main_Stacked(Bi_Lstm)_movie_phase1_log 1.05 MB
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 1500 1501 1502 1503 1504 1505 1506 1507 1508 1509 1510 1511 1512 1513 1514 1515 1516 1517 1518 1519 1520 1521 1522 1523 1524 1525 1526 1527 1528 1529 1530 1531 1532 1533 1534 1535 1536 1537 1538 1539 1540 1541 1542 1543 1544 1545 1546 1547 1548 1549 1550 1551 1552 1553 1554 1555 1556 1557 1558 1559 1560 1561 1562 1563 1564 1565 1566 1567 1568 1569 1570 1571 1572 1573 1574 1575 1576 1577 1578 1579 1580 1581 1582 1583 1584 1585 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 1598 1599 1600 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 1617 1618 1619 1620 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630 1631 1632 1633 1634 1635 1636 1637 1638 1639 1640 1641 1642 1643 1644 1645 1646 1647 1648 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659 1660 1661 1662 1663 1664 1665 1666 1667 1668 1669 1670 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 1681 1682 1683 1684 1685 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 1709 1710 1711 1712 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725 1726 1727 1728 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738 1739 1740 1741 1742 1743 1744 1745 1746 1747 1748 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 1761 1762 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838 1839 1840 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 1921 1922 1923 1924 1925 1926 1927 1928 1929 1930 1931 1932 1933 1934 1935 1936 1937 1938 1939 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 2033 2034 2035 2036 2037 2038 2039 2040 2041 2042 2043 2044 2045 2046 2047 2048 2049 2050 2051 2052 2053 2054 2055 2056 2057 2058 2059 2060 2061 2062 2063 2064 2065 2066 2067 2068 2069 2070 2071 2072 2073 2074 2075 2076 2077 2078 2079 2080 2081 2082 2083 2084 2085 2086 2087 2088 2089 2090 2091 2092 2093 2094 2095 2096 2097 2098 2099 2100 2101 2102 2103 2104 2105 2106 2107 2108 2109 2110 2111 2112 2113 2114 2115 2116 2117 2118 2119 2120 2121 2122 2123 2124 2125 2126 2127 2128 2129 2130 2131 2132 2133 2134 2135 2136 2137 2138 2139 2140 2141 2142 2143 2144 2145 2146 2147 2148 2149 2150 2151 2152 2153 2154 2155 2156 2157 2158 2159 2160 2161 2162 2163 2164 2165 2166 2167 2168 2169 2170 2171 2172 2173 2174 2175 2176 2177 2178 2179 2180 2181 2182 2183 2184 2185 2186 2187 2188 2189 2190 2191 2192 2193 2194 2195 2196 2197 2198 2199 2200 2201 2202 2203 2204 2205 2206 2207 2208 2209 2210 2211 2212 2213 2214 2215 2216 2217 2218 2219 2220 2221 2222 2223 2224 2225 2226 2227 2228 2229 2230 2231 2232 2233 2234 2235 2236 2237 2238 2239 2240 2241 2242 2243 2244 2245 2246 2247 2248 2249 2250 2251 2252 2253 2254 2255 2256 2257 2258 2259 2260 2261 2262 2263 2264 2265 2266 2267 2268 2269 2270 2271 2272 2273 2274 2275 2276 2277 2278 2279 2280 2281 2282 2283 2284 2285 2286 2287 2288 2289 2290 2291 2292 2293 2294 2295 2296 2297 2298 2299 2300 2301 2302 2303 2304 2305 2306 2307 2308 2309 2310 2311 2312 2313 2314 2315 2316 2317 2318 2319 2320 2321 2322 2323 2324 2325 2326 2327 2328 2329 2330 2331 2332 2333 2334 2335 2336 2337 2338 2339 2340 2341 2342 2343 2344 2345 2346 2347 2348 2349 2350 2351 2352 2353 2354 2355 2356 2357 2358 2359 2360 2361 2362 2363 2364 2365 2366 2367 2368 2369 2370 2371 2372 2373 2374 2375 2376 2377 2378 2379 2380 2381 2382 2383 2384 2385 2386 2387 2388 2389 2390 2391 2392 2393 2394 2395 2396 2397 2398 2399 2400 2401 2402 2403 2404 2405 2406 2407 2408 2409 2410 2411 2412 2413 2414 2415 2416 2417 2418 2419 2420 2421 2422 2423 2424 2425 2426 2427 2428 2429 2430 2431 2432 2433 2434 2435 2436 2437 2438 2439 2440 2441 2442 2443 2444 2445 2446 2447 2448 2449 2450 2451 2452 2453 2454 2455 2456 2457 2458 2459 2460 2461 2462 2463 2464 2465 2466 2467 2468 2469 2470 2471 2472 2473 2474 2475 2476 2477 2478 2479 2480 2481 2482 2483 2484 2485 2486 2487 2488 2489 2490 2491 2492 2493 2494 2495 2496 2497 2498 2499 2500 2501 2502 2503 2504 2505 2506 2507 2508 2509 2510 2511 2512 2513 2514 2515 2516 2517 2518 2519 2520 2521 2522 2523 2524 2525 2526 2527 2528 2529 2530 2531 2532 2533 2534 2535 2536 2537 2538 2539 2540 2541 2542 2543 2544 2545 2546 2547 2548 2549 2550 2551 2552 2553 2554 2555 2556 2557 2558 2559 2560 2561 2562 2563 2564 2565 2566 2567 2568 2569 2570 2571 2572 2573 2574 2575 2576 2577 2578 2579 2580 2581 2582 2583 2584 2585 2586 2587 2588 2589 2590 2591 2592 2593 2594 2595 2596 2597 2598 2599 2600 2601 2602 2603 2604 2605 2606 2607 2608 2609 2610 2611 2612 2613 2614 2615 2616 2617 2618 2619 2620 2621 2622 2623 2624 2625 2626 2627 2628 2629 2630 2631 2632 2633 2634 2635 2636 2637 2638 2639 2640 2641 2642 2643 2644 2645 2646 2647 2648 2649 2650 2651 2652 2653 2654 2655 2656 2657 2658 2659 2660 2661 2662 2663 2664 2665 2666 2667 2668 2669 2670 2671 2672 2673 2674 2675 2676 2677 2678 2679 2680 2681 2682 2683 2684 2685 2686 2687 2688 2689 2690 2691 2692 2693 2694 2695 2696 2697 2698 2699 2700 2701 2702 2703 2704 2705 2706 2707 2708 2709 2710 2711 2712 2713 2714 2715 2716 2717 2718 2719 2720 2721 2722 2723 2724 2725 2726 2727 2728 2729 2730 2731 2732 2733 2734 2735 2736 2737 2738 2739 2740 2741 2742 2743 2744 2745 2746 2747 2748 2749 2750 2751 2752 2753 2754 2755 2756 2757 2758 2759 2760 2761 2762 2763 2764 2765 2766 2767 2768 2769 2770 2771 2772 2773 2774 2775 2776 2777 2778 2779 2780 2781 2782 2783 2784 2785 2786 2787 2788 2789 2790 2791 2792 2793 2794 2795 2796 2797 2798 2799 2800 2801 2802 2803 2804 2805 2806 2807 2808 2809 2810 2811 2812 2813 2814 2815 2816 2817 2818 2819 2820 2821 2822 2823 2824 2825 2826 2827 2828 2829 2830 2831 2832 2833 2834 2835 2836 2837 2838 2839 2840 2841 2842 2843 2844 2845 2846 2847 2848 2849 2850 2851 2852 2853 2854 2855 2856 2857 2858 2859 2860 2861 2862 2863 2864 2865 2866 2867 2868 2869 2870 2871 2872 2873 2874 2875 2876 2877 2878 2879 2880 2881 2882 2883 2884 2885 2886 2887 2888 2889 2890 2891 2892 2893 2894 2895 2896 2897 2898 2899 2900 2901 2902 2903 2904 2905 2906 2907 2908 2909 2910 2911 2912 2913 2914 2915 2916 2917 2918 2919 2920 2921 2922 2923 2924 2925 2926 2927 2928 2929 2930 2931 2932 2933 2934 2935 2936 2937 2938 2939 2940 2941 2942 2943 2944 2945 2946 2947 2948 2949 2950 2951 2952 2953 2954 2955 2956 2957 2958 2959 2960 2961 2962 2963 2964 2965 2966 2967 2968 2969 2970 2971 2972 2973 2974 2975 2976 2977 2978 2979 2980 2981 2982 2983 2984 2985 2986 2987 2988 2989 2990 2991 2992 2993 2994 2995 2996 2997 2998 2999 3000 3001 3002 3003 3004 3005 3006 3007 3008 3009 3010 3011 3012 3013 3014 3015 3016 3017 3018 3019 3020 3021 3022 3023 3024 3025 3026 3027 3028 3029 3030 3031 3032 3033 3034 3035 3036 3037 3038 3039 3040 3041 3042 3043 3044 3045 3046 3047 3048 3049 3050 3051 3052 3053 3054 3055 3056 3057 3058 3059 3060 3061 3062 3063 3064 3065 3066 3067 3068 3069 3070 3071 3072 3073 3074 3075 3076 3077 3078 3079 3080 3081 3082 3083 3084 3085 3086 3087 3088 3089 3090 3091 3092 3093 3094 3095 3096 3097 3098 3099 3100 3101 3102 3103 3104 3105 3106 3107 3108 3109 3110 3111 3112 3113 3114 3115 3116 3117 3118 3119 3120 3121 3122 3123 3124 3125 3126 3127 3128 3129 3130 3131 3132 3133 3134 3135 3136 3137 3138 3139 3140 3141 3142 3143 3144 3145 3146 3147 3148 3149 3150 3151 3152 3153 3154 3155 3156 3157 3158 3159 3160 3161 3162 3163 3164 3165 3166 3167 3168 3169 3170 3171 3172 3173 3174 3175 3176 3177 3178 3179 3180 3181 3182 3183 3184 3185 3186 3187 3188 3189 3190 3191 3192 3193 3194 3195 3196 3197 3198 3199 3200 3201 3202 3203 3204 3205 3206 3207 3208 3209 3210 3211 3212 3213 3214 3215 3216 3217 3218 3219 3220 3221 3222 3223 3224 3225 3226 3227 3228 3229 3230 3231 3232 3233 3234 3235 3236 3237 3238 3239 3240 3241 3242 3243 3244 3245 3246 3247 3248 3249 3250 3251 3252 3253 3254 3255 3256 3257 3258 3259 3260 3261 3262 3263 3264 3265 3266 3267 3268 3269 3270 3271 3272 3273 3274 3275 3276 3277 3278 3279 3280 3281 3282 3283 3284 3285 3286 3287 3288 3289 3290 3291 3292 3293 3294 3295 3296 3297 3298 3299 3300 3301 3302 3303 3304 3305 3306 3307 3308 3309 3310 3311 3312 3313 3314 3315 3316 3317 3318 3319 3320 3321 3322 3323 3324 3325 3326 3327 3328 3329 3330 3331 3332 3333 3334 3335 3336 3337 3338 3339 3340 3341 3342 3343 3344 3345 3346 3347 3348 3349 3350 3351 3352 3353 3354 3355 3356 3357 3358 3359 3360 3361 3362 3363 3364 3365 3366 3367 3368 3369 3370 3371 3372 3373 3374 3375 3376 3377 3378 3379 3380 3381 3382 3383 3384 3385 3386 3387 3388 3389 3390 3391 3392 3393 3394 3395 3396 3397 3398 3399 3400 3401 3402 3403 3404 3405 3406 3407 3408 3409 3410 3411 3412 3413 3414 3415 3416 3417 3418 3419 3420 3421 3422 3423 3424 3425 3426 3427 3428 3429 3430 3431 3432 3433 3434 3435 3436 3437 3438 3439 3440 3441 3442 3443 3444 3445 3446 3447 3448 3449 3450 3451 3452 3453 3454 3455 3456 3457 3458 3459 3460 3461 3462 3463 3464 3465 3466 3467 3468 3469 3470 3471 3472 3473 3474 3475 3476 3477 3478 3479 3480 3481 3482 3483 3484 3485 3486 3487 3488 3489 3490 3491 3492 3493 3494 3495 3496 3497 3498 3499 3500 3501 3502 3503 3504 3505 3506 3507 3508 3509 3510 3511 3512 3513 3514 3515 3516 3517 3518 3519 3520 3521 3522 3523 3524 3525 3526 3527 3528 3529 3530 3531 3532 3533 3534 3535 3536 3537 3538 3539 3540 3541 3542 3543 3544 3545 3546 3547 3548 3549 3550 3551 3552 3553 3554 3555 3556 3557 3558 3559 3560 3561 3562 3563 3564 3565 3566 3567 3568 3569 3570 3571 3572 3573 3574 3575 3576 3577 3578 3579 3580 3581 3582 3583 3584 3585 3586 3587 3588 3589 3590 3591 3592 3593 3594 3595 3596 3597 3598 3599 3600 3601 3602 3603 3604 3605 3606 3607 3608 3609 3610 3611 3612 3613 3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627 3628 3629 3630 3631 3632 3633 3634 3635 3636 3637 3638 3639 3640 3641 3642 3643 3644 3645 3646 3647 3648 3649 3650 3651 3652 3653 3654 3655 3656 3657 3658 3659 3660 3661 3662 3663 3664 3665 3666 3667 3668 3669 3670 3671 3672 3673 3674 3675 3676 3677 3678 3679 3680 3681 3682 3683 3684 3685 3686 3687 3688 3689 3690 3691 3692 3693 3694 3695 3696 3697 3698 3699 3700 3701 3702 3703 3704 3705 3706 3707 3708 3709 3710 3711 3712 3713 3714 3715 3716 3717 3718 3719 3720 3721 3722 3723 3724 3725 3726 3727 3728 3729 3730 3731 3732 3733 3734 3735 3736 3737 3738 3739 3740 3741 3742 3743 3744 3745 3746 3747 3748 3749 3750 3751 3752 3753 3754 3755 3756 3757 3758 3759 3760 3761 3762 3763 3764 3765 3766 3767 3768 3769 3770 3771 3772 3773 3774 3775 3776 3777 3778 3779 3780 3781 3782 3783 3784 3785 3786 3787 3788 3789 3790 3791 3792 3793 3794 3795 3796 3797 3798 3799 3800 3801 3802 3803 3804 3805 3806 3807 3808 3809 3810 3811 3812 3813 3814 3815 3816 3817 3818 3819 3820 3821 3822 3823 3824 3825 3826 3827 3828 3829 3830 3831 3832 3833 3834 3835 3836 3837 3838 3839 3840 3841 3842 3843 3844 3845 3846 3847 3848 3849 3850 3851 3852 3853 3854 3855 3856 3857 3858 3859 3860 3861 3862 3863 3864 3865 3866 3867 3868 3869 3870 3871 3872 3873 3874 3875 3876 3877 3878 3879 3880 3881 3882 3883 3884 3885 3886 3887 3888 3889 3890 3891 3892 3893 3894 3895 3896 3897 3898 3899 3900 3901 3902 3903 3904 3905 3906 3907 3908 3909 3910 3911 3912 3913 3914 3915 3916 3917 3918 3919 3920 3921 3922 3923 3924 3925 3926 3927 3928 3929 3930 3931 3932 3933 3934 3935 3936 3937 3938 3939 3940 3941 3942 3943 3944 3945 3946 3947 3948 3949 3950 3951 3952 3953 3954 3955 3956 3957 3958 3959 3960 3961 3962 3963 3964 3965 3966 3967 3968 3969 3970 3971 3972 3973 3974 3975 3976 3977 3978 3979 3980 3981 3982 3983 3984 3985 3986 3987 3988 3989 3990 3991 3992 3993 3994 3995 3996 3997 3998 3999 4000 4001 4002 4003 4004 4005 4006 4007 4008 4009 4010 4011 4012 4013 4014 4015 4016 4017 4018 4019 4020 4021 4022 4023 4024 4025 4026 4027 4028 4029 4030 4031 4032 4033 4034 4035 4036 4037 4038 4039 4040 4041 4042 4043 4044 4045 4046 4047 4048 4049 4050 4051 4052 4053 4054 4055 4056 4057 4058 4059 4060 4061 4062 4063 4064 4065 4066 4067 4068 4069 4070 4071 4072 4073 4074 4075 4076 4077 4078 4079 4080 4081 4082 4083 4084 4085 4086 4087 4088 4089 4090 4091 4092 4093 4094 4095 4096 4097 4098 4099 4100 4101 4102 4103 4104 4105 4106 4107 4108 4109 4110 4111 4112 4113 4114 4115 4116 4117 4118 4119 4120 4121 4122 4123 4124 4125 4126 4127 4128 4129 4130 4131 4132 4133 4134 4135 4136 4137 4138 4139 4140 4141 4142 4143 4144 4145 4146 4147 4148 4149 4150 4151 4152 4153 4154 4155 4156 4157 4158 4159 4160 4161 4162 4163 4164 4165 4166 4167 4168 4169 4170 4171 4172 4173 4174 4175 4176 4177 4178 4179 4180 4181 4182 4183 4184 4185 4186 4187 4188 4189 4190 4191 4192 4193 4194 4195 4196 4197 4198 4199 4200 4201 4202 4203 4204 4205 4206 4207 4208 4209 4210 4211 4212 4213 4214 4215 4216 4217 4218 4219 4220 4221 4222 4223 4224 4225 4226 4227 4228 4229 4230 4231 4232 4233 4234 4235 4236 4237 4238 4239 4240 4241 4242 4243 4244 4245 4246 4247 4248 4249 4250 4251 4252 4253 4254 4255 4256 4257 4258 4259 4260 4261 4262 4263 4264 4265 4266 4267 4268 4269 4270 4271 4272 4273 4274 4275 4276 4277 4278 4279 4280 4281 4282 4283 4284 4285 4286 4287 4288 4289 4290 4291 4292 4293 4294 4295 4296 4297 4298 4299 4300 4301 4302 4303 4304 4305 4306 4307 4308 4309 4310 4311 4312 4313 4314 4315 4316 4317 4318 4319 4320 4321 4322 4323 4324 4325 4326 4327 4328 4329 4330 4331 4332 4333 4334 4335 4336 4337 4338 4339 4340 4341 4342 4343 4344 4345 4346 4347 4348 4349 4350 4351 4352 4353 4354 4355 4356 4357 4358 4359 4360 4361 4362 4363 4364 4365 4366 4367 4368 4369 4370 4371 4372 4373 4374 4375 4376 4377 4378 4379 4380 4381 4382 4383 4384 4385 4386 4387 4388 4389 4390 4391 4392 4393 4394 4395 4396 4397 4398 4399 4400 4401 4402 4403 4404 4405 4406 4407 4408 4409 4410 4411 4412 4413 4414 4415 4416 4417 4418 4419 4420 4421 4422 4423 4424 4425 4426 4427 4428 4429 4430 4431 4432 4433 4434 4435 4436 4437 4438 4439 4440 4441 4442 4443 4444 4445 4446 4447 4448 4449 4450 4451 4452 4453 4454 4455 4456 4457 4458 4459 4460 4461 4462 4463 4464 4465 4466 4467 4468 4469 4470 4471 4472 4473 4474 4475 4476 4477 4478 4479 4480 4481 4482 4483 4484 4485 4486 4487 4488 4489 4490 4491 4492 4493 4494 4495 4496 4497 4498 4499 4500 4501 4502 4503 4504 4505 4506 4507 4508 4509 4510 4511 4512 4513 4514 4515 4516 4517 4518 4519 4520 4521 4522 4523 4524 4525 4526 4527 4528 4529 4530 4531 4532 4533 4534 4535 4536 4537 4538 4539 4540 4541 4542 4543 4544 4545 4546 4547 4548 4549 4550 4551 4552 4553 4554 4555 4556 4557 4558 4559 4560 4561 4562 4563 4564 4565 4566 4567 4568 4569 4570 4571 4572 4573 4574 4575 4576 4577 4578 4579 4580 4581 4582 4583 4584 4585 4586 4587 4588 4589 4590 4591 4592 4593 4594 4595 4596 4597 4598 4599 4600 4601 4602 4603 4604 4605 4606 4607 4608 4609 4610 4611 4612 4613 4614 4615 4616 4617 4618 4619 4620 4621 4622 4623 4624 4625 4626 4627 4628 4629 4630 4631 4632 4633 4634 4635 4636 4637 4638 4639 4640 4641 4642 4643 4644 4645 4646 4647 4648 4649 4650 4651 4652 4653 4654 4655 4656 4657 4658 4659 4660 4661 4662 4663 4664 4665 4666 4667 4668 4669 4670 4671 4672 4673 4674 4675 4676 4677 4678 4679 4680 4681 4682 4683 4684 4685 4686 4687 4688 4689 4690 4691 4692 4693 4694 4695 4696 4697 4698 4699 4700 4701 4702 4703 4704 4705 4706 4707 4708 4709 4710 4711 4712 4713 4714 4715 4716 4717 4718 4719 4720 4721 4722 4723 4724 4725 4726 4727 4728 4729 4730 4731 4732 4733 4734 4735 4736 4737 4738 4739 4740 4741 4742 4743 4744 4745 4746 4747 4748 4749 4750 4751 4752 4753 4754 4755 4756 4757 4758 4759 4760 4761 4762 4763 4764 4765 4766 4767 4768 4769 4770 4771 4772 4773 4774 4775 4776 4777 4778 4779 4780 4781 4782 4783 4784 4785 4786 4787 4788 4789 4790 4791 4792 4793 4794 4795 4796 4797 4798 4799 4800 4801 4802 4803 4804 4805 4806 4807 4808 4809 4810 4811 4812 4813 4814 4815 4816 4817 4818 4819 4820 4821 4822 4823 4824 4825 4826 4827 4828 4829 4830 4831 4832 4833 4834 4835 4836 4837 4838 4839 4840 4841 4842 4843 4844 4845 4846 4847 4848 4849 4850 4851 4852 4853 4854 4855 4856 4857 4858 4859 4860 4861 4862 4863 4864 4865 4866 4867 4868 4869 4870 4871 4872 4873 4874 4875 4876 4877 4878 4879 4880 4881 4882 4883 4884 4885 4886 4887 4888 4889 4890 4891 4892 4893 4894 4895 4896 4897 4898 4899 4900 4901 4902 4903 4904 4905 4906 4907 4908 4909 4910 4911 4912 4913 4914 4915 4916 4917 4918 4919 4920 4921 4922 4923 4924 4925 4926 4927 4928 4929 4930 4931 4932 4933 4934 4935 4936 4937 4938 4939 4940 4941 4942 4943 4944 4945 4946 4947 4948 4949 4950 4951 4952 4953 4954 4955 4956 4957 4958 4959 4960 4961 4962 4963 4964 4965 4966 4967 4968 4969 4970 4971 4972 4973 4974 4975 4976 4977 4978 4979 4980 4981 4982 4983 4984 4985 4986 4987 4988 4989 4990 4991 4992 4993 4994 4995 4996 4997 4998 4999 5000 5001 5002 5003 5004 5005 5006 5007 5008 5009 5010 5011 5012 5013 5014 5015 5016 5017 5018 5019 5020 5021 5022 5023 5024 5025 5026 5027 5028 5029 5030 5031 5032 5033 5034 5035 5036 5037 5038 5039 5040 5041 5042 5043 5044 5045 5046 5047 5048 5049 5050 5051 5052 5053 5054 5055 5056 5057 5058 5059 5060 5061 5062 5063 5064 5065 5066 5067 5068 5069 5070 5071 5072 5073 5074 5075 5076 5077 5078 5079 5080 5081 5082 5083 5084 5085 5086 5087 5088 5089 5090 5091 5092 5093 5094 5095 5096 5097 5098 5099 5100 5101 5102 5103 5104 5105 5106 5107 5108 5109 5110 5111 5112 5113 5114 5115 5116 5117 5118 5119 5120 5121 5122 5123 5124 5125 5126 5127 5128 5129 5130 5131 5132 5133 5134 5135 5136 5137 5138 5139 5140 5141 5142 5143 5144 5145 5146 5147 5148 5149 5150 5151 5152 5153 5154 5155 5156 5157 5158 5159 5160 5161 5162 5163 5164 5165 5166 5167 5168 5169 5170 5171 5172 5173 5174 5175 5176 5177 5178 5179 5180 5181 5182 5183 5184 5185 5186 5187 5188 5189 5190 5191 5192 5193 5194 5195 5196 5197 5198 5199 5200 5201 5202 5203 5204 5205 5206 5207 5208 5209 5210 5211 5212 5213 5214 5215 5216 5217 5218 5219 5220 5221 5222 5223 5224 5225 5226 5227 5228 5229 5230 5231 5232 5233 5234 5235 5236 5237 5238 5239 5240 5241 5242 5243 5244 5245 5246 5247 5248 5249 5250 5251 5252 5253 5254 5255 5256 5257 5258 5259 5260 5261 5262 5263 5264 5265 5266 5267 5268 5269 5270 5271 5272 5273 5274 5275 5276 5277 5278 5279 5280 5281 5282 5283 5284 5285 5286 5287 5288 5289 5290 5291 5292 5293 5294 5295 5296 5297 5298 5299 5300 5301 5302 5303 5304 5305 5306 5307 5308 5309 5310 5311 5312 5313 5314 5315 5316 5317 5318 5319 5320 5321 5322 5323 5324 5325 5326 5327 5328 5329 5330 5331 5332 5333 5334 5335 5336 5337 5338 5339 5340 5341 5342 5343 5344 5345 5346 5347 5348 5349 5350 5351 5352 5353 5354 5355 5356 5357 5358 5359 5360 5361 5362 5363 5364 5365 5366 5367 5368 5369 5370 5371 5372 5373 5374 5375 5376 5377 5378 5379 5380 5381 5382 5383 5384 5385 5386 5387 5388 5389 5390 5391 5392 5393 5394 5395 5396 5397 5398 5399 5400 5401 5402 5403 5404 5405 5406 5407 5408 5409 5410 5411 5412 5413 5414 5415 5416 5417 5418 5419 5420 5421 5422 5423 5424 5425 5426 5427 5428 5429 5430 5431 5432 5433 5434 5435 5436 5437 5438 5439 5440 5441 5442 5443 5444 5445 5446 5447 5448 5449 5450 5451 5452 5453 5454 5455 5456 5457 5458 5459 5460 5461 5462 5463 5464 5465 5466 5467 5468 5469 5470 5471 5472 5473 5474 5475 5476 5477 5478 5479 5480 5481 5482 5483 5484 5485 5486 5487 5488 5489 5490 5491 5492 5493 5494 5495 5496 5497 5498 5499 5500 5501 5502 5503 5504 5505 5506 5507 5508 5509 5510 5511 5512 5513 5514 5515 5516 5517 5518 5519 5520 5521 5522 5523 5524 5525 5526 5527 5528 5529 5530 5531 5532 5533 5534 5535 5536 5537 5538 5539 5540 5541 5542 5543 5544 5545 5546 5547 5548 5549 5550 5551 5552 5553 5554 5555 5556 5557 5558 5559 5560 5561 5562 5563 5564 5565 5566 5567 5568 5569 5570 5571 5572 5573 5574 5575 5576 5577 5578 5579 5580 5581 5582 5583 5584 5585 5586 5587 5588 5589 5590 5591 5592 5593 5594 5595 5596 5597 5598 5599 5600 5601 5602 5603 5604 5605 5606 5607 5608 5609 5610 5611 5612 5613 5614 5615 5616 5617 5618 5619 5620 5621 5622 5623 5624 5625 5626 5627 5628 5629 5630 5631 5632 5633 5634 5635 5636 5637 5638 5639 5640 5641 5642 5643 5644 5645 5646 5647 5648 5649 5650 5651 5652 5653 5654 5655 5656 5657 5658 5659 5660 5661 5662 5663 5664 5665 5666 5667 5668 5669 5670 5671 5672 5673 5674 5675 5676 5677 5678 5679 5680 5681 5682 5683 5684 5685 5686 5687 5688 5689 5690 5691 5692 5693 5694 5695 5696 5697 5698 5699 5700 5701 5702 5703 5704 5705 5706 5707 5708 5709 5710 5711 5712 5713 5714 5715 5716 5717 5718 5719 5720 5721 5722 5723 5724 5725 5726 5727 5728 5729 5730 5731 5732 5733 5734 5735 5736 5737 5738 5739 5740 5741 5742 5743 5744 5745 5746 5747 5748 5749 5750 5751 5752 5753 5754 5755 5756 5757 5758 5759 5760 5761 5762 5763 5764 5765 5766 5767 5768 5769 5770 5771 5772 5773 5774 5775 5776 5777 5778 5779 5780 5781 5782 5783 5784 5785 5786 5787 5788 5789 5790 5791 5792 5793 5794 5795 5796 5797 5798 5799 5800 5801 5802 5803 5804 5805 5806 5807 5808 5809 5810 5811 5812 5813 5814 5815 5816 5817 5818 5819 5820 5821 5822 5823 5824 5825 5826 5827 5828 5829 5830 5831 5832 5833 5834 5835 5836 5837 5838 5839 5840 5841 5842 5843 5844 5845 5846 5847 5848 5849 5850 5851 5852 5853 5854 5855 5856 5857 5858 5859 5860 5861 5862 5863 5864 5865 5866 5867 5868 5869 5870 5871 5872 5873 5874 5875 5876 5877 5878 5879 5880 5881 5882 5883 5884 5885 5886 5887 5888 5889 5890 5891 5892 5893 5894 5895 5896 5897 5898 5899 5900 5901 5902 5903 5904 5905 5906 5907 5908 5909 5910 5911 5912 5913 5914 5915 5916 5917 5918 5919 5920 5921 5922 5923 5924 5925 5926 5927 5928 5929 5930 5931 5932 5933 5934 5935 5936 5937 5938 5939 5940 5941 5942 5943 5944 5945 5946 5947 5948 5949 5950 5951 5952 5953 5954 5955 5956 5957 5958 5959 5960 5961 5962 5963 5964 5965 5966 5967 5968 5969 5970 5971 5972 5973 5974 5975 5976 5977 5978 5979 5980 5981 5982 5983 5984 5985 5986 5987 5988 5989 5990 5991 5992 5993 5994 5995 5996 5997 5998 5999 6000 6001 6002 6003 6004 6005 6006 6007 6008 6009 6010 6011 6012 6013 6014 6015 6016 6017 6018 6019 6020 6021 6022 6023 6024 6025 6026 6027 6028 6029 6030 6031 6032 6033 6034 6035 6036 6037 6038 6039 6040 6041 6042 6043 6044 6045 6046 6047 6048 6049 6050 6051 6052 6053 6054 6055 6056 6057 6058 6059 6060 6061 6062 6063 6064 6065 6066 6067 6068 6069 6070 6071 6072 6073 6074 6075 6076 6077 6078 6079 6080 6081 6082 6083 6084 6085 6086 6087 6088 6089 6090 6091 6092 6093 6094 6095 6096 6097 6098 6099 6100 6101 6102 6103 6104 6105 6106 6107 6108 6109 6110 6111 6112 6113 6114 6115 6116 6117 6118 6119 6120 6121 6122 6123 6124 6125 6126 6127 6128 6129 6130 6131 6132 6133 6134 6135 6136 6137 6138 6139 6140 6141 6142 6143 6144 6145 6146 6147 6148 6149 6150 6151 6152 6153 6154 6155 6156 6157 6158 6159 6160 6161 6162 6163 6164 6165 6166 6167 6168 6169 6170 6171 6172 6173 6174 6175 6176 6177 6178 6179 6180 6181 6182 6183 6184 6185 6186 6187 6188 6189 6190 6191 6192 6193 6194 6195 6196 6197 6198 6199 6200 6201 6202 6203 6204 6205 6206 6207 6208 6209 6210 6211 6212 6213 6214 6215 6216 6217 6218 6219 6220 6221 6222 6223 6224 6225 6226 6227 6228 6229 6230 6231 6232 6233 6234 6235 6236 6237 6238 6239 6240 6241 6242 6243 6244 6245 6246 6247 6248 6249 6250 6251 6252 6253 6254 6255 6256 6257 6258 6259 6260 6261 6262 6263 6264 6265 6266 6267 6268 6269 6270 6271 6272 6273 6274 6275 6276 6277 6278 6279 6280 6281 6282 6283 6284 6285 6286 6287 6288 6289 6290 6291 6292 6293 6294 6295 6296 6297 6298 6299 6300 6301 6302 6303 6304 6305 6306 6307 6308 6309 6310 6311 6312 6313 6314 6315 6316 6317 6318 6319 6320 6321 6322 6323 6324 6325 6326 6327 6328 6329 6330 6331 6332 6333 6334 6335 6336 6337 6338 6339 6340 6341 6342 6343 6344 6345 6346 6347 6348 6349 6350 6351 6352 6353 6354 6355 6356 6357 6358 6359 6360 6361 6362 6363 6364 6365 6366 6367 6368 6369 6370 6371 6372 6373 6374 6375 6376 6377 6378 6379 6380 6381 6382 6383 6384 6385 6386 6387 6388 6389 6390 6391 6392 6393 6394 6395 6396 6397 6398 6399 6400 6401 6402 6403 6404 6405 6406 6407 6408 6409 6410 6411 6412 6413 6414 6415 6416 6417 6418 6419 6420 6421 6422 6423 6424 6425 6426 6427 6428 6429 6430 6431 6432 6433 6434 6435 6436 6437 6438 6439 6440 6441 6442 6443 6444 6445 6446 6447 6448 6449 6450 6451 6452 6453 6454 6455 6456 6457 6458 6459 6460 6461 6462 6463 6464 6465 6466 6467 6468 6469 6470 6471 6472 6473 6474 6475 6476 6477 6478 6479 6480 6481 6482 6483 6484 6485 6486 6487 6488 6489 6490 6491 6492 6493 6494 6495 6496 6497 6498 6499 6500 6501 6502 6503 6504 6505 6506 6507 6508 6509 6510 6511 6512 6513 6514 6515 6516 6517 6518 6519 6520 6521 6522 6523 6524 6525 6526 6527 6528 6529 6530 6531 6532 6533 6534 6535 6536 6537 6538 6539 6540 6541 6542 6543 6544 6545 6546 6547 6548 6549 6550 6551 6552 6553 6554 6555 6556 6557 6558 6559 6560 6561 6562 6563 6564 6565 6566 6567 6568 6569 6570 6571 6572 6573 6574 6575 6576 6577 6578 6579 6580 6581 6582 6583 6584 6585 6586 6587 6588 6589 6590 6591 6592 6593 6594 6595 6596 6597 6598 6599 6600 6601 6602 6603 6604 6605 6606 6607 6608 6609 6610 6611 6612 6613 6614 6615 6616 6617 6618 6619 6620 6621 6622 6623 6624 6625 6626 6627 6628 6629 6630 6631 6632 6633 6634 6635 6636 6637 6638 6639 6640 6641 6642 6643 6644 6645 6646 6647 6648 6649 6650 6651 6652 6653 6654 6655 6656 6657 6658 6659 6660 6661 6662 6663 6664 6665 6666 6667 6668 6669 6670 6671 6672 6673 6674 6675 6676 6677 6678 6679 6680 6681 6682 6683 6684 6685 6686 6687 6688 6689 6690 6691 6692 6693 6694 6695 6696 6697 6698 6699 6700 6701 6702 6703 6704 6705 6706 6707 6708 6709 6710 6711 6712 6713 6714 6715 6716 6717 6718 6719 6720 6721 6722 6723 6724 6725 6726 6727 6728 6729 6730 6731 6732 6733 6734 6735 6736 6737 6738 6739 6740 6741 6742 6743 6744 6745 6746 6747 6748 6749 6750 6751 6752 6753 6754 6755 6756 6757 6758 6759 6760 6761 6762 6763 6764 6765 6766 6767 6768 6769 6770 6771 6772 6773 6774 6775 6776 6777 6778 6779 6780 6781 6782 6783 6784 6785 6786 6787 6788 6789 6790 6791 6792 6793 6794 6795 6796 6797 6798 6799 6800 6801 6802 6803 6804 6805 6806 6807 6808 6809 6810 6811 6812 6813 6814 6815 6816 6817 6818 6819 6820 6821 6822 6823 6824 6825 6826 6827 6828 6829 6830 6831 6832 6833 6834 6835 6836 6837 6838 6839 6840 6841 6842 6843 6844 6845 6846 6847 6848 6849 6850 6851 6852 6853 6854 6855 6856 6857 6858 6859 6860 6861 6862 6863 6864 6865 6866 6867 6868 6869 6870 6871 6872 6873 6874 6875 6876 6877 6878 6879 6880 6881 6882 6883 6884 6885 6886 6887 6888 6889 6890 6891 6892 6893 6894 6895 6896 6897 6898 6899 6900 6901 6902 6903 6904 6905 6906 6907 6908 6909 6910 6911 6912 6913 6914 6915 6916 6917 6918 6919 6920 6921 6922 6923 6924 6925 6926 6927 6928 6929 6930 6931 6932 6933 6934 6935 6936 6937 6938 6939 6940 6941 6942 6943 6944 6945 6946 6947 6948 6949 6950 6951 6952 6953 6954 6955 6956 6957 6958 6959 6960 6961 6962 6963 6964 6965 6966 6967 6968 6969 6970 6971 6972 6973 6974 6975 6976 6977 6978 6979 6980 6981 6982 6983 6984 6985 6986 6987 6988 6989 6990 6991 6992 6993 6994 6995 6996 6997 6998 6999 7000 7001 7002 7003 7004 7005 7006 7007 7008 7009 7010 7011 7012 7013 7014 7015 7016 7017 7018 7019 7020 7021 7022 7023 7024 7025 7026 7027 7028 7029 7030 7031 7032 7033 7034 7035 7036 7037 7038 7039 7040 7041 7042 7043 7044 7045 7046 7047 7048 7049 7050 7051 7052 7053 7054 7055 7056 7057 7058 7059 7060 7061 7062 7063 7064 7065 7066 7067 7068 7069 7070 7071 7072 7073 7074 7075 7076 7077 7078 7079 7080 7081 7082 7083 7084 7085 7086 7087 7088 7089 7090 7091 7092 7093 7094 7095 7096 7097 7098 7099 7100 7101 7102 7103 7104 7105 7106 7107 7108 7109 7110 7111 7112 7113 7114 7115 7116 7117 7118 7119 7120 7121 7122 7123 7124 7125 7126 7127 7128 7129 7130 7131 7132 7133 7134 7135 7136 7137 7138 7139 7140 7141 7142 7143 7144 7145 7146 7147 7148 7149 7150 7151 7152 7153 7154 7155 7156 7157 7158 7159 7160 7161 7162 7163 7164 7165 7166 7167 7168 7169 7170 7171 7172 7173 7174 7175 7176 7177 7178 7179 7180 7181 7182 7183 7184 7185 7186 7187 7188 7189 7190 7191 7192 7193 7194 7195 7196 7197 7198 7199 7200 7201 7202 7203 7204 7205 7206 7207 7208 7209 7210 7211 7212 7213 7214 7215 7216 7217 7218 7219 7220 7221 7222 7223 7224 7225 7226 7227 7228 7229 7230 7231 7232 7233 7234 7235 7236 7237 7238 7239 7240 7241 7242 7243 7244 7245 7246 7247 7248 7249 7250 7251 7252 7253 7254 7255 7256 7257 7258 7259 7260 7261 7262 7263 7264 7265 7266 7267 7268 7269 7270 7271 7272 7273 7274 7275 7276 7277 7278 7279 7280 7281 7282 7283 7284 7285 7286 7287 7288 7289 7290 7291 7292 7293 7294 7295 7296 7297 7298 7299 7300 7301 7302 7303 7304 7305 7306 7307 7308 7309 7310 7311 7312 7313 7314 7315 7316 7317 7318 7319 7320 7321 7322 7323 7324 7325 7326 7327 7328 7329 7330 7331 7332 7333 7334 7335 7336 7337 7338 7339 7340 7341 7342 7343 7344 7345 7346 7347 7348 7349 7350 7351 7352 7353 7354 7355 7356 7357 7358 7359 7360 7361 7362 7363 7364 7365 7366 7367 7368 7369 7370 7371 7372 7373 7374 7375 7376 7377 7378 7379 7380 7381 7382 7383 7384 7385 7386 7387 7388 7389 7390 7391 7392 7393 7394 7395 7396 7397 7398 7399 7400 7401 7402 7403 7404 7405 7406 7407 7408 7409 7410 7411 7412 7413 7414 7415 7416 7417 7418 7419 7420 7421 7422 7423 7424 7425 7426 7427 7428 7429 7430 7431 7432 7433 7434 7435 7436 7437 7438 7439 7440 7441 7442 7443 7444 7445 7446 7447 7448 7449 7450 7451 7452 7453 7454 7455 7456 7457 7458 7459 7460 7461 7462 7463 7464 7465 7466 7467 7468 7469 7470 7471 7472 7473 7474 7475 7476 7477 7478 7479 7480 7481 7482 7483 7484 7485 7486 7487 7488 7489 7490 7491 7492 7493 7494 7495 7496 7497 7498 7499 7500 7501 7502 7503 7504 7505 7506 7507 7508 7509 7510 7511 7512 7513 7514 7515 7516 7517 7518 7519 7520 7521 7522 7523 7524 7525 7526 7527 7528 7529 7530 7531 7532 7533 7534 7535 7536 7537 7538 7539 7540 7541 7542 7543 7544 7545 7546 7547 7548 7549 7550 7551 7552 7553 7554 7555 7556 7557 7558 7559 7560 7561 7562 7563 7564 7565 7566 7567 7568 7569 7570 7571 7572 7573 7574 7575 7576 7577 7578 7579 7580 7581 7582 7583 7584 7585 7586 7587 7588 7589 7590 7591 7592 7593 7594 7595 7596 7597 7598 7599 7600 7601 7602 7603 7604 7605 7606 7607 7608 7609 7610 7611 7612 7613 7614 7615 7616 7617 7618 7619 7620 7621 7622 7623 7624 7625 7626 7627 7628 7629 7630 7631 7632 7633 7634 7635 7636 7637 7638 7639 7640 7641 7642 7643 7644 7645 7646 7647 7648 7649 7650 7651 7652 7653 7654 7655 7656 7657 7658 7659 7660 7661 7662 7663 7664 7665 7666 7667 7668 7669 7670 7671 7672 7673 7674 7675 7676 7677 7678 7679 7680 7681 7682 7683 7684 7685 7686 7687 7688 7689 7690 7691 7692 7693 7694 7695 7696 7697 7698 7699 7700 7701 7702 7703 7704 7705 7706 7707 7708 7709 7710 7711 7712 7713 7714 7715 7716 7717 7718 7719 7720 7721 7722 7723 7724 7725 7726 7727 7728 7729 7730 7731 7732 7733 7734 7735 7736 7737 7738 7739 7740 7741 7742 7743 7744 7745 7746 7747 7748 7749 7750 7751 7752 7753 7754 7755 7756 7757 7758 7759 7760 7761 7762 7763 7764 7765 7766 7767 7768 7769 7770 7771 7772 7773 7774 7775 7776 7777 7778 7779 7780 7781 7782 7783 7784 7785 7786 7787 7788 7789 7790 7791 7792 7793 7794 7795 7796 7797 7798 7799 7800 7801 7802 7803 7804 7805 7806 7807 7808 7809 7810 7811 7812 7813 7814 7815 7816 7817 7818 7819 7820 7821 7822 7823 7824 7825 7826 7827 7828 7829 7830 7831 7832 7833 7834 7835 7836 7837 7838 7839 7840 7841 7842 7843 7844 7845 7846 7847 7848 7849 7850 7851 7852 7853 7854 7855 7856 7857 7858 7859 7860 7861 7862 7863 7864 7865 7866 7867 7868 7869 7870 7871 7872 7873 7874 7875 7876 7877 7878 7879 7880 7881 7882 7883 7884 7885 7886 7887 7888 7889 7890 7891 7892 7893 7894 7895 7896 7897 7898 7899 7900 7901 7902 7903 7904 7905 7906 7907 7908 7909 7910 7911 7912 7913 7914 7915 7916 7917 7918 7919 7920 7921 7922 7923 7924 7925 7926 7927 7928 7929 7930 7931 7932 7933 7934 7935 7936 7937 7938 7939 7940 7941 7942 7943 7944 7945 7946 7947 7948 7949 7950 7951 7952 7953 7954 7955 7956 7957 7958 7959 7960 7961 7962 7963 7964 7965 7966 7967 7968 7969 7970 7971 7972 7973 7974 7975 7976 7977 7978 7979 7980 7981 7982 7983 7984 7985 7986 7987 7988 7989 7990 7991 7992 7993 7994 7995 7996 7997 7998 7999 8000 8001 8002 8003 8004 8005 8006 8007 8008 8009 8010 8011 8012 8013 8014 8015 8016 8017 8018 8019 8020 8021 8022 8023 8024 8025 8026 8027 8028 8029 8030 8031 8032 8033 8034 8035 8036 8037 8038 8039 8040 8041 8042 8043 8044 8045 8046 8047 8048 8049 8050 8051 8052 8053 8054 8055 8056 8057 8058 8059 8060 8061 8062 8063 8064 8065 8066 8067 8068 8069 8070 8071 8072 8073 8074 8075 8076 8077 8078 8079 8080 8081 8082 8083 8084 8085 8086 8087 8088 8089 8090 8091 8092 8093 8094 8095 8096 8097 8098 8099 8100 8101 8102 8103 8104 8105 8106 8107 8108 8109 8110 8111 8112 8113 8114 8115 8116 8117 8118 8119 8120 8121 8122 8123 8124 8125 8126 8127 8128 8129 8130 8131 8132 8133 8134 8135 8136 8137 8138 8139 8140 8141 8142 8143 8144 8145 8146 8147 8148 8149 8150 8151 8152 8153 8154 8155 8156 8157 8158 8159 8160 8161 8162 8163 8164 8165 8166 8167 8168 8169 8170 8171 8172 8173 8174 8175 8176 8177 8178 8179 8180 8181 8182 8183 8184 8185 8186 8187 8188 8189 8190 8191 8192 8193 8194 8195 8196 8197 8198 8199 8200 8201 8202 8203 8204 8205 8206 8207 8208 8209 8210 8211 8212 8213 8214 8215 8216 8217 8218 8219 8220 8221 8222 8223 8224 8225 8226 8227 8228 8229 8230 8231 8232 8233 8234 8235 8236 8237 8238 8239 8240 8241 8242 8243 8244 8245 8246 8247 8248 8249 8250 8251 8252 8253 8254 8255 8256 8257 8258 8259 8260 8261 8262 8263 8264 8265 8266 8267 8268 8269 8270 8271 8272 8273 8274 8275 8276 8277 8278 8279 8280 8281 8282 8283 8284 8285 8286 8287 8288 8289 8290 8291 8292 8293 8294 8295 8296 8297 8298 8299 8300 8301 8302 8303 8304 8305 8306 8307 8308 8309 8310 8311 8312 8313 8314 8315 8316 8317 8318 8319 8320 8321 8322 8323 8324 8325 8326 8327 8328 8329 8330 8331 8332 8333 8334 8335 8336 8337 8338 8339 8340 8341 8342 8343 8344 8345 8346 8347 8348 8349 8350 8351 8352 8353 8354 8355 8356 8357 8358 8359 8360 8361 8362 8363 8364 8365 8366 8367 8368 8369 8370 8371 8372 8373 8374 8375 8376 8377 8378 8379 8380 8381 8382 8383 8384 8385 8386 8387 8388 8389 8390 8391 8392 8393 8394 8395 8396 8397 8398 8399 8400 8401 8402 8403 8404 8405 8406 8407 8408 8409 8410 8411 8412 8413 8414 8415 8416 8417 8418 8419 8420 8421 8422 8423 8424 8425 8426 8427 8428 8429 8430 8431 8432 8433 8434 8435 8436 8437 8438 8439 8440 8441 8442 8443 8444 8445 8446 8447 8448 8449 8450 8451 8452 8453 8454 8455 8456 8457 8458 8459 8460 8461 8462 8463 8464 8465 8466 8467 8468 8469 8470 8471 8472 8473 8474 8475 8476 8477 8478 8479 8480 8481 8482 8483 8484 8485 8486 8487 8488 8489 8490 8491 8492 8493 8494 8495 8496 8497 8498 8499 8500 8501 8502 8503 8504 8505 8506 8507 8508 8509 8510 8511 8512 8513 8514 8515 8516 8517 8518 8519 8520 8521 8522 8523 8524 8525 8526 8527 8528 8529 8530 8531 8532 8533 8534 8535 8536 8537 8538 8539 8540 8541 8542 8543 8544 8545 8546 8547 8548 8549 8550 8551 8552 8553 8554 8555 8556 8557 8558 8559 8560 8561 8562 8563 8564 8565 8566 8567 8568 8569 8570 8571 8572 8573 8574 8575 8576 8577 8578 8579 8580 8581 8582 8583 8584 8585 8586 8587 8588 8589 8590 8591 8592 8593 8594 8595 8596 8597 8598 8599 8600 8601 8602 8603 8604 8605 8606 8607 8608 8609 8610 8611 8612 8613 8614 8615 8616 8617 8618 8619 8620 8621 8622 8623 8624 8625 8626 8627 8628 8629 8630 8631 8632 8633 8634 8635 8636 8637 8638 8639 8640 8641 8642 8643 8644 8645 8646 8647 8648 8649 8650 8651 8652 8653 8654 8655 8656 8657 8658 8659 8660 8661 8662 8663 8664 8665 8666 8667 8668 8669 8670 8671 8672 8673 8674 8675 8676 8677 8678 8679 8680 8681 8682 8683 8684 8685 8686 8687 8688 8689 8690 8691 8692 8693 8694 8695 8696 8697 8698 8699 8700 8701 8702 8703 8704 8705 8706 8707 8708 8709 8710 8711 8712 8713 8714 8715 8716 8717 8718 8719 8720 8721 8722 8723 8724 8725 8726 8727 8728 8729 8730 8731 8732 8733 8734 8735 8736 8737 8738 8739 8740 8741 8742 8743 8744 8745 8746 8747 8748 8749 8750 8751 8752 8753 8754 8755 8756 8757 8758 8759 8760 8761 8762 8763 8764 8765 8766 8767 8768 8769 8770 8771 8772 8773 8774 8775 8776 8777 8778 8779 8780 8781 8782 8783 8784 8785 8786 8787 8788 8789 8790 8791 8792 8793 8794 8795 8796 8797 8798 8799 8800 8801 8802 8803 8804 8805 8806 8807 8808 8809 8810 8811 8812 8813 8814 8815 8816 8817 8818 8819 8820 8821 8822 8823 8824 8825 8826 8827 8828 8829 8830 8831 8832 8833 8834 8835 8836 8837 8838 8839 8840 8841 8842 8843 8844 8845 8846 8847 8848 8849 8850 8851 8852 8853 8854 8855 8856 8857 8858 8859 8860 8861 8862 8863 8864 8865 8866 8867 8868 8869 8870 8871 8872 8873 8874 8875 8876 8877 8878 8879 8880 8881 8882 8883 8884 8885 8886 8887 8888 8889 8890 8891 8892 8893 8894 8895 8896 8897 8898 8899 8900 8901 8902 8903 8904 8905 8906 8907 8908 8909 8910 8911 8912 8913 8914 8915 8916 8917 8918 8919 8920 8921 8922 8923 8924 8925 8926 8927 8928 8929 8930 8931 8932 8933 8934 8935 8936 8937 8938 8939 8940 8941 8942 8943 8944 8945 8946 8947 8948 8949 8950 8951 8952 8953 8954 8955 8956 8957 8958 8959 8960 8961 8962 8963 8964 8965 8966 8967 8968 8969 8970 8971 8972 8973 8974 8975 8976 8977 8978 8979 8980 8981 8982 8983 8984 8985 8986 8987 8988 8989 8990 8991 8992 8993 8994 8995 8996 8997 8998 8999 9000 9001 9002 9003 9004 9005 9006 9007 9008 9009 9010 9011 9012 9013 9014 9015 9016 9017 9018 9019 9020 9021 9022 9023 9024 9025 9026 9027 9028 9029 9030 9031 9032 9033 9034 9035 9036 9037 9038 9039 9040 9041 9042 9043 9044 9045 9046 9047 9048 9049 9050 9051 9052 9053 9054 9055 9056 9057 9058 9059 9060 9061 9062 9063 9064 9065 9066 9067 9068 9069 9070 9071 9072 9073 9074 9075 9076 9077 9078 9079 9080 9081 9082 9083 9084 9085 9086 9087 9088 9089 9090 9091 9092 9093 9094 9095 9096 9097 9098 9099 9100 9101 9102 9103 9104 9105 9106 9107 9108 9109 9110 9111 9112 9113 9114 9115 9116 9117 9118 9119 9120 9121 9122 9123 9124 9125 9126 9127 9128 9129 9130 9131 9132 9133 9134 9135 9136 9137 9138 9139 9140 9141 9142 9143 9144 9145 9146 9147 9148 9149 9150 9151 9152 9153 9154 9155 9156 9157 9158 9159 9160 9161 9162 9163 9164 9165 9166 9167 9168 9169 9170 9171 9172 9173 9174 9175 9176 9177 9178 9179 9180 9181 9182 9183 9184 9185 9186 9187 9188 9189 9190 9191 9192 9193 9194 9195 9196 9197 9198 9199 9200 9201 9202 9203 9204 9205 9206 9207 9208 9209 9210 9211 9212 9213 9214 9215 9216 9217 9218 9219 9220 9221 9222 9223 9224 9225 9226 9227 9228 9229 9230 9231 9232 9233 9234 9235 9236 9237 9238 9239 9240 9241 9242 9243 9244 9245 9246 9247 9248 9249 9250 9251 9252 9253 9254 9255 9256 9257 9258 9259 9260 9261 9262 9263 9264 9265 9266 9267 9268 9269 9270 9271 9272 9273 9274 9275 9276 9277 9278 9279 9280 9281 9282 9283 9284 9285 9286 9287 9288 9289 9290 9291 9292 9293 9294 9295 9296 9297 9298 9299 9300 9301 9302 9303 9304 9305 9306 9307 9308 9309 9310 9311 9312 9313 9314 9315 9316 9317 9318 9319 9320 9321 9322 9323 9324 9325 9326 9327 9328 9329 9330 9331 9332 9333 9334 9335 9336 9337 9338 9339 9340 9341 9342 9343 9344 9345 9346 9347 9348 9349 9350 9351 9352 9353 9354 9355 9356 9357 9358 9359 9360 9361 9362 9363 9364 9365 9366 9367 9368 9369 9370 9371 9372 9373 9374 9375 9376 9377 9378 9379 9380 9381 9382 9383 9384 9385 9386 9387 9388 9389 9390 9391 9392 9393 9394 9395 9396 9397 9398 9399 9400 9401 9402 9403 9404 9405 9406 9407 9408 9409 9410 9411 9412 9413 9414 9415 9416 9417 9418 9419 9420 9421 9422 9423 9424 9425 9426 9427 9428 9429 9430 9431 9432 9433 9434 9435 9436 9437 9438 9439 9440 9441 9442 9443 9444 9445 9446 9447 9448 9449 9450 9451 9452 9453 9454 9455 9456 9457 9458 9459 9460 9461 9462 9463 9464 9465 9466 9467 9468 9469 9470 9471 9472 9473 9474 9475 9476 9477 9478 9479 9480 9481 9482 9483 9484 9485 9486 9487 9488 9489 9490 9491 9492 9493 9494 9495 9496 9497 9498 9499 9500 9501 9502 9503 9504 9505 9506 9507 9508 9509 9510 9511 9512 9513 9514 9515 9516 9517 9518 9519 9520 9521 9522 9523 9524 9525 9526 9527 9528 9529 9530 9531 9532 9533 9534 9535 9536 9537 9538 9539 9540 9541 9542 9543 9544 9545 9546 9547 9548 9549 9550 9551 9552 9553 9554 9555 9556 9557 9558 9559 9560 9561 9562 9563 9564 9565 9566 9567 9568 9569 9570 9571 9572 9573 9574 9575 9576 9577 9578 9579 9580 9581 9582 9583 9584 9585 9586 9587 9588 9589 9590 9591 9592 9593 9594 9595 9596 9597 9598 9599 9600 9601 9602 9603 9604 9605 9606 9607 9608 9609 9610 9611 9612 9613 9614 9615 9616 9617 9618 9619 9620 9621 9622 9623 9624 9625 9626 9627 9628 9629 9630 9631 9632 9633 9634 9635 9636 9637 9638 9639 9640 9641 9642 9643 9644 9645 9646 9647 9648 9649 9650 9651 9652 9653 9654 9655 9656 9657 9658 9659 9660 9661 9662 9663 9664 9665 9666 9667 9668 9669 9670 9671 9672 9673 9674 9675 9676 9677 9678 9679 9680 9681 9682 9683 9684 9685 9686 9687 9688 9689 9690 9691 9692 9693 9694 9695 9696 9697 9698 9699 9700 9701 9702 9703 9704 9705 9706 9707 9708 9709 9710 9711 9712 9713 9714 9715 9716 9717 9718 9719 9720 9721 9722 9723 9724 9725 9726 9727 9728 9729 9730 9731 9732 9733 9734 9735 9736 9737 9738 9739 9740 9741 9742 9743 9744 9745 9746 9747 9748 9749 9750 9751 9752 9753 9754 9755 9756 9757 9758 9759 9760 9761 9762 9763 9764 9765 9766 9767 9768 9769 9770 9771 9772 9773 9774 9775 9776 9777 9778 9779 9780 9781 9782 9783 9784 9785 9786 9787 9788 9789 9790 9791 9792 9793 9794 9795 9796 9797 9798 9799 9800 9801 9802 9803 9804 9805 9806 9807 9808 9809 9810 9811 9812 9813 9814 9815 9816 9817 9818 9819 9820 9821 9822 9823 9824 9825 9826 9827 9828 9829 9830 9831 9832 9833 9834 9835 9836 9837 9838 9839 9840 9841 9842 9843 9844 9845 9846 9847 9848 9849 9850 9851 9852 9853 9854 9855 9856 9857 9858 9859 9860 9861 9862 9863 9864 9865 9866 9867 9868 9869 9870 9871 9872 9873 9874 9875 9876 9877 9878 9879 9880 9881 9882 9883 9884 9885 9886 9887 9888 9889 9890 9891 9892 9893 9894 9895 9896 9897 9898 9899 9900 9901 9902 9903 9904 9905 9906 9907 9908 9909 9910 9911 9912 9913 9914 9915 9916 9917 9918 9919 9920 9921 9922 9923 9924 9925 9926 9927 9928 9929 9930 9931 9932 9933 9934 9935 9936 9937 9938 9939 9940 9941 9942 9943 9944 9945 9946 9947 9948 9949 9950 9951 9952 9953 9954 9955 9956 9957 9958 9959 9960 9961 9962 9963 9964 9965 9966 9967 9968 9969 9970 9971 9972 9973 9974 9975 9976 9977 9978 9979 9980 9981 9982 9983 9984 9985 9986 9987 9988 9989 9990 9991 9992 9993 9994 9995 9996 9997 9998 9999 10000 10001 10002 10003 10004 10005 10006 10007 10008 10009 10010 10011 10012 10013 10014 10015 10016 10017 10018 10019 10020 10021 10022 10023 10024 10025 10026 10027 10028 10029 10030 10031 10032 10033 10034 10035 10036 10037 10038 10039 10040 10041 10042 10043 10044 10045 10046 10047 10048 10049 10050 10051 10052 10053 10054 10055 10056 10057 10058 10059 10060 10061 10062 10063 10064 10065 10066 10067 10068 10069 10070 10071 10072 10073 10074 10075 10076 10077 10078 10079 10080 10081 10082 10083 10084 10085 10086 10087 10088 10089 10090 10091 10092 10093 10094 10095 10096 10097 10098 10099 10100 10101 10102 10103 10104 10105 10106 10107 10108 10109 10110 10111 10112 10113 10114 10115 10116 10117 10118 10119 10120 10121 10122 10123 10124 10125 10126 10127 10128 10129 10130 10131 10132 10133 10134 10135 10136 10137 10138 10139 10140 10141 10142 10143 10144 10145 10146 10147 10148 10149 10150 10151 10152 10153 10154 10155 10156 10157 10158 10159 10160 10161 10162 10163 10164 10165 10166 10167 10168 10169 10170 10171 10172 10173 10174 10175 10176 10177 10178 10179 10180 10181 10182 10183 10184 10185 10186 10187 10188 10189 10190 10191 10192 10193 10194 10195 10196 10197 10198 10199 10200 10201 10202 10203 10204 10205 10206 10207 10208 10209 10210 10211 10212 10213 10214 10215 10216 10217 10218 10219 10220 10221 10222 10223 10224 10225 10226 10227 10228 10229 10230 10231 10232 10233 10234 10235 10236 10237 10238 10239 10240 10241 10242 10243 10244 10245 10246 10247 10248 10249 10250 10251 10252 10253 10254 10255 10256 10257 10258 10259 10260 10261 10262 10263 10264 10265 10266 10267 10268 10269 10270 10271 10272 10273 10274 10275 10276 10277 10278 10279 10280 10281 10282 10283 10284 10285 10286 10287 10288 10289 10290 10291 10292 10293 10294 10295 10296 10297 10298 10299 10300 10301 10302 10303 10304 10305 10306 10307 10308 10309 10310 10311 10312 10313 10314 10315 10316 10317 10318 10319 10320 10321 10322 10323 10324 10325 10326 10327 10328 10329 10330 10331 10332 10333 10334 10335 10336 10337 10338 10339 10340 10341 10342 10343 10344 10345 10346 10347 10348 10349 10350 10351 10352 10353 10354 10355 10356 10357 10358 10359 10360 10361 10362 10363 10364 10365 10366 10367 10368 10369 10370 10371 10372 10373 10374 10375 10376 10377 10378 10379 10380 10381 10382 10383 10384 10385 10386 10387 10388 10389 10390 10391 10392 10393 10394 10395 10396 10397 10398 10399 10400 10401 10402 10403 10404 10405 10406 10407 10408 10409 10410 10411 10412 10413 10414 10415 10416 10417 10418 10419 10420 10421 10422 10423 10424 10425 10426 10427 10428 10429 10430 10431 10432 10433 10434 10435 10436 10437 10438 10439 10440 10441 10442 10443 10444 10445 10446 10447 10448 10449 10450 10451 10452 10453 10454 10455 10456 10457 10458 10459 10460 10461 10462 10463 10464 10465 10466 10467 10468 10469 10470 10471 10472 10473 10474 10475 10476 10477 10478 10479 10480 10481 10482 10483 10484 10485 10486 10487 10488 10489 10490 10491 10492 10493 10494 10495 10496 10497 10498 10499 10500 10501 10502 10503 10504 10505 10506 10507 10508 10509 10510 10511 10512 10513 10514 10515 10516 10517 10518 10519 10520 10521 10522 10523 10524 10525 10526 10527 10528 10529 10530 10531 10532 10533 10534 10535 10536 10537 10538 10539 10540 10541 10542 10543 10544 10545 10546 10547 10548 10549 10550 10551 10552 10553 10554 10555 10556 10557 10558 10559 10560 10561 10562 10563 10564 10565 10566 10567 10568 10569 10570 10571 10572 10573 10574 10575 10576 10577 10578 10579 10580 10581 10582 10583 10584 10585 10586 10587 10588 10589 10590 10591 10592 10593 10594 10595 10596 10597 10598 10599 10600 10601 10602 10603 10604 10605 10606 10607 10608 10609 10610 10611 10612 10613 10614 10615 10616 10617 10618 10619 10620 10621 10622 10623 10624 10625 10626 10627 10628 10629 10630 10631 10632 10633 10634 10635 10636 10637 10638 10639 10640 10641 10642 10643 10644 10645 10646 10647 10648 10649 10650 10651 10652 10653 10654 10655 10656 10657 10658 10659 10660 10661 10662 10663 10664 10665 10666 10667 10668 10669 10670 10671 10672 10673 10674 10675 10676 10677 10678 10679 10680 10681 10682 10683 10684 10685 10686 10687 10688 10689 10690 10691 10692 10693 10694 10695 10696 10697 10698 10699 10700 10701 10702 10703 10704 10705 10706 10707 10708 10709 10710 10711 10712 10713 10714 10715 10716 10717 10718 10719 10720 10721 10722 10723 10724 10725 10726 10727 10728 10729 10730 10731 10732 10733 10734 10735 10736 10737 10738 10739 10740 10741 10742 10743 10744 10745 10746 10747 10748 10749 10750 10751 10752 10753 10754 10755 10756 10757 10758 10759 10760 10761 10762 10763 10764 10765 10766 10767 10768 10769 10770 10771 10772 10773 10774 10775 10776 10777 10778 10779 10780 10781 10782 10783 10784 10785 10786 10787 10788 10789 10790 10791 10792 10793 10794 10795 10796 10797 10798 10799 10800 10801 10802 10803 10804 10805 10806 10807 10808 10809 10810 10811 10812 10813 10814 10815 10816 10817 10818 10819 10820 10821 10822 10823 10824 10825 10826 10827 10828 10829 10830 10831 10832 10833 10834 10835 10836 10837 10838 10839 10840 10841 10842 10843 10844 10845 10846 10847 10848 10849 10850 10851 10852 10853 10854 10855 10856 10857 10858 10859 10860 10861 10862 10863 10864 10865 10866 10867 10868 10869 10870 10871 10872 10873 10874 10875 10876 10877 10878 10879 10880 10881 10882 10883 10884 10885 10886 10887 10888 10889 10890 10891 10892 10893 10894 10895 10896 10897 10898 10899 10900 10901 10902 10903 10904 10905 10906 10907 10908 10909 10910 10911 10912 10913 10914 10915 10916 10917 10918 10919 10920 10921 10922 10923 10924 10925 10926 10927 10928 10929 10930 10931 10932 10933 10934 10935 10936 10937 10938 10939 10940 10941 10942 10943 10944 10945 10946 10947 10948 10949 10950 10951 10952 10953 10954 10955 10956 10957 10958 10959 10960 10961 10962 10963 10964 10965 10966 10967 10968 10969 10970 10971 10972 10973 10974 10975 10976 10977 10978 10979 10980 10981 10982 10983 10984 10985 10986 10987 10988 10989 10990 10991 10992 10993 10994 10995 10996 10997 10998 10999 11000 11001 11002 11003 11004 11005 11006 11007 11008 11009 11010 11011 11012 11013 11014 11015 11016 11017 11018 11019 11020 11021 11022 11023 11024 11025 11026 11027 11028 11029 11030 11031 11032 11033 11034 11035 11036 11037 11038 11039 11040 11041 11042 11043 11044 11045 11046 11047 11048 11049 11050 11051 11052 11053 11054 11055 11056 11057 11058 11059 11060 11061 11062 11063 11064 11065 11066 11067 11068 11069 11070 11071 11072 11073 11074 11075 11076 11077 11078 11079 11080 11081 11082 11083 11084 11085 11086 11087 11088 11089 11090 11091 11092 11093 11094 11095 11096 11097 11098 11099 11100 11101 11102 11103 11104 11105 11106 11107 11108 11109 11110 11111 11112 11113 11114 11115 11116 11117 11118 11119 11120 11121 11122 11123 11124 11125 11126 11127 11128 11129 11130 11131 11132 11133 11134 11135 11136 11137 11138 11139 11140 11141 11142 11143 11144 11145 11146 11147 11148 11149 11150 11151 11152 11153 11154 11155 11156 11157 11158 11159 11160 11161 11162 11163 11164 11165 11166 11167 11168 11169 11170 11171 11172 11173 11174 11175 11176 11177 11178 11179 11180 11181 11182 11183 11184 11185 11186 11187 11188 11189 11190 11191 11192 11193 11194 11195 11196 11197 11198 11199 11200 11201 11202 11203 11204 11205 11206 11207 11208 11209 11210 11211 11212 11213 11214 11215 11216 11217 11218 11219 11220 11221 11222 11223 11224 11225 11226 11227 11228 11229 11230 11231 11232 11233 11234 11235 11236 11237 11238 11239 11240 11241 11242 11243 11244 11245 11246 11247 11248 11249 11250 11251 11252 11253 11254 11255 11256 11257 11258 11259 11260 11261 11262 11263 11264 11265 11266 11267 11268 11269 11270 11271 11272 11273 11274 11275 11276 11277 11278 11279 11280 11281 11282 11283 11284 11285 11286 11287 11288 11289 11290 11291 11292 11293 11294 11295 11296 11297 11298 11299 11300 11301 11302 11303 11304 11305 11306 11307 11308 11309 11310 11311 11312 11313 11314 11315 11316 11317 11318 11319 11320 11321 11322 11323 11324 11325 11326 11327 11328 11329 11330 11331 11332 11333 11334 11335 11336 11337 11338 11339 11340 11341 11342 11343 11344 11345 11346 11347 11348 11349 11350 11351 11352 11353 11354 11355 11356 11357 11358 11359 11360 11361 11362 11363 11364 11365 11366 11367 11368 11369 11370 11371 11372 11373 11374 11375 11376 11377 11378 11379 11380 11381 11382 11383 11384 11385 11386 11387 11388 11389 11390 11391 11392 11393 11394 11395 11396 11397 11398 11399 11400 11401 11402 11403 11404 11405 11406 11407 11408 11409 11410 11411 11412 11413 11414 11415 11416 11417 11418 11419 11420 11421 11422 11423 11424 11425 11426 11427 11428 11429 11430 11431 11432 11433 11434 11435 11436 11437 11438 11439 11440 11441 11442 11443 11444 11445 11446 11447 11448 11449 11450 11451 11452 11453 11454 11455 11456 11457 11458 11459 11460 11461 11462 11463 11464 11465 11466 11467 11468 11469 11470 11471 11472 11473 11474 11475 11476 11477 11478 11479 11480 11481 11482 11483 11484 11485 11486 11487 11488 11489 11490 11491 11492 11493 11494 11495 11496 11497 11498 11499 11500 11501 11502 11503 11504 11505 11506 11507 11508 11509 11510 11511 11512 11513 11514 11515 11516 11517 11518 11519 11520 11521 11522 11523 11524 11525 11526 11527 11528 11529 11530 11531 11532 11533 11534 11535 11536 11537 11538 11539 11540 11541 11542 11543 11544 11545 11546 11547 11548 11549 11550 11551 11552 11553 11554 11555 11556 11557 11558 11559 11560 11561 11562 11563 11564 11565 11566 11567 11568 11569 11570 11571 11572 11573 11574 11575 11576 11577 11578 11579 11580 11581 11582 11583 11584 11585 11586 11587 11588 11589 11590 11591 11592 11593 11594 11595 11596 11597 11598 11599 11600 11601 11602 11603 11604 11605 11606 11607 11608 11609 11610 11611 11612 11613 11614 11615 11616 11617 11618 11619 11620 11621 11622 11623 11624 11625 11626 11627 11628 11629 11630 11631 11632 11633 11634 11635 11636 11637 11638 11639 11640 11641 11642 11643 11644 11645 11646 11647 11648 11649 11650 11651 11652 11653 11654 11655 11656 11657 11658 11659 11660 11661 11662 11663 11664 11665 11666 11667 11668 11669 11670 11671 11672 11673 11674 11675 11676 11677 11678 11679 11680 11681 11682 11683 11684 11685 11686 11687 11688 11689 11690 11691 11692 11693 11694 11695 11696 11697 11698 11699 11700 11701 11702 11703 11704 11705 11706 11707 11708 11709 11710 11711 11712 11713 11714 11715 11716 11717 11718 11719 11720 11721 11722 11723 11724 11725 11726 11727 11728 11729 11730 11731 11732 11733 11734 11735 11736 11737 11738 11739 11740 11741 11742 11743 11744 11745 11746 11747 11748 11749 11750 11751 11752 11753 11754 11755 11756 11757 11758 11759 11760 11761 11762 11763 11764 11765 11766 11767 11768 11769 11770 11771 11772 11773 11774 11775 11776 11777 11778 11779 11780 11781 11782 11783 11784 11785 11786 11787 11788 11789 11790 11791 11792 11793 11794 11795 11796 11797 11798 11799 11800 11801 11802 11803 11804 11805 11806 11807 11808 11809 11810 11811 11812 11813 11814 11815 11816 11817 11818 11819 11820 11821 11822 11823 11824 11825 11826 11827 11828 11829 11830 11831 11832 11833 11834 11835 11836 11837 11838 11839 11840 11841 11842 11843 11844 11845 11846 11847 11848 11849 11850 11851 11852 11853 11854 11855 11856 11857 11858 11859 11860 11861 11862 11863 11864 11865 11866 11867 11868 11869 11870 11871 11872 11873 11874 11875 11876 11877 11878 11879 11880 11881 11882 11883 11884 11885 11886 11887 11888 11889 11890 11891 11892 11893 11894 11895 11896 11897 11898 11899 11900 11901 11902 11903 11904 11905 11906 11907 11908 11909 11910 11911 11912 11913 11914 11915 11916 11917 11918 11919 11920 11921 11922 11923 11924 11925 11926 11927 11928 11929 11930 11931 11932 11933 11934 11935 11936 11937 11938 11939 11940 11941 11942 11943 11944 11945 11946 11947 11948 11949 11950 11951 11952 11953 11954 11955 11956 11957 11958 11959 11960 11961 11962 11963 11964 11965 11966 11967 11968 11969 11970 11971 11972 11973 11974 11975 11976 11977 11978 11979 11980 11981 11982 11983 11984 11985 11986 11987 11988 11989 11990 11991 11992 11993 11994 11995 11996 11997 11998 11999 12000 12001 12002 12003 12004 12005 12006 12007 12008 12009 12010 12011 12012 12013 12014 12015 12016 12017 12018 12019 12020 12021 12022 12023 12024 12025 12026 12027 12028 12029 12030 12031 12032 12033 12034 12035 12036 12037 12038 12039 12040 12041 12042 12043 12044 12045 12046 12047 12048 12049 12050 12051 12052 12053 12054 12055 12056 12057 12058 12059 12060 12061 12062 12063 12064 12065 12066 12067 12068 12069 12070 12071 12072 12073 12074 12075 12076 12077 12078 12079 12080 12081 12082 12083 12084 12085 12086 12087 12088 12089 12090 12091 12092 12093 12094 12095 12096 12097 12098 12099 12100 12101 12102 12103 12104 12105 12106 12107 12108 12109 12110 12111 12112 12113 12114 12115 12116 12117 12118 12119 12120 12121 12122 12123 12124 12125 12126 12127 12128 12129 12130 12131 12132 12133 12134 12135 12136 12137 12138 12139 12140 12141 12142 12143 12144 12145 12146 12147 12148 12149 12150 12151 12152 12153 12154 12155 12156 12157 12158 12159 12160 12161 12162 12163 12164 12165 12166 12167 12168 12169 12170 12171 12172 12173 12174 12175 12176 12177 12178 12179 12180 12181 12182 12183 12184 12185 12186 12187 12188 12189 12190 12191 12192 12193 12194 12195 12196 12197 12198 12199 12200 12201 12202 12203 12204 12205 12206 12207 12208 12209 12210 12211 12212 12213 12214 12215 12216 12217 12218 12219 12220 12221 12222 12223 12224 12225 12226 12227 12228 12229 12230 12231 12232 12233 12234 12235 12236 12237 12238 12239 12240 12241 12242 12243 12244 12245 12246 12247 12248 12249 12250 12251 12252 12253 12254 12255 12256 12257 12258 12259 12260 12261 12262 12263 12264 12265 12266 12267 12268 12269 12270 12271 12272 12273 12274 12275 12276 12277 12278 12279 12280 12281 12282 12283 12284 12285 12286 12287 12288 12289 12290 12291 12292 12293 12294 12295 12296 12297 12298 12299 12300 12301 12302 12303 12304 12305 12306 12307 12308 12309 12310 12311 12312 12313 12314 12315 12316 12317 12318 12319 12320 12321 12322 12323 12324 12325 12326 12327 12328 12329 12330 12331 12332 12333 12334 12335 12336 12337 12338 12339 12340 12341 12342 12343 12344 12345 12346 12347 12348 12349 12350 12351 12352 12353 12354 12355 12356 12357 12358 12359 12360 12361 12362 12363 12364 12365 12366 12367 12368 12369 12370 12371 12372 12373 12374 12375 12376 12377 12378 12379 12380 12381 12382 12383 12384 12385 12386 12387 12388 12389 12390 12391 12392 12393 12394 12395 12396 12397 12398 12399 12400 12401 12402 12403 12404 12405 12406 12407 12408 12409 12410 12411 12412 12413 12414 12415 12416 12417 12418 12419 12420 12421 12422 12423 12424 12425 12426 12427 12428 12429 12430 12431 12432 12433 12434 12435 12436 12437 12438 12439 12440 12441 12442 12443 12444 12445 12446 12447 12448 12449 12450 12451 12452 12453 12454 12455 12456 12457 12458 12459 12460 12461 12462 12463 12464 12465 12466 12467 12468 12469 12470 12471 12472 12473 12474 12475 12476 12477 12478 12479 12480 12481 12482 12483 12484 12485 12486 12487 12488 12489 12490 12491 12492 12493 12494 12495 12496 12497 12498 12499 12500 12501 12502 12503 12504 12505 12506 12507 12508 12509 12510 12511 12512 12513 12514 12515 12516 12517 12518 12519 12520 12521 12522 12523 12524 12525 12526 12527 12528 12529 12530 12531 12532 12533 12534 12535 12536 12537 12538 12539 12540 12541 12542 12543 12544 12545 12546 12547 12548 12549 12550 12551 12552 12553 12554 12555 12556 12557 12558 12559 12560 12561 12562 12563 12564 12565 12566 12567 12568 12569 12570 12571 12572 12573 12574 12575 12576 12577 12578 12579 12580 12581 12582 12583 12584 12585 12586 12587 12588 12589 12590 12591 12592 12593 12594 12595 12596 12597 12598 12599 12600 12601 12602 12603 12604 12605 12606 12607 12608 12609 12610 12611 12612 12613 12614 12615 12616 12617 12618 12619 12620 12621 12622 12623 12624 12625 12626 12627 12628 12629 12630 12631 12632 12633 12634 12635 12636 12637 12638 12639 12640 12641 12642 12643 12644 12645 12646 12647 12648 12649 12650 12651 12652 12653 12654 12655 12656 12657 12658 12659 12660 12661 12662 12663 12664 12665 12666 12667 12668 12669 12670 12671 12672 12673 12674 12675 12676 12677 12678 12679 12680 12681 12682 12683 12684 12685 12686 12687 12688 12689 12690 12691 12692 12693 12694 12695 12696 12697 12698 12699 12700 12701 12702 12703 12704 12705 12706 12707 12708 12709 12710 12711 12712 12713 12714 12715 12716 12717 12718 12719 12720 12721 12722 12723 12724 12725 12726 12727 12728 12729 12730 12731 12732 12733 12734 12735 12736 12737 12738 12739 12740 12741 12742 12743 12744 12745 12746 12747 12748 12749 12750 12751 12752 12753 12754 12755 12756 12757 12758 12759 12760 12761 12762 12763 12764 12765 12766 12767 12768 12769 12770 12771 12772 12773 12774 12775 12776 12777 12778 12779 12780 12781 12782 12783 12784 12785 12786 12787 12788 12789 12790 12791 12792 12793 12794 12795 12796 12797 12798 12799 12800 12801 12802 12803 12804 12805 12806 12807 12808 12809 12810 12811 12812 12813 12814 12815 12816 12817 12818 12819 12820 12821 12822 12823 12824 12825 12826 12827 12828 12829 12830 12831 12832 12833 12834 12835 12836 12837 12838 12839 12840 12841 12842 12843 12844 12845 12846 12847 12848 12849 12850 12851 12852 12853 12854 12855 12856 12857 12858 12859 12860 12861 12862 12863 12864 12865 12866 12867 12868 12869 12870 12871 12872 12873 12874 12875 12876 12877 12878 12879 12880 12881 12882 12883 12884 12885 12886 12887 12888 12889 12890 12891 12892 12893 12894 12895 12896 12897 12898 12899 12900 12901 12902 12903 12904 12905 12906 12907 12908 12909 12910 12911 12912 12913 12914 12915 12916 12917 12918 12919 12920 12921 12922 12923 12924 12925 12926 12927 12928 12929 12930 12931 12932 12933 12934 12935 12936 12937 12938 12939 12940 12941 12942 12943 12944 12945 12946 12947 12948 12949 12950 12951 12952 12953 12954 12955 12956 12957 12958 12959 12960 12961 12962 12963 12964 12965 12966 12967 12968 12969 12970 12971 12972 12973 12974 12975 12976 12977 12978 12979 12980 12981 12982 12983 12984 12985 12986 12987 12988 12989 12990 12991 12992 12993 12994 12995 12996 12997 12998 12999 13000 13001 13002 13003 13004 13005 13006 13007 13008 13009 13010 13011 13012 13013 13014 13015 13016 13017 13018 13019 13020 13021 13022 13023 13024 13025 13026 13027 13028 13029 13030 13031 13032 13033 13034 13035 13036 13037 13038 13039 13040 13041 13042 13043 13044 13045 13046 13047 13048 13049 13050 13051 13052 13053 13054 13055 13056 13057 13058 13059 13060 13061 13062 13063 13064 13065 13066 13067 13068 13069 13070 13071 13072 13073 13074 13075 13076 13077 13078 13079 13080 13081 13082 13083 13084 13085 13086 13087 13088 13089 13090 13091 13092 13093 13094 13095 13096 13097 13098 13099 13100 13101 13102 13103 13104 13105 13106 13107 13108 13109 13110 13111 13112 13113 13114 13115 13116 13117 13118 13119 13120 13121 13122 13123 13124 13125 13126 13127 13128 13129 13130 13131 13132 13133 13134 13135 13136 13137 13138 13139 13140 13141 13142 13143 13144 13145 13146 13147 13148 13149 13150 13151 13152 13153 13154 13155 13156 13157 13158 13159 13160 13161 13162 13163 13164 13165 13166 13167 13168 13169 13170 13171 13172 13173 13174 13175 13176 13177 13178 13179 13180 13181 13182 13183 13184 13185 13186 13187 13188 13189 13190 13191 13192 13193 13194 13195 13196 13197 13198 13199 13200 13201 13202 13203 13204 13205 13206 13207 13208 13209 13210 13211 13212 13213 13214 13215 13216 13217 13218 13219 13220 13221 13222 13223 13224 13225 13226 13227 13228 13229 13230 13231 13232 13233 13234 13235 13236 13237 13238 13239 13240 13241 13242 13243 13244 13245 13246 13247 13248 13249 13250 13251 13252 13253 13254 13255 13256 13257 13258 13259 13260 13261 13262 13263 13264 13265 13266 13267 13268 13269 13270 13271 13272 13273 13274 13275 13276 13277 13278 13279 13280 13281 13282 13283 13284 13285 13286 13287 13288 13289 13290 13291 13292 13293 13294 13295 13296 13297 13298 13299 13300 13301 13302 13303 13304 13305 13306 13307 13308 13309 13310 13311 13312 13313 13314 13315 13316 13317 13318 13319 13320 13321 13322 13323 13324 13325 13326 13327 13328 13329 13330 13331 13332 13333 13334 13335 13336 13337 13338 13339 13340 13341 13342 13343 13344 13345 13346 13347 13348 13349 13350 13351 13352 13353 13354 13355 13356 13357 13358 13359 13360 13361 13362 13363 13364 13365 13366 13367 13368 13369 13370 13371 13372 13373 13374 13375 13376 13377 13378 13379 13380 13381 13382 13383 13384 13385 13386 13387 13388 13389 13390 13391 13392 13393 13394 13395 13396 13397 13398 13399 13400 13401 13402 13403 13404 13405 13406 13407 13408 13409 13410 13411 13412 13413 13414 13415 13416 13417 13418 13419 13420 13421 13422 13423 13424 13425 13426 13427 13428 13429 13430 13431 13432 13433 13434 13435 13436 13437 13438 13439 13440 13441 13442 13443 13444 13445 13446 13447 13448 13449 13450 13451 13452 13453 13454 13455 13456 13457 13458 13459 13460 13461 13462 13463 13464 13465 13466 13467 13468 13469 13470 13471 13472 13473 13474 13475 13476 13477 13478 13479 13480 13481 13482 13483 13484 13485 13486 13487 13488 13489 13490 13491 13492 13493 13494 13495 13496 13497 13498 13499 13500 13501 13502 13503 13504 13505 13506 13507 13508 13509 13510 13511 13512 13513 13514 13515 13516 13517 13518 13519 13520 13521 13522 13523 13524 13525 13526 13527 13528 13529 13530 13531 13532 13533 13534 13535 13536 13537 13538 13539 13540 13541 13542 13543 13544 13545 13546 13547 13548 13549 13550 13551 13552 13553 13554 13555 13556 13557 13558 13559 13560 13561 13562 13563 13564 13565 13566 13567 13568 13569 13570 13571 13572 13573 13574 13575 13576 13577 13578 13579 13580 13581 13582 13583 13584 13585 13586 13587 13588 13589 13590 13591 13592 13593 13594 13595 13596 13597 13598 13599 13600 13601 13602 13603 13604 13605 13606 13607 13608 13609 13610 13611 13612 13613 13614 13615 13616 13617 13618 13619 13620 13621 13622 13623 13624 13625 13626 13627 13628 13629 13630 13631 13632 13633 13634 13635 13636 13637 13638 13639 13640 13641 13642 13643 13644 13645 13646 13647 13648 13649 13650 13651 13652 13653 13654 13655 13656 13657 13658 13659 13660 13661 13662 13663 13664 13665 13666 13667 13668 13669 13670 13671 13672 13673 13674 13675 13676 13677 13678 13679 13680 13681 13682 13683 13684 13685 13686 13687 13688 13689 13690 13691 13692 13693 13694 13695 13696 13697 13698 13699 13700 13701 13702 13703 13704 13705 13706 13707 13708 13709 13710 13711 13712 13713 13714 13715 13716 13717 13718 13719 13720 13721 13722 13723 13724 13725 13726 13727 13728 13729 13730 13731 13732 13733 13734 13735 13736 13737 13738 13739 13740 13741 13742 13743 13744 13745 13746 13747 13748 13749 13750 13751 13752 13753 13754 13755 13756 13757 13758 13759 13760 13761 13762 13763 13764 13765 13766 13767 13768 13769 13770 13771 13772 13773 13774 13775 13776 13777 13778 13779 13780 13781 13782 13783 13784 13785 13786 13787 13788 13789 13790 13791 13792 13793 13794 13795 13796 13797 13798 13799 13800 13801 13802 13803 13804 13805 13806 13807 13808 13809 13810 13811 13812 13813 13814 13815 13816 13817 13818 13819 13820 13821 13822 13823 13824 13825 13826 13827 13828 13829 13830 13831 13832 13833 13834 13835 13836 13837 13838 13839 13840 13841 13842 13843 13844 13845 13846 13847 13848 13849 13850 13851 13852 13853 13854 13855 13856 13857 13858 13859 13860 13861 13862 13863 13864 13865 13866 13867 13868 13869 13870 13871 13872 13873 13874 13875 13876 13877 13878 13879 13880 13881 13882 13883 13884 13885 13886 13887 13888 13889 13890 13891 13892 13893 13894 13895 13896 13897 13898 13899 13900 13901 13902 13903 13904 13905 13906 13907 13908 13909 13910 13911 13912 13913 13914 13915 13916 13917 13918 13919 13920 13921 13922 13923 13924 13925 13926 13927 13928 13929 13930 13931 13932 13933 13934 13935 13936 13937 13938 13939 13940 13941 13942 13943 13944 13945 13946 13947 13948 13949 13950 13951 13952 13953 13954 13955 13956 13957 13958 13959 13960 13961 13962 13963 13964 13965 13966 13967 13968 13969 13970 13971 13972 13973 13974 13975 13976 13977 13978 13979 13980 13981 13982 13983 13984 13985 13986 13987 13988 13989 13990 13991 13992 13993 13994 13995 13996 13997 13998 13999 14000 14001 14002 14003 14004 14005 14006 14007 14008 14009 14010 14011 14012 14013 14014 14015 14016 14017 14018 14019 14020 14021 14022 14023 14024 14025 14026 14027 14028 14029 14030 14031 14032 14033 14034 14035 14036 14037 14038 14039 14040 14041 14042 14043 14044 14045 14046 14047 14048 14049 14050 14051 14052 14053 14054 14055 14056 14057 14058 14059 14060 14061 14062 14063 14064 14065 14066 14067 14068 14069 14070 14071 14072 14073 14074 14075 14076 14077 14078 14079 14080 14081 14082 14083 14084 14085 14086 14087 14088 14089 14090 14091 14092 14093 14094 14095 14096 14097 14098 14099 14100 14101 14102 14103 14104 14105 14106 14107 14108 14109 14110 14111 14112 14113 14114 14115 14116 14117 14118 14119 14120 14121 14122 14123 14124 14125 14126 14127 14128 14129 14130 14131 14132 14133 14134 14135 14136 14137 14138 14139 14140 14141 14142 14143 14144 14145 14146 14147 14148 14149 14150 14151 14152 14153 14154 14155 14156 14157 14158 14159 14160 14161 14162 14163 14164 14165 14166 14167 14168 14169 14170 14171 14172 14173 14174 14175 14176 14177 14178 14179 14180 14181 14182 14183 14184 14185 14186 14187 14188 14189 14190 14191 14192 14193 14194 14195 14196 14197 14198 14199 14200 14201 14202 14203 14204 14205 14206 14207 14208 14209 14210 14211 14212 14213 14214 14215 14216 14217 14218 14219 14220 14221 14222 14223 14224 14225 14226 14227 14228 14229 14230 14231 14232 14233 14234 14235 14236 14237 14238 14239 14240 14241 14242 14243 14244 14245 14246 14247 14248 14249 14250 14251 14252 14253 14254 14255 14256 14257 14258 14259 14260 14261 14262 14263 14264 14265 14266 14267 14268 14269 14270 14271 14272 14273 14274 14275 14276 14277 14278 14279 14280 14281 14282 14283 14284 14285 14286 14287 14288 14289 14290 14291 14292 14293 14294 14295 14296 14297 14298 14299 14300 14301 14302 14303 14304 14305 14306 14307 14308 14309 14310 14311 14312 14313 14314 14315 14316 14317 14318 14319 14320 14321 14322 14323 14324 14325 14326 14327 14328 14329 14330 14331 14332 14333 14334 14335 14336 14337 14338 14339 14340 14341 14342 14343 14344 14345 14346 14347 14348 14349 14350 14351 14352 14353 14354 14355 14356 14357 14358 14359 14360 14361 14362 14363 14364 14365 14366 14367 14368 14369 14370 14371 14372 14373 14374 14375 14376 14377 14378 14379 14380 14381 14382 14383 14384 14385 14386 14387 14388 14389 14390 14391 14392 14393 14394 14395 14396 14397 14398 14399 14400 14401 14402 14403 14404 14405 14406 14407 14408 14409 14410 14411 14412 14413 14414 14415 14416 14417 14418 14419 14420 14421 14422 14423 14424 14425 14426 14427 14428 14429 14430 14431 14432 14433 14434 14435 14436 14437 14438 14439 14440 14441 14442 14443 14444 14445 14446 14447 14448 14449 14450 14451 14452 14453 14454 14455 14456 14457 14458 14459 14460 14461 14462 14463 14464 14465 14466 14467 14468 14469 14470 14471 14472 14473 14474 14475 14476 14477 14478 14479 14480 14481 14482 14483 14484 14485 14486 14487 14488 14489 14490 14491 14492 14493 14494 14495 14496 14497 14498 14499 14500 14501 14502 14503 14504 14505 14506 14507 14508 14509 14510 14511 14512 14513 14514 14515 14516 14517 14518 14519 14520 14521 14522 14523 14524 14525 14526 14527 14528 14529 14530 14531 14532 14533 14534 14535 14536 14537 14538 14539 14540 14541 14542 14543 14544 14545 14546 14547 14548 14549 14550 14551 14552 14553 14554 14555 14556 14557 14558 14559 14560 14561 14562 14563 14564 14565 14566 14567 14568 14569 14570 14571 14572 14573 14574 14575 14576 14577 14578 14579 14580 14581 14582 14583 14584 14585 14586 14587 14588 14589 14590 14591 14592 14593 14594 14595 14596 14597 14598 14599 14600 14601 14602 14603 14604 14605 14606 14607 14608 14609 14610 14611 14612 14613 14614 14615 14616 14617 14618 14619 14620 14621 14622 14623 14624 14625 14626 14627 14628 14629 14630 14631 14632 14633 14634 14635 14636 14637 14638 14639 14640 14641 14642 14643 14644 14645 14646 14647 14648 14649 14650 14651 14652 14653 14654 14655 14656 14657 14658 14659 14660 14661 14662 14663 14664 14665 14666 14667 14668 14669 14670 14671 14672 14673 14674 14675 14676 14677 14678 14679 14680 14681 14682 14683 14684 14685 14686 14687 14688 14689 14690 14691 14692 14693 14694 14695 14696 14697 14698 14699 14700 14701 14702 14703 14704 14705 14706 14707 14708 14709 14710 14711 14712 14713 14714 14715 14716 14717 14718 14719 14720 14721 14722 14723 14724 14725 14726 14727 14728 14729 14730 14731 14732 14733 14734 14735 14736 14737 14738 14739 14740 14741 14742 14743 14744 14745 14746 14747 14748 14749 14750 14751 14752 14753 14754 14755 14756 14757 14758 14759 14760 14761 14762 14763 14764 14765 14766 14767 14768 14769 14770 14771 14772 14773 14774 14775 14776 14777 14778 14779 14780 14781 14782 14783 14784 14785 14786 14787 14788 14789 14790 14791 14792 14793 14794 14795 14796 14797 14798 14799 14800 14801 14802 14803 14804 14805 14806 14807 14808 14809 14810 14811 14812 14813 14814 14815 14816 14817 14818 14819 14820 14821 14822 14823 14824 14825 14826 14827 14828 14829 14830 14831 14832 14833 14834 14835 14836 14837 14838 14839 14840 14841 14842 14843 14844 14845 14846 14847 14848 14849 14850 14851 14852 14853 14854 14855 14856 14857 14858 14859 14860 14861 14862 14863 14864 14865 14866 14867 14868 14869 14870 14871 14872 14873 14874 14875 14876 14877 14878 14879 14880 14881 14882 14883 14884 14885 14886 14887 14888 14889 14890 14891 14892 14893 14894 14895 14896 14897 14898 14899 14900 14901 14902 14903 14904 14905 14906 14907 14908 14909 14910 14911 14912 14913 14914 14915 14916 14917 14918 14919 14920 14921 14922 14923 14924 14925 14926 14927 14928 14929 14930 14931 14932 14933 14934 14935 14936 14937 14938 14939 14940 14941 14942 14943 14944 14945 14946 14947 14948 14949 14950 14951 14952 14953 14954 14955 14956 14957 14958 14959 14960 14961 14962 14963 14964 14965 14966 14967 14968 14969 14970 14971 14972 14973 14974 14975 14976 14977 14978 14979 14980 14981 14982 14983 14984 14985 14986 14987 14988 14989 14990 14991 14992 14993 14994 14995 14996 14997 14998 14999 15000 15001 15002 15003 15004 15005 15006 15007 15008 15009 15010 15011 15012 15013 15014 15015 15016 15017 15018 15019 15020 15021 15022 15023 15024 15025 15026 15027 15028 15029 15030 15031 15032 15033 15034 15035 15036 15037 15038 15039 15040 15041 15042 15043 15044 15045 15046 15047 15048 15049 15050 15051 15052 15053 15054 15055 15056 15057 15058 15059 15060 15061 15062 15063 15064 15065 15066 15067 15068 15069 15070 15071 15072 15073 15074 15075 15076 15077 15078 15079 15080 15081 15082 15083 15084 15085 15086 15087 15088 15089 15090 15091 15092 15093 15094 15095 15096 15097 15098 15099 15100 15101 15102 15103 15104 15105 15106 15107 15108 15109 15110 15111 15112 15113 15114 15115 15116 15117 15118 15119 15120 15121 15122 15123 15124 15125 15126 15127 15128 15129 15130 15131 15132 15133 15134 15135 15136 15137 15138 15139 15140 15141 15142 15143 15144 15145 15146 15147 15148 15149 15150 15151 15152 15153 15154 15155 15156 15157 15158 15159 15160 15161 15162 15163 15164 15165 15166 15167 15168 15169 15170 15171 15172 15173 15174 15175 15176 15177 15178 15179 15180 15181 15182 15183 15184 15185 15186 15187 15188 15189 15190 15191 15192 15193 15194 15195 15196 15197 15198 15199 15200 15201 15202 15203 15204 15205 15206 15207 15208 15209 15210 15211 15212 15213 15214 15215 15216 15217 15218 15219 15220 15221 15222 15223 15224 15225 15226 15227 15228 15229 15230 15231 15232 15233 15234 15235 15236 15237 15238 15239 15240 15241 15242 15243 15244 15245 15246 15247 15248 15249 15250 15251 15252 15253 15254 15255 15256 15257 15258 15259 15260 15261 15262 15263 15264 15265 15266 15267 15268 15269 15270 15271 15272 15273 15274 15275 15276 15277 15278 15279 15280 15281 15282 15283 15284 15285 15286 15287 15288 15289 15290 15291 15292 15293 15294 15295 15296 15297 15298 15299 15300 15301 15302 15303 15304 15305 15306 15307 15308 15309 15310 15311 15312 15313 15314 15315 15316 15317 15318 15319 15320 15321 15322 15323 15324 15325 15326 15327 15328 15329 15330 15331 15332 15333 15334 15335 15336 15337 15338 15339 15340 15341 15342 15343 15344 15345 15346 15347 15348 15349 15350 15351 15352 15353 15354 15355 15356 15357 15358 15359 15360 15361 15362 15363 15364 15365 15366 15367 15368 15369 15370 15371 15372 15373 15374 15375 15376 15377 15378 15379 15380 15381 15382 15383 15384 15385 15386 15387 15388 15389 15390 15391 15392 15393 15394 15395 15396 15397 15398 15399 15400 15401 15402 15403 15404 15405 15406 15407 15408 15409 15410 15411 15412 15413 15414 15415 15416 15417 15418 15419 15420 15421 15422 15423 15424 15425 15426 15427 15428 15429 15430 15431 15432 15433 15434 15435 15436 15437 15438 15439 15440 15441 15442 15443 15444 15445 15446 15447 15448 15449 15450 15451 15452 15453 15454 15455 15456 15457 15458 15459 15460 15461 15462 15463 15464 15465 15466 15467 15468 15469 15470 15471 15472 15473 15474 15475 15476 15477 15478 15479 15480 15481 15482 15483 15484 15485 15486 15487 15488 15489 15490 15491 15492 15493 15494 15495 15496 15497 15498 15499 15500 15501 15502 15503 15504 15505 15506 15507 15508 15509 15510 15511 15512 15513 15514 15515 15516 15517 15518 15519 15520 15521 15522 15523 15524 15525 15526 15527 15528 15529 15530 15531 15532 15533 15534 15535 15536 15537 15538 15539 15540 15541 15542 15543 15544 15545 15546 15547 15548 15549 15550 15551 15552 15553 15554 15555 15556 15557 15558 15559 15560 15561 15562 15563 15564 15565 15566 15567 15568 15569 15570 15571 15572 15573 15574 15575 15576 15577 15578 15579 15580 15581 15582 15583 15584 15585 15586 15587 15588 15589 15590 15591 15592 15593 15594 15595 15596 15597 15598 15599 15600 15601 15602 15603 15604 15605 15606 15607 15608 15609 15610 15611 15612 15613 15614 15615 15616 15617 15618 15619 15620 15621 15622 15623 15624 15625 15626 15627 15628 15629 15630 15631 15632 15633 15634 15635 15636 15637 15638 15639 15640 15641 15642 15643 15644 15645 15646 15647 15648 15649 15650 15651 15652 15653 15654 15655 15656 15657 15658 15659 15660 15661 15662 15663 15664 15665 15666 15667 15668 15669 15670 15671 15672 15673 15674 15675 15676 15677 15678 15679 15680 15681 15682 15683 15684 15685 15686 15687 15688 15689 15690 15691 15692 15693 15694 15695 15696 15697 15698 15699 15700 15701 15702 15703 15704 15705 15706 15707 15708 15709 15710 15711 15712 15713 15714 15715 15716 15717 15718 15719 15720 15721 15722 15723 15724 15725 15726 15727 15728 15729 15730 15731 15732 15733 15734 15735 15736 15737 15738 15739 15740 15741 15742 15743 15744 15745 15746 15747 15748 15749 15750 15751 15752 15753 15754 15755 15756 15757 15758 15759 15760 15761 15762 15763 15764 15765 15766 15767 15768 15769 15770 15771 15772 15773 15774 15775 15776 15777 15778 15779 15780 15781 15782 15783 15784 15785 15786 15787 15788 15789 15790 15791 15792 15793 15794 15795 15796 15797 15798 15799 15800 15801 15802 15803 15804 15805 15806 15807 15808 15809 15810 15811 15812 15813 15814 15815 15816 15817 15818 15819 15820 15821 15822 15823 15824 15825 15826 15827 15828 15829 15830 15831 15832 15833 15834 15835 15836 15837 15838 15839 15840 15841 15842 15843 15844 15845 15846 15847 15848 15849 15850 15851 15852 15853 15854 15855 15856 15857 15858 15859 15860 15861 15862 15863 15864 15865 15866 15867 15868 15869 15870 15871 15872 15873 15874 15875 15876 15877 15878 15879 15880 15881 15882 15883 15884 15885 15886 15887 15888 15889 15890 15891 15892 15893 15894 15895 15896 15897 15898 15899 15900 15901 15902 15903 15904 15905 15906 15907 15908 15909 15910 15911 15912 15913 15914 15915 15916 15917 15918 15919 15920 15921 15922 15923 15924 15925 15926 15927 15928 15929 15930 15931 15932 15933 15934 15935 15936 15937 15938 15939 15940 15941 15942 15943 15944 15945 15946 15947 15948 15949 15950 15951 15952 15953 15954 15955 15956 15957 15958 15959 15960 15961 15962 15963 15964 15965 15966 15967 15968 15969 15970 15971 15972 15973 15974 15975 15976 15977 15978 15979 15980 15981 15982 15983 15984 15985 15986 15987 15988 15989 15990 15991 15992 15993 15994 15995 15996 15997 15998 15999 16000 16001 16002 16003 16004 16005 16006 16007 16008 16009 16010 16011 16012 16013 16014 16015 16016 16017 16018 16019 16020 16021 16022 16023 16024 16025 16026 16027 16028 16029 16030 16031 16032 16033 16034 16035 16036 16037 16038 16039 16040 16041 16042 16043 16044 16045 16046 16047 16048 16049 16050 16051 16052 16053 16054 16055 16056 16057 16058 16059 16060 16061 16062 16063 16064 16065 16066 16067 16068 16069 16070 16071 16072 16073 16074 16075 16076 16077 16078 16079 16080 16081 16082 16083 16084 16085 16086 16087 16088 16089 16090 16091 16092 16093 16094 16095 16096 16097 16098 16099 16100 16101 16102 16103 16104 16105 16106 16107 16108 16109 16110 16111 16112 16113 16114 16115 16116 16117 16118 16119 16120 16121 16122 16123 16124 16125 16126 16127 16128 16129 16130 16131 16132 16133 16134 16135 16136 16137 16138 16139 16140 16141 16142 16143 16144 16145 16146 16147 16148 16149 16150 16151 16152 16153 16154 16155 16156 16157 16158 16159 16160 16161 16162 16163 16164 16165 16166 16167 16168 16169 16170 16171 16172 16173 16174 16175 16176 16177 16178 16179 16180 16181 16182 16183 16184 16185 16186 16187 16188 16189 16190 16191 16192 16193 16194 16195 16196 16197 16198 16199 16200 16201 16202 16203 16204 16205 16206 16207 16208 16209 16210 16211 16212 16213 16214 16215 16216 16217 16218 16219 16220 16221 16222 16223 16224 16225 16226 16227 16228 16229 16230 16231 16232 16233 16234 16235 16236 16237 16238 16239 16240 16241 16242 16243 16244 16245 16246 16247 16248 16249 16250 16251 16252 16253 16254 16255 16256 16257 16258 16259 16260 16261 16262 16263 16264 16265 16266 16267 16268 16269 16270 16271 16272 16273 16274 16275 16276 16277 16278 16279 16280 16281 16282 16283 16284 16285 16286 16287 16288 16289 16290 16291 16292 16293 16294 16295 16296 16297 16298 16299 16300 16301 16302 16303 16304 16305 16306 16307 16308 16309 16310 16311 16312 16313 16314 16315 16316 16317 16318 16319 16320 16321 16322 16323 16324 16325 16326 16327 16328 16329 16330 16331 16332 16333 16334 16335 16336 16337 16338 16339 16340 16341 16342 16343 16344 16345 16346 16347 16348 16349 16350 16351 16352 16353 16354 16355 16356 16357 16358 16359 16360 16361 16362 16363 16364 16365 16366 16367 16368 16369 16370 16371 16372 16373 16374 16375 16376 16377 16378 16379 16380 16381 16382 16383 16384 16385 16386 16387 16388 16389 16390 16391 16392 16393 16394 16395 16396 16397 16398 16399 16400 16401 16402 16403 16404 16405 16406 16407 16408 16409 16410 16411 16412 16413 16414 16415 16416 16417 16418 16419 16420 16421 16422 16423 16424 16425 16426 16427 16428 16429 16430 16431 16432 16433 16434 16435 16436 16437 16438 16439 16440 16441 16442 16443 16444 16445 16446 16447 16448 16449 16450 16451 16452 16453 16454 16455 16456 16457 16458 16459 16460 16461 16462 16463 16464 16465 16466 16467 16468 16469 16470 16471 16472 16473 16474 16475 16476 16477 16478 16479 16480 16481 16482 16483 16484 16485 16486 16487 16488 16489 16490 16491 16492 16493 16494 16495 16496 16497 16498 16499 16500 16501 16502 16503 16504 16505 16506 16507 16508 16509 16510 16511 16512 16513 16514 16515 16516 16517 16518 16519 16520 16521 16522 16523 16524 16525 16526 16527 16528 16529 16530 16531 16532 16533 16534 16535 16536 16537 16538 16539 16540 16541 16542 16543 16544 16545 16546 16547 16548 16549 16550 16551 16552 16553 16554 16555 16556 16557 16558 16559 16560 16561 16562 16563 16564 16565 16566 16567 16568 16569 16570 16571 16572 16573 16574 16575 16576 16577 16578 16579 16580 16581 16582 16583 16584 16585 16586 16587 16588 16589 16590 16591 16592 16593 16594 16595 16596 16597 16598 16599 16600 16601 16602 16603 16604 16605 16606 16607 16608 16609 16610 16611 16612 16613 16614 16615 16616 16617 16618 16619 16620 16621 16622 16623 16624 16625 16626 16627 16628 16629 16630 16631 16632 16633 16634 16635 16636 16637 16638 16639 16640 16641 16642 16643 16644 16645 16646 16647 16648 16649 16650 16651 16652 16653 16654 16655 16656 16657 16658 16659 16660 16661 16662 16663 16664 16665 16666 16667 16668 16669 16670 16671 16672 16673 16674 16675 16676 16677 16678 16679 16680 16681 16682 16683 16684 16685 16686 16687 16688 16689 16690 16691 16692 16693 16694 16695 16696 16697 16698 16699 16700 16701 16702 16703 16704 16705 16706 16707 16708 16709 16710 16711 16712 16713 16714 16715 16716 16717 16718 16719 16720 16721 16722 16723 16724 16725 16726 16727 16728 16729 16730 16731 16732 16733 16734 16735 16736 16737 16738 16739 16740 16741 16742 16743 16744 16745 16746 16747 16748 16749 16750 16751 16752 16753 16754 16755 16756 16757 16758 16759 16760 16761 16762 16763 16764 16765 16766 16767 16768 16769 16770 16771 16772 16773 16774 16775 16776 16777 16778 16779 16780 16781 16782 16783 16784 16785 16786 16787 16788 16789 16790 16791 16792 16793 16794 16795 16796 16797 16798 16799 16800 16801 16802 16803 16804 16805 16806 16807 16808 16809 16810 16811 16812 16813 16814 16815 16816 16817 16818 16819 16820 16821 16822 16823 16824 16825 16826 16827 16828 16829 16830 16831 16832 16833 16834 16835 16836 16837 16838 16839 16840 16841 16842 16843 16844 16845 16846 16847 16848 16849 16850 16851 16852 16853 16854 16855 16856 16857 16858 16859 16860 16861 16862 16863 16864 16865 16866 16867 16868 16869 16870 16871 16872 16873 16874 16875 16876 16877 16878 16879 16880 16881 16882 16883 16884 16885 16886 16887 16888 16889 16890 16891 16892 16893 16894 16895 16896 16897 16898 16899 16900 16901 16902 16903 16904 16905 16906 16907 16908 16909 16910 16911 16912 16913 16914 16915 16916 16917 16918 16919 16920 16921 16922 16923 16924 16925 16926 16927 16928 16929 16930 16931 16932 16933 16934 16935 16936 16937 16938 16939 16940 16941 16942 16943 16944 16945 16946 16947 16948 16949 16950 16951 16952 16953 16954 16955 16956 16957 16958 16959 16960 16961 16962 16963 16964 16965 16966 16967 16968 16969 16970 16971 16972 16973 16974 16975 16976 16977 16978 16979 16980 16981 16982 16983 16984 16985 16986 16987 16988 16989 16990 16991 16992 16993 16994 16995 16996 16997 16998 16999 17000 17001 17002 17003 17004 17005 17006 17007 17008 17009 17010 17011 17012 17013 17014 17015 17016 17017 17018 17019 17020 17021 17022 17023 17024 17025 17026 17027 17028 17029 17030 17031 17032 17033 17034 17035 17036 17037 17038 17039 17040 17041 17042 17043 17044 17045 17046 17047 17048 17049 17050 17051 17052 17053 17054 17055 17056 17057 17058 17059 17060 17061 17062 17063 17064 17065 17066 17067 17068 17069 17070 17071 17072 17073 17074 17075 17076 17077 17078 17079 17080 17081 17082 17083 17084 17085 17086 17087 17088 17089 17090 17091 17092 17093 17094 17095 17096 17097 17098 17099 17100 17101 17102 17103 17104 17105 17106 17107 17108 17109 17110 17111 17112 17113 17114 17115 17116 17117 17118 17119 17120 17121 17122 17123 17124 17125 17126 17127 17128 17129 17130 17131 17132 17133 17134 17135 17136 17137 17138 17139 17140 17141 17142 17143 17144 17145 17146 17147 17148 17149 17150 17151 17152 17153 17154 17155 17156 17157 17158 17159 17160 17161 17162 17163 17164 17165 17166 17167 17168 17169 17170 17171 17172 17173 17174 17175 17176 17177 17178 17179 17180 17181 17182 17183 17184 17185 17186 17187 17188 17189 17190 17191 17192 17193 17194 17195 17196 17197 17198 17199 17200 17201 17202 17203 17204 17205 17206 17207 17208 17209 17210 17211 17212 17213 17214 17215 17216 17217 17218 17219 17220 17221 17222 17223 17224 17225 17226 17227 17228 17229 17230 17231 17232 17233 17234 17235 17236 17237 17238 17239 17240 17241 17242 17243 17244 17245 17246 17247 17248 17249 17250 17251 17252 17253 17254 17255 17256 17257 17258 17259 17260 17261 17262 17263 17264 17265 17266 17267 17268 17269 17270 17271 17272 17273 17274 17275 17276 17277 17278 17279 17280 17281 17282 17283 17284 17285 17286 17287 17288 17289 17290 17291 17292 17293 17294 17295 17296 17297 17298 17299 17300 17301 17302 17303 17304 17305 17306 17307 17308 17309 17310 17311 17312 17313 17314 17315 17316 17317 17318 17319 17320 17321 17322 17323 17324 17325 17326 17327 17328 17329 17330 17331 17332 17333 17334 17335 17336 17337 17338 17339 17340 17341 17342 17343 17344 17345 17346 17347 17348 17349 17350 17351 17352 17353 17354 17355 17356 17357 17358 17359 17360 17361 17362 17363 17364 17365 17366 17367 17368 17369 17370 17371 17372 17373 17374 17375 17376 17377 17378 17379 17380 17381 17382 17383 17384 17385 17386 17387 17388 17389 17390 17391 17392 17393 17394 17395 17396 17397 17398 17399 17400 17401 17402 17403 17404 17405 17406 17407 17408 17409 17410 17411 17412 17413 17414 17415 17416 17417 17418 17419 17420 17421 17422 17423 17424 17425 17426 17427 17428 17429 17430 17431 17432 17433 17434 17435 17436 17437 17438 17439 17440 17441 17442 17443 17444 17445 17446 17447 17448 17449 17450 17451 17452 17453 17454 17455 17456 17457 17458 17459 17460 17461 17462 17463 17464 17465 17466 17467 17468 17469 17470 17471 17472 17473 17474 17475 17476 17477 17478 17479 17480 17481 17482 17483 17484 17485 17486 17487 17488 17489 17490 17491 17492 17493 17494 17495 17496 17497 17498 17499 17500 17501 17502 17503 17504 17505 17506 17507 17508 17509 17510 17511 17512 17513 17514 17515 17516 17517 17518 17519 17520 17521 17522 17523 17524
User[kairos03] session starts
2018-04-08 16:51:33.045051: I tensorflow/core/platform/cpu_feature_guard.cc:137] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA
2018-04-08 16:51:33.214688: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:892] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2018-04-08 16:51:33.215294: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1030] Found device 0 with properties: 
name: Tesla P40 major: 6 minor: 1 memoryClockRate(GHz): 1.531
pciBusID: 0000:00:05.0
totalMemory: 23.87GiB freeMemory: 23.71GiB
2018-04-08 16:51:33.215328: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1120] Creating TensorFlow device (/device:GPU:0) -> (device: 0, name: Tesla P40, pci bus id: 0000:00:05.0, compute capability: 6.1)
Batch :  1 / 261 , BCE in this minibatch:  12.116403579711914
Batch :  2 / 261 , BCE in this minibatch:  17.4999942779541
Batch :  3 / 261 , BCE in this minibatch:  16.99898910522461
Batch :  4 / 261 , BCE in this minibatch:  17.49308204650879
Batch :  5 / 261 , BCE in this minibatch:  16.480396270751953
Batch :  6 / 261 , BCE in this minibatch:  17.918546676635742
Batch :  7 / 261 , BCE in this minibatch:  15.714034080505371
Batch :  8 / 261 , BCE in this minibatch:  16.417118072509766
Batch :  9 / 261 , BCE in this minibatch:  14.35401439666748
Batch :  10 / 261 , BCE in this minibatch:  15.042255401611328
Batch :  11 / 261 , BCE in this minibatch:  14.495795249938965
Batch :  12 / 261 , BCE in this minibatch:  15.211524963378906
Batch :  13 / 261 , BCE in this minibatch:  13.874699592590332
Batch :  14 / 261 , BCE in this minibatch:  13.690962791442871
Batch :  15 / 261 , BCE in this minibatch:  13.38756275177002
Batch :  16 / 261 , BCE in this minibatch:  13.568961143493652
Batch :  17 / 261 , BCE in this minibatch:  13.754802703857422
Batch :  18 / 261 , BCE in this minibatch:  15.039124488830566
Batch :  19 / 261 , BCE in this minibatch:  14.107237815856934
Batch :  20 / 261 , BCE in this minibatch:  13.027921676635742
Batch :  21 / 261 , BCE in this minibatch:  13.785165786743164
Batch :  22 / 261 , BCE in this minibatch:  14.5841646194458
Batch :  23 / 261 , BCE in this minibatch:  15.603931427001953
Batch :  24 / 261 , BCE in this minibatch:  13.485133171081543
Batch :  25 / 261 , BCE in this minibatch:  13.993638038635254
Batch :  26 / 261 , BCE in this minibatch:  16.187978744506836
Batch :  27 / 261 , BCE in this minibatch:  12.842376708984375
Batch :  28 / 261 , BCE in this minibatch:  11.365077018737793
Batch :  29 / 261 , BCE in this minibatch:  11.752918243408203
Batch :  30 / 261 , BCE in this minibatch:  11.57242202758789
Batch :  31 / 261 , BCE in this minibatch:  10.943740844726562
Batch :  32 / 261 , BCE in this minibatch:  11.963464736938477
Batch :  33 / 261 , BCE in this minibatch:  10.959386825561523
Batch :  34 / 261 , BCE in this minibatch:  11.241369247436523
Batch :  35 / 261 , BCE in this minibatch:  14.524164199829102
Batch :  36 / 261 , BCE in this minibatch:  10.888381004333496
Batch :  37 / 261 , BCE in this minibatch:  10.19304370880127
Batch :  38 / 261 , BCE in this minibatch:  10.016536712646484
Batch :  39 / 261 , BCE in this minibatch:  9.170055389404297
Batch :  40 / 261 , BCE in this minibatch:  9.48715877532959
Batch :  41 / 261 , BCE in this minibatch:  7.757508277893066
Batch :  42 / 261 , BCE in this minibatch:  8.893125534057617
Batch :  43 / 261 , BCE in this minibatch:  9.886675834655762
Batch :  44 / 261 , BCE in this minibatch:  8.066397666931152
Batch :  45 / 261 , BCE in this minibatch:  7.031270980834961
Batch :  46 / 261 , BCE in this minibatch:  7.47814416885376
Batch :  47 / 261 , BCE in this minibatch:  8.631186485290527
Batch :  48 / 261 , BCE in this minibatch:  6.8396687507629395
Batch :  49 / 261 , BCE in this minibatch:  6.836437702178955
Batch :  50 / 261 , BCE in this minibatch:  10.069281578063965
Batch :  51 / 261 , BCE in this minibatch:  6.690396308898926
Batch :  52 / 261 , BCE in this minibatch:  7.022016525268555
Batch :  53 / 261 , BCE in this minibatch:  6.60682487487793
Batch :  54 / 261 , BCE in this minibatch:  8.359701156616211
Batch :  55 / 261 , BCE in this minibatch:  7.7018914222717285
Batch :  56 / 261 , BCE in this minibatch:  7.8902907371521
Batch :  57 / 261 , BCE in this minibatch:  6.091922283172607
Batch :  58 / 261 , BCE in this minibatch:  10.125606536865234
Batch :  59 / 261 , BCE in this minibatch:  6.458431243896484
Batch :  60 / 261 , BCE in this minibatch:  6.91557502746582
Batch :  61 / 261 , BCE in this minibatch:  6.243838310241699
Batch :  62 / 261 , BCE in this minibatch:  5.937836170196533
Batch :  63 / 261 , BCE in this minibatch:  5.698147296905518
Batch :  64 / 261 , BCE in this minibatch:  5.08151388168335
Batch :  65 / 261 , BCE in this minibatch:  7.2067999839782715
Batch :  66 / 261 , BCE in this minibatch:  7.252755641937256
Batch :  67 / 261 , BCE in this minibatch:  9.947432518005371
Batch :  68 / 261 , BCE in this minibatch:  6.927236557006836
Batch :  69 / 261 , BCE in this minibatch:  8.599607467651367
Batch :  70 / 261 , BCE in this minibatch:  19.469690322875977
Batch :  71 / 261 , BCE in this minibatch:  7.031928062438965
Batch :  72 / 261 , BCE in this minibatch:  6.596015453338623
Batch :  73 / 261 , BCE in this minibatch:  16.671178817749023
Batch :  74 / 261 , BCE in this minibatch:  18.034252166748047
Batch :  75 / 261 , BCE in this minibatch:  7.124671936035156
Batch :  76 / 261 , BCE in this minibatch:  7.098177909851074
Batch :  77 / 261 , BCE in this minibatch:  7.943291664123535
Batch :  78 / 261 , BCE in this minibatch:  8.31440258026123
Batch :  79 / 261 , BCE in this minibatch:  6.047882556915283
Batch :  80 / 261 , BCE in this minibatch:  9.542997360229492
Batch :  81 / 261 , BCE in this minibatch:  7.760382652282715
Batch :  82 / 261 , BCE in this minibatch:  6.4319539070129395
Batch :  83 / 261 , BCE in this minibatch:  11.743678092956543
Batch :  84 / 261 , BCE in this minibatch:  6.951631546020508
Batch :  85 / 261 , BCE in this minibatch:  7.427640438079834
Batch :  86 / 261 , BCE in this minibatch:  9.051132202148438
Batch :  87 / 261 , BCE in this minibatch:  6.816286563873291
Batch :  88 / 261 , BCE in this minibatch:  7.727089881896973
Batch :  89 / 261 , BCE in this minibatch:  6.585634231567383
Batch :  90 / 261 , BCE in this minibatch:  7.015613079071045
Batch :  91 / 261 , BCE in this minibatch:  5.462080478668213
Batch :  92 / 261 , BCE in this minibatch:  7.300865650177002
Batch :  93 / 261 , BCE in this minibatch:  10.436017036437988
Batch :  94 / 261 , BCE in this minibatch:  14.959531784057617
Batch :  95 / 261 , BCE in this minibatch:  10.893571853637695
Batch :  96 / 261 , BCE in this minibatch:  9.253190994262695
Batch :  97 / 261 , BCE in this minibatch:  12.076730728149414
Batch :  98 / 261 , BCE in this minibatch:  7.3896636962890625
Batch :  99 / 261 , BCE in this minibatch:  8.414464950561523
Batch :  100 / 261 , BCE in this minibatch:  15.0811185836792
Batch :  101 / 261 , BCE in this minibatch:  6.794159889221191
Batch :  102 / 261 , BCE in this minibatch:  6.2861151695251465
Batch :  103 / 261 , BCE in this minibatch:  7.806086540222168
Batch :  104 / 261 , BCE in this minibatch:  6.899988174438477
Batch :  105 / 261 , BCE in this minibatch:  11.870610237121582
Batch :  106 / 261 , BCE in this minibatch:  7.432622909545898
Batch :  107 / 261 , BCE in this minibatch:  7.410006999969482
Batch :  108 / 261 , BCE in this minibatch:  5.993827819824219
Batch :  109 / 261 , BCE in this minibatch:  7.46997594833374
Batch :  110 / 261 , BCE in this minibatch:  11.991394996643066
Batch :  111 / 261 , BCE in this minibatch:  7.116932392120361
Batch :  112 / 261 , BCE in this minibatch:  9.008157730102539
Batch :  113 / 261 , BCE in this minibatch:  9.813445091247559
Batch :  114 / 261 , BCE in this minibatch:  8.704381942749023
Batch :  115 / 261 , BCE in this minibatch:  9.063499450683594
Batch :  116 / 261 , BCE in this minibatch:  8.08198356628418
Batch :  117 / 261 , BCE in this minibatch:  10.185626983642578
Batch :  118 / 261 , BCE in this minibatch:  9.376330375671387
Batch :  119 / 261 , BCE in this minibatch:  9.06363296508789
Batch :  120 / 261 , BCE in this minibatch:  9.700732231140137
Batch :  121 / 261 , BCE in this minibatch:  7.2787981033325195
Batch :  122 / 261 , BCE in this minibatch:  8.819441795349121
Batch :  123 / 261 , BCE in this minibatch:  9.434268951416016
Batch :  124 / 261 , BCE in this minibatch:  5.99703311920166
Batch :  125 / 261 , BCE in this minibatch:  19.821950912475586
Batch :  126 / 261 , BCE in this minibatch:  7.745757579803467
Batch :  127 / 261 , BCE in this minibatch:  6.2389326095581055
Batch :  128 / 261 , BCE in this minibatch:  9.178857803344727
Batch :  129 / 261 , BCE in this minibatch:  6.108633041381836
Batch :  130 / 261 , BCE in this minibatch:  18.583568572998047
Batch :  131 / 261 , BCE in this minibatch:  10.135726928710938
Batch :  132 / 261 , BCE in this minibatch:  9.386850357055664
Batch :  133 / 261 , BCE in this minibatch:  18.797266006469727
Batch :  134 / 261 , BCE in this minibatch:  10.300402641296387
Batch :  135 / 261 , BCE in this minibatch:  7.6343913078308105
Batch :  136 / 261 , BCE in this minibatch:  6.441068649291992
Batch :  137 / 261 , BCE in this minibatch:  11.757613182067871
Batch :  138 / 261 , BCE in this minibatch:  10.405749320983887
Batch :  139 / 261 , BCE in this minibatch:  7.500460147857666
Batch :  140 / 261 , BCE in this minibatch:  6.688872814178467
Batch :  141 / 261 , BCE in this minibatch:  8.16256332397461
Batch :  142 / 261 , BCE in this minibatch:  9.902020454406738
Batch :  143 / 261 , BCE in this minibatch:  14.998998641967773
Batch :  144 / 261 , BCE in this minibatch:  10.056755065917969
Batch :  145 / 261 , BCE in this minibatch:  5.696197032928467
Batch :  146 / 261 , BCE in this minibatch:  9.016096115112305
Batch :  147 / 261 , BCE in this minibatch:  7.730742454528809
Batch :  148 / 261 , BCE in this minibatch:  8.16600513458252
Batch :  149 / 261 , BCE in this minibatch:  6.4970197677612305
Batch :  150 / 261 , BCE in this minibatch:  6.807523250579834
Batch :  151 / 261 , BCE in this minibatch:  5.650534629821777
Batch :  152 / 261 , BCE in this minibatch:  9.148847579956055
Batch :  153 / 261 , BCE in this minibatch:  7.629100322723389
Batch :  154 / 261 , BCE in this minibatch:  5.27133846282959
Batch :  155 / 261 , BCE in this minibatch:  4.691908836364746
Batch :  156 / 261 , BCE in this minibatch:  10.208126068115234
Batch :  157 / 261 , BCE in this minibatch:  7.352609157562256
Batch :  158 / 261 , BCE in this minibatch:  16.13379669189453
Batch :  159 / 261 , BCE in this minibatch:  7.840021133422852
Batch :  160 / 261 , BCE in this minibatch:  7.708923816680908
Batch :  161 / 261 , BCE in this minibatch:  11.157439231872559
Batch :  162 / 261 , BCE in this minibatch:  7.3078203201293945
Batch :  163 / 261 , BCE in this minibatch:  7.920145511627197
Batch :  164 / 261 , BCE in this minibatch:  15.65072250366211
Batch :  165 / 261 , BCE in this minibatch:  7.953536033630371
Batch :  166 / 261 , BCE in this minibatch:  19.827625274658203
Batch :  167 / 261 , BCE in this minibatch:  13.314695358276367
Batch :  168 / 261 , BCE in this minibatch:  12.61665153503418
Batch :  169 / 261 , BCE in this minibatch:  15.247396469116211
Batch :  170 / 261 , BCE in this minibatch:  15.486479759216309
Batch :  171 / 261 , BCE in this minibatch:  38.24617004394531
Batch :  172 / 261 , BCE in this minibatch:  40.16914749145508
Batch :  173 / 261 , BCE in this minibatch:  14.995868682861328
Batch :  174 / 261 , BCE in this minibatch:  9.048202514648438
Batch :  175 / 261 , BCE in this minibatch:  6.787201404571533
Batch :  176 / 261 , BCE in this minibatch:  8.646312713623047
Batch :  177 / 261 , BCE in this minibatch:  7.70892858505249
Batch :  178 / 261 , BCE in this minibatch:  9.06324291229248
Batch :  179 / 261 , BCE in this minibatch:  8.515524864196777
Batch :  180 / 261 , BCE in this minibatch:  9.007264137268066
Batch :  181 / 261 , BCE in this minibatch:  8.770936012268066
Batch :  182 / 261 , BCE in this minibatch:  8.024829864501953
Batch :  183 / 261 , BCE in this minibatch:  9.030868530273438
Batch :  184 / 261 , BCE in this minibatch:  13.701271057128906
Batch :  185 / 261 , BCE in this minibatch:  7.773135662078857
Batch :  186 / 261 , BCE in this minibatch:  14.976483345031738
Batch :  187 / 261 , BCE in this minibatch:  8.371479034423828
Batch :  188 / 261 , BCE in this minibatch:  8.724489212036133
Batch :  189 / 261 , BCE in this minibatch:  8.001358985900879
Batch :  190 / 261 , BCE in this minibatch:  9.875024795532227
Batch :  191 / 261 , BCE in this minibatch:  12.642247200012207
Batch :  192 / 261 , BCE in this minibatch:  9.327908515930176
Batch :  193 / 261 , BCE in this minibatch:  10.632981300354004
Batch :  194 / 261 , BCE in this minibatch:  9.720549583435059
Batch :  195 / 261 , BCE in this minibatch:  6.484196662902832
Batch :  196 / 261 , BCE in this minibatch:  7.280742168426514
Batch :  197 / 261 , BCE in this minibatch:  7.171574592590332
Batch :  198 / 261 , BCE in this minibatch:  11.849132537841797
Batch :  199 / 261 , BCE in this minibatch:  9.723611831665039
Batch :  200 / 261 , BCE in this minibatch:  14.065239906311035
Batch :  201 / 261 , BCE in this minibatch:  11.185800552368164
Batch :  202 / 261 , BCE in this minibatch:  13.147263526916504
Batch :  203 / 261 , BCE in this minibatch:  10.665689468383789
Batch :  204 / 261 , BCE in this minibatch:  8.97016429901123
Batch :  205 / 261 , BCE in this minibatch:  8.931174278259277
Batch :  206 / 261 , BCE in this minibatch:  9.849717140197754
Batch :  207 / 261 , BCE in this minibatch:  9.171635627746582
Batch :  208 / 261 , BCE in this minibatch:  8.33732795715332
Batch :  209 / 261 , BCE in this minibatch:  9.524076461791992
Batch :  210 / 261 , BCE in this minibatch:  21.232505798339844
Batch :  211 / 261 , BCE in this minibatch:  25.476058959960938
Batch :  212 / 261 , BCE in this minibatch:  13.696893692016602
Batch :  213 / 261 , BCE in this minibatch:  20.23000717163086
Batch :  214 / 261 , BCE in this minibatch:  15.807441711425781
Batch :  215 / 261 , BCE in this minibatch:  7.809143543243408
Batch :  216 / 261 , BCE in this minibatch:  7.05894136428833
Batch :  217 / 261 , BCE in this minibatch:  5.983890056610107
Batch :  218 / 261 , BCE in this minibatch:  7.82334566116333
Batch :  219 / 261 , BCE in this minibatch:  9.164292335510254
Batch :  220 / 261 , BCE in this minibatch:  18.66649055480957
Batch :  221 / 261 , BCE in this minibatch:  10.843428611755371
Batch :  222 / 261 , BCE in this minibatch:  10.597197532653809
Batch :  223 / 261 , BCE in this minibatch:  8.054183959960938
Batch :  224 / 261 , BCE in this minibatch:  19.0305233001709
Batch :  225 / 261 , BCE in this minibatch:  31.861169815063477
Batch :  226 / 261 , BCE in this minibatch:  13.151697158813477
Batch :  227 / 261 , BCE in this minibatch:  7.211673259735107
Batch :  228 / 261 , BCE in this minibatch:  11.10181713104248
Batch :  229 / 261 , BCE in this minibatch:  9.845905303955078
Batch :  230 / 261 , BCE in this minibatch:  9.16738224029541
Batch :  231 / 261 , BCE in this minibatch:  11.495884895324707
Batch :  232 / 261 , BCE in this minibatch:  9.948533058166504
Batch :  233 / 261 , BCE in this minibatch:  10.488601684570312
Batch :  234 / 261 , BCE in this minibatch:  8.366264343261719
Batch :  235 / 261 , BCE in this minibatch:  10.779804229736328
Batch :  236 / 261 , BCE in this minibatch:  8.935016632080078
Batch :  237 / 261 , BCE in this minibatch:  8.01322078704834
Batch :  238 / 261 , BCE in this minibatch:  9.08336067199707
Batch :  239 / 261 , BCE in this minibatch:  7.263786315917969
Batch :  240 / 261 , BCE in this minibatch:  9.62449836730957
Batch :  241 / 261 , BCE in this minibatch:  8.040383338928223
Batch :  242 / 261 , BCE in this minibatch:  7.8917412757873535
Batch :  243 / 261 , BCE in this minibatch:  7.109646797180176
Batch :  244 / 261 , BCE in this minibatch:  8.417086601257324
Batch :  245 / 261 , BCE in this minibatch:  10.499443054199219
Batch :  246 / 261 , BCE in this minibatch:  9.294445991516113
Batch :  247 / 261 , BCE in this minibatch:  10.273509979248047
Batch :  248 / 261 , BCE in this minibatch:  7.334751605987549
Batch :  249 / 261 , BCE in this minibatch:  10.294014930725098
Batch :  250 / 261 , BCE in this minibatch:  9.470481872558594
Batch :  251 / 261 , BCE in this minibatch:  6.768807888031006
Batch :  252 / 261 , BCE in this minibatch:  13.564732551574707
Batch :  253 / 261 , BCE in this minibatch:  15.582158088684082
Batch :  254 / 261 , BCE in this minibatch:  16.204702377319336
Batch :  255 / 261 , BCE in this minibatch:  8.772645950317383
Batch :  256 / 261 , BCE in this minibatch:  11.868429183959961
Batch :  257 / 261 , BCE in this minibatch:  12.646724700927734
Batch :  258 / 261 , BCE in this minibatch:  9.508378982543945
Batch :  259 / 261 , BCE in this minibatch:  8.463759422302246
Batch :  260 / 261 , BCE in this minibatch:  6.528100967407227
Batch :  261 / 261 , BCE in this minibatch:  5.960425853729248
epoch: 0  train_loss: 10.496385910501882
Batch :  1 / 261 , BCE in this minibatch:  4.633668422698975
Batch :  2 / 261 , BCE in this minibatch:  6.085765838623047
Batch :  3 / 261 , BCE in this minibatch:  5.830216884613037
Batch :  4 / 261 , BCE in this minibatch:  5.640705585479736
Batch :  5 / 261 , BCE in this minibatch:  6.128296852111816
Batch :  6 / 261 , BCE in this minibatch:  6.358587265014648
Batch :  7 / 261 , BCE in this minibatch:  6.228611469268799
Batch :  8 / 261 , BCE in this minibatch:  6.086909770965576
Batch :  9 / 261 , BCE in this minibatch:  5.028613567352295
Batch :  10 / 261 , BCE in this minibatch:  5.429375171661377
Batch :  11 / 261 , BCE in this minibatch:  5.285704612731934
Batch :  12 / 261 , BCE in this minibatch:  5.4372878074646
Batch :  13 / 261 , BCE in this minibatch:  6.0645551681518555
Batch :  14 / 261 , BCE in this minibatch:  6.158502578735352
Batch :  15 / 261 , BCE in this minibatch:  5.422284126281738
Batch :  16 / 261 , BCE in this minibatch:  5.671847343444824
Batch :  17 / 261 , BCE in this minibatch:  11.037290573120117
Batch :  18 / 261 , BCE in this minibatch:  5.73795747756958
Batch :  19 / 261 , BCE in this minibatch:  5.134644508361816
Batch :  20 / 261 , BCE in this minibatch:  5.069091320037842
Batch :  21 / 261 , BCE in this minibatch:  4.809379577636719
Batch :  22 / 261 , BCE in this minibatch:  5.177910804748535
Batch :  23 / 261 , BCE in this minibatch:  4.819462776184082
Batch :  24 / 261 , BCE in this minibatch:  6.281805515289307
Batch :  25 / 261 , BCE in this minibatch:  6.566957473754883
Batch :  26 / 261 , BCE in this minibatch:  6.467798233032227
Batch :  27 / 261 , BCE in this minibatch:  4.424716949462891
Batch :  28 / 261 , BCE in this minibatch:  6.015416145324707
Batch :  29 / 261 , BCE in this minibatch:  4.782209873199463
Batch :  30 / 261 , BCE in this minibatch:  6.203088760375977
Batch :  31 / 261 , BCE in this minibatch:  5.230810642242432
Batch :  32 / 261 , BCE in this minibatch:  5.448906898498535
Batch :  33 / 261 , BCE in this minibatch:  5.130791187286377
Batch :  34 / 261 , BCE in this minibatch:  4.191717147827148
Batch :  35 / 261 , BCE in this minibatch:  8.271097183227539
Batch :  36 / 261 , BCE in this minibatch:  4.82230281829834
Batch :  37 / 261 , BCE in this minibatch:  4.822526454925537
Batch :  38 / 261 , BCE in this minibatch:  4.605424880981445
Batch :  39 / 261 , BCE in this minibatch:  4.929887771606445
Batch :  40 / 261 , BCE in this minibatch:  6.413203239440918
Batch :  41 / 261 , BCE in this minibatch:  5.650925159454346
Batch :  42 / 261 , BCE in this minibatch:  7.2912797927856445
Batch :  43 / 261 , BCE in this minibatch:  5.254604339599609
Batch :  44 / 261 , BCE in this minibatch:  6.603963851928711
Batch :  45 / 261 , BCE in this minibatch:  4.812507152557373
Batch :  46 / 261 , BCE in this minibatch:  6.326439380645752
Batch :  47 / 261 , BCE in this minibatch:  9.783961296081543
Batch :  48 / 261 , BCE in this minibatch:  5.734809875488281
Batch :  49 / 261 , BCE in this minibatch:  5.7198309898376465
Batch :  50 / 261 , BCE in this minibatch:  10.740312576293945
Batch :  51 / 261 , BCE in this minibatch:  6.183501243591309
Batch :  52 / 261 , BCE in this minibatch:  6.314191818237305
Batch :  53 / 261 , BCE in this minibatch:  5.602173805236816
Batch :  54 / 261 , BCE in this minibatch:  8.318336486816406
Batch :  55 / 261 , BCE in this minibatch:  7.081211090087891
Batch :  56 / 261 , BCE in this minibatch:  7.454115390777588
Batch :  57 / 261 , BCE in this minibatch:  5.432712554931641
Batch :  58 / 261 , BCE in this minibatch:  10.079049110412598
Batch :  59 / 261 , BCE in this minibatch:  6.005642890930176
Batch :  60 / 261 , BCE in this minibatch:  6.5167741775512695
Batch :  61 / 261 , BCE in this minibatch:  5.723503112792969
Batch :  62 / 261 , BCE in this minibatch:  5.127091884613037
Batch :  63 / 261 , BCE in this minibatch:  4.971142768859863
Batch :  64 / 261 , BCE in this minibatch:  4.5370402336120605
Batch :  65 / 261 , BCE in this minibatch:  6.759537220001221
Batch :  66 / 261 , BCE in this minibatch:  6.735346794128418
Batch :  67 / 261 , BCE in this minibatch:  9.4231538772583
Batch :  68 / 261 , BCE in this minibatch:  6.082713603973389
Batch :  69 / 261 , BCE in this minibatch:  8.037994384765625
Batch :  70 / 261 , BCE in this minibatch:  18.97986602783203
Batch :  71 / 261 , BCE in this minibatch:  6.491905689239502
Batch :  72 / 261 , BCE in this minibatch:  6.107691287994385
Batch :  73 / 261 , BCE in this minibatch:  16.37044334411621
Batch :  74 / 261 , BCE in this minibatch:  17.69183921813965
Batch :  75 / 261 , BCE in this minibatch:  6.644000053405762
Batch :  76 / 261 , BCE in this minibatch:  6.539626121520996
Batch :  77 / 261 , BCE in this minibatch:  7.517292499542236
Batch :  78 / 261 , BCE in this minibatch:  7.90048360824585
Batch :  79 / 261 , BCE in this minibatch:  5.582709312438965
Batch :  80 / 261 , BCE in this minibatch:  9.11518383026123
Batch :  81 / 261 , BCE in this minibatch:  7.369486331939697
Batch :  82 / 261 , BCE in this minibatch:  5.88923454284668
Batch :  83 / 261 , BCE in this minibatch:  11.44875717163086
Batch :  84 / 261 , BCE in this minibatch:  6.512070178985596
Batch :  85 / 261 , BCE in this minibatch:  7.1134161949157715
Batch :  86 / 261 , BCE in this minibatch:  8.774697303771973
Batch :  87 / 261 , BCE in this minibatch:  6.277378559112549
Batch :  88 / 261 , BCE in this minibatch:  7.387546062469482
Batch :  89 / 261 , BCE in this minibatch:  6.0151591300964355
Batch :  90 / 261 , BCE in this minibatch:  6.543240070343018
Batch :  91 / 261 , BCE in this minibatch:  4.952802658081055
Batch :  92 / 261 , BCE in this minibatch:  6.933578968048096
Batch :  93 / 261 , BCE in this minibatch:  10.126692771911621
Batch :  94 / 261 , BCE in this minibatch:  14.827007293701172
Batch :  95 / 261 , BCE in this minibatch:  10.73685359954834
Batch :  96 / 261 , BCE in this minibatch:  8.983871459960938
Batch :  97 / 261 , BCE in this minibatch:  11.761137962341309
Batch :  98 / 261 , BCE in this minibatch:  6.876949310302734
Batch :  99 / 261 , BCE in this minibatch:  8.259398460388184
Batch :  100 / 261 , BCE in this minibatch:  14.953518867492676
Batch :  101 / 261 , BCE in this minibatch:  6.289629936218262
Batch :  102 / 261 , BCE in this minibatch:  5.8348002433776855
Batch :  103 / 261 , BCE in this minibatch:  7.332270622253418
Batch :  104 / 261 , BCE in this minibatch:  6.250237464904785
Batch :  105 / 261 , BCE in this minibatch:  11.537681579589844
Batch :  106 / 261 , BCE in this minibatch:  6.941421031951904
Batch :  107 / 261 , BCE in this minibatch:  7.000595569610596
Batch :  108 / 261 , BCE in this minibatch:  5.489133834838867
Batch :  109 / 261 , BCE in this minibatch:  7.116655349731445
Batch :  110 / 261 , BCE in this minibatch:  11.807585716247559
Batch :  111 / 261 , BCE in this minibatch:  6.836750030517578
Batch :  112 / 261 , BCE in this minibatch:  8.783820152282715
Batch :  113 / 261 , BCE in this minibatch:  9.494558334350586
Batch :  114 / 261 , BCE in this minibatch:  8.433080673217773
Batch :  115 / 261 , BCE in this minibatch:  8.878195762634277
Batch :  116 / 261 , BCE in this minibatch:  7.565547466278076
Batch :  117 / 261 , BCE in this minibatch:  9.854020118713379
Batch :  118 / 261 , BCE in this minibatch:  9.133456230163574
Batch :  119 / 261 , BCE in this minibatch:  8.73482608795166
Batch :  120 / 261 , BCE in this minibatch:  9.355890274047852
Batch :  121 / 261 , BCE in this minibatch:  6.863844871520996
Batch :  122 / 261 , BCE in this minibatch:  8.569392204284668
Batch :  123 / 261 , BCE in this minibatch:  8.9849853515625
Batch :  124 / 261 , BCE in this minibatch:  5.619807243347168
Batch :  125 / 261 , BCE in this minibatch:  19.861326217651367
Batch :  126 / 261 , BCE in this minibatch:  7.411019325256348
Batch :  127 / 261 , BCE in this minibatch:  5.823968410491943
Batch :  128 / 261 , BCE in this minibatch:  8.827848434448242
Batch :  129 / 261 , BCE in this minibatch:  5.6743292808532715
Batch :  130 / 261 , BCE in this minibatch:  18.470232009887695
Batch :  131 / 261 , BCE in this minibatch:  9.732644081115723
Batch :  132 / 261 , BCE in this minibatch:  9.009527206420898
Batch :  133 / 261 , BCE in this minibatch:  18.51775550842285
Batch :  134 / 261 , BCE in this minibatch:  9.763336181640625
Batch :  135 / 261 , BCE in this minibatch:  7.259006023406982
Batch :  136 / 261 , BCE in this minibatch:  6.039246082305908
Batch :  137 / 261 , BCE in this minibatch:  11.534239768981934
Batch :  138 / 261 , BCE in this minibatch:  10.231339454650879
Batch :  139 / 261 , BCE in this minibatch:  7.11651611328125
Batch :  140 / 261 , BCE in this minibatch:  6.052852630615234
Batch :  141 / 261 , BCE in this minibatch:  7.948426723480225
Batch :  142 / 261 , BCE in this minibatch:  9.594857215881348
Batch :  143 / 261 , BCE in this minibatch:  14.750408172607422
Batch :  144 / 261 , BCE in this minibatch:  9.808961868286133
Batch :  145 / 261 , BCE in this minibatch:  5.4475555419921875
Batch :  146 / 261 , BCE in this minibatch:  8.704411506652832
Batch :  147 / 261 , BCE in this minibatch:  7.125488758087158
Batch :  148 / 261 , BCE in this minibatch:  7.562280654907227
Batch :  149 / 261 , BCE in this minibatch:  6.223509311676025
Batch :  150 / 261 , BCE in this minibatch:  6.446485996246338
Batch :  151 / 261 , BCE in this minibatch:  5.307991027832031
Batch :  152 / 261 , BCE in this minibatch:  8.824408531188965
Batch :  153 / 261 , BCE in this minibatch:  7.308014392852783
Batch :  154 / 261 , BCE in this minibatch:  4.965537071228027
Batch :  155 / 261 , BCE in this minibatch:  4.512050628662109
Batch :  156 / 261 , BCE in this minibatch:  9.869949340820312
Batch :  157 / 261 , BCE in this minibatch:  7.112696647644043
Batch :  158 / 261 , BCE in this minibatch:  15.907541275024414
Batch :  159 / 261 , BCE in this minibatch:  7.500141143798828
Batch :  160 / 261 , BCE in this minibatch:  7.497660160064697
Batch :  161 / 261 , BCE in this minibatch:  10.857023239135742
Batch :  162 / 261 , BCE in this minibatch:  7.086880683898926
Batch :  163 / 261 , BCE in this minibatch:  7.719849109649658
Batch :  164 / 261 , BCE in this minibatch:  15.372035026550293
Batch :  165 / 261 , BCE in this minibatch:  7.696134090423584
Batch :  166 / 261 , BCE in this minibatch:  19.339984893798828
Batch :  167 / 261 , BCE in this minibatch:  12.733333587646484
Batch :  168 / 261 , BCE in this minibatch:  12.275313377380371
Batch :  169 / 261 , BCE in this minibatch:  14.825697898864746
Batch :  170 / 261 , BCE in this minibatch:  15.48352336883545
Batch :  171 / 261 , BCE in this minibatch:  38.37936782836914
Batch :  172 / 261 , BCE in this minibatch:  39.847267150878906
Batch :  173 / 261 , BCE in this minibatch:  14.754441261291504
Batch :  174 / 261 , BCE in this minibatch:  8.797327995300293
Batch :  175 / 261 , BCE in this minibatch:  6.632515907287598
Batch :  176 / 261 , BCE in this minibatch:  8.510841369628906
Batch :  177 / 261 , BCE in this minibatch:  7.947610855102539
Batch :  178 / 261 , BCE in this minibatch:  8.96651840209961
Batch :  179 / 261 , BCE in this minibatch:  8.388816833496094
Batch :  180 / 261 , BCE in this minibatch:  8.924588203430176
Batch :  181 / 261 , BCE in this minibatch:  8.536256790161133
Batch :  182 / 261 , BCE in this minibatch:  7.958578109741211
Batch :  183 / 261 , BCE in this minibatch:  8.78532886505127
Batch :  184 / 261 , BCE in this minibatch:  13.222715377807617
Batch :  185 / 261 , BCE in this minibatch:  7.705375671386719
Batch :  186 / 261 , BCE in this minibatch:  14.695855140686035
Batch :  187 / 261 , BCE in this minibatch:  8.298919677734375
Batch :  188 / 261 , BCE in this minibatch:  8.496413230895996
Batch :  189 / 261 , BCE in this minibatch:  7.633602619171143
Batch :  190 / 261 , BCE in this minibatch:  9.687176704406738
Batch :  191 / 261 , BCE in this minibatch:  12.479884147644043
Batch :  192 / 261 , BCE in this minibatch:  9.15450668334961
Batch :  193 / 261 , BCE in this minibatch:  10.249000549316406
Batch :  194 / 261 , BCE in this minibatch:  9.528572082519531
Batch :  195 / 261 , BCE in this minibatch:  6.2801289558410645
Batch :  196 / 261 , BCE in this minibatch:  7.148716926574707
Batch :  197 / 261 , BCE in this minibatch:  6.943906784057617
Batch :  198 / 261 , BCE in this minibatch:  11.385074615478516
Batch :  199 / 261 , BCE in this minibatch:  9.004300117492676
Batch :  200 / 261 , BCE in this minibatch:  13.986058235168457
Batch :  201 / 261 , BCE in this minibatch:  10.934832572937012
Batch :  202 / 261 , BCE in this minibatch:  12.809321403503418
Batch :  203 / 261 , BCE in this minibatch:  10.182040214538574
Batch :  204 / 261 , BCE in this minibatch:  8.537420272827148
Batch :  205 / 261 , BCE in this minibatch:  8.518362998962402
Batch :  206 / 261 , BCE in this minibatch:  9.374970436096191
Batch :  207 / 261 , BCE in this minibatch:  8.622415542602539
Batch :  208 / 261 , BCE in this minibatch:  7.6304121017456055
Batch :  209 / 261 , BCE in this minibatch:  9.24809455871582
Batch :  210 / 261 , BCE in this minibatch:  21.81832504272461
Batch :  211 / 261 , BCE in this minibatch:  25.918508529663086
Batch :  212 / 261 , BCE in this minibatch:  13.206021308898926
Batch :  213 / 261 , BCE in this minibatch:  20.407625198364258
Batch :  214 / 261 , BCE in this minibatch:  15.528450965881348
Batch :  215 / 261 , BCE in this minibatch:  6.8975090980529785
Batch :  216 / 261 , BCE in this minibatch:  6.369192123413086
Batch :  217 / 261 , BCE in this minibatch:  5.475815296173096
Batch :  218 / 261 , BCE in this minibatch:  7.581695079803467
Batch :  219 / 261 , BCE in this minibatch:  8.604323387145996
Batch :  220 / 261 , BCE in this minibatch:  18.28314781188965
Batch :  221 / 261 , BCE in this minibatch:  10.448933601379395
Batch :  222 / 261 , BCE in this minibatch:  10.243064880371094
Batch :  223 / 261 , BCE in this minibatch:  7.47596549987793
Batch :  224 / 261 , BCE in this minibatch:  18.940134048461914
Batch :  225 / 261 , BCE in this minibatch:  32.0069580078125
Batch :  226 / 261 , BCE in this minibatch:  12.768728256225586
Batch :  227 / 261 , BCE in this minibatch:  6.9599080085754395
Batch :  228 / 261 , BCE in this minibatch:  10.703156471252441
Batch :  229 / 261 , BCE in this minibatch:  9.625656127929688
Batch :  230 / 261 , BCE in this minibatch:  8.978355407714844
Batch :  231 / 261 , BCE in this minibatch:  11.134201049804688
Batch :  232 / 261 , BCE in this minibatch:  9.517294883728027
Batch :  233 / 261 , BCE in this minibatch:  10.185876846313477
Batch :  234 / 261 , BCE in this minibatch:  8.029192924499512
Batch :  235 / 261 , BCE in this minibatch:  10.440451622009277
Batch :  236 / 261 , BCE in this minibatch:  8.577920913696289
Batch :  237 / 261 , BCE in this minibatch:  7.685661315917969
Batch :  238 / 261 , BCE in this minibatch:  8.994041442871094
Batch :  239 / 261 , BCE in this minibatch:  7.076910495758057
Batch :  240 / 261 , BCE in this minibatch:  9.314459800720215
Batch :  241 / 261 , BCE in this minibatch:  7.635795593261719
Batch :  242 / 261 , BCE in this minibatch:  7.231705665588379
Batch :  243 / 261 , BCE in this minibatch:  6.51245641708374
Batch :  244 / 261 , BCE in this minibatch:  7.87204122543335
Batch :  245 / 261 , BCE in this minibatch:  10.102109909057617
Batch :  246 / 261 , BCE in this minibatch:  8.862034797668457
Batch :  247 / 261 , BCE in this minibatch:  10.025525093078613
Batch :  248 / 261 , BCE in this minibatch:  7.064202785491943
Batch :  249 / 261 , BCE in this minibatch:  10.136434555053711
Batch :  250 / 261 , BCE in this minibatch:  8.968993186950684
Batch :  251 / 261 , BCE in this minibatch:  6.306557655334473
Batch :  252 / 261 , BCE in this minibatch:  13.308425903320312
Batch :  253 / 261 , BCE in this minibatch:  15.183253288269043
Batch :  254 / 261 , BCE in this minibatch:  15.818215370178223
Batch :  255 / 261 , BCE in this minibatch:  8.398900032043457
Batch :  256 / 261 , BCE in this minibatch:  11.56616497039795
Batch :  257 / 261 , BCE in this minibatch:  12.295392036437988
Batch :  258 / 261 , BCE in this minibatch:  9.19812297821045
Batch :  259 / 261 , BCE in this minibatch:  7.949787616729736
Batch :  260 / 261 , BCE in this minibatch:  6.140155792236328
Batch :  261 / 261 , BCE in this minibatch:  5.7323079109191895
epoch: 1  train_loss: 8.951755421371752
Batch :  1 / 261 , BCE in this minibatch:  4.477146148681641
Batch :  2 / 261 , BCE in this minibatch:  5.671406269073486
Batch :  3 / 261 , BCE in this minibatch:  5.528980731964111
Batch :  4 / 261 , BCE in this minibatch:  5.364313125610352
Batch :  5 / 261 , BCE in this minibatch:  5.952207565307617
Batch :  6 / 261 , BCE in this minibatch:  6.016147613525391
Batch :  7 / 261 , BCE in this minibatch:  6.005602836608887
Batch :  8 / 261 , BCE in this minibatch:  5.76215124130249
Batch :  9 / 261 , BCE in this minibatch:  4.83236026763916
Batch :  10 / 261 , BCE in this minibatch:  5.315273284912109
Batch :  11 / 261 , BCE in this minibatch:  5.072817325592041
Batch :  12 / 261 , BCE in this minibatch:  5.183902263641357
Batch :  13 / 261 , BCE in this minibatch:  5.90238094329834
Batch :  14 / 261 , BCE in this minibatch:  5.861822605133057
Batch :  15 / 261 , BCE in this minibatch:  5.201198101043701
Batch :  16 / 261 , BCE in this minibatch:  5.5070905685424805
Batch :  17 / 261 , BCE in this minibatch:  10.82751178741455
Batch :  18 / 261 , BCE in this minibatch:  5.476327419281006
Batch :  19 / 261 , BCE in this minibatch:  4.959593772888184
Batch :  20 / 261 , BCE in this minibatch:  4.841704368591309
Batch :  21 / 261 , BCE in this minibatch:  4.657812118530273
Batch :  22 / 261 , BCE in this minibatch:  4.906388759613037
Batch :  23 / 261 , BCE in this minibatch:  4.467074394226074
Batch :  24 / 261 , BCE in this minibatch:  6.019403457641602
Batch :  25 / 261 , BCE in this minibatch:  6.351016998291016
Batch :  26 / 261 , BCE in this minibatch:  5.962404727935791
Batch :  27 / 261 , BCE in this minibatch:  4.197380065917969
Batch :  28 / 261 , BCE in this minibatch:  5.831845760345459
Batch :  29 / 261 , BCE in this minibatch:  4.618693828582764
Batch :  30 / 261 , BCE in this minibatch:  6.013156890869141
Batch :  31 / 261 , BCE in this minibatch:  4.938182830810547
Batch :  32 / 261 , BCE in this minibatch:  5.173429489135742
Batch :  33 / 261 , BCE in this minibatch:  4.930547714233398
Batch :  34 / 261 , BCE in this minibatch:  4.0608439445495605
Batch :  35 / 261 , BCE in this minibatch:  7.85739278793335
Batch :  36 / 261 , BCE in this minibatch:  4.5452046394348145
Batch :  37 / 261 , BCE in this minibatch:  4.613197326660156
Batch :  38 / 261 , BCE in this minibatch:  4.328573226928711
Batch :  39 / 261 , BCE in this minibatch:  4.78114652633667
Batch :  40 / 261 , BCE in this minibatch:  6.148823261260986
Batch :  41 / 261 , BCE in this minibatch:  5.490960597991943
Batch :  42 / 261 , BCE in this minibatch:  7.127342700958252
Batch :  43 / 261 , BCE in this minibatch:  4.923393726348877
Batch :  44 / 261 , BCE in this minibatch:  6.426708221435547
Batch :  45 / 261 , BCE in this minibatch:  4.711318016052246
Batch :  46 / 261 , BCE in this minibatch:  6.130685806274414
Batch :  47 / 261 , BCE in this minibatch:  9.593302726745605
Batch :  48 / 261 , BCE in this minibatch:  5.555064678192139
Batch :  49 / 261 , BCE in this minibatch:  5.495666980743408
Batch :  50 / 261 , BCE in this minibatch:  10.56008529663086
Batch :  51 / 261 , BCE in this minibatch:  5.99807071685791
Batch :  52 / 261 , BCE in this minibatch:  6.107958793640137
Batch :  53 / 261 , BCE in this minibatch:  5.37981653213501
Batch :  54 / 261 , BCE in this minibatch:  8.110910415649414
Batch :  55 / 261 , BCE in this minibatch:  6.884220600128174
Batch :  56 / 261 , BCE in this minibatch:  7.21874475479126
Batch :  57 / 261 , BCE in this minibatch:  5.253496170043945
Batch :  58 / 261 , BCE in this minibatch:  9.939898490905762
Batch :  59 / 261 , BCE in this minibatch:  5.790558815002441
Batch :  60 / 261 , BCE in this minibatch:  6.304047107696533
Batch :  61 / 261 , BCE in this minibatch:  5.550862789154053
Batch :  62 / 261 , BCE in this minibatch:  4.965938568115234
Batch :  63 / 261 , BCE in this minibatch:  4.762375831604004
Batch :  64 / 261 , BCE in this minibatch:  4.344176292419434
Batch :  65 / 261 , BCE in this minibatch:  6.601866245269775
Batch :  66 / 261 , BCE in this minibatch:  6.5436930656433105
Batch :  67 / 261 , BCE in this minibatch:  9.175471305847168
Batch :  68 / 261 , BCE in this minibatch:  5.725338935852051
Batch :  69 / 261 , BCE in this minibatch:  7.819556713104248
Batch :  70 / 261 , BCE in this minibatch:  18.53785514831543
Batch :  71 / 261 , BCE in this minibatch:  6.274585723876953
Batch :  72 / 261 , BCE in this minibatch:  5.875839710235596
Batch :  73 / 261 , BCE in this minibatch:  16.087989807128906
Batch :  74 / 261 , BCE in this minibatch:  17.448213577270508
Batch :  75 / 261 , BCE in this minibatch:  6.397039413452148
Batch :  76 / 261 , BCE in this minibatch:  6.318274974822998
Batch :  77 / 261 , BCE in this minibatch:  7.3084306716918945
Batch :  78 / 261 , BCE in this minibatch:  7.65329647064209
Batch :  79 / 261 , BCE in this minibatch:  5.4601922035217285
Batch :  80 / 261 , BCE in this minibatch:  8.817516326904297
Batch :  81 / 261 , BCE in this minibatch:  7.240504264831543
Batch :  82 / 261 , BCE in this minibatch:  5.731861591339111
Batch :  83 / 261 , BCE in this minibatch:  11.153966903686523
Batch :  84 / 261 , BCE in this minibatch:  6.322066783905029
Batch :  85 / 261 , BCE in this minibatch:  6.880845546722412
Batch :  86 / 261 , BCE in this minibatch:  8.558846473693848
Batch :  87 / 261 , BCE in this minibatch:  6.088662147521973
Batch :  88 / 261 , BCE in this minibatch:  7.171982765197754
Batch :  89 / 261 , BCE in this minibatch:  5.796483993530273
Batch :  90 / 261 , BCE in this minibatch:  6.2802228927612305
Batch :  91 / 261 , BCE in this minibatch:  4.7769012451171875
Batch :  92 / 261 , BCE in this minibatch:  6.747737407684326
Batch :  93 / 261 , BCE in this minibatch:  9.828431129455566
Batch :  94 / 261 , BCE in this minibatch:  14.411004066467285
Batch :  95 / 261 , BCE in this minibatch:  10.488677024841309
Batch :  96 / 261 , BCE in this minibatch:  8.735555648803711
Batch :  97 / 261 , BCE in this minibatch:  11.47828483581543
Batch :  98 / 261 , BCE in this minibatch:  6.661111831665039
Batch :  99 / 261 , BCE in this minibatch:  8.11382007598877
Batch :  100 / 261 , BCE in this minibatch:  14.459854125976562
Batch :  101 / 261 , BCE in this minibatch:  6.0727386474609375
Batch :  102 / 261 , BCE in this minibatch:  5.687445640563965
Batch :  103 / 261 , BCE in this minibatch:  7.384068012237549
Batch :  104 / 261 , BCE in this minibatch:  6.108900547027588
Batch :  105 / 261 , BCE in this minibatch:  11.149194717407227
Batch :  106 / 261 , BCE in this minibatch:  6.710844993591309
Batch :  107 / 261 , BCE in this minibatch:  6.850567817687988
Batch :  108 / 261 , BCE in this minibatch:  5.347865581512451
Batch :  109 / 261 , BCE in this minibatch:  7.056474685668945
Batch :  110 / 261 , BCE in this minibatch:  11.541945457458496
Batch :  111 / 261 , BCE in this minibatch:  6.666595935821533
Batch :  112 / 261 , BCE in this minibatch:  8.670035362243652
Batch :  113 / 261 , BCE in this minibatch:  9.302736282348633
Batch :  114 / 261 , BCE in this minibatch:  8.373510360717773
Batch :  115 / 261 , BCE in this minibatch:  8.709722518920898
Batch :  116 / 261 , BCE in this minibatch:  7.274362087249756
Batch :  117 / 261 , BCE in this minibatch:  9.571089744567871
Batch :  118 / 261 , BCE in this minibatch:  8.959982872009277
Batch :  119 / 261 , BCE in this minibatch:  8.546751022338867
Batch :  120 / 261 , BCE in this minibatch:  9.063629150390625
Batch :  121 / 261 , BCE in this minibatch:  6.653738498687744
Batch :  122 / 261 , BCE in this minibatch:  8.383769989013672
Batch :  123 / 261 , BCE in this minibatch:  8.718223571777344
Batch :  124 / 261 , BCE in this minibatch:  5.351747989654541
Batch :  125 / 261 , BCE in this minibatch:  19.506792068481445
Batch :  126 / 261 , BCE in this minibatch:  7.132494926452637
Batch :  127 / 261 , BCE in this minibatch:  5.571832180023193
Batch :  128 / 261 , BCE in this minibatch:  8.563182830810547
Batch :  129 / 261 , BCE in this minibatch:  5.434140205383301
Batch :  130 / 261 , BCE in this minibatch:  17.834667205810547
Batch :  131 / 261 , BCE in this minibatch:  9.406145095825195
Batch :  132 / 261 , BCE in this minibatch:  8.7272367477417
Batch :  133 / 261 , BCE in this minibatch:  17.997602462768555
Batch :  134 / 261 , BCE in this minibatch:  9.49740982055664
Batch :  135 / 261 , BCE in this minibatch:  7.1660542488098145
Batch :  136 / 261 , BCE in this minibatch:  5.864915370941162
Batch :  137 / 261 , BCE in this minibatch:  11.37498664855957
Batch :  138 / 261 , BCE in this minibatch:  9.990654945373535
Batch :  139 / 261 , BCE in this minibatch:  7.001600742340088
Batch :  140 / 261 , BCE in this minibatch:  5.72353458404541
Batch :  141 / 261 , BCE in this minibatch:  7.757613182067871
Batch :  142 / 261 , BCE in this minibatch:  9.293679237365723
Batch :  143 / 261 , BCE in this minibatch:  14.475959777832031
Batch :  144 / 261 , BCE in this minibatch:  9.640119552612305
Batch :  145 / 261 , BCE in this minibatch:  5.410450458526611
Batch :  146 / 261 , BCE in this minibatch:  8.470144271850586
Batch :  147 / 261 , BCE in this minibatch:  6.729381084442139
Batch :  148 / 261 , BCE in this minibatch:  7.193892002105713
Batch :  149 / 261 , BCE in this minibatch:  6.061403274536133
Batch :  150 / 261 , BCE in this minibatch:  6.195074558258057
Batch :  151 / 261 , BCE in this minibatch:  5.05777645111084
Batch :  152 / 261 , BCE in this minibatch:  8.64220905303955
Batch :  153 / 261 , BCE in this minibatch:  7.007781028747559
Batch :  154 / 261 , BCE in this minibatch:  4.725400924682617
Batch :  155 / 261 , BCE in this minibatch:  4.241672992706299
Batch :  156 / 261 , BCE in this minibatch:  9.633017539978027
Batch :  157 / 261 , BCE in this minibatch:  6.975828170776367
Batch :  158 / 261 , BCE in this minibatch:  15.783621788024902
Batch :  159 / 261 , BCE in this minibatch:  7.257047653198242
Batch :  160 / 261 , BCE in this minibatch:  7.377529144287109
Batch :  161 / 261 , BCE in this minibatch:  10.777948379516602
Batch :  162 / 261 , BCE in this minibatch:  6.896256923675537
Batch :  163 / 261 , BCE in this minibatch:  7.628522872924805
Batch :  164 / 261 , BCE in this minibatch:  15.296598434448242
Batch :  165 / 261 , BCE in this minibatch:  7.55116081237793
Batch :  166 / 261 , BCE in this minibatch:  18.9668025970459
Batch :  167 / 261 , BCE in this minibatch:  12.410842895507812
Batch :  168 / 261 , BCE in this minibatch:  12.056885719299316
Batch :  169 / 261 , BCE in this minibatch:  14.472064971923828
Batch :  170 / 261 , BCE in this minibatch:  15.339082717895508
Batch :  171 / 261 , BCE in this minibatch:  37.63932800292969
Batch :  172 / 261 , BCE in this minibatch:  38.68061828613281
Batch :  173 / 261 , BCE in this minibatch:  14.36052417755127
Batch :  174 / 261 , BCE in this minibatch:  8.643908500671387
Batch :  175 / 261 , BCE in this minibatch:  6.800915718078613
Batch :  176 / 261 , BCE in this minibatch:  8.631975173950195
Batch :  177 / 261 , BCE in this minibatch:  8.616497039794922
Batch :  178 / 261 , BCE in this minibatch:  9.267919540405273
Batch :  179 / 261 , BCE in this minibatch:  8.59233570098877
Batch :  180 / 261 , BCE in this minibatch:  9.059637069702148
Batch :  181 / 261 , BCE in this minibatch:  8.597583770751953
Batch :  182 / 261 , BCE in this minibatch:  8.140008926391602
Batch :  183 / 261 , BCE in this minibatch:  8.770158767700195
Batch :  184 / 261 , BCE in this minibatch:  12.883743286132812
Batch :  185 / 261 , BCE in this minibatch:  7.719692230224609
Batch :  186 / 261 , BCE in this minibatch:  14.44981861114502
Batch :  187 / 261 , BCE in this minibatch:  7.923182010650635
Batch :  188 / 261 , BCE in this minibatch:  8.2016019821167
Batch :  189 / 261 , BCE in this minibatch:  7.221106052398682
Batch :  190 / 261 , BCE in this minibatch:  9.500397682189941
Batch :  191 / 261 , BCE in this minibatch:  12.591553688049316
Batch :  192 / 261 , BCE in this minibatch:  8.989140510559082
Batch :  193 / 261 , BCE in this minibatch:  9.960660934448242
Batch :  194 / 261 , BCE in this minibatch:  9.277730941772461
Batch :  195 / 261 , BCE in this minibatch:  5.923666477203369
Batch :  196 / 261 , BCE in this minibatch:  6.837131023406982
Batch :  197 / 261 , BCE in this minibatch:  6.666525363922119
Batch :  198 / 261 , BCE in this minibatch:  11.044042587280273
Batch :  199 / 261 , BCE in this minibatch:  8.480652809143066
Batch :  200 / 261 , BCE in this minibatch:  13.90396785736084
Batch :  201 / 261 , BCE in this minibatch:  10.815885543823242
Batch :  202 / 261 , BCE in this minibatch:  12.637466430664062
Batch :  203 / 261 , BCE in this minibatch:  9.890495300292969
Batch :  204 / 261 , BCE in this minibatch:  8.286256790161133
Batch :  205 / 261 , BCE in this minibatch:  8.235369682312012
Batch :  206 / 261 , BCE in this minibatch:  9.081228256225586
Batch :  207 / 261 , BCE in this minibatch:  8.363081932067871
Batch :  208 / 261 , BCE in this minibatch:  7.261693477630615
Batch :  209 / 261 , BCE in this minibatch:  9.009803771972656
Batch :  210 / 261 , BCE in this minibatch:  21.855615615844727
Batch :  211 / 261 , BCE in this minibatch:  26.06960678100586
Batch :  212 / 261 , BCE in this minibatch:  12.947959899902344
Batch :  213 / 261 , BCE in this minibatch:  20.474441528320312
Batch :  214 / 261 , BCE in this minibatch:  15.284174919128418
Batch :  215 / 261 , BCE in this minibatch:  6.339412689208984
Batch :  216 / 261 , BCE in this minibatch:  5.857473373413086
Batch :  217 / 261 , BCE in this minibatch:  5.137637138366699
Batch :  218 / 261 , BCE in this minibatch:  7.4252448081970215
Batch :  219 / 261 , BCE in this minibatch:  8.274157524108887
Batch :  220 / 261 , BCE in this minibatch:  17.994091033935547
Batch :  221 / 261 , BCE in this minibatch:  10.251178741455078
Batch :  222 / 261 , BCE in this minibatch:  9.971858978271484
Batch :  223 / 261 , BCE in this minibatch:  7.120156288146973
Batch :  224 / 261 , BCE in this minibatch:  18.582530975341797
Batch :  225 / 261 , BCE in this minibatch:  31.673328399658203
Batch :  226 / 261 , BCE in this minibatch:  12.416549682617188
Batch :  227 / 261 , BCE in this minibatch:  6.791000843048096
Batch :  228 / 261 , BCE in this minibatch:  10.355398178100586
Batch :  229 / 261 , BCE in this minibatch:  9.482155799865723
Batch :  230 / 261 , BCE in this minibatch:  8.86551284790039
Batch :  231 / 261 , BCE in this minibatch:  10.803731918334961
Batch :  232 / 261 , BCE in this minibatch:  9.229826927185059
Batch :  233 / 261 , BCE in this minibatch:  10.004938125610352
Batch :  234 / 261 , BCE in this minibatch:  7.740889549255371
Batch :  235 / 261 , BCE in this minibatch:  10.122523307800293
Batch :  236 / 261 , BCE in this minibatch:  8.402626991271973
Batch :  237 / 261 , BCE in this minibatch:  7.418386459350586
Batch :  238 / 261 , BCE in this minibatch:  8.83944320678711
Batch :  239 / 261 , BCE in this minibatch:  6.9676947593688965
Batch :  240 / 261 , BCE in this minibatch:  9.092056274414062
Batch :  241 / 261 , BCE in this minibatch:  7.375613212585449
Batch :  242 / 261 , BCE in this minibatch:  6.8274455070495605
Batch :  243 / 261 , BCE in this minibatch:  6.124032974243164
Batch :  244 / 261 , BCE in this minibatch:  7.5103068351745605
Batch :  245 / 261 , BCE in this minibatch:  9.818366050720215
Batch :  246 / 261 , BCE in this minibatch:  8.556007385253906
Batch :  247 / 261 , BCE in this minibatch:  9.81283187866211
Batch :  248 / 261 , BCE in this minibatch:  6.95265531539917
Batch :  249 / 261 , BCE in this minibatch:  10.133835792541504
Batch :  250 / 261 , BCE in this minibatch:  8.971149444580078
Batch :  251 / 261 , BCE in this minibatch:  6.044621467590332
Batch :  252 / 261 , BCE in this minibatch:  13.012990951538086
Batch :  253 / 261 , BCE in this minibatch:  14.870375633239746
Batch :  254 / 261 , BCE in this minibatch:  15.451728820800781
Batch :  255 / 261 , BCE in this minibatch:  8.149811744689941
Batch :  256 / 261 , BCE in this minibatch:  11.349154472351074
Batch :  257 / 261 , BCE in this minibatch:  11.994246482849121
Batch :  258 / 261 , BCE in this minibatch:  8.955190658569336
Batch :  259 / 261 , BCE in this minibatch:  7.671836853027344
Batch :  260 / 261 , BCE in this minibatch:  5.969366073608398
Batch :  261 / 261 , BCE in this minibatch:  5.506801128387451
epoch: 2  train_loss: 8.72736506078435
Batch :  1 / 261 , BCE in this minibatch:  4.453939437866211
Batch :  2 / 261 , BCE in this minibatch:  5.496258735656738
Batch :  3 / 261 , BCE in this minibatch:  5.38463020324707
Batch :  4 / 261 , BCE in this minibatch:  5.233346939086914
Batch :  5 / 261 , BCE in this minibatch:  5.907937526702881
Batch :  6 / 261 , BCE in this minibatch:  5.77786922454834
Batch :  7 / 261 , BCE in this minibatch:  5.880519390106201
Batch :  8 / 261 , BCE in this minibatch:  5.622949123382568
Batch :  9 / 261 , BCE in this minibatch:  4.700911521911621
Batch :  10 / 261 , BCE in this minibatch:  5.2475175857543945
Batch :  11 / 261 , BCE in this minibatch:  4.97147798538208
Batch :  12 / 261 , BCE in this minibatch:  5.082015037536621
Batch :  13 / 261 , BCE in this minibatch:  5.824119567871094
Batch :  14 / 261 , BCE in this minibatch:  5.7694621086120605
Batch :  15 / 261 , BCE in this minibatch:  5.1107988357543945
Batch :  16 / 261 , BCE in this minibatch:  5.4370198249816895
Batch :  17 / 261 , BCE in this minibatch:  10.73117733001709
Batch :  18 / 261 , BCE in this minibatch:  5.365826606750488
Batch :  19 / 261 , BCE in this minibatch:  4.862758636474609
Batch :  20 / 261 , BCE in this minibatch:  4.741896152496338
Batch :  21 / 261 , BCE in this minibatch:  4.569792747497559
Batch :  22 / 261 , BCE in this minibatch:  4.750121593475342
Batch :  23 / 261 , BCE in this minibatch:  4.276943206787109
Batch :  24 / 261 , BCE in this minibatch:  5.873452663421631
Batch :  25 / 261 , BCE in this minibatch:  6.197165012359619
Batch :  26 / 261 , BCE in this minibatch:  5.705134391784668
Batch :  27 / 261 , BCE in this minibatch:  4.039902210235596
Batch :  28 / 261 , BCE in this minibatch:  5.719574451446533
Batch :  29 / 261 , BCE in this minibatch:  4.5009236335754395
Batch :  30 / 261 , BCE in this minibatch:  5.965916156768799
Batch :  31 / 261 , BCE in this minibatch:  4.816655158996582
Batch :  32 / 261 , BCE in this minibatch:  5.065471172332764
Batch :  33 / 261 , BCE in this minibatch:  4.832938194274902
Batch :  34 / 261 , BCE in this minibatch:  4.010887622833252
Batch :  35 / 261 , BCE in this minibatch:  7.607125759124756
Batch :  36 / 261 , BCE in this minibatch:  4.4029541015625
Batch :  37 / 261 , BCE in this minibatch:  4.477768421173096
Batch :  38 / 261 , BCE in this minibatch:  4.246069431304932
Batch :  39 / 261 , BCE in this minibatch:  4.66357946395874
Batch :  40 / 261 , BCE in this minibatch:  6.0539984703063965
Batch :  41 / 261 , BCE in this minibatch:  5.473121643066406
Batch :  42 / 261 , BCE in this minibatch:  7.016555309295654
Batch :  43 / 261 , BCE in this minibatch:  4.757457256317139
Batch :  44 / 261 , BCE in this minibatch:  6.318350791931152
Batch :  45 / 261 , BCE in this minibatch:  4.612515926361084
Batch :  46 / 261 , BCE in this minibatch:  6.041840076446533
Batch :  47 / 261 , BCE in this minibatch:  9.534669876098633
Batch :  48 / 261 , BCE in this minibatch:  5.473845958709717
Batch :  49 / 261 , BCE in this minibatch:  5.446147918701172
Batch :  50 / 261 , BCE in this minibatch:  10.41335391998291
Batch :  51 / 261 , BCE in this minibatch:  5.901040077209473
Batch :  52 / 261 , BCE in this minibatch:  5.997224807739258
Batch :  53 / 261 , BCE in this minibatch:  5.29220724105835
Batch :  54 / 261 , BCE in this minibatch:  8.003310203552246
Batch :  55 / 261 , BCE in this minibatch:  6.74883508682251
Batch :  56 / 261 , BCE in this minibatch:  7.113638401031494
Batch :  57 / 261 , BCE in this minibatch:  5.178704738616943
Batch :  58 / 261 , BCE in this minibatch:  9.799219131469727
Batch :  59 / 261 , BCE in this minibatch:  5.670756816864014
Batch :  60 / 261 , BCE in this minibatch:  6.204860210418701
Batch :  61 / 261 , BCE in this minibatch:  5.490362644195557
Batch :  62 / 261 , BCE in this minibatch:  4.8728413581848145
Batch :  63 / 261 , BCE in this minibatch:  4.7027058601379395
Batch :  64 / 261 , BCE in this minibatch:  4.283356189727783
Batch :  65 / 261 , BCE in this minibatch:  6.463110446929932
Batch :  66 / 261 , BCE in this minibatch:  6.443071365356445
Batch :  67 / 261 , BCE in this minibatch:  9.014954566955566
Batch :  68 / 261 , BCE in this minibatch:  5.575791835784912
Batch :  69 / 261 , BCE in this minibatch:  7.7156805992126465
Batch :  70 / 261 , BCE in this minibatch:  18.087261199951172
Batch :  71 / 261 , BCE in this minibatch:  6.19639778137207
Batch :  72 / 261 , BCE in this minibatch:  5.798375606536865
Batch :  73 / 261 , BCE in this minibatch:  15.835258483886719
Batch :  74 / 261 , BCE in this minibatch:  17.0945987701416
Batch :  75 / 261 , BCE in this minibatch:  6.253294467926025
Batch :  76 / 261 , BCE in this minibatch:  6.162087917327881
Batch :  77 / 261 , BCE in this minibatch:  7.197904109954834
Batch :  78 / 261 , BCE in this minibatch:  7.501906394958496
Batch :  79 / 261 , BCE in this minibatch:  5.418665409088135
Batch :  80 / 261 , BCE in this minibatch:  8.697467803955078
Batch :  81 / 261 , BCE in this minibatch:  7.13927698135376
Batch :  82 / 261 , BCE in this minibatch:  5.669296741485596
Batch :  83 / 261 , BCE in this minibatch:  10.903611183166504
Batch :  84 / 261 , BCE in this minibatch:  6.215550422668457
Batch :  85 / 261 , BCE in this minibatch:  6.777925491333008
Batch :  86 / 261 , BCE in this minibatch:  8.384881973266602
Batch :  87 / 261 , BCE in this minibatch:  5.989623069763184
Batch :  88 / 261 , BCE in this minibatch:  7.053458213806152
Batch :  89 / 261 , BCE in this minibatch:  5.692269325256348
Batch :  90 / 261 , BCE in this minibatch:  6.124366760253906
Batch :  91 / 261 , BCE in this minibatch:  4.7259016036987305
Batch :  92 / 261 , BCE in this minibatch:  6.723178863525391
Batch :  93 / 261 , BCE in this minibatch:  9.607793807983398
Batch :  94 / 261 , BCE in this minibatch:  14.095658302307129
Batch :  95 / 261 , BCE in this minibatch:  10.310040473937988
Batch :  96 / 261 , BCE in this minibatch:  8.621176719665527
Batch :  97 / 261 , BCE in this minibatch:  11.330232620239258
Batch :  98 / 261 , BCE in this minibatch:  6.544655799865723
Batch :  99 / 261 , BCE in this minibatch:  8.006536483764648
Batch :  100 / 261 , BCE in this minibatch:  14.058038711547852
Batch :  101 / 261 , BCE in this minibatch:  5.924111366271973
Batch :  102 / 261 , BCE in this minibatch:  5.589999198913574
Batch :  103 / 261 , BCE in this minibatch:  7.351772308349609
Batch :  104 / 261 , BCE in this minibatch:  6.045875549316406
Batch :  105 / 261 , BCE in this minibatch:  10.887017250061035
Batch :  106 / 261 , BCE in this minibatch:  6.583625316619873
Batch :  107 / 261 , BCE in this minibatch:  6.753035545349121
Batch :  108 / 261 , BCE in this minibatch:  5.209146499633789
Batch :  109 / 261 , BCE in this minibatch:  7.017603397369385
Batch :  110 / 261 , BCE in this minibatch:  11.369990348815918
Batch :  111 / 261 , BCE in this minibatch:  6.581615924835205
Batch :  112 / 261 , BCE in this minibatch:  8.588519096374512
Batch :  113 / 261 , BCE in this minibatch:  9.182259559631348
Batch :  114 / 261 , BCE in this minibatch:  8.315106391906738
Batch :  115 / 261 , BCE in this minibatch:  8.659988403320312
Batch :  116 / 261 , BCE in this minibatch:  7.084286689758301
Batch :  117 / 261 , BCE in this minibatch:  9.345049858093262
Batch :  118 / 261 , BCE in this minibatch:  8.850977897644043
Batch :  119 / 261 , BCE in this minibatch:  8.452261924743652
Batch :  120 / 261 , BCE in this minibatch:  8.914152145385742
Batch :  121 / 261 , BCE in this minibatch:  6.493500709533691
Batch :  122 / 261 , BCE in this minibatch:  8.283576965332031
Batch :  123 / 261 , BCE in this minibatch:  8.53604507446289
Batch :  124 / 261 , BCE in this minibatch:  5.148410797119141
Batch :  125 / 261 , BCE in this minibatch:  19.149749755859375
Batch :  126 / 261 , BCE in this minibatch:  7.039890766143799
Batch :  127 / 261 , BCE in this minibatch:  5.4010701179504395
Batch :  128 / 261 , BCE in this minibatch:  8.408720016479492
Batch :  129 / 261 , BCE in this minibatch:  5.329000473022461
Batch :  130 / 261 , BCE in this minibatch:  17.40329933166504
Batch :  131 / 261 , BCE in this minibatch:  9.16442584991455
Batch :  132 / 261 , BCE in this minibatch:  8.60783576965332
Batch :  133 / 261 , BCE in this minibatch:  17.771329879760742
Batch :  134 / 261 , BCE in this minibatch:  9.315849304199219
Batch :  135 / 261 , BCE in this minibatch:  7.0889153480529785
Batch :  136 / 261 , BCE in this minibatch:  5.739752769470215
Batch :  137 / 261 , BCE in this minibatch:  11.321698188781738
Batch :  138 / 261 , BCE in this minibatch:  9.84680461883545
Batch :  139 / 261 , BCE in this minibatch:  6.92715311050415
Batch :  140 / 261 , BCE in this minibatch:  5.497544288635254
Batch :  141 / 261 , BCE in this minibatch:  7.626993656158447
Batch :  142 / 261 , BCE in this minibatch:  9.090575218200684
Batch :  143 / 261 , BCE in this minibatch:  14.36937427520752
Batch :  144 / 261 , BCE in this minibatch:  9.496589660644531
Batch :  145 / 261 , BCE in this minibatch:  5.3180155754089355
Batch :  146 / 261 , BCE in this minibatch:  8.317113876342773
Batch :  147 / 261 , BCE in this minibatch:  6.5679240226745605
Batch :  148 / 261 , BCE in this minibatch:  7.002932548522949
Batch :  149 / 261 , BCE in this minibatch:  5.938591003417969
Batch :  150 / 261 , BCE in this minibatch:  6.04314661026001
Batch :  151 / 261 , BCE in this minibatch:  4.947509288787842
Batch :  152 / 261 , BCE in this minibatch:  8.46901798248291
Batch :  153 / 261 , BCE in this minibatch:  6.850152492523193
Batch :  154 / 261 , BCE in this minibatch:  4.6366047859191895
Batch :  155 / 261 , BCE in this minibatch:  4.1883158683776855
Batch :  156 / 261 , BCE in this minibatch:  9.385920524597168
Batch :  157 / 261 , BCE in this minibatch:  6.924290180206299
Batch :  158 / 261 , BCE in this minibatch:  15.495721817016602
Batch :  159 / 261 , BCE in this minibatch:  7.184206962585449
Batch :  160 / 261 , BCE in this minibatch:  7.292947292327881
Batch :  161 / 261 , BCE in this minibatch:  10.657673835754395
Batch :  162 / 261 , BCE in this minibatch:  6.812039852142334
Batch :  163 / 261 , BCE in this minibatch:  7.506682395935059
Batch :  164 / 261 , BCE in this minibatch:  14.926360130310059
Batch :  165 / 261 , BCE in this minibatch:  7.48777437210083
Batch :  166 / 261 , BCE in this minibatch:  18.56304359436035
Batch :  167 / 261 , BCE in this minibatch:  12.095439910888672
Batch :  168 / 261 , BCE in this minibatch:  11.99855899810791
Batch :  169 / 261 , BCE in this minibatch:  14.305359840393066
Batch :  170 / 261 , BCE in this minibatch:  15.151876449584961
Batch :  171 / 261 , BCE in this minibatch:  37.01116943359375
Batch :  172 / 261 , BCE in this minibatch:  37.971092224121094
Batch :  173 / 261 , BCE in this minibatch:  14.178521156311035
Batch :  174 / 261 , BCE in this minibatch:  8.562824249267578
Batch :  175 / 261 , BCE in this minibatch:  6.758364200592041
Batch :  176 / 261 , BCE in this minibatch:  8.466744422912598
Batch :  177 / 261 , BCE in this minibatch:  8.443988800048828
Batch :  178 / 261 , BCE in this minibatch:  9.160165786743164
Batch :  179 / 261 , BCE in this minibatch:  8.557663917541504
Batch :  180 / 261 , BCE in this minibatch:  8.970303535461426
Batch :  181 / 261 , BCE in this minibatch:  8.507240295410156
Batch :  182 / 261 , BCE in this minibatch:  8.029928207397461
Batch :  183 / 261 , BCE in this minibatch:  8.617513656616211
Batch :  184 / 261 , BCE in this minibatch:  12.741421699523926
Batch :  185 / 261 , BCE in this minibatch:  7.617988586425781
Batch :  186 / 261 , BCE in this minibatch:  14.316394805908203
Batch :  187 / 261 , BCE in this minibatch:  7.776442527770996
Batch :  188 / 261 , BCE in this minibatch:  8.130703926086426
Batch :  189 / 261 , BCE in this minibatch:  7.09020471572876
Batch :  190 / 261 , BCE in this minibatch:  9.364472389221191
Batch :  191 / 261 , BCE in this minibatch:  12.401799201965332
Batch :  192 / 261 , BCE in this minibatch:  8.889034271240234
Batch :  193 / 261 , BCE in this minibatch:  9.752484321594238
Batch :  194 / 261 , BCE in this minibatch:  9.220126152038574
Batch :  195 / 261 , BCE in this minibatch:  5.924283504486084
Batch :  196 / 261 , BCE in this minibatch:  6.948095798492432
Batch :  197 / 261 , BCE in this minibatch:  6.755771636962891
Batch :  198 / 261 , BCE in this minibatch:  10.862704277038574
Batch :  199 / 261 , BCE in this minibatch:  8.225252151489258
Batch :  200 / 261 , BCE in this minibatch:  13.589668273925781
Batch :  201 / 261 , BCE in this minibatch:  10.598496437072754
Batch :  202 / 261 , BCE in this minibatch:  12.463343620300293
Batch :  203 / 261 , BCE in this minibatch:  9.641805648803711
Batch :  204 / 261 , BCE in this minibatch:  8.145630836486816
Batch :  205 / 261 , BCE in this minibatch:  8.078093528747559
Batch :  206 / 261 , BCE in this minibatch:  8.908249855041504
Batch :  207 / 261 , BCE in this minibatch:  8.267521858215332
Batch :  208 / 261 , BCE in this minibatch:  7.124018669128418
Batch :  209 / 261 , BCE in this minibatch:  8.915900230407715
Batch :  210 / 261 , BCE in this minibatch:  21.616867065429688
Batch :  211 / 261 , BCE in this minibatch:  25.84931182861328
Batch :  212 / 261 , BCE in this minibatch:  12.806398391723633
Batch :  213 / 261 , BCE in this minibatch:  20.295570373535156
Batch :  214 / 261 , BCE in this minibatch:  15.056907653808594
Batch :  215 / 261 , BCE in this minibatch:  6.132329940795898
Batch :  216 / 261 , BCE in this minibatch:  5.669684886932373
Batch :  217 / 261 , BCE in this minibatch:  5.0078959465026855
Batch :  218 / 261 , BCE in this minibatch:  7.341273307800293
Batch :  219 / 261 , BCE in this minibatch:  8.140174865722656
Batch :  220 / 261 , BCE in this minibatch:  17.753189086914062
Batch :  221 / 261 , BCE in this minibatch:  10.122466087341309
Batch :  222 / 261 , BCE in this minibatch:  9.827067375183105
Batch :  223 / 261 , BCE in this minibatch:  6.9308061599731445
Batch :  224 / 261 , BCE in this minibatch:  18.31212043762207
Batch :  225 / 261 , BCE in this minibatch:  31.188438415527344
Batch :  226 / 261 , BCE in this minibatch:  12.159677505493164
Batch :  227 / 261 , BCE in this minibatch:  6.744349002838135
Batch :  228 / 261 , BCE in this minibatch:  10.165210723876953
Batch :  229 / 261 , BCE in this minibatch:  9.34414291381836
Batch :  230 / 261 , BCE in this minibatch:  8.741534233093262
Batch :  231 / 261 , BCE in this minibatch:  10.544509887695312
Batch :  232 / 261 , BCE in this minibatch:  9.001487731933594
Batch :  233 / 261 , BCE in this minibatch:  9.884056091308594
Batch :  234 / 261 , BCE in this minibatch:  7.55188512802124
Batch :  235 / 261 , BCE in this minibatch:  9.96924114227295
Batch :  236 / 261 , BCE in this minibatch:  8.249625205993652
Batch :  237 / 261 , BCE in this minibatch:  7.234426975250244
Batch :  238 / 261 , BCE in this minibatch:  8.711400985717773
Batch :  239 / 261 , BCE in this minibatch:  6.908389091491699
Batch :  240 / 261 , BCE in this minibatch:  8.882844924926758
Batch :  241 / 261 , BCE in this minibatch:  7.210321426391602
Batch :  242 / 261 , BCE in this minibatch:  6.597717761993408
Batch :  243 / 261 , BCE in this minibatch:  5.833159446716309
Batch :  244 / 261 , BCE in this minibatch:  7.214990139007568
Batch :  245 / 261 , BCE in this minibatch:  9.682695388793945
Batch :  246 / 261 , BCE in this minibatch:  8.37023639678955
Batch :  247 / 261 , BCE in this minibatch:  9.598381996154785
Batch :  248 / 261 , BCE in this minibatch:  6.8362627029418945
Batch :  249 / 261 , BCE in this minibatch:  10.163738250732422
Batch :  250 / 261 , BCE in this minibatch:  8.915806770324707
Batch :  251 / 261 , BCE in this minibatch:  5.891943454742432
Batch :  252 / 261 , BCE in this minibatch:  12.806585311889648
Batch :  253 / 261 , BCE in this minibatch:  14.618104934692383
Batch :  254 / 261 , BCE in this minibatch:  15.206002235412598
Batch :  255 / 261 , BCE in this minibatch:  7.9643144607543945
Batch :  256 / 261 , BCE in this minibatch:  11.158596992492676
Batch :  257 / 261 , BCE in this minibatch:  11.853300094604492
Batch :  258 / 261 , BCE in this minibatch:  8.836936950683594
Batch :  259 / 261 , BCE in this minibatch:  7.5120625495910645
Batch :  260 / 261 , BCE in this minibatch:  5.822620868682861
Batch :  261 / 261 , BCE in this minibatch:  5.398565769195557
epoch: 3  train_loss: 8.580872813403834
Batch :  1 / 261 , BCE in this minibatch:  4.489748001098633
Batch :  2 / 261 , BCE in this minibatch:  5.382976531982422
Batch :  3 / 261 , BCE in this minibatch:  5.254594326019287
Batch :  4 / 261 , BCE in this minibatch:  5.1351542472839355
Batch :  5 / 261 , BCE in this minibatch:  5.848255157470703
Batch :  6 / 261 , BCE in this minibatch:  5.648091793060303
Batch :  7 / 261 , BCE in this minibatch:  5.825765609741211
Batch :  8 / 261 , BCE in this minibatch:  5.494423866271973
Batch :  9 / 261 , BCE in this minibatch:  4.605784893035889
Batch :  10 / 261 , BCE in this minibatch:  5.210043907165527
Batch :  11 / 261 , BCE in this minibatch:  4.925166606903076
Batch :  12 / 261 , BCE in this minibatch:  5.074349403381348
Batch :  13 / 261 , BCE in this minibatch:  5.81831693649292
Batch :  14 / 261 , BCE in this minibatch:  5.715927600860596
Batch :  15 / 261 , BCE in this minibatch:  5.099265098571777
Batch :  16 / 261 , BCE in this minibatch:  5.429680824279785
Batch :  17 / 261 , BCE in this minibatch:  10.702879905700684
Batch :  18 / 261 , BCE in this minibatch:  5.3148345947265625
Batch :  19 / 261 , BCE in this minibatch:  4.813604354858398
Batch :  20 / 261 , BCE in this minibatch:  4.698215007781982
Batch :  21 / 261 , BCE in this minibatch:  4.568171977996826
Batch :  22 / 261 , BCE in this minibatch:  4.673352241516113
Batch :  23 / 261 , BCE in this minibatch:  4.221409320831299
Batch :  24 / 261 , BCE in this minibatch:  5.817638874053955
Batch :  25 / 261 , BCE in this minibatch:  6.127476215362549
Batch :  26 / 261 , BCE in this minibatch:  5.582816123962402
Batch :  27 / 261 , BCE in this minibatch:  3.9653046131134033
Batch :  28 / 261 , BCE in this minibatch:  5.7069807052612305
Batch :  29 / 261 , BCE in this minibatch:  4.496937274932861
Batch :  30 / 261 , BCE in this minibatch:  5.925729751586914
Batch :  31 / 261 , BCE in this minibatch:  4.7751145362854
Batch :  32 / 261 , BCE in this minibatch:  5.005951404571533
Batch :  33 / 261 , BCE in this minibatch:  4.8252434730529785
Batch :  34 / 261 , BCE in this minibatch:  3.9956912994384766
Batch :  35 / 261 , BCE in this minibatch:  7.414572715759277
Batch :  36 / 261 , BCE in this minibatch:  4.3401336669921875
Batch :  37 / 261 , BCE in this minibatch:  4.440204620361328
Batch :  38 / 261 , BCE in this minibatch:  4.204657077789307
Batch :  39 / 261 , BCE in this minibatch:  4.647550582885742
Batch :  40 / 261 , BCE in this minibatch:  5.9591546058654785
Batch :  41 / 261 , BCE in this minibatch:  5.3885321617126465
Batch :  42 / 261 , BCE in this minibatch:  7.027112007141113
Batch :  43 / 261 , BCE in this minibatch:  4.689151763916016
Batch :  44 / 261 , BCE in this minibatch:  6.29738712310791
Batch :  45 / 261 , BCE in this minibatch:  4.596080303192139
Batch :  46 / 261 , BCE in this minibatch:  5.968526840209961
Batch :  47 / 261 , BCE in this minibatch:  9.462321281433105
Batch :  48 / 261 , BCE in this minibatch:  5.38629150390625
Batch :  49 / 261 , BCE in this minibatch:  5.38904333114624
Batch :  50 / 261 , BCE in this minibatch:  10.306307792663574
Batch :  51 / 261 , BCE in this minibatch:  5.837076187133789
Batch :  52 / 261 , BCE in this minibatch:  5.938905239105225
Batch :  53 / 261 , BCE in this minibatch:  5.259730339050293
Batch :  54 / 261 , BCE in this minibatch:  7.931746959686279
Batch :  55 / 261 , BCE in this minibatch:  6.706984043121338
Batch :  56 / 261 , BCE in this minibatch:  7.032186508178711
Batch :  57 / 261 , BCE in this minibatch:  5.137255668640137
Batch :  58 / 261 , BCE in this minibatch:  9.675104141235352
Batch :  59 / 261 , BCE in this minibatch:  5.631795406341553
Batch :  60 / 261 , BCE in this minibatch:  6.176753997802734
Batch :  61 / 261 , BCE in this minibatch:  5.435636520385742
Batch :  62 / 261 , BCE in this minibatch:  4.815654277801514
Batch :  63 / 261 , BCE in this minibatch:  4.671917915344238
Batch :  64 / 261 , BCE in this minibatch:  4.230370044708252
Batch :  65 / 261 , BCE in this minibatch:  6.377703666687012
Batch :  66 / 261 , BCE in this minibatch:  6.3482561111450195
Batch :  67 / 261 , BCE in this minibatch:  8.853764533996582
Batch :  68 / 261 , BCE in this minibatch:  5.502327919006348
Batch :  69 / 261 , BCE in this minibatch:  7.60772180557251
Batch :  70 / 261 , BCE in this minibatch:  17.76925277709961
Batch :  71 / 261 , BCE in this minibatch:  6.122321605682373
Batch :  72 / 261 , BCE in this minibatch:  5.775062561035156
Batch :  73 / 261 , BCE in this minibatch:  15.646398544311523
Batch :  74 / 261 , BCE in this minibatch:  16.799161911010742
Batch :  75 / 261 , BCE in this minibatch:  6.170776844024658
Batch :  76 / 261 , BCE in this minibatch:  6.137349605560303
Batch :  77 / 261 , BCE in this minibatch:  7.1411848068237305
Batch :  78 / 261 , BCE in this minibatch:  7.450962066650391
Batch :  79 / 261 , BCE in this minibatch:  5.418311595916748
Batch :  80 / 261 , BCE in this minibatch:  8.58570671081543
Batch :  81 / 261 , BCE in this minibatch:  7.1049041748046875
Batch :  82 / 261 , BCE in this minibatch:  5.61435079574585
Batch :  83 / 261 , BCE in this minibatch:  10.762449264526367
Batch :  84 / 261 , BCE in this minibatch:  6.127704620361328
Batch :  85 / 261 , BCE in this minibatch:  6.729085445404053
Batch :  86 / 261 , BCE in this minibatch:  8.288487434387207
Batch :  87 / 261 , BCE in this minibatch:  5.918697834014893
Batch :  88 / 261 , BCE in this minibatch:  6.982362747192383
Batch :  89 / 261 , BCE in this minibatch:  5.598532676696777
Batch :  90 / 261 , BCE in this minibatch:  6.009830474853516
Batch :  91 / 261 , BCE in this minibatch:  4.712425231933594
Batch :  92 / 261 , BCE in this minibatch:  6.620447158813477
Batch :  93 / 261 , BCE in this minibatch:  9.557642936706543
Batch :  94 / 261 , BCE in this minibatch:  13.872718811035156
Batch :  95 / 261 , BCE in this minibatch:  10.147557258605957
Batch :  96 / 261 , BCE in this minibatch:  8.530263900756836
Batch :  97 / 261 , BCE in this minibatch:  11.213221549987793
Batch :  98 / 261 , BCE in this minibatch:  6.441542625427246
Batch :  99 / 261 , BCE in this minibatch:  7.982613563537598
Batch :  100 / 261 , BCE in this minibatch:  13.910422325134277
Batch :  101 / 261 , BCE in this minibatch:  5.8973517417907715
Batch :  102 / 261 , BCE in this minibatch:  5.555448055267334
Batch :  103 / 261 , BCE in this minibatch:  7.321226596832275
Batch :  104 / 261 , BCE in this minibatch:  5.964430809020996
Batch :  105 / 261 , BCE in this minibatch:  10.74303150177002
Batch :  106 / 261 , BCE in this minibatch:  6.490915298461914
Batch :  107 / 261 , BCE in this minibatch:  6.687870979309082
Batch :  108 / 261 , BCE in this minibatch:  5.124866962432861
Batch :  109 / 261 , BCE in this minibatch:  6.929718494415283
Batch :  110 / 261 , BCE in this minibatch:  11.22940731048584
Batch :  111 / 261 , BCE in this minibatch:  6.487462520599365
Batch :  112 / 261 , BCE in this minibatch:  8.531911849975586
Batch :  113 / 261 , BCE in this minibatch:  9.129823684692383
Batch :  114 / 261 , BCE in this minibatch:  8.271097183227539
Batch :  115 / 261 , BCE in this minibatch:  8.55923080444336
Batch :  116 / 261 , BCE in this minibatch:  6.976174831390381
Batch :  117 / 261 , BCE in this minibatch:  9.261775016784668
Batch :  118 / 261 , BCE in this minibatch:  8.764474868774414
Batch :  119 / 261 , BCE in this minibatch:  8.355841636657715
Batch :  120 / 261 , BCE in this minibatch:  8.763947486877441
Batch :  121 / 261 , BCE in this minibatch:  6.424860954284668
Batch :  122 / 261 , BCE in this minibatch:  8.217309951782227
Batch :  123 / 261 , BCE in this minibatch:  8.44223403930664
Batch :  124 / 261 , BCE in this minibatch:  5.093538284301758
Batch :  125 / 261 , BCE in this minibatch:  18.957523345947266
Batch :  126 / 261 , BCE in this minibatch:  6.977953910827637
Batch :  127 / 261 , BCE in this minibatch:  5.2555928230285645
Batch :  128 / 261 , BCE in this minibatch:  8.278068542480469
Batch :  129 / 261 , BCE in this minibatch:  5.236633777618408
Batch :  130 / 261 , BCE in this minibatch:  17.087921142578125
Batch :  131 / 261 , BCE in this minibatch:  9.026823997497559
Batch :  132 / 261 , BCE in this minibatch:  8.503750801086426
Batch :  133 / 261 , BCE in this minibatch:  17.6661434173584
Batch :  134 / 261 , BCE in this minibatch:  9.228151321411133
Batch :  135 / 261 , BCE in this minibatch:  6.967284679412842
Batch :  136 / 261 , BCE in this minibatch:  5.685243606567383
Batch :  137 / 261 , BCE in this minibatch:  11.254332542419434
Batch :  138 / 261 , BCE in this minibatch:  9.741545677185059
Batch :  139 / 261 , BCE in this minibatch:  6.8199143409729
Batch :  140 / 261 , BCE in this minibatch:  5.371383190155029
Batch :  141 / 261 , BCE in this minibatch:  7.5004658699035645
Batch :  142 / 261 , BCE in this minibatch:  9.000165939331055
Batch :  143 / 261 , BCE in this minibatch:  14.281702041625977
Batch :  144 / 261 , BCE in this minibatch:  9.410167694091797
Batch :  145 / 261 , BCE in this minibatch:  5.2931389808654785
Batch :  146 / 261 , BCE in this minibatch:  8.252294540405273
Batch :  147 / 261 , BCE in this minibatch:  6.447384834289551
Batch :  148 / 261 , BCE in this minibatch:  6.931692600250244
Batch :  149 / 261 , BCE in this minibatch:  5.841763496398926
Batch :  150 / 261 , BCE in this minibatch:  5.974874019622803
Batch :  151 / 261 , BCE in this minibatch:  4.913893699645996
Batch :  152 / 261 , BCE in this minibatch:  8.372451782226562
Batch :  153 / 261 , BCE in this minibatch:  6.7370476722717285
Batch :  154 / 261 , BCE in this minibatch:  4.592155456542969
Batch :  155 / 261 , BCE in this minibatch:  4.164401531219482
Batch :  156 / 261 , BCE in this minibatch:  9.233963966369629
Batch :  157 / 261 , BCE in this minibatch:  6.844709873199463
Batch :  158 / 261 , BCE in this minibatch:  15.191683769226074
Batch :  159 / 261 , BCE in this minibatch:  7.1533942222595215
Batch :  160 / 261 , BCE in this minibatch:  7.210714817047119
Batch :  161 / 261 , BCE in this minibatch:  10.521397590637207
Batch :  162 / 261 , BCE in this minibatch:  6.764917373657227
Batch :  163 / 261 , BCE in this minibatch:  7.483631134033203
Batch :  164 / 261 , BCE in this minibatch:  14.716090202331543
Batch :  165 / 261 , BCE in this minibatch:  7.4367899894714355
Batch :  166 / 261 , BCE in this minibatch:  18.225271224975586
Batch :  167 / 261 , BCE in this minibatch:  11.916043281555176
Batch :  168 / 261 , BCE in this minibatch:  11.857255935668945
Batch :  169 / 261 , BCE in this minibatch:  14.135882377624512
Batch :  170 / 261 , BCE in this minibatch:  15.012075424194336
Batch :  171 / 261 , BCE in this minibatch:  36.596981048583984
Batch :  172 / 261 , BCE in this minibatch:  37.627193450927734
Batch :  173 / 261 , BCE in this minibatch:  14.01938533782959
Batch :  174 / 261 , BCE in this minibatch:  8.467679977416992
Batch :  175 / 261 , BCE in this minibatch:  6.61544942855835
Batch :  176 / 261 , BCE in this minibatch:  8.365228652954102
Batch :  177 / 261 , BCE in this minibatch:  8.240530967712402
Batch :  178 / 261 , BCE in this minibatch:  9.067072868347168
Batch :  179 / 261 , BCE in this minibatch:  8.469013214111328
Batch :  180 / 261 , BCE in this minibatch:  8.822259902954102
Batch :  181 / 261 , BCE in this minibatch:  8.407889366149902
Batch :  182 / 261 , BCE in this minibatch:  7.875187873840332
Batch :  183 / 261 , BCE in this minibatch:  8.50519847869873
Batch :  184 / 261 , BCE in this minibatch:  12.669808387756348
Batch :  185 / 261 , BCE in this minibatch:  7.502433776855469
Batch :  186 / 261 , BCE in this minibatch:  14.22761344909668
Batch :  187 / 261 , BCE in this minibatch:  7.652405261993408
Batch :  188 / 261 , BCE in this minibatch:  8.00171947479248
Batch :  189 / 261 , BCE in this minibatch:  6.945872783660889
Batch :  190 / 261 , BCE in this minibatch:  9.237449645996094
Batch :  191 / 261 , BCE in this minibatch:  12.256359100341797
Batch :  192 / 261 , BCE in this minibatch:  8.788861274719238
Batch :  193 / 261 , BCE in this minibatch:  9.627262115478516
Batch :  194 / 261 , BCE in this minibatch:  9.179666519165039
Batch :  195 / 261 , BCE in this minibatch:  5.962081432342529
Batch :  196 / 261 , BCE in this minibatch:  6.984376907348633
Batch :  197 / 261 , BCE in this minibatch:  6.828595161437988
Batch :  198 / 261 , BCE in this minibatch:  10.695101737976074
Batch :  199 / 261 , BCE in this minibatch:  8.06265640258789
Batch :  200 / 261 , BCE in this minibatch:  13.401676177978516
Batch :  201 / 261 , BCE in this minibatch:  10.473071098327637
Batch :  202 / 261 , BCE in this minibatch:  12.31832504272461
Batch :  203 / 261 , BCE in this minibatch:  9.495123863220215
Batch :  204 / 261 , BCE in this minibatch:  8.063886642456055
Batch :  205 / 261 , BCE in this minibatch:  8.015562057495117
Batch :  206 / 261 , BCE in this minibatch:  8.819010734558105
Batch :  207 / 261 , BCE in this minibatch:  8.232358932495117
Batch :  208 / 261 , BCE in this minibatch:  7.065681457519531
Batch :  209 / 261 , BCE in this minibatch:  8.83166790008545
Batch :  210 / 261 , BCE in this minibatch:  21.41375732421875
Batch :  211 / 261 , BCE in this minibatch:  25.671253204345703
Batch :  212 / 261 , BCE in this minibatch:  12.735730171203613
Batch :  213 / 261 , BCE in this minibatch:  20.147642135620117
Batch :  214 / 261 , BCE in this minibatch:  14.940692901611328
Batch :  215 / 261 , BCE in this minibatch:  6.038364410400391
Batch :  216 / 261 , BCE in this minibatch:  5.564867973327637
Batch :  217 / 261 , BCE in this minibatch:  4.960001468658447
Batch :  218 / 261 , BCE in this minibatch:  7.27842378616333
Batch :  219 / 261 , BCE in this minibatch:  8.058520317077637
Batch :  220 / 261 , BCE in this minibatch:  17.481464385986328
Batch :  221 / 261 , BCE in this minibatch:  9.987622261047363
Batch :  222 / 261 , BCE in this minibatch:  9.6720609664917
Batch :  223 / 261 , BCE in this minibatch:  6.817712783813477
Batch :  224 / 261 , BCE in this minibatch:  18.139562606811523
Batch :  225 / 261 , BCE in this minibatch:  30.805219650268555
Batch :  226 / 261 , BCE in this minibatch:  11.99276065826416
Batch :  227 / 261 , BCE in this minibatch:  6.6801300048828125
Batch :  228 / 261 , BCE in this minibatch:  10.028590202331543
Batch :  229 / 261 , BCE in this minibatch:  9.21092700958252
Batch :  230 / 261 , BCE in this minibatch:  8.683435440063477
Batch :  231 / 261 , BCE in this minibatch:  10.396614074707031
Batch :  232 / 261 , BCE in this minibatch:  8.89148998260498
Batch :  233 / 261 , BCE in this minibatch:  9.775956153869629
Batch :  234 / 261 , BCE in this minibatch:  7.431351661682129
Batch :  235 / 261 , BCE in this minibatch:  9.792128562927246
Batch :  236 / 261 , BCE in this minibatch:  8.148846626281738
Batch :  237 / 261 , BCE in this minibatch:  7.092747211456299
Batch :  238 / 261 , BCE in this minibatch:  8.670088768005371
Batch :  239 / 261 , BCE in this minibatch:  6.83309268951416
Batch :  240 / 261 , BCE in this minibatch:  8.788005828857422
Batch :  241 / 261 , BCE in this minibatch:  7.0581159591674805
Batch :  242 / 261 , BCE in this minibatch:  6.39480447769165
Batch :  243 / 261 , BCE in this minibatch:  5.636428356170654
Batch :  244 / 261 , BCE in this minibatch:  7.0085272789001465
Batch :  245 / 261 , BCE in this minibatch:  9.582398414611816
Batch :  246 / 261 , BCE in this minibatch:  8.21977710723877
Batch :  247 / 261 , BCE in this minibatch:  9.483542442321777
Batch :  248 / 261 , BCE in this minibatch:  6.786422252655029
Batch :  249 / 261 , BCE in this minibatch:  10.143472671508789
Batch :  250 / 261 , BCE in this minibatch:  8.842947959899902
Batch :  251 / 261 , BCE in this minibatch:  5.801138401031494
Batch :  252 / 261 , BCE in this minibatch:  12.705880165100098
Batch :  253 / 261 , BCE in this minibatch:  14.469408988952637
Batch :  254 / 261 , BCE in this minibatch:  15.084794998168945
Batch :  255 / 261 , BCE in this minibatch:  7.86405086517334
Batch :  256 / 261 , BCE in this minibatch:  11.103262901306152
Batch :  257 / 261 , BCE in this minibatch:  11.709189414978027
Batch :  258 / 261 , BCE in this minibatch:  8.846951484680176
Batch :  259 / 261 , BCE in this minibatch:  7.3837432861328125
Batch :  260 / 261 , BCE in this minibatch:  5.750214099884033
Batch :  261 / 261 , BCE in this minibatch:  5.286813735961914
epoch: 4  train_loss: 8.484340416517295
Batch :  1 / 261 , BCE in this minibatch:  4.480623245239258
Batch :  2 / 261 , BCE in this minibatch:  5.323965549468994
Batch :  3 / 261 , BCE in this minibatch:  5.251691818237305
Batch :  4 / 261 , BCE in this minibatch:  5.117530345916748
Batch :  5 / 261 , BCE in this minibatch:  5.845808029174805
Batch :  6 / 261 , BCE in this minibatch:  5.600776672363281
Batch :  7 / 261 , BCE in this minibatch:  5.828248023986816
Batch :  8 / 261 , BCE in this minibatch:  5.464282989501953
Batch :  9 / 261 , BCE in this minibatch:  4.570888996124268
Batch :  10 / 261 , BCE in this minibatch:  5.227953910827637
Batch :  11 / 261 , BCE in this minibatch:  4.9208197593688965
Batch :  12 / 261 , BCE in this minibatch:  5.032780170440674
Batch :  13 / 261 , BCE in this minibatch:  5.7660112380981445
Batch :  14 / 261 , BCE in this minibatch:  5.7009148597717285
Batch :  15 / 261 , BCE in this minibatch:  5.0946502685546875
Batch :  16 / 261 , BCE in this minibatch:  5.426455020904541
Batch :  17 / 261 , BCE in this minibatch:  10.66621208190918
Batch :  18 / 261 , BCE in this minibatch:  5.301044464111328
Batch :  19 / 261 , BCE in this minibatch:  4.824467182159424
Batch :  20 / 261 , BCE in this minibatch:  4.691186904907227
Batch :  21 / 261 , BCE in this minibatch:  4.521816730499268
Batch :  22 / 261 , BCE in this minibatch:  4.651391506195068
Batch :  23 / 261 , BCE in this minibatch:  4.21811056137085
Batch :  24 / 261 , BCE in this minibatch:  5.798651218414307
Batch :  25 / 261 , BCE in this minibatch:  6.043023586273193
Batch :  26 / 261 , BCE in this minibatch:  5.517050743103027
Batch :  27 / 261 , BCE in this minibatch:  3.937995433807373
Batch :  28 / 261 , BCE in this minibatch:  5.646674633026123
Batch :  29 / 261 , BCE in this minibatch:  4.502096652984619
Batch :  30 / 261 , BCE in this minibatch:  5.914338111877441
Batch :  31 / 261 , BCE in this minibatch:  4.699825763702393
Batch :  32 / 261 , BCE in this minibatch:  4.979820728302002
Batch :  33 / 261 , BCE in this minibatch:  4.796077251434326
Batch :  34 / 261 , BCE in this minibatch:  3.9664487838745117
Batch :  35 / 261 , BCE in this minibatch:  7.317861557006836
Batch :  36 / 261 , BCE in this minibatch:  4.299809455871582
Batch :  37 / 261 , BCE in this minibatch:  4.411355495452881
Batch :  38 / 261 , BCE in this minibatch:  4.179619789123535
Batch :  39 / 261 , BCE in this minibatch:  4.622437477111816
Batch :  40 / 261 , BCE in this minibatch:  5.935815334320068
Batch :  41 / 261 , BCE in this minibatch:  5.399786949157715
Batch :  42 / 261 , BCE in this minibatch:  6.973125457763672
Batch :  43 / 261 , BCE in this minibatch:  4.645272731781006
Batch :  44 / 261 , BCE in this minibatch:  6.233212947845459
Batch :  45 / 261 , BCE in this minibatch:  4.576590538024902
Batch :  46 / 261 , BCE in this minibatch:  5.920061111450195
Batch :  47 / 261 , BCE in this minibatch:  9.388113021850586
Batch :  48 / 261 , BCE in this minibatch:  5.4167351722717285
Batch :  49 / 261 , BCE in this minibatch:  5.340419769287109
Batch :  50 / 261 , BCE in this minibatch:  10.191277503967285
Batch :  51 / 261 , BCE in this minibatch:  5.839570045471191
Batch :  52 / 261 , BCE in this minibatch:  5.893621921539307
Batch :  53 / 261 , BCE in this minibatch:  5.195100784301758
Batch :  54 / 261 , BCE in this minibatch:  7.9005937576293945
Batch :  55 / 261 , BCE in this minibatch:  6.665750026702881
Batch :  56 / 261 , BCE in this minibatch:  6.9745073318481445
Batch :  57 / 261 , BCE in this minibatch:  5.107728481292725
Batch :  58 / 261 , BCE in this minibatch:  9.636141777038574
Batch :  59 / 261 , BCE in this minibatch:  5.5860819816589355
Batch :  60 / 261 , BCE in this minibatch:  6.097142219543457
Batch :  61 / 261 , BCE in this minibatch:  5.38298225402832
Batch :  62 / 261 , BCE in this minibatch:  4.786044120788574
Batch :  63 / 261 , BCE in this minibatch:  4.65878438949585
Batch :  64 / 261 , BCE in this minibatch:  4.191908359527588
Batch :  65 / 261 , BCE in this minibatch:  6.354659557342529
Batch :  66 / 261 , BCE in this minibatch:  6.270446300506592
Batch :  67 / 261 , BCE in this minibatch:  8.759242057800293
Batch :  68 / 261 , BCE in this minibatch:  5.414930820465088
Batch :  69 / 261 , BCE in this minibatch:  7.526401519775391
Batch :  70 / 261 , BCE in this minibatch:  17.669513702392578
Batch :  71 / 261 , BCE in this minibatch:  6.0658345222473145
Batch :  72 / 261 , BCE in this minibatch:  5.7274699211120605
Batch :  73 / 261 , BCE in this minibatch:  15.557697296142578
Batch :  74 / 261 , BCE in this minibatch:  16.736541748046875
Batch :  75 / 261 , BCE in this minibatch:  6.168879508972168
Batch :  76 / 261 , BCE in this minibatch:  6.09231424331665
Batch :  77 / 261 , BCE in this minibatch:  7.103217601776123
Batch :  78 / 261 , BCE in this minibatch:  7.393841743469238
Batch :  79 / 261 , BCE in this minibatch:  5.3714985847473145
Batch :  80 / 261 , BCE in this minibatch:  8.593291282653809
Batch :  81 / 261 , BCE in this minibatch:  7.05750846862793
Batch :  82 / 261 , BCE in this minibatch:  5.566991329193115
Batch :  83 / 261 , BCE in this minibatch:  10.732986450195312
Batch :  84 / 261 , BCE in this minibatch:  6.091081142425537
Batch :  85 / 261 , BCE in this minibatch:  6.695743083953857
Batch :  86 / 261 , BCE in this minibatch:  8.233922958374023
Batch :  87 / 261 , BCE in this minibatch:  5.88761568069458
Batch :  88 / 261 , BCE in this minibatch:  6.929914474487305
Batch :  89 / 261 , BCE in this minibatch:  5.535704135894775
Batch :  90 / 261 , BCE in this minibatch:  5.980508804321289
Batch :  91 / 261 , BCE in this minibatch:  4.678133964538574
Batch :  92 / 261 , BCE in this minibatch:  6.605593681335449
Batch :  93 / 261 , BCE in this minibatch:  9.480714797973633
Batch :  94 / 261 , BCE in this minibatch:  13.772420883178711
Batch :  95 / 261 , BCE in this minibatch:  10.102787017822266
Batch :  96 / 261 , BCE in this minibatch:  8.507896423339844
Batch :  97 / 261 , BCE in this minibatch:  11.188817977905273
Batch :  98 / 261 , BCE in this minibatch:  6.3854193687438965
Batch :  99 / 261 , BCE in this minibatch:  7.912369251251221
Batch :  100 / 261 , BCE in this minibatch:  13.881133079528809
Batch :  101 / 261 , BCE in this minibatch:  5.832093715667725
Batch :  102 / 261 , BCE in this minibatch:  5.49749231338501
Batch :  103 / 261 , BCE in this minibatch:  7.2863898277282715
Batch :  104 / 261 , BCE in this minibatch:  5.901412010192871
Batch :  105 / 261 , BCE in this minibatch:  10.663668632507324
Batch :  106 / 261 , BCE in this minibatch:  6.460328102111816
Batch :  107 / 261 , BCE in this minibatch:  6.629666805267334
Batch :  108 / 261 , BCE in this minibatch:  5.033323287963867
Batch :  109 / 261 , BCE in this minibatch:  6.856776237487793
Batch :  110 / 261 , BCE in this minibatch:  11.164464950561523
Batch :  111 / 261 , BCE in this minibatch:  6.445712089538574
Batch :  112 / 261 , BCE in this minibatch:  8.49856948852539
Batch :  113 / 261 , BCE in this minibatch:  9.092052459716797
Batch :  114 / 261 , BCE in this minibatch:  8.20053768157959
Batch :  115 / 261 , BCE in this minibatch:  8.546236991882324
Batch :  116 / 261 , BCE in this minibatch:  6.906652927398682
Batch :  117 / 261 , BCE in this minibatch:  9.163819313049316
Batch :  118 / 261 , BCE in this minibatch:  8.761780738830566
Batch :  119 / 261 , BCE in this minibatch:  8.312285423278809
Batch :  120 / 261 , BCE in this minibatch:  8.707318305969238
Batch :  121 / 261 , BCE in this minibatch:  6.343642234802246
Batch :  122 / 261 , BCE in this minibatch:  8.159211158752441
Batch :  123 / 261 , BCE in this minibatch:  8.422598838806152
Batch :  124 / 261 , BCE in this minibatch:  5.011719226837158
Batch :  125 / 261 , BCE in this minibatch:  18.788652420043945
Batch :  126 / 261 , BCE in this minibatch:  6.967757225036621
Batch :  127 / 261 , BCE in this minibatch:  5.192901134490967
Batch :  128 / 261 , BCE in this minibatch:  8.218379020690918
Batch :  129 / 261 , BCE in this minibatch:  5.175480842590332
Batch :  130 / 261 , BCE in this minibatch:  16.979320526123047
Batch :  131 / 261 , BCE in this minibatch:  8.943676948547363
Batch :  132 / 261 , BCE in this minibatch:  8.436484336853027
Batch :  133 / 261 , BCE in this minibatch:  17.558837890625
Batch :  134 / 261 , BCE in this minibatch:  9.145441055297852
Batch :  135 / 261 , BCE in this minibatch:  7.001163482666016
Batch :  136 / 261 , BCE in this minibatch:  5.646286487579346
Batch :  137 / 261 , BCE in this minibatch:  11.169722557067871
Batch :  138 / 261 , BCE in this minibatch:  9.676057815551758
Batch :  139 / 261 , BCE in this minibatch:  6.74342155456543
Batch :  140 / 261 , BCE in this minibatch:  5.318985462188721
Batch :  141 / 261 , BCE in this minibatch:  7.48073148727417
Batch :  142 / 261 , BCE in this minibatch:  8.907129287719727
Batch :  143 / 261 , BCE in this minibatch:  14.161691665649414
Batch :  144 / 261 , BCE in this minibatch:  9.307111740112305
Batch :  145 / 261 , BCE in this minibatch:  5.245041370391846
Batch :  146 / 261 , BCE in this minibatch:  8.233147621154785
Batch :  147 / 261 , BCE in this minibatch:  6.383554458618164
Batch :  148 / 261 , BCE in this minibatch:  6.835304260253906
Batch :  149 / 261 , BCE in this minibatch:  5.797756671905518
Batch :  150 / 261 , BCE in this minibatch:  5.944339752197266
Batch :  151 / 261 , BCE in this minibatch:  4.909786701202393
Batch :  152 / 261 , BCE in this minibatch:  8.281570434570312
Batch :  153 / 261 , BCE in this minibatch:  6.691502094268799
Batch :  154 / 261 , BCE in this minibatch:  4.610030174255371
Batch :  155 / 261 , BCE in this minibatch:  4.167541980743408
Batch :  156 / 261 , BCE in this minibatch:  9.085198402404785
Batch :  157 / 261 , BCE in this minibatch:  6.79499626159668
Batch :  158 / 261 , BCE in this minibatch:  15.007810592651367
Batch :  159 / 261 , BCE in this minibatch:  7.115623950958252
Batch :  160 / 261 , BCE in this minibatch:  7.1513519287109375
Batch :  161 / 261 , BCE in this minibatch:  10.386005401611328
Batch :  162 / 261 , BCE in this minibatch:  6.741555690765381
Batch :  163 / 261 , BCE in this minibatch:  7.434327602386475
Batch :  164 / 261 , BCE in this minibatch:  14.538444519042969
Batch :  165 / 261 , BCE in this minibatch:  7.354859352111816
Batch :  166 / 261 , BCE in this minibatch:  17.916542053222656
Batch :  167 / 261 , BCE in this minibatch:  11.750165939331055
Batch :  168 / 261 , BCE in this minibatch:  11.756820678710938
Batch :  169 / 261 , BCE in this minibatch:  14.001724243164062
Batch :  170 / 261 , BCE in this minibatch:  14.924562454223633
Batch :  171 / 261 , BCE in this minibatch:  36.24386215209961
Batch :  172 / 261 , BCE in this minibatch:  37.275978088378906
Batch :  173 / 261 , BCE in this minibatch:  13.860603332519531
Batch :  174 / 261 , BCE in this minibatch:  8.405122756958008
Batch :  175 / 261 , BCE in this minibatch:  6.515566349029541
Batch :  176 / 261 , BCE in this minibatch:  8.26172924041748
Batch :  177 / 261 , BCE in this minibatch:  8.101759910583496
Batch :  178 / 261 , BCE in this minibatch:  8.964787483215332
Batch :  179 / 261 , BCE in this minibatch:  8.361833572387695
Batch :  180 / 261 , BCE in this minibatch:  8.691292762756348
Batch :  181 / 261 , BCE in this minibatch:  8.333053588867188
Batch :  182 / 261 , BCE in this minibatch:  7.719813346862793
Batch :  183 / 261 , BCE in this minibatch:  8.36390209197998
Batch :  184 / 261 , BCE in this minibatch:  12.582732200622559
Batch :  185 / 261 , BCE in this minibatch:  7.4210076332092285
Batch :  186 / 261 , BCE in this minibatch:  14.126778602600098
Batch :  187 / 261 , BCE in this minibatch:  7.515881061553955
Batch :  188 / 261 , BCE in this minibatch:  7.9351606369018555
Batch :  189 / 261 , BCE in this minibatch:  6.842409610748291
Batch :  190 / 261 , BCE in this minibatch:  9.171061515808105
Batch :  191 / 261 , BCE in this minibatch:  12.140314102172852
Batch :  192 / 261 , BCE in this minibatch:  8.678685188293457
Batch :  193 / 261 , BCE in this minibatch:  9.496626853942871
Batch :  194 / 261 , BCE in this minibatch:  9.100203514099121
Batch :  195 / 261 , BCE in this minibatch:  5.95913553237915
Batch :  196 / 261 , BCE in this minibatch:  6.9939422607421875
Batch :  197 / 261 , BCE in this minibatch:  6.839234352111816
Batch :  198 / 261 , BCE in this minibatch:  10.594165802001953
Batch :  199 / 261 , BCE in this minibatch:  7.959216594696045
Batch :  200 / 261 , BCE in this minibatch:  13.252894401550293
Batch :  201 / 261 , BCE in this minibatch:  10.386124610900879
Batch :  202 / 261 , BCE in this minibatch:  12.185281753540039
Batch :  203 / 261 , BCE in this minibatch:  9.402122497558594
Batch :  204 / 261 , BCE in this minibatch:  8.006675720214844
Batch :  205 / 261 , BCE in this minibatch:  7.929068565368652
Batch :  206 / 261 , BCE in this minibatch:  8.729056358337402
Batch :  207 / 261 , BCE in this minibatch:  8.256413459777832
Batch :  208 / 261 , BCE in this minibatch:  7.000574111938477
Batch :  209 / 261 , BCE in this minibatch:  8.78478717803955
Batch :  210 / 261 , BCE in this minibatch:  21.236827850341797
Batch :  211 / 261 , BCE in this minibatch:  25.522245407104492
Batch :  212 / 261 , BCE in this minibatch:  12.629593849182129
Batch :  213 / 261 , BCE in this minibatch:  20.012357711791992
Batch :  214 / 261 , BCE in this minibatch:  14.847723960876465
Batch :  215 / 261 , BCE in this minibatch:  5.9577202796936035
Batch :  216 / 261 , BCE in this minibatch:  5.529113292694092
Batch :  217 / 261 , BCE in this minibatch:  4.9116058349609375
Batch :  218 / 261 , BCE in this minibatch:  7.232987403869629
Batch :  219 / 261 , BCE in this minibatch:  7.993810653686523
Batch :  220 / 261 , BCE in this minibatch:  17.28196907043457
Batch :  221 / 261 , BCE in this minibatch:  9.889057159423828
Batch :  222 / 261 , BCE in this minibatch:  9.585031509399414
Batch :  223 / 261 , BCE in this minibatch:  6.705471515655518
Batch :  224 / 261 , BCE in this minibatch:  17.96424674987793
Batch :  225 / 261 , BCE in this minibatch:  30.509851455688477
Batch :  226 / 261 , BCE in this minibatch:  11.838318824768066
Batch :  227 / 261 , BCE in this minibatch:  6.6930317878723145
Batch :  228 / 261 , BCE in this minibatch:  9.881343841552734
Batch :  229 / 261 , BCE in this minibatch:  9.152365684509277
Batch :  230 / 261 , BCE in this minibatch:  8.608582496643066
Batch :  231 / 261 , BCE in this minibatch:  10.249167442321777
Batch :  232 / 261 , BCE in this minibatch:  8.744384765625
Batch :  233 / 261 , BCE in this minibatch:  9.686430931091309
Batch :  234 / 261 , BCE in this minibatch:  7.397403717041016
Batch :  235 / 261 , BCE in this minibatch:  9.745295524597168
Batch :  236 / 261 , BCE in this minibatch:  8.021612167358398
Batch :  237 / 261 , BCE in this minibatch:  7.0065836906433105
Batch :  238 / 261 , BCE in this minibatch:  8.582356452941895
Batch :  239 / 261 , BCE in this minibatch:  6.867295742034912
Batch :  240 / 261 , BCE in this minibatch:  8.732266426086426
Batch :  241 / 261 , BCE in this minibatch:  6.9646100997924805
Batch :  242 / 261 , BCE in this minibatch:  6.279045104980469
Batch :  243 / 261 , BCE in this minibatch:  5.539445877075195
Batch :  244 / 261 , BCE in this minibatch:  6.844849586486816
Batch :  245 / 261 , BCE in this minibatch:  9.49431324005127
Batch :  246 / 261 , BCE in this minibatch:  8.132970809936523
Batch :  247 / 261 , BCE in this minibatch:  9.396097183227539
Batch :  248 / 261 , BCE in this minibatch:  6.763869762420654
Batch :  249 / 261 , BCE in this minibatch:  10.123846054077148
Batch :  250 / 261 , BCE in this minibatch:  8.716434478759766
Batch :  251 / 261 , BCE in this minibatch:  5.7231597900390625
Batch :  252 / 261 , BCE in this minibatch:  12.532113075256348
Batch :  253 / 261 , BCE in this minibatch:  14.309549331665039
Batch :  254 / 261 , BCE in this minibatch:  14.948283195495605
Batch :  255 / 261 , BCE in this minibatch:  7.750208854675293
Batch :  256 / 261 , BCE in this minibatch:  11.029452323913574
Batch :  257 / 261 , BCE in this minibatch:  11.621550559997559
Batch :  258 / 261 , BCE in this minibatch:  8.80066204071045
Batch :  259 / 261 , BCE in this minibatch:  7.324214935302734
Batch :  260 / 261 , BCE in this minibatch:  5.703428268432617
Batch :  261 / 261 , BCE in this minibatch:  5.166473865509033
epoch: 5  train_loss: 8.41561750616607
Batch :  1 / 261 , BCE in this minibatch:  4.499640464782715
Batch :  2 / 261 , BCE in this minibatch:  5.290754318237305
Batch :  3 / 261 , BCE in this minibatch:  5.186548709869385
Batch :  4 / 261 , BCE in this minibatch:  5.0906901359558105
Batch :  5 / 261 , BCE in this minibatch:  5.804012775421143
Batch :  6 / 261 , BCE in this minibatch:  5.56296443939209
Batch :  7 / 261 , BCE in this minibatch:  5.808935165405273
Batch :  8 / 261 , BCE in this minibatch:  5.423526287078857
Batch :  9 / 261 , BCE in this minibatch:  4.550776958465576
Batch :  10 / 261 , BCE in this minibatch:  5.197083473205566
Batch :  11 / 261 , BCE in this minibatch:  4.919600486755371
Batch :  12 / 261 , BCE in this minibatch:  5.014303207397461
Batch :  13 / 261 , BCE in this minibatch:  5.754758834838867
Batch :  14 / 261 , BCE in this minibatch:  5.707608699798584
Batch :  15 / 261 , BCE in this minibatch:  5.093601703643799
Batch :  16 / 261 , BCE in this minibatch:  5.390284061431885
Batch :  17 / 261 , BCE in this minibatch:  10.625853538513184
Batch :  18 / 261 , BCE in this minibatch:  5.263604164123535
Batch :  19 / 261 , BCE in this minibatch:  4.8313889503479
Batch :  20 / 261 , BCE in this minibatch:  4.668132781982422
Batch :  21 / 261 , BCE in this minibatch:  4.549116134643555
Batch :  22 / 261 , BCE in this minibatch:  4.614039421081543
Batch :  23 / 261 , BCE in this minibatch:  4.214526176452637
Batch :  24 / 261 , BCE in this minibatch:  5.7763590812683105
Batch :  25 / 261 , BCE in this minibatch:  5.974385738372803
Batch :  26 / 261 , BCE in this minibatch:  5.475521087646484
Batch :  27 / 261 , BCE in this minibatch:  3.933067798614502
Batch :  28 / 261 , BCE in this minibatch:  5.63840389251709
Batch :  29 / 261 , BCE in this minibatch:  4.490383625030518
Batch :  30 / 261 , BCE in this minibatch:  5.881588459014893
Batch :  31 / 261 , BCE in this minibatch:  4.690800666809082
Batch :  32 / 261 , BCE in this minibatch:  4.9559645652771
Batch :  33 / 261 , BCE in this minibatch:  4.7924346923828125
Batch :  34 / 261 , BCE in this minibatch:  3.946403741836548
Batch :  35 / 261 , BCE in this minibatch:  7.279089450836182
Batch :  36 / 261 , BCE in this minibatch:  4.299846172332764
Batch :  37 / 261 , BCE in this minibatch:  4.400646686553955
Batch :  38 / 261 , BCE in this minibatch:  4.159486293792725
Batch :  39 / 261 , BCE in this minibatch:  4.588355541229248
Batch :  40 / 261 , BCE in this minibatch:  5.909543991088867
Batch :  41 / 261 , BCE in this minibatch:  5.344313144683838
Batch :  42 / 261 , BCE in this minibatch:  6.929973602294922
Batch :  43 / 261 , BCE in this minibatch:  4.643505096435547
Batch :  44 / 261 , BCE in this minibatch:  6.194657325744629
Batch :  45 / 261 , BCE in this minibatch:  4.529860496520996
Batch :  46 / 261 , BCE in this minibatch:  5.889433860778809
Batch :  47 / 261 , BCE in this minibatch:  9.341135025024414
Batch :  48 / 261 , BCE in this minibatch:  5.3825273513793945
Batch :  49 / 261 , BCE in this minibatch:  5.312416076660156
Batch :  50 / 261 , BCE in this minibatch:  10.119186401367188
Batch :  51 / 261 , BCE in this minibatch:  5.768004894256592
Batch :  52 / 261 , BCE in this minibatch:  5.856757640838623
Batch :  53 / 261 , BCE in this minibatch:  5.178643703460693
Batch :  54 / 261 , BCE in this minibatch:  7.855286598205566
Batch :  55 / 261 , BCE in this minibatch:  6.630899906158447
Batch :  56 / 261 , BCE in this minibatch:  6.9862470626831055
Batch :  57 / 261 , BCE in this minibatch:  5.103549003601074
Batch :  58 / 261 , BCE in this minibatch:  9.556000709533691
Batch :  59 / 261 , BCE in this minibatch:  5.54438591003418
Batch :  60 / 261 , BCE in this minibatch:  6.0849175453186035
Batch :  61 / 261 , BCE in this minibatch:  5.359733581542969
Batch :  62 / 261 , BCE in this minibatch:  4.732485771179199
Batch :  63 / 261 , BCE in this minibatch:  4.610975742340088
Batch :  64 / 261 , BCE in this minibatch:  4.154300212860107
Batch :  65 / 261 , BCE in this minibatch:  6.3336896896362305
Batch :  66 / 261 , BCE in this minibatch:  6.266125679016113
Batch :  67 / 261 , BCE in this minibatch:  8.626850128173828
Batch :  68 / 261 , BCE in this minibatch:  5.378937244415283
Batch :  69 / 261 , BCE in this minibatch:  7.473121166229248
Batch :  70 / 261 , BCE in this minibatch:  17.55156707763672
Batch :  71 / 261 , BCE in this minibatch:  6.029388904571533
Batch :  72 / 261 , BCE in this minibatch:  5.7111616134643555
Batch :  73 / 261 , BCE in this minibatch:  15.562125205993652
Batch :  74 / 261 , BCE in this minibatch:  16.635658264160156
Batch :  75 / 261 , BCE in this minibatch:  6.132818222045898
Batch :  76 / 261 , BCE in this minibatch:  6.013901233673096
Batch :  77 / 261 , BCE in this minibatch:  7.018784046173096
Batch :  78 / 261 , BCE in this minibatch:  7.405541896820068
Batch :  79 / 261 , BCE in this minibatch:  5.340152740478516
Batch :  80 / 261 , BCE in this minibatch:  8.532210350036621
Batch :  81 / 261 , BCE in this minibatch:  7.03410005569458
Batch :  82 / 261 , BCE in this minibatch:  5.495090961456299
Batch :  83 / 261 , BCE in this minibatch:  10.69144058227539
Batch :  84 / 261 , BCE in this minibatch:  6.057628631591797
Batch :  85 / 261 , BCE in this minibatch:  6.668604373931885
Batch :  86 / 261 , BCE in this minibatch:  8.228323936462402
Batch :  87 / 261 , BCE in this minibatch:  5.84837532043457
Batch :  88 / 261 , BCE in this minibatch:  6.946227550506592
Batch :  89 / 261 , BCE in this minibatch:  5.511641979217529
Batch :  90 / 261 , BCE in this minibatch:  5.9197306632995605
Batch :  91 / 261 , BCE in this minibatch:  4.638638019561768
Batch :  92 / 261 , BCE in this minibatch:  6.527959823608398
Batch :  93 / 261 , BCE in this minibatch:  9.477389335632324
Batch :  94 / 261 , BCE in this minibatch:  13.7144193649292
Batch :  95 / 261 , BCE in this minibatch:  10.090353965759277
Batch :  96 / 261 , BCE in this minibatch:  8.47935962677002
Batch :  97 / 261 , BCE in this minibatch:  11.117467880249023
Batch :  98 / 261 , BCE in this minibatch:  6.3009538650512695
Batch :  99 / 261 , BCE in this minibatch:  7.907647609710693
Batch :  100 / 261 , BCE in this minibatch:  13.765748977661133
Batch :  101 / 261 , BCE in this minibatch:  5.780675888061523
Batch :  102 / 261 , BCE in this minibatch:  5.465636730194092
Batch :  103 / 261 , BCE in this minibatch:  7.243333339691162
Batch :  104 / 261 , BCE in this minibatch:  5.828408241271973
Batch :  105 / 261 , BCE in this minibatch:  10.5482177734375
Batch :  106 / 261 , BCE in this minibatch:  6.39646053314209
Batch :  107 / 261 , BCE in this minibatch:  6.587063789367676
Batch :  108 / 261 , BCE in this minibatch:  4.975305557250977
Batch :  109 / 261 , BCE in this minibatch:  6.816590785980225
Batch :  110 / 261 , BCE in this minibatch:  11.115531921386719
Batch :  111 / 261 , BCE in this minibatch:  6.384600639343262
Batch :  112 / 261 , BCE in this minibatch:  8.419825553894043
Batch :  113 / 261 , BCE in this minibatch:  9.023652076721191
Batch :  114 / 261 , BCE in this minibatch:  8.23737907409668
Batch :  115 / 261 , BCE in this minibatch:  8.478053092956543
Batch :  116 / 261 , BCE in this minibatch:  6.8141913414001465
Batch :  117 / 261 , BCE in this minibatch:  9.157292366027832
Batch :  118 / 261 , BCE in this minibatch:  8.674176216125488
Batch :  119 / 261 , BCE in this minibatch:  8.259920120239258
Batch :  120 / 261 , BCE in this minibatch:  8.672117233276367
Batch :  121 / 261 , BCE in this minibatch:  6.2620038986206055
Batch :  122 / 261 , BCE in this minibatch:  8.116323471069336
Batch :  123 / 261 , BCE in this minibatch:  8.356477737426758
Batch :  124 / 261 , BCE in this minibatch:  5.008018493652344
Batch :  125 / 261 , BCE in this minibatch:  18.688186645507812
Batch :  126 / 261 , BCE in this minibatch:  6.916923999786377
Batch :  127 / 261 , BCE in this minibatch:  5.123011589050293
Batch :  128 / 261 , BCE in this minibatch:  8.176004409790039
Batch :  129 / 261 , BCE in this minibatch:  5.135291576385498
Batch :  130 / 261 , BCE in this minibatch:  16.79598617553711
Batch :  131 / 261 , BCE in this minibatch:  8.876681327819824
Batch :  132 / 261 , BCE in this minibatch:  8.38780689239502
Batch :  133 / 261 , BCE in this minibatch:  17.403573989868164
Batch :  134 / 261 , BCE in this minibatch:  9.069061279296875
Batch :  135 / 261 , BCE in this minibatch:  6.9877471923828125
Batch :  136 / 261 , BCE in this minibatch:  5.598130702972412
Batch :  137 / 261 , BCE in this minibatch:  11.136687278747559
Batch :  138 / 261 , BCE in this minibatch:  9.584162712097168
Batch :  139 / 261 , BCE in this minibatch:  6.704729080200195
Batch :  140 / 261 , BCE in this minibatch:  5.213144302368164
Batch :  141 / 261 , BCE in this minibatch:  7.416848182678223
Batch :  142 / 261 , BCE in this minibatch:  8.873370170593262
Batch :  143 / 261 , BCE in this minibatch:  14.113181114196777
Batch :  144 / 261 , BCE in this minibatch:  9.251501083374023
Batch :  145 / 261 , BCE in this minibatch:  5.237170696258545
Batch :  146 / 261 , BCE in this minibatch:  8.213271141052246
Batch :  147 / 261 , BCE in this minibatch:  6.351203918457031
Batch :  148 / 261 , BCE in this minibatch:  6.7934064865112305
Batch :  149 / 261 , BCE in this minibatch:  5.754896640777588
Batch :  150 / 261 , BCE in this minibatch:  5.909554481506348
Batch :  151 / 261 , BCE in this minibatch:  4.930358409881592
Batch :  152 / 261 , BCE in this minibatch:  8.205994606018066
Batch :  153 / 261 , BCE in this minibatch:  6.64823055267334
Batch :  154 / 261 , BCE in this minibatch:  4.6214070320129395
Batch :  155 / 261 , BCE in this minibatch:  4.147484302520752
Batch :  156 / 261 , BCE in this minibatch:  8.987238883972168
Batch :  157 / 261 , BCE in this minibatch:  6.717911720275879
Batch :  158 / 261 , BCE in this minibatch:  14.811922073364258
Batch :  159 / 261 , BCE in this minibatch:  7.0691118240356445
Batch :  160 / 261 , BCE in this minibatch:  7.098688125610352
Batch :  161 / 261 , BCE in this minibatch:  10.299432754516602
Batch :  162 / 261 , BCE in this minibatch:  6.747494220733643
Batch :  163 / 261 , BCE in this minibatch:  7.42224645614624
Batch :  164 / 261 , BCE in this minibatch:  14.39676570892334
Batch :  165 / 261 , BCE in this minibatch:  7.330825328826904
Batch :  166 / 261 , BCE in this minibatch:  17.773883819580078
Batch :  167 / 261 , BCE in this minibatch:  11.640096664428711
Batch :  168 / 261 , BCE in this minibatch:  11.705595016479492
Batch :  169 / 261 , BCE in this minibatch:  13.861397743225098
Batch :  170 / 261 , BCE in this minibatch:  14.893254280090332
Batch :  171 / 261 , BCE in this minibatch:  36.05010986328125
Batch :  172 / 261 , BCE in this minibatch:  37.110538482666016
Batch :  173 / 261 , BCE in this minibatch:  13.789332389831543
Batch :  174 / 261 , BCE in this minibatch:  8.351137161254883
Batch :  175 / 261 , BCE in this minibatch:  6.477993965148926
Batch :  176 / 261 , BCE in this minibatch:  8.214286804199219
Batch :  177 / 261 , BCE in this minibatch:  8.054430961608887
Batch :  178 / 261 , BCE in this minibatch:  8.90267562866211
Batch :  179 / 261 , BCE in this minibatch:  8.31721305847168
Batch :  180 / 261 , BCE in this minibatch:  8.570657730102539
Batch :  181 / 261 , BCE in this minibatch:  8.285198211669922
Batch :  182 / 261 , BCE in this minibatch:  7.5049357414245605
Batch :  183 / 261 , BCE in this minibatch:  8.298161506652832
Batch :  184 / 261 , BCE in this minibatch:  12.581195831298828
Batch :  185 / 261 , BCE in this minibatch:  7.29862117767334
Batch :  186 / 261 , BCE in this minibatch:  14.038533210754395
Batch :  187 / 261 , BCE in this minibatch:  7.369891166687012
Batch :  188 / 261 , BCE in this minibatch:  7.8100433349609375
Batch :  189 / 261 , BCE in this minibatch:  6.707151889801025
Batch :  190 / 261 , BCE in this minibatch:  9.142863273620605
Batch :  191 / 261 , BCE in this minibatch:  12.1148681640625
Batch :  192 / 261 , BCE in this minibatch:  8.587964057922363
Batch :  193 / 261 , BCE in this minibatch:  9.390438079833984
Batch :  194 / 261 , BCE in this minibatch:  9.062053680419922
Batch :  195 / 261 , BCE in this minibatch:  5.91067361831665
Batch :  196 / 261 , BCE in this minibatch:  6.9731364250183105
Batch :  197 / 261 , BCE in this minibatch:  6.797909259796143
Batch :  198 / 261 , BCE in this minibatch:  10.504769325256348
Batch :  199 / 261 , BCE in this minibatch:  7.891695499420166
Batch :  200 / 261 , BCE in this minibatch:  13.152844429016113
Batch :  201 / 261 , BCE in this minibatch:  10.35954761505127
Batch :  202 / 261 , BCE in this minibatch:  12.093599319458008
Batch :  203 / 261 , BCE in this minibatch:  9.315315246582031
Batch :  204 / 261 , BCE in this minibatch:  7.948190689086914
Batch :  205 / 261 , BCE in this minibatch:  7.922444820404053
Batch :  206 / 261 , BCE in this minibatch:  8.678871154785156
Batch :  207 / 261 , BCE in this minibatch:  8.209155082702637
Batch :  208 / 261 , BCE in this minibatch:  6.949036121368408
Batch :  209 / 261 , BCE in this minibatch:  8.762545585632324
Batch :  210 / 261 , BCE in this minibatch:  21.099496841430664
Batch :  211 / 261 , BCE in this minibatch:  25.376916885375977
Batch :  212 / 261 , BCE in this minibatch:  12.559761047363281
Batch :  213 / 261 , BCE in this minibatch:  19.902482986450195
Batch :  214 / 261 , BCE in this minibatch:  14.718770980834961
Batch :  215 / 261 , BCE in this minibatch:  5.904531955718994
Batch :  216 / 261 , BCE in this minibatch:  5.475423812866211
Batch :  217 / 261 , BCE in this minibatch:  4.908374786376953
Batch :  218 / 261 , BCE in this minibatch:  7.182719707489014
Batch :  219 / 261 , BCE in this minibatch:  7.929904460906982
Batch :  220 / 261 , BCE in this minibatch:  17.080703735351562
Batch :  221 / 261 , BCE in this minibatch:  9.81003189086914
Batch :  222 / 261 , BCE in this minibatch:  9.533272743225098
Batch :  223 / 261 , BCE in this minibatch:  6.635591983795166
Batch :  224 / 261 , BCE in this minibatch:  17.755172729492188
Batch :  225 / 261 , BCE in this minibatch:  30.27363395690918
Batch :  226 / 261 , BCE in this minibatch:  11.762046813964844
Batch :  227 / 261 , BCE in this minibatch:  6.704407215118408
Batch :  228 / 261 , BCE in this minibatch:  9.826436996459961
Batch :  229 / 261 , BCE in this minibatch:  9.061918258666992
Batch :  230 / 261 , BCE in this minibatch:  8.586790084838867
Batch :  231 / 261 , BCE in this minibatch:  10.16125202178955
Batch :  232 / 261 , BCE in this minibatch:  8.626383781433105
Batch :  233 / 261 , BCE in this minibatch:  9.606389045715332
Batch :  234 / 261 , BCE in this minibatch:  7.334134578704834
Batch :  235 / 261 , BCE in this minibatch:  9.72346019744873
Batch :  236 / 261 , BCE in this minibatch:  8.0050630569458
Batch :  237 / 261 , BCE in this minibatch:  6.990230083465576
Batch :  238 / 261 , BCE in this minibatch:  8.545600891113281
Batch :  239 / 261 , BCE in this minibatch:  6.853050231933594
Batch :  240 / 261 , BCE in this minibatch:  8.674612998962402
Batch :  241 / 261 , BCE in this minibatch:  6.87386417388916
Batch :  242 / 261 , BCE in this minibatch:  6.213507652282715
Batch :  243 / 261 , BCE in this minibatch:  5.431215763092041
Batch :  244 / 261 , BCE in this minibatch:  6.749130725860596
Batch :  245 / 261 , BCE in this minibatch:  9.439590454101562
Batch :  246 / 261 , BCE in this minibatch:  8.058012008666992
Batch :  247 / 261 , BCE in this minibatch:  9.345808029174805
Batch :  248 / 261 , BCE in this minibatch:  6.703586101531982
Batch :  249 / 261 , BCE in this minibatch:  10.075675964355469
Batch :  250 / 261 , BCE in this minibatch:  8.615974426269531
Batch :  251 / 261 , BCE in this minibatch:  5.66411018371582
Batch :  252 / 261 , BCE in this minibatch:  12.47536563873291
Batch :  253 / 261 , BCE in this minibatch:  14.165448188781738
Batch :  254 / 261 , BCE in this minibatch:  14.844101905822754
Batch :  255 / 261 , BCE in this minibatch:  7.7089738845825195
Batch :  256 / 261 , BCE in this minibatch:  10.955958366394043
Batch :  257 / 261 , BCE in this minibatch:  11.557222366333008
Batch :  258 / 261 , BCE in this minibatch:  8.762187957763672
Batch :  259 / 261 , BCE in this minibatch:  7.226085662841797
Batch :  260 / 261 , BCE in this minibatch:  5.622897148132324
Batch :  261 / 261 , BCE in this minibatch:  5.054012298583984
epoch: 6  train_loss: 8.360497389716663
Batch :  1 / 261 , BCE in this minibatch:  4.474646091461182
Batch :  2 / 261 , BCE in this minibatch:  5.2652482986450195
Batch :  3 / 261 , BCE in this minibatch:  5.1512885093688965
Batch :  4 / 261 , BCE in this minibatch:  5.073486804962158
Batch :  5 / 261 , BCE in this minibatch:  5.813906669616699
Batch :  6 / 261 , BCE in this minibatch:  5.553581714630127
Batch :  7 / 261 , BCE in this minibatch:  5.831335067749023
Batch :  8 / 261 , BCE in this minibatch:  5.440834045410156
Batch :  9 / 261 , BCE in this minibatch:  4.5615010261535645
Batch :  10 / 261 , BCE in this minibatch:  5.215665817260742
Batch :  11 / 261 , BCE in this minibatch:  4.920455455780029
Batch :  12 / 261 , BCE in this minibatch:  5.023609638214111
Batch :  13 / 261 , BCE in this minibatch:  5.743035316467285
Batch :  14 / 261 , BCE in this minibatch:  5.651775360107422
Batch :  15 / 261 , BCE in this minibatch:  5.093313694000244
Batch :  16 / 261 , BCE in this minibatch:  5.3697404861450195
Batch :  17 / 261 , BCE in this minibatch:  10.551410675048828
Batch :  18 / 261 , BCE in this minibatch:  5.315771102905273
Batch :  19 / 261 , BCE in this minibatch:  4.828402996063232
Batch :  20 / 261 , BCE in this minibatch:  4.643260478973389
Batch :  21 / 261 , BCE in this minibatch:  4.561281681060791
Batch :  22 / 261 , BCE in this minibatch:  4.614960670471191
Batch :  23 / 261 , BCE in this minibatch:  4.245982646942139
Batch :  24 / 261 , BCE in this minibatch:  5.77518892288208
Batch :  25 / 261 , BCE in this minibatch:  5.932448387145996
Batch :  26 / 261 , BCE in this minibatch:  5.4418816566467285
Batch :  27 / 261 , BCE in this minibatch:  3.9289345741271973
Batch :  28 / 261 , BCE in this minibatch:  5.61677360534668
Batch :  29 / 261 , BCE in this minibatch:  4.514564037322998
Batch :  30 / 261 , BCE in this minibatch:  5.864375114440918
Batch :  31 / 261 , BCE in this minibatch:  4.669962406158447
Batch :  32 / 261 , BCE in this minibatch:  4.934554576873779
Batch :  33 / 261 , BCE in this minibatch:  4.773962497711182
Batch :  34 / 261 , BCE in this minibatch:  3.934276580810547
Batch :  35 / 261 , BCE in this minibatch:  7.235478401184082
Batch :  36 / 261 , BCE in this minibatch:  4.296123504638672
Batch :  37 / 261 , BCE in this minibatch:  4.368921756744385
Batch :  38 / 261 , BCE in this minibatch:  4.153999328613281
Batch :  39 / 261 , BCE in this minibatch:  4.58019495010376
Batch :  40 / 261 , BCE in this minibatch:  5.861680030822754
Batch :  41 / 261 , BCE in this minibatch:  5.308106422424316
Batch :  42 / 261 , BCE in this minibatch:  6.936305522918701
Batch :  43 / 261 , BCE in this minibatch:  4.614945888519287
Batch :  44 / 261 , BCE in this minibatch:  6.152839660644531
Batch :  45 / 261 , BCE in this minibatch:  4.506013870239258
Batch :  46 / 261 , BCE in this minibatch:  5.8578715324401855
Batch :  47 / 261 , BCE in this minibatch:  9.29001235961914
Batch :  48 / 261 , BCE in this minibatch:  5.3537278175354
Batch :  49 / 261 , BCE in this minibatch:  5.286921977996826
Batch :  50 / 261 , BCE in this minibatch:  10.031558990478516
Batch :  51 / 261 , BCE in this minibatch:  5.77871561050415
Batch :  52 / 261 , BCE in this minibatch:  5.816633224487305
Batch :  53 / 261 , BCE in this minibatch:  5.149227619171143
Batch :  54 / 261 , BCE in this minibatch:  7.822737216949463
Batch :  55 / 261 , BCE in this minibatch:  6.579573631286621
Batch :  56 / 261 , BCE in this minibatch:  6.926633834838867
Batch :  57 / 261 , BCE in this minibatch:  5.0829949378967285
Batch :  58 / 261 , BCE in this minibatch:  9.531811714172363
Batch :  59 / 261 , BCE in this minibatch:  5.523824691772461
Batch :  60 / 261 , BCE in this minibatch:  6.046976089477539
Batch :  61 / 261 , BCE in this minibatch:  5.334019184112549
Batch :  62 / 261 , BCE in this minibatch:  4.690666675567627
Batch :  63 / 261 , BCE in this minibatch:  4.589137554168701
Batch :  64 / 261 , BCE in this minibatch:  4.132895469665527
Batch :  65 / 261 , BCE in this minibatch:  6.287506580352783
Batch :  66 / 261 , BCE in this minibatch:  6.213428020477295
Batch :  67 / 261 , BCE in this minibatch:  8.57248306274414
Batch :  68 / 261 , BCE in this minibatch:  5.337259292602539
Batch :  69 / 261 , BCE in this minibatch:  7.412657737731934
Batch :  70 / 261 , BCE in this minibatch:  17.482439041137695
Batch :  71 / 261 , BCE in this minibatch:  5.983698844909668
Batch :  72 / 261 , BCE in this minibatch:  5.6792426109313965
Batch :  73 / 261 , BCE in this minibatch:  15.44131851196289
Batch :  74 / 261 , BCE in this minibatch:  16.575157165527344
Batch :  75 / 261 , BCE in this minibatch:  6.0989580154418945
Batch :  76 / 261 , BCE in this minibatch:  5.984213352203369
Batch :  77 / 261 , BCE in this minibatch:  7.014745712280273
Batch :  78 / 261 , BCE in this minibatch:  7.367157936096191
Batch :  79 / 261 , BCE in this minibatch:  5.279641151428223
Batch :  80 / 261 , BCE in this minibatch:  8.523673057556152
Batch :  81 / 261 , BCE in this minibatch:  7.031990051269531
Batch :  82 / 261 , BCE in this minibatch:  5.473457336425781
Batch :  83 / 261 , BCE in this minibatch:  10.625816345214844
Batch :  84 / 261 , BCE in this minibatch:  6.0376362800598145
Batch :  85 / 261 , BCE in this minibatch:  6.657890796661377
Batch :  86 / 261 , BCE in this minibatch:  8.180088996887207
Batch :  87 / 261 , BCE in this minibatch:  5.818843364715576
Batch :  88 / 261 , BCE in this minibatch:  6.901309490203857
Batch :  89 / 261 , BCE in this minibatch:  5.463371753692627
Batch :  90 / 261 , BCE in this minibatch:  5.88650369644165
Batch :  91 / 261 , BCE in this minibatch:  4.609316349029541
Batch :  92 / 261 , BCE in this minibatch:  6.498488426208496
Batch :  93 / 261 , BCE in this minibatch:  9.44644546508789
Batch :  94 / 261 , BCE in this minibatch:  13.610906600952148
Batch :  95 / 261 , BCE in this minibatch:  10.048284530639648
Batch :  96 / 261 , BCE in this minibatch:  8.431273460388184
Batch :  97 / 261 , BCE in this minibatch:  11.135403633117676
Batch :  98 / 261 , BCE in this minibatch:  6.291953086853027
Batch :  99 / 261 , BCE in this minibatch:  7.851898670196533
Batch :  100 / 261 , BCE in this minibatch:  13.729508399963379
Batch :  101 / 261 , BCE in this minibatch:  5.763369560241699
Batch :  102 / 261 , BCE in this minibatch:  5.415989875793457
Batch :  103 / 261 , BCE in this minibatch:  7.174445629119873
Batch :  104 / 261 , BCE in this minibatch:  5.799060344696045
Batch :  105 / 261 , BCE in this minibatch:  10.520606994628906
Batch :  106 / 261 , BCE in this minibatch:  6.349246025085449
Batch :  107 / 261 , BCE in this minibatch:  6.518155574798584
Batch :  108 / 261 , BCE in this minibatch:  4.967128753662109
Batch :  109 / 261 , BCE in this minibatch:  6.769550323486328
Batch :  110 / 261 , BCE in this minibatch:  11.031700134277344
Batch :  111 / 261 , BCE in this minibatch:  6.362064361572266
Batch :  112 / 261 , BCE in this minibatch:  8.405205726623535
Batch :  113 / 261 , BCE in this minibatch:  9.042695999145508
Batch :  114 / 261 , BCE in this minibatch:  8.172886848449707
Batch :  115 / 261 , BCE in this minibatch:  8.459331512451172
Batch :  116 / 261 , BCE in this minibatch:  6.784614086151123
Batch :  117 / 261 , BCE in this minibatch:  9.141366958618164
Batch :  118 / 261 , BCE in this minibatch:  8.644819259643555
Batch :  119 / 261 , BCE in this minibatch:  8.228860855102539
Batch :  120 / 261 , BCE in this minibatch:  8.6001558303833
Batch :  121 / 261 , BCE in this minibatch:  6.182836532592773
Batch :  122 / 261 , BCE in this minibatch:  8.072684288024902
Batch :  123 / 261 , BCE in this minibatch:  8.323454856872559
Batch :  124 / 261 , BCE in this minibatch:  4.957878589630127
Batch :  125 / 261 , BCE in this minibatch:  18.5327205657959
Batch :  126 / 261 , BCE in this minibatch:  6.8434834480285645
Batch :  127 / 261 , BCE in this minibatch:  5.096340656280518
Batch :  128 / 261 , BCE in this minibatch:  8.151841163635254
Batch :  129 / 261 , BCE in this minibatch:  5.132176876068115
Batch :  130 / 261 , BCE in this minibatch:  16.645536422729492
Batch :  131 / 261 , BCE in this minibatch:  8.80383586883545
Batch :  132 / 261 , BCE in this minibatch:  8.35495662689209
Batch :  133 / 261 , BCE in this minibatch:  17.297155380249023
Batch :  134 / 261 , BCE in this minibatch:  9.0159330368042
Batch :  135 / 261 , BCE in this minibatch:  6.980413913726807
Batch :  136 / 261 , BCE in this minibatch:  5.597076892852783
Batch :  137 / 261 , BCE in this minibatch:  11.05721378326416
Batch :  138 / 261 , BCE in this minibatch:  9.569361686706543
Batch :  139 / 261 , BCE in this minibatch:  6.657707214355469
Batch :  140 / 261 , BCE in this minibatch:  5.176985740661621
Batch :  141 / 261 , BCE in this minibatch:  7.411411285400391
Batch :  142 / 261 , BCE in this minibatch:  8.806915283203125
Batch :  143 / 261 , BCE in this minibatch:  14.042773246765137
Batch :  144 / 261 , BCE in this minibatch:  9.192047119140625
Batch :  145 / 261 , BCE in this minibatch:  5.197401523590088
Batch :  146 / 261 , BCE in this minibatch:  8.22519588470459
Batch :  147 / 261 , BCE in this minibatch:  6.307488441467285
Batch :  148 / 261 , BCE in this minibatch:  6.728519916534424
Batch :  149 / 261 , BCE in this minibatch:  5.709122180938721
Batch :  150 / 261 , BCE in this minibatch:  5.829229354858398
Batch :  151 / 261 , BCE in this minibatch:  4.909148216247559
Batch :  152 / 261 , BCE in this minibatch:  8.145837783813477
Batch :  153 / 261 , BCE in this minibatch:  6.581775665283203
Batch :  154 / 261 , BCE in this minibatch:  4.58061408996582
Batch :  155 / 261 , BCE in this minibatch:  4.10277795791626
Batch :  156 / 261 , BCE in this minibatch:  8.897411346435547
Batch :  157 / 261 , BCE in this minibatch:  6.704957962036133
Batch :  158 / 261 , BCE in this minibatch:  14.797771453857422
Batch :  159 / 261 , BCE in this minibatch:  7.0428056716918945
Batch :  160 / 261 , BCE in this minibatch:  7.025256156921387
Batch :  161 / 261 , BCE in this minibatch:  10.25010871887207
Batch :  162 / 261 , BCE in this minibatch:  6.736621856689453
Batch :  163 / 261 , BCE in this minibatch:  7.367870330810547
Batch :  164 / 261 , BCE in this minibatch:  14.33066177368164
Batch :  165 / 261 , BCE in this minibatch:  7.29364538192749
Batch :  166 / 261 , BCE in this minibatch:  17.618478775024414
Batch :  167 / 261 , BCE in this minibatch:  11.544593811035156
Batch :  168 / 261 , BCE in this minibatch:  11.580896377563477
Batch :  169 / 261 , BCE in this minibatch:  13.850383758544922
Batch :  170 / 261 , BCE in this minibatch:  14.864349365234375
Batch :  171 / 261 , BCE in this minibatch:  36.00635528564453
Batch :  172 / 261 , BCE in this minibatch:  36.93898010253906
Batch :  173 / 261 , BCE in this minibatch:  13.69086742401123
Batch :  174 / 261 , BCE in this minibatch:  8.294461250305176
Batch :  175 / 261 , BCE in this minibatch:  6.451068878173828
Batch :  176 / 261 , BCE in this minibatch:  8.195470809936523
Batch :  177 / 261 , BCE in this minibatch:  8.052602767944336
Batch :  178 / 261 , BCE in this minibatch:  8.908836364746094
Batch :  179 / 261 , BCE in this minibatch:  8.24690055847168
Batch :  180 / 261 , BCE in this minibatch:  8.534103393554688
Batch :  181 / 261 , BCE in this minibatch:  8.213189125061035
Batch :  182 / 261 , BCE in this minibatch:  7.33628511428833
Batch :  183 / 261 , BCE in this minibatch:  8.227654457092285
Batch :  184 / 261 , BCE in this minibatch:  12.558740615844727
Batch :  185 / 261 , BCE in this minibatch:  7.253736972808838
Batch :  186 / 261 , BCE in this minibatch:  13.99522876739502
Batch :  187 / 261 , BCE in this minibatch:  7.257147789001465
Batch :  188 / 261 , BCE in this minibatch:  7.707344055175781
Batch :  189 / 261 , BCE in this minibatch:  6.604431629180908
Batch :  190 / 261 , BCE in this minibatch:  9.045137405395508
Batch :  191 / 261 , BCE in this minibatch:  12.061203956604004
Batch :  192 / 261 , BCE in this minibatch:  8.516789436340332
Batch :  193 / 261 , BCE in this minibatch:  9.34030532836914
Batch :  194 / 261 , BCE in this minibatch:  9.062905311584473
Batch :  195 / 261 , BCE in this minibatch:  5.890151500701904
Batch :  196 / 261 , BCE in this minibatch:  6.947714805603027
Batch :  197 / 261 , BCE in this minibatch:  6.787206649780273
Batch :  198 / 261 , BCE in this minibatch:  10.429367065429688
Batch :  199 / 261 , BCE in this minibatch:  7.797595024108887
Batch :  200 / 261 , BCE in this minibatch:  13.083313941955566
Batch :  201 / 261 , BCE in this minibatch:  10.31970500946045
Batch :  202 / 261 , BCE in this minibatch:  12.022040367126465
Batch :  203 / 261 , BCE in this minibatch:  9.257802963256836
Batch :  204 / 261 , BCE in this minibatch:  7.8770904541015625
Batch :  205 / 261 , BCE in this minibatch:  7.850851535797119
Batch :  206 / 261 , BCE in this minibatch:  8.60977840423584
Batch :  207 / 261 , BCE in this minibatch:  8.130125045776367
Batch :  208 / 261 , BCE in this minibatch:  6.86881685256958
Batch :  209 / 261 , BCE in this minibatch:  8.701175689697266
Batch :  210 / 261 , BCE in this minibatch:  21.008338928222656
Batch :  211 / 261 , BCE in this minibatch:  25.273983001708984
Batch :  212 / 261 , BCE in this minibatch:  12.483818054199219
Batch :  213 / 261 , BCE in this minibatch:  19.858074188232422
Batch :  214 / 261 , BCE in this minibatch:  14.623444557189941
Batch :  215 / 261 , BCE in this minibatch:  5.832657337188721
Batch :  216 / 261 , BCE in this minibatch:  5.455351829528809
Batch :  217 / 261 , BCE in this minibatch:  4.870940208435059
Batch :  218 / 261 , BCE in this minibatch:  7.188279151916504
Batch :  219 / 261 , BCE in this minibatch:  7.8570733070373535
Batch :  220 / 261 , BCE in this minibatch:  17.003572463989258
Batch :  221 / 261 , BCE in this minibatch:  9.744338035583496
Batch :  222 / 261 , BCE in this minibatch:  9.43008804321289
Batch :  223 / 261 , BCE in this minibatch:  6.562320232391357
Batch :  224 / 261 , BCE in this minibatch:  17.583967208862305
Batch :  225 / 261 , BCE in this minibatch:  30.03313636779785
Batch :  226 / 261 , BCE in this minibatch:  11.678742408752441
Batch :  227 / 261 , BCE in this minibatch:  6.679084777832031
Batch :  228 / 261 , BCE in this minibatch:  9.758601188659668
Batch :  229 / 261 , BCE in this minibatch:  9.004490852355957
Batch :  230 / 261 , BCE in this minibatch:  8.509929656982422
Batch :  231 / 261 , BCE in this minibatch:  10.07605266571045
Batch :  232 / 261 , BCE in this minibatch:  8.589271545410156
Batch :  233 / 261 , BCE in this minibatch:  9.562254905700684
Batch :  234 / 261 , BCE in this minibatch:  7.287736892700195
Batch :  235 / 261 , BCE in this minibatch:  9.728117942810059
Batch :  236 / 261 , BCE in this minibatch:  7.9217047691345215
Batch :  237 / 261 , BCE in this minibatch:  6.892563343048096
Batch :  238 / 261 , BCE in this minibatch:  8.458874702453613
Batch :  239 / 261 , BCE in this minibatch:  6.831836223602295
Batch :  240 / 261 , BCE in this minibatch:  8.610033988952637
Batch :  241 / 261 , BCE in this minibatch:  6.788039684295654
Batch :  242 / 261 , BCE in this minibatch:  6.103829860687256
Batch :  243 / 261 , BCE in this minibatch:  5.322145938873291
Batch :  244 / 261 , BCE in this minibatch:  6.598036766052246
Batch :  245 / 261 , BCE in this minibatch:  9.347874641418457
Batch :  246 / 261 , BCE in this minibatch:  7.984063625335693
Batch :  247 / 261 , BCE in this minibatch:  9.288458824157715
Batch :  248 / 261 , BCE in this minibatch:  6.664315700531006
Batch :  249 / 261 , BCE in this minibatch:  10.081177711486816
Batch :  250 / 261 , BCE in this minibatch:  8.554110527038574
Batch :  251 / 261 , BCE in this minibatch:  5.6034955978393555
Batch :  252 / 261 , BCE in this minibatch:  12.371687889099121
Batch :  253 / 261 , BCE in this minibatch:  14.07768726348877
Batch :  254 / 261 , BCE in this minibatch:  14.755885124206543
Batch :  255 / 261 , BCE in this minibatch:  7.642768383026123
Batch :  256 / 261 , BCE in this minibatch:  10.904964447021484
Batch :  257 / 261 , BCE in this minibatch:  11.518877029418945
Batch :  258 / 261 , BCE in this minibatch:  8.728066444396973
Batch :  259 / 261 , BCE in this minibatch:  7.181664943695068
Batch :  260 / 261 , BCE in this minibatch:  5.558434963226318
Batch :  261 / 261 , BCE in this minibatch:  5.01706075668335
epoch: 7  train_loss: 8.314163443685947
Batch :  1 / 261 , BCE in this minibatch:  4.4558281898498535
Batch :  2 / 261 , BCE in this minibatch:  5.2520551681518555
Batch :  3 / 261 , BCE in this minibatch:  5.161120414733887
Batch :  4 / 261 , BCE in this minibatch:  5.071713924407959
Batch :  5 / 261 , BCE in this minibatch:  5.773351192474365
Batch :  6 / 261 , BCE in this minibatch:  5.50735330581665
Batch :  7 / 261 , BCE in this minibatch:  5.818915843963623
Batch :  8 / 261 , BCE in this minibatch:  5.412034034729004
Batch :  9 / 261 , BCE in this minibatch:  4.522555828094482
Batch :  10 / 261 , BCE in this minibatch:  5.2422194480896
Batch :  11 / 261 , BCE in this minibatch:  4.935635089874268
Batch :  12 / 261 , BCE in this minibatch:  5.027851581573486
Batch :  13 / 261 , BCE in this minibatch:  5.693489074707031
Batch :  14 / 261 , BCE in this minibatch:  5.65385627746582
Batch :  15 / 261 , BCE in this minibatch:  5.084972858428955
Batch :  16 / 261 , BCE in this minibatch:  5.363404273986816
Batch :  17 / 261 , BCE in this minibatch:  10.49323844909668
Batch :  18 / 261 , BCE in this minibatch:  5.300028324127197
Batch :  19 / 261 , BCE in this minibatch:  4.841326713562012
Batch :  20 / 261 , BCE in this minibatch:  4.66740083694458
Batch :  21 / 261 , BCE in this minibatch:  4.5540547370910645
Batch :  22 / 261 , BCE in this minibatch:  4.6006083488464355
Batch :  23 / 261 , BCE in this minibatch:  4.227929592132568
Batch :  24 / 261 , BCE in this minibatch:  5.7535176277160645
Batch :  25 / 261 , BCE in this minibatch:  5.962051868438721
Batch :  26 / 261 , BCE in this minibatch:  5.439334869384766
Batch :  27 / 261 , BCE in this minibatch:  3.9085233211517334
Batch :  28 / 261 , BCE in this minibatch:  5.5999932289123535
Batch :  29 / 261 , BCE in this minibatch:  4.527973651885986
Batch :  30 / 261 , BCE in this minibatch:  5.869101524353027
Batch :  31 / 261 , BCE in this minibatch:  4.653113842010498
Batch :  32 / 261 , BCE in this minibatch:  4.9157304763793945
Batch :  33 / 261 , BCE in this minibatch:  4.753068447113037
Batch :  34 / 261 , BCE in this minibatch:  3.946105480194092
Batch :  35 / 261 , BCE in this minibatch:  7.179664611816406
Batch :  36 / 261 , BCE in this minibatch:  4.265491485595703
Batch :  37 / 261 , BCE in this minibatch:  4.332621097564697
Batch :  38 / 261 , BCE in this minibatch:  4.140230655670166
Batch :  39 / 261 , BCE in this minibatch:  4.563475131988525
Batch :  40 / 261 , BCE in this minibatch:  5.8437418937683105
Batch :  41 / 261 , BCE in this minibatch:  5.273099422454834
Batch :  42 / 261 , BCE in this minibatch:  6.895670413970947
Batch :  43 / 261 , BCE in this minibatch:  4.5799760818481445
Batch :  44 / 261 , BCE in this minibatch:  6.131058692932129
Batch :  45 / 261 , BCE in this minibatch:  4.484654426574707
Batch :  46 / 261 , BCE in this minibatch:  5.790904998779297
Batch :  47 / 261 , BCE in this minibatch:  9.222827911376953
Batch :  48 / 261 , BCE in this minibatch:  5.341437339782715
Batch :  49 / 261 , BCE in this minibatch:  5.248998641967773
Batch :  50 / 261 , BCE in this minibatch:  9.938499450683594
Batch :  51 / 261 , BCE in this minibatch:  5.753788471221924
Batch :  52 / 261 , BCE in this minibatch:  5.7832932472229
Batch :  53 / 261 , BCE in this minibatch:  5.134122848510742
Batch :  54 / 261 , BCE in this minibatch:  7.7747907638549805
Batch :  55 / 261 , BCE in this minibatch:  6.555733680725098
Batch :  56 / 261 , BCE in this minibatch:  6.88820743560791
Batch :  57 / 261 , BCE in this minibatch:  5.047341346740723
Batch :  58 / 261 , BCE in this minibatch:  9.484094619750977
Batch :  59 / 261 , BCE in this minibatch:  5.459766387939453
Batch :  60 / 261 , BCE in this minibatch:  6.029777526855469
Batch :  61 / 261 , BCE in this minibatch:  5.304736137390137
Batch :  62 / 261 , BCE in this minibatch:  4.704123497009277
Batch :  63 / 261 , BCE in this minibatch:  4.56991720199585
Batch :  64 / 261 , BCE in this minibatch:  4.1111674308776855
Batch :  65 / 261 , BCE in this minibatch:  6.246517658233643
Batch :  66 / 261 , BCE in this minibatch:  6.151082992553711
Batch :  67 / 261 , BCE in this minibatch:  8.531749725341797
Batch :  68 / 261 , BCE in this minibatch:  5.297966003417969
Batch :  69 / 261 , BCE in this minibatch:  7.34816837310791
Batch :  70 / 261 , BCE in this minibatch:  17.357013702392578
Batch :  71 / 261 , BCE in this minibatch:  5.982850551605225
Batch :  72 / 261 , BCE in this minibatch:  5.621984481811523
Batch :  73 / 261 , BCE in this minibatch:  15.417654991149902
Batch :  74 / 261 , BCE in this minibatch:  16.484134674072266
Batch :  75 / 261 , BCE in this minibatch:  6.073716640472412
Batch :  76 / 261 , BCE in this minibatch:  5.944576740264893
Batch :  77 / 261 , BCE in this minibatch:  6.973625659942627
Batch :  78 / 261 , BCE in this minibatch:  7.355654239654541
Batch :  79 / 261 , BCE in this minibatch:  5.286153316497803
Batch :  80 / 261 , BCE in this minibatch:  8.503345489501953
Batch :  81 / 261 , BCE in this minibatch:  6.995725631713867
Batch :  82 / 261 , BCE in this minibatch:  5.428625583648682
Batch :  83 / 261 , BCE in this minibatch:  10.616454124450684
Batch :  84 / 261 , BCE in this minibatch:  5.979374885559082
Batch :  85 / 261 , BCE in this minibatch:  6.625799179077148
Batch :  86 / 261 , BCE in this minibatch:  8.146867752075195
Batch :  87 / 261 , BCE in this minibatch:  5.7916951179504395
Batch :  88 / 261 , BCE in this minibatch:  6.850284099578857
Batch :  89 / 261 , BCE in this minibatch:  5.460572242736816
Batch :  90 / 261 , BCE in this minibatch:  5.8797526359558105
Batch :  91 / 261 , BCE in this minibatch:  4.62413215637207
Batch :  92 / 261 , BCE in this minibatch:  6.4842634201049805
Batch :  93 / 261 , BCE in this minibatch:  9.387704849243164
Batch :  94 / 261 , BCE in this minibatch:  13.577812194824219
Batch :  95 / 261 , BCE in this minibatch:  9.996672630310059
Batch :  96 / 261 , BCE in this minibatch:  8.460291862487793
Batch :  97 / 261 , BCE in this minibatch:  11.036185264587402
Batch :  98 / 261 , BCE in this minibatch:  6.263619899749756
Batch :  99 / 261 , BCE in this minibatch:  7.885973930358887
Batch :  100 / 261 , BCE in this minibatch:  13.660696983337402
Batch :  101 / 261 , BCE in this minibatch:  5.74002742767334
Batch :  102 / 261 , BCE in this minibatch:  5.372106552124023
Batch :  103 / 261 , BCE in this minibatch:  7.1314287185668945
Batch :  104 / 261 , BCE in this minibatch:  5.731154441833496
Batch :  105 / 261 , BCE in this minibatch:  10.457501411437988
Batch :  106 / 261 , BCE in this minibatch:  6.314526557922363
Batch :  107 / 261 , BCE in this minibatch:  6.494300842285156
Batch :  108 / 261 , BCE in this minibatch:  4.908436298370361
Batch :  109 / 261 , BCE in this minibatch:  6.747316360473633
Batch :  110 / 261 , BCE in this minibatch:  10.977055549621582
Batch :  111 / 261 , BCE in this minibatch:  6.256720066070557
Batch :  112 / 261 , BCE in this minibatch:  8.374086380004883
Batch :  113 / 261 , BCE in this minibatch:  9.003072738647461
Batch :  114 / 261 , BCE in this minibatch:  8.162185668945312
Batch :  115 / 261 , BCE in this minibatch:  8.411499977111816
Batch :  116 / 261 , BCE in this minibatch:  6.696935653686523
Batch :  117 / 261 , BCE in this minibatch:  9.091377258300781
Batch :  118 / 261 , BCE in this minibatch:  8.629589080810547
Batch :  119 / 261 , BCE in this minibatch:  8.154587745666504
Batch :  120 / 261 , BCE in this minibatch:  8.551119804382324
Batch :  121 / 261 , BCE in this minibatch:  6.142251968383789
Batch :  122 / 261 , BCE in this minibatch:  8.017728805541992
Batch :  123 / 261 , BCE in this minibatch:  8.224845886230469
Batch :  124 / 261 , BCE in this minibatch:  4.9225921630859375
Batch :  125 / 261 , BCE in this minibatch:  18.413593292236328
Batch :  126 / 261 , BCE in this minibatch:  6.813272476196289
Batch :  127 / 261 , BCE in this minibatch:  5.037201881408691
Batch :  128 / 261 , BCE in this minibatch:  8.109649658203125
Batch :  129 / 261 , BCE in this minibatch:  5.093089580535889
Batch :  130 / 261 , BCE in this minibatch:  16.500476837158203
Batch :  131 / 261 , BCE in this minibatch:  8.749964714050293
Batch :  132 / 261 , BCE in this minibatch:  8.300206184387207
Batch :  133 / 261 , BCE in this minibatch:  17.24541473388672
Batch :  134 / 261 , BCE in this minibatch:  8.915342330932617
Batch :  135 / 261 , BCE in this minibatch:  6.971006870269775
Batch :  136 / 261 , BCE in this minibatch:  5.576231956481934
Batch :  137 / 261 , BCE in this minibatch:  11.048982620239258
Batch :  138 / 261 , BCE in this minibatch:  9.531661033630371
Batch :  139 / 261 , BCE in this minibatch:  6.580111503601074
Batch :  140 / 261 , BCE in this minibatch:  5.13846492767334
Batch :  141 / 261 , BCE in this minibatch:  7.336818218231201
Batch :  142 / 261 , BCE in this minibatch:  8.757955551147461
Batch :  143 / 261 , BCE in this minibatch:  14.026654243469238
Batch :  144 / 261 , BCE in this minibatch:  9.178349494934082
Batch :  145 / 261 , BCE in this minibatch:  5.179255962371826
Batch :  146 / 261 , BCE in this minibatch:  8.190834999084473
Batch :  147 / 261 , BCE in this minibatch:  6.21355676651001
Batch :  148 / 261 , BCE in this minibatch:  6.654338836669922
Batch :  149 / 261 , BCE in this minibatch:  5.642234802246094
Batch :  150 / 261 , BCE in this minibatch:  5.767746448516846
Batch :  151 / 261 , BCE in this minibatch:  4.887612342834473
Batch :  152 / 261 , BCE in this minibatch:  8.126869201660156
Batch :  153 / 261 , BCE in this minibatch:  6.507861614227295
Batch :  154 / 261 , BCE in this minibatch:  4.543459415435791
Batch :  155 / 261 , BCE in this minibatch:  4.048151016235352
Batch :  156 / 261 , BCE in this minibatch:  8.845083236694336
Batch :  157 / 261 , BCE in this minibatch:  6.644698143005371
Batch :  158 / 261 , BCE in this minibatch:  14.702213287353516
Batch :  159 / 261 , BCE in this minibatch:  7.020941257476807
Batch :  160 / 261 , BCE in this minibatch:  6.981965065002441
Batch :  161 / 261 , BCE in this minibatch:  10.135390281677246
Batch :  162 / 261 , BCE in this minibatch:  6.700564384460449
Batch :  163 / 261 , BCE in this minibatch:  7.34990119934082
Batch :  164 / 261 , BCE in this minibatch:  14.218777656555176
Batch :  165 / 261 , BCE in this minibatch:  7.252169132232666
Batch :  166 / 261 , BCE in this minibatch:  17.500938415527344
Batch :  167 / 261 , BCE in this minibatch:  11.413484573364258
Batch :  168 / 261 , BCE in this minibatch:  11.537163734436035
Batch :  169 / 261 , BCE in this minibatch:  13.729747772216797
Batch :  170 / 261 , BCE in this minibatch:  14.846810340881348
Batch :  171 / 261 , BCE in this minibatch:  35.843963623046875
Batch :  172 / 261 , BCE in this minibatch:  36.80063247680664
Batch :  173 / 261 , BCE in this minibatch:  13.622869491577148
Batch :  174 / 261 , BCE in this minibatch:  8.227517127990723
Batch :  175 / 261 , BCE in this minibatch:  6.368966102600098
Batch :  176 / 261 , BCE in this minibatch:  8.144866943359375
Batch :  177 / 261 , BCE in this minibatch:  7.915465354919434
Batch :  178 / 261 , BCE in this minibatch:  8.846956253051758
Batch :  179 / 261 , BCE in this minibatch:  8.162315368652344
Batch :  180 / 261 , BCE in this minibatch:  8.410874366760254
Batch :  181 / 261 , BCE in this minibatch:  8.127408981323242
Batch :  182 / 261 , BCE in this minibatch:  7.196322441101074
Batch :  183 / 261 , BCE in this minibatch:  8.156400680541992
Batch :  184 / 261 , BCE in this minibatch:  12.512823104858398
Batch :  185 / 261 , BCE in this minibatch:  7.234369277954102
Batch :  186 / 261 , BCE in this minibatch:  13.93037223815918
Batch :  187 / 261 , BCE in this minibatch:  7.247251033782959
Batch :  188 / 261 , BCE in this minibatch:  7.722702980041504
Batch :  189 / 261 , BCE in this minibatch:  6.572018623352051
Batch :  190 / 261 , BCE in this minibatch:  9.028402328491211
Batch :  191 / 261 , BCE in this minibatch:  11.942533493041992
Batch :  192 / 261 , BCE in this minibatch:  8.468886375427246
Batch :  193 / 261 , BCE in this minibatch:  9.221885681152344
Batch :  194 / 261 , BCE in this minibatch:  9.024543762207031
Batch :  195 / 261 , BCE in this minibatch:  5.897029399871826
Batch :  196 / 261 , BCE in this minibatch:  7.031383037567139
Batch :  197 / 261 , BCE in this minibatch:  6.828881740570068
Batch :  198 / 261 , BCE in this minibatch:  10.342766761779785
Batch :  199 / 261 , BCE in this minibatch:  7.731566905975342
Batch :  200 / 261 , BCE in this minibatch:  12.918664932250977
Batch :  201 / 261 , BCE in this minibatch:  10.244898796081543
Batch :  202 / 261 , BCE in this minibatch:  11.927663803100586
Batch :  203 / 261 , BCE in this minibatch:  9.179367065429688
Batch :  204 / 261 , BCE in this minibatch:  7.847701549530029
Batch :  205 / 261 , BCE in this minibatch:  7.7864837646484375
Batch :  206 / 261 , BCE in this minibatch:  8.541152954101562
Batch :  207 / 261 , BCE in this minibatch:  8.104778289794922
Batch :  208 / 261 , BCE in this minibatch:  6.829137802124023
Batch :  209 / 261 , BCE in this minibatch:  8.62492561340332
Batch :  210 / 261 , BCE in this minibatch:  20.852092742919922
Batch :  211 / 261 , BCE in this minibatch:  25.1650447845459
Batch :  212 / 261 , BCE in this minibatch:  12.392850875854492
Batch :  213 / 261 , BCE in this minibatch:  19.680252075195312
Batch :  214 / 261 , BCE in this minibatch:  14.45652961730957
Batch :  215 / 261 , BCE in this minibatch:  5.706221103668213
Batch :  216 / 261 , BCE in this minibatch:  5.388444423675537
Batch :  217 / 261 , BCE in this minibatch:  4.847901344299316
Batch :  218 / 261 , BCE in this minibatch:  7.131670951843262
Batch :  219 / 261 , BCE in this minibatch:  7.793854713439941
Batch :  220 / 261 , BCE in this minibatch:  16.79477882385254
Batch :  221 / 261 , BCE in this minibatch:  9.665179252624512
Batch :  222 / 261 , BCE in this minibatch:  9.302681922912598
Batch :  223 / 261 , BCE in this minibatch:  6.4117431640625
Batch :  224 / 261 , BCE in this minibatch:  17.478660583496094
Batch :  225 / 261 , BCE in this minibatch:  29.96355438232422
Batch :  226 / 261 , BCE in this minibatch:  11.559141159057617
Batch :  227 / 261 , BCE in this minibatch:  6.648922443389893
Batch :  228 / 261 , BCE in this minibatch:  9.670984268188477
Batch :  229 / 261 , BCE in this minibatch:  8.955940246582031
Batch :  230 / 261 , BCE in this minibatch:  8.465300559997559
Batch :  231 / 261 , BCE in this minibatch:  9.929754257202148
Batch :  232 / 261 , BCE in this minibatch:  8.514619827270508
Batch :  233 / 261 , BCE in this minibatch:  9.449230194091797
Batch :  234 / 261 , BCE in this minibatch:  7.274354934692383
Batch :  235 / 261 , BCE in this minibatch:  9.65401840209961
Batch :  236 / 261 , BCE in this minibatch:  7.8682708740234375
Batch :  237 / 261 , BCE in this minibatch:  6.808528423309326
Batch :  238 / 261 , BCE in this minibatch:  8.41840934753418
Batch :  239 / 261 , BCE in this minibatch:  6.73750114440918
Batch :  240 / 261 , BCE in this minibatch:  8.529247283935547
Batch :  241 / 261 , BCE in this minibatch:  6.668445587158203
Batch :  242 / 261 , BCE in this minibatch:  6.000079154968262
Batch :  243 / 261 , BCE in this minibatch:  5.105526447296143
Batch :  244 / 261 , BCE in this minibatch:  6.433189392089844
Batch :  245 / 261 , BCE in this minibatch:  9.320982933044434
Batch :  246 / 261 , BCE in this minibatch:  7.8664960861206055
Batch :  247 / 261 , BCE in this minibatch:  9.266441345214844
Batch :  248 / 261 , BCE in this minibatch:  6.5406670570373535
Batch :  249 / 261 , BCE in this minibatch:  9.96226692199707
Batch :  250 / 261 , BCE in this minibatch:  8.513518333435059
Batch :  251 / 261 , BCE in this minibatch:  5.546299457550049
Batch :  252 / 261 , BCE in this minibatch:  12.301072120666504
Batch :  253 / 261 , BCE in this minibatch:  14.05229663848877
Batch :  254 / 261 , BCE in this minibatch:  14.65194320678711
Batch :  255 / 261 , BCE in this minibatch:  7.540976524353027
Batch :  256 / 261 , BCE in this minibatch:  10.851279258728027
Batch :  257 / 261 , BCE in this minibatch:  11.437992095947266
Batch :  258 / 261 , BCE in this minibatch:  8.718335151672363
Batch :  259 / 261 , BCE in this minibatch:  7.116405010223389
Batch :  260 / 261 , BCE in this minibatch:  5.489978790283203
Batch :  261 / 261 , BCE in this minibatch:  4.958742141723633
epoch: 8  train_loss: 8.262281241544818
Batch :  1 / 261 , BCE in this minibatch:  4.391388893127441
Batch :  2 / 261 , BCE in this minibatch:  5.213295936584473
Batch :  3 / 261 , BCE in this minibatch:  5.0945210456848145
Batch :  4 / 261 , BCE in this minibatch:  5.041346073150635
Batch :  5 / 261 , BCE in this minibatch:  5.834721565246582
Batch :  6 / 261 , BCE in this minibatch:  5.516311168670654
Batch :  7 / 261 , BCE in this minibatch:  5.831976890563965
Batch :  8 / 261 , BCE in this minibatch:  5.420248508453369
Batch :  9 / 261 , BCE in this minibatch:  4.534116268157959
Batch :  10 / 261 , BCE in this minibatch:  5.247314453125
Batch :  11 / 261 , BCE in this minibatch:  4.923658847808838
Batch :  12 / 261 , BCE in this minibatch:  5.0105156898498535
Batch :  13 / 261 , BCE in this minibatch:  5.692826271057129
Batch :  14 / 261 , BCE in this minibatch:  5.617318153381348
Batch :  15 / 261 , BCE in this minibatch:  5.114877700805664
Batch :  16 / 261 , BCE in this minibatch:  5.364965438842773
Batch :  17 / 261 , BCE in this minibatch:  10.457258224487305
Batch :  18 / 261 , BCE in this minibatch:  5.34262228012085
Batch :  19 / 261 , BCE in this minibatch:  4.818361282348633
Batch :  20 / 261 , BCE in this minibatch:  4.662842750549316
Batch :  21 / 261 , BCE in this minibatch:  4.568248271942139
Batch :  22 / 261 , BCE in this minibatch:  4.610918045043945
Batch :  23 / 261 , BCE in this minibatch:  4.2482991218566895
Batch :  24 / 261 , BCE in this minibatch:  5.736621856689453
Batch :  25 / 261 , BCE in this minibatch:  5.908711910247803
Batch :  26 / 261 , BCE in this minibatch:  5.421411514282227
Batch :  27 / 261 , BCE in this minibatch:  3.9074409008026123
Batch :  28 / 261 , BCE in this minibatch:  5.539919376373291
Batch :  29 / 261 , BCE in this minibatch:  4.531174182891846
Batch :  30 / 261 , BCE in this minibatch:  5.81736421585083
Batch :  31 / 261 , BCE in this minibatch:  4.649198532104492
Batch :  32 / 261 , BCE in this minibatch:  4.886422634124756
Batch :  33 / 261 , BCE in this minibatch:  4.7454304695129395
Batch :  34 / 261 , BCE in this minibatch:  3.952885150909424
Batch :  35 / 261 , BCE in this minibatch:  7.158161640167236
Batch :  36 / 261 , BCE in this minibatch:  4.2814178466796875
Batch :  37 / 261 , BCE in this minibatch:  4.346222400665283
Batch :  38 / 261 , BCE in this minibatch:  4.16777229309082
Batch :  39 / 261 , BCE in this minibatch:  4.5280890464782715
Batch :  40 / 261 , BCE in this minibatch:  5.836958885192871
Batch :  41 / 261 , BCE in this minibatch:  5.23307991027832
Batch :  42 / 261 , BCE in this minibatch:  6.855086803436279
Batch :  43 / 261 , BCE in this minibatch:  4.598078727722168
Batch :  44 / 261 , BCE in this minibatch:  6.088100433349609
Batch :  45 / 261 , BCE in this minibatch:  4.46183967590332
Batch :  46 / 261 , BCE in this minibatch:  5.757665157318115
Batch :  47 / 261 , BCE in this minibatch:  9.147780418395996
Batch :  48 / 261 , BCE in this minibatch:  5.27463436126709
Batch :  49 / 261 , BCE in this minibatch:  5.221993923187256
Batch :  50 / 261 , BCE in this minibatch:  9.8123779296875
Batch :  51 / 261 , BCE in this minibatch:  5.657770156860352
Batch :  52 / 261 , BCE in this minibatch:  5.688858985900879
Batch :  53 / 261 , BCE in this minibatch:  5.133802890777588
Batch :  54 / 261 , BCE in this minibatch:  7.6936259269714355
Batch :  55 / 261 , BCE in this minibatch:  6.51321268081665
Batch :  56 / 261 , BCE in this minibatch:  6.789167404174805
Batch :  57 / 261 , BCE in this minibatch:  5.0094194412231445
Batch :  58 / 261 , BCE in this minibatch:  9.393600463867188
Batch :  59 / 261 , BCE in this minibatch:  5.4056596755981445
Batch :  60 / 261 , BCE in this minibatch:  6.010094165802002
Batch :  61 / 261 , BCE in this minibatch:  5.240929126739502
Batch :  62 / 261 , BCE in this minibatch:  4.687459945678711
Batch :  63 / 261 , BCE in this minibatch:  4.554718494415283
Batch :  64 / 261 , BCE in this minibatch:  4.085301876068115
Batch :  65 / 261 , BCE in this minibatch:  6.161278247833252
Batch :  66 / 261 , BCE in this minibatch:  6.084364414215088
Batch :  67 / 261 , BCE in this minibatch:  8.477458953857422
Batch :  68 / 261 , BCE in this minibatch:  5.237648963928223
Batch :  69 / 261 , BCE in this minibatch:  7.313289165496826
Batch :  70 / 261 , BCE in this minibatch:  17.330127716064453
Batch :  71 / 261 , BCE in this minibatch:  5.915709972381592
Batch :  72 / 261 , BCE in this minibatch:  5.6276936531066895
Batch :  73 / 261 , BCE in this minibatch:  15.323362350463867
Batch :  74 / 261 , BCE in this minibatch:  16.403024673461914
Batch :  75 / 261 , BCE in this minibatch:  6.035881519317627
Batch :  76 / 261 , BCE in this minibatch:  5.877788066864014
Batch :  77 / 261 , BCE in this minibatch:  6.902960300445557
Batch :  78 / 261 , BCE in this minibatch:  7.312624931335449
Batch :  79 / 261 , BCE in this minibatch:  5.224141597747803
Batch :  80 / 261 , BCE in this minibatch:  8.467275619506836
Batch :  81 / 261 , BCE in this minibatch:  6.9396467208862305
Batch :  82 / 261 , BCE in this minibatch:  5.378343105316162
Batch :  83 / 261 , BCE in this minibatch:  10.567346572875977
Batch :  84 / 261 , BCE in this minibatch:  5.944221496582031
Batch :  85 / 261 , BCE in this minibatch:  6.5511474609375
Batch :  86 / 261 , BCE in this minibatch:  8.125930786132812
Batch :  87 / 261 , BCE in this minibatch:  5.725174427032471
Batch :  88 / 261 , BCE in this minibatch:  6.802042007446289
Batch :  89 / 261 , BCE in this minibatch:  5.3853068351745605
Batch :  90 / 261 , BCE in this minibatch:  5.812990188598633
Batch :  91 / 261 , BCE in this minibatch:  4.559863567352295
Batch :  92 / 261 , BCE in this minibatch:  6.406311511993408
Batch :  93 / 261 , BCE in this minibatch:  9.289190292358398
Batch :  94 / 261 , BCE in this minibatch:  13.466958999633789
Batch :  95 / 261 , BCE in this minibatch:  9.952312469482422
Batch :  96 / 261 , BCE in this minibatch:  8.443575859069824
Batch :  97 / 261 , BCE in this minibatch:  11.007777214050293
Batch :  98 / 261 , BCE in this minibatch:  6.158952236175537
Batch :  99 / 261 , BCE in this minibatch:  7.82780122756958
Batch :  100 / 261 , BCE in this minibatch:  13.528922080993652
Batch :  101 / 261 , BCE in this minibatch:  5.675527572631836
Batch :  102 / 261 , BCE in this minibatch:  5.34382438659668
Batch :  103 / 261 , BCE in this minibatch:  7.119442462921143
Batch :  104 / 261 , BCE in this minibatch:  5.711927890777588
Batch :  105 / 261 , BCE in this minibatch:  10.332540512084961
Batch :  106 / 261 , BCE in this minibatch:  6.252809524536133
Batch :  107 / 261 , BCE in this minibatch:  6.412884712219238
Batch :  108 / 261 , BCE in this minibatch:  4.878903865814209
Batch :  109 / 261 , BCE in this minibatch:  6.6906867027282715
Batch :  110 / 261 , BCE in this minibatch:  10.82321834564209
Batch :  111 / 261 , BCE in this minibatch:  6.242130279541016
Batch :  112 / 261 , BCE in this minibatch:  8.365351676940918
Batch :  113 / 261 , BCE in this minibatch:  8.95120906829834
Batch :  114 / 261 , BCE in this minibatch:  8.113759994506836
Batch :  115 / 261 , BCE in this minibatch:  8.343355178833008
Batch :  116 / 261 , BCE in this minibatch:  6.652966499328613
Batch :  117 / 261 , BCE in this minibatch:  9.084640502929688
Batch :  118 / 261 , BCE in this minibatch:  8.525290489196777
Batch :  119 / 261 , BCE in this minibatch:  8.100573539733887
Batch :  120 / 261 , BCE in this minibatch:  8.47574520111084
Batch :  121 / 261 , BCE in this minibatch:  6.083865165710449
Batch :  122 / 261 , BCE in this minibatch:  7.971778392791748
Batch :  123 / 261 , BCE in this minibatch:  8.113636016845703
Batch :  124 / 261 , BCE in this minibatch:  4.818140029907227
Batch :  125 / 261 , BCE in this minibatch:  18.27395248413086
Batch :  126 / 261 , BCE in this minibatch:  6.708490371704102
Batch :  127 / 261 , BCE in this minibatch:  4.937288284301758
Batch :  128 / 261 , BCE in this minibatch:  8.019545555114746
Batch :  129 / 261 , BCE in this minibatch:  5.023360729217529
Batch :  130 / 261 , BCE in this minibatch:  16.416358947753906
Batch :  131 / 261 , BCE in this minibatch:  8.67313003540039
Batch :  132 / 261 , BCE in this minibatch:  8.197797775268555
Batch :  133 / 261 , BCE in this minibatch:  17.139860153198242
Batch :  134 / 261 , BCE in this minibatch:  8.870567321777344
Batch :  135 / 261 , BCE in this minibatch:  6.994406700134277
Batch :  136 / 261 , BCE in this minibatch:  5.506100177764893
Batch :  137 / 261 , BCE in this minibatch:  11.02355670928955
Batch :  138 / 261 , BCE in this minibatch:  9.462706565856934
Batch :  139 / 261 , BCE in this minibatch:  6.525156021118164
Batch :  140 / 261 , BCE in this minibatch:  5.018733978271484
Batch :  141 / 261 , BCE in this minibatch:  7.372013092041016
Batch :  142 / 261 , BCE in this minibatch:  8.636653900146484
Batch :  143 / 261 , BCE in this minibatch:  13.834090232849121
Batch :  144 / 261 , BCE in this minibatch:  9.020018577575684
Batch :  145 / 261 , BCE in this minibatch:  5.159104824066162
Batch :  146 / 261 , BCE in this minibatch:  8.11229419708252
Batch :  147 / 261 , BCE in this minibatch:  6.057271957397461
Batch :  148 / 261 , BCE in this minibatch:  6.565664768218994
Batch :  149 / 261 , BCE in this minibatch:  5.6208906173706055
Batch :  150 / 261 , BCE in this minibatch:  5.676019668579102
Batch :  151 / 261 , BCE in this minibatch:  4.823578357696533
Batch :  152 / 261 , BCE in this minibatch:  8.004193305969238
Batch :  153 / 261 , BCE in this minibatch:  6.458554744720459
Batch :  154 / 261 , BCE in this minibatch:  4.486412048339844
Batch :  155 / 261 , BCE in this minibatch:  3.983621835708618
Batch :  156 / 261 , BCE in this minibatch:  8.738210678100586
Batch :  157 / 261 , BCE in this minibatch:  6.570683479309082
Batch :  158 / 261 , BCE in this minibatch:  14.571043968200684
Batch :  159 / 261 , BCE in this minibatch:  6.961551189422607
Batch :  160 / 261 , BCE in this minibatch:  6.88555908203125
Batch :  161 / 261 , BCE in this minibatch:  10.003745079040527
Batch :  162 / 261 , BCE in this minibatch:  6.6622138023376465
Batch :  163 / 261 , BCE in this minibatch:  7.2495903968811035
Batch :  164 / 261 , BCE in this minibatch:  14.027908325195312
Batch :  165 / 261 , BCE in this minibatch:  7.182623386383057
Batch :  166 / 261 , BCE in this minibatch:  17.365676879882812
Batch :  167 / 261 , BCE in this minibatch:  11.25124454498291
Batch :  168 / 261 , BCE in this minibatch:  11.400151252746582
Batch :  169 / 261 , BCE in this minibatch:  13.621344566345215
Batch :  170 / 261 , BCE in this minibatch:  14.663965225219727
Batch :  171 / 261 , BCE in this minibatch:  35.58103942871094
Batch :  172 / 261 , BCE in this minibatch:  36.75311279296875
Batch :  173 / 261 , BCE in this minibatch:  13.555996894836426
Batch :  174 / 261 , BCE in this minibatch:  8.11639404296875
Batch :  175 / 261 , BCE in this minibatch:  6.267566680908203
Batch :  176 / 261 , BCE in this minibatch:  7.995413303375244
Batch :  177 / 261 , BCE in this minibatch:  7.69105339050293
Batch :  178 / 261 , BCE in this minibatch:  8.827750205993652
Batch :  179 / 261 , BCE in this minibatch:  8.057938575744629
Batch :  180 / 261 , BCE in this minibatch:  8.295341491699219
Batch :  181 / 261 , BCE in this minibatch:  8.072450637817383
Batch :  182 / 261 , BCE in this minibatch:  7.020079612731934
Batch :  183 / 261 , BCE in this minibatch:  8.050963401794434
Batch :  184 / 261 , BCE in this minibatch:  12.382855415344238
Batch :  185 / 261 , BCE in this minibatch:  7.235118389129639
Batch :  186 / 261 , BCE in this minibatch:  13.803013801574707
Batch :  187 / 261 , BCE in this minibatch:  7.2388129234313965
Batch :  188 / 261 , BCE in this minibatch:  7.682929039001465
Batch :  189 / 261 , BCE in this minibatch:  6.489051342010498
Batch :  190 / 261 , BCE in this minibatch:  8.916583061218262
Batch :  191 / 261 , BCE in this minibatch:  11.863700866699219
Batch :  192 / 261 , BCE in this minibatch:  8.420750617980957
Batch :  193 / 261 , BCE in this minibatch:  9.142486572265625
Batch :  194 / 261 , BCE in this minibatch:  9.030158042907715
Batch :  195 / 261 , BCE in this minibatch:  5.9171342849731445
Batch :  196 / 261 , BCE in this minibatch:  7.130171775817871
Batch :  197 / 261 , BCE in this minibatch:  6.902855396270752
Batch :  198 / 261 , BCE in this minibatch:  10.218198776245117
Batch :  199 / 261 , BCE in this minibatch:  7.622885704040527
Batch :  200 / 261 , BCE in this minibatch:  12.743950843811035
Batch :  201 / 261 , BCE in this minibatch:  10.088065147399902
Batch :  202 / 261 , BCE in this minibatch:  11.730228424072266
Batch :  203 / 261 , BCE in this minibatch:  8.95858383178711
Batch :  204 / 261 , BCE in this minibatch:  7.729819297790527
Batch :  205 / 261 , BCE in this minibatch:  7.7574687004089355
Batch :  206 / 261 , BCE in this minibatch:  8.424970626831055
Batch :  207 / 261 , BCE in this minibatch:  8.051314353942871
Batch :  208 / 261 , BCE in this minibatch:  6.669124603271484
Batch :  209 / 261 , BCE in this minibatch:  8.512691497802734
Batch :  210 / 261 , BCE in this minibatch:  20.68088722229004
Batch :  211 / 261 , BCE in this minibatch:  25.108064651489258
Batch :  212 / 261 , BCE in this minibatch:  12.26741886138916
Batch :  213 / 261 , BCE in this minibatch:  19.695575714111328
Batch :  214 / 261 , BCE in this minibatch:  14.368535041809082
Batch :  215 / 261 , BCE in this minibatch:  5.569324970245361
Batch :  216 / 261 , BCE in this minibatch:  5.240551948547363
Batch :  217 / 261 , BCE in this minibatch:  4.733513832092285
Batch :  218 / 261 , BCE in this minibatch:  7.097484588623047
Batch :  219 / 261 , BCE in this minibatch:  7.666247367858887
Batch :  220 / 261 , BCE in this minibatch:  16.69327163696289
Batch :  221 / 261 , BCE in this minibatch:  9.593996047973633
Batch :  222 / 261 , BCE in this minibatch:  9.282468795776367
Batch :  223 / 261 , BCE in this minibatch:  6.17795467376709
Batch :  224 / 261 , BCE in this minibatch:  17.44610595703125
Batch :  225 / 261 , BCE in this minibatch:  30.07272720336914
Batch :  226 / 261 , BCE in this minibatch:  11.482114791870117
Batch :  227 / 261 , BCE in this minibatch:  6.5909295082092285
Batch :  228 / 261 , BCE in this minibatch:  9.561538696289062
Batch :  229 / 261 , BCE in this minibatch:  8.928367614746094
Batch :  230 / 261 , BCE in this minibatch:  8.440110206604004
Batch :  231 / 261 , BCE in this minibatch:  9.792917251586914
Batch :  232 / 261 , BCE in this minibatch:  8.476906776428223
Batch :  233 / 261 , BCE in this minibatch:  9.422367095947266
Batch :  234 / 261 , BCE in this minibatch:  7.1701507568359375
Batch :  235 / 261 , BCE in this minibatch:  9.58879280090332
Batch :  236 / 261 , BCE in this minibatch:  7.86420202255249
Batch :  237 / 261 , BCE in this minibatch:  6.692427158355713
Batch :  238 / 261 , BCE in this minibatch:  8.360445022583008
Batch :  239 / 261 , BCE in this minibatch:  6.685441493988037
Batch :  240 / 261 , BCE in this minibatch:  8.434679985046387
Batch :  241 / 261 , BCE in this minibatch:  6.589937686920166
Batch :  242 / 261 , BCE in this minibatch:  5.911049842834473
Batch :  243 / 261 , BCE in this minibatch:  5.037040710449219
Batch :  244 / 261 , BCE in this minibatch:  6.4106879234313965
Batch :  245 / 261 , BCE in this minibatch:  9.205717086791992
Batch :  246 / 261 , BCE in this minibatch:  7.82598352432251
Batch :  247 / 261 , BCE in this minibatch:  9.190751075744629
Batch :  248 / 261 , BCE in this minibatch:  6.496367454528809
Batch :  249 / 261 , BCE in this minibatch:  9.87755012512207
Batch :  250 / 261 , BCE in this minibatch:  8.622891426086426
Batch :  251 / 261 , BCE in this minibatch:  5.550483226776123
Batch :  252 / 261 , BCE in this minibatch:  12.185249328613281
Batch :  253 / 261 , BCE in this minibatch:  13.837871551513672
Batch :  254 / 261 , BCE in this minibatch:  14.362854957580566
Batch :  255 / 261 , BCE in this minibatch:  7.45090389251709
Batch :  256 / 261 , BCE in this minibatch:  10.75440788269043
Batch :  257 / 261 , BCE in this minibatch:  11.304826736450195
Batch :  258 / 261 , BCE in this minibatch:  8.666471481323242
Batch :  259 / 261 , BCE in this minibatch:  7.102029323577881
Batch :  260 / 261 , BCE in this minibatch:  5.5063934326171875
Batch :  261 / 261 , BCE in this minibatch:  4.99617338180542
epoch: 9  train_loss: 8.198146202555105
Batch :  1 / 261 , BCE in this minibatch:  4.369266510009766
Batch :  2 / 261 , BCE in this minibatch:  5.2554545402526855
Batch :  3 / 261 , BCE in this minibatch:  5.138226509094238
Batch :  4 / 261 , BCE in this minibatch:  5.091026306152344
Batch :  5 / 261 , BCE in this minibatch:  5.879205226898193
Batch :  6 / 261 , BCE in this minibatch:  5.587579250335693
Batch :  7 / 261 , BCE in this minibatch:  5.879517555236816
Batch :  8 / 261 , BCE in this minibatch:  5.461802959442139
Batch :  9 / 261 , BCE in this minibatch:  4.507545471191406
Batch :  10 / 261 , BCE in this minibatch:  5.239775657653809
Batch :  11 / 261 , BCE in this minibatch:  4.910120487213135
Batch :  12 / 261 , BCE in this minibatch:  5.015407085418701
Batch :  13 / 261 , BCE in this minibatch:  5.670991897583008
Batch :  14 / 261 , BCE in this minibatch:  5.560773849487305
Batch :  15 / 261 , BCE in this minibatch:  5.096524238586426
Batch :  16 / 261 , BCE in this minibatch:  5.320499897003174
Batch :  17 / 261 , BCE in this minibatch:  10.315402030944824
Batch :  18 / 261 , BCE in this minibatch:  5.302423477172852
Batch :  19 / 261 , BCE in this minibatch:  4.817079067230225
Batch :  20 / 261 , BCE in this minibatch:  4.656300067901611
Batch :  21 / 261 , BCE in this minibatch:  4.531009197235107
Batch :  22 / 261 , BCE in this minibatch:  4.572429656982422
Batch :  23 / 261 , BCE in this minibatch:  4.252460956573486
Batch :  24 / 261 , BCE in this minibatch:  5.676401138305664
Batch :  25 / 261 , BCE in this minibatch:  5.849399089813232
Batch :  26 / 261 , BCE in this minibatch:  5.4031476974487305
Batch :  27 / 261 , BCE in this minibatch:  3.8881099224090576
Batch :  28 / 261 , BCE in this minibatch:  5.4587812423706055
Batch :  29 / 261 , BCE in this minibatch:  4.503586292266846
Batch :  30 / 261 , BCE in this minibatch:  5.790621280670166
Batch :  31 / 261 , BCE in this minibatch:  4.607173919677734
Batch :  32 / 261 , BCE in this minibatch:  4.861182689666748
Batch :  33 / 261 , BCE in this minibatch:  4.715580463409424
Batch :  34 / 261 , BCE in this minibatch:  3.948838233947754
Batch :  35 / 261 , BCE in this minibatch:  7.1646270751953125
Batch :  36 / 261 , BCE in this minibatch:  4.222872257232666
Batch :  37 / 261 , BCE in this minibatch:  4.298900604248047
Batch :  38 / 261 , BCE in this minibatch:  4.141092777252197
Batch :  39 / 261 , BCE in this minibatch:  4.475358963012695
Batch :  40 / 261 , BCE in this minibatch:  5.784996032714844
Batch :  41 / 261 , BCE in this minibatch:  5.1770405769348145
Batch :  42 / 261 , BCE in this minibatch:  6.801468849182129
Batch :  43 / 261 , BCE in this minibatch:  4.5954437255859375
Batch :  44 / 261 , BCE in this minibatch:  6.078174591064453
Batch :  45 / 261 , BCE in this minibatch:  4.381947040557861
Batch :  46 / 261 , BCE in this minibatch:  5.667217254638672
Batch :  47 / 261 , BCE in this minibatch:  9.08969497680664
Batch :  48 / 261 , BCE in this minibatch:  5.238739490509033
Batch :  49 / 261 , BCE in this minibatch:  5.1398725509643555
Batch :  50 / 261 , BCE in this minibatch:  9.75004768371582
Batch :  51 / 261 , BCE in this minibatch:  5.626876354217529
Batch :  52 / 261 , BCE in this minibatch:  5.6217942237854
Batch :  53 / 261 , BCE in this minibatch:  5.063930034637451
Batch :  54 / 261 , BCE in this minibatch:  7.629499435424805
Batch :  55 / 261 , BCE in this minibatch:  6.483834743499756
Batch :  56 / 261 , BCE in this minibatch:  6.784003734588623
Batch :  57 / 261 , BCE in this minibatch:  4.984067440032959
Batch :  58 / 261 , BCE in this minibatch:  9.321151733398438
Batch :  59 / 261 , BCE in this minibatch:  5.427720546722412
Batch :  60 / 261 , BCE in this minibatch:  5.925544738769531
Batch :  61 / 261 , BCE in this minibatch:  5.247882843017578
Batch :  62 / 261 , BCE in this minibatch:  4.662960052490234
Batch :  63 / 261 , BCE in this minibatch:  4.520965099334717
Batch :  64 / 261 , BCE in this minibatch:  4.027572154998779
Batch :  65 / 261 , BCE in this minibatch:  6.088347434997559
Batch :  66 / 261 , BCE in this minibatch:  6.075087070465088
Batch :  67 / 261 , BCE in this minibatch:  8.44062614440918
Batch :  68 / 261 , BCE in this minibatch:  5.183325290679932
Batch :  69 / 261 , BCE in this minibatch:  7.254705905914307
Batch :  70 / 261 , BCE in this minibatch:  17.410961151123047
Batch :  71 / 261 , BCE in this minibatch:  5.878397464752197
Batch :  72 / 261 , BCE in this minibatch:  5.569921016693115
Batch :  73 / 261 , BCE in this minibatch:  15.338444709777832
Batch :  74 / 261 , BCE in this minibatch:  16.284364700317383
Batch :  75 / 261 , BCE in this minibatch:  5.999452114105225
Batch :  76 / 261 , BCE in this minibatch:  5.8314738273620605
Batch :  77 / 261 , BCE in this minibatch:  6.8463897705078125
Batch :  78 / 261 , BCE in this minibatch:  7.239420413970947
Batch :  79 / 261 , BCE in this minibatch:  5.17527437210083
Batch :  80 / 261 , BCE in this minibatch:  8.416254043579102
Batch :  81 / 261 , BCE in this minibatch:  6.883632659912109
Batch :  82 / 261 , BCE in this minibatch:  5.301794528961182
Batch :  83 / 261 , BCE in this minibatch:  10.466054916381836
Batch :  84 / 261 , BCE in this minibatch:  5.902905464172363
Batch :  85 / 261 , BCE in this minibatch:  6.528824806213379
Batch :  86 / 261 , BCE in this minibatch:  8.069511413574219
Batch :  87 / 261 , BCE in this minibatch:  5.646576881408691
Batch :  88 / 261 , BCE in this minibatch:  6.727926254272461
Batch :  89 / 261 , BCE in this minibatch:  5.350546836853027
Batch :  90 / 261 , BCE in this minibatch:  5.788897514343262
Batch :  91 / 261 , BCE in this minibatch:  4.533737659454346
Batch :  92 / 261 , BCE in this minibatch:  6.358464241027832
Batch :  93 / 261 , BCE in this minibatch:  9.249194145202637
Batch :  94 / 261 , BCE in this minibatch:  13.359431266784668
Batch :  95 / 261 , BCE in this minibatch:  9.94785213470459
Batch :  96 / 261 , BCE in this minibatch:  8.415021896362305
Batch :  97 / 261 , BCE in this minibatch:  10.908812522888184
Batch :  98 / 261 , BCE in this minibatch:  6.0809125900268555
Batch :  99 / 261 , BCE in this minibatch:  7.795574188232422
Batch :  100 / 261 , BCE in this minibatch:  13.447209358215332
Batch :  101 / 261 , BCE in this minibatch:  5.579346179962158
Batch :  102 / 261 , BCE in this minibatch:  5.3316144943237305
Batch :  103 / 261 , BCE in this minibatch:  7.090723514556885
Batch :  104 / 261 , BCE in this minibatch:  5.660796642303467
Batch :  105 / 261 , BCE in this minibatch:  10.226358413696289
Batch :  106 / 261 , BCE in this minibatch:  6.21469783782959
Batch :  107 / 261 , BCE in this minibatch:  6.4048333168029785
Batch :  108 / 261 , BCE in this minibatch:  4.835051536560059
Batch :  109 / 261 , BCE in this minibatch:  6.648422718048096
Batch :  110 / 261 , BCE in this minibatch:  10.767049789428711
Batch :  111 / 261 , BCE in this minibatch:  6.176084041595459
Batch :  112 / 261 , BCE in this minibatch:  8.283855438232422
Batch :  113 / 261 , BCE in this minibatch:  8.851181983947754
Batch :  114 / 261 , BCE in this minibatch:  8.069173812866211
Batch :  115 / 261 , BCE in this minibatch:  8.288393020629883
Batch :  116 / 261 , BCE in this minibatch:  6.613861560821533
Batch :  117 / 261 , BCE in this minibatch:  9.016892433166504
Batch :  118 / 261 , BCE in this minibatch:  8.437615394592285
Batch :  119 / 261 , BCE in this minibatch:  7.976606845855713
Batch :  120 / 261 , BCE in this minibatch:  8.39624309539795
Batch :  121 / 261 , BCE in this minibatch:  6.027584075927734
Batch :  122 / 261 , BCE in this minibatch:  7.895053863525391
Batch :  123 / 261 , BCE in this minibatch:  8.027958869934082
Batch :  124 / 261 , BCE in this minibatch:  4.781265735626221
Batch :  125 / 261 , BCE in this minibatch:  18.0915584564209
Batch :  126 / 261 , BCE in this minibatch:  6.672458171844482
Batch :  127 / 261 , BCE in this minibatch:  4.884373664855957
Batch :  128 / 261 , BCE in this minibatch:  7.941617012023926
Batch :  129 / 261 , BCE in this minibatch:  5.015754222869873
Batch :  130 / 261 , BCE in this minibatch:  16.233530044555664
Batch :  131 / 261 , BCE in this minibatch:  8.645890235900879
Batch :  132 / 261 , BCE in this minibatch:  8.143882751464844
Batch :  133 / 261 , BCE in this minibatch:  16.999269485473633
Batch :  134 / 261 , BCE in this minibatch:  8.79789924621582
Batch :  135 / 261 , BCE in this minibatch:  6.964277267456055
Batch :  136 / 261 , BCE in this minibatch:  5.536673545837402
Batch :  137 / 261 , BCE in this minibatch:  10.891081809997559
Batch :  138 / 261 , BCE in this minibatch:  9.36291790008545
Batch :  139 / 261 , BCE in this minibatch:  6.463603496551514
Batch :  140 / 261 , BCE in this minibatch:  5.013847351074219
Batch :  141 / 261 , BCE in this minibatch:  7.301943778991699
Batch :  142 / 261 , BCE in this minibatch:  8.581202507019043
Batch :  143 / 261 , BCE in this minibatch:  13.697757720947266
Batch :  144 / 261 , BCE in this minibatch:  8.9725980758667
Batch :  145 / 261 , BCE in this minibatch:  5.129563808441162
Batch :  146 / 261 , BCE in this minibatch:  8.11164665222168
Batch :  147 / 261 , BCE in this minibatch:  6.037611484527588
Batch :  148 / 261 , BCE in this minibatch:  6.486901760101318
Batch :  149 / 261 , BCE in this minibatch:  5.6291069984436035
Batch :  150 / 261 , BCE in this minibatch:  5.645815372467041
Batch :  151 / 261 , BCE in this minibatch:  4.78578519821167
Batch :  152 / 261 , BCE in this minibatch:  7.9176154136657715
Batch :  153 / 261 , BCE in this minibatch:  6.410479545593262
Batch :  154 / 261 , BCE in this minibatch:  4.485551357269287
Batch :  155 / 261 , BCE in this minibatch:  4.022012710571289
Batch :  156 / 261 , BCE in this minibatch:  8.638102531433105
Batch :  157 / 261 , BCE in this minibatch:  6.555131435394287
Batch :  158 / 261 , BCE in this minibatch:  14.33565902709961
Batch :  159 / 261 , BCE in this minibatch:  6.9616570472717285
Batch :  160 / 261 , BCE in this minibatch:  6.821148872375488
Batch :  161 / 261 , BCE in this minibatch:  9.883576393127441
Batch :  162 / 261 , BCE in this minibatch:  6.602667808532715
Batch :  163 / 261 , BCE in this minibatch:  7.197572231292725
Batch :  164 / 261 , BCE in this minibatch:  13.835729598999023
Batch :  165 / 261 , BCE in this minibatch:  7.146170616149902
Batch :  166 / 261 , BCE in this minibatch:  17.251867294311523
Batch :  167 / 261 , BCE in this minibatch:  11.138005256652832
Batch :  168 / 261 , BCE in this minibatch:  11.377961158752441
Batch :  169 / 261 , BCE in this minibatch:  13.5279541015625
Batch :  170 / 261 , BCE in this minibatch:  14.530435562133789
Batch :  171 / 261 , BCE in this minibatch:  35.44601821899414
Batch :  172 / 261 , BCE in this minibatch:  36.58232498168945
Batch :  173 / 261 , BCE in this minibatch:  13.45808219909668
Batch :  174 / 261 , BCE in this minibatch:  8.087048530578613
Batch :  175 / 261 , BCE in this minibatch:  6.192999362945557
Batch :  176 / 261 , BCE in this minibatch:  7.892396926879883
Batch :  177 / 261 , BCE in this minibatch:  7.548373222351074
Batch :  178 / 261 , BCE in this minibatch:  8.800856590270996
Batch :  179 / 261 , BCE in this minibatch:  8.037293434143066
Batch :  180 / 261 , BCE in this minibatch:  8.287981986999512
Batch :  181 / 261 , BCE in this minibatch:  7.984889030456543
Batch :  182 / 261 , BCE in this minibatch:  6.907194137573242
Batch :  183 / 261 , BCE in this minibatch:  7.936542510986328
Batch :  184 / 261 , BCE in this minibatch:  12.343877792358398
Batch :  185 / 261 , BCE in this minibatch:  7.130076885223389
Batch :  186 / 261 , BCE in this minibatch:  13.7752103805542
Batch :  187 / 261 , BCE in this minibatch:  7.071394443511963
Batch :  188 / 261 , BCE in this minibatch:  7.522006034851074
Batch :  189 / 261 , BCE in this minibatch:  6.313419818878174
Batch :  190 / 261 , BCE in this minibatch:  8.851774215698242
Batch :  191 / 261 , BCE in this minibatch:  11.854013442993164
Batch :  192 / 261 , BCE in this minibatch:  8.364256858825684
Batch :  193 / 261 , BCE in this minibatch:  9.024930953979492
Batch :  194 / 261 , BCE in this minibatch:  8.930898666381836
Batch :  195 / 261 , BCE in this minibatch:  5.802380084991455
Batch :  196 / 261 , BCE in this minibatch:  7.044916152954102
Batch :  197 / 261 , BCE in this minibatch:  6.8636579513549805
Batch :  198 / 261 , BCE in this minibatch:  10.155044555664062
Batch :  199 / 261 , BCE in this minibatch:  7.523045539855957
Batch :  200 / 261 , BCE in this minibatch:  12.6998929977417
Batch :  201 / 261 , BCE in this minibatch:  10.03862190246582
Batch :  202 / 261 , BCE in this minibatch:  11.672957420349121
Batch :  203 / 261 , BCE in this minibatch:  8.954720497131348
Batch :  204 / 261 , BCE in this minibatch:  7.690849304199219
Batch :  205 / 261 , BCE in this minibatch:  7.653368949890137
Batch :  206 / 261 , BCE in this minibatch:  8.328614234924316
Batch :  207 / 261 , BCE in this minibatch:  7.969422817230225
Batch :  208 / 261 , BCE in this minibatch:  6.550587177276611
Batch :  209 / 261 , BCE in this minibatch:  8.45748519897461
Batch :  210 / 261 , BCE in this minibatch:  20.536977767944336
Batch :  211 / 261 , BCE in this minibatch:  24.936279296875
Batch :  212 / 261 , BCE in this minibatch:  12.249780654907227
Batch :  213 / 261 , BCE in this minibatch:  19.585311889648438
Batch :  214 / 261 , BCE in this minibatch:  14.267989158630371
Batch :  215 / 261 , BCE in this minibatch:  5.47178840637207
Batch :  216 / 261 , BCE in this minibatch:  5.182191371917725
Batch :  217 / 261 , BCE in this minibatch:  4.745029449462891
Batch :  218 / 261 , BCE in this minibatch:  7.099745273590088
Batch :  219 / 261 , BCE in this minibatch:  7.6188201904296875
Batch :  220 / 261 , BCE in this minibatch:  16.582782745361328
Batch :  221 / 261 , BCE in this minibatch:  9.57087230682373
Batch :  222 / 261 , BCE in this minibatch:  9.237454414367676
Batch :  223 / 261 , BCE in this minibatch:  6.110062122344971
Batch :  224 / 261 , BCE in this minibatch:  17.322080612182617
Batch :  225 / 261 , BCE in this minibatch:  29.84968376159668
Batch :  226 / 261 , BCE in this minibatch:  11.428942680358887
Batch :  227 / 261 , BCE in this minibatch:  6.596667766571045
Batch :  228 / 261 , BCE in this minibatch:  9.526836395263672
Batch :  229 / 261 , BCE in this minibatch:  8.85977554321289
Batch :  230 / 261 , BCE in this minibatch:  8.428438186645508
Batch :  231 / 261 , BCE in this minibatch:  9.748908042907715
Batch :  232 / 261 , BCE in this minibatch:  8.455292701721191
Batch :  233 / 261 , BCE in this minibatch:  9.304893493652344
Batch :  234 / 261 , BCE in this minibatch:  7.117305755615234
Batch :  235 / 261 , BCE in this minibatch:  9.531622886657715
Batch :  236 / 261 , BCE in this minibatch:  7.8068037033081055
Batch :  237 / 261 , BCE in this minibatch:  6.630654335021973
Batch :  238 / 261 , BCE in this minibatch:  8.301575660705566
Batch :  239 / 261 , BCE in this minibatch:  6.68753719329834
Batch :  240 / 261 , BCE in this minibatch:  8.413485527038574
Batch :  241 / 261 , BCE in this minibatch:  6.605963230133057
Batch :  242 / 261 , BCE in this minibatch:  5.940166473388672
Batch :  243 / 261 , BCE in this minibatch:  5.045048713684082
Batch :  244 / 261 , BCE in this minibatch:  6.38240909576416
Batch :  245 / 261 , BCE in this minibatch:  9.168617248535156
Batch :  246 / 261 , BCE in this minibatch:  7.814669609069824
Batch :  247 / 261 , BCE in this minibatch:  9.168142318725586
Batch :  248 / 261 , BCE in this minibatch:  6.514806747436523
Batch :  249 / 261 , BCE in this minibatch:  9.8550386428833
Batch :  250 / 261 , BCE in this minibatch:  8.637690544128418
Batch :  251 / 261 , BCE in this minibatch:  5.523306369781494
Batch :  252 / 261 , BCE in this minibatch:  12.036989212036133
Batch :  253 / 261 , BCE in this minibatch:  13.674851417541504
Batch :  254 / 261 , BCE in this minibatch:  14.2906494140625
Batch :  255 / 261 , BCE in this minibatch:  7.464968204498291
Batch :  256 / 261 , BCE in this minibatch:  10.68209171295166
Batch :  257 / 261 , BCE in this minibatch:  11.230437278747559
Batch :  258 / 261 , BCE in this minibatch:  8.594566345214844
Batch :  259 / 261 , BCE in this minibatch:  7.064903736114502
Batch :  260 / 261 , BCE in this minibatch:  5.455060958862305
Batch :  261 / 261 , BCE in this minibatch:  4.971344470977783
epoch: 10  train_loss: 8.144136150221259
Batch :  1 / 261 , BCE in this minibatch:  4.339524269104004
Batch :  2 / 261 , BCE in this minibatch:  5.221531867980957
Batch :  3 / 261 , BCE in this minibatch:  5.148491859436035
Batch :  4 / 261 , BCE in this minibatch:  5.096690654754639
Batch :  5 / 261 , BCE in this minibatch:  5.882072925567627
Batch :  6 / 261 , BCE in this minibatch:  5.582144737243652
Batch :  7 / 261 , BCE in this minibatch:  5.840345859527588
Batch :  8 / 261 , BCE in this minibatch:  5.420696258544922
Batch :  9 / 261 , BCE in this minibatch:  4.495805740356445
Batch :  10 / 261 , BCE in this minibatch:  5.231098651885986
Batch :  11 / 261 , BCE in this minibatch:  4.895997047424316
Batch :  12 / 261 , BCE in this minibatch:  5.005796909332275
Batch :  13 / 261 , BCE in this minibatch:  5.627785682678223
Batch :  14 / 261 , BCE in this minibatch:  5.541553020477295
Batch :  15 / 261 , BCE in this minibatch:  5.061047077178955
Batch :  16 / 261 , BCE in this minibatch:  5.321779251098633
Batch :  17 / 261 , BCE in this minibatch:  10.2003812789917
Batch :  18 / 261 , BCE in this minibatch:  5.299175262451172
Batch :  19 / 261 , BCE in this minibatch:  4.782676696777344
Batch :  20 / 261 , BCE in this minibatch:  4.627526760101318
Batch :  21 / 261 , BCE in this minibatch:  4.509827136993408
Batch :  22 / 261 , BCE in this minibatch:  4.569925308227539
Batch :  23 / 261 , BCE in this minibatch:  4.219707012176514
Batch :  24 / 261 , BCE in this minibatch:  5.667948246002197
Batch :  25 / 261 , BCE in this minibatch:  5.780420780181885
Batch :  26 / 261 , BCE in this minibatch:  5.377023220062256
Batch :  27 / 261 , BCE in this minibatch:  3.900162935256958
Batch :  28 / 261 , BCE in this minibatch:  5.45098352432251
Batch :  29 / 261 , BCE in this minibatch:  4.499514102935791
Batch :  30 / 261 , BCE in this minibatch:  5.732508659362793
Batch :  31 / 261 , BCE in this minibatch:  4.553464889526367
Batch :  32 / 261 , BCE in this minibatch:  4.8550519943237305
Batch :  33 / 261 , BCE in this minibatch:  4.659850120544434
Batch :  34 / 261 , BCE in this minibatch:  3.9383106231689453
Batch :  35 / 261 , BCE in this minibatch:  7.138059616088867
Batch :  36 / 261 , BCE in this minibatch:  4.212678909301758
Batch :  37 / 261 , BCE in this minibatch:  4.274400234222412
Batch :  38 / 261 , BCE in this minibatch:  4.128263473510742
Batch :  39 / 261 , BCE in this minibatch:  4.476092338562012
Batch :  40 / 261 , BCE in this minibatch:  5.788346767425537
Batch :  41 / 261 , BCE in this minibatch:  5.181021213531494
Batch :  42 / 261 , BCE in this minibatch:  6.78682804107666
Batch :  43 / 261 , BCE in this minibatch:  4.557821273803711
Batch :  44 / 261 , BCE in this minibatch:  6.017711162567139
Batch :  45 / 261 , BCE in this minibatch:  4.379239082336426
Batch :  46 / 261 , BCE in this minibatch:  5.6659369468688965
Batch :  47 / 261 , BCE in this minibatch:  9.074125289916992
Batch :  48 / 261 , BCE in this minibatch:  5.242793083190918
Batch :  49 / 261 , BCE in this minibatch:  5.091909408569336
Batch :  50 / 261 , BCE in this minibatch:  9.719207763671875
Batch :  51 / 261 , BCE in this minibatch:  5.593305587768555
Batch :  52 / 261 , BCE in this minibatch:  5.6020965576171875
Batch :  53 / 261 , BCE in this minibatch:  5.042096138000488
Batch :  54 / 261 , BCE in this minibatch:  7.520677089691162
Batch :  55 / 261 , BCE in this minibatch:  6.4421820640563965
Batch :  56 / 261 , BCE in this minibatch:  6.752786159515381
Batch :  57 / 261 , BCE in this minibatch:  4.943485736846924
Batch :  58 / 261 , BCE in this minibatch:  9.33561897277832
Batch :  59 / 261 , BCE in this minibatch:  5.375434398651123
Batch :  60 / 261 , BCE in this minibatch:  5.899496555328369
Batch :  61 / 261 , BCE in this minibatch:  5.2161946296691895
Batch :  62 / 261 , BCE in this minibatch:  4.615790367126465
Batch :  63 / 261 , BCE in this minibatch:  4.476780414581299
Batch :  64 / 261 , BCE in this minibatch:  4.009836673736572
Batch :  65 / 261 , BCE in this minibatch:  6.063870429992676
Batch :  66 / 261 , BCE in this minibatch:  6.049750804901123
Batch :  67 / 261 , BCE in this minibatch:  8.481670379638672
Batch :  68 / 261 , BCE in this minibatch:  5.143612861633301
Batch :  69 / 261 , BCE in this minibatch:  7.267130374908447
Batch :  70 / 261 , BCE in this minibatch:  17.297542572021484
Batch :  71 / 261 , BCE in this minibatch:  5.889599800109863
Batch :  72 / 261 , BCE in this minibatch:  5.499571323394775
Batch :  73 / 261 , BCE in this minibatch:  15.318402290344238
Batch :  74 / 261 , BCE in this minibatch:  16.263399124145508
Batch :  75 / 261 , BCE in this minibatch:  5.974939346313477
Batch :  76 / 261 , BCE in this minibatch:  5.802677154541016
Batch :  77 / 261 , BCE in this minibatch:  6.809749126434326
Batch :  78 / 261 , BCE in this minibatch:  7.272989273071289
Batch :  79 / 261 , BCE in this minibatch:  5.1517767906188965
Batch :  80 / 261 , BCE in this minibatch:  8.435669898986816
Batch :  81 / 261 , BCE in this minibatch:  6.829548358917236
Batch :  82 / 261 , BCE in this minibatch:  5.2551960945129395
Batch :  83 / 261 , BCE in this minibatch:  10.431852340698242
Batch :  84 / 261 , BCE in this minibatch:  5.891511917114258
Batch :  85 / 261 , BCE in this minibatch:  6.513143539428711
Batch :  86 / 261 , BCE in this minibatch:  8.052093505859375
Batch :  87 / 261 , BCE in this minibatch:  5.610038757324219
Batch :  88 / 261 , BCE in this minibatch:  6.709954738616943
Batch :  89 / 261 , BCE in this minibatch:  5.308910369873047
Batch :  90 / 261 , BCE in this minibatch:  5.741042137145996
Batch :  91 / 261 , BCE in this minibatch:  4.524403095245361
Batch :  92 / 261 , BCE in this minibatch:  6.315738201141357
Batch :  93 / 261 , BCE in this minibatch:  9.241327285766602
Batch :  94 / 261 , BCE in this minibatch:  13.338972091674805
Batch :  95 / 261 , BCE in this minibatch:  9.874571800231934
Batch :  96 / 261 , BCE in this minibatch:  8.388962745666504
Batch :  97 / 261 , BCE in this minibatch:  10.877884864807129
Batch :  98 / 261 , BCE in this minibatch:  6.034213542938232
Batch :  99 / 261 , BCE in this minibatch:  7.768553733825684
Batch :  100 / 261 , BCE in this minibatch:  13.383842468261719
Batch :  101 / 261 , BCE in this minibatch:  5.574282646179199
Batch :  102 / 261 , BCE in this minibatch:  5.269196510314941
Batch :  103 / 261 , BCE in this minibatch:  7.018603324890137
Batch :  104 / 261 , BCE in this minibatch:  5.601194858551025
Batch :  105 / 261 , BCE in this minibatch:  10.214923858642578
Batch :  106 / 261 , BCE in this minibatch:  6.16980504989624
Batch :  107 / 261 , BCE in this minibatch:  6.344073295593262
Batch :  108 / 261 , BCE in this minibatch:  4.80839204788208
Batch :  109 / 261 , BCE in this minibatch:  6.611735820770264
Batch :  110 / 261 , BCE in this minibatch:  10.686902046203613
Batch :  111 / 261 , BCE in this minibatch:  6.1395697593688965
Batch :  112 / 261 , BCE in this minibatch:  8.277704238891602
Batch :  113 / 261 , BCE in this minibatch:  8.844101905822754
Batch :  114 / 261 , BCE in this minibatch:  8.089045524597168
Batch :  115 / 261 , BCE in this minibatch:  8.249029159545898
Batch :  116 / 261 , BCE in this minibatch:  6.565911769866943
Batch :  117 / 261 , BCE in this minibatch:  8.959537506103516
Batch :  118 / 261 , BCE in this minibatch:  8.410392761230469
Batch :  119 / 261 , BCE in this minibatch:  7.985718727111816
Batch :  120 / 261 , BCE in this minibatch:  8.35632038116455
Batch :  121 / 261 , BCE in this minibatch:  6.002010822296143
Batch :  122 / 261 , BCE in this minibatch:  7.8866095542907715
Batch :  123 / 261 , BCE in this minibatch:  8.004534721374512
Batch :  124 / 261 , BCE in this minibatch:  4.776165008544922
Batch :  125 / 261 , BCE in this minibatch:  17.94001579284668
Batch :  126 / 261 , BCE in this minibatch:  6.642314434051514
Batch :  127 / 261 , BCE in this minibatch:  4.88098669052124
Batch :  128 / 261 , BCE in this minibatch:  7.911020278930664
Batch :  129 / 261 , BCE in this minibatch:  4.964759826660156
Batch :  130 / 261 , BCE in this minibatch:  16.117015838623047
Batch :  131 / 261 , BCE in this minibatch:  8.602648735046387
Batch :  132 / 261 , BCE in this minibatch:  8.08156681060791
Batch :  133 / 261 , BCE in this minibatch:  16.879796981811523
Batch :  134 / 261 , BCE in this minibatch:  8.750306129455566
Batch :  135 / 261 , BCE in this minibatch:  6.9624247550964355
Batch :  136 / 261 , BCE in this minibatch:  5.4934000968933105
Batch :  137 / 261 , BCE in this minibatch:  10.84189510345459
Batch :  138 / 261 , BCE in this minibatch:  9.33351993560791
Batch :  139 / 261 , BCE in this minibatch:  6.457282543182373
Batch :  140 / 261 , BCE in this minibatch:  4.953129768371582
Batch :  141 / 261 , BCE in this minibatch:  7.342979907989502
Batch :  142 / 261 , BCE in this minibatch:  8.553984642028809
Batch :  143 / 261 , BCE in this minibatch:  13.631514549255371
Batch :  144 / 261 , BCE in this minibatch:  8.852017402648926
Batch :  145 / 261 , BCE in this minibatch:  5.128464698791504
Batch :  146 / 261 , BCE in this minibatch:  8.06325912475586
Batch :  147 / 261 , BCE in this minibatch:  5.968789100646973
Batch :  148 / 261 , BCE in this minibatch:  6.461736679077148
Batch :  149 / 261 , BCE in this minibatch:  5.606642723083496
Batch :  150 / 261 , BCE in this minibatch:  5.643194198608398
Batch :  151 / 261 , BCE in this minibatch:  4.77541971206665
Batch :  152 / 261 , BCE in this minibatch:  7.902482509613037
Batch :  153 / 261 , BCE in this minibatch:  6.351897239685059
Batch :  154 / 261 , BCE in this minibatch:  4.466604709625244
Batch :  155 / 261 , BCE in this minibatch:  4.026084899902344
Batch :  156 / 261 , BCE in this minibatch:  8.585555076599121
Batch :  157 / 261 , BCE in this minibatch:  6.486596584320068
Batch :  158 / 261 , BCE in this minibatch:  14.291275978088379
Batch :  159 / 261 , BCE in this minibatch:  6.89971399307251
Batch :  160 / 261 , BCE in this minibatch:  6.791019439697266
Batch :  161 / 261 , BCE in this minibatch:  9.837353706359863
Batch :  162 / 261 , BCE in this minibatch:  6.573766708374023
Batch :  163 / 261 , BCE in this minibatch:  7.160828113555908
Batch :  164 / 261 , BCE in this minibatch:  13.73885440826416
Batch :  165 / 261 , BCE in this minibatch:  7.115660667419434
Batch :  166 / 261 , BCE in this minibatch:  17.088237762451172
Batch :  167 / 261 , BCE in this minibatch:  10.995393753051758
Batch :  168 / 261 , BCE in this minibatch:  11.34386920928955
Batch :  169 / 261 , BCE in this minibatch:  13.530963897705078
Batch :  170 / 261 , BCE in this minibatch:  14.38926887512207
Batch :  171 / 261 , BCE in this minibatch:  35.34482955932617
Batch :  172 / 261 , BCE in this minibatch:  36.555843353271484
Batch :  173 / 261 , BCE in this minibatch:  13.362709045410156
Batch :  174 / 261 , BCE in this minibatch:  8.052428245544434
Batch :  175 / 261 , BCE in this minibatch:  6.195089817047119
Batch :  176 / 261 , BCE in this minibatch:  7.810769557952881
Batch :  177 / 261 , BCE in this minibatch:  7.505433082580566
Batch :  178 / 261 , BCE in this minibatch:  8.81076717376709
Batch :  179 / 261 , BCE in this minibatch:  7.988454818725586
Batch :  180 / 261 , BCE in this minibatch:  8.262207984924316
Batch :  181 / 261 , BCE in this minibatch:  7.957197189331055
Batch :  182 / 261 , BCE in this minibatch:  6.752346515655518
Batch :  183 / 261 , BCE in this minibatch:  7.862236499786377
Batch :  184 / 261 , BCE in this minibatch:  12.315802574157715
Batch :  185 / 261 , BCE in this minibatch:  7.07047176361084
Batch :  186 / 261 , BCE in this minibatch:  13.710759162902832
Batch :  187 / 261 , BCE in this minibatch:  6.930581092834473
Batch :  188 / 261 , BCE in this minibatch:  7.470640659332275
Batch :  189 / 261 , BCE in this minibatch:  6.226035118103027
Batch :  190 / 261 , BCE in this minibatch:  8.829623222351074
Batch :  191 / 261 , BCE in this minibatch:  11.846183776855469
Batch :  192 / 261 , BCE in this minibatch:  8.330506324768066
Batch :  193 / 261 , BCE in this minibatch:  8.965799331665039
Batch :  194 / 261 , BCE in this minibatch:  8.914138793945312
Batch :  195 / 261 , BCE in this minibatch:  5.716288089752197
Batch :  196 / 261 , BCE in this minibatch:  6.967690467834473
Batch :  197 / 261 , BCE in this minibatch:  6.799623489379883
Batch :  198 / 261 , BCE in this minibatch:  10.140617370605469
Batch :  199 / 261 , BCE in this minibatch:  7.5037665367126465
Batch :  200 / 261 , BCE in this minibatch:  12.646278381347656
Batch :  201 / 261 , BCE in this minibatch:  10.013117790222168
Batch :  202 / 261 , BCE in this minibatch:  11.649931907653809
Batch :  203 / 261 , BCE in this minibatch:  8.949499130249023
Batch :  204 / 261 , BCE in this minibatch:  7.672878742218018
Batch :  205 / 261 , BCE in this minibatch:  7.593376159667969
Batch :  206 / 261 , BCE in this minibatch:  8.275357246398926
Batch :  207 / 261 , BCE in this minibatch:  7.920429706573486
Batch :  208 / 261 , BCE in this minibatch:  6.549497604370117
Batch :  209 / 261 , BCE in this minibatch:  8.480669975280762
Batch :  210 / 261 , BCE in this minibatch:  20.407907485961914
Batch :  211 / 261 , BCE in this minibatch:  24.773605346679688
Batch :  212 / 261 , BCE in this minibatch:  12.211909294128418
Batch :  213 / 261 , BCE in this minibatch:  19.494367599487305
Batch :  214 / 261 , BCE in this minibatch:  14.127862930297852
Batch :  215 / 261 , BCE in this minibatch:  5.423352241516113
Batch :  216 / 261 , BCE in this minibatch:  5.178752422332764
Batch :  217 / 261 , BCE in this minibatch:  4.729492664337158
Batch :  218 / 261 , BCE in this minibatch:  7.082616329193115
Batch :  219 / 261 , BCE in this minibatch:  7.6175055503845215
Batch :  220 / 261 , BCE in this minibatch:  16.502899169921875
Batch :  221 / 261 , BCE in this minibatch:  9.524820327758789
Batch :  222 / 261 , BCE in this minibatch:  9.154278755187988
Batch :  223 / 261 , BCE in this minibatch:  6.067449569702148
Batch :  224 / 261 , BCE in this minibatch:  17.13734245300293
Batch :  225 / 261 , BCE in this minibatch:  29.61524772644043
Batch :  226 / 261 , BCE in this minibatch:  11.384029388427734
Batch :  227 / 261 , BCE in this minibatch:  6.57721471786499
Batch :  228 / 261 , BCE in this minibatch:  9.447955131530762
Batch :  229 / 261 , BCE in this minibatch:  8.822454452514648
Batch :  230 / 261 , BCE in this minibatch:  8.345163345336914
Batch :  231 / 261 , BCE in this minibatch:  9.657525062561035
Batch :  232 / 261 , BCE in this minibatch:  8.3812255859375
Batch :  233 / 261 , BCE in this minibatch:  9.29695987701416
Batch :  234 / 261 , BCE in this minibatch:  7.0354743003845215
Batch :  235 / 261 , BCE in this minibatch:  9.458446502685547
Batch :  236 / 261 , BCE in this minibatch:  7.798494815826416
Batch :  237 / 261 , BCE in this minibatch:  6.605976581573486
Batch :  238 / 261 , BCE in this minibatch:  8.265543937683105
Batch :  239 / 261 , BCE in this minibatch:  6.681267738342285
Batch :  240 / 261 , BCE in this minibatch:  8.328548431396484
Batch :  241 / 261 , BCE in this minibatch:  6.56483793258667
Batch :  242 / 261 , BCE in this minibatch:  5.899674415588379
Batch :  243 / 261 , BCE in this minibatch:  4.989274501800537
Batch :  244 / 261 , BCE in this minibatch:  6.3481855392456055
Batch :  245 / 261 , BCE in this minibatch:  9.133034706115723
Batch :  246 / 261 , BCE in this minibatch:  7.77046012878418
Batch :  247 / 261 , BCE in this minibatch:  9.144708633422852
Batch :  248 / 261 , BCE in this minibatch:  6.470771312713623
Batch :  249 / 261 , BCE in this minibatch:  9.833009719848633
Batch :  250 / 261 , BCE in this minibatch:  8.648930549621582
Batch :  251 / 261 , BCE in this minibatch:  5.54487419128418
Batch :  252 / 261 , BCE in this minibatch:  12.035421371459961
Batch :  253 / 261 , BCE in this minibatch:  13.643440246582031
Batch :  254 / 261 , BCE in this minibatch:  14.231918334960938
Batch :  255 / 261 , BCE in this minibatch:  7.440890789031982
Batch :  256 / 261 , BCE in this minibatch:  10.641765594482422
Batch :  257 / 261 , BCE in this minibatch:  11.204869270324707
Batch :  258 / 261 , BCE in this minibatch:  8.623291015625
Batch :  259 / 261 , BCE in this minibatch:  7.049709320068359
Batch :  260 / 261 , BCE in this minibatch:  5.453420639038086
Batch :  261 / 261 , BCE in this minibatch:  4.970489978790283
epoch: 11  train_loss: 8.106133984423233
Batch :  1 / 261 , BCE in this minibatch:  4.316303730010986
Batch :  2 / 261 , BCE in this minibatch:  5.2617106437683105
Batch :  3 / 261 , BCE in this minibatch:  5.127737045288086
Batch :  4 / 261 , BCE in this minibatch:  5.096277236938477
Batch :  5 / 261 , BCE in this minibatch:  5.861383438110352
Batch :  6 / 261 , BCE in this minibatch:  5.602936267852783
Batch :  7 / 261 , BCE in this minibatch:  5.836935520172119
Batch :  8 / 261 , BCE in this minibatch:  5.4502668380737305
Batch :  9 / 261 , BCE in this minibatch:  4.494547367095947
Batch :  10 / 261 , BCE in this minibatch:  5.23250150680542
Batch :  11 / 261 , BCE in this minibatch:  4.8792901039123535
Batch :  12 / 261 , BCE in this minibatch:  5.019944190979004
Batch :  13 / 261 , BCE in this minibatch:  5.6303629875183105
Batch :  14 / 261 , BCE in this minibatch:  5.513460636138916
Batch :  15 / 261 , BCE in this minibatch:  5.0555100440979
Batch :  16 / 261 , BCE in this minibatch:  5.3201751708984375
Batch :  17 / 261 , BCE in this minibatch:  10.116896629333496
Batch :  18 / 261 , BCE in this minibatch:  5.310235500335693
Batch :  19 / 261 , BCE in this minibatch:  4.7681474685668945
Batch :  20 / 261 , BCE in this minibatch:  4.624639511108398
Batch :  21 / 261 , BCE in this minibatch:  4.491531848907471
Batch :  22 / 261 , BCE in this minibatch:  4.574700832366943
Batch :  23 / 261 , BCE in this minibatch:  4.256994247436523
Batch :  24 / 261 , BCE in this minibatch:  5.661365985870361
Batch :  25 / 261 , BCE in this minibatch:  5.766558647155762
Batch :  26 / 261 , BCE in this minibatch:  5.387834072113037
Batch :  27 / 261 , BCE in this minibatch:  3.8978660106658936
Batch :  28 / 261 , BCE in this minibatch:  5.379594326019287
Batch :  29 / 261 , BCE in this minibatch:  4.458402633666992
Batch :  30 / 261 , BCE in this minibatch:  5.691235065460205
Batch :  31 / 261 , BCE in this minibatch:  4.572765350341797
Batch :  32 / 261 , BCE in this minibatch:  4.825344085693359
Batch :  33 / 261 , BCE in this minibatch:  4.6573381423950195
Batch :  34 / 261 , BCE in this minibatch:  3.9384231567382812
Batch :  35 / 261 , BCE in this minibatch:  7.111814498901367
Batch :  36 / 261 , BCE in this minibatch:  4.1907806396484375
Batch :  37 / 261 , BCE in this minibatch:  4.250418186187744
Batch :  38 / 261 , BCE in this minibatch:  4.129715442657471
Batch :  39 / 261 , BCE in this minibatch:  4.43911600112915
Batch :  40 / 261 , BCE in this minibatch:  5.7086896896362305
Batch :  41 / 261 , BCE in this minibatch:  5.134780406951904
Batch :  42 / 261 , BCE in this minibatch:  6.744290351867676
Batch :  43 / 261 , BCE in this minibatch:  4.53645133972168
Batch :  44 / 261 , BCE in this minibatch:  6.03103494644165
Batch :  45 / 261 , BCE in this minibatch:  4.349063873291016
Batch :  46 / 261 , BCE in this minibatch:  5.6220383644104
Batch :  47 / 261 , BCE in this minibatch:  9.013801574707031
Batch :  48 / 261 , BCE in this minibatch:  5.182842254638672
Batch :  49 / 261 , BCE in this minibatch:  5.102672576904297
Batch :  50 / 261 , BCE in this minibatch:  9.684320449829102
Batch :  51 / 261 , BCE in this minibatch:  5.56145715713501
Batch :  52 / 261 , BCE in this minibatch:  5.554727077484131
Batch :  53 / 261 , BCE in this minibatch:  5.034933090209961
Batch :  54 / 261 , BCE in this minibatch:  7.502240180969238
Batch :  55 / 261 , BCE in this minibatch:  6.433088302612305
Batch :  56 / 261 , BCE in this minibatch:  6.686683177947998
Batch :  57 / 261 , BCE in this minibatch:  4.922804832458496
Batch :  58 / 261 , BCE in this minibatch:  9.323029518127441
Batch :  59 / 261 , BCE in this minibatch:  5.348741054534912
Batch :  60 / 261 , BCE in this minibatch:  5.878849983215332
Batch :  61 / 261 , BCE in this minibatch:  5.159246444702148
Batch :  62 / 261 , BCE in this minibatch:  4.602041244506836
Batch :  63 / 261 , BCE in this minibatch:  4.479328155517578
Batch :  64 / 261 , BCE in this minibatch:  3.997087001800537
Batch :  65 / 261 , BCE in this minibatch:  6.025089263916016
Batch :  66 / 261 , BCE in this minibatch:  6.018011093139648
Batch :  67 / 261 , BCE in this minibatch:  8.420781135559082
Batch :  68 / 261 , BCE in this minibatch:  5.100973606109619
Batch :  69 / 261 , BCE in this minibatch:  7.250880718231201
Batch :  70 / 261 , BCE in this minibatch:  17.242961883544922
Batch :  71 / 261 , BCE in this minibatch:  5.82829475402832
Batch :  72 / 261 , BCE in this minibatch:  5.463587760925293
Batch :  73 / 261 , BCE in this minibatch:  15.260594367980957
Batch :  74 / 261 , BCE in this minibatch:  16.222082138061523
Batch :  75 / 261 , BCE in this minibatch:  5.97492790222168
Batch :  76 / 261 , BCE in this minibatch:  5.778006076812744
Batch :  77 / 261 , BCE in this minibatch:  6.757810115814209
Batch :  78 / 261 , BCE in this minibatch:  7.264199733734131
Batch :  79 / 261 , BCE in this minibatch:  5.127377033233643
Batch :  80 / 261 , BCE in this minibatch:  8.43944263458252
Batch :  81 / 261 , BCE in this minibatch:  6.837649822235107
Batch :  82 / 261 , BCE in this minibatch:  5.219754695892334
Batch :  83 / 261 , BCE in this minibatch:  10.46110725402832
Batch :  84 / 261 , BCE in this minibatch:  5.858302116394043
Batch :  85 / 261 , BCE in this minibatch:  6.519719123840332
Batch :  86 / 261 , BCE in this minibatch:  8.00181770324707
Batch :  87 / 261 , BCE in this minibatch:  5.610806465148926
Batch :  88 / 261 , BCE in this minibatch:  6.707056045532227
Batch :  89 / 261 , BCE in this minibatch:  5.287298679351807
Batch :  90 / 261 , BCE in this minibatch:  5.722635746002197
Batch :  91 / 261 , BCE in this minibatch:  4.476223468780518
Batch :  92 / 261 , BCE in this minibatch:  6.275313377380371
Batch :  93 / 261 , BCE in this minibatch:  9.244603157043457
Batch :  94 / 261 , BCE in this minibatch:  13.308835983276367
Batch :  95 / 261 , BCE in this minibatch:  9.891633987426758
Batch :  96 / 261 , BCE in this minibatch:  8.37051010131836
Batch :  97 / 261 , BCE in this minibatch:  10.864986419677734
Batch :  98 / 261 , BCE in this minibatch:  6.033618450164795
Batch :  99 / 261 , BCE in this minibatch:  7.752256393432617
Batch :  100 / 261 , BCE in this minibatch:  13.324719429016113
Batch :  101 / 261 , BCE in this minibatch:  5.553966522216797
Batch :  102 / 261 , BCE in this minibatch:  5.253769397735596
Batch :  103 / 261 , BCE in this minibatch:  7.015396595001221
Batch :  104 / 261 , BCE in this minibatch:  5.529971122741699
Batch :  105 / 261 , BCE in this minibatch:  10.140106201171875
Batch :  106 / 261 , BCE in this minibatch:  6.183207035064697
Batch :  107 / 261 , BCE in this minibatch:  6.357021808624268
Batch :  108 / 261 , BCE in this minibatch:  4.7622528076171875
Batch :  109 / 261 , BCE in this minibatch:  6.628922462463379
Batch :  110 / 261 , BCE in this minibatch:  10.682633399963379
Batch :  111 / 261 , BCE in this minibatch:  6.102478981018066
Batch :  112 / 261 , BCE in this minibatch:  8.234774589538574
Batch :  113 / 261 , BCE in this minibatch:  8.827247619628906
Batch :  114 / 261 , BCE in this minibatch:  8.046238899230957
Batch :  115 / 261 , BCE in this minibatch:  8.264439582824707
Batch :  116 / 261 , BCE in this minibatch:  6.519896984100342
Batch :  117 / 261 , BCE in this minibatch:  8.90406322479248
Batch :  118 / 261 , BCE in this minibatch:  8.407997131347656
Batch :  119 / 261 , BCE in this minibatch:  7.936897277832031
Batch :  120 / 261 , BCE in this minibatch:  8.372781753540039
Batch :  121 / 261 , BCE in this minibatch:  5.94755744934082
Batch :  122 / 261 , BCE in this minibatch:  7.871278762817383
Batch :  123 / 261 , BCE in this minibatch:  7.917752742767334
Batch :  124 / 261 , BCE in this minibatch:  4.734180450439453
Batch :  125 / 261 , BCE in this minibatch:  17.919187545776367
Batch :  126 / 261 , BCE in this minibatch:  6.602334976196289
Batch :  127 / 261 , BCE in this minibatch:  4.818370819091797
Batch :  128 / 261 , BCE in this minibatch:  7.842855453491211
Batch :  129 / 261 , BCE in this minibatch:  4.915046691894531
Batch :  130 / 261 , BCE in this minibatch:  16.070724487304688
Batch :  131 / 261 , BCE in this minibatch:  8.554844856262207
Batch :  132 / 261 , BCE in this minibatch:  8.049800872802734
Batch :  133 / 261 , BCE in this minibatch:  16.833572387695312
Batch :  134 / 261 , BCE in this minibatch:  8.685985565185547
Batch :  135 / 261 , BCE in this minibatch:  6.945662021636963
Batch :  136 / 261 , BCE in this minibatch:  5.464705944061279
Batch :  137 / 261 , BCE in this minibatch:  10.82519245147705
Batch :  138 / 261 , BCE in this minibatch:  9.319642066955566
Batch :  139 / 261 , BCE in this minibatch:  6.390664100646973
Batch :  140 / 261 , BCE in this minibatch:  4.904402256011963
Batch :  141 / 261 , BCE in this minibatch:  7.307841777801514
Batch :  142 / 261 , BCE in this minibatch:  8.494251251220703
Batch :  143 / 261 , BCE in this minibatch:  13.584637641906738
Batch :  144 / 261 , BCE in this minibatch:  8.858095169067383
Batch :  145 / 261 , BCE in this minibatch:  5.114107131958008
Batch :  146 / 261 , BCE in this minibatch:  8.038470268249512
Batch :  147 / 261 , BCE in this minibatch:  5.95211935043335
Batch :  148 / 261 , BCE in this minibatch:  6.39896821975708
Batch :  149 / 261 , BCE in this minibatch:  5.577376842498779
Batch :  150 / 261 , BCE in this minibatch:  5.617659568786621
Batch :  151 / 261 , BCE in this minibatch:  4.769194602966309
Batch :  152 / 261 , BCE in this minibatch:  7.859492301940918
Batch :  153 / 261 , BCE in this minibatch:  6.342698097229004
Batch :  154 / 261 , BCE in this minibatch:  4.441287517547607
Batch :  155 / 261 , BCE in this minibatch:  4.009861469268799
Batch :  156 / 261 , BCE in this minibatch:  8.527956008911133
Batch :  157 / 261 , BCE in this minibatch:  6.483543872833252
Batch :  158 / 261 , BCE in this minibatch:  14.219162940979004
Batch :  159 / 261 , BCE in this minibatch:  6.89224100112915
Batch :  160 / 261 , BCE in this minibatch:  6.7705559730529785
Batch :  161 / 261 , BCE in this minibatch:  9.820015907287598
Batch :  162 / 261 , BCE in this minibatch:  6.550042152404785
Batch :  163 / 261 , BCE in this minibatch:  7.152327537536621
Batch :  164 / 261 , BCE in this minibatch:  13.675423622131348
Batch :  165 / 261 , BCE in this minibatch:  7.069582462310791
Batch :  166 / 261 , BCE in this minibatch:  17.0902042388916
Batch :  167 / 261 , BCE in this minibatch:  10.947986602783203
Batch :  168 / 261 , BCE in this minibatch:  11.300741195678711
Batch :  169 / 261 , BCE in this minibatch:  13.400350570678711
Batch :  170 / 261 , BCE in this minibatch:  14.34103775024414
Batch :  171 / 261 , BCE in this minibatch:  35.142311096191406
Batch :  172 / 261 , BCE in this minibatch:  36.41767883300781
Batch :  173 / 261 , BCE in this minibatch:  13.35412311553955
Batch :  174 / 261 , BCE in this minibatch:  8.01492977142334
Batch :  175 / 261 , BCE in this minibatch:  6.180690288543701
Batch :  176 / 261 , BCE in this minibatch:  7.790436744689941
Batch :  177 / 261 , BCE in this minibatch:  7.5021467208862305
Batch :  178 / 261 , BCE in this minibatch:  8.73725700378418
Batch :  179 / 261 , BCE in this minibatch:  7.966641426086426
Batch :  180 / 261 , BCE in this minibatch:  8.23050594329834
Batch :  181 / 261 , BCE in this minibatch:  7.888677597045898
Batch :  182 / 261 , BCE in this minibatch:  6.697651386260986
Batch :  183 / 261 , BCE in this minibatch:  7.87319803237915
Batch :  184 / 261 , BCE in this minibatch:  12.27182388305664
Batch :  185 / 261 , BCE in this minibatch:  6.99928617477417
Batch :  186 / 261 , BCE in this minibatch:  13.651776313781738
Batch :  187 / 261 , BCE in this minibatch:  6.8299336433410645
Batch :  188 / 261 , BCE in this minibatch:  7.404841899871826
Batch :  189 / 261 , BCE in this minibatch:  6.169097423553467
Batch :  190 / 261 , BCE in this minibatch:  8.815530776977539
Batch :  191 / 261 , BCE in this minibatch:  11.845276832580566
Batch :  192 / 261 , BCE in this minibatch:  8.304605484008789
Batch :  193 / 261 , BCE in this minibatch:  8.915162086486816
Batch :  194 / 261 , BCE in this minibatch:  8.847718238830566
Batch :  195 / 261 , BCE in this minibatch:  5.696135997772217
Batch :  196 / 261 , BCE in this minibatch:  6.958931922912598
Batch :  197 / 261 , BCE in this minibatch:  6.793010234832764
Batch :  198 / 261 , BCE in this minibatch:  10.069425582885742
Batch :  199 / 261 , BCE in this minibatch:  7.489880561828613
Batch :  200 / 261 , BCE in this minibatch:  12.621994972229004
Batch :  201 / 261 , BCE in this minibatch:  9.957162857055664
Batch :  202 / 261 , BCE in this minibatch:  11.557394027709961
Batch :  203 / 261 , BCE in this minibatch:  8.908586502075195
Batch :  204 / 261 , BCE in this minibatch:  7.614408016204834
Batch :  205 / 261 , BCE in this minibatch:  7.5585479736328125
Batch :  206 / 261 , BCE in this minibatch:  8.244956016540527
Batch :  207 / 261 , BCE in this minibatch:  7.884083271026611
Batch :  208 / 261 , BCE in this minibatch:  6.537902355194092
Batch :  209 / 261 , BCE in this minibatch:  8.464324951171875
Batch :  210 / 261 , BCE in this minibatch:  20.345766067504883
Batch :  211 / 261 , BCE in this minibatch:  24.713117599487305
Batch :  212 / 261 , BCE in this minibatch:  12.126574516296387
Batch :  213 / 261 , BCE in this minibatch:  19.42232894897461
Batch :  214 / 261 , BCE in this minibatch:  14.046369552612305
Batch :  215 / 261 , BCE in this minibatch:  5.366316795349121
Batch :  216 / 261 , BCE in this minibatch:  5.149827003479004
Batch :  217 / 261 , BCE in this minibatch:  4.737705707550049
Batch :  218 / 261 , BCE in this minibatch:  7.082761287689209
Batch :  219 / 261 , BCE in this minibatch:  7.557807445526123
Batch :  220 / 261 , BCE in this minibatch:  16.371675491333008
Batch :  221 / 261 , BCE in this minibatch:  9.47892951965332
Batch :  222 / 261 , BCE in this minibatch:  9.135724067687988
Batch :  223 / 261 , BCE in this minibatch:  6.046463489532471
Batch :  224 / 261 , BCE in this minibatch:  17.045080184936523
Batch :  225 / 261 , BCE in this minibatch:  29.46674919128418
Batch :  226 / 261 , BCE in this minibatch:  11.357458114624023
Batch :  227 / 261 , BCE in this minibatch:  6.575291156768799
Batch :  228 / 261 , BCE in this minibatch:  9.395376205444336
Batch :  229 / 261 , BCE in this minibatch:  8.813064575195312
Batch :  230 / 261 , BCE in this minibatch:  8.371135711669922
Batch :  231 / 261 , BCE in this minibatch:  9.702642440795898
Batch :  232 / 261 , BCE in this minibatch:  8.358382225036621
Batch :  233 / 261 , BCE in this minibatch:  9.281484603881836
Batch :  234 / 261 , BCE in this minibatch:  7.012639999389648
Batch :  235 / 261 , BCE in this minibatch:  9.424607276916504
Batch :  236 / 261 , BCE in this minibatch:  7.8223443031311035
Batch :  237 / 261 , BCE in this minibatch:  6.5884318351745605
Batch :  238 / 261 , BCE in this minibatch:  8.286151885986328
Batch :  239 / 261 , BCE in this minibatch:  6.672699928283691
Batch :  240 / 261 , BCE in this minibatch:  8.328444480895996
Batch :  241 / 261 , BCE in this minibatch:  6.547839641571045
Batch :  242 / 261 , BCE in this minibatch:  5.847639083862305
Batch :  243 / 261 , BCE in this minibatch:  4.923586845397949
Batch :  244 / 261 , BCE in this minibatch:  6.280638694763184
Batch :  245 / 261 , BCE in this minibatch:  9.104230880737305
Batch :  246 / 261 , BCE in this minibatch:  7.729955196380615
Batch :  247 / 261 , BCE in this minibatch:  9.134814262390137
Batch :  248 / 261 , BCE in this minibatch:  6.460323333740234
Batch :  249 / 261 , BCE in this minibatch:  9.813382148742676
Batch :  250 / 261 , BCE in this minibatch:  8.615140914916992
Batch :  251 / 261 , BCE in this minibatch:  5.540218353271484
Batch :  252 / 261 , BCE in this minibatch:  12.010872840881348
Batch :  253 / 261 , BCE in this minibatch:  13.542326927185059
Batch :  254 / 261 , BCE in this minibatch:  14.165287017822266
Batch :  255 / 261 , BCE in this minibatch:  7.39142370223999
Batch :  256 / 261 , BCE in this minibatch:  10.60933780670166
Batch :  257 / 261 , BCE in this minibatch:  11.16501522064209
Batch :  258 / 261 , BCE in this minibatch:  8.553582191467285
Batch :  259 / 261 , BCE in this minibatch:  7.041779041290283
Batch :  260 / 261 , BCE in this minibatch:  5.427348613739014
Batch :  261 / 261 , BCE in this minibatch:  4.9999895095825195
epoch: 12  train_loss: 8.076169964910923
Batch :  1 / 261 , BCE in this minibatch:  4.318020820617676
Batch :  2 / 261 , BCE in this minibatch:  5.227933406829834
Batch :  3 / 261 , BCE in this minibatch:  5.123459815979004
Batch :  4 / 261 , BCE in this minibatch:  5.057281017303467
Batch :  5 / 261 , BCE in this minibatch:  5.881824016571045
Batch :  6 / 261 , BCE in this minibatch:  5.578348159790039
Batch :  7 / 261 , BCE in this minibatch:  5.821830749511719
Batch :  8 / 261 , BCE in this minibatch:  5.4080891609191895
Batch :  9 / 261 , BCE in this minibatch:  4.481810569763184
Batch :  10 / 261 , BCE in this minibatch:  5.245051860809326
Batch :  11 / 261 , BCE in this minibatch:  4.856564521789551
Batch :  12 / 261 , BCE in this minibatch:  4.991463661193848
Batch :  13 / 261 , BCE in this minibatch:  5.623235702514648
Batch :  14 / 261 , BCE in this minibatch:  5.538472652435303
Batch :  15 / 261 , BCE in this minibatch:  5.015261173248291
Batch :  16 / 261 , BCE in this minibatch:  5.309122562408447
Batch :  17 / 261 , BCE in this minibatch:  10.034797668457031
Batch :  18 / 261 , BCE in this minibatch:  5.300982475280762
Batch :  19 / 261 , BCE in this minibatch:  4.760949611663818
Batch :  20 / 261 , BCE in this minibatch:  4.6158576011657715
Batch :  21 / 261 , BCE in this minibatch:  4.4722371101379395
Batch :  22 / 261 , BCE in this minibatch:  4.573927879333496
Batch :  23 / 261 , BCE in this minibatch:  4.227903842926025
Batch :  24 / 261 , BCE in this minibatch:  5.627574443817139
Batch :  25 / 261 , BCE in this minibatch:  5.774356365203857
Batch :  26 / 261 , BCE in this minibatch:  5.3437275886535645
Batch :  27 / 261 , BCE in this minibatch:  3.8912343978881836
Batch :  28 / 261 , BCE in this minibatch:  5.391477108001709
Batch :  29 / 261 , BCE in this minibatch:  4.440858364105225
Batch :  30 / 261 , BCE in this minibatch:  5.681066036224365
Batch :  31 / 261 , BCE in this minibatch:  4.545874118804932
Batch :  32 / 261 , BCE in this minibatch:  4.800905227661133
Batch :  33 / 261 , BCE in this minibatch:  4.632961273193359
Batch :  34 / 261 , BCE in this minibatch:  3.940936326980591
Batch :  35 / 261 , BCE in this minibatch:  7.061481475830078
Batch :  36 / 261 , BCE in this minibatch:  4.172886371612549
Batch :  37 / 261 , BCE in this minibatch:  4.268306255340576
Batch :  38 / 261 , BCE in this minibatch:  4.138660907745361
Batch :  39 / 261 , BCE in this minibatch:  4.451298713684082
Batch :  40 / 261 , BCE in this minibatch:  5.684000492095947
Batch :  41 / 261 , BCE in this minibatch:  5.144893169403076
Batch :  42 / 261 , BCE in this minibatch:  6.717430114746094
Batch :  43 / 261 , BCE in this minibatch:  4.5090742111206055
Batch :  44 / 261 , BCE in this minibatch:  6.021960735321045
Batch :  45 / 261 , BCE in this minibatch:  4.3327860832214355
Batch :  46 / 261 , BCE in this minibatch:  5.591063022613525
Batch :  47 / 261 , BCE in this minibatch:  8.995560646057129
Batch :  48 / 261 , BCE in this minibatch:  5.176497936248779
Batch :  49 / 261 , BCE in this minibatch:  5.084987163543701
Batch :  50 / 261 , BCE in this minibatch:  9.621162414550781
Batch :  51 / 261 , BCE in this minibatch:  5.539422988891602
Batch :  52 / 261 , BCE in this minibatch:  5.510509967803955
Batch :  53 / 261 , BCE in this minibatch:  4.973903656005859
Batch :  54 / 261 , BCE in this minibatch:  7.462149620056152
Batch :  55 / 261 , BCE in this minibatch:  6.401474475860596
Batch :  56 / 261 , BCE in this minibatch:  6.687708854675293
Batch :  57 / 261 , BCE in this minibatch:  4.931342124938965
Batch :  58 / 261 , BCE in this minibatch:  9.26550006866455
Batch :  59 / 261 , BCE in this minibatch:  5.32267951965332
Batch :  60 / 261 , BCE in this minibatch:  5.879944324493408
Batch :  61 / 261 , BCE in this minibatch:  5.141987323760986
Batch :  62 / 261 , BCE in this minibatch:  4.603007793426514
Batch :  63 / 261 , BCE in this minibatch:  4.460723400115967
Batch :  64 / 261 , BCE in this minibatch:  3.9833171367645264
Batch :  65 / 261 , BCE in this minibatch:  6.0261335372924805
Batch :  66 / 261 , BCE in this minibatch:  5.985100269317627
Batch :  67 / 261 , BCE in this minibatch:  8.391496658325195
Batch :  68 / 261 , BCE in this minibatch:  5.096328258514404
Batch :  69 / 261 , BCE in this minibatch:  7.190864086151123
Batch :  70 / 261 , BCE in this minibatch:  17.21798324584961
Batch :  71 / 261 , BCE in this minibatch:  5.808440208435059
Batch :  72 / 261 , BCE in this minibatch:  5.4214043617248535
Batch :  73 / 261 , BCE in this minibatch:  15.211970329284668
Batch :  74 / 261 , BCE in this minibatch:  16.1379337310791
Batch :  75 / 261 , BCE in this minibatch:  5.928542137145996
Batch :  76 / 261 , BCE in this minibatch:  5.726335048675537
Batch :  77 / 261 , BCE in this minibatch:  6.779994010925293
Batch :  78 / 261 , BCE in this minibatch:  7.229995250701904
Batch :  79 / 261 , BCE in this minibatch:  5.088214874267578
Batch :  80 / 261 , BCE in this minibatch:  8.422636032104492
Batch :  81 / 261 , BCE in this minibatch:  6.8165154457092285
Batch :  82 / 261 , BCE in this minibatch:  5.201533794403076
Batch :  83 / 261 , BCE in this minibatch:  10.446568489074707
Batch :  84 / 261 , BCE in this minibatch:  5.826180934906006
Batch :  85 / 261 , BCE in this minibatch:  6.508555889129639
Batch :  86 / 261 , BCE in this minibatch:  8.02600383758545
Batch :  87 / 261 , BCE in this minibatch:  5.601017951965332
Batch :  88 / 261 , BCE in this minibatch:  6.713024616241455
Batch :  89 / 261 , BCE in this minibatch:  5.268415927886963
Batch :  90 / 261 , BCE in this minibatch:  5.70943546295166
Batch :  91 / 261 , BCE in this minibatch:  4.448994159698486
Batch :  92 / 261 , BCE in this minibatch:  6.228644847869873
Batch :  93 / 261 , BCE in this minibatch:  9.228445053100586
Batch :  94 / 261 , BCE in this minibatch:  13.25574016571045
Batch :  95 / 261 , BCE in this minibatch:  9.865806579589844
Batch :  96 / 261 , BCE in this minibatch:  8.448646545410156
Batch :  97 / 261 , BCE in this minibatch:  10.815132141113281
Batch :  98 / 261 , BCE in this minibatch:  6.003942012786865
Batch :  99 / 261 , BCE in this minibatch:  7.759350776672363
Batch :  100 / 261 , BCE in this minibatch:  13.332119941711426
Batch :  101 / 261 , BCE in this minibatch:  5.5555315017700195
Batch :  102 / 261 , BCE in this minibatch:  5.24911642074585
Batch :  103 / 261 , BCE in this minibatch:  6.9328694343566895
Batch :  104 / 261 , BCE in this minibatch:  5.49811315536499
Batch :  105 / 261 , BCE in this minibatch:  10.102624893188477
Batch :  106 / 261 , BCE in this minibatch:  6.188717842102051
Batch :  107 / 261 , BCE in this minibatch:  6.3225860595703125
Batch :  108 / 261 , BCE in this minibatch:  4.717350006103516
Batch :  109 / 261 , BCE in this minibatch:  6.582984447479248
Batch :  110 / 261 , BCE in this minibatch:  10.643110275268555
Batch :  111 / 261 , BCE in this minibatch:  6.0759806632995605
Batch :  112 / 261 , BCE in this minibatch:  8.224570274353027
Batch :  113 / 261 , BCE in this minibatch:  8.762639999389648
Batch :  114 / 261 , BCE in this minibatch:  7.979267597198486
Batch :  115 / 261 , BCE in this minibatch:  8.253597259521484
Batch :  116 / 261 , BCE in this minibatch:  6.5237226486206055
Batch :  117 / 261 , BCE in this minibatch:  8.943535804748535
Batch :  118 / 261 , BCE in this minibatch:  8.407243728637695
Batch :  119 / 261 , BCE in this minibatch:  7.906172752380371
Batch :  120 / 261 , BCE in this minibatch:  8.32524585723877
Batch :  121 / 261 , BCE in this minibatch:  5.952182769775391
Batch :  122 / 261 , BCE in this minibatch:  7.861814498901367
Batch :  123 / 261 , BCE in this minibatch:  7.907393932342529
Batch :  124 / 261 , BCE in this minibatch:  4.7126851081848145
Batch :  125 / 261 , BCE in this minibatch:  17.850400924682617
Batch :  126 / 261 , BCE in this minibatch:  6.57037353515625
Batch :  127 / 261 , BCE in this minibatch:  4.778931140899658
Batch :  128 / 261 , BCE in this minibatch:  7.77448844909668
Batch :  129 / 261 , BCE in this minibatch:  4.8691301345825195
Batch :  130 / 261 , BCE in this minibatch:  16.005477905273438
Batch :  131 / 261 , BCE in this minibatch:  8.534019470214844
Batch :  132 / 261 , BCE in this minibatch:  8.079863548278809
Batch :  133 / 261 , BCE in this minibatch:  16.79102325439453
Batch :  134 / 261 , BCE in this minibatch:  8.687599182128906
Batch :  135 / 261 , BCE in this minibatch:  6.908088684082031
Batch :  136 / 261 , BCE in this minibatch:  5.462039947509766
Batch :  137 / 261 , BCE in this minibatch:  10.808308601379395
Batch :  138 / 261 , BCE in this minibatch:  9.23955249786377
Batch :  139 / 261 , BCE in this minibatch:  6.322603702545166
Batch :  140 / 261 , BCE in this minibatch:  4.884000778198242
Batch :  141 / 261 , BCE in this minibatch:  7.284571170806885
Batch :  142 / 261 , BCE in this minibatch:  8.477291107177734
Batch :  143 / 261 , BCE in this minibatch:  13.522655487060547
Batch :  144 / 261 , BCE in this minibatch:  8.862512588500977
Batch :  145 / 261 , BCE in this minibatch:  5.0550360679626465
Batch :  146 / 261 , BCE in this minibatch:  7.974305629730225
Batch :  147 / 261 , BCE in this minibatch:  5.878231525421143
Batch :  148 / 261 , BCE in this minibatch:  6.3387861251831055
Batch :  149 / 261 , BCE in this minibatch:  5.541604995727539
Batch :  150 / 261 , BCE in this minibatch:  5.586320400238037
Batch :  151 / 261 , BCE in this minibatch:  4.796933650970459
Batch :  152 / 261 , BCE in this minibatch:  7.847301959991455
Batch :  153 / 261 , BCE in this minibatch:  6.320525646209717
Batch :  154 / 261 , BCE in this minibatch:  4.394458293914795
Batch :  155 / 261 , BCE in this minibatch:  3.989694118499756
Batch :  156 / 261 , BCE in this minibatch:  8.508099555969238
Batch :  157 / 261 , BCE in this minibatch:  6.444141864776611
Batch :  158 / 261 , BCE in this minibatch:  14.151039123535156
Batch :  159 / 261 , BCE in this minibatch:  6.865992069244385
Batch :  160 / 261 , BCE in this minibatch:  6.749754428863525
Batch :  161 / 261 , BCE in this minibatch:  9.799935340881348
Batch :  162 / 261 , BCE in this minibatch:  6.5245747566223145
Batch :  163 / 261 , BCE in this minibatch:  7.114067554473877
Batch :  164 / 261 , BCE in this minibatch:  13.600240707397461
Batch :  165 / 261 , BCE in this minibatch:  7.041919231414795
Batch :  166 / 261 , BCE in this minibatch:  16.928691864013672
Batch :  167 / 261 , BCE in this minibatch:  10.8372163772583
Batch :  168 / 261 , BCE in this minibatch:  11.293660163879395
Batch :  169 / 261 , BCE in this minibatch:  13.406310081481934
Batch :  170 / 261 , BCE in this minibatch:  14.260818481445312
Batch :  171 / 261 , BCE in this minibatch:  35.03278732299805
Batch :  172 / 261 , BCE in this minibatch:  36.3077392578125
Batch :  173 / 261 , BCE in this minibatch:  13.288166999816895
Batch :  174 / 261 , BCE in this minibatch:  7.9647111892700195
Batch :  175 / 261 , BCE in this minibatch:  6.143184185028076
Batch :  176 / 261 , BCE in this minibatch:  7.735986709594727
Batch :  177 / 261 , BCE in this minibatch:  7.457793712615967
Batch :  178 / 261 , BCE in this minibatch:  8.74956226348877
Batch :  179 / 261 , BCE in this minibatch:  7.957034587860107
Batch :  180 / 261 , BCE in this minibatch:  8.178394317626953
Batch :  181 / 261 , BCE in this minibatch:  7.868858337402344
Batch :  182 / 261 , BCE in this minibatch:  6.649221897125244
Batch :  183 / 261 , BCE in this minibatch:  7.8619184494018555
Batch :  184 / 261 , BCE in this minibatch:  12.282122611999512
Batch :  185 / 261 , BCE in this minibatch:  6.916248798370361
Batch :  186 / 261 , BCE in this minibatch:  13.584305763244629
Batch :  187 / 261 , BCE in this minibatch:  6.686538219451904
Batch :  188 / 261 , BCE in this minibatch:  7.374300003051758
Batch :  189 / 261 , BCE in this minibatch:  6.118563652038574
Batch :  190 / 261 , BCE in this minibatch:  8.781956672668457
Batch :  191 / 261 , BCE in this minibatch:  11.795401573181152
Batch :  192 / 261 , BCE in this minibatch:  8.316389083862305
Batch :  193 / 261 , BCE in this minibatch:  8.928096771240234
Batch :  194 / 261 , BCE in this minibatch:  8.793645858764648
Batch :  195 / 261 , BCE in this minibatch:  5.68051815032959
Batch :  196 / 261 , BCE in this minibatch:  6.910898208618164
Batch :  197 / 261 , BCE in this minibatch:  6.770866394042969
Batch :  198 / 261 , BCE in this minibatch:  10.033431053161621
Batch :  199 / 261 , BCE in this minibatch:  7.4606733322143555
Batch :  200 / 261 , BCE in this minibatch:  12.576420783996582
Batch :  201 / 261 , BCE in this minibatch:  9.96768569946289
Batch :  202 / 261 , BCE in this minibatch:  11.51034164428711
Batch :  203 / 261 , BCE in this minibatch:  8.858490943908691
Batch :  204 / 261 , BCE in this minibatch:  7.6288557052612305
Batch :  205 / 261 , BCE in this minibatch:  7.607058525085449
Batch :  206 / 261 , BCE in this minibatch:  8.181567192077637
Batch :  207 / 261 , BCE in this minibatch:  7.883182048797607
Batch :  208 / 261 , BCE in this minibatch:  6.475111484527588
Batch :  209 / 261 , BCE in this minibatch:  8.44382095336914
Batch :  210 / 261 , BCE in this minibatch:  20.216068267822266
Batch :  211 / 261 , BCE in this minibatch:  24.536352157592773
Batch :  212 / 261 , BCE in this minibatch:  12.097564697265625
Batch :  213 / 261 , BCE in this minibatch:  19.303028106689453
Batch :  214 / 261 , BCE in this minibatch:  13.882314682006836
Batch :  215 / 261 , BCE in this minibatch:  5.379571914672852
Batch :  216 / 261 , BCE in this minibatch:  5.1693854331970215
Batch :  217 / 261 , BCE in this minibatch:  4.709968566894531
Batch :  218 / 261 , BCE in this minibatch:  7.111401557922363
Batch :  219 / 261 , BCE in this minibatch:  7.587990760803223
Batch :  220 / 261 , BCE in this minibatch:  16.274147033691406
Batch :  221 / 261 , BCE in this minibatch:  9.478880882263184
Batch :  222 / 261 , BCE in this minibatch:  9.133062362670898
Batch :  223 / 261 , BCE in this minibatch:  6.0321807861328125
Batch :  224 / 261 , BCE in this minibatch:  16.954219818115234
Batch :  225 / 261 , BCE in this minibatch:  29.307043075561523
Batch :  226 / 261 , BCE in this minibatch:  11.327539443969727
Batch :  227 / 261 , BCE in this minibatch:  6.579383850097656
Batch :  228 / 261 , BCE in this minibatch:  9.374271392822266
Batch :  229 / 261 , BCE in this minibatch:  8.760941505432129
Batch :  230 / 261 , BCE in this minibatch:  8.35811710357666
Batch :  231 / 261 , BCE in this minibatch:  9.596962928771973
Batch :  232 / 261 , BCE in this minibatch:  8.339786529541016
Batch :  233 / 261 , BCE in this minibatch:  9.263025283813477
Batch :  234 / 261 , BCE in this minibatch:  6.964476585388184
Batch :  235 / 261 , BCE in this minibatch:  9.352532386779785
Batch :  236 / 261 , BCE in this minibatch:  7.79978609085083
Batch :  237 / 261 , BCE in this minibatch:  6.576363563537598
Batch :  238 / 261 , BCE in this minibatch:  8.224125862121582
Batch :  239 / 261 , BCE in this minibatch:  6.660942077636719
Batch :  240 / 261 , BCE in this minibatch:  8.28542709350586
Batch :  241 / 261 , BCE in this minibatch:  6.525925159454346
Batch :  242 / 261 , BCE in this minibatch:  5.808374881744385
Batch :  243 / 261 , BCE in this minibatch:  4.893161296844482
Batch :  244 / 261 , BCE in this minibatch:  6.304879188537598
Batch :  245 / 261 , BCE in this minibatch:  9.014387130737305
Batch :  246 / 261 , BCE in this minibatch:  7.671688079833984
Batch :  247 / 261 , BCE in this minibatch:  9.090203285217285
Batch :  248 / 261 , BCE in this minibatch:  6.456984996795654
Batch :  249 / 261 , BCE in this minibatch:  9.808171272277832
Batch :  250 / 261 , BCE in this minibatch:  8.57982063293457
Batch :  251 / 261 , BCE in this minibatch:  5.505125522613525
Batch :  252 / 261 , BCE in this minibatch:  11.981624603271484
Batch :  253 / 261 , BCE in this minibatch:  13.503595352172852
Batch :  254 / 261 , BCE in this minibatch:  14.120002746582031
Batch :  255 / 261 , BCE in this minibatch:  7.387231349945068
Batch :  256 / 261 , BCE in this minibatch:  10.595925331115723
Batch :  257 / 261 , BCE in this minibatch:  11.16627311706543
Batch :  258 / 261 , BCE in this minibatch:  8.519442558288574
Batch :  259 / 261 , BCE in this minibatch:  7.032952308654785
Batch :  260 / 261 , BCE in this minibatch:  5.442714214324951
Batch :  261 / 261 , BCE in this minibatch:  4.961680889129639
epoch: 13  train_loss: 8.046739808444318
Batch :  1 / 261 , BCE in this minibatch:  4.314793109893799
Batch :  2 / 261 , BCE in this minibatch:  5.244080543518066
Batch :  3 / 261 , BCE in this minibatch:  5.142491340637207
Batch :  4 / 261 , BCE in this minibatch:  5.030524730682373
Batch :  5 / 261 , BCE in this minibatch:  5.848433494567871
Batch :  6 / 261 , BCE in this minibatch:  5.547961711883545
Batch :  7 / 261 , BCE in this minibatch:  5.863548755645752
Batch :  8 / 261 , BCE in this minibatch:  5.408355236053467
Batch :  9 / 261 , BCE in this minibatch:  4.455653667449951
Batch :  10 / 261 , BCE in this minibatch:  5.259467601776123
Batch :  11 / 261 , BCE in this minibatch:  4.8533148765563965
Batch :  12 / 261 , BCE in this minibatch:  4.980494499206543
Batch :  13 / 261 , BCE in this minibatch:  5.626455783843994
Batch :  14 / 261 , BCE in this minibatch:  5.505482196807861
Batch :  15 / 261 , BCE in this minibatch:  5.031528472900391
Batch :  16 / 261 , BCE in this minibatch:  5.327169418334961
Batch :  17 / 261 , BCE in this minibatch:  10.029828071594238
Batch :  18 / 261 , BCE in this minibatch:  5.311318397521973
Batch :  19 / 261 , BCE in this minibatch:  4.756176471710205
Batch :  20 / 261 , BCE in this minibatch:  4.595743179321289
Batch :  21 / 261 , BCE in this minibatch:  4.487083435058594
Batch :  22 / 261 , BCE in this minibatch:  4.550021648406982
Batch :  23 / 261 , BCE in this minibatch:  4.23550271987915
Batch :  24 / 261 , BCE in this minibatch:  5.581844806671143
Batch :  25 / 261 , BCE in this minibatch:  5.748039245605469
Batch :  26 / 261 , BCE in this minibatch:  5.361461162567139
Batch :  27 / 261 , BCE in this minibatch:  3.8876612186431885
Batch :  28 / 261 , BCE in this minibatch:  5.362051963806152
Batch :  29 / 261 , BCE in this minibatch:  4.45712423324585
Batch :  30 / 261 , BCE in this minibatch:  5.715610027313232
Batch :  31 / 261 , BCE in this minibatch:  4.511631965637207
Batch :  32 / 261 , BCE in this minibatch:  4.767392158508301
Batch :  33 / 261 , BCE in this minibatch:  4.614142417907715
Batch :  34 / 261 , BCE in this minibatch:  3.932868719100952
Batch :  35 / 261 , BCE in this minibatch:  7.049759387969971
Batch :  36 / 261 , BCE in this minibatch:  4.146604537963867
Batch :  37 / 261 , BCE in this minibatch:  4.257626533508301
Batch :  38 / 261 , BCE in this minibatch:  4.126114368438721
Batch :  39 / 261 , BCE in this minibatch:  4.432834148406982
Batch :  40 / 261 , BCE in this minibatch:  5.663549423217773
Batch :  41 / 261 , BCE in this minibatch:  5.113697052001953
Batch :  42 / 261 , BCE in this minibatch:  6.655985355377197
Batch :  43 / 261 , BCE in this minibatch:  4.508825302124023
Batch :  44 / 261 , BCE in this minibatch:  6.01869010925293
Batch :  45 / 261 , BCE in this minibatch:  4.306366443634033
Batch :  46 / 261 , BCE in this minibatch:  5.599361896514893
Batch :  47 / 261 , BCE in this minibatch:  8.952275276184082
Batch :  48 / 261 , BCE in this minibatch:  5.158904075622559
Batch :  49 / 261 , BCE in this minibatch:  5.045504570007324
Batch :  50 / 261 , BCE in this minibatch:  9.586671829223633
Batch :  51 / 261 , BCE in this minibatch:  5.519593238830566
Batch :  52 / 261 , BCE in this minibatch:  5.517146110534668
Batch :  53 / 261 , BCE in this minibatch:  4.954691410064697
Batch :  54 / 261 , BCE in this minibatch:  7.436489582061768
Batch :  55 / 261 , BCE in this minibatch:  6.40480899810791
Batch :  56 / 261 , BCE in this minibatch:  6.61875581741333
Batch :  57 / 261 , BCE in this minibatch:  4.926695346832275
Batch :  58 / 261 , BCE in this minibatch:  9.249918937683105
Batch :  59 / 261 , BCE in this minibatch:  5.34385347366333
Batch :  60 / 261 , BCE in this minibatch:  5.821657657623291
Batch :  61 / 261 , BCE in this minibatch:  5.131099700927734
Batch :  62 / 261 , BCE in this minibatch:  4.593506813049316
Batch :  63 / 261 , BCE in this minibatch:  4.47246789932251
Batch :  64 / 261 , BCE in this minibatch:  3.9756083488464355
Batch :  65 / 261 , BCE in this minibatch:  6.016106605529785
Batch :  66 / 261 , BCE in this minibatch:  5.922232627868652
Batch :  67 / 261 , BCE in this minibatch:  8.33267593383789
Batch :  68 / 261 , BCE in this minibatch:  5.064619064331055
Batch :  69 / 261 , BCE in this minibatch:  7.16672945022583
Batch :  70 / 261 , BCE in this minibatch:  17.12908935546875
Batch :  71 / 261 , BCE in this minibatch:  5.782327175140381
Batch :  72 / 261 , BCE in this minibatch:  5.422948360443115
Batch :  73 / 261 , BCE in this minibatch:  15.200030326843262
Batch :  74 / 261 , BCE in this minibatch:  16.060455322265625
Batch :  75 / 261 , BCE in this minibatch:  5.905608654022217
Batch :  76 / 261 , BCE in this minibatch:  5.72313117980957
Batch :  77 / 261 , BCE in this minibatch:  6.749958515167236
Batch :  78 / 261 , BCE in this minibatch:  7.25714635848999
Batch :  79 / 261 , BCE in this minibatch:  5.054039001464844
Batch :  80 / 261 , BCE in this minibatch:  8.365903854370117
Batch :  81 / 261 , BCE in this minibatch:  6.814322471618652
Batch :  82 / 261 , BCE in this minibatch:  5.154826641082764
Batch :  83 / 261 , BCE in this minibatch:  10.48141098022461
Batch :  84 / 261 , BCE in this minibatch:  5.816582679748535
Batch :  85 / 261 , BCE in this minibatch:  6.53585958480835
Batch :  86 / 261 , BCE in this minibatch:  7.997905731201172
Batch :  87 / 261 , BCE in this minibatch:  5.563772678375244
Batch :  88 / 261 , BCE in this minibatch:  6.711381435394287
Batch :  89 / 261 , BCE in this minibatch:  5.221931457519531
Batch :  90 / 261 , BCE in this minibatch:  5.702723503112793
Batch :  91 / 261 , BCE in this minibatch:  4.430589199066162
Batch :  92 / 261 , BCE in this minibatch:  6.205078125
Batch :  93 / 261 , BCE in this minibatch:  9.218299865722656
Batch :  94 / 261 , BCE in this minibatch:  13.263273239135742
Batch :  95 / 261 , BCE in this minibatch:  9.844844818115234
Batch :  96 / 261 , BCE in this minibatch:  8.450713157653809
Batch :  97 / 261 , BCE in this minibatch:  10.815958976745605
Batch :  98 / 261 , BCE in this minibatch:  5.9827880859375
Batch :  99 / 261 , BCE in this minibatch:  7.7808990478515625
Batch :  100 / 261 , BCE in this minibatch:  13.342872619628906
Batch :  101 / 261 , BCE in this minibatch:  5.509636402130127
Batch :  102 / 261 , BCE in this minibatch:  5.2301483154296875
Batch :  103 / 261 , BCE in this minibatch:  6.917152404785156
Batch :  104 / 261 , BCE in this minibatch:  5.4312663078308105
Batch :  105 / 261 , BCE in this minibatch:  10.0990571975708
Batch :  106 / 261 , BCE in this minibatch:  6.141506671905518
Batch :  107 / 261 , BCE in this minibatch:  6.2959065437316895
Batch :  108 / 261 , BCE in this minibatch:  4.663663387298584
Batch :  109 / 261 , BCE in this minibatch:  6.570650577545166
Batch :  110 / 261 , BCE in this minibatch:  10.68497371673584
Batch :  111 / 261 , BCE in this minibatch:  6.057801723480225
Batch :  112 / 261 , BCE in this minibatch:  8.182311058044434
Batch :  113 / 261 , BCE in this minibatch:  8.737213134765625
Batch :  114 / 261 , BCE in this minibatch:  7.986632347106934
Batch :  115 / 261 , BCE in this minibatch:  8.26667594909668
Batch :  116 / 261 , BCE in this minibatch:  6.502375602722168
Batch :  117 / 261 , BCE in this minibatch:  8.925318717956543
Batch :  118 / 261 , BCE in this minibatch:  8.381165504455566
Batch :  119 / 261 , BCE in this minibatch:  7.881753444671631
Batch :  120 / 261 , BCE in this minibatch:  8.282183647155762
Batch :  121 / 261 , BCE in this minibatch:  5.901520252227783
Batch :  122 / 261 , BCE in this minibatch:  7.81227445602417
Batch :  123 / 261 , BCE in this minibatch:  7.879345893859863
Batch :  124 / 261 , BCE in this minibatch:  4.676499366760254
Batch :  125 / 261 , BCE in this minibatch:  17.87259292602539
Batch :  126 / 261 , BCE in this minibatch:  6.571536540985107
Batch :  127 / 261 , BCE in this minibatch:  4.7296271324157715
Batch :  128 / 261 , BCE in this minibatch:  7.721619129180908
Batch :  129 / 261 , BCE in this minibatch:  4.839672088623047
Batch :  130 / 261 , BCE in this minibatch:  16.05909538269043
Batch :  131 / 261 , BCE in this minibatch:  8.527576446533203
Batch :  132 / 261 , BCE in this minibatch:  8.03634262084961
Batch :  133 / 261 , BCE in this minibatch:  16.793371200561523
Batch :  134 / 261 , BCE in this minibatch:  8.710722923278809
Batch :  135 / 261 , BCE in this minibatch:  6.895932674407959
Batch :  136 / 261 , BCE in this minibatch:  5.412123203277588
Batch :  137 / 261 , BCE in this minibatch:  10.724069595336914
Batch :  138 / 261 , BCE in this minibatch:  9.224289894104004
Batch :  139 / 261 , BCE in this minibatch:  6.221325874328613
Batch :  140 / 261 , BCE in this minibatch:  4.872639179229736
Batch :  141 / 261 , BCE in this minibatch:  7.3091721534729
Batch :  142 / 261 , BCE in this minibatch:  8.460474967956543
Batch :  143 / 261 , BCE in this minibatch:  13.419267654418945
Batch :  144 / 261 , BCE in this minibatch:  8.832174301147461
Batch :  145 / 261 , BCE in this minibatch:  5.071856498718262
Batch :  146 / 261 , BCE in this minibatch:  7.974254131317139
Batch :  147 / 261 , BCE in this minibatch:  5.839928150177002
Batch :  148 / 261 , BCE in this minibatch:  6.329257011413574
Batch :  149 / 261 , BCE in this minibatch:  5.544361591339111
Batch :  150 / 261 , BCE in this minibatch:  5.557405948638916
Batch :  151 / 261 , BCE in this minibatch:  4.78182315826416
Batch :  152 / 261 , BCE in this minibatch:  7.862814426422119
Batch :  153 / 261 , BCE in this minibatch:  6.2631306648254395
Batch :  154 / 261 , BCE in this minibatch:  4.383440017700195
Batch :  155 / 261 , BCE in this minibatch:  3.959747076034546
Batch :  156 / 261 , BCE in this minibatch:  8.452247619628906
Batch :  157 / 261 , BCE in this minibatch:  6.439233779907227
Batch :  158 / 261 , BCE in this minibatch:  14.120861053466797
Batch :  159 / 261 , BCE in this minibatch:  6.843505382537842
Batch :  160 / 261 , BCE in this minibatch:  6.724616050720215
Batch :  161 / 261 , BCE in this minibatch:  9.74572467803955
Batch :  162 / 261 , BCE in this minibatch:  6.521738052368164
Batch :  163 / 261 , BCE in this minibatch:  7.089025497436523
Batch :  164 / 261 , BCE in this minibatch:  13.526813507080078
Batch :  165 / 261 , BCE in this minibatch:  7.037871837615967
Batch :  166 / 261 , BCE in this minibatch:  16.857789993286133
Batch :  167 / 261 , BCE in this minibatch:  10.757718086242676
Batch :  168 / 261 , BCE in this minibatch:  11.300716400146484
Batch :  169 / 261 , BCE in this minibatch:  13.349594116210938
Batch :  170 / 261 , BCE in this minibatch:  14.201812744140625
Batch :  171 / 261 , BCE in this minibatch:  34.94895935058594
Batch :  172 / 261 , BCE in this minibatch:  36.25986862182617
Batch :  173 / 261 , BCE in this minibatch:  13.255402565002441
Batch :  174 / 261 , BCE in this minibatch:  7.949140548706055
Batch :  175 / 261 , BCE in this minibatch:  6.120012283325195
Batch :  176 / 261 , BCE in this minibatch:  7.658786296844482
Batch :  177 / 261 , BCE in this minibatch:  7.379549980163574
Batch :  178 / 261 , BCE in this minibatch:  8.700862884521484
Batch :  179 / 261 , BCE in this minibatch:  7.873702049255371
Batch :  180 / 261 , BCE in this minibatch:  8.181778907775879
Batch :  181 / 261 , BCE in this minibatch:  7.82461404800415
Batch :  182 / 261 , BCE in this minibatch:  6.563111782073975
Batch :  183 / 261 , BCE in this minibatch:  7.820455074310303
Batch :  184 / 261 , BCE in this minibatch:  12.282407760620117
Batch :  185 / 261 , BCE in this minibatch:  6.899115085601807
Batch :  186 / 261 , BCE in this minibatch:  13.55221939086914
Batch :  187 / 261 , BCE in this minibatch:  6.658483505249023
Batch :  188 / 261 , BCE in this minibatch:  7.358016490936279
Batch :  189 / 261 , BCE in this minibatch:  6.083856582641602
Batch :  190 / 261 , BCE in this minibatch:  8.756977081298828
Batch :  191 / 261 , BCE in this minibatch:  11.8450288772583
Batch :  192 / 261 , BCE in this minibatch:  8.299753189086914
Batch :  193 / 261 , BCE in this minibatch:  8.868408203125
Batch :  194 / 261 , BCE in this minibatch:  8.778127670288086
Batch :  195 / 261 , BCE in this minibatch:  5.651549339294434
Batch :  196 / 261 , BCE in this minibatch:  6.863724231719971
Batch :  197 / 261 , BCE in this minibatch:  6.728521347045898
Batch :  198 / 261 , BCE in this minibatch:  10.002052307128906
Batch :  199 / 261 , BCE in this minibatch:  7.435577869415283
Batch :  200 / 261 , BCE in this minibatch:  12.543740272521973
Batch :  201 / 261 , BCE in this minibatch:  9.963445663452148
Batch :  202 / 261 , BCE in this minibatch:  11.47280502319336
Batch :  203 / 261 , BCE in this minibatch:  8.875052452087402
Batch :  204 / 261 , BCE in this minibatch:  7.601531505584717
Batch :  205 / 261 , BCE in this minibatch:  7.551730155944824
Batch :  206 / 261 , BCE in this minibatch:  8.177828788757324
Batch :  207 / 261 , BCE in this minibatch:  7.815395355224609
Batch :  208 / 261 , BCE in this minibatch:  6.474435329437256
Batch :  209 / 261 , BCE in this minibatch:  8.397258758544922
Batch :  210 / 261 , BCE in this minibatch:  20.136178970336914
Batch :  211 / 261 , BCE in this minibatch:  24.487192153930664
Batch :  212 / 261 , BCE in this minibatch:  12.070995330810547
Batch :  213 / 261 , BCE in this minibatch:  19.144786834716797
Batch :  214 / 261 , BCE in this minibatch:  13.813737869262695
Batch :  215 / 261 , BCE in this minibatch:  5.352494716644287
Batch :  216 / 261 , BCE in this minibatch:  5.112526893615723
Batch :  217 / 261 , BCE in this minibatch:  4.7209978103637695
Batch :  218 / 261 , BCE in this minibatch:  7.091861248016357
Batch :  219 / 261 , BCE in this minibatch:  7.569780349731445
Batch :  220 / 261 , BCE in this minibatch:  16.272254943847656
Batch :  221 / 261 , BCE in this minibatch:  9.447821617126465
Batch :  222 / 261 , BCE in this minibatch:  9.100330352783203
Batch :  223 / 261 , BCE in this minibatch:  6.028560161590576
Batch :  224 / 261 , BCE in this minibatch:  16.807767868041992
Batch :  225 / 261 , BCE in this minibatch:  29.162363052368164
Batch :  226 / 261 , BCE in this minibatch:  11.257451057434082
Batch :  227 / 261 , BCE in this minibatch:  6.541431903839111
Batch :  228 / 261 , BCE in this minibatch:  9.348759651184082
Batch :  229 / 261 , BCE in this minibatch:  8.740578651428223
Batch :  230 / 261 , BCE in this minibatch:  8.312115669250488
Batch :  231 / 261 , BCE in this minibatch:  9.535605430603027
Batch :  232 / 261 , BCE in this minibatch:  8.330498695373535
Batch :  233 / 261 , BCE in this minibatch:  9.24857234954834
Batch :  234 / 261 , BCE in this minibatch:  6.974182605743408
Batch :  235 / 261 , BCE in this minibatch:  9.3109712600708
Batch :  236 / 261 , BCE in this minibatch:  7.739549160003662
Batch :  237 / 261 , BCE in this minibatch:  6.562825679779053
Batch :  238 / 261 , BCE in this minibatch:  8.206949234008789
Batch :  239 / 261 , BCE in this minibatch:  6.645583152770996
Batch :  240 / 261 , BCE in this minibatch:  8.30627727508545
Batch :  241 / 261 , BCE in this minibatch:  6.508345603942871
Batch :  242 / 261 , BCE in this minibatch:  5.7705841064453125
Batch :  243 / 261 , BCE in this minibatch:  4.896415710449219
Batch :  244 / 261 , BCE in this minibatch:  6.246674060821533
Batch :  245 / 261 , BCE in this minibatch:  8.954307556152344
Batch :  246 / 261 , BCE in this minibatch:  7.680764675140381
Batch :  247 / 261 , BCE in this minibatch:  9.050765037536621
Batch :  248 / 261 , BCE in this minibatch:  6.425909042358398
Batch :  249 / 261 , BCE in this minibatch:  9.778977394104004
Batch :  250 / 261 , BCE in this minibatch:  8.504517555236816
Batch :  251 / 261 , BCE in this minibatch:  5.515115261077881
Batch :  252 / 261 , BCE in this minibatch:  11.898458480834961
Batch :  253 / 261 , BCE in this minibatch:  13.487228393554688
Batch :  254 / 261 , BCE in this minibatch:  14.042059898376465
Batch :  255 / 261 , BCE in this minibatch:  7.3765058517456055
Batch :  256 / 261 , BCE in this minibatch:  10.520008087158203
Batch :  257 / 261 , BCE in this minibatch:  11.134626388549805
Batch :  258 / 261 , BCE in this minibatch:  8.484025955200195
Batch :  259 / 261 , BCE in this minibatch:  6.9937520027160645
Batch :  260 / 261 , BCE in this minibatch:  5.416179656982422
Batch :  261 / 261 , BCE in this minibatch:  4.902531623840332
epoch: 14  train_loss: 8.02166032151701
Batch :  1 / 261 , BCE in this minibatch:  4.321913242340088
Batch :  2 / 261 , BCE in this minibatch:  5.25234842300415
Batch :  3 / 261 , BCE in this minibatch:  5.138072967529297
Batch :  4 / 261 , BCE in this minibatch:  5.042913436889648
Batch :  5 / 261 , BCE in this minibatch:  5.852926731109619
Batch :  6 / 261 , BCE in this minibatch:  5.573824405670166
Batch :  7 / 261 , BCE in this minibatch:  5.824121952056885
Batch :  8 / 261 , BCE in this minibatch:  5.436249256134033
Batch :  9 / 261 , BCE in this minibatch:  4.491963863372803
Batch :  10 / 261 , BCE in this minibatch:  5.288301467895508
Batch :  11 / 261 , BCE in this minibatch:  4.8585381507873535
Batch :  12 / 261 , BCE in this minibatch:  4.988081932067871
Batch :  13 / 261 , BCE in this minibatch:  5.618964672088623
Batch :  14 / 261 , BCE in this minibatch:  5.497303009033203
Batch :  15 / 261 , BCE in this minibatch:  5.013220310211182
Batch :  16 / 261 , BCE in this minibatch:  5.295229434967041
Batch :  17 / 261 , BCE in this minibatch:  9.997861862182617
Batch :  18 / 261 , BCE in this minibatch:  5.305243492126465
Batch :  19 / 261 , BCE in this minibatch:  4.731019496917725
Batch :  20 / 261 , BCE in this minibatch:  4.614055633544922
Batch :  21 / 261 , BCE in this minibatch:  4.467742443084717
Batch :  22 / 261 , BCE in this minibatch:  4.553868293762207
Batch :  23 / 261 , BCE in this minibatch:  4.2334513664245605
Batch :  24 / 261 , BCE in this minibatch:  5.592874050140381
Batch :  25 / 261 , BCE in this minibatch:  5.771242141723633
Batch :  26 / 261 , BCE in this minibatch:  5.340938568115234
Batch :  27 / 261 , BCE in this minibatch:  3.8902103900909424
Batch :  28 / 261 , BCE in this minibatch:  5.339607238769531
Batch :  29 / 261 , BCE in this minibatch:  4.456130027770996
Batch :  30 / 261 , BCE in this minibatch:  5.683228015899658
Batch :  31 / 261 , BCE in this minibatch:  4.53685998916626
Batch :  32 / 261 , BCE in this minibatch:  4.785184383392334
Batch :  33 / 261 , BCE in this minibatch:  4.6094865798950195
Batch :  34 / 261 , BCE in this minibatch:  3.9224002361297607
Batch :  35 / 261 , BCE in this minibatch:  7.041858673095703
Batch :  36 / 261 , BCE in this minibatch:  4.165668964385986
Batch :  37 / 261 , BCE in this minibatch:  4.2334513664245605
Batch :  38 / 261 , BCE in this minibatch:  4.126497745513916
Batch :  39 / 261 , BCE in this minibatch:  4.428991794586182
Batch :  40 / 261 , BCE in this minibatch:  5.664554119110107
Batch :  41 / 261 , BCE in this minibatch:  5.09118127822876
Batch :  42 / 261 , BCE in this minibatch:  6.642306804656982
Batch :  43 / 261 , BCE in this minibatch:  4.513717174530029
Batch :  44 / 261 , BCE in this minibatch:  5.966418266296387
Batch :  45 / 261 , BCE in this minibatch:  4.313817501068115
Batch :  46 / 261 , BCE in this minibatch:  5.562398433685303
Batch :  47 / 261 , BCE in this minibatch:  8.890089988708496
Batch :  48 / 261 , BCE in this minibatch:  5.144463539123535
Batch :  49 / 261 , BCE in this minibatch:  5.047277450561523
Batch :  50 / 261 , BCE in this minibatch:  9.581636428833008
Batch :  51 / 261 , BCE in this minibatch:  5.496142387390137
Batch :  52 / 261 , BCE in this minibatch:  5.477595806121826
Batch :  53 / 261 , BCE in this minibatch:  4.9359354972839355
Batch :  54 / 261 , BCE in this minibatch:  7.389834403991699
Batch :  55 / 261 , BCE in this minibatch:  6.370683670043945
Batch :  56 / 261 , BCE in this minibatch:  6.593055725097656
Batch :  57 / 261 , BCE in this minibatch:  4.8785881996154785
Batch :  58 / 261 , BCE in this minibatch:  9.224665641784668
Batch :  59 / 261 , BCE in this minibatch:  5.32453727722168
Batch :  60 / 261 , BCE in this minibatch:  5.8098039627075195
Batch :  61 / 261 , BCE in this minibatch:  5.110142230987549
Batch :  62 / 261 , BCE in this minibatch:  4.5678486824035645
Batch :  63 / 261 , BCE in this minibatch:  4.463985919952393
Batch :  64 / 261 , BCE in this minibatch:  3.955566644668579
Batch :  65 / 261 , BCE in this minibatch:  5.973786354064941
Batch :  66 / 261 , BCE in this minibatch:  5.926018238067627
Batch :  67 / 261 , BCE in this minibatch:  8.338667869567871
Batch :  68 / 261 , BCE in this minibatch:  5.068253040313721
Batch :  69 / 261 , BCE in this minibatch:  7.141169548034668
Batch :  70 / 261 , BCE in this minibatch:  17.089645385742188
Batch :  71 / 261 , BCE in this minibatch:  5.796324253082275
Batch :  72 / 261 , BCE in this minibatch:  5.45326042175293
Batch :  73 / 261 , BCE in this minibatch:  15.184319496154785
Batch :  74 / 261 , BCE in this minibatch:  16.045446395874023
Batch :  75 / 261 , BCE in this minibatch:  5.90310001373291
Batch :  76 / 261 , BCE in this minibatch:  5.694202423095703
Batch :  77 / 261 , BCE in this minibatch:  6.722249984741211
Batch :  78 / 261 , BCE in this minibatch:  7.233628749847412
Batch :  79 / 261 , BCE in this minibatch:  5.014236927032471
Batch :  80 / 261 , BCE in this minibatch:  8.388808250427246
Batch :  81 / 261 , BCE in this minibatch:  6.7518744468688965
Batch :  82 / 261 , BCE in this minibatch:  5.147208213806152
Batch :  83 / 261 , BCE in this minibatch:  10.443838119506836
Batch :  84 / 261 , BCE in this minibatch:  5.796572208404541
Batch :  85 / 261 , BCE in this minibatch:  6.505959987640381
Batch :  86 / 261 , BCE in this minibatch:  8.017498970031738
Batch :  87 / 261 , BCE in this minibatch:  5.555311679840088
Batch :  88 / 261 , BCE in this minibatch:  6.716464996337891
Batch :  89 / 261 , BCE in this minibatch:  5.221184253692627
Batch :  90 / 261 , BCE in this minibatch:  5.694097518920898
Batch :  91 / 261 , BCE in this minibatch:  4.405231475830078
Batch :  92 / 261 , BCE in this minibatch:  6.180516242980957
Batch :  93 / 261 , BCE in this minibatch:  9.22512149810791
Batch :  94 / 261 , BCE in this minibatch:  13.280603408813477
Batch :  95 / 261 , BCE in this minibatch:  9.803279876708984
Batch :  96 / 261 , BCE in this minibatch:  8.453200340270996
Batch :  97 / 261 , BCE in this minibatch:  10.78206729888916
Batch :  98 / 261 , BCE in this minibatch:  5.957014560699463
Batch :  99 / 261 , BCE in this minibatch:  7.720080375671387
Batch :  100 / 261 , BCE in this minibatch:  13.283601760864258
Batch :  101 / 261 , BCE in this minibatch:  5.503819465637207
Batch :  102 / 261 , BCE in this minibatch:  5.210418224334717
Batch :  103 / 261 , BCE in this minibatch:  6.893798351287842
Batch :  104 / 261 , BCE in this minibatch:  5.372424602508545
Batch :  105 / 261 , BCE in this minibatch:  10.093589782714844
Batch :  106 / 261 , BCE in this minibatch:  6.1052327156066895
Batch :  107 / 261 , BCE in this minibatch:  6.294054985046387
Batch :  108 / 261 , BCE in this minibatch:  4.634243965148926
Batch :  109 / 261 , BCE in this minibatch:  6.519867897033691
Batch :  110 / 261 , BCE in this minibatch:  10.660433769226074
Batch :  111 / 261 , BCE in this minibatch:  6.056774139404297
Batch :  112 / 261 , BCE in this minibatch:  8.180282592773438
Batch :  113 / 261 , BCE in this minibatch:  8.728174209594727
Batch :  114 / 261 , BCE in this minibatch:  7.930790901184082
Batch :  115 / 261 , BCE in this minibatch:  8.24213695526123
Batch :  116 / 261 , BCE in this minibatch:  6.438002109527588
Batch :  117 / 261 , BCE in this minibatch:  8.891249656677246
Batch :  118 / 261 , BCE in this minibatch:  8.380337715148926
Batch :  119 / 261 , BCE in this minibatch:  7.841635227203369
Batch :  120 / 261 , BCE in this minibatch:  8.266654014587402
Batch :  121 / 261 , BCE in this minibatch:  5.880361557006836
Batch :  122 / 261 , BCE in this minibatch:  7.854825019836426
Batch :  123 / 261 , BCE in this minibatch:  7.8836894035339355
Batch :  124 / 261 , BCE in this minibatch:  4.656424045562744
Batch :  125 / 261 , BCE in this minibatch:  17.701284408569336
Batch :  126 / 261 , BCE in this minibatch:  6.586856365203857
Batch :  127 / 261 , BCE in this minibatch:  4.758162975311279
Batch :  128 / 261 , BCE in this minibatch:  7.663871765136719
Batch :  129 / 261 , BCE in this minibatch:  4.784262657165527
Batch :  130 / 261 , BCE in this minibatch:  15.912375450134277
Batch :  131 / 261 , BCE in this minibatch:  8.527109146118164
Batch :  132 / 261 , BCE in this minibatch:  8.025312423706055
Batch :  133 / 261 , BCE in this minibatch:  16.826526641845703
Batch :  134 / 261 , BCE in this minibatch:  8.675261497497559
Batch :  135 / 261 , BCE in this minibatch:  6.94234561920166
Batch :  136 / 261 , BCE in this minibatch:  5.404575347900391
Batch :  137 / 261 , BCE in this minibatch:  10.775381088256836
Batch :  138 / 261 , BCE in this minibatch:  9.18917179107666
Batch :  139 / 261 , BCE in this minibatch:  6.246252059936523
Batch :  140 / 261 , BCE in this minibatch:  4.85041618347168
Batch :  141 / 261 , BCE in this minibatch:  7.269574165344238
Batch :  142 / 261 , BCE in this minibatch:  8.413935661315918
Batch :  143 / 261 , BCE in this minibatch:  13.347190856933594
Batch :  144 / 261 , BCE in this minibatch:  8.834687232971191
Batch :  145 / 261 , BCE in this minibatch:  5.0170464515686035
Batch :  146 / 261 , BCE in this minibatch:  7.94624137878418
Batch :  147 / 261 , BCE in this minibatch:  5.812490463256836
Batch :  148 / 261 , BCE in this minibatch:  6.303318023681641
Batch :  149 / 261 , BCE in this minibatch:  5.54066801071167
Batch :  150 / 261 , BCE in this minibatch:  5.5125813484191895
Batch :  151 / 261 , BCE in this minibatch:  4.730438709259033
Batch :  152 / 261 , BCE in this minibatch:  7.820292949676514
Batch :  153 / 261 , BCE in this minibatch:  6.245187282562256
Batch :  154 / 261 , BCE in this minibatch:  4.369408130645752
Batch :  155 / 261 , BCE in this minibatch:  3.965862512588501
Batch :  156 / 261 , BCE in this minibatch:  8.422849655151367
Batch :  157 / 261 , BCE in this minibatch:  6.423442363739014
Batch :  158 / 261 , BCE in this minibatch:  14.04015064239502
Batch :  159 / 261 , BCE in this minibatch:  6.807929039001465
Batch :  160 / 261 , BCE in this minibatch:  6.701165676116943
Batch :  161 / 261 , BCE in this minibatch:  9.72446060180664
Batch :  162 / 261 , BCE in this minibatch:  6.517205238342285
Batch :  163 / 261 , BCE in this minibatch:  7.090941429138184
Batch :  164 / 261 , BCE in this minibatch:  13.518019676208496
Batch :  165 / 261 , BCE in this minibatch:  7.013545036315918
Batch :  166 / 261 , BCE in this minibatch:  16.760530471801758
Batch :  167 / 261 , BCE in this minibatch:  10.705499649047852
Batch :  168 / 261 , BCE in this minibatch:  11.29604434967041
Batch :  169 / 261 , BCE in this minibatch:  13.337965965270996
Batch :  170 / 261 , BCE in this minibatch:  14.176433563232422
Batch :  171 / 261 , BCE in this minibatch:  34.821964263916016
Batch :  172 / 261 , BCE in this minibatch:  36.168277740478516
Batch :  173 / 261 , BCE in this minibatch:  13.271533966064453
Batch :  174 / 261 , BCE in this minibatch:  7.904992580413818
Batch :  175 / 261 , BCE in this minibatch:  6.101357460021973
Batch :  176 / 261 , BCE in this minibatch:  7.6072797775268555
Batch :  177 / 261 , BCE in this minibatch:  7.310702800750732
Batch :  178 / 261 , BCE in this minibatch:  8.63484001159668
Batch :  179 / 261 , BCE in this minibatch:  7.903829097747803
Batch :  180 / 261 , BCE in this minibatch:  8.123627662658691
Batch :  181 / 261 , BCE in this minibatch:  7.7991132736206055
Batch :  182 / 261 , BCE in this minibatch:  6.522418022155762
Batch :  183 / 261 , BCE in this minibatch:  7.771618366241455
Batch :  184 / 261 , BCE in this minibatch:  12.27597713470459
Batch :  185 / 261 , BCE in this minibatch:  6.859534740447998
Batch :  186 / 261 , BCE in this minibatch:  13.530963897705078
Batch :  187 / 261 , BCE in this minibatch:  6.603984832763672
Batch :  188 / 261 , BCE in this minibatch:  7.325068473815918
Batch :  189 / 261 , BCE in this minibatch:  6.03278112411499
Batch :  190 / 261 , BCE in this minibatch:  8.750214576721191
Batch :  191 / 261 , BCE in this minibatch:  11.786431312561035
Batch :  192 / 261 , BCE in this minibatch:  8.293484687805176
Batch :  193 / 261 , BCE in this minibatch:  8.853557586669922
Batch :  194 / 261 , BCE in this minibatch:  8.733654022216797
Batch :  195 / 261 , BCE in this minibatch:  5.607306480407715
Batch :  196 / 261 , BCE in this minibatch:  6.845880508422852
Batch :  197 / 261 , BCE in this minibatch:  6.696688652038574
Batch :  198 / 261 , BCE in this minibatch:  9.974454879760742
Batch :  199 / 261 , BCE in this minibatch:  7.413256645202637
Batch :  200 / 261 , BCE in this minibatch:  12.47824764251709
Batch :  201 / 261 , BCE in this minibatch:  9.897865295410156
Batch :  202 / 261 , BCE in this minibatch:  11.431595802307129
Batch :  203 / 261 , BCE in this minibatch:  8.840682029724121
Batch :  204 / 261 , BCE in this minibatch:  7.584659099578857
Batch :  205 / 261 , BCE in this minibatch:  7.548381805419922
Batch :  206 / 261 , BCE in this minibatch:  8.167824745178223
Batch :  207 / 261 , BCE in this minibatch:  7.84330415725708
Batch :  208 / 261 , BCE in this minibatch:  6.4323506355285645
Batch :  209 / 261 , BCE in this minibatch:  8.34359359741211
Batch :  210 / 261 , BCE in this minibatch:  20.109764099121094
Batch :  211 / 261 , BCE in this minibatch:  24.378543853759766
Batch :  212 / 261 , BCE in this minibatch:  12.026151657104492
Batch :  213 / 261 , BCE in this minibatch:  19.113174438476562
Batch :  214 / 261 , BCE in this minibatch:  13.703523635864258
Batch :  215 / 261 , BCE in this minibatch:  5.328270435333252
Batch :  216 / 261 , BCE in this minibatch:  5.093098163604736
Batch :  217 / 261 , BCE in this minibatch:  4.720373153686523
Batch :  218 / 261 , BCE in this minibatch:  7.117576599121094
Batch :  219 / 261 , BCE in this minibatch:  7.515522480010986
Batch :  220 / 261 , BCE in this minibatch:  16.160371780395508
Batch :  221 / 261 , BCE in this minibatch:  9.438258171081543
Batch :  222 / 261 , BCE in this minibatch:  9.050102233886719
Batch :  223 / 261 , BCE in this minibatch:  6.003103256225586
Batch :  224 / 261 , BCE in this minibatch:  16.800804138183594
Batch :  225 / 261 , BCE in this minibatch:  29.030288696289062
Batch :  226 / 261 , BCE in this minibatch:  11.171712875366211
Batch :  227 / 261 , BCE in this minibatch:  6.560586452484131
Batch :  228 / 261 , BCE in this minibatch:  9.369535446166992
Batch :  229 / 261 , BCE in this minibatch:  8.758519172668457
Batch :  230 / 261 , BCE in this minibatch:  8.304753303527832
Batch :  231 / 261 , BCE in this minibatch:  9.516502380371094
Batch :  232 / 261 , BCE in this minibatch:  8.30402946472168
Batch :  233 / 261 , BCE in this minibatch:  9.203838348388672
Batch :  234 / 261 , BCE in this minibatch:  6.945528507232666
Batch :  235 / 261 , BCE in this minibatch:  9.254986763000488
Batch :  236 / 261 , BCE in this minibatch:  7.686044692993164
Batch :  237 / 261 , BCE in this minibatch:  6.512752056121826
Batch :  238 / 261 , BCE in this minibatch:  8.134305000305176
Batch :  239 / 261 , BCE in this minibatch:  6.608395576477051
Batch :  240 / 261 , BCE in this minibatch:  8.227788925170898
Batch :  241 / 261 , BCE in this minibatch:  6.452150344848633
Batch :  242 / 261 , BCE in this minibatch:  5.770420551300049
Batch :  243 / 261 , BCE in this minibatch:  4.8654608726501465
Batch :  244 / 261 , BCE in this minibatch:  6.241190433502197
Batch :  245 / 261 , BCE in this minibatch:  8.92400074005127
Batch :  246 / 261 , BCE in this minibatch:  7.671865463256836
Batch :  247 / 261 , BCE in this minibatch:  9.027368545532227
Batch :  248 / 261 , BCE in this minibatch:  6.4103546142578125
Batch :  249 / 261 , BCE in this minibatch:  9.732610702514648
Batch :  250 / 261 , BCE in this minibatch:  8.42396068572998
Batch :  251 / 261 , BCE in this minibatch:  5.50958776473999
Batch :  252 / 261 , BCE in this minibatch:  11.861259460449219
Batch :  253 / 261 , BCE in this minibatch:  13.38817310333252
Batch :  254 / 261 , BCE in this minibatch:  13.980018615722656
Batch :  255 / 261 , BCE in this minibatch:  7.346513271331787
Batch :  256 / 261 , BCE in this minibatch:  10.490574836730957
Batch :  257 / 261 , BCE in this minibatch:  11.083335876464844
Batch :  258 / 261 , BCE in this minibatch:  8.472874641418457
Batch :  259 / 261 , BCE in this minibatch:  6.946988582611084
Batch :  260 / 261 , BCE in this minibatch:  5.418986797332764
Batch :  261 / 261 , BCE in this minibatch:  4.92417049407959
epoch: 15  train_loss: 7.998041388632237
Batch :  1 / 261 , BCE in this minibatch:  4.301831245422363
Batch :  2 / 261 , BCE in this minibatch:  5.22307014465332
Batch :  3 / 261 , BCE in this minibatch:  5.138275623321533
Batch :  4 / 261 , BCE in this minibatch:  5.052165985107422
Batch :  5 / 261 , BCE in this minibatch:  5.847465991973877
Batch :  6 / 261 , BCE in this minibatch:  5.567405700683594
Batch :  7 / 261 , BCE in this minibatch:  5.820776462554932
Batch :  8 / 261 , BCE in this minibatch:  5.395679950714111
Batch :  9 / 261 , BCE in this minibatch:  4.477126598358154
Batch :  10 / 261 , BCE in this minibatch:  5.272676944732666
Batch :  11 / 261 , BCE in this minibatch:  4.874165058135986
Batch :  12 / 261 , BCE in this minibatch:  4.988549709320068
Batch :  13 / 261 , BCE in this minibatch:  5.624322891235352
Batch :  14 / 261 , BCE in this minibatch:  5.480301856994629
Batch :  15 / 261 , BCE in this minibatch:  5.0294036865234375
Batch :  16 / 261 , BCE in this minibatch:  5.315400123596191
Batch :  17 / 261 , BCE in this minibatch:  9.943641662597656
Batch :  18 / 261 , BCE in this minibatch:  5.309502601623535
Batch :  19 / 261 , BCE in this minibatch:  4.744292259216309
Batch :  20 / 261 , BCE in this minibatch:  4.606161117553711
Batch :  21 / 261 , BCE in this minibatch:  4.475399017333984
Batch :  22 / 261 , BCE in this minibatch:  4.586462497711182
Batch :  23 / 261 , BCE in this minibatch:  4.250933647155762
Batch :  24 / 261 , BCE in this minibatch:  5.572491645812988
Batch :  25 / 261 , BCE in this minibatch:  5.749495029449463
Batch :  26 / 261 , BCE in this minibatch:  5.3401384353637695
Batch :  27 / 261 , BCE in this minibatch:  3.8923842906951904
Batch :  28 / 261 , BCE in this minibatch:  5.336237907409668
Batch :  29 / 261 , BCE in this minibatch:  4.438386917114258
Batch :  30 / 261 , BCE in this minibatch:  5.671618938446045
Batch :  31 / 261 , BCE in this minibatch:  4.507847785949707
Batch :  32 / 261 , BCE in this minibatch:  4.764267921447754
Batch :  33 / 261 , BCE in this minibatch:  4.58919620513916
Batch :  34 / 261 , BCE in this minibatch:  3.8920786380767822
Batch :  35 / 261 , BCE in this minibatch:  7.028608322143555
Batch :  36 / 261 , BCE in this minibatch:  4.157504558563232
Batch :  37 / 261 , BCE in this minibatch:  4.254793167114258
Batch :  38 / 261 , BCE in this minibatch:  4.138133525848389
Batch :  39 / 261 , BCE in this minibatch:  4.428976535797119
Batch :  40 / 261 , BCE in this minibatch:  5.643985271453857
Batch :  41 / 261 , BCE in this minibatch:  5.086317539215088
Batch :  42 / 261 , BCE in this minibatch:  6.650186538696289
Batch :  43 / 261 , BCE in this minibatch:  4.489961624145508
Batch :  44 / 261 , BCE in this minibatch:  5.977203845977783
Batch :  45 / 261 , BCE in this minibatch:  4.303406715393066
Batch :  46 / 261 , BCE in this minibatch:  5.531520366668701
Batch :  47 / 261 , BCE in this minibatch:  8.845293998718262
Batch :  48 / 261 , BCE in this minibatch:  5.164212703704834
Batch :  49 / 261 , BCE in this minibatch:  5.037116050720215
Batch :  50 / 261 , BCE in this minibatch:  9.536857604980469
Batch :  51 / 261 , BCE in this minibatch:  5.464354515075684
Batch :  52 / 261 , BCE in this minibatch:  5.437784194946289
Batch :  53 / 261 , BCE in this minibatch:  4.919470310211182
Batch :  54 / 261 , BCE in this minibatch:  7.333503246307373
Batch :  55 / 261 , BCE in this minibatch:  6.377687454223633
Batch :  56 / 261 , BCE in this minibatch:  6.551753997802734
Batch :  57 / 261 , BCE in this minibatch:  4.880085468292236
Batch :  58 / 261 , BCE in this minibatch:  9.172521591186523
Batch :  59 / 261 , BCE in this minibatch:  5.300180435180664
Batch :  60 / 261 , BCE in this minibatch:  5.8013434410095215
Batch :  61 / 261 , BCE in this minibatch:  5.115523815155029
Batch :  62 / 261 , BCE in this minibatch:  4.554646968841553
Batch :  63 / 261 , BCE in this minibatch:  4.428103446960449
Batch :  64 / 261 , BCE in this minibatch:  3.9630990028381348
Batch :  65 / 261 , BCE in this minibatch:  5.9578962326049805
Batch :  66 / 261 , BCE in this minibatch:  5.880154609680176
Batch :  67 / 261 , BCE in this minibatch:  8.2879638671875
Batch :  68 / 261 , BCE in this minibatch:  5.0486555099487305
Batch :  69 / 261 , BCE in this minibatch:  7.114990711212158
Batch :  70 / 261 , BCE in this minibatch:  16.98617172241211
Batch :  71 / 261 , BCE in this minibatch:  5.729856967926025
Batch :  72 / 261 , BCE in this minibatch:  5.407795429229736
Batch :  73 / 261 , BCE in this minibatch:  15.117681503295898
Batch :  74 / 261 , BCE in this minibatch:  15.902010917663574
Batch :  75 / 261 , BCE in this minibatch:  5.893890857696533
Batch :  76 / 261 , BCE in this minibatch:  5.650048732757568
Batch :  77 / 261 , BCE in this minibatch:  6.707444190979004
Batch :  78 / 261 , BCE in this minibatch:  7.211709976196289
Batch :  79 / 261 , BCE in this minibatch:  5.001124858856201
Batch :  80 / 261 , BCE in this minibatch:  8.369524955749512
Batch :  81 / 261 , BCE in this minibatch:  6.767841815948486
Batch :  82 / 261 , BCE in this minibatch:  5.115379810333252
Batch :  83 / 261 , BCE in this minibatch:  10.43730354309082
Batch :  84 / 261 , BCE in this minibatch:  5.76567268371582
Batch :  85 / 261 , BCE in this minibatch:  6.4869842529296875
Batch :  86 / 261 , BCE in this minibatch:  7.969782829284668
Batch :  87 / 261 , BCE in this minibatch:  5.516014575958252
Batch :  88 / 261 , BCE in this minibatch:  6.703830242156982
Batch :  89 / 261 , BCE in this minibatch:  5.212692737579346
Batch :  90 / 261 , BCE in this minibatch:  5.667964935302734
Batch :  91 / 261 , BCE in this minibatch:  4.406369686126709
Batch :  92 / 261 , BCE in this minibatch:  6.164450645446777
Batch :  93 / 261 , BCE in this minibatch:  9.19517993927002
Batch :  94 / 261 , BCE in this minibatch:  13.198122024536133
Batch :  95 / 261 , BCE in this minibatch:  9.792136192321777
Batch :  96 / 261 , BCE in this minibatch:  8.415850639343262
Batch :  97 / 261 , BCE in this minibatch:  10.786815643310547
Batch :  98 / 261 , BCE in this minibatch:  5.964049339294434
Batch :  99 / 261 , BCE in this minibatch:  7.7821855545043945
Batch :  100 / 261 , BCE in this minibatch:  13.326980590820312
Batch :  101 / 261 , BCE in this minibatch:  5.517212390899658
Batch :  102 / 261 , BCE in this minibatch:  5.183333873748779
Batch :  103 / 261 , BCE in this minibatch:  6.8429179191589355
Batch :  104 / 261 , BCE in this minibatch:  5.371841907501221
Batch :  105 / 261 , BCE in this minibatch:  10.04483413696289
Batch :  106 / 261 , BCE in this minibatch:  6.0949482917785645
Batch :  107 / 261 , BCE in this minibatch:  6.26667594909668
Batch :  108 / 261 , BCE in this minibatch:  4.6163129806518555
Batch :  109 / 261 , BCE in this minibatch:  6.513077735900879
Batch :  110 / 261 , BCE in this minibatch:  10.635117530822754
Batch :  111 / 261 , BCE in this minibatch:  6.014789581298828
Batch :  112 / 261 , BCE in this minibatch:  8.155197143554688
Batch :  113 / 261 , BCE in this minibatch:  8.699699401855469
Batch :  114 / 261 , BCE in this minibatch:  7.941856384277344
Batch :  115 / 261 , BCE in this minibatch:  8.213655471801758
Batch :  116 / 261 , BCE in this minibatch:  6.421087741851807
Batch :  117 / 261 , BCE in this minibatch:  8.816267967224121
Batch :  118 / 261 , BCE in this minibatch:  8.374299049377441
Batch :  119 / 261 , BCE in this minibatch:  7.783499240875244
Batch :  120 / 261 , BCE in this minibatch:  8.258062362670898
Batch :  121 / 261 , BCE in this minibatch:  5.838449478149414
Batch :  122 / 261 , BCE in this minibatch:  7.799288272857666
Batch :  123 / 261 , BCE in this minibatch:  7.878010272979736
Batch :  124 / 261 , BCE in this minibatch:  4.62816858291626
Batch :  125 / 261 , BCE in this minibatch:  17.67030143737793
Batch :  126 / 261 , BCE in this minibatch:  6.555777549743652
Batch :  127 / 261 , BCE in this minibatch:  4.717724323272705
Batch :  128 / 261 , BCE in this minibatch:  7.645526885986328
Batch :  129 / 261 , BCE in this minibatch:  4.775519371032715
Batch :  130 / 261 , BCE in this minibatch:  15.85163402557373
Batch :  131 / 261 , BCE in this minibatch:  8.486860275268555
Batch :  132 / 261 , BCE in this minibatch:  8.008025169372559
Batch :  133 / 261 , BCE in this minibatch:  16.747514724731445
Batch :  134 / 261 , BCE in this minibatch:  8.672506332397461
Batch :  135 / 261 , BCE in this minibatch:  6.889933109283447
Batch :  136 / 261 , BCE in this minibatch:  5.401157379150391
Batch :  137 / 261 , BCE in this minibatch:  10.716798782348633
Batch :  138 / 261 , BCE in this minibatch:  9.174501419067383
Batch :  139 / 261 , BCE in this minibatch:  6.2157511711120605
Batch :  140 / 261 , BCE in this minibatch:  4.819330215454102
Batch :  141 / 261 , BCE in this minibatch:  7.224785327911377
Batch :  142 / 261 , BCE in this minibatch:  8.411314010620117
Batch :  143 / 261 , BCE in this minibatch:  13.354098320007324
Batch :  144 / 261 , BCE in this minibatch:  8.762805938720703
Batch :  145 / 261 , BCE in this minibatch:  4.984861850738525
Batch :  146 / 261 , BCE in this minibatch:  7.899514675140381
Batch :  147 / 261 , BCE in this minibatch:  5.790520668029785
Batch :  148 / 261 , BCE in this minibatch:  6.331665992736816
Batch :  149 / 261 , BCE in this minibatch:  5.521432876586914
Batch :  150 / 261 , BCE in this minibatch:  5.523191928863525
Batch :  151 / 261 , BCE in this minibatch:  4.723033428192139
Batch :  152 / 261 , BCE in this minibatch:  7.755796432495117
Batch :  153 / 261 , BCE in this minibatch:  6.226687431335449
Batch :  154 / 261 , BCE in this minibatch:  4.314181327819824
Batch :  155 / 261 , BCE in this minibatch:  3.9093616008758545
Batch :  156 / 261 , BCE in this minibatch:  8.395068168640137
Batch :  157 / 261 , BCE in this minibatch:  6.4113688468933105
Batch :  158 / 261 , BCE in this minibatch:  14.02365779876709
Batch :  159 / 261 , BCE in this minibatch:  6.756293773651123
Batch :  160 / 261 , BCE in this minibatch:  6.6749725341796875
Batch :  161 / 261 , BCE in this minibatch:  9.716812133789062
Batch :  162 / 261 , BCE in this minibatch:  6.488330364227295
Batch :  163 / 261 , BCE in this minibatch:  7.074215412139893
Batch :  164 / 261 , BCE in this minibatch:  13.453422546386719
Batch :  165 / 261 , BCE in this minibatch:  6.947242736816406
Batch :  166 / 261 , BCE in this minibatch:  16.720129013061523
Batch :  167 / 261 , BCE in this minibatch:  10.695940017700195
Batch :  168 / 261 , BCE in this minibatch:  11.291573524475098
Batch :  169 / 261 , BCE in this minibatch:  13.249056816101074
Batch :  170 / 261 , BCE in this minibatch:  14.132265090942383
Batch :  171 / 261 , BCE in this minibatch:  34.68819046020508
Batch :  172 / 261 , BCE in this minibatch:  36.03506088256836
Batch :  173 / 261 , BCE in this minibatch:  13.240418434143066
Batch :  174 / 261 , BCE in this minibatch:  7.872583866119385
Batch :  175 / 261 , BCE in this minibatch:  6.072633266448975
Batch :  176 / 261 , BCE in this minibatch:  7.587805271148682
Batch :  177 / 261 , BCE in this minibatch:  7.261837005615234
Batch :  178 / 261 , BCE in this minibatch:  8.613381385803223
Batch :  179 / 261 , BCE in this minibatch:  7.848225116729736
Batch :  180 / 261 , BCE in this minibatch:  8.081125259399414
Batch :  181 / 261 , BCE in this minibatch:  7.797699451446533
Batch :  182 / 261 , BCE in this minibatch:  6.481691360473633
Batch :  183 / 261 , BCE in this minibatch:  7.800746917724609
Batch :  184 / 261 , BCE in this minibatch:  12.26841926574707
Batch :  185 / 261 , BCE in this minibatch:  6.843316078186035
Batch :  186 / 261 , BCE in this minibatch:  13.506148338317871
Batch :  187 / 261 , BCE in this minibatch:  6.562587738037109
Batch :  188 / 261 , BCE in this minibatch:  7.304745674133301
Batch :  189 / 261 , BCE in this minibatch:  6.012362480163574
Batch :  190 / 261 , BCE in this minibatch:  8.728181838989258
Batch :  191 / 261 , BCE in this minibatch:  11.797884941101074
Batch :  192 / 261 , BCE in this minibatch:  8.275018692016602
Batch :  193 / 261 , BCE in this minibatch:  8.777885437011719
Batch :  194 / 261 , BCE in this minibatch:  8.6985502243042
Batch :  195 / 261 , BCE in this minibatch:  5.598589897155762
Batch :  196 / 261 , BCE in this minibatch:  6.772847652435303
Batch :  197 / 261 , BCE in this minibatch:  6.664156913757324
Batch :  198 / 261 , BCE in this minibatch:  9.911697387695312
Batch :  199 / 261 , BCE in this minibatch:  7.379777908325195
Batch :  200 / 261 , BCE in this minibatch:  12.471099853515625
Batch :  201 / 261 , BCE in this minibatch:  9.90938663482666
Batch :  202 / 261 , BCE in this minibatch:  11.401819229125977
Batch :  203 / 261 , BCE in this minibatch:  8.836307525634766
Batch :  204 / 261 , BCE in this minibatch:  7.5743913650512695
Batch :  205 / 261 , BCE in this minibatch:  7.481544017791748
Batch :  206 / 261 , BCE in this minibatch:  8.124436378479004
Batch :  207 / 261 , BCE in this minibatch:  7.842681407928467
Batch :  208 / 261 , BCE in this minibatch:  6.428391933441162
Batch :  209 / 261 , BCE in this minibatch:  8.326603889465332
Batch :  210 / 261 , BCE in this minibatch:  20.027379989624023
Batch :  211 / 261 , BCE in this minibatch:  24.226818084716797
Batch :  212 / 261 , BCE in this minibatch:  12.009164810180664
Batch :  213 / 261 , BCE in this minibatch:  19.053438186645508
Batch :  214 / 261 , BCE in this minibatch:  13.635417938232422
Batch :  215 / 261 , BCE in this minibatch:  5.346978187561035
Batch :  216 / 261 , BCE in this minibatch:  5.072141647338867
Batch :  217 / 261 , BCE in this minibatch:  4.705297470092773
Batch :  218 / 261 , BCE in this minibatch:  7.098586559295654
Batch :  219 / 261 , BCE in this minibatch:  7.519766807556152
Batch :  220 / 261 , BCE in this minibatch:  16.128450393676758
Batch :  221 / 261 , BCE in this minibatch:  9.406343460083008
Batch :  222 / 261 , BCE in this minibatch:  9.012118339538574
Batch :  223 / 261 , BCE in this minibatch:  5.95293664932251
Batch :  224 / 261 , BCE in this minibatch:  16.7463436126709
Batch :  225 / 261 , BCE in this minibatch:  28.876270294189453
Batch :  226 / 261 , BCE in this minibatch:  11.151959419250488
Batch :  227 / 261 , BCE in this minibatch:  6.593786239624023
Batch :  228 / 261 , BCE in this minibatch:  9.39090347290039
Batch :  229 / 261 , BCE in this minibatch:  8.699691772460938
Batch :  230 / 261 , BCE in this minibatch:  8.321796417236328
Batch :  231 / 261 , BCE in this minibatch:  9.497489929199219
Batch :  232 / 261 , BCE in this minibatch:  8.323038101196289
Batch :  233 / 261 , BCE in this minibatch:  9.224152565002441
Batch :  234 / 261 , BCE in this minibatch:  6.900028228759766
Batch :  235 / 261 , BCE in this minibatch:  9.19411563873291
Batch :  236 / 261 , BCE in this minibatch:  7.641790390014648
Batch :  237 / 261 , BCE in this minibatch:  6.451546669006348
Batch :  238 / 261 , BCE in this minibatch:  8.12453842163086
Batch :  239 / 261 , BCE in this minibatch:  6.585659027099609
Batch :  240 / 261 , BCE in this minibatch:  8.213371276855469
Batch :  241 / 261 , BCE in this minibatch:  6.4051008224487305
Batch :  242 / 261 , BCE in this minibatch:  5.73610258102417
Batch :  243 / 261 , BCE in this minibatch:  4.849669456481934
Batch :  244 / 261 , BCE in this minibatch:  6.206051349639893
Batch :  245 / 261 , BCE in this minibatch:  8.913405418395996
Batch :  246 / 261 , BCE in this minibatch:  7.622435092926025
Batch :  247 / 261 , BCE in this minibatch:  9.009777069091797
Batch :  248 / 261 , BCE in this minibatch:  6.336626052856445
Batch :  249 / 261 , BCE in this minibatch:  9.696538925170898
Batch :  250 / 261 , BCE in this minibatch:  8.308344841003418
Batch :  251 / 261 , BCE in this minibatch:  5.509650230407715
Batch :  252 / 261 , BCE in this minibatch:  11.82703971862793
Batch :  253 / 261 , BCE in this minibatch:  13.371211051940918
Batch :  254 / 261 , BCE in this minibatch:  13.896974563598633
Batch :  255 / 261 , BCE in this minibatch:  7.318081855773926
Batch :  256 / 261 , BCE in this minibatch:  10.415755271911621
Batch :  257 / 261 , BCE in this minibatch:  11.087101936340332
Batch :  258 / 261 , BCE in this minibatch:  8.443903923034668
Batch :  259 / 261 , BCE in this minibatch:  6.931530952453613
Batch :  260 / 261 , BCE in this minibatch:  5.403385639190674
Batch :  261 / 261 , BCE in this minibatch:  4.872408390045166
epoch: 16  train_loss: 7.972373687444519
Batch :  1 / 261 , BCE in this minibatch:  4.288954257965088
Batch :  2 / 261 , BCE in this minibatch:  5.255518436431885
Batch :  3 / 261 , BCE in this minibatch:  5.146729946136475
Batch :  4 / 261 , BCE in this minibatch:  5.070967674255371
Batch :  5 / 261 , BCE in this minibatch:  5.871715545654297
Batch :  6 / 261 , BCE in this minibatch:  5.555931091308594
Batch :  7 / 261 , BCE in this minibatch:  5.83616304397583
Batch :  8 / 261 , BCE in this minibatch:  5.422143936157227
Batch :  9 / 261 , BCE in this minibatch:  4.453773498535156
Batch :  10 / 261 , BCE in this minibatch:  5.278738975524902
Batch :  11 / 261 , BCE in this minibatch:  4.8402791023254395
Batch :  12 / 261 , BCE in this minibatch:  5.020455360412598
Batch :  13 / 261 , BCE in this minibatch:  5.594968795776367
Batch :  14 / 261 , BCE in this minibatch:  5.491408348083496
Batch :  15 / 261 , BCE in this minibatch:  5.032917499542236
Batch :  16 / 261 , BCE in this minibatch:  5.296747207641602
Batch :  17 / 261 , BCE in this minibatch:  9.881634712219238
Batch :  18 / 261 , BCE in this minibatch:  5.288542747497559
Batch :  19 / 261 , BCE in this minibatch:  4.756962776184082
Batch :  20 / 261 , BCE in this minibatch:  4.622402191162109
Batch :  21 / 261 , BCE in this minibatch:  4.466800212860107
Batch :  22 / 261 , BCE in this minibatch:  4.548114776611328
Batch :  23 / 261 , BCE in this minibatch:  4.235238552093506
Batch :  24 / 261 , BCE in this minibatch:  5.567179203033447
Batch :  25 / 261 , BCE in this minibatch:  5.713964462280273
Batch :  26 / 261 , BCE in this minibatch:  5.339470386505127
Batch :  27 / 261 , BCE in this minibatch:  3.883584976196289
Batch :  28 / 261 , BCE in this minibatch:  5.317005634307861
Batch :  29 / 261 , BCE in this minibatch:  4.4547505378723145
Batch :  30 / 261 , BCE in this minibatch:  5.652454376220703
Batch :  31 / 261 , BCE in this minibatch:  4.503519535064697
Batch :  32 / 261 , BCE in this minibatch:  4.734516620635986
Batch :  33 / 261 , BCE in this minibatch:  4.569401741027832
Batch :  34 / 261 , BCE in this minibatch:  3.92293119430542
Batch :  35 / 261 , BCE in this minibatch:  6.985683441162109
Batch :  36 / 261 , BCE in this minibatch:  4.151509761810303
Batch :  37 / 261 , BCE in this minibatch:  4.242985725402832
Batch :  38 / 261 , BCE in this minibatch:  4.139159679412842
Batch :  39 / 261 , BCE in this minibatch:  4.396456241607666
Batch :  40 / 261 , BCE in this minibatch:  5.627692222595215
Batch :  41 / 261 , BCE in this minibatch:  5.061007499694824
Batch :  42 / 261 , BCE in this minibatch:  6.624932765960693
Batch :  43 / 261 , BCE in this minibatch:  4.498608112335205
Batch :  44 / 261 , BCE in this minibatch:  5.967473030090332
Batch :  45 / 261 , BCE in this minibatch:  4.293481826782227
Batch :  46 / 261 , BCE in this minibatch:  5.511873722076416
Batch :  47 / 261 , BCE in this minibatch:  8.849261283874512
Batch :  48 / 261 , BCE in this minibatch:  5.116154193878174
Batch :  49 / 261 , BCE in this minibatch:  5.011124610900879
Batch :  50 / 261 , BCE in this minibatch:  9.531448364257812
Batch :  51 / 261 , BCE in this minibatch:  5.492316246032715
Batch :  52 / 261 , BCE in this minibatch:  5.458802700042725
Batch :  53 / 261 , BCE in this minibatch:  4.896478652954102
Batch :  54 / 261 , BCE in this minibatch:  7.28799295425415
Batch :  55 / 261 , BCE in this minibatch:  6.381146430969238
Batch :  56 / 261 , BCE in this minibatch:  6.536067485809326
Batch :  57 / 261 , BCE in this minibatch:  4.865915298461914
Batch :  58 / 261 , BCE in this minibatch:  9.171500205993652
Batch :  59 / 261 , BCE in this minibatch:  5.284106254577637
Batch :  60 / 261 , BCE in this minibatch:  5.779142379760742
Batch :  61 / 261 , BCE in this minibatch:  5.08476448059082
Batch :  62 / 261 , BCE in this minibatch:  4.5538411140441895
Batch :  63 / 261 , BCE in this minibatch:  4.479417324066162
Batch :  64 / 261 , BCE in this minibatch:  3.9586706161499023
Batch :  65 / 261 , BCE in this minibatch:  5.930766582489014
Batch :  66 / 261 , BCE in this minibatch:  5.879934787750244
Batch :  67 / 261 , BCE in this minibatch:  8.2905855178833
Batch :  68 / 261 , BCE in this minibatch:  5.051427841186523
Batch :  69 / 261 , BCE in this minibatch:  7.078911304473877
Batch :  70 / 261 , BCE in this minibatch:  16.943050384521484
Batch :  71 / 261 , BCE in this minibatch:  5.686380386352539
Batch :  72 / 261 , BCE in this minibatch:  5.407698154449463
Batch :  73 / 261 , BCE in this minibatch:  15.13296890258789
Batch :  74 / 261 , BCE in this minibatch:  15.885093688964844
Batch :  75 / 261 , BCE in this minibatch:  5.85548734664917
Batch :  76 / 261 , BCE in this minibatch:  5.638897895812988
Batch :  77 / 261 , BCE in this minibatch:  6.7040114402771
Batch :  78 / 261 , BCE in this minibatch:  7.170663833618164
Batch :  79 / 261 , BCE in this minibatch:  4.977863788604736
Batch :  80 / 261 , BCE in this minibatch:  8.366004943847656
Batch :  81 / 261 , BCE in this minibatch:  6.715501308441162
Batch :  82 / 261 , BCE in this minibatch:  5.100285053253174
Batch :  83 / 261 , BCE in this minibatch:  10.440469741821289
Batch :  84 / 261 , BCE in this minibatch:  5.756925106048584
Batch :  85 / 261 , BCE in this minibatch:  6.502274036407471
Batch :  86 / 261 , BCE in this minibatch:  7.954089641571045
Batch :  87 / 261 , BCE in this minibatch:  5.5179572105407715
Batch :  88 / 261 , BCE in this minibatch:  6.6929521560668945
Batch :  89 / 261 , BCE in this minibatch:  5.17125940322876
Batch :  90 / 261 , BCE in this minibatch:  5.6621904373168945
Batch :  91 / 261 , BCE in this minibatch:  4.394389629364014
Batch :  92 / 261 , BCE in this minibatch:  6.142339706420898
Batch :  93 / 261 , BCE in this minibatch:  9.180207252502441
Batch :  94 / 261 , BCE in this minibatch:  13.16383171081543
Batch :  95 / 261 , BCE in this minibatch:  9.749759674072266
Batch :  96 / 261 , BCE in this minibatch:  8.417607307434082
Batch :  97 / 261 , BCE in this minibatch:  10.720340728759766
Batch :  98 / 261 , BCE in this minibatch:  5.908607482910156
Batch :  99 / 261 , BCE in this minibatch:  7.697863578796387
Batch :  100 / 261 , BCE in this minibatch:  13.247238159179688
Batch :  101 / 261 , BCE in this minibatch:  5.501227855682373
Batch :  102 / 261 , BCE in this minibatch:  5.2034783363342285
Batch :  103 / 261 , BCE in this minibatch:  6.82329797744751
Batch :  104 / 261 , BCE in this minibatch:  5.3402886390686035
Batch :  105 / 261 , BCE in this minibatch:  10.004595756530762
Batch :  106 / 261 , BCE in this minibatch:  6.057279109954834
Batch :  107 / 261 , BCE in this minibatch:  6.268425464630127
Batch :  108 / 261 , BCE in this minibatch:  4.5988054275512695
Batch :  109 / 261 , BCE in this minibatch:  6.521095275878906
Batch :  110 / 261 , BCE in this minibatch:  10.58248519897461
Batch :  111 / 261 , BCE in this minibatch:  6.007688522338867
Batch :  112 / 261 , BCE in this minibatch:  8.12151050567627
Batch :  113 / 261 , BCE in this minibatch:  8.627717971801758
Batch :  114 / 261 , BCE in this minibatch:  7.932469367980957
Batch :  115 / 261 , BCE in this minibatch:  8.176566123962402
Batch :  116 / 261 , BCE in this minibatch:  6.397497653961182
Batch :  117 / 261 , BCE in this minibatch:  8.757410049438477
Batch :  118 / 261 , BCE in this minibatch:  8.346393585205078
Batch :  119 / 261 , BCE in this minibatch:  7.772848129272461
Batch :  120 / 261 , BCE in this minibatch:  8.257070541381836
Batch :  121 / 261 , BCE in this minibatch:  5.885765075683594
Batch :  122 / 261 , BCE in this minibatch:  7.770780086517334
Batch :  123 / 261 , BCE in this minibatch:  7.830012321472168
Batch :  124 / 261 , BCE in this minibatch:  4.632943153381348
Batch :  125 / 261 , BCE in this minibatch:  17.576717376708984
Batch :  126 / 261 , BCE in this minibatch:  6.5414838790893555
Batch :  127 / 261 , BCE in this minibatch:  4.70761251449585
Batch :  128 / 261 , BCE in this minibatch:  7.635260581970215
Batch :  129 / 261 , BCE in this minibatch:  4.727439880371094
Batch :  130 / 261 , BCE in this minibatch:  15.806929588317871
Batch :  131 / 261 , BCE in this minibatch:  8.487287521362305
Batch :  132 / 261 , BCE in this minibatch:  8.004706382751465
Batch :  133 / 261 , BCE in this minibatch:  16.743938446044922
Batch :  134 / 261 , BCE in this minibatch:  8.692611694335938
Batch :  135 / 261 , BCE in this minibatch:  6.90532112121582
Batch :  136 / 261 , BCE in this minibatch:  5.372827529907227
Batch :  137 / 261 , BCE in this minibatch:  10.66833782196045
Batch :  138 / 261 , BCE in this minibatch:  9.176504135131836
Batch :  139 / 261 , BCE in this minibatch:  6.139237880706787
Batch :  140 / 261 , BCE in this minibatch:  4.755540370941162
Batch :  141 / 261 , BCE in this minibatch:  7.160662651062012
Batch :  142 / 261 , BCE in this minibatch:  8.366999626159668
Batch :  143 / 261 , BCE in this minibatch:  13.253934860229492
Batch :  144 / 261 , BCE in this minibatch:  8.752853393554688
Batch :  145 / 261 , BCE in this minibatch:  4.949526309967041
Batch :  146 / 261 , BCE in this minibatch:  7.909694194793701
Batch :  147 / 261 , BCE in this minibatch:  5.75214958190918
Batch :  148 / 261 , BCE in this minibatch:  6.272017955780029
Batch :  149 / 261 , BCE in this minibatch:  5.458653450012207
Batch :  150 / 261 , BCE in this minibatch:  5.490793228149414
Batch :  151 / 261 , BCE in this minibatch:  4.692363262176514
Batch :  152 / 261 , BCE in this minibatch:  7.737250328063965
Batch :  153 / 261 , BCE in this minibatch:  6.210882663726807
Batch :  154 / 261 , BCE in this minibatch:  4.3137125968933105
Batch :  155 / 261 , BCE in this minibatch:  3.8648111820220947
Batch :  156 / 261 , BCE in this minibatch:  8.370246887207031
Batch :  157 / 261 , BCE in this minibatch:  6.395183086395264
Batch :  158 / 261 , BCE in this minibatch:  14.005110740661621
Batch :  159 / 261 , BCE in this minibatch:  6.770518779754639
Batch :  160 / 261 , BCE in this minibatch:  6.683850288391113
Batch :  161 / 261 , BCE in this minibatch:  9.652710914611816
Batch :  162 / 261 , BCE in this minibatch:  6.455188751220703
Batch :  163 / 261 , BCE in this minibatch:  7.055274486541748
Batch :  164 / 261 , BCE in this minibatch:  13.369420051574707
Batch :  165 / 261 , BCE in this minibatch:  6.965835094451904
Batch :  166 / 261 , BCE in this minibatch:  16.67323112487793
Batch :  167 / 261 , BCE in this minibatch:  10.617326736450195
Batch :  168 / 261 , BCE in this minibatch:  11.261711120605469
Batch :  169 / 261 , BCE in this minibatch:  13.230225563049316
Batch :  170 / 261 , BCE in this minibatch:  14.110503196716309
Batch :  171 / 261 , BCE in this minibatch:  34.670753479003906
Batch :  172 / 261 , BCE in this minibatch:  35.95500183105469
Batch :  173 / 261 , BCE in this minibatch:  13.21585750579834
Batch :  174 / 261 , BCE in this minibatch:  7.807149410247803
Batch :  175 / 261 , BCE in this minibatch:  6.083277225494385
Batch :  176 / 261 , BCE in this minibatch:  7.570881366729736
Batch :  177 / 261 , BCE in this minibatch:  7.271816730499268
Batch :  178 / 261 , BCE in this minibatch:  8.60586929321289
Batch :  179 / 261 , BCE in this minibatch:  7.824840068817139
Batch :  180 / 261 , BCE in this minibatch:  8.09653091430664
Batch :  181 / 261 , BCE in this minibatch:  7.783016681671143
Batch :  182 / 261 , BCE in this minibatch:  6.434417247772217
Batch :  183 / 261 , BCE in this minibatch:  7.698639869689941
Batch :  184 / 261 , BCE in this minibatch:  12.235509872436523
Batch :  185 / 261 , BCE in this minibatch:  6.736830234527588
Batch :  186 / 261 , BCE in this minibatch:  13.459951400756836
Batch :  187 / 261 , BCE in this minibatch:  6.462917327880859
Batch :  188 / 261 , BCE in this minibatch:  7.278456211090088
Batch :  189 / 261 , BCE in this minibatch:  5.952375888824463
Batch :  190 / 261 , BCE in this minibatch:  8.735838890075684
Batch :  191 / 261 , BCE in this minibatch:  11.836591720581055
Batch :  192 / 261 , BCE in this minibatch:  8.262796401977539
Batch :  193 / 261 , BCE in this minibatch:  8.799354553222656
Batch :  194 / 261 , BCE in this minibatch:  8.632296562194824
Batch :  195 / 261 , BCE in this minibatch:  5.560859203338623
Batch :  196 / 261 , BCE in this minibatch:  6.747078895568848
Batch :  197 / 261 , BCE in this minibatch:  6.5641584396362305
Batch :  198 / 261 , BCE in this minibatch:  9.917465209960938
Batch :  199 / 261 , BCE in this minibatch:  7.368039608001709
Batch :  200 / 261 , BCE in this minibatch:  12.453662872314453
Batch :  201 / 261 , BCE in this minibatch:  9.890481948852539
Batch :  202 / 261 , BCE in this minibatch:  11.404556274414062
Batch :  203 / 261 , BCE in this minibatch:  8.767505645751953
Batch :  204 / 261 , BCE in this minibatch:  7.571784019470215
Batch :  205 / 261 , BCE in this minibatch:  7.444230556488037
Batch :  206 / 261 , BCE in this minibatch:  8.058917045593262
Batch :  207 / 261 , BCE in this minibatch:  7.841817378997803
Batch :  208 / 261 , BCE in this minibatch:  6.40420389175415
Batch :  209 / 261 , BCE in this minibatch:  8.27817440032959
Batch :  210 / 261 , BCE in this minibatch:  19.95563316345215
Batch :  211 / 261 , BCE in this minibatch:  24.16530418395996
Batch :  212 / 261 , BCE in this minibatch:  11.944846153259277
Batch :  213 / 261 , BCE in this minibatch:  18.897470474243164
Batch :  214 / 261 , BCE in this minibatch:  13.508350372314453
Batch :  215 / 261 , BCE in this minibatch:  5.309470176696777
Batch :  216 / 261 , BCE in this minibatch:  5.040125846862793
Batch :  217 / 261 , BCE in this minibatch:  4.73565673828125
Batch :  218 / 261 , BCE in this minibatch:  7.092848777770996
Batch :  219 / 261 , BCE in this minibatch:  7.474959850311279
Batch :  220 / 261 , BCE in this minibatch:  16.035154342651367
Batch :  221 / 261 , BCE in this minibatch:  9.351991653442383
Batch :  222 / 261 , BCE in this minibatch:  8.979941368103027
Batch :  223 / 261 , BCE in this minibatch:  5.957441329956055
Batch :  224 / 261 , BCE in this minibatch:  16.65519142150879
Batch :  225 / 261 , BCE in this minibatch:  28.73183250427246
Batch :  226 / 261 , BCE in this minibatch:  11.076108932495117
Batch :  227 / 261 , BCE in this minibatch:  6.5762858390808105
Batch :  228 / 261 , BCE in this minibatch:  9.350393295288086
Batch :  229 / 261 , BCE in this minibatch:  8.645098686218262
Batch :  230 / 261 , BCE in this minibatch:  8.273115158081055
Batch :  231 / 261 , BCE in this minibatch:  9.462784767150879
Batch :  232 / 261 , BCE in this minibatch:  8.288818359375
Batch :  233 / 261 , BCE in this minibatch:  9.151185989379883
Batch :  234 / 261 , BCE in this minibatch:  6.875346660614014
Batch :  235 / 261 , BCE in this minibatch:  9.217153549194336
Batch :  236 / 261 , BCE in this minibatch:  7.622443675994873
Batch :  237 / 261 , BCE in this minibatch:  6.485743045806885
Batch :  238 / 261 , BCE in this minibatch:  8.05787181854248
Batch :  239 / 261 , BCE in this minibatch:  6.541699409484863
Batch :  240 / 261 , BCE in this minibatch:  8.181734085083008
Batch :  241 / 261 , BCE in this minibatch:  6.383979320526123
Batch :  242 / 261 , BCE in this minibatch:  5.7248616218566895
Batch :  243 / 261 , BCE in this minibatch:  4.822052478790283
Batch :  244 / 261 , BCE in this minibatch:  6.184351921081543
Batch :  245 / 261 , BCE in this minibatch:  8.868900299072266
Batch :  246 / 261 , BCE in this minibatch:  7.591752529144287
Batch :  247 / 261 , BCE in this minibatch:  8.9693021774292
Batch :  248 / 261 , BCE in this minibatch:  6.346418380737305
Batch :  249 / 261 , BCE in this minibatch:  9.68185806274414
Batch :  250 / 261 , BCE in this minibatch:  8.240394592285156
Batch :  251 / 261 , BCE in this minibatch:  5.47029447555542
Batch :  252 / 261 , BCE in this minibatch:  11.785778045654297
Batch :  253 / 261 , BCE in this minibatch:  13.276203155517578
Batch :  254 / 261 , BCE in this minibatch:  13.903321266174316
Batch :  255 / 261 , BCE in this minibatch:  7.285921096801758
Batch :  256 / 261 , BCE in this minibatch:  10.469033241271973
Batch :  257 / 261 , BCE in this minibatch:  11.02597427368164
Batch :  258 / 261 , BCE in this minibatch:  8.443953514099121
Batch :  259 / 261 , BCE in this minibatch:  6.8870038986206055
Batch :  260 / 261 , BCE in this minibatch:  5.387580871582031
Batch :  261 / 261 , BCE in this minibatch:  4.889867305755615
epoch: 17  train_loss: 7.9479597674475775
Batch :  1 / 261 , BCE in this minibatch:  4.289095878601074
Batch :  2 / 261 , BCE in this minibatch:  5.245984077453613
Batch :  3 / 261 , BCE in this minibatch:  5.103710651397705
Batch :  4 / 261 , BCE in this minibatch:  5.060980796813965
Batch :  5 / 261 , BCE in this minibatch:  5.828322887420654
Batch :  6 / 261 , BCE in this minibatch:  5.526097774505615
Batch :  7 / 261 , BCE in this minibatch:  5.824590682983398
Batch :  8 / 261 , BCE in this minibatch:  5.379143714904785
Batch :  9 / 261 , BCE in this minibatch:  4.464338302612305
Batch :  10 / 261 , BCE in this minibatch:  5.2703328132629395
Batch :  11 / 261 , BCE in this minibatch:  4.8409247398376465
Batch :  12 / 261 , BCE in this minibatch:  4.96497106552124
Batch :  13 / 261 , BCE in this minibatch:  5.592225551605225
Batch :  14 / 261 , BCE in this minibatch:  5.468374252319336
Batch :  15 / 261 , BCE in this minibatch:  5.051838397979736
Batch :  16 / 261 , BCE in this minibatch:  5.27808141708374
Batch :  17 / 261 , BCE in this minibatch:  9.84769058227539
Batch :  18 / 261 , BCE in this minibatch:  5.2668256759643555
Batch :  19 / 261 , BCE in this minibatch:  4.7588090896606445
Batch :  20 / 261 , BCE in this minibatch:  4.593823432922363
Batch :  21 / 261 , BCE in this minibatch:  4.463486194610596
Batch :  22 / 261 , BCE in this minibatch:  4.557949542999268
Batch :  23 / 261 , BCE in this minibatch:  4.252623081207275
Batch :  24 / 261 , BCE in this minibatch:  5.55051851272583
Batch :  25 / 261 , BCE in this minibatch:  5.731664180755615
Batch :  26 / 261 , BCE in this minibatch:  5.368411064147949
Batch :  27 / 261 , BCE in this minibatch:  3.8984451293945312
Batch :  28 / 261 , BCE in this minibatch:  5.283044815063477
Batch :  29 / 261 , BCE in this minibatch:  4.463557243347168
Batch :  30 / 261 , BCE in this minibatch:  5.660233497619629
Batch :  31 / 261 , BCE in this minibatch:  4.49599552154541
Batch :  32 / 261 , BCE in this minibatch:  4.724985122680664
Batch :  33 / 261 , BCE in this minibatch:  4.569876670837402
Batch :  34 / 261 , BCE in this minibatch:  3.8944404125213623
Batch :  35 / 261 , BCE in this minibatch:  7.004091739654541
Batch :  36 / 261 , BCE in this minibatch:  4.139352798461914
Batch :  37 / 261 , BCE in this minibatch:  4.248605251312256
Batch :  38 / 261 , BCE in this minibatch:  4.147995471954346
Batch :  39 / 261 , BCE in this minibatch:  4.4080047607421875
Batch :  40 / 261 , BCE in this minibatch:  5.605262756347656
Batch :  41 / 261 , BCE in this minibatch:  5.032118797302246
Batch :  42 / 261 , BCE in this minibatch:  6.625999927520752
Batch :  43 / 261 , BCE in this minibatch:  4.485449314117432
Batch :  44 / 261 , BCE in this minibatch:  5.942192077636719
Batch :  45 / 261 , BCE in this minibatch:  4.276949882507324
Batch :  46 / 261 , BCE in this minibatch:  5.518716812133789
Batch :  47 / 261 , BCE in this minibatch:  8.813544273376465
Batch :  48 / 261 , BCE in this minibatch:  5.169143199920654
Batch :  49 / 261 , BCE in this minibatch:  5.0061116218566895
Batch :  50 / 261 , BCE in this minibatch:  9.494444847106934
Batch :  51 / 261 , BCE in this minibatch:  5.46236515045166
Batch :  52 / 261 , BCE in this minibatch:  5.434353351593018
Batch :  53 / 261 , BCE in this minibatch:  4.874025344848633
Batch :  54 / 261 , BCE in this minibatch:  7.262444019317627
Batch :  55 / 261 , BCE in this minibatch:  6.366701602935791
Batch :  56 / 261 , BCE in this minibatch:  6.482640743255615
Batch :  57 / 261 , BCE in this minibatch:  4.885983467102051
Batch :  58 / 261 , BCE in this minibatch:  9.139429092407227
Batch :  59 / 261 , BCE in this minibatch:  5.283566474914551
Batch :  60 / 261 , BCE in this minibatch:  5.787807464599609
Batch :  61 / 261 , BCE in this minibatch:  5.094094276428223
Batch :  62 / 261 , BCE in this minibatch:  4.536494255065918
Batch :  63 / 261 , BCE in this minibatch:  4.41158390045166
Batch :  64 / 261 , BCE in this minibatch:  3.9554104804992676
Batch :  65 / 261 , BCE in this minibatch:  5.926039695739746
Batch :  66 / 261 , BCE in this minibatch:  5.864660263061523
Batch :  67 / 261 , BCE in this minibatch:  8.240795135498047
Batch :  68 / 261 , BCE in this minibatch:  5.030112266540527
Batch :  69 / 261 , BCE in this minibatch:  7.037125110626221
Batch :  70 / 261 , BCE in this minibatch:  16.893125534057617
Batch :  71 / 261 , BCE in this minibatch:  5.7214179039001465
Batch :  72 / 261 , BCE in this minibatch:  5.3703203201293945
Batch :  73 / 261 , BCE in this minibatch:  15.025077819824219
Batch :  74 / 261 , BCE in this minibatch:  15.825671195983887
Batch :  75 / 261 , BCE in this minibatch:  5.854223728179932
Batch :  76 / 261 , BCE in this minibatch:  5.60828971862793
Batch :  77 / 261 , BCE in this minibatch:  6.648932456970215
Batch :  78 / 261 , BCE in this minibatch:  7.169867992401123
Batch :  79 / 261 , BCE in this minibatch:  4.969239711761475
Batch :  80 / 261 , BCE in this minibatch:  8.314846992492676
Batch :  81 / 261 , BCE in this minibatch:  6.715393543243408
Batch :  82 / 261 , BCE in this minibatch:  5.097107887268066
Batch :  83 / 261 , BCE in this minibatch:  10.36842155456543
Batch :  84 / 261 , BCE in this minibatch:  5.7857184410095215
Batch :  85 / 261 , BCE in this minibatch:  6.500198841094971
Batch :  86 / 261 , BCE in this minibatch:  7.946720123291016
Batch :  87 / 261 , BCE in this minibatch:  5.516594886779785
Batch :  88 / 261 , BCE in this minibatch:  6.711441516876221
Batch :  89 / 261 , BCE in this minibatch:  5.193221092224121
Batch :  90 / 261 , BCE in this minibatch:  5.665655612945557
Batch :  91 / 261 , BCE in this minibatch:  4.373716831207275
Batch :  92 / 261 , BCE in this minibatch:  6.143822193145752
Batch :  93 / 261 , BCE in this minibatch:  9.154502868652344
Batch :  94 / 261 , BCE in this minibatch:  13.145971298217773
Batch :  95 / 261 , BCE in this minibatch:  9.716888427734375
Batch :  96 / 261 , BCE in this minibatch:  8.405030250549316
Batch :  97 / 261 , BCE in this minibatch:  10.693846702575684
Batch :  98 / 261 , BCE in this minibatch:  5.9345550537109375
Batch :  99 / 261 , BCE in this minibatch:  7.746756076812744
Batch :  100 / 261 , BCE in this minibatch:  13.229211807250977
Batch :  101 / 261 , BCE in this minibatch:  5.461646556854248
Batch :  102 / 261 , BCE in this minibatch:  5.166794300079346
Batch :  103 / 261 , BCE in this minibatch:  6.815290927886963
Batch :  104 / 261 , BCE in this minibatch:  5.304680824279785
Batch :  105 / 261 , BCE in this minibatch:  9.897699356079102
Batch :  106 / 261 , BCE in this minibatch:  6.025139331817627
Batch :  107 / 261 , BCE in this minibatch:  6.274529933929443
Batch :  108 / 261 , BCE in this minibatch:  4.58059024810791
Batch :  109 / 261 , BCE in this minibatch:  6.51492166519165
Batch :  110 / 261 , BCE in this minibatch:  10.517803192138672
Batch :  111 / 261 , BCE in this minibatch:  5.969250202178955
Batch :  112 / 261 , BCE in this minibatch:  8.059490203857422
Batch :  113 / 261 , BCE in this minibatch:  8.651784896850586
Batch :  114 / 261 , BCE in this minibatch:  7.901062488555908
Batch :  115 / 261 , BCE in this minibatch:  8.165898323059082
Batch :  116 / 261 , BCE in this minibatch:  6.366888523101807
Batch :  117 / 261 , BCE in this minibatch:  8.726038932800293
Batch :  118 / 261 , BCE in this minibatch:  8.355467796325684
Batch :  119 / 261 , BCE in this minibatch:  7.75298547744751
Batch :  120 / 261 , BCE in this minibatch:  8.199377059936523
Batch :  121 / 261 , BCE in this minibatch:  5.818141460418701
Batch :  122 / 261 , BCE in this minibatch:  7.801183700561523
Batch :  123 / 261 , BCE in this minibatch:  7.834255695343018
Batch :  124 / 261 , BCE in this minibatch:  4.6034111976623535
Batch :  125 / 261 , BCE in this minibatch:  17.57815933227539
Batch :  126 / 261 , BCE in this minibatch:  6.522459983825684
Batch :  127 / 261 , BCE in this minibatch:  4.715401649475098
Batch :  128 / 261 , BCE in this minibatch:  7.611833572387695
Batch :  129 / 261 , BCE in this minibatch:  4.7112932205200195
Batch :  130 / 261 , BCE in this minibatch:  15.731879234313965
Batch :  131 / 261 , BCE in this minibatch:  8.454623222351074
Batch :  132 / 261 , BCE in this minibatch:  8.001769065856934
Batch :  133 / 261 , BCE in this minibatch:  16.766592025756836
Batch :  134 / 261 , BCE in this minibatch:  8.63099479675293
Batch :  135 / 261 , BCE in this minibatch:  6.869426250457764
Batch :  136 / 261 , BCE in this minibatch:  5.362400054931641
Batch :  137 / 261 , BCE in this minibatch:  10.672351837158203
Batch :  138 / 261 , BCE in this minibatch:  9.155105590820312
Batch :  139 / 261 , BCE in this minibatch:  6.100680828094482
Batch :  140 / 261 , BCE in this minibatch:  4.750178337097168
Batch :  141 / 261 , BCE in this minibatch:  7.127670764923096
Batch :  142 / 261 , BCE in this minibatch:  8.375676155090332
Batch :  143 / 261 , BCE in this minibatch:  13.293484687805176
Batch :  144 / 261 , BCE in this minibatch:  8.739396095275879
Batch :  145 / 261 , BCE in this minibatch:  4.95869779586792
Batch :  146 / 261 , BCE in this minibatch:  7.9214653968811035
Batch :  147 / 261 , BCE in this minibatch:  5.7163519859313965
Batch :  148 / 261 , BCE in this minibatch:  6.2745866775512695
Batch :  149 / 261 , BCE in this minibatch:  5.4354329109191895
Batch :  150 / 261 , BCE in this minibatch:  5.436174392700195
Batch :  151 / 261 , BCE in this minibatch:  4.671875953674316
Batch :  152 / 261 , BCE in this minibatch:  7.691755771636963
Batch :  153 / 261 , BCE in this minibatch:  6.177534580230713
Batch :  154 / 261 , BCE in this minibatch:  4.263227462768555
Batch :  155 / 261 , BCE in this minibatch:  3.848846673965454
Batch :  156 / 261 , BCE in this minibatch:  8.319681167602539
Batch :  157 / 261 , BCE in this minibatch:  6.3947882652282715
Batch :  158 / 261 , BCE in this minibatch:  13.942505836486816
Batch :  159 / 261 , BCE in this minibatch:  6.737452507019043
Batch :  160 / 261 , BCE in this minibatch:  6.6323981285095215
Batch :  161 / 261 , BCE in this minibatch:  9.652597427368164
Batch :  162 / 261 , BCE in this minibatch:  6.48781156539917
Batch :  163 / 261 , BCE in this minibatch:  7.040338039398193
Batch :  164 / 261 , BCE in this minibatch:  13.31350040435791
Batch :  165 / 261 , BCE in this minibatch:  6.8823676109313965
Batch :  166 / 261 , BCE in this minibatch:  16.576122283935547
Batch :  167 / 261 , BCE in this minibatch:  10.628561973571777
Batch :  168 / 261 , BCE in this minibatch:  11.246617317199707
Batch :  169 / 261 , BCE in this minibatch:  13.139396667480469
Batch :  170 / 261 , BCE in this minibatch:  14.071378707885742
Batch :  171 / 261 , BCE in this minibatch:  34.60006332397461
Batch :  172 / 261 , BCE in this minibatch:  35.7955436706543
Batch :  173 / 261 , BCE in this minibatch:  13.11008358001709
Batch :  174 / 261 , BCE in this minibatch:  7.7816691398620605
Batch :  175 / 261 , BCE in this minibatch:  6.086723327636719
Batch :  176 / 261 , BCE in this minibatch:  7.539063453674316
Batch :  177 / 261 , BCE in this minibatch:  7.298107147216797
Batch :  178 / 261 , BCE in this minibatch:  8.54997730255127
Batch :  179 / 261 , BCE in this minibatch:  7.814756870269775
Batch :  180 / 261 , BCE in this minibatch:  8.090851783752441
Batch :  181 / 261 , BCE in this minibatch:  7.730959415435791
Batch :  182 / 261 , BCE in this minibatch:  6.397849082946777
Batch :  183 / 261 , BCE in this minibatch:  7.6782073974609375
Batch :  184 / 261 , BCE in this minibatch:  12.268120765686035
Batch :  185 / 261 , BCE in this minibatch:  6.643967628479004
Batch :  186 / 261 , BCE in this minibatch:  13.405394554138184
Batch :  187 / 261 , BCE in this minibatch:  6.410453796386719
Batch :  188 / 261 , BCE in this minibatch:  7.2132673263549805
Batch :  189 / 261 , BCE in this minibatch:  5.896434307098389
Batch :  190 / 261 , BCE in this minibatch:  8.708985328674316
Batch :  191 / 261 , BCE in this minibatch:  11.868454933166504
Batch :  192 / 261 , BCE in this minibatch:  8.274001121520996
Batch :  193 / 261 , BCE in this minibatch:  8.693877220153809
Batch :  194 / 261 , BCE in this minibatch:  8.581707954406738
Batch :  195 / 261 , BCE in this minibatch:  5.544936656951904
Batch :  196 / 261 , BCE in this minibatch:  6.716804504394531
Batch :  197 / 261 , BCE in this minibatch:  6.575517654418945
Batch :  198 / 261 , BCE in this minibatch:  9.90564250946045
Batch :  199 / 261 , BCE in this minibatch:  7.351698875427246
Batch :  200 / 261 , BCE in this minibatch:  12.371983528137207
Batch :  201 / 261 , BCE in this minibatch:  9.851972579956055
Batch :  202 / 261 , BCE in this minibatch:  11.440902709960938
Batch :  203 / 261 , BCE in this minibatch:  8.774242401123047
Batch :  204 / 261 , BCE in this minibatch:  7.509812355041504
Batch :  205 / 261 , BCE in this minibatch:  7.404755592346191
Batch :  206 / 261 , BCE in this minibatch:  8.043835639953613
Batch :  207 / 261 , BCE in this minibatch:  7.771152019500732
Batch :  208 / 261 , BCE in this minibatch:  6.366469383239746
Batch :  209 / 261 , BCE in this minibatch:  8.218236923217773
Batch :  210 / 261 , BCE in this minibatch:  19.89847183227539
Batch :  211 / 261 , BCE in this minibatch:  24.121591567993164
Batch :  212 / 261 , BCE in this minibatch:  11.915923118591309
Batch :  213 / 261 , BCE in this minibatch:  18.87618637084961
Batch :  214 / 261 , BCE in this minibatch:  13.470431327819824
Batch :  215 / 261 , BCE in this minibatch:  5.315962791442871
Batch :  216 / 261 , BCE in this minibatch:  5.015458106994629
Batch :  217 / 261 , BCE in this minibatch:  4.720602035522461
Batch :  218 / 261 , BCE in this minibatch:  7.081112384796143
Batch :  219 / 261 , BCE in this minibatch:  7.466994285583496
Batch :  220 / 261 , BCE in this minibatch:  15.979019165039062
Batch :  221 / 261 , BCE in this minibatch:  9.359076499938965
Batch :  222 / 261 , BCE in this minibatch:  8.971433639526367
Batch :  223 / 261 , BCE in this minibatch:  5.900420188903809
Batch :  224 / 261 , BCE in this minibatch:  16.568578720092773
Batch :  225 / 261 , BCE in this minibatch:  28.525333404541016
Batch :  226 / 261 , BCE in this minibatch:  11.036376953125
Batch :  227 / 261 , BCE in this minibatch:  6.589842796325684
Batch :  228 / 261 , BCE in this minibatch:  9.31700611114502
Batch :  229 / 261 , BCE in this minibatch:  8.631891250610352
Batch :  230 / 261 , BCE in this minibatch:  8.265463829040527
Batch :  231 / 261 , BCE in this minibatch:  9.479138374328613
Batch :  232 / 261 , BCE in this minibatch:  8.303753852844238
Batch :  233 / 261 , BCE in this minibatch:  9.060206413269043
Batch :  234 / 261 , BCE in this minibatch:  6.873722076416016
Batch :  235 / 261 , BCE in this minibatch:  9.10533618927002
Batch :  236 / 261 , BCE in this minibatch:  7.613497257232666
Batch :  237 / 261 , BCE in this minibatch:  6.437495708465576
Batch :  238 / 261 , BCE in this minibatch:  7.982802867889404
Batch :  239 / 261 , BCE in this minibatch:  6.580911636352539
Batch :  240 / 261 , BCE in this minibatch:  8.17584228515625
Batch :  241 / 261 , BCE in this minibatch:  6.379673004150391
Batch :  242 / 261 , BCE in this minibatch:  5.691761493682861
Batch :  243 / 261 , BCE in this minibatch:  4.815831661224365
Batch :  244 / 261 , BCE in this minibatch:  6.165313243865967
Batch :  245 / 261 , BCE in this minibatch:  8.839527130126953
Batch :  246 / 261 , BCE in this minibatch:  7.551048755645752
Batch :  247 / 261 , BCE in this minibatch:  8.990078926086426
Batch :  248 / 261 , BCE in this minibatch:  6.318567276000977
Batch :  249 / 261 , BCE in this minibatch:  9.714795112609863
Batch :  250 / 261 , BCE in this minibatch:  8.17967700958252
Batch :  251 / 261 , BCE in this minibatch:  5.4876275062561035
Batch :  252 / 261 , BCE in this minibatch:  11.754183769226074
Batch :  253 / 261 , BCE in this minibatch:  13.281285285949707
Batch :  254 / 261 , BCE in this minibatch:  13.859346389770508
Batch :  255 / 261 , BCE in this minibatch:  7.278648853302002
Batch :  256 / 261 , BCE in this minibatch:  10.405022621154785
Batch :  257 / 261 , BCE in this minibatch:  10.988543510437012
Batch :  258 / 261 , BCE in this minibatch:  8.440204620361328
Batch :  259 / 261 , BCE in this minibatch:  6.890087127685547
Batch :  260 / 261 , BCE in this minibatch:  5.3457794189453125
Batch :  261 / 261 , BCE in this minibatch:  4.789421081542969
epoch: 18  train_loss: 7.925290283115431
Batch :  1 / 261 , BCE in this minibatch:  4.245853900909424
Batch :  2 / 261 , BCE in this minibatch:  5.233129024505615
Batch :  3 / 261 , BCE in this minibatch:  5.091131210327148
Batch :  4 / 261 , BCE in this minibatch:  5.06368350982666
Batch :  5 / 261 , BCE in this minibatch:  5.826155185699463
Batch :  6 / 261 , BCE in this minibatch:  5.514707565307617
Batch :  7 / 261 , BCE in this minibatch:  5.818297386169434
Batch :  8 / 261 , BCE in this minibatch:  5.367402076721191
Batch :  9 / 261 , BCE in this minibatch:  4.4438323974609375
Batch :  10 / 261 , BCE in this minibatch:  5.27597188949585
Batch :  11 / 261 , BCE in this minibatch:  4.850170135498047
Batch :  12 / 261 , BCE in this minibatch:  4.973604202270508
Batch :  13 / 261 , BCE in this minibatch:  5.604979515075684
Batch :  14 / 261 , BCE in this minibatch:  5.491081237792969
Batch :  15 / 261 , BCE in this minibatch:  5.0336689949035645
Batch :  16 / 261 , BCE in this minibatch:  5.2676167488098145
Batch :  17 / 261 , BCE in this minibatch:  9.749762535095215
Batch :  18 / 261 , BCE in this minibatch:  5.260408878326416
Batch :  19 / 261 , BCE in this minibatch:  4.747997283935547
Batch :  20 / 261 , BCE in this minibatch:  4.619304180145264
Batch :  21 / 261 , BCE in this minibatch:  4.477859973907471
Batch :  22 / 261 , BCE in this minibatch:  4.533242702484131
Batch :  23 / 261 , BCE in this minibatch:  4.2616167068481445
Batch :  24 / 261 , BCE in this minibatch:  5.529819488525391
Batch :  25 / 261 , BCE in this minibatch:  5.72066068649292
Batch :  26 / 261 , BCE in this minibatch:  5.357391834259033
Batch :  27 / 261 , BCE in this minibatch:  3.8862881660461426
Batch :  28 / 261 , BCE in this minibatch:  5.289970397949219
Batch :  29 / 261 , BCE in this minibatch:  4.453527927398682
Batch :  30 / 261 , BCE in this minibatch:  5.655277729034424
Batch :  31 / 261 , BCE in this minibatch:  4.488954544067383
Batch :  32 / 261 , BCE in this minibatch:  4.704842567443848
Batch :  33 / 261 , BCE in this minibatch:  4.568011283874512
Batch :  34 / 261 , BCE in this minibatch:  3.874192476272583
Batch :  35 / 261 , BCE in this minibatch:  7.021579265594482
Batch :  36 / 261 , BCE in this minibatch:  4.156304836273193
Batch :  37 / 261 , BCE in this minibatch:  4.245417594909668
Batch :  38 / 261 , BCE in this minibatch:  4.152538299560547
Batch :  39 / 261 , BCE in this minibatch:  4.400221824645996
Batch :  40 / 261 , BCE in this minibatch:  5.578624248504639
Batch :  41 / 261 , BCE in this minibatch:  4.99569845199585
Batch :  42 / 261 , BCE in this minibatch:  6.601163387298584
Batch :  43 / 261 , BCE in this minibatch:  4.469295024871826
Batch :  44 / 261 , BCE in this minibatch:  5.911168575286865
Batch :  45 / 261 , BCE in this minibatch:  4.258798599243164
Batch :  46 / 261 , BCE in this minibatch:  5.465142726898193
Batch :  47 / 261 , BCE in this minibatch:  8.811344146728516
Batch :  48 / 261 , BCE in this minibatch:  5.13521671295166
Batch :  49 / 261 , BCE in this minibatch:  4.9817795753479
Batch :  50 / 261 , BCE in this minibatch:  9.466720581054688
Batch :  51 / 261 , BCE in this minibatch:  5.459639072418213
Batch :  52 / 261 , BCE in this minibatch:  5.421460151672363
Batch :  53 / 261 , BCE in this minibatch:  4.860082149505615
Batch :  54 / 261 , BCE in this minibatch:  7.246857643127441
Batch :  55 / 261 , BCE in this minibatch:  6.374514579772949
Batch :  56 / 261 , BCE in this minibatch:  6.490533351898193
Batch :  57 / 261 , BCE in this minibatch:  4.868218421936035
Batch :  58 / 261 , BCE in this minibatch:  9.119269371032715
Batch :  59 / 261 , BCE in this minibatch:  5.287482738494873
Batch :  60 / 261 , BCE in this minibatch:  5.754920959472656
Batch :  61 / 261 , BCE in this minibatch:  5.0832600593566895
Batch :  62 / 261 , BCE in this minibatch:  4.512406826019287
Batch :  63 / 261 , BCE in this minibatch:  4.4411797523498535
Batch :  64 / 261 , BCE in this minibatch:  3.9624083042144775
Batch :  65 / 261 , BCE in this minibatch:  5.924736499786377
Batch :  66 / 261 , BCE in this minibatch:  5.856163024902344
Batch :  67 / 261 , BCE in this minibatch:  8.196756362915039
Batch :  68 / 261 , BCE in this minibatch:  5.011101722717285
Batch :  69 / 261 , BCE in this minibatch:  7.0494303703308105
Batch :  70 / 261 , BCE in this minibatch:  16.83195686340332
Batch :  71 / 261 , BCE in this minibatch:  5.667507171630859
Batch :  72 / 261 , BCE in this minibatch:  5.3417181968688965
Batch :  73 / 261 , BCE in this minibatch:  14.942235946655273
Batch :  74 / 261 , BCE in this minibatch:  15.736359596252441
Batch :  75 / 261 , BCE in this minibatch:  5.837197780609131
Batch :  76 / 261 , BCE in this minibatch:  5.608684062957764
Batch :  77 / 261 , BCE in this minibatch:  6.663547515869141
Batch :  78 / 261 , BCE in this minibatch:  7.147811412811279
Batch :  79 / 261 , BCE in this minibatch:  4.9502434730529785
Batch :  80 / 261 , BCE in this minibatch:  8.356844902038574
Batch :  81 / 261 , BCE in this minibatch:  6.672810077667236
Batch :  82 / 261 , BCE in this minibatch:  5.08182954788208
Batch :  83 / 261 , BCE in this minibatch:  10.383687973022461
Batch :  84 / 261 , BCE in this minibatch:  5.74895715713501
Batch :  85 / 261 , BCE in this minibatch:  6.472787857055664
Batch :  86 / 261 , BCE in this minibatch:  7.975388526916504
Batch :  87 / 261 , BCE in this minibatch:  5.486506938934326
Batch :  88 / 261 , BCE in this minibatch:  6.6882452964782715
Batch :  89 / 261 , BCE in this minibatch:  5.154508113861084
Batch :  90 / 261 , BCE in this minibatch:  5.650033473968506
Batch :  91 / 261 , BCE in this minibatch:  4.383425712585449
Batch :  92 / 261 , BCE in this minibatch:  6.11394739151001
Batch :  93 / 261 , BCE in this minibatch:  9.10384750366211
Batch :  94 / 261 , BCE in this minibatch:  13.066179275512695
Batch :  95 / 261 , BCE in this minibatch:  9.697420120239258
Batch :  96 / 261 , BCE in this minibatch:  8.340439796447754
Batch :  97 / 261 , BCE in this minibatch:  10.596172332763672
Batch :  98 / 261 , BCE in this minibatch:  5.919521808624268
Batch :  99 / 261 , BCE in this minibatch:  7.656174182891846
Batch :  100 / 261 , BCE in this minibatch:  13.147454261779785
Batch :  101 / 261 , BCE in this minibatch:  5.456676959991455
Batch :  102 / 261 , BCE in this minibatch:  5.152317047119141
Batch :  103 / 261 , BCE in this minibatch:  6.816643714904785
Batch :  104 / 261 , BCE in this minibatch:  5.268701076507568
Batch :  105 / 261 , BCE in this minibatch:  9.915755271911621
Batch :  106 / 261 , BCE in this minibatch:  6.054315090179443
Batch :  107 / 261 , BCE in this minibatch:  6.262866020202637
Batch :  108 / 261 , BCE in this minibatch:  4.533936977386475
Batch :  109 / 261 , BCE in this minibatch:  6.49628210067749
Batch :  110 / 261 , BCE in this minibatch:  10.52214241027832
Batch :  111 / 261 , BCE in this minibatch:  5.960752964019775
Batch :  112 / 261 , BCE in this minibatch:  8.054676055908203
Batch :  113 / 261 , BCE in this minibatch:  8.576935768127441
Batch :  114 / 261 , BCE in this minibatch:  7.8918843269348145
Batch :  115 / 261 , BCE in this minibatch:  8.092653274536133
Batch :  116 / 261 , BCE in this minibatch:  6.344229221343994
Batch :  117 / 261 , BCE in this minibatch:  8.72836971282959
Batch :  118 / 261 , BCE in this minibatch:  8.341780662536621
Batch :  119 / 261 , BCE in this minibatch:  7.706810474395752
Batch :  120 / 261 , BCE in this minibatch:  8.17860221862793
Batch :  121 / 261 , BCE in this minibatch:  5.856725692749023
Batch :  122 / 261 , BCE in this minibatch:  7.7771687507629395
Batch :  123 / 261 , BCE in this minibatch:  7.820122718811035
Batch :  124 / 261 , BCE in this minibatch:  4.611873149871826
Batch :  125 / 261 , BCE in this minibatch:  17.496253967285156
Batch :  126 / 261 , BCE in this minibatch:  6.563305377960205
Batch :  127 / 261 , BCE in this minibatch:  4.67442512512207
Batch :  128 / 261 , BCE in this minibatch:  7.588842868804932
Batch :  129 / 261 , BCE in this minibatch:  4.693610191345215
Batch :  130 / 261 , BCE in this minibatch:  15.77333927154541
Batch :  131 / 261 , BCE in this minibatch:  8.41405963897705
Batch :  132 / 261 , BCE in this minibatch:  7.9832844734191895
Batch :  133 / 261 , BCE in this minibatch:  16.73025131225586
Batch :  134 / 261 , BCE in this minibatch:  8.65922737121582
Batch :  135 / 261 , BCE in this minibatch:  6.844207286834717
Batch :  136 / 261 , BCE in this minibatch:  5.336574077606201
Batch :  137 / 261 , BCE in this minibatch:  10.730351448059082
Batch :  138 / 261 , BCE in this minibatch:  9.117465019226074
Batch :  139 / 261 , BCE in this minibatch:  6.107977390289307
Batch :  140 / 261 , BCE in this minibatch:  4.695983409881592
Batch :  141 / 261 , BCE in this minibatch:  7.1027092933654785
Batch :  142 / 261 , BCE in this minibatch:  8.317344665527344
Batch :  143 / 261 , BCE in this minibatch:  13.25951099395752
Batch :  144 / 261 , BCE in this minibatch:  8.669878005981445
Batch :  145 / 261 , BCE in this minibatch:  4.877290725708008
Batch :  146 / 261 , BCE in this minibatch:  7.8985724449157715
Batch :  147 / 261 , BCE in this minibatch:  5.720947742462158
Batch :  148 / 261 , BCE in this minibatch:  6.318661212921143
Batch :  149 / 261 , BCE in this minibatch:  5.407529830932617
Batch :  150 / 261 , BCE in this minibatch:  5.412660121917725
Batch :  151 / 261 , BCE in this minibatch:  4.6472296714782715
Batch :  152 / 261 , BCE in this minibatch:  7.717589378356934
Batch :  153 / 261 , BCE in this minibatch:  6.132821083068848
Batch :  154 / 261 , BCE in this minibatch:  4.2167439460754395
Batch :  155 / 261 , BCE in this minibatch:  3.8210179805755615
Batch :  156 / 261 , BCE in this minibatch:  8.292630195617676
Batch :  157 / 261 , BCE in this minibatch:  6.374352931976318
Batch :  158 / 261 , BCE in this minibatch:  13.958013534545898
Batch :  159 / 261 , BCE in this minibatch:  6.7014665603637695
Batch :  160 / 261 , BCE in this minibatch:  6.619851112365723
Batch :  161 / 261 , BCE in this minibatch:  9.590496063232422
Batch :  162 / 261 , BCE in this minibatch:  6.4794111251831055
Batch :  163 / 261 , BCE in this minibatch:  6.998467445373535
Batch :  164 / 261 , BCE in this minibatch:  13.287019729614258
Batch :  165 / 261 , BCE in this minibatch:  6.940188407897949
Batch :  166 / 261 , BCE in this minibatch:  16.532033920288086
Batch :  167 / 261 , BCE in this minibatch:  10.533448219299316
Batch :  168 / 261 , BCE in this minibatch:  11.237753868103027
Batch :  169 / 261 , BCE in this minibatch:  13.083470344543457
Batch :  170 / 261 , BCE in this minibatch:  14.062726974487305
Batch :  171 / 261 , BCE in this minibatch:  34.58607482910156
Batch :  172 / 261 , BCE in this minibatch:  35.689937591552734
Batch :  173 / 261 , BCE in this minibatch:  13.045528411865234
Batch :  174 / 261 , BCE in this minibatch:  7.764782905578613
Batch :  175 / 261 , BCE in this minibatch:  6.075155258178711
Batch :  176 / 261 , BCE in this minibatch:  7.5358381271362305
Batch :  177 / 261 , BCE in this minibatch:  7.315387725830078
Batch :  178 / 261 , BCE in this minibatch:  8.508283615112305
Batch :  179 / 261 , BCE in this minibatch:  7.834350109100342
Batch :  180 / 261 , BCE in this minibatch:  8.056160926818848
Batch :  181 / 261 , BCE in this minibatch:  7.718242645263672
Batch :  182 / 261 , BCE in this minibatch:  6.30922794342041
Batch :  183 / 261 , BCE in this minibatch:  7.663854598999023
Batch :  184 / 261 , BCE in this minibatch:  12.217708587646484
Batch :  185 / 261 , BCE in this minibatch:  6.65080451965332
Batch :  186 / 261 , BCE in this minibatch:  13.353886604309082
Batch :  187 / 261 , BCE in this minibatch:  6.364117622375488
Batch :  188 / 261 , BCE in this minibatch:  7.218081951141357
Batch :  189 / 261 , BCE in this minibatch:  5.904852867126465
Batch :  190 / 261 , BCE in this minibatch:  8.681468963623047
Batch :  191 / 261 , BCE in this minibatch:  11.841217994689941
Batch :  192 / 261 , BCE in this minibatch:  8.232099533081055
Batch :  193 / 261 , BCE in this minibatch:  8.73552417755127
Batch :  194 / 261 , BCE in this minibatch:  8.57810115814209
Batch :  195 / 261 , BCE in this minibatch:  5.484296798706055
Batch :  196 / 261 , BCE in this minibatch:  6.653645038604736
Batch :  197 / 261 , BCE in this minibatch:  6.499056816101074
Batch :  198 / 261 , BCE in this minibatch:  9.875715255737305
Batch :  199 / 261 , BCE in this minibatch:  7.348878860473633
Batch :  200 / 261 , BCE in this minibatch:  12.370387077331543
Batch :  201 / 261 , BCE in this minibatch:  9.802910804748535
Batch :  202 / 261 , BCE in this minibatch:  11.38109302520752
Batch :  203 / 261 , BCE in this minibatch:  8.730753898620605
Batch :  204 / 261 , BCE in this minibatch:  7.529603958129883
Batch :  205 / 261 , BCE in this minibatch:  7.413774490356445
Batch :  206 / 261 , BCE in this minibatch:  8.052299499511719
Batch :  207 / 261 , BCE in this minibatch:  7.77056360244751
Batch :  208 / 261 , BCE in this minibatch:  6.3969807624816895
Batch :  209 / 261 , BCE in this minibatch:  8.210631370544434
Batch :  210 / 261 , BCE in this minibatch:  19.82669448852539
Batch :  211 / 261 , BCE in this minibatch:  24.096839904785156
Batch :  212 / 261 , BCE in this minibatch:  11.902802467346191
Batch :  213 / 261 , BCE in this minibatch:  18.801851272583008
Batch :  214 / 261 , BCE in this minibatch:  13.387964248657227
Batch :  215 / 261 , BCE in this minibatch:  5.288432598114014
Batch :  216 / 261 , BCE in this minibatch:  4.986092567443848
Batch :  217 / 261 , BCE in this minibatch:  4.73299503326416
Batch :  218 / 261 , BCE in this minibatch:  7.056729793548584
Batch :  219 / 261 , BCE in this minibatch:  7.44062614440918
Batch :  220 / 261 , BCE in this minibatch:  15.89824104309082
Batch :  221 / 261 , BCE in this minibatch:  9.306731224060059
Batch :  222 / 261 , BCE in this minibatch:  8.91511344909668
Batch :  223 / 261 , BCE in this minibatch:  5.89901876449585
Batch :  224 / 261 , BCE in this minibatch:  16.50954818725586
Batch :  225 / 261 , BCE in this minibatch:  28.357084274291992
Batch :  226 / 261 , BCE in this minibatch:  10.993330001831055
Batch :  227 / 261 , BCE in this minibatch:  6.5465593338012695
Batch :  228 / 261 , BCE in this minibatch:  9.33421516418457
Batch :  229 / 261 , BCE in this minibatch:  8.589408874511719
Batch :  230 / 261 , BCE in this minibatch:  8.236700057983398
Batch :  231 / 261 , BCE in this minibatch:  9.408327102661133
Batch :  232 / 261 , BCE in this minibatch:  8.303634643554688
Batch :  233 / 261 , BCE in this minibatch:  9.093435287475586
Batch :  234 / 261 , BCE in this minibatch:  6.832873821258545
Batch :  235 / 261 , BCE in this minibatch:  9.101149559020996
Batch :  236 / 261 , BCE in this minibatch:  7.562923908233643
Batch :  237 / 261 , BCE in this minibatch:  6.402703285217285
Batch :  238 / 261 , BCE in this minibatch:  7.972136974334717
Batch :  239 / 261 , BCE in this minibatch:  6.538129806518555
Batch :  240 / 261 , BCE in this minibatch:  8.128655433654785
Batch :  241 / 261 , BCE in this minibatch:  6.346156597137451
Batch :  242 / 261 , BCE in this minibatch:  5.662622928619385
Batch :  243 / 261 , BCE in this minibatch:  4.77932596206665
Batch :  244 / 261 , BCE in this minibatch:  6.104288101196289
Batch :  245 / 261 , BCE in this minibatch:  8.845669746398926
Batch :  246 / 261 , BCE in this minibatch:  7.5655035972595215
Batch :  247 / 261 , BCE in this minibatch:  8.92612361907959
Batch :  248 / 261 , BCE in this minibatch:  6.280356407165527
Batch :  249 / 261 , BCE in this minibatch:  9.622797966003418
Batch :  250 / 261 , BCE in this minibatch:  8.113204002380371
Batch :  251 / 261 , BCE in this minibatch:  5.475442409515381
Batch :  252 / 261 , BCE in this minibatch:  11.764261245727539
Batch :  253 / 261 , BCE in this minibatch:  13.217720985412598
Batch :  254 / 261 , BCE in this minibatch:  13.813871383666992
Batch :  255 / 261 , BCE in this minibatch:  7.244034767150879
Batch :  256 / 261 , BCE in this minibatch:  10.413671493530273
Batch :  257 / 261 , BCE in this minibatch:  10.939806938171387
Batch :  258 / 261 , BCE in this minibatch:  8.397098541259766
Batch :  259 / 261 , BCE in this minibatch:  6.885235786437988
Batch :  260 / 261 , BCE in this minibatch:  5.283480167388916
Batch :  261 / 261 , BCE in this minibatch:  4.740323543548584
epoch: 19  train_loss: 7.902650329801771
Batch :  1 / 261 , BCE in this minibatch:  4.209131717681885
Batch :  2 / 261 , BCE in this minibatch:  5.19541072845459
Batch :  3 / 261 , BCE in this minibatch:  5.0816426277160645
Batch :  4 / 261 , BCE in this minibatch:  5.031643390655518
Batch :  5 / 261 , BCE in this minibatch:  5.826181411743164
Batch :  6 / 261 , BCE in this minibatch:  5.505073547363281
Batch :  7 / 261 , BCE in this minibatch:  5.8058648109436035
Batch :  8 / 261 , BCE in this minibatch:  5.345759868621826
Batch :  9 / 261 , BCE in this minibatch:  4.429201126098633
Batch :  10 / 261 , BCE in this minibatch:  5.259631156921387
Batch :  11 / 261 , BCE in this minibatch:  4.8450541496276855
Batch :  12 / 261 , BCE in this minibatch:  4.988988399505615
Batch :  13 / 261 , BCE in this minibatch:  5.600123882293701
Batch :  14 / 261 , BCE in this minibatch:  5.464545726776123
Batch :  15 / 261 , BCE in this minibatch:  5.033588886260986
Batch :  16 / 261 , BCE in this minibatch:  5.267694473266602
Batch :  17 / 261 , BCE in this minibatch:  9.722631454467773
Batch :  18 / 261 , BCE in this minibatch:  5.261317253112793
Batch :  19 / 261 , BCE in this minibatch:  4.724600315093994
Batch :  20 / 261 , BCE in this minibatch:  4.603977203369141
Batch :  21 / 261 , BCE in this minibatch:  4.45062780380249
Batch :  22 / 261 , BCE in this minibatch:  4.5215349197387695
Batch :  23 / 261 , BCE in this minibatch:  4.252934455871582
Batch :  24 / 261 , BCE in this minibatch:  5.533173084259033
Batch :  25 / 261 , BCE in this minibatch:  5.741556644439697
Batch :  26 / 261 , BCE in this minibatch:  5.318506240844727
Batch :  27 / 261 , BCE in this minibatch:  3.885653495788574
Batch :  28 / 261 , BCE in this minibatch:  5.240135192871094
Batch :  29 / 261 , BCE in this minibatch:  4.431379318237305
Batch :  30 / 261 , BCE in this minibatch:  5.670139312744141
Batch :  31 / 261 , BCE in this minibatch:  4.479094505310059
Batch :  32 / 261 , BCE in this minibatch:  4.710046768188477
Batch :  33 / 261 , BCE in this minibatch:  4.554069995880127
Batch :  34 / 261 , BCE in this minibatch:  3.8795478343963623
Batch :  35 / 261 , BCE in this minibatch:  6.970829010009766
Batch :  36 / 261 , BCE in this minibatch:  4.160181522369385
Batch :  37 / 261 , BCE in this minibatch:  4.2238616943359375
Batch :  38 / 261 , BCE in this minibatch:  4.132469654083252
Batch :  39 / 261 , BCE in this minibatch:  4.403688907623291
Batch :  40 / 261 , BCE in this minibatch:  5.561151504516602
Batch :  41 / 261 , BCE in this minibatch:  4.998184680938721
Batch :  42 / 261 , BCE in this minibatch:  6.600465774536133
Batch :  43 / 261 , BCE in this minibatch:  4.45308256149292
Batch :  44 / 261 , BCE in this minibatch:  5.9301438331604
Batch :  45 / 261 , BCE in this minibatch:  4.253693580627441
Batch :  46 / 261 , BCE in this minibatch:  5.463135242462158
Batch :  47 / 261 , BCE in this minibatch:  8.793889999389648
Batch :  48 / 261 , BCE in this minibatch:  5.143908500671387
Batch :  49 / 261 , BCE in this minibatch:  4.998284339904785
Batch :  50 / 261 , BCE in this minibatch:  9.472710609436035
Batch :  51 / 261 , BCE in this minibatch:  5.433797836303711
Batch :  52 / 261 , BCE in this minibatch:  5.407626628875732
Batch :  53 / 261 , BCE in this minibatch:  4.857864856719971
Batch :  54 / 261 , BCE in this minibatch:  7.233242988586426
Batch :  55 / 261 , BCE in this minibatch:  6.329627990722656
Batch :  56 / 261 , BCE in this minibatch:  6.425224781036377
Batch :  57 / 261 , BCE in this minibatch:  4.865992546081543
Batch :  58 / 261 , BCE in this minibatch:  9.118935585021973
Batch :  59 / 261 , BCE in this minibatch:  5.254945755004883
Batch :  60 / 261 , BCE in this minibatch:  5.7486491203308105
Batch :  61 / 261 , BCE in this minibatch:  5.068365097045898
Batch :  62 / 261 , BCE in this minibatch:  4.493739604949951
Batch :  63 / 261 , BCE in this minibatch:  4.3892412185668945
Batch :  64 / 261 , BCE in this minibatch:  3.944009304046631
Batch :  65 / 261 , BCE in this minibatch:  5.88464879989624
Batch :  66 / 261 , BCE in this minibatch:  5.783842086791992
Batch :  67 / 261 , BCE in this minibatch:  8.17705249786377
Batch :  68 / 261 , BCE in this minibatch:  4.985162258148193
Batch :  69 / 261 , BCE in this minibatch:  7.028850078582764
Batch :  70 / 261 , BCE in this minibatch:  16.74266815185547
Batch :  71 / 261 , BCE in this minibatch:  5.653229236602783
Batch :  72 / 261 , BCE in this minibatch:  5.342540264129639
Batch :  73 / 261 , BCE in this minibatch:  14.940404891967773
Batch :  74 / 261 , BCE in this minibatch:  15.661906242370605
Batch :  75 / 261 , BCE in this minibatch:  5.821015357971191
Batch :  76 / 261 , BCE in this minibatch:  5.556469917297363
Batch :  77 / 261 , BCE in this minibatch:  6.633225440979004
Batch :  78 / 261 , BCE in this minibatch:  7.160874366760254
Batch :  79 / 261 , BCE in this minibatch:  4.929690361022949
Batch :  80 / 261 , BCE in this minibatch:  8.316679954528809
Batch :  81 / 261 , BCE in this minibatch:  6.642556667327881
Batch :  82 / 261 , BCE in this minibatch:  5.086569786071777
Batch :  83 / 261 , BCE in this minibatch:  10.307947158813477
Batch :  84 / 261 , BCE in this minibatch:  5.748717308044434
Batch :  85 / 261 , BCE in this minibatch:  6.481265544891357
Batch :  86 / 261 , BCE in this minibatch:  7.940507411956787
Batch :  87 / 261 , BCE in this minibatch:  5.482942581176758
Batch :  88 / 261 , BCE in this minibatch:  6.671726226806641
Batch :  89 / 261 , BCE in this minibatch:  5.153933525085449
Batch :  90 / 261 , BCE in this minibatch:  5.656886577606201
Batch :  91 / 261 , BCE in this minibatch:  4.343866348266602
Batch :  92 / 261 , BCE in this minibatch:  6.093283176422119
Batch :  93 / 261 , BCE in this minibatch:  9.104780197143555
Batch :  94 / 261 , BCE in this minibatch:  13.053047180175781
Batch :  95 / 261 , BCE in this minibatch:  9.670944213867188
Batch :  96 / 261 , BCE in this minibatch:  8.331384658813477
Batch :  97 / 261 , BCE in this minibatch:  10.570947647094727
Batch :  98 / 261 , BCE in this minibatch:  5.926709175109863
Batch :  99 / 261 , BCE in this minibatch:  7.691344261169434
Batch :  100 / 261 , BCE in this minibatch:  13.099963188171387
Batch :  101 / 261 , BCE in this minibatch:  5.500401496887207
Batch :  102 / 261 , BCE in this minibatch:  5.1087870597839355
Batch :  103 / 261 , BCE in this minibatch:  6.8021721839904785
Batch :  104 / 261 , BCE in this minibatch:  5.282508850097656
Batch :  105 / 261 , BCE in this minibatch:  9.83887767791748
Batch :  106 / 261 , BCE in this minibatch:  6.000390529632568
Batch :  107 / 261 , BCE in this minibatch:  6.242142200469971
Batch :  108 / 261 , BCE in this minibatch:  4.513730525970459
Batch :  109 / 261 , BCE in this minibatch:  6.537140369415283
Batch :  110 / 261 , BCE in this minibatch:  10.454131126403809
Batch :  111 / 261 , BCE in this minibatch:  5.9483747482299805
Batch :  112 / 261 , BCE in this minibatch:  8.028313636779785
Batch :  113 / 261 , BCE in this minibatch:  8.547544479370117
Batch :  114 / 261 , BCE in this minibatch:  7.865206241607666
Batch :  115 / 261 , BCE in this minibatch:  8.091282844543457
Batch :  116 / 261 , BCE in this minibatch:  6.308401584625244
Batch :  117 / 261 , BCE in this minibatch:  8.641351699829102
Batch :  118 / 261 , BCE in this minibatch:  8.303107261657715
Batch :  119 / 261 , BCE in this minibatch:  7.69524621963501
Batch :  120 / 261 , BCE in this minibatch:  8.136224746704102
Batch :  121 / 261 , BCE in this minibatch:  5.826442718505859
Batch :  122 / 261 , BCE in this minibatch:  7.725541114807129
Batch :  123 / 261 , BCE in this minibatch:  7.809045791625977
Batch :  124 / 261 , BCE in this minibatch:  4.571755409240723
Batch :  125 / 261 , BCE in this minibatch:  17.417749404907227
Batch :  126 / 261 , BCE in this minibatch:  6.507962703704834
Batch :  127 / 261 , BCE in this minibatch:  4.648911476135254
Batch :  128 / 261 , BCE in this minibatch:  7.597982406616211
Batch :  129 / 261 , BCE in this minibatch:  4.662816047668457
Batch :  130 / 261 , BCE in this minibatch:  15.725791931152344
Batch :  131 / 261 , BCE in this minibatch:  8.401139259338379
Batch :  132 / 261 , BCE in this minibatch:  7.943029403686523
Batch :  133 / 261 , BCE in this minibatch:  16.71860122680664
Batch :  134 / 261 , BCE in this minibatch:  8.636676788330078
Batch :  135 / 261 , BCE in this minibatch:  6.852470874786377
Batch :  136 / 261 , BCE in this minibatch:  5.2758564949035645
Batch :  137 / 261 , BCE in this minibatch:  10.705153465270996
Batch :  138 / 261 , BCE in this minibatch:  9.13503646850586
Batch :  139 / 261 , BCE in this minibatch:  6.051684379577637
Batch :  140 / 261 , BCE in this minibatch:  4.653960227966309
Batch :  141 / 261 , BCE in this minibatch:  7.071250915527344
Batch :  142 / 261 , BCE in this minibatch:  8.337051391601562
Batch :  143 / 261 , BCE in this minibatch:  13.247491836547852
Batch :  144 / 261 , BCE in this minibatch:  8.643183708190918
Batch :  145 / 261 , BCE in this minibatch:  4.871092319488525
Batch :  146 / 261 , BCE in this minibatch:  7.893194198608398
Batch :  147 / 261 , BCE in this minibatch:  5.672275543212891
Batch :  148 / 261 , BCE in this minibatch:  6.273913383483887
Batch :  149 / 261 , BCE in this minibatch:  5.389219284057617
Batch :  150 / 261 , BCE in this minibatch:  5.419543266296387
Batch :  151 / 261 , BCE in this minibatch:  4.665181636810303
Batch :  152 / 261 , BCE in this minibatch:  7.690598487854004
Batch :  153 / 261 , BCE in this minibatch:  6.143611431121826
Batch :  154 / 261 , BCE in this minibatch:  4.196888446807861
Batch :  155 / 261 , BCE in this minibatch:  3.8363704681396484
Batch :  156 / 261 , BCE in this minibatch:  8.281123161315918
Batch :  157 / 261 , BCE in this minibatch:  6.333498477935791
Batch :  158 / 261 , BCE in this minibatch:  13.856280326843262
Batch :  159 / 261 , BCE in this minibatch:  6.6592888832092285
Batch :  160 / 261 , BCE in this minibatch:  6.593523025512695
Batch :  161 / 261 , BCE in this minibatch:  9.561836242675781
Batch :  162 / 261 , BCE in this minibatch:  6.480068206787109
Batch :  163 / 261 , BCE in this minibatch:  6.9917707443237305
Batch :  164 / 261 , BCE in this minibatch:  13.247516632080078
Batch :  165 / 261 , BCE in this minibatch:  6.856262683868408
Batch :  166 / 261 , BCE in this minibatch:  16.500999450683594
Batch :  167 / 261 , BCE in this minibatch:  10.524263381958008
Batch :  168 / 261 , BCE in this minibatch:  11.171199798583984
Batch :  169 / 261 , BCE in this minibatch:  13.01887035369873
Batch :  170 / 261 , BCE in this minibatch:  13.988321304321289
Batch :  171 / 261 , BCE in this minibatch:  34.46459197998047
Batch :  172 / 261 , BCE in this minibatch:  35.66482162475586
Batch :  173 / 261 , BCE in this minibatch:  12.988656997680664
Batch :  174 / 261 , BCE in this minibatch:  7.762734413146973
Batch :  175 / 261 , BCE in this minibatch:  6.039592742919922
Batch :  176 / 261 , BCE in this minibatch:  7.473779201507568
Batch :  177 / 261 , BCE in this minibatch:  7.296721458435059
Batch :  178 / 261 , BCE in this minibatch:  8.440557479858398
Batch :  179 / 261 , BCE in this minibatch:  7.777977466583252
Batch :  180 / 261 , BCE in this minibatch:  8.045121192932129
Batch :  181 / 261 , BCE in this minibatch:  7.707332134246826
Batch :  182 / 261 , BCE in this minibatch:  6.32062292098999
Batch :  183 / 261 , BCE in this minibatch:  7.622868537902832
Batch :  184 / 261 , BCE in this minibatch:  12.260424613952637
Batch :  185 / 261 , BCE in this minibatch:  6.625340461730957
Batch :  186 / 261 , BCE in this minibatch:  13.246524810791016
Batch :  187 / 261 , BCE in this minibatch:  6.272628307342529
Batch :  188 / 261 , BCE in this minibatch:  7.18950891494751
Batch :  189 / 261 , BCE in this minibatch:  5.82407283782959
Batch :  190 / 261 , BCE in this minibatch:  8.614703178405762
Batch :  191 / 261 , BCE in this minibatch:  11.75571060180664
Batch :  192 / 261 , BCE in this minibatch:  8.187284469604492
Batch :  193 / 261 , BCE in this minibatch:  8.710090637207031
Batch :  194 / 261 , BCE in this minibatch:  8.548215866088867
Batch :  195 / 261 , BCE in this minibatch:  5.452356338500977
Batch :  196 / 261 , BCE in this minibatch:  6.618598937988281
Batch :  197 / 261 , BCE in this minibatch:  6.460479259490967
Batch :  198 / 261 , BCE in this minibatch:  9.834647178649902
Batch :  199 / 261 , BCE in this minibatch:  7.3239898681640625
Batch :  200 / 261 , BCE in this minibatch:  12.35758113861084
Batch :  201 / 261 , BCE in this minibatch:  9.752710342407227
Batch :  202 / 261 , BCE in this minibatch:  11.370546340942383
Batch :  203 / 261 , BCE in this minibatch:  8.686050415039062
Batch :  204 / 261 , BCE in this minibatch:  7.459744930267334
Batch :  205 / 261 , BCE in this minibatch:  7.382930755615234
Batch :  206 / 261 , BCE in this minibatch:  8.015463829040527
Batch :  207 / 261 , BCE in this minibatch:  7.739866733551025
Batch :  208 / 261 , BCE in this minibatch:  6.339358806610107
Batch :  209 / 261 , BCE in this minibatch:  8.212957382202148
Batch :  210 / 261 , BCE in this minibatch:  19.81282615661621
Batch :  211 / 261 , BCE in this minibatch:  23.992992401123047
Batch :  212 / 261 , BCE in this minibatch:  11.89697551727295
Batch :  213 / 261 , BCE in this minibatch:  18.712499618530273
Batch :  214 / 261 , BCE in this minibatch:  13.360042572021484
Batch :  215 / 261 , BCE in this minibatch:  5.212573528289795
Batch :  216 / 261 , BCE in this minibatch:  4.9415693283081055
Batch :  217 / 261 , BCE in this minibatch:  4.70955228805542
Batch :  218 / 261 , BCE in this minibatch:  7.0233988761901855
Batch :  219 / 261 , BCE in this minibatch:  7.419281482696533
Batch :  220 / 261 , BCE in this minibatch:  15.815396308898926
Batch :  221 / 261 , BCE in this minibatch:  9.270157814025879
Batch :  222 / 261 , BCE in this minibatch:  8.890252113342285
Batch :  223 / 261 , BCE in this minibatch:  5.843325138092041
Batch :  224 / 261 , BCE in this minibatch:  16.40680503845215
Batch :  225 / 261 , BCE in this minibatch:  28.156557083129883
Batch :  226 / 261 , BCE in this minibatch:  10.969722747802734
Batch :  227 / 261 , BCE in this minibatch:  6.5693206787109375
Batch :  228 / 261 , BCE in this minibatch:  9.300764083862305
Batch :  229 / 261 , BCE in this minibatch:  8.554244041442871
Batch :  230 / 261 , BCE in this minibatch:  8.185887336730957
Batch :  231 / 261 , BCE in this minibatch:  9.380526542663574
Batch :  232 / 261 , BCE in this minibatch:  8.283529281616211
Batch :  233 / 261 , BCE in this minibatch:  8.993249893188477
Batch :  234 / 261 , BCE in this minibatch:  6.8213677406311035
Batch :  235 / 261 , BCE in this minibatch:  9.086705207824707
Batch :  236 / 261 , BCE in this minibatch:  7.517028331756592
Batch :  237 / 261 , BCE in this minibatch:  6.411632061004639
Batch :  238 / 261 , BCE in this minibatch:  7.940165042877197
Batch :  239 / 261 , BCE in this minibatch:  6.5589919090271
Batch :  240 / 261 , BCE in this minibatch:  8.13223648071289
Batch :  241 / 261 , BCE in this minibatch:  6.340342998504639
Batch :  242 / 261 , BCE in this minibatch:  5.650754451751709
Batch :  243 / 261 , BCE in this minibatch:  4.827801704406738
Batch :  244 / 261 , BCE in this minibatch:  6.115170478820801
Batch :  245 / 261 , BCE in this minibatch:  8.812714576721191
Batch :  246 / 261 , BCE in this minibatch:  7.536230564117432
Batch :  247 / 261 , BCE in this minibatch:  8.890998840332031
Batch :  248 / 261 , BCE in this minibatch:  6.274050712585449
Batch :  249 / 261 , BCE in this minibatch:  9.599740028381348
Batch :  250 / 261 , BCE in this minibatch:  7.993192195892334
Batch :  251 / 261 , BCE in this minibatch:  5.460915565490723
Batch :  252 / 261 , BCE in this minibatch:  11.796807289123535
Batch :  253 / 261 , BCE in this minibatch:  13.198205947875977
Batch :  254 / 261 , BCE in this minibatch:  13.785520553588867
Batch :  255 / 261 , BCE in this minibatch:  7.188440322875977
Batch :  256 / 261 , BCE in this minibatch:  10.407047271728516
Batch :  257 / 261 , BCE in this minibatch:  10.905817985534668
Batch :  258 / 261 , BCE in this minibatch:  8.410808563232422
Batch :  259 / 261 , BCE in this minibatch:  6.836378574371338
Batch :  260 / 261 , BCE in this minibatch:  5.266864776611328
Batch :  261 / 261 , BCE in this minibatch:  4.792818546295166
epoch: 20  train_loss: 7.877068907821772
Batch :  1 / 261 , BCE in this minibatch:  4.217526912689209
Batch :  2 / 261 , BCE in this minibatch:  5.195140361785889
Batch :  3 / 261 , BCE in this minibatch:  5.074212551116943
Batch :  4 / 261 , BCE in this minibatch:  5.019627094268799
Batch :  5 / 261 , BCE in this minibatch:  5.772421836853027
Batch :  6 / 261 , BCE in this minibatch:  5.485746383666992
Batch :  7 / 261 , BCE in this minibatch:  5.785554885864258
Batch :  8 / 261 , BCE in this minibatch:  5.34273099899292
Batch :  9 / 261 , BCE in this minibatch:  4.448153972625732
Batch :  10 / 261 , BCE in this minibatch:  5.292116165161133
Batch :  11 / 261 , BCE in this minibatch:  4.836451053619385
Batch :  12 / 261 , BCE in this minibatch:  4.970056533813477
Batch :  13 / 261 , BCE in this minibatch:  5.61254358291626
Batch :  14 / 261 , BCE in this minibatch:  5.433261394500732
Batch :  15 / 261 , BCE in this minibatch:  5.02239465713501
Batch :  16 / 261 , BCE in this minibatch:  5.24268102645874
Batch :  17 / 261 , BCE in this minibatch:  9.70926570892334
Batch :  18 / 261 , BCE in this minibatch:  5.238316059112549
Batch :  19 / 261 , BCE in this minibatch:  4.690995693206787
Batch :  20 / 261 , BCE in this minibatch:  4.594951152801514
Batch :  21 / 261 , BCE in this minibatch:  4.4419074058532715
Batch :  22 / 261 , BCE in this minibatch:  4.511581897735596
Batch :  23 / 261 , BCE in this minibatch:  4.255600452423096
Batch :  24 / 261 , BCE in this minibatch:  5.530170917510986
Batch :  25 / 261 , BCE in this minibatch:  5.696628093719482
Batch :  26 / 261 , BCE in this minibatch:  5.319095134735107
Batch :  27 / 261 , BCE in this minibatch:  3.8856358528137207
Batch :  28 / 261 , BCE in this minibatch:  5.227133274078369
Batch :  29 / 261 , BCE in this minibatch:  4.449729919433594
Batch :  30 / 261 , BCE in this minibatch:  5.670848369598389
Batch :  31 / 261 , BCE in this minibatch:  4.487669944763184
Batch :  32 / 261 , BCE in this minibatch:  4.6626200675964355
Batch :  33 / 261 , BCE in this minibatch:  4.556764602661133
Batch :  34 / 261 , BCE in this minibatch:  3.8610541820526123
Batch :  35 / 261 , BCE in this minibatch:  6.970097064971924
Batch :  36 / 261 , BCE in this minibatch:  4.161620616912842
Batch :  37 / 261 , BCE in this minibatch:  4.219937324523926
Batch :  38 / 261 , BCE in this minibatch:  4.121503829956055
Batch :  39 / 261 , BCE in this minibatch:  4.403349876403809
Batch :  40 / 261 , BCE in this minibatch:  5.553717613220215
Batch :  41 / 261 , BCE in this minibatch:  4.984877586364746
Batch :  42 / 261 , BCE in this minibatch:  6.580452919006348
Batch :  43 / 261 , BCE in this minibatch:  4.446959972381592
Batch :  44 / 261 , BCE in this minibatch:  5.911624431610107
Batch :  45 / 261 , BCE in this minibatch:  4.23282527923584
Batch :  46 / 261 , BCE in this minibatch:  5.407405376434326
Batch :  47 / 261 , BCE in this minibatch:  8.774950981140137
Batch :  48 / 261 , BCE in this minibatch:  5.130716323852539
Batch :  49 / 261 , BCE in this minibatch:  4.9968438148498535
Batch :  50 / 261 , BCE in this minibatch:  9.416449546813965
Batch :  51 / 261 , BCE in this minibatch:  5.461518287658691
Batch :  52 / 261 , BCE in this minibatch:  5.38923978805542
Batch :  53 / 261 , BCE in this minibatch:  4.838553428649902
Batch :  54 / 261 , BCE in this minibatch:  7.223804473876953
Batch :  55 / 261 , BCE in this minibatch:  6.321663856506348
Batch :  56 / 261 , BCE in this minibatch:  6.42744255065918
Batch :  57 / 261 , BCE in this minibatch:  4.850689888000488
Batch :  58 / 261 , BCE in this minibatch:  9.119229316711426
Batch :  59 / 261 , BCE in this minibatch:  5.242155075073242
Batch :  60 / 261 , BCE in this minibatch:  5.747405052185059
Batch :  61 / 261 , BCE in this minibatch:  5.050526142120361
Batch :  62 / 261 , BCE in this minibatch:  4.504544734954834
Batch :  63 / 261 , BCE in this minibatch:  4.389331817626953
Batch :  64 / 261 , BCE in this minibatch:  3.9396450519561768
Batch :  65 / 261 , BCE in this minibatch:  5.895223617553711
Batch :  66 / 261 , BCE in this minibatch:  5.791379928588867
Batch :  67 / 261 , BCE in this minibatch:  8.105469703674316
Batch :  68 / 261 , BCE in this minibatch:  4.965993881225586
Batch :  69 / 261 , BCE in this minibatch:  6.977116107940674
Batch :  70 / 261 , BCE in this minibatch:  16.751062393188477
Batch :  71 / 261 , BCE in this minibatch:  5.651686668395996
Batch :  72 / 261 , BCE in this minibatch:  5.328795433044434
Batch :  73 / 261 , BCE in this minibatch:  14.946041107177734
Batch :  74 / 261 , BCE in this minibatch:  15.511399269104004
Batch :  75 / 261 , BCE in this minibatch:  5.790942668914795
Batch :  76 / 261 , BCE in this minibatch:  5.5508294105529785
Batch :  77 / 261 , BCE in this minibatch:  6.647535800933838
Batch :  78 / 261 , BCE in this minibatch:  7.141729831695557
Batch :  79 / 261 , BCE in this minibatch:  4.895654201507568
Batch :  80 / 261 , BCE in this minibatch:  8.293047904968262
Batch :  81 / 261 , BCE in this minibatch:  6.6578688621521
Batch :  82 / 261 , BCE in this minibatch:  5.028792858123779
Batch :  83 / 261 , BCE in this minibatch:  10.277029991149902
Batch :  84 / 261 , BCE in this minibatch:  5.7441253662109375
Batch :  85 / 261 , BCE in this minibatch:  6.4538350105285645
Batch :  86 / 261 , BCE in this minibatch:  7.934123992919922
Batch :  87 / 261 , BCE in this minibatch:  5.4944891929626465
Batch :  88 / 261 , BCE in this minibatch:  6.611549377441406
Batch :  89 / 261 , BCE in this minibatch:  5.149679183959961
Batch :  90 / 261 , BCE in this minibatch:  5.641088962554932
Batch :  91 / 261 , BCE in this minibatch:  4.353793621063232
Batch :  92 / 261 , BCE in this minibatch:  6.042208671569824
Batch :  93 / 261 , BCE in this minibatch:  9.032061576843262
Batch :  94 / 261 , BCE in this minibatch:  12.935999870300293
Batch :  95 / 261 , BCE in this minibatch:  9.567748069763184
Batch :  96 / 261 , BCE in this minibatch:  8.304764747619629
Batch :  97 / 261 , BCE in this minibatch:  10.5392427444458
Batch :  98 / 261 , BCE in this minibatch:  5.900964260101318
Batch :  99 / 261 , BCE in this minibatch:  7.666055202484131
Batch :  100 / 261 , BCE in this minibatch:  13.016222953796387
Batch :  101 / 261 , BCE in this minibatch:  5.473719596862793
Batch :  102 / 261 , BCE in this minibatch:  5.168454647064209
Batch :  103 / 261 , BCE in this minibatch:  6.81913423538208
Batch :  104 / 261 , BCE in this minibatch:  5.229024410247803
Batch :  105 / 261 , BCE in this minibatch:  9.741753578186035
Batch :  106 / 261 , BCE in this minibatch:  6.01602840423584
Batch :  107 / 261 , BCE in this minibatch:  6.21635103225708
Batch :  108 / 261 , BCE in this minibatch:  4.489017963409424
Batch :  109 / 261 , BCE in this minibatch:  6.5167622566223145
Batch :  110 / 261 , BCE in this minibatch:  10.415562629699707
Batch :  111 / 261 , BCE in this minibatch:  6.002992630004883
Batch :  112 / 261 , BCE in this minibatch:  7.975503444671631
Batch :  113 / 261 , BCE in this minibatch:  8.528776168823242
Batch :  114 / 261 , BCE in this minibatch:  7.885280132293701
Batch :  115 / 261 , BCE in this minibatch:  7.999457359313965
Batch :  116 / 261 , BCE in this minibatch:  6.314533710479736
Batch :  117 / 261 , BCE in this minibatch:  8.617380142211914
Batch :  118 / 261 , BCE in this minibatch:  8.323753356933594
Batch :  119 / 261 , BCE in this minibatch:  7.670957088470459
Batch :  120 / 261 , BCE in this minibatch:  8.10789966583252
Batch :  121 / 261 , BCE in this minibatch:  5.804280757904053
Batch :  122 / 261 , BCE in this minibatch:  7.712401866912842
Batch :  123 / 261 , BCE in this minibatch:  7.803726673126221
Batch :  124 / 261 , BCE in this minibatch:  4.600762844085693
Batch :  125 / 261 , BCE in this minibatch:  17.32719612121582
Batch :  126 / 261 , BCE in this minibatch:  6.5060601234436035
Batch :  127 / 261 , BCE in this minibatch:  4.648637294769287
Batch :  128 / 261 , BCE in this minibatch:  7.541869640350342
Batch :  129 / 261 , BCE in this minibatch:  4.617123603820801
Batch :  130 / 261 , BCE in this minibatch:  15.675177574157715
Batch :  131 / 261 , BCE in this minibatch:  8.402772903442383
Batch :  132 / 261 , BCE in this minibatch:  7.94716215133667
Batch :  133 / 261 , BCE in this minibatch:  16.709440231323242
Batch :  134 / 261 , BCE in this minibatch:  8.594544410705566
Batch :  135 / 261 , BCE in this minibatch:  6.798353672027588
Batch :  136 / 261 , BCE in this minibatch:  5.262146472930908
Batch :  137 / 261 , BCE in this minibatch:  10.649667739868164
Batch :  138 / 261 , BCE in this minibatch:  9.062997817993164
Batch :  139 / 261 , BCE in this minibatch:  5.997492790222168
Batch :  140 / 261 , BCE in this minibatch:  4.667289733886719
Batch :  141 / 261 , BCE in this minibatch:  7.037440776824951
Batch :  142 / 261 , BCE in this minibatch:  8.332198143005371
Batch :  143 / 261 , BCE in this minibatch:  13.235129356384277
Batch :  144 / 261 , BCE in this minibatch:  8.640692710876465
Batch :  145 / 261 , BCE in this minibatch:  4.841299057006836
Batch :  146 / 261 , BCE in this minibatch:  7.848508358001709
Batch :  147 / 261 , BCE in this minibatch:  5.674185276031494
Batch :  148 / 261 , BCE in this minibatch:  6.231836318969727
Batch :  149 / 261 , BCE in this minibatch:  5.375450134277344
Batch :  150 / 261 , BCE in this minibatch:  5.375098705291748
Batch :  151 / 261 , BCE in this minibatch:  4.652387619018555
Batch :  152 / 261 , BCE in this minibatch:  7.664674282073975
Batch :  153 / 261 , BCE in this minibatch:  6.105562686920166
Batch :  154 / 261 , BCE in this minibatch:  4.203964710235596
Batch :  155 / 261 , BCE in this minibatch:  3.808387517929077
Batch :  156 / 261 , BCE in this minibatch:  8.232572555541992
Batch :  157 / 261 , BCE in this minibatch:  6.3421406745910645
Batch :  158 / 261 , BCE in this minibatch:  13.835779190063477
Batch :  159 / 261 , BCE in this minibatch:  6.670097351074219
Batch :  160 / 261 , BCE in this minibatch:  6.5765061378479
Batch :  161 / 261 , BCE in this minibatch:  9.53844165802002
Batch :  162 / 261 , BCE in this minibatch:  6.421320915222168
Batch :  163 / 261 , BCE in this minibatch:  6.948819160461426
Batch :  164 / 261 , BCE in this minibatch:  13.175422668457031
Batch :  165 / 261 , BCE in this minibatch:  6.844442844390869
Batch :  166 / 261 , BCE in this minibatch:  16.334779739379883
Batch :  167 / 261 , BCE in this minibatch:  10.411042213439941
Batch :  168 / 261 , BCE in this minibatch:  11.101385116577148
Batch :  169 / 261 , BCE in this minibatch:  12.95634651184082
Batch :  170 / 261 , BCE in this minibatch:  14.016227722167969
Batch :  171 / 261 , BCE in this minibatch:  34.339046478271484
Batch :  172 / 261 , BCE in this minibatch:  35.33283615112305
Batch :  173 / 261 , BCE in this minibatch:  12.971274375915527
Batch :  174 / 261 , BCE in this minibatch:  7.741588115692139
Batch :  175 / 261 , BCE in this minibatch:  6.129554748535156
Batch :  176 / 261 , BCE in this minibatch:  7.545444011688232
Batch :  177 / 261 , BCE in this minibatch:  7.375434398651123
Batch :  178 / 261 , BCE in this minibatch:  8.51168155670166
Batch :  179 / 261 , BCE in this minibatch:  7.814218521118164
Batch :  180 / 261 , BCE in this minibatch:  7.990612506866455
Batch :  181 / 261 , BCE in this minibatch:  7.746705055236816
Batch :  182 / 261 , BCE in this minibatch:  6.254275321960449
Batch :  183 / 261 , BCE in this minibatch:  7.57405948638916
Batch :  184 / 261 , BCE in this minibatch:  12.213334083557129
Batch :  185 / 261 , BCE in this minibatch:  6.523852348327637
Batch :  186 / 261 , BCE in this minibatch:  13.25557804107666
Batch :  187 / 261 , BCE in this minibatch:  6.2071380615234375
Batch :  188 / 261 , BCE in this minibatch:  7.135169982910156
Batch :  189 / 261 , BCE in this minibatch:  5.802177906036377
Batch :  190 / 261 , BCE in this minibatch:  8.596288681030273
Batch :  191 / 261 , BCE in this minibatch:  11.805731773376465
Batch :  192 / 261 , BCE in this minibatch:  8.162727355957031
Batch :  193 / 261 , BCE in this minibatch:  8.650561332702637
Batch :  194 / 261 , BCE in this minibatch:  8.47791576385498
Batch :  195 / 261 , BCE in this minibatch:  5.4147047996521
Batch :  196 / 261 , BCE in this minibatch:  6.531630039215088
Batch :  197 / 261 , BCE in this minibatch:  6.403632164001465
Batch :  198 / 261 , BCE in this minibatch:  9.79172134399414
Batch :  199 / 261 , BCE in this minibatch:  7.26133918762207
Batch :  200 / 261 , BCE in this minibatch:  12.301865577697754
Batch :  201 / 261 , BCE in this minibatch:  9.725883483886719
Batch :  202 / 261 , BCE in this minibatch:  11.331480026245117
Batch :  203 / 261 , BCE in this minibatch:  8.617387771606445
Batch :  204 / 261 , BCE in this minibatch:  7.475752353668213
Batch :  205 / 261 , BCE in this minibatch:  7.357149600982666
Batch :  206 / 261 , BCE in this minibatch:  8.000001907348633
Batch :  207 / 261 , BCE in this minibatch:  7.753357887268066
Batch :  208 / 261 , BCE in this minibatch:  6.342771530151367
Batch :  209 / 261 , BCE in this minibatch:  8.108765602111816
Batch :  210 / 261 , BCE in this minibatch:  19.776748657226562
Batch :  211 / 261 , BCE in this minibatch:  23.958965301513672
Batch :  212 / 261 , BCE in this minibatch:  11.833654403686523
Batch :  213 / 261 , BCE in this minibatch:  18.63052749633789
Batch :  214 / 261 , BCE in this minibatch:  13.31700611114502
Batch :  215 / 261 , BCE in this minibatch:  5.219677925109863
Batch :  216 / 261 , BCE in this minibatch:  4.941290378570557
Batch :  217 / 261 , BCE in this minibatch:  4.664987564086914
Batch :  218 / 261 , BCE in this minibatch:  6.9641523361206055
Batch :  219 / 261 , BCE in this minibatch:  7.4249796867370605
Batch :  220 / 261 , BCE in this minibatch:  15.796452522277832
Batch :  221 / 261 , BCE in this minibatch:  9.197188377380371
Batch :  222 / 261 , BCE in this minibatch:  8.864713668823242
Batch :  223 / 261 , BCE in this minibatch:  5.8769707679748535
Batch :  224 / 261 , BCE in this minibatch:  16.361621856689453
Batch :  225 / 261 , BCE in this minibatch:  27.969585418701172
Batch :  226 / 261 , BCE in this minibatch:  10.914167404174805
Batch :  227 / 261 , BCE in this minibatch:  6.540038585662842
Batch :  228 / 261 , BCE in this minibatch:  9.264029502868652
Batch :  229 / 261 , BCE in this minibatch:  8.493207931518555
Batch :  230 / 261 , BCE in this minibatch:  8.180147171020508
Batch :  231 / 261 , BCE in this minibatch:  9.40756893157959
Batch :  232 / 261 , BCE in this minibatch:  8.289471626281738
Batch :  233 / 261 , BCE in this minibatch:  9.023208618164062
Batch :  234 / 261 , BCE in this minibatch:  6.804318904876709
Batch :  235 / 261 , BCE in this minibatch:  9.046323776245117
Batch :  236 / 261 , BCE in this minibatch:  7.484696388244629
Batch :  237 / 261 , BCE in this minibatch:  6.384133815765381
Batch :  238 / 261 , BCE in this minibatch:  7.895549774169922
Batch :  239 / 261 , BCE in this minibatch:  6.501453876495361
Batch :  240 / 261 , BCE in this minibatch:  8.084699630737305
Batch :  241 / 261 , BCE in this minibatch:  6.316688537597656
Batch :  242 / 261 , BCE in this minibatch:  5.644031047821045
Batch :  243 / 261 , BCE in this minibatch:  4.812036991119385
Batch :  244 / 261 , BCE in this minibatch:  6.111844062805176
Batch :  245 / 261 , BCE in this minibatch:  8.832642555236816
Batch :  246 / 261 , BCE in this minibatch:  7.50201940536499
Batch :  247 / 261 , BCE in this minibatch:  8.87571907043457
Batch :  248 / 261 , BCE in this minibatch:  6.221959114074707
Batch :  249 / 261 , BCE in this minibatch:  9.509109497070312
Batch :  250 / 261 , BCE in this minibatch:  7.879856586456299
Batch :  251 / 261 , BCE in this minibatch:  5.46864128112793
Batch :  252 / 261 , BCE in this minibatch:  11.72359561920166
Batch :  253 / 261 , BCE in this minibatch:  13.115378379821777
Batch :  254 / 261 , BCE in this minibatch:  13.777124404907227
Batch :  255 / 261 , BCE in this minibatch:  7.162968158721924
Batch :  256 / 261 , BCE in this minibatch:  10.369561195373535
Batch :  257 / 261 , BCE in this minibatch:  10.88520336151123
Batch :  258 / 261 , BCE in this minibatch:  8.440649032592773
Batch :  259 / 261 , BCE in this minibatch:  6.832314491271973
Batch :  260 / 261 , BCE in this minibatch:  5.257370948791504
Batch :  261 / 261 , BCE in this minibatch:  4.75684118270874
epoch: 21  train_loss: 7.852147709820919
Batch :  1 / 261 , BCE in this minibatch:  4.155276298522949
Batch :  2 / 261 , BCE in this minibatch:  5.162873268127441
Batch :  3 / 261 , BCE in this minibatch:  5.073687553405762
Batch :  4 / 261 , BCE in this minibatch:  5.019981384277344
Batch :  5 / 261 , BCE in this minibatch:  5.785802841186523
Batch :  6 / 261 , BCE in this minibatch:  5.425496578216553
Batch :  7 / 261 , BCE in this minibatch:  5.782185077667236
Batch :  8 / 261 , BCE in this minibatch:  5.352012634277344
Batch :  9 / 261 , BCE in this minibatch:  4.438921928405762
Batch :  10 / 261 , BCE in this minibatch:  5.249514579772949
Batch :  11 / 261 , BCE in this minibatch:  4.806518077850342
Batch :  12 / 261 , BCE in this minibatch:  4.952164649963379
Batch :  13 / 261 , BCE in this minibatch:  5.605673789978027
Batch :  14 / 261 , BCE in this minibatch:  5.431151390075684
Batch :  15 / 261 , BCE in this minibatch:  5.025039196014404
Batch :  16 / 261 , BCE in this minibatch:  5.244284629821777
Batch :  17 / 261 , BCE in this minibatch:  9.63732624053955
Batch :  18 / 261 , BCE in this minibatch:  5.224714756011963
Batch :  19 / 261 , BCE in this minibatch:  4.711179733276367
Batch :  20 / 261 , BCE in this minibatch:  4.597978591918945
Batch :  21 / 261 , BCE in this minibatch:  4.4515557289123535
Batch :  22 / 261 , BCE in this minibatch:  4.476413726806641
Batch :  23 / 261 , BCE in this minibatch:  4.239823341369629
Batch :  24 / 261 , BCE in this minibatch:  5.504538536071777
Batch :  25 / 261 , BCE in this minibatch:  5.6728363037109375
Batch :  26 / 261 , BCE in this minibatch:  5.323705673217773
Batch :  27 / 261 , BCE in this minibatch:  3.8741252422332764
Batch :  28 / 261 , BCE in this minibatch:  5.213923931121826
Batch :  29 / 261 , BCE in this minibatch:  4.451393127441406
Batch :  30 / 261 , BCE in this minibatch:  5.673563003540039
Batch :  31 / 261 , BCE in this minibatch:  4.470244884490967
Batch :  32 / 261 , BCE in this minibatch:  4.676946640014648
Batch :  33 / 261 , BCE in this minibatch:  4.527462482452393
Batch :  34 / 261 , BCE in this minibatch:  3.820981502532959
Batch :  35 / 261 , BCE in this minibatch:  6.937446594238281
Batch :  36 / 261 , BCE in this minibatch:  4.152320861816406
Batch :  37 / 261 , BCE in this minibatch:  4.227036952972412
Batch :  38 / 261 , BCE in this minibatch:  4.120392799377441
Batch :  39 / 261 , BCE in this minibatch:  4.393571376800537
Batch :  40 / 261 , BCE in this minibatch:  5.512492656707764
Batch :  41 / 261 , BCE in this minibatch:  4.994948863983154
Batch :  42 / 261 , BCE in this minibatch:  6.588691711425781
Batch :  43 / 261 , BCE in this minibatch:  4.42696475982666
Batch :  44 / 261 , BCE in this minibatch:  5.85980224609375
Batch :  45 / 261 , BCE in this minibatch:  4.246036529541016
Batch :  46 / 261 , BCE in this minibatch:  5.388871192932129
Batch :  47 / 261 , BCE in this minibatch:  8.719450950622559
Batch :  48 / 261 , BCE in this minibatch:  5.115891456604004
Batch :  49 / 261 , BCE in this minibatch:  4.966044902801514
Batch :  50 / 261 , BCE in this minibatch:  9.404021263122559
Batch :  51 / 261 , BCE in this minibatch:  5.392892360687256
Batch :  52 / 261 , BCE in this minibatch:  5.364952564239502
Batch :  53 / 261 , BCE in this minibatch:  4.8404221534729
Batch :  54 / 261 , BCE in this minibatch:  7.228658676147461
Batch :  55 / 261 , BCE in this minibatch:  6.319587230682373
Batch :  56 / 261 , BCE in this minibatch:  6.397609710693359
Batch :  57 / 261 , BCE in this minibatch:  4.835694789886475
Batch :  58 / 261 , BCE in this minibatch:  9.048367500305176
Batch :  59 / 261 , BCE in this minibatch:  5.221319198608398
Batch :  60 / 261 , BCE in this minibatch:  5.748785972595215
Batch :  61 / 261 , BCE in this minibatch:  5.0439300537109375
Batch :  62 / 261 , BCE in this minibatch:  4.503321647644043
Batch :  63 / 261 , BCE in this minibatch:  4.397536754608154
Batch :  64 / 261 , BCE in this minibatch:  3.9186923503875732
Batch :  65 / 261 , BCE in this minibatch:  5.845931053161621
Batch :  66 / 261 , BCE in this minibatch:  5.774191856384277
Batch :  67 / 261 , BCE in this minibatch:  8.068774223327637
Batch :  68 / 261 , BCE in this minibatch:  4.961148262023926
Batch :  69 / 261 , BCE in this minibatch:  6.936392307281494
Batch :  70 / 261 , BCE in this minibatch:  16.600976943969727
Batch :  71 / 261 , BCE in this minibatch:  5.600114345550537
Batch :  72 / 261 , BCE in this minibatch:  5.338042736053467
Batch :  73 / 261 , BCE in this minibatch:  14.899089813232422
Batch :  74 / 261 , BCE in this minibatch:  15.47440242767334
Batch :  75 / 261 , BCE in this minibatch:  5.76793909072876
Batch :  76 / 261 , BCE in this minibatch:  5.472433090209961
Batch :  77 / 261 , BCE in this minibatch:  6.586701393127441
Batch :  78 / 261 , BCE in this minibatch:  7.099618434906006
Batch :  79 / 261 , BCE in this minibatch:  4.860259532928467
Batch :  80 / 261 , BCE in this minibatch:  8.296880722045898
Batch :  81 / 261 , BCE in this minibatch:  6.62052583694458
Batch :  82 / 261 , BCE in this minibatch:  5.011358261108398
Batch :  83 / 261 , BCE in this minibatch:  10.283965110778809
Batch :  84 / 261 , BCE in this minibatch:  5.723979949951172
Batch :  85 / 261 , BCE in this minibatch:  6.419398307800293
Batch :  86 / 261 , BCE in this minibatch:  7.850800514221191
Batch :  87 / 261 , BCE in this minibatch:  5.477543830871582
Batch :  88 / 261 , BCE in this minibatch:  6.629127502441406
Batch :  89 / 261 , BCE in this minibatch:  5.142670631408691
Batch :  90 / 261 , BCE in this minibatch:  5.6295647621154785
Batch :  91 / 261 , BCE in this minibatch:  4.352479457855225
Batch :  92 / 261 , BCE in this minibatch:  6.057615280151367
Batch :  93 / 261 , BCE in this minibatch:  8.987994194030762
Batch :  94 / 261 , BCE in this minibatch:  12.880660057067871
Batch :  95 / 261 , BCE in this minibatch:  9.484307289123535
Batch :  96 / 261 , BCE in this minibatch:  8.273221015930176
Batch :  97 / 261 , BCE in this minibatch:  10.514716148376465
Batch :  98 / 261 , BCE in this minibatch:  5.879096984863281
Batch :  99 / 261 , BCE in this minibatch:  7.633179187774658
Batch :  100 / 261 , BCE in this minibatch:  12.953292846679688
Batch :  101 / 261 , BCE in this minibatch:  5.489230632781982
Batch :  102 / 261 , BCE in this minibatch:  5.099525451660156
Batch :  103 / 261 , BCE in this minibatch:  6.857699871063232
Batch :  104 / 261 , BCE in this minibatch:  5.229337692260742
Batch :  105 / 261 , BCE in this minibatch:  9.715153694152832
Batch :  106 / 261 , BCE in this minibatch:  5.961087226867676
Batch :  107 / 261 , BCE in this minibatch:  6.165351390838623
Batch :  108 / 261 , BCE in this minibatch:  4.463580131530762
Batch :  109 / 261 , BCE in this minibatch:  6.543176174163818
Batch :  110 / 261 , BCE in this minibatch:  10.342988014221191
Batch :  111 / 261 , BCE in this minibatch:  5.937553405761719
Batch :  112 / 261 , BCE in this minibatch:  7.973746299743652
Batch :  113 / 261 , BCE in this minibatch:  8.475369453430176
Batch :  114 / 261 , BCE in this minibatch:  7.842017650604248
Batch :  115 / 261 , BCE in this minibatch:  8.00857162475586
Batch :  116 / 261 , BCE in this minibatch:  6.300878524780273
Batch :  117 / 261 , BCE in this minibatch:  8.625231742858887
Batch :  118 / 261 , BCE in this minibatch:  8.329999923706055
Batch :  119 / 261 , BCE in this minibatch:  7.6539082527160645
Batch :  120 / 261 , BCE in this minibatch:  8.154487609863281
Batch :  121 / 261 , BCE in this minibatch:  5.750601768493652
Batch :  122 / 261 , BCE in this minibatch:  7.6577911376953125
Batch :  123 / 261 , BCE in this minibatch:  7.754720687866211
Batch :  124 / 261 , BCE in this minibatch:  4.597019195556641
Batch :  125 / 261 , BCE in this minibatch:  17.270517349243164
Batch :  126 / 261 , BCE in this minibatch:  6.449235916137695
Batch :  127 / 261 , BCE in this minibatch:  4.638233661651611
Batch :  128 / 261 , BCE in this minibatch:  7.504771709442139
Batch :  129 / 261 , BCE in this minibatch:  4.589687347412109
Batch :  130 / 261 , BCE in this minibatch:  15.723572731018066
Batch :  131 / 261 , BCE in this minibatch:  8.379648208618164
Batch :  132 / 261 , BCE in this minibatch:  7.918670177459717
Batch :  133 / 261 , BCE in this minibatch:  16.697603225708008
Batch :  134 / 261 , BCE in this minibatch:  8.561025619506836
Batch :  135 / 261 , BCE in this minibatch:  6.779356956481934
Batch :  136 / 261 , BCE in this minibatch:  5.233142852783203
Batch :  137 / 261 , BCE in this minibatch:  10.623294830322266
Batch :  138 / 261 , BCE in this minibatch:  9.0777006149292
Batch :  139 / 261 , BCE in this minibatch:  5.980669021606445
Batch :  140 / 261 , BCE in this minibatch:  4.615335464477539
Batch :  141 / 261 , BCE in this minibatch:  7.01192569732666
Batch :  142 / 261 , BCE in this minibatch:  8.259495735168457
Batch :  143 / 261 , BCE in this minibatch:  13.174933433532715
Batch :  144 / 261 , BCE in this minibatch:  8.587634086608887
Batch :  145 / 261 , BCE in this minibatch:  4.816425800323486
Batch :  146 / 261 , BCE in this minibatch:  7.833838939666748
Batch :  147 / 261 , BCE in this minibatch:  5.646079063415527
Batch :  148 / 261 , BCE in this minibatch:  6.189917087554932
Batch :  149 / 261 , BCE in this minibatch:  5.340584754943848
Batch :  150 / 261 , BCE in this minibatch:  5.363042831420898
Batch :  151 / 261 , BCE in this minibatch:  4.629853248596191
Batch :  152 / 261 , BCE in this minibatch:  7.645358562469482
Batch :  153 / 261 , BCE in this minibatch:  6.0738654136657715
Batch :  154 / 261 , BCE in this minibatch:  4.142127990722656
Batch :  155 / 261 , BCE in this minibatch:  3.796170949935913
Batch :  156 / 261 , BCE in this minibatch:  8.24089527130127
Batch :  157 / 261 , BCE in this minibatch:  6.324183464050293
Batch :  158 / 261 , BCE in this minibatch:  13.817793846130371
Batch :  159 / 261 , BCE in this minibatch:  6.6790242195129395
Batch :  160 / 261 , BCE in this minibatch:  6.570094585418701
Batch :  161 / 261 , BCE in this minibatch:  9.46699047088623
Batch :  162 / 261 , BCE in this minibatch:  6.459592819213867
Batch :  163 / 261 , BCE in this minibatch:  6.9544854164123535
Batch :  164 / 261 , BCE in this minibatch:  13.185153007507324
Batch :  165 / 261 , BCE in this minibatch:  6.81782341003418
Batch :  166 / 261 , BCE in this minibatch:  16.306293487548828
Batch :  167 / 261 , BCE in this minibatch:  10.401171684265137
Batch :  168 / 261 , BCE in this minibatch:  11.131970405578613
Batch :  169 / 261 , BCE in this minibatch:  12.934348106384277
Batch :  170 / 261 , BCE in this minibatch:  13.970993995666504
Batch :  171 / 261 , BCE in this minibatch:  34.359798431396484
Batch :  172 / 261 , BCE in this minibatch:  35.40855026245117
Batch :  173 / 261 , BCE in this minibatch:  12.919295310974121
Batch :  174 / 261 , BCE in this minibatch:  7.706998348236084
Batch :  175 / 261 , BCE in this minibatch:  6.084702014923096
Batch :  176 / 261 , BCE in this minibatch:  7.458951473236084
Batch :  177 / 261 , BCE in this minibatch:  7.26365327835083
Batch :  178 / 261 , BCE in this minibatch:  8.447629928588867
Batch :  179 / 261 , BCE in this minibatch:  7.812299728393555
Batch :  180 / 261 , BCE in this minibatch:  7.979249954223633
Batch :  181 / 261 , BCE in this minibatch:  7.697507858276367
Batch :  182 / 261 , BCE in this minibatch:  6.167986869812012
Batch :  183 / 261 , BCE in this minibatch:  7.529400825500488
Batch :  184 / 261 , BCE in this minibatch:  12.214669227600098
Batch :  185 / 261 , BCE in this minibatch:  6.505118370056152
Batch :  186 / 261 , BCE in this minibatch:  13.210420608520508
Batch :  187 / 261 , BCE in this minibatch:  6.183191776275635
Batch :  188 / 261 , BCE in this minibatch:  7.0822319984436035
Batch :  189 / 261 , BCE in this minibatch:  5.76014518737793
Batch :  190 / 261 , BCE in this minibatch:  8.541498184204102
Batch :  191 / 261 , BCE in this minibatch:  11.722350120544434
Batch :  192 / 261 , BCE in this minibatch:  8.123543739318848
Batch :  193 / 261 , BCE in this minibatch:  8.610771179199219
Batch :  194 / 261 , BCE in this minibatch:  8.414789199829102
Batch :  195 / 261 , BCE in this minibatch:  5.382950305938721
Batch :  196 / 261 , BCE in this minibatch:  6.452371120452881
Batch :  197 / 261 , BCE in this minibatch:  6.377279281616211
Batch :  198 / 261 , BCE in this minibatch:  9.754889488220215
Batch :  199 / 261 , BCE in this minibatch:  7.2373127937316895
Batch :  200 / 261 , BCE in this minibatch:  12.258953094482422
Batch :  201 / 261 , BCE in this minibatch:  9.760868072509766
Batch :  202 / 261 , BCE in this minibatch:  11.3125
Batch :  203 / 261 , BCE in this minibatch:  8.619791030883789
Batch :  204 / 261 , BCE in this minibatch:  7.4364166259765625
Batch :  205 / 261 , BCE in this minibatch:  7.346939563751221
Batch :  206 / 261 , BCE in this minibatch:  7.981590270996094
Batch :  207 / 261 , BCE in this minibatch:  7.696688652038574
Batch :  208 / 261 , BCE in this minibatch:  6.29916524887085
Batch :  209 / 261 , BCE in this minibatch:  8.104706764221191
Batch :  210 / 261 , BCE in this minibatch:  19.766366958618164
Batch :  211 / 261 , BCE in this minibatch:  23.932289123535156
Batch :  212 / 261 , BCE in this minibatch:  11.78384017944336
Batch :  213 / 261 , BCE in this minibatch:  18.605676651000977
Batch :  214 / 261 , BCE in this minibatch:  13.263946533203125
Batch :  215 / 261 , BCE in this minibatch:  5.172548294067383
Batch :  216 / 261 , BCE in this minibatch:  4.851291179656982
Batch :  217 / 261 , BCE in this minibatch:  4.645724296569824
Batch :  218 / 261 , BCE in this minibatch:  6.939952850341797
Batch :  219 / 261 , BCE in this minibatch:  7.3712077140808105
Batch :  220 / 261 , BCE in this minibatch:  15.763612747192383
Batch :  221 / 261 , BCE in this minibatch:  9.236228942871094
Batch :  222 / 261 , BCE in this minibatch:  8.813163757324219
Batch :  223 / 261 , BCE in this minibatch:  5.827826976776123
Batch :  224 / 261 , BCE in this minibatch:  16.278409957885742
Batch :  225 / 261 , BCE in this minibatch:  27.962589263916016
Batch :  226 / 261 , BCE in this minibatch:  10.891114234924316
Batch :  227 / 261 , BCE in this minibatch:  6.518664836883545
Batch :  228 / 261 , BCE in this minibatch:  9.246199607849121
Batch :  229 / 261 , BCE in this minibatch:  8.507572174072266
Batch :  230 / 261 , BCE in this minibatch:  8.172077178955078
Batch :  231 / 261 , BCE in this minibatch:  9.389357566833496
Batch :  232 / 261 , BCE in this minibatch:  8.238492012023926
Batch :  233 / 261 , BCE in this minibatch:  8.972091674804688
Batch :  234 / 261 , BCE in this minibatch:  6.796392440795898
Batch :  235 / 261 , BCE in this minibatch:  9.028581619262695
Batch :  236 / 261 , BCE in this minibatch:  7.482405185699463
Batch :  237 / 261 , BCE in this minibatch:  6.364251613616943
Batch :  238 / 261 , BCE in this minibatch:  7.909233570098877
Batch :  239 / 261 , BCE in this minibatch:  6.519841194152832
Batch :  240 / 261 , BCE in this minibatch:  8.08210563659668
Batch :  241 / 261 , BCE in this minibatch:  6.268976211547852
Batch :  242 / 261 , BCE in this minibatch:  5.6207194328308105
Batch :  243 / 261 , BCE in this minibatch:  4.797464847564697
Batch :  244 / 261 , BCE in this minibatch:  6.0513596534729
Batch :  245 / 261 , BCE in this minibatch:  8.803740501403809
Batch :  246 / 261 , BCE in this minibatch:  7.468651294708252
Batch :  247 / 261 , BCE in this minibatch:  8.882810592651367
Batch :  248 / 261 , BCE in this minibatch:  6.175541400909424
Batch :  249 / 261 , BCE in this minibatch:  9.538658142089844
Batch :  250 / 261 , BCE in this minibatch:  7.849916934967041
Batch :  251 / 261 , BCE in this minibatch:  5.440633296966553
Batch :  252 / 261 , BCE in this minibatch:  11.731197357177734
Batch :  253 / 261 , BCE in this minibatch:  13.103766441345215
Batch :  254 / 261 , BCE in this minibatch:  13.770005226135254
Batch :  255 / 261 , BCE in this minibatch:  7.150850296020508
Batch :  256 / 261 , BCE in this minibatch:  10.35922622680664
Batch :  257 / 261 , BCE in this minibatch:  10.890433311462402
Batch :  258 / 261 , BCE in this minibatch:  8.391105651855469
Batch :  259 / 261 , BCE in this minibatch:  6.729620456695557
Batch :  260 / 261 , BCE in this minibatch:  5.216928482055664
Batch :  261 / 261 , BCE in this minibatch:  4.730942726135254
epoch: 22  train_loss: 7.827738653197599
Batch :  1 / 261 , BCE in this minibatch:  4.127101898193359
Batch :  2 / 261 , BCE in this minibatch:  5.094355583190918
Batch :  3 / 261 , BCE in this minibatch:  5.031979084014893
Batch :  4 / 261 , BCE in this minibatch:  5.005273342132568
Batch :  5 / 261 , BCE in this minibatch:  5.755001068115234
Batch :  6 / 261 , BCE in this minibatch:  5.3990678787231445
Batch :  7 / 261 , BCE in this minibatch:  5.776514053344727
Batch :  8 / 261 , BCE in this minibatch:  5.317373275756836
Batch :  9 / 261 , BCE in this minibatch:  4.433746814727783
Batch :  10 / 261 , BCE in this minibatch:  5.23411750793457
Batch :  11 / 261 , BCE in this minibatch:  4.7986626625061035
Batch :  12 / 261 , BCE in this minibatch:  4.956307411193848
Batch :  13 / 261 , BCE in this minibatch:  5.55255126953125
Batch :  14 / 261 , BCE in this minibatch:  5.421189308166504
Batch :  15 / 261 , BCE in this minibatch:  5.023452281951904
Batch :  16 / 261 , BCE in this minibatch:  5.236752986907959
Batch :  17 / 261 , BCE in this minibatch:  9.611506462097168
Batch :  18 / 261 , BCE in this minibatch:  5.2182159423828125
Batch :  19 / 261 , BCE in this minibatch:  4.676634311676025
Batch :  20 / 261 , BCE in this minibatch:  4.601551055908203
Batch :  21 / 261 , BCE in this minibatch:  4.4635820388793945
Batch :  22 / 261 , BCE in this minibatch:  4.484184265136719
Batch :  23 / 261 , BCE in this minibatch:  4.2286696434021
Batch :  24 / 261 , BCE in this minibatch:  5.507541179656982
Batch :  25 / 261 , BCE in this minibatch:  5.659848690032959
Batch :  26 / 261 , BCE in this minibatch:  5.284247398376465
Batch :  27 / 261 , BCE in this minibatch:  3.880722761154175
Batch :  28 / 261 , BCE in this minibatch:  5.231103420257568
Batch :  29 / 261 , BCE in this minibatch:  4.447721004486084
Batch :  30 / 261 , BCE in this minibatch:  5.634047508239746
Batch :  31 / 261 , BCE in this minibatch:  4.491162300109863
Batch :  32 / 261 , BCE in this minibatch:  4.66273832321167
Batch :  33 / 261 , BCE in this minibatch:  4.528151512145996
Batch :  34 / 261 , BCE in this minibatch:  3.8196024894714355
Batch :  35 / 261 , BCE in this minibatch:  6.917932510375977
Batch :  36 / 261 , BCE in this minibatch:  4.17985200881958
Batch :  37 / 261 , BCE in this minibatch:  4.218165874481201
Batch :  38 / 261 , BCE in this minibatch:  4.114503860473633
Batch :  39 / 261 , BCE in this minibatch:  4.377234935760498
Batch :  40 / 261 , BCE in this minibatch:  5.502436637878418
Batch :  41 / 261 , BCE in this minibatch:  4.968378067016602
Batch :  42 / 261 , BCE in this minibatch:  6.564167499542236
Batch :  43 / 261 , BCE in this minibatch:  4.388211727142334
Batch :  44 / 261 , BCE in this minibatch:  5.879513740539551
Batch :  45 / 261 , BCE in this minibatch:  4.229440212249756
Batch :  46 / 261 , BCE in this minibatch:  5.400707244873047
Batch :  47 / 261 , BCE in this minibatch:  8.743313789367676
Batch :  48 / 261 , BCE in this minibatch:  5.123861789703369
Batch :  49 / 261 , BCE in this minibatch:  4.952888488769531
Batch :  50 / 261 , BCE in this minibatch:  9.413269996643066
Batch :  51 / 261 , BCE in this minibatch:  5.401511192321777
Batch :  52 / 261 , BCE in this minibatch:  5.342025279998779
Batch :  53 / 261 , BCE in this minibatch:  4.826874256134033
Batch :  54 / 261 , BCE in this minibatch:  7.173731327056885
Batch :  55 / 261 , BCE in this minibatch:  6.273274898529053
Batch :  56 / 261 , BCE in this minibatch:  6.368221759796143
Batch :  57 / 261 , BCE in this minibatch:  4.851701736450195
Batch :  58 / 261 , BCE in this minibatch:  9.0748929977417
Batch :  59 / 261 , BCE in this minibatch:  5.199333190917969
Batch :  60 / 261 , BCE in this minibatch:  5.731697082519531
Batch :  61 / 261 , BCE in this minibatch:  5.033886909484863
Batch :  62 / 261 , BCE in this minibatch:  4.468033313751221
Batch :  63 / 261 , BCE in this minibatch:  4.379528999328613
Batch :  64 / 261 , BCE in this minibatch:  3.8971221446990967
Batch :  65 / 261 , BCE in this minibatch:  5.858048915863037
Batch :  66 / 261 , BCE in this minibatch:  5.765009880065918
Batch :  67 / 261 , BCE in this minibatch:  8.030232429504395
Batch :  68 / 261 , BCE in this minibatch:  4.91552734375
Batch :  69 / 261 , BCE in this minibatch:  6.887667179107666
Batch :  70 / 261 , BCE in this minibatch:  16.53385353088379
Batch :  71 / 261 , BCE in this minibatch:  5.615307331085205
Batch :  72 / 261 , BCE in this minibatch:  5.3453240394592285
Batch :  73 / 261 , BCE in this minibatch:  14.781672477722168
Batch :  74 / 261 , BCE in this minibatch:  15.394840240478516
Batch :  75 / 261 , BCE in this minibatch:  5.767881870269775
Batch :  76 / 261 , BCE in this minibatch:  5.481411933898926
Batch :  77 / 261 , BCE in this minibatch:  6.543154239654541
Batch :  78 / 261 , BCE in this minibatch:  7.085953235626221
Batch :  79 / 261 , BCE in this minibatch:  4.862281799316406
Batch :  80 / 261 , BCE in this minibatch:  8.31351375579834
Batch :  81 / 261 , BCE in this minibatch:  6.62592887878418
Batch :  82 / 261 , BCE in this minibatch:  5.044190883636475
Batch :  83 / 261 , BCE in this minibatch:  10.217707633972168
Batch :  84 / 261 , BCE in this minibatch:  5.731964588165283
Batch :  85 / 261 , BCE in this minibatch:  6.399101257324219
Batch :  86 / 261 , BCE in this minibatch:  7.872999668121338
Batch :  87 / 261 , BCE in this minibatch:  5.472109794616699
Batch :  88 / 261 , BCE in this minibatch:  6.596904277801514
Batch :  89 / 261 , BCE in this minibatch:  5.127155303955078
Batch :  90 / 261 , BCE in this minibatch:  5.58064603805542
Batch :  91 / 261 , BCE in this minibatch:  4.352904319763184
Batch :  92 / 261 , BCE in this minibatch:  6.025611877441406
Batch :  93 / 261 , BCE in this minibatch:  8.905364036560059
Batch :  94 / 261 , BCE in this minibatch:  12.803988456726074
Batch :  95 / 261 , BCE in this minibatch:  9.489240646362305
Batch :  96 / 261 , BCE in this minibatch:  8.243212699890137
Batch :  97 / 261 , BCE in this minibatch:  10.370499610900879
Batch :  98 / 261 , BCE in this minibatch:  5.878657341003418
Batch :  99 / 261 , BCE in this minibatch:  7.628877639770508
Batch :  100 / 261 , BCE in this minibatch:  12.928244590759277
Batch :  101 / 261 , BCE in this minibatch:  5.456258296966553
Batch :  102 / 261 , BCE in this minibatch:  5.082599639892578
Batch :  103 / 261 , BCE in this minibatch:  6.896014213562012
Batch :  104 / 261 , BCE in this minibatch:  5.29202938079834
Batch :  105 / 261 , BCE in this minibatch:  9.695158958435059
Batch :  106 / 261 , BCE in this minibatch:  5.9870991706848145
Batch :  107 / 261 , BCE in this minibatch:  6.142435073852539
Batch :  108 / 261 , BCE in this minibatch:  4.4818549156188965
Batch :  109 / 261 , BCE in this minibatch:  6.534054756164551
Batch :  110 / 261 , BCE in this minibatch:  10.357721328735352
Batch :  111 / 261 , BCE in this minibatch:  5.886933326721191
Batch :  112 / 261 , BCE in this minibatch:  7.922837257385254
Batch :  113 / 261 , BCE in this minibatch:  8.418641090393066
Batch :  114 / 261 , BCE in this minibatch:  7.818131923675537
Batch :  115 / 261 , BCE in this minibatch:  7.969028949737549
Batch :  116 / 261 , BCE in this minibatch:  6.316435813903809
Batch :  117 / 261 , BCE in this minibatch:  8.63765811920166
Batch :  118 / 261 , BCE in this minibatch:  8.27855110168457
Batch :  119 / 261 , BCE in this minibatch:  7.6517109870910645
Batch :  120 / 261 , BCE in this minibatch:  8.076930046081543
Batch :  121 / 261 , BCE in this minibatch:  5.762936115264893
Batch :  122 / 261 , BCE in this minibatch:  7.694016933441162
Batch :  123 / 261 , BCE in this minibatch:  7.736248016357422
Batch :  124 / 261 , BCE in this minibatch:  4.565502166748047
Batch :  125 / 261 , BCE in this minibatch:  17.26076889038086
Batch :  126 / 261 , BCE in this minibatch:  6.411880016326904
Batch :  127 / 261 , BCE in this minibatch:  4.582756996154785
Batch :  128 / 261 , BCE in this minibatch:  7.503170490264893
Batch :  129 / 261 , BCE in this minibatch:  4.54524564743042
Batch :  130 / 261 , BCE in this minibatch:  15.644369125366211
Batch :  131 / 261 , BCE in this minibatch:  8.294382095336914
Batch :  132 / 261 , BCE in this minibatch:  7.9151434898376465
Batch :  133 / 261 , BCE in this minibatch:  16.621845245361328
Batch :  134 / 261 , BCE in this minibatch:  8.572484016418457
Batch :  135 / 261 , BCE in this minibatch:  6.8092498779296875
Batch :  136 / 261 , BCE in this minibatch:  5.24064302444458
Batch :  137 / 261 , BCE in this minibatch:  10.613404273986816
Batch :  138 / 261 , BCE in this minibatch:  9.019407272338867
Batch :  139 / 261 , BCE in this minibatch:  5.92776346206665
Batch :  140 / 261 , BCE in this minibatch:  4.65159797668457
Batch :  141 / 261 , BCE in this minibatch:  6.9619317054748535
Batch :  142 / 261 , BCE in this minibatch:  8.207386016845703
Batch :  143 / 261 , BCE in this minibatch:  13.124883651733398
Batch :  144 / 261 , BCE in this minibatch:  8.620647430419922
Batch :  145 / 261 , BCE in this minibatch:  4.788087368011475
Batch :  146 / 261 , BCE in this minibatch:  7.810867786407471
Batch :  147 / 261 , BCE in this minibatch:  5.646496772766113
Batch :  148 / 261 , BCE in this minibatch:  6.2020769119262695
Batch :  149 / 261 , BCE in this minibatch:  5.351558208465576
Batch :  150 / 261 , BCE in this minibatch:  5.314124584197998
Batch :  151 / 261 , BCE in this minibatch:  4.639997959136963
Batch :  152 / 261 , BCE in this minibatch:  7.604315280914307
Batch :  153 / 261 , BCE in this minibatch:  6.058160305023193
Batch :  154 / 261 , BCE in this minibatch:  4.138609886169434
Batch :  155 / 261 , BCE in this minibatch:  3.74931263923645
Batch :  156 / 261 , BCE in this minibatch:  8.192896842956543
Batch :  157 / 261 , BCE in this minibatch:  6.306797504425049
Batch :  158 / 261 , BCE in this minibatch:  13.797213554382324
Batch :  159 / 261 , BCE in this minibatch:  6.647854328155518
Batch :  160 / 261 , BCE in this minibatch:  6.5214128494262695
Batch :  161 / 261 , BCE in this minibatch:  9.406862258911133
Batch :  162 / 261 , BCE in this minibatch:  6.4274492263793945
Batch :  163 / 261 , BCE in this minibatch:  6.91774320602417
Batch :  164 / 261 , BCE in this minibatch:  13.132935523986816
Batch :  165 / 261 , BCE in this minibatch:  6.84588623046875
Batch :  166 / 261 , BCE in this minibatch:  16.265424728393555
Batch :  167 / 261 , BCE in this minibatch:  10.36584186553955
Batch :  168 / 261 , BCE in this minibatch:  11.023386001586914
Batch :  169 / 261 , BCE in this minibatch:  12.93433666229248
Batch :  170 / 261 , BCE in this minibatch:  13.943886756896973
Batch :  171 / 261 , BCE in this minibatch:  34.34591293334961
Batch :  172 / 261 , BCE in this minibatch:  35.33591079711914
Batch :  173 / 261 , BCE in this minibatch:  12.884737968444824
Batch :  174 / 261 , BCE in this minibatch:  7.6792893409729
Batch :  175 / 261 , BCE in this minibatch:  6.085870265960693
Batch :  176 / 261 , BCE in this minibatch:  7.449753284454346
Batch :  177 / 261 , BCE in this minibatch:  7.233889102935791
Batch :  178 / 261 , BCE in this minibatch:  8.449858665466309
Batch :  179 / 261 , BCE in this minibatch:  7.794459342956543
Batch :  180 / 261 , BCE in this minibatch:  7.955713748931885
Batch :  181 / 261 , BCE in this minibatch:  7.644852161407471
Batch :  182 / 261 , BCE in this minibatch:  6.156617164611816
Batch :  183 / 261 , BCE in this minibatch:  7.4911603927612305
Batch :  184 / 261 , BCE in this minibatch:  12.195222854614258
Batch :  185 / 261 , BCE in this minibatch:  6.491048812866211
Batch :  186 / 261 , BCE in this minibatch:  13.14697265625
Batch :  187 / 261 , BCE in this minibatch:  6.112478256225586
Batch :  188 / 261 , BCE in this minibatch:  7.072124004364014
Batch :  189 / 261 , BCE in this minibatch:  5.771450042724609
Batch :  190 / 261 , BCE in this minibatch:  8.520644187927246
Batch :  191 / 261 , BCE in this minibatch:  11.73044204711914
Batch :  192 / 261 , BCE in this minibatch:  8.102381706237793
Batch :  193 / 261 , BCE in this minibatch:  8.56605052947998
Batch :  194 / 261 , BCE in this minibatch:  8.39482593536377
Batch :  195 / 261 , BCE in this minibatch:  5.34453010559082
Batch :  196 / 261 , BCE in this minibatch:  6.391499996185303
Batch :  197 / 261 , BCE in this minibatch:  6.333346366882324
Batch :  198 / 261 , BCE in this minibatch:  9.711503028869629
Batch :  199 / 261 , BCE in this minibatch:  7.183353424072266
Batch :  200 / 261 , BCE in this minibatch:  12.222271919250488
Batch :  201 / 261 , BCE in this minibatch:  9.705330848693848
Batch :  202 / 261 , BCE in this minibatch:  11.25485610961914
Batch :  203 / 261 , BCE in this minibatch:  8.594316482543945
Batch :  204 / 261 , BCE in this minibatch:  7.4215168952941895
Batch :  205 / 261 , BCE in this minibatch:  7.294921875
Batch :  206 / 261 , BCE in this minibatch:  7.93388557434082
Batch :  207 / 261 , BCE in this minibatch:  7.631019592285156
Batch :  208 / 261 , BCE in this minibatch:  6.290731430053711
Batch :  209 / 261 , BCE in this minibatch:  8.08084774017334
Batch :  210 / 261 , BCE in this minibatch:  19.670207977294922
Batch :  211 / 261 , BCE in this minibatch:  23.779237747192383
Batch :  212 / 261 , BCE in this minibatch:  11.714926719665527
Batch :  213 / 261 , BCE in this minibatch:  18.487102508544922
Batch :  214 / 261 , BCE in this minibatch:  13.235610008239746
Batch :  215 / 261 , BCE in this minibatch:  5.18936014175415
Batch :  216 / 261 , BCE in this minibatch:  4.813357353210449
Batch :  217 / 261 , BCE in this minibatch:  4.685855388641357
Batch :  218 / 261 , BCE in this minibatch:  6.9417901039123535
Batch :  219 / 261 , BCE in this minibatch:  7.3610968589782715
Batch :  220 / 261 , BCE in this minibatch:  15.704357147216797
Batch :  221 / 261 , BCE in this minibatch:  9.197184562683105
Batch :  222 / 261 , BCE in this minibatch:  8.790088653564453
Batch :  223 / 261 , BCE in this minibatch:  5.830164909362793
Batch :  224 / 261 , BCE in this minibatch:  16.252330780029297
Batch :  225 / 261 , BCE in this minibatch:  27.742277145385742
Batch :  226 / 261 , BCE in this minibatch:  10.868404388427734
Batch :  227 / 261 , BCE in this minibatch:  6.492855072021484
Batch :  228 / 261 , BCE in this minibatch:  9.26375961303711
Batch :  229 / 261 , BCE in this minibatch:  8.469453811645508
Batch :  230 / 261 , BCE in this minibatch:  8.127517700195312
Batch :  231 / 261 , BCE in this minibatch:  9.356441497802734
Batch :  232 / 261 , BCE in this minibatch:  8.264861106872559
Batch :  233 / 261 , BCE in this minibatch:  8.923824310302734
Batch :  234 / 261 , BCE in this minibatch:  6.801247596740723
Batch :  235 / 261 , BCE in this minibatch:  8.974421501159668
Batch :  236 / 261 , BCE in this minibatch:  7.4139862060546875
Batch :  237 / 261 , BCE in this minibatch:  6.375467777252197
Batch :  238 / 261 , BCE in this minibatch:  7.84151554107666
Batch :  239 / 261 , BCE in this minibatch:  6.446661949157715
Batch :  240 / 261 , BCE in this minibatch:  8.026909828186035
Batch :  241 / 261 , BCE in this minibatch:  6.268969535827637
Batch :  242 / 261 , BCE in this minibatch:  5.579103946685791
Batch :  243 / 261 , BCE in this minibatch:  4.778868675231934
Batch :  244 / 261 , BCE in this minibatch:  6.035987377166748
Batch :  245 / 261 , BCE in this minibatch:  8.809161186218262
Batch :  246 / 261 , BCE in this minibatch:  7.4050822257995605
Batch :  247 / 261 , BCE in this minibatch:  8.847848892211914
Batch :  248 / 261 , BCE in this minibatch:  6.1631855964660645
Batch :  249 / 261 , BCE in this minibatch:  9.483677864074707
Batch :  250 / 261 , BCE in this minibatch:  7.742000102996826
Batch :  251 / 261 , BCE in this minibatch:  5.412374019622803
Batch :  252 / 261 , BCE in this minibatch:  11.770788192749023
Batch :  253 / 261 , BCE in this minibatch:  13.031922340393066
Batch :  254 / 261 , BCE in this minibatch:  13.675792694091797
Batch :  255 / 261 , BCE in this minibatch:  7.1594767570495605
Batch :  256 / 261 , BCE in this minibatch:  10.387763977050781
Batch :  257 / 261 , BCE in this minibatch:  10.828139305114746
Batch :  258 / 261 , BCE in this minibatch:  8.405786514282227
Batch :  259 / 261 , BCE in this minibatch:  6.748849868774414
Batch :  260 / 261 , BCE in this minibatch:  5.183996677398682
Batch :  261 / 261 , BCE in this minibatch:  4.605259895324707
epoch: 23  train_loss: 7.803304875947506
Batch :  1 / 261 , BCE in this minibatch:  4.114808082580566
Batch :  2 / 261 , BCE in this minibatch:  5.111751079559326
Batch :  3 / 261 , BCE in this minibatch:  4.991997241973877
Batch :  4 / 261 , BCE in this minibatch:  4.996547698974609
Batch :  5 / 261 , BCE in this minibatch:  5.729020595550537
Batch :  6 / 261 , BCE in this minibatch:  5.399102210998535
Batch :  7 / 261 , BCE in this minibatch:  5.758057594299316
Batch :  8 / 261 , BCE in this minibatch:  5.312775611877441
Batch :  9 / 261 , BCE in this minibatch:  4.4223833084106445
Batch :  10 / 261 , BCE in this minibatch:  5.208125114440918
Batch :  11 / 261 , BCE in this minibatch:  4.824859142303467
Batch :  12 / 261 , BCE in this minibatch:  4.915416717529297
Batch :  13 / 261 , BCE in this minibatch:  5.531209468841553
Batch :  14 / 261 , BCE in this minibatch:  5.440789222717285
Batch :  15 / 261 , BCE in this minibatch:  5.016863822937012
Batch :  16 / 261 , BCE in this minibatch:  5.229523181915283
Batch :  17 / 261 , BCE in this minibatch:  9.596552848815918
Batch :  18 / 261 , BCE in this minibatch:  5.203715801239014
Batch :  19 / 261 , BCE in this minibatch:  4.6548752784729
Batch :  20 / 261 , BCE in this minibatch:  4.557933807373047
Batch :  21 / 261 , BCE in this minibatch:  4.428779602050781
Batch :  22 / 261 , BCE in this minibatch:  4.447519302368164
Batch :  23 / 261 , BCE in this minibatch:  4.217231273651123
Batch :  24 / 261 , BCE in this minibatch:  5.4988226890563965
Batch :  25 / 261 , BCE in this minibatch:  5.634407043457031
Batch :  26 / 261 , BCE in this minibatch:  5.302608966827393
Batch :  27 / 261 , BCE in this minibatch:  3.891606330871582
Batch :  28 / 261 , BCE in this minibatch:  5.241116046905518
Batch :  29 / 261 , BCE in this minibatch:  4.467163562774658
Batch :  30 / 261 , BCE in this minibatch:  5.634975433349609
Batch :  31 / 261 , BCE in this minibatch:  4.489664554595947
Batch :  32 / 261 , BCE in this minibatch:  4.648983955383301
Batch :  33 / 261 , BCE in this minibatch:  4.499984264373779
Batch :  34 / 261 , BCE in this minibatch:  3.785756826400757
Batch :  35 / 261 , BCE in this minibatch:  6.943231105804443
Batch :  36 / 261 , BCE in this minibatch:  4.125920295715332
Batch :  37 / 261 , BCE in this minibatch:  4.194672107696533
Batch :  38 / 261 , BCE in this minibatch:  4.106682777404785
Batch :  39 / 261 , BCE in this minibatch:  4.380438327789307
Batch :  40 / 261 , BCE in this minibatch:  5.485586643218994
Batch :  41 / 261 , BCE in this minibatch:  4.962492942810059
Batch :  42 / 261 , BCE in this minibatch:  6.544833183288574
Batch :  43 / 261 , BCE in this minibatch:  4.388267993927002
Batch :  44 / 261 , BCE in this minibatch:  5.855673789978027
Batch :  45 / 261 , BCE in this minibatch:  4.214731216430664
Batch :  46 / 261 , BCE in this minibatch:  5.350050449371338
Batch :  47 / 261 , BCE in this minibatch:  8.711820602416992
Batch :  48 / 261 , BCE in this minibatch:  5.109220504760742
Batch :  49 / 261 , BCE in this minibatch:  4.925283908843994
Batch :  50 / 261 , BCE in this minibatch:  9.353407859802246
Batch :  51 / 261 , BCE in this minibatch:  5.361794948577881
Batch :  52 / 261 , BCE in this minibatch:  5.336734771728516
Batch :  53 / 261 , BCE in this minibatch:  4.818122863769531
Batch :  54 / 261 , BCE in this minibatch:  7.192370891571045
Batch :  55 / 261 , BCE in this minibatch:  6.283210754394531
Batch :  56 / 261 , BCE in this minibatch:  6.298261642456055
Batch :  57 / 261 , BCE in this minibatch:  4.820284366607666
Batch :  58 / 261 , BCE in this minibatch:  9.007786750793457
Batch :  59 / 261 , BCE in this minibatch:  5.207186222076416
Batch :  60 / 261 , BCE in this minibatch:  5.7153520584106445
Batch :  61 / 261 , BCE in this minibatch:  5.030786514282227
Batch :  62 / 261 , BCE in this minibatch:  4.456142425537109
Batch :  63 / 261 , BCE in this minibatch:  4.391544818878174
Batch :  64 / 261 , BCE in this minibatch:  3.913064479827881
Batch :  65 / 261 , BCE in this minibatch:  5.840382099151611
Batch :  66 / 261 , BCE in this minibatch:  5.772326946258545
Batch :  67 / 261 , BCE in this minibatch:  7.978002548217773
Batch :  68 / 261 , BCE in this minibatch:  4.930403232574463
Batch :  69 / 261 , BCE in this minibatch:  6.890590667724609
Batch :  70 / 261 , BCE in this minibatch:  16.496322631835938
Batch :  71 / 261 , BCE in this minibatch:  5.582395076751709
Batch :  72 / 261 , BCE in this minibatch:  5.315623760223389
Batch :  73 / 261 , BCE in this minibatch:  14.777131080627441
Batch :  74 / 261 , BCE in this minibatch:  15.260574340820312
Batch :  75 / 261 , BCE in this minibatch:  5.748476028442383
Batch :  76 / 261 , BCE in this minibatch:  5.481569290161133
Batch :  77 / 261 , BCE in this minibatch:  6.511225700378418
Batch :  78 / 261 , BCE in this minibatch:  7.1191725730896
Batch :  79 / 261 , BCE in this minibatch:  4.852265357971191
Batch :  80 / 261 , BCE in this minibatch:  8.222639083862305
Batch :  81 / 261 , BCE in this minibatch:  6.607935905456543
Batch :  82 / 261 , BCE in this minibatch:  5.03544807434082
Batch :  83 / 261 , BCE in this minibatch:  10.141318321228027
Batch :  84 / 261 , BCE in this minibatch:  5.717159271240234
Batch :  85 / 261 , BCE in this minibatch:  6.387077331542969
Batch :  86 / 261 , BCE in this minibatch:  7.856460094451904
Batch :  87 / 261 , BCE in this minibatch:  5.481098651885986
Batch :  88 / 261 , BCE in this minibatch:  6.570652961730957
Batch :  89 / 261 , BCE in this minibatch:  5.113201141357422
Batch :  90 / 261 , BCE in this minibatch:  5.5922651290893555
Batch :  91 / 261 , BCE in this minibatch:  4.34699010848999
Batch :  92 / 261 , BCE in this minibatch:  6.013847827911377
Batch :  93 / 261 , BCE in this minibatch:  8.887178421020508
Batch :  94 / 261 , BCE in this minibatch:  12.801385879516602
Batch :  95 / 261 , BCE in this minibatch:  9.407814025878906
Batch :  96 / 261 , BCE in this minibatch:  8.211543083190918
Batch :  97 / 261 , BCE in this minibatch:  10.414539337158203
Batch :  98 / 261 , BCE in this minibatch:  5.895161151885986
Batch :  99 / 261 , BCE in this minibatch:  7.610256195068359
Batch :  100 / 261 , BCE in this minibatch:  12.764776229858398
Batch :  101 / 261 , BCE in this minibatch:  5.40739631652832
Batch :  102 / 261 , BCE in this minibatch:  5.075663089752197
Batch :  103 / 261 , BCE in this minibatch:  6.8557939529418945
Batch :  104 / 261 , BCE in this minibatch:  5.298346042633057
Batch :  105 / 261 , BCE in this minibatch:  9.609224319458008
Batch :  106 / 261 , BCE in this minibatch:  5.9661545753479
Batch :  107 / 261 , BCE in this minibatch:  6.166633605957031
Batch :  108 / 261 , BCE in this minibatch:  4.459918022155762
Batch :  109 / 261 , BCE in this minibatch:  6.503876209259033
Batch :  110 / 261 , BCE in this minibatch:  10.241044998168945
Batch :  111 / 261 , BCE in this minibatch:  5.9489970207214355
Batch :  112 / 261 , BCE in this minibatch:  7.912238597869873
Batch :  113 / 261 , BCE in this minibatch:  8.376917839050293
Batch :  114 / 261 , BCE in this minibatch:  7.8135457038879395
Batch :  115 / 261 , BCE in this minibatch:  7.953773021697998
Batch :  116 / 261 , BCE in this minibatch:  6.293816566467285
Batch :  117 / 261 , BCE in this minibatch:  8.587722778320312
Batch :  118 / 261 , BCE in this minibatch:  8.232826232910156
Batch :  119 / 261 , BCE in this minibatch:  7.623441696166992
Batch :  120 / 261 , BCE in this minibatch:  8.0347318649292
Batch :  121 / 261 , BCE in this minibatch:  5.708582401275635
Batch :  122 / 261 , BCE in this minibatch:  7.662779808044434
Batch :  123 / 261 , BCE in this minibatch:  7.710934162139893
Batch :  124 / 261 , BCE in this minibatch:  4.546448707580566
Batch :  125 / 261 , BCE in this minibatch:  17.251163482666016
Batch :  126 / 261 , BCE in this minibatch:  6.431858539581299
Batch :  127 / 261 , BCE in this minibatch:  4.594542980194092
Batch :  128 / 261 , BCE in this minibatch:  7.475185871124268
Batch :  129 / 261 , BCE in this minibatch:  4.53627872467041
Batch :  130 / 261 , BCE in this minibatch:  15.597874641418457
Batch :  131 / 261 , BCE in this minibatch:  8.234009742736816
Batch :  132 / 261 , BCE in this minibatch:  7.8971333503723145
Batch :  133 / 261 , BCE in this minibatch:  16.56149673461914
Batch :  134 / 261 , BCE in this minibatch:  8.589994430541992
Batch :  135 / 261 , BCE in this minibatch:  6.8065996170043945
Batch :  136 / 261 , BCE in this minibatch:  5.228245735168457
Batch :  137 / 261 , BCE in this minibatch:  10.562826156616211
Batch :  138 / 261 , BCE in this minibatch:  8.9271240234375
Batch :  139 / 261 , BCE in this minibatch:  5.9227519035339355
Batch :  140 / 261 , BCE in this minibatch:  4.635990142822266
Batch :  141 / 261 , BCE in this minibatch:  6.940916538238525
Batch :  142 / 261 , BCE in this minibatch:  8.159517288208008
Batch :  143 / 261 , BCE in this minibatch:  13.097092628479004
Batch :  144 / 261 , BCE in this minibatch:  8.534661293029785
Batch :  145 / 261 , BCE in this minibatch:  4.792701244354248
Batch :  146 / 261 , BCE in this minibatch:  7.765222549438477
Batch :  147 / 261 , BCE in this minibatch:  5.636939525604248
Batch :  148 / 261 , BCE in this minibatch:  6.219202041625977
Batch :  149 / 261 , BCE in this minibatch:  5.348745346069336
Batch :  150 / 261 , BCE in this minibatch:  5.316060543060303
Batch :  151 / 261 , BCE in this minibatch:  4.63536262512207
Batch :  152 / 261 , BCE in this minibatch:  7.638596534729004
Batch :  153 / 261 , BCE in this minibatch:  6.039412498474121
Batch :  154 / 261 , BCE in this minibatch:  4.115228176116943
Batch :  155 / 261 , BCE in this minibatch:  3.766920804977417
Batch :  156 / 261 , BCE in this minibatch:  8.168879508972168
Batch :  157 / 261 , BCE in this minibatch:  6.264956951141357
Batch :  158 / 261 , BCE in this minibatch:  13.788619995117188
Batch :  159 / 261 , BCE in this minibatch:  6.602889060974121
Batch :  160 / 261 , BCE in this minibatch:  6.531736850738525
Batch :  161 / 261 , BCE in this minibatch:  9.36870288848877
Batch :  162 / 261 , BCE in this minibatch:  6.4053754806518555
Batch :  163 / 261 , BCE in this minibatch:  6.8831095695495605
Batch :  164 / 261 , BCE in this minibatch:  13.055838584899902
Batch :  165 / 261 , BCE in this minibatch:  6.780985355377197
Batch :  166 / 261 , BCE in this minibatch:  16.163747787475586
Batch :  167 / 261 , BCE in this minibatch:  10.296981811523438
Batch :  168 / 261 , BCE in this minibatch:  10.96379566192627
Batch :  169 / 261 , BCE in this minibatch:  12.84537410736084
Batch :  170 / 261 , BCE in this minibatch:  13.868721008300781
Batch :  171 / 261 , BCE in this minibatch:  34.10435104370117
Batch :  172 / 261 , BCE in this minibatch:  35.10678482055664
Batch :  173 / 261 , BCE in this minibatch:  12.829476356506348
Batch :  174 / 261 , BCE in this minibatch:  7.651547431945801
Batch :  175 / 261 , BCE in this minibatch:  6.131316661834717
Batch :  176 / 261 , BCE in this minibatch:  7.425713539123535
Batch :  177 / 261 , BCE in this minibatch:  7.2415876388549805
Batch :  178 / 261 , BCE in this minibatch:  8.41373062133789
Batch :  179 / 261 , BCE in this minibatch:  7.758324146270752
Batch :  180 / 261 , BCE in this minibatch:  7.932128429412842
Batch :  181 / 261 , BCE in this minibatch:  7.590996265411377
Batch :  182 / 261 , BCE in this minibatch:  6.074479579925537
Batch :  183 / 261 , BCE in this minibatch:  7.44956636428833
Batch :  184 / 261 , BCE in this minibatch:  12.182755470275879
Batch :  185 / 261 , BCE in this minibatch:  6.414021015167236
Batch :  186 / 261 , BCE in this minibatch:  13.076733589172363
Batch :  187 / 261 , BCE in this minibatch:  6.065124988555908
Batch :  188 / 261 , BCE in this minibatch:  7.008121013641357
Batch :  189 / 261 , BCE in this minibatch:  5.702948093414307
Batch :  190 / 261 , BCE in this minibatch:  8.47952651977539
Batch :  191 / 261 , BCE in this minibatch:  11.73350715637207
Batch :  192 / 261 , BCE in this minibatch:  8.055398941040039
Batch :  193 / 261 , BCE in this minibatch:  8.510546684265137
Batch :  194 / 261 , BCE in this minibatch:  8.334716796875
Batch :  195 / 261 , BCE in this minibatch:  5.247848033905029
Batch :  196 / 261 , BCE in this minibatch:  6.380054473876953
Batch :  197 / 261 , BCE in this minibatch:  6.3053669929504395
Batch :  198 / 261 , BCE in this minibatch:  9.732283592224121
Batch :  199 / 261 , BCE in this minibatch:  7.1462860107421875
Batch :  200 / 261 , BCE in this minibatch:  12.257195472717285
Batch :  201 / 261 , BCE in this minibatch:  9.677749633789062
Batch :  202 / 261 , BCE in this minibatch:  11.248499870300293
Batch :  203 / 261 , BCE in this minibatch:  8.59130573272705
Batch :  204 / 261 , BCE in this minibatch:  7.3884596824646
Batch :  205 / 261 , BCE in this minibatch:  7.20447301864624
Batch :  206 / 261 , BCE in this minibatch:  7.9048542976379395
Batch :  207 / 261 , BCE in this minibatch:  7.623623847961426
Batch :  208 / 261 , BCE in this minibatch:  6.251677513122559
Batch :  209 / 261 , BCE in this minibatch:  8.051304817199707
Batch :  210 / 261 , BCE in this minibatch:  19.652067184448242
Batch :  211 / 261 , BCE in this minibatch:  23.724687576293945
Batch :  212 / 261 , BCE in this minibatch:  11.705004692077637
Batch :  213 / 261 , BCE in this minibatch:  18.47286605834961
Batch :  214 / 261 , BCE in this minibatch:  13.167089462280273
Batch :  215 / 261 , BCE in this minibatch:  5.153186321258545
Batch :  216 / 261 , BCE in this minibatch:  4.79787540435791
Batch :  217 / 261 , BCE in this minibatch:  4.658837795257568
Batch :  218 / 261 , BCE in this minibatch:  6.901281356811523
Batch :  219 / 261 , BCE in this minibatch:  7.313988208770752
Batch :  220 / 261 , BCE in this minibatch:  15.69184398651123
Batch :  221 / 261 , BCE in this minibatch:  9.165202140808105
Batch :  222 / 261 , BCE in this minibatch:  8.818310737609863
Batch :  223 / 261 , BCE in this minibatch:  5.803661823272705
Batch :  224 / 261 , BCE in this minibatch:  16.22079849243164
Batch :  225 / 261 , BCE in this minibatch:  27.65239143371582
Batch :  226 / 261 , BCE in this minibatch:  10.798957824707031
Batch :  227 / 261 , BCE in this minibatch:  6.468372344970703
Batch :  228 / 261 , BCE in this minibatch:  9.194417953491211
Batch :  229 / 261 , BCE in this minibatch:  8.445971488952637
Batch :  230 / 261 , BCE in this minibatch:  8.135397911071777
Batch :  231 / 261 , BCE in this minibatch:  9.328187942504883
Batch :  232 / 261 , BCE in this minibatch:  8.225192070007324
Batch :  233 / 261 , BCE in this minibatch:  8.929101943969727
Batch :  234 / 261 , BCE in this minibatch:  6.753707408905029
Batch :  235 / 261 , BCE in this minibatch:  8.950599670410156
Batch :  236 / 261 , BCE in this minibatch:  7.410289764404297
Batch :  237 / 261 , BCE in this minibatch:  6.338255405426025
Batch :  238 / 261 , BCE in this minibatch:  7.841315269470215
Batch :  239 / 261 , BCE in this minibatch:  6.453432559967041
Batch :  240 / 261 , BCE in this minibatch:  8.00833511352539
Batch :  241 / 261 , BCE in this minibatch:  6.235940456390381
Batch :  242 / 261 , BCE in this minibatch:  5.58128547668457
Batch :  243 / 261 , BCE in this minibatch:  4.758835315704346
Batch :  244 / 261 , BCE in this minibatch:  6.058474540710449
Batch :  245 / 261 , BCE in this minibatch:  8.72836971282959
Batch :  246 / 261 , BCE in this minibatch:  7.4150238037109375
Batch :  247 / 261 , BCE in this minibatch:  8.834559440612793
Batch :  248 / 261 , BCE in this minibatch:  6.139833927154541
Batch :  249 / 261 , BCE in this minibatch:  9.444893836975098
Batch :  250 / 261 , BCE in this minibatch:  7.664124488830566
Batch :  251 / 261 , BCE in this minibatch:  5.401254653930664
Batch :  252 / 261 , BCE in this minibatch:  11.68758487701416
Batch :  253 / 261 , BCE in this minibatch:  12.998278617858887
Batch :  254 / 261 , BCE in this minibatch:  13.693666458129883
Batch :  255 / 261 , BCE in this minibatch:  7.127347469329834
Batch :  256 / 261 , BCE in this minibatch:  10.323751449584961
Batch :  257 / 261 , BCE in this minibatch:  10.793752670288086
Batch :  258 / 261 , BCE in this minibatch:  8.32995319366455
Batch :  259 / 261 , BCE in this minibatch:  6.6869730949401855
Batch :  260 / 261 , BCE in this minibatch:  5.144474983215332
Batch :  261 / 261 , BCE in this minibatch:  4.663260459899902
epoch: 24  train_loss: 7.776788983765233
Batch :  1 / 261 , BCE in this minibatch:  4.094125270843506
Batch :  2 / 261 , BCE in this minibatch:  5.088963508605957
Batch :  3 / 261 , BCE in this minibatch:  5.015316963195801
Batch :  4 / 261 , BCE in this minibatch:  4.949118614196777
Batch :  5 / 261 , BCE in this minibatch:  5.747054100036621
Batch :  6 / 261 , BCE in this minibatch:  5.380537986755371
Batch :  7 / 261 , BCE in this minibatch:  5.740802764892578
Batch :  8 / 261 , BCE in this minibatch:  5.3204216957092285
Batch :  9 / 261 , BCE in this minibatch:  4.39403772354126
Batch :  10 / 261 , BCE in this minibatch:  5.155063629150391
Batch :  11 / 261 , BCE in this minibatch:  4.783410549163818
Batch :  12 / 261 , BCE in this minibatch:  4.916247844696045
Batch :  13 / 261 , BCE in this minibatch:  5.569702625274658
Batch :  14 / 261 , BCE in this minibatch:  5.415559768676758
Batch :  15 / 261 , BCE in this minibatch:  4.998122692108154
Batch :  16 / 261 , BCE in this minibatch:  5.196805477142334
Batch :  17 / 261 , BCE in this minibatch:  9.583170890808105
Batch :  18 / 261 , BCE in this minibatch:  5.175198078155518
Batch :  19 / 261 , BCE in this minibatch:  4.6297926902771
Batch :  20 / 261 , BCE in this minibatch:  4.580464839935303
Batch :  21 / 261 , BCE in this minibatch:  4.374355316162109
Batch :  22 / 261 , BCE in this minibatch:  4.424291133880615
Batch :  23 / 261 , BCE in this minibatch:  4.1799845695495605
Batch :  24 / 261 , BCE in this minibatch:  5.467544078826904
Batch :  25 / 261 , BCE in this minibatch:  5.626630783081055
Batch :  26 / 261 , BCE in this minibatch:  5.25894021987915
Batch :  27 / 261 , BCE in this minibatch:  3.8577260971069336
Batch :  28 / 261 , BCE in this minibatch:  5.217443943023682
Batch :  29 / 261 , BCE in this minibatch:  4.424808979034424
Batch :  30 / 261 , BCE in this minibatch:  5.653719425201416
Batch :  31 / 261 , BCE in this minibatch:  4.45290994644165
Batch :  32 / 261 , BCE in this minibatch:  4.617850303649902
Batch :  33 / 261 , BCE in this minibatch:  4.502144813537598
Batch :  34 / 261 , BCE in this minibatch:  3.7561330795288086
Batch :  35 / 261 , BCE in this minibatch:  6.91055154800415
Batch :  36 / 261 , BCE in this minibatch:  4.167951583862305
Batch :  37 / 261 , BCE in this minibatch:  4.198380470275879
Batch :  38 / 261 , BCE in this minibatch:  4.098733901977539
Batch :  39 / 261 , BCE in this minibatch:  4.351764678955078
Batch :  40 / 261 , BCE in this minibatch:  5.503573894500732
Batch :  41 / 261 , BCE in this minibatch:  4.953153610229492
Batch :  42 / 261 , BCE in this minibatch:  6.545925140380859
Batch :  43 / 261 , BCE in this minibatch:  4.35063362121582
Batch :  44 / 261 , BCE in this minibatch:  5.854996204376221
Batch :  45 / 261 , BCE in this minibatch:  4.191525459289551
Batch :  46 / 261 , BCE in this minibatch:  5.355852127075195
Batch :  47 / 261 , BCE in this minibatch:  8.703595161437988
Batch :  48 / 261 , BCE in this minibatch:  5.11772346496582
Batch :  49 / 261 , BCE in this minibatch:  4.917390823364258
Batch :  50 / 261 , BCE in this minibatch:  9.364514350891113
Batch :  51 / 261 , BCE in this minibatch:  5.388028144836426
Batch :  52 / 261 , BCE in this minibatch:  5.3196916580200195
Batch :  53 / 261 , BCE in this minibatch:  4.825935363769531
Batch :  54 / 261 , BCE in this minibatch:  7.183694362640381
Batch :  55 / 261 , BCE in this minibatch:  6.2781829833984375
Batch :  56 / 261 , BCE in this minibatch:  6.3059258460998535
Batch :  57 / 261 , BCE in this minibatch:  4.814134120941162
Batch :  58 / 261 , BCE in this minibatch:  9.045323371887207
Batch :  59 / 261 , BCE in this minibatch:  5.174755096435547
Batch :  60 / 261 , BCE in this minibatch:  5.731751441955566
Batch :  61 / 261 , BCE in this minibatch:  5.023177623748779
Batch :  62 / 261 , BCE in this minibatch:  4.455134391784668
Batch :  63 / 261 , BCE in this minibatch:  4.369190692901611
Batch :  64 / 261 , BCE in this minibatch:  3.90816330909729
Batch :  65 / 261 , BCE in this minibatch:  5.79893684387207
Batch :  66 / 261 , BCE in this minibatch:  5.714317321777344
Batch :  67 / 261 , BCE in this minibatch:  7.932156085968018
Batch :  68 / 261 , BCE in this minibatch:  4.95408296585083
Batch :  69 / 261 , BCE in this minibatch:  6.864365577697754
Batch :  70 / 261 , BCE in this minibatch:  16.425840377807617
Batch :  71 / 261 , BCE in this minibatch:  5.541390419006348
Batch :  72 / 261 , BCE in this minibatch:  5.316492080688477
Batch :  73 / 261 , BCE in this minibatch:  14.663297653198242
Batch :  74 / 261 , BCE in this minibatch:  15.187455177307129
Batch :  75 / 261 , BCE in this minibatch:  5.762732982635498
Batch :  76 / 261 , BCE in this minibatch:  5.4719367027282715
Batch :  77 / 261 , BCE in this minibatch:  6.487077713012695
Batch :  78 / 261 , BCE in this minibatch:  7.085506916046143
Batch :  79 / 261 , BCE in this minibatch:  4.825524806976318
Batch :  80 / 261 , BCE in this minibatch:  8.223753929138184
Batch :  81 / 261 , BCE in this minibatch:  6.55443811416626
Batch :  82 / 261 , BCE in this minibatch:  5.034951210021973
Batch :  83 / 261 , BCE in this minibatch:  10.085419654846191
Batch :  84 / 261 , BCE in this minibatch:  5.700604438781738
Batch :  85 / 261 , BCE in this minibatch:  6.372798919677734
Batch :  86 / 261 , BCE in this minibatch:  7.891787052154541
Batch :  87 / 261 , BCE in this minibatch:  5.469582557678223
Batch :  88 / 261 , BCE in this minibatch:  6.5481648445129395
Batch :  89 / 261 , BCE in this minibatch:  5.115482330322266
Batch :  90 / 261 , BCE in this minibatch:  5.563689708709717
Batch :  91 / 261 , BCE in this minibatch:  4.402311325073242
Batch :  92 / 261 , BCE in this minibatch:  5.961956977844238
Batch :  93 / 261 , BCE in this minibatch:  8.835041046142578
Batch :  94 / 261 , BCE in this minibatch:  12.769980430603027
Batch :  95 / 261 , BCE in this minibatch:  9.333373069763184
Batch :  96 / 261 , BCE in this minibatch:  8.150333404541016
Batch :  97 / 261 , BCE in this minibatch:  10.374494552612305
Batch :  98 / 261 , BCE in this minibatch:  5.845959186553955
Batch :  99 / 261 , BCE in this minibatch:  7.54849910736084
Batch :  100 / 261 , BCE in this minibatch:  12.741897583007812
Batch :  101 / 261 , BCE in this minibatch:  5.373229503631592
Batch :  102 / 261 , BCE in this minibatch:  5.074421405792236
Batch :  103 / 261 , BCE in this minibatch:  6.847317218780518
Batch :  104 / 261 , BCE in this minibatch:  5.268289566040039
Batch :  105 / 261 , BCE in this minibatch:  9.564909934997559
Batch :  106 / 261 , BCE in this minibatch:  5.970526695251465
Batch :  107 / 261 , BCE in this minibatch:  6.150228977203369
Batch :  108 / 261 , BCE in this minibatch:  4.403748035430908
Batch :  109 / 261 , BCE in this minibatch:  6.503243923187256
Batch :  110 / 261 , BCE in this minibatch:  10.20698070526123
Batch :  111 / 261 , BCE in this minibatch:  5.922656059265137
Batch :  112 / 261 , BCE in this minibatch:  7.856078147888184
Batch :  113 / 261 , BCE in this minibatch:  8.369806289672852
Batch :  114 / 261 , BCE in this minibatch:  7.764158725738525
Batch :  115 / 261 , BCE in this minibatch:  7.897080898284912
Batch :  116 / 261 , BCE in this minibatch:  6.269872665405273
Batch :  117 / 261 , BCE in this minibatch:  8.588425636291504
Batch :  118 / 261 , BCE in this minibatch:  8.196877479553223
Batch :  119 / 261 , BCE in this minibatch:  7.600214004516602
Batch :  120 / 261 , BCE in this minibatch:  7.989589691162109
Batch :  121 / 261 , BCE in this minibatch:  5.668531894683838
Batch :  122 / 261 , BCE in this minibatch:  7.622204780578613
Batch :  123 / 261 , BCE in this minibatch:  7.644965648651123
Batch :  124 / 261 , BCE in this minibatch:  4.562974452972412
Batch :  125 / 261 , BCE in this minibatch:  17.19277572631836
Batch :  126 / 261 , BCE in this minibatch:  6.409263610839844
Batch :  127 / 261 , BCE in this minibatch:  4.5913519859313965
Batch :  128 / 261 , BCE in this minibatch:  7.442883014678955
Batch :  129 / 261 , BCE in this minibatch:  4.494319915771484
Batch :  130 / 261 , BCE in this minibatch:  15.567705154418945
Batch :  131 / 261 , BCE in this minibatch:  8.215374946594238
Batch :  132 / 261 , BCE in this minibatch:  7.893745422363281
Batch :  133 / 261 , BCE in this minibatch:  16.596742630004883
Batch :  134 / 261 , BCE in this minibatch:  8.533308982849121
Batch :  135 / 261 , BCE in this minibatch:  6.750774383544922
Batch :  136 / 261 , BCE in this minibatch:  5.200322151184082
Batch :  137 / 261 , BCE in this minibatch:  10.54373836517334
Batch :  138 / 261 , BCE in this minibatch:  8.934435844421387
Batch :  139 / 261 , BCE in this minibatch:  5.911680221557617
Batch :  140 / 261 , BCE in this minibatch:  4.636393070220947
Batch :  141 / 261 , BCE in this minibatch:  6.93991756439209
Batch :  142 / 261 , BCE in this minibatch:  8.086308479309082
Batch :  143 / 261 , BCE in this minibatch:  13.040323257446289
Batch :  144 / 261 , BCE in this minibatch:  8.558542251586914
Batch :  145 / 261 , BCE in this minibatch:  4.762831211090088
Batch :  146 / 261 , BCE in this minibatch:  7.730756759643555
Batch :  147 / 261 , BCE in this minibatch:  5.632719993591309
Batch :  148 / 261 , BCE in this minibatch:  6.154365062713623
Batch :  149 / 261 , BCE in this minibatch:  5.340114116668701
Batch :  150 / 261 , BCE in this minibatch:  5.291112899780273
Batch :  151 / 261 , BCE in this minibatch:  4.6140618324279785
Batch :  152 / 261 , BCE in this minibatch:  7.589757442474365
Batch :  153 / 261 , BCE in this minibatch:  6.007240295410156
Batch :  154 / 261 , BCE in this minibatch:  4.1166300773620605
Batch :  155 / 261 , BCE in this minibatch:  3.7470271587371826
Batch :  156 / 261 , BCE in this minibatch:  8.14072322845459
Batch :  157 / 261 , BCE in this minibatch:  6.244752407073975
Batch :  158 / 261 , BCE in this minibatch:  13.739355087280273
Batch :  159 / 261 , BCE in this minibatch:  6.593705177307129
Batch :  160 / 261 , BCE in this minibatch:  6.4728617668151855
Batch :  161 / 261 , BCE in this minibatch:  9.324734687805176
Batch :  162 / 261 , BCE in this minibatch:  6.353244781494141
Batch :  163 / 261 , BCE in this minibatch:  6.83229923248291
Batch :  164 / 261 , BCE in this minibatch:  13.130704879760742
Batch :  165 / 261 , BCE in this minibatch:  6.729776382446289
Batch :  166 / 261 , BCE in this minibatch:  16.119552612304688
Batch :  167 / 261 , BCE in this minibatch:  10.283024787902832
Batch :  168 / 261 , BCE in this minibatch:  10.954334259033203
Batch :  169 / 261 , BCE in this minibatch:  12.847975730895996
Batch :  170 / 261 , BCE in this minibatch:  13.916603088378906
Batch :  171 / 261 , BCE in this minibatch:  34.185665130615234
Batch :  172 / 261 , BCE in this minibatch:  35.198448181152344
Batch :  173 / 261 , BCE in this minibatch:  12.775132179260254
Batch :  174 / 261 , BCE in this minibatch:  7.594156742095947
Batch :  175 / 261 , BCE in this minibatch:  6.05620813369751
Batch :  176 / 261 , BCE in this minibatch:  7.336974143981934
Batch :  177 / 261 , BCE in this minibatch:  7.090967655181885
Batch :  178 / 261 , BCE in this minibatch:  8.313380241394043
Batch :  179 / 261 , BCE in this minibatch:  7.748058319091797
Batch :  180 / 261 , BCE in this minibatch:  7.936511039733887
Batch :  181 / 261 , BCE in this minibatch:  7.629240036010742
Batch :  182 / 261 , BCE in this minibatch:  6.155172824859619
Batch :  183 / 261 , BCE in this minibatch:  7.4425554275512695
Batch :  184 / 261 , BCE in this minibatch:  12.109167098999023
Batch :  185 / 261 , BCE in this minibatch:  6.406084060668945
Batch :  186 / 261 , BCE in this minibatch:  13.05155086517334
Batch :  187 / 261 , BCE in this minibatch:  6.0561723709106445
Batch :  188 / 261 , BCE in this minibatch:  6.990401268005371
Batch :  189 / 261 , BCE in this minibatch:  5.730813503265381
Batch :  190 / 261 , BCE in this minibatch:  8.449277877807617
Batch :  191 / 261 , BCE in this minibatch:  11.709263801574707
Batch :  192 / 261 , BCE in this minibatch:  8.032752990722656
Batch :  193 / 261 , BCE in this minibatch:  8.479458808898926
Batch :  194 / 261 , BCE in this minibatch:  8.338751792907715
Batch :  195 / 261 , BCE in this minibatch:  5.279593467712402
Batch :  196 / 261 , BCE in this minibatch:  6.375655651092529
Batch :  197 / 261 , BCE in this minibatch:  6.276757717132568
Batch :  198 / 261 , BCE in this minibatch:  9.59578800201416
Batch :  199 / 261 , BCE in this minibatch:  7.125457286834717
Batch :  200 / 261 , BCE in this minibatch:  12.106437683105469
Batch :  201 / 261 , BCE in this minibatch:  9.690985679626465
Batch :  202 / 261 , BCE in this minibatch:  11.203925132751465
Batch :  203 / 261 , BCE in this minibatch:  8.562369346618652
Batch :  204 / 261 , BCE in this minibatch:  7.405237197875977
Batch :  205 / 261 , BCE in this minibatch:  7.213278293609619
Batch :  206 / 261 , BCE in this minibatch:  7.904985427856445
Batch :  207 / 261 , BCE in this minibatch:  7.606372833251953
Batch :  208 / 261 , BCE in this minibatch:  6.298958778381348
Batch :  209 / 261 , BCE in this minibatch:  8.025059700012207
Batch :  210 / 261 , BCE in this minibatch:  19.495105743408203
Batch :  211 / 261 , BCE in this minibatch:  23.682979583740234
Batch :  212 / 261 , BCE in this minibatch:  11.624110221862793
Batch :  213 / 261 , BCE in this minibatch:  18.35720443725586
Batch :  214 / 261 , BCE in this minibatch:  13.144925117492676
Batch :  215 / 261 , BCE in this minibatch:  5.157416343688965
Batch :  216 / 261 , BCE in this minibatch:  4.814911842346191
Batch :  217 / 261 , BCE in this minibatch:  4.675843715667725
Batch :  218 / 261 , BCE in this minibatch:  6.881574630737305
Batch :  219 / 261 , BCE in this minibatch:  7.282064437866211
Batch :  220 / 261 , BCE in this minibatch:  15.628478050231934
Batch :  221 / 261 , BCE in this minibatch:  9.117756843566895
Batch :  222 / 261 , BCE in this minibatch:  8.745336532592773
Batch :  223 / 261 , BCE in this minibatch:  5.798360347747803
Batch :  224 / 261 , BCE in this minibatch:  16.104856491088867
Batch :  225 / 261 , BCE in this minibatch:  27.58578872680664
Batch :  226 / 261 , BCE in this minibatch:  10.742918968200684
Batch :  227 / 261 , BCE in this minibatch:  6.493040561676025
Batch :  228 / 261 , BCE in this minibatch:  9.159826278686523
Batch :  229 / 261 , BCE in this minibatch:  8.410482406616211
Batch :  230 / 261 , BCE in this minibatch:  8.07964038848877
Batch :  231 / 261 , BCE in this minibatch:  9.319748878479004
Batch :  232 / 261 , BCE in this minibatch:  8.238953590393066
Batch :  233 / 261 , BCE in this minibatch:  8.9132661819458
Batch :  234 / 261 , BCE in this minibatch:  6.751581192016602
Batch :  235 / 261 , BCE in this minibatch:  8.913928031921387
Batch :  236 / 261 , BCE in this minibatch:  7.285772323608398
Batch :  237 / 261 , BCE in this minibatch:  6.288478851318359
Batch :  238 / 261 , BCE in this minibatch:  7.771556854248047
Batch :  239 / 261 , BCE in this minibatch:  6.390754222869873
Batch :  240 / 261 , BCE in this minibatch:  7.966880798339844
Batch :  241 / 261 , BCE in this minibatch:  6.235716342926025
Batch :  242 / 261 , BCE in this minibatch:  5.568537712097168
Batch :  243 / 261 , BCE in this minibatch:  4.7330851554870605
Batch :  244 / 261 , BCE in this minibatch:  6.0006184577941895
Batch :  245 / 261 , BCE in this minibatch:  8.703896522521973
Batch :  246 / 261 , BCE in this minibatch:  7.362832546234131
Batch :  247 / 261 , BCE in this minibatch:  8.79836654663086
Batch :  248 / 261 , BCE in this minibatch:  6.11047887802124
Batch :  249 / 261 , BCE in this minibatch:  9.419990539550781
Batch :  250 / 261 , BCE in this minibatch:  7.63569450378418
Batch :  251 / 261 , BCE in this minibatch:  5.396780490875244
Batch :  252 / 261 , BCE in this minibatch:  11.6356201171875
Batch :  253 / 261 , BCE in this minibatch:  12.978246688842773
Batch :  254 / 261 , BCE in this minibatch:  13.620280265808105
Batch :  255 / 261 , BCE in this minibatch:  7.120649337768555
Batch :  256 / 261 , BCE in this minibatch:  10.323880195617676
Batch :  257 / 261 , BCE in this minibatch:  10.79761791229248
Batch :  258 / 261 , BCE in this minibatch:  8.322319984436035
Batch :  259 / 261 , BCE in this minibatch:  6.70145845413208
Batch :  260 / 261 , BCE in this minibatch:  5.081490993499756
Batch :  261 / 261 , BCE in this minibatch:  4.6542744636535645
epoch: 25  train_loss: 7.753073937134724
Batch :  1 / 261 , BCE in this minibatch:  4.078622341156006
Batch :  2 / 261 , BCE in this minibatch:  5.050998687744141
Batch :  3 / 261 , BCE in this minibatch:  4.985969066619873
Batch :  4 / 261 , BCE in this minibatch:  4.969829559326172
Batch :  5 / 261 , BCE in this minibatch:  5.722857475280762
Batch :  6 / 261 , BCE in this minibatch:  5.394591331481934
Batch :  7 / 261 , BCE in this minibatch:  5.70973014831543
Batch :  8 / 261 , BCE in this minibatch:  5.283013820648193
Batch :  9 / 261 , BCE in this minibatch:  4.379892349243164
Batch :  10 / 261 , BCE in this minibatch:  5.148626327514648
Batch :  11 / 261 , BCE in this minibatch:  4.77865743637085
Batch :  12 / 261 , BCE in this minibatch:  4.897217750549316
Batch :  13 / 261 , BCE in this minibatch:  5.559403419494629
Batch :  14 / 261 , BCE in this minibatch:  5.431297779083252
Batch :  15 / 261 , BCE in this minibatch:  4.969369888305664
Batch :  16 / 261 , BCE in this minibatch:  5.198795795440674
Batch :  17 / 261 , BCE in this minibatch:  9.555782318115234
Batch :  18 / 261 , BCE in this minibatch:  5.169951915740967
Batch :  19 / 261 , BCE in this minibatch:  4.616591930389404
Batch :  20 / 261 , BCE in this minibatch:  4.560904502868652
Batch :  21 / 261 , BCE in this minibatch:  4.371414661407471
Batch :  22 / 261 , BCE in this minibatch:  4.4045844078063965
Batch :  23 / 261 , BCE in this minibatch:  4.213468074798584
Batch :  24 / 261 , BCE in this minibatch:  5.4978251457214355
Batch :  25 / 261 , BCE in this minibatch:  5.582907676696777
Batch :  26 / 261 , BCE in this minibatch:  5.244877815246582
Batch :  27 / 261 , BCE in this minibatch:  3.8303306102752686
Batch :  28 / 261 , BCE in this minibatch:  5.218449115753174
Batch :  29 / 261 , BCE in this minibatch:  4.435486316680908
Batch :  30 / 261 , BCE in this minibatch:  5.6297454833984375
Batch :  31 / 261 , BCE in this minibatch:  4.415710926055908
Batch :  32 / 261 , BCE in this minibatch:  4.605437278747559
Batch :  33 / 261 , BCE in this minibatch:  4.4590582847595215
Batch :  34 / 261 , BCE in this minibatch:  3.712372303009033
Batch :  35 / 261 , BCE in this minibatch:  6.9141459465026855
Batch :  36 / 261 , BCE in this minibatch:  4.154933929443359
Batch :  37 / 261 , BCE in this minibatch:  4.193547248840332
Batch :  38 / 261 , BCE in this minibatch:  4.081784248352051
Batch :  39 / 261 , BCE in this minibatch:  4.344947338104248
Batch :  40 / 261 , BCE in this minibatch:  5.474523544311523
Batch :  41 / 261 , BCE in this minibatch:  4.947301864624023
Batch :  42 / 261 , BCE in this minibatch:  6.517333507537842
Batch :  43 / 261 , BCE in this minibatch:  4.344819068908691
Batch :  44 / 261 , BCE in this minibatch:  5.826798915863037
Batch :  45 / 261 , BCE in this minibatch:  4.196245193481445
Batch :  46 / 261 , BCE in this minibatch:  5.310781478881836
Batch :  47 / 261 , BCE in this minibatch:  8.717347145080566
Batch :  48 / 261 , BCE in this minibatch:  5.093235492706299
Batch :  49 / 261 , BCE in this minibatch:  4.938830852508545
Batch :  50 / 261 , BCE in this minibatch:  9.30185317993164
Batch :  51 / 261 , BCE in this minibatch:  5.362905502319336
Batch :  52 / 261 , BCE in this minibatch:  5.337090492248535
Batch :  53 / 261 , BCE in this minibatch:  4.836927890777588
Batch :  54 / 261 , BCE in this minibatch:  7.143570423126221
Batch :  55 / 261 , BCE in this minibatch:  6.247992038726807
Batch :  56 / 261 , BCE in this minibatch:  6.295487880706787
Batch :  57 / 261 , BCE in this minibatch:  4.804038047790527
Batch :  58 / 261 , BCE in this minibatch:  8.98078727722168
Batch :  59 / 261 , BCE in this minibatch:  5.14736270904541
Batch :  60 / 261 , BCE in this minibatch:  5.71379280090332
Batch :  61 / 261 , BCE in this minibatch:  4.999360084533691
Batch :  62 / 261 , BCE in this minibatch:  4.441633701324463
Batch :  63 / 261 , BCE in this minibatch:  4.4030303955078125
Batch :  64 / 261 , BCE in this minibatch:  3.9074103832244873
Batch :  65 / 261 , BCE in this minibatch:  5.7917633056640625
Batch :  66 / 261 , BCE in this minibatch:  5.684309482574463
Batch :  67 / 261 , BCE in this minibatch:  7.9051384925842285
Batch :  68 / 261 , BCE in this minibatch:  4.8886847496032715
Batch :  69 / 261 , BCE in this minibatch:  6.76900577545166
Batch :  70 / 261 , BCE in this minibatch:  16.330228805541992
Batch :  71 / 261 , BCE in this minibatch:  5.55494499206543
Batch :  72 / 261 , BCE in this minibatch:  5.303204536437988
Batch :  73 / 261 , BCE in this minibatch:  14.622467041015625
Batch :  74 / 261 , BCE in this minibatch:  15.191789627075195
Batch :  75 / 261 , BCE in this minibatch:  5.734622478485107
Batch :  76 / 261 , BCE in this minibatch:  5.424637794494629
Batch :  77 / 261 , BCE in this minibatch:  6.471787929534912
Batch :  78 / 261 , BCE in this minibatch:  7.0644001960754395
Batch :  79 / 261 , BCE in this minibatch:  4.8502607345581055
Batch :  80 / 261 , BCE in this minibatch:  8.205313682556152
Batch :  81 / 261 , BCE in this minibatch:  6.563686847686768
Batch :  82 / 261 , BCE in this minibatch:  5.024657726287842
Batch :  83 / 261 , BCE in this minibatch:  10.00454330444336
Batch :  84 / 261 , BCE in this minibatch:  5.718635082244873
Batch :  85 / 261 , BCE in this minibatch:  6.396440029144287
Batch :  86 / 261 , BCE in this minibatch:  7.902233600616455
Batch :  87 / 261 , BCE in this minibatch:  5.455324649810791
Batch :  88 / 261 , BCE in this minibatch:  6.514188289642334
Batch :  89 / 261 , BCE in this minibatch:  5.068567276000977
Batch :  90 / 261 , BCE in this minibatch:  5.590644359588623
Batch :  91 / 261 , BCE in this minibatch:  4.387823104858398
Batch :  92 / 261 , BCE in this minibatch:  5.967060565948486
Batch :  93 / 261 , BCE in this minibatch:  8.790498733520508
Batch :  94 / 261 , BCE in this minibatch:  12.748734474182129
Batch :  95 / 261 , BCE in this minibatch:  9.350251197814941
Batch :  96 / 261 , BCE in this minibatch:  8.115034103393555
Batch :  97 / 261 , BCE in this minibatch:  10.350890159606934
Batch :  98 / 261 , BCE in this minibatch:  5.855013370513916
Batch :  99 / 261 , BCE in this minibatch:  7.586611270904541
Batch :  100 / 261 , BCE in this minibatch:  12.733402252197266
Batch :  101 / 261 , BCE in this minibatch:  5.369672775268555
Batch :  102 / 261 , BCE in this minibatch:  5.052464962005615
Batch :  103 / 261 , BCE in this minibatch:  6.8855814933776855
Batch :  104 / 261 , BCE in this minibatch:  5.21660041809082
Batch :  105 / 261 , BCE in this minibatch:  9.582291603088379
Batch :  106 / 261 , BCE in this minibatch:  5.993234634399414
Batch :  107 / 261 , BCE in this minibatch:  6.1691155433654785
Batch :  108 / 261 , BCE in this minibatch:  4.367696285247803
Batch :  109 / 261 , BCE in this minibatch:  6.487796306610107
Batch :  110 / 261 , BCE in this minibatch:  10.205121040344238
Batch :  111 / 261 , BCE in this minibatch:  5.867427825927734
Batch :  112 / 261 , BCE in this minibatch:  7.817978382110596
Batch :  113 / 261 , BCE in this minibatch:  8.372605323791504
Batch :  114 / 261 , BCE in this minibatch:  7.732360363006592
Batch :  115 / 261 , BCE in this minibatch:  7.905876159667969
Batch :  116 / 261 , BCE in this minibatch:  6.2278571128845215
Batch :  117 / 261 , BCE in this minibatch:  8.568419456481934
Batch :  118 / 261 , BCE in this minibatch:  8.18693733215332
Batch :  119 / 261 , BCE in this minibatch:  7.558975696563721
Batch :  120 / 261 , BCE in this minibatch:  7.9595465660095215
Batch :  121 / 261 , BCE in this minibatch:  5.660636901855469
Batch :  122 / 261 , BCE in this minibatch:  7.632400035858154
Batch :  123 / 261 , BCE in this minibatch:  7.6279215812683105
Batch :  124 / 261 , BCE in this minibatch:  4.543115139007568
Batch :  125 / 261 , BCE in this minibatch:  17.223237991333008
Batch :  126 / 261 , BCE in this minibatch:  6.399266242980957
Batch :  127 / 261 , BCE in this minibatch:  4.557991027832031
Batch :  128 / 261 , BCE in this minibatch:  7.375827312469482
Batch :  129 / 261 , BCE in this minibatch:  4.497287750244141
Batch :  130 / 261 , BCE in this minibatch:  15.586371421813965
Batch :  131 / 261 , BCE in this minibatch:  8.126835823059082
Batch :  132 / 261 , BCE in this minibatch:  7.7926435470581055
Batch :  133 / 261 , BCE in this minibatch:  16.553892135620117
Batch :  134 / 261 , BCE in this minibatch:  8.535202026367188
Batch :  135 / 261 , BCE in this minibatch:  6.726105690002441
Batch :  136 / 261 , BCE in this minibatch:  5.178401947021484
Batch :  137 / 261 , BCE in this minibatch:  10.549124717712402
Batch :  138 / 261 , BCE in this minibatch:  8.87820053100586
Batch :  139 / 261 , BCE in this minibatch:  5.8881707191467285
Batch :  140 / 261 , BCE in this minibatch:  4.629971027374268
Batch :  141 / 261 , BCE in this minibatch:  6.88397216796875
Batch :  142 / 261 , BCE in this minibatch:  8.074928283691406
Batch :  143 / 261 , BCE in this minibatch:  13.043028831481934
Batch :  144 / 261 , BCE in this minibatch:  8.588129043579102
Batch :  145 / 261 , BCE in this minibatch:  4.728883743286133
Batch :  146 / 261 , BCE in this minibatch:  7.7200846672058105
Batch :  147 / 261 , BCE in this minibatch:  5.643564224243164
Batch :  148 / 261 , BCE in this minibatch:  6.225311756134033
Batch :  149 / 261 , BCE in this minibatch:  5.301113605499268
Batch :  150 / 261 , BCE in this minibatch:  5.297072410583496
Batch :  151 / 261 , BCE in this minibatch:  4.637923717498779
Batch :  152 / 261 , BCE in this minibatch:  7.552626609802246
Batch :  153 / 261 , BCE in this minibatch:  6.003369331359863
Batch :  154 / 261 , BCE in this minibatch:  4.07015323638916
Batch :  155 / 261 , BCE in this minibatch:  3.730297327041626
Batch :  156 / 261 , BCE in this minibatch:  8.134784698486328
Batch :  157 / 261 , BCE in this minibatch:  6.265158176422119
Batch :  158 / 261 , BCE in this minibatch:  13.752702713012695
Batch :  159 / 261 , BCE in this minibatch:  6.650994300842285
Batch :  160 / 261 , BCE in this minibatch:  6.4741058349609375
Batch :  161 / 261 , BCE in this minibatch:  9.268061637878418
Batch :  162 / 261 , BCE in this minibatch:  6.398644924163818
Batch :  163 / 261 , BCE in this minibatch:  6.858669757843018
Batch :  164 / 261 , BCE in this minibatch:  13.083629608154297
Batch :  165 / 261 , BCE in this minibatch:  6.726555347442627
Batch :  166 / 261 , BCE in this minibatch:  16.059246063232422
Batch :  167 / 261 , BCE in this minibatch:  10.23849105834961
Batch :  168 / 261 , BCE in this minibatch:  10.895641326904297
Batch :  169 / 261 , BCE in this minibatch:  12.756882667541504
Batch :  170 / 261 , BCE in this minibatch:  13.841072082519531
Batch :  171 / 261 , BCE in this minibatch:  34.093719482421875
Batch :  172 / 261 , BCE in this minibatch:  35.180912017822266
Batch :  173 / 261 , BCE in this minibatch:  12.706476211547852
Batch :  174 / 261 , BCE in this minibatch:  7.599804878234863
Batch :  175 / 261 , BCE in this minibatch:  6.01167106628418
Batch :  176 / 261 , BCE in this minibatch:  7.281174182891846
Batch :  177 / 261 , BCE in this minibatch:  7.103403091430664
Batch :  178 / 261 , BCE in this minibatch:  8.338770866394043
Batch :  179 / 261 , BCE in this minibatch:  7.699079990386963
Batch :  180 / 261 , BCE in this minibatch:  7.882638931274414
Batch :  181 / 261 , BCE in this minibatch:  7.618373870849609
Batch :  182 / 261 , BCE in this minibatch:  6.110462188720703
Batch :  183 / 261 , BCE in this minibatch:  7.434683799743652
Batch :  184 / 261 , BCE in this minibatch:  12.076497077941895
Batch :  185 / 261 , BCE in this minibatch:  6.402846336364746
Batch :  186 / 261 , BCE in this minibatch:  12.963052749633789
Batch :  187 / 261 , BCE in this minibatch:  6.012109756469727
Batch :  188 / 261 , BCE in this minibatch:  6.987011432647705
Batch :  189 / 261 , BCE in this minibatch:  5.736843585968018
Batch :  190 / 261 , BCE in this minibatch:  8.448259353637695
Batch :  191 / 261 , BCE in this minibatch:  11.697835922241211
Batch :  192 / 261 , BCE in this minibatch:  8.009244918823242
Batch :  193 / 261 , BCE in this minibatch:  8.477370262145996
Batch :  194 / 261 , BCE in this minibatch:  8.29944133758545
Batch :  195 / 261 , BCE in this minibatch:  5.263401508331299
Batch :  196 / 261 , BCE in this minibatch:  6.35004997253418
Batch :  197 / 261 , BCE in this minibatch:  6.261240005493164
Batch :  198 / 261 , BCE in this minibatch:  9.630168914794922
Batch :  199 / 261 , BCE in this minibatch:  7.129105567932129
Batch :  200 / 261 , BCE in this minibatch:  12.151191711425781
Batch :  201 / 261 , BCE in this minibatch:  9.656614303588867
Batch :  202 / 261 , BCE in this minibatch:  11.185735702514648
Batch :  203 / 261 , BCE in this minibatch:  8.584162712097168
Batch :  204 / 261 , BCE in this minibatch:  7.372831344604492
Batch :  205 / 261 , BCE in this minibatch:  7.165317058563232
Batch :  206 / 261 , BCE in this minibatch:  7.850783348083496
Batch :  207 / 261 , BCE in this minibatch:  7.573162078857422
Batch :  208 / 261 , BCE in this minibatch:  6.232944965362549
Batch :  209 / 261 , BCE in this minibatch:  7.954578876495361
Batch :  210 / 261 , BCE in this minibatch:  19.47275733947754
Batch :  211 / 261 , BCE in this minibatch:  23.570209503173828
Batch :  212 / 261 , BCE in this minibatch:  11.580242156982422
Batch :  213 / 261 , BCE in this minibatch:  18.350372314453125
Batch :  214 / 261 , BCE in this minibatch:  13.076119422912598
Batch :  215 / 261 , BCE in this minibatch:  5.135346412658691
Batch :  216 / 261 , BCE in this minibatch:  4.785783767700195
Batch :  217 / 261 , BCE in this minibatch:  4.683743000030518
Batch :  218 / 261 , BCE in this minibatch:  6.8257880210876465
Batch :  219 / 261 , BCE in this minibatch:  7.284527778625488
Batch :  220 / 261 , BCE in this minibatch:  15.613205909729004
Batch :  221 / 261 , BCE in this minibatch:  9.148941040039062
Batch :  222 / 261 , BCE in this minibatch:  8.7330961227417
Batch :  223 / 261 , BCE in this minibatch:  5.814266204833984
Batch :  224 / 261 , BCE in this minibatch:  16.181591033935547
Batch :  225 / 261 , BCE in this minibatch:  27.466123580932617
Batch :  226 / 261 , BCE in this minibatch:  10.766505241394043
Batch :  227 / 261 , BCE in this minibatch:  6.486870288848877
Batch :  228 / 261 , BCE in this minibatch:  9.134647369384766
Batch :  229 / 261 , BCE in this minibatch:  8.404180526733398
Batch :  230 / 261 , BCE in this minibatch:  8.093282699584961
Batch :  231 / 261 , BCE in this minibatch:  9.277894020080566
Batch :  232 / 261 , BCE in this minibatch:  8.202706336975098
Batch :  233 / 261 , BCE in this minibatch:  8.876919746398926
Batch :  234 / 261 , BCE in this minibatch:  6.733633041381836
Batch :  235 / 261 , BCE in this minibatch:  8.9246187210083
Batch :  236 / 261 , BCE in this minibatch:  7.342222690582275
Batch :  237 / 261 , BCE in this minibatch:  6.2630181312561035
Batch :  238 / 261 , BCE in this minibatch:  7.781397342681885
Batch :  239 / 261 , BCE in this minibatch:  6.3929266929626465
Batch :  240 / 261 , BCE in this minibatch:  7.899642467498779
Batch :  241 / 261 , BCE in this minibatch:  6.178762435913086
Batch :  242 / 261 , BCE in this minibatch:  5.573324680328369
Batch :  243 / 261 , BCE in this minibatch:  4.751275539398193
Batch :  244 / 261 , BCE in this minibatch:  6.011114120483398
Batch :  245 / 261 , BCE in this minibatch:  8.699374198913574
Batch :  246 / 261 , BCE in this minibatch:  7.414922714233398
Batch :  247 / 261 , BCE in this minibatch:  8.783605575561523
Batch :  248 / 261 , BCE in this minibatch:  6.109348773956299
Batch :  249 / 261 , BCE in this minibatch:  9.358478546142578
Batch :  250 / 261 , BCE in this minibatch:  7.5471673011779785
Batch :  251 / 261 , BCE in this minibatch:  5.349658966064453
Batch :  252 / 261 , BCE in this minibatch:  11.651579856872559
Batch :  253 / 261 , BCE in this minibatch:  12.942031860351562
Batch :  254 / 261 , BCE in this minibatch:  13.61330509185791
Batch :  255 / 261 , BCE in this minibatch:  7.119133472442627
Batch :  256 / 261 , BCE in this minibatch:  10.281060218811035
Batch :  257 / 261 , BCE in this minibatch:  10.763726234436035
Batch :  258 / 261 , BCE in this minibatch:  8.30330753326416
Batch :  259 / 261 , BCE in this minibatch:  6.634522438049316
Batch :  260 / 261 , BCE in this minibatch:  5.115907669067383
Batch :  261 / 261 , BCE in this minibatch:  4.600204944610596
epoch: 26  train_loss: 7.735682049930324
Batch :  1 / 261 , BCE in this minibatch:  4.058420181274414
Batch :  2 / 261 , BCE in this minibatch:  5.052513599395752
Batch :  3 / 261 , BCE in this minibatch:  5.002503871917725
Batch :  4 / 261 , BCE in this minibatch:  4.941834926605225
Batch :  5 / 261 , BCE in this minibatch:  5.683025360107422
Batch :  6 / 261 , BCE in this minibatch:  5.354121208190918
Batch :  7 / 261 , BCE in this minibatch:  5.716701984405518
Batch :  8 / 261 , BCE in this minibatch:  5.270068168640137
Batch :  9 / 261 , BCE in this minibatch:  4.401817321777344
Batch :  10 / 261 , BCE in this minibatch:  5.1385650634765625
Batch :  11 / 261 , BCE in this minibatch:  4.76869010925293
Batch :  12 / 261 , BCE in this minibatch:  4.901782512664795
Batch :  13 / 261 , BCE in this minibatch:  5.516102313995361
Batch :  14 / 261 , BCE in this minibatch:  5.415231704711914
Batch :  15 / 261 , BCE in this minibatch:  4.953171730041504
Batch :  16 / 261 , BCE in this minibatch:  5.165248870849609
Batch :  17 / 261 , BCE in this minibatch:  9.501693725585938
Batch :  18 / 261 , BCE in this minibatch:  5.141897678375244
Batch :  19 / 261 , BCE in this minibatch:  4.623103141784668
Batch :  20 / 261 , BCE in this minibatch:  4.543682098388672
Batch :  21 / 261 , BCE in this minibatch:  4.347536563873291
Batch :  22 / 261 , BCE in this minibatch:  4.349250793457031
Batch :  23 / 261 , BCE in this minibatch:  4.180908203125
Batch :  24 / 261 , BCE in this minibatch:  5.476996421813965
Batch :  25 / 261 , BCE in this minibatch:  5.567729473114014
Batch :  26 / 261 , BCE in this minibatch:  5.217683792114258
Batch :  27 / 261 , BCE in this minibatch:  3.8244802951812744
Batch :  28 / 261 , BCE in this minibatch:  5.192056655883789
Batch :  29 / 261 , BCE in this minibatch:  4.43714714050293
Batch :  30 / 261 , BCE in this minibatch:  5.6617751121521
Batch :  31 / 261 , BCE in this minibatch:  4.421106338500977
Batch :  32 / 261 , BCE in this minibatch:  4.6377692222595215
Batch :  33 / 261 , BCE in this minibatch:  4.425863742828369
Batch :  34 / 261 , BCE in this minibatch:  3.7043581008911133
Batch :  35 / 261 , BCE in this minibatch:  6.861902713775635
Batch :  36 / 261 , BCE in this minibatch:  4.16220760345459
Batch :  37 / 261 , BCE in this minibatch:  4.156718730926514
Batch :  38 / 261 , BCE in this minibatch:  4.043288707733154
Batch :  39 / 261 , BCE in this minibatch:  4.337317943572998
Batch :  40 / 261 , BCE in this minibatch:  5.494851589202881
Batch :  41 / 261 , BCE in this minibatch:  4.939497947692871
Batch :  42 / 261 , BCE in this minibatch:  6.518126010894775
Batch :  43 / 261 , BCE in this minibatch:  4.278435230255127
Batch :  44 / 261 , BCE in this minibatch:  5.82658052444458
Batch :  45 / 261 , BCE in this minibatch:  4.190952301025391
Batch :  46 / 261 , BCE in this minibatch:  5.322619915008545
Batch :  47 / 261 , BCE in this minibatch:  8.695112228393555
Batch :  48 / 261 , BCE in this minibatch:  5.076401233673096
Batch :  49 / 261 , BCE in this minibatch:  4.898420810699463
Batch :  50 / 261 , BCE in this minibatch:  9.300546646118164
Batch :  51 / 261 , BCE in this minibatch:  5.320982456207275
Batch :  52 / 261 , BCE in this minibatch:  5.271126747131348
Batch :  53 / 261 , BCE in this minibatch:  4.825799465179443
Batch :  54 / 261 , BCE in this minibatch:  7.114584922790527
Batch :  55 / 261 , BCE in this minibatch:  6.215820789337158
Batch :  56 / 261 , BCE in this minibatch:  6.272527694702148
Batch :  57 / 261 , BCE in this minibatch:  4.774543285369873
Batch :  58 / 261 , BCE in this minibatch:  8.985526084899902
Batch :  59 / 261 , BCE in this minibatch:  5.139858245849609
Batch :  60 / 261 , BCE in this minibatch:  5.708868503570557
Batch :  61 / 261 , BCE in this minibatch:  4.991377353668213
Batch :  62 / 261 , BCE in this minibatch:  4.458485126495361
Batch :  63 / 261 , BCE in this minibatch:  4.377896308898926
Batch :  64 / 261 , BCE in this minibatch:  3.8830740451812744
Batch :  65 / 261 , BCE in this minibatch:  5.787900924682617
Batch :  66 / 261 , BCE in this minibatch:  5.713740825653076
Batch :  67 / 261 , BCE in this minibatch:  7.8512749671936035
Batch :  68 / 261 , BCE in this minibatch:  4.900323390960693
Batch :  69 / 261 , BCE in this minibatch:  6.761998653411865
Batch :  70 / 261 , BCE in this minibatch:  16.226747512817383
Batch :  71 / 261 , BCE in this minibatch:  5.525764465332031
Batch :  72 / 261 , BCE in this minibatch:  5.293830871582031
Batch :  73 / 261 , BCE in this minibatch:  14.580299377441406
Batch :  74 / 261 , BCE in this minibatch:  15.022124290466309
Batch :  75 / 261 , BCE in this minibatch:  5.690668106079102
Batch :  76 / 261 , BCE in this minibatch:  5.4322662353515625
Batch :  77 / 261 , BCE in this minibatch:  6.459229946136475
Batch :  78 / 261 , BCE in this minibatch:  7.047514915466309
Batch :  79 / 261 , BCE in this minibatch:  4.815155506134033
Batch :  80 / 261 , BCE in this minibatch:  8.212013244628906
Batch :  81 / 261 , BCE in this minibatch:  6.551692485809326
Batch :  82 / 261 , BCE in this minibatch:  4.984781742095947
Batch :  83 / 261 , BCE in this minibatch:  9.993850708007812
Batch :  84 / 261 , BCE in this minibatch:  5.676522254943848
Batch :  85 / 261 , BCE in this minibatch:  6.353438377380371
Batch :  86 / 261 , BCE in this minibatch:  7.841139316558838
Batch :  87 / 261 , BCE in this minibatch:  5.433140277862549
Batch :  88 / 261 , BCE in this minibatch:  6.516568660736084
Batch :  89 / 261 , BCE in this minibatch:  5.079137802124023
Batch :  90 / 261 , BCE in this minibatch:  5.546186447143555
Batch :  91 / 261 , BCE in this minibatch:  4.391048431396484
Batch :  92 / 261 , BCE in this minibatch:  5.9596052169799805
Batch :  93 / 261 , BCE in this minibatch:  8.720414161682129
Batch :  94 / 261 , BCE in this minibatch:  12.744572639465332
Batch :  95 / 261 , BCE in this minibatch:  9.262581825256348
Batch :  96 / 261 , BCE in this minibatch:  8.12505054473877
Batch :  97 / 261 , BCE in this minibatch:  10.26181411743164
Batch :  98 / 261 , BCE in this minibatch:  5.833836555480957
Batch :  99 / 261 , BCE in this minibatch:  7.538536548614502
Batch :  100 / 261 , BCE in this minibatch:  12.694282531738281
Batch :  101 / 261 , BCE in this minibatch:  5.336841106414795
Batch :  102 / 261 , BCE in this minibatch:  4.994630336761475
Batch :  103 / 261 , BCE in this minibatch:  6.8729248046875
Batch :  104 / 261 , BCE in this minibatch:  5.224256992340088
Batch :  105 / 261 , BCE in this minibatch:  9.447877883911133
Batch :  106 / 261 , BCE in this minibatch:  5.94771146774292
Batch :  107 / 261 , BCE in this minibatch:  6.132552146911621
Batch :  108 / 261 , BCE in this minibatch:  4.405648708343506
Batch :  109 / 261 , BCE in this minibatch:  6.473639011383057
Batch :  110 / 261 , BCE in this minibatch:  10.1366605758667
Batch :  111 / 261 , BCE in this minibatch:  5.870194435119629
Batch :  112 / 261 , BCE in this minibatch:  7.752419948577881
Batch :  113 / 261 , BCE in this minibatch:  8.311279296875
Batch :  114 / 261 , BCE in this minibatch:  7.689164638519287
Batch :  115 / 261 , BCE in this minibatch:  7.8950982093811035
Batch :  116 / 261 , BCE in this minibatch:  6.232303142547607
Batch :  117 / 261 , BCE in this minibatch:  8.518891334533691
Batch :  118 / 261 , BCE in this minibatch:  8.14578628540039
Batch :  119 / 261 , BCE in this minibatch:  7.5291056632995605
Batch :  120 / 261 , BCE in this minibatch:  7.9928998947143555
Batch :  121 / 261 , BCE in this minibatch:  5.653136730194092
Batch :  122 / 261 , BCE in this minibatch:  7.572186470031738
Batch :  123 / 261 , BCE in this minibatch:  7.621674060821533
Batch :  124 / 261 , BCE in this minibatch:  4.506903171539307
Batch :  125 / 261 , BCE in this minibatch:  17.129947662353516
Batch :  126 / 261 , BCE in this minibatch:  6.370460033416748
Batch :  127 / 261 , BCE in this minibatch:  4.53698205947876
Batch :  128 / 261 , BCE in this minibatch:  7.39011287689209
Batch :  129 / 261 , BCE in this minibatch:  4.440165042877197
Batch :  130 / 261 , BCE in this minibatch:  15.538800239562988
Batch :  131 / 261 , BCE in this minibatch:  8.161969184875488
Batch :  132 / 261 , BCE in this minibatch:  7.797939777374268
Batch :  133 / 261 , BCE in this minibatch:  16.437538146972656
Batch :  134 / 261 , BCE in this minibatch:  8.525094985961914
Batch :  135 / 261 , BCE in this minibatch:  6.720895767211914
Batch :  136 / 261 , BCE in this minibatch:  5.174304485321045
Batch :  137 / 261 , BCE in this minibatch:  10.481139183044434
Batch :  138 / 261 , BCE in this minibatch:  8.88669490814209
Batch :  139 / 261 , BCE in this minibatch:  5.867058753967285
Batch :  140 / 261 , BCE in this minibatch:  4.625296115875244
Batch :  141 / 261 , BCE in this minibatch:  6.860886573791504
Batch :  142 / 261 , BCE in this minibatch:  7.9921722412109375
Batch :  143 / 261 , BCE in this minibatch:  12.996728897094727
Batch :  144 / 261 , BCE in this minibatch:  8.563056945800781
Batch :  145 / 261 , BCE in this minibatch:  4.782548904418945
Batch :  146 / 261 , BCE in this minibatch:  7.718083381652832
Batch :  147 / 261 , BCE in this minibatch:  5.627020835876465
Batch :  148 / 261 , BCE in this minibatch:  6.181344509124756
Batch :  149 / 261 , BCE in this minibatch:  5.267117977142334
Batch :  150 / 261 , BCE in this minibatch:  5.3012309074401855
Batch :  151 / 261 , BCE in this minibatch:  4.647000789642334
Batch :  152 / 261 , BCE in this minibatch:  7.553846836090088
Batch :  153 / 261 , BCE in this minibatch:  5.958877086639404
Batch :  154 / 261 , BCE in this minibatch:  4.057174205780029
Batch :  155 / 261 , BCE in this minibatch:  3.7258176803588867
Batch :  156 / 261 , BCE in this minibatch:  8.093018531799316
Batch :  157 / 261 , BCE in this minibatch:  6.205143451690674
Batch :  158 / 261 , BCE in this minibatch:  13.734285354614258
Batch :  159 / 261 , BCE in this minibatch:  6.569239139556885
Batch :  160 / 261 , BCE in this minibatch:  6.401679039001465
Batch :  161 / 261 , BCE in this minibatch:  9.219012260437012
Batch :  162 / 261 , BCE in this minibatch:  6.3595170974731445
Batch :  163 / 261 , BCE in this minibatch:  6.77333402633667
Batch :  164 / 261 , BCE in this minibatch:  13.060718536376953
Batch :  165 / 261 , BCE in this minibatch:  6.70635461807251
Batch :  166 / 261 , BCE in this minibatch:  15.990337371826172
Batch :  167 / 261 , BCE in this minibatch:  10.213552474975586
Batch :  168 / 261 , BCE in this minibatch:  10.865898132324219
Batch :  169 / 261 , BCE in this minibatch:  12.739315032958984
Batch :  170 / 261 , BCE in this minibatch:  13.922365188598633
Batch :  171 / 261 , BCE in this minibatch:  34.171695709228516
Batch :  172 / 261 , BCE in this minibatch:  35.263885498046875
Batch :  173 / 261 , BCE in this minibatch:  12.671520233154297
Batch :  174 / 261 , BCE in this minibatch:  7.595447063446045
Batch :  175 / 261 , BCE in this minibatch:  6.047426223754883
Batch :  176 / 261 , BCE in this minibatch:  7.2404937744140625
Batch :  177 / 261 , BCE in this minibatch:  7.012247085571289
Batch :  178 / 261 , BCE in this minibatch:  8.28062629699707
Batch :  179 / 261 , BCE in this minibatch:  7.683274745941162
Batch :  180 / 261 , BCE in this minibatch:  7.858269691467285
Batch :  181 / 261 , BCE in this minibatch:  7.602843284606934
Batch :  182 / 261 , BCE in this minibatch:  6.1063923835754395
Batch :  183 / 261 , BCE in this minibatch:  7.408862113952637
Batch :  184 / 261 , BCE in this minibatch:  12.0715970993042
Batch :  185 / 261 , BCE in this minibatch:  6.319530010223389
Batch :  186 / 261 , BCE in this minibatch:  12.921778678894043
Batch :  187 / 261 , BCE in this minibatch:  5.9871392250061035
Batch :  188 / 261 , BCE in this minibatch:  6.896974563598633
Batch :  189 / 261 , BCE in this minibatch:  5.712783336639404
Batch :  190 / 261 , BCE in this minibatch:  8.440593719482422
Batch :  191 / 261 , BCE in this minibatch:  11.638323783874512
Batch :  192 / 261 , BCE in this minibatch:  7.967454433441162
Batch :  193 / 261 , BCE in this minibatch:  8.441125869750977
Batch :  194 / 261 , BCE in this minibatch:  8.249987602233887
Batch :  195 / 261 , BCE in this minibatch:  5.235127925872803
Batch :  196 / 261 , BCE in this minibatch:  6.275872230529785
Batch :  197 / 261 , BCE in this minibatch:  6.20762300491333
Batch :  198 / 261 , BCE in this minibatch:  9.569931983947754
Batch :  199 / 261 , BCE in this minibatch:  7.1023173332214355
Batch :  200 / 261 , BCE in this minibatch:  12.081953048706055
Batch :  201 / 261 , BCE in this minibatch:  9.61878490447998
Batch :  202 / 261 , BCE in this minibatch:  11.12625789642334
Batch :  203 / 261 , BCE in this minibatch:  8.559368133544922
Batch :  204 / 261 , BCE in this minibatch:  7.328521251678467
Batch :  205 / 261 , BCE in this minibatch:  7.158344268798828
Batch :  206 / 261 , BCE in this minibatch:  7.831546306610107
Batch :  207 / 261 , BCE in this minibatch:  7.564852714538574
Batch :  208 / 261 , BCE in this minibatch:  6.1920647621154785
Batch :  209 / 261 , BCE in this minibatch:  7.97633695602417
Batch :  210 / 261 , BCE in this minibatch:  19.484207153320312
Batch :  211 / 261 , BCE in this minibatch:  23.513973236083984
Batch :  212 / 261 , BCE in this minibatch:  11.541213989257812
Batch :  213 / 261 , BCE in this minibatch:  18.34593963623047
Batch :  214 / 261 , BCE in this minibatch:  13.086894989013672
Batch :  215 / 261 , BCE in this minibatch:  5.09203577041626
Batch :  216 / 261 , BCE in this minibatch:  4.741735935211182
Batch :  217 / 261 , BCE in this minibatch:  4.624880790710449
Batch :  218 / 261 , BCE in this minibatch:  6.799286365509033
Batch :  219 / 261 , BCE in this minibatch:  7.31689453125
Batch :  220 / 261 , BCE in this minibatch:  15.546793937683105
Batch :  221 / 261 , BCE in this minibatch:  9.110790252685547
Batch :  222 / 261 , BCE in this minibatch:  8.727461814880371
Batch :  223 / 261 , BCE in this minibatch:  5.775949478149414
Batch :  224 / 261 , BCE in this minibatch:  16.116470336914062
Batch :  225 / 261 , BCE in this minibatch:  27.342247009277344
Batch :  226 / 261 , BCE in this minibatch:  10.705648422241211
Batch :  227 / 261 , BCE in this minibatch:  6.403270244598389
Batch :  228 / 261 , BCE in this minibatch:  9.149775505065918
Batch :  229 / 261 , BCE in this minibatch:  8.350739479064941
Batch :  230 / 261 , BCE in this minibatch:  8.060765266418457
Batch :  231 / 261 , BCE in this minibatch:  9.304694175720215
Batch :  232 / 261 , BCE in this minibatch:  8.199352264404297
Batch :  233 / 261 , BCE in this minibatch:  8.832457542419434
Batch :  234 / 261 , BCE in this minibatch:  6.725572109222412
Batch :  235 / 261 , BCE in this minibatch:  8.89824104309082
Batch :  236 / 261 , BCE in this minibatch:  7.279541969299316
Batch :  237 / 261 , BCE in this minibatch:  6.258067607879639
Batch :  238 / 261 , BCE in this minibatch:  7.781649589538574
Batch :  239 / 261 , BCE in this minibatch:  6.382133960723877
Batch :  240 / 261 , BCE in this minibatch:  7.8757548332214355
Batch :  241 / 261 , BCE in this minibatch:  6.142276287078857
Batch :  242 / 261 , BCE in this minibatch:  5.563355922698975
Batch :  243 / 261 , BCE in this minibatch:  4.736625671386719
Batch :  244 / 261 , BCE in this minibatch:  5.995556831359863
Batch :  245 / 261 , BCE in this minibatch:  8.688593864440918
Batch :  246 / 261 , BCE in this minibatch:  7.30757474899292
Batch :  247 / 261 , BCE in this minibatch:  8.766416549682617
Batch :  248 / 261 , BCE in this minibatch:  6.043262481689453
Batch :  249 / 261 , BCE in this minibatch:  9.336925506591797
Batch :  250 / 261 , BCE in this minibatch:  7.543529033660889
Batch :  251 / 261 , BCE in this minibatch:  5.343281269073486
Batch :  252 / 261 , BCE in this minibatch:  11.639252662658691
Batch :  253 / 261 , BCE in this minibatch:  12.912449836730957
Batch :  254 / 261 , BCE in this minibatch:  13.560518264770508
Batch :  255 / 261 , BCE in this minibatch:  7.090896129608154
Batch :  256 / 261 , BCE in this minibatch:  10.281606674194336
Batch :  257 / 261 , BCE in this minibatch:  10.751768112182617
Batch :  258 / 261 , BCE in this minibatch:  8.284675598144531
Batch :  259 / 261 , BCE in this minibatch:  6.6092071533203125
Batch :  260 / 261 , BCE in this minibatch:  5.073609352111816
Batch :  261 / 261 , BCE in this minibatch:  4.525278091430664
epoch: 27  train_loss: 7.709932875359195
Batch :  1 / 261 , BCE in this minibatch:  4.0357184410095215
Batch :  2 / 261 , BCE in this minibatch:  5.041523456573486
Batch :  3 / 261 , BCE in this minibatch:  4.986077308654785
Batch :  4 / 261 , BCE in this minibatch:  4.936595916748047
Batch :  5 / 261 , BCE in this minibatch:  5.613454818725586
Batch :  6 / 261 , BCE in this minibatch:  5.329965591430664
Batch :  7 / 261 , BCE in this minibatch:  5.686380863189697
Batch :  8 / 261 , BCE in this minibatch:  5.255906105041504
Batch :  9 / 261 , BCE in this minibatch:  4.387532711029053
Batch :  10 / 261 , BCE in this minibatch:  5.108466625213623
Batch :  11 / 261 , BCE in this minibatch:  4.768502235412598
Batch :  12 / 261 , BCE in this minibatch:  4.8528361320495605
Batch :  13 / 261 , BCE in this minibatch:  5.486331939697266
Batch :  14 / 261 , BCE in this minibatch:  5.408619403839111
Batch :  15 / 261 , BCE in this minibatch:  4.950573444366455
Batch :  16 / 261 , BCE in this minibatch:  5.174339294433594
Batch :  17 / 261 , BCE in this minibatch:  9.496431350708008
Batch :  18 / 261 , BCE in this minibatch:  5.162603378295898
Batch :  19 / 261 , BCE in this minibatch:  4.583591938018799
Batch :  20 / 261 , BCE in this minibatch:  4.545869827270508
Batch :  21 / 261 , BCE in this minibatch:  4.345034122467041
Batch :  22 / 261 , BCE in this minibatch:  4.371592998504639
Batch :  23 / 261 , BCE in this minibatch:  4.166919231414795
Batch :  24 / 261 , BCE in this minibatch:  5.447488784790039
Batch :  25 / 261 , BCE in this minibatch:  5.594506740570068
Batch :  26 / 261 , BCE in this minibatch:  5.210888385772705
Batch :  27 / 261 , BCE in this minibatch:  3.8346028327941895
Batch :  28 / 261 , BCE in this minibatch:  5.207088947296143
Batch :  29 / 261 , BCE in this minibatch:  4.428193092346191
Batch :  30 / 261 , BCE in this minibatch:  5.636755466461182
Batch :  31 / 261 , BCE in this minibatch:  4.373283386230469
Batch :  32 / 261 , BCE in this minibatch:  4.600505828857422
Batch :  33 / 261 , BCE in this minibatch:  4.4370808601379395
Batch :  34 / 261 , BCE in this minibatch:  3.719512701034546
Batch :  35 / 261 , BCE in this minibatch:  6.89015531539917
Batch :  36 / 261 , BCE in this minibatch:  4.136491298675537
Batch :  37 / 261 , BCE in this minibatch:  4.1631317138671875
Batch :  38 / 261 , BCE in this minibatch:  4.008017063140869
Batch :  39 / 261 , BCE in this minibatch:  4.3336615562438965
Batch :  40 / 261 , BCE in this minibatch:  5.476309776306152
Batch :  41 / 261 , BCE in this minibatch:  4.904727935791016
Batch :  42 / 261 , BCE in this minibatch:  6.537309169769287
Batch :  43 / 261 , BCE in this minibatch:  4.2537150382995605
Batch :  44 / 261 , BCE in this minibatch:  5.810977935791016
Batch :  45 / 261 , BCE in this minibatch:  4.163763523101807
Batch :  46 / 261 , BCE in this minibatch:  5.29181432723999
Batch :  47 / 261 , BCE in this minibatch:  8.671269416809082
Batch :  48 / 261 , BCE in this minibatch:  5.1178789138793945
Batch :  49 / 261 , BCE in this minibatch:  4.918848991394043
Batch :  50 / 261 , BCE in this minibatch:  9.289607048034668
Batch :  51 / 261 , BCE in this minibatch:  5.292778491973877
Batch :  52 / 261 , BCE in this minibatch:  5.2493414878845215
Batch :  53 / 261 , BCE in this minibatch:  4.793097019195557
Batch :  54 / 261 , BCE in this minibatch:  7.127490043640137
Batch :  55 / 261 , BCE in this minibatch:  6.1439900398254395
Batch :  56 / 261 , BCE in this minibatch:  6.305431365966797
Batch :  57 / 261 , BCE in this minibatch:  4.8001909255981445
Batch :  58 / 261 , BCE in this minibatch:  8.944002151489258
Batch :  59 / 261 , BCE in this minibatch:  5.1363701820373535
Batch :  60 / 261 , BCE in this minibatch:  5.69169807434082
Batch :  61 / 261 , BCE in this minibatch:  4.969145774841309
Batch :  62 / 261 , BCE in this minibatch:  4.4222917556762695
Batch :  63 / 261 , BCE in this minibatch:  4.366683006286621
Batch :  64 / 261 , BCE in this minibatch:  3.9098145961761475
Batch :  65 / 261 , BCE in this minibatch:  5.694185733795166
Batch :  66 / 261 , BCE in this minibatch:  5.674946308135986
Batch :  67 / 261 , BCE in this minibatch:  7.78693962097168
Batch :  68 / 261 , BCE in this minibatch:  4.8825483322143555
Batch :  69 / 261 , BCE in this minibatch:  6.77173376083374
Batch :  70 / 261 , BCE in this minibatch:  16.252939224243164
Batch :  71 / 261 , BCE in this minibatch:  5.49775505065918
Batch :  72 / 261 , BCE in this minibatch:  5.329243183135986
Batch :  73 / 261 , BCE in this minibatch:  14.4713716506958
Batch :  74 / 261 , BCE in this minibatch:  14.986443519592285
Batch :  75 / 261 , BCE in this minibatch:  5.67189359664917
Batch :  76 / 261 , BCE in this minibatch:  5.4227681159973145
Batch :  77 / 261 , BCE in this minibatch:  6.4260478019714355
Batch :  78 / 261 , BCE in this minibatch:  7.036976337432861
Batch :  79 / 261 , BCE in this minibatch:  4.778059959411621
Batch :  80 / 261 , BCE in this minibatch:  8.197128295898438
Batch :  81 / 261 , BCE in this minibatch:  6.502983093261719
Batch :  82 / 261 , BCE in this minibatch:  4.990693092346191
Batch :  83 / 261 , BCE in this minibatch:  9.960691452026367
Batch :  84 / 261 , BCE in this minibatch:  5.672086238861084
Batch :  85 / 261 , BCE in this minibatch:  6.360969066619873
Batch :  86 / 261 , BCE in this minibatch:  7.825456142425537
Batch :  87 / 261 , BCE in this minibatch:  5.399555683135986
Batch :  88 / 261 , BCE in this minibatch:  6.517206192016602
Batch :  89 / 261 , BCE in this minibatch:  5.105647563934326
Batch :  90 / 261 , BCE in this minibatch:  5.5613298416137695
Batch :  91 / 261 , BCE in this minibatch:  4.3740034103393555
Batch :  92 / 261 , BCE in this minibatch:  5.880736827850342
Batch :  93 / 261 , BCE in this minibatch:  8.724261283874512
Batch :  94 / 261 , BCE in this minibatch:  12.686363220214844
Batch :  95 / 261 , BCE in this minibatch:  9.258062362670898
Batch :  96 / 261 , BCE in this minibatch:  8.056396484375
Batch :  97 / 261 , BCE in this minibatch:  10.253252029418945
Batch :  98 / 261 , BCE in this minibatch:  5.813946723937988
Batch :  99 / 261 , BCE in this minibatch:  7.512073993682861
Batch :  100 / 261 , BCE in this minibatch:  12.5891695022583
Batch :  101 / 261 , BCE in this minibatch:  5.315756797790527
Batch :  102 / 261 , BCE in this minibatch:  5.009986877441406
Batch :  103 / 261 , BCE in this minibatch:  6.826655864715576
Batch :  104 / 261 , BCE in this minibatch:  5.184027671813965
Batch :  105 / 261 , BCE in this minibatch:  9.402859687805176
Batch :  106 / 261 , BCE in this minibatch:  5.918278217315674
Batch :  107 / 261 , BCE in this minibatch:  6.1281023025512695
Batch :  108 / 261 , BCE in this minibatch:  4.354570388793945
Batch :  109 / 261 , BCE in this minibatch:  6.471558570861816
Batch :  110 / 261 , BCE in this minibatch:  10.122138977050781
Batch :  111 / 261 , BCE in this minibatch:  5.86061954498291
Batch :  112 / 261 , BCE in this minibatch:  7.814031600952148
Batch :  113 / 261 , BCE in this minibatch:  8.241971015930176
Batch :  114 / 261 , BCE in this minibatch:  7.670742988586426
Batch :  115 / 261 , BCE in this minibatch:  7.807522296905518
Batch :  116 / 261 , BCE in this minibatch:  6.202794551849365
Batch :  117 / 261 , BCE in this minibatch:  8.528285026550293
Batch :  118 / 261 , BCE in this minibatch:  8.117115020751953
Batch :  119 / 261 , BCE in this minibatch:  7.523367881774902
Batch :  120 / 261 , BCE in this minibatch:  7.921710968017578
Batch :  121 / 261 , BCE in this minibatch:  5.629203796386719
Batch :  122 / 261 , BCE in this minibatch:  7.669632911682129
Batch :  123 / 261 , BCE in this minibatch:  7.618807792663574
Batch :  124 / 261 , BCE in this minibatch:  4.4746317863464355
Batch :  125 / 261 , BCE in this minibatch:  17.165855407714844
Batch :  126 / 261 , BCE in this minibatch:  6.345123767852783
Batch :  127 / 261 , BCE in this minibatch:  4.537245750427246
Batch :  128 / 261 , BCE in this minibatch:  7.364274501800537
Batch :  129 / 261 , BCE in this minibatch:  4.416913986206055
Batch :  130 / 261 , BCE in this minibatch:  15.476572036743164
Batch :  131 / 261 , BCE in this minibatch:  8.172972679138184
Batch :  132 / 261 , BCE in this minibatch:  7.771751880645752
Batch :  133 / 261 , BCE in this minibatch:  16.43801498413086
Batch :  134 / 261 , BCE in this minibatch:  8.478766441345215
Batch :  135 / 261 , BCE in this minibatch:  6.748695373535156
Batch :  136 / 261 , BCE in this minibatch:  5.19576358795166
Batch :  137 / 261 , BCE in this minibatch:  10.466218948364258
Batch :  138 / 261 , BCE in this minibatch:  8.86706829071045
Batch :  139 / 261 , BCE in this minibatch:  5.815802574157715
Batch :  140 / 261 , BCE in this minibatch:  4.6148858070373535
Batch :  141 / 261 , BCE in this minibatch:  6.849611282348633
Batch :  142 / 261 , BCE in this minibatch:  7.973060131072998
Batch :  143 / 261 , BCE in this minibatch:  12.939967155456543
Batch :  144 / 261 , BCE in this minibatch:  8.522418975830078
Batch :  145 / 261 , BCE in this minibatch:  4.756444454193115
Batch :  146 / 261 , BCE in this minibatch:  7.674549579620361
Batch :  147 / 261 , BCE in this minibatch:  5.602560520172119
Batch :  148 / 261 , BCE in this minibatch:  6.152821063995361
Batch :  149 / 261 , BCE in this minibatch:  5.281411647796631
Batch :  150 / 261 , BCE in this minibatch:  5.252566337585449
Batch :  151 / 261 , BCE in this minibatch:  4.6452107429504395
Batch :  152 / 261 , BCE in this minibatch:  7.5374016761779785
Batch :  153 / 261 , BCE in this minibatch:  5.911469459533691
Batch :  154 / 261 , BCE in this minibatch:  4.0348992347717285
Batch :  155 / 261 , BCE in this minibatch:  3.707415819168091
Batch :  156 / 261 , BCE in this minibatch:  8.052720069885254
Batch :  157 / 261 , BCE in this minibatch:  6.246253967285156
Batch :  158 / 261 , BCE in this minibatch:  13.699979782104492
Batch :  159 / 261 , BCE in this minibatch:  6.552953243255615
Batch :  160 / 261 , BCE in this minibatch:  6.375479698181152
Batch :  161 / 261 , BCE in this minibatch:  9.219091415405273
Batch :  162 / 261 , BCE in this minibatch:  6.330090045928955
Batch :  163 / 261 , BCE in this minibatch:  6.828330039978027
Batch :  164 / 261 , BCE in this minibatch:  13.065218925476074
Batch :  165 / 261 , BCE in this minibatch:  6.693297863006592
Batch :  166 / 261 , BCE in this minibatch:  15.902030944824219
Batch :  167 / 261 , BCE in this minibatch:  10.130572319030762
Batch :  168 / 261 , BCE in this minibatch:  10.81619930267334
Batch :  169 / 261 , BCE in this minibatch:  12.701582908630371
Batch :  170 / 261 , BCE in this minibatch:  13.796963691711426
Batch :  171 / 261 , BCE in this minibatch:  34.00231170654297
Batch :  172 / 261 , BCE in this minibatch:  35.09346008300781
Batch :  173 / 261 , BCE in this minibatch:  12.589937210083008
Batch :  174 / 261 , BCE in this minibatch:  7.551258087158203
Batch :  175 / 261 , BCE in this minibatch:  6.096464157104492
Batch :  176 / 261 , BCE in this minibatch:  7.204092025756836
Batch :  177 / 261 , BCE in this minibatch:  7.05947732925415
Batch :  178 / 261 , BCE in this minibatch:  8.290474891662598
Batch :  179 / 261 , BCE in this minibatch:  7.658679962158203
Batch :  180 / 261 , BCE in this minibatch:  7.762989521026611
Batch :  181 / 261 , BCE in this minibatch:  7.578614711761475
Batch :  182 / 261 , BCE in this minibatch:  6.098855495452881
Batch :  183 / 261 , BCE in this minibatch:  7.378893852233887
Batch :  184 / 261 , BCE in this minibatch:  12.081096649169922
Batch :  185 / 261 , BCE in this minibatch:  6.324177265167236
Batch :  186 / 261 , BCE in this minibatch:  12.979016304016113
Batch :  187 / 261 , BCE in this minibatch:  5.966869831085205
Batch :  188 / 261 , BCE in this minibatch:  6.905456066131592
Batch :  189 / 261 , BCE in this minibatch:  5.699299335479736
Batch :  190 / 261 , BCE in this minibatch:  8.452740669250488
Batch :  191 / 261 , BCE in this minibatch:  11.635729789733887
Batch :  192 / 261 , BCE in this minibatch:  7.938421249389648
Batch :  193 / 261 , BCE in this minibatch:  8.45083999633789
Batch :  194 / 261 , BCE in this minibatch:  8.224747657775879
Batch :  195 / 261 , BCE in this minibatch:  5.170958995819092
Batch :  196 / 261 , BCE in this minibatch:  6.27101993560791
Batch :  197 / 261 , BCE in this minibatch:  6.197958946228027
Batch :  198 / 261 , BCE in this minibatch:  9.553524017333984
Batch :  199 / 261 , BCE in this minibatch:  7.066769123077393
Batch :  200 / 261 , BCE in this minibatch:  12.070199966430664
Batch :  201 / 261 , BCE in this minibatch:  9.659597396850586
Batch :  202 / 261 , BCE in this minibatch:  11.061711311340332
Batch :  203 / 261 , BCE in this minibatch:  8.528355598449707
Batch :  204 / 261 , BCE in this minibatch:  7.327348709106445
Batch :  205 / 261 , BCE in this minibatch:  7.094255447387695
Batch :  206 / 261 , BCE in this minibatch:  7.819640636444092
Batch :  207 / 261 , BCE in this minibatch:  7.532330513000488
Batch :  208 / 261 , BCE in this minibatch:  6.215404510498047
Batch :  209 / 261 , BCE in this minibatch:  7.910820007324219
Batch :  210 / 261 , BCE in this minibatch:  19.378721237182617
Batch :  211 / 261 , BCE in this minibatch:  23.349756240844727
Batch :  212 / 261 , BCE in this minibatch:  11.519888877868652
Batch :  213 / 261 , BCE in this minibatch:  18.240610122680664
Batch :  214 / 261 , BCE in this minibatch:  12.969159126281738
Batch :  215 / 261 , BCE in this minibatch:  5.1089606285095215
Batch :  216 / 261 , BCE in this minibatch:  4.724862575531006
Batch :  217 / 261 , BCE in this minibatch:  4.614766597747803
Batch :  218 / 261 , BCE in this minibatch:  6.794283390045166
Batch :  219 / 261 , BCE in this minibatch:  7.272054672241211
Batch :  220 / 261 , BCE in this minibatch:  15.60603141784668
Batch :  221 / 261 , BCE in this minibatch:  9.083975791931152
Batch :  222 / 261 , BCE in this minibatch:  8.709443092346191
Batch :  223 / 261 , BCE in this minibatch:  5.765712261199951
Batch :  224 / 261 , BCE in this minibatch:  16.101856231689453
Batch :  225 / 261 , BCE in this minibatch:  27.26015853881836
Batch :  226 / 261 , BCE in this minibatch:  10.694948196411133
Batch :  227 / 261 , BCE in this minibatch:  6.418379783630371
Batch :  228 / 261 , BCE in this minibatch:  9.120264053344727
Batch :  229 / 261 , BCE in this minibatch:  8.32956314086914
Batch :  230 / 261 , BCE in this minibatch:  8.032718658447266
Batch :  231 / 261 , BCE in this minibatch:  9.250404357910156
Batch :  232 / 261 , BCE in this minibatch:  8.221614837646484
Batch :  233 / 261 , BCE in this minibatch:  8.821203231811523
Batch :  234 / 261 , BCE in this minibatch:  6.747145652770996
Batch :  235 / 261 , BCE in this minibatch:  8.877201080322266
Batch :  236 / 261 , BCE in this minibatch:  7.283520698547363
Batch :  237 / 261 , BCE in this minibatch:  6.249626159667969
Batch :  238 / 261 , BCE in this minibatch:  7.741243839263916
Batch :  239 / 261 , BCE in this minibatch:  6.3591694831848145
Batch :  240 / 261 , BCE in this minibatch:  7.8683762550354
Batch :  241 / 261 , BCE in this minibatch:  6.172787189483643
Batch :  242 / 261 , BCE in this minibatch:  5.546867370605469
Batch :  243 / 261 , BCE in this minibatch:  4.711852073669434
Batch :  244 / 261 , BCE in this minibatch:  5.955253601074219
Batch :  245 / 261 , BCE in this minibatch:  8.669927597045898
Batch :  246 / 261 , BCE in this minibatch:  7.299618244171143
Batch :  247 / 261 , BCE in this minibatch:  8.776328086853027
Batch :  248 / 261 , BCE in this minibatch:  6.000766277313232
Batch :  249 / 261 , BCE in this minibatch:  9.298272132873535
Batch :  250 / 261 , BCE in this minibatch:  7.443933486938477
Batch :  251 / 261 , BCE in this minibatch:  5.315201759338379
Batch :  252 / 261 , BCE in this minibatch:  11.607357025146484
Batch :  253 / 261 , BCE in this minibatch:  12.852204322814941
Batch :  254 / 261 , BCE in this minibatch:  13.544504165649414
Batch :  255 / 261 , BCE in this minibatch:  7.0862579345703125
Batch :  256 / 261 , BCE in this minibatch:  10.22408390045166
Batch :  257 / 261 , BCE in this minibatch:  10.741837501525879
Batch :  258 / 261 , BCE in this minibatch:  8.31832504272461
Batch :  259 / 261 , BCE in this minibatch:  6.552173614501953
Batch :  260 / 261 , BCE in this minibatch:  5.071931838989258
Batch :  261 / 261 , BCE in this minibatch:  4.560581207275391
epoch: 28  train_loss: 7.689436770947044
Batch :  1 / 261 , BCE in this minibatch:  4.036003589630127
Batch :  2 / 261 , BCE in this minibatch:  4.993580341339111
Batch :  3 / 261 , BCE in this minibatch:  4.971118450164795
Batch :  4 / 261 , BCE in this minibatch:  4.953811168670654
Batch :  5 / 261 , BCE in this minibatch:  5.641092777252197
Batch :  6 / 261 , BCE in this minibatch:  5.322161674499512
Batch :  7 / 261 , BCE in this minibatch:  5.716529369354248
Batch :  8 / 261 , BCE in this minibatch:  5.234902381896973
Batch :  9 / 261 , BCE in this minibatch:  4.38671875
Batch :  10 / 261 , BCE in this minibatch:  5.10578727722168
Batch :  11 / 261 , BCE in this minibatch:  4.750702857971191
Batch :  12 / 261 , BCE in this minibatch:  4.873612403869629
Batch :  13 / 261 , BCE in this minibatch:  5.489986419677734
Batch :  14 / 261 , BCE in this minibatch:  5.374087810516357
Batch :  15 / 261 , BCE in this minibatch:  4.958073616027832
Batch :  16 / 261 , BCE in this minibatch:  5.154473304748535
Batch :  17 / 261 , BCE in this minibatch:  9.455785751342773
Batch :  18 / 261 , BCE in this minibatch:  5.164069175720215
Batch :  19 / 261 , BCE in this minibatch:  4.559732437133789
Batch :  20 / 261 , BCE in this minibatch:  4.53025484085083
Batch :  21 / 261 , BCE in this minibatch:  4.329669952392578
Batch :  22 / 261 , BCE in this minibatch:  4.38516902923584
Batch :  23 / 261 , BCE in this minibatch:  4.183632850646973
Batch :  24 / 261 , BCE in this minibatch:  5.44313907623291
Batch :  25 / 261 , BCE in this minibatch:  5.554895401000977
Batch :  26 / 261 , BCE in this minibatch:  5.189977169036865
Batch :  27 / 261 , BCE in this minibatch:  3.8049123287200928
Batch :  28 / 261 , BCE in this minibatch:  5.214400768280029
Batch :  29 / 261 , BCE in this minibatch:  4.417099952697754
Batch :  30 / 261 , BCE in this minibatch:  5.632039546966553
Batch :  31 / 261 , BCE in this minibatch:  4.376084804534912
Batch :  32 / 261 , BCE in this minibatch:  4.612892150878906
Batch :  33 / 261 , BCE in this minibatch:  4.440779685974121
Batch :  34 / 261 , BCE in this minibatch:  3.7036616802215576
Batch :  35 / 261 , BCE in this minibatch:  6.855902194976807
Batch :  36 / 261 , BCE in this minibatch:  4.1765875816345215
Batch :  37 / 261 , BCE in this minibatch:  4.146345615386963
Batch :  38 / 261 , BCE in this minibatch:  4.03216028213501
Batch :  39 / 261 , BCE in this minibatch:  4.323888778686523
Batch :  40 / 261 , BCE in this minibatch:  5.494261264801025
Batch :  41 / 261 , BCE in this minibatch:  4.846609592437744
Batch :  42 / 261 , BCE in this minibatch:  6.518735408782959
Batch :  43 / 261 , BCE in this minibatch:  4.250971794128418
Batch :  44 / 261 , BCE in this minibatch:  5.8008294105529785
Batch :  45 / 261 , BCE in this minibatch:  4.1432929039001465
Batch :  46 / 261 , BCE in this minibatch:  5.27593469619751
Batch :  47 / 261 , BCE in this minibatch:  8.650666236877441
Batch :  48 / 261 , BCE in this minibatch:  5.10093355178833
Batch :  49 / 261 , BCE in this minibatch:  4.903004169464111
Batch :  50 / 261 , BCE in this minibatch:  9.24812126159668
Batch :  51 / 261 , BCE in this minibatch:  5.2769880294799805
Batch :  52 / 261 , BCE in this minibatch:  5.24244499206543
Batch :  53 / 261 , BCE in this minibatch:  4.84716796875
Batch :  54 / 261 , BCE in this minibatch:  7.077828407287598
Batch :  55 / 261 , BCE in this minibatch:  6.16033411026001
Batch :  56 / 261 , BCE in this minibatch:  6.269337177276611
Batch :  57 / 261 , BCE in this minibatch:  4.761251449584961
Batch :  58 / 261 , BCE in this minibatch:  8.940351486206055
Batch :  59 / 261 , BCE in this minibatch:  5.131671905517578
Batch :  60 / 261 , BCE in this minibatch:  5.698106288909912
Batch :  61 / 261 , BCE in this minibatch:  4.9618401527404785
Batch :  62 / 261 , BCE in this minibatch:  4.434742450714111
Batch :  63 / 261 , BCE in this minibatch:  4.353070259094238
Batch :  64 / 261 , BCE in this minibatch:  3.8758339881896973
Batch :  65 / 261 , BCE in this minibatch:  5.692862033843994
Batch :  66 / 261 , BCE in this minibatch:  5.639387607574463
Batch :  67 / 261 , BCE in this minibatch:  7.769273281097412
Batch :  68 / 261 , BCE in this minibatch:  4.822654724121094
Batch :  69 / 261 , BCE in this minibatch:  6.695937633514404
Batch :  70 / 261 , BCE in this minibatch:  16.208345413208008
Batch :  71 / 261 , BCE in this minibatch:  5.50723934173584
Batch :  72 / 261 , BCE in this minibatch:  5.281613826751709
Batch :  73 / 261 , BCE in this minibatch:  14.465182304382324
Batch :  74 / 261 , BCE in this minibatch:  14.894023895263672
Batch :  75 / 261 , BCE in this minibatch:  5.643978118896484
Batch :  76 / 261 , BCE in this minibatch:  5.364047050476074
Batch :  77 / 261 , BCE in this minibatch:  6.37814474105835
Batch :  78 / 261 , BCE in this minibatch:  7.031264781951904
Batch :  79 / 261 , BCE in this minibatch:  4.803640842437744
Batch :  80 / 261 , BCE in this minibatch:  8.125659942626953
Batch :  81 / 261 , BCE in this minibatch:  6.522738456726074
Batch :  82 / 261 , BCE in this minibatch:  4.997622966766357
Batch :  83 / 261 , BCE in this minibatch:  9.921228408813477
Batch :  84 / 261 , BCE in this minibatch:  5.65609884262085
Batch :  85 / 261 , BCE in this minibatch:  6.344494342803955
Batch :  86 / 261 , BCE in this minibatch:  7.803635120391846
Batch :  87 / 261 , BCE in this minibatch:  5.409173011779785
Batch :  88 / 261 , BCE in this minibatch:  6.457133769989014
Batch :  89 / 261 , BCE in this minibatch:  5.079713821411133
Batch :  90 / 261 , BCE in this minibatch:  5.52124547958374
Batch :  91 / 261 , BCE in this minibatch:  4.351680755615234
Batch :  92 / 261 , BCE in this minibatch:  5.932415008544922
Batch :  93 / 261 , BCE in this minibatch:  8.711421012878418
Batch :  94 / 261 , BCE in this minibatch:  12.668168067932129
Batch :  95 / 261 , BCE in this minibatch:  9.22647762298584
Batch :  96 / 261 , BCE in this minibatch:  8.080953598022461
Batch :  97 / 261 , BCE in this minibatch:  10.272578239440918
Batch :  98 / 261 , BCE in this minibatch:  5.808116436004639
Batch :  99 / 261 , BCE in this minibatch:  7.529547691345215
Batch :  100 / 261 , BCE in this minibatch:  12.523128509521484
Batch :  101 / 261 , BCE in this minibatch:  5.286617279052734
Batch :  102 / 261 , BCE in this minibatch:  4.996790885925293
Batch :  103 / 261 , BCE in this minibatch:  6.826916694641113
Batch :  104 / 261 , BCE in this minibatch:  5.169297218322754
Batch :  105 / 261 , BCE in this minibatch:  9.416691780090332
Batch :  106 / 261 , BCE in this minibatch:  5.9241251945495605
Batch :  107 / 261 , BCE in this minibatch:  6.0914530754089355
Batch :  108 / 261 , BCE in this minibatch:  4.328088283538818
Batch :  109 / 261 , BCE in this minibatch:  6.493696689605713
Batch :  110 / 261 , BCE in this minibatch:  10.12209415435791
Batch :  111 / 261 , BCE in this minibatch:  5.81533145904541
Batch :  112 / 261 , BCE in this minibatch:  7.771186828613281
Batch :  113 / 261 , BCE in this minibatch:  8.231277465820312
Batch :  114 / 261 , BCE in this minibatch:  7.675734996795654
Batch :  115 / 261 , BCE in this minibatch:  7.846503257751465
Batch :  116 / 261 , BCE in this minibatch:  6.197444438934326
Batch :  117 / 261 , BCE in this minibatch:  8.502728462219238
Batch :  118 / 261 , BCE in this minibatch:  8.125088691711426
Batch :  119 / 261 , BCE in this minibatch:  7.500093936920166
Batch :  120 / 261 , BCE in this minibatch:  7.916250705718994
Batch :  121 / 261 , BCE in this minibatch:  5.586155891418457
Batch :  122 / 261 , BCE in this minibatch:  7.5652570724487305
Batch :  123 / 261 , BCE in this minibatch:  7.529076099395752
Batch :  124 / 261 , BCE in this minibatch:  4.465635776519775
Batch :  125 / 261 , BCE in this minibatch:  17.06560707092285
Batch :  126 / 261 , BCE in this minibatch:  6.353756904602051
Batch :  127 / 261 , BCE in this minibatch:  4.525954246520996
Batch :  128 / 261 , BCE in this minibatch:  7.333535194396973
Batch :  129 / 261 , BCE in this minibatch:  4.407242774963379
Batch :  130 / 261 , BCE in this minibatch:  15.39704418182373
Batch :  131 / 261 , BCE in this minibatch:  8.083723068237305
Batch :  132 / 261 , BCE in this minibatch:  7.739088535308838
Batch :  133 / 261 , BCE in this minibatch:  16.382434844970703
Batch :  134 / 261 , BCE in this minibatch:  8.452606201171875
Batch :  135 / 261 , BCE in this minibatch:  6.719566345214844
Batch :  136 / 261 , BCE in this minibatch:  5.16962194442749
Batch :  137 / 261 , BCE in this minibatch:  10.469109535217285
Batch :  138 / 261 , BCE in this minibatch:  8.837061882019043
Batch :  139 / 261 , BCE in this minibatch:  5.7986650466918945
Batch :  140 / 261 , BCE in this minibatch:  4.63023042678833
Batch :  141 / 261 , BCE in this minibatch:  6.8325700759887695
Batch :  142 / 261 , BCE in this minibatch:  7.945591926574707
Batch :  143 / 261 , BCE in this minibatch:  12.913861274719238
Batch :  144 / 261 , BCE in this minibatch:  8.520145416259766
Batch :  145 / 261 , BCE in this minibatch:  4.692489147186279
Batch :  146 / 261 , BCE in this minibatch:  7.673903465270996
Batch :  147 / 261 , BCE in this minibatch:  5.578799724578857
Batch :  148 / 261 , BCE in this minibatch:  6.107690334320068
Batch :  149 / 261 , BCE in this minibatch:  5.257464408874512
Batch :  150 / 261 , BCE in this minibatch:  5.281765460968018
Batch :  151 / 261 , BCE in this minibatch:  4.62624979019165
Batch :  152 / 261 , BCE in this minibatch:  7.51211404800415
Batch :  153 / 261 , BCE in this minibatch:  5.931593418121338
Batch :  154 / 261 , BCE in this minibatch:  4.010951519012451
Batch :  155 / 261 , BCE in this minibatch:  3.6634206771850586
Batch :  156 / 261 , BCE in this minibatch:  8.051817893981934
Batch :  157 / 261 , BCE in this minibatch:  6.2186079025268555
Batch :  158 / 261 , BCE in this minibatch:  13.681662559509277
Batch :  159 / 261 , BCE in this minibatch:  6.577644348144531
Batch :  160 / 261 , BCE in this minibatch:  6.39373254776001
Batch :  161 / 261 , BCE in this minibatch:  9.15767765045166
Batch :  162 / 261 , BCE in this minibatch:  6.318876266479492
Batch :  163 / 261 , BCE in this minibatch:  6.782240867614746
Batch :  164 / 261 , BCE in this minibatch:  13.016510963439941
Batch :  165 / 261 , BCE in this minibatch:  6.63704252243042
Batch :  166 / 261 , BCE in this minibatch:  15.814990997314453
Batch :  167 / 261 , BCE in this minibatch:  10.138992309570312
Batch :  168 / 261 , BCE in this minibatch:  10.816025733947754
Batch :  169 / 261 , BCE in this minibatch:  12.683154106140137
Batch :  170 / 261 , BCE in this minibatch:  13.716513633728027
Batch :  171 / 261 , BCE in this minibatch:  33.877986907958984
Batch :  172 / 261 , BCE in this minibatch:  35.00045394897461
Batch :  173 / 261 , BCE in this minibatch:  12.559691429138184
Batch :  174 / 261 , BCE in this minibatch:  7.512113094329834
Batch :  175 / 261 , BCE in this minibatch:  6.113541126251221
Batch :  176 / 261 , BCE in this minibatch:  7.204076290130615
Batch :  177 / 261 , BCE in this minibatch:  7.024142742156982
Batch :  178 / 261 , BCE in this minibatch:  8.29971694946289
Batch :  179 / 261 , BCE in this minibatch:  7.649036884307861
Batch :  180 / 261 , BCE in this minibatch:  7.754106044769287
Batch :  181 / 261 , BCE in this minibatch:  7.590506553649902
Batch :  182 / 261 , BCE in this minibatch:  6.0583319664001465
Batch :  183 / 261 , BCE in this minibatch:  7.376367092132568
Batch :  184 / 261 , BCE in this minibatch:  12.046401977539062
Batch :  185 / 261 , BCE in this minibatch:  6.336583137512207
Batch :  186 / 261 , BCE in this minibatch:  12.901705741882324
Batch :  187 / 261 , BCE in this minibatch:  5.880208969116211
Batch :  188 / 261 , BCE in this minibatch:  6.852343559265137
Batch :  189 / 261 , BCE in this minibatch:  5.664400577545166
Batch :  190 / 261 , BCE in this minibatch:  8.380447387695312
Batch :  191 / 261 , BCE in this minibatch:  11.600700378417969
Batch :  192 / 261 , BCE in this minibatch:  7.910060882568359
Batch :  193 / 261 , BCE in this minibatch:  8.395621299743652
Batch :  194 / 261 , BCE in this minibatch:  8.198683738708496
Batch :  195 / 261 , BCE in this minibatch:  5.160078048706055
Batch :  196 / 261 , BCE in this minibatch:  6.240437030792236
Batch :  197 / 261 , BCE in this minibatch:  6.151875019073486
Batch :  198 / 261 , BCE in this minibatch:  9.586384773254395
Batch :  199 / 261 , BCE in this minibatch:  7.030176639556885
Batch :  200 / 261 , BCE in this minibatch:  12.065010070800781
Batch :  201 / 261 , BCE in this minibatch:  9.642524719238281
Batch :  202 / 261 , BCE in this minibatch:  11.084001541137695
Batch :  203 / 261 , BCE in this minibatch:  8.466666221618652
Batch :  204 / 261 , BCE in this minibatch:  7.298381328582764
Batch :  205 / 261 , BCE in this minibatch:  7.132702827453613
Batch :  206 / 261 , BCE in this minibatch:  7.808248043060303
Batch :  207 / 261 , BCE in this minibatch:  7.553485870361328
Batch :  208 / 261 , BCE in this minibatch:  6.18562126159668
Batch :  209 / 261 , BCE in this minibatch:  7.868777751922607
Batch :  210 / 261 , BCE in this minibatch:  19.354127883911133
Batch :  211 / 261 , BCE in this minibatch:  23.314220428466797
Batch :  212 / 261 , BCE in this minibatch:  11.438471794128418
Batch :  213 / 261 , BCE in this minibatch:  18.179588317871094
Batch :  214 / 261 , BCE in this minibatch:  12.97433090209961
Batch :  215 / 261 , BCE in this minibatch:  5.044164657592773
Batch :  216 / 261 , BCE in this minibatch:  4.7220964431762695
Batch :  217 / 261 , BCE in this minibatch:  4.630923748016357
Batch :  218 / 261 , BCE in this minibatch:  6.795776844024658
Batch :  219 / 261 , BCE in this minibatch:  7.268155097961426
Batch :  220 / 261 , BCE in this minibatch:  15.488621711730957
Batch :  221 / 261 , BCE in this minibatch:  9.056318283081055
Batch :  222 / 261 , BCE in this minibatch:  8.69619369506836
Batch :  223 / 261 , BCE in this minibatch:  5.748352527618408
Batch :  224 / 261 , BCE in this minibatch:  16.009931564331055
Batch :  225 / 261 , BCE in this minibatch:  27.276466369628906
Batch :  226 / 261 , BCE in this minibatch:  10.712040901184082
Batch :  227 / 261 , BCE in this minibatch:  6.431748867034912
Batch :  228 / 261 , BCE in this minibatch:  9.087601661682129
Batch :  229 / 261 , BCE in this minibatch:  8.323572158813477
Batch :  230 / 261 , BCE in this minibatch:  7.99760627746582
Batch :  231 / 261 , BCE in this minibatch:  9.262639045715332
Batch :  232 / 261 , BCE in this minibatch:  8.195262908935547
Batch :  233 / 261 , BCE in this minibatch:  8.79422378540039
Batch :  234 / 261 , BCE in this minibatch:  6.703750133514404
Batch :  235 / 261 , BCE in this minibatch:  8.829360008239746
Batch :  236 / 261 , BCE in this minibatch:  7.292699813842773
Batch :  237 / 261 , BCE in this minibatch:  6.202385902404785
Batch :  238 / 261 , BCE in this minibatch:  7.701514720916748
Batch :  239 / 261 , BCE in this minibatch:  6.373392581939697
Batch :  240 / 261 , BCE in this minibatch:  7.854240417480469
Batch :  241 / 261 , BCE in this minibatch:  6.141294479370117
Batch :  242 / 261 , BCE in this minibatch:  5.51751184463501
Batch :  243 / 261 , BCE in this minibatch:  4.702657222747803
Batch :  244 / 261 , BCE in this minibatch:  5.9909186363220215
Batch :  245 / 261 , BCE in this minibatch:  8.668150901794434
Batch :  246 / 261 , BCE in this minibatch:  7.256507396697998
Batch :  247 / 261 , BCE in this minibatch:  8.751708030700684
Batch :  248 / 261 , BCE in this minibatch:  6.011636734008789
Batch :  249 / 261 , BCE in this minibatch:  9.310120582580566
Batch :  250 / 261 , BCE in this minibatch:  7.392153739929199
Batch :  251 / 261 , BCE in this minibatch:  5.301475524902344
Batch :  252 / 261 , BCE in this minibatch:  11.603865623474121
Batch :  253 / 261 , BCE in this minibatch:  12.79500961303711
Batch :  254 / 261 , BCE in this minibatch:  13.453108787536621
Batch :  255 / 261 , BCE in this minibatch:  7.061807155609131
Batch :  256 / 261 , BCE in this minibatch:  10.176726341247559
Batch :  257 / 261 , BCE in this minibatch:  10.707707405090332
Batch :  258 / 261 , BCE in this minibatch:  8.291801452636719
Batch :  259 / 261 , BCE in this minibatch:  6.54959774017334
Batch :  260 / 261 , BCE in this minibatch:  5.077214241027832
Batch :  261 / 261 , BCE in this minibatch:  4.544295787811279
epoch: 29  train_loss: 7.6694651837549905
Batch :  1 / 261 , BCE in this minibatch:  4.007281303405762
Batch :  2 / 261 , BCE in this minibatch:  4.99419641494751
Batch :  3 / 261 , BCE in this minibatch:  4.988513469696045
Batch :  4 / 261 , BCE in this minibatch:  4.936063289642334
Batch :  5 / 261 , BCE in this minibatch:  5.584376811981201
Batch :  6 / 261 , BCE in this minibatch:  5.321587562561035
Batch :  7 / 261 , BCE in this minibatch:  5.690184593200684
Batch :  8 / 261 , BCE in this minibatch:  5.239806652069092
Batch :  9 / 261 , BCE in this minibatch:  4.374968528747559
Batch :  10 / 261 , BCE in this minibatch:  5.082906246185303
Batch :  11 / 261 , BCE in this minibatch:  4.718424320220947
Batch :  12 / 261 , BCE in this minibatch:  4.864984512329102
Batch :  13 / 261 , BCE in this minibatch:  5.512185573577881
Batch :  14 / 261 , BCE in this minibatch:  5.392621994018555
Batch :  15 / 261 , BCE in this minibatch:  4.955700874328613
Batch :  16 / 261 , BCE in this minibatch:  5.142513275146484
Batch :  17 / 261 , BCE in this minibatch:  9.454896926879883
Batch :  18 / 261 , BCE in this minibatch:  5.1265764236450195
Batch :  19 / 261 , BCE in this minibatch:  4.555446147918701
Batch :  20 / 261 , BCE in this minibatch:  4.522280216217041
Batch :  21 / 261 , BCE in this minibatch:  4.349951267242432
Batch :  22 / 261 , BCE in this minibatch:  4.380187511444092
Batch :  23 / 261 , BCE in this minibatch:  4.161440849304199
Batch :  24 / 261 , BCE in this minibatch:  5.445244789123535
Batch :  25 / 261 , BCE in this minibatch:  5.553858280181885
Batch :  26 / 261 , BCE in this minibatch:  5.165625095367432
Batch :  27 / 261 , BCE in this minibatch:  3.7801880836486816
Batch :  28 / 261 , BCE in this minibatch:  5.162865161895752
Batch :  29 / 261 , BCE in this minibatch:  4.39250373840332
Batch :  30 / 261 , BCE in this minibatch:  5.616256237030029
Batch :  31 / 261 , BCE in this minibatch:  4.359921932220459
Batch :  32 / 261 , BCE in this minibatch:  4.601780891418457
Batch :  33 / 261 , BCE in this minibatch:  4.403645992279053
Batch :  34 / 261 , BCE in this minibatch:  3.6897153854370117
Batch :  35 / 261 , BCE in this minibatch:  6.830354690551758
Batch :  36 / 261 , BCE in this minibatch:  4.141340255737305
Batch :  37 / 261 , BCE in this minibatch:  4.141539573669434
Batch :  38 / 261 , BCE in this minibatch:  4.0023722648620605
Batch :  39 / 261 , BCE in this minibatch:  4.315676689147949
Batch :  40 / 261 , BCE in this minibatch:  5.457766532897949
Batch :  41 / 261 , BCE in this minibatch:  4.8584747314453125
Batch :  42 / 261 , BCE in this minibatch:  6.509009838104248
Batch :  43 / 261 , BCE in this minibatch:  4.250528335571289
Batch :  44 / 261 , BCE in this minibatch:  5.7766218185424805
Batch :  45 / 261 , BCE in this minibatch:  4.131529331207275
Batch :  46 / 261 , BCE in this minibatch:  5.25112247467041
Batch :  47 / 261 , BCE in this minibatch:  8.670859336853027
Batch :  48 / 261 , BCE in this minibatch:  5.034311294555664
Batch :  49 / 261 , BCE in this minibatch:  4.917252540588379
Batch :  50 / 261 , BCE in this minibatch:  9.2517728805542
Batch :  51 / 261 , BCE in this minibatch:  5.279935359954834
Batch :  52 / 261 , BCE in this minibatch:  5.223618984222412
Batch :  53 / 261 , BCE in this minibatch:  4.794060230255127
Batch :  54 / 261 , BCE in this minibatch:  7.0944061279296875
Batch :  55 / 261 , BCE in this minibatch:  6.147149085998535
Batch :  56 / 261 , BCE in this minibatch:  6.258288383483887
Batch :  57 / 261 , BCE in this minibatch:  4.7797160148620605
Batch :  58 / 261 , BCE in this minibatch:  8.971563339233398
Batch :  59 / 261 , BCE in this minibatch:  5.112107276916504
Batch :  60 / 261 , BCE in this minibatch:  5.670570373535156
Batch :  61 / 261 , BCE in this minibatch:  4.950383186340332
Batch :  62 / 261 , BCE in this minibatch:  4.394074440002441
Batch :  63 / 261 , BCE in this minibatch:  4.34533166885376
Batch :  64 / 261 , BCE in this minibatch:  3.854511022567749
Batch :  65 / 261 , BCE in this minibatch:  5.68582010269165
Batch :  66 / 261 , BCE in this minibatch:  5.613438129425049
Batch :  67 / 261 , BCE in this minibatch:  7.719959259033203
Batch :  68 / 261 , BCE in this minibatch:  4.8249287605285645
Batch :  69 / 261 , BCE in this minibatch:  6.735714435577393
Batch :  70 / 261 , BCE in this minibatch:  16.16297721862793
Batch :  71 / 261 , BCE in this minibatch:  5.486751079559326
Batch :  72 / 261 , BCE in this minibatch:  5.267867088317871
Batch :  73 / 261 , BCE in this minibatch:  14.43390941619873
Batch :  74 / 261 , BCE in this minibatch:  14.89006519317627
Batch :  75 / 261 , BCE in this minibatch:  5.663895606994629
Batch :  76 / 261 , BCE in this minibatch:  5.395209789276123
Batch :  77 / 261 , BCE in this minibatch:  6.421205997467041
Batch :  78 / 261 , BCE in this minibatch:  7.013731002807617
Batch :  79 / 261 , BCE in this minibatch:  4.758016109466553
Batch :  80 / 261 , BCE in this minibatch:  8.147589683532715
Batch :  81 / 261 , BCE in this minibatch:  6.497288227081299
Batch :  82 / 261 , BCE in this minibatch:  4.974738597869873
Batch :  83 / 261 , BCE in this minibatch:  9.931168556213379
Batch :  84 / 261 , BCE in this minibatch:  5.619316101074219
Batch :  85 / 261 , BCE in this minibatch:  6.299159049987793
Batch :  86 / 261 , BCE in this minibatch:  7.809617519378662
Batch :  87 / 261 , BCE in this minibatch:  5.37279748916626
Batch :  88 / 261 , BCE in this minibatch:  6.489631652832031
Batch :  89 / 261 , BCE in this minibatch:  5.057613372802734
Batch :  90 / 261 , BCE in this minibatch:  5.542041778564453
Batch :  91 / 261 , BCE in this minibatch:  4.357095718383789
Batch :  92 / 261 , BCE in this minibatch:  5.875155448913574
Batch :  93 / 261 , BCE in this minibatch:  8.687952995300293
Batch :  94 / 261 , BCE in this minibatch:  12.607426643371582
Batch :  95 / 261 , BCE in this minibatch:  9.158524513244629
Batch :  96 / 261 , BCE in this minibatch:  8.056355476379395
Batch :  97 / 261 , BCE in this minibatch:  10.219367027282715
Batch :  98 / 261 , BCE in this minibatch:  5.783847332000732
Batch :  99 / 261 , BCE in this minibatch:  7.4859418869018555
Batch :  100 / 261 , BCE in this minibatch:  12.47109603881836
Batch :  101 / 261 , BCE in this minibatch:  5.273458957672119
Batch :  102 / 261 , BCE in this minibatch:  4.968579292297363
Batch :  103 / 261 , BCE in this minibatch:  6.822832107543945
Batch :  104 / 261 , BCE in this minibatch:  5.2002668380737305
Batch :  105 / 261 , BCE in this minibatch:  9.42686939239502
Batch :  106 / 261 , BCE in this minibatch:  5.891449451446533
Batch :  107 / 261 , BCE in this minibatch:  6.119862079620361
Batch :  108 / 261 , BCE in this minibatch:  4.33486795425415
Batch :  109 / 261 , BCE in this minibatch:  6.443711280822754
Batch :  110 / 261 , BCE in this minibatch:  10.114945411682129
Batch :  111 / 261 , BCE in this minibatch:  5.807873725891113
Batch :  112 / 261 , BCE in this minibatch:  7.717129230499268
Batch :  113 / 261 , BCE in this minibatch:  8.229516983032227
Batch :  114 / 261 , BCE in this minibatch:  7.6032257080078125
Batch :  115 / 261 , BCE in this minibatch:  7.790083408355713
Batch :  116 / 261 , BCE in this minibatch:  6.191163539886475
Batch :  117 / 261 , BCE in this minibatch:  8.49312973022461
Batch :  118 / 261 , BCE in this minibatch:  8.102941513061523
Batch :  119 / 261 , BCE in this minibatch:  7.455790042877197
Batch :  120 / 261 , BCE in this minibatch:  7.887979030609131
Batch :  121 / 261 , BCE in this minibatch:  5.545923233032227
Batch :  122 / 261 , BCE in this minibatch:  7.5834784507751465
Batch :  123 / 261 , BCE in this minibatch:  7.5411200523376465
Batch :  124 / 261 , BCE in this minibatch:  4.446014881134033
Batch :  125 / 261 , BCE in this minibatch:  16.999526977539062
Batch :  126 / 261 , BCE in this minibatch:  6.308894157409668
Batch :  127 / 261 , BCE in this minibatch:  4.4920973777771
Batch :  128 / 261 , BCE in this minibatch:  7.301682472229004
Batch :  129 / 261 , BCE in this minibatch:  4.404714584350586
Batch :  130 / 261 , BCE in this minibatch:  15.414993286132812
Batch :  131 / 261 , BCE in this minibatch:  8.054017066955566
Batch :  132 / 261 , BCE in this minibatch:  7.7346062660217285
Batch :  133 / 261 , BCE in this minibatch:  16.3085994720459
Batch :  134 / 261 , BCE in this minibatch:  8.404759407043457
Batch :  135 / 261 , BCE in this minibatch:  6.752950191497803
Batch :  136 / 261 , BCE in this minibatch:  5.160818576812744
Batch :  137 / 261 , BCE in this minibatch:  10.415462493896484
Batch :  138 / 261 , BCE in this minibatch:  8.840758323669434
Batch :  139 / 261 , BCE in this minibatch:  5.832910537719727
Batch :  140 / 261 , BCE in this minibatch:  4.610893726348877
Batch :  141 / 261 , BCE in this minibatch:  6.801231861114502
Batch :  142 / 261 , BCE in this minibatch:  7.9231648445129395
Batch :  143 / 261 , BCE in this minibatch:  12.842480659484863
Batch :  144 / 261 , BCE in this minibatch:  8.535832405090332
Batch :  145 / 261 , BCE in this minibatch:  4.67166805267334
Batch :  146 / 261 , BCE in this minibatch:  7.645496368408203
Batch :  147 / 261 , BCE in this minibatch:  5.568284034729004
Batch :  148 / 261 , BCE in this minibatch:  6.124916076660156
Batch :  149 / 261 , BCE in this minibatch:  5.254794597625732
Batch :  150 / 261 , BCE in this minibatch:  5.2629714012146
Batch :  151 / 261 , BCE in this minibatch:  4.633815288543701
Batch :  152 / 261 , BCE in this minibatch:  7.466602802276611
Batch :  153 / 261 , BCE in this minibatch:  5.8749613761901855
Batch :  154 / 261 , BCE in this minibatch:  3.9622390270233154
Batch :  155 / 261 , BCE in this minibatch:  3.6728427410125732
Batch :  156 / 261 , BCE in this minibatch:  7.98213529586792
Batch :  157 / 261 , BCE in this minibatch:  6.185032367706299
Batch :  158 / 261 , BCE in this minibatch:  13.631462097167969
Batch :  159 / 261 , BCE in this minibatch:  6.52437686920166
Batch :  160 / 261 , BCE in this minibatch:  6.379118919372559
Batch :  161 / 261 , BCE in this minibatch:  9.147821426391602
Batch :  162 / 261 , BCE in this minibatch:  6.309864044189453
Batch :  163 / 261 , BCE in this minibatch:  6.762238502502441
Batch :  164 / 261 , BCE in this minibatch:  12.976961135864258
Batch :  165 / 261 , BCE in this minibatch:  6.633272647857666
Batch :  166 / 261 , BCE in this minibatch:  15.721853256225586
Batch :  167 / 261 , BCE in this minibatch:  10.078088760375977
Batch :  168 / 261 , BCE in this minibatch:  10.818973541259766
Batch :  169 / 261 , BCE in this minibatch:  12.623577117919922
Batch :  170 / 261 , BCE in this minibatch:  13.741345405578613
Batch :  171 / 261 , BCE in this minibatch:  33.81376266479492
Batch :  172 / 261 , BCE in this minibatch:  34.82510757446289
Batch :  173 / 261 , BCE in this minibatch:  12.512453079223633
Batch :  174 / 261 , BCE in this minibatch:  7.526087284088135
Batch :  175 / 261 , BCE in this minibatch:  6.158626079559326
Batch :  176 / 261 , BCE in this minibatch:  7.174522399902344
Batch :  177 / 261 , BCE in this minibatch:  7.105659008026123
Batch :  178 / 261 , BCE in this minibatch:  8.264320373535156
Batch :  179 / 261 , BCE in this minibatch:  7.656821250915527
Batch :  180 / 261 , BCE in this minibatch:  7.750141620635986
Batch :  181 / 261 , BCE in this minibatch:  7.587434768676758
Batch :  182 / 261 , BCE in this minibatch:  5.994180679321289
Batch :  183 / 261 , BCE in this minibatch:  7.339230537414551
Batch :  184 / 261 , BCE in this minibatch:  12.041123390197754
Batch :  185 / 261 , BCE in this minibatch:  6.264856815338135
Batch :  186 / 261 , BCE in this minibatch:  12.916830062866211
Batch :  187 / 261 , BCE in this minibatch:  5.887591361999512
Batch :  188 / 261 , BCE in this minibatch:  6.819677352905273
Batch :  189 / 261 , BCE in this minibatch:  5.631701469421387
Batch :  190 / 261 , BCE in this minibatch:  8.410843849182129
Batch :  191 / 261 , BCE in this minibatch:  11.591832160949707
Batch :  192 / 261 , BCE in this minibatch:  7.882077217102051
Batch :  193 / 261 , BCE in this minibatch:  8.361157417297363
Batch :  194 / 261 , BCE in this minibatch:  8.184861183166504
Batch :  195 / 261 , BCE in this minibatch:  5.15803337097168
Batch :  196 / 261 , BCE in this minibatch:  6.198290824890137
Batch :  197 / 261 , BCE in this minibatch:  6.104943752288818
Batch :  198 / 261 , BCE in this minibatch:  9.517705917358398
Batch :  199 / 261 , BCE in this minibatch:  7.011509418487549
Batch :  200 / 261 , BCE in this minibatch:  12.06940746307373
Batch :  201 / 261 , BCE in this minibatch:  9.63123607635498
Batch :  202 / 261 , BCE in this minibatch:  11.022848129272461
Batch :  203 / 261 , BCE in this minibatch:  8.465842247009277
Batch :  204 / 261 , BCE in this minibatch:  7.342740535736084
Batch :  205 / 261 , BCE in this minibatch:  7.078306198120117
Batch :  206 / 261 , BCE in this minibatch:  7.743191242218018
Batch :  207 / 261 , BCE in this minibatch:  7.544633388519287
Batch :  208 / 261 , BCE in this minibatch:  6.150977611541748
Batch :  209 / 261 , BCE in this minibatch:  7.896315097808838
Batch :  210 / 261 , BCE in this minibatch:  19.244369506835938
Batch :  211 / 261 , BCE in this minibatch:  23.135635375976562
Batch :  212 / 261 , BCE in this minibatch:  11.424299240112305
Batch :  213 / 261 , BCE in this minibatch:  18.15230941772461
Batch :  214 / 261 , BCE in this minibatch:  12.946181297302246
Batch :  215 / 261 , BCE in this minibatch:  5.029129505157471
Batch :  216 / 261 , BCE in this minibatch:  4.675611972808838
Batch :  217 / 261 , BCE in this minibatch:  4.602938652038574
Batch :  218 / 261 , BCE in this minibatch:  6.7618408203125
Batch :  219 / 261 , BCE in this minibatch:  7.2540602684021
Batch :  220 / 261 , BCE in this minibatch:  15.531560897827148
Batch :  221 / 261 , BCE in this minibatch:  9.072181701660156
Batch :  222 / 261 , BCE in this minibatch:  8.615582466125488
Batch :  223 / 261 , BCE in this minibatch:  5.745482921600342
Batch :  224 / 261 , BCE in this minibatch:  15.956982612609863
Batch :  225 / 261 , BCE in this minibatch:  27.322805404663086
Batch :  226 / 261 , BCE in this minibatch:  10.6073637008667
Batch :  227 / 261 , BCE in this minibatch:  6.3750739097595215
Batch :  228 / 261 , BCE in this minibatch:  9.023819923400879
Batch :  229 / 261 , BCE in this minibatch:  8.274599075317383
Batch :  230 / 261 , BCE in this minibatch:  8.009431838989258
Batch :  231 / 261 , BCE in this minibatch:  9.265993118286133
Batch :  232 / 261 , BCE in this minibatch:  8.219034194946289
Batch :  233 / 261 , BCE in this minibatch:  8.780674934387207
Batch :  234 / 261 , BCE in this minibatch:  6.741128921508789
Batch :  235 / 261 , BCE in this minibatch:  8.875799179077148
Batch :  236 / 261 , BCE in this minibatch:  7.282800197601318
Batch :  237 / 261 , BCE in this minibatch:  6.193745136260986
Batch :  238 / 261 , BCE in this minibatch:  7.699348449707031
Batch :  239 / 261 , BCE in this minibatch:  6.337392807006836
Batch :  240 / 261 , BCE in this minibatch:  7.82818078994751
Batch :  241 / 261 , BCE in this minibatch:  6.118279933929443
Batch :  242 / 261 , BCE in this minibatch:  5.483461856842041
Batch :  243 / 261 , BCE in this minibatch:  4.687413692474365
Batch :  244 / 261 , BCE in this minibatch:  5.928274631500244
Batch :  245 / 261 , BCE in this minibatch:  8.631731986999512
Batch :  246 / 261 , BCE in this minibatch:  7.2288994789123535
Batch :  247 / 261 , BCE in this minibatch:  8.730948448181152
Batch :  248 / 261 , BCE in this minibatch:  6.014917850494385
Batch :  249 / 261 , BCE in this minibatch:  9.222976684570312
Batch :  250 / 261 , BCE in this minibatch:  7.296061992645264
Batch :  251 / 261 , BCE in this minibatch:  5.28071403503418
Batch :  252 / 261 , BCE in this minibatch:  11.586482048034668
Batch :  253 / 261 , BCE in this minibatch:  12.766772270202637
Batch :  254 / 261 , BCE in this minibatch:  13.478620529174805
Batch :  255 / 261 , BCE in this minibatch:  7.031595706939697
Batch :  256 / 261 , BCE in this minibatch:  10.228790283203125
Batch :  257 / 261 , BCE in this minibatch:  10.69974136352539
Batch :  258 / 261 , BCE in this minibatch:  8.264056205749512
Batch :  259 / 261 , BCE in this minibatch:  6.502241134643555
Batch :  260 / 261 , BCE in this minibatch:  5.070209503173828
Batch :  261 / 261 , BCE in this minibatch:  4.425273418426514
epoch: 30  train_loss: 7.6496137357762946
Batch :  1 / 261 , BCE in this minibatch:  3.980517625808716
Batch :  2 / 261 , BCE in this minibatch:  4.983764171600342
Batch :  3 / 261 , BCE in this minibatch:  4.943090915679932
Batch :  4 / 261 , BCE in this minibatch:  4.910539627075195
Batch :  5 / 261 , BCE in this minibatch:  5.571633815765381
Batch :  6 / 261 , BCE in this minibatch:  5.3041815757751465
Batch :  7 / 261 , BCE in this minibatch:  5.652822971343994
Batch :  8 / 261 , BCE in this minibatch:  5.232058048248291
Batch :  9 / 261 , BCE in this minibatch:  4.379921913146973
Batch :  10 / 261 , BCE in this minibatch:  5.054774761199951
Batch :  11 / 261 , BCE in this minibatch:  4.720694541931152
Batch :  12 / 261 , BCE in this minibatch:  4.846207141876221
Batch :  13 / 261 , BCE in this minibatch:  5.467487812042236
Batch :  14 / 261 , BCE in this minibatch:  5.372720718383789
Batch :  15 / 261 , BCE in this minibatch:  4.931720733642578
Batch :  16 / 261 , BCE in this minibatch:  5.154191493988037
Batch :  17 / 261 , BCE in this minibatch:  9.401135444641113
Batch :  18 / 261 , BCE in this minibatch:  5.136047840118408
Batch :  19 / 261 , BCE in this minibatch:  4.596166133880615
Batch :  20 / 261 , BCE in this minibatch:  4.50504207611084
Batch :  21 / 261 , BCE in this minibatch:  4.3480024337768555
Batch :  22 / 261 , BCE in this minibatch:  4.350308895111084
Batch :  23 / 261 , BCE in this minibatch:  4.152111530303955
Batch :  24 / 261 , BCE in this minibatch:  5.4442620277404785
Batch :  25 / 261 , BCE in this minibatch:  5.536503314971924
Batch :  26 / 261 , BCE in this minibatch:  5.174676418304443
Batch :  27 / 261 , BCE in this minibatch:  3.796990156173706
Batch :  28 / 261 , BCE in this minibatch:  5.182764530181885
Batch :  29 / 261 , BCE in this minibatch:  4.383268356323242
Batch :  30 / 261 , BCE in this minibatch:  5.602283477783203
Batch :  31 / 261 , BCE in this minibatch:  4.332613468170166
Batch :  32 / 261 , BCE in this minibatch:  4.564248561859131
Batch :  33 / 261 , BCE in this minibatch:  4.411428928375244
Batch :  34 / 261 , BCE in this minibatch:  3.6823267936706543
Batch :  35 / 261 , BCE in this minibatch:  6.858931541442871
Batch :  36 / 261 , BCE in this minibatch:  4.162479877471924
Batch :  37 / 261 , BCE in this minibatch:  4.151043891906738
Batch :  38 / 261 , BCE in this minibatch:  3.978214740753174
Batch :  39 / 261 , BCE in this minibatch:  4.309646129608154
Batch :  40 / 261 , BCE in this minibatch:  5.47658109664917
Batch :  41 / 261 , BCE in this minibatch:  4.849015235900879
Batch :  42 / 261 , BCE in this minibatch:  6.46417760848999
Batch :  43 / 261 , BCE in this minibatch:  4.181051731109619
Batch :  44 / 261 , BCE in this minibatch:  5.773706912994385
Batch :  45 / 261 , BCE in this minibatch:  4.152424335479736
Batch :  46 / 261 , BCE in this minibatch:  5.243267059326172
Batch :  47 / 261 , BCE in this minibatch:  8.641013145446777
Batch :  48 / 261 , BCE in this minibatch:  5.075497627258301
Batch :  49 / 261 , BCE in this minibatch:  4.902909755706787
Batch :  50 / 261 , BCE in this minibatch:  9.219042778015137
Batch :  51 / 261 , BCE in this minibatch:  5.251194477081299
Batch :  52 / 261 , BCE in this minibatch:  5.225181579589844
Batch :  53 / 261 , BCE in this minibatch:  4.764405250549316
Batch :  54 / 261 , BCE in this minibatch:  7.096296310424805
Batch :  55 / 261 , BCE in this minibatch:  6.181553840637207
Batch :  56 / 261 , BCE in this minibatch:  6.248164653778076
Batch :  57 / 261 , BCE in this minibatch:  4.753639221191406
Batch :  58 / 261 , BCE in this minibatch:  8.915205955505371
Batch :  59 / 261 , BCE in this minibatch:  5.0812859535217285
Batch :  60 / 261 , BCE in this minibatch:  5.697265625
Batch :  61 / 261 , BCE in this minibatch:  4.931278228759766
Batch :  62 / 261 , BCE in this minibatch:  4.382340908050537
Batch :  63 / 261 , BCE in this minibatch:  4.335602283477783
Batch :  64 / 261 , BCE in this minibatch:  3.8540186882019043
Batch :  65 / 261 , BCE in this minibatch:  5.668845176696777
Batch :  66 / 261 , BCE in this minibatch:  5.638787746429443
Batch :  67 / 261 , BCE in this minibatch:  7.741590976715088
Batch :  68 / 261 , BCE in this minibatch:  4.833747863769531
Batch :  69 / 261 , BCE in this minibatch:  6.665640354156494
Batch :  70 / 261 , BCE in this minibatch:  16.086994171142578
Batch :  71 / 261 , BCE in this minibatch:  5.49257230758667
Batch :  72 / 261 , BCE in this minibatch:  5.254841327667236
Batch :  73 / 261 , BCE in this minibatch:  14.42862319946289
Batch :  74 / 261 , BCE in this minibatch:  14.871904373168945
Batch :  75 / 261 , BCE in this minibatch:  5.668726921081543
Batch :  76 / 261 , BCE in this minibatch:  5.35722541809082
Batch :  77 / 261 , BCE in this minibatch:  6.367525100708008
Batch :  78 / 261 , BCE in this minibatch:  6.975879669189453
Batch :  79 / 261 , BCE in this minibatch:  4.748499393463135
Batch :  80 / 261 , BCE in this minibatch:  8.140130996704102
Batch :  81 / 261 , BCE in this minibatch:  6.51733922958374
Batch :  82 / 261 , BCE in this minibatch:  4.978192329406738
Batch :  83 / 261 , BCE in this minibatch:  9.866438865661621
Batch :  84 / 261 , BCE in this minibatch:  5.58854866027832
Batch :  85 / 261 , BCE in this minibatch:  6.2947516441345215
Batch :  86 / 261 , BCE in this minibatch:  7.801058769226074
Batch :  87 / 261 , BCE in this minibatch:  5.379848480224609
Batch :  88 / 261 , BCE in this minibatch:  6.465981483459473
Batch :  89 / 261 , BCE in this minibatch:  5.043842792510986
Batch :  90 / 261 , BCE in this minibatch:  5.48385763168335
Batch :  91 / 261 , BCE in this minibatch:  4.355371952056885
Batch :  92 / 261 , BCE in this minibatch:  5.880803108215332
Batch :  93 / 261 , BCE in this minibatch:  8.603604316711426
Batch :  94 / 261 , BCE in this minibatch:  12.61146354675293
Batch :  95 / 261 , BCE in this minibatch:  9.170087814331055
Batch :  96 / 261 , BCE in this minibatch:  8.063867568969727
Batch :  97 / 261 , BCE in this minibatch:  10.226430892944336
Batch :  98 / 261 , BCE in this minibatch:  5.794941425323486
Batch :  99 / 261 , BCE in this minibatch:  7.459277153015137
Batch :  100 / 261 , BCE in this minibatch:  12.462528228759766
Batch :  101 / 261 , BCE in this minibatch:  5.273634910583496
Batch :  102 / 261 , BCE in this minibatch:  4.958077430725098
Batch :  103 / 261 , BCE in this minibatch:  6.7526535987854
Batch :  104 / 261 , BCE in this minibatch:  5.150986671447754
Batch :  105 / 261 , BCE in this minibatch:  9.404388427734375
Batch :  106 / 261 , BCE in this minibatch:  5.85170841217041
Batch :  107 / 261 , BCE in this minibatch:  6.112837314605713
Batch :  108 / 261 , BCE in this minibatch:  4.321954250335693
Batch :  109 / 261 , BCE in this minibatch:  6.433422565460205
Batch :  110 / 261 , BCE in this minibatch:  10.029281616210938
Batch :  111 / 261 , BCE in this minibatch:  5.771490097045898
Batch :  112 / 261 , BCE in this minibatch:  7.71113395690918
Batch :  113 / 261 , BCE in this minibatch:  8.210580825805664
Batch :  114 / 261 , BCE in this minibatch:  7.666428089141846
Batch :  115 / 261 , BCE in this minibatch:  7.831248760223389
Batch :  116 / 261 , BCE in this minibatch:  6.163702011108398
Batch :  117 / 261 , BCE in this minibatch:  8.47245979309082
Batch :  118 / 261 , BCE in this minibatch:  8.077540397644043
Batch :  119 / 261 , BCE in this minibatch:  7.445218086242676
Batch :  120 / 261 , BCE in this minibatch:  7.898739337921143
Batch :  121 / 261 , BCE in this minibatch:  5.539521217346191
Batch :  122 / 261 , BCE in this minibatch:  7.550319194793701
Batch :  123 / 261 , BCE in this minibatch:  7.4983930587768555
Batch :  124 / 261 , BCE in this minibatch:  4.438263893127441
Batch :  125 / 261 , BCE in this minibatch:  16.96045684814453
Batch :  126 / 261 , BCE in this minibatch:  6.289190292358398
Batch :  127 / 261 , BCE in this minibatch:  4.478568077087402
Batch :  128 / 261 , BCE in this minibatch:  7.311620235443115
Batch :  129 / 261 , BCE in this minibatch:  4.386353015899658
Batch :  130 / 261 , BCE in this minibatch:  15.297486305236816
Batch :  131 / 261 , BCE in this minibatch:  8.034818649291992
Batch :  132 / 261 , BCE in this minibatch:  7.754029750823975
Batch :  133 / 261 , BCE in this minibatch:  16.28078269958496
Batch :  134 / 261 , BCE in this minibatch:  8.369187355041504
Batch :  135 / 261 , BCE in this minibatch:  6.717902183532715
Batch :  136 / 261 , BCE in this minibatch:  5.151650428771973
Batch :  137 / 261 , BCE in this minibatch:  10.357373237609863
Batch :  138 / 261 , BCE in this minibatch:  8.824706077575684
Batch :  139 / 261 , BCE in this minibatch:  5.768560886383057
Batch :  140 / 261 , BCE in this minibatch:  4.588220596313477
Batch :  141 / 261 , BCE in this minibatch:  6.807340145111084
Batch :  142 / 261 , BCE in this minibatch:  7.8600873947143555
Batch :  143 / 261 , BCE in this minibatch:  12.783981323242188
Batch :  144 / 261 , BCE in this minibatch:  8.47583293914795
Batch :  145 / 261 , BCE in this minibatch:  4.655826091766357
Batch :  146 / 261 , BCE in this minibatch:  7.638191223144531
Batch :  147 / 261 , BCE in this minibatch:  5.52371072769165
Batch :  148 / 261 , BCE in this minibatch:  6.073004245758057
Batch :  149 / 261 , BCE in this minibatch:  5.229150295257568
Batch :  150 / 261 , BCE in this minibatch:  5.2621331214904785
Batch :  151 / 261 , BCE in this minibatch:  4.605816841125488
Batch :  152 / 261 , BCE in this minibatch:  7.516345024108887
Batch :  153 / 261 , BCE in this minibatch:  5.840702533721924
Batch :  154 / 261 , BCE in this minibatch:  3.9670350551605225
Batch :  155 / 261 , BCE in this minibatch:  3.6491363048553467
Batch :  156 / 261 , BCE in this minibatch:  7.998135566711426
Batch :  157 / 261 , BCE in this minibatch:  6.1895976066589355
Batch :  158 / 261 , BCE in this minibatch:  13.573702812194824
Batch :  159 / 261 , BCE in this minibatch:  6.513116359710693
Batch :  160 / 261 , BCE in this minibatch:  6.370092391967773
Batch :  161 / 261 , BCE in this minibatch:  9.104636192321777
Batch :  162 / 261 , BCE in this minibatch:  6.286307334899902
Batch :  163 / 261 , BCE in this minibatch:  6.750358581542969
Batch :  164 / 261 , BCE in this minibatch:  12.93836784362793
Batch :  165 / 261 , BCE in this minibatch:  6.635859966278076
Batch :  166 / 261 , BCE in this minibatch:  15.733854293823242
Batch :  167 / 261 , BCE in this minibatch:  10.025618553161621
Batch :  168 / 261 , BCE in this minibatch:  10.752761840820312
Batch :  169 / 261 , BCE in this minibatch:  12.565391540527344
Batch :  170 / 261 , BCE in this minibatch:  13.704840660095215
Batch :  171 / 261 , BCE in this minibatch:  33.73207473754883
Batch :  172 / 261 , BCE in this minibatch:  34.70946502685547
Batch :  173 / 261 , BCE in this minibatch:  12.590319633483887
Batch :  174 / 261 , BCE in this minibatch:  7.49020528793335
Batch :  175 / 261 , BCE in this minibatch:  6.156062602996826
Batch :  176 / 261 , BCE in this minibatch:  7.2315802574157715
Batch :  177 / 261 , BCE in this minibatch:  7.076913356781006
Batch :  178 / 261 , BCE in this minibatch:  8.249368667602539
Batch :  179 / 261 , BCE in this minibatch:  7.6432905197143555
Batch :  180 / 261 , BCE in this minibatch:  7.697474956512451
Batch :  181 / 261 , BCE in this minibatch:  7.489691257476807
Batch :  182 / 261 , BCE in this minibatch:  5.994508743286133
Batch :  183 / 261 , BCE in this minibatch:  7.306632041931152
Batch :  184 / 261 , BCE in this minibatch:  12.005064010620117
Batch :  185 / 261 , BCE in this minibatch:  6.270534515380859
Batch :  186 / 261 , BCE in this minibatch:  12.930875778198242
Batch :  187 / 261 , BCE in this minibatch:  5.854503154754639
Batch :  188 / 261 , BCE in this minibatch:  6.756628036499023
Batch :  189 / 261 , BCE in this minibatch:  5.670113563537598
Batch :  190 / 261 , BCE in this minibatch:  8.429862976074219
Batch :  191 / 261 , BCE in this minibatch:  11.521794319152832
Batch :  192 / 261 , BCE in this minibatch:  7.864012241363525
Batch :  193 / 261 , BCE in this minibatch:  8.357250213623047
Batch :  194 / 261 , BCE in this minibatch:  8.15417766571045
Batch :  195 / 261 , BCE in this minibatch:  5.135109901428223
Batch :  196 / 261 , BCE in this minibatch:  6.196849346160889
Batch :  197 / 261 , BCE in this minibatch:  6.081489562988281
Batch :  198 / 261 , BCE in this minibatch:  9.467655181884766
Batch :  199 / 261 , BCE in this minibatch:  7.00786828994751
Batch :  200 / 261 , BCE in this minibatch:  11.9766845703125
Batch :  201 / 261 , BCE in this minibatch:  9.610286712646484
Batch :  202 / 261 , BCE in this minibatch:  11.004295349121094
Batch :  203 / 261 , BCE in this minibatch:  8.486595153808594
Batch :  204 / 261 , BCE in this minibatch:  7.2927141189575195
Batch :  205 / 261 , BCE in this minibatch:  7.072198390960693
Batch :  206 / 261 , BCE in this minibatch:  7.751956462860107
Batch :  207 / 261 , BCE in this minibatch:  7.5564284324646
Batch :  208 / 261 , BCE in this minibatch:  6.165555953979492
Batch :  209 / 261 , BCE in this minibatch:  7.845968723297119
Batch :  210 / 261 , BCE in this minibatch:  19.158641815185547
Batch :  211 / 261 , BCE in this minibatch:  23.128639221191406
Batch :  212 / 261 , BCE in this minibatch:  11.399563789367676
Batch :  213 / 261 , BCE in this minibatch:  18.006452560424805
Batch :  214 / 261 , BCE in this minibatch:  12.876786231994629
Batch :  215 / 261 , BCE in this minibatch:  4.965139389038086
Batch :  216 / 261 , BCE in this minibatch:  4.649027347564697
Batch :  217 / 261 , BCE in this minibatch:  4.578174591064453
Batch :  218 / 261 , BCE in this minibatch:  6.707376956939697
Batch :  219 / 261 , BCE in this minibatch:  7.210670471191406
Batch :  220 / 261 , BCE in this minibatch:  15.456393241882324
Batch :  221 / 261 , BCE in this minibatch:  8.993202209472656
Batch :  222 / 261 , BCE in this minibatch:  8.640474319458008
Batch :  223 / 261 , BCE in this minibatch:  5.671262741088867
Batch :  224 / 261 , BCE in this minibatch:  16.01682472229004
Batch :  225 / 261 , BCE in this minibatch:  27.241519927978516
Batch :  226 / 261 , BCE in this minibatch:  10.575806617736816
Batch :  227 / 261 , BCE in this minibatch:  6.358548641204834
Batch :  228 / 261 , BCE in this minibatch:  8.993093490600586
Batch :  229 / 261 , BCE in this minibatch:  8.31529426574707
Batch :  230 / 261 , BCE in this minibatch:  8.026891708374023
Batch :  231 / 261 , BCE in this minibatch:  9.19347858428955
Batch :  232 / 261 , BCE in this minibatch:  8.172345161437988
Batch :  233 / 261 , BCE in this minibatch:  8.78742790222168
Batch :  234 / 261 , BCE in this minibatch:  6.694220066070557
Batch :  235 / 261 , BCE in this minibatch:  8.778865814208984
Batch :  236 / 261 , BCE in this minibatch:  7.25803279876709
Batch :  237 / 261 , BCE in this minibatch:  6.169101715087891
Batch :  238 / 261 , BCE in this minibatch:  7.680089950561523
Batch :  239 / 261 , BCE in this minibatch:  6.276136875152588
Batch :  240 / 261 , BCE in this minibatch:  7.788885593414307
Batch :  241 / 261 , BCE in this minibatch:  6.154383182525635
Batch :  242 / 261 , BCE in this minibatch:  5.461535930633545
Batch :  243 / 261 , BCE in this minibatch:  4.663829326629639
Batch :  244 / 261 , BCE in this minibatch:  5.902159214019775
Batch :  245 / 261 , BCE in this minibatch:  8.644397735595703
Batch :  246 / 261 , BCE in this minibatch:  7.218741416931152
Batch :  247 / 261 , BCE in this minibatch:  8.73436450958252
Batch :  248 / 261 , BCE in this minibatch:  5.995948314666748
Batch :  249 / 261 , BCE in this minibatch:  9.254091262817383
Batch :  250 / 261 , BCE in this minibatch:  7.244114875793457
Batch :  251 / 261 , BCE in this minibatch:  5.258302688598633
Batch :  252 / 261 , BCE in this minibatch:  11.55770492553711
Batch :  253 / 261 , BCE in this minibatch:  12.76733684539795
Batch :  254 / 261 , BCE in this minibatch:  13.416848182678223
Batch :  255 / 261 , BCE in this minibatch:  7.0583062171936035
Batch :  256 / 261 , BCE in this minibatch:  10.186714172363281
Batch :  257 / 261 , BCE in this minibatch:  10.704586029052734
Batch :  258 / 261 , BCE in this minibatch:  8.260457992553711
Batch :  259 / 261 , BCE in this minibatch:  6.467139720916748
Batch :  260 / 261 , BCE in this minibatch:  5.038227081298828
Batch :  261 / 261 , BCE in this minibatch:  4.5139265060424805
epoch: 31  train_loss: 7.630360480926046
Batch :  1 / 261 , BCE in this minibatch:  3.9841556549072266
Batch :  2 / 261 , BCE in this minibatch:  4.9345622062683105
Batch :  3 / 261 , BCE in this minibatch:  4.9301252365112305
Batch :  4 / 261 , BCE in this minibatch:  4.93115758895874
Batch :  5 / 261 , BCE in this minibatch:  5.612990379333496
Batch :  6 / 261 , BCE in this minibatch:  5.301106929779053
Batch :  7 / 261 , BCE in this minibatch:  5.666759967803955
Batch :  8 / 261 , BCE in this minibatch:  5.251162052154541
Batch :  9 / 261 , BCE in this minibatch:  4.378411769866943
Batch :  10 / 261 , BCE in this minibatch:  5.019325256347656
Batch :  11 / 261 , BCE in this minibatch:  4.716976642608643
Batch :  12 / 261 , BCE in this minibatch:  4.833045482635498
Batch :  13 / 261 , BCE in this minibatch:  5.456326007843018
Batch :  14 / 261 , BCE in this minibatch:  5.374258041381836
Batch :  15 / 261 , BCE in this minibatch:  4.924015045166016
Batch :  16 / 261 , BCE in this minibatch:  5.1491289138793945
Batch :  17 / 261 , BCE in this minibatch:  9.346109390258789
Batch :  18 / 261 , BCE in this minibatch:  5.135368824005127
Batch :  19 / 261 , BCE in this minibatch:  4.536261081695557
Batch :  20 / 261 , BCE in this minibatch:  4.483744144439697
Batch :  21 / 261 , BCE in this minibatch:  4.3155646324157715
Batch :  22 / 261 , BCE in this minibatch:  4.323397636413574
Batch :  23 / 261 , BCE in this minibatch:  4.138216495513916
Batch :  24 / 261 , BCE in this minibatch:  5.423103332519531
Batch :  25 / 261 , BCE in this minibatch:  5.503838539123535
Batch :  26 / 261 , BCE in this minibatch:  5.167912006378174
Batch :  27 / 261 , BCE in this minibatch:  3.779600143432617
Batch :  28 / 261 , BCE in this minibatch:  5.137655735015869
Batch :  29 / 261 , BCE in this minibatch:  4.376448631286621
Batch :  30 / 261 , BCE in this minibatch:  5.584110260009766
Batch :  31 / 261 , BCE in this minibatch:  4.324791431427002
Batch :  32 / 261 , BCE in this minibatch:  4.592634677886963
Batch :  33 / 261 , BCE in this minibatch:  4.398313045501709
Batch :  34 / 261 , BCE in this minibatch:  3.684985637664795
Batch :  35 / 261 , BCE in this minibatch:  6.819594383239746
Batch :  36 / 261 , BCE in this minibatch:  4.111052989959717
Batch :  37 / 261 , BCE in this minibatch:  4.134210586547852
Batch :  38 / 261 , BCE in this minibatch:  3.9634644985198975
Batch :  39 / 261 , BCE in this minibatch:  4.266997814178467
Batch :  40 / 261 , BCE in this minibatch:  5.465010643005371
Batch :  41 / 261 , BCE in this minibatch:  4.805658340454102
Batch :  42 / 261 , BCE in this minibatch:  6.4807353019714355
Batch :  43 / 261 , BCE in this minibatch:  4.210377216339111
Batch :  44 / 261 , BCE in this minibatch:  5.742681503295898
Batch :  45 / 261 , BCE in this minibatch:  4.113924980163574
Batch :  46 / 261 , BCE in this minibatch:  5.270071983337402
Batch :  47 / 261 , BCE in this minibatch:  8.610058784484863
Batch :  48 / 261 , BCE in this minibatch:  5.087452411651611
Batch :  49 / 261 , BCE in this minibatch:  4.864850044250488
Batch :  50 / 261 , BCE in this minibatch:  9.151354789733887
Batch :  51 / 261 , BCE in this minibatch:  5.23814582824707
Batch :  52 / 261 , BCE in this minibatch:  5.2322516441345215
Batch :  53 / 261 , BCE in this minibatch:  4.742367267608643
Batch :  54 / 261 , BCE in this minibatch:  7.078391075134277
Batch :  55 / 261 , BCE in this minibatch:  6.109009742736816
Batch :  56 / 261 , BCE in this minibatch:  6.238747596740723
Batch :  57 / 261 , BCE in this minibatch:  4.746133804321289
Batch :  58 / 261 , BCE in this minibatch:  8.880796432495117
Batch :  59 / 261 , BCE in this minibatch:  5.073153495788574
Batch :  60 / 261 , BCE in this minibatch:  5.709531784057617
Batch :  61 / 261 , BCE in this minibatch:  4.895411968231201
Batch :  62 / 261 , BCE in this minibatch:  4.397877216339111
Batch :  63 / 261 , BCE in this minibatch:  4.344305038452148
Batch :  64 / 261 , BCE in this minibatch:  3.8311946392059326
Batch :  65 / 261 , BCE in this minibatch:  5.65792179107666
Batch :  66 / 261 , BCE in this minibatch:  5.607277870178223
Batch :  67 / 261 , BCE in this minibatch:  7.710792541503906
Batch :  68 / 261 , BCE in this minibatch:  4.807040691375732
Batch :  69 / 261 , BCE in this minibatch:  6.63474178314209
Batch :  70 / 261 , BCE in this minibatch:  16.021045684814453
Batch :  71 / 261 , BCE in this minibatch:  5.478792190551758
Batch :  72 / 261 , BCE in this minibatch:  5.257447242736816
Batch :  73 / 261 , BCE in this minibatch:  14.372413635253906
Batch :  74 / 261 , BCE in this minibatch:  14.871053695678711
Batch :  75 / 261 , BCE in this minibatch:  5.679291248321533
Batch :  76 / 261 , BCE in this minibatch:  5.324046611785889
Batch :  77 / 261 , BCE in this minibatch:  6.39048433303833
Batch :  78 / 261 , BCE in this minibatch:  6.959512710571289
Batch :  79 / 261 , BCE in this minibatch:  4.750668048858643
Batch :  80 / 261 , BCE in this minibatch:  8.132522583007812
Batch :  81 / 261 , BCE in this minibatch:  6.488006114959717
Batch :  82 / 261 , BCE in this minibatch:  4.96686315536499
Batch :  83 / 261 , BCE in this minibatch:  9.87529468536377
Batch :  84 / 261 , BCE in this minibatch:  5.572778224945068
Batch :  85 / 261 , BCE in this minibatch:  6.317954063415527
Batch :  86 / 261 , BCE in this minibatch:  7.744475364685059
Batch :  87 / 261 , BCE in this minibatch:  5.365473747253418
Batch :  88 / 261 , BCE in this minibatch:  6.448195934295654
Batch :  89 / 261 , BCE in this minibatch:  5.053660869598389
Batch :  90 / 261 , BCE in this minibatch:  5.5122575759887695
Batch :  91 / 261 , BCE in this minibatch:  4.324963092803955
Batch :  92 / 261 , BCE in this minibatch:  5.837082862854004
Batch :  93 / 261 , BCE in this minibatch:  8.607462882995605
Batch :  94 / 261 , BCE in this minibatch:  12.563673973083496
Batch :  95 / 261 , BCE in this minibatch:  9.100399017333984
Batch :  96 / 261 , BCE in this minibatch:  7.972582817077637
Batch :  97 / 261 , BCE in this minibatch:  10.199583053588867
Batch :  98 / 261 , BCE in this minibatch:  5.7580342292785645
Batch :  99 / 261 , BCE in this minibatch:  7.397841453552246
Batch :  100 / 261 , BCE in this minibatch:  12.397500038146973
Batch :  101 / 261 , BCE in this minibatch:  5.255132675170898
Batch :  102 / 261 , BCE in this minibatch:  4.957667827606201
Batch :  103 / 261 , BCE in this minibatch:  6.771337032318115
Batch :  104 / 261 , BCE in this minibatch:  5.133503437042236
Batch :  105 / 261 , BCE in this minibatch:  9.363330841064453
Batch :  106 / 261 , BCE in this minibatch:  5.866480350494385
Batch :  107 / 261 , BCE in this minibatch:  6.102010726928711
Batch :  108 / 261 , BCE in this minibatch:  4.294546127319336
Batch :  109 / 261 , BCE in this minibatch:  6.438584804534912
Batch :  110 / 261 , BCE in this minibatch:  10.071090698242188
Batch :  111 / 261 , BCE in this minibatch:  5.779843807220459
Batch :  112 / 261 , BCE in this minibatch:  7.715241432189941
Batch :  113 / 261 , BCE in this minibatch:  8.160635948181152
Batch :  114 / 261 , BCE in this minibatch:  7.578827381134033
Batch :  115 / 261 , BCE in this minibatch:  7.741525173187256
Batch :  116 / 261 , BCE in this minibatch:  6.195007801055908
Batch :  117 / 261 , BCE in this minibatch:  8.418082237243652
Batch :  118 / 261 , BCE in this minibatch:  8.016851425170898
Batch :  119 / 261 , BCE in this minibatch:  7.461397171020508
Batch :  120 / 261 , BCE in this minibatch:  7.840222358703613
Batch :  121 / 261 , BCE in this minibatch:  5.528253555297852
Batch :  122 / 261 , BCE in this minibatch:  7.537374019622803
Batch :  123 / 261 , BCE in this minibatch:  7.410874843597412
Batch :  124 / 261 , BCE in this minibatch:  4.461285591125488
Batch :  125 / 261 , BCE in this minibatch:  16.91754722595215
Batch :  126 / 261 , BCE in this minibatch:  6.283028602600098
Batch :  127 / 261 , BCE in this minibatch:  4.480535507202148
Batch :  128 / 261 , BCE in this minibatch:  7.263164043426514
Batch :  129 / 261 , BCE in this minibatch:  4.364291191101074
Batch :  130 / 261 , BCE in this minibatch:  15.28157901763916
Batch :  131 / 261 , BCE in this minibatch:  7.993400573730469
Batch :  132 / 261 , BCE in this minibatch:  7.690951347351074
Batch :  133 / 261 , BCE in this minibatch:  16.14946174621582
Batch :  134 / 261 , BCE in this minibatch:  8.402074813842773
Batch :  135 / 261 , BCE in this minibatch:  6.758111476898193
Batch :  136 / 261 , BCE in this minibatch:  5.115433692932129
Batch :  137 / 261 , BCE in this minibatch:  10.360679626464844
Batch :  138 / 261 , BCE in this minibatch:  8.77192211151123
Batch :  139 / 261 , BCE in this minibatch:  5.756536483764648
Batch :  140 / 261 , BCE in this minibatch:  4.599762439727783
Batch :  141 / 261 , BCE in this minibatch:  6.750402450561523
Batch :  142 / 261 , BCE in this minibatch:  7.866128921508789
Batch :  143 / 261 , BCE in this minibatch:  12.770461082458496
Batch :  144 / 261 , BCE in this minibatch:  8.475170135498047
Batch :  145 / 261 , BCE in this minibatch:  4.680990219116211
Batch :  146 / 261 , BCE in this minibatch:  7.579799175262451
Batch :  147 / 261 , BCE in this minibatch:  5.563745975494385
Batch :  148 / 261 , BCE in this minibatch:  6.0842742919921875
Batch :  149 / 261 , BCE in this minibatch:  5.216324329376221
Batch :  150 / 261 , BCE in this minibatch:  5.253820419311523
Batch :  151 / 261 , BCE in this minibatch:  4.61929988861084
Batch :  152 / 261 , BCE in this minibatch:  7.428075790405273
Batch :  153 / 261 , BCE in this minibatch:  5.825504779815674
Batch :  154 / 261 , BCE in this minibatch:  3.94350004196167
Batch :  155 / 261 , BCE in this minibatch:  3.6364903450012207
Batch :  156 / 261 , BCE in this minibatch:  7.967826843261719
Batch :  157 / 261 , BCE in this minibatch:  6.199136257171631
Batch :  158 / 261 , BCE in this minibatch:  13.544187545776367
Batch :  159 / 261 , BCE in this minibatch:  6.488879680633545
Batch :  160 / 261 , BCE in this minibatch:  6.298678874969482
Batch :  161 / 261 , BCE in this minibatch:  9.1034574508667
Batch :  162 / 261 , BCE in this minibatch:  6.26192569732666
Batch :  163 / 261 , BCE in this minibatch:  6.733558654785156
Batch :  164 / 261 , BCE in this minibatch:  12.937220573425293
Batch :  165 / 261 , BCE in this minibatch:  6.650500774383545
Batch :  166 / 261 , BCE in this minibatch:  15.664133071899414
Batch :  167 / 261 , BCE in this minibatch:  10.033415794372559
Batch :  168 / 261 , BCE in this minibatch:  10.769768714904785
Batch :  169 / 261 , BCE in this minibatch:  12.521955490112305
Batch :  170 / 261 , BCE in this minibatch:  13.722870826721191
Batch :  171 / 261 , BCE in this minibatch:  33.7010498046875
Batch :  172 / 261 , BCE in this minibatch:  34.72297668457031
Batch :  173 / 261 , BCE in this minibatch:  12.504353523254395
Batch :  174 / 261 , BCE in this minibatch:  7.513205051422119
Batch :  175 / 261 , BCE in this minibatch:  6.152998924255371
Batch :  176 / 261 , BCE in this minibatch:  7.161789894104004
Batch :  177 / 261 , BCE in this minibatch:  7.089724540710449
Batch :  178 / 261 , BCE in this minibatch:  8.27871322631836
Batch :  179 / 261 , BCE in this minibatch:  7.584002494812012
Batch :  180 / 261 , BCE in this minibatch:  7.68041467666626
Batch :  181 / 261 , BCE in this minibatch:  7.485205173492432
Batch :  182 / 261 , BCE in this minibatch:  5.941115379333496
Batch :  183 / 261 , BCE in this minibatch:  7.265791893005371
Batch :  184 / 261 , BCE in this minibatch:  11.970478057861328
Batch :  185 / 261 , BCE in this minibatch:  6.253596782684326
Batch :  186 / 261 , BCE in this minibatch:  12.858181953430176
Batch :  187 / 261 , BCE in this minibatch:  5.83113956451416
Batch :  188 / 261 , BCE in this minibatch:  6.735478401184082
Batch :  189 / 261 , BCE in this minibatch:  5.646664142608643
Batch :  190 / 261 , BCE in this minibatch:  8.35384464263916
Batch :  191 / 261 , BCE in this minibatch:  11.545210838317871
Batch :  192 / 261 , BCE in this minibatch:  7.858814239501953
Batch :  193 / 261 , BCE in this minibatch:  8.307808876037598
Batch :  194 / 261 , BCE in this minibatch:  8.169351577758789
Batch :  195 / 261 , BCE in this minibatch:  5.111477851867676
Batch :  196 / 261 , BCE in this minibatch:  6.134898662567139
Batch :  197 / 261 , BCE in this minibatch:  6.065197467803955
Batch :  198 / 261 , BCE in this minibatch:  9.481376647949219
Batch :  199 / 261 , BCE in this minibatch:  7.009845733642578
Batch :  200 / 261 , BCE in this minibatch:  11.94581413269043
Batch :  201 / 261 , BCE in this minibatch:  9.585701942443848
Batch :  202 / 261 , BCE in this minibatch:  11.011811256408691
Batch :  203 / 261 , BCE in this minibatch:  8.44265365600586
Batch :  204 / 261 , BCE in this minibatch:  7.280270576477051
Batch :  205 / 261 , BCE in this minibatch:  7.0417351722717285
Batch :  206 / 261 , BCE in this minibatch:  7.703794002532959
Batch :  207 / 261 , BCE in this minibatch:  7.522017002105713
Batch :  208 / 261 , BCE in this minibatch:  6.1591796875
Batch :  209 / 261 , BCE in this minibatch:  7.829628944396973
Batch :  210 / 261 , BCE in this minibatch:  19.154516220092773
Batch :  211 / 261 , BCE in this minibatch:  23.13195037841797
Batch :  212 / 261 , BCE in this minibatch:  11.332242012023926
Batch :  213 / 261 , BCE in this minibatch:  17.968820571899414
Batch :  214 / 261 , BCE in this minibatch:  12.816545486450195
Batch :  215 / 261 , BCE in this minibatch:  4.978198051452637
Batch :  216 / 261 , BCE in this minibatch:  4.6178297996521
Batch :  217 / 261 , BCE in this minibatch:  4.599977493286133
Batch :  218 / 261 , BCE in this minibatch:  6.731918811798096
Batch :  219 / 261 , BCE in this minibatch:  7.162623882293701
Batch :  220 / 261 , BCE in this minibatch:  15.454083442687988
Batch :  221 / 261 , BCE in this minibatch:  8.989103317260742
Batch :  222 / 261 , BCE in this minibatch:  8.626885414123535
Batch :  223 / 261 , BCE in this minibatch:  5.662464141845703
Batch :  224 / 261 , BCE in this minibatch:  15.903762817382812
Batch :  225 / 261 , BCE in this minibatch:  27.149080276489258
Batch :  226 / 261 , BCE in this minibatch:  10.614346504211426
Batch :  227 / 261 , BCE in this minibatch:  6.341736316680908
Batch :  228 / 261 , BCE in this minibatch:  8.951314926147461
Batch :  229 / 261 , BCE in this minibatch:  8.21766185760498
Batch :  230 / 261 , BCE in this minibatch:  7.964400291442871
Batch :  231 / 261 , BCE in this minibatch:  9.213228225708008
Batch :  232 / 261 , BCE in this minibatch:  8.16278076171875
Batch :  233 / 261 , BCE in this minibatch:  8.753414154052734
Batch :  234 / 261 , BCE in this minibatch:  6.698399543762207
Batch :  235 / 261 , BCE in this minibatch:  8.831146240234375
Batch :  236 / 261 , BCE in this minibatch:  7.236539840698242
Batch :  237 / 261 , BCE in this minibatch:  6.158763885498047
Batch :  238 / 261 , BCE in this minibatch:  7.683907508850098
Batch :  239 / 261 , BCE in this minibatch:  6.274740219116211
Batch :  240 / 261 , BCE in this minibatch:  7.7791748046875
Batch :  241 / 261 , BCE in this minibatch:  6.103799343109131
Batch :  242 / 261 , BCE in this minibatch:  5.440603733062744
Batch :  243 / 261 , BCE in this minibatch:  4.656787395477295
Batch :  244 / 261 , BCE in this minibatch:  5.88232946395874
Batch :  245 / 261 , BCE in this minibatch:  8.592047691345215
Batch :  246 / 261 , BCE in this minibatch:  7.172623157501221
Batch :  247 / 261 , BCE in this minibatch:  8.710360527038574
Batch :  248 / 261 , BCE in this minibatch:  5.925968647003174
Batch :  249 / 261 , BCE in this minibatch:  9.167283058166504
Batch :  250 / 261 , BCE in this minibatch:  7.179576396942139
Batch :  251 / 261 , BCE in this minibatch:  5.284661293029785
Batch :  252 / 261 , BCE in this minibatch:  11.559739112854004
Batch :  253 / 261 , BCE in this minibatch:  12.744477272033691
Batch :  254 / 261 , BCE in this minibatch:  13.419200897216797
Batch :  255 / 261 , BCE in this minibatch:  7.0375142097473145
Batch :  256 / 261 , BCE in this minibatch:  10.121651649475098
Batch :  257 / 261 , BCE in this minibatch:  10.625556945800781
Batch :  258 / 261 , BCE in this minibatch:  8.26220417022705
Batch :  259 / 261 , BCE in this minibatch:  6.420968055725098
Batch :  260 / 261 , BCE in this minibatch:  5.021180629730225
Batch :  261 / 261 , BCE in this minibatch:  4.543298721313477
epoch: 32  train_loss: 7.610495426645681
Batch :  1 / 261 , BCE in this minibatch:  3.9681529998779297
Batch :  2 / 261 , BCE in this minibatch:  4.939528942108154
Batch :  3 / 261 , BCE in this minibatch:  4.961467742919922
Batch :  4 / 261 , BCE in this minibatch:  4.89818811416626
Batch :  5 / 261 , BCE in this minibatch:  5.5606184005737305
Batch :  6 / 261 , BCE in this minibatch:  5.260169982910156
Batch :  7 / 261 , BCE in this minibatch:  5.666636943817139
Batch :  8 / 261 , BCE in this minibatch:  5.1959123611450195
Batch :  9 / 261 , BCE in this minibatch:  4.353487014770508
Batch :  10 / 261 , BCE in this minibatch:  5.020995616912842
Batch :  11 / 261 , BCE in this minibatch:  4.689340114593506
Batch :  12 / 261 , BCE in this minibatch:  4.821901321411133
Batch :  13 / 261 , BCE in this minibatch:  5.456173896789551
Batch :  14 / 261 , BCE in this minibatch:  5.404890060424805
Batch :  15 / 261 , BCE in this minibatch:  4.900923728942871
Batch :  16 / 261 , BCE in this minibatch:  5.138506889343262
Batch :  17 / 261 , BCE in this minibatch:  9.310371398925781
Batch :  18 / 261 , BCE in this minibatch:  5.106910705566406
Batch :  19 / 261 , BCE in this minibatch:  4.513805866241455
Batch :  20 / 261 , BCE in this minibatch:  4.4868855476379395
Batch :  21 / 261 , BCE in this minibatch:  4.299549579620361
Batch :  22 / 261 , BCE in this minibatch:  4.303452491760254
Batch :  23 / 261 , BCE in this minibatch:  4.099137306213379
Batch :  24 / 261 , BCE in this minibatch:  5.442593574523926
Batch :  25 / 261 , BCE in this minibatch:  5.519659042358398
Batch :  26 / 261 , BCE in this minibatch:  5.111422061920166
Batch :  27 / 261 , BCE in this minibatch:  3.792304515838623
Batch :  28 / 261 , BCE in this minibatch:  5.171257019042969
Batch :  29 / 261 , BCE in this minibatch:  4.3741583824157715
Batch :  30 / 261 , BCE in this minibatch:  5.615959644317627
Batch :  31 / 261 , BCE in this minibatch:  4.327120780944824
Batch :  32 / 261 , BCE in this minibatch:  4.564901351928711
Batch :  33 / 261 , BCE in this minibatch:  4.398504734039307
Batch :  34 / 261 , BCE in this minibatch:  3.6725142002105713
Batch :  35 / 261 , BCE in this minibatch:  6.822585582733154
Batch :  36 / 261 , BCE in this minibatch:  4.116641998291016
Batch :  37 / 261 , BCE in this minibatch:  4.12886905670166
Batch :  38 / 261 , BCE in this minibatch:  3.947070360183716
Batch :  39 / 261 , BCE in this minibatch:  4.260156154632568
Batch :  40 / 261 , BCE in this minibatch:  5.460446834564209
Batch :  41 / 261 , BCE in this minibatch:  4.812629699707031
Batch :  42 / 261 , BCE in this minibatch:  6.439232349395752
Batch :  43 / 261 , BCE in this minibatch:  4.193292617797852
Batch :  44 / 261 , BCE in this minibatch:  5.7899298667907715
Batch :  45 / 261 , BCE in this minibatch:  4.12819766998291
Batch :  46 / 261 , BCE in this minibatch:  5.213550090789795
Batch :  47 / 261 , BCE in this minibatch:  8.605587005615234
Batch :  48 / 261 , BCE in this minibatch:  5.065512657165527
Batch :  49 / 261 , BCE in this minibatch:  4.862732887268066
Batch :  50 / 261 , BCE in this minibatch:  9.164933204650879
Batch :  51 / 261 , BCE in this minibatch:  5.2473673820495605
Batch :  52 / 261 , BCE in this minibatch:  5.211253643035889
Batch :  53 / 261 , BCE in this minibatch:  4.7547478675842285
Batch :  54 / 261 , BCE in this minibatch:  7.070176124572754
Batch :  55 / 261 , BCE in this minibatch:  6.0927019119262695
Batch :  56 / 261 , BCE in this minibatch:  6.209998607635498
Batch :  57 / 261 , BCE in this minibatch:  4.72681188583374
Batch :  58 / 261 , BCE in this minibatch:  8.902872085571289
Batch :  59 / 261 , BCE in this minibatch:  5.071103096008301
Batch :  60 / 261 , BCE in this minibatch:  5.675294399261475
Batch :  61 / 261 , BCE in this minibatch:  4.924189567565918
Batch :  62 / 261 , BCE in this minibatch:  4.395133972167969
Batch :  63 / 261 , BCE in this minibatch:  4.355052947998047
Batch :  64 / 261 , BCE in this minibatch:  3.835932970046997
Batch :  65 / 261 , BCE in this minibatch:  5.668180465698242
Batch :  66 / 261 , BCE in this minibatch:  5.623529434204102
Batch :  67 / 261 , BCE in this minibatch:  7.702176094055176
Batch :  68 / 261 , BCE in this minibatch:  4.813492298126221
Batch :  69 / 261 , BCE in this minibatch:  6.6499152183532715
Batch :  70 / 261 , BCE in this minibatch:  16.053539276123047
Batch :  71 / 261 , BCE in this minibatch:  5.456313610076904
Batch :  72 / 261 , BCE in this minibatch:  5.258491039276123
Batch :  73 / 261 , BCE in this minibatch:  14.29191780090332
Batch :  74 / 261 , BCE in this minibatch:  14.8136568069458
Batch :  75 / 261 , BCE in this minibatch:  5.651849269866943
Batch :  76 / 261 , BCE in this minibatch:  5.310459613800049
Batch :  77 / 261 , BCE in this minibatch:  6.394050598144531
Batch :  78 / 261 , BCE in this minibatch:  6.928849220275879
Batch :  79 / 261 , BCE in this minibatch:  4.740291118621826
Batch :  80 / 261 , BCE in this minibatch:  8.07332992553711
Batch :  81 / 261 , BCE in this minibatch:  6.458768844604492
Batch :  82 / 261 , BCE in this minibatch:  4.9580078125
Batch :  83 / 261 , BCE in this minibatch:  9.829817771911621
Batch :  84 / 261 , BCE in this minibatch:  5.568539619445801
Batch :  85 / 261 , BCE in this minibatch:  6.2654948234558105
Batch :  86 / 261 , BCE in this minibatch:  7.774343490600586
Batch :  87 / 261 , BCE in this minibatch:  5.3386759757995605
Batch :  88 / 261 , BCE in this minibatch:  6.441863059997559
Batch :  89 / 261 , BCE in this minibatch:  5.008220672607422
Batch :  90 / 261 , BCE in this minibatch:  5.490141868591309
Batch :  91 / 261 , BCE in this minibatch:  4.364883899688721
Batch :  92 / 261 , BCE in this minibatch:  5.850573539733887
Batch :  93 / 261 , BCE in this minibatch:  8.572027206420898
Batch :  94 / 261 , BCE in this minibatch:  12.486576080322266
Batch :  95 / 261 , BCE in this minibatch:  9.0652437210083
Batch :  96 / 261 , BCE in this minibatch:  7.961365699768066
Batch :  97 / 261 , BCE in this minibatch:  10.164335250854492
Batch :  98 / 261 , BCE in this minibatch:  5.755441188812256
Batch :  99 / 261 , BCE in this minibatch:  7.38181734085083
Batch :  100 / 261 , BCE in this minibatch:  12.41930866241455
Batch :  101 / 261 , BCE in this minibatch:  5.2112135887146
Batch :  102 / 261 , BCE in this minibatch:  4.899192810058594
Batch :  103 / 261 , BCE in this minibatch:  6.827544689178467
Batch :  104 / 261 , BCE in this minibatch:  5.156881809234619
Batch :  105 / 261 , BCE in this minibatch:  9.32613754272461
Batch :  106 / 261 , BCE in this minibatch:  5.841988563537598
Batch :  107 / 261 , BCE in this minibatch:  6.091614723205566
Batch :  108 / 261 , BCE in this minibatch:  4.30832052230835
Batch :  109 / 261 , BCE in this minibatch:  6.389817237854004
Batch :  110 / 261 , BCE in this minibatch:  9.981406211853027
Batch :  111 / 261 , BCE in this minibatch:  5.720646381378174
Batch :  112 / 261 , BCE in this minibatch:  7.671371936798096
Batch :  113 / 261 , BCE in this minibatch:  8.18105411529541
Batch :  114 / 261 , BCE in this minibatch:  7.608886241912842
Batch :  115 / 261 , BCE in this minibatch:  7.695591926574707
Batch :  116 / 261 , BCE in this minibatch:  6.152242183685303
Batch :  117 / 261 , BCE in this minibatch:  8.394146919250488
Batch :  118 / 261 , BCE in this minibatch:  8.00745677947998
Batch :  119 / 261 , BCE in this minibatch:  7.409622669219971
Batch :  120 / 261 , BCE in this minibatch:  7.80729341506958
Batch :  121 / 261 , BCE in this minibatch:  5.467025279998779
Batch :  122 / 261 , BCE in this minibatch:  7.527397155761719
Batch :  123 / 261 , BCE in this minibatch:  7.429145812988281
Batch :  124 / 261 , BCE in this minibatch:  4.466099262237549
Batch :  125 / 261 , BCE in this minibatch:  16.860347747802734
Batch :  126 / 261 , BCE in this minibatch:  6.250688076019287
Batch :  127 / 261 , BCE in this minibatch:  4.474767684936523
Batch :  128 / 261 , BCE in this minibatch:  7.229535102844238
Batch :  129 / 261 , BCE in this minibatch:  4.337090015411377
Batch :  130 / 261 , BCE in this minibatch:  15.222887992858887
Batch :  131 / 261 , BCE in this minibatch:  8.06846809387207
Batch :  132 / 261 , BCE in this minibatch:  7.696956634521484
Batch :  133 / 261 , BCE in this minibatch:  16.138416290283203
Batch :  134 / 261 , BCE in this minibatch:  8.376258850097656
Batch :  135 / 261 , BCE in this minibatch:  6.812532901763916
Batch :  136 / 261 , BCE in this minibatch:  5.123879909515381
Batch :  137 / 261 , BCE in this minibatch:  10.30800724029541
Batch :  138 / 261 , BCE in this minibatch:  8.798513412475586
Batch :  139 / 261 , BCE in this minibatch:  5.737480163574219
Batch :  140 / 261 , BCE in this minibatch:  4.61267614364624
Batch :  141 / 261 , BCE in this minibatch:  6.735223293304443
Batch :  142 / 261 , BCE in this minibatch:  7.861598014831543
Batch :  143 / 261 , BCE in this minibatch:  12.720407485961914
Batch :  144 / 261 , BCE in this minibatch:  8.459315299987793
Batch :  145 / 261 , BCE in this minibatch:  4.6785712242126465
Batch :  146 / 261 , BCE in this minibatch:  7.597472190856934
Batch :  147 / 261 , BCE in this minibatch:  5.487444877624512
Batch :  148 / 261 , BCE in this minibatch:  6.031013488769531
Batch :  149 / 261 , BCE in this minibatch:  5.22560977935791
Batch :  150 / 261 , BCE in this minibatch:  5.241225719451904
Batch :  151 / 261 , BCE in this minibatch:  4.603734493255615
Batch :  152 / 261 , BCE in this minibatch:  7.443037033081055
Batch :  153 / 261 , BCE in this minibatch:  5.778370380401611
Batch :  154 / 261 , BCE in this minibatch:  3.938026189804077
Batch :  155 / 261 , BCE in this minibatch:  3.6194584369659424
Batch :  156 / 261 , BCE in this minibatch:  7.92449426651001
Batch :  157 / 261 , BCE in this minibatch:  6.155806541442871
Batch :  158 / 261 , BCE in this minibatch:  13.528657913208008
Batch :  159 / 261 , BCE in this minibatch:  6.477598667144775
Batch :  160 / 261 , BCE in this minibatch:  6.323643207550049
Batch :  161 / 261 , BCE in this minibatch:  9.067995071411133
Batch :  162 / 261 , BCE in this minibatch:  6.211345195770264
Batch :  163 / 261 , BCE in this minibatch:  6.7111124992370605
Batch :  164 / 261 , BCE in this minibatch:  12.905267715454102
Batch :  165 / 261 , BCE in this minibatch:  6.577512741088867
Batch :  166 / 261 , BCE in this minibatch:  15.584404945373535
Batch :  167 / 261 , BCE in this minibatch:  10.009949684143066
Batch :  168 / 261 , BCE in this minibatch:  10.712302207946777
Batch :  169 / 261 , BCE in this minibatch:  12.519437789916992
Batch :  170 / 261 , BCE in this minibatch:  13.627137184143066
Batch :  171 / 261 , BCE in this minibatch:  33.58638000488281
Batch :  172 / 261 , BCE in this minibatch:  34.64495849609375
Batch :  173 / 261 , BCE in this minibatch:  12.431705474853516
Batch :  174 / 261 , BCE in this minibatch:  7.470017910003662
Batch :  175 / 261 , BCE in this minibatch:  6.132141590118408
Batch :  176 / 261 , BCE in this minibatch:  7.122016429901123
Batch :  177 / 261 , BCE in this minibatch:  6.997364521026611
Batch :  178 / 261 , BCE in this minibatch:  8.181772232055664
Batch :  179 / 261 , BCE in this minibatch:  7.575976848602295
Batch :  180 / 261 , BCE in this minibatch:  7.626567840576172
Batch :  181 / 261 , BCE in this minibatch:  7.507277965545654
Batch :  182 / 261 , BCE in this minibatch:  6.029243469238281
Batch :  183 / 261 , BCE in this minibatch:  7.303999900817871
Batch :  184 / 261 , BCE in this minibatch:  11.9116792678833
Batch :  185 / 261 , BCE in this minibatch:  6.269299507141113
Batch :  186 / 261 , BCE in this minibatch:  12.781132698059082
Batch :  187 / 261 , BCE in this minibatch:  5.811880111694336
Batch :  188 / 261 , BCE in this minibatch:  6.746203422546387
Batch :  189 / 261 , BCE in this minibatch:  5.662023067474365
Batch :  190 / 261 , BCE in this minibatch:  8.36577320098877
Batch :  191 / 261 , BCE in this minibatch:  11.49051284790039
Batch :  192 / 261 , BCE in this minibatch:  7.794011116027832
Batch :  193 / 261 , BCE in this minibatch:  8.314108848571777
Batch :  194 / 261 , BCE in this minibatch:  8.125798225402832
Batch :  195 / 261 , BCE in this minibatch:  5.1146087646484375
Batch :  196 / 261 , BCE in this minibatch:  6.152986526489258
Batch :  197 / 261 , BCE in this minibatch:  5.995339393615723
Batch :  198 / 261 , BCE in this minibatch:  9.47420883178711
Batch :  199 / 261 , BCE in this minibatch:  6.986872673034668
Batch :  200 / 261 , BCE in this minibatch:  11.97339916229248
Batch :  201 / 261 , BCE in this minibatch:  9.599584579467773
Batch :  202 / 261 , BCE in this minibatch:  11.029444694519043
Batch :  203 / 261 , BCE in this minibatch:  8.436992645263672
Batch :  204 / 261 , BCE in this minibatch:  7.242810249328613
Batch :  205 / 261 , BCE in this minibatch:  7.051249980926514
Batch :  206 / 261 , BCE in this minibatch:  7.706386566162109
Batch :  207 / 261 , BCE in this minibatch:  7.508744239807129
Batch :  208 / 261 , BCE in this minibatch:  6.086911678314209
Batch :  209 / 261 , BCE in this minibatch:  7.776953220367432
Batch :  210 / 261 , BCE in this minibatch:  19.125099182128906
Batch :  211 / 261 , BCE in this minibatch:  23.022064208984375
Batch :  212 / 261 , BCE in this minibatch:  11.328941345214844
Batch :  213 / 261 , BCE in this minibatch:  17.897705078125
Batch :  214 / 261 , BCE in this minibatch:  12.824456214904785
Batch :  215 / 261 , BCE in this minibatch:  4.897068023681641
Batch :  216 / 261 , BCE in this minibatch:  4.558457374572754
Batch :  217 / 261 , BCE in this minibatch:  4.518526077270508
Batch :  218 / 261 , BCE in this minibatch:  6.727375030517578
Batch :  219 / 261 , BCE in this minibatch:  7.1593451499938965
Batch :  220 / 261 , BCE in this minibatch:  15.385589599609375
Batch :  221 / 261 , BCE in this minibatch:  8.917986869812012
Batch :  222 / 261 , BCE in this minibatch:  8.615588188171387
Batch :  223 / 261 , BCE in this minibatch:  5.651217937469482
Batch :  224 / 261 , BCE in this minibatch:  15.888110160827637
Batch :  225 / 261 , BCE in this minibatch:  27.144386291503906
Batch :  226 / 261 , BCE in this minibatch:  10.52223014831543
Batch :  227 / 261 , BCE in this minibatch:  6.3490309715271
Batch :  228 / 261 , BCE in this minibatch:  8.995987892150879
Batch :  229 / 261 , BCE in this minibatch:  8.2734956741333
Batch :  230 / 261 , BCE in this minibatch:  7.946331024169922
Batch :  231 / 261 , BCE in this minibatch:  9.156825065612793
Batch :  232 / 261 , BCE in this minibatch:  8.22514820098877
Batch :  233 / 261 , BCE in this minibatch:  8.72447395324707
Batch :  234 / 261 , BCE in this minibatch:  6.6558146476745605
Batch :  235 / 261 , BCE in this minibatch:  8.751914978027344
Batch :  236 / 261 , BCE in this minibatch:  7.242782115936279
Batch :  237 / 261 , BCE in this minibatch:  6.0857744216918945
Batch :  238 / 261 , BCE in this minibatch:  7.661121368408203
Batch :  239 / 261 , BCE in this minibatch:  6.282125949859619
Batch :  240 / 261 , BCE in this minibatch:  7.766639232635498
Batch :  241 / 261 , BCE in this minibatch:  6.086277961730957
Batch :  242 / 261 , BCE in this minibatch:  5.419656276702881
Batch :  243 / 261 , BCE in this minibatch:  4.640707969665527
Batch :  244 / 261 , BCE in this minibatch:  5.84160852432251
Batch :  245 / 261 , BCE in this minibatch:  8.602380752563477
Batch :  246 / 261 , BCE in this minibatch:  7.184091091156006
Batch :  247 / 261 , BCE in this minibatch:  8.754450798034668
Batch :  248 / 261 , BCE in this minibatch:  5.975732326507568
Batch :  249 / 261 , BCE in this minibatch:  9.131768226623535
Batch :  250 / 261 , BCE in this minibatch:  7.099826335906982
Batch :  251 / 261 , BCE in this minibatch:  5.273114204406738
Batch :  252 / 261 , BCE in this minibatch:  11.54455852508545
Batch :  253 / 261 , BCE in this minibatch:  12.63807487487793
Batch :  254 / 261 , BCE in this minibatch:  13.400115013122559
Batch :  255 / 261 , BCE in this minibatch:  7.003227233886719
Batch :  256 / 261 , BCE in this minibatch:  10.084578514099121
Batch :  257 / 261 , BCE in this minibatch:  10.642353057861328
Batch :  258 / 261 , BCE in this minibatch:  8.253087997436523
Batch :  259 / 261 , BCE in this minibatch:  6.432262897491455
Batch :  260 / 261 , BCE in this minibatch:  4.999231338500977
Batch :  261 / 261 , BCE in this minibatch:  4.481503009796143
epoch: 33  train_loss: 7.592349541141612
Batch :  1 / 261 , BCE in this minibatch:  3.9444029331207275
Batch :  2 / 261 , BCE in this minibatch:  4.919090270996094
Batch :  3 / 261 , BCE in this minibatch:  4.913304805755615
Batch :  4 / 261 , BCE in this minibatch:  4.896923065185547
Batch :  5 / 261 , BCE in this minibatch:  5.567477226257324
Batch :  6 / 261 , BCE in this minibatch:  5.26644229888916
Batch :  7 / 261 , BCE in this minibatch:  5.596420764923096
Batch :  8 / 261 , BCE in this minibatch:  5.20884895324707
Batch :  9 / 261 , BCE in this minibatch:  4.37039041519165
Batch :  10 / 261 , BCE in this minibatch:  5.0110859870910645
Batch :  11 / 261 , BCE in this minibatch:  4.633096694946289
Batch :  12 / 261 , BCE in this minibatch:  4.824941635131836
Batch :  13 / 261 , BCE in this minibatch:  5.430314540863037
Batch :  14 / 261 , BCE in this minibatch:  5.425126075744629
Batch :  15 / 261 , BCE in this minibatch:  4.898780822753906
Batch :  16 / 261 , BCE in this minibatch:  5.123167514801025
Batch :  17 / 261 , BCE in this minibatch:  9.31307601928711
Batch :  18 / 261 , BCE in this minibatch:  5.111034393310547
Batch :  19 / 261 , BCE in this minibatch:  4.4767656326293945
Batch :  20 / 261 , BCE in this minibatch:  4.4761061668396
Batch :  21 / 261 , BCE in this minibatch:  4.253296375274658
Batch :  22 / 261 , BCE in this minibatch:  4.286114692687988
Batch :  23 / 261 , BCE in this minibatch:  4.0993547439575195
Batch :  24 / 261 , BCE in this minibatch:  5.390375137329102
Batch :  25 / 261 , BCE in this minibatch:  5.498839855194092
Batch :  26 / 261 , BCE in this minibatch:  5.0897674560546875
Batch :  27 / 261 , BCE in this minibatch:  3.779798746109009
Batch :  28 / 261 , BCE in this minibatch:  5.1487956047058105
Batch :  29 / 261 , BCE in this minibatch:  4.385375022888184
Batch :  30 / 261 , BCE in this minibatch:  5.560161590576172
Batch :  31 / 261 , BCE in this minibatch:  4.317915439605713
Batch :  32 / 261 , BCE in this minibatch:  4.54429292678833
Batch :  33 / 261 , BCE in this minibatch:  4.402188301086426
Batch :  34 / 261 , BCE in this minibatch:  3.6381330490112305
Batch :  35 / 261 , BCE in this minibatch:  6.801352024078369
Batch :  36 / 261 , BCE in this minibatch:  4.097184658050537
Batch :  37 / 261 , BCE in this minibatch:  4.109801292419434
Batch :  38 / 261 , BCE in this minibatch:  3.9169435501098633
Batch :  39 / 261 , BCE in this minibatch:  4.248683452606201
Batch :  40 / 261 , BCE in this minibatch:  5.458024501800537
Batch :  41 / 261 , BCE in this minibatch:  4.769795894622803
Batch :  42 / 261 , BCE in this minibatch:  6.437925338745117
Batch :  43 / 261 , BCE in this minibatch:  4.129761695861816
Batch :  44 / 261 , BCE in this minibatch:  5.784901142120361
Batch :  45 / 261 , BCE in this minibatch:  4.102294921875
Batch :  46 / 261 , BCE in this minibatch:  5.234612464904785
Batch :  47 / 261 , BCE in this minibatch:  8.604549407958984
Batch :  48 / 261 , BCE in this minibatch:  5.05367374420166
Batch :  49 / 261 , BCE in this minibatch:  4.820324420928955
Batch :  50 / 261 , BCE in this minibatch:  9.173519134521484
Batch :  51 / 261 , BCE in this minibatch:  5.240170478820801
Batch :  52 / 261 , BCE in this minibatch:  5.199074745178223
Batch :  53 / 261 , BCE in this minibatch:  4.7484636306762695
Batch :  54 / 261 , BCE in this minibatch:  7.074989318847656
Batch :  55 / 261 , BCE in this minibatch:  6.071859836578369
Batch :  56 / 261 , BCE in this minibatch:  6.234707355499268
Batch :  57 / 261 , BCE in this minibatch:  4.691353797912598
Batch :  58 / 261 , BCE in this minibatch:  8.910224914550781
Batch :  59 / 261 , BCE in this minibatch:  5.067359924316406
Batch :  60 / 261 , BCE in this minibatch:  5.685416221618652
Batch :  61 / 261 , BCE in this minibatch:  4.901741981506348
Batch :  62 / 261 , BCE in this minibatch:  4.387661933898926
Batch :  63 / 261 , BCE in this minibatch:  4.345015048980713
Batch :  64 / 261 , BCE in this minibatch:  3.8143107891082764
Batch :  65 / 261 , BCE in this minibatch:  5.596278190612793
Batch :  66 / 261 , BCE in this minibatch:  5.605910778045654
Batch :  67 / 261 , BCE in this minibatch:  7.6901469230651855
Batch :  68 / 261 , BCE in this minibatch:  4.758562088012695
Batch :  69 / 261 , BCE in this minibatch:  6.641296863555908
Batch :  70 / 261 , BCE in this minibatch:  15.943033218383789
Batch :  71 / 261 , BCE in this minibatch:  5.435703754425049
Batch :  72 / 261 , BCE in this minibatch:  5.239381790161133
Batch :  73 / 261 , BCE in this minibatch:  14.327106475830078
Batch :  74 / 261 , BCE in this minibatch:  14.69206428527832
Batch :  75 / 261 , BCE in this minibatch:  5.598513126373291
Batch :  76 / 261 , BCE in this minibatch:  5.31727933883667
Batch :  77 / 261 , BCE in this minibatch:  6.3588151931762695
Batch :  78 / 261 , BCE in this minibatch:  6.895875930786133
Batch :  79 / 261 , BCE in this minibatch:  4.714789390563965
Batch :  80 / 261 , BCE in this minibatch:  8.074983596801758
Batch :  81 / 261 , BCE in this minibatch:  6.474276065826416
Batch :  82 / 261 , BCE in this minibatch:  4.9488348960876465
Batch :  83 / 261 , BCE in this minibatch:  9.769379615783691
Batch :  84 / 261 , BCE in this minibatch:  5.54193115234375
Batch :  85 / 261 , BCE in this minibatch:  6.239267349243164
Batch :  86 / 261 , BCE in this minibatch:  7.73136043548584
Batch :  87 / 261 , BCE in this minibatch:  5.34923791885376
Batch :  88 / 261 , BCE in this minibatch:  6.4029459953308105
Batch :  89 / 261 , BCE in this minibatch:  5.041285991668701
Batch :  90 / 261 , BCE in this minibatch:  5.484685897827148
Batch :  91 / 261 , BCE in this minibatch:  4.301393508911133
Batch :  92 / 261 , BCE in this minibatch:  5.814582824707031
Batch :  93 / 261 , BCE in this minibatch:  8.580731391906738
Batch :  94 / 261 , BCE in this minibatch:  12.44662857055664
Batch :  95 / 261 , BCE in this minibatch:  9.02945327758789
Batch :  96 / 261 , BCE in this minibatch:  7.923801422119141
Batch :  97 / 261 , BCE in this minibatch:  10.162453651428223
Batch :  98 / 261 , BCE in this minibatch:  5.702290058135986
Batch :  99 / 261 , BCE in this minibatch:  7.391894340515137
Batch :  100 / 261 , BCE in this minibatch:  12.341789245605469
Batch :  101 / 261 , BCE in this minibatch:  5.2435712814331055
Batch :  102 / 261 , BCE in this minibatch:  4.906946659088135
Batch :  103 / 261 , BCE in this minibatch:  6.7940521240234375
Batch :  104 / 261 , BCE in this minibatch:  5.166415691375732
Batch :  105 / 261 , BCE in this minibatch:  9.313138961791992
Batch :  106 / 261 , BCE in this minibatch:  5.892051696777344
Batch :  107 / 261 , BCE in this minibatch:  6.059009075164795
Batch :  108 / 261 , BCE in this minibatch:  4.31227445602417
Batch :  109 / 261 , BCE in this minibatch:  6.404582977294922
Batch :  110 / 261 , BCE in this minibatch:  9.949706077575684
Batch :  111 / 261 , BCE in this minibatch:  5.731868743896484
Batch :  112 / 261 , BCE in this minibatch:  7.660957336425781
Batch :  113 / 261 , BCE in this minibatch:  8.180611610412598
Batch :  114 / 261 , BCE in this minibatch:  7.603118419647217
Batch :  115 / 261 , BCE in this minibatch:  7.696280479431152
Batch :  116 / 261 , BCE in this minibatch:  6.115859031677246
Batch :  117 / 261 , BCE in this minibatch:  8.379161834716797
Batch :  118 / 261 , BCE in this minibatch:  7.974310874938965
Batch :  119 / 261 , BCE in this minibatch:  7.399929523468018
Batch :  120 / 261 , BCE in this minibatch:  7.822598934173584
Batch :  121 / 261 , BCE in this minibatch:  5.46775484085083
Batch :  122 / 261 , BCE in this minibatch:  7.4774909019470215
Batch :  123 / 261 , BCE in this minibatch:  7.374147891998291
Batch :  124 / 261 , BCE in this minibatch:  4.433995723724365
Batch :  125 / 261 , BCE in this minibatch:  16.86847496032715
Batch :  126 / 261 , BCE in this minibatch:  6.2763214111328125
Batch :  127 / 261 , BCE in this minibatch:  4.4492692947387695
Batch :  128 / 261 , BCE in this minibatch:  7.217021465301514
Batch :  129 / 261 , BCE in this minibatch:  4.313904285430908
Batch :  130 / 261 , BCE in this minibatch:  15.243931770324707
Batch :  131 / 261 , BCE in this minibatch:  8.006082534790039
Batch :  132 / 261 , BCE in this minibatch:  7.720148086547852
Batch :  133 / 261 , BCE in this minibatch:  16.054689407348633
Batch :  134 / 261 , BCE in this minibatch:  8.34281063079834
Batch :  135 / 261 , BCE in this minibatch:  6.762998104095459
Batch :  136 / 261 , BCE in this minibatch:  5.134239196777344
Batch :  137 / 261 , BCE in this minibatch:  10.34616470336914
Batch :  138 / 261 , BCE in this minibatch:  8.79045581817627
Batch :  139 / 261 , BCE in this minibatch:  5.725818157196045
Batch :  140 / 261 , BCE in this minibatch:  4.62709903717041
Batch :  141 / 261 , BCE in this minibatch:  6.693830490112305
Batch :  142 / 261 , BCE in this minibatch:  7.831286430358887
Batch :  143 / 261 , BCE in this minibatch:  12.673181533813477
Batch :  144 / 261 , BCE in this minibatch:  8.461081504821777
Batch :  145 / 261 , BCE in this minibatch:  4.61476993560791
Batch :  146 / 261 , BCE in this minibatch:  7.52121114730835
Batch :  147 / 261 , BCE in this minibatch:  5.489487648010254
Batch :  148 / 261 , BCE in this minibatch:  6.034183025360107
Batch :  149 / 261 , BCE in this minibatch:  5.181076526641846
Batch :  150 / 261 , BCE in this minibatch:  5.227891445159912
Batch :  151 / 261 , BCE in this minibatch:  4.618408679962158
Batch :  152 / 261 , BCE in this minibatch:  7.3631768226623535
Batch :  153 / 261 , BCE in this minibatch:  5.786948204040527
Batch :  154 / 261 , BCE in this minibatch:  3.9259192943573
Batch :  155 / 261 , BCE in this minibatch:  3.5519776344299316
Batch :  156 / 261 , BCE in this minibatch:  7.910313129425049
Batch :  157 / 261 , BCE in this minibatch:  6.132268905639648
Batch :  158 / 261 , BCE in this minibatch:  13.486725807189941
Batch :  159 / 261 , BCE in this minibatch:  6.4684529304504395
Batch :  160 / 261 , BCE in this minibatch:  6.327133655548096
Batch :  161 / 261 , BCE in this minibatch:  9.082376480102539
Batch :  162 / 261 , BCE in this minibatch:  6.224188804626465
Batch :  163 / 261 , BCE in this minibatch:  6.698596000671387
Batch :  164 / 261 , BCE in this minibatch:  12.850258827209473
Batch :  165 / 261 , BCE in this minibatch:  6.586383819580078
Batch :  166 / 261 , BCE in this minibatch:  15.51655101776123
Batch :  167 / 261 , BCE in this minibatch:  9.868940353393555
Batch :  168 / 261 , BCE in this minibatch:  10.710810661315918
Batch :  169 / 261 , BCE in this minibatch:  12.398552894592285
Batch :  170 / 261 , BCE in this minibatch:  13.611029624938965
Batch :  171 / 261 , BCE in this minibatch:  33.4635124206543
Batch :  172 / 261 , BCE in this minibatch:  34.5291633605957
Batch :  173 / 261 , BCE in this minibatch:  12.430562973022461
Batch :  174 / 261 , BCE in this minibatch:  7.476992130279541
Batch :  175 / 261 , BCE in this minibatch:  6.192882061004639
Batch :  176 / 261 , BCE in this minibatch:  7.1284589767456055
Batch :  177 / 261 , BCE in this minibatch:  6.9913506507873535
Batch :  178 / 261 , BCE in this minibatch:  8.202393531799316
Batch :  179 / 261 , BCE in this minibatch:  7.5193986892700195
Batch :  180 / 261 , BCE in this minibatch:  7.5940842628479
Batch :  181 / 261 , BCE in this minibatch:  7.490291595458984
Batch :  182 / 261 , BCE in this minibatch:  5.945138931274414
Batch :  183 / 261 , BCE in this minibatch:  7.299905300140381
Batch :  184 / 261 , BCE in this minibatch:  11.882367134094238
Batch :  185 / 261 , BCE in this minibatch:  6.230766296386719
Batch :  186 / 261 , BCE in this minibatch:  12.789644241333008
Batch :  187 / 261 , BCE in this minibatch:  5.742124080657959
Batch :  188 / 261 , BCE in this minibatch:  6.6818647384643555
Batch :  189 / 261 , BCE in this minibatch:  5.658674240112305
Batch :  190 / 261 , BCE in this minibatch:  8.351153373718262
Batch :  191 / 261 , BCE in this minibatch:  11.479154586791992
Batch :  192 / 261 , BCE in this minibatch:  7.804027557373047
Batch :  193 / 261 , BCE in this minibatch:  8.277645111083984
Batch :  194 / 261 , BCE in this minibatch:  8.11303997039795
Batch :  195 / 261 , BCE in this minibatch:  5.077641487121582
Batch :  196 / 261 , BCE in this minibatch:  6.136547088623047
Batch :  197 / 261 , BCE in this minibatch:  5.992597579956055
Batch :  198 / 261 , BCE in this minibatch:  9.465357780456543
Batch :  199 / 261 , BCE in this minibatch:  6.963863849639893
Batch :  200 / 261 , BCE in this minibatch:  11.957504272460938
Batch :  201 / 261 , BCE in this minibatch:  9.533605575561523
Batch :  202 / 261 , BCE in this minibatch:  10.972142219543457
Batch :  203 / 261 , BCE in this minibatch:  8.42428970336914
Batch :  204 / 261 , BCE in this minibatch:  7.2160234451293945
Batch :  205 / 261 , BCE in this minibatch:  7.017693996429443
Batch :  206 / 261 , BCE in this minibatch:  7.66751766204834
Batch :  207 / 261 , BCE in this minibatch:  7.51735782623291
Batch :  208 / 261 , BCE in this minibatch:  6.107938289642334
Batch :  209 / 261 , BCE in this minibatch:  7.749303340911865
Batch :  210 / 261 , BCE in this minibatch:  19.054590225219727
Batch :  211 / 261 , BCE in this minibatch:  22.876190185546875
Batch :  212 / 261 , BCE in this minibatch:  11.282155990600586
Batch :  213 / 261 , BCE in this minibatch:  17.929357528686523
Batch :  214 / 261 , BCE in this minibatch:  12.7521390914917
Batch :  215 / 261 , BCE in this minibatch:  4.904755592346191
Batch :  216 / 261 , BCE in this minibatch:  4.5600972175598145
Batch :  217 / 261 , BCE in this minibatch:  4.502749919891357
Batch :  218 / 261 , BCE in this minibatch:  6.710856914520264
Batch :  219 / 261 , BCE in this minibatch:  7.16782808303833
Batch :  220 / 261 , BCE in this minibatch:  15.436134338378906
Batch :  221 / 261 , BCE in this minibatch:  8.950761795043945
Batch :  222 / 261 , BCE in this minibatch:  8.580568313598633
Batch :  223 / 261 , BCE in this minibatch:  5.625097274780273
Batch :  224 / 261 , BCE in this minibatch:  15.822819709777832
Batch :  225 / 261 , BCE in this minibatch:  27.191415786743164
Batch :  226 / 261 , BCE in this minibatch:  10.502859115600586
Batch :  227 / 261 , BCE in this minibatch:  6.308791637420654
Batch :  228 / 261 , BCE in this minibatch:  8.899101257324219
Batch :  229 / 261 , BCE in this minibatch:  8.200155258178711
Batch :  230 / 261 , BCE in this minibatch:  7.901919841766357
Batch :  231 / 261 , BCE in this minibatch:  9.156933784484863
Batch :  232 / 261 , BCE in this minibatch:  8.088105201721191
Batch :  233 / 261 , BCE in this minibatch:  8.680253982543945
Batch :  234 / 261 , BCE in this minibatch:  6.655390739440918
Batch :  235 / 261 , BCE in this minibatch:  8.750052452087402
Batch :  236 / 261 , BCE in this minibatch:  7.199080467224121
Batch :  237 / 261 , BCE in this minibatch:  6.0745344161987305
Batch :  238 / 261 , BCE in this minibatch:  7.613183498382568
Batch :  239 / 261 , BCE in this minibatch:  6.233389854431152
Batch :  240 / 261 , BCE in this minibatch:  7.734725475311279
Batch :  241 / 261 , BCE in this minibatch:  6.095897197723389
Batch :  242 / 261 , BCE in this minibatch:  5.445958614349365
Batch :  243 / 261 , BCE in this minibatch:  4.654803276062012
Batch :  244 / 261 , BCE in this minibatch:  5.814202308654785
Batch :  245 / 261 , BCE in this minibatch:  8.602012634277344
Batch :  246 / 261 , BCE in this minibatch:  7.133273601531982
Batch :  247 / 261 , BCE in this minibatch:  8.682944297790527
Batch :  248 / 261 , BCE in this minibatch:  5.923798084259033
Batch :  249 / 261 , BCE in this minibatch:  9.099278450012207
Batch :  250 / 261 , BCE in this minibatch:  7.07240104675293
Batch :  251 / 261 , BCE in this minibatch:  5.2534966468811035
Batch :  252 / 261 , BCE in this minibatch:  11.470195770263672
Batch :  253 / 261 , BCE in this minibatch:  12.642658233642578
Batch :  254 / 261 , BCE in this minibatch:  13.333393096923828
Batch :  255 / 261 , BCE in this minibatch:  6.98995304107666
Batch :  256 / 261 , BCE in this minibatch:  10.134589195251465
Batch :  257 / 261 , BCE in this minibatch:  10.606456756591797
Batch :  258 / 261 , BCE in this minibatch:  8.235719680786133
Batch :  259 / 261 , BCE in this minibatch:  6.395869731903076
Batch :  260 / 261 , BCE in this minibatch:  5.023536682128906
Batch :  261 / 261 , BCE in this minibatch:  4.442988395690918
epoch: 34  train_loss: 7.571051902697918
Batch :  1 / 261 , BCE in this minibatch:  3.9505913257598877
Batch :  2 / 261 , BCE in this minibatch:  4.914083003997803
Batch :  3 / 261 , BCE in this minibatch:  4.903643608093262
Batch :  4 / 261 , BCE in this minibatch:  4.905849456787109
Batch :  5 / 261 , BCE in this minibatch:  5.550251007080078
Batch :  6 / 261 , BCE in this minibatch:  5.266274929046631
Batch :  7 / 261 , BCE in this minibatch:  5.642885684967041
Batch :  8 / 261 , BCE in this minibatch:  5.193720817565918
Batch :  9 / 261 , BCE in this minibatch:  4.335206031799316
Batch :  10 / 261 , BCE in this minibatch:  4.97238302230835
Batch :  11 / 261 , BCE in this minibatch:  4.6828083992004395
Batch :  12 / 261 , BCE in this minibatch:  4.77297306060791
Batch :  13 / 261 , BCE in this minibatch:  5.410674571990967
Batch :  14 / 261 , BCE in this minibatch:  5.39407205581665
Batch :  15 / 261 , BCE in this minibatch:  4.894564628601074
Batch :  16 / 261 , BCE in this minibatch:  5.080717086791992
Batch :  17 / 261 , BCE in this minibatch:  9.295392990112305
Batch :  18 / 261 , BCE in this minibatch:  5.124057769775391
Batch :  19 / 261 , BCE in this minibatch:  4.4967474937438965
Batch :  20 / 261 , BCE in this minibatch:  4.459627151489258
Batch :  21 / 261 , BCE in this minibatch:  4.289013862609863
Batch :  22 / 261 , BCE in this minibatch:  4.3043904304504395
Batch :  23 / 261 , BCE in this minibatch:  4.127566337585449
Batch :  24 / 261 , BCE in this minibatch:  5.418168544769287
Batch :  25 / 261 , BCE in this minibatch:  5.5087666511535645
Batch :  26 / 261 , BCE in this minibatch:  5.11437463760376
Batch :  27 / 261 , BCE in this minibatch:  3.749107837677002
Batch :  28 / 261 , BCE in this minibatch:  5.136501312255859
Batch :  29 / 261 , BCE in this minibatch:  4.349503040313721
Batch :  30 / 261 , BCE in this minibatch:  5.5609893798828125
Batch :  31 / 261 , BCE in this minibatch:  4.34724235534668
Batch :  32 / 261 , BCE in this minibatch:  4.528870582580566
Batch :  33 / 261 , BCE in this minibatch:  4.372082710266113
Batch :  34 / 261 , BCE in this minibatch:  3.624541759490967
Batch :  35 / 261 , BCE in this minibatch:  6.840461730957031
Batch :  36 / 261 , BCE in this minibatch:  4.127687454223633
Batch :  37 / 261 , BCE in this minibatch:  4.153765678405762
Batch :  38 / 261 , BCE in this minibatch:  3.89020037651062
Batch :  39 / 261 , BCE in this minibatch:  4.238930702209473
Batch :  40 / 261 , BCE in this minibatch:  5.427765369415283
Batch :  41 / 261 , BCE in this minibatch:  4.778489112854004
Batch :  42 / 261 , BCE in this minibatch:  6.4393696784973145
Batch :  43 / 261 , BCE in this minibatch:  4.153810977935791
Batch :  44 / 261 , BCE in this minibatch:  5.7595953941345215
Batch :  45 / 261 , BCE in this minibatch:  4.123826026916504
Batch :  46 / 261 , BCE in this minibatch:  5.231654167175293
Batch :  47 / 261 , BCE in this minibatch:  8.599233627319336
Batch :  48 / 261 , BCE in this minibatch:  5.0368332862854
Batch :  49 / 261 , BCE in this minibatch:  4.810986042022705
Batch :  50 / 261 , BCE in this minibatch:  9.108438491821289
Batch :  51 / 261 , BCE in this minibatch:  5.226846218109131
Batch :  52 / 261 , BCE in this minibatch:  5.1763224601745605
Batch :  53 / 261 , BCE in this minibatch:  4.775318622589111
Batch :  54 / 261 , BCE in this minibatch:  7.053842544555664
Batch :  55 / 261 , BCE in this minibatch:  6.059054374694824
Batch :  56 / 261 , BCE in this minibatch:  6.202387809753418
Batch :  57 / 261 , BCE in this minibatch:  4.682921409606934
Batch :  58 / 261 , BCE in this minibatch:  8.879599571228027
Batch :  59 / 261 , BCE in this minibatch:  5.0575737953186035
Batch :  60 / 261 , BCE in this minibatch:  5.6610870361328125
Batch :  61 / 261 , BCE in this minibatch:  4.870815277099609
Batch :  62 / 261 , BCE in this minibatch:  4.398849010467529
Batch :  63 / 261 , BCE in this minibatch:  4.320158958435059
Batch :  64 / 261 , BCE in this minibatch:  3.8364312648773193
Batch :  65 / 261 , BCE in this minibatch:  5.605421543121338
Batch :  66 / 261 , BCE in this minibatch:  5.60198974609375
Batch :  67 / 261 , BCE in this minibatch:  7.657358169555664
Batch :  68 / 261 , BCE in this minibatch:  4.740522861480713
Batch :  69 / 261 , BCE in this minibatch:  6.624942302703857
Batch :  70 / 261 , BCE in this minibatch:  15.922986030578613
Batch :  71 / 261 , BCE in this minibatch:  5.459380626678467
Batch :  72 / 261 , BCE in this minibatch:  5.241026401519775
Batch :  73 / 261 , BCE in this minibatch:  14.268681526184082
Batch :  74 / 261 , BCE in this minibatch:  14.664648056030273
Batch :  75 / 261 , BCE in this minibatch:  5.611720085144043
Batch :  76 / 261 , BCE in this minibatch:  5.316537857055664
Batch :  77 / 261 , BCE in this minibatch:  6.362694263458252
Batch :  78 / 261 , BCE in this minibatch:  6.8906073570251465
Batch :  79 / 261 , BCE in this minibatch:  4.721978187561035
Batch :  80 / 261 , BCE in this minibatch:  8.037924766540527
Batch :  81 / 261 , BCE in this minibatch:  6.442134857177734
Batch :  82 / 261 , BCE in this minibatch:  4.91995906829834
Batch :  83 / 261 , BCE in this minibatch:  9.78780460357666
Batch :  84 / 261 , BCE in this minibatch:  5.527238845825195
Batch :  85 / 261 , BCE in this minibatch:  6.224336624145508
Batch :  86 / 261 , BCE in this minibatch:  7.698764324188232
Batch :  87 / 261 , BCE in this minibatch:  5.309840679168701
Batch :  88 / 261 , BCE in this minibatch:  6.369617462158203
Batch :  89 / 261 , BCE in this minibatch:  5.017458438873291
Batch :  90 / 261 , BCE in this minibatch:  5.4828057289123535
Batch :  91 / 261 , BCE in this minibatch:  4.305356025695801
Batch :  92 / 261 , BCE in this minibatch:  5.841993808746338
Batch :  93 / 261 , BCE in this minibatch:  8.532748222351074
Batch :  94 / 261 , BCE in this minibatch:  12.371291160583496
Batch :  95 / 261 , BCE in this minibatch:  8.971067428588867
Batch :  96 / 261 , BCE in this minibatch:  7.896178245544434
Batch :  97 / 261 , BCE in this minibatch:  10.125876426696777
Batch :  98 / 261 , BCE in this minibatch:  5.7547173500061035
Batch :  99 / 261 , BCE in this minibatch:  7.382857322692871
Batch :  100 / 261 , BCE in this minibatch:  12.320940971374512
Batch :  101 / 261 , BCE in this minibatch:  5.244375705718994
Batch :  102 / 261 , BCE in this minibatch:  4.937027454376221
Batch :  103 / 261 , BCE in this minibatch:  6.779813766479492
Batch :  104 / 261 , BCE in this minibatch:  5.172080039978027
Batch :  105 / 261 , BCE in this minibatch:  9.287605285644531
Batch :  106 / 261 , BCE in this minibatch:  5.835090637207031
Batch :  107 / 261 , BCE in this minibatch:  6.035793304443359
Batch :  108 / 261 , BCE in this minibatch:  4.310994625091553
Batch :  109 / 261 , BCE in this minibatch:  6.401643753051758
Batch :  110 / 261 , BCE in this minibatch:  9.953141212463379
Batch :  111 / 261 , BCE in this minibatch:  5.703851699829102
Batch :  112 / 261 , BCE in this minibatch:  7.606826305389404
Batch :  113 / 261 , BCE in this minibatch:  8.133415222167969
Batch :  114 / 261 , BCE in this minibatch:  7.532415390014648
Batch :  115 / 261 , BCE in this minibatch:  7.6273064613342285
Batch :  116 / 261 , BCE in this minibatch:  6.110063552856445
Batch :  117 / 261 , BCE in this minibatch:  8.372737884521484
Batch :  118 / 261 , BCE in this minibatch:  7.9762749671936035
Batch :  119 / 261 , BCE in this minibatch:  7.43008279800415
Batch :  120 / 261 , BCE in this minibatch:  7.768778324127197
Batch :  121 / 261 , BCE in this minibatch:  5.4295759201049805
Batch :  122 / 261 , BCE in this minibatch:  7.462744235992432
Batch :  123 / 261 , BCE in this minibatch:  7.395947456359863
Batch :  124 / 261 , BCE in this minibatch:  4.422194004058838
Batch :  125 / 261 , BCE in this minibatch:  16.846925735473633
Batch :  126 / 261 , BCE in this minibatch:  6.283928394317627
Batch :  127 / 261 , BCE in this minibatch:  4.432875633239746
Batch :  128 / 261 , BCE in this minibatch:  7.181869983673096
Batch :  129 / 261 , BCE in this minibatch:  4.284487247467041
Batch :  130 / 261 , BCE in this minibatch:  15.195077896118164
Batch :  131 / 261 , BCE in this minibatch:  8.002167701721191
Batch :  132 / 261 , BCE in this minibatch:  7.646665096282959
Batch :  133 / 261 , BCE in this minibatch:  16.061010360717773
Batch :  134 / 261 , BCE in this minibatch:  8.367341995239258
Batch :  135 / 261 , BCE in this minibatch:  6.765552997589111
Batch :  136 / 261 , BCE in this minibatch:  5.102479934692383
Batch :  137 / 261 , BCE in this minibatch:  10.259711265563965
Batch :  138 / 261 , BCE in this minibatch:  8.739391326904297
Batch :  139 / 261 , BCE in this minibatch:  5.716344833374023
Batch :  140 / 261 , BCE in this minibatch:  4.610722541809082
Batch :  141 / 261 , BCE in this minibatch:  6.723224639892578
Batch :  142 / 261 , BCE in this minibatch:  7.776637554168701
Batch :  143 / 261 , BCE in this minibatch:  12.699474334716797
Batch :  144 / 261 , BCE in this minibatch:  8.387724876403809
Batch :  145 / 261 , BCE in this minibatch:  4.603461742401123
Batch :  146 / 261 , BCE in this minibatch:  7.534982204437256
Batch :  147 / 261 , BCE in this minibatch:  5.474836349487305
Batch :  148 / 261 , BCE in this minibatch:  6.013188362121582
Batch :  149 / 261 , BCE in this minibatch:  5.217557430267334
Batch :  150 / 261 , BCE in this minibatch:  5.196728706359863
Batch :  151 / 261 , BCE in this minibatch:  4.635218620300293
Batch :  152 / 261 , BCE in this minibatch:  7.347002029418945
Batch :  153 / 261 , BCE in this minibatch:  5.765877723693848
Batch :  154 / 261 , BCE in this minibatch:  3.892286539077759
Batch :  155 / 261 , BCE in this minibatch:  3.6049532890319824
Batch :  156 / 261 , BCE in this minibatch:  7.860719203948975
Batch :  157 / 261 , BCE in this minibatch:  6.1437249183654785
Batch :  158 / 261 , BCE in this minibatch:  13.421271324157715
Batch :  159 / 261 , BCE in this minibatch:  6.467956066131592
Batch :  160 / 261 , BCE in this minibatch:  6.344326019287109
Batch :  161 / 261 , BCE in this minibatch:  9.024209022521973
Batch :  162 / 261 , BCE in this minibatch:  6.199104309082031
Batch :  163 / 261 , BCE in this minibatch:  6.701549530029297
Batch :  164 / 261 , BCE in this minibatch:  12.836601257324219
Batch :  165 / 261 , BCE in this minibatch:  6.558126926422119
Batch :  166 / 261 , BCE in this minibatch:  15.527286529541016
Batch :  167 / 261 , BCE in this minibatch:  9.84399127960205
Batch :  168 / 261 , BCE in this minibatch:  10.685949325561523
Batch :  169 / 261 , BCE in this minibatch:  12.383113861083984
Batch :  170 / 261 , BCE in this minibatch:  13.560699462890625
Batch :  171 / 261 , BCE in this minibatch:  33.459129333496094
Batch :  172 / 261 , BCE in this minibatch:  34.41899871826172
Batch :  173 / 261 , BCE in this minibatch:  12.287945747375488
Batch :  174 / 261 , BCE in this minibatch:  7.431998252868652
Batch :  175 / 261 , BCE in this minibatch:  6.170124053955078
Batch :  176 / 261 , BCE in this minibatch:  7.120990753173828
Batch :  177 / 261 , BCE in this minibatch:  7.011371612548828
Batch :  178 / 261 , BCE in this minibatch:  8.131958961486816
Batch :  179 / 261 , BCE in this minibatch:  7.533365726470947
Batch :  180 / 261 , BCE in this minibatch:  7.606546878814697
Batch :  181 / 261 , BCE in this minibatch:  7.427572727203369
Batch :  182 / 261 , BCE in this minibatch:  5.872314453125
Batch :  183 / 261 , BCE in this minibatch:  7.202911853790283
Batch :  184 / 261 , BCE in this minibatch:  11.883829116821289
Batch :  185 / 261 , BCE in this minibatch:  6.208107948303223
Batch :  186 / 261 , BCE in this minibatch:  12.714906692504883
Batch :  187 / 261 , BCE in this minibatch:  5.730856418609619
Batch :  188 / 261 , BCE in this minibatch:  6.644296169281006
Batch :  189 / 261 , BCE in this minibatch:  5.6183905601501465
Batch :  190 / 261 , BCE in this minibatch:  8.350021362304688
Batch :  191 / 261 , BCE in this minibatch:  11.427579879760742
Batch :  192 / 261 , BCE in this minibatch:  7.745400428771973
Batch :  193 / 261 , BCE in this minibatch:  8.259598731994629
Batch :  194 / 261 , BCE in this minibatch:  8.071707725524902
Batch :  195 / 261 , BCE in this minibatch:  5.010044574737549
Batch :  196 / 261 , BCE in this minibatch:  6.031745433807373
Batch :  197 / 261 , BCE in this minibatch:  5.968005657196045
Batch :  198 / 261 , BCE in this minibatch:  9.401355743408203
Batch :  199 / 261 , BCE in this minibatch:  6.933472633361816
Batch :  200 / 261 , BCE in this minibatch:  11.887409210205078
Batch :  201 / 261 , BCE in this minibatch:  9.518980026245117
Batch :  202 / 261 , BCE in this minibatch:  10.91334056854248
Batch :  203 / 261 , BCE in this minibatch:  8.42456340789795
Batch :  204 / 261 , BCE in this minibatch:  7.267460823059082
Batch :  205 / 261 , BCE in this minibatch:  6.982529163360596
Batch :  206 / 261 , BCE in this minibatch:  7.642155170440674
Batch :  207 / 261 , BCE in this minibatch:  7.500487327575684
Batch :  208 / 261 , BCE in this minibatch:  6.073246002197266
Batch :  209 / 261 , BCE in this minibatch:  7.739380836486816
Batch :  210 / 261 , BCE in this minibatch:  19.074594497680664
Batch :  211 / 261 , BCE in this minibatch:  22.797889709472656
Batch :  212 / 261 , BCE in this minibatch:  11.241609573364258
Batch :  213 / 261 , BCE in this minibatch:  17.838037490844727
Batch :  214 / 261 , BCE in this minibatch:  12.774237632751465
Batch :  215 / 261 , BCE in this minibatch:  4.8754119873046875
Batch :  216 / 261 , BCE in this minibatch:  4.529463291168213
Batch :  217 / 261 , BCE in this minibatch:  4.515220642089844
Batch :  218 / 261 , BCE in this minibatch:  6.677518367767334
Batch :  219 / 261 , BCE in this minibatch:  7.100164413452148
Batch :  220 / 261 , BCE in this minibatch:  15.355057716369629
Batch :  221 / 261 , BCE in this minibatch:  8.92939281463623
Batch :  222 / 261 , BCE in this minibatch:  8.541412353515625
Batch :  223 / 261 , BCE in this minibatch:  5.631267547607422
Batch :  224 / 261 , BCE in this minibatch:  15.750288009643555
Batch :  225 / 261 , BCE in this minibatch:  27.078567504882812
Batch :  226 / 261 , BCE in this minibatch:  10.470619201660156
Batch :  227 / 261 , BCE in this minibatch:  6.312255859375
Batch :  228 / 261 , BCE in this minibatch:  8.868437767028809
Batch :  229 / 261 , BCE in this minibatch:  8.219454765319824
Batch :  230 / 261 , BCE in this minibatch:  7.922118186950684
Batch :  231 / 261 , BCE in this minibatch:  9.093332290649414
Batch :  232 / 261 , BCE in this minibatch:  8.154962539672852
Batch :  233 / 261 , BCE in this minibatch:  8.643036842346191
Batch :  234 / 261 , BCE in this minibatch:  6.645105361938477
Batch :  235 / 261 , BCE in this minibatch:  8.752703666687012
Batch :  236 / 261 , BCE in this minibatch:  7.153820514678955
Batch :  237 / 261 , BCE in this minibatch:  6.0404486656188965
Batch :  238 / 261 , BCE in this minibatch:  7.616727828979492
Batch :  239 / 261 , BCE in this minibatch:  6.235342979431152
Batch :  240 / 261 , BCE in this minibatch:  7.750044345855713
Batch :  241 / 261 , BCE in this minibatch:  6.036807537078857
Batch :  242 / 261 , BCE in this minibatch:  5.422754764556885
Batch :  243 / 261 , BCE in this minibatch:  4.588983058929443
Batch :  244 / 261 , BCE in this minibatch:  5.808614730834961
Batch :  245 / 261 , BCE in this minibatch:  8.517580032348633
Batch :  246 / 261 , BCE in this minibatch:  7.113402843475342
Batch :  247 / 261 , BCE in this minibatch:  8.684205055236816
Batch :  248 / 261 , BCE in this minibatch:  5.921397686004639
Batch :  249 / 261 , BCE in this minibatch:  9.06263256072998
Batch :  250 / 261 , BCE in this minibatch:  6.985566139221191
Batch :  251 / 261 , BCE in this minibatch:  5.165372848510742
Batch :  252 / 261 , BCE in this minibatch:  11.429402351379395
Batch :  253 / 261 , BCE in this minibatch:  12.582512855529785
Batch :  254 / 261 , BCE in this minibatch:  13.296542167663574
Batch :  255 / 261 , BCE in this minibatch:  6.964908599853516
Batch :  256 / 261 , BCE in this minibatch:  9.99267864227295
Batch :  257 / 261 , BCE in this minibatch:  10.564292907714844
Batch :  258 / 261 , BCE in this minibatch:  8.205756187438965
Batch :  259 / 261 , BCE in this minibatch:  6.3741278648376465
Batch :  260 / 261 , BCE in this minibatch:  4.991931915283203
Batch :  261 / 261 , BCE in this minibatch:  4.4839768409729
epoch: 35  train_loss: 7.551247189328132
Batch :  1 / 261 , BCE in this minibatch:  3.934568166732788
Batch :  2 / 261 , BCE in this minibatch:  4.912606239318848
Batch :  3 / 261 , BCE in this minibatch:  4.87412166595459
Batch :  4 / 261 , BCE in this minibatch:  4.844759941101074
Batch :  5 / 261 , BCE in this minibatch:  5.5582275390625
Batch :  6 / 261 , BCE in this minibatch:  5.253781795501709
Batch :  7 / 261 , BCE in this minibatch:  5.624959468841553
Batch :  8 / 261 , BCE in this minibatch:  5.200891971588135
Batch :  9 / 261 , BCE in this minibatch:  4.337418556213379
Batch :  10 / 261 , BCE in this minibatch:  4.980713367462158
Batch :  11 / 261 , BCE in this minibatch:  4.669305801391602
Batch :  12 / 261 , BCE in this minibatch:  4.788937091827393
Batch :  13 / 261 , BCE in this minibatch:  5.4390130043029785
Batch :  14 / 261 , BCE in this minibatch:  5.352391242980957
Batch :  15 / 261 , BCE in this minibatch:  4.863466262817383
Batch :  16 / 261 , BCE in this minibatch:  5.0793938636779785
Batch :  17 / 261 , BCE in this minibatch:  9.28306770324707
Batch :  18 / 261 , BCE in this minibatch:  5.086849689483643
Batch :  19 / 261 , BCE in this minibatch:  4.489412784576416
Batch :  20 / 261 , BCE in this minibatch:  4.455670356750488
Batch :  21 / 261 , BCE in this minibatch:  4.302363872528076
Batch :  22 / 261 , BCE in this minibatch:  4.262855052947998
Batch :  23 / 261 , BCE in this minibatch:  4.088705062866211
Batch :  24 / 261 , BCE in this minibatch:  5.450496673583984
Batch :  25 / 261 , BCE in this minibatch:  5.474953651428223
Batch :  26 / 261 , BCE in this minibatch:  5.082761764526367
Batch :  27 / 261 , BCE in this minibatch:  3.7630972862243652
Batch :  28 / 261 , BCE in this minibatch:  5.1143412590026855
Batch :  29 / 261 , BCE in this minibatch:  4.307701587677002
Batch :  30 / 261 , BCE in this minibatch:  5.5724568367004395
Batch :  31 / 261 , BCE in this minibatch:  4.316543102264404
Batch :  32 / 261 , BCE in this minibatch:  4.528566360473633
Batch :  33 / 261 , BCE in this minibatch:  4.3812642097473145
Batch :  34 / 261 , BCE in this minibatch:  3.6042072772979736
Batch :  35 / 261 , BCE in this minibatch:  6.788183689117432
Batch :  36 / 261 , BCE in this minibatch:  4.1127705574035645
Batch :  37 / 261 , BCE in this minibatch:  4.0818867683410645
Batch :  38 / 261 , BCE in this minibatch:  3.9005298614501953
Batch :  39 / 261 , BCE in this minibatch:  4.225340843200684
Batch :  40 / 261 , BCE in this minibatch:  5.437868118286133
Batch :  41 / 261 , BCE in this minibatch:  4.776432514190674
Batch :  42 / 261 , BCE in this minibatch:  6.411634922027588
Batch :  43 / 261 , BCE in this minibatch:  4.140252113342285
Batch :  44 / 261 , BCE in this minibatch:  5.743791103363037
Batch :  45 / 261 , BCE in this minibatch:  4.115268707275391
Batch :  46 / 261 , BCE in this minibatch:  5.198622703552246
Batch :  47 / 261 , BCE in this minibatch:  8.585158348083496
Batch :  48 / 261 , BCE in this minibatch:  5.049010753631592
Batch :  49 / 261 , BCE in this minibatch:  4.81752872467041
Batch :  50 / 261 , BCE in this minibatch:  9.08853816986084
Batch :  51 / 261 , BCE in this minibatch:  5.182051658630371
Batch :  52 / 261 , BCE in this minibatch:  5.173551559448242
Batch :  53 / 261 , BCE in this minibatch:  4.738646030426025
Batch :  54 / 261 , BCE in this minibatch:  7.0749335289001465
Batch :  55 / 261 , BCE in this minibatch:  6.066708087921143
Batch :  56 / 261 , BCE in this minibatch:  6.187796115875244
Batch :  57 / 261 , BCE in this minibatch:  4.671421527862549
Batch :  58 / 261 , BCE in this minibatch:  8.897823333740234
Batch :  59 / 261 , BCE in this minibatch:  5.050416946411133
Batch :  60 / 261 , BCE in this minibatch:  5.687072277069092
Batch :  61 / 261 , BCE in this minibatch:  4.891053676605225
Batch :  62 / 261 , BCE in this minibatch:  4.34549617767334
Batch :  63 / 261 , BCE in this minibatch:  4.299071311950684
Batch :  64 / 261 , BCE in this minibatch:  3.822197675704956
Batch :  65 / 261 , BCE in this minibatch:  5.60264253616333
Batch :  66 / 261 , BCE in this minibatch:  5.563964366912842
Batch :  67 / 261 , BCE in this minibatch:  7.643362522125244
Batch :  68 / 261 , BCE in this minibatch:  4.745569229125977
Batch :  69 / 261 , BCE in this minibatch:  6.612822532653809
Batch :  70 / 261 , BCE in this minibatch:  15.810531616210938
Batch :  71 / 261 , BCE in this minibatch:  5.419854164123535
Batch :  72 / 261 , BCE in this minibatch:  5.221003532409668
Batch :  73 / 261 , BCE in this minibatch:  14.282783508300781
Batch :  74 / 261 , BCE in this minibatch:  14.650545120239258
Batch :  75 / 261 , BCE in this minibatch:  5.593171119689941
Batch :  76 / 261 , BCE in this minibatch:  5.26524019241333
Batch :  77 / 261 , BCE in this minibatch:  6.322015762329102
Batch :  78 / 261 , BCE in this minibatch:  6.915305137634277
Batch :  79 / 261 , BCE in this minibatch:  4.72947359085083
Batch :  80 / 261 , BCE in this minibatch:  8.018148422241211
Batch :  81 / 261 , BCE in this minibatch:  6.457601547241211
Batch :  82 / 261 , BCE in this minibatch:  4.875314712524414
Batch :  83 / 261 , BCE in this minibatch:  9.780500411987305
Batch :  84 / 261 , BCE in this minibatch:  5.527246952056885
Batch :  85 / 261 , BCE in this minibatch:  6.229968070983887
Batch :  86 / 261 , BCE in this minibatch:  7.693451881408691
Batch :  87 / 261 , BCE in this minibatch:  5.308717250823975
Batch :  88 / 261 , BCE in this minibatch:  6.3440165519714355
Batch :  89 / 261 , BCE in this minibatch:  5.025372505187988
Batch :  90 / 261 , BCE in this minibatch:  5.43691349029541
Batch :  91 / 261 , BCE in this minibatch:  4.28792667388916
Batch :  92 / 261 , BCE in this minibatch:  5.831737041473389
Batch :  93 / 261 , BCE in this minibatch:  8.494818687438965
Batch :  94 / 261 , BCE in this minibatch:  12.338244438171387
Batch :  95 / 261 , BCE in this minibatch:  8.939741134643555
Batch :  96 / 261 , BCE in this minibatch:  7.913840293884277
Batch :  97 / 261 , BCE in this minibatch:  10.104994773864746
Batch :  98 / 261 , BCE in this minibatch:  5.717634677886963
Batch :  99 / 261 , BCE in this minibatch:  7.332439422607422
Batch :  100 / 261 , BCE in this minibatch:  12.255363464355469
Batch :  101 / 261 , BCE in this minibatch:  5.241076469421387
Batch :  102 / 261 , BCE in this minibatch:  4.867448329925537
Batch :  103 / 261 , BCE in this minibatch:  6.780703067779541
Batch :  104 / 261 , BCE in this minibatch:  5.175630569458008
Batch :  105 / 261 , BCE in this minibatch:  9.329977989196777
Batch :  106 / 261 , BCE in this minibatch:  5.826742172241211
Batch :  107 / 261 , BCE in this minibatch:  6.079836368560791
Batch :  108 / 261 , BCE in this minibatch:  4.305694103240967
Batch :  109 / 261 , BCE in this minibatch:  6.35962438583374
Batch :  110 / 261 , BCE in this minibatch:  9.962446212768555
Batch :  111 / 261 , BCE in this minibatch:  5.679978847503662
Batch :  112 / 261 , BCE in this minibatch:  7.599165439605713
Batch :  113 / 261 , BCE in this minibatch:  8.091838836669922
Batch :  114 / 261 , BCE in this minibatch:  7.56008768081665
Batch :  115 / 261 , BCE in this minibatch:  7.6506476402282715
Batch :  116 / 261 , BCE in this minibatch:  6.105578899383545
Batch :  117 / 261 , BCE in this minibatch:  8.363173484802246
Batch :  118 / 261 , BCE in this minibatch:  7.955082416534424
Batch :  119 / 261 , BCE in this minibatch:  7.376589298248291
Batch :  120 / 261 , BCE in this minibatch:  7.737687587738037
Batch :  121 / 261 , BCE in this minibatch:  5.438650131225586
Batch :  122 / 261 , BCE in this minibatch:  7.460565567016602
Batch :  123 / 261 , BCE in this minibatch:  7.3412957191467285
Batch :  124 / 261 , BCE in this minibatch:  4.4090986251831055
Batch :  125 / 261 , BCE in this minibatch:  16.74467658996582
Batch :  126 / 261 , BCE in this minibatch:  6.298518657684326
Batch :  127 / 261 , BCE in this minibatch:  4.429976940155029
Batch :  128 / 261 , BCE in this minibatch:  7.18202543258667
Batch :  129 / 261 , BCE in this minibatch:  4.271359920501709
Batch :  130 / 261 , BCE in this minibatch:  15.195489883422852
Batch :  131 / 261 , BCE in this minibatch:  8.003461837768555
Batch :  132 / 261 , BCE in this minibatch:  7.648984432220459
Batch :  133 / 261 , BCE in this minibatch:  15.946477890014648
Batch :  134 / 261 , BCE in this minibatch:  8.272955894470215
Batch :  135 / 261 , BCE in this minibatch:  6.7300615310668945
Batch :  136 / 261 , BCE in this minibatch:  5.083353519439697
Batch :  137 / 261 , BCE in this minibatch:  10.2351655960083
Batch :  138 / 261 , BCE in this minibatch:  8.726822853088379
Batch :  139 / 261 , BCE in this minibatch:  5.715648651123047
Batch :  140 / 261 , BCE in this minibatch:  4.610461711883545
Batch :  141 / 261 , BCE in this minibatch:  6.688207626342773
Batch :  142 / 261 , BCE in this minibatch:  7.802395820617676
Batch :  143 / 261 , BCE in this minibatch:  12.621417045593262
Batch :  144 / 261 , BCE in this minibatch:  8.345132827758789
Batch :  145 / 261 , BCE in this minibatch:  4.623077869415283
Batch :  146 / 261 , BCE in this minibatch:  7.488269805908203
Batch :  147 / 261 , BCE in this minibatch:  5.4689555168151855
Batch :  148 / 261 , BCE in this minibatch:  5.9426727294921875
Batch :  149 / 261 , BCE in this minibatch:  5.2012410163879395
Batch :  150 / 261 , BCE in this minibatch:  5.218930244445801
Batch :  151 / 261 , BCE in this minibatch:  4.596865653991699
Batch :  152 / 261 , BCE in this minibatch:  7.347295761108398
Batch :  153 / 261 , BCE in this minibatch:  5.734095573425293
Batch :  154 / 261 , BCE in this minibatch:  3.863361358642578
Batch :  155 / 261 , BCE in this minibatch:  3.5568196773529053
Batch :  156 / 261 , BCE in this minibatch:  7.852860450744629
Batch :  157 / 261 , BCE in this minibatch:  6.125565528869629
Batch :  158 / 261 , BCE in this minibatch:  13.371005058288574
Batch :  159 / 261 , BCE in this minibatch:  6.404655933380127
Batch :  160 / 261 , BCE in this minibatch:  6.273746013641357
Batch :  161 / 261 , BCE in this minibatch:  8.95949935913086
Batch :  162 / 261 , BCE in this minibatch:  6.159816265106201
Batch :  163 / 261 , BCE in this minibatch:  6.659896373748779
Batch :  164 / 261 , BCE in this minibatch:  12.720938682556152
Batch :  165 / 261 , BCE in this minibatch:  6.529580593109131
Batch :  166 / 261 , BCE in this minibatch:  15.483879089355469
Batch :  167 / 261 , BCE in this minibatch:  9.770759582519531
Batch :  168 / 261 , BCE in this minibatch:  10.603131294250488
Batch :  169 / 261 , BCE in this minibatch:  12.33980941772461
Batch :  170 / 261 , BCE in this minibatch:  13.55502986907959
Batch :  171 / 261 , BCE in this minibatch:  33.323883056640625
Batch :  172 / 261 , BCE in this minibatch:  34.2338981628418
Batch :  173 / 261 , BCE in this minibatch:  12.324602127075195
Batch :  174 / 261 , BCE in this minibatch:  7.389721870422363
Batch :  175 / 261 , BCE in this minibatch:  6.239911079406738
Batch :  176 / 261 , BCE in this minibatch:  7.139402389526367
Batch :  177 / 261 , BCE in this minibatch:  7.060229778289795
Batch :  178 / 261 , BCE in this minibatch:  8.150430679321289
Batch :  179 / 261 , BCE in this minibatch:  7.552693843841553
Batch :  180 / 261 , BCE in this minibatch:  7.614482879638672
Batch :  181 / 261 , BCE in this minibatch:  7.469820499420166
Batch :  182 / 261 , BCE in this minibatch:  5.976743698120117
Batch :  183 / 261 , BCE in this minibatch:  7.258434772491455
Batch :  184 / 261 , BCE in this minibatch:  11.831254959106445
Batch :  185 / 261 , BCE in this minibatch:  6.196905612945557
Batch :  186 / 261 , BCE in this minibatch:  12.681741714477539
Batch :  187 / 261 , BCE in this minibatch:  5.751206874847412
Batch :  188 / 261 , BCE in this minibatch:  6.647482395172119
Batch :  189 / 261 , BCE in this minibatch:  5.665745735168457
Batch :  190 / 261 , BCE in this minibatch:  8.373404502868652
Batch :  191 / 261 , BCE in this minibatch:  11.41150951385498
Batch :  192 / 261 , BCE in this minibatch:  7.758012771606445
Batch :  193 / 261 , BCE in this minibatch:  8.241351127624512
Batch :  194 / 261 , BCE in this minibatch:  8.022412300109863
Batch :  195 / 261 , BCE in this minibatch:  5.036863327026367
Batch :  196 / 261 , BCE in this minibatch:  6.064565658569336
Batch :  197 / 261 , BCE in this minibatch:  5.930147171020508
Batch :  198 / 261 , BCE in this minibatch:  9.451851844787598
Batch :  199 / 261 , BCE in this minibatch:  6.928458213806152
Batch :  200 / 261 , BCE in this minibatch:  11.901814460754395
Batch :  201 / 261 , BCE in this minibatch:  9.566723823547363
Batch :  202 / 261 , BCE in this minibatch:  10.939382553100586
Batch :  203 / 261 , BCE in this minibatch:  8.440539360046387
Batch :  204 / 261 , BCE in this minibatch:  7.22115421295166
Batch :  205 / 261 , BCE in this minibatch:  6.997991561889648
Batch :  206 / 261 , BCE in this minibatch:  7.608861446380615
Batch :  207 / 261 , BCE in this minibatch:  7.516817092895508
Batch :  208 / 261 , BCE in this minibatch:  6.047950267791748
Batch :  209 / 261 , BCE in this minibatch:  7.728289604187012
Batch :  210 / 261 , BCE in this minibatch:  19.015012741088867
Batch :  211 / 261 , BCE in this minibatch:  22.709152221679688
Batch :  212 / 261 , BCE in this minibatch:  11.16137981414795
Batch :  213 / 261 , BCE in this minibatch:  17.782312393188477
Batch :  214 / 261 , BCE in this minibatch:  12.757664680480957
Batch :  215 / 261 , BCE in this minibatch:  4.796288013458252
Batch :  216 / 261 , BCE in this minibatch:  4.530930995941162
Batch :  217 / 261 , BCE in this minibatch:  4.495938301086426
Batch :  218 / 261 , BCE in this minibatch:  6.6852641105651855
Batch :  219 / 261 , BCE in this minibatch:  7.058813095092773
Batch :  220 / 261 , BCE in this minibatch:  15.313876152038574
Batch :  221 / 261 , BCE in this minibatch:  8.867283821105957
Batch :  222 / 261 , BCE in this minibatch:  8.546154975891113
Batch :  223 / 261 , BCE in this minibatch:  5.591307640075684
Batch :  224 / 261 , BCE in this minibatch:  15.737902641296387
Batch :  225 / 261 , BCE in this minibatch:  27.043092727661133
Batch :  226 / 261 , BCE in this minibatch:  10.474750518798828
Batch :  227 / 261 , BCE in this minibatch:  6.292215824127197
Batch :  228 / 261 , BCE in this minibatch:  8.91865348815918
Batch :  229 / 261 , BCE in this minibatch:  8.128055572509766
Batch :  230 / 261 , BCE in this minibatch:  7.875810146331787
Batch :  231 / 261 , BCE in this minibatch:  9.042821884155273
Batch :  232 / 261 , BCE in this minibatch:  8.09289836883545
Batch :  233 / 261 , BCE in this minibatch:  8.61807918548584
Batch :  234 / 261 , BCE in this minibatch:  6.648715972900391
Batch :  235 / 261 , BCE in this minibatch:  8.718511581420898
Batch :  236 / 261 , BCE in this minibatch:  7.242886543273926
Batch :  237 / 261 , BCE in this minibatch:  6.052520275115967
Batch :  238 / 261 , BCE in this minibatch:  7.613518714904785
Batch :  239 / 261 , BCE in this minibatch:  6.232626914978027
Batch :  240 / 261 , BCE in this minibatch:  7.7264790534973145
Batch :  241 / 261 , BCE in this minibatch:  6.018312931060791
Batch :  242 / 261 , BCE in this minibatch:  5.3876729011535645
Batch :  243 / 261 , BCE in this minibatch:  4.60627555847168
Batch :  244 / 261 , BCE in this minibatch:  5.799404144287109
Batch :  245 / 261 , BCE in this minibatch:  8.533185958862305
Batch :  246 / 261 , BCE in this minibatch:  7.12130880355835
Batch :  247 / 261 , BCE in this minibatch:  8.625421524047852
Batch :  248 / 261 , BCE in this minibatch:  5.869771957397461
Batch :  249 / 261 , BCE in this minibatch:  9.0331392288208
Batch :  250 / 261 , BCE in this minibatch:  6.91914701461792
Batch :  251 / 261 , BCE in this minibatch:  5.185561656951904
Batch :  252 / 261 , BCE in this minibatch:  11.51125717163086
Batch :  253 / 261 , BCE in this minibatch:  12.525732040405273
Batch :  254 / 261 , BCE in this minibatch:  13.281709671020508
Batch :  255 / 261 , BCE in this minibatch:  6.9639105796813965
Batch :  256 / 261 , BCE in this minibatch:  10.04504108428955
Batch :  257 / 261 , BCE in this minibatch:  10.596131324768066
Batch :  258 / 261 , BCE in this minibatch:  8.194732666015625
Batch :  259 / 261 , BCE in this minibatch:  6.358562469482422
Batch :  260 / 261 , BCE in this minibatch:  5.007652759552002
Batch :  261 / 261 , BCE in this minibatch:  4.356823921203613
epoch: 36  train_loss: 7.535036573008102
Batch :  1 / 261 , BCE in this minibatch:  3.909830093383789
Batch :  2 / 261 , BCE in this minibatch:  4.88349723815918
Batch :  3 / 261 , BCE in this minibatch:  4.870377063751221
Batch :  4 / 261 , BCE in this minibatch:  4.859592437744141
Batch :  5 / 261 , BCE in this minibatch:  5.54024600982666
Batch :  6 / 261 , BCE in this minibatch:  5.2411980628967285
Batch :  7 / 261 , BCE in this minibatch:  5.581185340881348
Batch :  8 / 261 , BCE in this minibatch:  5.134428977966309
Batch :  9 / 261 , BCE in this minibatch:  4.342240810394287
Batch :  10 / 261 , BCE in this minibatch:  4.920969009399414
Batch :  11 / 261 , BCE in this minibatch:  4.647703170776367
Batch :  12 / 261 , BCE in this minibatch:  4.750181198120117
Batch :  13 / 261 , BCE in this minibatch:  5.385542392730713
Batch :  14 / 261 , BCE in this minibatch:  5.35504674911499
Batch :  15 / 261 , BCE in this minibatch:  4.864907264709473
Batch :  16 / 261 , BCE in this minibatch:  5.074155807495117
Batch :  17 / 261 , BCE in this minibatch:  9.246050834655762
Batch :  18 / 261 , BCE in this minibatch:  5.081916332244873
Batch :  19 / 261 , BCE in this minibatch:  4.492592811584473
Batch :  20 / 261 , BCE in this minibatch:  4.476639747619629
Batch :  21 / 261 , BCE in this minibatch:  4.2843217849731445
Batch :  22 / 261 , BCE in this minibatch:  4.227644920349121
Batch :  23 / 261 , BCE in this minibatch:  4.081923484802246
Batch :  24 / 261 , BCE in this minibatch:  5.4012250900268555
Batch :  25 / 261 , BCE in this minibatch:  5.495752334594727
Batch :  26 / 261 , BCE in this minibatch:  5.070451259613037
Batch :  27 / 261 , BCE in this minibatch:  3.7099485397338867
Batch :  28 / 261 , BCE in this minibatch:  5.126104831695557
Batch :  29 / 261 , BCE in this minibatch:  4.292896270751953
Batch :  30 / 261 , BCE in this minibatch:  5.57155704498291
Batch :  31 / 261 , BCE in this minibatch:  4.283506393432617
Batch :  32 / 261 , BCE in this minibatch:  4.53048849105835
Batch :  33 / 261 , BCE in this minibatch:  4.373939037322998
Batch :  34 / 261 , BCE in this minibatch:  3.6095752716064453
Batch :  35 / 261 , BCE in this minibatch:  6.775579929351807
Batch :  36 / 261 , BCE in this minibatch:  4.075964450836182
Batch :  37 / 261 , BCE in this minibatch:  4.093972206115723
Batch :  38 / 261 , BCE in this minibatch:  3.856064558029175
Batch :  39 / 261 , BCE in this minibatch:  4.21528434753418
Batch :  40 / 261 , BCE in this minibatch:  5.455972671508789
Batch :  41 / 261 , BCE in this minibatch:  4.763707637786865
Batch :  42 / 261 , BCE in this minibatch:  6.437002182006836
Batch :  43 / 261 , BCE in this minibatch:  4.109841823577881
Batch :  44 / 261 , BCE in this minibatch:  5.76340389251709
Batch :  45 / 261 , BCE in this minibatch:  4.139044761657715
Batch :  46 / 261 , BCE in this minibatch:  5.178906440734863
Batch :  47 / 261 , BCE in this minibatch:  8.55444622039795
Batch :  48 / 261 , BCE in this minibatch:  5.029556751251221
Batch :  49 / 261 , BCE in this minibatch:  4.82020378112793
Batch :  50 / 261 , BCE in this minibatch:  9.080408096313477
Batch :  51 / 261 , BCE in this minibatch:  5.175132751464844
Batch :  52 / 261 , BCE in this minibatch:  5.139748573303223
Batch :  53 / 261 , BCE in this minibatch:  4.751452445983887
Batch :  54 / 261 , BCE in this minibatch:  7.0749993324279785
Batch :  55 / 261 , BCE in this minibatch:  6.066526412963867
Batch :  56 / 261 , BCE in this minibatch:  6.1869707107543945
Batch :  57 / 261 , BCE in this minibatch:  4.678803443908691
Batch :  58 / 261 , BCE in this minibatch:  8.849952697753906
Batch :  59 / 261 , BCE in this minibatch:  5.0205183029174805
Batch :  60 / 261 , BCE in this minibatch:  5.688419342041016
Batch :  61 / 261 , BCE in this minibatch:  4.908116817474365
Batch :  62 / 261 , BCE in this minibatch:  4.320456504821777
Batch :  63 / 261 , BCE in this minibatch:  4.309869766235352
Batch :  64 / 261 , BCE in this minibatch:  3.795687437057495
Batch :  65 / 261 , BCE in this minibatch:  5.6007981300354
Batch :  66 / 261 , BCE in this minibatch:  5.591373443603516
Batch :  67 / 261 , BCE in this minibatch:  7.614750862121582
Batch :  68 / 261 , BCE in this minibatch:  4.710538864135742
Batch :  69 / 261 , BCE in this minibatch:  6.593178749084473
Batch :  70 / 261 , BCE in this minibatch:  15.827390670776367
Batch :  71 / 261 , BCE in this minibatch:  5.410269260406494
Batch :  72 / 261 , BCE in this minibatch:  5.240764617919922
Batch :  73 / 261 , BCE in this minibatch:  14.268689155578613
Batch :  74 / 261 , BCE in this minibatch:  14.61185359954834
Batch :  75 / 261 , BCE in this minibatch:  5.58864164352417
Batch :  76 / 261 , BCE in this minibatch:  5.285895347595215
Batch :  77 / 261 , BCE in this minibatch:  6.35910701751709
Batch :  78 / 261 , BCE in this minibatch:  6.87014627456665
Batch :  79 / 261 , BCE in this minibatch:  4.7198076248168945
Batch :  80 / 261 , BCE in this minibatch:  7.977416038513184
Batch :  81 / 261 , BCE in this minibatch:  6.4137864112854
Batch :  82 / 261 , BCE in this minibatch:  4.857207775115967
Batch :  83 / 261 , BCE in this minibatch:  9.711792945861816
Batch :  84 / 261 , BCE in this minibatch:  5.503940582275391
Batch :  85 / 261 , BCE in this minibatch:  6.240905284881592
Batch :  86 / 261 , BCE in this minibatch:  7.674803256988525
Batch :  87 / 261 , BCE in this minibatch:  5.305980682373047
Batch :  88 / 261 , BCE in this minibatch:  6.343883037567139
Batch :  89 / 261 , BCE in this minibatch:  5.016775608062744
Batch :  90 / 261 , BCE in this minibatch:  5.449053764343262
Batch :  91 / 261 , BCE in this minibatch:  4.3344645500183105
Batch :  92 / 261 , BCE in this minibatch:  5.868924140930176
Batch :  93 / 261 , BCE in this minibatch:  8.500986099243164
Batch :  94 / 261 , BCE in this minibatch:  12.304903984069824
Batch :  95 / 261 , BCE in this minibatch:  8.943681716918945
Batch :  96 / 261 , BCE in this minibatch:  7.860514163970947
Batch :  97 / 261 , BCE in this minibatch:  10.062251091003418
Batch :  98 / 261 , BCE in this minibatch:  5.67074728012085
Batch :  99 / 261 , BCE in this minibatch:  7.33488130569458
Batch :  100 / 261 , BCE in this minibatch:  12.218812942504883
Batch :  101 / 261 , BCE in this minibatch:  5.243505001068115
Batch :  102 / 261 , BCE in this minibatch:  4.8964314460754395
Batch :  103 / 261 , BCE in this minibatch:  6.717645645141602
Batch :  104 / 261 , BCE in this minibatch:  5.144831657409668
Batch :  105 / 261 , BCE in this minibatch:  9.274847984313965
Batch :  106 / 261 , BCE in this minibatch:  5.853534698486328
Batch :  107 / 261 , BCE in this minibatch:  6.002904891967773
Batch :  108 / 261 , BCE in this minibatch:  4.315971374511719
Batch :  109 / 261 , BCE in this minibatch:  6.325407028198242
Batch :  110 / 261 , BCE in this minibatch:  9.836071968078613
Batch :  111 / 261 , BCE in this minibatch:  5.700728893280029
Batch :  112 / 261 , BCE in this minibatch:  7.608015537261963
Batch :  113 / 261 , BCE in this minibatch:  8.085587501525879
Batch :  114 / 261 , BCE in this minibatch:  7.496454238891602
Batch :  115 / 261 , BCE in this minibatch:  7.633238315582275
Batch :  116 / 261 , BCE in this minibatch:  6.0935959815979
Batch :  117 / 261 , BCE in this minibatch:  8.323058128356934
Batch :  118 / 261 , BCE in this minibatch:  7.961132049560547
Batch :  119 / 261 , BCE in this minibatch:  7.372459411621094
Batch :  120 / 261 , BCE in this minibatch:  7.688388824462891
Batch :  121 / 261 , BCE in this minibatch:  5.373480319976807
Batch :  122 / 261 , BCE in this minibatch:  7.436880588531494
Batch :  123 / 261 , BCE in this minibatch:  7.326214790344238
Batch :  124 / 261 , BCE in this minibatch:  4.421286106109619
Batch :  125 / 261 , BCE in this minibatch:  16.729839324951172
Batch :  126 / 261 , BCE in this minibatch:  6.2931013107299805
Batch :  127 / 261 , BCE in this minibatch:  4.415283203125
Batch :  128 / 261 , BCE in this minibatch:  7.128376483917236
Batch :  129 / 261 , BCE in this minibatch:  4.26832389831543
Batch :  130 / 261 , BCE in this minibatch:  15.093116760253906
Batch :  131 / 261 , BCE in this minibatch:  7.938281536102295
Batch :  132 / 261 , BCE in this minibatch:  7.595742702484131
Batch :  133 / 261 , BCE in this minibatch:  15.88927936553955
Batch :  134 / 261 , BCE in this minibatch:  8.297950744628906
Batch :  135 / 261 , BCE in this minibatch:  6.678172588348389
Batch :  136 / 261 , BCE in this minibatch:  5.0494585037231445
Batch :  137 / 261 , BCE in this minibatch:  10.157424926757812
Batch :  138 / 261 , BCE in this minibatch:  8.672629356384277
Batch :  139 / 261 , BCE in this minibatch:  5.710110664367676
Batch :  140 / 261 , BCE in this minibatch:  4.614720821380615
Batch :  141 / 261 , BCE in this minibatch:  6.653331279754639
Batch :  142 / 261 , BCE in this minibatch:  7.777002334594727
Batch :  143 / 261 , BCE in this minibatch:  12.569194793701172
Batch :  144 / 261 , BCE in this minibatch:  8.349982261657715
Batch :  145 / 261 , BCE in this minibatch:  4.629306316375732
Batch :  146 / 261 , BCE in this minibatch:  7.494032859802246
Batch :  147 / 261 , BCE in this minibatch:  5.448405742645264
Batch :  148 / 261 , BCE in this minibatch:  5.950826644897461
Batch :  149 / 261 , BCE in this minibatch:  5.198420524597168
Batch :  150 / 261 , BCE in this minibatch:  5.229322910308838
Batch :  151 / 261 , BCE in this minibatch:  4.572171211242676
Batch :  152 / 261 , BCE in this minibatch:  7.3254265785217285
Batch :  153 / 261 , BCE in this minibatch:  5.6710124015808105
Batch :  154 / 261 , BCE in this minibatch:  3.854872941970825
Batch :  155 / 261 , BCE in this minibatch:  3.5357229709625244
Batch :  156 / 261 , BCE in this minibatch:  7.872869968414307
Batch :  157 / 261 , BCE in this minibatch:  6.123263835906982
Batch :  158 / 261 , BCE in this minibatch:  13.357959747314453
Batch :  159 / 261 , BCE in this minibatch:  6.398707866668701
Batch :  160 / 261 , BCE in this minibatch:  6.269271373748779
Batch :  161 / 261 , BCE in this minibatch:  8.943819999694824
Batch :  162 / 261 , BCE in this minibatch:  6.163652420043945
Batch :  163 / 261 , BCE in this minibatch:  6.66830587387085
Batch :  164 / 261 , BCE in this minibatch:  12.751673698425293
Batch :  165 / 261 , BCE in this minibatch:  6.53056001663208
Batch :  166 / 261 , BCE in this minibatch:  15.422847747802734
Batch :  167 / 261 , BCE in this minibatch:  9.7303466796875
Batch :  168 / 261 , BCE in this minibatch:  10.6317138671875
Batch :  169 / 261 , BCE in this minibatch:  12.331283569335938
Batch :  170 / 261 , BCE in this minibatch:  13.59172534942627
Batch :  171 / 261 , BCE in this minibatch:  33.26230239868164
Batch :  172 / 261 , BCE in this minibatch:  34.215457916259766
Batch :  173 / 261 , BCE in this minibatch:  12.276984214782715
Batch :  174 / 261 , BCE in this minibatch:  7.352677345275879
Batch :  175 / 261 , BCE in this minibatch:  6.145398139953613
Batch :  176 / 261 , BCE in this minibatch:  7.079544544219971
Batch :  177 / 261 , BCE in this minibatch:  7.017134666442871
Batch :  178 / 261 , BCE in this minibatch:  8.117316246032715
Batch :  179 / 261 , BCE in this minibatch:  7.439352512359619
Batch :  180 / 261 , BCE in this minibatch:  7.553628921508789
Batch :  181 / 261 , BCE in this minibatch:  7.423900127410889
Batch :  182 / 261 , BCE in this minibatch:  5.936251163482666
Batch :  183 / 261 , BCE in this minibatch:  7.188718795776367
Batch :  184 / 261 , BCE in this minibatch:  11.830005645751953
Batch :  185 / 261 , BCE in this minibatch:  6.216922283172607
Batch :  186 / 261 , BCE in this minibatch:  12.701984405517578
Batch :  187 / 261 , BCE in this minibatch:  5.736637592315674
Batch :  188 / 261 , BCE in this minibatch:  6.655275821685791
Batch :  189 / 261 , BCE in this minibatch:  5.646770000457764
Batch :  190 / 261 , BCE in this minibatch:  8.278558731079102
Batch :  191 / 261 , BCE in this minibatch:  11.315324783325195
Batch :  192 / 261 , BCE in this minibatch:  7.746304035186768
Batch :  193 / 261 , BCE in this minibatch:  8.2407808303833
Batch :  194 / 261 , BCE in this minibatch:  7.976428985595703
Batch :  195 / 261 , BCE in this minibatch:  5.018040180206299
Batch :  196 / 261 , BCE in this minibatch:  6.0558552742004395
Batch :  197 / 261 , BCE in this minibatch:  5.953899383544922
Batch :  198 / 261 , BCE in this minibatch:  9.376261711120605
Batch :  199 / 261 , BCE in this minibatch:  6.916440010070801
Batch :  200 / 261 , BCE in this minibatch:  11.826133728027344
Batch :  201 / 261 , BCE in this minibatch:  9.463400840759277
Batch :  202 / 261 , BCE in this minibatch:  10.885766983032227
Batch :  203 / 261 , BCE in this minibatch:  8.377720832824707
Batch :  204 / 261 , BCE in this minibatch:  7.218517303466797
Batch :  205 / 261 , BCE in this minibatch:  6.960890769958496
Batch :  206 / 261 , BCE in this minibatch:  7.60740327835083
Batch :  207 / 261 , BCE in this minibatch:  7.489023208618164
Batch :  208 / 261 , BCE in this minibatch:  6.030569553375244
Batch :  209 / 261 , BCE in this minibatch:  7.665412902832031
Batch :  210 / 261 , BCE in this minibatch:  18.937557220458984
Batch :  211 / 261 , BCE in this minibatch:  22.63104248046875
Batch :  212 / 261 , BCE in this minibatch:  11.09667682647705
Batch :  213 / 261 , BCE in this minibatch:  17.810077667236328
Batch :  214 / 261 , BCE in this minibatch:  12.725875854492188
Batch :  215 / 261 , BCE in this minibatch:  4.796814918518066
Batch :  216 / 261 , BCE in this minibatch:  4.461773872375488
Batch :  217 / 261 , BCE in this minibatch:  4.469116687774658
Batch :  218 / 261 , BCE in this minibatch:  6.717183589935303
Batch :  219 / 261 , BCE in this minibatch:  7.0429840087890625
Batch :  220 / 261 , BCE in this minibatch:  15.312094688415527
Batch :  221 / 261 , BCE in this minibatch:  8.846428871154785
Batch :  222 / 261 , BCE in this minibatch:  8.543758392333984
Batch :  223 / 261 , BCE in this minibatch:  5.540201663970947
Batch :  224 / 261 , BCE in this minibatch:  15.702247619628906
Batch :  225 / 261 , BCE in this minibatch:  26.972654342651367
Batch :  226 / 261 , BCE in this minibatch:  10.423856735229492
Batch :  227 / 261 , BCE in this minibatch:  6.299627304077148
Batch :  228 / 261 , BCE in this minibatch:  8.868041038513184
Batch :  229 / 261 , BCE in this minibatch:  8.11788558959961
Batch :  230 / 261 , BCE in this minibatch:  7.86367130279541
Batch :  231 / 261 , BCE in this minibatch:  9.027497291564941
Batch :  232 / 261 , BCE in this minibatch:  8.0828218460083
Batch :  233 / 261 , BCE in this minibatch:  8.678116798400879
Batch :  234 / 261 , BCE in this minibatch:  6.668663024902344
Batch :  235 / 261 , BCE in this minibatch:  8.707880020141602
Batch :  236 / 261 , BCE in this minibatch:  7.224751949310303
Batch :  237 / 261 , BCE in this minibatch:  6.031985282897949
Batch :  238 / 261 , BCE in this minibatch:  7.549560546875
Batch :  239 / 261 , BCE in this minibatch:  6.234163761138916
Batch :  240 / 261 , BCE in this minibatch:  7.702071189880371
Batch :  241 / 261 , BCE in this minibatch:  5.999937534332275
Batch :  242 / 261 , BCE in this minibatch:  5.346240997314453
Batch :  243 / 261 , BCE in this minibatch:  4.621511936187744
Batch :  244 / 261 , BCE in this minibatch:  5.781918525695801
Batch :  245 / 261 , BCE in this minibatch:  8.535840034484863
Batch :  246 / 261 , BCE in this minibatch:  7.080982208251953
Batch :  247 / 261 , BCE in this minibatch:  8.611307144165039
Batch :  248 / 261 , BCE in this minibatch:  5.913670539855957
Batch :  249 / 261 , BCE in this minibatch:  9.053679466247559
Batch :  250 / 261 , BCE in this minibatch:  6.83472204208374
Batch :  251 / 261 , BCE in this minibatch:  5.173840045928955
Batch :  252 / 261 , BCE in this minibatch:  11.384123802185059
Batch :  253 / 261 , BCE in this minibatch:  12.512106895446777
Batch :  254 / 261 , BCE in this minibatch:  13.273441314697266
Batch :  255 / 261 , BCE in this minibatch:  6.940769195556641
Batch :  256 / 261 , BCE in this minibatch:  10.026623725891113
Batch :  257 / 261 , BCE in this minibatch:  10.519824981689453
Batch :  258 / 261 , BCE in this minibatch:  8.187893867492676
Batch :  259 / 261 , BCE in this minibatch:  6.3253583908081055
Batch :  260 / 261 , BCE in this minibatch:  4.9745941162109375
Batch :  261 / 261 , BCE in this minibatch:  4.402706623077393
epoch: 37  train_loss: 7.515020147593999
Batch :  1 / 261 , BCE in this minibatch:  3.908222198486328
Batch :  2 / 261 , BCE in this minibatch:  4.851718425750732
Batch :  3 / 261 , BCE in this minibatch:  4.8617167472839355
Batch :  4 / 261 , BCE in this minibatch:  4.860568046569824
Batch :  5 / 261 , BCE in this minibatch:  5.479401588439941
Batch :  6 / 261 , BCE in this minibatch:  5.189370632171631
Batch :  7 / 261 , BCE in this minibatch:  5.579202175140381
Batch :  8 / 261 , BCE in this minibatch:  5.1179890632629395
Batch :  9 / 261 , BCE in this minibatch:  4.329171657562256
Batch :  10 / 261 , BCE in this minibatch:  4.965122222900391
Batch :  11 / 261 , BCE in this minibatch:  4.650498867034912
Batch :  12 / 261 , BCE in this minibatch:  4.743992328643799
Batch :  13 / 261 , BCE in this minibatch:  5.365950107574463
Batch :  14 / 261 , BCE in this minibatch:  5.389012336730957
Batch :  15 / 261 , BCE in this minibatch:  4.86091947555542
Batch :  16 / 261 , BCE in this minibatch:  5.070398330688477
Batch :  17 / 261 , BCE in this minibatch:  9.266936302185059
Batch :  18 / 261 , BCE in this minibatch:  5.048525810241699
Batch :  19 / 261 , BCE in this minibatch:  4.490952968597412
Batch :  20 / 261 , BCE in this minibatch:  4.41582727432251
Batch :  21 / 261 , BCE in this minibatch:  4.260680198669434
Batch :  22 / 261 , BCE in this minibatch:  4.229516983032227
Batch :  23 / 261 , BCE in this minibatch:  4.033344745635986
Batch :  24 / 261 , BCE in this minibatch:  5.396059513092041
Batch :  25 / 261 , BCE in this minibatch:  5.48514986038208
Batch :  26 / 261 , BCE in this minibatch:  5.0543036460876465
Batch :  27 / 261 , BCE in this minibatch:  3.6938319206237793
Batch :  28 / 261 , BCE in this minibatch:  5.144049644470215
Batch :  29 / 261 , BCE in this minibatch:  4.3109002113342285
Batch :  30 / 261 , BCE in this minibatch:  5.5552754402160645
Batch :  31 / 261 , BCE in this minibatch:  4.274971008300781
Batch :  32 / 261 , BCE in this minibatch:  4.534331798553467
Batch :  33 / 261 , BCE in this minibatch:  4.349645614624023
Batch :  34 / 261 , BCE in this minibatch:  3.574998378753662
Batch :  35 / 261 , BCE in this minibatch:  6.8161773681640625
Batch :  36 / 261 , BCE in this minibatch:  4.08651876449585
Batch :  37 / 261 , BCE in this minibatch:  4.059886455535889
Batch :  38 / 261 , BCE in this minibatch:  3.8299365043640137
Batch :  39 / 261 , BCE in this minibatch:  4.197911739349365
Batch :  40 / 261 , BCE in this minibatch:  5.437682628631592
Batch :  41 / 261 , BCE in this minibatch:  4.741290092468262
Batch :  42 / 261 , BCE in this minibatch:  6.408941268920898
Batch :  43 / 261 , BCE in this minibatch:  4.114182472229004
Batch :  44 / 261 , BCE in this minibatch:  5.766172409057617
Batch :  45 / 261 , BCE in this minibatch:  4.080984115600586
Batch :  46 / 261 , BCE in this minibatch:  5.209304332733154
Batch :  47 / 261 , BCE in this minibatch:  8.574246406555176
Batch :  48 / 261 , BCE in this minibatch:  5.038251876831055
Batch :  49 / 261 , BCE in this minibatch:  4.80515718460083
Batch :  50 / 261 , BCE in this minibatch:  9.046565055847168
Batch :  51 / 261 , BCE in this minibatch:  5.2094035148620605
Batch :  52 / 261 , BCE in this minibatch:  5.169261455535889
Batch :  53 / 261 , BCE in this minibatch:  4.7064208984375
Batch :  54 / 261 , BCE in this minibatch:  7.05008602142334
Batch :  55 / 261 , BCE in this minibatch:  6.02776575088501
Batch :  56 / 261 , BCE in this minibatch:  6.170439720153809
Batch :  57 / 261 , BCE in this minibatch:  4.665611743927002
Batch :  58 / 261 , BCE in this minibatch:  8.839057922363281
Batch :  59 / 261 , BCE in this minibatch:  4.982448101043701
Batch :  60 / 261 , BCE in this minibatch:  5.596113204956055
Batch :  61 / 261 , BCE in this minibatch:  4.8693623542785645
Batch :  62 / 261 , BCE in this minibatch:  4.346628189086914
Batch :  63 / 261 , BCE in this minibatch:  4.301272392272949
Batch :  64 / 261 , BCE in this minibatch:  3.78648042678833
Batch :  65 / 261 , BCE in this minibatch:  5.553405284881592
Batch :  66 / 261 , BCE in this minibatch:  5.559444427490234
Batch :  67 / 261 , BCE in this minibatch:  7.644063472747803
Batch :  68 / 261 , BCE in this minibatch:  4.724316596984863
Batch :  69 / 261 , BCE in this minibatch:  6.6134138107299805
Batch :  70 / 261 , BCE in this minibatch:  15.780386924743652
Batch :  71 / 261 , BCE in this minibatch:  5.4075164794921875
Batch :  72 / 261 , BCE in this minibatch:  5.22879695892334
Batch :  73 / 261 , BCE in this minibatch:  14.233874320983887
Batch :  74 / 261 , BCE in this minibatch:  14.635279655456543
Batch :  75 / 261 , BCE in this minibatch:  5.612731456756592
Batch :  76 / 261 , BCE in this minibatch:  5.2552008628845215
Batch :  77 / 261 , BCE in this minibatch:  6.330511569976807
Batch :  78 / 261 , BCE in this minibatch:  6.860017776489258
Batch :  79 / 261 , BCE in this minibatch:  4.691929817199707
Batch :  80 / 261 , BCE in this minibatch:  7.968807697296143
Batch :  81 / 261 , BCE in this minibatch:  6.387660026550293
Batch :  82 / 261 , BCE in this minibatch:  4.857108116149902
Batch :  83 / 261 , BCE in this minibatch:  9.67459774017334
Batch :  84 / 261 , BCE in this minibatch:  5.476840972900391
Batch :  85 / 261 , BCE in this minibatch:  6.19230318069458
Batch :  86 / 261 , BCE in this minibatch:  7.620515823364258
Batch :  87 / 261 , BCE in this minibatch:  5.263400554656982
Batch :  88 / 261 , BCE in this minibatch:  6.281335830688477
Batch :  89 / 261 , BCE in this minibatch:  4.999005317687988
Batch :  90 / 261 , BCE in this minibatch:  5.443436622619629
Batch :  91 / 261 , BCE in this minibatch:  4.2883172035217285
Batch :  92 / 261 , BCE in this minibatch:  5.8259806632995605
Batch :  93 / 261 , BCE in this minibatch:  8.451027870178223
Batch :  94 / 261 , BCE in this minibatch:  12.212654113769531
Batch :  95 / 261 , BCE in this minibatch:  8.909738540649414
Batch :  96 / 261 , BCE in this minibatch:  7.822466850280762
Batch :  97 / 261 , BCE in this minibatch:  10.026861190795898
Batch :  98 / 261 , BCE in this minibatch:  5.689030170440674
Batch :  99 / 261 , BCE in this minibatch:  7.301425933837891
Batch :  100 / 261 , BCE in this minibatch:  12.154136657714844
Batch :  101 / 261 , BCE in this minibatch:  5.272130489349365
Batch :  102 / 261 , BCE in this minibatch:  4.911022186279297
Batch :  103 / 261 , BCE in this minibatch:  6.824793338775635
Batch :  104 / 261 , BCE in this minibatch:  5.1728291511535645
Batch :  105 / 261 , BCE in this minibatch:  9.197183609008789
Batch :  106 / 261 , BCE in this minibatch:  5.8210272789001465
Batch :  107 / 261 , BCE in this minibatch:  6.0290751457214355
Batch :  108 / 261 , BCE in this minibatch:  4.326456546783447
Batch :  109 / 261 , BCE in this minibatch:  6.33080530166626
Batch :  110 / 261 , BCE in this minibatch:  9.831286430358887
Batch :  111 / 261 , BCE in this minibatch:  5.646341323852539
Batch :  112 / 261 , BCE in this minibatch:  7.567746162414551
Batch :  113 / 261 , BCE in this minibatch:  8.064756393432617
Batch :  114 / 261 , BCE in this minibatch:  7.487511157989502
Batch :  115 / 261 , BCE in this minibatch:  7.556121349334717
Batch :  116 / 261 , BCE in this minibatch:  6.10066032409668
Batch :  117 / 261 , BCE in this minibatch:  8.292882919311523
Batch :  118 / 261 , BCE in this minibatch:  7.948988914489746
Batch :  119 / 261 , BCE in this minibatch:  7.349947452545166
Batch :  120 / 261 , BCE in this minibatch:  7.683915615081787
Batch :  121 / 261 , BCE in this minibatch:  5.386782169342041
Batch :  122 / 261 , BCE in this minibatch:  7.443248748779297
Batch :  123 / 261 , BCE in this minibatch:  7.286956310272217
Batch :  124 / 261 , BCE in this minibatch:  4.429968357086182
Batch :  125 / 261 , BCE in this minibatch:  16.653518676757812
Batch :  126 / 261 , BCE in this minibatch:  6.260392665863037
Batch :  127 / 261 , BCE in this minibatch:  4.375927448272705
Batch :  128 / 261 , BCE in this minibatch:  7.068607330322266
Batch :  129 / 261 , BCE in this minibatch:  4.23927640914917
Batch :  130 / 261 , BCE in this minibatch:  15.121818542480469
Batch :  131 / 261 , BCE in this minibatch:  7.948611736297607
Batch :  132 / 261 , BCE in this minibatch:  7.565609931945801
Batch :  133 / 261 , BCE in this minibatch:  15.859061241149902
Batch :  134 / 261 , BCE in this minibatch:  8.187206268310547
Batch :  135 / 261 , BCE in this minibatch:  6.694486618041992
Batch :  136 / 261 , BCE in this minibatch:  5.032026767730713
Batch :  137 / 261 , BCE in this minibatch:  10.207236289978027
Batch :  138 / 261 , BCE in this minibatch:  8.660053253173828
Batch :  139 / 261 , BCE in this minibatch:  5.73246955871582
Batch :  140 / 261 , BCE in this minibatch:  4.586829662322998
Batch :  141 / 261 , BCE in this minibatch:  6.6379804611206055
Batch :  142 / 261 , BCE in this minibatch:  7.750291347503662
Batch :  143 / 261 , BCE in this minibatch:  12.524514198303223
Batch :  144 / 261 , BCE in this minibatch:  8.360626220703125
Batch :  145 / 261 , BCE in this minibatch:  4.621542930603027
Batch :  146 / 261 , BCE in this minibatch:  7.496158123016357
Batch :  147 / 261 , BCE in this minibatch:  5.428860664367676
Batch :  148 / 261 , BCE in this minibatch:  5.92336893081665
Batch :  149 / 261 , BCE in this minibatch:  5.181397438049316
Batch :  150 / 261 , BCE in this minibatch:  5.159568786621094
Batch :  151 / 261 , BCE in this minibatch:  4.591584205627441
Batch :  152 / 261 , BCE in this minibatch:  7.310263156890869
Batch :  153 / 261 , BCE in this minibatch:  5.722766399383545
Batch :  154 / 261 , BCE in this minibatch:  3.9106905460357666
Batch :  155 / 261 , BCE in this minibatch:  3.549429416656494
Batch :  156 / 261 , BCE in this minibatch:  7.797268867492676
Batch :  157 / 261 , BCE in this minibatch:  6.092808723449707
Batch :  158 / 261 , BCE in this minibatch:  13.309636116027832
Batch :  159 / 261 , BCE in this minibatch:  6.40177059173584
Batch :  160 / 261 , BCE in this minibatch:  6.247800350189209
Batch :  161 / 261 , BCE in this minibatch:  8.919502258300781
Batch :  162 / 261 , BCE in this minibatch:  6.133316516876221
Batch :  163 / 261 , BCE in this minibatch:  6.628442287445068
Batch :  164 / 261 , BCE in this minibatch:  12.732979774475098
Batch :  165 / 261 , BCE in this minibatch:  6.515413284301758
Batch :  166 / 261 , BCE in this minibatch:  15.434489250183105
Batch :  167 / 261 , BCE in this minibatch:  9.697929382324219
Batch :  168 / 261 , BCE in this minibatch:  10.569652557373047
Batch :  169 / 261 , BCE in this minibatch:  12.271097183227539
Batch :  170 / 261 , BCE in this minibatch:  13.47268295288086
Batch :  171 / 261 , BCE in this minibatch:  33.230770111083984
Batch :  172 / 261 , BCE in this minibatch:  34.161502838134766
Batch :  173 / 261 , BCE in this minibatch:  12.312933921813965
Batch :  174 / 261 , BCE in this minibatch:  7.321261882781982
Batch :  175 / 261 , BCE in this minibatch:  6.1258931159973145
Batch :  176 / 261 , BCE in this minibatch:  7.0170817375183105
Batch :  177 / 261 , BCE in this minibatch:  7.007047176361084
Batch :  178 / 261 , BCE in this minibatch:  8.124307632446289
Batch :  179 / 261 , BCE in this minibatch:  7.444460868835449
Batch :  180 / 261 , BCE in this minibatch:  7.519635200500488
Batch :  181 / 261 , BCE in this minibatch:  7.374902248382568
Batch :  182 / 261 , BCE in this minibatch:  5.910666465759277
Batch :  183 / 261 , BCE in this minibatch:  7.204634189605713
Batch :  184 / 261 , BCE in this minibatch:  11.789081573486328
Batch :  185 / 261 , BCE in this minibatch:  6.214579105377197
Batch :  186 / 261 , BCE in this minibatch:  12.629544258117676
Batch :  187 / 261 , BCE in this minibatch:  5.735673427581787
Batch :  188 / 261 , BCE in this minibatch:  6.618566036224365
Batch :  189 / 261 , BCE in this minibatch:  5.680984020233154
Batch :  190 / 261 , BCE in this minibatch:  8.32685375213623
Batch :  191 / 261 , BCE in this minibatch:  11.308578491210938
Batch :  192 / 261 , BCE in this minibatch:  7.659470558166504
Batch :  193 / 261 , BCE in this minibatch:  8.215124130249023
Batch :  194 / 261 , BCE in this minibatch:  7.936117172241211
Batch :  195 / 261 , BCE in this minibatch:  5.035752773284912
Batch :  196 / 261 , BCE in this minibatch:  6.048427581787109
Batch :  197 / 261 , BCE in this minibatch:  5.952094554901123
Batch :  198 / 261 , BCE in this minibatch:  9.3682222366333
Batch :  199 / 261 , BCE in this minibatch:  6.930122375488281
Batch :  200 / 261 , BCE in this minibatch:  11.82375717163086
Batch :  201 / 261 , BCE in this minibatch:  9.513925552368164
Batch :  202 / 261 , BCE in this minibatch:  10.885171890258789
Batch :  203 / 261 , BCE in this minibatch:  8.395041465759277
Batch :  204 / 261 , BCE in this minibatch:  7.2096123695373535
Batch :  205 / 261 , BCE in this minibatch:  6.940185070037842
Batch :  206 / 261 , BCE in this minibatch:  7.578521251678467
Batch :  207 / 261 , BCE in this minibatch:  7.488232612609863
Batch :  208 / 261 , BCE in this minibatch:  6.0239057540893555
Batch :  209 / 261 , BCE in this minibatch:  7.676039218902588
Batch :  210 / 261 , BCE in this minibatch:  18.897737503051758
Batch :  211 / 261 , BCE in this minibatch:  22.523792266845703
Batch :  212 / 261 , BCE in this minibatch:  11.122939109802246
Batch :  213 / 261 , BCE in this minibatch:  17.709562301635742
Batch :  214 / 261 , BCE in this minibatch:  12.697129249572754
Batch :  215 / 261 , BCE in this minibatch:  4.744709014892578
Batch :  216 / 261 , BCE in this minibatch:  4.444605350494385
Batch :  217 / 261 , BCE in this minibatch:  4.460901737213135
Batch :  218 / 261 , BCE in this minibatch:  6.643086910247803
Batch :  219 / 261 , BCE in this minibatch:  6.979167938232422
Batch :  220 / 261 , BCE in this minibatch:  15.257577896118164
Batch :  221 / 261 , BCE in this minibatch:  8.825101852416992
Batch :  222 / 261 , BCE in this minibatch:  8.516532897949219
Batch :  223 / 261 , BCE in this minibatch:  5.516857624053955
Batch :  224 / 261 , BCE in this minibatch:  15.710833549499512
Batch :  225 / 261 , BCE in this minibatch:  27.00544548034668
Batch :  226 / 261 , BCE in this minibatch:  10.362773895263672
Batch :  227 / 261 , BCE in this minibatch:  6.256659507751465
Batch :  228 / 261 , BCE in this minibatch:  8.777737617492676
Batch :  229 / 261 , BCE in this minibatch:  8.084754943847656
Batch :  230 / 261 , BCE in this minibatch:  7.893397808074951
Batch :  231 / 261 , BCE in this minibatch:  8.997984886169434
Batch :  232 / 261 , BCE in this minibatch:  8.0369234085083
Batch :  233 / 261 , BCE in this minibatch:  8.599021911621094
Batch :  234 / 261 , BCE in this minibatch:  6.645511627197266
Batch :  235 / 261 , BCE in this minibatch:  8.696122169494629
Batch :  236 / 261 , BCE in this minibatch:  7.22811222076416
Batch :  237 / 261 , BCE in this minibatch:  6.049501419067383
Batch :  238 / 261 , BCE in this minibatch:  7.585761070251465
Batch :  239 / 261 , BCE in this minibatch:  6.2554168701171875
Batch :  240 / 261 , BCE in this minibatch:  7.661998271942139
Batch :  241 / 261 , BCE in this minibatch:  6.04959774017334
Batch :  242 / 261 , BCE in this minibatch:  5.337212085723877
Batch :  243 / 261 , BCE in this minibatch:  4.541041374206543
Batch :  244 / 261 , BCE in this minibatch:  5.7148261070251465
Batch :  245 / 261 , BCE in this minibatch:  8.458169937133789
Batch :  246 / 261 , BCE in this minibatch:  7.023878574371338
Batch :  247 / 261 , BCE in this minibatch:  8.58288860321045
Batch :  248 / 261 , BCE in this minibatch:  5.859254837036133
Batch :  249 / 261 , BCE in this minibatch:  9.023672103881836
Batch :  250 / 261 , BCE in this minibatch:  6.80242919921875
Batch :  251 / 261 , BCE in this minibatch:  5.177487373352051
Batch :  252 / 261 , BCE in this minibatch:  11.381235122680664
Batch :  253 / 261 , BCE in this minibatch:  12.501932144165039
Batch :  254 / 261 , BCE in this minibatch:  13.22309398651123
Batch :  255 / 261 , BCE in this minibatch:  6.945913314819336
Batch :  256 / 261 , BCE in this minibatch:  9.997323989868164
Batch :  257 / 261 , BCE in this minibatch:  10.59306526184082
Batch :  258 / 261 , BCE in this minibatch:  8.16034984588623
Batch :  259 / 261 , BCE in this minibatch:  6.333459854125977
Batch :  260 / 261 , BCE in this minibatch:  4.999904632568359
Batch :  261 / 261 , BCE in this minibatch:  4.381752967834473
epoch: 38  train_loss: 7.4973865423165975
Batch :  1 / 261 , BCE in this minibatch:  3.913504123687744
Batch :  2 / 261 , BCE in this minibatch:  4.884807109832764
Batch :  3 / 261 , BCE in this minibatch:  4.85854959487915
Batch :  4 / 261 , BCE in this minibatch:  4.842606544494629
Batch :  5 / 261 , BCE in this minibatch:  5.48623514175415
Batch :  6 / 261 , BCE in this minibatch:  5.2039055824279785
Batch :  7 / 261 , BCE in this minibatch:  5.559497833251953
Batch :  8 / 261 , BCE in this minibatch:  5.106667995452881
Batch :  9 / 261 , BCE in this minibatch:  4.314229965209961
Batch :  10 / 261 , BCE in this minibatch:  4.912878513336182
Batch :  11 / 261 , BCE in this minibatch:  4.5900654792785645
Batch :  12 / 261 , BCE in this minibatch:  4.719246864318848
Batch :  13 / 261 , BCE in this minibatch:  5.336956024169922
Batch :  14 / 261 , BCE in this minibatch:  5.334892272949219
Batch :  15 / 261 , BCE in this minibatch:  4.847564220428467
Batch :  16 / 261 , BCE in this minibatch:  5.0836181640625
Batch :  17 / 261 , BCE in this minibatch:  9.220770835876465
Batch :  18 / 261 , BCE in this minibatch:  5.079300403594971
Batch :  19 / 261 , BCE in this minibatch:  4.4273905754089355
Batch :  20 / 261 , BCE in this minibatch:  4.412100315093994
Batch :  21 / 261 , BCE in this minibatch:  4.277570724487305
Batch :  22 / 261 , BCE in this minibatch:  4.273982524871826
Batch :  23 / 261 , BCE in this minibatch:  4.028632640838623
Batch :  24 / 261 , BCE in this minibatch:  5.393909454345703
Batch :  25 / 261 , BCE in this minibatch:  5.456737518310547
Batch :  26 / 261 , BCE in this minibatch:  5.0683064460754395
Batch :  27 / 261 , BCE in this minibatch:  3.7057743072509766
Batch :  28 / 261 , BCE in this minibatch:  5.093752861022949
Batch :  29 / 261 , BCE in this minibatch:  4.304915904998779
Batch :  30 / 261 , BCE in this minibatch:  5.535192489624023
Batch :  31 / 261 , BCE in this minibatch:  4.252542972564697
Batch :  32 / 261 , BCE in this minibatch:  4.542426586151123
Batch :  33 / 261 , BCE in this minibatch:  4.343711853027344
Batch :  34 / 261 , BCE in this minibatch:  3.6005990505218506
Batch :  35 / 261 , BCE in this minibatch:  6.752498149871826
Batch :  36 / 261 , BCE in this minibatch:  4.035251617431641
Batch :  37 / 261 , BCE in this minibatch:  4.055736541748047
Batch :  38 / 261 , BCE in this minibatch:  3.8203203678131104
Batch :  39 / 261 , BCE in this minibatch:  4.181122779846191
Batch :  40 / 261 , BCE in this minibatch:  5.419267654418945
Batch :  41 / 261 , BCE in this minibatch:  4.751631259918213
Batch :  42 / 261 , BCE in this minibatch:  6.420494079589844
Batch :  43 / 261 , BCE in this minibatch:  4.08097505569458
Batch :  44 / 261 , BCE in this minibatch:  5.732590675354004
Batch :  45 / 261 , BCE in this minibatch:  4.096016883850098
Batch :  46 / 261 , BCE in this minibatch:  5.127320766448975
Batch :  47 / 261 , BCE in this minibatch:  8.605402946472168
Batch :  48 / 261 , BCE in this minibatch:  5.010888576507568
Batch :  49 / 261 , BCE in this minibatch:  4.815298080444336
Batch :  50 / 261 , BCE in this minibatch:  9.081271171569824
Batch :  51 / 261 , BCE in this minibatch:  5.172115325927734
Batch :  52 / 261 , BCE in this minibatch:  5.146681785583496
Batch :  53 / 261 , BCE in this minibatch:  4.691453456878662
Batch :  54 / 261 , BCE in this minibatch:  7.061440944671631
Batch :  55 / 261 , BCE in this minibatch:  6.041499614715576
Batch :  56 / 261 , BCE in this minibatch:  6.151180744171143
Batch :  57 / 261 , BCE in this minibatch:  4.641699314117432
Batch :  58 / 261 , BCE in this minibatch:  8.878499031066895
Batch :  59 / 261 , BCE in this minibatch:  4.989250659942627
Batch :  60 / 261 , BCE in this minibatch:  5.626646041870117
Batch :  61 / 261 , BCE in this minibatch:  4.881546497344971
Batch :  62 / 261 , BCE in this minibatch:  4.301868438720703
Batch :  63 / 261 , BCE in this minibatch:  4.270400524139404
Batch :  64 / 261 , BCE in this minibatch:  3.803832530975342
Batch :  65 / 261 , BCE in this minibatch:  5.541869640350342
Batch :  66 / 261 , BCE in this minibatch:  5.53358268737793
Batch :  67 / 261 , BCE in this minibatch:  7.6052398681640625
Batch :  68 / 261 , BCE in this minibatch:  4.722072124481201
Batch :  69 / 261 , BCE in this minibatch:  6.571447849273682
Batch :  70 / 261 , BCE in this minibatch:  15.749577522277832
Batch :  71 / 261 , BCE in this minibatch:  5.381718635559082
Batch :  72 / 261 , BCE in this minibatch:  5.228568077087402
Batch :  73 / 261 , BCE in this minibatch:  14.167901992797852
Batch :  74 / 261 , BCE in this minibatch:  14.572957038879395
Batch :  75 / 261 , BCE in this minibatch:  5.558029651641846
Batch :  76 / 261 , BCE in this minibatch:  5.221536159515381
Batch :  77 / 261 , BCE in this minibatch:  6.299015522003174
Batch :  78 / 261 , BCE in this minibatch:  6.801194667816162
Batch :  79 / 261 , BCE in this minibatch:  4.674304962158203
Batch :  80 / 261 , BCE in this minibatch:  7.93498420715332
Batch :  81 / 261 , BCE in this minibatch:  6.356351375579834
Batch :  82 / 261 , BCE in this minibatch:  4.849422454833984
Batch :  83 / 261 , BCE in this minibatch:  9.737099647521973
Batch :  84 / 261 , BCE in this minibatch:  5.443759441375732
Batch :  85 / 261 , BCE in this minibatch:  6.187784194946289
Batch :  86 / 261 , BCE in this minibatch:  7.573127269744873
Batch :  87 / 261 , BCE in this minibatch:  5.284503936767578
Batch :  88 / 261 , BCE in this minibatch:  6.2651519775390625
Batch :  89 / 261 , BCE in this minibatch:  5.002114772796631
Batch :  90 / 261 , BCE in this minibatch:  5.444404125213623
Batch :  91 / 261 , BCE in this minibatch:  4.3189544677734375
Batch :  92 / 261 , BCE in this minibatch:  5.838730335235596
Batch :  93 / 261 , BCE in this minibatch:  8.453459739685059
Batch :  94 / 261 , BCE in this minibatch:  12.21511173248291
Batch :  95 / 261 , BCE in this minibatch:  8.902530670166016
Batch :  96 / 261 , BCE in this minibatch:  7.840065956115723
Batch :  97 / 261 , BCE in this minibatch:  9.996851921081543
Batch :  98 / 261 , BCE in this minibatch:  5.637777805328369
Batch :  99 / 261 , BCE in this minibatch:  7.284784317016602
Batch :  100 / 261 , BCE in this minibatch:  12.148446083068848
Batch :  101 / 261 , BCE in this minibatch:  5.271886825561523
Batch :  102 / 261 , BCE in this minibatch:  4.878077507019043
Batch :  103 / 261 , BCE in this minibatch:  6.744649410247803
Batch :  104 / 261 , BCE in this minibatch:  5.172018527984619
Batch :  105 / 261 , BCE in this minibatch:  9.23660945892334
Batch :  106 / 261 , BCE in this minibatch:  5.7933878898620605
Batch :  107 / 261 , BCE in this minibatch:  5.988256931304932
Batch :  108 / 261 , BCE in this minibatch:  4.3228983879089355
Batch :  109 / 261 , BCE in this minibatch:  6.309629917144775
Batch :  110 / 261 , BCE in this minibatch:  9.880949974060059
Batch :  111 / 261 , BCE in this minibatch:  5.627747535705566
Batch :  112 / 261 , BCE in this minibatch:  7.556975841522217
Batch :  113 / 261 , BCE in this minibatch:  8.070651054382324
Batch :  114 / 261 , BCE in this minibatch:  7.518172264099121
Batch :  115 / 261 , BCE in this minibatch:  7.582375526428223
Batch :  116 / 261 , BCE in this minibatch:  6.030852317810059
Batch :  117 / 261 , BCE in this minibatch:  8.246203422546387
Batch :  118 / 261 , BCE in this minibatch:  7.901259422302246
Batch :  119 / 261 , BCE in this minibatch:  7.332653999328613
Batch :  120 / 261 , BCE in this minibatch:  7.635235786437988
Batch :  121 / 261 , BCE in this minibatch:  5.351478099822998
Batch :  122 / 261 , BCE in this minibatch:  7.384143829345703
Batch :  123 / 261 , BCE in this minibatch:  7.295900344848633
Batch :  124 / 261 , BCE in this minibatch:  4.405742168426514
Batch :  125 / 261 , BCE in this minibatch:  16.633777618408203
Batch :  126 / 261 , BCE in this minibatch:  6.260391712188721
Batch :  127 / 261 , BCE in this minibatch:  4.39909553527832
Batch :  128 / 261 , BCE in this minibatch:  7.039388656616211
Batch :  129 / 261 , BCE in this minibatch:  4.262911796569824
Batch :  130 / 261 , BCE in this minibatch:  15.056537628173828
Batch :  131 / 261 , BCE in this minibatch:  7.920933723449707
Batch :  132 / 261 , BCE in this minibatch:  7.574436187744141
Batch :  133 / 261 , BCE in this minibatch:  15.716968536376953
Batch :  134 / 261 , BCE in this minibatch:  8.215834617614746
Batch :  135 / 261 , BCE in this minibatch:  6.691765785217285
Batch :  136 / 261 , BCE in this minibatch:  4.9934983253479
Batch :  137 / 261 , BCE in this minibatch:  10.152482032775879
Batch :  138 / 261 , BCE in this minibatch:  8.684357643127441
Batch :  139 / 261 , BCE in this minibatch:  5.707794666290283
Batch :  140 / 261 , BCE in this minibatch:  4.640608787536621
Batch :  141 / 261 , BCE in this minibatch:  6.60426664352417
Batch :  142 / 261 , BCE in this minibatch:  7.732178688049316
Batch :  143 / 261 , BCE in this minibatch:  12.435811996459961
Batch :  144 / 261 , BCE in this minibatch:  8.408785820007324
Batch :  145 / 261 , BCE in this minibatch:  4.608424663543701
Batch :  146 / 261 , BCE in this minibatch:  7.439363479614258
Batch :  147 / 261 , BCE in this minibatch:  5.451922416687012
Batch :  148 / 261 , BCE in this minibatch:  5.8960041999816895
Batch :  149 / 261 , BCE in this minibatch:  5.157071590423584
Batch :  150 / 261 , BCE in this minibatch:  5.177889823913574
Batch :  151 / 261 , BCE in this minibatch:  4.55765962600708
Batch :  152 / 261 , BCE in this minibatch:  7.307799816131592
Batch :  153 / 261 , BCE in this minibatch:  5.65894889831543
Batch :  154 / 261 , BCE in this minibatch:  3.839759111404419
Batch :  155 / 261 , BCE in this minibatch:  3.5181596279144287
Batch :  156 / 261 , BCE in this minibatch:  7.7905097007751465
Batch :  157 / 261 , BCE in this minibatch:  6.110294342041016
Batch :  158 / 261 , BCE in this minibatch:  13.291327476501465
Batch :  159 / 261 , BCE in this minibatch:  6.425967693328857
Batch :  160 / 261 , BCE in this minibatch:  6.250145435333252
Batch :  161 / 261 , BCE in this minibatch:  8.887972831726074
Batch :  162 / 261 , BCE in this minibatch:  6.1228742599487305
Batch :  163 / 261 , BCE in this minibatch:  6.613912105560303
Batch :  164 / 261 , BCE in this minibatch:  12.73923397064209
Batch :  165 / 261 , BCE in this minibatch:  6.461477756500244
Batch :  166 / 261 , BCE in this minibatch:  15.361419677734375
Batch :  167 / 261 , BCE in this minibatch:  9.701101303100586
Batch :  168 / 261 , BCE in this minibatch:  10.58200454711914
Batch :  169 / 261 , BCE in this minibatch:  12.216872215270996
Batch :  170 / 261 , BCE in this minibatch:  13.460740089416504
Batch :  171 / 261 , BCE in this minibatch:  33.15531539916992
Batch :  172 / 261 , BCE in this minibatch:  33.96388626098633
Batch :  173 / 261 , BCE in this minibatch:  12.193564414978027
Batch :  174 / 261 , BCE in this minibatch:  7.336386203765869
Batch :  175 / 261 , BCE in this minibatch:  6.189995765686035
Batch :  176 / 261 , BCE in this minibatch:  7.044044494628906
Batch :  177 / 261 , BCE in this minibatch:  7.073885917663574
Batch :  178 / 261 , BCE in this minibatch:  8.088733673095703
Batch :  179 / 261 , BCE in this minibatch:  7.431876182556152
Batch :  180 / 261 , BCE in this minibatch:  7.507728099822998
Batch :  181 / 261 , BCE in this minibatch:  7.36180305480957
Batch :  182 / 261 , BCE in this minibatch:  5.994448184967041
Batch :  183 / 261 , BCE in this minibatch:  7.1590046882629395
Batch :  184 / 261 , BCE in this minibatch:  11.721356391906738
Batch :  185 / 261 , BCE in this minibatch:  6.209571361541748
Batch :  186 / 261 , BCE in this minibatch:  12.628973007202148
Batch :  187 / 261 , BCE in this minibatch:  5.756535530090332
Batch :  188 / 261 , BCE in this minibatch:  6.588724613189697
Batch :  189 / 261 , BCE in this minibatch:  5.683050632476807
Batch :  190 / 261 , BCE in this minibatch:  8.35891342163086
Batch :  191 / 261 , BCE in this minibatch:  11.27776050567627
Batch :  192 / 261 , BCE in this minibatch:  7.69649600982666
Batch :  193 / 261 , BCE in this minibatch:  8.22031021118164
Batch :  194 / 261 , BCE in this minibatch:  7.934993267059326
Batch :  195 / 261 , BCE in this minibatch:  4.967479228973389
Batch :  196 / 261 , BCE in this minibatch:  6.0672407150268555
Batch :  197 / 261 , BCE in this minibatch:  5.915951251983643
Batch :  198 / 261 , BCE in this minibatch:  9.340801239013672
Batch :  199 / 261 , BCE in this minibatch:  6.933633804321289
Batch :  200 / 261 , BCE in this minibatch:  11.804966926574707
Batch :  201 / 261 , BCE in this minibatch:  9.405390739440918
Batch :  202 / 261 , BCE in this minibatch:  10.856382369995117
Batch :  203 / 261 , BCE in this minibatch:  8.358247756958008
Batch :  204 / 261 , BCE in this minibatch:  7.185476303100586
Batch :  205 / 261 , BCE in this minibatch:  6.937093257904053
Batch :  206 / 261 , BCE in this minibatch:  7.5811309814453125
Batch :  207 / 261 , BCE in this minibatch:  7.542759895324707
Batch :  208 / 261 , BCE in this minibatch:  6.034162521362305
Batch :  209 / 261 , BCE in this minibatch:  7.603968620300293
Batch :  210 / 261 , BCE in this minibatch:  18.861940383911133
Batch :  211 / 261 , BCE in this minibatch:  22.473424911499023
Batch :  212 / 261 , BCE in this minibatch:  11.051079750061035
Batch :  213 / 261 , BCE in this minibatch:  17.666030883789062
Batch :  214 / 261 , BCE in this minibatch:  12.612031936645508
Batch :  215 / 261 , BCE in this minibatch:  4.729403495788574
Batch :  216 / 261 , BCE in this minibatch:  4.377222061157227
Batch :  217 / 261 , BCE in this minibatch:  4.408815860748291
Batch :  218 / 261 , BCE in this minibatch:  6.634928226470947
Batch :  219 / 261 , BCE in this minibatch:  7.015273571014404
Batch :  220 / 261 , BCE in this minibatch:  15.218494415283203
Batch :  221 / 261 , BCE in this minibatch:  8.813492774963379
Batch :  222 / 261 , BCE in this minibatch:  8.53087329864502
Batch :  223 / 261 , BCE in this minibatch:  5.513277530670166
Batch :  224 / 261 , BCE in this minibatch:  15.626188278198242
Batch :  225 / 261 , BCE in this minibatch:  26.999692916870117
Batch :  226 / 261 , BCE in this minibatch:  10.342117309570312
Batch :  227 / 261 , BCE in this minibatch:  6.220783233642578
Batch :  228 / 261 , BCE in this minibatch:  8.810091972351074
Batch :  229 / 261 , BCE in this minibatch:  8.09207820892334
Batch :  230 / 261 , BCE in this minibatch:  7.820005893707275
Batch :  231 / 261 , BCE in this minibatch:  8.946823120117188
Batch :  232 / 261 , BCE in this minibatch:  8.025708198547363
Batch :  233 / 261 , BCE in this minibatch:  8.644850730895996
Batch :  234 / 261 , BCE in this minibatch:  6.580299377441406
Batch :  235 / 261 , BCE in this minibatch:  8.674427032470703
Batch :  236 / 261 , BCE in this minibatch:  7.173277378082275
Batch :  237 / 261 , BCE in this minibatch:  6.024975299835205
Batch :  238 / 261 , BCE in this minibatch:  7.53873348236084
Batch :  239 / 261 , BCE in this minibatch:  6.233598709106445
Batch :  240 / 261 , BCE in this minibatch:  7.5944647789001465
Batch :  241 / 261 , BCE in this minibatch:  6.009565830230713
Batch :  242 / 261 , BCE in this minibatch:  5.359442710876465
Batch :  243 / 261 , BCE in this minibatch:  4.570529460906982
Batch :  244 / 261 , BCE in this minibatch:  5.74936580657959
Batch :  245 / 261 , BCE in this minibatch:  8.473855018615723
Batch :  246 / 261 , BCE in this minibatch:  7.0045928955078125
Batch :  247 / 261 , BCE in this minibatch:  8.552660942077637
Batch :  248 / 261 , BCE in this minibatch:  5.844056606292725
Batch :  249 / 261 , BCE in this minibatch:  8.976449966430664
Batch :  250 / 261 , BCE in this minibatch:  6.741540908813477
Batch :  251 / 261 , BCE in this minibatch:  5.148733615875244
Batch :  252 / 261 , BCE in this minibatch:  11.34543228149414
Batch :  253 / 261 , BCE in this minibatch:  12.498559951782227
Batch :  254 / 261 , BCE in this minibatch:  13.137188911437988
Batch :  255 / 261 , BCE in this minibatch:  6.950674533843994
Batch :  256 / 261 , BCE in this minibatch:  9.963580131530762
Batch :  257 / 261 , BCE in this minibatch:  10.520317077636719
Batch :  258 / 261 , BCE in this minibatch:  8.118931770324707
Batch :  259 / 261 , BCE in this minibatch:  6.29936408996582
Batch :  260 / 261 , BCE in this minibatch:  4.93580961227417
Batch :  261 / 261 , BCE in this minibatch:  4.467983245849609
epoch: 39  train_loss: 7.480210728115505
Batch :  1 / 261 , BCE in this minibatch:  3.903385639190674
Batch :  2 / 261 , BCE in this minibatch:  4.874558448791504
Batch :  3 / 261 , BCE in this minibatch:  4.823033332824707
Batch :  4 / 261 , BCE in this minibatch:  4.85318660736084
Batch :  5 / 261 , BCE in this minibatch:  5.4631547927856445
Batch :  6 / 261 , BCE in this minibatch:  5.153947353363037
Batch :  7 / 261 , BCE in this minibatch:  5.577727317810059
Batch :  8 / 261 , BCE in this minibatch:  5.11051607131958
Batch :  9 / 261 , BCE in this minibatch:  4.278934001922607
Batch :  10 / 261 , BCE in this minibatch:  4.95400333404541
Batch :  11 / 261 , BCE in this minibatch:  4.592288970947266
Batch :  12 / 261 , BCE in this minibatch:  4.664060592651367
Batch :  13 / 261 , BCE in this minibatch:  5.390392303466797
Batch :  14 / 261 , BCE in this minibatch:  5.323879718780518
Batch :  15 / 261 , BCE in this minibatch:  4.794976711273193
Batch :  16 / 261 , BCE in this minibatch:  5.083146572113037
Batch :  17 / 261 , BCE in this minibatch:  9.208927154541016
Batch :  18 / 261 , BCE in this minibatch:  5.0455098152160645
Batch :  19 / 261 , BCE in this minibatch:  4.432685852050781
Batch :  20 / 261 , BCE in this minibatch:  4.405806064605713
Batch :  21 / 261 , BCE in this minibatch:  4.248136043548584
Batch :  22 / 261 , BCE in this minibatch:  4.2346296310424805
Batch :  23 / 261 , BCE in this minibatch:  4.018675804138184
Batch :  24 / 261 , BCE in this minibatch:  5.366217136383057
Batch :  25 / 261 , BCE in this minibatch:  5.418256759643555
Batch :  26 / 261 , BCE in this minibatch:  5.049732208251953
Batch :  27 / 261 , BCE in this minibatch:  3.6925137042999268
Batch :  28 / 261 , BCE in this minibatch:  5.112551689147949
Batch :  29 / 261 , BCE in this minibatch:  4.288583755493164
Batch :  30 / 261 , BCE in this minibatch:  5.506360054016113
Batch :  31 / 261 , BCE in this minibatch:  4.244940280914307
Batch :  32 / 261 , BCE in this minibatch:  4.555607318878174
Batch :  33 / 261 , BCE in this minibatch:  4.354506015777588
Batch :  34 / 261 , BCE in this minibatch:  3.5891101360321045
Batch :  35 / 261 , BCE in this minibatch:  6.751700401306152
Batch :  36 / 261 , BCE in this minibatch:  4.037040710449219
Batch :  37 / 261 , BCE in this minibatch:  4.049847602844238
Batch :  38 / 261 , BCE in this minibatch:  3.831698179244995
Batch :  39 / 261 , BCE in this minibatch:  4.1671462059021
Batch :  40 / 261 , BCE in this minibatch:  5.461074352264404
Batch :  41 / 261 , BCE in this minibatch:  4.735091686248779
Batch :  42 / 261 , BCE in this minibatch:  6.419430732727051
Batch :  43 / 261 , BCE in this minibatch:  4.087686538696289
Batch :  44 / 261 , BCE in this minibatch:  5.6924333572387695
Batch :  45 / 261 , BCE in this minibatch:  4.06631326675415
Batch :  46 / 261 , BCE in this minibatch:  5.141867160797119
Batch :  47 / 261 , BCE in this minibatch:  8.594185829162598
Batch :  48 / 261 , BCE in this minibatch:  5.029463291168213
Batch :  49 / 261 , BCE in this minibatch:  4.7534050941467285
Batch :  50 / 261 , BCE in this minibatch:  9.049847602844238
Batch :  51 / 261 , BCE in this minibatch:  5.126020431518555
Batch :  52 / 261 , BCE in this minibatch:  5.149156093597412
Batch :  53 / 261 , BCE in this minibatch:  4.678767681121826
Batch :  54 / 261 , BCE in this minibatch:  7.044013500213623
Batch :  55 / 261 , BCE in this minibatch:  5.998592376708984
Batch :  56 / 261 , BCE in this minibatch:  6.12691068649292
Batch :  57 / 261 , BCE in this minibatch:  4.639706134796143
Batch :  58 / 261 , BCE in this minibatch:  8.828222274780273
Batch :  59 / 261 , BCE in this minibatch:  4.973695278167725
Batch :  60 / 261 , BCE in this minibatch:  5.64083194732666
Batch :  61 / 261 , BCE in this minibatch:  4.846511363983154
Batch :  62 / 261 , BCE in this minibatch:  4.3069939613342285
Batch :  63 / 261 , BCE in this minibatch:  4.265412330627441
Batch :  64 / 261 , BCE in this minibatch:  3.79715633392334
Batch :  65 / 261 , BCE in this minibatch:  5.538262844085693
Batch :  66 / 261 , BCE in this minibatch:  5.542322158813477
Batch :  67 / 261 , BCE in this minibatch:  7.5490217208862305
Batch :  68 / 261 , BCE in this minibatch:  4.661648273468018
Batch :  69 / 261 , BCE in this minibatch:  6.5482707023620605
Batch :  70 / 261 , BCE in this minibatch:  15.65157413482666
Batch :  71 / 261 , BCE in this minibatch:  5.392889022827148
Batch :  72 / 261 , BCE in this minibatch:  5.194901466369629
Batch :  73 / 261 , BCE in this minibatch:  14.154664993286133
Batch :  74 / 261 , BCE in this minibatch:  14.548382759094238
Batch :  75 / 261 , BCE in this minibatch:  5.561201095581055
Batch :  76 / 261 , BCE in this minibatch:  5.232500076293945
Batch :  77 / 261 , BCE in this minibatch:  6.325675964355469
Batch :  78 / 261 , BCE in this minibatch:  6.787031650543213
Batch :  79 / 261 , BCE in this minibatch:  4.703615665435791
Batch :  80 / 261 , BCE in this minibatch:  7.879903316497803
Batch :  81 / 261 , BCE in this minibatch:  6.382364749908447
Batch :  82 / 261 , BCE in this minibatch:  4.814642906188965
Batch :  83 / 261 , BCE in this minibatch:  9.631875038146973
Batch :  84 / 261 , BCE in this minibatch:  5.478675365447998
Batch :  85 / 261 , BCE in this minibatch:  6.179056644439697
Batch :  86 / 261 , BCE in this minibatch:  7.661999702453613
Batch :  87 / 261 , BCE in this minibatch:  5.286181449890137
Batch :  88 / 261 , BCE in this minibatch:  6.282359600067139
Batch :  89 / 261 , BCE in this minibatch:  5.036484241485596
Batch :  90 / 261 , BCE in this minibatch:  5.4308857917785645
Batch :  91 / 261 , BCE in this minibatch:  4.299055099487305
Batch :  92 / 261 , BCE in this minibatch:  5.818295001983643
Batch :  93 / 261 , BCE in this minibatch:  8.438645362854004
Batch :  94 / 261 , BCE in this minibatch:  12.09573745727539
Batch :  95 / 261 , BCE in this minibatch:  8.872125625610352
Batch :  96 / 261 , BCE in this minibatch:  7.818554401397705
Batch :  97 / 261 , BCE in this minibatch:  9.982606887817383
Batch :  98 / 261 , BCE in this minibatch:  5.673647403717041
Batch :  99 / 261 , BCE in this minibatch:  7.260455131530762
Batch :  100 / 261 , BCE in this minibatch:  12.112482070922852
Batch :  101 / 261 , BCE in this minibatch:  5.216741561889648
Batch :  102 / 261 , BCE in this minibatch:  4.859888076782227
Batch :  103 / 261 , BCE in this minibatch:  6.73759126663208
Batch :  104 / 261 , BCE in this minibatch:  5.202075958251953
Batch :  105 / 261 , BCE in this minibatch:  9.248141288757324
Batch :  106 / 261 , BCE in this minibatch:  5.751953601837158
Batch :  107 / 261 , BCE in this minibatch:  5.954876899719238
Batch :  108 / 261 , BCE in this minibatch:  4.305717945098877
Batch :  109 / 261 , BCE in this minibatch:  6.29721212387085
Batch :  110 / 261 , BCE in this minibatch:  9.805452346801758
Batch :  111 / 261 , BCE in this minibatch:  5.6424407958984375
Batch :  112 / 261 , BCE in this minibatch:  7.516714096069336
Batch :  113 / 261 , BCE in this minibatch:  7.942720890045166
Batch :  114 / 261 , BCE in this minibatch:  7.461951732635498
Batch :  115 / 261 , BCE in this minibatch:  7.554124355316162
Batch :  116 / 261 , BCE in this minibatch:  6.03240442276001
Batch :  117 / 261 , BCE in this minibatch:  8.24203109741211
Batch :  118 / 261 , BCE in this minibatch:  7.898261070251465
Batch :  119 / 261 , BCE in this minibatch:  7.243617534637451
Batch :  120 / 261 , BCE in this minibatch:  7.616751194000244
Batch :  121 / 261 , BCE in this minibatch:  5.3690690994262695
Batch :  122 / 261 , BCE in this minibatch:  7.384474754333496
Batch :  123 / 261 , BCE in this minibatch:  7.258023262023926
Batch :  124 / 261 , BCE in this minibatch:  4.3798322677612305
Batch :  125 / 261 , BCE in this minibatch:  16.57660675048828
Batch :  126 / 261 , BCE in this minibatch:  6.2208733558654785
Batch :  127 / 261 , BCE in this minibatch:  4.371231555938721
Batch :  128 / 261 , BCE in this minibatch:  7.07052755355835
Batch :  129 / 261 , BCE in this minibatch:  4.2603678703308105
Batch :  130 / 261 , BCE in this minibatch:  14.989341735839844
Batch :  131 / 261 , BCE in this minibatch:  7.927777290344238
Batch :  132 / 261 , BCE in this minibatch:  7.560370445251465
Batch :  133 / 261 , BCE in this minibatch:  15.646430015563965
Batch :  134 / 261 , BCE in this minibatch:  8.197134017944336
Batch :  135 / 261 , BCE in this minibatch:  6.611117839813232
Batch :  136 / 261 , BCE in this minibatch:  4.974858283996582
Batch :  137 / 261 , BCE in this minibatch:  10.128753662109375
Batch :  138 / 261 , BCE in this minibatch:  8.649941444396973
Batch :  139 / 261 , BCE in this minibatch:  5.6401686668396
Batch :  140 / 261 , BCE in this minibatch:  4.608619689941406
Batch :  141 / 261 , BCE in this minibatch:  6.626553058624268
Batch :  142 / 261 , BCE in this minibatch:  7.666513442993164
Batch :  143 / 261 , BCE in this minibatch:  12.390998840332031
Batch :  144 / 261 , BCE in this minibatch:  8.304826736450195
Batch :  145 / 261 , BCE in this minibatch:  4.569206714630127
Batch :  146 / 261 , BCE in this minibatch:  7.459605693817139
Batch :  147 / 261 , BCE in this minibatch:  5.455270767211914
Batch :  148 / 261 , BCE in this minibatch:  5.886978626251221
Batch :  149 / 261 , BCE in this minibatch:  5.177922248840332
Batch :  150 / 261 , BCE in this minibatch:  5.143406391143799
Batch :  151 / 261 , BCE in this minibatch:  4.5380377769470215
Batch :  152 / 261 , BCE in this minibatch:  7.23646354675293
Batch :  153 / 261 , BCE in this minibatch:  5.599066257476807
Batch :  154 / 261 , BCE in this minibatch:  3.8362574577331543
Batch :  155 / 261 , BCE in this minibatch:  3.5056748390197754
Batch :  156 / 261 , BCE in this minibatch:  7.749273300170898
Batch :  157 / 261 , BCE in this minibatch:  6.092049598693848
Batch :  158 / 261 , BCE in this minibatch:  13.186022758483887
Batch :  159 / 261 , BCE in this minibatch:  6.394782543182373
Batch :  160 / 261 , BCE in this minibatch:  6.253011703491211
Batch :  161 / 261 , BCE in this minibatch:  8.864953994750977
Batch :  162 / 261 , BCE in this minibatch:  6.094043254852295
Batch :  163 / 261 , BCE in this minibatch:  6.621151924133301
Batch :  164 / 261 , BCE in this minibatch:  12.680380821228027
Batch :  165 / 261 , BCE in this minibatch:  6.471302032470703
Batch :  166 / 261 , BCE in this minibatch:  15.281960487365723
Batch :  167 / 261 , BCE in this minibatch:  9.605997085571289
Batch :  168 / 261 , BCE in this minibatch:  10.477957725524902
Batch :  169 / 261 , BCE in this minibatch:  12.235774993896484
Batch :  170 / 261 , BCE in this minibatch:  13.49091625213623
Batch :  171 / 261 , BCE in this minibatch:  33.072731018066406
Batch :  172 / 261 , BCE in this minibatch:  33.90879821777344
Batch :  173 / 261 , BCE in this minibatch:  12.12064266204834
Batch :  174 / 261 , BCE in this minibatch:  7.323809623718262
Batch :  175 / 261 , BCE in this minibatch:  6.148591995239258
Batch :  176 / 261 , BCE in this minibatch:  7.063561916351318
Batch :  177 / 261 , BCE in this minibatch:  7.0621795654296875
Batch :  178 / 261 , BCE in this minibatch:  8.055938720703125
Batch :  179 / 261 , BCE in this minibatch:  7.3323211669921875
Batch :  180 / 261 , BCE in this minibatch:  7.462427616119385
Batch :  181 / 261 , BCE in this minibatch:  7.326706409454346
Batch :  182 / 261 , BCE in this minibatch:  5.908188819885254
Batch :  183 / 261 , BCE in this minibatch:  7.180129051208496
Batch :  184 / 261 , BCE in this minibatch:  11.666646957397461
Batch :  185 / 261 , BCE in this minibatch:  6.161797523498535
Batch :  186 / 261 , BCE in this minibatch:  12.586426734924316
Batch :  187 / 261 , BCE in this minibatch:  5.693293571472168
Batch :  188 / 261 , BCE in this minibatch:  6.575923919677734
Batch :  189 / 261 , BCE in this minibatch:  5.656624794006348
Batch :  190 / 261 , BCE in this minibatch:  8.312009811401367
Batch :  191 / 261 , BCE in this minibatch:  11.280627250671387
Batch :  192 / 261 , BCE in this minibatch:  7.680989742279053
Batch :  193 / 261 , BCE in this minibatch:  8.131155967712402
Batch :  194 / 261 , BCE in this minibatch:  7.926724910736084
Batch :  195 / 261 , BCE in this minibatch:  4.952183246612549
Batch :  196 / 261 , BCE in this minibatch:  6.000615119934082
Batch :  197 / 261 , BCE in this minibatch:  5.892910003662109
Batch :  198 / 261 , BCE in this minibatch:  9.323654174804688
Batch :  199 / 261 , BCE in this minibatch:  6.84231424331665
Batch :  200 / 261 , BCE in this minibatch:  11.781648635864258
Batch :  201 / 261 , BCE in this minibatch:  9.42301082611084
Batch :  202 / 261 , BCE in this minibatch:  10.805944442749023
Batch :  203 / 261 , BCE in this minibatch:  8.326472282409668
Batch :  204 / 261 , BCE in this minibatch:  7.188831806182861
Batch :  205 / 261 , BCE in this minibatch:  6.91007137298584
Batch :  206 / 261 , BCE in this minibatch:  7.598865032196045
Batch :  207 / 261 , BCE in this minibatch:  7.441903114318848
Batch :  208 / 261 , BCE in this minibatch:  5.999953746795654
Batch :  209 / 261 , BCE in this minibatch:  7.606167316436768
Batch :  210 / 261 , BCE in this minibatch:  18.79326057434082
Batch :  211 / 261 , BCE in this minibatch:  22.371843338012695
Batch :  212 / 261 , BCE in this minibatch:  10.9535551071167
Batch :  213 / 261 , BCE in this minibatch:  17.638641357421875
Batch :  214 / 261 , BCE in this minibatch:  12.606040000915527
Batch :  215 / 261 , BCE in this minibatch:  4.72586727142334
Batch :  216 / 261 , BCE in this minibatch:  4.354273796081543
Batch :  217 / 261 , BCE in this minibatch:  4.399674892425537
Batch :  218 / 261 , BCE in this minibatch:  6.639503002166748
Batch :  219 / 261 , BCE in this minibatch:  7.001143455505371
Batch :  220 / 261 , BCE in this minibatch:  15.242218971252441
Batch :  221 / 261 , BCE in this minibatch:  8.789280891418457
Batch :  222 / 261 , BCE in this minibatch:  8.540884017944336
Batch :  223 / 261 , BCE in this minibatch:  5.478402614593506
Batch :  224 / 261 , BCE in this minibatch:  15.566009521484375
Batch :  225 / 261 , BCE in this minibatch:  26.87305450439453
Batch :  226 / 261 , BCE in this minibatch:  10.312891006469727
Batch :  227 / 261 , BCE in this minibatch:  6.211080074310303
Batch :  228 / 261 , BCE in this minibatch:  8.823920249938965
Batch :  229 / 261 , BCE in this minibatch:  8.068742752075195
Batch :  230 / 261 , BCE in this minibatch:  7.764339923858643
Batch :  231 / 261 , BCE in this minibatch:  8.824490547180176
Batch :  232 / 261 , BCE in this minibatch:  8.045783042907715
Batch :  233 / 261 , BCE in this minibatch:  8.542726516723633
Batch :  234 / 261 , BCE in this minibatch:  6.539004802703857
Batch :  235 / 261 , BCE in this minibatch:  8.6520414352417
Batch :  236 / 261 , BCE in this minibatch:  7.136192798614502
Batch :  237 / 261 , BCE in this minibatch:  6.022518634796143
Batch :  238 / 261 , BCE in this minibatch:  7.568865776062012
Batch :  239 / 261 , BCE in this minibatch:  6.225483417510986
Batch :  240 / 261 , BCE in this minibatch:  7.65239143371582
Batch :  241 / 261 , BCE in this minibatch:  5.985473155975342
Batch :  242 / 261 , BCE in this minibatch:  5.3413987159729
Batch :  243 / 261 , BCE in this minibatch:  4.555479526519775
Batch :  244 / 261 , BCE in this minibatch:  5.73082971572876
Batch :  245 / 261 , BCE in this minibatch:  8.41695785522461
Batch :  246 / 261 , BCE in this minibatch:  7.019111633300781
Batch :  247 / 261 , BCE in this minibatch:  8.58391284942627
Batch :  248 / 261 , BCE in this minibatch:  5.809081554412842
Batch :  249 / 261 , BCE in this minibatch:  8.965306282043457
Batch :  250 / 261 , BCE in this minibatch:  6.696608543395996
Batch :  251 / 261 , BCE in this minibatch:  5.133550643920898
Batch :  252 / 261 , BCE in this minibatch:  11.266584396362305
Batch :  253 / 261 , BCE in this minibatch:  12.448473930358887
Batch :  254 / 261 , BCE in this minibatch:  13.146312713623047
Batch :  255 / 261 , BCE in this minibatch:  6.904375076293945
Batch :  256 / 261 , BCE in this minibatch:  9.928807258605957
Batch :  257 / 261 , BCE in this minibatch:  10.514626502990723
Batch :  258 / 261 , BCE in this minibatch:  8.135492324829102
Batch :  259 / 261 , BCE in this minibatch:  6.260066986083984
Batch :  260 / 261 , BCE in this minibatch:  4.971165657043457
Batch :  261 / 261 , BCE in this minibatch:  4.380261421203613
epoch: 40  train_loss: 7.456994267715805
Batch :  1 / 261 , BCE in this minibatch:  3.8992974758148193
Batch :  2 / 261 , BCE in this minibatch:  4.836824417114258
Batch :  3 / 261 , BCE in this minibatch:  4.810891151428223
Batch :  4 / 261 , BCE in this minibatch:  4.849802017211914
Batch :  5 / 261 , BCE in this minibatch:  5.443142414093018
Batch :  6 / 261 , BCE in this minibatch:  5.158425331115723
Batch :  7 / 261 , BCE in this minibatch:  5.531375408172607
Batch :  8 / 261 , BCE in this minibatch:  5.129966735839844
Batch :  9 / 261 , BCE in this minibatch:  4.282009601593018
Batch :  10 / 261 , BCE in this minibatch:  4.926644802093506
Batch :  11 / 261 , BCE in this minibatch:  4.566565990447998
Batch :  12 / 261 , BCE in this minibatch:  4.675051689147949
Batch :  13 / 261 , BCE in this minibatch:  5.3067216873168945
Batch :  14 / 261 , BCE in this minibatch:  5.337993144989014
Batch :  15 / 261 , BCE in this minibatch:  4.77454137802124
Batch :  16 / 261 , BCE in this minibatch:  5.051040172576904
Batch :  17 / 261 , BCE in this minibatch:  9.175601959228516
Batch :  18 / 261 , BCE in this minibatch:  5.03549861907959
Batch :  19 / 261 , BCE in this minibatch:  4.4344353675842285
Batch :  20 / 261 , BCE in this minibatch:  4.393702983856201
Batch :  21 / 261 , BCE in this minibatch:  4.213808059692383
Batch :  22 / 261 , BCE in this minibatch:  4.20174503326416
Batch :  23 / 261 , BCE in this minibatch:  4.060550689697266
Batch :  24 / 261 , BCE in this minibatch:  5.365252494812012
Batch :  25 / 261 , BCE in this minibatch:  5.432192325592041
Batch :  26 / 261 , BCE in this minibatch:  5.002866744995117
Batch :  27 / 261 , BCE in this minibatch:  3.6815543174743652
Batch :  28 / 261 , BCE in this minibatch:  5.1244354248046875
Batch :  29 / 261 , BCE in this minibatch:  4.29974365234375
Batch :  30 / 261 , BCE in this minibatch:  5.455721378326416
Batch :  31 / 261 , BCE in this minibatch:  4.235965251922607
Batch :  32 / 261 , BCE in this minibatch:  4.5198774337768555
Batch :  33 / 261 , BCE in this minibatch:  4.336762428283691
Batch :  34 / 261 , BCE in this minibatch:  3.568481206893921
Batch :  35 / 261 , BCE in this minibatch:  6.779356956481934
Batch :  36 / 261 , BCE in this minibatch:  4.014442443847656
Batch :  37 / 261 , BCE in this minibatch:  4.070429801940918
Batch :  38 / 261 , BCE in this minibatch:  3.8023741245269775
Batch :  39 / 261 , BCE in this minibatch:  4.155180931091309
Batch :  40 / 261 , BCE in this minibatch:  5.424595355987549
Batch :  41 / 261 , BCE in this minibatch:  4.7342729568481445
Batch :  42 / 261 , BCE in this minibatch:  6.391773700714111
Batch :  43 / 261 , BCE in this minibatch:  4.054234504699707
Batch :  44 / 261 , BCE in this minibatch:  5.689112186431885
Batch :  45 / 261 , BCE in this minibatch:  4.063568592071533
Batch :  46 / 261 , BCE in this minibatch:  5.143433094024658
Batch :  47 / 261 , BCE in this minibatch:  8.583916664123535
Batch :  48 / 261 , BCE in this minibatch:  5.030927658081055
Batch :  49 / 261 , BCE in this minibatch:  4.772804260253906
Batch :  50 / 261 , BCE in this minibatch:  9.035929679870605
Batch :  51 / 261 , BCE in this minibatch:  5.138778209686279
Batch :  52 / 261 , BCE in this minibatch:  5.094379901885986
Batch :  53 / 261 , BCE in this minibatch:  4.660542964935303
Batch :  54 / 261 , BCE in this minibatch:  7.071939945220947
Batch :  55 / 261 , BCE in this minibatch:  6.020482063293457
Batch :  56 / 261 , BCE in this minibatch:  6.132834434509277
Batch :  57 / 261 , BCE in this minibatch:  4.606405258178711
Batch :  58 / 261 , BCE in this minibatch:  8.84496784210205
Batch :  59 / 261 , BCE in this minibatch:  4.942172527313232
Batch :  60 / 261 , BCE in this minibatch:  5.618364334106445
Batch :  61 / 261 , BCE in this minibatch:  4.840009689331055
Batch :  62 / 261 , BCE in this minibatch:  4.303204536437988
Batch :  63 / 261 , BCE in this minibatch:  4.233697891235352
Batch :  64 / 261 , BCE in this minibatch:  3.7557055950164795
Batch :  65 / 261 , BCE in this minibatch:  5.491878509521484
Batch :  66 / 261 , BCE in this minibatch:  5.528546333312988
Batch :  67 / 261 , BCE in this minibatch:  7.535449504852295
Batch :  68 / 261 , BCE in this minibatch:  4.63002872467041
Batch :  69 / 261 , BCE in this minibatch:  6.569286346435547
Batch :  70 / 261 , BCE in this minibatch:  15.615033149719238
Batch :  71 / 261 , BCE in this minibatch:  5.384181976318359
Batch :  72 / 261 , BCE in this minibatch:  5.191076278686523
Batch :  73 / 261 , BCE in this minibatch:  14.190235137939453
Batch :  74 / 261 , BCE in this minibatch:  14.498469352722168
Batch :  75 / 261 , BCE in this minibatch:  5.575491428375244
Batch :  76 / 261 , BCE in this minibatch:  5.268428802490234
Batch :  77 / 261 , BCE in this minibatch:  6.286858081817627
Batch :  78 / 261 , BCE in this minibatch:  6.806007385253906
Batch :  79 / 261 , BCE in this minibatch:  4.668112277984619
Batch :  80 / 261 , BCE in this minibatch:  7.8616414070129395
Batch :  81 / 261 , BCE in this minibatch:  6.291677951812744
Batch :  82 / 261 , BCE in this minibatch:  4.79832124710083
Batch :  83 / 261 , BCE in this minibatch:  9.577411651611328
Batch :  84 / 261 , BCE in this minibatch:  5.456401348114014
Batch :  85 / 261 , BCE in this minibatch:  6.1706109046936035
Batch :  86 / 261 , BCE in this minibatch:  7.617621898651123
Batch :  87 / 261 , BCE in this minibatch:  5.239933490753174
Batch :  88 / 261 , BCE in this minibatch:  6.265705585479736
Batch :  89 / 261 , BCE in this minibatch:  4.972760200500488
Batch :  90 / 261 , BCE in this minibatch:  5.441232681274414
Batch :  91 / 261 , BCE in this minibatch:  4.249828815460205
Batch :  92 / 261 , BCE in this minibatch:  5.80171537399292
Batch :  93 / 261 , BCE in this minibatch:  8.42965316772461
Batch :  94 / 261 , BCE in this minibatch:  12.055691719055176
Batch :  95 / 261 , BCE in this minibatch:  8.806610107421875
Batch :  96 / 261 , BCE in this minibatch:  7.77521276473999
Batch :  97 / 261 , BCE in this minibatch:  9.954641342163086
Batch :  98 / 261 , BCE in this minibatch:  5.663393497467041
Batch :  99 / 261 , BCE in this minibatch:  7.228430271148682
Batch :  100 / 261 , BCE in this minibatch:  12.119832038879395
Batch :  101 / 261 , BCE in this minibatch:  5.192545413970947
Batch :  102 / 261 , BCE in this minibatch:  4.842433929443359
Batch :  103 / 261 , BCE in this minibatch:  6.708067417144775
Batch :  104 / 261 , BCE in this minibatch:  5.1349287033081055
Batch :  105 / 261 , BCE in this minibatch:  9.170609474182129
Batch :  106 / 261 , BCE in this minibatch:  5.793095588684082
Batch :  107 / 261 , BCE in this minibatch:  5.961095809936523
Batch :  108 / 261 , BCE in this minibatch:  4.297157287597656
Batch :  109 / 261 , BCE in this minibatch:  6.265353679656982
Batch :  110 / 261 , BCE in this minibatch:  9.797135353088379
Batch :  111 / 261 , BCE in this minibatch:  5.636384963989258
Batch :  112 / 261 , BCE in this minibatch:  7.479990005493164
Batch :  113 / 261 , BCE in this minibatch:  7.978659629821777
Batch :  114 / 261 , BCE in this minibatch:  7.423438549041748
Batch :  115 / 261 , BCE in this minibatch:  7.524169445037842
Batch :  116 / 261 , BCE in this minibatch:  6.046217918395996
Batch :  117 / 261 , BCE in this minibatch:  8.233266830444336
Batch :  118 / 261 , BCE in this minibatch:  7.934754848480225
Batch :  119 / 261 , BCE in this minibatch:  7.278783321380615
Batch :  120 / 261 , BCE in this minibatch:  7.531545639038086
Batch :  121 / 261 , BCE in this minibatch:  5.331246376037598
Batch :  122 / 261 , BCE in this minibatch:  7.415401458740234
Batch :  123 / 261 , BCE in this minibatch:  7.236379623413086
Batch :  124 / 261 , BCE in this minibatch:  4.393022537231445
Batch :  125 / 261 , BCE in this minibatch:  16.408889770507812
Batch :  126 / 261 , BCE in this minibatch:  6.232417106628418
Batch :  127 / 261 , BCE in this minibatch:  4.357629299163818
Batch :  128 / 261 , BCE in this minibatch:  7.015875816345215
Batch :  129 / 261 , BCE in this minibatch:  4.208467483520508
Batch :  130 / 261 , BCE in this minibatch:  14.941027641296387
Batch :  131 / 261 , BCE in this minibatch:  7.906619548797607
Batch :  132 / 261 , BCE in this minibatch:  7.492741584777832
Batch :  133 / 261 , BCE in this minibatch:  15.547853469848633
Batch :  134 / 261 , BCE in this minibatch:  8.229610443115234
Batch :  135 / 261 , BCE in this minibatch:  6.601681232452393
Batch :  136 / 261 , BCE in this minibatch:  4.964433670043945
Batch :  137 / 261 , BCE in this minibatch:  10.133273124694824
Batch :  138 / 261 , BCE in this minibatch:  8.612592697143555
Batch :  139 / 261 , BCE in this minibatch:  5.674580097198486
Batch :  140 / 261 , BCE in this minibatch:  4.593680381774902
Batch :  141 / 261 , BCE in this minibatch:  6.575520038604736
Batch :  142 / 261 , BCE in this minibatch:  7.681732654571533
Batch :  143 / 261 , BCE in this minibatch:  12.344650268554688
Batch :  144 / 261 , BCE in this minibatch:  8.26302719116211
Batch :  145 / 261 , BCE in this minibatch:  4.53082799911499
Batch :  146 / 261 , BCE in this minibatch:  7.402700424194336
Batch :  147 / 261 , BCE in this minibatch:  5.419915199279785
Batch :  148 / 261 , BCE in this minibatch:  5.864880561828613
Batch :  149 / 261 , BCE in this minibatch:  5.138984203338623
Batch :  150 / 261 , BCE in this minibatch:  5.111939430236816
Batch :  151 / 261 , BCE in this minibatch:  4.573739051818848
Batch :  152 / 261 , BCE in this minibatch:  7.215871810913086
Batch :  153 / 261 , BCE in this minibatch:  5.6095170974731445
Batch :  154 / 261 , BCE in this minibatch:  3.826904773712158
Batch :  155 / 261 , BCE in this minibatch:  3.4754059314727783
Batch :  156 / 261 , BCE in this minibatch:  7.728304386138916
Batch :  157 / 261 , BCE in this minibatch:  6.073715686798096
Batch :  158 / 261 , BCE in this minibatch:  13.217584609985352
Batch :  159 / 261 , BCE in this minibatch:  6.390437602996826
Batch :  160 / 261 , BCE in this minibatch:  6.243751049041748
Batch :  161 / 261 , BCE in this minibatch:  8.831853866577148
Batch :  162 / 261 , BCE in this minibatch:  6.087626934051514
Batch :  163 / 261 , BCE in this minibatch:  6.618141174316406
Batch :  164 / 261 , BCE in this minibatch:  12.595602989196777
Batch :  165 / 261 , BCE in this minibatch:  6.441611289978027
Batch :  166 / 261 , BCE in this minibatch:  15.304784774780273
Batch :  167 / 261 , BCE in this minibatch:  9.607223510742188
Batch :  168 / 261 , BCE in this minibatch:  10.413485527038574
Batch :  169 / 261 , BCE in this minibatch:  12.14757251739502
Batch :  170 / 261 , BCE in this minibatch:  13.518543243408203
Batch :  171 / 261 , BCE in this minibatch:  33.031822204589844
Batch :  172 / 261 , BCE in this minibatch:  33.83220291137695
Batch :  173 / 261 , BCE in this minibatch:  12.065640449523926
Batch :  174 / 261 , BCE in this minibatch:  7.327434062957764
Batch :  175 / 261 , BCE in this minibatch:  6.081132411956787
Batch :  176 / 261 , BCE in this minibatch:  7.127816677093506
Batch :  177 / 261 , BCE in this minibatch:  7.024857997894287
Batch :  178 / 261 , BCE in this minibatch:  8.020462989807129
Batch :  179 / 261 , BCE in this minibatch:  7.382614612579346
Batch :  180 / 261 , BCE in this minibatch:  7.471457481384277
Batch :  181 / 261 , BCE in this minibatch:  7.276694297790527
Batch :  182 / 261 , BCE in this minibatch:  5.941370010375977
Batch :  183 / 261 , BCE in this minibatch:  7.155129432678223
Batch :  184 / 261 , BCE in this minibatch:  11.6323881149292
Batch :  185 / 261 , BCE in this minibatch:  6.208698272705078
Batch :  186 / 261 , BCE in this minibatch:  12.574226379394531
Batch :  187 / 261 , BCE in this minibatch:  5.723508358001709
Batch :  188 / 261 , BCE in this minibatch:  6.584526062011719
Batch :  189 / 261 , BCE in this minibatch:  5.694667816162109
Batch :  190 / 261 , BCE in this minibatch:  8.267264366149902
Batch :  191 / 261 , BCE in this minibatch:  11.223623275756836
Batch :  192 / 261 , BCE in this minibatch:  7.644890785217285
Batch :  193 / 261 , BCE in this minibatch:  8.135854721069336
Batch :  194 / 261 , BCE in this minibatch:  7.932792663574219
Batch :  195 / 261 , BCE in this minibatch:  4.956197738647461
Batch :  196 / 261 , BCE in this minibatch:  6.018923759460449
Batch :  197 / 261 , BCE in this minibatch:  5.905195236206055
Batch :  198 / 261 , BCE in this minibatch:  9.304110527038574
Batch :  199 / 261 , BCE in this minibatch:  6.877328872680664
Batch :  200 / 261 , BCE in this minibatch:  11.724746704101562
Batch :  201 / 261 , BCE in this minibatch:  9.434757232666016
Batch :  202 / 261 , BCE in this minibatch:  10.792245864868164
Batch :  203 / 261 , BCE in this minibatch:  8.284089088439941
Batch :  204 / 261 , BCE in this minibatch:  7.179961681365967
Batch :  205 / 261 , BCE in this minibatch:  6.879339218139648
Batch :  206 / 261 , BCE in this minibatch:  7.579556941986084
Batch :  207 / 261 , BCE in this minibatch:  7.4733195304870605
Batch :  208 / 261 , BCE in this minibatch:  5.950930118560791
Batch :  209 / 261 , BCE in this minibatch:  7.631039142608643
Batch :  210 / 261 , BCE in this minibatch:  18.850980758666992
Batch :  211 / 261 , BCE in this minibatch:  22.308860778808594
Batch :  212 / 261 , BCE in this minibatch:  10.978836059570312
Batch :  213 / 261 , BCE in this minibatch:  17.580942153930664
Batch :  214 / 261 , BCE in this minibatch:  12.540087699890137
Batch :  215 / 261 , BCE in this minibatch:  4.6929850578308105
Batch :  216 / 261 , BCE in this minibatch:  4.3402419090271
Batch :  217 / 261 , BCE in this minibatch:  4.3883442878723145
Batch :  218 / 261 , BCE in this minibatch:  6.607264995574951
Batch :  219 / 261 , BCE in this minibatch:  6.915133953094482
Batch :  220 / 261 , BCE in this minibatch:  15.210370063781738
Batch :  221 / 261 , BCE in this minibatch:  8.776601791381836
Batch :  222 / 261 , BCE in this minibatch:  8.482104301452637
Batch :  223 / 261 , BCE in this minibatch:  5.490660667419434
Batch :  224 / 261 , BCE in this minibatch:  15.465909004211426
Batch :  225 / 261 , BCE in this minibatch:  26.749286651611328
Batch :  226 / 261 , BCE in this minibatch:  10.237809181213379
Batch :  227 / 261 , BCE in this minibatch:  6.205204486846924
Batch :  228 / 261 , BCE in this minibatch:  8.732654571533203
Batch :  229 / 261 , BCE in this minibatch:  8.033645629882812
Batch :  230 / 261 , BCE in this minibatch:  7.788194179534912
Batch :  231 / 261 , BCE in this minibatch:  8.790290832519531
Batch :  232 / 261 , BCE in this minibatch:  8.02146053314209
Batch :  233 / 261 , BCE in this minibatch:  8.634442329406738
Batch :  234 / 261 , BCE in this minibatch:  6.586686611175537
Batch :  235 / 261 , BCE in this minibatch:  8.65894603729248
Batch :  236 / 261 , BCE in this minibatch:  7.1139631271362305
Batch :  237 / 261 , BCE in this minibatch:  5.980330944061279
Batch :  238 / 261 , BCE in this minibatch:  7.5387187004089355
Batch :  239 / 261 , BCE in this minibatch:  6.206871509552002
Batch :  240 / 261 , BCE in this minibatch:  7.581178665161133
Batch :  241 / 261 , BCE in this minibatch:  5.948371887207031
Batch :  242 / 261 , BCE in this minibatch:  5.297155380249023
Batch :  243 / 261 , BCE in this minibatch:  4.480576992034912
Batch :  244 / 261 , BCE in this minibatch:  5.692416667938232
Batch :  245 / 261 , BCE in this minibatch:  8.407767295837402
Batch :  246 / 261 , BCE in this minibatch:  7.002429485321045
Batch :  247 / 261 , BCE in this minibatch:  8.473423957824707
Batch :  248 / 261 , BCE in this minibatch:  5.786799907684326
Batch :  249 / 261 , BCE in this minibatch:  8.936898231506348
Batch :  250 / 261 , BCE in this minibatch:  6.644466876983643
Batch :  251 / 261 , BCE in this minibatch:  5.100205421447754
Batch :  252 / 261 , BCE in this minibatch:  11.286484718322754
Batch :  253 / 261 , BCE in this minibatch:  12.387361526489258
Batch :  254 / 261 , BCE in this minibatch:  13.166881561279297
Batch :  255 / 261 , BCE in this minibatch:  6.905415058135986
Batch :  256 / 261 , BCE in this minibatch:  9.915326118469238
Batch :  257 / 261 , BCE in this minibatch:  10.46650218963623
Batch :  258 / 261 , BCE in this minibatch:  8.112390518188477
Batch :  259 / 261 , BCE in this minibatch:  6.229279518127441
Batch :  260 / 261 , BCE in this minibatch:  4.954285144805908
Batch :  261 / 261 , BCE in this minibatch:  4.3906755447387695
epoch: 41  train_loss: 7.438144023391022
Batch :  1 / 261 , BCE in this minibatch:  3.8865199089050293
Batch :  2 / 261 , BCE in this minibatch:  4.830468654632568
Batch :  3 / 261 , BCE in this minibatch:  4.7868242263793945
Batch :  4 / 261 , BCE in this minibatch:  4.866915225982666
Batch :  5 / 261 , BCE in this minibatch:  5.391273021697998
Batch :  6 / 261 , BCE in this minibatch:  5.124520301818848
Batch :  7 / 261 , BCE in this minibatch:  5.502801895141602
Batch :  8 / 261 , BCE in this minibatch:  5.096137523651123
Batch :  9 / 261 , BCE in this minibatch:  4.266117572784424
Batch :  10 / 261 , BCE in this minibatch:  4.868359088897705
Batch :  11 / 261 , BCE in this minibatch:  4.537895202636719
Batch :  12 / 261 , BCE in this minibatch:  4.661719799041748
Batch :  13 / 261 , BCE in this minibatch:  5.3310723304748535
Batch :  14 / 261 , BCE in this minibatch:  5.331395149230957
Batch :  15 / 261 , BCE in this minibatch:  4.780953407287598
Batch :  16 / 261 , BCE in this minibatch:  5.0453386306762695
Batch :  17 / 261 , BCE in this minibatch:  9.215607643127441
Batch :  18 / 261 , BCE in this minibatch:  5.044401168823242
Batch :  19 / 261 , BCE in this minibatch:  4.428572654724121
Batch :  20 / 261 , BCE in this minibatch:  4.3992228507995605
Batch :  21 / 261 , BCE in this minibatch:  4.243551731109619
Batch :  22 / 261 , BCE in this minibatch:  4.249418258666992
Batch :  23 / 261 , BCE in this minibatch:  4.035122394561768
Batch :  24 / 261 , BCE in this minibatch:  5.359058380126953
Batch :  25 / 261 , BCE in this minibatch:  5.45227575302124
Batch :  26 / 261 , BCE in this minibatch:  5.0183868408203125
Batch :  27 / 261 , BCE in this minibatch:  3.685370683670044
Batch :  28 / 261 , BCE in this minibatch:  5.0765509605407715
Batch :  29 / 261 , BCE in this minibatch:  4.277242660522461
Batch :  30 / 261 , BCE in this minibatch:  5.481396675109863
Batch :  31 / 261 , BCE in this minibatch:  4.211536884307861
Batch :  32 / 261 , BCE in this minibatch:  4.492329120635986
Batch :  33 / 261 , BCE in this minibatch:  4.346799373626709
Batch :  34 / 261 , BCE in this minibatch:  3.5446197986602783
Batch :  35 / 261 , BCE in this minibatch:  6.800235271453857
Batch :  36 / 261 , BCE in this minibatch:  4.009537696838379
Batch :  37 / 261 , BCE in this minibatch:  4.036196708679199
Batch :  38 / 261 , BCE in this minibatch:  3.7671687602996826
Batch :  39 / 261 , BCE in this minibatch:  4.160397529602051
Batch :  40 / 261 , BCE in this minibatch:  5.377901554107666
Batch :  41 / 261 , BCE in this minibatch:  4.700907230377197
Batch :  42 / 261 , BCE in this minibatch:  6.393130779266357
Batch :  43 / 261 , BCE in this minibatch:  4.067396640777588
Batch :  44 / 261 , BCE in this minibatch:  5.660129547119141
Batch :  45 / 261 , BCE in this minibatch:  4.086124420166016
Batch :  46 / 261 , BCE in this minibatch:  5.107387065887451
Batch :  47 / 261 , BCE in this minibatch:  8.558856964111328
Batch :  48 / 261 , BCE in this minibatch:  5.038154125213623
Batch :  49 / 261 , BCE in this minibatch:  4.740180969238281
Batch :  50 / 261 , BCE in this minibatch:  8.991833686828613
Batch :  51 / 261 , BCE in this minibatch:  5.137043476104736
Batch :  52 / 261 , BCE in this minibatch:  5.089813709259033
Batch :  53 / 261 , BCE in this minibatch:  4.656837463378906
Batch :  54 / 261 , BCE in this minibatch:  7.016166687011719
Batch :  55 / 261 , BCE in this minibatch:  6.021085262298584
Batch :  56 / 261 , BCE in this minibatch:  6.097655296325684
Batch :  57 / 261 , BCE in this minibatch:  4.616262435913086
Batch :  58 / 261 , BCE in this minibatch:  8.785754203796387
Batch :  59 / 261 , BCE in this minibatch:  4.968502521514893
Batch :  60 / 261 , BCE in this minibatch:  5.59342622756958
Batch :  61 / 261 , BCE in this minibatch:  4.838128566741943
Batch :  62 / 261 , BCE in this minibatch:  4.333732604980469
Batch :  63 / 261 , BCE in this minibatch:  4.233464241027832
Batch :  64 / 261 , BCE in this minibatch:  3.766232967376709
Batch :  65 / 261 , BCE in this minibatch:  5.508468151092529
Batch :  66 / 261 , BCE in this minibatch:  5.529327869415283
Batch :  67 / 261 , BCE in this minibatch:  7.503941059112549
Batch :  68 / 261 , BCE in this minibatch:  4.614168167114258
Batch :  69 / 261 , BCE in this minibatch:  6.541397571563721
Batch :  70 / 261 , BCE in this minibatch:  15.540169715881348
Batch :  71 / 261 , BCE in this minibatch:  5.381157398223877
Batch :  72 / 261 , BCE in this minibatch:  5.206243991851807
Batch :  73 / 261 , BCE in this minibatch:  14.108642578125
Batch :  74 / 261 , BCE in this minibatch:  14.503851890563965
Batch :  75 / 261 , BCE in this minibatch:  5.530020713806152
Batch :  76 / 261 , BCE in this minibatch:  5.207216739654541
Batch :  77 / 261 , BCE in this minibatch:  6.289084434509277
Batch :  78 / 261 , BCE in this minibatch:  6.80443000793457
Batch :  79 / 261 , BCE in this minibatch:  4.634139060974121
Batch :  80 / 261 , BCE in this minibatch:  7.831636428833008
Batch :  81 / 261 , BCE in this minibatch:  6.28010368347168
Batch :  82 / 261 , BCE in this minibatch:  4.8162617683410645
Batch :  83 / 261 , BCE in this minibatch:  9.60046672821045
Batch :  84 / 261 , BCE in this minibatch:  5.4231743812561035
Batch :  85 / 261 , BCE in this minibatch:  6.111714839935303
Batch :  86 / 261 , BCE in this minibatch:  7.597575664520264
Batch :  87 / 261 , BCE in this minibatch:  5.25716495513916
Batch :  88 / 261 , BCE in this minibatch:  6.256711006164551
Batch :  89 / 261 , BCE in this minibatch:  4.990577220916748
Batch :  90 / 261 , BCE in this minibatch:  5.362018585205078
Batch :  91 / 261 , BCE in this minibatch:  4.286293983459473
Batch :  92 / 261 , BCE in this minibatch:  5.788699626922607
Batch :  93 / 261 , BCE in this minibatch:  8.403735160827637
Batch :  94 / 261 , BCE in this minibatch:  12.038790702819824
Batch :  95 / 261 , BCE in this minibatch:  8.778916358947754
Batch :  96 / 261 , BCE in this minibatch:  7.736058712005615
Batch :  97 / 261 , BCE in this minibatch:  9.923182487487793
Batch :  98 / 261 , BCE in this minibatch:  5.660053253173828
Batch :  99 / 261 , BCE in this minibatch:  7.249685287475586
Batch :  100 / 261 , BCE in this minibatch:  12.0501127243042
Batch :  101 / 261 , BCE in this minibatch:  5.193763256072998
Batch :  102 / 261 , BCE in this minibatch:  4.8608880043029785
Batch :  103 / 261 , BCE in this minibatch:  6.796834945678711
Batch :  104 / 261 , BCE in this minibatch:  5.1974663734436035
Batch :  105 / 261 , BCE in this minibatch:  9.101332664489746
Batch :  106 / 261 , BCE in this minibatch:  5.774697303771973
Batch :  107 / 261 , BCE in this minibatch:  5.973028182983398
Batch :  108 / 261 , BCE in this minibatch:  4.335294246673584
Batch :  109 / 261 , BCE in this minibatch:  6.2730865478515625
Batch :  110 / 261 , BCE in this minibatch:  9.81563663482666
Batch :  111 / 261 , BCE in this minibatch:  5.64660120010376
Batch :  112 / 261 , BCE in this minibatch:  7.504004955291748
Batch :  113 / 261 , BCE in this minibatch:  7.923081874847412
Batch :  114 / 261 , BCE in this minibatch:  7.386908531188965
Batch :  115 / 261 , BCE in this minibatch:  7.49233341217041
Batch :  116 / 261 , BCE in this minibatch:  6.003264904022217
Batch :  117 / 261 , BCE in this minibatch:  8.172636985778809
Batch :  118 / 261 , BCE in this minibatch:  7.874112129211426
Batch :  119 / 261 , BCE in this minibatch:  7.212517261505127
Batch :  120 / 261 , BCE in this minibatch:  7.5177507400512695
Batch :  121 / 261 , BCE in this minibatch:  5.271993160247803
Batch :  122 / 261 , BCE in this minibatch:  7.396635055541992
Batch :  123 / 261 , BCE in this minibatch:  7.224687576293945
Batch :  124 / 261 , BCE in this minibatch:  4.384304523468018
Batch :  125 / 261 , BCE in this minibatch:  16.44768524169922
Batch :  126 / 261 , BCE in this minibatch:  6.18447732925415
Batch :  127 / 261 , BCE in this minibatch:  4.354163646697998
Batch :  128 / 261 , BCE in this minibatch:  7.012020587921143
Batch :  129 / 261 , BCE in this minibatch:  4.208984851837158
Batch :  130 / 261 , BCE in this minibatch:  14.921911239624023
Batch :  131 / 261 , BCE in this minibatch:  7.918565273284912
Batch :  132 / 261 , BCE in this minibatch:  7.4878764152526855
Batch :  133 / 261 , BCE in this minibatch:  15.529858589172363
Batch :  134 / 261 , BCE in this minibatch:  8.1638765335083
Batch :  135 / 261 , BCE in this minibatch:  6.619004726409912
Batch :  136 / 261 , BCE in this minibatch:  4.990855693817139
Batch :  137 / 261 , BCE in this minibatch:  10.07413387298584
Batch :  138 / 261 , BCE in this minibatch:  8.575756072998047
Batch :  139 / 261 , BCE in this minibatch:  5.648955821990967
Batch :  140 / 261 , BCE in this minibatch:  4.620576858520508
Batch :  141 / 261 , BCE in this minibatch:  6.592113494873047
Batch :  142 / 261 , BCE in this minibatch:  7.60790491104126
Batch :  143 / 261 , BCE in this minibatch:  12.307211875915527
Batch :  144 / 261 , BCE in this minibatch:  8.267956733703613
Batch :  145 / 261 , BCE in this minibatch:  4.576193332672119
Batch :  146 / 261 , BCE in this minibatch:  7.336602210998535
Batch :  147 / 261 , BCE in this minibatch:  5.432219505310059
Batch :  148 / 261 , BCE in this minibatch:  5.873637676239014
Batch :  149 / 261 , BCE in this minibatch:  5.153682231903076
Batch :  150 / 261 , BCE in this minibatch:  5.1200714111328125
Batch :  151 / 261 , BCE in this minibatch:  4.5686187744140625
Batch :  152 / 261 , BCE in this minibatch:  7.1960577964782715
Batch :  153 / 261 , BCE in this minibatch:  5.541256904602051
Batch :  154 / 261 , BCE in this minibatch:  3.8083581924438477
Batch :  155 / 261 , BCE in this minibatch:  3.4900081157684326
Batch :  156 / 261 , BCE in this minibatch:  7.7499823570251465
Batch :  157 / 261 , BCE in this minibatch:  6.053556442260742
Batch :  158 / 261 , BCE in this minibatch:  13.145179748535156
Batch :  159 / 261 , BCE in this minibatch:  6.364863395690918
Batch :  160 / 261 , BCE in this minibatch:  6.2377214431762695
Batch :  161 / 261 , BCE in this minibatch:  8.774565696716309
Batch :  162 / 261 , BCE in this minibatch:  6.066267490386963
Batch :  163 / 261 , BCE in this minibatch:  6.608243942260742
Batch :  164 / 261 , BCE in this minibatch:  12.619233131408691
Batch :  165 / 261 , BCE in this minibatch:  6.475819110870361
Batch :  166 / 261 , BCE in this minibatch:  15.239990234375
Batch :  167 / 261 , BCE in this minibatch:  9.571986198425293
Batch :  168 / 261 , BCE in this minibatch:  10.420355796813965
Batch :  169 / 261 , BCE in this minibatch:  12.13394546508789
Batch :  170 / 261 , BCE in this minibatch:  13.456669807434082
Batch :  171 / 261 , BCE in this minibatch:  32.85664749145508
Batch :  172 / 261 , BCE in this minibatch:  33.62868881225586
Batch :  173 / 261 , BCE in this minibatch:  12.001389503479004
Batch :  174 / 261 , BCE in this minibatch:  7.308970928192139
Batch :  175 / 261 , BCE in this minibatch:  6.174552917480469
Batch :  176 / 261 , BCE in this minibatch:  6.990461349487305
Batch :  177 / 261 , BCE in this minibatch:  7.003439903259277
Batch :  178 / 261 , BCE in this minibatch:  7.933247089385986
Batch :  179 / 261 , BCE in this minibatch:  7.334933280944824
Batch :  180 / 261 , BCE in this minibatch:  7.509346961975098
Batch :  181 / 261 , BCE in this minibatch:  7.275848865509033
Batch :  182 / 261 , BCE in this minibatch:  5.9138569831848145
Batch :  183 / 261 , BCE in this minibatch:  7.176197528839111
Batch :  184 / 261 , BCE in this minibatch:  11.618504524230957
Batch :  185 / 261 , BCE in this minibatch:  6.181369304656982
Batch :  186 / 261 , BCE in this minibatch:  12.449077606201172
Batch :  187 / 261 , BCE in this minibatch:  5.683359146118164
Batch :  188 / 261 , BCE in this minibatch:  6.5401835441589355
Batch :  189 / 261 , BCE in this minibatch:  5.704154014587402
Batch :  190 / 261 , BCE in this minibatch:  8.277237892150879
Batch :  191 / 261 , BCE in this minibatch:  11.223637580871582
Batch :  192 / 261 , BCE in this minibatch:  7.624532222747803
Batch :  193 / 261 , BCE in this minibatch:  8.12640380859375
Batch :  194 / 261 , BCE in this minibatch:  7.902858734130859
Batch :  195 / 261 , BCE in this minibatch:  4.953963279724121
Batch :  196 / 261 , BCE in this minibatch:  5.9658379554748535
Batch :  197 / 261 , BCE in this minibatch:  5.885834217071533
Batch :  198 / 261 , BCE in this minibatch:  9.275324821472168
Batch :  199 / 261 , BCE in this minibatch:  6.832412242889404
Batch :  200 / 261 , BCE in this minibatch:  11.715937614440918
Batch :  201 / 261 , BCE in this minibatch:  9.387142181396484
Batch :  202 / 261 , BCE in this minibatch:  10.759157180786133
Batch :  203 / 261 , BCE in this minibatch:  8.281970977783203
Batch :  204 / 261 , BCE in this minibatch:  7.080289840698242
Batch :  205 / 261 , BCE in this minibatch:  6.935051918029785
Batch :  206 / 261 , BCE in this minibatch:  7.546283721923828
Batch :  207 / 261 , BCE in this minibatch:  7.465637683868408
Batch :  208 / 261 , BCE in this minibatch:  5.97542667388916
Batch :  209 / 261 , BCE in this minibatch:  7.564946174621582
Batch :  210 / 261 , BCE in this minibatch:  18.68695831298828
Batch :  211 / 261 , BCE in this minibatch:  22.197540283203125
Batch :  212 / 261 , BCE in this minibatch:  10.892450332641602
Batch :  213 / 261 , BCE in this minibatch:  17.53234100341797
Batch :  214 / 261 , BCE in this minibatch:  12.452353477478027
Batch :  215 / 261 , BCE in this minibatch:  4.695835113525391
Batch :  216 / 261 , BCE in this minibatch:  4.276958465576172
Batch :  217 / 261 , BCE in this minibatch:  4.379166603088379
Batch :  218 / 261 , BCE in this minibatch:  6.597506046295166
Batch :  219 / 261 , BCE in this minibatch:  6.964404582977295
Batch :  220 / 261 , BCE in this minibatch:  15.050556182861328
Batch :  221 / 261 , BCE in this minibatch:  8.736763954162598
Batch :  222 / 261 , BCE in this minibatch:  8.450775146484375
Batch :  223 / 261 , BCE in this minibatch:  5.503974914550781
Batch :  224 / 261 , BCE in this minibatch:  15.457719802856445
Batch :  225 / 261 , BCE in this minibatch:  26.66585350036621
Batch :  226 / 261 , BCE in this minibatch:  10.253934860229492
Batch :  227 / 261 , BCE in this minibatch:  6.26630973815918
Batch :  228 / 261 , BCE in this minibatch:  8.760876655578613
Batch :  229 / 261 , BCE in this minibatch:  8.017937660217285
Batch :  230 / 261 , BCE in this minibatch:  7.716885089874268
Batch :  231 / 261 , BCE in this minibatch:  8.743529319763184
Batch :  232 / 261 , BCE in this minibatch:  7.980928421020508
Batch :  233 / 261 , BCE in this minibatch:  8.594871520996094
Batch :  234 / 261 , BCE in this minibatch:  6.511168003082275
Batch :  235 / 261 , BCE in this minibatch:  8.63399887084961
Batch :  236 / 261 , BCE in this minibatch:  7.123085021972656
Batch :  237 / 261 , BCE in this minibatch:  6.0167622566223145
Batch :  238 / 261 , BCE in this minibatch:  7.418548107147217
Batch :  239 / 261 , BCE in this minibatch:  6.149292469024658
Batch :  240 / 261 , BCE in this minibatch:  7.551419734954834
Batch :  241 / 261 , BCE in this minibatch:  5.986019611358643
Batch :  242 / 261 , BCE in this minibatch:  5.2923383712768555
Batch :  243 / 261 , BCE in this minibatch:  4.513840675354004
Batch :  244 / 261 , BCE in this minibatch:  5.681912899017334
Batch :  245 / 261 , BCE in this minibatch:  8.432893753051758
Batch :  246 / 261 , BCE in this minibatch:  7.002331256866455
Batch :  247 / 261 , BCE in this minibatch:  8.494539260864258
Batch :  248 / 261 , BCE in this minibatch:  5.817541599273682
Batch :  249 / 261 , BCE in this minibatch:  8.874483108520508
Batch :  250 / 261 , BCE in this minibatch:  6.545467853546143
Batch :  251 / 261 , BCE in this minibatch:  5.082207679748535
Batch :  252 / 261 , BCE in this minibatch:  11.247879981994629
Batch :  253 / 261 , BCE in this minibatch:  12.375922203063965
Batch :  254 / 261 , BCE in this minibatch:  13.08010196685791
Batch :  255 / 261 , BCE in this minibatch:  6.9188408851623535
Batch :  256 / 261 , BCE in this minibatch:  9.903226852416992
Batch :  257 / 261 , BCE in this minibatch:  10.46012020111084
Batch :  258 / 261 , BCE in this minibatch:  8.076966285705566
Batch :  259 / 261 , BCE in this minibatch:  6.206129550933838
Batch :  260 / 261 , BCE in this minibatch:  4.915830135345459
Batch :  261 / 261 , BCE in this minibatch:  4.409074306488037
epoch: 42  train_loss: 7.41919134220401
Batch :  1 / 261 , BCE in this minibatch:  3.886824369430542
Batch :  2 / 261 , BCE in this minibatch:  4.836450576782227
Batch :  3 / 261 , BCE in this minibatch:  4.785224437713623
Batch :  4 / 261 , BCE in this minibatch:  4.823350429534912
Batch :  5 / 261 , BCE in this minibatch:  5.397423267364502
Batch :  6 / 261 , BCE in this minibatch:  5.132495880126953
Batch :  7 / 261 , BCE in this minibatch:  5.535821914672852
Batch :  8 / 261 , BCE in this minibatch:  5.062915325164795
Batch :  9 / 261 , BCE in this minibatch:  4.255153179168701
Batch :  10 / 261 , BCE in this minibatch:  4.87822151184082
Batch :  11 / 261 , BCE in this minibatch:  4.527021408081055
Batch :  12 / 261 , BCE in this minibatch:  4.602822780609131
Batch :  13 / 261 , BCE in this minibatch:  5.357733726501465
Batch :  14 / 261 , BCE in this minibatch:  5.360631465911865
Batch :  15 / 261 , BCE in this minibatch:  4.77098274230957
Batch :  16 / 261 , BCE in this minibatch:  5.043615341186523
Batch :  17 / 261 , BCE in this minibatch:  9.137042999267578
Batch :  18 / 261 , BCE in this minibatch:  5.017273426055908
Batch :  19 / 261 , BCE in this minibatch:  4.4196085929870605
Batch :  20 / 261 , BCE in this minibatch:  4.378011703491211
Batch :  21 / 261 , BCE in this minibatch:  4.216355800628662
Batch :  22 / 261 , BCE in this minibatch:  4.192322254180908
Batch :  23 / 261 , BCE in this minibatch:  3.997426748275757
Batch :  24 / 261 , BCE in this minibatch:  5.3232598304748535
Batch :  25 / 261 , BCE in this minibatch:  5.429582118988037
Batch :  26 / 261 , BCE in this minibatch:  5.015472888946533
Batch :  27 / 261 , BCE in this minibatch:  3.652620792388916
Batch :  28 / 261 , BCE in this minibatch:  5.124085903167725
Batch :  29 / 261 , BCE in this minibatch:  4.258162975311279
Batch :  30 / 261 , BCE in this minibatch:  5.46784782409668
Batch :  31 / 261 , BCE in this minibatch:  4.22331428527832
Batch :  32 / 261 , BCE in this minibatch:  4.504117012023926
Batch :  33 / 261 , BCE in this minibatch:  4.286289691925049
Batch :  34 / 261 , BCE in this minibatch:  3.5293304920196533
Batch :  35 / 261 , BCE in this minibatch:  6.748610019683838
Batch :  36 / 261 , BCE in this minibatch:  4.008955955505371
Batch :  37 / 261 , BCE in this minibatch:  4.035534858703613
Batch :  38 / 261 , BCE in this minibatch:  3.761206865310669
Batch :  39 / 261 , BCE in this minibatch:  4.140836238861084
Batch :  40 / 261 , BCE in this minibatch:  5.386020183563232
Batch :  41 / 261 , BCE in this minibatch:  4.742550849914551
Batch :  42 / 261 , BCE in this minibatch:  6.396692752838135
Batch :  43 / 261 , BCE in this minibatch:  4.0363264083862305
Batch :  44 / 261 , BCE in this minibatch:  5.684062957763672
Batch :  45 / 261 , BCE in this minibatch:  4.084134101867676
Batch :  46 / 261 , BCE in this minibatch:  5.127830505371094
Batch :  47 / 261 , BCE in this minibatch:  8.570880889892578
Batch :  48 / 261 , BCE in this minibatch:  5.048598289489746
Batch :  49 / 261 , BCE in this minibatch:  4.729083061218262
Batch :  50 / 261 , BCE in this minibatch:  9.024813652038574
Batch :  51 / 261 , BCE in this minibatch:  5.100606918334961
Batch :  52 / 261 , BCE in this minibatch:  5.0631561279296875
Batch :  53 / 261 , BCE in this minibatch:  4.665197849273682
Batch :  54 / 261 , BCE in this minibatch:  7.050983428955078
Batch :  55 / 261 , BCE in this minibatch:  5.97614860534668
Batch :  56 / 261 , BCE in this minibatch:  6.056992053985596
Batch :  57 / 261 , BCE in this minibatch:  4.584394454956055
Batch :  58 / 261 , BCE in this minibatch:  8.79353141784668
Batch :  59 / 261 , BCE in this minibatch:  4.955385208129883
Batch :  60 / 261 , BCE in this minibatch:  5.587386131286621
Batch :  61 / 261 , BCE in this minibatch:  4.838222503662109
Batch :  62 / 261 , BCE in this minibatch:  4.278721809387207
Batch :  63 / 261 , BCE in this minibatch:  4.194705963134766
Batch :  64 / 261 , BCE in this minibatch:  3.762950897216797
Batch :  65 / 261 , BCE in this minibatch:  5.484003067016602
Batch :  66 / 261 , BCE in this minibatch:  5.493525981903076
Batch :  67 / 261 , BCE in this minibatch:  7.520991325378418
Batch :  68 / 261 , BCE in this minibatch:  4.615316390991211
Batch :  69 / 261 , BCE in this minibatch:  6.537294387817383
Batch :  70 / 261 , BCE in this minibatch:  15.506165504455566
Batch :  71 / 261 , BCE in this minibatch:  5.38983678817749
Batch :  72 / 261 , BCE in this minibatch:  5.159412860870361
Batch :  73 / 261 , BCE in this minibatch:  14.104089736938477
Batch :  74 / 261 , BCE in this minibatch:  14.43996524810791
Batch :  75 / 261 , BCE in this minibatch:  5.521559238433838
Batch :  76 / 261 , BCE in this minibatch:  5.2500410079956055
Batch :  77 / 261 , BCE in this minibatch:  6.278886795043945
Batch :  78 / 261 , BCE in this minibatch:  6.76860237121582
Batch :  79 / 261 , BCE in this minibatch:  4.648024559020996
Batch :  80 / 261 , BCE in this minibatch:  7.757329940795898
Batch :  81 / 261 , BCE in this minibatch:  6.237615585327148
Batch :  82 / 261 , BCE in this minibatch:  4.789017200469971
Batch :  83 / 261 , BCE in this minibatch:  9.599533081054688
Batch :  84 / 261 , BCE in this minibatch:  5.387135028839111
Batch :  85 / 261 , BCE in this minibatch:  6.121220588684082
Batch :  86 / 261 , BCE in this minibatch:  7.542843818664551
Batch :  87 / 261 , BCE in this minibatch:  5.2331223487854
Batch :  88 / 261 , BCE in this minibatch:  6.199652671813965
Batch :  89 / 261 , BCE in this minibatch:  5.0171051025390625
Batch :  90 / 261 , BCE in this minibatch:  5.40344762802124
Batch :  91 / 261 , BCE in this minibatch:  4.221916198730469
Batch :  92 / 261 , BCE in this minibatch:  5.752247333526611
Batch :  93 / 261 , BCE in this minibatch:  8.326857566833496
Batch :  94 / 261 , BCE in this minibatch:  12.06552791595459
Batch :  95 / 261 , BCE in this minibatch:  8.742453575134277
Batch :  96 / 261 , BCE in this minibatch:  7.730788230895996
Batch :  97 / 261 , BCE in this minibatch:  9.903907775878906
Batch :  98 / 261 , BCE in this minibatch:  5.646690845489502
Batch :  99 / 261 , BCE in this minibatch:  7.2420268058776855
Batch :  100 / 261 , BCE in this minibatch:  12.01052188873291
Batch :  101 / 261 , BCE in this minibatch:  5.204766750335693
Batch :  102 / 261 , BCE in this minibatch:  4.857690811157227
Batch :  103 / 261 , BCE in this minibatch:  6.705199718475342
Batch :  104 / 261 , BCE in this minibatch:  5.184800624847412
Batch :  105 / 261 , BCE in this minibatch:  9.179577827453613
Batch :  106 / 261 , BCE in this minibatch:  5.789510726928711
Batch :  107 / 261 , BCE in this minibatch:  5.943924427032471
Batch :  108 / 261 , BCE in this minibatch:  4.327426910400391
Batch :  109 / 261 , BCE in this minibatch:  6.247389793395996
Batch :  110 / 261 , BCE in this minibatch:  9.719791412353516
Batch :  111 / 261 , BCE in this minibatch:  5.62310266494751
Batch :  112 / 261 , BCE in this minibatch:  7.457146644592285
Batch :  113 / 261 , BCE in this minibatch:  7.929445743560791
Batch :  114 / 261 , BCE in this minibatch:  7.393990993499756
Batch :  115 / 261 , BCE in this minibatch:  7.481799602508545
Batch :  116 / 261 , BCE in this minibatch:  6.010056495666504
Batch :  117 / 261 , BCE in this minibatch:  8.156868934631348
Batch :  118 / 261 , BCE in this minibatch:  7.85843563079834
Batch :  119 / 261 , BCE in this minibatch:  7.147500514984131
Batch :  120 / 261 , BCE in this minibatch:  7.533716201782227
Batch :  121 / 261 , BCE in this minibatch:  5.258094787597656
Batch :  122 / 261 , BCE in this minibatch:  7.373103618621826
Batch :  123 / 261 , BCE in this minibatch:  7.155979156494141
Batch :  124 / 261 , BCE in this minibatch:  4.361151695251465
Batch :  125 / 261 , BCE in this minibatch:  16.375133514404297
Batch :  126 / 261 , BCE in this minibatch:  6.183909893035889
Batch :  127 / 261 , BCE in this minibatch:  4.310542106628418
Batch :  128 / 261 , BCE in this minibatch:  6.9626898765563965
Batch :  129 / 261 , BCE in this minibatch:  4.225874900817871
Batch :  130 / 261 , BCE in this minibatch:  14.86142349243164
Batch :  131 / 261 , BCE in this minibatch:  7.86331844329834
Batch :  132 / 261 , BCE in this minibatch:  7.49831485748291
Batch :  133 / 261 , BCE in this minibatch:  15.445701599121094
Batch :  134 / 261 , BCE in this minibatch:  8.12136173248291
Batch :  135 / 261 , BCE in this minibatch:  6.486246109008789
Batch :  136 / 261 , BCE in this minibatch:  4.94071626663208
Batch :  137 / 261 , BCE in this minibatch:  10.009952545166016
Batch :  138 / 261 , BCE in this minibatch:  8.460740089416504
Batch :  139 / 261 , BCE in this minibatch:  5.630192279815674
Batch :  140 / 261 , BCE in this minibatch:  4.610228061676025
Batch :  141 / 261 , BCE in this minibatch:  6.541274070739746
Batch :  142 / 261 , BCE in this minibatch:  7.64126443862915
Batch :  143 / 261 , BCE in this minibatch:  12.25752067565918
Batch :  144 / 261 , BCE in this minibatch:  8.235219955444336
Batch :  145 / 261 , BCE in this minibatch:  4.535425662994385
Batch :  146 / 261 , BCE in this minibatch:  7.385806560516357
Batch :  147 / 261 , BCE in this minibatch:  5.383420944213867
Batch :  148 / 261 , BCE in this minibatch:  5.798526287078857
Batch :  149 / 261 , BCE in this minibatch:  5.139262676239014
Batch :  150 / 261 , BCE in this minibatch:  5.09403133392334
Batch :  151 / 261 , BCE in this minibatch:  4.538144588470459
Batch :  152 / 261 , BCE in this minibatch:  7.175392150878906
Batch :  153 / 261 , BCE in this minibatch:  5.51399564743042
Batch :  154 / 261 , BCE in this minibatch:  3.7996339797973633
Batch :  155 / 261 , BCE in this minibatch:  3.492877960205078
Batch :  156 / 261 , BCE in this minibatch:  7.646575450897217
Batch :  157 / 261 , BCE in this minibatch:  6.051334381103516
Batch :  158 / 261 , BCE in this minibatch:  13.07419204711914
Batch :  159 / 261 , BCE in this minibatch:  6.367316246032715
Batch :  160 / 261 , BCE in this minibatch:  6.219783306121826
Batch :  161 / 261 , BCE in this minibatch:  8.754024505615234
Batch :  162 / 261 , BCE in this minibatch:  6.008623123168945
Batch :  163 / 261 , BCE in this minibatch:  6.57719612121582
Batch :  164 / 261 , BCE in this minibatch:  12.488987922668457
Batch :  165 / 261 , BCE in this minibatch:  6.444860458374023
Batch :  166 / 261 , BCE in this minibatch:  15.104562759399414
Batch :  167 / 261 , BCE in this minibatch:  9.500046730041504
Batch :  168 / 261 , BCE in this minibatch:  10.37450122833252
Batch :  169 / 261 , BCE in this minibatch:  12.062173843383789
Batch :  170 / 261 , BCE in this minibatch:  13.447335243225098
Batch :  171 / 261 , BCE in this minibatch:  32.754478454589844
Batch :  172 / 261 , BCE in this minibatch:  33.334346771240234
Batch :  173 / 261 , BCE in this minibatch:  12.029003143310547
Batch :  174 / 261 , BCE in this minibatch:  7.261131763458252
Batch :  175 / 261 , BCE in this minibatch:  6.189567565917969
Batch :  176 / 261 , BCE in this minibatch:  7.090040683746338
Batch :  177 / 261 , BCE in this minibatch:  7.13859748840332
Batch :  178 / 261 , BCE in this minibatch:  8.020612716674805
Batch :  179 / 261 , BCE in this minibatch:  7.3459343910217285
Batch :  180 / 261 , BCE in this minibatch:  7.4218573570251465
Batch :  181 / 261 , BCE in this minibatch:  7.290867805480957
Batch :  182 / 261 , BCE in this minibatch:  5.900851249694824
Batch :  183 / 261 , BCE in this minibatch:  7.081216335296631
Batch :  184 / 261 , BCE in this minibatch:  11.533596992492676
Batch :  185 / 261 , BCE in this minibatch:  6.121119976043701
Batch :  186 / 261 , BCE in this minibatch:  12.477537155151367
Batch :  187 / 261 , BCE in this minibatch:  5.651247024536133
Batch :  188 / 261 , BCE in this minibatch:  6.491995811462402
Batch :  189 / 261 , BCE in this minibatch:  5.650915622711182
Batch :  190 / 261 , BCE in this minibatch:  8.291266441345215
Batch :  191 / 261 , BCE in this minibatch:  11.255370140075684
Batch :  192 / 261 , BCE in this minibatch:  7.610018730163574
Batch :  193 / 261 , BCE in this minibatch:  8.133354187011719
Batch :  194 / 261 , BCE in this minibatch:  7.884352684020996
Batch :  195 / 261 , BCE in this minibatch:  4.86657190322876
Batch :  196 / 261 , BCE in this minibatch:  5.910794258117676
Batch :  197 / 261 , BCE in this minibatch:  5.816583633422852
Batch :  198 / 261 , BCE in this minibatch:  9.246037483215332
Batch :  199 / 261 , BCE in this minibatch:  6.817397594451904
Batch :  200 / 261 , BCE in this minibatch:  11.67234992980957
Batch :  201 / 261 , BCE in this minibatch:  9.405211448669434
Batch :  202 / 261 , BCE in this minibatch:  10.751548767089844
Batch :  203 / 261 , BCE in this minibatch:  8.259465217590332
Batch :  204 / 261 , BCE in this minibatch:  7.163467884063721
Batch :  205 / 261 , BCE in this minibatch:  6.884719371795654
Batch :  206 / 261 , BCE in this minibatch:  7.497469425201416
Batch :  207 / 261 , BCE in this minibatch:  7.414620399475098
Batch :  208 / 261 , BCE in this minibatch:  5.9138994216918945
Batch :  209 / 261 , BCE in this minibatch:  7.534189224243164
Batch :  210 / 261 , BCE in this minibatch:  18.72336196899414
Batch :  211 / 261 , BCE in this minibatch:  22.122934341430664
Batch :  212 / 261 , BCE in this minibatch:  10.931063652038574
Batch :  213 / 261 , BCE in this minibatch:  17.39466667175293
Batch :  214 / 261 , BCE in this minibatch:  12.439520835876465
Batch :  215 / 261 , BCE in this minibatch:  4.626408100128174
Batch :  216 / 261 , BCE in this minibatch:  4.255585670471191
Batch :  217 / 261 , BCE in this minibatch:  4.335505485534668
Batch :  218 / 261 , BCE in this minibatch:  6.615289688110352
Batch :  219 / 261 , BCE in this minibatch:  6.905467987060547
Batch :  220 / 261 , BCE in this minibatch:  15.084918022155762
Batch :  221 / 261 , BCE in this minibatch:  8.7170991897583
Batch :  222 / 261 , BCE in this minibatch:  8.47119140625
Batch :  223 / 261 , BCE in this minibatch:  5.4315361976623535
Batch :  224 / 261 , BCE in this minibatch:  15.363265991210938
Batch :  225 / 261 , BCE in this minibatch:  26.640647888183594
Batch :  226 / 261 , BCE in this minibatch:  10.289295196533203
Batch :  227 / 261 , BCE in this minibatch:  6.216118335723877
Batch :  228 / 261 , BCE in this minibatch:  8.660634994506836
Batch :  229 / 261 , BCE in this minibatch:  8.004088401794434
Batch :  230 / 261 , BCE in this minibatch:  7.6957550048828125
Batch :  231 / 261 , BCE in this minibatch:  8.747174263000488
Batch :  232 / 261 , BCE in this minibatch:  7.939129829406738
Batch :  233 / 261 , BCE in this minibatch:  8.526330947875977
Batch :  234 / 261 , BCE in this minibatch:  6.530158996582031
Batch :  235 / 261 , BCE in this minibatch:  8.575035095214844
Batch :  236 / 261 , BCE in this minibatch:  7.113773345947266
Batch :  237 / 261 , BCE in this minibatch:  5.934511184692383
Batch :  238 / 261 , BCE in this minibatch:  7.394504070281982
Batch :  239 / 261 , BCE in this minibatch:  6.189686298370361
Batch :  240 / 261 , BCE in this minibatch:  7.4863457679748535
Batch :  241 / 261 , BCE in this minibatch:  5.909425735473633
Batch :  242 / 261 , BCE in this minibatch:  5.313680648803711
Batch :  243 / 261 , BCE in this minibatch:  4.5137457847595215
Batch :  244 / 261 , BCE in this minibatch:  5.579244613647461
Batch :  245 / 261 , BCE in this minibatch:  8.416182518005371
Batch :  246 / 261 , BCE in this minibatch:  6.948530673980713
Batch :  247 / 261 , BCE in this minibatch:  8.485512733459473
Batch :  248 / 261 , BCE in this minibatch:  5.748624801635742
Batch :  249 / 261 , BCE in this minibatch:  8.860699653625488
Batch :  250 / 261 , BCE in this minibatch:  6.522513389587402
Batch :  251 / 261 , BCE in this minibatch:  5.075775623321533
Batch :  252 / 261 , BCE in this minibatch:  11.275373458862305
Batch :  253 / 261 , BCE in this minibatch:  12.328937530517578
Batch :  254 / 261 , BCE in this minibatch:  13.03322982788086
Batch :  255 / 261 , BCE in this minibatch:  6.843116283416748
Batch :  256 / 261 , BCE in this minibatch:  9.897976875305176
Batch :  257 / 261 , BCE in this minibatch:  10.443450927734375
Batch :  258 / 261 , BCE in this minibatch:  8.092119216918945
Batch :  259 / 261 , BCE in this minibatch:  6.176496505737305
Batch :  260 / 261 , BCE in this minibatch:  4.9270782470703125
Batch :  261 / 261 , BCE in this minibatch:  4.4140400886535645
epoch: 43  train_loss: 7.39590998170933
Batch :  1 / 261 , BCE in this minibatch:  3.861368179321289
Batch :  2 / 261 , BCE in this minibatch:  4.766525745391846
Batch :  3 / 261 , BCE in this minibatch:  4.794356346130371
Batch :  4 / 261 , BCE in this minibatch:  4.841101169586182
Batch :  5 / 261 , BCE in this minibatch:  5.374896049499512
Batch :  6 / 261 , BCE in this minibatch:  5.104067325592041
Batch :  7 / 261 , BCE in this minibatch:  5.543503284454346
Batch :  8 / 261 , BCE in this minibatch:  5.08140230178833
Batch :  9 / 261 , BCE in this minibatch:  4.23711633682251
Batch :  10 / 261 , BCE in this minibatch:  4.85063362121582
Batch :  11 / 261 , BCE in this minibatch:  4.500533103942871
Batch :  12 / 261 , BCE in this minibatch:  4.616168022155762
Batch :  13 / 261 , BCE in this minibatch:  5.326854705810547
Batch :  14 / 261 , BCE in this minibatch:  5.339630603790283
Batch :  15 / 261 , BCE in this minibatch:  4.7577924728393555
Batch :  16 / 261 , BCE in this minibatch:  5.080050468444824
Batch :  17 / 261 , BCE in this minibatch:  9.187895774841309
Batch :  18 / 261 , BCE in this minibatch:  5.0506486892700195
Batch :  19 / 261 , BCE in this minibatch:  4.409423828125
Batch :  20 / 261 , BCE in this minibatch:  4.36243200302124
Batch :  21 / 261 , BCE in this minibatch:  4.2464118003845215
Batch :  22 / 261 , BCE in this minibatch:  4.1532883644104
Batch :  23 / 261 , BCE in this minibatch:  3.9706766605377197
Batch :  24 / 261 , BCE in this minibatch:  5.334655284881592
Batch :  25 / 261 , BCE in this minibatch:  5.407124042510986
Batch :  26 / 261 , BCE in this minibatch:  5.032095909118652
Batch :  27 / 261 , BCE in this minibatch:  3.63381290435791
Batch :  28 / 261 , BCE in this minibatch:  5.085120677947998
Batch :  29 / 261 , BCE in this minibatch:  4.219663619995117
Batch :  30 / 261 , BCE in this minibatch:  5.441924571990967
Batch :  31 / 261 , BCE in this minibatch:  4.204649925231934
Batch :  32 / 261 , BCE in this minibatch:  4.479735851287842
Batch :  33 / 261 , BCE in this minibatch:  4.285513401031494
Batch :  34 / 261 , BCE in this minibatch:  3.521042585372925
Batch :  35 / 261 , BCE in this minibatch:  6.7356672286987305
Batch :  36 / 261 , BCE in this minibatch:  3.9890735149383545
Batch :  37 / 261 , BCE in this minibatch:  4.030815124511719
Batch :  38 / 261 , BCE in this minibatch:  3.7363953590393066
Batch :  39 / 261 , BCE in this minibatch:  4.146628379821777
Batch :  40 / 261 , BCE in this minibatch:  5.370882987976074
Batch :  41 / 261 , BCE in this minibatch:  4.7156572341918945
Batch :  42 / 261 , BCE in this minibatch:  6.385247707366943
Batch :  43 / 261 , BCE in this minibatch:  4.041039943695068
Batch :  44 / 261 , BCE in this minibatch:  5.675930976867676
Batch :  45 / 261 , BCE in this minibatch:  4.051009654998779
Batch :  46 / 261 , BCE in this minibatch:  5.113110542297363
Batch :  47 / 261 , BCE in this minibatch:  8.530152320861816
Batch :  48 / 261 , BCE in this minibatch:  5.00374698638916
Batch :  49 / 261 , BCE in this minibatch:  4.721370220184326
Batch :  50 / 261 , BCE in this minibatch:  9.013969421386719
Batch :  51 / 261 , BCE in this minibatch:  5.117127418518066
Batch :  52 / 261 , BCE in this minibatch:  5.081469535827637
Batch :  53 / 261 , BCE in this minibatch:  4.640683174133301
Batch :  54 / 261 , BCE in this minibatch:  7.034087657928467
Batch :  55 / 261 , BCE in this minibatch:  6.012932300567627
Batch :  56 / 261 , BCE in this minibatch:  6.121797561645508
Batch :  57 / 261 , BCE in this minibatch:  4.578037738800049
Batch :  58 / 261 , BCE in this minibatch:  8.769216537475586
Batch :  59 / 261 , BCE in this minibatch:  4.9255547523498535
Batch :  60 / 261 , BCE in this minibatch:  5.573714733123779
Batch :  61 / 261 , BCE in this minibatch:  4.8456339836120605
Batch :  62 / 261 , BCE in this minibatch:  4.283423900604248
Batch :  63 / 261 , BCE in this minibatch:  4.198163032531738
Batch :  64 / 261 , BCE in this minibatch:  3.7412219047546387
Batch :  65 / 261 , BCE in this minibatch:  5.460941314697266
Batch :  66 / 261 , BCE in this minibatch:  5.495046615600586
Batch :  67 / 261 , BCE in this minibatch:  7.45875883102417
Batch :  68 / 261 , BCE in this minibatch:  4.5810089111328125
Batch :  69 / 261 , BCE in this minibatch:  6.52288293838501
Batch :  70 / 261 , BCE in this minibatch:  15.362872123718262
Batch :  71 / 261 , BCE in this minibatch:  5.352388381958008
Batch :  72 / 261 , BCE in this minibatch:  5.179070472717285
Batch :  73 / 261 , BCE in this minibatch:  14.024848937988281
Batch :  74 / 261 , BCE in this minibatch:  14.403958320617676
Batch :  75 / 261 , BCE in this minibatch:  5.519213676452637
Batch :  76 / 261 , BCE in this minibatch:  5.15590238571167
Batch :  77 / 261 , BCE in this minibatch:  6.2333478927612305
Batch :  78 / 261 , BCE in this minibatch:  6.751678943634033
Batch :  79 / 261 , BCE in this minibatch:  4.6210150718688965
Batch :  80 / 261 , BCE in this minibatch:  7.768293380737305
Batch :  81 / 261 , BCE in this minibatch:  6.221828460693359
Batch :  82 / 261 , BCE in this minibatch:  4.751635551452637
Batch :  83 / 261 , BCE in this minibatch:  9.532197952270508
Batch :  84 / 261 , BCE in this minibatch:  5.4334235191345215
Batch :  85 / 261 , BCE in this minibatch:  6.0983195304870605
Batch :  86 / 261 , BCE in this minibatch:  7.514232635498047
Batch :  87 / 261 , BCE in this minibatch:  5.224161148071289
Batch :  88 / 261 , BCE in this minibatch:  6.223680019378662
Batch :  89 / 261 , BCE in this minibatch:  4.985023021697998
Batch :  90 / 261 , BCE in this minibatch:  5.379435062408447
Batch :  91 / 261 , BCE in this minibatch:  4.290494918823242
Batch :  92 / 261 , BCE in this minibatch:  5.785283088684082
Batch :  93 / 261 , BCE in this minibatch:  8.35442066192627
Batch :  94 / 261 , BCE in this minibatch:  12.006848335266113
Batch :  95 / 261 , BCE in this minibatch:  8.70845890045166
Batch :  96 / 261 , BCE in this minibatch:  7.684281349182129
Batch :  97 / 261 , BCE in this minibatch:  9.903164863586426
Batch :  98 / 261 , BCE in this minibatch:  5.6298298835754395
Batch :  99 / 261 , BCE in this minibatch:  7.261585712432861
Batch :  100 / 261 , BCE in this minibatch:  11.949224472045898
Batch :  101 / 261 , BCE in this minibatch:  5.181952953338623
Batch :  102 / 261 , BCE in this minibatch:  4.852283954620361
Batch :  103 / 261 , BCE in this minibatch:  6.691651821136475
Batch :  104 / 261 , BCE in this minibatch:  5.190451145172119
Batch :  105 / 261 , BCE in this minibatch:  9.158555030822754
Batch :  106 / 261 , BCE in this minibatch:  5.807816028594971
Batch :  107 / 261 , BCE in this minibatch:  5.935000896453857
Batch :  108 / 261 , BCE in this minibatch:  4.3590288162231445
Batch :  109 / 261 , BCE in this minibatch:  6.215692520141602
Batch :  110 / 261 , BCE in this minibatch:  9.71078109741211
Batch :  111 / 261 , BCE in this minibatch:  5.626135349273682
Batch :  112 / 261 , BCE in this minibatch:  7.396154880523682
Batch :  113 / 261 , BCE in this minibatch:  7.941279411315918
Batch :  114 / 261 , BCE in this minibatch:  7.399275779724121
Batch :  115 / 261 , BCE in this minibatch:  7.488073348999023
Batch :  116 / 261 , BCE in this minibatch:  5.995143413543701
Batch :  117 / 261 , BCE in this minibatch:  8.10019588470459
Batch :  118 / 261 , BCE in this minibatch:  7.854395389556885
Batch :  119 / 261 , BCE in this minibatch:  7.151652812957764
Batch :  120 / 261 , BCE in this minibatch:  7.51235294342041
Batch :  121 / 261 , BCE in this minibatch:  5.230757236480713
Batch :  122 / 261 , BCE in this minibatch:  7.307553768157959
Batch :  123 / 261 , BCE in this minibatch:  7.194247245788574
Batch :  124 / 261 , BCE in this minibatch:  4.299099445343018
Batch :  125 / 261 , BCE in this minibatch:  16.283296585083008
Batch :  126 / 261 , BCE in this minibatch:  6.178986549377441
Batch :  127 / 261 , BCE in this minibatch:  4.293952941894531
Batch :  128 / 261 , BCE in this minibatch:  6.929058074951172
Batch :  129 / 261 , BCE in this minibatch:  4.1835503578186035
Batch :  130 / 261 , BCE in this minibatch:  14.770889282226562
Batch :  131 / 261 , BCE in this minibatch:  7.84312629699707
Batch :  132 / 261 , BCE in this minibatch:  7.489892482757568
Batch :  133 / 261 , BCE in this minibatch:  15.46985912322998
Batch :  134 / 261 , BCE in this minibatch:  8.076656341552734
Batch :  135 / 261 , BCE in this minibatch:  6.571859359741211
Batch :  136 / 261 , BCE in this minibatch:  4.944511890411377
Batch :  137 / 261 , BCE in this minibatch:  9.961994171142578
Batch :  138 / 261 , BCE in this minibatch:  8.492461204528809
Batch :  139 / 261 , BCE in this minibatch:  5.600819110870361
Batch :  140 / 261 , BCE in this minibatch:  4.5849432945251465
Batch :  141 / 261 , BCE in this minibatch:  6.479611396789551
Batch :  142 / 261 , BCE in this minibatch:  7.662388801574707
Batch :  143 / 261 , BCE in this minibatch:  12.221726417541504
Batch :  144 / 261 , BCE in this minibatch:  8.245781898498535
Batch :  145 / 261 , BCE in this minibatch:  4.500425815582275
Batch :  146 / 261 , BCE in this minibatch:  7.30891752243042
Batch :  147 / 261 , BCE in this minibatch:  5.39803409576416
Batch :  148 / 261 , BCE in this minibatch:  5.78555154800415
Batch :  149 / 261 , BCE in this minibatch:  5.115089416503906
Batch :  150 / 261 , BCE in this minibatch:  5.084601402282715
Batch :  151 / 261 , BCE in this minibatch:  4.517274379730225
Batch :  152 / 261 , BCE in this minibatch:  7.239058971405029
Batch :  153 / 261 , BCE in this minibatch:  5.488122940063477
Batch :  154 / 261 , BCE in this minibatch:  3.7650232315063477
Batch :  155 / 261 , BCE in this minibatch:  3.4414279460906982
Batch :  156 / 261 , BCE in this minibatch:  7.660586833953857
Batch :  157 / 261 , BCE in this minibatch:  6.050163745880127
Batch :  158 / 261 , BCE in this minibatch:  13.068089485168457
Batch :  159 / 261 , BCE in this minibatch:  6.338196277618408
Batch :  160 / 261 , BCE in this minibatch:  6.17813777923584
Batch :  161 / 261 , BCE in this minibatch:  8.765097618103027
Batch :  162 / 261 , BCE in this minibatch:  6.002080917358398
Batch :  163 / 261 , BCE in this minibatch:  6.547582149505615
Batch :  164 / 261 , BCE in this minibatch:  12.446026802062988
Batch :  165 / 261 , BCE in this minibatch:  6.433852672576904
Batch :  166 / 261 , BCE in this minibatch:  15.07833194732666
Batch :  167 / 261 , BCE in this minibatch:  9.401505470275879
Batch :  168 / 261 , BCE in this minibatch:  10.308650016784668
Batch :  169 / 261 , BCE in this minibatch:  11.978623390197754
Batch :  170 / 261 , BCE in this minibatch:  13.3294095993042
Batch :  171 / 261 , BCE in this minibatch:  32.704280853271484
Batch :  172 / 261 , BCE in this minibatch:  33.23904800415039
Batch :  173 / 261 , BCE in this minibatch:  11.934618949890137
Batch :  174 / 261 , BCE in this minibatch:  7.235042572021484
Batch :  175 / 261 , BCE in this minibatch:  6.326326847076416
Batch :  176 / 261 , BCE in this minibatch:  7.053328037261963
Batch :  177 / 261 , BCE in this minibatch:  7.2238969802856445
Batch :  178 / 261 , BCE in this minibatch:  7.994993209838867
Batch :  179 / 261 , BCE in this minibatch:  7.2930378913879395
Batch :  180 / 261 , BCE in this minibatch:  7.405358791351318
Batch :  181 / 261 , BCE in this minibatch:  7.263465881347656
Batch :  182 / 261 , BCE in this minibatch:  5.871504306793213
Batch :  183 / 261 , BCE in this minibatch:  7.115821838378906
Batch :  184 / 261 , BCE in this minibatch:  11.531455039978027
Batch :  185 / 261 , BCE in this minibatch:  6.122891902923584
Batch :  186 / 261 , BCE in this minibatch:  12.419684410095215
Batch :  187 / 261 , BCE in this minibatch:  5.624873161315918
Batch :  188 / 261 , BCE in this minibatch:  6.503297805786133
Batch :  189 / 261 , BCE in this minibatch:  5.671666145324707
Batch :  190 / 261 , BCE in this minibatch:  8.30180549621582
Batch :  191 / 261 , BCE in this minibatch:  11.198503494262695
Batch :  192 / 261 , BCE in this minibatch:  7.640668869018555
Batch :  193 / 261 , BCE in this minibatch:  8.11020278930664
Batch :  194 / 261 , BCE in this minibatch:  7.837788105010986
Batch :  195 / 261 , BCE in this minibatch:  4.834364891052246
Batch :  196 / 261 , BCE in this minibatch:  5.88041353225708
Batch :  197 / 261 , BCE in this minibatch:  5.812741756439209
Batch :  198 / 261 , BCE in this minibatch:  9.212937355041504
Batch :  199 / 261 , BCE in this minibatch:  6.762166976928711
Batch :  200 / 261 , BCE in this minibatch:  11.730463981628418
Batch :  201 / 261 , BCE in this minibatch:  9.357539176940918
Batch :  202 / 261 , BCE in this minibatch:  10.671344757080078
Batch :  203 / 261 , BCE in this minibatch:  8.21469497680664
Batch :  204 / 261 , BCE in this minibatch:  7.104992389678955
Batch :  205 / 261 , BCE in this minibatch:  6.83504056930542
Batch :  206 / 261 , BCE in this minibatch:  7.532768726348877
Batch :  207 / 261 , BCE in this minibatch:  7.445863246917725
Batch :  208 / 261 , BCE in this minibatch:  5.888952255249023
Batch :  209 / 261 , BCE in this minibatch:  7.483794689178467
Batch :  210 / 261 , BCE in this minibatch:  18.621919631958008
Batch :  211 / 261 , BCE in this minibatch:  22.088716506958008
Batch :  212 / 261 , BCE in this minibatch:  10.854187965393066
Batch :  213 / 261 , BCE in this minibatch:  17.364999771118164
Batch :  214 / 261 , BCE in this minibatch:  12.423932075500488
Batch :  215 / 261 , BCE in this minibatch:  4.632106781005859
Batch :  216 / 261 , BCE in this minibatch:  4.249978065490723
Batch :  217 / 261 , BCE in this minibatch:  4.33942174911499
Batch :  218 / 261 , BCE in this minibatch:  6.576568126678467
Batch :  219 / 261 , BCE in this minibatch:  6.902831077575684
Batch :  220 / 261 , BCE in this minibatch:  15.121319770812988
Batch :  221 / 261 , BCE in this minibatch:  8.66896915435791
Batch :  222 / 261 , BCE in this minibatch:  8.41932487487793
Batch :  223 / 261 , BCE in this minibatch:  5.454038143157959
Batch :  224 / 261 , BCE in this minibatch:  15.31955623626709
Batch :  225 / 261 , BCE in this minibatch:  26.40797996520996
Batch :  226 / 261 , BCE in this minibatch:  10.254571914672852
Batch :  227 / 261 , BCE in this minibatch:  6.1810407638549805
Batch :  228 / 261 , BCE in this minibatch:  8.676702499389648
Batch :  229 / 261 , BCE in this minibatch:  7.946545124053955
Batch :  230 / 261 , BCE in this minibatch:  7.6827521324157715
Batch :  231 / 261 , BCE in this minibatch:  8.692421913146973
Batch :  232 / 261 , BCE in this minibatch:  7.981561660766602
Batch :  233 / 261 , BCE in this minibatch:  8.545974731445312
Batch :  234 / 261 , BCE in this minibatch:  6.494207859039307
Batch :  235 / 261 , BCE in this minibatch:  8.632406234741211
Batch :  236 / 261 , BCE in this minibatch:  7.083799839019775
Batch :  237 / 261 , BCE in this minibatch:  5.962517738342285
Batch :  238 / 261 , BCE in this minibatch:  7.4588704109191895
Batch :  239 / 261 , BCE in this minibatch:  6.135911464691162
Batch :  240 / 261 , BCE in this minibatch:  7.516485214233398
Batch :  241 / 261 , BCE in this minibatch:  5.867162227630615
Batch :  242 / 261 , BCE in this minibatch:  5.2665252685546875
Batch :  243 / 261 , BCE in this minibatch:  4.453096389770508
Batch :  244 / 261 , BCE in this minibatch:  5.605607509613037
Batch :  245 / 261 , BCE in this minibatch:  8.368905067443848
Batch :  246 / 261 , BCE in this minibatch:  6.933068752288818
Batch :  247 / 261 , BCE in this minibatch:  8.39852523803711
Batch :  248 / 261 , BCE in this minibatch:  5.758314609527588
Batch :  249 / 261 , BCE in this minibatch:  8.852323532104492
Batch :  250 / 261 , BCE in this minibatch:  6.463827133178711
Batch :  251 / 261 , BCE in this minibatch:  5.090898513793945
Batch :  252 / 261 , BCE in this minibatch:  11.237123489379883
Batch :  253 / 261 , BCE in this minibatch:  12.301474571228027
Batch :  254 / 261 , BCE in this minibatch:  13.00678825378418
Batch :  255 / 261 , BCE in this minibatch:  6.8454718589782715
Batch :  256 / 261 , BCE in this minibatch:  9.870339393615723
Batch :  257 / 261 , BCE in this minibatch:  10.433454513549805
Batch :  258 / 261 , BCE in this minibatch:  8.046947479248047
Batch :  259 / 261 , BCE in this minibatch:  6.1688995361328125
Batch :  260 / 261 , BCE in this minibatch:  4.907529354095459
Batch :  261 / 261 , BCE in this minibatch:  4.27882719039917
epoch: 44  train_loss: 7.377271124229577
Batch :  1 / 261 , BCE in this minibatch:  3.8755273818969727
Batch :  2 / 261 , BCE in this minibatch:  4.800867080688477
Batch :  3 / 261 , BCE in this minibatch:  4.765373706817627
Batch :  4 / 261 , BCE in this minibatch:  4.860340118408203
Batch :  5 / 261 , BCE in this minibatch:  5.360236167907715
Batch :  6 / 261 , BCE in this minibatch:  5.097262382507324
Batch :  7 / 261 , BCE in this minibatch:  5.5186991691589355
Batch :  8 / 261 , BCE in this minibatch:  5.0575103759765625
Batch :  9 / 261 , BCE in this minibatch:  4.248083591461182
Batch :  10 / 261 , BCE in this minibatch:  4.8415207862854
Batch :  11 / 261 , BCE in this minibatch:  4.533769607543945
Batch :  12 / 261 , BCE in this minibatch:  4.65654993057251
Batch :  13 / 261 , BCE in this minibatch:  5.291128158569336
Batch :  14 / 261 , BCE in this minibatch:  5.306402206420898
Batch :  15 / 261 , BCE in this minibatch:  4.73235559463501
Batch :  16 / 261 , BCE in this minibatch:  5.03611421585083
Batch :  17 / 261 , BCE in this minibatch:  9.135738372802734
Batch :  18 / 261 , BCE in this minibatch:  4.98654317855835
Batch :  19 / 261 , BCE in this minibatch:  4.38410758972168
Batch :  20 / 261 , BCE in this minibatch:  4.403768539428711
Batch :  21 / 261 , BCE in this minibatch:  4.243464946746826
Batch :  22 / 261 , BCE in this minibatch:  4.17640495300293
Batch :  23 / 261 , BCE in this minibatch:  3.9865362644195557
Batch :  24 / 261 , BCE in this minibatch:  5.349492073059082
Batch :  25 / 261 , BCE in this minibatch:  5.41206169128418
Batch :  26 / 261 , BCE in this minibatch:  4.940084934234619
Batch :  27 / 261 , BCE in this minibatch:  3.64627742767334
Batch :  28 / 261 , BCE in this minibatch:  5.093904972076416
Batch :  29 / 261 , BCE in this minibatch:  4.258895397186279
Batch :  30 / 261 , BCE in this minibatch:  5.440385818481445
Batch :  31 / 261 , BCE in this minibatch:  4.226482391357422
Batch :  32 / 261 , BCE in this minibatch:  4.479930877685547
Batch :  33 / 261 , BCE in this minibatch:  4.306859970092773
Batch :  34 / 261 , BCE in this minibatch:  3.496255397796631
Batch :  35 / 261 , BCE in this minibatch:  6.74995231628418
Batch :  36 / 261 , BCE in this minibatch:  3.9800565242767334
Batch :  37 / 261 , BCE in this minibatch:  4.0289177894592285
Batch :  38 / 261 , BCE in this minibatch:  3.7699692249298096
Batch :  39 / 261 , BCE in this minibatch:  4.134696960449219
Batch :  40 / 261 , BCE in this minibatch:  5.388708114624023
Batch :  41 / 261 , BCE in this minibatch:  4.669079303741455
Batch :  42 / 261 , BCE in this minibatch:  6.3636908531188965
Batch :  43 / 261 , BCE in this minibatch:  4.021421432495117
Batch :  44 / 261 , BCE in this minibatch:  5.673056602478027
Batch :  45 / 261 , BCE in this minibatch:  4.058143615722656
Batch :  46 / 261 , BCE in this minibatch:  5.144057750701904
Batch :  47 / 261 , BCE in this minibatch:  8.513829231262207
Batch :  48 / 261 , BCE in this minibatch:  5.033296585083008
Batch :  49 / 261 , BCE in this minibatch:  4.7597503662109375
Batch :  50 / 261 , BCE in this minibatch:  8.936091423034668
Batch :  51 / 261 , BCE in this minibatch:  5.090280055999756
Batch :  52 / 261 , BCE in this minibatch:  5.065770149230957
Batch :  53 / 261 , BCE in this minibatch:  4.63093376159668
Batch :  54 / 261 , BCE in this minibatch:  7.017438888549805
Batch :  55 / 261 , BCE in this minibatch:  5.96535587310791
Batch :  56 / 261 , BCE in this minibatch:  6.090104579925537
Batch :  57 / 261 , BCE in this minibatch:  4.579147815704346
Batch :  58 / 261 , BCE in this minibatch:  8.757916450500488
Batch :  59 / 261 , BCE in this minibatch:  4.981553077697754
Batch :  60 / 261 , BCE in this minibatch:  5.592168807983398
Batch :  61 / 261 , BCE in this minibatch:  4.820381164550781
Batch :  62 / 261 , BCE in this minibatch:  4.253271102905273
Batch :  63 / 261 , BCE in this minibatch:  4.164313316345215
Batch :  64 / 261 , BCE in this minibatch:  3.7379937171936035
Batch :  65 / 261 , BCE in this minibatch:  5.430239200592041
Batch :  66 / 261 , BCE in this minibatch:  5.489256381988525
Batch :  67 / 261 , BCE in this minibatch:  7.4810333251953125
Batch :  68 / 261 , BCE in this minibatch:  4.569995403289795
Batch :  69 / 261 , BCE in this minibatch:  6.572244167327881
Batch :  70 / 261 , BCE in this minibatch:  15.352399826049805
Batch :  71 / 261 , BCE in this minibatch:  5.345746040344238
Batch :  72 / 261 , BCE in this minibatch:  5.138284206390381
Batch :  73 / 261 , BCE in this minibatch:  14.031383514404297
Batch :  74 / 261 , BCE in this minibatch:  14.340277671813965
Batch :  75 / 261 , BCE in this minibatch:  5.478109359741211
Batch :  76 / 261 , BCE in this minibatch:  5.197946548461914
Batch :  77 / 261 , BCE in this minibatch:  6.210805892944336
Batch :  78 / 261 , BCE in this minibatch:  6.721928119659424
Batch :  79 / 261 , BCE in this minibatch:  4.638769626617432
Batch :  80 / 261 , BCE in this minibatch:  7.806281566619873
Batch :  81 / 261 , BCE in this minibatch:  6.245003700256348
Batch :  82 / 261 , BCE in this minibatch:  4.730267524719238
Batch :  83 / 261 , BCE in this minibatch:  9.495708465576172
Batch :  84 / 261 , BCE in this minibatch:  5.396615028381348
Batch :  85 / 261 , BCE in this minibatch:  6.109086513519287
Batch :  86 / 261 , BCE in this minibatch:  7.489966869354248
Batch :  87 / 261 , BCE in this minibatch:  5.265632629394531
Batch :  88 / 261 , BCE in this minibatch:  6.172684669494629
Batch :  89 / 261 , BCE in this minibatch:  4.9735283851623535
Batch :  90 / 261 , BCE in this minibatch:  5.354874134063721
Batch :  91 / 261 , BCE in this minibatch:  4.27345609664917
Batch :  92 / 261 , BCE in this minibatch:  5.7578206062316895
Batch :  93 / 261 , BCE in this minibatch:  8.224719047546387
Batch :  94 / 261 , BCE in this minibatch:  11.979204177856445
Batch :  95 / 261 , BCE in this minibatch:  8.732068061828613
Batch :  96 / 261 , BCE in this minibatch:  7.698784351348877
Batch :  97 / 261 , BCE in this minibatch:  9.87397289276123
Batch :  98 / 261 , BCE in this minibatch:  5.570592880249023
Batch :  99 / 261 , BCE in this minibatch:  7.179320335388184
Batch :  100 / 261 , BCE in this minibatch:  11.952705383300781
Batch :  101 / 261 , BCE in this minibatch:  5.147140979766846
Batch :  102 / 261 , BCE in this minibatch:  4.887416839599609
Batch :  103 / 261 , BCE in this minibatch:  6.673099517822266
Batch :  104 / 261 , BCE in this minibatch:  5.183719635009766
Batch :  105 / 261 , BCE in this minibatch:  9.06123161315918
Batch :  106 / 261 , BCE in this minibatch:  5.730216026306152
Batch :  107 / 261 , BCE in this minibatch:  5.942211151123047
Batch :  108 / 261 , BCE in this minibatch:  4.32161808013916
Batch :  109 / 261 , BCE in this minibatch:  6.200575828552246
Batch :  110 / 261 , BCE in this minibatch:  9.572617530822754
Batch :  111 / 261 , BCE in this minibatch:  5.592805862426758
Batch :  112 / 261 , BCE in this minibatch:  7.320797920227051
Batch :  113 / 261 , BCE in this minibatch:  7.860977649688721
Batch :  114 / 261 , BCE in this minibatch:  7.33412504196167
Batch :  115 / 261 , BCE in this minibatch:  7.456307411193848
Batch :  116 / 261 , BCE in this minibatch:  5.971169471740723
Batch :  117 / 261 , BCE in this minibatch:  8.100457191467285
Batch :  118 / 261 , BCE in this minibatch:  7.815957069396973
Batch :  119 / 261 , BCE in this minibatch:  7.078405857086182
Batch :  120 / 261 , BCE in this minibatch:  7.428259372711182
Batch :  121 / 261 , BCE in this minibatch:  5.220874786376953
Batch :  122 / 261 , BCE in this minibatch:  7.3218889236450195
Batch :  123 / 261 , BCE in this minibatch:  7.125411510467529
Batch :  124 / 261 , BCE in this minibatch:  4.299516677856445
Batch :  125 / 261 , BCE in this minibatch:  16.247270584106445
Batch :  126 / 261 , BCE in this minibatch:  6.138046741485596
Batch :  127 / 261 , BCE in this minibatch:  4.329562187194824
Batch :  128 / 261 , BCE in this minibatch:  6.945581912994385
Batch :  129 / 261 , BCE in this minibatch:  4.160102844238281
Batch :  130 / 261 , BCE in this minibatch:  14.78471565246582
Batch :  131 / 261 , BCE in this minibatch:  7.8208513259887695
Batch :  132 / 261 , BCE in this minibatch:  7.452930927276611
Batch :  133 / 261 , BCE in this minibatch:  15.320233345031738
Batch :  134 / 261 , BCE in this minibatch:  8.096414566040039
Batch :  135 / 261 , BCE in this minibatch:  6.508191108703613
Batch :  136 / 261 , BCE in this minibatch:  4.872429370880127
Batch :  137 / 261 , BCE in this minibatch:  9.93655014038086
Batch :  138 / 261 , BCE in this minibatch:  8.451159477233887
Batch :  139 / 261 , BCE in this minibatch:  5.596512794494629
Batch :  140 / 261 , BCE in this minibatch:  4.609843730926514
Batch :  141 / 261 , BCE in this minibatch:  6.499029636383057
Batch :  142 / 261 , BCE in this minibatch:  7.624573230743408
Batch :  143 / 261 , BCE in this minibatch:  12.232587814331055
Batch :  144 / 261 , BCE in this minibatch:  8.140740394592285
Batch :  145 / 261 , BCE in this minibatch:  4.499331951141357
Batch :  146 / 261 , BCE in this minibatch:  7.335505962371826
Batch :  147 / 261 , BCE in this minibatch:  5.356266975402832
Batch :  148 / 261 , BCE in this minibatch:  5.767539978027344
Batch :  149 / 261 , BCE in this minibatch:  5.087884426116943
Batch :  150 / 261 , BCE in this minibatch:  5.066109657287598
Batch :  151 / 261 , BCE in this minibatch:  4.541446208953857
Batch :  152 / 261 , BCE in this minibatch:  7.144466876983643
Batch :  153 / 261 , BCE in this minibatch:  5.453402042388916
Batch :  154 / 261 , BCE in this minibatch:  3.7219574451446533
Batch :  155 / 261 , BCE in this minibatch:  3.423510789871216
Batch :  156 / 261 , BCE in this minibatch:  7.665132522583008
Batch :  157 / 261 , BCE in this minibatch:  6.048358917236328
Batch :  158 / 261 , BCE in this minibatch:  13.054859161376953
Batch :  159 / 261 , BCE in this minibatch:  6.352746963500977
Batch :  160 / 261 , BCE in this minibatch:  6.181065559387207
Batch :  161 / 261 , BCE in this minibatch:  8.751633644104004
Batch :  162 / 261 , BCE in this minibatch:  6.0103044509887695
Batch :  163 / 261 , BCE in this minibatch:  6.556086540222168
Batch :  164 / 261 , BCE in this minibatch:  12.383441925048828
Batch :  165 / 261 , BCE in this minibatch:  6.414818286895752
Batch :  166 / 261 , BCE in this minibatch:  15.014059066772461
Batch :  167 / 261 , BCE in this minibatch:  9.401408195495605
Batch :  168 / 261 , BCE in this minibatch:  10.312304496765137
Batch :  169 / 261 , BCE in this minibatch:  11.888213157653809
Batch :  170 / 261 , BCE in this minibatch:  13.356324195861816
Batch :  171 / 261 , BCE in this minibatch:  32.418338775634766
Batch :  172 / 261 , BCE in this minibatch:  33.224281311035156
Batch :  173 / 261 , BCE in this minibatch:  11.884631156921387
Batch :  174 / 261 , BCE in this minibatch:  7.240021228790283
Batch :  175 / 261 , BCE in this minibatch:  6.183783531188965
Batch :  176 / 261 , BCE in this minibatch:  7.083834648132324
Batch :  177 / 261 , BCE in this minibatch:  7.164364814758301
Batch :  178 / 261 , BCE in this minibatch:  7.935705661773682
Batch :  179 / 261 , BCE in this minibatch:  7.250079154968262
Batch :  180 / 261 , BCE in this minibatch:  7.420267581939697
Batch :  181 / 261 , BCE in this minibatch:  7.233077526092529
Batch :  182 / 261 , BCE in this minibatch:  5.804496765136719
Batch :  183 / 261 , BCE in this minibatch:  7.077910423278809
Batch :  184 / 261 , BCE in this minibatch:  11.461000442504883
Batch :  185 / 261 , BCE in this minibatch:  6.131533622741699
Batch :  186 / 261 , BCE in this minibatch:  12.43114948272705
Batch :  187 / 261 , BCE in this minibatch:  5.627513885498047
Batch :  188 / 261 , BCE in this minibatch:  6.523751735687256
Batch :  189 / 261 , BCE in this minibatch:  5.6578803062438965
Batch :  190 / 261 , BCE in this minibatch:  8.25375747680664
Batch :  191 / 261 , BCE in this minibatch:  11.196457862854004
Batch :  192 / 261 , BCE in this minibatch:  7.5671916007995605
Batch :  193 / 261 , BCE in this minibatch:  8.09786605834961
Batch :  194 / 261 , BCE in this minibatch:  7.868159770965576
Batch :  195 / 261 , BCE in this minibatch:  4.847405433654785
Batch :  196 / 261 , BCE in this minibatch:  5.859921455383301
Batch :  197 / 261 , BCE in this minibatch:  5.78933048248291
Batch :  198 / 261 , BCE in this minibatch:  9.151219367980957
Batch :  199 / 261 , BCE in this minibatch:  6.743337631225586
Batch :  200 / 261 , BCE in this minibatch:  11.563162803649902
Batch :  201 / 261 , BCE in this minibatch:  9.343387603759766
Batch :  202 / 261 , BCE in this minibatch:  10.631806373596191
Batch :  203 / 261 , BCE in this minibatch:  8.206088066101074
Batch :  204 / 261 , BCE in this minibatch:  7.1225175857543945
Batch :  205 / 261 , BCE in this minibatch:  6.785871982574463
Batch :  206 / 261 , BCE in this minibatch:  7.465559482574463
Batch :  207 / 261 , BCE in this minibatch:  7.4287190437316895
Batch :  208 / 261 , BCE in this minibatch:  5.863137722015381
Batch :  209 / 261 , BCE in this minibatch:  7.4915080070495605
Batch :  210 / 261 , BCE in this minibatch:  18.537452697753906
Batch :  211 / 261 , BCE in this minibatch:  21.974470138549805
Batch :  212 / 261 , BCE in this minibatch:  10.839612007141113
Batch :  213 / 261 , BCE in this minibatch:  17.25369644165039
Batch :  214 / 261 , BCE in this minibatch:  12.310517311096191
Batch :  215 / 261 , BCE in this minibatch:  4.6104912757873535
Batch :  216 / 261 , BCE in this minibatch:  4.206913471221924
Batch :  217 / 261 , BCE in this minibatch:  4.263147354125977
Batch :  218 / 261 , BCE in this minibatch:  6.582170486450195
Batch :  219 / 261 , BCE in this minibatch:  6.791446208953857
Batch :  220 / 261 , BCE in this minibatch:  15.003636360168457
Batch :  221 / 261 , BCE in this minibatch:  8.647557258605957
Batch :  222 / 261 , BCE in this minibatch:  8.375728607177734
Batch :  223 / 261 , BCE in this minibatch:  5.4550347328186035
Batch :  224 / 261 , BCE in this minibatch:  15.224663734436035
Batch :  225 / 261 , BCE in this minibatch:  26.33016586303711
Batch :  226 / 261 , BCE in this minibatch:  10.220117568969727
Batch :  227 / 261 , BCE in this minibatch:  6.157787322998047
Batch :  228 / 261 , BCE in this minibatch:  8.705010414123535
Batch :  229 / 261 , BCE in this minibatch:  7.879181385040283
Batch :  230 / 261 , BCE in this minibatch:  7.709091663360596
Batch :  231 / 261 , BCE in this minibatch:  8.627126693725586
Batch :  232 / 261 , BCE in this minibatch:  7.933491230010986
Batch :  233 / 261 , BCE in this minibatch:  8.493670463562012
Batch :  234 / 261 , BCE in this minibatch:  6.483026027679443
Batch :  235 / 261 , BCE in this minibatch:  8.563660621643066
Batch :  236 / 261 , BCE in this minibatch:  7.051577091217041
Batch :  237 / 261 , BCE in this minibatch:  5.951910018920898
Batch :  238 / 261 , BCE in this minibatch:  7.365541934967041
Batch :  239 / 261 , BCE in this minibatch:  6.113770484924316
Batch :  240 / 261 , BCE in this minibatch:  7.482594013214111
Batch :  241 / 261 , BCE in this minibatch:  5.856396675109863
Batch :  242 / 261 , BCE in this minibatch:  5.277875900268555
Batch :  243 / 261 , BCE in this minibatch:  4.457454681396484
Batch :  244 / 261 , BCE in this minibatch:  5.577969551086426
Batch :  245 / 261 , BCE in this minibatch:  8.365657806396484
Batch :  246 / 261 , BCE in this minibatch:  6.926730155944824
Batch :  247 / 261 , BCE in this minibatch:  8.428206443786621
Batch :  248 / 261 , BCE in this minibatch:  5.747507095336914
Batch :  249 / 261 , BCE in this minibatch:  8.79881763458252
Batch :  250 / 261 , BCE in this minibatch:  6.439981937408447
Batch :  251 / 261 , BCE in this minibatch:  5.088498115539551
Batch :  252 / 261 , BCE in this minibatch:  11.182352066040039
Batch :  253 / 261 , BCE in this minibatch:  12.281678199768066
Batch :  254 / 261 , BCE in this minibatch:  12.973113059997559
Batch :  255 / 261 , BCE in this minibatch:  6.8356032371521
Batch :  256 / 261 , BCE in this minibatch:  9.81387710571289
Batch :  257 / 261 , BCE in this minibatch:  10.377281188964844
Batch :  258 / 261 , BCE in this minibatch:  8.04019832611084
Batch :  259 / 261 , BCE in this minibatch:  6.121863842010498
Batch :  260 / 261 , BCE in this minibatch:  4.876541614532471
Batch :  261 / 261 , BCE in this minibatch:  4.364058971405029
epoch: 45  train_loss: 7.35405845294967
Batch :  1 / 261 , BCE in this minibatch:  3.868394136428833
Batch :  2 / 261 , BCE in this minibatch:  4.800559997558594
Batch :  3 / 261 , BCE in this minibatch:  4.73615026473999
Batch :  4 / 261 , BCE in this minibatch:  4.814493179321289
Batch :  5 / 261 , BCE in this minibatch:  5.319087028503418
Batch :  6 / 261 , BCE in this minibatch:  5.076367378234863
Batch :  7 / 261 , BCE in this minibatch:  5.494619369506836
Batch :  8 / 261 , BCE in this minibatch:  5.050208568572998
Batch :  9 / 261 , BCE in this minibatch:  4.218250274658203
Batch :  10 / 261 , BCE in this minibatch:  4.852430820465088
Batch :  11 / 261 , BCE in this minibatch:  4.499390602111816
Batch :  12 / 261 , BCE in this minibatch:  4.621166706085205
Batch :  13 / 261 , BCE in this minibatch:  5.260342121124268
Batch :  14 / 261 , BCE in this minibatch:  5.284114360809326
Batch :  15 / 261 , BCE in this minibatch:  4.744431972503662
Batch :  16 / 261 , BCE in this minibatch:  5.072561740875244
Batch :  17 / 261 , BCE in this minibatch:  9.139457702636719
Batch :  18 / 261 , BCE in this minibatch:  4.985072612762451
Batch :  19 / 261 , BCE in this minibatch:  4.373573303222656
Batch :  20 / 261 , BCE in this minibatch:  4.3576154708862305
Batch :  21 / 261 , BCE in this minibatch:  4.248117446899414
Batch :  22 / 261 , BCE in this minibatch:  4.166271209716797
Batch :  23 / 261 , BCE in this minibatch:  3.9495725631713867
Batch :  24 / 261 , BCE in this minibatch:  5.294713020324707
Batch :  25 / 261 , BCE in this minibatch:  5.40860652923584
Batch :  26 / 261 , BCE in this minibatch:  4.938118934631348
Batch :  27 / 261 , BCE in this minibatch:  3.6022071838378906
Batch :  28 / 261 , BCE in this minibatch:  5.08477783203125
Batch :  29 / 261 , BCE in this minibatch:  4.2293548583984375
Batch :  30 / 261 , BCE in this minibatch:  5.440459251403809
Batch :  31 / 261 , BCE in this minibatch:  4.186703205108643
Batch :  32 / 261 , BCE in this minibatch:  4.499076843261719
Batch :  33 / 261 , BCE in this minibatch:  4.308735370635986
Batch :  34 / 261 , BCE in this minibatch:  3.506725549697876
Batch :  35 / 261 , BCE in this minibatch:  6.787193775177002
Batch :  36 / 261 , BCE in this minibatch:  4.008299827575684
Batch :  37 / 261 , BCE in this minibatch:  4.049009799957275
Batch :  38 / 261 , BCE in this minibatch:  3.7536299228668213
Batch :  39 / 261 , BCE in this minibatch:  4.128556251525879
Batch :  40 / 261 , BCE in this minibatch:  5.380161285400391
Batch :  41 / 261 , BCE in this minibatch:  4.690340518951416
Batch :  42 / 261 , BCE in this minibatch:  6.369065761566162
Batch :  43 / 261 , BCE in this minibatch:  3.998249053955078
Batch :  44 / 261 , BCE in this minibatch:  5.637905597686768
Batch :  45 / 261 , BCE in this minibatch:  4.056594371795654
Batch :  46 / 261 , BCE in this minibatch:  5.057723522186279
Batch :  47 / 261 , BCE in this minibatch:  8.501176834106445
Batch :  48 / 261 , BCE in this minibatch:  5.035771369934082
Batch :  49 / 261 , BCE in this minibatch:  4.639441013336182
Batch :  50 / 261 , BCE in this minibatch:  8.95348072052002
Batch :  51 / 261 , BCE in this minibatch:  5.1123151779174805
Batch :  52 / 261 , BCE in this minibatch:  5.032519340515137
Batch :  53 / 261 , BCE in this minibatch:  4.630537509918213
Batch :  54 / 261 , BCE in this minibatch:  7.038370132446289
Batch :  55 / 261 , BCE in this minibatch:  5.961511611938477
Batch :  56 / 261 , BCE in this minibatch:  6.003932476043701
Batch :  57 / 261 , BCE in this minibatch:  4.545706748962402
Batch :  58 / 261 , BCE in this minibatch:  8.774710655212402
Batch :  59 / 261 , BCE in this minibatch:  4.909037113189697
Batch :  60 / 261 , BCE in this minibatch:  5.601527214050293
Batch :  61 / 261 , BCE in this minibatch:  4.83618688583374
Batch :  62 / 261 , BCE in this minibatch:  4.270266056060791
Batch :  63 / 261 , BCE in this minibatch:  4.168335437774658
Batch :  64 / 261 , BCE in this minibatch:  3.7404119968414307
Batch :  65 / 261 , BCE in this minibatch:  5.454159736633301
Batch :  66 / 261 , BCE in this minibatch:  5.489706516265869
Batch :  67 / 261 , BCE in this minibatch:  7.4528961181640625
Batch :  68 / 261 , BCE in this minibatch:  4.557886600494385
Batch :  69 / 261 , BCE in this minibatch:  6.499467849731445
Batch :  70 / 261 , BCE in this minibatch:  15.248199462890625
Batch :  71 / 261 , BCE in this minibatch:  5.362030506134033
Batch :  72 / 261 , BCE in this minibatch:  5.160480499267578
Batch :  73 / 261 , BCE in this minibatch:  14.054296493530273
Batch :  74 / 261 , BCE in this minibatch:  14.299429893493652
Batch :  75 / 261 , BCE in this minibatch:  5.523003101348877
Batch :  76 / 261 , BCE in this minibatch:  5.150429725646973
Batch :  77 / 261 , BCE in this minibatch:  6.2165703773498535
Batch :  78 / 261 , BCE in this minibatch:  6.751831531524658
Batch :  79 / 261 , BCE in this minibatch:  4.598236560821533
Batch :  80 / 261 , BCE in this minibatch:  7.700495719909668
Batch :  81 / 261 , BCE in this minibatch:  6.192968845367432
Batch :  82 / 261 , BCE in this minibatch:  4.7252678871154785
Batch :  83 / 261 , BCE in this minibatch:  9.502955436706543
Batch :  84 / 261 , BCE in this minibatch:  5.375521659851074
Batch :  85 / 261 , BCE in this minibatch:  6.0789361000061035
Batch :  86 / 261 , BCE in this minibatch:  7.429762840270996
Batch :  87 / 261 , BCE in this minibatch:  5.244351387023926
Batch :  88 / 261 , BCE in this minibatch:  6.187060356140137
Batch :  89 / 261 , BCE in this minibatch:  4.964735507965088
Batch :  90 / 261 , BCE in this minibatch:  5.3468499183654785
Batch :  91 / 261 , BCE in this minibatch:  4.237410545349121
Batch :  92 / 261 , BCE in this minibatch:  5.727511405944824
Batch :  93 / 261 , BCE in this minibatch:  8.232097625732422
Batch :  94 / 261 , BCE in this minibatch:  12.030731201171875
Batch :  95 / 261 , BCE in this minibatch:  8.652928352355957
Batch :  96 / 261 , BCE in this minibatch:  7.650103569030762
Batch :  97 / 261 , BCE in this minibatch:  9.835604667663574
Batch :  98 / 261 , BCE in this minibatch:  5.629034519195557
Batch :  99 / 261 , BCE in this minibatch:  7.214468002319336
Batch :  100 / 261 , BCE in this minibatch:  11.95292854309082
Batch :  101 / 261 , BCE in this minibatch:  5.160553455352783
Batch :  102 / 261 , BCE in this minibatch:  4.8938679695129395
Batch :  103 / 261 , BCE in this minibatch:  6.660303115844727
Batch :  104 / 261 , BCE in this minibatch:  5.216385841369629
Batch :  105 / 261 , BCE in this minibatch:  9.055084228515625
Batch :  106 / 261 , BCE in this minibatch:  5.807866096496582
Batch :  107 / 261 , BCE in this minibatch:  5.9397101402282715
Batch :  108 / 261 , BCE in this minibatch:  4.30338191986084
Batch :  109 / 261 , BCE in this minibatch:  6.187685489654541
Batch :  110 / 261 , BCE in this minibatch:  9.596136093139648
Batch :  111 / 261 , BCE in this minibatch:  5.585953712463379
Batch :  112 / 261 , BCE in this minibatch:  7.356138229370117
Batch :  113 / 261 , BCE in this minibatch:  7.876174449920654
Batch :  114 / 261 , BCE in this minibatch:  7.304742336273193
Batch :  115 / 261 , BCE in this minibatch:  7.444711208343506
Batch :  116 / 261 , BCE in this minibatch:  5.9356160163879395
Batch :  117 / 261 , BCE in this minibatch:  8.039251327514648
Batch :  118 / 261 , BCE in this minibatch:  7.782901287078857
Batch :  119 / 261 , BCE in this minibatch:  7.020934581756592
Batch :  120 / 261 , BCE in this minibatch:  7.431615352630615
Batch :  121 / 261 , BCE in this minibatch:  5.150457859039307
Batch :  122 / 261 , BCE in this minibatch:  7.306450366973877
Batch :  123 / 261 , BCE in this minibatch:  7.091209888458252
Batch :  124 / 261 , BCE in this minibatch:  4.27183723449707
Batch :  125 / 261 , BCE in this minibatch:  16.230592727661133
Batch :  126 / 261 , BCE in this minibatch:  6.152838706970215
Batch :  127 / 261 , BCE in this minibatch:  4.280123710632324
Batch :  128 / 261 , BCE in this minibatch:  6.883039474487305
Batch :  129 / 261 , BCE in this minibatch:  4.1547627449035645
Batch :  130 / 261 , BCE in this minibatch:  14.687285423278809
Batch :  131 / 261 , BCE in this minibatch:  7.842806816101074
Batch :  132 / 261 , BCE in this minibatch:  7.461319446563721
Batch :  133 / 261 , BCE in this minibatch:  15.225043296813965
Batch :  134 / 261 , BCE in this minibatch:  8.064017295837402
Batch :  135 / 261 , BCE in this minibatch:  6.491319179534912
Batch :  136 / 261 , BCE in this minibatch:  4.889155387878418
Batch :  137 / 261 , BCE in this minibatch:  9.869271278381348
Batch :  138 / 261 , BCE in this minibatch:  8.416878700256348
Batch :  139 / 261 , BCE in this minibatch:  5.581063270568848
Batch :  140 / 261 , BCE in this minibatch:  4.596442222595215
Batch :  141 / 261 , BCE in this minibatch:  6.449234962463379
Batch :  142 / 261 , BCE in this minibatch:  7.611598014831543
Batch :  143 / 261 , BCE in this minibatch:  12.177153587341309
Batch :  144 / 261 , BCE in this minibatch:  8.16706371307373
Batch :  145 / 261 , BCE in this minibatch:  4.552351474761963
Batch :  146 / 261 , BCE in this minibatch:  7.280947685241699
Batch :  147 / 261 , BCE in this minibatch:  5.354743957519531
Batch :  148 / 261 , BCE in this minibatch:  5.7101545333862305
Batch :  149 / 261 , BCE in this minibatch:  5.102628231048584
Batch :  150 / 261 , BCE in this minibatch:  5.071749210357666
Batch :  151 / 261 , BCE in this minibatch:  4.559878826141357
Batch :  152 / 261 , BCE in this minibatch:  7.110663890838623
Batch :  153 / 261 , BCE in this minibatch:  5.445715427398682
Batch :  154 / 261 , BCE in this minibatch:  3.7532591819763184
Batch :  155 / 261 , BCE in this minibatch:  3.432326078414917
Batch :  156 / 261 , BCE in this minibatch:  7.591244220733643
Batch :  157 / 261 , BCE in this minibatch:  6.028234481811523
Batch :  158 / 261 , BCE in this minibatch:  12.989392280578613
Batch :  159 / 261 , BCE in this minibatch:  6.327814102172852
Batch :  160 / 261 , BCE in this minibatch:  6.1949920654296875
Batch :  161 / 261 , BCE in this minibatch:  8.719817161560059
Batch :  162 / 261 , BCE in this minibatch:  5.929043292999268
Batch :  163 / 261 , BCE in this minibatch:  6.535407066345215
Batch :  164 / 261 , BCE in this minibatch:  12.45859432220459
Batch :  165 / 261 , BCE in this minibatch:  6.382865905761719
Batch :  166 / 261 , BCE in this minibatch:  14.960482597351074
Batch :  167 / 261 , BCE in this minibatch:  9.328086853027344
Batch :  168 / 261 , BCE in this minibatch:  10.320929527282715
Batch :  169 / 261 , BCE in this minibatch:  11.905951499938965
Batch :  170 / 261 , BCE in this minibatch:  13.305109024047852
Batch :  171 / 261 , BCE in this minibatch:  32.41832733154297
Batch :  172 / 261 , BCE in this minibatch:  33.026615142822266
Batch :  173 / 261 , BCE in this minibatch:  11.837442398071289
Batch :  174 / 261 , BCE in this minibatch:  7.203061103820801
Batch :  175 / 261 , BCE in this minibatch:  6.139394760131836
Batch :  176 / 261 , BCE in this minibatch:  7.023373126983643
Batch :  177 / 261 , BCE in this minibatch:  7.129358768463135
Batch :  178 / 261 , BCE in this minibatch:  7.875288963317871
Batch :  179 / 261 , BCE in this minibatch:  7.223406791687012
Batch :  180 / 261 , BCE in this minibatch:  7.452288627624512
Batch :  181 / 261 , BCE in this minibatch:  7.2004852294921875
Batch :  182 / 261 , BCE in this minibatch:  5.913062572479248
Batch :  183 / 261 , BCE in this minibatch:  7.026415824890137
Batch :  184 / 261 , BCE in this minibatch:  11.37082576751709
Batch :  185 / 261 , BCE in this minibatch:  6.114639759063721
Batch :  186 / 261 , BCE in this minibatch:  12.224935531616211
Batch :  187 / 261 , BCE in this minibatch:  5.6470947265625
Batch :  188 / 261 , BCE in this minibatch:  6.525225639343262
Batch :  189 / 261 , BCE in this minibatch:  5.649754524230957
Batch :  190 / 261 , BCE in this minibatch:  8.207761764526367
Batch :  191 / 261 , BCE in this minibatch:  11.148159980773926
Batch :  192 / 261 , BCE in this minibatch:  7.555874347686768
Batch :  193 / 261 , BCE in this minibatch:  8.047524452209473
Batch :  194 / 261 , BCE in this minibatch:  7.774275302886963
Batch :  195 / 261 , BCE in this minibatch:  4.816956520080566
Batch :  196 / 261 , BCE in this minibatch:  5.822546482086182
Batch :  197 / 261 , BCE in this minibatch:  5.810927867889404
Batch :  198 / 261 , BCE in this minibatch:  9.148284912109375
Batch :  199 / 261 , BCE in this minibatch:  6.726757049560547
Batch :  200 / 261 , BCE in this minibatch:  11.574416160583496
Batch :  201 / 261 , BCE in this minibatch:  9.37568187713623
Batch :  202 / 261 , BCE in this minibatch:  10.602389335632324
Batch :  203 / 261 , BCE in this minibatch:  8.12375259399414
Batch :  204 / 261 , BCE in this minibatch:  7.046777248382568
Batch :  205 / 261 , BCE in this minibatch:  6.812392711639404
Batch :  206 / 261 , BCE in this minibatch:  7.467648506164551
Batch :  207 / 261 , BCE in this minibatch:  7.333856582641602
Batch :  208 / 261 , BCE in this minibatch:  5.9187421798706055
Batch :  209 / 261 , BCE in this minibatch:  7.438055992126465
Batch :  210 / 261 , BCE in this minibatch:  18.541168212890625
Batch :  211 / 261 , BCE in this minibatch:  21.809444427490234
Batch :  212 / 261 , BCE in this minibatch:  10.788890838623047
Batch :  213 / 261 , BCE in this minibatch:  17.266010284423828
Batch :  214 / 261 , BCE in this minibatch:  12.251651763916016
Batch :  215 / 261 , BCE in this minibatch:  4.5599517822265625
Batch :  216 / 261 , BCE in this minibatch:  4.142529487609863
Batch :  217 / 261 , BCE in this minibatch:  4.263551712036133
Batch :  218 / 261 , BCE in this minibatch:  6.53384256362915
Batch :  219 / 261 , BCE in this minibatch:  6.7927446365356445
Batch :  220 / 261 , BCE in this minibatch:  14.991695404052734
Batch :  221 / 261 , BCE in this minibatch:  8.640387535095215
Batch :  222 / 261 , BCE in this minibatch:  8.348087310791016
Batch :  223 / 261 , BCE in this minibatch:  5.384706497192383
Batch :  224 / 261 , BCE in this minibatch:  15.256926536560059
Batch :  225 / 261 , BCE in this minibatch:  26.384408950805664
Batch :  226 / 261 , BCE in this minibatch:  10.181905746459961
Batch :  227 / 261 , BCE in this minibatch:  6.121865749359131
Batch :  228 / 261 , BCE in this minibatch:  8.645098686218262
Batch :  229 / 261 , BCE in this minibatch:  7.839547634124756
Batch :  230 / 261 , BCE in this minibatch:  7.644031524658203
Batch :  231 / 261 , BCE in this minibatch:  8.573047637939453
Batch :  232 / 261 , BCE in this minibatch:  7.953156471252441
Batch :  233 / 261 , BCE in this minibatch:  8.461504936218262
Batch :  234 / 261 , BCE in this minibatch:  6.452828884124756
Batch :  235 / 261 , BCE in this minibatch:  8.589625358581543
Batch :  236 / 261 , BCE in this minibatch:  7.055525302886963
Batch :  237 / 261 , BCE in this minibatch:  5.933554172515869
Batch :  238 / 261 , BCE in this minibatch:  7.381392955780029
Batch :  239 / 261 , BCE in this minibatch:  6.115573406219482
Batch :  240 / 261 , BCE in this minibatch:  7.444437503814697
Batch :  241 / 261 , BCE in this minibatch:  5.8242034912109375
Batch :  242 / 261 , BCE in this minibatch:  5.268675804138184
Batch :  243 / 261 , BCE in this minibatch:  4.405081272125244
Batch :  244 / 261 , BCE in this minibatch:  5.575998306274414
Batch :  245 / 261 , BCE in this minibatch:  8.295228958129883
Batch :  246 / 261 , BCE in this minibatch:  6.852299690246582
Batch :  247 / 261 , BCE in this minibatch:  8.413700103759766
Batch :  248 / 261 , BCE in this minibatch:  5.723516941070557
Batch :  249 / 261 , BCE in this minibatch:  8.804033279418945
Batch :  250 / 261 , BCE in this minibatch:  6.369898796081543
Batch :  251 / 261 , BCE in this minibatch:  5.031179904937744
Batch :  252 / 261 , BCE in this minibatch:  11.20561695098877
Batch :  253 / 261 , BCE in this minibatch:  12.232789993286133
Batch :  254 / 261 , BCE in this minibatch:  12.905814170837402
Batch :  255 / 261 , BCE in this minibatch:  6.809615612030029
Batch :  256 / 261 , BCE in this minibatch:  9.846366882324219
Batch :  257 / 261 , BCE in this minibatch:  10.37348461151123
Batch :  258 / 261 , BCE in this minibatch:  7.9930572509765625
Batch :  259 / 261 , BCE in this minibatch:  6.131266117095947
Batch :  260 / 261 , BCE in this minibatch:  4.873469829559326
Batch :  261 / 261 , BCE in this minibatch:  4.294326305389404
epoch: 46  train_loss: 7.333980468041139
Batch :  1 / 261 , BCE in this minibatch:  3.859767198562622
Batch :  2 / 261 , BCE in this minibatch:  4.8009443283081055
Batch :  3 / 261 , BCE in this minibatch:  4.7662353515625
Batch :  4 / 261 , BCE in this minibatch:  4.850509166717529
Batch :  5 / 261 , BCE in this minibatch:  5.327470779418945
Batch :  6 / 261 , BCE in this minibatch:  5.07423210144043
Batch :  7 / 261 , BCE in this minibatch:  5.478653907775879
Batch :  8 / 261 , BCE in this minibatch:  5.047441005706787
Batch :  9 / 261 , BCE in this minibatch:  4.225788116455078
Batch :  10 / 261 , BCE in this minibatch:  4.856653690338135
Batch :  11 / 261 , BCE in this minibatch:  4.487358093261719
Batch :  12 / 261 , BCE in this minibatch:  4.581241607666016
Batch :  13 / 261 , BCE in this minibatch:  5.250873565673828
Batch :  14 / 261 , BCE in this minibatch:  5.265858173370361
Batch :  15 / 261 , BCE in this minibatch:  4.72239875793457
Batch :  16 / 261 , BCE in this minibatch:  5.0872344970703125
Batch :  17 / 261 , BCE in this minibatch:  9.049399375915527
Batch :  18 / 261 , BCE in this minibatch:  5.003574371337891
Batch :  19 / 261 , BCE in this minibatch:  4.352066993713379
Batch :  20 / 261 , BCE in this minibatch:  4.392762660980225
Batch :  21 / 261 , BCE in this minibatch:  4.230749607086182
Batch :  22 / 261 , BCE in this minibatch:  4.174912452697754
Batch :  23 / 261 , BCE in this minibatch:  3.9661996364593506
Batch :  24 / 261 , BCE in this minibatch:  5.291151523590088
Batch :  25 / 261 , BCE in this minibatch:  5.397609710693359
Batch :  26 / 261 , BCE in this minibatch:  4.979156970977783
Batch :  27 / 261 , BCE in this minibatch:  3.610595941543579
Batch :  28 / 261 , BCE in this minibatch:  5.123585224151611
Batch :  29 / 261 , BCE in this minibatch:  4.245985984802246
Batch :  30 / 261 , BCE in this minibatch:  5.449604511260986
Batch :  31 / 261 , BCE in this minibatch:  4.164058685302734
Batch :  32 / 261 , BCE in this minibatch:  4.474222660064697
Batch :  33 / 261 , BCE in this minibatch:  4.257870674133301
Batch :  34 / 261 , BCE in this minibatch:  3.495407819747925
Batch :  35 / 261 , BCE in this minibatch:  6.792539119720459
Batch :  36 / 261 , BCE in this minibatch:  3.9556632041931152
Batch :  37 / 261 , BCE in this minibatch:  3.9873433113098145
Batch :  38 / 261 , BCE in this minibatch:  3.6946089267730713
Batch :  39 / 261 , BCE in this minibatch:  4.11466646194458
Batch :  40 / 261 , BCE in this minibatch:  5.358626842498779
Batch :  41 / 261 , BCE in this minibatch:  4.699776649475098
Batch :  42 / 261 , BCE in this minibatch:  6.33669376373291
Batch :  43 / 261 , BCE in this minibatch:  4.035053253173828
Batch :  44 / 261 , BCE in this minibatch:  5.611135959625244
Batch :  45 / 261 , BCE in this minibatch:  4.056952476501465
Batch :  46 / 261 , BCE in this minibatch:  5.090442180633545
Batch :  47 / 261 , BCE in this minibatch:  8.529929161071777
Batch :  48 / 261 , BCE in this minibatch:  5.0104169845581055
Batch :  49 / 261 , BCE in this minibatch:  4.695752143859863
Batch :  50 / 261 , BCE in this minibatch:  8.939026832580566
Batch :  51 / 261 , BCE in this minibatch:  5.059747219085693
Batch :  52 / 261 , BCE in this minibatch:  5.024538040161133
Batch :  53 / 261 , BCE in this minibatch:  4.627848148345947
Batch :  54 / 261 , BCE in this minibatch:  7.0120344161987305
Batch :  55 / 261 , BCE in this minibatch:  5.979851245880127
Batch :  56 / 261 , BCE in this minibatch:  6.033163070678711
Batch :  57 / 261 , BCE in this minibatch:  4.5364274978637695
Batch :  58 / 261 , BCE in this minibatch:  8.729625701904297
Batch :  59 / 261 , BCE in this minibatch:  4.913100719451904
Batch :  60 / 261 , BCE in this minibatch:  5.582511901855469
Batch :  61 / 261 , BCE in this minibatch:  4.803853511810303
Batch :  62 / 261 , BCE in this minibatch:  4.237290382385254
Batch :  63 / 261 , BCE in this minibatch:  4.159395694732666
Batch :  64 / 261 , BCE in this minibatch:  3.711538553237915
Batch :  65 / 261 , BCE in this minibatch:  5.416577339172363
Batch :  66 / 261 , BCE in this minibatch:  5.4625468254089355
Batch :  67 / 261 , BCE in this minibatch:  7.4365057945251465
Batch :  68 / 261 , BCE in this minibatch:  4.572041034698486
Batch :  69 / 261 , BCE in this minibatch:  6.525721549987793
Batch :  70 / 261 , BCE in this minibatch:  15.187170028686523
Batch :  71 / 261 , BCE in this minibatch:  5.368041038513184
Batch :  72 / 261 , BCE in this minibatch:  5.137510299682617
Batch :  73 / 261 , BCE in this minibatch:  14.017823219299316
Batch :  74 / 261 , BCE in this minibatch:  14.264795303344727
Batch :  75 / 261 , BCE in this minibatch:  5.49560546875
Batch :  76 / 261 , BCE in this minibatch:  5.205405235290527
Batch :  77 / 261 , BCE in this minibatch:  6.218308448791504
Batch :  78 / 261 , BCE in this minibatch:  6.707777976989746
Batch :  79 / 261 , BCE in this minibatch:  4.598910331726074
Batch :  80 / 261 , BCE in this minibatch:  7.764878273010254
Batch :  81 / 261 , BCE in this minibatch:  6.207276344299316
Batch :  82 / 261 , BCE in this minibatch:  4.698065280914307
Batch :  83 / 261 , BCE in this minibatch:  9.445241928100586
Batch :  84 / 261 , BCE in this minibatch:  5.404476642608643
Batch :  85 / 261 , BCE in this minibatch:  6.06101655960083
Batch :  86 / 261 , BCE in this minibatch:  7.489955902099609
Batch :  87 / 261 , BCE in this minibatch:  5.237918853759766
Batch :  88 / 261 , BCE in this minibatch:  6.12905216217041
Batch :  89 / 261 , BCE in this minibatch:  4.9686102867126465
Batch :  90 / 261 , BCE in this minibatch:  5.351832389831543
Batch :  91 / 261 , BCE in this minibatch:  4.2369608879089355
Batch :  92 / 261 , BCE in this minibatch:  5.719687461853027
Batch :  93 / 261 , BCE in this minibatch:  8.216261863708496
Batch :  94 / 261 , BCE in this minibatch:  11.927994728088379
Batch :  95 / 261 , BCE in this minibatch:  8.628046035766602
Batch :  96 / 261 , BCE in this minibatch:  7.6472649574279785
Batch :  97 / 261 , BCE in this minibatch:  9.706674575805664
Batch :  98 / 261 , BCE in this minibatch:  5.580573558807373
Batch :  99 / 261 , BCE in this minibatch:  7.160164833068848
Batch :  100 / 261 , BCE in this minibatch:  11.966554641723633
Batch :  101 / 261 , BCE in this minibatch:  5.18988037109375
Batch :  102 / 261 , BCE in this minibatch:  4.885827541351318
Batch :  103 / 261 , BCE in this minibatch:  6.657634735107422
Batch :  104 / 261 , BCE in this minibatch:  5.273960113525391
Batch :  105 / 261 , BCE in this minibatch:  9.076026916503906
Batch :  106 / 261 , BCE in this minibatch:  5.787042617797852
Batch :  107 / 261 , BCE in this minibatch:  5.92612361907959
Batch :  108 / 261 , BCE in this minibatch:  4.234055042266846
Batch :  109 / 261 , BCE in this minibatch:  6.176655292510986
Batch :  110 / 261 , BCE in this minibatch:  9.628762245178223
Batch :  111 / 261 , BCE in this minibatch:  5.593475818634033
Batch :  112 / 261 , BCE in this minibatch:  7.380478858947754
Batch :  113 / 261 , BCE in this minibatch:  7.821949005126953
Batch :  114 / 261 , BCE in this minibatch:  7.310586452484131
Batch :  115 / 261 , BCE in this minibatch:  7.4595947265625
Batch :  116 / 261 , BCE in this minibatch:  5.8850274085998535
Batch :  117 / 261 , BCE in this minibatch:  8.006479263305664
Batch :  118 / 261 , BCE in this minibatch:  7.73014497756958
Batch :  119 / 261 , BCE in this minibatch:  7.021081447601318
Batch :  120 / 261 , BCE in this minibatch:  7.4042744636535645
Batch :  121 / 261 , BCE in this minibatch:  5.188488006591797
Batch :  122 / 261 , BCE in this minibatch:  7.350635528564453
Batch :  123 / 261 , BCE in this minibatch:  7.103294849395752
Batch :  124 / 261 , BCE in this minibatch:  4.258622646331787
Batch :  125 / 261 , BCE in this minibatch:  16.132003784179688
Batch :  126 / 261 , BCE in this minibatch:  6.038097858428955
Batch :  127 / 261 , BCE in this minibatch:  4.248664855957031
Batch :  128 / 261 , BCE in this minibatch:  6.8881659507751465
Batch :  129 / 261 , BCE in this minibatch:  4.140219688415527
Batch :  130 / 261 , BCE in this minibatch:  14.625905990600586
Batch :  131 / 261 , BCE in this minibatch:  7.8017706871032715
Batch :  132 / 261 , BCE in this minibatch:  7.382842540740967
Batch :  133 / 261 , BCE in this minibatch:  15.152913093566895
Batch :  134 / 261 , BCE in this minibatch:  8.026849746704102
Batch :  135 / 261 , BCE in this minibatch:  6.48629093170166
Batch :  136 / 261 , BCE in this minibatch:  4.940493106842041
Batch :  137 / 261 , BCE in this minibatch:  9.915727615356445
Batch :  138 / 261 , BCE in this minibatch:  8.4138765335083
Batch :  139 / 261 , BCE in this minibatch:  5.552616119384766
Batch :  140 / 261 , BCE in this minibatch:  4.655503273010254
Batch :  141 / 261 , BCE in this minibatch:  6.444413185119629
Batch :  142 / 261 , BCE in this minibatch:  7.599392890930176
Batch :  143 / 261 , BCE in this minibatch:  12.068029403686523
Batch :  144 / 261 , BCE in this minibatch:  8.158170700073242
Batch :  145 / 261 , BCE in this minibatch:  4.489764213562012
Batch :  146 / 261 , BCE in this minibatch:  7.2548747062683105
Batch :  147 / 261 , BCE in this minibatch:  5.366507530212402
Batch :  148 / 261 , BCE in this minibatch:  5.712315082550049
Batch :  149 / 261 , BCE in this minibatch:  5.127518177032471
Batch :  150 / 261 , BCE in this minibatch:  5.071113109588623
Batch :  151 / 261 , BCE in this minibatch:  4.508801460266113
Batch :  152 / 261 , BCE in this minibatch:  7.121052265167236
Batch :  153 / 261 , BCE in this minibatch:  5.411763668060303
Batch :  154 / 261 , BCE in this minibatch:  3.7259790897369385
Batch :  155 / 261 , BCE in this minibatch:  3.4478251934051514
Batch :  156 / 261 , BCE in this minibatch:  7.576663970947266
Batch :  157 / 261 , BCE in this minibatch:  6.020651340484619
Batch :  158 / 261 , BCE in this minibatch:  12.912528991699219
Batch :  159 / 261 , BCE in this minibatch:  6.335370063781738
Batch :  160 / 261 , BCE in this minibatch:  6.172688961029053
Batch :  161 / 261 , BCE in this minibatch:  8.647906303405762
Batch :  162 / 261 , BCE in this minibatch:  5.886192321777344
Batch :  163 / 261 , BCE in this minibatch:  6.560983657836914
Batch :  164 / 261 , BCE in this minibatch:  12.34315013885498
Batch :  165 / 261 , BCE in this minibatch:  6.393229007720947
Batch :  166 / 261 , BCE in this minibatch:  14.856138229370117
Batch :  167 / 261 , BCE in this minibatch:  9.282156944274902
Batch :  168 / 261 , BCE in this minibatch:  10.290592193603516
Batch :  169 / 261 , BCE in this minibatch:  11.876826286315918
Batch :  170 / 261 , BCE in this minibatch:  13.358558654785156
Batch :  171 / 261 , BCE in this minibatch:  32.34714889526367
Batch :  172 / 261 , BCE in this minibatch:  32.988983154296875
Batch :  173 / 261 , BCE in this minibatch:  11.761635780334473
Batch :  174 / 261 , BCE in this minibatch:  7.174893379211426
Batch :  175 / 261 , BCE in this minibatch:  6.139232635498047
Batch :  176 / 261 , BCE in this minibatch:  6.915358066558838
Batch :  177 / 261 , BCE in this minibatch:  6.992415904998779
Batch :  178 / 261 , BCE in this minibatch:  7.844090461730957
Batch :  179 / 261 , BCE in this minibatch:  7.26753568649292
Batch :  180 / 261 , BCE in this minibatch:  7.345458984375
Batch :  181 / 261 , BCE in this minibatch:  7.214321136474609
Batch :  182 / 261 , BCE in this minibatch:  5.835109233856201
Batch :  183 / 261 , BCE in this minibatch:  7.055870532989502
Batch :  184 / 261 , BCE in this minibatch:  11.325017929077148
Batch :  185 / 261 , BCE in this minibatch:  6.157283782958984
Batch :  186 / 261 , BCE in this minibatch:  12.16225814819336
Batch :  187 / 261 , BCE in this minibatch:  5.633213043212891
Batch :  188 / 261 , BCE in this minibatch:  6.485284805297852
Batch :  189 / 261 , BCE in this minibatch:  5.7591071128845215
Batch :  190 / 261 , BCE in this minibatch:  8.25992202758789
Batch :  191 / 261 , BCE in this minibatch:  11.05064868927002
Batch :  192 / 261 , BCE in this minibatch:  7.533586502075195
Batch :  193 / 261 , BCE in this minibatch:  8.075632095336914
Batch :  194 / 261 , BCE in this minibatch:  7.771296501159668
Batch :  195 / 261 , BCE in this minibatch:  4.858306407928467
Batch :  196 / 261 , BCE in this minibatch:  5.853959083557129
Batch :  197 / 261 , BCE in this minibatch:  5.762879848480225
Batch :  198 / 261 , BCE in this minibatch:  9.0806303024292
Batch :  199 / 261 , BCE in this minibatch:  6.7321577072143555
Batch :  200 / 261 , BCE in this minibatch:  11.564075469970703
Batch :  201 / 261 , BCE in this minibatch:  9.313668251037598
Batch :  202 / 261 , BCE in this minibatch:  10.522882461547852
Batch :  203 / 261 , BCE in this minibatch:  8.153196334838867
Batch :  204 / 261 , BCE in this minibatch:  7.077994346618652
Batch :  205 / 261 , BCE in this minibatch:  6.735093593597412
Batch :  206 / 261 , BCE in this minibatch:  7.415674686431885
Batch :  207 / 261 , BCE in this minibatch:  7.369291305541992
Batch :  208 / 261 , BCE in this minibatch:  5.870171070098877
Batch :  209 / 261 , BCE in this minibatch:  7.432501316070557
Batch :  210 / 261 , BCE in this minibatch:  18.54015350341797
Batch :  211 / 261 , BCE in this minibatch:  21.762611389160156
Batch :  212 / 261 , BCE in this minibatch:  10.770224571228027
Batch :  213 / 261 , BCE in this minibatch:  17.134967803955078
Batch :  214 / 261 , BCE in this minibatch:  12.25541877746582
Batch :  215 / 261 , BCE in this minibatch:  4.576657295227051
Batch :  216 / 261 , BCE in this minibatch:  4.148647785186768
Batch :  217 / 261 , BCE in this minibatch:  4.253993988037109
Batch :  218 / 261 , BCE in this minibatch:  6.478689670562744
Batch :  219 / 261 , BCE in this minibatch:  6.7752685546875
Batch :  220 / 261 , BCE in this minibatch:  14.951578140258789
Batch :  221 / 261 , BCE in this minibatch:  8.61154842376709
Batch :  222 / 261 , BCE in this minibatch:  8.3328857421875
Batch :  223 / 261 , BCE in this minibatch:  5.3715596199035645
Batch :  224 / 261 , BCE in this minibatch:  15.119420051574707
Batch :  225 / 261 , BCE in this minibatch:  26.176353454589844
Batch :  226 / 261 , BCE in this minibatch:  10.112831115722656
Batch :  227 / 261 , BCE in this minibatch:  6.116732120513916
Batch :  228 / 261 , BCE in this minibatch:  8.5750093460083
Batch :  229 / 261 , BCE in this minibatch:  7.874828338623047
Batch :  230 / 261 , BCE in this minibatch:  7.550143718719482
Batch :  231 / 261 , BCE in this minibatch:  8.434060096740723
Batch :  232 / 261 , BCE in this minibatch:  7.8778767585754395
Batch :  233 / 261 , BCE in this minibatch:  8.462934494018555
Batch :  234 / 261 , BCE in this minibatch:  6.454366683959961
Batch :  235 / 261 , BCE in this minibatch:  8.555571556091309
Batch :  236 / 261 , BCE in this minibatch:  7.039828300476074
Batch :  237 / 261 , BCE in this minibatch:  5.908037185668945
Batch :  238 / 261 , BCE in this minibatch:  7.342327117919922
Batch :  239 / 261 , BCE in this minibatch:  6.146008014678955
Batch :  240 / 261 , BCE in this minibatch:  7.453617572784424
Batch :  241 / 261 , BCE in this minibatch:  5.832556247711182
Batch :  242 / 261 , BCE in this minibatch:  5.21688175201416
Batch :  243 / 261 , BCE in this minibatch:  4.382541179656982
Batch :  244 / 261 , BCE in this minibatch:  5.501676559448242
Batch :  245 / 261 , BCE in this minibatch:  8.2918062210083
Batch :  246 / 261 , BCE in this minibatch:  6.783774375915527
Batch :  247 / 261 , BCE in this minibatch:  8.35004997253418
Batch :  248 / 261 , BCE in this minibatch:  5.703322410583496
Batch :  249 / 261 , BCE in this minibatch:  8.747618675231934
Batch :  250 / 261 , BCE in this minibatch:  6.3580756187438965
Batch :  251 / 261 , BCE in this minibatch:  5.013856410980225
Batch :  252 / 261 , BCE in this minibatch:  11.132956504821777
Batch :  253 / 261 , BCE in this minibatch:  12.259636878967285
Batch :  254 / 261 , BCE in this minibatch:  12.85593318939209
Batch :  255 / 261 , BCE in this minibatch:  6.802654266357422
Batch :  256 / 261 , BCE in this minibatch:  9.784757614135742
Batch :  257 / 261 , BCE in this minibatch:  10.370806694030762
Batch :  258 / 261 , BCE in this minibatch:  8.036677360534668
Batch :  259 / 261 , BCE in this minibatch:  6.178718566894531
Batch :  260 / 261 , BCE in this minibatch:  4.894385814666748
Batch :  261 / 261 , BCE in this minibatch:  4.311110019683838
epoch: 47  train_loss: 7.315744491372529
Batch :  1 / 261 , BCE in this minibatch:  3.862277030944824
Batch :  2 / 261 , BCE in this minibatch:  4.767107009887695
Batch :  3 / 261 , BCE in this minibatch:  4.739058494567871
Batch :  4 / 261 , BCE in this minibatch:  4.813040256500244
Batch :  5 / 261 , BCE in this minibatch:  5.323324203491211
Batch :  6 / 261 , BCE in this minibatch:  5.070321559906006
Batch :  7 / 261 , BCE in this minibatch:  5.4945855140686035
Batch :  8 / 261 , BCE in this minibatch:  5.016770839691162
Batch :  9 / 261 , BCE in this minibatch:  4.212985515594482
Batch :  10 / 261 , BCE in this minibatch:  4.879914283752441
Batch :  11 / 261 , BCE in this minibatch:  4.490856170654297
Batch :  12 / 261 , BCE in this minibatch:  4.629266262054443
Batch :  13 / 261 , BCE in this minibatch:  5.261419296264648
Batch :  14 / 261 , BCE in this minibatch:  5.2909064292907715
Batch :  15 / 261 , BCE in this minibatch:  4.777669906616211
Batch :  16 / 261 , BCE in this minibatch:  5.114831924438477
Batch :  17 / 261 , BCE in this minibatch:  9.08802604675293
Batch :  18 / 261 , BCE in this minibatch:  4.954628944396973
Batch :  19 / 261 , BCE in this minibatch:  4.339211463928223
Batch :  20 / 261 , BCE in this minibatch:  4.340759754180908
Batch :  21 / 261 , BCE in this minibatch:  4.211660861968994
Batch :  22 / 261 , BCE in this minibatch:  4.1696271896362305
Batch :  23 / 261 , BCE in this minibatch:  3.9059784412384033
Batch :  24 / 261 , BCE in this minibatch:  5.304656028747559
Batch :  25 / 261 , BCE in this minibatch:  5.378036022186279
Batch :  26 / 261 , BCE in this minibatch:  4.957601547241211
Batch :  27 / 261 , BCE in this minibatch:  3.5907084941864014
Batch :  28 / 261 , BCE in this minibatch:  5.047263145446777
Batch :  29 / 261 , BCE in this minibatch:  4.215935230255127
Batch :  30 / 261 , BCE in this minibatch:  5.4296464920043945
Batch :  31 / 261 , BCE in this minibatch:  4.150365352630615
Batch :  32 / 261 , BCE in this minibatch:  4.462771415710449
Batch :  33 / 261 , BCE in this minibatch:  4.267260551452637
Batch :  34 / 261 , BCE in this minibatch:  3.4889485836029053
Batch :  35 / 261 , BCE in this minibatch:  6.774659633636475
Batch :  36 / 261 , BCE in this minibatch:  3.928187847137451
Batch :  37 / 261 , BCE in this minibatch:  4.014989852905273
Batch :  38 / 261 , BCE in this minibatch:  3.710559606552124
Batch :  39 / 261 , BCE in this minibatch:  4.100735187530518
Batch :  40 / 261 , BCE in this minibatch:  5.36855936050415
Batch :  41 / 261 , BCE in this minibatch:  4.671075344085693
Batch :  42 / 261 , BCE in this minibatch:  6.331048488616943
Batch :  43 / 261 , BCE in this minibatch:  3.9756009578704834
Batch :  44 / 261 , BCE in this minibatch:  5.62870454788208
Batch :  45 / 261 , BCE in this minibatch:  4.054193496704102
Batch :  46 / 261 , BCE in this minibatch:  5.087423324584961
Batch :  47 / 261 , BCE in this minibatch:  8.498852729797363
Batch :  48 / 261 , BCE in this minibatch:  5.016872882843018
Batch :  49 / 261 , BCE in this minibatch:  4.691155433654785
Batch :  50 / 261 , BCE in this minibatch:  8.89521598815918
Batch :  51 / 261 , BCE in this minibatch:  5.064643383026123
Batch :  52 / 261 , BCE in this minibatch:  5.002804279327393
Batch :  53 / 261 , BCE in this minibatch:  4.612442493438721
Batch :  54 / 261 , BCE in this minibatch:  7.047299861907959
Batch :  55 / 261 , BCE in this minibatch:  5.9623308181762695
Batch :  56 / 261 , BCE in this minibatch:  6.031609535217285
Batch :  57 / 261 , BCE in this minibatch:  4.536318302154541
Batch :  58 / 261 , BCE in this minibatch:  8.72319221496582
Batch :  59 / 261 , BCE in this minibatch:  4.937483310699463
Batch :  60 / 261 , BCE in this minibatch:  5.539440631866455
Batch :  61 / 261 , BCE in this minibatch:  4.803257465362549
Batch :  62 / 261 , BCE in this minibatch:  4.241235733032227
Batch :  63 / 261 , BCE in this minibatch:  4.11104679107666
Batch :  64 / 261 , BCE in this minibatch:  3.715020179748535
Batch :  65 / 261 , BCE in this minibatch:  5.379502296447754
Batch :  66 / 261 , BCE in this minibatch:  5.432335376739502
Batch :  67 / 261 , BCE in this minibatch:  7.3998565673828125
Batch :  68 / 261 , BCE in this minibatch:  4.5542216300964355
Batch :  69 / 261 , BCE in this minibatch:  6.529219627380371
Batch :  70 / 261 , BCE in this minibatch:  15.101761817932129
Batch :  71 / 261 , BCE in this minibatch:  5.337871551513672
Batch :  72 / 261 , BCE in this minibatch:  5.137871742248535
Batch :  73 / 261 , BCE in this minibatch:  13.925493240356445
Batch :  74 / 261 , BCE in this minibatch:  14.220978736877441
Batch :  75 / 261 , BCE in this minibatch:  5.486034870147705
Batch :  76 / 261 , BCE in this minibatch:  5.197315216064453
Batch :  77 / 261 , BCE in this minibatch:  6.1924824714660645
Batch :  78 / 261 , BCE in this minibatch:  6.7087721824646
Batch :  79 / 261 , BCE in this minibatch:  4.554564952850342
Batch :  80 / 261 , BCE in this minibatch:  7.673569679260254
Batch :  81 / 261 , BCE in this minibatch:  6.193331241607666
Batch :  82 / 261 , BCE in this minibatch:  4.693888187408447
Batch :  83 / 261 , BCE in this minibatch:  9.326672554016113
Batch :  84 / 261 , BCE in this minibatch:  5.355438709259033
Batch :  85 / 261 , BCE in this minibatch:  6.016055583953857
Batch :  86 / 261 , BCE in this minibatch:  7.442927837371826
Batch :  87 / 261 , BCE in this minibatch:  5.282838344573975
Batch :  88 / 261 , BCE in this minibatch:  6.124485969543457
Batch :  89 / 261 , BCE in this minibatch:  4.941424369812012
Batch :  90 / 261 , BCE in this minibatch:  5.386408805847168
Batch :  91 / 261 , BCE in this minibatch:  4.249151229858398
Batch :  92 / 261 , BCE in this minibatch:  5.708646774291992
Batch :  93 / 261 , BCE in this minibatch:  8.191704750061035
Batch :  94 / 261 , BCE in this minibatch:  11.845122337341309
Batch :  95 / 261 , BCE in this minibatch:  8.652243614196777
Batch :  96 / 261 , BCE in this minibatch:  7.593256950378418
Batch :  97 / 261 , BCE in this minibatch:  9.698383331298828
Batch :  98 / 261 , BCE in this minibatch:  5.563540458679199
Batch :  99 / 261 , BCE in this minibatch:  7.120203971862793
Batch :  100 / 261 , BCE in this minibatch:  11.9357328414917
Batch :  101 / 261 , BCE in this minibatch:  5.177308082580566
Batch :  102 / 261 , BCE in this minibatch:  4.781216621398926
Batch :  103 / 261 , BCE in this minibatch:  6.6540350914001465
Batch :  104 / 261 , BCE in this minibatch:  5.238091468811035
Batch :  105 / 261 , BCE in this minibatch:  9.002376556396484
Batch :  106 / 261 , BCE in this minibatch:  5.7561235427856445
Batch :  107 / 261 , BCE in this minibatch:  5.890371322631836
Batch :  108 / 261 , BCE in this minibatch:  4.272621154785156
Batch :  109 / 261 , BCE in this minibatch:  6.103007793426514
Batch :  110 / 261 , BCE in this minibatch:  9.600427627563477
Batch :  111 / 261 , BCE in this minibatch:  5.5634989738464355
Batch :  112 / 261 , BCE in this minibatch:  7.347609519958496
Batch :  113 / 261 , BCE in this minibatch:  7.799200057983398
Batch :  114 / 261 , BCE in this minibatch:  7.256096363067627
Batch :  115 / 261 , BCE in this minibatch:  7.443276405334473
Batch :  116 / 261 , BCE in this minibatch:  5.923620223999023
Batch :  117 / 261 , BCE in this minibatch:  7.971153736114502
Batch :  118 / 261 , BCE in this minibatch:  7.746739864349365
Batch :  119 / 261 , BCE in this minibatch:  6.9590253829956055
Batch :  120 / 261 , BCE in this minibatch:  7.426784515380859
Batch :  121 / 261 , BCE in this minibatch:  5.136292457580566
Batch :  122 / 261 , BCE in this minibatch:  7.265908241271973
Batch :  123 / 261 , BCE in this minibatch:  7.035580158233643
Batch :  124 / 261 , BCE in this minibatch:  4.276444435119629
Batch :  125 / 261 , BCE in this minibatch:  16.170326232910156
Batch :  126 / 261 , BCE in this minibatch:  6.073111057281494
Batch :  127 / 261 , BCE in this minibatch:  4.2680511474609375
Batch :  128 / 261 , BCE in this minibatch:  6.869763374328613
Batch :  129 / 261 , BCE in this minibatch:  4.137325763702393
Batch :  130 / 261 , BCE in this minibatch:  14.566964149475098
Batch :  131 / 261 , BCE in this minibatch:  7.7984299659729
Batch :  132 / 261 , BCE in this minibatch:  7.325934410095215
Batch :  133 / 261 , BCE in this minibatch:  15.12923526763916
Batch :  134 / 261 , BCE in this minibatch:  7.939234256744385
Batch :  135 / 261 , BCE in this minibatch:  6.444432258605957
Batch :  136 / 261 , BCE in this minibatch:  4.893998622894287
Batch :  137 / 261 , BCE in this minibatch:  9.895495414733887
Batch :  138 / 261 , BCE in this minibatch:  8.320635795593262
Batch :  139 / 261 , BCE in this minibatch:  5.5235276222229
Batch :  140 / 261 , BCE in this minibatch:  4.632655143737793
Batch :  141 / 261 , BCE in this minibatch:  6.452449321746826
Batch :  142 / 261 , BCE in this minibatch:  7.546734809875488
Batch :  143 / 261 , BCE in this minibatch:  12.012744903564453
Batch :  144 / 261 , BCE in this minibatch:  8.137778282165527
Batch :  145 / 261 , BCE in this minibatch:  4.513708114624023
Batch :  146 / 261 , BCE in this minibatch:  7.2424845695495605
Batch :  147 / 261 , BCE in this minibatch:  5.306671619415283
Batch :  148 / 261 , BCE in this minibatch:  5.6713995933532715
Batch :  149 / 261 , BCE in this minibatch:  5.059415340423584
Batch :  150 / 261 , BCE in this minibatch:  5.015378952026367
Batch :  151 / 261 , BCE in this minibatch:  4.546541690826416
Batch :  152 / 261 , BCE in this minibatch:  7.070532321929932
Batch :  153 / 261 , BCE in this minibatch:  5.409010410308838
Batch :  154 / 261 , BCE in this minibatch:  3.7303402423858643
Batch :  155 / 261 , BCE in this minibatch:  3.434037685394287
Batch :  156 / 261 , BCE in this minibatch:  7.513903617858887
Batch :  157 / 261 , BCE in this minibatch:  5.963119983673096
Batch :  158 / 261 , BCE in this minibatch:  12.935111045837402
Batch :  159 / 261 , BCE in this minibatch:  6.286850452423096
Batch :  160 / 261 , BCE in this minibatch:  6.157458305358887
Batch :  161 / 261 , BCE in this minibatch:  8.66146469116211
Batch :  162 / 261 , BCE in this minibatch:  5.937230110168457
Batch :  163 / 261 , BCE in this minibatch:  6.527862071990967
Batch :  164 / 261 , BCE in this minibatch:  12.386561393737793
Batch :  165 / 261 , BCE in this minibatch:  6.337197303771973
Batch :  166 / 261 , BCE in this minibatch:  14.838730812072754
Batch :  167 / 261 , BCE in this minibatch:  9.277172088623047
Batch :  168 / 261 , BCE in this minibatch:  10.262248992919922
Batch :  169 / 261 , BCE in this minibatch:  11.792277336120605
Batch :  170 / 261 , BCE in this minibatch:  13.278450012207031
Batch :  171 / 261 , BCE in this minibatch:  32.18345642089844
Batch :  172 / 261 , BCE in this minibatch:  32.8032341003418
Batch :  173 / 261 , BCE in this minibatch:  11.689070701599121
Batch :  174 / 261 , BCE in this minibatch:  7.130573272705078
Batch :  175 / 261 , BCE in this minibatch:  6.203478813171387
Batch :  176 / 261 , BCE in this minibatch:  6.9532365798950195
Batch :  177 / 261 , BCE in this minibatch:  7.067480087280273
Batch :  178 / 261 , BCE in this minibatch:  7.8226776123046875
Batch :  179 / 261 , BCE in this minibatch:  7.2214741706848145
Batch :  180 / 261 , BCE in this minibatch:  7.3816914558410645
Batch :  181 / 261 , BCE in this minibatch:  7.130281448364258
Batch :  182 / 261 , BCE in this minibatch:  5.858536243438721
Batch :  183 / 261 , BCE in this minibatch:  6.957003593444824
Batch :  184 / 261 , BCE in this minibatch:  11.258574485778809
Batch :  185 / 261 , BCE in this minibatch:  6.1572771072387695
Batch :  186 / 261 , BCE in this minibatch:  12.14650821685791
Batch :  187 / 261 , BCE in this minibatch:  5.622008800506592
Batch :  188 / 261 , BCE in this minibatch:  6.50253438949585
Batch :  189 / 261 , BCE in this minibatch:  5.671572208404541
Batch :  190 / 261 , BCE in this minibatch:  8.196235656738281
Batch :  191 / 261 , BCE in this minibatch:  11.017937660217285
Batch :  192 / 261 , BCE in this minibatch:  7.543699264526367
Batch :  193 / 261 , BCE in this minibatch:  8.025829315185547
Batch :  194 / 261 , BCE in this minibatch:  7.715415954589844
Batch :  195 / 261 , BCE in this minibatch:  4.792997360229492
Batch :  196 / 261 , BCE in this minibatch:  5.794665336608887
Batch :  197 / 261 , BCE in this minibatch:  5.7642598152160645
Batch :  198 / 261 , BCE in this minibatch:  9.054173469543457
Batch :  199 / 261 , BCE in this minibatch:  6.649411201477051
Batch :  200 / 261 , BCE in this minibatch:  11.518987655639648
Batch :  201 / 261 , BCE in this minibatch:  9.294992446899414
Batch :  202 / 261 , BCE in this minibatch:  10.501768112182617
Batch :  203 / 261 , BCE in this minibatch:  8.06373405456543
Batch :  204 / 261 , BCE in this minibatch:  7.000328540802002
Batch :  205 / 261 , BCE in this minibatch:  6.718507289886475
Batch :  206 / 261 , BCE in this minibatch:  7.40923547744751
Batch :  207 / 261 , BCE in this minibatch:  7.33269739151001
Batch :  208 / 261 , BCE in this minibatch:  5.867070198059082
Batch :  209 / 261 , BCE in this minibatch:  7.3950724601745605
Batch :  210 / 261 , BCE in this minibatch:  18.379671096801758
Batch :  211 / 261 , BCE in this minibatch:  21.67961311340332
Batch :  212 / 261 , BCE in this minibatch:  10.68359088897705
Batch :  213 / 261 , BCE in this minibatch:  17.136455535888672
Batch :  214 / 261 , BCE in this minibatch:  12.191149711608887
Batch :  215 / 261 , BCE in this minibatch:  4.495856285095215
Batch :  216 / 261 , BCE in this minibatch:  4.038102149963379
Batch :  217 / 261 , BCE in this minibatch:  4.2186970710754395
Batch :  218 / 261 , BCE in this minibatch:  6.516602993011475
Batch :  219 / 261 , BCE in this minibatch:  6.70103120803833
Batch :  220 / 261 , BCE in this minibatch:  14.9925537109375
Batch :  221 / 261 , BCE in this minibatch:  8.561676979064941
Batch :  222 / 261 , BCE in this minibatch:  8.401617050170898
Batch :  223 / 261 , BCE in this minibatch:  5.368927955627441
Batch :  224 / 261 , BCE in this minibatch:  15.113525390625
Batch :  225 / 261 , BCE in this minibatch:  26.22050666809082
Batch :  226 / 261 , BCE in this minibatch:  10.089816093444824
Batch :  227 / 261 , BCE in this minibatch:  6.1128621101379395
Batch :  228 / 261 , BCE in this minibatch:  8.520621299743652
Batch :  229 / 261 , BCE in this minibatch:  7.794515132904053
Batch :  230 / 261 , BCE in this minibatch:  7.668099403381348
Batch :  231 / 261 , BCE in this minibatch:  8.486944198608398
Batch :  232 / 261 , BCE in this minibatch:  7.803150177001953
Batch :  233 / 261 , BCE in this minibatch:  8.469392776489258
Batch :  234 / 261 , BCE in this minibatch:  6.422510147094727
Batch :  235 / 261 , BCE in this minibatch:  8.515435218811035
Batch :  236 / 261 , BCE in this minibatch:  7.038224220275879
Batch :  237 / 261 , BCE in this minibatch:  5.925825119018555
Batch :  238 / 261 , BCE in this minibatch:  7.329428672790527
Batch :  239 / 261 , BCE in this minibatch:  6.128426551818848
Batch :  240 / 261 , BCE in this minibatch:  7.380257606506348
Batch :  241 / 261 , BCE in this minibatch:  5.8171234130859375
Batch :  242 / 261 , BCE in this minibatch:  5.230239391326904
Batch :  243 / 261 , BCE in this minibatch:  4.365750312805176
Batch :  244 / 261 , BCE in this minibatch:  5.418661117553711
Batch :  245 / 261 , BCE in this minibatch:  8.20803451538086
Batch :  246 / 261 , BCE in this minibatch:  6.84785270690918
Batch :  247 / 261 , BCE in this minibatch:  8.260156631469727
Batch :  248 / 261 , BCE in this minibatch:  5.683737277984619
Batch :  249 / 261 , BCE in this minibatch:  8.751023292541504
Batch :  250 / 261 , BCE in this minibatch:  6.310856819152832
Batch :  251 / 261 , BCE in this minibatch:  4.99723482131958
Batch :  252 / 261 , BCE in this minibatch:  11.11636734008789
Batch :  253 / 261 , BCE in this minibatch:  12.21077823638916
Batch :  254 / 261 , BCE in this minibatch:  12.802689552307129
Batch :  255 / 261 , BCE in this minibatch:  6.772964954376221
Batch :  256 / 261 , BCE in this minibatch:  9.752680778503418
Batch :  257 / 261 , BCE in this minibatch:  10.331880569458008
Batch :  258 / 261 , BCE in this minibatch:  7.98313045501709
Batch :  259 / 261 , BCE in this minibatch:  6.103926181793213
Batch :  260 / 261 , BCE in this minibatch:  4.862968921661377
Batch :  261 / 261 , BCE in this minibatch:  4.2317633628845215
epoch: 48  train_loss: 7.2914179367123895
Batch :  1 / 261 , BCE in this minibatch:  3.8503620624542236
Batch :  2 / 261 , BCE in this minibatch:  4.807738304138184
Batch :  3 / 261 , BCE in this minibatch:  4.689004898071289
Batch :  4 / 261 , BCE in this minibatch:  4.804076194763184
Batch :  5 / 261 , BCE in this minibatch:  5.256145000457764
Batch :  6 / 261 , BCE in this minibatch:  5.057459354400635
Batch :  7 / 261 , BCE in this minibatch:  5.470910549163818
Batch :  8 / 261 , BCE in this minibatch:  4.994550704956055
Batch :  9 / 261 , BCE in this minibatch:  4.206324577331543
Batch :  10 / 261 , BCE in this minibatch:  4.847336292266846
Batch :  11 / 261 , BCE in this minibatch:  4.465357303619385
Batch :  12 / 261 , BCE in this minibatch:  4.586644172668457
Batch :  13 / 261 , BCE in this minibatch:  5.269992351531982
Batch :  14 / 261 , BCE in this minibatch:  5.243950843811035
Batch :  15 / 261 , BCE in this minibatch:  4.714393615722656
Batch :  16 / 261 , BCE in this minibatch:  5.0272908210754395
Batch :  17 / 261 , BCE in this minibatch:  9.06511402130127
Batch :  18 / 261 , BCE in this minibatch:  4.952981948852539
Batch :  19 / 261 , BCE in this minibatch:  4.325675964355469
Batch :  20 / 261 , BCE in this minibatch:  4.37458610534668
Batch :  21 / 261 , BCE in this minibatch:  4.235720157623291
Batch :  22 / 261 , BCE in this minibatch:  4.152442455291748
Batch :  23 / 261 , BCE in this minibatch:  3.9022068977355957
Batch :  24 / 261 , BCE in this minibatch:  5.268494606018066
Batch :  25 / 261 , BCE in this minibatch:  5.440821647644043
Batch :  26 / 261 , BCE in this minibatch:  4.969964027404785
Batch :  27 / 261 , BCE in this minibatch:  3.6043670177459717
Batch :  28 / 261 , BCE in this minibatch:  5.051024436950684
Batch :  29 / 261 , BCE in this minibatch:  4.22205924987793
Batch :  30 / 261 , BCE in this minibatch:  5.410136699676514
Batch :  31 / 261 , BCE in this minibatch:  4.146016597747803
Batch :  32 / 261 , BCE in this minibatch:  4.452601432800293
Batch :  33 / 261 , BCE in this minibatch:  4.263091564178467
Batch :  34 / 261 , BCE in this minibatch:  3.4715421199798584
Batch :  35 / 261 , BCE in this minibatch:  6.774946212768555
Batch :  36 / 261 , BCE in this minibatch:  3.9182162284851074
Batch :  37 / 261 , BCE in this minibatch:  4.000509738922119
Batch :  38 / 261 , BCE in this minibatch:  3.6965465545654297
Batch :  39 / 261 , BCE in this minibatch:  4.122172832489014
Batch :  40 / 261 , BCE in this minibatch:  5.367679119110107
Batch :  41 / 261 , BCE in this minibatch:  4.653298377990723
Batch :  42 / 261 , BCE in this minibatch:  6.349462985992432
Batch :  43 / 261 , BCE in this minibatch:  3.99440598487854
Batch :  44 / 261 , BCE in this minibatch:  5.611068248748779
Batch :  45 / 261 , BCE in this minibatch:  4.039414405822754
Batch :  46 / 261 , BCE in this minibatch:  5.077861309051514
Batch :  47 / 261 , BCE in this minibatch:  8.505881309509277
Batch :  48 / 261 , BCE in this minibatch:  5.026870250701904
Batch :  49 / 261 , BCE in this minibatch:  4.587008953094482
Batch :  50 / 261 , BCE in this minibatch:  8.916596412658691
Batch :  51 / 261 , BCE in this minibatch:  5.064816474914551
Batch :  52 / 261 , BCE in this minibatch:  4.997582912445068
Batch :  53 / 261 , BCE in this minibatch:  4.613742828369141
Batch :  54 / 261 , BCE in this minibatch:  6.96057653427124
Batch :  55 / 261 , BCE in this minibatch:  5.941330909729004
Batch :  56 / 261 , BCE in this minibatch:  5.9744038581848145
Batch :  57 / 261 , BCE in this minibatch:  4.536493301391602
Batch :  58 / 261 , BCE in this minibatch:  8.686574935913086
Batch :  59 / 261 , BCE in this minibatch:  4.883838176727295
Batch :  60 / 261 , BCE in this minibatch:  5.544612884521484
Batch :  61 / 261 , BCE in this minibatch:  4.810941696166992
Batch :  62 / 261 , BCE in this minibatch:  4.248291969299316
Batch :  63 / 261 , BCE in this minibatch:  4.130235195159912
Batch :  64 / 261 , BCE in this minibatch:  3.7254409790039062
Batch :  65 / 261 , BCE in this minibatch:  5.415091514587402
Batch :  66 / 261 , BCE in this minibatch:  5.411957263946533
Batch :  67 / 261 , BCE in this minibatch:  7.34678316116333
Batch :  68 / 261 , BCE in this minibatch:  4.536869049072266
Batch :  69 / 261 , BCE in this minibatch:  6.480537414550781
Batch :  70 / 261 , BCE in this minibatch:  15.124162673950195
Batch :  71 / 261 , BCE in this minibatch:  5.301388740539551
Batch :  72 / 261 , BCE in this minibatch:  5.088873863220215
Batch :  73 / 261 , BCE in this minibatch:  13.982464790344238
Batch :  74 / 261 , BCE in this minibatch:  14.192580223083496
Batch :  75 / 261 , BCE in this minibatch:  5.460616111755371
Batch :  76 / 261 , BCE in this minibatch:  5.17241907119751
Batch :  77 / 261 , BCE in this minibatch:  6.175281047821045
Batch :  78 / 261 , BCE in this minibatch:  6.674683570861816
Batch :  79 / 261 , BCE in this minibatch:  4.577266216278076
Batch :  80 / 261 , BCE in this minibatch:  7.658885955810547
Batch :  81 / 261 , BCE in this minibatch:  6.119377136230469
Batch :  82 / 261 , BCE in this minibatch:  4.6281046867370605
Batch :  83 / 261 , BCE in this minibatch:  9.413339614868164
Batch :  84 / 261 , BCE in this minibatch:  5.316789627075195
Batch :  85 / 261 , BCE in this minibatch:  5.985457897186279
Batch :  86 / 261 , BCE in this minibatch:  7.402820587158203
Batch :  87 / 261 , BCE in this minibatch:  5.216200828552246
Batch :  88 / 261 , BCE in this minibatch:  6.094710826873779
Batch :  89 / 261 , BCE in this minibatch:  4.887247562408447
Batch :  90 / 261 , BCE in this minibatch:  5.339425563812256
Batch :  91 / 261 , BCE in this minibatch:  4.170202255249023
Batch :  92 / 261 , BCE in this minibatch:  5.688968658447266
Batch :  93 / 261 , BCE in this minibatch:  8.183900833129883
Batch :  94 / 261 , BCE in this minibatch:  11.8440523147583
Batch :  95 / 261 , BCE in this minibatch:  8.607264518737793
Batch :  96 / 261 , BCE in this minibatch:  7.533641338348389
Batch :  97 / 261 , BCE in this minibatch:  9.739083290100098
Batch :  98 / 261 , BCE in this minibatch:  5.4657979011535645
Batch :  99 / 261 , BCE in this minibatch:  7.138299942016602
Batch :  100 / 261 , BCE in this minibatch:  11.818411827087402
Batch :  101 / 261 , BCE in this minibatch:  5.168098449707031
Batch :  102 / 261 , BCE in this minibatch:  4.844546318054199
Batch :  103 / 261 , BCE in this minibatch:  6.6479291915893555
Batch :  104 / 261 , BCE in this minibatch:  5.174566745758057
Batch :  105 / 261 , BCE in this minibatch:  9.022587776184082
Batch :  106 / 261 , BCE in this minibatch:  5.7269721031188965
Batch :  107 / 261 , BCE in this minibatch:  5.896630764007568
Batch :  108 / 261 , BCE in this minibatch:  4.308356761932373
Batch :  109 / 261 , BCE in this minibatch:  6.165623664855957
Batch :  110 / 261 , BCE in this minibatch:  9.535755157470703
Batch :  111 / 261 , BCE in this minibatch:  5.601232528686523
Batch :  112 / 261 , BCE in this minibatch:  7.369790077209473
Batch :  113 / 261 , BCE in this minibatch:  7.7529778480529785
Batch :  114 / 261 , BCE in this minibatch:  7.239361763000488
Batch :  115 / 261 , BCE in this minibatch:  7.426597595214844
Batch :  116 / 261 , BCE in this minibatch:  5.887826442718506
Batch :  117 / 261 , BCE in this minibatch:  8.008318901062012
Batch :  118 / 261 , BCE in this minibatch:  7.705682754516602
Batch :  119 / 261 , BCE in this minibatch:  7.002985000610352
Batch :  120 / 261 , BCE in this minibatch:  7.321020126342773
Batch :  121 / 261 , BCE in this minibatch:  5.156866550445557
Batch :  122 / 261 , BCE in this minibatch:  7.260189533233643
Batch :  123 / 261 , BCE in this minibatch:  7.059485912322998
Batch :  124 / 261 , BCE in this minibatch:  4.2818403244018555
Batch :  125 / 261 , BCE in this minibatch:  16.053604125976562
Batch :  126 / 261 , BCE in this minibatch:  6.091385841369629
Batch :  127 / 261 , BCE in this minibatch:  4.2041015625
Batch :  128 / 261 , BCE in this minibatch:  6.866703033447266
Batch :  129 / 261 , BCE in this minibatch:  4.106058597564697
Batch :  130 / 261 , BCE in this minibatch:  14.472956657409668
Batch :  131 / 261 , BCE in this minibatch:  7.7658185958862305
Batch :  132 / 261 , BCE in this minibatch:  7.359358310699463
Batch :  133 / 261 , BCE in this minibatch:  15.093131065368652
Batch :  134 / 261 , BCE in this minibatch:  7.92490816116333
Batch :  135 / 261 , BCE in this minibatch:  6.4449567794799805
Batch :  136 / 261 , BCE in this minibatch:  4.90731954574585
Batch :  137 / 261 , BCE in this minibatch:  9.875184059143066
Batch :  138 / 261 , BCE in this minibatch:  8.283531188964844
Batch :  139 / 261 , BCE in this minibatch:  5.5560526847839355
Batch :  140 / 261 , BCE in this minibatch:  4.673826217651367
Batch :  141 / 261 , BCE in this minibatch:  6.434700012207031
Batch :  142 / 261 , BCE in this minibatch:  7.5080885887146
Batch :  143 / 261 , BCE in this minibatch:  11.95591926574707
Batch :  144 / 261 , BCE in this minibatch:  8.117713928222656
Batch :  145 / 261 , BCE in this minibatch:  4.469095230102539
Batch :  146 / 261 , BCE in this minibatch:  7.213143825531006
Batch :  147 / 261 , BCE in this minibatch:  5.244956016540527
Batch :  148 / 261 , BCE in this minibatch:  5.588141441345215
Batch :  149 / 261 , BCE in this minibatch:  5.040431499481201
Batch :  150 / 261 , BCE in this minibatch:  5.01527738571167
Batch :  151 / 261 , BCE in this minibatch:  4.500938892364502
Batch :  152 / 261 , BCE in this minibatch:  7.0328569412231445
Batch :  153 / 261 , BCE in this minibatch:  5.376340389251709
Batch :  154 / 261 , BCE in this minibatch:  3.701789140701294
Batch :  155 / 261 , BCE in this minibatch:  3.367109775543213
Batch :  156 / 261 , BCE in this minibatch:  7.507988452911377
Batch :  157 / 261 , BCE in this minibatch:  5.99083137512207
Batch :  158 / 261 , BCE in this minibatch:  12.883893013000488
Batch :  159 / 261 , BCE in this minibatch:  6.265549182891846
Batch :  160 / 261 , BCE in this minibatch:  6.1646623611450195
Batch :  161 / 261 , BCE in this minibatch:  8.625103950500488
Batch :  162 / 261 , BCE in this minibatch:  5.8468017578125
Batch :  163 / 261 , BCE in this minibatch:  6.522201061248779
Batch :  164 / 261 , BCE in this minibatch:  12.314855575561523
Batch :  165 / 261 , BCE in this minibatch:  6.314772129058838
Batch :  166 / 261 , BCE in this minibatch:  14.798563003540039
Batch :  167 / 261 , BCE in this minibatch:  9.208179473876953
Batch :  168 / 261 , BCE in this minibatch:  10.187423706054688
Batch :  169 / 261 , BCE in this minibatch:  11.748601913452148
Batch :  170 / 261 , BCE in this minibatch:  13.2398042678833
Batch :  171 / 261 , BCE in this minibatch:  32.12025451660156
Batch :  172 / 261 , BCE in this minibatch:  32.768062591552734
Batch :  173 / 261 , BCE in this minibatch:  11.702774047851562
Batch :  174 / 261 , BCE in this minibatch:  7.177874565124512
Batch :  175 / 261 , BCE in this minibatch:  6.058831214904785
Batch :  176 / 261 , BCE in this minibatch:  6.927750587463379
Batch :  177 / 261 , BCE in this minibatch:  6.961555480957031
Batch :  178 / 261 , BCE in this minibatch:  7.748631000518799
Batch :  179 / 261 , BCE in this minibatch:  7.197381019592285
Batch :  180 / 261 , BCE in this minibatch:  7.386291027069092
Batch :  181 / 261 , BCE in this minibatch:  7.215978622436523
Batch :  182 / 261 , BCE in this minibatch:  5.885094165802002
Batch :  183 / 261 , BCE in this minibatch:  6.9687347412109375
Batch :  184 / 261 , BCE in this minibatch:  11.206204414367676
Batch :  185 / 261 , BCE in this minibatch:  6.1675496101379395
Batch :  186 / 261 , BCE in this minibatch:  12.087540626525879
Batch :  187 / 261 , BCE in this minibatch:  5.672781467437744
Batch :  188 / 261 , BCE in this minibatch:  6.503774642944336
Batch :  189 / 261 , BCE in this minibatch:  5.697609901428223
Batch :  190 / 261 , BCE in this minibatch:  8.218087196350098
Batch :  191 / 261 , BCE in this minibatch:  10.979801177978516
Batch :  192 / 261 , BCE in this minibatch:  7.445117950439453
Batch :  193 / 261 , BCE in this minibatch:  8.0001220703125
Batch :  194 / 261 , BCE in this minibatch:  7.703123569488525
Batch :  195 / 261 , BCE in this minibatch:  4.82359504699707
Batch :  196 / 261 , BCE in this minibatch:  5.83898401260376
Batch :  197 / 261 , BCE in this minibatch:  5.801765441894531
Batch :  198 / 261 , BCE in this minibatch:  8.989398956298828
Batch :  199 / 261 , BCE in this minibatch:  6.6589789390563965
Batch :  200 / 261 , BCE in this minibatch:  11.47665786743164
Batch :  201 / 261 , BCE in this minibatch:  9.27184772491455
Batch :  202 / 261 , BCE in this minibatch:  10.480517387390137
Batch :  203 / 261 , BCE in this minibatch:  8.041529655456543
Batch :  204 / 261 , BCE in this minibatch:  6.9787421226501465
Batch :  205 / 261 , BCE in this minibatch:  6.740387916564941
Batch :  206 / 261 , BCE in this minibatch:  7.3826422691345215
Batch :  207 / 261 , BCE in this minibatch:  7.351916313171387
Batch :  208 / 261 , BCE in this minibatch:  5.849646091461182
Batch :  209 / 261 , BCE in this minibatch:  7.358550071716309
Batch :  210 / 261 , BCE in this minibatch:  18.387310028076172
Batch :  211 / 261 , BCE in this minibatch:  21.510652542114258
Batch :  212 / 261 , BCE in this minibatch:  10.726810455322266
Batch :  213 / 261 , BCE in this minibatch:  17.067304611206055
Batch :  214 / 261 , BCE in this minibatch:  12.156007766723633
Batch :  215 / 261 , BCE in this minibatch:  4.507081031799316
Batch :  216 / 261 , BCE in this minibatch:  4.089869976043701
Batch :  217 / 261 , BCE in this minibatch:  4.2089762687683105
Batch :  218 / 261 , BCE in this minibatch:  6.474616527557373
Batch :  219 / 261 , BCE in this minibatch:  6.717408180236816
Batch :  220 / 261 , BCE in this minibatch:  14.868795394897461
Batch :  221 / 261 , BCE in this minibatch:  8.624900817871094
Batch :  222 / 261 , BCE in this minibatch:  8.359073638916016
Batch :  223 / 261 , BCE in this minibatch:  5.375489711761475
Batch :  224 / 261 , BCE in this minibatch:  15.024829864501953
Batch :  225 / 261 , BCE in this minibatch:  25.960918426513672
Batch :  226 / 261 , BCE in this minibatch:  10.072847366333008
Batch :  227 / 261 , BCE in this minibatch:  6.0595479011535645
Batch :  228 / 261 , BCE in this minibatch:  8.493931770324707
Batch :  229 / 261 , BCE in this minibatch:  7.804492473602295
Batch :  230 / 261 , BCE in this minibatch:  7.568544864654541
Batch :  231 / 261 , BCE in this minibatch:  8.422971725463867
Batch :  232 / 261 , BCE in this minibatch:  7.892907619476318
Batch :  233 / 261 , BCE in this minibatch:  8.364974021911621
Batch :  234 / 261 , BCE in this minibatch:  6.467771053314209
Batch :  235 / 261 , BCE in this minibatch:  8.476127624511719
Batch :  236 / 261 , BCE in this minibatch:  6.983985424041748
Batch :  237 / 261 , BCE in this minibatch:  5.932537078857422
Batch :  238 / 261 , BCE in this minibatch:  7.322559833526611
Batch :  239 / 261 , BCE in this minibatch:  6.084630012512207
Batch :  240 / 261 , BCE in this minibatch:  7.419356822967529
Batch :  241 / 261 , BCE in this minibatch:  5.748078346252441
Batch :  242 / 261 , BCE in this minibatch:  5.213713645935059
Batch :  243 / 261 , BCE in this minibatch:  4.326779842376709
Batch :  244 / 261 , BCE in this minibatch:  5.440984725952148
Batch :  245 / 261 , BCE in this minibatch:  8.222638130187988
Batch :  246 / 261 , BCE in this minibatch:  6.8051676750183105
Batch :  247 / 261 , BCE in this minibatch:  8.30057430267334
Batch :  248 / 261 , BCE in this minibatch:  5.706827640533447
Batch :  249 / 261 , BCE in this minibatch:  8.713340759277344
Batch :  250 / 261 , BCE in this minibatch:  6.281793117523193
Batch :  251 / 261 , BCE in this minibatch:  5.006474494934082
Batch :  252 / 261 , BCE in this minibatch:  11.036623001098633
Batch :  253 / 261 , BCE in this minibatch:  12.188852310180664
Batch :  254 / 261 , BCE in this minibatch:  12.828243255615234
Batch :  255 / 261 , BCE in this minibatch:  6.766111373901367
Batch :  256 / 261 , BCE in this minibatch:  9.759397506713867
Batch :  257 / 261 , BCE in this minibatch:  10.338107109069824
Batch :  258 / 261 , BCE in this minibatch:  7.978658199310303
Batch :  259 / 261 , BCE in this minibatch:  6.058997631072998
Batch :  260 / 261 , BCE in this minibatch:  4.857186317443848
Batch :  261 / 261 , BCE in this minibatch:  4.296976566314697
epoch: 49  train_loss: 7.27253976452853
Batch :  1 / 261 , BCE in this minibatch:  3.8493528366088867
Batch :  2 / 261 , BCE in this minibatch:  4.7365593910217285
Batch :  3 / 261 , BCE in this minibatch:  4.739311695098877
Batch :  4 / 261 , BCE in this minibatch:  4.793638229370117
Batch :  5 / 261 , BCE in this minibatch:  5.289958477020264
Batch :  6 / 261 , BCE in this minibatch:  5.031530857086182
Batch :  7 / 261 , BCE in this minibatch:  5.481323719024658
Batch :  8 / 261 , BCE in this minibatch:  5.0197553634643555
Batch :  9 / 261 , BCE in this minibatch:  4.1934123039245605
Batch :  10 / 261 , BCE in this minibatch:  4.82689905166626
Batch :  11 / 261 , BCE in this minibatch:  4.45727014541626
Batch :  12 / 261 , BCE in this minibatch:  4.564968585968018
Batch :  13 / 261 , BCE in this minibatch:  5.252205848693848
Batch :  14 / 261 , BCE in this minibatch:  5.267366409301758
Batch :  15 / 261 , BCE in this minibatch:  4.712090015411377
Batch :  16 / 261 , BCE in this minibatch:  5.041304588317871
Batch :  17 / 261 , BCE in this minibatch:  9.016565322875977
Batch :  18 / 261 , BCE in this minibatch:  4.931851387023926
Batch :  19 / 261 , BCE in this minibatch:  4.2931694984436035
Batch :  20 / 261 , BCE in this minibatch:  4.338986396789551
Batch :  21 / 261 , BCE in this minibatch:  4.25478458404541
Batch :  22 / 261 , BCE in this minibatch:  4.151571273803711
Batch :  23 / 261 , BCE in this minibatch:  3.908285617828369
Batch :  24 / 261 , BCE in this minibatch:  5.262343883514404
Batch :  25 / 261 , BCE in this minibatch:  5.361705303192139
Batch :  26 / 261 , BCE in this minibatch:  4.939362525939941
Batch :  27 / 261 , BCE in this minibatch:  3.6047136783599854
Batch :  28 / 261 , BCE in this minibatch:  5.062880992889404
Batch :  29 / 261 , BCE in this minibatch:  4.209473133087158
Batch :  30 / 261 , BCE in this minibatch:  5.362953186035156
Batch :  31 / 261 , BCE in this minibatch:  4.130480766296387
Batch :  32 / 261 , BCE in this minibatch:  4.4431047439575195
Batch :  33 / 261 , BCE in this minibatch:  4.21813440322876
Batch :  34 / 261 , BCE in this minibatch:  3.4910974502563477
Batch :  35 / 261 , BCE in this minibatch:  6.729404926300049
Batch :  36 / 261 , BCE in this minibatch:  3.9241044521331787
Batch :  37 / 261 , BCE in this minibatch:  4.007956504821777
Batch :  38 / 261 , BCE in this minibatch:  3.6765220165252686
Batch :  39 / 261 , BCE in this minibatch:  4.0828423500061035
Batch :  40 / 261 , BCE in this minibatch:  5.342452049255371
Batch :  41 / 261 , BCE in this minibatch:  4.63425874710083
Batch :  42 / 261 , BCE in this minibatch:  6.350759506225586
Batch :  43 / 261 , BCE in this minibatch:  3.9559812545776367
Batch :  44 / 261 , BCE in this minibatch:  5.627405643463135
Batch :  45 / 261 , BCE in this minibatch:  4.040458679199219
Batch :  46 / 261 , BCE in this minibatch:  5.077817440032959
Batch :  47 / 261 , BCE in this minibatch:  8.51185417175293
Batch :  48 / 261 , BCE in this minibatch:  4.990633964538574
Batch :  49 / 261 , BCE in this minibatch:  4.633784294128418
Batch :  50 / 261 , BCE in this minibatch:  8.883051872253418
Batch :  51 / 261 , BCE in this minibatch:  5.030725002288818
Batch :  52 / 261 , BCE in this minibatch:  4.949403762817383
Batch :  53 / 261 , BCE in this minibatch:  4.5813679695129395
Batch :  54 / 261 , BCE in this minibatch:  6.961362838745117
Batch :  55 / 261 , BCE in this minibatch:  5.915109157562256
Batch :  56 / 261 , BCE in this minibatch:  5.980383396148682
Batch :  57 / 261 , BCE in this minibatch:  4.516944408416748
Batch :  58 / 261 , BCE in this minibatch:  8.645296096801758
Batch :  59 / 261 , BCE in this minibatch:  4.937018871307373
Batch :  60 / 261 , BCE in this minibatch:  5.501742362976074
Batch :  61 / 261 , BCE in this minibatch:  4.809966564178467
Batch :  62 / 261 , BCE in this minibatch:  4.217010021209717
Batch :  63 / 261 , BCE in this minibatch:  4.129029273986816
Batch :  64 / 261 , BCE in this minibatch:  3.70261287689209
Batch :  65 / 261 , BCE in this minibatch:  5.374444961547852
Batch :  66 / 261 , BCE in this minibatch:  5.387843608856201
Batch :  67 / 261 , BCE in this minibatch:  7.343949317932129
Batch :  68 / 261 , BCE in this minibatch:  4.563752174377441
Batch :  69 / 261 , BCE in this minibatch:  6.479519844055176
Batch :  70 / 261 , BCE in this minibatch:  15.006972312927246
Batch :  71 / 261 , BCE in this minibatch:  5.277387619018555
Batch :  72 / 261 , BCE in this minibatch:  5.0993170738220215
Batch :  73 / 261 , BCE in this minibatch:  13.9028959274292
Batch :  74 / 261 , BCE in this minibatch:  14.107752799987793
Batch :  75 / 261 , BCE in this minibatch:  5.448017597198486
Batch :  76 / 261 , BCE in this minibatch:  5.1590800285339355
Batch :  77 / 261 , BCE in this minibatch:  6.161181926727295
Batch :  78 / 261 , BCE in this minibatch:  6.647082805633545
Batch :  79 / 261 , BCE in this minibatch:  4.58229398727417
Batch :  80 / 261 , BCE in this minibatch:  7.679049968719482
Batch :  81 / 261 , BCE in this minibatch:  6.128383159637451
Batch :  82 / 261 , BCE in this minibatch:  4.6963582038879395
Batch :  83 / 261 , BCE in this minibatch:  9.355813980102539
Batch :  84 / 261 , BCE in this minibatch:  5.367491245269775
Batch :  85 / 261 , BCE in this minibatch:  6.025069236755371
Batch :  86 / 261 , BCE in this minibatch:  7.4407958984375
Batch :  87 / 261 , BCE in this minibatch:  5.200003623962402
Batch :  88 / 261 , BCE in this minibatch:  6.079590320587158
Batch :  89 / 261 , BCE in this minibatch:  4.937761306762695
Batch :  90 / 261 , BCE in this minibatch:  5.299306869506836
Batch :  91 / 261 , BCE in this minibatch:  4.17249059677124
Batch :  92 / 261 , BCE in this minibatch:  5.681238174438477
Batch :  93 / 261 , BCE in this minibatch:  8.112611770629883
Batch :  94 / 261 , BCE in this minibatch:  11.883209228515625
Batch :  95 / 261 , BCE in this minibatch:  8.58337688446045
Batch :  96 / 261 , BCE in this minibatch:  7.522679805755615
Batch :  97 / 261 , BCE in this minibatch:  9.70624828338623
Batch :  98 / 261 , BCE in this minibatch:  5.496402263641357
Batch :  99 / 261 , BCE in this minibatch:  7.09562349319458
Batch :  100 / 261 , BCE in this minibatch:  11.812646865844727
Batch :  101 / 261 , BCE in this minibatch:  5.1206488609313965
Batch :  102 / 261 , BCE in this minibatch:  4.828265190124512
Batch :  103 / 261 , BCE in this minibatch:  6.6563639640808105
Batch :  104 / 261 , BCE in this minibatch:  5.188761234283447
Batch :  105 / 261 , BCE in this minibatch:  9.059209823608398
Batch :  106 / 261 , BCE in this minibatch:  5.704241752624512
Batch :  107 / 261 , BCE in this minibatch:  5.916088581085205
Batch :  108 / 261 , BCE in this minibatch:  4.244238376617432
Batch :  109 / 261 , BCE in this minibatch:  6.074647903442383
Batch :  110 / 261 , BCE in this minibatch:  9.586383819580078
Batch :  111 / 261 , BCE in this minibatch:  5.569188594818115
Batch :  112 / 261 , BCE in this minibatch:  7.343926906585693
Batch :  113 / 261 , BCE in this minibatch:  7.747409343719482
Batch :  114 / 261 , BCE in this minibatch:  7.23945426940918
Batch :  115 / 261 , BCE in this minibatch:  7.391872406005859
Batch :  116 / 261 , BCE in this minibatch:  5.919302463531494
Batch :  117 / 261 , BCE in this minibatch:  7.984800815582275
Batch :  118 / 261 , BCE in this minibatch:  7.7431559562683105
Batch :  119 / 261 , BCE in this minibatch:  6.90867805480957
Batch :  120 / 261 , BCE in this minibatch:  7.391859531402588
Batch :  121 / 261 , BCE in this minibatch:  5.150458335876465
Batch :  122 / 261 , BCE in this minibatch:  7.242509841918945
Batch :  123 / 261 , BCE in this minibatch:  7.0194091796875
Batch :  124 / 261 , BCE in this minibatch:  4.232388973236084
Batch :  125 / 261 , BCE in this minibatch:  15.985086441040039
Batch :  126 / 261 , BCE in this minibatch:  6.04239559173584
Batch :  127 / 261 , BCE in this minibatch:  4.209786891937256
Batch :  128 / 261 , BCE in this minibatch:  6.827873229980469
Batch :  129 / 261 , BCE in this minibatch:  4.120081901550293
Batch :  130 / 261 , BCE in this minibatch:  14.536412239074707
Batch :  131 / 261 , BCE in this minibatch:  7.812295913696289
Batch :  132 / 261 , BCE in this minibatch:  7.283205986022949
Batch :  133 / 261 , BCE in this minibatch:  14.959954261779785
Batch :  134 / 261 , BCE in this minibatch:  7.968340873718262
Batch :  135 / 261 , BCE in this minibatch:  6.429895877838135
Batch :  136 / 261 , BCE in this minibatch:  4.939783096313477
Batch :  137 / 261 , BCE in this minibatch:  9.804741859436035
Batch :  138 / 261 , BCE in this minibatch:  8.240285873413086
Batch :  139 / 261 , BCE in this minibatch:  5.507714748382568
Batch :  140 / 261 , BCE in this minibatch:  4.683884620666504
Batch :  141 / 261 , BCE in this minibatch:  6.371174335479736
Batch :  142 / 261 , BCE in this minibatch:  7.502395153045654
Batch :  143 / 261 , BCE in this minibatch:  11.945938110351562
Batch :  144 / 261 , BCE in this minibatch:  8.103816032409668
Batch :  145 / 261 , BCE in this minibatch:  4.458261489868164
Batch :  146 / 261 , BCE in this minibatch:  7.218775272369385
Batch :  147 / 261 , BCE in this minibatch:  5.269337177276611
Batch :  148 / 261 , BCE in this minibatch:  5.622896194458008
Batch :  149 / 261 , BCE in this minibatch:  5.044856071472168
Batch :  150 / 261 , BCE in this minibatch:  4.982760906219482
Batch :  151 / 261 , BCE in this minibatch:  4.487554550170898
Batch :  152 / 261 , BCE in this minibatch:  7.059070110321045
Batch :  153 / 261 , BCE in this minibatch:  5.332580089569092
Batch :  154 / 261 , BCE in this minibatch:  3.6481411457061768
Batch :  155 / 261 , BCE in this minibatch:  3.376312732696533
Batch :  156 / 261 , BCE in this minibatch:  7.457297325134277
Batch :  157 / 261 , BCE in this minibatch:  5.968674659729004
Batch :  158 / 261 , BCE in this minibatch:  12.778982162475586
Batch :  159 / 261 , BCE in this minibatch:  6.24826717376709
Batch :  160 / 261 , BCE in this minibatch:  6.156468391418457
Batch :  161 / 261 , BCE in this minibatch:  8.592236518859863
Batch :  162 / 261 , BCE in this minibatch:  5.845236778259277
Batch :  163 / 261 , BCE in this minibatch:  6.520991325378418
Batch :  164 / 261 , BCE in this minibatch:  12.196538925170898
Batch :  165 / 261 , BCE in this minibatch:  6.316508769989014
Batch :  166 / 261 , BCE in this minibatch:  14.762737274169922
Batch :  167 / 261 , BCE in this minibatch:  9.15696907043457
Batch :  168 / 261 , BCE in this minibatch:  10.137184143066406
Batch :  169 / 261 , BCE in this minibatch:  11.76338005065918
Batch :  170 / 261 , BCE in this minibatch:  13.285747528076172
Batch :  171 / 261 , BCE in this minibatch:  32.03974914550781
Batch :  172 / 261 , BCE in this minibatch:  32.47134780883789
Batch :  173 / 261 , BCE in this minibatch:  11.66871452331543
Batch :  174 / 261 , BCE in this minibatch:  7.107715606689453
Batch :  175 / 261 , BCE in this minibatch:  6.235976696014404
Batch :  176 / 261 , BCE in this minibatch:  6.94954776763916
Batch :  177 / 261 , BCE in this minibatch:  7.041567325592041
Batch :  178 / 261 , BCE in this minibatch:  7.808100700378418
Batch :  179 / 261 , BCE in this minibatch:  7.198057651519775
Batch :  180 / 261 , BCE in this minibatch:  7.383401393890381
Batch :  181 / 261 , BCE in this minibatch:  7.185395240783691
Batch :  182 / 261 , BCE in this minibatch:  5.908761978149414
Batch :  183 / 261 , BCE in this minibatch:  6.929598808288574
Batch :  184 / 261 , BCE in this minibatch:  11.206883430480957
Batch :  185 / 261 , BCE in this minibatch:  6.114823341369629
Batch :  186 / 261 , BCE in this minibatch:  12.053221702575684
Batch :  187 / 261 , BCE in this minibatch:  5.605335235595703
Batch :  188 / 261 , BCE in this minibatch:  6.471451759338379
Batch :  189 / 261 , BCE in this minibatch:  5.711493015289307
Batch :  190 / 261 , BCE in this minibatch:  8.184656143188477
Batch :  191 / 261 , BCE in this minibatch:  11.017643928527832
Batch :  192 / 261 , BCE in this minibatch:  7.49484395980835
Batch :  193 / 261 , BCE in this minibatch:  7.973118305206299
Batch :  194 / 261 , BCE in this minibatch:  7.761382579803467
Batch :  195 / 261 , BCE in this minibatch:  4.796324253082275
Batch :  196 / 261 , BCE in this minibatch:  5.835761547088623
Batch :  197 / 261 , BCE in this minibatch:  5.750123977661133
Batch :  198 / 261 , BCE in this minibatch:  9.014248847961426
Batch :  199 / 261 , BCE in this minibatch:  6.606462001800537
Batch :  200 / 261 , BCE in this minibatch:  11.392935752868652
Batch :  201 / 261 , BCE in this minibatch:  9.277488708496094
Batch :  202 / 261 , BCE in this minibatch:  10.412806510925293
Batch :  203 / 261 , BCE in this minibatch:  7.981420993804932
Batch :  204 / 261 , BCE in this minibatch:  6.9579644203186035
Batch :  205 / 261 , BCE in this minibatch:  6.7364277839660645
Batch :  206 / 261 , BCE in this minibatch:  7.3832197189331055
Batch :  207 / 261 , BCE in this minibatch:  7.332931041717529
Batch :  208 / 261 , BCE in this minibatch:  5.815048694610596
Batch :  209 / 261 , BCE in this minibatch:  7.3276567459106445
Batch :  210 / 261 , BCE in this minibatch:  18.325428009033203
Batch :  211 / 261 , BCE in this minibatch:  21.436954498291016
Batch :  212 / 261 , BCE in this minibatch:  10.567468643188477
Batch :  213 / 261 , BCE in this minibatch:  16.95941734313965
Batch :  214 / 261 , BCE in this minibatch:  12.107644081115723
Batch :  215 / 261 , BCE in this minibatch:  4.453353404998779
Batch :  216 / 261 , BCE in this minibatch:  4.078106880187988
Batch :  217 / 261 , BCE in this minibatch:  4.160579681396484
Batch :  218 / 261 , BCE in this minibatch:  6.472780227661133
Batch :  219 / 261 , BCE in this minibatch:  6.687802791595459
Batch :  220 / 261 , BCE in this minibatch:  14.821243286132812
Batch :  221 / 261 , BCE in this minibatch:  8.615248680114746
Batch :  222 / 261 , BCE in this minibatch:  8.334053039550781
Batch :  223 / 261 , BCE in this minibatch:  5.314642906188965
Batch :  224 / 261 , BCE in this minibatch:  14.957484245300293
Batch :  225 / 261 , BCE in this minibatch:  25.94688606262207
Batch :  226 / 261 , BCE in this minibatch:  10.026772499084473
Batch :  227 / 261 , BCE in this minibatch:  5.988773345947266
Batch :  228 / 261 , BCE in this minibatch:  8.549165725708008
Batch :  229 / 261 , BCE in this minibatch:  7.7669878005981445
Batch :  230 / 261 , BCE in this minibatch:  7.572469711303711
Batch :  231 / 261 , BCE in this minibatch:  8.379498481750488
Batch :  232 / 261 , BCE in this minibatch:  7.864809513092041
Batch :  233 / 261 , BCE in this minibatch:  8.384286880493164
Batch :  234 / 261 , BCE in this minibatch:  6.423946857452393
Batch :  235 / 261 , BCE in this minibatch:  8.434152603149414
Batch :  236 / 261 , BCE in this minibatch:  7.008910179138184
Batch :  237 / 261 , BCE in this minibatch:  5.878944396972656
Batch :  238 / 261 , BCE in this minibatch:  7.287542343139648
Batch :  239 / 261 , BCE in this minibatch:  6.020811557769775
Batch :  240 / 261 , BCE in this minibatch:  7.346803665161133
Batch :  241 / 261 , BCE in this minibatch:  5.764309406280518
Batch :  242 / 261 , BCE in this minibatch:  5.210722923278809
Batch :  243 / 261 , BCE in this minibatch:  4.347640514373779
Batch :  244 / 261 , BCE in this minibatch:  5.406413555145264
Batch :  245 / 261 , BCE in this minibatch:  8.21571159362793
Batch :  246 / 261 , BCE in this minibatch:  6.7503342628479
Batch :  247 / 261 , BCE in this minibatch:  8.258347511291504
Batch :  248 / 261 , BCE in this minibatch:  5.696601390838623
Batch :  249 / 261 , BCE in this minibatch:  8.643712997436523
Batch :  250 / 261 , BCE in this minibatch:  6.251157283782959
Batch :  251 / 261 , BCE in this minibatch:  4.967713832855225
Batch :  252 / 261 , BCE in this minibatch:  11.008659362792969
Batch :  253 / 261 , BCE in this minibatch:  12.151359558105469
Batch :  254 / 261 , BCE in this minibatch:  12.779884338378906
Batch :  255 / 261 , BCE in this minibatch:  6.73541784286499
Batch :  256 / 261 , BCE in this minibatch:  9.720330238342285
Batch :  257 / 261 , BCE in this minibatch:  10.36532974243164
Batch :  258 / 261 , BCE in this minibatch:  7.949833869934082
Batch :  259 / 261 , BCE in this minibatch:  6.043606281280518
Batch :  260 / 261 , BCE in this minibatch:  4.806328773498535
Batch :  261 / 261 , BCE in this minibatch:  4.321432590484619
epoch: 50  train_loss: 7.254179442979367
Batch :  1 / 261 , BCE in this minibatch:  3.852219820022583
Batch :  2 / 261 , BCE in this minibatch:  4.7613911628723145
Batch :  3 / 261 , BCE in this minibatch:  4.730240821838379
Batch :  4 / 261 , BCE in this minibatch:  4.809695720672607
Batch :  5 / 261 , BCE in this minibatch:  5.300784111022949
Batch :  6 / 261 , BCE in this minibatch:  5.015805721282959
Batch :  7 / 261 , BCE in this minibatch:  5.449753284454346
Batch :  8 / 261 , BCE in this minibatch:  5.0261664390563965
Batch :  9 / 261 , BCE in this minibatch:  4.175250053405762
Batch :  10 / 261 , BCE in this minibatch:  4.821203231811523
Batch :  11 / 261 , BCE in this minibatch:  4.455811977386475
Batch :  12 / 261 , BCE in this minibatch:  4.580355167388916
Batch :  13 / 261 , BCE in this minibatch:  5.210873603820801
Batch :  14 / 261 , BCE in this minibatch:  5.228129863739014
Batch :  15 / 261 , BCE in this minibatch:  4.701038837432861
Batch :  16 / 261 , BCE in this minibatch:  5.027359962463379
Batch :  17 / 261 , BCE in this minibatch:  9.047574043273926
Batch :  18 / 261 , BCE in this minibatch:  4.939666271209717
Batch :  19 / 261 , BCE in this minibatch:  4.295963764190674
Batch :  20 / 261 , BCE in this minibatch:  4.3622517585754395
Batch :  21 / 261 , BCE in this minibatch:  4.245643138885498
Batch :  22 / 261 , BCE in this minibatch:  4.163146495819092
Batch :  23 / 261 , BCE in this minibatch:  3.9074699878692627
Batch :  24 / 261 , BCE in this minibatch:  5.241028308868408
Batch :  25 / 261 , BCE in this minibatch:  5.387128829956055
Batch :  26 / 261 , BCE in this minibatch:  4.893844127655029
Batch :  27 / 261 , BCE in this minibatch:  3.5555360317230225
Batch :  28 / 261 , BCE in this minibatch:  5.056274890899658
Batch :  29 / 261 , BCE in this minibatch:  4.169497489929199
Batch :  30 / 261 , BCE in this minibatch:  5.404247760772705
Batch :  31 / 261 , BCE in this minibatch:  4.119563579559326
Batch :  32 / 261 , BCE in this minibatch:  4.437313079833984
Batch :  33 / 261 , BCE in this minibatch:  4.245440483093262
Batch :  34 / 261 , BCE in this minibatch:  3.455242156982422
Batch :  35 / 261 , BCE in this minibatch:  6.761786460876465
Batch :  36 / 261 , BCE in this minibatch:  3.9202752113342285
Batch :  37 / 261 , BCE in this minibatch:  3.9738667011260986
Batch :  38 / 261 , BCE in this minibatch:  3.6880300045013428
Batch :  39 / 261 , BCE in this minibatch:  4.079747676849365
Batch :  40 / 261 , BCE in this minibatch:  5.324010372161865
Batch :  41 / 261 , BCE in this minibatch:  4.602015972137451
Batch :  42 / 261 , BCE in this minibatch:  6.285799026489258
Batch :  43 / 261 , BCE in this minibatch:  3.936159372329712
Batch :  44 / 261 , BCE in this minibatch:  5.575490951538086
Batch :  45 / 261 , BCE in this minibatch:  4.06374454498291
Batch :  46 / 261 , BCE in this minibatch:  5.080662727355957
Batch :  47 / 261 , BCE in this minibatch:  8.396282196044922
Batch :  48 / 261 , BCE in this minibatch:  4.977189540863037
Batch :  49 / 261 , BCE in this minibatch:  4.6253252029418945
Batch :  50 / 261 , BCE in this minibatch:  8.85816478729248
Batch :  51 / 261 , BCE in this minibatch:  5.016147613525391
Batch :  52 / 261 , BCE in this minibatch:  4.946261882781982
Batch :  53 / 261 , BCE in this minibatch:  4.606357097625732
Batch :  54 / 261 , BCE in this minibatch:  6.975154876708984
Batch :  55 / 261 , BCE in this minibatch:  5.923125267028809
Batch :  56 / 261 , BCE in this minibatch:  5.940549850463867
Batch :  57 / 261 , BCE in this minibatch:  4.500084400177002
Batch :  58 / 261 , BCE in this minibatch:  8.580886840820312
Batch :  59 / 261 , BCE in this minibatch:  4.870953559875488
Batch :  60 / 261 , BCE in this minibatch:  5.515957832336426
Batch :  61 / 261 , BCE in this minibatch:  4.800782680511475
Batch :  62 / 261 , BCE in this minibatch:  4.203058242797852
Batch :  63 / 261 , BCE in this minibatch:  4.0675249099731445
Batch :  64 / 261 , BCE in this minibatch:  3.7022805213928223
Batch :  65 / 261 , BCE in this minibatch:  5.391327857971191
Batch :  66 / 261 , BCE in this minibatch:  5.475234508514404
Batch :  67 / 261 , BCE in this minibatch:  7.3270463943481445
Batch :  68 / 261 , BCE in this minibatch:  4.542474269866943
Batch :  69 / 261 , BCE in this minibatch:  6.4249138832092285
Batch :  70 / 261 , BCE in this minibatch:  14.970709800720215
Batch :  71 / 261 , BCE in this minibatch:  5.280542373657227
Batch :  72 / 261 , BCE in this minibatch:  5.086376190185547
Batch :  73 / 261 , BCE in this minibatch:  13.829627990722656
Batch :  74 / 261 , BCE in this minibatch:  14.103984832763672
Batch :  75 / 261 , BCE in this minibatch:  5.499885559082031
Batch :  76 / 261 , BCE in this minibatch:  5.071704864501953
Batch :  77 / 261 , BCE in this minibatch:  6.170248508453369
Batch :  78 / 261 , BCE in this minibatch:  6.6803202629089355
Batch :  79 / 261 , BCE in this minibatch:  4.545050621032715
Batch :  80 / 261 , BCE in this minibatch:  7.647032737731934
Batch :  81 / 261 , BCE in this minibatch:  6.102194786071777
Batch :  82 / 261 , BCE in this minibatch:  4.620070457458496
Batch :  83 / 261 , BCE in this minibatch:  9.313005447387695
Batch :  84 / 261 , BCE in this minibatch:  5.367067813873291
Batch :  85 / 261 , BCE in this minibatch:  5.997351169586182
Batch :  86 / 261 , BCE in this minibatch:  7.356616020202637
Batch :  87 / 261 , BCE in this minibatch:  5.1616926193237305
Batch :  88 / 261 , BCE in this minibatch:  6.116847515106201
Batch :  89 / 261 , BCE in this minibatch:  4.847464561462402
Batch :  90 / 261 , BCE in this minibatch:  5.3058881759643555
Batch :  91 / 261 , BCE in this minibatch:  4.118607997894287
Batch :  92 / 261 , BCE in this minibatch:  5.708756923675537
Batch :  93 / 261 , BCE in this minibatch:  8.15103530883789
Batch :  94 / 261 , BCE in this minibatch:  11.769132614135742
Batch :  95 / 261 , BCE in this minibatch:  8.570713996887207
Batch :  96 / 261 , BCE in this minibatch:  7.528564453125
Batch :  97 / 261 , BCE in this minibatch:  9.66621208190918
Batch :  98 / 261 , BCE in this minibatch:  5.543449878692627
Batch :  99 / 261 , BCE in this minibatch:  7.0784077644348145
Batch :  100 / 261 , BCE in this minibatch:  11.777193069458008
Batch :  101 / 261 , BCE in this minibatch:  5.11762809753418
Batch :  102 / 261 , BCE in this minibatch:  4.8156633377075195
Batch :  103 / 261 , BCE in this minibatch:  6.556221961975098
Batch :  104 / 261 , BCE in this minibatch:  5.172879695892334
Batch :  105 / 261 , BCE in this minibatch:  9.0375394821167
Batch :  106 / 261 , BCE in this minibatch:  5.734227657318115
Batch :  107 / 261 , BCE in this minibatch:  5.819766521453857
Batch :  108 / 261 , BCE in this minibatch:  4.242331504821777
Batch :  109 / 261 , BCE in this minibatch:  6.116885662078857
Batch :  110 / 261 , BCE in this minibatch:  9.554054260253906
Batch :  111 / 261 , BCE in this minibatch:  5.5237860679626465
Batch :  112 / 261 , BCE in this minibatch:  7.312741279602051
Batch :  113 / 261 , BCE in this minibatch:  7.668274402618408
Batch :  114 / 261 , BCE in this minibatch:  7.219452857971191
Batch :  115 / 261 , BCE in this minibatch:  7.372084140777588
Batch :  116 / 261 , BCE in this minibatch:  5.849412441253662
Batch :  117 / 261 , BCE in this minibatch:  7.921665668487549
Batch :  118 / 261 , BCE in this minibatch:  7.658989906311035
Batch :  119 / 261 , BCE in this minibatch:  6.935337066650391
Batch :  120 / 261 , BCE in this minibatch:  7.340612888336182
Batch :  121 / 261 , BCE in this minibatch:  5.130674839019775
Batch :  122 / 261 , BCE in this minibatch:  7.183511257171631
Batch :  123 / 261 , BCE in this minibatch:  7.044478893280029
Batch :  124 / 261 , BCE in this minibatch:  4.198384761810303
Batch :  125 / 261 , BCE in this minibatch:  15.915661811828613
Batch :  126 / 261 , BCE in this minibatch:  6.0485100746154785
Batch :  127 / 261 , BCE in this minibatch:  4.202709197998047
Batch :  128 / 261 , BCE in this minibatch:  6.783415794372559
Batch :  129 / 261 , BCE in this minibatch:  4.080538749694824
Batch :  130 / 261 , BCE in this minibatch:  14.522088050842285
Batch :  131 / 261 , BCE in this minibatch:  7.691952228546143
Batch :  132 / 261 , BCE in this minibatch:  7.317143440246582
Batch :  133 / 261 , BCE in this minibatch:  14.912412643432617
Batch :  134 / 261 , BCE in this minibatch:  7.937710762023926
Batch :  135 / 261 , BCE in this minibatch:  6.35506010055542
Batch :  136 / 261 , BCE in this minibatch:  4.922741889953613
Batch :  137 / 261 , BCE in this minibatch:  9.726869583129883
Batch :  138 / 261 , BCE in this minibatch:  8.21741771697998
Batch :  139 / 261 , BCE in this minibatch:  5.4532928466796875
Batch :  140 / 261 , BCE in this minibatch:  4.639281272888184
Batch :  141 / 261 , BCE in this minibatch:  6.337347507476807
Batch :  142 / 261 , BCE in this minibatch:  7.424768924713135
Batch :  143 / 261 , BCE in this minibatch:  11.815071105957031
Batch :  144 / 261 , BCE in this minibatch:  8.108388900756836
Batch :  145 / 261 , BCE in this minibatch:  4.443410873413086
Batch :  146 / 261 , BCE in this minibatch:  7.1934123039245605
Batch :  147 / 261 , BCE in this minibatch:  5.288116931915283
Batch :  148 / 261 , BCE in this minibatch:  5.57561731338501
Batch :  149 / 261 , BCE in this minibatch:  5.053416728973389
Batch :  150 / 261 , BCE in this minibatch:  4.9345784187316895
Batch :  151 / 261 , BCE in this minibatch:  4.445799350738525
Batch :  152 / 261 , BCE in this minibatch:  7.0318779945373535
Batch :  153 / 261 , BCE in this minibatch:  5.311833381652832
Batch :  154 / 261 , BCE in this minibatch:  3.6663193702697754
Batch :  155 / 261 , BCE in this minibatch:  3.3382906913757324
Batch :  156 / 261 , BCE in this minibatch:  7.464484214782715
Batch :  157 / 261 , BCE in this minibatch:  5.975061893463135
Batch :  158 / 261 , BCE in this minibatch:  12.822846412658691
Batch :  159 / 261 , BCE in this minibatch:  6.265690326690674
Batch :  160 / 261 , BCE in this minibatch:  6.155212879180908
Batch :  161 / 261 , BCE in this minibatch:  8.614267349243164
Batch :  162 / 261 , BCE in this minibatch:  5.845284461975098
Batch :  163 / 261 , BCE in this minibatch:  6.486319541931152
Batch :  164 / 261 , BCE in this minibatch:  12.070441246032715
Batch :  165 / 261 , BCE in this minibatch:  6.284750938415527
Batch :  166 / 261 , BCE in this minibatch:  14.723082542419434
Batch :  167 / 261 , BCE in this minibatch:  9.105566024780273
Batch :  168 / 261 , BCE in this minibatch:  10.129813194274902
Batch :  169 / 261 , BCE in this minibatch:  11.647388458251953
Batch :  170 / 261 , BCE in this minibatch:  13.207793235778809
Batch :  171 / 261 , BCE in this minibatch:  31.77743148803711
Batch :  172 / 261 , BCE in this minibatch:  32.60266876220703
Batch :  173 / 261 , BCE in this minibatch:  11.604084968566895
Batch :  174 / 261 , BCE in this minibatch:  7.142524242401123
Batch :  175 / 261 , BCE in this minibatch:  6.109024524688721
Batch :  176 / 261 , BCE in this minibatch:  6.980244159698486
Batch :  177 / 261 , BCE in this minibatch:  7.035985946655273
Batch :  178 / 261 , BCE in this minibatch:  7.68839168548584
Batch :  179 / 261 , BCE in this minibatch:  7.1797356605529785
Batch :  180 / 261 , BCE in this minibatch:  7.40017032623291
Batch :  181 / 261 , BCE in this minibatch:  7.166714191436768
Batch :  182 / 261 , BCE in this minibatch:  5.794602394104004
Batch :  183 / 261 , BCE in this minibatch:  6.8848347663879395
Batch :  184 / 261 , BCE in this minibatch:  11.13364315032959
Batch :  185 / 261 , BCE in this minibatch:  6.086702346801758
Batch :  186 / 261 , BCE in this minibatch:  11.958962440490723
Batch :  187 / 261 , BCE in this minibatch:  5.5859198570251465
Batch :  188 / 261 , BCE in this minibatch:  6.45411491394043
Batch :  189 / 261 , BCE in this minibatch:  5.696499824523926
Batch :  190 / 261 , BCE in this minibatch:  8.116872787475586
Batch :  191 / 261 , BCE in this minibatch:  10.957947731018066
Batch :  192 / 261 , BCE in this minibatch:  7.447064399719238
Batch :  193 / 261 , BCE in this minibatch:  7.938263893127441
Batch :  194 / 261 , BCE in this minibatch:  7.66547966003418
Batch :  195 / 261 , BCE in this minibatch:  4.758635520935059
Batch :  196 / 261 , BCE in this minibatch:  5.753630638122559
Batch :  197 / 261 , BCE in this minibatch:  5.694068908691406
Batch :  198 / 261 , BCE in this minibatch:  8.957487106323242
Batch :  199 / 261 , BCE in this minibatch:  6.569008827209473
Batch :  200 / 261 , BCE in this minibatch:  11.43130874633789
Batch :  201 / 261 , BCE in this minibatch:  9.262941360473633
Batch :  202 / 261 , BCE in this minibatch:  10.400157928466797
Batch :  203 / 261 , BCE in this minibatch:  7.943954944610596
Batch :  204 / 261 , BCE in this minibatch:  6.983525276184082
Batch :  205 / 261 , BCE in this minibatch:  6.664079189300537
Batch :  206 / 261 , BCE in this minibatch:  7.315369129180908
Batch :  207 / 261 , BCE in this minibatch:  7.249428749084473
Batch :  208 / 261 , BCE in this minibatch:  5.770055294036865
Batch :  209 / 261 , BCE in this minibatch:  7.271424770355225
Batch :  210 / 261 , BCE in this minibatch:  18.297800064086914
Batch :  211 / 261 , BCE in this minibatch:  21.416440963745117
Batch :  212 / 261 , BCE in this minibatch:  10.609423637390137
Batch :  213 / 261 , BCE in this minibatch:  16.887840270996094
Batch :  214 / 261 , BCE in this minibatch:  12.097991943359375
Batch :  215 / 261 , BCE in this minibatch:  4.4847307205200195
Batch :  216 / 261 , BCE in this minibatch:  4.031593322753906
Batch :  217 / 261 , BCE in this minibatch:  4.136187553405762
Batch :  218 / 261 , BCE in this minibatch:  6.468545913696289
Batch :  219 / 261 , BCE in this minibatch:  6.688305854797363
Batch :  220 / 261 , BCE in this minibatch:  14.759861946105957
Batch :  221 / 261 , BCE in this minibatch:  8.561267852783203
Batch :  222 / 261 , BCE in this minibatch:  8.259716987609863
Batch :  223 / 261 , BCE in this minibatch:  5.396326541900635
Batch :  224 / 261 , BCE in this minibatch:  14.898582458496094
Batch :  225 / 261 , BCE in this minibatch:  25.735763549804688
Batch :  226 / 261 , BCE in this minibatch:  10.00244426727295
Batch :  227 / 261 , BCE in this minibatch:  6.054080486297607
Batch :  228 / 261 , BCE in this minibatch:  8.52425765991211
Batch :  229 / 261 , BCE in this minibatch:  7.706998825073242
Batch :  230 / 261 , BCE in this minibatch:  7.520643711090088
Batch :  231 / 261 , BCE in this minibatch:  8.356740951538086
Batch :  232 / 261 , BCE in this minibatch:  7.810132026672363
Batch :  233 / 261 , BCE in this minibatch:  8.376255989074707
Batch :  234 / 261 , BCE in this minibatch:  6.468175411224365
Batch :  235 / 261 , BCE in this minibatch:  8.492773056030273
Batch :  236 / 261 , BCE in this minibatch:  6.948898792266846
Batch :  237 / 261 , BCE in this minibatch:  5.865316867828369
Batch :  238 / 261 , BCE in this minibatch:  7.292940616607666
Batch :  239 / 261 , BCE in this minibatch:  6.036098003387451
Batch :  240 / 261 , BCE in this minibatch:  7.345582008361816
Batch :  241 / 261 , BCE in this minibatch:  5.787881851196289
Batch :  242 / 261 , BCE in this minibatch:  5.147167682647705
Batch :  243 / 261 , BCE in this minibatch:  4.297036170959473
Batch :  244 / 261 , BCE in this minibatch:  5.460975170135498
Batch :  245 / 261 , BCE in this minibatch:  8.149313926696777
Batch :  246 / 261 , BCE in this minibatch:  6.728734016418457
Batch :  247 / 261 , BCE in this minibatch:  8.249567985534668
Batch :  248 / 261 , BCE in this minibatch:  5.651802062988281
Batch :  249 / 261 , BCE in this minibatch:  8.644943237304688
Batch :  250 / 261 , BCE in this minibatch:  6.230986595153809
Batch :  251 / 261 , BCE in this minibatch:  4.977720737457275
Batch :  252 / 261 , BCE in this minibatch:  10.997274398803711
Batch :  253 / 261 , BCE in this minibatch:  12.087061882019043
Batch :  254 / 261 , BCE in this minibatch:  12.653767585754395
Batch :  255 / 261 , BCE in this minibatch:  6.7725653648376465
Batch :  256 / 261 , BCE in this minibatch:  9.720259666442871
Batch :  257 / 261 , BCE in this minibatch:  10.254616737365723
Batch :  258 / 261 , BCE in this minibatch:  7.910689353942871
Batch :  259 / 261 , BCE in this minibatch:  5.99186897277832
Batch :  260 / 261 , BCE in this minibatch:  4.809122562408447
Batch :  261 / 261 , BCE in this minibatch:  4.236567497253418
epoch: 51  train_loss: 7.228971674981245
Batch :  1 / 261 , BCE in this minibatch:  3.834324598312378
Batch :  2 / 261 , BCE in this minibatch:  4.74760103225708
Batch :  3 / 261 , BCE in this minibatch:  4.755224704742432
Batch :  4 / 261 , BCE in this minibatch:  4.800510406494141
Batch :  5 / 261 , BCE in this minibatch:  5.263335704803467
Batch :  6 / 261 , BCE in this minibatch:  4.99473762512207
Batch :  7 / 261 , BCE in this minibatch:  5.40828800201416
Batch :  8 / 261 , BCE in this minibatch:  5.005246639251709
Batch :  9 / 261 , BCE in this minibatch:  4.165553092956543
Batch :  10 / 261 , BCE in this minibatch:  4.808987617492676
Batch :  11 / 261 , BCE in this minibatch:  4.4636759757995605
Batch :  12 / 261 , BCE in this minibatch:  4.567425727844238
Batch :  13 / 261 , BCE in this minibatch:  5.233841896057129
Batch :  14 / 261 , BCE in this minibatch:  5.219002723693848
Batch :  15 / 261 , BCE in this minibatch:  4.689809799194336
Batch :  16 / 261 , BCE in this minibatch:  5.081514835357666
Batch :  17 / 261 , BCE in this minibatch:  8.965946197509766
Batch :  18 / 261 , BCE in this minibatch:  4.924009799957275
Batch :  19 / 261 , BCE in this minibatch:  4.248989105224609
Batch :  20 / 261 , BCE in this minibatch:  4.332977771759033
Batch :  21 / 261 , BCE in this minibatch:  4.231337070465088
Batch :  22 / 261 , BCE in this minibatch:  4.114898204803467
Batch :  23 / 261 , BCE in this minibatch:  3.9073476791381836
Batch :  24 / 261 , BCE in this minibatch:  5.283114433288574
Batch :  25 / 261 , BCE in this minibatch:  5.3791823387146
Batch :  26 / 261 , BCE in this minibatch:  4.9558491706848145
Batch :  27 / 261 , BCE in this minibatch:  3.528153896331787
Batch :  28 / 261 , BCE in this minibatch:  5.050752639770508
Batch :  29 / 261 , BCE in this minibatch:  4.1858954429626465
Batch :  30 / 261 , BCE in this minibatch:  5.340869903564453
Batch :  31 / 261 , BCE in this minibatch:  4.12964391708374
Batch :  32 / 261 , BCE in this minibatch:  4.434070110321045
Batch :  33 / 261 , BCE in this minibatch:  4.244863510131836
Batch :  34 / 261 , BCE in this minibatch:  3.474036693572998
Batch :  35 / 261 , BCE in this minibatch:  6.7127861976623535
Batch :  36 / 261 , BCE in this minibatch:  3.9006354808807373
Batch :  37 / 261 , BCE in this minibatch:  3.993173837661743
Batch :  38 / 261 , BCE in this minibatch:  3.6791021823883057
Batch :  39 / 261 , BCE in this minibatch:  4.056330680847168
Batch :  40 / 261 , BCE in this minibatch:  5.349959850311279
Batch :  41 / 261 , BCE in this minibatch:  4.631721019744873
Batch :  42 / 261 , BCE in this minibatch:  6.3000383377075195
Batch :  43 / 261 , BCE in this minibatch:  3.9431841373443604
Batch :  44 / 261 , BCE in this minibatch:  5.564854621887207
Batch :  45 / 261 , BCE in this minibatch:  4.038131237030029
Batch :  46 / 261 , BCE in this minibatch:  5.05539608001709
Batch :  47 / 261 , BCE in this minibatch:  8.384695053100586
Batch :  48 / 261 , BCE in this minibatch:  4.987588405609131
Batch :  49 / 261 , BCE in this minibatch:  4.631384372711182
Batch :  50 / 261 , BCE in this minibatch:  8.839284896850586
Batch :  51 / 261 , BCE in this minibatch:  5.003376007080078
Batch :  52 / 261 , BCE in this minibatch:  4.96120548248291
Batch :  53 / 261 , BCE in this minibatch:  4.573826313018799
Batch :  54 / 261 , BCE in this minibatch:  7.004642486572266
Batch :  55 / 261 , BCE in this minibatch:  5.928922653198242
Batch :  56 / 261 , BCE in this minibatch:  5.958697319030762
Batch :  57 / 261 , BCE in this minibatch:  4.489371299743652
Batch :  58 / 261 , BCE in this minibatch:  8.621255874633789
Batch :  59 / 261 , BCE in this minibatch:  4.917201042175293
Batch :  60 / 261 , BCE in this minibatch:  5.521737098693848
Batch :  61 / 261 , BCE in this minibatch:  4.7954559326171875
Batch :  62 / 261 , BCE in this minibatch:  4.206258773803711
Batch :  63 / 261 , BCE in this minibatch:  4.08897590637207
Batch :  64 / 261 , BCE in this minibatch:  3.68619966506958
Batch :  65 / 261 , BCE in this minibatch:  5.3463287353515625
Batch :  66 / 261 , BCE in this minibatch:  5.377009391784668
Batch :  67 / 261 , BCE in this minibatch:  7.3102898597717285
Batch :  68 / 261 , BCE in this minibatch:  4.487408638000488
Batch :  69 / 261 , BCE in this minibatch:  6.450088024139404
Batch :  70 / 261 , BCE in this minibatch:  14.94479751586914
Batch :  71 / 261 , BCE in this minibatch:  5.3236870765686035
Batch :  72 / 261 , BCE in this minibatch:  5.0699639320373535
Batch :  73 / 261 , BCE in this minibatch:  13.822220802307129
Batch :  74 / 261 , BCE in this minibatch:  14.031572341918945
Batch :  75 / 261 , BCE in this minibatch:  5.434726715087891
Batch :  76 / 261 , BCE in this minibatch:  5.136788845062256
Batch :  77 / 261 , BCE in this minibatch:  6.172077178955078
Batch :  78 / 261 , BCE in this minibatch:  6.637216091156006
Batch :  79 / 261 , BCE in this minibatch:  4.585677146911621
Batch :  80 / 261 , BCE in this minibatch:  7.616796493530273
Batch :  81 / 261 , BCE in this minibatch:  6.108288288116455
Batch :  82 / 261 , BCE in this minibatch:  4.622921466827393
Batch :  83 / 261 , BCE in this minibatch:  9.321434020996094
Batch :  84 / 261 , BCE in this minibatch:  5.39645528793335
Batch :  85 / 261 , BCE in this minibatch:  5.9831390380859375
Batch :  86 / 261 , BCE in this minibatch:  7.3452372550964355
Batch :  87 / 261 , BCE in this minibatch:  5.165102481842041
Batch :  88 / 261 , BCE in this minibatch:  6.079226970672607
Batch :  89 / 261 , BCE in this minibatch:  4.870110988616943
Batch :  90 / 261 , BCE in this minibatch:  5.265524387359619
Batch :  91 / 261 , BCE in this minibatch:  4.134593963623047
Batch :  92 / 261 , BCE in this minibatch:  5.621249198913574
Batch :  93 / 261 , BCE in this minibatch:  8.083930969238281
Batch :  94 / 261 , BCE in this minibatch:  11.847319602966309
Batch :  95 / 261 , BCE in this minibatch:  8.544309616088867
Batch :  96 / 261 , BCE in this minibatch:  7.516585826873779
Batch :  97 / 261 , BCE in this minibatch:  9.648158073425293
Batch :  98 / 261 , BCE in this minibatch:  5.453643321990967
Batch :  99 / 261 , BCE in this minibatch:  7.096611499786377
Batch :  100 / 261 , BCE in this minibatch:  11.756488800048828
Batch :  101 / 261 , BCE in this minibatch:  5.1348748207092285
Batch :  102 / 261 , BCE in this minibatch:  4.796638011932373
Batch :  103 / 261 , BCE in this minibatch:  6.5963873863220215
Batch :  104 / 261 , BCE in this minibatch:  5.228682518005371
Batch :  105 / 261 , BCE in this minibatch:  8.952383995056152
Batch :  106 / 261 , BCE in this minibatch:  5.6752400398254395
Batch :  107 / 261 , BCE in this minibatch:  5.871493339538574
Batch :  108 / 261 , BCE in this minibatch:  4.280245780944824
Batch :  109 / 261 , BCE in this minibatch:  6.0772271156311035
Batch :  110 / 261 , BCE in this minibatch:  9.515549659729004
Batch :  111 / 261 , BCE in this minibatch:  5.531746864318848
Batch :  112 / 261 , BCE in this minibatch:  7.274062633514404
Batch :  113 / 261 , BCE in this minibatch:  7.642708778381348
Batch :  114 / 261 , BCE in this minibatch:  7.2116923332214355
Batch :  115 / 261 , BCE in this minibatch:  7.381685256958008
Batch :  116 / 261 , BCE in this minibatch:  5.853921890258789
Batch :  117 / 261 , BCE in this minibatch:  7.897210597991943
Batch :  118 / 261 , BCE in this minibatch:  7.636551856994629
Batch :  119 / 261 , BCE in this minibatch:  6.853846549987793
Batch :  120 / 261 , BCE in this minibatch:  7.305912971496582
Batch :  121 / 261 , BCE in this minibatch:  5.098133563995361
Batch :  122 / 261 , BCE in this minibatch:  7.185160160064697
Batch :  123 / 261 , BCE in this minibatch:  7.016237258911133
Batch :  124 / 261 , BCE in this minibatch:  4.18894624710083
Batch :  125 / 261 , BCE in this minibatch:  15.894678115844727
Batch :  126 / 261 , BCE in this minibatch:  6.072375774383545
Batch :  127 / 261 , BCE in this minibatch:  4.161437034606934
Batch :  128 / 261 , BCE in this minibatch:  6.760787010192871
Batch :  129 / 261 , BCE in this minibatch:  4.074211120605469
Batch :  130 / 261 , BCE in this minibatch:  14.395451545715332
Batch :  131 / 261 , BCE in this minibatch:  7.668902397155762
Batch :  132 / 261 , BCE in this minibatch:  7.279158592224121
Batch :  133 / 261 , BCE in this minibatch:  14.882190704345703
Batch :  134 / 261 , BCE in this minibatch:  7.868486404418945
Batch :  135 / 261 , BCE in this minibatch:  6.397152900695801
Batch :  136 / 261 , BCE in this minibatch:  4.953611850738525
Batch :  137 / 261 , BCE in this minibatch:  9.730247497558594
Batch :  138 / 261 , BCE in this minibatch:  8.196866035461426
Batch :  139 / 261 , BCE in this minibatch:  5.4597344398498535
Batch :  140 / 261 , BCE in this minibatch:  4.593801498413086
Batch :  141 / 261 , BCE in this minibatch:  6.317694187164307
Batch :  142 / 261 , BCE in this minibatch:  7.465510368347168
Batch :  143 / 261 , BCE in this minibatch:  11.844314575195312
Batch :  144 / 261 , BCE in this minibatch:  8.113353729248047
Batch :  145 / 261 , BCE in this minibatch:  4.525450229644775
Batch :  146 / 261 , BCE in this minibatch:  7.181576251983643
Batch :  147 / 261 , BCE in this minibatch:  5.246569633483887
Batch :  148 / 261 , BCE in this minibatch:  5.548432350158691
Batch :  149 / 261 , BCE in this minibatch:  5.015173435211182
Batch :  150 / 261 , BCE in this minibatch:  4.942816257476807
Batch :  151 / 261 , BCE in this minibatch:  4.462854385375977
Batch :  152 / 261 , BCE in this minibatch:  7.002762317657471
Batch :  153 / 261 , BCE in this minibatch:  5.281092643737793
Batch :  154 / 261 , BCE in this minibatch:  3.627553939819336
Batch :  155 / 261 , BCE in this minibatch:  3.3157684803009033
Batch :  156 / 261 , BCE in this minibatch:  7.3802714347839355
Batch :  157 / 261 , BCE in this minibatch:  5.961328029632568
Batch :  158 / 261 , BCE in this minibatch:  12.748292922973633
Batch :  159 / 261 , BCE in this minibatch:  6.210212230682373
Batch :  160 / 261 , BCE in this minibatch:  6.135889530181885
Batch :  161 / 261 , BCE in this minibatch:  8.564350128173828
Batch :  162 / 261 , BCE in this minibatch:  5.805172443389893
Batch :  163 / 261 , BCE in this minibatch:  6.504992961883545
Batch :  164 / 261 , BCE in this minibatch:  12.05799388885498
Batch :  165 / 261 , BCE in this minibatch:  6.265116214752197
Batch :  166 / 261 , BCE in this minibatch:  14.61368179321289
Batch :  167 / 261 , BCE in this minibatch:  9.136420249938965
Batch :  168 / 261 , BCE in this minibatch:  10.08887004852295
Batch :  169 / 261 , BCE in this minibatch:  11.636383056640625
Batch :  170 / 261 , BCE in this minibatch:  13.168219566345215
Batch :  171 / 261 , BCE in this minibatch:  31.700307846069336
Batch :  172 / 261 , BCE in this minibatch:  32.37355422973633
Batch :  173 / 261 , BCE in this minibatch:  11.512901306152344
Batch :  174 / 261 , BCE in this minibatch:  7.1078972816467285
Batch :  175 / 261 , BCE in this minibatch:  6.1059651374816895
Batch :  176 / 261 , BCE in this minibatch:  6.982917785644531
Batch :  177 / 261 , BCE in this minibatch:  6.934139728546143
Batch :  178 / 261 , BCE in this minibatch:  7.678252220153809
Batch :  179 / 261 , BCE in this minibatch:  7.228081703186035
Batch :  180 / 261 , BCE in this minibatch:  7.4118523597717285
Batch :  181 / 261 , BCE in this minibatch:  7.043340682983398
Batch :  182 / 261 , BCE in this minibatch:  5.808694839477539
Batch :  183 / 261 , BCE in this minibatch:  6.966464519500732
Batch :  184 / 261 , BCE in this minibatch:  11.08975887298584
Batch :  185 / 261 , BCE in this minibatch:  6.1462321281433105
Batch :  186 / 261 , BCE in this minibatch:  11.92035961151123
Batch :  187 / 261 , BCE in this minibatch:  5.646300792694092
Batch :  188 / 261 , BCE in this minibatch:  6.413968563079834
Batch :  189 / 261 , BCE in this minibatch:  5.668033599853516
Batch :  190 / 261 , BCE in this minibatch:  8.090242385864258
Batch :  191 / 261 , BCE in this minibatch:  10.880972862243652
Batch :  192 / 261 , BCE in this minibatch:  7.488133430480957
Batch :  193 / 261 , BCE in this minibatch:  7.910840034484863
Batch :  194 / 261 , BCE in this minibatch:  7.686677932739258
Batch :  195 / 261 , BCE in this minibatch:  4.780874252319336
Batch :  196 / 261 , BCE in this minibatch:  5.751020431518555
Batch :  197 / 261 , BCE in this minibatch:  5.698828220367432
Batch :  198 / 261 , BCE in this minibatch:  8.873982429504395
Batch :  199 / 261 , BCE in this minibatch:  6.577116966247559
Batch :  200 / 261 , BCE in this minibatch:  11.44725513458252
Batch :  201 / 261 , BCE in this minibatch:  9.19506549835205
Batch :  202 / 261 , BCE in this minibatch:  10.383359909057617
Batch :  203 / 261 , BCE in this minibatch:  7.905828475952148
Batch :  204 / 261 , BCE in this minibatch:  6.963852882385254
Batch :  205 / 261 , BCE in this minibatch:  6.623691558837891
Batch :  206 / 261 , BCE in this minibatch:  7.3017473220825195
Batch :  207 / 261 , BCE in this minibatch:  7.307779312133789
Batch :  208 / 261 , BCE in this minibatch:  5.811611175537109
Batch :  209 / 261 , BCE in this minibatch:  7.290201187133789
Batch :  210 / 261 , BCE in this minibatch:  18.209701538085938
Batch :  211 / 261 , BCE in this minibatch:  21.325910568237305
Batch :  212 / 261 , BCE in this minibatch:  10.547985076904297
Batch :  213 / 261 , BCE in this minibatch:  16.837299346923828
Batch :  214 / 261 , BCE in this minibatch:  12.07856273651123
Batch :  215 / 261 , BCE in this minibatch:  4.441409111022949
Batch :  216 / 261 , BCE in this minibatch:  4.0010175704956055
Batch :  217 / 261 , BCE in this minibatch:  4.0912065505981445
Batch :  218 / 261 , BCE in this minibatch:  6.430279731750488
Batch :  219 / 261 , BCE in this minibatch:  6.604031562805176
Batch :  220 / 261 , BCE in this minibatch:  14.741778373718262
Batch :  221 / 261 , BCE in this minibatch:  8.502228736877441
Batch :  222 / 261 , BCE in this minibatch:  8.187692642211914
Batch :  223 / 261 , BCE in this minibatch:  5.321466445922852
Batch :  224 / 261 , BCE in this minibatch:  14.87550163269043
Batch :  225 / 261 , BCE in this minibatch:  25.704593658447266
Batch :  226 / 261 , BCE in this minibatch:  9.95511531829834
Batch :  227 / 261 , BCE in this minibatch:  5.973069667816162
Batch :  228 / 261 , BCE in this minibatch:  8.446566581726074
Batch :  229 / 261 , BCE in this minibatch:  7.719970703125
Batch :  230 / 261 , BCE in this minibatch:  7.511255741119385
Batch :  231 / 261 , BCE in this minibatch:  8.318727493286133
Batch :  232 / 261 , BCE in this minibatch:  7.7827324867248535
Batch :  233 / 261 , BCE in this minibatch:  8.398804664611816
Batch :  234 / 261 , BCE in this minibatch:  6.42102575302124
Batch :  235 / 261 , BCE in this minibatch:  8.41501235961914
Batch :  236 / 261 , BCE in this minibatch:  6.881340026855469
Batch :  237 / 261 , BCE in this minibatch:  5.8181867599487305
Batch :  238 / 261 , BCE in this minibatch:  7.227390289306641
Batch :  239 / 261 , BCE in this minibatch:  5.992579936981201
Batch :  240 / 261 , BCE in this minibatch:  7.318860054016113
Batch :  241 / 261 , BCE in this minibatch:  5.718477725982666
Batch :  242 / 261 , BCE in this minibatch:  5.1504130363464355
Batch :  243 / 261 , BCE in this minibatch:  4.310567855834961
Batch :  244 / 261 , BCE in this minibatch:  5.402022838592529
Batch :  245 / 261 , BCE in this minibatch:  8.137140274047852
Batch :  246 / 261 , BCE in this minibatch:  6.701272964477539
Batch :  247 / 261 , BCE in this minibatch:  8.229811668395996
Batch :  248 / 261 , BCE in this minibatch:  5.621692180633545
Batch :  249 / 261 , BCE in this minibatch:  8.664466857910156
Batch :  250 / 261 , BCE in this minibatch:  6.195657253265381
Batch :  251 / 261 , BCE in this minibatch:  4.975307464599609
Batch :  252 / 261 , BCE in this minibatch:  10.979500770568848
Batch :  253 / 261 , BCE in this minibatch:  12.029293060302734
Batch :  254 / 261 , BCE in this minibatch:  12.676002502441406
Batch :  255 / 261 , BCE in this minibatch:  6.739748477935791
Batch :  256 / 261 , BCE in this minibatch:  9.701099395751953
Batch :  257 / 261 , BCE in this minibatch:  10.252016067504883
Batch :  258 / 261 , BCE in this minibatch:  7.950494766235352
Batch :  259 / 261 , BCE in this minibatch:  5.9775166511535645
Batch :  260 / 261 , BCE in this minibatch:  4.7717061042785645
Batch :  261 / 261 , BCE in this minibatch:  4.272665977478027
epoch: 52  train_loss: 7.211545677477373
Batch :  1 / 261 , BCE in this minibatch:  3.8013854026794434
Batch :  2 / 261 , BCE in this minibatch:  4.754688262939453
Batch :  3 / 261 , BCE in this minibatch:  4.7279052734375
Batch :  4 / 261 , BCE in this minibatch:  4.791076183319092
Batch :  5 / 261 , BCE in this minibatch:  5.2240400314331055
Batch :  6 / 261 , BCE in this minibatch:  4.97861909866333
Batch :  7 / 261 , BCE in this minibatch:  5.417538166046143
Batch :  8 / 261 , BCE in this minibatch:  4.982794284820557
Batch :  9 / 261 , BCE in this minibatch:  4.192913055419922
Batch :  10 / 261 , BCE in this minibatch:  4.802062034606934
Batch :  11 / 261 , BCE in this minibatch:  4.41768217086792
Batch :  12 / 261 , BCE in this minibatch:  4.534243583679199
Batch :  13 / 261 , BCE in this minibatch:  5.26568603515625
Batch :  14 / 261 , BCE in this minibatch:  5.188581466674805
Batch :  15 / 261 , BCE in this minibatch:  4.683862209320068
Batch :  16 / 261 , BCE in this minibatch:  5.070030689239502
Batch :  17 / 261 , BCE in this minibatch:  8.925204277038574
Batch :  18 / 261 , BCE in this minibatch:  4.90526008605957
Batch :  19 / 261 , BCE in this minibatch:  4.292860507965088
Batch :  20 / 261 , BCE in this minibatch:  4.331364154815674
Batch :  21 / 261 , BCE in this minibatch:  4.225924491882324
Batch :  22 / 261 , BCE in this minibatch:  4.134477615356445
Batch :  23 / 261 , BCE in this minibatch:  3.892686605453491
Batch :  24 / 261 , BCE in this minibatch:  5.192823886871338
Batch :  25 / 261 , BCE in this minibatch:  5.37928581237793
Batch :  26 / 261 , BCE in this minibatch:  4.946695327758789
Batch :  27 / 261 , BCE in this minibatch:  3.5444653034210205
Batch :  28 / 261 , BCE in this minibatch:  5.025129795074463
Batch :  29 / 261 , BCE in this minibatch:  4.16849946975708
Batch :  30 / 261 , BCE in this minibatch:  5.39939022064209
Batch :  31 / 261 , BCE in this minibatch:  4.114299774169922
Batch :  32 / 261 , BCE in this minibatch:  4.388959884643555
Batch :  33 / 261 , BCE in this minibatch:  4.207298278808594
Batch :  34 / 261 , BCE in this minibatch:  3.4896483421325684
Batch :  35 / 261 , BCE in this minibatch:  6.779689788818359
Batch :  36 / 261 , BCE in this minibatch:  3.8393712043762207
Batch :  37 / 261 , BCE in this minibatch:  3.97582745552063
Batch :  38 / 261 , BCE in this minibatch:  3.6398890018463135
Batch :  39 / 261 , BCE in this minibatch:  4.058829307556152
Batch :  40 / 261 , BCE in this minibatch:  5.307840824127197
Batch :  41 / 261 , BCE in this minibatch:  4.611076354980469
Batch :  42 / 261 , BCE in this minibatch:  6.283810615539551
Batch :  43 / 261 , BCE in this minibatch:  3.9341914653778076
Batch :  44 / 261 , BCE in this minibatch:  5.586971282958984
Batch :  45 / 261 , BCE in this minibatch:  4.001490116119385
Batch :  46 / 261 , BCE in this minibatch:  5.001839637756348
Batch :  47 / 261 , BCE in this minibatch:  8.410063743591309
Batch :  48 / 261 , BCE in this minibatch:  4.956444263458252
Batch :  49 / 261 , BCE in this minibatch:  4.628810405731201
Batch :  50 / 261 , BCE in this minibatch:  8.821372985839844
Batch :  51 / 261 , BCE in this minibatch:  5.018242359161377
Batch :  52 / 261 , BCE in this minibatch:  4.903674125671387
Batch :  53 / 261 , BCE in this minibatch:  4.5916056632995605
Batch :  54 / 261 , BCE in this minibatch:  6.919650077819824
Batch :  55 / 261 , BCE in this minibatch:  5.907953262329102
Batch :  56 / 261 , BCE in this minibatch:  5.938113689422607
Batch :  57 / 261 , BCE in this minibatch:  4.500992298126221
Batch :  58 / 261 , BCE in this minibatch:  8.669921875
Batch :  59 / 261 , BCE in this minibatch:  4.949925899505615
Batch :  60 / 261 , BCE in this minibatch:  5.508243560791016
Batch :  61 / 261 , BCE in this minibatch:  4.795052528381348
Batch :  62 / 261 , BCE in this minibatch:  4.21456241607666
Batch :  63 / 261 , BCE in this minibatch:  4.092106819152832
Batch :  64 / 261 , BCE in this minibatch:  3.6829679012298584
Batch :  65 / 261 , BCE in this minibatch:  5.346899032592773
Batch :  66 / 261 , BCE in this minibatch:  5.3853983879089355
Batch :  67 / 261 , BCE in this minibatch:  7.2856221199035645
Batch :  68 / 261 , BCE in this minibatch:  4.529966831207275
Batch :  69 / 261 , BCE in this minibatch:  6.468489170074463
Batch :  70 / 261 , BCE in this minibatch:  14.842087745666504
Batch :  71 / 261 , BCE in this minibatch:  5.263808250427246
Batch :  72 / 261 , BCE in this minibatch:  5.056079387664795
Batch :  73 / 261 , BCE in this minibatch:  13.784040451049805
Batch :  74 / 261 , BCE in this minibatch:  13.911269187927246
Batch :  75 / 261 , BCE in this minibatch:  5.418323993682861
Batch :  76 / 261 , BCE in this minibatch:  5.117335796356201
Batch :  77 / 261 , BCE in this minibatch:  6.125178813934326
Batch :  78 / 261 , BCE in this minibatch:  6.662962436676025
Batch :  79 / 261 , BCE in this minibatch:  4.530999660491943
Batch :  80 / 261 , BCE in this minibatch:  7.574690341949463
Batch :  81 / 261 , BCE in this minibatch:  6.125162124633789
Batch :  82 / 261 , BCE in this minibatch:  4.606592178344727
Batch :  83 / 261 , BCE in this minibatch:  9.284404754638672
Batch :  84 / 261 , BCE in this minibatch:  5.338167667388916
Batch :  85 / 261 , BCE in this minibatch:  5.998485565185547
Batch :  86 / 261 , BCE in this minibatch:  7.370051860809326
Batch :  87 / 261 , BCE in this minibatch:  5.157580375671387
Batch :  88 / 261 , BCE in this minibatch:  6.028950214385986
Batch :  89 / 261 , BCE in this minibatch:  4.930844306945801
Batch :  90 / 261 , BCE in this minibatch:  5.2856526374816895
Batch :  91 / 261 , BCE in this minibatch:  4.108703136444092
Batch :  92 / 261 , BCE in this minibatch:  5.6265692710876465
Batch :  93 / 261 , BCE in this minibatch:  7.982913494110107
Batch :  94 / 261 , BCE in this minibatch:  11.75267505645752
Batch :  95 / 261 , BCE in this minibatch:  8.509714126586914
Batch :  96 / 261 , BCE in this minibatch:  7.525254726409912
Batch :  97 / 261 , BCE in this minibatch:  9.584207534790039
Batch :  98 / 261 , BCE in this minibatch:  5.441417217254639
Batch :  99 / 261 , BCE in this minibatch:  7.021968841552734
Batch :  100 / 261 , BCE in this minibatch:  11.767768859863281
Batch :  101 / 261 , BCE in this minibatch:  5.131335735321045
Batch :  102 / 261 , BCE in this minibatch:  4.781730651855469
Batch :  103 / 261 , BCE in this minibatch:  6.598271369934082
Batch :  104 / 261 , BCE in this minibatch:  5.18649435043335
Batch :  105 / 261 , BCE in this minibatch:  9.016818046569824
Batch :  106 / 261 , BCE in this minibatch:  5.6897172927856445
Batch :  107 / 261 , BCE in this minibatch:  5.84123420715332
Batch :  108 / 261 , BCE in this minibatch:  4.249608993530273
Batch :  109 / 261 , BCE in this minibatch:  6.084319114685059
Batch :  110 / 261 , BCE in this minibatch:  9.52527904510498
Batch :  111 / 261 , BCE in this minibatch:  5.558696269989014
Batch :  112 / 261 , BCE in this minibatch:  7.245033264160156
Batch :  113 / 261 , BCE in this minibatch:  7.632657051086426
Batch :  114 / 261 , BCE in this minibatch:  7.191016674041748
Batch :  115 / 261 , BCE in this minibatch:  7.342353820800781
Batch :  116 / 261 , BCE in this minibatch:  5.9013800621032715
Batch :  117 / 261 , BCE in this minibatch:  7.878293991088867
Batch :  118 / 261 , BCE in this minibatch:  7.669943332672119
Batch :  119 / 261 , BCE in this minibatch:  6.8892998695373535
Batch :  120 / 261 , BCE in this minibatch:  7.279318809509277
Batch :  121 / 261 , BCE in this minibatch:  5.108989238739014
Batch :  122 / 261 , BCE in this minibatch:  7.146635055541992
Batch :  123 / 261 , BCE in this minibatch:  7.0160088539123535
Batch :  124 / 261 , BCE in this minibatch:  4.212547779083252
Batch :  125 / 261 , BCE in this minibatch:  15.852237701416016
Batch :  126 / 261 , BCE in this minibatch:  6.03732442855835
Batch :  127 / 261 , BCE in this minibatch:  4.149580955505371
Batch :  128 / 261 , BCE in this minibatch:  6.71421480178833
Batch :  129 / 261 , BCE in this minibatch:  4.029229640960693
Batch :  130 / 261 , BCE in this minibatch:  14.390606880187988
Batch :  131 / 261 , BCE in this minibatch:  7.701474666595459
Batch :  132 / 261 , BCE in this minibatch:  7.254348278045654
Batch :  133 / 261 , BCE in this minibatch:  14.744514465332031
Batch :  134 / 261 , BCE in this minibatch:  7.923584461212158
Batch :  135 / 261 , BCE in this minibatch:  6.40551233291626
Batch :  136 / 261 , BCE in this minibatch:  4.862758636474609
Batch :  137 / 261 , BCE in this minibatch:  9.746696472167969
Batch :  138 / 261 , BCE in this minibatch:  8.099750518798828
Batch :  139 / 261 , BCE in this minibatch:  5.385627269744873
Batch :  140 / 261 , BCE in this minibatch:  4.626121997833252
Batch :  141 / 261 , BCE in this minibatch:  6.317690849304199
Batch :  142 / 261 , BCE in this minibatch:  7.404848575592041
Batch :  143 / 261 , BCE in this minibatch:  11.761359214782715
Batch :  144 / 261 , BCE in this minibatch:  8.031970977783203
Batch :  145 / 261 , BCE in this minibatch:  4.476415157318115
Batch :  146 / 261 , BCE in this minibatch:  7.164793491363525
Batch :  147 / 261 , BCE in this minibatch:  5.210066318511963
Batch :  148 / 261 , BCE in this minibatch:  5.51631498336792
Batch :  149 / 261 , BCE in this minibatch:  4.995706558227539
Batch :  150 / 261 , BCE in this minibatch:  4.907917022705078
Batch :  151 / 261 , BCE in this minibatch:  4.496717929840088
Batch :  152 / 261 , BCE in this minibatch:  6.999967575073242
Batch :  153 / 261 , BCE in this minibatch:  5.295464515686035
Batch :  154 / 261 , BCE in this minibatch:  3.6068272590637207
Batch :  155 / 261 , BCE in this minibatch:  3.3099896907806396
Batch :  156 / 261 , BCE in this minibatch:  7.38740348815918
Batch :  157 / 261 , BCE in this minibatch:  5.966203212738037
Batch :  158 / 261 , BCE in this minibatch:  12.725662231445312
Batch :  159 / 261 , BCE in this minibatch:  6.245084285736084
Batch :  160 / 261 , BCE in this minibatch:  6.130428314208984
Batch :  161 / 261 , BCE in this minibatch:  8.560917854309082
Batch :  162 / 261 , BCE in this minibatch:  5.7987751960754395
Batch :  163 / 261 , BCE in this minibatch:  6.462922096252441
Batch :  164 / 261 , BCE in this minibatch:  12.024991989135742
Batch :  165 / 261 , BCE in this minibatch:  6.264518737792969
Batch :  166 / 261 , BCE in this minibatch:  14.508508682250977
Batch :  167 / 261 , BCE in this minibatch:  9.039572715759277
Batch :  168 / 261 , BCE in this minibatch:  10.076894760131836
Batch :  169 / 261 , BCE in this minibatch:  11.599820137023926
Batch :  170 / 261 , BCE in this minibatch:  13.120560646057129
Batch :  171 / 261 , BCE in this minibatch:  31.608945846557617
Batch :  172 / 261 , BCE in this minibatch:  32.20950698852539
Batch :  173 / 261 , BCE in this minibatch:  11.52370548248291
Batch :  174 / 261 , BCE in this minibatch:  7.029084205627441
Batch :  175 / 261 , BCE in this minibatch:  6.162484169006348
Batch :  176 / 261 , BCE in this minibatch:  6.901482105255127
Batch :  177 / 261 , BCE in this minibatch:  7.020336627960205
Batch :  178 / 261 , BCE in this minibatch:  7.687338352203369
Batch :  179 / 261 , BCE in this minibatch:  7.198124885559082
Batch :  180 / 261 , BCE in this minibatch:  7.398794651031494
Batch :  181 / 261 , BCE in this minibatch:  7.089005947113037
Batch :  182 / 261 , BCE in this minibatch:  5.821943759918213
Batch :  183 / 261 , BCE in this minibatch:  6.902657985687256
Batch :  184 / 261 , BCE in this minibatch:  11.089557647705078
Batch :  185 / 261 , BCE in this minibatch:  6.071358680725098
Batch :  186 / 261 , BCE in this minibatch:  11.833791732788086
Batch :  187 / 261 , BCE in this minibatch:  5.558820724487305
Batch :  188 / 261 , BCE in this minibatch:  6.422588348388672
Batch :  189 / 261 , BCE in this minibatch:  5.693217754364014
Batch :  190 / 261 , BCE in this minibatch:  8.077449798583984
Batch :  191 / 261 , BCE in this minibatch:  10.8263578414917
Batch :  192 / 261 , BCE in this minibatch:  7.405384540557861
Batch :  193 / 261 , BCE in this minibatch:  7.8858208656311035
Batch :  194 / 261 , BCE in this minibatch:  7.661819934844971
Batch :  195 / 261 , BCE in this minibatch:  4.7130446434021
Batch :  196 / 261 , BCE in this minibatch:  5.7070183753967285
Batch :  197 / 261 , BCE in this minibatch:  5.725914478302002
Batch :  198 / 261 , BCE in this minibatch:  8.905406951904297
Batch :  199 / 261 , BCE in this minibatch:  6.544703006744385
Batch :  200 / 261 , BCE in this minibatch:  11.43031120300293
Batch :  201 / 261 , BCE in this minibatch:  9.167531967163086
Batch :  202 / 261 , BCE in this minibatch:  10.382498741149902
Batch :  203 / 261 , BCE in this minibatch:  7.901277542114258
Batch :  204 / 261 , BCE in this minibatch:  6.945267677307129
Batch :  205 / 261 , BCE in this minibatch:  6.656761646270752
Batch :  206 / 261 , BCE in this minibatch:  7.2314982414245605
Batch :  207 / 261 , BCE in this minibatch:  7.231595039367676
Batch :  208 / 261 , BCE in this minibatch:  5.785346031188965
Batch :  209 / 261 , BCE in this minibatch:  7.28140926361084
Batch :  210 / 261 , BCE in this minibatch:  18.272808074951172
Batch :  211 / 261 , BCE in this minibatch:  21.40172004699707
Batch :  212 / 261 , BCE in this minibatch:  10.542045593261719
Batch :  213 / 261 , BCE in this minibatch:  16.776723861694336
Batch :  214 / 261 , BCE in this minibatch:  11.97486686706543
Batch :  215 / 261 , BCE in this minibatch:  4.395115852355957
Batch :  216 / 261 , BCE in this minibatch:  3.9498093128204346
Batch :  217 / 261 , BCE in this minibatch:  4.060751914978027
Batch :  218 / 261 , BCE in this minibatch:  6.361810207366943
Batch :  219 / 261 , BCE in this minibatch:  6.616452693939209
Batch :  220 / 261 , BCE in this minibatch:  14.63916301727295
Batch :  221 / 261 , BCE in this minibatch:  8.54511547088623
Batch :  222 / 261 , BCE in this minibatch:  8.278769493103027
Batch :  223 / 261 , BCE in this minibatch:  5.287449359893799
Batch :  224 / 261 , BCE in this minibatch:  14.717891693115234
Batch :  225 / 261 , BCE in this minibatch:  25.629396438598633
Batch :  226 / 261 , BCE in this minibatch:  9.967324256896973
Batch :  227 / 261 , BCE in this minibatch:  6.0707831382751465
Batch :  228 / 261 , BCE in this minibatch:  8.428519248962402
Batch :  229 / 261 , BCE in this minibatch:  7.611581802368164
Batch :  230 / 261 , BCE in this minibatch:  7.537369251251221
Batch :  231 / 261 , BCE in this minibatch:  8.27588939666748
Batch :  232 / 261 , BCE in this minibatch:  7.782973289489746
Batch :  233 / 261 , BCE in this minibatch:  8.291630744934082
Batch :  234 / 261 , BCE in this minibatch:  6.397069931030273
Batch :  235 / 261 , BCE in this minibatch:  8.350300788879395
Batch :  236 / 261 , BCE in this minibatch:  6.913469314575195
Batch :  237 / 261 , BCE in this minibatch:  5.880771160125732
Batch :  238 / 261 , BCE in this minibatch:  7.224812030792236
Batch :  239 / 261 , BCE in this minibatch:  5.997129917144775
Batch :  240 / 261 , BCE in this minibatch:  7.311352729797363
Batch :  241 / 261 , BCE in this minibatch:  5.712719917297363
Batch :  242 / 261 , BCE in this minibatch:  5.143291473388672
Batch :  243 / 261 , BCE in this minibatch:  4.248233318328857
Batch :  244 / 261 , BCE in this minibatch:  5.383205413818359
Batch :  245 / 261 , BCE in this minibatch:  8.08527946472168
Batch :  246 / 261 , BCE in this minibatch:  6.67703104019165
Batch :  247 / 261 , BCE in this minibatch:  8.178203582763672
Batch :  248 / 261 , BCE in this minibatch:  5.648320198059082
Batch :  249 / 261 , BCE in this minibatch:  8.620484352111816
Batch :  250 / 261 , BCE in this minibatch:  6.173409938812256
Batch :  251 / 261 , BCE in this minibatch:  5.009677886962891
Batch :  252 / 261 , BCE in this minibatch:  10.961519241333008
Batch :  253 / 261 , BCE in this minibatch:  11.992646217346191
Batch :  254 / 261 , BCE in this minibatch:  12.598111152648926
Batch :  255 / 261 , BCE in this minibatch:  6.724477767944336
Batch :  256 / 261 , BCE in this minibatch:  9.59815502166748
Batch :  257 / 261 , BCE in this minibatch:  10.179486274719238
Batch :  258 / 261 , BCE in this minibatch:  7.905510902404785
Batch :  259 / 261 , BCE in this minibatch:  5.925200462341309
Batch :  260 / 261 , BCE in this minibatch:  4.765344142913818
Batch :  261 / 261 , BCE in this minibatch:  4.161133289337158
epoch: 53  train_loss: 7.191795022094843
Batch :  1 / 261 , BCE in this minibatch:  3.8113112449645996
Batch :  2 / 261 , BCE in this minibatch:  4.719634532928467
Batch :  3 / 261 , BCE in this minibatch:  4.747076511383057
Batch :  4 / 261 , BCE in this minibatch:  4.766475200653076
Batch :  5 / 261 , BCE in this minibatch:  5.196592807769775
Batch :  6 / 261 , BCE in this minibatch:  4.927295684814453
Batch :  7 / 261 , BCE in this minibatch:  5.442496299743652
Batch :  8 / 261 , BCE in this minibatch:  4.951281547546387
Batch :  9 / 261 , BCE in this minibatch:  4.133573055267334
Batch :  10 / 261 , BCE in this minibatch:  4.809109210968018
Batch :  11 / 261 , BCE in this minibatch:  4.403727054595947
Batch :  12 / 261 , BCE in this minibatch:  4.547715187072754
Batch :  13 / 261 , BCE in this minibatch:  5.236471652984619
Batch :  14 / 261 , BCE in this minibatch:  5.235228538513184
Batch :  15 / 261 , BCE in this minibatch:  4.672290802001953
Batch :  16 / 261 , BCE in this minibatch:  4.985458850860596
Batch :  17 / 261 , BCE in this minibatch:  8.931781768798828
Batch :  18 / 261 , BCE in this minibatch:  4.924623966217041
Batch :  19 / 261 , BCE in this minibatch:  4.298205375671387
Batch :  20 / 261 , BCE in this minibatch:  4.3250908851623535
Batch :  21 / 261 , BCE in this minibatch:  4.225467681884766
Batch :  22 / 261 , BCE in this minibatch:  4.117020606994629
Batch :  23 / 261 , BCE in this minibatch:  3.8547160625457764
Batch :  24 / 261 , BCE in this minibatch:  5.2255144119262695
Batch :  25 / 261 , BCE in this minibatch:  5.341119289398193
Batch :  26 / 261 , BCE in this minibatch:  4.93247652053833
Batch :  27 / 261 , BCE in this minibatch:  3.5607094764709473
Batch :  28 / 261 , BCE in this minibatch:  5.036787509918213
Batch :  29 / 261 , BCE in this minibatch:  4.2090559005737305
Batch :  30 / 261 , BCE in this minibatch:  5.365382194519043
Batch :  31 / 261 , BCE in this minibatch:  4.106879711151123
Batch :  32 / 261 , BCE in this minibatch:  4.422780990600586
Batch :  33 / 261 , BCE in this minibatch:  4.238299369812012
Batch :  34 / 261 , BCE in this minibatch:  3.462891101837158
Batch :  35 / 261 , BCE in this minibatch:  6.734928131103516
Batch :  36 / 261 , BCE in this minibatch:  3.868305206298828
Batch :  37 / 261 , BCE in this minibatch:  3.9845194816589355
Batch :  38 / 261 , BCE in this minibatch:  3.655200958251953
Batch :  39 / 261 , BCE in this minibatch:  4.047611236572266
Batch :  40 / 261 , BCE in this minibatch:  5.275327205657959
Batch :  41 / 261 , BCE in this minibatch:  4.531209945678711
Batch :  42 / 261 , BCE in this minibatch:  6.277194023132324
Batch :  43 / 261 , BCE in this minibatch:  3.9297103881835938
Batch :  44 / 261 , BCE in this minibatch:  5.554973125457764
Batch :  45 / 261 , BCE in this minibatch:  3.9983160495758057
Batch :  46 / 261 , BCE in this minibatch:  5.041524887084961
Batch :  47 / 261 , BCE in this minibatch:  8.376232147216797
Batch :  48 / 261 , BCE in this minibatch:  5.017447471618652
Batch :  49 / 261 , BCE in this minibatch:  4.642648696899414
Batch :  50 / 261 , BCE in this minibatch:  8.815668106079102
Batch :  51 / 261 , BCE in this minibatch:  4.955117702484131
Batch :  52 / 261 , BCE in this minibatch:  4.935057640075684
Batch :  53 / 261 , BCE in this minibatch:  4.53175687789917
Batch :  54 / 261 , BCE in this minibatch:  6.956074237823486
Batch :  55 / 261 , BCE in this minibatch:  5.863524436950684
Batch :  56 / 261 , BCE in this minibatch:  5.94742488861084
Batch :  57 / 261 , BCE in this minibatch:  4.472765922546387
Batch :  58 / 261 , BCE in this minibatch:  8.60995864868164
Batch :  59 / 261 , BCE in this minibatch:  4.905397415161133
Batch :  60 / 261 , BCE in this minibatch:  5.486064910888672
Batch :  61 / 261 , BCE in this minibatch:  4.770555019378662
Batch :  62 / 261 , BCE in this minibatch:  4.1900634765625
Batch :  63 / 261 , BCE in this minibatch:  4.071219444274902
Batch :  64 / 261 , BCE in this minibatch:  3.665393352508545
Batch :  65 / 261 , BCE in this minibatch:  5.347140789031982
Batch :  66 / 261 , BCE in this minibatch:  5.362886905670166
Batch :  67 / 261 , BCE in this minibatch:  7.273101329803467
Batch :  68 / 261 , BCE in this minibatch:  4.5057692527771
Batch :  69 / 261 , BCE in this minibatch:  6.507094860076904
Batch :  70 / 261 , BCE in this minibatch:  14.796826362609863
Batch :  71 / 261 , BCE in this minibatch:  5.2995476722717285
Batch :  72 / 261 , BCE in this minibatch:  5.013500690460205
Batch :  73 / 261 , BCE in this minibatch:  13.800763130187988
Batch :  74 / 261 , BCE in this minibatch:  14.007206916809082
Batch :  75 / 261 , BCE in this minibatch:  5.395423412322998
Batch :  76 / 261 , BCE in this minibatch:  5.068271160125732
Batch :  77 / 261 , BCE in this minibatch:  6.110545635223389
Batch :  78 / 261 , BCE in this minibatch:  6.630772590637207
Batch :  79 / 261 , BCE in this minibatch:  4.510159969329834
Batch :  80 / 261 , BCE in this minibatch:  7.592574119567871
Batch :  81 / 261 , BCE in this minibatch:  6.066409587860107
Batch :  82 / 261 , BCE in this minibatch:  4.547280311584473
Batch :  83 / 261 , BCE in this minibatch:  9.290810585021973
Batch :  84 / 261 , BCE in this minibatch:  5.369013786315918
Batch :  85 / 261 , BCE in this minibatch:  5.901178359985352
Batch :  86 / 261 , BCE in this minibatch:  7.31981086730957
Batch :  87 / 261 , BCE in this minibatch:  5.146087169647217
Batch :  88 / 261 , BCE in this minibatch:  6.009082794189453
Batch :  89 / 261 , BCE in this minibatch:  4.891668796539307
Batch :  90 / 261 , BCE in this minibatch:  5.251852512359619
Batch :  91 / 261 , BCE in this minibatch:  4.101077079772949
Batch :  92 / 261 , BCE in this minibatch:  5.615344524383545
Batch :  93 / 261 , BCE in this minibatch:  8.021929740905762
Batch :  94 / 261 , BCE in this minibatch:  11.6343412399292
Batch :  95 / 261 , BCE in this minibatch:  8.477328300476074
Batch :  96 / 261 , BCE in this minibatch:  7.4622416496276855
Batch :  97 / 261 , BCE in this minibatch:  9.559959411621094
Batch :  98 / 261 , BCE in this minibatch:  5.464783191680908
Batch :  99 / 261 , BCE in this minibatch:  7.024528503417969
Batch :  100 / 261 , BCE in this minibatch:  11.704774856567383
Batch :  101 / 261 , BCE in this minibatch:  5.085866928100586
Batch :  102 / 261 , BCE in this minibatch:  4.7493414878845215
Batch :  103 / 261 , BCE in this minibatch:  6.57868766784668
Batch :  104 / 261 , BCE in this minibatch:  5.196547508239746
Batch :  105 / 261 , BCE in this minibatch:  8.962924003601074
Batch :  106 / 261 , BCE in this minibatch:  5.612406253814697
Batch :  107 / 261 , BCE in this minibatch:  5.854468822479248
Batch :  108 / 261 , BCE in this minibatch:  4.249105453491211
Batch :  109 / 261 , BCE in this minibatch:  6.038722515106201
Batch :  110 / 261 , BCE in this minibatch:  9.475780487060547
Batch :  111 / 261 , BCE in this minibatch:  5.5075225830078125
Batch :  112 / 261 , BCE in this minibatch:  7.25624942779541
Batch :  113 / 261 , BCE in this minibatch:  7.626134395599365
Batch :  114 / 261 , BCE in this minibatch:  7.151841640472412
Batch :  115 / 261 , BCE in this minibatch:  7.320615291595459
Batch :  116 / 261 , BCE in this minibatch:  5.832052230834961
Batch :  117 / 261 , BCE in this minibatch:  7.90242338180542
Batch :  118 / 261 , BCE in this minibatch:  7.6388678550720215
Batch :  119 / 261 , BCE in this minibatch:  6.777826309204102
Batch :  120 / 261 , BCE in this minibatch:  7.207568168640137
Batch :  121 / 261 , BCE in this minibatch:  5.045097351074219
Batch :  122 / 261 , BCE in this minibatch:  7.129715919494629
Batch :  123 / 261 , BCE in this minibatch:  6.966568946838379
Batch :  124 / 261 , BCE in this minibatch:  4.181644439697266
Batch :  125 / 261 , BCE in this minibatch:  15.822378158569336
Batch :  126 / 261 , BCE in this minibatch:  5.977105617523193
Batch :  127 / 261 , BCE in this minibatch:  4.09541654586792
Batch :  128 / 261 , BCE in this minibatch:  6.673470497131348
Batch :  129 / 261 , BCE in this minibatch:  3.9936318397521973
Batch :  130 / 261 , BCE in this minibatch:  14.400612831115723
Batch :  131 / 261 , BCE in this minibatch:  7.634027481079102
Batch :  132 / 261 , BCE in this minibatch:  7.255387783050537
Batch :  133 / 261 , BCE in this minibatch:  14.84111213684082
Batch :  134 / 261 , BCE in this minibatch:  7.8110527992248535
Batch :  135 / 261 , BCE in this minibatch:  6.339707851409912
Batch :  136 / 261 , BCE in this minibatch:  4.850959777832031
Batch :  137 / 261 , BCE in this minibatch:  9.6589937210083
Batch :  138 / 261 , BCE in this minibatch:  8.095486640930176
Batch :  139 / 261 , BCE in this minibatch:  5.436501502990723
Batch :  140 / 261 , BCE in this minibatch:  4.555366039276123
Batch :  141 / 261 , BCE in this minibatch:  6.240234851837158
Batch :  142 / 261 , BCE in this minibatch:  7.376002311706543
Batch :  143 / 261 , BCE in this minibatch:  11.717103958129883
Batch :  144 / 261 , BCE in this minibatch:  8.066911697387695
Batch :  145 / 261 , BCE in this minibatch:  4.479090690612793
Batch :  146 / 261 , BCE in this minibatch:  7.085465908050537
Batch :  147 / 261 , BCE in this minibatch:  5.2166523933410645
Batch :  148 / 261 , BCE in this minibatch:  5.501145839691162
Batch :  149 / 261 , BCE in this minibatch:  5.064447402954102
Batch :  150 / 261 , BCE in this minibatch:  4.915865898132324
Batch :  151 / 261 , BCE in this minibatch:  4.474190711975098
Batch :  152 / 261 , BCE in this minibatch:  6.923206329345703
Batch :  153 / 261 , BCE in this minibatch:  5.290580749511719
Batch :  154 / 261 , BCE in this minibatch:  3.607807159423828
Batch :  155 / 261 , BCE in this minibatch:  3.3090224266052246
Batch :  156 / 261 , BCE in this minibatch:  7.4166131019592285
Batch :  157 / 261 , BCE in this minibatch:  5.9189605712890625
Batch :  158 / 261 , BCE in this minibatch:  12.687665939331055
Batch :  159 / 261 , BCE in this minibatch:  6.2009053230285645
Batch :  160 / 261 , BCE in this minibatch:  6.0924072265625
Batch :  161 / 261 , BCE in this minibatch:  8.510058403015137
Batch :  162 / 261 , BCE in this minibatch:  5.785056114196777
Batch :  163 / 261 , BCE in this minibatch:  6.475698947906494
Batch :  164 / 261 , BCE in this minibatch:  12.005727767944336
Batch :  165 / 261 , BCE in this minibatch:  6.17211389541626
Batch :  166 / 261 , BCE in this minibatch:  14.469769477844238
Batch :  167 / 261 , BCE in this minibatch:  8.974782943725586
Batch :  168 / 261 , BCE in this minibatch:  10.06945514678955
Batch :  169 / 261 , BCE in this minibatch:  11.552152633666992
Batch :  170 / 261 , BCE in this minibatch:  13.157670021057129
Batch :  171 / 261 , BCE in this minibatch:  31.546493530273438
Batch :  172 / 261 , BCE in this minibatch:  32.064022064208984
Batch :  173 / 261 , BCE in this minibatch:  11.47769546508789
Batch :  174 / 261 , BCE in this minibatch:  7.0348687171936035
Batch :  175 / 261 , BCE in this minibatch:  6.027985095977783
Batch :  176 / 261 , BCE in this minibatch:  6.802629470825195
Batch :  177 / 261 , BCE in this minibatch:  6.93842887878418
Batch :  178 / 261 , BCE in this minibatch:  7.59446382522583
Batch :  179 / 261 , BCE in this minibatch:  7.1006317138671875
Batch :  180 / 261 , BCE in this minibatch:  7.304934501647949
Batch :  181 / 261 , BCE in this minibatch:  7.038583278656006
Batch :  182 / 261 , BCE in this minibatch:  5.859340667724609
Batch :  183 / 261 , BCE in this minibatch:  6.891864776611328
Batch :  184 / 261 , BCE in this minibatch:  10.956205368041992
Batch :  185 / 261 , BCE in this minibatch:  6.1156392097473145
Batch :  186 / 261 , BCE in this minibatch:  11.77929401397705
Batch :  187 / 261 , BCE in this minibatch:  5.65267276763916
Batch :  188 / 261 , BCE in this minibatch:  6.447089195251465
Batch :  189 / 261 , BCE in this minibatch:  5.747224807739258
Batch :  190 / 261 , BCE in this minibatch:  8.04727554321289
Batch :  191 / 261 , BCE in this minibatch:  10.758551597595215
Batch :  192 / 261 , BCE in this minibatch:  7.376497268676758
Batch :  193 / 261 , BCE in this minibatch:  7.854796886444092
Batch :  194 / 261 , BCE in this minibatch:  7.62528657913208
Batch :  195 / 261 , BCE in this minibatch:  4.701671123504639
Batch :  196 / 261 , BCE in this minibatch:  5.7336812019348145
Batch :  197 / 261 , BCE in this minibatch:  5.685864448547363
Batch :  198 / 261 , BCE in this minibatch:  8.879033088684082
Batch :  199 / 261 , BCE in this minibatch:  6.480666637420654
Batch :  200 / 261 , BCE in this minibatch:  11.399018287658691
Batch :  201 / 261 , BCE in this minibatch:  9.142455101013184
Batch :  202 / 261 , BCE in this minibatch:  10.249908447265625
Batch :  203 / 261 , BCE in this minibatch:  7.878437042236328
Batch :  204 / 261 , BCE in this minibatch:  6.8779826164245605
Batch :  205 / 261 , BCE in this minibatch:  6.594715118408203
Batch :  206 / 261 , BCE in this minibatch:  7.280661582946777
Batch :  207 / 261 , BCE in this minibatch:  7.151486396789551
Batch :  208 / 261 , BCE in this minibatch:  5.770639419555664
Batch :  209 / 261 , BCE in this minibatch:  7.290947914123535
Batch :  210 / 261 , BCE in this minibatch:  18.162574768066406
Batch :  211 / 261 , BCE in this minibatch:  21.138635635375977
Batch :  212 / 261 , BCE in this minibatch:  10.501901626586914
Batch :  213 / 261 , BCE in this minibatch:  16.722423553466797
Batch :  214 / 261 , BCE in this minibatch:  11.987347602844238
Batch :  215 / 261 , BCE in this minibatch:  4.358034610748291
Batch :  216 / 261 , BCE in this minibatch:  3.9842231273651123
Batch :  217 / 261 , BCE in this minibatch:  4.041374206542969
Batch :  218 / 261 , BCE in this minibatch:  6.392825126647949
Batch :  219 / 261 , BCE in this minibatch:  6.537435531616211
Batch :  220 / 261 , BCE in this minibatch:  14.65674114227295
Batch :  221 / 261 , BCE in this minibatch:  8.489424705505371
Batch :  222 / 261 , BCE in this minibatch:  8.195455551147461
Batch :  223 / 261 , BCE in this minibatch:  5.286512851715088
Batch :  224 / 261 , BCE in this minibatch:  14.755412101745605
Batch :  225 / 261 , BCE in this minibatch:  25.5582218170166
Batch :  226 / 261 , BCE in this minibatch:  9.911080360412598
Batch :  227 / 261 , BCE in this minibatch:  5.947329998016357
Batch :  228 / 261 , BCE in this minibatch:  8.408608436584473
Batch :  229 / 261 , BCE in this minibatch:  7.630636215209961
Batch :  230 / 261 , BCE in this minibatch:  7.402138710021973
Batch :  231 / 261 , BCE in this minibatch:  8.132667541503906
Batch :  232 / 261 , BCE in this minibatch:  7.701422691345215
Batch :  233 / 261 , BCE in this minibatch:  8.275636672973633
Batch :  234 / 261 , BCE in this minibatch:  6.351962089538574
Batch :  235 / 261 , BCE in this minibatch:  8.312363624572754
Batch :  236 / 261 , BCE in this minibatch:  6.864025592803955
Batch :  237 / 261 , BCE in this minibatch:  5.787269115447998
Batch :  238 / 261 , BCE in this minibatch:  7.2024736404418945
Batch :  239 / 261 , BCE in this minibatch:  5.951431751251221
Batch :  240 / 261 , BCE in this minibatch:  7.2677130699157715
Batch :  241 / 261 , BCE in this minibatch:  5.64446496963501
Batch :  242 / 261 , BCE in this minibatch:  5.152580738067627
Batch :  243 / 261 , BCE in this minibatch:  4.216987609863281
Batch :  244 / 261 , BCE in this minibatch:  5.343733787536621
Batch :  245 / 261 , BCE in this minibatch:  8.130331993103027
Batch :  246 / 261 , BCE in this minibatch:  6.680395603179932
Batch :  247 / 261 , BCE in this minibatch:  8.155940055847168
Batch :  248 / 261 , BCE in this minibatch:  5.622553825378418
Batch :  249 / 261 , BCE in this minibatch:  8.5303316116333
Batch :  250 / 261 , BCE in this minibatch:  6.144338607788086
Batch :  251 / 261 , BCE in this minibatch:  4.97617244720459
Batch :  252 / 261 , BCE in this minibatch:  10.849275588989258
Batch :  253 / 261 , BCE in this minibatch:  11.947516441345215
Batch :  254 / 261 , BCE in this minibatch:  12.599641799926758
Batch :  255 / 261 , BCE in this minibatch:  6.736214637756348
Batch :  256 / 261 , BCE in this minibatch:  9.735172271728516
Batch :  257 / 261 , BCE in this minibatch:  10.19226360321045
Batch :  258 / 261 , BCE in this minibatch:  7.818721771240234
Batch :  259 / 261 , BCE in this minibatch:  5.964579105377197
Batch :  260 / 261 , BCE in this minibatch:  4.754078388214111
Batch :  261 / 261 , BCE in this minibatch:  4.223228454589844
epoch: 54  train_loss: 7.166269144335926
Batch :  1 / 261 , BCE in this minibatch:  3.796109914779663
Batch :  2 / 261 , BCE in this minibatch:  4.7199811935424805
Batch :  3 / 261 , BCE in this minibatch:  4.7293195724487305
Batch :  4 / 261 , BCE in this minibatch:  4.821141719818115
Batch :  5 / 261 , BCE in this minibatch:  5.228228569030762
Batch :  6 / 261 , BCE in this minibatch:  4.930493354797363
Batch :  7 / 261 , BCE in this minibatch:  5.4564642906188965
Batch :  8 / 261 , BCE in this minibatch:  4.975500583648682
Batch :  9 / 261 , BCE in this minibatch:  4.160355567932129
Batch :  10 / 261 , BCE in this minibatch:  4.793102741241455
Batch :  11 / 261 , BCE in this minibatch:  4.3930559158325195
Batch :  12 / 261 , BCE in this minibatch:  4.57140588760376
Batch :  13 / 261 , BCE in this minibatch:  5.235074996948242
Batch :  14 / 261 , BCE in this minibatch:  5.225505828857422
Batch :  15 / 261 , BCE in this minibatch:  4.610677719116211
Batch :  16 / 261 , BCE in this minibatch:  4.983887672424316
Batch :  17 / 261 , BCE in this minibatch:  8.873950958251953
Batch :  18 / 261 , BCE in this minibatch:  4.896730899810791
Batch :  19 / 261 , BCE in this minibatch:  4.290243148803711
Batch :  20 / 261 , BCE in this minibatch:  4.354459762573242
Batch :  21 / 261 , BCE in this minibatch:  4.239314556121826
Batch :  22 / 261 , BCE in this minibatch:  4.100184440612793
Batch :  23 / 261 , BCE in this minibatch:  3.861612319946289
Batch :  24 / 261 , BCE in this minibatch:  5.190685749053955
Batch :  25 / 261 , BCE in this minibatch:  5.373013973236084
Batch :  26 / 261 , BCE in this minibatch:  4.934549808502197
Batch :  27 / 261 , BCE in this minibatch:  3.5763823986053467
Batch :  28 / 261 , BCE in this minibatch:  5.021452903747559
Batch :  29 / 261 , BCE in this minibatch:  4.164510726928711
Batch :  30 / 261 , BCE in this minibatch:  5.324092864990234
Batch :  31 / 261 , BCE in this minibatch:  4.051993370056152
Batch :  32 / 261 , BCE in this minibatch:  4.429163455963135
Batch :  33 / 261 , BCE in this minibatch:  4.191669940948486
Batch :  34 / 261 , BCE in this minibatch:  3.46292781829834
Batch :  35 / 261 , BCE in this minibatch:  6.771124839782715
Batch :  36 / 261 , BCE in this minibatch:  3.8778738975524902
Batch :  37 / 261 , BCE in this minibatch:  3.957552671432495
Batch :  38 / 261 , BCE in this minibatch:  3.643293619155884
Batch :  39 / 261 , BCE in this minibatch:  4.026264190673828
Batch :  40 / 261 , BCE in this minibatch:  5.315069675445557
Batch :  41 / 261 , BCE in this minibatch:  4.581896781921387
Batch :  42 / 261 , BCE in this minibatch:  6.246348857879639
Batch :  43 / 261 , BCE in this minibatch:  3.930537223815918
Batch :  44 / 261 , BCE in this minibatch:  5.562324523925781
Batch :  45 / 261 , BCE in this minibatch:  4.004693984985352
Batch :  46 / 261 , BCE in this minibatch:  4.985757350921631
Batch :  47 / 261 , BCE in this minibatch:  8.420943260192871
Batch :  48 / 261 , BCE in this minibatch:  4.932990074157715
Batch :  49 / 261 , BCE in this minibatch:  4.582437515258789
Batch :  50 / 261 , BCE in this minibatch:  8.772712707519531
Batch :  51 / 261 , BCE in this minibatch:  4.964587688446045
Batch :  52 / 261 , BCE in this minibatch:  4.88508939743042
Batch :  53 / 261 , BCE in this minibatch:  4.487830638885498
Batch :  54 / 261 , BCE in this minibatch:  6.959105491638184
Batch :  55 / 261 , BCE in this minibatch:  5.870674133300781
Batch :  56 / 261 , BCE in this minibatch:  5.9532318115234375
Batch :  57 / 261 , BCE in this minibatch:  4.494712829589844
Batch :  58 / 261 , BCE in this minibatch:  8.611153602600098
Batch :  59 / 261 , BCE in this minibatch:  4.904687881469727
Batch :  60 / 261 , BCE in this minibatch:  5.479335308074951
Batch :  61 / 261 , BCE in this minibatch:  4.726685523986816
Batch :  62 / 261 , BCE in this minibatch:  4.179996490478516
Batch :  63 / 261 , BCE in this minibatch:  4.043374538421631
Batch :  64 / 261 , BCE in this minibatch:  3.6820619106292725
Batch :  65 / 261 , BCE in this minibatch:  5.333594799041748
Batch :  66 / 261 , BCE in this minibatch:  5.370206832885742
Batch :  67 / 261 , BCE in this minibatch:  7.230257511138916
Batch :  68 / 261 , BCE in this minibatch:  4.481832027435303
Batch :  69 / 261 , BCE in this minibatch:  6.403461456298828
Batch :  70 / 261 , BCE in this minibatch:  14.767644882202148
Batch :  71 / 261 , BCE in this minibatch:  5.268455982208252
Batch :  72 / 261 , BCE in this minibatch:  5.011379241943359
Batch :  73 / 261 , BCE in this minibatch:  13.777040481567383
Batch :  74 / 261 , BCE in this minibatch:  13.899152755737305
Batch :  75 / 261 , BCE in this minibatch:  5.4002275466918945
Batch :  76 / 261 , BCE in this minibatch:  5.0417585372924805
Batch :  77 / 261 , BCE in this minibatch:  6.136558532714844
Batch :  78 / 261 , BCE in this minibatch:  6.594790935516357
Batch :  79 / 261 , BCE in this minibatch:  4.488310813903809
Batch :  80 / 261 , BCE in this minibatch:  7.529251575469971
Batch :  81 / 261 , BCE in this minibatch:  6.100837707519531
Batch :  82 / 261 , BCE in this minibatch:  4.585693359375
Batch :  83 / 261 , BCE in this minibatch:  9.243383407592773
Batch :  84 / 261 , BCE in this minibatch:  5.2826642990112305
Batch :  85 / 261 , BCE in this minibatch:  5.953705787658691
Batch :  86 / 261 , BCE in this minibatch:  7.337342262268066
Batch :  87 / 261 , BCE in this minibatch:  5.183708190917969
Batch :  88 / 261 , BCE in this minibatch:  6.077388763427734
Batch :  89 / 261 , BCE in this minibatch:  4.850135803222656
Batch :  90 / 261 , BCE in this minibatch:  5.2036213874816895
Batch :  91 / 261 , BCE in this minibatch:  4.0904388427734375
Batch :  92 / 261 , BCE in this minibatch:  5.63136625289917
Batch :  93 / 261 , BCE in this minibatch:  7.98565149307251
Batch :  94 / 261 , BCE in this minibatch:  11.606269836425781
Batch :  95 / 261 , BCE in this minibatch:  8.438791275024414
Batch :  96 / 261 , BCE in this minibatch:  7.453938007354736
Batch :  97 / 261 , BCE in this minibatch:  9.561539649963379
Batch :  98 / 261 , BCE in this minibatch:  5.43019437789917
Batch :  99 / 261 , BCE in this minibatch:  7.002298831939697
Batch :  100 / 261 , BCE in this minibatch:  11.674675941467285
Batch :  101 / 261 , BCE in this minibatch:  5.106405258178711
Batch :  102 / 261 , BCE in this minibatch:  4.776113510131836
Batch :  103 / 261 , BCE in this minibatch:  6.529716968536377
Batch :  104 / 261 , BCE in this minibatch:  5.152000427246094
Batch :  105 / 261 , BCE in this minibatch:  8.950370788574219
Batch :  106 / 261 , BCE in this minibatch:  5.60121488571167
Batch :  107 / 261 , BCE in this minibatch:  5.796877384185791
Batch :  108 / 261 , BCE in this minibatch:  4.226082801818848
Batch :  109 / 261 , BCE in this minibatch:  6.000408172607422
Batch :  110 / 261 , BCE in this minibatch:  9.408631324768066
Batch :  111 / 261 , BCE in this minibatch:  5.5189080238342285
Batch :  112 / 261 , BCE in this minibatch:  7.203895568847656
Batch :  113 / 261 , BCE in this minibatch:  7.559115409851074
Batch :  114 / 261 , BCE in this minibatch:  7.1135969161987305
Batch :  115 / 261 , BCE in this minibatch:  7.335843086242676
Batch :  116 / 261 , BCE in this minibatch:  5.845877170562744
Batch :  117 / 261 , BCE in this minibatch:  7.862187385559082
Batch :  118 / 261 , BCE in this minibatch:  7.598357200622559
Batch :  119 / 261 , BCE in this minibatch:  6.806983470916748
Batch :  120 / 261 , BCE in this minibatch:  7.175375461578369
Batch :  121 / 261 , BCE in this minibatch:  5.039320468902588
Batch :  122 / 261 , BCE in this minibatch:  7.147365570068359
Batch :  123 / 261 , BCE in this minibatch:  6.958846569061279
Batch :  124 / 261 , BCE in this minibatch:  4.162442684173584
Batch :  125 / 261 , BCE in this minibatch:  15.776846885681152
Batch :  126 / 261 , BCE in this minibatch:  5.986109733581543
Batch :  127 / 261 , BCE in this minibatch:  4.096926212310791
Batch :  128 / 261 , BCE in this minibatch:  6.673948287963867
Batch :  129 / 261 , BCE in this minibatch:  3.9950809478759766
Batch :  130 / 261 , BCE in this minibatch:  14.30186939239502
Batch :  131 / 261 , BCE in this minibatch:  7.715455055236816
Batch :  132 / 261 , BCE in this minibatch:  7.214052677154541
Batch :  133 / 261 , BCE in this minibatch:  14.713743209838867
Batch :  134 / 261 , BCE in this minibatch:  7.882436752319336
Batch :  135 / 261 , BCE in this minibatch:  6.386790752410889
Batch :  136 / 261 , BCE in this minibatch:  4.914599418640137
Batch :  137 / 261 , BCE in this minibatch:  9.583799362182617
Batch :  138 / 261 , BCE in this minibatch:  8.05691909790039
Batch :  139 / 261 , BCE in this minibatch:  5.413908004760742
Batch :  140 / 261 , BCE in this minibatch:  4.6102399826049805
Batch :  141 / 261 , BCE in this minibatch:  6.221909046173096
Batch :  142 / 261 , BCE in this minibatch:  7.360943794250488
Batch :  143 / 261 , BCE in this minibatch:  11.696515083312988
Batch :  144 / 261 , BCE in this minibatch:  7.972105979919434
Batch :  145 / 261 , BCE in this minibatch:  4.465051651000977
Batch :  146 / 261 , BCE in this minibatch:  7.16298770904541
Batch :  147 / 261 , BCE in this minibatch:  5.165597915649414
Batch :  148 / 261 , BCE in this minibatch:  5.528058052062988
Batch :  149 / 261 , BCE in this minibatch:  5.0189619064331055
Batch :  150 / 261 , BCE in this minibatch:  4.902036666870117
Batch :  151 / 261 , BCE in this minibatch:  4.441876411437988
Batch :  152 / 261 , BCE in this minibatch:  6.891170978546143
Batch :  153 / 261 , BCE in this minibatch:  5.2432684898376465
Batch :  154 / 261 , BCE in this minibatch:  3.527191400527954
Batch :  155 / 261 , BCE in this minibatch:  3.2788305282592773
Batch :  156 / 261 , BCE in this minibatch:  7.376241683959961
Batch :  157 / 261 , BCE in this minibatch:  5.915954113006592
Batch :  158 / 261 , BCE in this minibatch:  12.643094062805176
Batch :  159 / 261 , BCE in this minibatch:  6.179262638092041
Batch :  160 / 261 , BCE in this minibatch:  6.117791652679443
Batch :  161 / 261 , BCE in this minibatch:  8.502974510192871
Batch :  162 / 261 , BCE in this minibatch:  5.767879962921143
Batch :  163 / 261 , BCE in this minibatch:  6.453698635101318
Batch :  164 / 261 , BCE in this minibatch:  11.925419807434082
Batch :  165 / 261 , BCE in this minibatch:  6.2318115234375
Batch :  166 / 261 , BCE in this minibatch:  14.46524715423584
Batch :  167 / 261 , BCE in this minibatch:  8.965725898742676
Batch :  168 / 261 , BCE in this minibatch:  10.008097648620605
Batch :  169 / 261 , BCE in this minibatch:  11.53890609741211
Batch :  170 / 261 , BCE in this minibatch:  13.100667953491211
Batch :  171 / 261 , BCE in this minibatch:  31.334028244018555
Batch :  172 / 261 , BCE in this minibatch:  31.9099178314209
Batch :  173 / 261 , BCE in this minibatch:  11.379318237304688
Batch :  174 / 261 , BCE in this minibatch:  7.067339897155762
Batch :  175 / 261 , BCE in this minibatch:  6.190701007843018
Batch :  176 / 261 , BCE in this minibatch:  6.836307525634766
Batch :  177 / 261 , BCE in this minibatch:  6.932004928588867
Batch :  178 / 261 , BCE in this minibatch:  7.6969709396362305
Batch :  179 / 261 , BCE in this minibatch:  7.171462535858154
Batch :  180 / 261 , BCE in this minibatch:  7.366690158843994
Batch :  181 / 261 , BCE in this minibatch:  7.063004970550537
Batch :  182 / 261 , BCE in this minibatch:  5.731553077697754
Batch :  183 / 261 , BCE in this minibatch:  6.872624397277832
Batch :  184 / 261 , BCE in this minibatch:  10.94609546661377
Batch :  185 / 261 , BCE in this minibatch:  6.068320274353027
Batch :  186 / 261 , BCE in this minibatch:  11.778253555297852
Batch :  187 / 261 , BCE in this minibatch:  5.579904556274414
Batch :  188 / 261 , BCE in this minibatch:  6.3798651695251465
Batch :  189 / 261 , BCE in this minibatch:  5.682387351989746
Batch :  190 / 261 , BCE in this minibatch:  8.021929740905762
Batch :  191 / 261 , BCE in this minibatch:  10.794361114501953
Batch :  192 / 261 , BCE in this minibatch:  7.396229267120361
Batch :  193 / 261 , BCE in this minibatch:  7.855215072631836
Batch :  194 / 261 , BCE in this minibatch:  7.556213855743408
Batch :  195 / 261 , BCE in this minibatch:  4.711948394775391
Batch :  196 / 261 , BCE in this minibatch:  5.686343669891357
Batch :  197 / 261 , BCE in this minibatch:  5.670511722564697
Batch :  198 / 261 , BCE in this minibatch:  8.772736549377441
Batch :  199 / 261 , BCE in this minibatch:  6.46388578414917
Batch :  200 / 261 , BCE in this minibatch:  11.282854080200195
Batch :  201 / 261 , BCE in this minibatch:  9.109057426452637
Batch :  202 / 261 , BCE in this minibatch:  10.228734016418457
Batch :  203 / 261 , BCE in this minibatch:  7.763069152832031
Batch :  204 / 261 , BCE in this minibatch:  6.941956043243408
Batch :  205 / 261 , BCE in this minibatch:  6.53620719909668
Batch :  206 / 261 , BCE in this minibatch:  7.245856285095215
Batch :  207 / 261 , BCE in this minibatch:  7.22311544418335
Batch :  208 / 261 , BCE in this minibatch:  5.706749439239502
Batch :  209 / 261 , BCE in this minibatch:  7.246105194091797
Batch :  210 / 261 , BCE in this minibatch:  18.11282730102539
Batch :  211 / 261 , BCE in this minibatch:  21.135101318359375
Batch :  212 / 261 , BCE in this minibatch:  10.471296310424805
Batch :  213 / 261 , BCE in this minibatch:  16.598501205444336
Batch :  214 / 261 , BCE in this minibatch:  11.856945991516113
Batch :  215 / 261 , BCE in this minibatch:  4.398125171661377
Batch :  216 / 261 , BCE in this minibatch:  3.9338741302490234
Batch :  217 / 261 , BCE in this minibatch:  4.018426418304443
Batch :  218 / 261 , BCE in this minibatch:  6.3922834396362305
Batch :  219 / 261 , BCE in this minibatch:  6.543811321258545
Batch :  220 / 261 , BCE in this minibatch:  14.684663772583008
Batch :  221 / 261 , BCE in this minibatch:  8.495965003967285
Batch :  222 / 261 , BCE in this minibatch:  8.144944190979004
Batch :  223 / 261 , BCE in this minibatch:  5.262678623199463
Batch :  224 / 261 , BCE in this minibatch:  14.701521873474121
Batch :  225 / 261 , BCE in this minibatch:  25.38614845275879
Batch :  226 / 261 , BCE in this minibatch:  9.808161735534668
Batch :  227 / 261 , BCE in this minibatch:  5.942687511444092
Batch :  228 / 261 , BCE in this minibatch:  8.383447647094727
Batch :  229 / 261 , BCE in this minibatch:  7.619050979614258
Batch :  230 / 261 , BCE in this minibatch:  7.468937397003174
Batch :  231 / 261 , BCE in this minibatch:  8.203697204589844
Batch :  232 / 261 , BCE in this minibatch:  7.654784202575684
Batch :  233 / 261 , BCE in this minibatch:  8.282742500305176
Batch :  234 / 261 , BCE in this minibatch:  6.389477252960205
Batch :  235 / 261 , BCE in this minibatch:  8.33163833618164
Batch :  236 / 261 , BCE in this minibatch:  6.921371936798096
Batch :  237 / 261 , BCE in this minibatch:  5.783161163330078
Batch :  238 / 261 , BCE in this minibatch:  7.122131824493408
Batch :  239 / 261 , BCE in this minibatch:  5.862432956695557
Batch :  240 / 261 , BCE in this minibatch:  7.244255542755127
Batch :  241 / 261 , BCE in this minibatch:  5.575379848480225
Batch :  242 / 261 , BCE in this minibatch:  5.160440444946289
Batch :  243 / 261 , BCE in this minibatch:  4.242974281311035
Batch :  244 / 261 , BCE in this minibatch:  5.321758270263672
Batch :  245 / 261 , BCE in this minibatch:  8.032073974609375
Batch :  246 / 261 , BCE in this minibatch:  6.671921730041504
Batch :  247 / 261 , BCE in this minibatch:  8.09987735748291
Batch :  248 / 261 , BCE in this minibatch:  5.614691734313965
Batch :  249 / 261 , BCE in this minibatch:  8.554417610168457
Batch :  250 / 261 , BCE in this minibatch:  6.138514041900635
Batch :  251 / 261 , BCE in this minibatch:  4.954202175140381
Batch :  252 / 261 , BCE in this minibatch:  10.838577270507812
Batch :  253 / 261 , BCE in this minibatch:  11.976944923400879
Batch :  254 / 261 , BCE in this minibatch:  12.596314430236816
Batch :  255 / 261 , BCE in this minibatch:  6.70320463180542
Batch :  256 / 261 , BCE in this minibatch:  9.598433494567871
Batch :  257 / 261 , BCE in this minibatch:  10.152610778808594
Batch :  258 / 261 , BCE in this minibatch:  7.833678245544434
Batch :  259 / 261 , BCE in this minibatch:  5.977766036987305
Batch :  260 / 261 , BCE in this minibatch:  4.727927207946777
Batch :  261 / 261 , BCE in this minibatch:  4.164617538452148
epoch: 55  train_loss: 7.148691003806746
Batch :  1 / 261 , BCE in this minibatch:  3.8310229778289795
Batch :  2 / 261 , BCE in this minibatch:  4.7403106689453125
Batch :  3 / 261 , BCE in this minibatch:  4.755136013031006
Batch :  4 / 261 , BCE in this minibatch:  4.735506534576416
Batch :  5 / 261 , BCE in this minibatch:  5.235723495483398
Batch :  6 / 261 , BCE in this minibatch:  4.933288097381592
Batch :  7 / 261 , BCE in this minibatch:  5.444767475128174
Batch :  8 / 261 , BCE in this minibatch:  5.016393184661865
Batch :  9 / 261 , BCE in this minibatch:  4.138226509094238
Batch :  10 / 261 , BCE in this minibatch:  4.816034317016602
Batch :  11 / 261 , BCE in this minibatch:  4.404774188995361
Batch :  12 / 261 , BCE in this minibatch:  4.5170698165893555
Batch :  13 / 261 , BCE in this minibatch:  5.246455192565918
Batch :  14 / 261 , BCE in this minibatch:  5.173767566680908
Batch :  15 / 261 , BCE in this minibatch:  4.609496116638184
Batch :  16 / 261 , BCE in this minibatch:  5.026067733764648
Batch :  17 / 261 , BCE in this minibatch:  8.855216026306152
Batch :  18 / 261 , BCE in this minibatch:  4.86757230758667
Batch :  19 / 261 , BCE in this minibatch:  4.2599263191223145
Batch :  20 / 261 , BCE in this minibatch:  4.338365077972412
Batch :  21 / 261 , BCE in this minibatch:  4.229535102844238
Batch :  22 / 261 , BCE in this minibatch:  4.113462448120117
Batch :  23 / 261 , BCE in this minibatch:  3.8594212532043457
Batch :  24 / 261 , BCE in this minibatch:  5.1344804763793945
Batch :  25 / 261 , BCE in this minibatch:  5.370206356048584
Batch :  26 / 261 , BCE in this minibatch:  4.884949207305908
Batch :  27 / 261 , BCE in this minibatch:  3.503906011581421
Batch :  28 / 261 , BCE in this minibatch:  4.981485843658447
Batch :  29 / 261 , BCE in this minibatch:  4.164024829864502
Batch :  30 / 261 , BCE in this minibatch:  5.335554599761963
Batch :  31 / 261 , BCE in this minibatch:  4.0678019523620605
Batch :  32 / 261 , BCE in this minibatch:  4.407149791717529
Batch :  33 / 261 , BCE in this minibatch:  4.204075813293457
Batch :  34 / 261 , BCE in this minibatch:  3.4628307819366455
Batch :  35 / 261 , BCE in this minibatch:  6.732605934143066
Batch :  36 / 261 , BCE in this minibatch:  3.8737971782684326
Batch :  37 / 261 , BCE in this minibatch:  3.97096586227417
Batch :  38 / 261 , BCE in this minibatch:  3.6246609687805176
Batch :  39 / 261 , BCE in this minibatch:  4.021974086761475
Batch :  40 / 261 , BCE in this minibatch:  5.303215980529785
Batch :  41 / 261 , BCE in this minibatch:  4.5478692054748535
Batch :  42 / 261 , BCE in this minibatch:  6.261560440063477
Batch :  43 / 261 , BCE in this minibatch:  3.88079571723938
Batch :  44 / 261 , BCE in this minibatch:  5.515028476715088
Batch :  45 / 261 , BCE in this minibatch:  4.028383731842041
Batch :  46 / 261 , BCE in this minibatch:  5.006311416625977
Batch :  47 / 261 , BCE in this minibatch:  8.364374160766602
Batch :  48 / 261 , BCE in this minibatch:  4.965120792388916
Batch :  49 / 261 , BCE in this minibatch:  4.606612682342529
Batch :  50 / 261 , BCE in this minibatch:  8.790994644165039
Batch :  51 / 261 , BCE in this minibatch:  4.952696800231934
Batch :  52 / 261 , BCE in this minibatch:  4.932733535766602
Batch :  53 / 261 , BCE in this minibatch:  4.542656421661377
Batch :  54 / 261 , BCE in this minibatch:  6.9222564697265625
Batch :  55 / 261 , BCE in this minibatch:  5.842668056488037
Batch :  56 / 261 , BCE in this minibatch:  5.882077217102051
Batch :  57 / 261 , BCE in this minibatch:  4.469754695892334
Batch :  58 / 261 , BCE in this minibatch:  8.595584869384766
Batch :  59 / 261 , BCE in this minibatch:  4.878779411315918
Batch :  60 / 261 , BCE in this minibatch:  5.486204624176025
Batch :  61 / 261 , BCE in this minibatch:  4.779454231262207
Batch :  62 / 261 , BCE in this minibatch:  4.132854461669922
Batch :  63 / 261 , BCE in this minibatch:  4.082540988922119
Batch :  64 / 261 , BCE in this minibatch:  3.671860456466675
Batch :  65 / 261 , BCE in this minibatch:  5.31939172744751
Batch :  66 / 261 , BCE in this minibatch:  5.370434284210205
Batch :  67 / 261 , BCE in this minibatch:  7.213753700256348
Batch :  68 / 261 , BCE in this minibatch:  4.460587024688721
Batch :  69 / 261 , BCE in this minibatch:  6.416823863983154
Batch :  70 / 261 , BCE in this minibatch:  14.726231575012207
Batch :  71 / 261 , BCE in this minibatch:  5.275247097015381
Batch :  72 / 261 , BCE in this minibatch:  5.014145851135254
Batch :  73 / 261 , BCE in this minibatch:  13.758122444152832
Batch :  74 / 261 , BCE in this minibatch:  13.910404205322266
Batch :  75 / 261 , BCE in this minibatch:  5.382876396179199
Batch :  76 / 261 , BCE in this minibatch:  5.012206554412842
Batch :  77 / 261 , BCE in this minibatch:  6.156549453735352
Batch :  78 / 261 , BCE in this minibatch:  6.618346691131592
Batch :  79 / 261 , BCE in this minibatch:  4.51153564453125
Batch :  80 / 261 , BCE in this minibatch:  7.543946266174316
Batch :  81 / 261 , BCE in this minibatch:  6.035894393920898
Batch :  82 / 261 , BCE in this minibatch:  4.598491191864014
Batch :  83 / 261 , BCE in this minibatch:  9.226761817932129
Batch :  84 / 261 , BCE in this minibatch:  5.3304548263549805
Batch :  85 / 261 , BCE in this minibatch:  5.959285736083984
Batch :  86 / 261 , BCE in this minibatch:  7.341395378112793
Batch :  87 / 261 , BCE in this minibatch:  5.181159496307373
Batch :  88 / 261 , BCE in this minibatch:  6.007370948791504
Batch :  89 / 261 , BCE in this minibatch:  4.8436126708984375
Batch :  90 / 261 , BCE in this minibatch:  5.262002944946289
Batch :  91 / 261 , BCE in this minibatch:  4.066173076629639
Batch :  92 / 261 , BCE in this minibatch:  5.60540246963501
Batch :  93 / 261 , BCE in this minibatch:  7.939730644226074
Batch :  94 / 261 , BCE in this minibatch:  11.574365615844727
Batch :  95 / 261 , BCE in this minibatch:  8.454142570495605
Batch :  96 / 261 , BCE in this minibatch:  7.3846211433410645
Batch :  97 / 261 , BCE in this minibatch:  9.49531078338623
Batch :  98 / 261 , BCE in this minibatch:  5.374496936798096
Batch :  99 / 261 , BCE in this minibatch:  6.987731456756592
Batch :  100 / 261 , BCE in this minibatch:  11.621288299560547
Batch :  101 / 261 , BCE in this minibatch:  5.072866439819336
Batch :  102 / 261 , BCE in this minibatch:  4.798732280731201
Batch :  103 / 261 , BCE in this minibatch:  6.462801933288574
Batch :  104 / 261 , BCE in this minibatch:  5.2324323654174805
Batch :  105 / 261 , BCE in this minibatch:  8.908085823059082
Batch :  106 / 261 , BCE in this minibatch:  5.640815734863281
Batch :  107 / 261 , BCE in this minibatch:  5.818521499633789
Batch :  108 / 261 , BCE in this minibatch:  4.199103832244873
Batch :  109 / 261 , BCE in this minibatch:  5.999082088470459
Batch :  110 / 261 , BCE in this minibatch:  9.360272407531738
Batch :  111 / 261 , BCE in this minibatch:  5.526266574859619
Batch :  112 / 261 , BCE in this minibatch:  7.223968982696533
Batch :  113 / 261 , BCE in this minibatch:  7.50528621673584
Batch :  114 / 261 , BCE in this minibatch:  7.109721660614014
Batch :  115 / 261 , BCE in this minibatch:  7.283463954925537
Batch :  116 / 261 , BCE in this minibatch:  5.770106315612793
Batch :  117 / 261 , BCE in this minibatch:  7.865077972412109
Batch :  118 / 261 , BCE in this minibatch:  7.578673839569092
Batch :  119 / 261 , BCE in this minibatch:  6.771608829498291
Batch :  120 / 261 , BCE in this minibatch:  7.198054790496826
Batch :  121 / 261 , BCE in this minibatch:  5.041654586791992
Batch :  122 / 261 , BCE in this minibatch:  7.148066520690918
Batch :  123 / 261 , BCE in this minibatch:  6.936906337738037
Batch :  124 / 261 , BCE in this minibatch:  4.121992588043213
Batch :  125 / 261 , BCE in this minibatch:  15.687044143676758
Batch :  126 / 261 , BCE in this minibatch:  5.966793537139893
Batch :  127 / 261 , BCE in this minibatch:  4.091421127319336
Batch :  128 / 261 , BCE in this minibatch:  6.633271217346191
Batch :  129 / 261 , BCE in this minibatch:  4.023712635040283
Batch :  130 / 261 , BCE in this minibatch:  14.272868156433105
Batch :  131 / 261 , BCE in this minibatch:  7.560619831085205
Batch :  132 / 261 , BCE in this minibatch:  7.198408603668213
Batch :  133 / 261 , BCE in this minibatch:  14.651042938232422
Batch :  134 / 261 , BCE in this minibatch:  7.822265148162842
Batch :  135 / 261 , BCE in this minibatch:  6.388537406921387
Batch :  136 / 261 , BCE in this minibatch:  4.929261684417725
Batch :  137 / 261 , BCE in this minibatch:  9.580869674682617
Batch :  138 / 261 , BCE in this minibatch:  7.981761455535889
Batch :  139 / 261 , BCE in this minibatch:  5.387124538421631
Batch :  140 / 261 , BCE in this minibatch:  4.610907554626465
Batch :  141 / 261 , BCE in this minibatch:  6.2020745277404785
Batch :  142 / 261 , BCE in this minibatch:  7.3728346824646
Batch :  143 / 261 , BCE in this minibatch:  11.685961723327637
Batch :  144 / 261 , BCE in this minibatch:  7.986717224121094
Batch :  145 / 261 , BCE in this minibatch:  4.445221900939941
Batch :  146 / 261 , BCE in this minibatch:  7.126891613006592
Batch :  147 / 261 , BCE in this minibatch:  5.130571365356445
Batch :  148 / 261 , BCE in this minibatch:  5.448592185974121
Batch :  149 / 261 , BCE in this minibatch:  4.9561591148376465
Batch :  150 / 261 , BCE in this minibatch:  4.875453472137451
Batch :  151 / 261 , BCE in this minibatch:  4.4228339195251465
Batch :  152 / 261 , BCE in this minibatch:  6.9004645347595215
Batch :  153 / 261 , BCE in this minibatch:  5.248958587646484
Batch :  154 / 261 , BCE in this minibatch:  3.4939050674438477
Batch :  155 / 261 , BCE in this minibatch:  3.22021484375
Batch :  156 / 261 , BCE in this minibatch:  7.307070732116699
Batch :  157 / 261 , BCE in this minibatch:  5.918641090393066
Batch :  158 / 261 , BCE in this minibatch:  12.603282928466797
Batch :  159 / 261 , BCE in this minibatch:  6.178007125854492
Batch :  160 / 261 , BCE in this minibatch:  6.082307815551758
Batch :  161 / 261 , BCE in this minibatch:  8.48811149597168
Batch :  162 / 261 , BCE in this minibatch:  5.729922294616699
Batch :  163 / 261 , BCE in this minibatch:  6.437856674194336
Batch :  164 / 261 , BCE in this minibatch:  11.941351890563965
Batch :  165 / 261 , BCE in this minibatch:  6.197786808013916
Batch :  166 / 261 , BCE in this minibatch:  14.379725456237793
Batch :  167 / 261 , BCE in this minibatch:  8.923161506652832
Batch :  168 / 261 , BCE in this minibatch:  10.035087585449219
Batch :  169 / 261 , BCE in this minibatch:  11.509028434753418
Batch :  170 / 261 , BCE in this minibatch:  13.039738655090332
Batch :  171 / 261 , BCE in this minibatch:  31.140247344970703
Batch :  172 / 261 , BCE in this minibatch:  31.76250648498535
Batch :  173 / 261 , BCE in this minibatch:  11.32536506652832
Batch :  174 / 261 , BCE in this minibatch:  7.018043041229248
Batch :  175 / 261 , BCE in this minibatch:  6.071599006652832
Batch :  176 / 261 , BCE in this minibatch:  6.7417521476745605
Batch :  177 / 261 , BCE in this minibatch:  6.8843674659729
Batch :  178 / 261 , BCE in this minibatch:  7.67392110824585
Batch :  179 / 261 , BCE in this minibatch:  7.193212509155273
Batch :  180 / 261 , BCE in this minibatch:  7.346249103546143
Batch :  181 / 261 , BCE in this minibatch:  7.022136688232422
Batch :  182 / 261 , BCE in this minibatch:  5.760959148406982
Batch :  183 / 261 , BCE in this minibatch:  6.828516960144043
Batch :  184 / 261 , BCE in this minibatch:  10.867481231689453
Batch :  185 / 261 , BCE in this minibatch:  6.066296100616455
Batch :  186 / 261 , BCE in this minibatch:  11.612491607666016
Batch :  187 / 261 , BCE in this minibatch:  5.521955966949463
Batch :  188 / 261 , BCE in this minibatch:  6.412900924682617
Batch :  189 / 261 , BCE in this minibatch:  5.69210147857666
Batch :  190 / 261 , BCE in this minibatch:  8.041791915893555
Batch :  191 / 261 , BCE in this minibatch:  10.710994720458984
Batch :  192 / 261 , BCE in this minibatch:  7.378236293792725
Batch :  193 / 261 , BCE in this minibatch:  7.807869911193848
Batch :  194 / 261 , BCE in this minibatch:  7.564006328582764
Batch :  195 / 261 , BCE in this minibatch:  4.680750846862793
Batch :  196 / 261 , BCE in this minibatch:  5.709129810333252
Batch :  197 / 261 , BCE in this minibatch:  5.587696552276611
Batch :  198 / 261 , BCE in this minibatch:  8.786656379699707
Batch :  199 / 261 , BCE in this minibatch:  6.4460344314575195
Batch :  200 / 261 , BCE in this minibatch:  11.293407440185547
Batch :  201 / 261 , BCE in this minibatch:  9.117984771728516
Batch :  202 / 261 , BCE in this minibatch:  10.186262130737305
Batch :  203 / 261 , BCE in this minibatch:  7.7672038078308105
Batch :  204 / 261 , BCE in this minibatch:  6.844462871551514
Batch :  205 / 261 , BCE in this minibatch:  6.577320098876953
Batch :  206 / 261 , BCE in this minibatch:  7.203540325164795
Batch :  207 / 261 , BCE in this minibatch:  7.153123378753662
Batch :  208 / 261 , BCE in this minibatch:  5.672313690185547
Batch :  209 / 261 , BCE in this minibatch:  7.223466873168945
Batch :  210 / 261 , BCE in this minibatch:  18.077756881713867
Batch :  211 / 261 , BCE in this minibatch:  20.988239288330078
Batch :  212 / 261 , BCE in this minibatch:  10.494388580322266
Batch :  213 / 261 , BCE in this minibatch:  16.584941864013672
Batch :  214 / 261 , BCE in this minibatch:  11.77894115447998
Batch :  215 / 261 , BCE in this minibatch:  4.305462837219238
Batch :  216 / 261 , BCE in this minibatch:  3.8934378623962402
Batch :  217 / 261 , BCE in this minibatch:  3.9975314140319824
Batch :  218 / 261 , BCE in this minibatch:  6.334640026092529
Batch :  219 / 261 , BCE in this minibatch:  6.471537113189697
Batch :  220 / 261 , BCE in this minibatch:  14.557855606079102
Batch :  221 / 261 , BCE in this minibatch:  8.486042022705078
Batch :  222 / 261 , BCE in this minibatch:  8.252105712890625
Batch :  223 / 261 , BCE in this minibatch:  5.283586502075195
Batch :  224 / 261 , BCE in this minibatch:  14.617480278015137
Batch :  225 / 261 , BCE in this minibatch:  25.268234252929688
Batch :  226 / 261 , BCE in this minibatch:  9.846522331237793
Batch :  227 / 261 , BCE in this minibatch:  5.9415764808654785
Batch :  228 / 261 , BCE in this minibatch:  8.398343086242676
Batch :  229 / 261 , BCE in this minibatch:  7.5816330909729
Batch :  230 / 261 , BCE in this minibatch:  7.455626010894775
Batch :  231 / 261 , BCE in this minibatch:  8.188633918762207
Batch :  232 / 261 , BCE in this minibatch:  7.790652751922607
Batch :  233 / 261 , BCE in this minibatch:  8.312105178833008
Batch :  234 / 261 , BCE in this minibatch:  6.367918968200684
Batch :  235 / 261 , BCE in this minibatch:  8.387293815612793
Batch :  236 / 261 , BCE in this minibatch:  6.8950629234313965
Batch :  237 / 261 , BCE in this minibatch:  5.776356220245361
Batch :  238 / 261 , BCE in this minibatch:  7.180582046508789
Batch :  239 / 261 , BCE in this minibatch:  5.9104461669921875
Batch :  240 / 261 , BCE in this minibatch:  7.212693691253662
Batch :  241 / 261 , BCE in this minibatch:  5.595810413360596
Batch :  242 / 261 , BCE in this minibatch:  5.163768291473389
Batch :  243 / 261 , BCE in this minibatch:  4.244600296020508
Batch :  244 / 261 , BCE in this minibatch:  5.245479106903076
Batch :  245 / 261 , BCE in this minibatch:  8.069973945617676
Batch :  246 / 261 , BCE in this minibatch:  6.636503219604492
Batch :  247 / 261 , BCE in this minibatch:  8.050458908081055
Batch :  248 / 261 , BCE in this minibatch:  5.598505973815918
Batch :  249 / 261 , BCE in this minibatch:  8.5330810546875
Batch :  250 / 261 , BCE in this minibatch:  6.123276233673096
Batch :  251 / 261 , BCE in this minibatch:  4.95676326751709
Batch :  252 / 261 , BCE in this minibatch:  10.808398246765137
Batch :  253 / 261 , BCE in this minibatch:  11.880537033081055
Batch :  254 / 261 , BCE in this minibatch:  12.447046279907227
Batch :  255 / 261 , BCE in this minibatch:  6.667840957641602
Batch :  256 / 261 , BCE in this minibatch:  9.59296703338623
Batch :  257 / 261 , BCE in this minibatch:  10.073419570922852
Batch :  258 / 261 , BCE in this minibatch:  7.810416221618652
Batch :  259 / 261 , BCE in this minibatch:  5.945427417755127
Batch :  260 / 261 , BCE in this minibatch:  4.692153453826904
Batch :  261 / 261 , BCE in this minibatch:  4.155157566070557
epoch: 56  train_loss: 7.12866540156105
Batch :  1 / 261 , BCE in this minibatch:  3.810471534729004
Batch :  2 / 261 , BCE in this minibatch:  4.7303876876831055
Batch :  3 / 261 , BCE in this minibatch:  4.727608680725098
Batch :  4 / 261 , BCE in this minibatch:  4.790176868438721
Batch :  5 / 261 , BCE in this minibatch:  5.231635093688965
Batch :  6 / 261 , BCE in this minibatch:  4.955955982208252
Batch :  7 / 261 , BCE in this minibatch:  5.449200630187988
Batch :  8 / 261 , BCE in this minibatch:  4.9620208740234375
Batch :  9 / 261 , BCE in this minibatch:  4.149903774261475
Batch :  10 / 261 , BCE in this minibatch:  4.812053203582764
Batch :  11 / 261 , BCE in this minibatch:  4.357086658477783
Batch :  12 / 261 , BCE in this minibatch:  4.54189920425415
Batch :  13 / 261 , BCE in this minibatch:  5.192060470581055
Batch :  14 / 261 , BCE in this minibatch:  5.141664981842041
Batch :  15 / 261 , BCE in this minibatch:  4.627147674560547
Batch :  16 / 261 , BCE in this minibatch:  4.983732223510742
Batch :  17 / 261 , BCE in this minibatch:  8.89869499206543
Batch :  18 / 261 , BCE in this minibatch:  4.887057781219482
Batch :  19 / 261 , BCE in this minibatch:  4.264932632446289
Batch :  20 / 261 , BCE in this minibatch:  4.303254127502441
Batch :  21 / 261 , BCE in this minibatch:  4.197192192077637
Batch :  22 / 261 , BCE in this minibatch:  4.059886455535889
Batch :  23 / 261 , BCE in this minibatch:  3.8294517993927
Batch :  24 / 261 , BCE in this minibatch:  5.216876029968262
Batch :  25 / 261 , BCE in this minibatch:  5.317412853240967
Batch :  26 / 261 , BCE in this minibatch:  4.862926959991455
Batch :  27 / 261 , BCE in this minibatch:  3.501159191131592
Batch :  28 / 261 , BCE in this minibatch:  4.994481086730957
Batch :  29 / 261 , BCE in this minibatch:  4.169666767120361
Batch :  30 / 261 , BCE in this minibatch:  5.3152079582214355
Batch :  31 / 261 , BCE in this minibatch:  4.076035976409912
Batch :  32 / 261 , BCE in this minibatch:  4.408923149108887
Batch :  33 / 261 , BCE in this minibatch:  4.2160539627075195
Batch :  34 / 261 , BCE in this minibatch:  3.4391067028045654
Batch :  35 / 261 , BCE in this minibatch:  6.738300323486328
Batch :  36 / 261 , BCE in this minibatch:  3.833214044570923
Batch :  37 / 261 , BCE in this minibatch:  3.9408042430877686
Batch :  38 / 261 , BCE in this minibatch:  3.642106056213379
Batch :  39 / 261 , BCE in this minibatch:  4.04326868057251
Batch :  40 / 261 , BCE in this minibatch:  5.289475440979004
Batch :  41 / 261 , BCE in this minibatch:  4.537116050720215
Batch :  42 / 261 , BCE in this minibatch:  6.221439838409424
Batch :  43 / 261 , BCE in this minibatch:  3.907986879348755
Batch :  44 / 261 , BCE in this minibatch:  5.525147438049316
Batch :  45 / 261 , BCE in this minibatch:  4.016118049621582
Batch :  46 / 261 , BCE in this minibatch:  5.0360026359558105
Batch :  47 / 261 , BCE in this minibatch:  8.344202995300293
Batch :  48 / 261 , BCE in this minibatch:  4.930541038513184
Batch :  49 / 261 , BCE in this minibatch:  4.559552192687988
Batch :  50 / 261 , BCE in this minibatch:  8.79100513458252
Batch :  51 / 261 , BCE in this minibatch:  4.9488348960876465
Batch :  52 / 261 , BCE in this minibatch:  4.920411109924316
Batch :  53 / 261 , BCE in this minibatch:  4.514426231384277
Batch :  54 / 261 , BCE in this minibatch:  6.935181617736816
Batch :  55 / 261 , BCE in this minibatch:  5.86112117767334
Batch :  56 / 261 , BCE in this minibatch:  5.918932914733887
Batch :  57 / 261 , BCE in this minibatch:  4.478231430053711
Batch :  58 / 261 , BCE in this minibatch:  8.591207504272461
Batch :  59 / 261 , BCE in this minibatch:  4.909859657287598
Batch :  60 / 261 , BCE in this minibatch:  5.477138996124268
Batch :  61 / 261 , BCE in this minibatch:  4.774266719818115
Batch :  62 / 261 , BCE in this minibatch:  4.15546989440918
Batch :  63 / 261 , BCE in this minibatch:  4.063117980957031
Batch :  64 / 261 , BCE in this minibatch:  3.6387922763824463
Batch :  65 / 261 , BCE in this minibatch:  5.304219722747803
Batch :  66 / 261 , BCE in this minibatch:  5.307121753692627
Batch :  67 / 261 , BCE in this minibatch:  7.253651142120361
Batch :  68 / 261 , BCE in this minibatch:  4.486467361450195
Batch :  69 / 261 , BCE in this minibatch:  6.423320293426514
Batch :  70 / 261 , BCE in this minibatch:  14.665228843688965
Batch :  71 / 261 , BCE in this minibatch:  5.259725570678711
Batch :  72 / 261 , BCE in this minibatch:  5.007646083831787
Batch :  73 / 261 , BCE in this minibatch:  13.708724975585938
Batch :  74 / 261 , BCE in this minibatch:  13.83212947845459
Batch :  75 / 261 , BCE in this minibatch:  5.379106521606445
Batch :  76 / 261 , BCE in this minibatch:  5.054100036621094
Batch :  77 / 261 , BCE in this minibatch:  6.066568374633789
Batch :  78 / 261 , BCE in this minibatch:  6.661480903625488
Batch :  79 / 261 , BCE in this minibatch:  4.485691070556641
Batch :  80 / 261 , BCE in this minibatch:  7.477096080780029
Batch :  81 / 261 , BCE in this minibatch:  6.024478912353516
Batch :  82 / 261 , BCE in this minibatch:  4.509672164916992
Batch :  83 / 261 , BCE in this minibatch:  9.188468933105469
Batch :  84 / 261 , BCE in this minibatch:  5.316462993621826
Batch :  85 / 261 , BCE in this minibatch:  5.93369722366333
Batch :  86 / 261 , BCE in this minibatch:  7.309834003448486
Batch :  87 / 261 , BCE in this minibatch:  5.130422592163086
Batch :  88 / 261 , BCE in this minibatch:  6.004059314727783
Batch :  89 / 261 , BCE in this minibatch:  4.868435382843018
Batch :  90 / 261 , BCE in this minibatch:  5.261454105377197
Batch :  91 / 261 , BCE in this minibatch:  4.038477420806885
Batch :  92 / 261 , BCE in this minibatch:  5.581621170043945
Batch :  93 / 261 , BCE in this minibatch:  7.941542625427246
Batch :  94 / 261 , BCE in this minibatch:  11.517086029052734
Batch :  95 / 261 , BCE in this minibatch:  8.410093307495117
Batch :  96 / 261 , BCE in this minibatch:  7.407858371734619
Batch :  97 / 261 , BCE in this minibatch:  9.558382987976074
Batch :  98 / 261 , BCE in this minibatch:  5.401481628417969
Batch :  99 / 261 , BCE in this minibatch:  6.925498008728027
Batch :  100 / 261 , BCE in this minibatch:  11.669635772705078
Batch :  101 / 261 , BCE in this minibatch:  5.10205078125
Batch :  102 / 261 , BCE in this minibatch:  4.75044059753418
Batch :  103 / 261 , BCE in this minibatch:  6.590012550354004
Batch :  104 / 261 , BCE in this minibatch:  5.190121173858643
Batch :  105 / 261 , BCE in this minibatch:  8.93896770477295
Batch :  106 / 261 , BCE in this minibatch:  5.570165157318115
Batch :  107 / 261 , BCE in this minibatch:  5.81054162979126
Batch :  108 / 261 , BCE in this minibatch:  4.181275367736816
Batch :  109 / 261 , BCE in this minibatch:  5.961572170257568
Batch :  110 / 261 , BCE in this minibatch:  9.360151290893555
Batch :  111 / 261 , BCE in this minibatch:  5.5005645751953125
Batch :  112 / 261 , BCE in this minibatch:  7.2067060470581055
Batch :  113 / 261 , BCE in this minibatch:  7.552626132965088
Batch :  114 / 261 , BCE in this minibatch:  7.133011817932129
Batch :  115 / 261 , BCE in this minibatch:  7.25595760345459
Batch :  116 / 261 , BCE in this minibatch:  5.7749738693237305
Batch :  117 / 261 , BCE in this minibatch:  7.78118371963501
Batch :  118 / 261 , BCE in this minibatch:  7.533588886260986
Batch :  119 / 261 , BCE in this minibatch:  6.784571647644043
Batch :  120 / 261 , BCE in this minibatch:  7.18187952041626
Batch :  121 / 261 , BCE in this minibatch:  5.016560077667236
Batch :  122 / 261 , BCE in this minibatch:  7.128803730010986
Batch :  123 / 261 , BCE in this minibatch:  6.91211462020874
Batch :  124 / 261 , BCE in this minibatch:  4.166335105895996
Batch :  125 / 261 , BCE in this minibatch:  15.609917640686035
Batch :  126 / 261 , BCE in this minibatch:  5.980945110321045
Batch :  127 / 261 , BCE in this minibatch:  4.081837177276611
Batch :  128 / 261 , BCE in this minibatch:  6.617348670959473
Batch :  129 / 261 , BCE in this minibatch:  3.9361276626586914
Batch :  130 / 261 , BCE in this minibatch:  14.294068336486816
Batch :  131 / 261 , BCE in this minibatch:  7.587689399719238
Batch :  132 / 261 , BCE in this minibatch:  7.208168029785156
Batch :  133 / 261 , BCE in this minibatch:  14.563530921936035
Batch :  134 / 261 , BCE in this minibatch:  7.818727493286133
Batch :  135 / 261 , BCE in this minibatch:  6.306509971618652
Batch :  136 / 261 , BCE in this minibatch:  4.824260711669922
Batch :  137 / 261 , BCE in this minibatch:  9.525480270385742
Batch :  138 / 261 , BCE in this minibatch:  7.9081339836120605
Batch :  139 / 261 , BCE in this minibatch:  5.336789608001709
Batch :  140 / 261 , BCE in this minibatch:  4.5509209632873535
Batch :  141 / 261 , BCE in this minibatch:  6.162984371185303
Batch :  142 / 261 , BCE in this minibatch:  7.288295745849609
Batch :  143 / 261 , BCE in this minibatch:  11.577621459960938
Batch :  144 / 261 , BCE in this minibatch:  7.948460102081299
Batch :  145 / 261 , BCE in this minibatch:  4.502862453460693
Batch :  146 / 261 , BCE in this minibatch:  7.101700305938721
Batch :  147 / 261 , BCE in this minibatch:  5.155389785766602
Batch :  148 / 261 , BCE in this minibatch:  5.467424392700195
Batch :  149 / 261 , BCE in this minibatch:  4.984488010406494
Batch :  150 / 261 , BCE in this minibatch:  4.8953938484191895
Batch :  151 / 261 , BCE in this minibatch:  4.435450553894043
Batch :  152 / 261 , BCE in this minibatch:  6.858215808868408
Batch :  153 / 261 , BCE in this minibatch:  5.223329067230225
Batch :  154 / 261 , BCE in this minibatch:  3.5575618743896484
Batch :  155 / 261 , BCE in this minibatch:  3.2336342334747314
Batch :  156 / 261 , BCE in this minibatch:  7.318392276763916
Batch :  157 / 261 , BCE in this minibatch:  5.891355514526367
Batch :  158 / 261 , BCE in this minibatch:  12.439777374267578
Batch :  159 / 261 , BCE in this minibatch:  6.122762203216553
Batch :  160 / 261 , BCE in this minibatch:  6.091273784637451
Batch :  161 / 261 , BCE in this minibatch:  8.418939590454102
Batch :  162 / 261 , BCE in this minibatch:  5.775726795196533
Batch :  163 / 261 , BCE in this minibatch:  6.445636749267578
Batch :  164 / 261 , BCE in this minibatch:  11.801125526428223
Batch :  165 / 261 , BCE in this minibatch:  6.20030403137207
Batch :  166 / 261 , BCE in this minibatch:  14.340271949768066
Batch :  167 / 261 , BCE in this minibatch:  8.907498359680176
Batch :  168 / 261 , BCE in this minibatch:  9.912479400634766
Batch :  169 / 261 , BCE in this minibatch:  11.548672676086426
Batch :  170 / 261 , BCE in this minibatch:  13.0545015335083
Batch :  171 / 261 , BCE in this minibatch:  31.169153213500977
Batch :  172 / 261 , BCE in this minibatch:  31.851346969604492
Batch :  173 / 261 , BCE in this minibatch:  11.296403884887695
Batch :  174 / 261 , BCE in this minibatch:  7.004865646362305
Batch :  175 / 261 , BCE in this minibatch:  6.0503315925598145
Batch :  176 / 261 , BCE in this minibatch:  6.774021625518799
Batch :  177 / 261 , BCE in this minibatch:  6.783093452453613
Batch :  178 / 261 , BCE in this minibatch:  7.628645420074463
Batch :  179 / 261 , BCE in this minibatch:  7.1216912269592285
Batch :  180 / 261 , BCE in this minibatch:  7.346165180206299
Batch :  181 / 261 , BCE in this minibatch:  6.997359752655029
Batch :  182 / 261 , BCE in this minibatch:  5.7569122314453125
Batch :  183 / 261 , BCE in this minibatch:  6.763470649719238
Batch :  184 / 261 , BCE in this minibatch:  10.843427658081055
Batch :  185 / 261 , BCE in this minibatch:  6.052077770233154
Batch :  186 / 261 , BCE in this minibatch:  11.594242095947266
Batch :  187 / 261 , BCE in this minibatch:  5.526710033416748
Batch :  188 / 261 , BCE in this minibatch:  6.38726806640625
Batch :  189 / 261 , BCE in this minibatch:  5.718451976776123
Batch :  190 / 261 , BCE in this minibatch:  8.011635780334473
Batch :  191 / 261 , BCE in this minibatch:  10.701848983764648
Batch :  192 / 261 , BCE in this minibatch:  7.361602306365967
Batch :  193 / 261 , BCE in this minibatch:  7.776534080505371
Batch :  194 / 261 , BCE in this minibatch:  7.511990070343018
Batch :  195 / 261 , BCE in this minibatch:  4.687182903289795
Batch :  196 / 261 , BCE in this minibatch:  5.647924423217773
Batch :  197 / 261 , BCE in this minibatch:  5.622878074645996
Batch :  198 / 261 , BCE in this minibatch:  8.753504753112793
Batch :  199 / 261 , BCE in this minibatch:  6.462457656860352
Batch :  200 / 261 , BCE in this minibatch:  11.272085189819336
Batch :  201 / 261 , BCE in this minibatch:  9.070510864257812
Batch :  202 / 261 , BCE in this minibatch:  10.116718292236328
Batch :  203 / 261 , BCE in this minibatch:  7.744551181793213
Batch :  204 / 261 , BCE in this minibatch:  6.834305286407471
Batch :  205 / 261 , BCE in this minibatch:  6.521012306213379
Batch :  206 / 261 , BCE in this minibatch:  7.180911064147949
Batch :  207 / 261 , BCE in this minibatch:  7.135115146636963
Batch :  208 / 261 , BCE in this minibatch:  5.697118282318115
Batch :  209 / 261 , BCE in this minibatch:  7.179751873016357
Batch :  210 / 261 , BCE in this minibatch:  17.922101974487305
Batch :  211 / 261 , BCE in this minibatch:  20.8497257232666
Batch :  212 / 261 , BCE in this minibatch:  10.450294494628906
Batch :  213 / 261 , BCE in this minibatch:  16.461633682250977
Batch :  214 / 261 , BCE in this minibatch:  11.769932746887207
Batch :  215 / 261 , BCE in this minibatch:  4.277401447296143
Batch :  216 / 261 , BCE in this minibatch:  3.8569109439849854
Batch :  217 / 261 , BCE in this minibatch:  3.968611478805542
Batch :  218 / 261 , BCE in this minibatch:  6.378619194030762
Batch :  219 / 261 , BCE in this minibatch:  6.4616923332214355
Batch :  220 / 261 , BCE in this minibatch:  14.630322456359863
Batch :  221 / 261 , BCE in this minibatch:  8.48247241973877
Batch :  222 / 261 , BCE in this minibatch:  8.174349784851074
Batch :  223 / 261 , BCE in this minibatch:  5.143770694732666
Batch :  224 / 261 , BCE in this minibatch:  14.63183307647705
Batch :  225 / 261 , BCE in this minibatch:  25.210981369018555
Batch :  226 / 261 , BCE in this minibatch:  9.899834632873535
Batch :  227 / 261 , BCE in this minibatch:  5.895679473876953
Batch :  228 / 261 , BCE in this minibatch:  8.387714385986328
Batch :  229 / 261 , BCE in this minibatch:  7.580796718597412
Batch :  230 / 261 , BCE in this minibatch:  7.458521366119385
Batch :  231 / 261 , BCE in this minibatch:  8.093873977661133
Batch :  232 / 261 , BCE in this minibatch:  7.627018928527832
Batch :  233 / 261 , BCE in this minibatch:  8.255505561828613
Batch :  234 / 261 , BCE in this minibatch:  6.413453578948975
Batch :  235 / 261 , BCE in this minibatch:  8.338218688964844
Batch :  236 / 261 , BCE in this minibatch:  6.7722272872924805
Batch :  237 / 261 , BCE in this minibatch:  5.775174140930176
Batch :  238 / 261 , BCE in this minibatch:  7.158144950866699
Batch :  239 / 261 , BCE in this minibatch:  5.932222843170166
Batch :  240 / 261 , BCE in this minibatch:  7.1587300300598145
Batch :  241 / 261 , BCE in this minibatch:  5.583713054656982
Batch :  242 / 261 , BCE in this minibatch:  5.116397857666016
Batch :  243 / 261 , BCE in this minibatch:  4.250751495361328
Batch :  244 / 261 , BCE in this minibatch:  5.357779026031494
Batch :  245 / 261 , BCE in this minibatch:  8.077288627624512
Batch :  246 / 261 , BCE in this minibatch:  6.607515811920166
Batch :  247 / 261 , BCE in this minibatch:  8.057531356811523
Batch :  248 / 261 , BCE in this minibatch:  5.502366065979004
Batch :  249 / 261 , BCE in this minibatch:  8.519923210144043
Batch :  250 / 261 , BCE in this minibatch:  6.051833629608154
Batch :  251 / 261 , BCE in this minibatch:  4.96172571182251
Batch :  252 / 261 , BCE in this minibatch:  10.739710807800293
Batch :  253 / 261 , BCE in this minibatch:  11.757119178771973
Batch :  254 / 261 , BCE in this minibatch:  12.557282447814941
Batch :  255 / 261 , BCE in this minibatch:  6.649648666381836
Batch :  256 / 261 , BCE in this minibatch:  9.580371856689453
Batch :  257 / 261 , BCE in this minibatch:  10.107361793518066
Batch :  258 / 261 , BCE in this minibatch:  7.789793491363525
Batch :  259 / 261 , BCE in this minibatch:  5.911372184753418
Batch :  260 / 261 , BCE in this minibatch:  4.67170524597168
Batch :  261 / 261 , BCE in this minibatch:  4.140068054199219
epoch: 57  train_loss: 7.110712678953149
Batch :  1 / 261 , BCE in this minibatch:  3.7737324237823486
Batch :  2 / 261 , BCE in this minibatch:  4.683037757873535
Batch :  3 / 261 , BCE in this minibatch:  4.726805686950684
Batch :  4 / 261 , BCE in this minibatch:  4.7502899169921875
Batch :  5 / 261 , BCE in this minibatch:  5.220941066741943
Batch :  6 / 261 , BCE in this minibatch:  4.892730236053467
Batch :  7 / 261 , BCE in this minibatch:  5.399747371673584
Batch :  8 / 261 , BCE in this minibatch:  4.954684734344482
Batch :  9 / 261 , BCE in this minibatch:  4.1063947677612305
Batch :  10 / 261 , BCE in this minibatch:  4.777386665344238
Batch :  11 / 261 , BCE in this minibatch:  4.311349391937256
Batch :  12 / 261 , BCE in this minibatch:  4.466035842895508
Batch :  13 / 261 , BCE in this minibatch:  5.22428035736084
Batch :  14 / 261 , BCE in this minibatch:  5.13654088973999
Batch :  15 / 261 , BCE in this minibatch:  4.630033016204834
Batch :  16 / 261 , BCE in this minibatch:  4.975391387939453
Batch :  17 / 261 , BCE in this minibatch:  8.799304008483887
Batch :  18 / 261 , BCE in this minibatch:  4.882638931274414
Batch :  19 / 261 , BCE in this minibatch:  4.26893424987793
Batch :  20 / 261 , BCE in this minibatch:  4.2621169090271
Batch :  21 / 261 , BCE in this minibatch:  4.235087871551514
Batch :  22 / 261 , BCE in this minibatch:  4.022329807281494
Batch :  23 / 261 , BCE in this minibatch:  3.7989561557769775
Batch :  24 / 261 , BCE in this minibatch:  5.118622779846191
Batch :  25 / 261 , BCE in this minibatch:  5.31968879699707
Batch :  26 / 261 , BCE in this minibatch:  4.831782341003418
Batch :  27 / 261 , BCE in this minibatch:  3.482175827026367
Batch :  28 / 261 , BCE in this minibatch:  4.947706699371338
Batch :  29 / 261 , BCE in this minibatch:  4.128255844116211
Batch :  30 / 261 , BCE in this minibatch:  5.336730003356934
Batch :  31 / 261 , BCE in this minibatch:  4.057316303253174
Batch :  32 / 261 , BCE in this minibatch:  4.371100425720215
Batch :  33 / 261 , BCE in this minibatch:  4.198121547698975
Batch :  34 / 261 , BCE in this minibatch:  3.4516794681549072
Batch :  35 / 261 , BCE in this minibatch:  6.76463508605957
Batch :  36 / 261 , BCE in this minibatch:  3.87723445892334
Batch :  37 / 261 , BCE in this minibatch:  3.955120086669922
Batch :  38 / 261 , BCE in this minibatch:  3.607419967651367
Batch :  39 / 261 , BCE in this minibatch:  3.997166156768799
Batch :  40 / 261 , BCE in this minibatch:  5.233002662658691
Batch :  41 / 261 , BCE in this minibatch:  4.516481399536133
Batch :  42 / 261 , BCE in this minibatch:  6.210465908050537
Batch :  43 / 261 , BCE in this minibatch:  3.8974130153656006
Batch :  44 / 261 , BCE in this minibatch:  5.533830642700195
Batch :  45 / 261 , BCE in this minibatch:  3.986140727996826
Batch :  46 / 261 , BCE in this minibatch:  5.019931793212891
Batch :  47 / 261 , BCE in this minibatch:  8.314452171325684
Batch :  48 / 261 , BCE in this minibatch:  4.966232776641846
Batch :  49 / 261 , BCE in this minibatch:  4.553011417388916
Batch :  50 / 261 , BCE in this minibatch:  8.78101921081543
Batch :  51 / 261 , BCE in this minibatch:  4.8916239738464355
Batch :  52 / 261 , BCE in this minibatch:  4.864623546600342
Batch :  53 / 261 , BCE in this minibatch:  4.519937038421631
Batch :  54 / 261 , BCE in this minibatch:  6.9123053550720215
Batch :  55 / 261 , BCE in this minibatch:  5.826513767242432
Batch :  56 / 261 , BCE in this minibatch:  5.8641815185546875
Batch :  57 / 261 , BCE in this minibatch:  4.44183349609375
Batch :  58 / 261 , BCE in this minibatch:  8.563237190246582
Batch :  59 / 261 , BCE in this minibatch:  4.906595230102539
Batch :  60 / 261 , BCE in this minibatch:  5.420155048370361
Batch :  61 / 261 , BCE in this minibatch:  4.73167085647583
Batch :  62 / 261 , BCE in this minibatch:  4.1684956550598145
Batch :  63 / 261 , BCE in this minibatch:  4.00160551071167
Batch :  64 / 261 , BCE in this minibatch:  3.6670498847961426
Batch :  65 / 261 , BCE in this minibatch:  5.313653469085693
Batch :  66 / 261 , BCE in this minibatch:  5.378787040710449
Batch :  67 / 261 , BCE in this minibatch:  7.174716949462891
Batch :  68 / 261 , BCE in this minibatch:  4.4208292961120605
Batch :  69 / 261 , BCE in this minibatch:  6.405379772186279
Batch :  70 / 261 , BCE in this minibatch:  14.625908851623535
Batch :  71 / 261 , BCE in this minibatch:  5.262433052062988
Batch :  72 / 261 , BCE in this minibatch:  4.948863506317139
Batch :  73 / 261 , BCE in this minibatch:  13.630459785461426
Batch :  74 / 261 , BCE in this minibatch:  13.756983757019043
Batch :  75 / 261 , BCE in this minibatch:  5.349137783050537
Batch :  76 / 261 , BCE in this minibatch:  5.0038957595825195
Batch :  77 / 261 , BCE in this minibatch:  6.122771263122559
Batch :  78 / 261 , BCE in this minibatch:  6.5789570808410645
Batch :  79 / 261 , BCE in this minibatch:  4.457621097564697
Batch :  80 / 261 , BCE in this minibatch:  7.472419261932373
Batch :  81 / 261 , BCE in this minibatch:  6.0426554679870605
Batch :  82 / 261 , BCE in this minibatch:  4.561166286468506
Batch :  83 / 261 , BCE in this minibatch:  9.073878288269043
Batch :  84 / 261 , BCE in this minibatch:  5.3223876953125
Batch :  85 / 261 , BCE in this minibatch:  5.914356231689453
Batch :  86 / 261 , BCE in this minibatch:  7.27385950088501
Batch :  87 / 261 , BCE in this minibatch:  5.132611274719238
Batch :  88 / 261 , BCE in this minibatch:  5.989630222320557
Batch :  89 / 261 , BCE in this minibatch:  4.871537685394287
Batch :  90 / 261 , BCE in this minibatch:  5.2777018547058105
Batch :  91 / 261 , BCE in this minibatch:  4.0387725830078125
Batch :  92 / 261 , BCE in this minibatch:  5.559940338134766
Batch :  93 / 261 , BCE in this minibatch:  7.9019551277160645
Batch :  94 / 261 , BCE in this minibatch:  11.526453018188477
Batch :  95 / 261 , BCE in this minibatch:  8.377018928527832
Batch :  96 / 261 , BCE in this minibatch:  7.396725177764893
Batch :  97 / 261 , BCE in this minibatch:  9.512544631958008
Batch :  98 / 261 , BCE in this minibatch:  5.373366355895996
Batch :  99 / 261 , BCE in this minibatch:  6.947554111480713
Batch :  100 / 261 , BCE in this minibatch:  11.669044494628906
Batch :  101 / 261 , BCE in this minibatch:  5.065502166748047
Batch :  102 / 261 , BCE in this minibatch:  4.732278823852539
Batch :  103 / 261 , BCE in this minibatch:  6.478890895843506
Batch :  104 / 261 , BCE in this minibatch:  5.1523051261901855
Batch :  105 / 261 , BCE in this minibatch:  8.891465187072754
Batch :  106 / 261 , BCE in this minibatch:  5.559096813201904
Batch :  107 / 261 , BCE in this minibatch:  5.784558296203613
Batch :  108 / 261 , BCE in this minibatch:  4.160452842712402
Batch :  109 / 261 , BCE in this minibatch:  5.977792263031006
Batch :  110 / 261 , BCE in this minibatch:  9.324448585510254
Batch :  111 / 261 , BCE in this minibatch:  5.53528356552124
Batch :  112 / 261 , BCE in this minibatch:  7.226330757141113
Batch :  113 / 261 , BCE in this minibatch:  7.490952968597412
Batch :  114 / 261 , BCE in this minibatch:  7.093207359313965
Batch :  115 / 261 , BCE in this minibatch:  7.260077476501465
Batch :  116 / 261 , BCE in this minibatch:  5.726562976837158
Batch :  117 / 261 , BCE in this minibatch:  7.806190013885498
Batch :  118 / 261 , BCE in this minibatch:  7.556586742401123
Batch :  119 / 261 , BCE in this minibatch:  6.717207908630371
Batch :  120 / 261 , BCE in this minibatch:  7.148212909698486
Batch :  121 / 261 , BCE in this minibatch:  5.059628486633301
Batch :  122 / 261 , BCE in this minibatch:  7.1277899742126465
Batch :  123 / 261 , BCE in this minibatch:  6.89298677444458
Batch :  124 / 261 , BCE in this minibatch:  4.137640953063965
Batch :  125 / 261 , BCE in this minibatch:  15.532886505126953
Batch :  126 / 261 , BCE in this minibatch:  5.981227397918701
Batch :  127 / 261 , BCE in this minibatch:  4.0638227462768555
Batch :  128 / 261 , BCE in this minibatch:  6.528398036956787
Batch :  129 / 261 , BCE in this minibatch:  3.9751152992248535
Batch :  130 / 261 , BCE in this minibatch:  14.193791389465332
Batch :  131 / 261 , BCE in this minibatch:  7.534095287322998
Batch :  132 / 261 , BCE in this minibatch:  7.239954471588135
Batch :  133 / 261 , BCE in this minibatch:  14.499094009399414
Batch :  134 / 261 , BCE in this minibatch:  7.774388313293457
Batch :  135 / 261 , BCE in this minibatch:  6.44970703125
Batch :  136 / 261 , BCE in this minibatch:  4.924759387969971
Batch :  137 / 261 , BCE in this minibatch:  9.491678237915039
Batch :  138 / 261 , BCE in this minibatch:  7.891932487487793
Batch :  139 / 261 , BCE in this minibatch:  5.366245269775391
Batch :  140 / 261 , BCE in this minibatch:  4.60076379776001
Batch :  141 / 261 , BCE in this minibatch:  6.1656951904296875
Batch :  142 / 261 , BCE in this minibatch:  7.286033630371094
Batch :  143 / 261 , BCE in this minibatch:  11.632421493530273
Batch :  144 / 261 , BCE in this minibatch:  7.925991058349609
Batch :  145 / 261 , BCE in this minibatch:  4.515459060668945
Batch :  146 / 261 , BCE in this minibatch:  7.077483177185059
Batch :  147 / 261 , BCE in this minibatch:  5.162517547607422
Batch :  148 / 261 , BCE in this minibatch:  5.444079399108887
Batch :  149 / 261 , BCE in this minibatch:  4.987661838531494
Batch :  150 / 261 , BCE in this minibatch:  4.856391906738281
Batch :  151 / 261 , BCE in this minibatch:  4.4286112785339355
Batch :  152 / 261 , BCE in this minibatch:  6.835019588470459
Batch :  153 / 261 , BCE in this minibatch:  5.255200386047363
Batch :  154 / 261 , BCE in this minibatch:  3.497331380844116
Batch :  155 / 261 , BCE in this minibatch:  3.2071094512939453
Batch :  156 / 261 , BCE in this minibatch:  7.298409938812256
Batch :  157 / 261 , BCE in this minibatch:  5.847370147705078
Batch :  158 / 261 , BCE in this minibatch:  12.538674354553223
Batch :  159 / 261 , BCE in this minibatch:  6.191493034362793
Batch :  160 / 261 , BCE in this minibatch:  6.101090908050537
Batch :  161 / 261 , BCE in this minibatch:  8.477458000183105
Batch :  162 / 261 , BCE in this minibatch:  5.697164535522461
Batch :  163 / 261 , BCE in this minibatch:  6.4276227951049805
Batch :  164 / 261 , BCE in this minibatch:  11.885091781616211
Batch :  165 / 261 , BCE in this minibatch:  6.184777736663818
Batch :  166 / 261 , BCE in this minibatch:  14.304298400878906
Batch :  167 / 261 , BCE in this minibatch:  8.833316802978516
Batch :  168 / 261 , BCE in this minibatch:  9.972518920898438
Batch :  169 / 261 , BCE in this minibatch:  11.457350730895996
Batch :  170 / 261 , BCE in this minibatch:  13.015796661376953
Batch :  171 / 261 , BCE in this minibatch:  31.051067352294922
Batch :  172 / 261 , BCE in this minibatch:  31.65226936340332
Batch :  173 / 261 , BCE in this minibatch:  11.256590843200684
Batch :  174 / 261 , BCE in this minibatch:  6.9475884437561035
Batch :  175 / 261 , BCE in this minibatch:  6.002121925354004
Batch :  176 / 261 , BCE in this minibatch:  6.707857131958008
Batch :  177 / 261 , BCE in this minibatch:  6.736169815063477
Batch :  178 / 261 , BCE in this minibatch:  7.5202155113220215
Batch :  179 / 261 , BCE in this minibatch:  7.126560211181641
Batch :  180 / 261 , BCE in this minibatch:  7.286435604095459
Batch :  181 / 261 , BCE in this minibatch:  7.02061653137207
Batch :  182 / 261 , BCE in this minibatch:  5.721715450286865
Batch :  183 / 261 , BCE in this minibatch:  6.8495073318481445
Batch :  184 / 261 , BCE in this minibatch:  10.734048843383789
Batch :  185 / 261 , BCE in this minibatch:  6.066847801208496
Batch :  186 / 261 , BCE in this minibatch:  11.482284545898438
Batch :  187 / 261 , BCE in this minibatch:  5.5890021324157715
Batch :  188 / 261 , BCE in this minibatch:  6.3363165855407715
Batch :  189 / 261 , BCE in this minibatch:  5.7328877449035645
Batch :  190 / 261 , BCE in this minibatch:  8.048457145690918
Batch :  191 / 261 , BCE in this minibatch:  10.689888954162598
Batch :  192 / 261 , BCE in this minibatch:  7.342099189758301
Batch :  193 / 261 , BCE in this minibatch:  7.761394023895264
Batch :  194 / 261 , BCE in this minibatch:  7.529073238372803
Batch :  195 / 261 , BCE in this minibatch:  4.670551300048828
Batch :  196 / 261 , BCE in this minibatch:  5.663473129272461
Batch :  197 / 261 , BCE in this minibatch:  5.631917476654053
Batch :  198 / 261 , BCE in this minibatch:  8.699946403503418
Batch :  199 / 261 , BCE in this minibatch:  6.413830280303955
Batch :  200 / 261 , BCE in this minibatch:  11.198576927185059
Batch :  201 / 261 , BCE in this minibatch:  9.055938720703125
Batch :  202 / 261 , BCE in this minibatch:  10.035150527954102
Batch :  203 / 261 , BCE in this minibatch:  7.727420806884766
Batch :  204 / 261 , BCE in this minibatch:  6.827263832092285
Batch :  205 / 261 , BCE in this minibatch:  6.542126655578613
Batch :  206 / 261 , BCE in this minibatch:  7.158020496368408
Batch :  207 / 261 , BCE in this minibatch:  7.065839767456055
Batch :  208 / 261 , BCE in this minibatch:  5.648247241973877
Batch :  209 / 261 , BCE in this minibatch:  7.193368911743164
Batch :  210 / 261 , BCE in this minibatch:  18.022319793701172
Batch :  211 / 261 , BCE in this minibatch:  20.765884399414062
Batch :  212 / 261 , BCE in this minibatch:  10.409367561340332
Batch :  213 / 261 , BCE in this minibatch:  16.46978187561035
Batch :  214 / 261 , BCE in this minibatch:  11.708574295043945
Batch :  215 / 261 , BCE in this minibatch:  4.264266014099121
Batch :  216 / 261 , BCE in this minibatch:  3.8574776649475098
Batch :  217 / 261 , BCE in this minibatch:  3.9821860790252686
Batch :  218 / 261 , BCE in this minibatch:  6.356780529022217
Batch :  219 / 261 , BCE in this minibatch:  6.3760552406311035
Batch :  220 / 261 , BCE in this minibatch:  14.55704116821289
Batch :  221 / 261 , BCE in this minibatch:  8.499232292175293
Batch :  222 / 261 , BCE in this minibatch:  8.095661163330078
Batch :  223 / 261 , BCE in this minibatch:  5.181517124176025
Batch :  224 / 261 , BCE in this minibatch:  14.495157241821289
Batch :  225 / 261 , BCE in this minibatch:  25.02704429626465
Batch :  226 / 261 , BCE in this minibatch:  9.786003112792969
Batch :  227 / 261 , BCE in this minibatch:  5.834686756134033
Batch :  228 / 261 , BCE in this minibatch:  8.377910614013672
Batch :  229 / 261 , BCE in this minibatch:  7.4846296310424805
Batch :  230 / 261 , BCE in this minibatch:  7.458584785461426
Batch :  231 / 261 , BCE in this minibatch:  8.098657608032227
Batch :  232 / 261 , BCE in this minibatch:  7.657825946807861
Batch :  233 / 261 , BCE in this minibatch:  8.191070556640625
Batch :  234 / 261 , BCE in this minibatch:  6.430915832519531
Batch :  235 / 261 , BCE in this minibatch:  8.293593406677246
Batch :  236 / 261 , BCE in this minibatch:  6.799635410308838
Batch :  237 / 261 , BCE in this minibatch:  5.706377983093262
Batch :  238 / 261 , BCE in this minibatch:  7.027998924255371
Batch :  239 / 261 , BCE in this minibatch:  5.949852466583252
Batch :  240 / 261 , BCE in this minibatch:  7.178008556365967
Batch :  241 / 261 , BCE in this minibatch:  5.598733901977539
Batch :  242 / 261 , BCE in this minibatch:  5.099244117736816
Batch :  243 / 261 , BCE in this minibatch:  4.17389440536499
Batch :  244 / 261 , BCE in this minibatch:  5.247875690460205
Batch :  245 / 261 , BCE in this minibatch:  8.008277893066406
Batch :  246 / 261 , BCE in this minibatch:  6.577453136444092
Batch :  247 / 261 , BCE in this minibatch:  8.022011756896973
Batch :  248 / 261 , BCE in this minibatch:  5.5584893226623535
Batch :  249 / 261 , BCE in this minibatch:  8.442358016967773
Batch :  250 / 261 , BCE in this minibatch:  6.081246376037598
Batch :  251 / 261 , BCE in this minibatch:  4.97410249710083
Batch :  252 / 261 , BCE in this minibatch:  10.60645580291748
Batch :  253 / 261 , BCE in this minibatch:  11.74045181274414
Batch :  254 / 261 , BCE in this minibatch:  12.433452606201172
Batch :  255 / 261 , BCE in this minibatch:  6.631068229675293
Batch :  256 / 261 , BCE in this minibatch:  9.559334754943848
Batch :  257 / 261 , BCE in this minibatch:  10.11141586303711
Batch :  258 / 261 , BCE in this minibatch:  7.775514602661133
Batch :  259 / 261 , BCE in this minibatch:  5.8849358558654785
Batch :  260 / 261 , BCE in this minibatch:  4.708999156951904
Batch :  261 / 261 , BCE in this minibatch:  4.122618198394775
epoch: 58  train_loss: 7.088462694394634
Batch :  1 / 261 , BCE in this minibatch:  3.8277013301849365
Batch :  2 / 261 , BCE in this minibatch:  4.698990821838379
Batch :  3 / 261 , BCE in this minibatch:  4.693421840667725
Batch :  4 / 261 , BCE in this minibatch:  4.686543941497803
Batch :  5 / 261 , BCE in this minibatch:  5.1938018798828125
Batch :  6 / 261 , BCE in this minibatch:  4.939838886260986
Batch :  7 / 261 , BCE in this minibatch:  5.3495941162109375
Batch :  8 / 261 , BCE in this minibatch:  4.9202680587768555
Batch :  9 / 261 , BCE in this minibatch:  4.094541549682617
Batch :  10 / 261 , BCE in this minibatch:  4.747925281524658
Batch :  11 / 261 , BCE in this minibatch:  4.348815441131592
Batch :  12 / 261 , BCE in this minibatch:  4.511020183563232
Batch :  13 / 261 , BCE in this minibatch:  5.194860458374023
Batch :  14 / 261 , BCE in this minibatch:  5.108786106109619
Batch :  15 / 261 , BCE in this minibatch:  4.6036200523376465
Batch :  16 / 261 , BCE in this minibatch:  4.929490566253662
Batch :  17 / 261 , BCE in this minibatch:  8.793099403381348
Batch :  18 / 261 , BCE in this minibatch:  4.884990215301514
Batch :  19 / 261 , BCE in this minibatch:  4.20927619934082
Batch :  20 / 261 , BCE in this minibatch:  4.2943010330200195
Batch :  21 / 261 , BCE in this minibatch:  4.188432216644287
Batch :  22 / 261 , BCE in this minibatch:  4.002278804779053
Batch :  23 / 261 , BCE in this minibatch:  3.7918381690979004
Batch :  24 / 261 , BCE in this minibatch:  5.136847972869873
Batch :  25 / 261 , BCE in this minibatch:  5.311603546142578
Batch :  26 / 261 , BCE in this minibatch:  4.856380939483643
Batch :  27 / 261 , BCE in this minibatch:  3.4865987300872803
Batch :  28 / 261 , BCE in this minibatch:  4.968674659729004
Batch :  29 / 261 , BCE in this minibatch:  4.134698867797852
Batch :  30 / 261 , BCE in this minibatch:  5.350933074951172
Batch :  31 / 261 , BCE in this minibatch:  4.067563056945801
Batch :  32 / 261 , BCE in this minibatch:  4.408035755157471
Batch :  33 / 261 , BCE in this minibatch:  4.186402320861816
Batch :  34 / 261 , BCE in this minibatch:  3.4435298442840576
Batch :  35 / 261 , BCE in this minibatch:  6.734920501708984
Batch :  36 / 261 , BCE in this minibatch:  3.8644344806671143
Batch :  37 / 261 , BCE in this minibatch:  3.96368408203125
Batch :  38 / 261 , BCE in this minibatch:  3.607835531234741
Batch :  39 / 261 , BCE in this minibatch:  3.9810678958892822
Batch :  40 / 261 , BCE in this minibatch:  5.261948108673096
Batch :  41 / 261 , BCE in this minibatch:  4.5288214683532715
Batch :  42 / 261 , BCE in this minibatch:  6.2252607345581055
Batch :  43 / 261 , BCE in this minibatch:  3.8623440265655518
Batch :  44 / 261 , BCE in this minibatch:  5.4544548988342285
Batch :  45 / 261 , BCE in this minibatch:  4.0063347816467285
Batch :  46 / 261 , BCE in this minibatch:  5.022933483123779
Batch :  47 / 261 , BCE in this minibatch:  8.297442436218262
Batch :  48 / 261 , BCE in this minibatch:  4.906625270843506
Batch :  49 / 261 , BCE in this minibatch:  4.568338394165039
Batch :  50 / 261 , BCE in this minibatch:  8.67766284942627
Batch :  51 / 261 , BCE in this minibatch:  4.890596389770508
Batch :  52 / 261 , BCE in this minibatch:  4.887598514556885
Batch :  53 / 261 , BCE in this minibatch:  4.4772186279296875
Batch :  54 / 261 , BCE in this minibatch:  6.908417224884033
Batch :  55 / 261 , BCE in this minibatch:  5.873497009277344
Batch :  56 / 261 , BCE in this minibatch:  5.856365203857422
Batch :  57 / 261 , BCE in this minibatch:  4.430811405181885
Batch :  58 / 261 , BCE in this minibatch:  8.574175834655762
Batch :  59 / 261 , BCE in this minibatch:  4.8925323486328125
Batch :  60 / 261 , BCE in this minibatch:  5.416954040527344
Batch :  61 / 261 , BCE in this minibatch:  4.736681938171387
Batch :  62 / 261 , BCE in this minibatch:  4.14085578918457
Batch :  63 / 261 , BCE in this minibatch:  4.0083842277526855
Batch :  64 / 261 , BCE in this minibatch:  3.641843557357788
Batch :  65 / 261 , BCE in this minibatch:  5.237064361572266
Batch :  66 / 261 , BCE in this minibatch:  5.354223728179932
Batch :  67 / 261 , BCE in this minibatch:  7.172984600067139
Batch :  68 / 261 , BCE in this minibatch:  4.4566826820373535
Batch :  69 / 261 , BCE in this minibatch:  6.393012523651123
Batch :  70 / 261 , BCE in this minibatch:  14.514554023742676
Batch :  71 / 261 , BCE in this minibatch:  5.187154293060303
Batch :  72 / 261 , BCE in this minibatch:  4.999856472015381
Batch :  73 / 261 , BCE in this minibatch:  13.61207389831543
Batch :  74 / 261 , BCE in this minibatch:  13.76662540435791
Batch :  75 / 261 , BCE in this minibatch:  5.419851303100586
Batch :  76 / 261 , BCE in this minibatch:  5.047604560852051
Batch :  77 / 261 , BCE in this minibatch:  6.0510573387146
Batch :  78 / 261 , BCE in this minibatch:  6.5628342628479
Batch :  79 / 261 , BCE in this minibatch:  4.462719917297363
Batch :  80 / 261 , BCE in this minibatch:  7.443911075592041
Batch :  81 / 261 , BCE in this minibatch:  6.003387928009033
Batch :  82 / 261 , BCE in this minibatch:  4.50587272644043
Batch :  83 / 261 , BCE in this minibatch:  9.076570510864258
Batch :  84 / 261 , BCE in this minibatch:  5.290014266967773
Batch :  85 / 261 , BCE in this minibatch:  5.887214660644531
Batch :  86 / 261 , BCE in this minibatch:  7.240289211273193
Batch :  87 / 261 , BCE in this minibatch:  5.141890525817871
Batch :  88 / 261 , BCE in this minibatch:  5.978291988372803
Batch :  89 / 261 , BCE in this minibatch:  4.848982810974121
Batch :  90 / 261 , BCE in this minibatch:  5.236079692840576
Batch :  91 / 261 , BCE in this minibatch:  4.073860168457031
Batch :  92 / 261 , BCE in this minibatch:  5.529846668243408
Batch :  93 / 261 , BCE in this minibatch:  7.894083499908447
Batch :  94 / 261 , BCE in this minibatch:  11.551553726196289
Batch :  95 / 261 , BCE in this minibatch:  8.36223316192627
Batch :  96 / 261 , BCE in this minibatch:  7.382236003875732
Batch :  97 / 261 , BCE in this minibatch:  9.413457870483398
Batch :  98 / 261 , BCE in this minibatch:  5.3419108390808105
Batch :  99 / 261 , BCE in this minibatch:  6.8720479011535645
Batch :  100 / 261 , BCE in this minibatch:  11.511701583862305
Batch :  101 / 261 , BCE in this minibatch:  5.029223918914795
Batch :  102 / 261 , BCE in this minibatch:  4.735556125640869
Batch :  103 / 261 , BCE in this minibatch:  6.465159893035889
Batch :  104 / 261 , BCE in this minibatch:  5.202918529510498
Batch :  105 / 261 , BCE in this minibatch:  8.85791015625
Batch :  106 / 261 , BCE in this minibatch:  5.544488430023193
Batch :  107 / 261 , BCE in this minibatch:  5.844590187072754
Batch :  108 / 261 , BCE in this minibatch:  4.217720985412598
Batch :  109 / 261 , BCE in this minibatch:  5.91674280166626
Batch :  110 / 261 , BCE in this minibatch:  9.270410537719727
Batch :  111 / 261 , BCE in this minibatch:  5.511066913604736
Batch :  112 / 261 , BCE in this minibatch:  7.139850616455078
Batch :  113 / 261 , BCE in this minibatch:  7.507211685180664
Batch :  114 / 261 , BCE in this minibatch:  7.0306715965271
Batch :  115 / 261 , BCE in this minibatch:  7.280300140380859
Batch :  116 / 261 , BCE in this minibatch:  5.730894088745117
Batch :  117 / 261 , BCE in this minibatch:  7.759274005889893
Batch :  118 / 261 , BCE in this minibatch:  7.487850666046143
Batch :  119 / 261 , BCE in this minibatch:  6.693789482116699
Batch :  120 / 261 , BCE in this minibatch:  7.062270164489746
Batch :  121 / 261 , BCE in this minibatch:  4.994816780090332
Batch :  122 / 261 , BCE in this minibatch:  7.060260772705078
Batch :  123 / 261 , BCE in this minibatch:  6.911428451538086
Batch :  124 / 261 , BCE in this minibatch:  4.095970153808594
Batch :  125 / 261 , BCE in this minibatch:  15.481217384338379
Batch :  126 / 261 , BCE in this minibatch:  5.946813583374023
Batch :  127 / 261 , BCE in this minibatch:  4.069967269897461
Batch :  128 / 261 , BCE in this minibatch:  6.5456743240356445
Batch :  129 / 261 , BCE in this minibatch:  3.9552085399627686
Batch :  130 / 261 , BCE in this minibatch:  14.06632137298584
Batch :  131 / 261 , BCE in this minibatch:  7.524228572845459
Batch :  132 / 261 , BCE in this minibatch:  7.224279880523682
Batch :  133 / 261 , BCE in this minibatch:  14.45559024810791
Batch :  134 / 261 , BCE in this minibatch:  7.777377605438232
Batch :  135 / 261 , BCE in this minibatch:  6.335062026977539
Batch :  136 / 261 , BCE in this minibatch:  4.904330253601074
Batch :  137 / 261 , BCE in this minibatch:  9.454315185546875
Batch :  138 / 261 , BCE in this minibatch:  7.916473865509033
Batch :  139 / 261 , BCE in this minibatch:  5.364467620849609
Batch :  140 / 261 , BCE in this minibatch:  4.5461320877075195
Batch :  141 / 261 , BCE in this minibatch:  6.123391151428223
Batch :  142 / 261 , BCE in this minibatch:  7.258666038513184
Batch :  143 / 261 , BCE in this minibatch:  11.578972816467285
Batch :  144 / 261 , BCE in this minibatch:  7.937079906463623
Batch :  145 / 261 , BCE in this minibatch:  4.469666004180908
Batch :  146 / 261 , BCE in this minibatch:  7.046464920043945
Batch :  147 / 261 , BCE in this minibatch:  5.11830997467041
Batch :  148 / 261 , BCE in this minibatch:  5.46519136428833
Batch :  149 / 261 , BCE in this minibatch:  4.9022698402404785
Batch :  150 / 261 , BCE in this minibatch:  4.855451583862305
Batch :  151 / 261 , BCE in this minibatch:  4.426325798034668
Batch :  152 / 261 , BCE in this minibatch:  6.849886894226074
Batch :  153 / 261 , BCE in this minibatch:  5.239925861358643
Batch :  154 / 261 , BCE in this minibatch:  3.5263407230377197
Batch :  155 / 261 , BCE in this minibatch:  3.19671630859375
Batch :  156 / 261 , BCE in this minibatch:  7.2884521484375
Batch :  157 / 261 , BCE in this minibatch:  5.8833794593811035
Batch :  158 / 261 , BCE in this minibatch:  12.40506362915039
Batch :  159 / 261 , BCE in this minibatch:  6.096407890319824
Batch :  160 / 261 , BCE in this minibatch:  6.0999755859375
Batch :  161 / 261 , BCE in this minibatch:  8.442448616027832
Batch :  162 / 261 , BCE in this minibatch:  5.710417747497559
Batch :  163 / 261 , BCE in this minibatch:  6.405970573425293
Batch :  164 / 261 , BCE in this minibatch:  11.712888717651367
Batch :  165 / 261 , BCE in this minibatch:  6.134453296661377
Batch :  166 / 261 , BCE in this minibatch:  14.237662315368652
Batch :  167 / 261 , BCE in this minibatch:  8.815058708190918
Batch :  168 / 261 , BCE in this minibatch:  9.872103691101074
Batch :  169 / 261 , BCE in this minibatch:  11.4290132522583
Batch :  170 / 261 , BCE in this minibatch:  13.003130912780762
Batch :  171 / 261 , BCE in this minibatch:  30.80200958251953
Batch :  172 / 261 , BCE in this minibatch:  31.419784545898438
Batch :  173 / 261 , BCE in this minibatch:  11.15385913848877
Batch :  174 / 261 , BCE in this minibatch:  7.00506067276001
Batch :  175 / 261 , BCE in this minibatch:  6.01901388168335
Batch :  176 / 261 , BCE in this minibatch:  6.786870956420898
Batch :  177 / 261 , BCE in this minibatch:  6.816269874572754
Batch :  178 / 261 , BCE in this minibatch:  7.71104621887207
Batch :  179 / 261 , BCE in this minibatch:  7.139071464538574
Batch :  180 / 261 , BCE in this minibatch:  7.321849346160889
Batch :  181 / 261 , BCE in this minibatch:  6.886990070343018
Batch :  182 / 261 , BCE in this minibatch:  5.723677635192871
Batch :  183 / 261 , BCE in this minibatch:  6.841382026672363
Batch :  184 / 261 , BCE in this minibatch:  10.715910911560059
Batch :  185 / 261 , BCE in this minibatch:  6.066860675811768
Batch :  186 / 261 , BCE in this minibatch:  11.49280071258545
Batch :  187 / 261 , BCE in this minibatch:  5.532343864440918
Batch :  188 / 261 , BCE in this minibatch:  6.354923725128174
Batch :  189 / 261 , BCE in this minibatch:  5.722936630249023
Batch :  190 / 261 , BCE in this minibatch:  8.00324821472168
Batch :  191 / 261 , BCE in this minibatch:  10.650501251220703
Batch :  192 / 261 , BCE in this minibatch:  7.277878284454346
Batch :  193 / 261 , BCE in this minibatch:  7.780790328979492
Batch :  194 / 261 , BCE in this minibatch:  7.49135160446167
Batch :  195 / 261 , BCE in this minibatch:  4.606396675109863
Batch :  196 / 261 , BCE in this minibatch:  5.57595157623291
Batch :  197 / 261 , BCE in this minibatch:  5.622561454772949
Batch :  198 / 261 , BCE in this minibatch:  8.690519332885742
Batch :  199 / 261 , BCE in this minibatch:  6.412332057952881
Batch :  200 / 261 , BCE in this minibatch:  11.278620719909668
Batch :  201 / 261 , BCE in this minibatch:  9.00601863861084
Batch :  202 / 261 , BCE in this minibatch:  9.978022575378418
Batch :  203 / 261 , BCE in this minibatch:  7.638500213623047
Batch :  204 / 261 , BCE in this minibatch:  6.736220836639404
Batch :  205 / 261 , BCE in this minibatch:  6.471027374267578
Batch :  206 / 261 , BCE in this minibatch:  7.115410327911377
Batch :  207 / 261 , BCE in this minibatch:  7.0869317054748535
Batch :  208 / 261 , BCE in this minibatch:  5.611008167266846
Batch :  209 / 261 , BCE in this minibatch:  7.117270469665527
Batch :  210 / 261 , BCE in this minibatch:  17.861812591552734
Batch :  211 / 261 , BCE in this minibatch:  20.68145179748535
Batch :  212 / 261 , BCE in this minibatch:  10.316044807434082
Batch :  213 / 261 , BCE in this minibatch:  16.473215103149414
Batch :  214 / 261 , BCE in this minibatch:  11.605527877807617
Batch :  215 / 261 , BCE in this minibatch:  4.2407355308532715
Batch :  216 / 261 , BCE in this minibatch:  3.852457284927368
Batch :  217 / 261 , BCE in this minibatch:  3.9688215255737305
Batch :  218 / 261 , BCE in this minibatch:  6.339395523071289
Batch :  219 / 261 , BCE in this minibatch:  6.321620464324951
Batch :  220 / 261 , BCE in this minibatch:  14.540404319763184
Batch :  221 / 261 , BCE in this minibatch:  8.491430282592773
Batch :  222 / 261 , BCE in this minibatch:  8.043318748474121
Batch :  223 / 261 , BCE in this minibatch:  5.188998222351074
Batch :  224 / 261 , BCE in this minibatch:  14.398874282836914
Batch :  225 / 261 , BCE in this minibatch:  25.055957794189453
Batch :  226 / 261 , BCE in this minibatch:  9.78679370880127
Batch :  227 / 261 , BCE in this minibatch:  5.81038236618042
Batch :  228 / 261 , BCE in this minibatch:  8.284721374511719
Batch :  229 / 261 , BCE in this minibatch:  7.499759674072266
Batch :  230 / 261 , BCE in this minibatch:  7.4189581871032715
Batch :  231 / 261 , BCE in this minibatch:  8.062458992004395
Batch :  232 / 261 , BCE in this minibatch:  7.632378578186035
Batch :  233 / 261 , BCE in this minibatch:  8.173125267028809
Batch :  234 / 261 , BCE in this minibatch:  6.390302658081055
Batch :  235 / 261 , BCE in this minibatch:  8.338136672973633
Batch :  236 / 261 , BCE in this minibatch:  6.824265480041504
Batch :  237 / 261 , BCE in this minibatch:  5.691098690032959
Batch :  238 / 261 , BCE in this minibatch:  7.050286293029785
Batch :  239 / 261 , BCE in this minibatch:  5.8618388175964355
Batch :  240 / 261 , BCE in this minibatch:  7.113539218902588
Batch :  241 / 261 , BCE in this minibatch:  5.584697246551514
Batch :  242 / 261 , BCE in this minibatch:  5.146556377410889
Batch :  243 / 261 , BCE in this minibatch:  4.1790547370910645
Batch :  244 / 261 , BCE in this minibatch:  5.22084903717041
Batch :  245 / 261 , BCE in this minibatch:  7.9972052574157715
Batch :  246 / 261 , BCE in this minibatch:  6.522177696228027
Batch :  247 / 261 , BCE in this minibatch:  8.02341365814209
Batch :  248 / 261 , BCE in this minibatch:  5.493868827819824
Batch :  249 / 261 , BCE in this minibatch:  8.440884590148926
Batch :  250 / 261 , BCE in this minibatch:  6.002530097961426
Batch :  251 / 261 , BCE in this minibatch:  4.950170993804932
Batch :  252 / 261 , BCE in this minibatch:  10.631805419921875
Batch :  253 / 261 , BCE in this minibatch:  11.762388229370117
Batch :  254 / 261 , BCE in this minibatch:  12.435912132263184
Batch :  255 / 261 , BCE in this minibatch:  6.629878044128418
Batch :  256 / 261 , BCE in this minibatch:  9.468568801879883
Batch :  257 / 261 , BCE in this minibatch:  10.065674781799316
Batch :  258 / 261 , BCE in this minibatch:  7.752294540405273
Batch :  259 / 261 , BCE in this minibatch:  5.86248779296875
Batch :  260 / 261 , BCE in this minibatch:  4.6468281745910645
Batch :  261 / 261 , BCE in this minibatch:  4.06812858581543
epoch: 59  train_loss: 7.065916153662963
Batch :  1 / 261 , BCE in this minibatch:  3.840442657470703
Batch :  2 / 261 , BCE in this minibatch:  4.709465026855469
Batch :  3 / 261 , BCE in this minibatch:  4.671853542327881
Batch :  4 / 261 , BCE in this minibatch:  4.6793131828308105
Batch :  5 / 261 , BCE in this minibatch:  5.2324090003967285
Batch :  6 / 261 , BCE in this minibatch:  4.877933502197266
Batch :  7 / 261 , BCE in this minibatch:  5.339640140533447
Batch :  8 / 261 , BCE in this minibatch:  4.916347503662109
Batch :  9 / 261 , BCE in this minibatch:  4.119295597076416
Batch :  10 / 261 , BCE in this minibatch:  4.766960620880127
Batch :  11 / 261 , BCE in this minibatch:  4.351893424987793
Batch :  12 / 261 , BCE in this minibatch:  4.5194268226623535
Batch :  13 / 261 , BCE in this minibatch:  5.192513465881348
Batch :  14 / 261 , BCE in this minibatch:  5.1015448570251465
Batch :  15 / 261 , BCE in this minibatch:  4.595554351806641
Batch :  16 / 261 , BCE in this minibatch:  4.975683212280273
Batch :  17 / 261 , BCE in this minibatch:  8.793702125549316
Batch :  18 / 261 , BCE in this minibatch:  4.882181644439697
Batch :  19 / 261 , BCE in this minibatch:  4.226054668426514
Batch :  20 / 261 , BCE in this minibatch:  4.3017354011535645
Batch :  21 / 261 , BCE in this minibatch:  4.198570251464844
Batch :  22 / 261 , BCE in this minibatch:  4.040266036987305
Batch :  23 / 261 , BCE in this minibatch:  3.78741455078125
Batch :  24 / 261 , BCE in this minibatch:  5.118044376373291
Batch :  25 / 261 , BCE in this minibatch:  5.3668389320373535
Batch :  26 / 261 , BCE in this minibatch:  4.8451313972473145
Batch :  27 / 261 , BCE in this minibatch:  3.4912056922912598
Batch :  28 / 261 , BCE in this minibatch:  4.977564334869385
Batch :  29 / 261 , BCE in this minibatch:  4.111211776733398
Batch :  30 / 261 , BCE in this minibatch:  5.34410285949707
Batch :  31 / 261 , BCE in this minibatch:  4.077118873596191
Batch :  32 / 261 , BCE in this minibatch:  4.39958381652832
Batch :  33 / 261 , BCE in this minibatch:  4.168424129486084
Batch :  34 / 261 , BCE in this minibatch:  3.4357388019561768
Batch :  35 / 261 , BCE in this minibatch:  6.71600341796875
Batch :  36 / 261 , BCE in this minibatch:  3.851454019546509
Batch :  37 / 261 , BCE in this minibatch:  3.9863078594207764
Batch :  38 / 261 , BCE in this minibatch:  3.5909476280212402
Batch :  39 / 261 , BCE in this minibatch:  3.9634487628936768
Batch :  40 / 261 , BCE in this minibatch:  5.25037145614624
Batch :  41 / 261 , BCE in this minibatch:  4.4944658279418945
Batch :  42 / 261 , BCE in this minibatch:  6.226706504821777
Batch :  43 / 261 , BCE in this minibatch:  3.882298231124878
Batch :  44 / 261 , BCE in this minibatch:  5.527101516723633
Batch :  45 / 261 , BCE in this minibatch:  3.945741653442383
Batch :  46 / 261 , BCE in this minibatch:  5.031401634216309
Batch :  47 / 261 , BCE in this minibatch:  8.275784492492676
Batch :  48 / 261 , BCE in this minibatch:  4.965127944946289
Batch :  49 / 261 , BCE in this minibatch:  4.521599292755127
Batch :  50 / 261 , BCE in this minibatch:  8.6756010055542
Batch :  51 / 261 , BCE in this minibatch:  4.899033069610596
Batch :  52 / 261 , BCE in this minibatch:  4.870212078094482
Batch :  53 / 261 , BCE in this minibatch:  4.481193542480469
Batch :  54 / 261 , BCE in this minibatch:  6.9316325187683105
Batch :  55 / 261 , BCE in this minibatch:  5.800372123718262
Batch :  56 / 261 , BCE in this minibatch:  5.865865230560303
Batch :  57 / 261 , BCE in this minibatch:  4.425543308258057
Batch :  58 / 261 , BCE in this minibatch:  8.594681739807129
Batch :  59 / 261 , BCE in this minibatch:  4.934320449829102
Batch :  60 / 261 , BCE in this minibatch:  5.432277202606201
Batch :  61 / 261 , BCE in this minibatch:  4.737207412719727
Batch :  62 / 261 , BCE in this minibatch:  4.124028205871582
Batch :  63 / 261 , BCE in this minibatch:  3.9543237686157227
Batch :  64 / 261 , BCE in this minibatch:  3.6450207233428955
Batch :  65 / 261 , BCE in this minibatch:  5.296055793762207
Batch :  66 / 261 , BCE in this minibatch:  5.317224025726318
Batch :  67 / 261 , BCE in this minibatch:  7.118715286254883
Batch :  68 / 261 , BCE in this minibatch:  4.447641372680664
Batch :  69 / 261 , BCE in this minibatch:  6.340012073516846
Batch :  70 / 261 , BCE in this minibatch:  14.46346664428711
Batch :  71 / 261 , BCE in this minibatch:  5.2054829597473145
Batch :  72 / 261 , BCE in this minibatch:  4.967649459838867
Batch :  73 / 261 , BCE in this minibatch:  13.570294380187988
Batch :  74 / 261 , BCE in this minibatch:  13.717547416687012
Batch :  75 / 261 , BCE in this minibatch:  5.3719401359558105
Batch :  76 / 261 , BCE in this minibatch:  5.0084733963012695
Batch :  77 / 261 , BCE in this minibatch:  6.0533246994018555
Batch :  78 / 261 , BCE in this minibatch:  6.516116142272949
Batch :  79 / 261 , BCE in this minibatch:  4.473779678344727
Batch :  80 / 261 , BCE in this minibatch:  7.443413257598877
Batch :  81 / 261 , BCE in this minibatch:  5.982819080352783
Batch :  82 / 261 , BCE in this minibatch:  4.553971767425537
Batch :  83 / 261 , BCE in this minibatch:  9.021912574768066
Batch :  84 / 261 , BCE in this minibatch:  5.276271820068359
Batch :  85 / 261 , BCE in this minibatch:  5.90999174118042
Batch :  86 / 261 , BCE in this minibatch:  7.251792907714844
Batch :  87 / 261 , BCE in this minibatch:  5.119801044464111
Batch :  88 / 261 , BCE in this minibatch:  6.002226829528809
Batch :  89 / 261 , BCE in this minibatch:  4.821670055389404
Batch :  90 / 261 , BCE in this minibatch:  5.227417945861816
Batch :  91 / 261 , BCE in this minibatch:  4.045994758605957
Batch :  92 / 261 , BCE in this minibatch:  5.530191421508789
Batch :  93 / 261 , BCE in this minibatch:  7.86724853515625
Batch :  94 / 261 , BCE in this minibatch:  11.422098159790039
Batch :  95 / 261 , BCE in this minibatch:  8.272566795349121
Batch :  96 / 261 , BCE in this minibatch:  7.3729705810546875
Batch :  97 / 261 , BCE in this minibatch:  9.361916542053223
Batch :  98 / 261 , BCE in this minibatch:  5.320186138153076
Batch :  99 / 261 , BCE in this minibatch:  6.90910005569458
Batch :  100 / 261 , BCE in this minibatch:  11.46926212310791
Batch :  101 / 261 , BCE in this minibatch:  5.089906215667725
Batch :  102 / 261 , BCE in this minibatch:  4.705323219299316
Batch :  103 / 261 , BCE in this minibatch:  6.539527416229248
Batch :  104 / 261 , BCE in this minibatch:  5.208197116851807
Batch :  105 / 261 , BCE in this minibatch:  8.783321380615234
Batch :  106 / 261 , BCE in this minibatch:  5.54560661315918
Batch :  107 / 261 , BCE in this minibatch:  5.7472662925720215
Batch :  108 / 261 , BCE in this minibatch:  4.1648712158203125
Batch :  109 / 261 , BCE in this minibatch:  5.959098815917969
Batch :  110 / 261 , BCE in this minibatch:  9.267963409423828
Batch :  111 / 261 , BCE in this minibatch:  5.501075267791748
Batch :  112 / 261 , BCE in this minibatch:  7.117358207702637
Batch :  113 / 261 , BCE in this minibatch:  7.482699394226074
Batch :  114 / 261 , BCE in this minibatch:  7.036306381225586
Batch :  115 / 261 , BCE in this minibatch:  7.181799411773682
Batch :  116 / 261 , BCE in this minibatch:  5.701664924621582
Batch :  117 / 261 , BCE in this minibatch:  7.7815375328063965
Batch :  118 / 261 , BCE in this minibatch:  7.528789520263672
Batch :  119 / 261 , BCE in this minibatch:  6.654893398284912
Batch :  120 / 261 , BCE in this minibatch:  7.05355167388916
Batch :  121 / 261 , BCE in this minibatch:  5.021981239318848
Batch :  122 / 261 , BCE in this minibatch:  7.06272554397583
Batch :  123 / 261 , BCE in this minibatch:  6.895819664001465
Batch :  124 / 261 , BCE in this minibatch:  4.069897651672363
Batch :  125 / 261 , BCE in this minibatch:  15.54334545135498
Batch :  126 / 261 , BCE in this minibatch:  5.915981292724609
Batch :  127 / 261 , BCE in this minibatch:  4.028951644897461
Batch :  128 / 261 , BCE in this minibatch:  6.564914226531982
Batch :  129 / 261 , BCE in this minibatch:  3.915570020675659
Batch :  130 / 261 , BCE in this minibatch:  14.006507873535156
Batch :  131 / 261 , BCE in this minibatch:  7.438672065734863
Batch :  132 / 261 , BCE in this minibatch:  7.146229267120361
Batch :  133 / 261 , BCE in this minibatch:  14.413633346557617
Batch :  134 / 261 , BCE in this minibatch:  7.651498317718506
Batch :  135 / 261 , BCE in this minibatch:  6.413381576538086
Batch :  136 / 261 , BCE in this minibatch:  4.878342151641846
Batch :  137 / 261 , BCE in this minibatch:  9.442229270935059
Batch :  138 / 261 , BCE in this minibatch:  7.853147983551025
Batch :  139 / 261 , BCE in this minibatch:  5.302394390106201
Batch :  140 / 261 , BCE in this minibatch:  4.519144535064697
Batch :  141 / 261 , BCE in this minibatch:  6.078296661376953
Batch :  142 / 261 , BCE in this minibatch:  7.2640204429626465
Batch :  143 / 261 , BCE in this minibatch:  11.563752174377441
Batch :  144 / 261 , BCE in this minibatch:  7.861268520355225
Batch :  145 / 261 , BCE in this minibatch:  4.506094932556152
Batch :  146 / 261 , BCE in this minibatch:  7.018892765045166
Batch :  147 / 261 , BCE in this minibatch:  5.095365047454834
Batch :  148 / 261 , BCE in this minibatch:  5.443204402923584
Batch :  149 / 261 , BCE in this minibatch:  4.904012680053711
Batch :  150 / 261 , BCE in this minibatch:  4.814866542816162
Batch :  151 / 261 , BCE in this minibatch:  4.421525955200195
Batch :  152 / 261 , BCE in this minibatch:  6.828377723693848
Batch :  153 / 261 , BCE in this minibatch:  5.176771640777588
Batch :  154 / 261 , BCE in this minibatch:  3.48404860496521
Batch :  155 / 261 , BCE in this minibatch:  3.157332420349121
Batch :  156 / 261 , BCE in this minibatch:  7.291234016418457
Batch :  157 / 261 , BCE in this minibatch:  5.84736442565918
Batch :  158 / 261 , BCE in this minibatch:  12.424306869506836
Batch :  159 / 261 , BCE in this minibatch:  6.107006072998047
Batch :  160 / 261 , BCE in this minibatch:  6.079947471618652
Batch :  161 / 261 , BCE in this minibatch:  8.410310745239258
Batch :  162 / 261 , BCE in this minibatch:  5.743441104888916
Batch :  163 / 261 , BCE in this minibatch:  6.46940803527832
Batch :  164 / 261 , BCE in this minibatch:  11.67733097076416
Batch :  165 / 261 , BCE in this minibatch:  6.138357162475586
Batch :  166 / 261 , BCE in this minibatch:  14.151049613952637
Batch :  167 / 261 , BCE in this minibatch:  8.76076889038086
Batch :  168 / 261 , BCE in this minibatch:  9.944875717163086
Batch :  169 / 261 , BCE in this minibatch:  11.3744535446167
Batch :  170 / 261 , BCE in this minibatch:  12.948537826538086
Batch :  171 / 261 , BCE in this minibatch:  30.768407821655273
Batch :  172 / 261 , BCE in this minibatch:  31.241954803466797
Batch :  173 / 261 , BCE in this minibatch:  11.09932804107666
Batch :  174 / 261 , BCE in this minibatch:  6.9286580085754395
Batch :  175 / 261 , BCE in this minibatch:  5.952503204345703
Batch :  176 / 261 , BCE in this minibatch:  6.631491661071777
Batch :  177 / 261 , BCE in this minibatch:  6.717005729675293
Batch :  178 / 261 , BCE in this minibatch:  7.508391857147217
Batch :  179 / 261 , BCE in this minibatch:  7.115420818328857
Batch :  180 / 261 , BCE in this minibatch:  7.260339260101318
Batch :  181 / 261 , BCE in this minibatch:  6.899869918823242
Batch :  182 / 261 , BCE in this minibatch:  5.664364337921143
Batch :  183 / 261 , BCE in this minibatch:  6.7249836921691895
Batch :  184 / 261 , BCE in this minibatch:  10.746173858642578
Batch :  185 / 261 , BCE in this minibatch:  6.063554286956787
Batch :  186 / 261 , BCE in this minibatch:  11.385346412658691
Batch :  187 / 261 , BCE in this minibatch:  5.54568338394165
Batch :  188 / 261 , BCE in this minibatch:  6.373673439025879
Batch :  189 / 261 , BCE in this minibatch:  5.713050365447998
Batch :  190 / 261 , BCE in this minibatch:  7.950306415557861
Batch :  191 / 261 , BCE in this minibatch:  10.588165283203125
Batch :  192 / 261 , BCE in this minibatch:  7.275914192199707
Batch :  193 / 261 , BCE in this minibatch:  7.68816614151001
Batch :  194 / 261 , BCE in this minibatch:  7.480701923370361
Batch :  195 / 261 , BCE in this minibatch:  4.601203441619873
Batch :  196 / 261 , BCE in this minibatch:  5.630729675292969
Batch :  197 / 261 , BCE in this minibatch:  5.606067657470703
Batch :  198 / 261 , BCE in this minibatch:  8.692048072814941
Batch :  199 / 261 , BCE in this minibatch:  6.365630149841309
Batch :  200 / 261 , BCE in this minibatch:  11.166576385498047
Batch :  201 / 261 , BCE in this minibatch:  9.00727367401123
Batch :  202 / 261 , BCE in this minibatch:  9.986493110656738
Batch :  203 / 261 , BCE in this minibatch:  7.641329765319824
Batch :  204 / 261 , BCE in this minibatch:  6.733263969421387
Batch :  205 / 261 , BCE in this minibatch:  6.477423667907715
Batch :  206 / 261 , BCE in this minibatch:  7.1624369621276855
Batch :  207 / 261 , BCE in this minibatch:  7.113027572631836
Batch :  208 / 261 , BCE in this minibatch:  5.603095531463623
Batch :  209 / 261 , BCE in this minibatch:  7.1568474769592285
Batch :  210 / 261 , BCE in this minibatch:  17.886817932128906
Batch :  211 / 261 , BCE in this minibatch:  20.662620544433594
Batch :  212 / 261 , BCE in this minibatch:  10.392786979675293
Batch :  213 / 261 , BCE in this minibatch:  16.434003829956055
Batch :  214 / 261 , BCE in this minibatch:  11.617549896240234
Batch :  215 / 261 , BCE in this minibatch:  4.1880784034729
Batch :  216 / 261 , BCE in this minibatch:  3.7375972270965576
Batch :  217 / 261 , BCE in this minibatch:  3.943643808364868
Batch :  218 / 261 , BCE in this minibatch:  6.334007263183594
Batch :  219 / 261 , BCE in this minibatch:  6.325900077819824
Batch :  220 / 261 , BCE in this minibatch:  14.50818157196045
Batch :  221 / 261 , BCE in this minibatch:  8.373412132263184
Batch :  222 / 261 , BCE in this minibatch:  8.081814765930176
Batch :  223 / 261 , BCE in this minibatch:  5.081663131713867
Batch :  224 / 261 , BCE in this minibatch:  14.35710334777832
Batch :  225 / 261 , BCE in this minibatch:  24.936555862426758
Batch :  226 / 261 , BCE in this minibatch:  9.79170036315918
Batch :  227 / 261 , BCE in this minibatch:  5.81850528717041
Batch :  228 / 261 , BCE in this minibatch:  8.409571647644043
Batch :  229 / 261 , BCE in this minibatch:  7.521438121795654
Batch :  230 / 261 , BCE in this minibatch:  7.425797939300537
Batch :  231 / 261 , BCE in this minibatch:  8.068009376525879
Batch :  232 / 261 , BCE in this minibatch:  7.603312969207764
Batch :  233 / 261 , BCE in this minibatch:  8.16616439819336
Batch :  234 / 261 , BCE in this minibatch:  6.356817722320557
Batch :  235 / 261 , BCE in this minibatch:  8.220975875854492
Batch :  236 / 261 , BCE in this minibatch:  6.768667697906494
Batch :  237 / 261 , BCE in this minibatch:  5.700760841369629
Batch :  238 / 261 , BCE in this minibatch:  7.163548946380615
Batch :  239 / 261 , BCE in this minibatch:  5.858296871185303
Batch :  240 / 261 , BCE in this minibatch:  7.062812328338623
Batch :  241 / 261 , BCE in this minibatch:  5.545757293701172
Batch :  242 / 261 , BCE in this minibatch:  5.022054195404053
Batch :  243 / 261 , BCE in this minibatch:  4.139482498168945
Batch :  244 / 261 , BCE in this minibatch:  5.20156192779541
Batch :  245 / 261 , BCE in this minibatch:  7.890687942504883
Batch :  246 / 261 , BCE in this minibatch:  6.528953552246094
Batch :  247 / 261 , BCE in this minibatch:  7.968445777893066
Batch :  248 / 261 , BCE in this minibatch:  5.485108375549316
Batch :  249 / 261 , BCE in this minibatch:  8.41319751739502
Batch :  250 / 261 , BCE in this minibatch:  6.015201091766357
Batch :  251 / 261 , BCE in this minibatch:  4.93800687789917
Batch :  252 / 261 , BCE in this minibatch:  10.555970191955566
Batch :  253 / 261 , BCE in this minibatch:  11.68004322052002
Batch :  254 / 261 , BCE in this minibatch:  12.34523868560791
Batch :  255 / 261 , BCE in this minibatch:  6.604163646697998
Batch :  256 / 261 , BCE in this minibatch:  9.513789176940918
Batch :  257 / 261 , BCE in this minibatch:  10.043466567993164
Batch :  258 / 261 , BCE in this minibatch:  7.744592666625977
Batch :  259 / 261 , BCE in this minibatch:  5.875309467315674
Batch :  260 / 261 , BCE in this minibatch:  4.686746120452881
Batch :  261 / 261 , BCE in this minibatch:  4.051491737365723
epoch: 60  train_loss: 7.0480514266938545
Batch :  1 / 261 , BCE in this minibatch:  3.842458724975586
Batch :  2 / 261 , BCE in this minibatch:  4.650864601135254
Batch :  3 / 261 , BCE in this minibatch:  4.760474681854248
Batch :  4 / 261 , BCE in this minibatch:  4.751031398773193
Batch :  5 / 261 , BCE in this minibatch:  5.172579765319824
Batch :  6 / 261 , BCE in this minibatch:  4.839032173156738
Batch :  7 / 261 , BCE in this minibatch:  5.364765644073486
Batch :  8 / 261 , BCE in this minibatch:  4.8798508644104
Batch :  9 / 261 , BCE in this minibatch:  4.065176010131836
Batch :  10 / 261 , BCE in this minibatch:  4.776288032531738
Batch :  11 / 261 , BCE in this minibatch:  4.324514389038086
Batch :  12 / 261 , BCE in this minibatch:  4.5202555656433105
Batch :  13 / 261 , BCE in this minibatch:  5.173342704772949
Batch :  14 / 261 , BCE in this minibatch:  5.055227756500244
Batch :  15 / 261 , BCE in this minibatch:  4.566461563110352
Batch :  16 / 261 , BCE in this minibatch:  4.972593307495117
Batch :  17 / 261 , BCE in this minibatch:  8.789627075195312
Batch :  18 / 261 , BCE in this minibatch:  4.862083911895752
Batch :  19 / 261 , BCE in this minibatch:  4.253334045410156
Batch :  20 / 261 , BCE in this minibatch:  4.282134532928467
Batch :  21 / 261 , BCE in this minibatch:  4.192621231079102
Batch :  22 / 261 , BCE in this minibatch:  4.045222759246826
Batch :  23 / 261 , BCE in this minibatch:  3.810680389404297
Batch :  24 / 261 , BCE in this minibatch:  5.094918727874756
Batch :  25 / 261 , BCE in this minibatch:  5.3143839836120605
Batch :  26 / 261 , BCE in this minibatch:  4.850589752197266
Batch :  27 / 261 , BCE in this minibatch:  3.507131814956665
Batch :  28 / 261 , BCE in this minibatch:  4.941385746002197
Batch :  29 / 261 , BCE in this minibatch:  4.099750518798828
Batch :  30 / 261 , BCE in this minibatch:  5.328067302703857
Batch :  31 / 261 , BCE in this minibatch:  4.04448127746582
Batch :  32 / 261 , BCE in this minibatch:  4.389727592468262
Batch :  33 / 261 , BCE in this minibatch:  4.171939849853516
Batch :  34 / 261 , BCE in this minibatch:  3.4306113719940186
Batch :  35 / 261 , BCE in this minibatch:  6.712299346923828
Batch :  36 / 261 , BCE in this minibatch:  3.8063414096832275
Batch :  37 / 261 , BCE in this minibatch:  3.9732131958007812
Batch :  38 / 261 , BCE in this minibatch:  3.5833182334899902
Batch :  39 / 261 , BCE in this minibatch:  3.9992754459381104
Batch :  40 / 261 , BCE in this minibatch:  5.227487564086914
Batch :  41 / 261 , BCE in this minibatch:  4.496615409851074
Batch :  42 / 261 , BCE in this minibatch:  6.228509426116943
Batch :  43 / 261 , BCE in this minibatch:  3.8779335021972656
Batch :  44 / 261 , BCE in this minibatch:  5.486810207366943
Batch :  45 / 261 , BCE in this minibatch:  3.9816458225250244
Batch :  46 / 261 , BCE in this minibatch:  5.004607677459717
Batch :  47 / 261 , BCE in this minibatch:  8.292115211486816
Batch :  48 / 261 , BCE in this minibatch:  4.938704490661621
Batch :  49 / 261 , BCE in this minibatch:  4.5276384353637695
Batch :  50 / 261 , BCE in this minibatch:  8.70079517364502
Batch :  51 / 261 , BCE in this minibatch:  4.917239665985107
Batch :  52 / 261 , BCE in this minibatch:  4.83799409866333
Batch :  53 / 261 , BCE in this minibatch:  4.487545967102051
Batch :  54 / 261 , BCE in this minibatch:  6.896885395050049
Batch :  55 / 261 , BCE in this minibatch:  5.78269624710083
Batch :  56 / 261 , BCE in this minibatch:  5.82827615737915
Batch :  57 / 261 , BCE in this minibatch:  4.4527153968811035
Batch :  58 / 261 , BCE in this minibatch:  8.492203712463379
Batch :  59 / 261 , BCE in this minibatch:  4.856520652770996
Batch :  60 / 261 , BCE in this minibatch:  5.46229887008667
Batch :  61 / 261 , BCE in this minibatch:  4.721455097198486
Batch :  62 / 261 , BCE in this minibatch:  4.1665263175964355
Batch :  63 / 261 , BCE in this minibatch:  3.9610488414764404
Batch :  64 / 261 , BCE in this minibatch:  3.65897798538208
Batch :  65 / 261 , BCE in this minibatch:  5.246550559997559
Batch :  66 / 261 , BCE in this minibatch:  5.332099914550781
Batch :  67 / 261 , BCE in this minibatch:  7.194046974182129
Batch :  68 / 261 , BCE in this minibatch:  4.429980754852295
Batch :  69 / 261 , BCE in this minibatch:  6.371971607208252
Batch :  70 / 261 , BCE in this minibatch:  14.48808765411377
Batch :  71 / 261 , BCE in this minibatch:  5.183154106140137
Batch :  72 / 261 , BCE in this minibatch:  4.955854415893555
Batch :  73 / 261 , BCE in this minibatch:  13.61927604675293
Batch :  74 / 261 , BCE in this minibatch:  13.671293258666992
Batch :  75 / 261 , BCE in this minibatch:  5.329128742218018
Batch :  76 / 261 , BCE in this minibatch:  5.005030155181885
Batch :  77 / 261 , BCE in this minibatch:  6.065930366516113
Batch :  78 / 261 , BCE in this minibatch:  6.568577766418457
Batch :  79 / 261 , BCE in this minibatch:  4.451541423797607
Batch :  80 / 261 , BCE in this minibatch:  7.366318702697754
Batch :  81 / 261 , BCE in this minibatch:  5.948884963989258
Batch :  82 / 261 , BCE in this minibatch:  4.5011725425720215
Batch :  83 / 261 , BCE in this minibatch:  9.049495697021484
Batch :  84 / 261 , BCE in this minibatch:  5.274266719818115
Batch :  85 / 261 , BCE in this minibatch:  5.890806674957275
Batch :  86 / 261 , BCE in this minibatch:  7.192716598510742
Batch :  87 / 261 , BCE in this minibatch:  5.159258842468262
Batch :  88 / 261 , BCE in this minibatch:  5.97848653793335
Batch :  89 / 261 , BCE in this minibatch:  4.821098327636719
Batch :  90 / 261 , BCE in this minibatch:  5.192988872528076
Batch :  91 / 261 , BCE in this minibatch:  4.047033786773682
Batch :  92 / 261 , BCE in this minibatch:  5.555599689483643
Batch :  93 / 261 , BCE in this minibatch:  7.864320278167725
Batch :  94 / 261 , BCE in this minibatch:  11.391592025756836
Batch :  95 / 261 , BCE in this minibatch:  8.29990005493164
Batch :  96 / 261 , BCE in this minibatch:  7.325591564178467
Batch :  97 / 261 , BCE in this minibatch:  9.39184856414795
Batch :  98 / 261 , BCE in this minibatch:  5.326603412628174
Batch :  99 / 261 , BCE in this minibatch:  6.859158039093018
Batch :  100 / 261 , BCE in this minibatch:  11.505400657653809
Batch :  101 / 261 , BCE in this minibatch:  5.05203104019165
Batch :  102 / 261 , BCE in this minibatch:  4.686380863189697
Batch :  103 / 261 , BCE in this minibatch:  6.506011486053467
Batch :  104 / 261 , BCE in this minibatch:  5.220910549163818
Batch :  105 / 261 , BCE in this minibatch:  8.851452827453613
Batch :  106 / 261 , BCE in this minibatch:  5.5250983238220215
Batch :  107 / 261 , BCE in this minibatch:  5.735370635986328
Batch :  108 / 261 , BCE in this minibatch:  4.17516565322876
Batch :  109 / 261 , BCE in this minibatch:  5.934460163116455
Batch :  110 / 261 , BCE in this minibatch:  9.2344970703125
Batch :  111 / 261 , BCE in this minibatch:  5.4835710525512695
Batch :  112 / 261 , BCE in this minibatch:  7.088494777679443
Batch :  113 / 261 , BCE in this minibatch:  7.484035491943359
Batch :  114 / 261 , BCE in this minibatch:  7.013216495513916
Batch :  115 / 261 , BCE in this minibatch:  7.214740753173828
Batch :  116 / 261 , BCE in this minibatch:  5.7189531326293945
Batch :  117 / 261 , BCE in this minibatch:  7.745038032531738
Batch :  118 / 261 , BCE in this minibatch:  7.502251148223877
Batch :  119 / 261 , BCE in this minibatch:  6.592312812805176
Batch :  120 / 261 , BCE in this minibatch:  6.97378396987915
Batch :  121 / 261 , BCE in this minibatch:  5.013374328613281
Batch :  122 / 261 , BCE in this minibatch:  7.093953609466553
Batch :  123 / 261 , BCE in this minibatch:  6.837672710418701
Batch :  124 / 261 , BCE in this minibatch:  4.103165149688721
Batch :  125 / 261 , BCE in this minibatch:  15.359707832336426
Batch :  126 / 261 , BCE in this minibatch:  5.895778179168701
Batch :  127 / 261 , BCE in this minibatch:  4.007030963897705
Batch :  128 / 261 , BCE in this minibatch:  6.560404300689697
Batch :  129 / 261 , BCE in this minibatch:  3.920045852661133
Batch :  130 / 261 , BCE in this minibatch:  14.010009765625
Batch :  131 / 261 , BCE in this minibatch:  7.482275009155273
Batch :  132 / 261 , BCE in this minibatch:  7.2034478187561035
Batch :  133 / 261 , BCE in this minibatch:  14.349931716918945
Batch :  134 / 261 , BCE in this minibatch:  7.660311698913574
Batch :  135 / 261 , BCE in this minibatch:  6.382935047149658
Batch :  136 / 261 , BCE in this minibatch:  4.852035999298096
Batch :  137 / 261 , BCE in this minibatch:  9.397778511047363
Batch :  138 / 261 , BCE in this minibatch:  7.812694549560547
Batch :  139 / 261 , BCE in this minibatch:  5.3279314041137695
Batch :  140 / 261 , BCE in this minibatch:  4.482213020324707
Batch :  141 / 261 , BCE in this minibatch:  6.0400004386901855
Batch :  142 / 261 , BCE in this minibatch:  7.2189226150512695
Batch :  143 / 261 , BCE in this minibatch:  11.449769020080566
Batch :  144 / 261 , BCE in this minibatch:  7.801428318023682
Batch :  145 / 261 , BCE in this minibatch:  4.48775053024292
Batch :  146 / 261 , BCE in this minibatch:  7.046220779418945
Batch :  147 / 261 , BCE in this minibatch:  5.125331878662109
Batch :  148 / 261 , BCE in this minibatch:  5.434412002563477
Batch :  149 / 261 , BCE in this minibatch:  4.94631814956665
Batch :  150 / 261 , BCE in this minibatch:  4.848344802856445
Batch :  151 / 261 , BCE in this minibatch:  4.428657054901123
Batch :  152 / 261 , BCE in this minibatch:  6.786860466003418
Batch :  153 / 261 , BCE in this minibatch:  5.217414379119873
Batch :  154 / 261 , BCE in this minibatch:  3.4922993183135986
Batch :  155 / 261 , BCE in this minibatch:  3.135643243789673
Batch :  156 / 261 , BCE in this minibatch:  7.263334274291992
Batch :  157 / 261 , BCE in this minibatch:  5.860417366027832
Batch :  158 / 261 , BCE in this minibatch:  12.390528678894043
Batch :  159 / 261 , BCE in this minibatch:  6.069733142852783
Batch :  160 / 261 , BCE in this minibatch:  6.083532810211182
Batch :  161 / 261 , BCE in this minibatch:  8.382927894592285
Batch :  162 / 261 , BCE in this minibatch:  5.7149977684021
Batch :  163 / 261 , BCE in this minibatch:  6.348461627960205
Batch :  164 / 261 , BCE in this minibatch:  11.60219955444336
Batch :  165 / 261 , BCE in this minibatch:  6.111490249633789
Batch :  166 / 261 , BCE in this minibatch:  14.026692390441895
Batch :  167 / 261 , BCE in this minibatch:  8.773465156555176
Batch :  168 / 261 , BCE in this minibatch:  9.9536771774292
Batch :  169 / 261 , BCE in this minibatch:  11.407193183898926
Batch :  170 / 261 , BCE in this minibatch:  12.86378002166748
Batch :  171 / 261 , BCE in this minibatch:  30.62453842163086
Batch :  172 / 261 , BCE in this minibatch:  31.240205764770508
Batch :  173 / 261 , BCE in this minibatch:  11.106527328491211
Batch :  174 / 261 , BCE in this minibatch:  6.990869522094727
Batch :  175 / 261 , BCE in this minibatch:  5.848049163818359
Batch :  176 / 261 , BCE in this minibatch:  6.543308734893799
Batch :  177 / 261 , BCE in this minibatch:  6.654154300689697
Batch :  178 / 261 , BCE in this minibatch:  7.555844783782959
Batch :  179 / 261 , BCE in this minibatch:  7.106611728668213
Batch :  180 / 261 , BCE in this minibatch:  7.2364182472229
Batch :  181 / 261 , BCE in this minibatch:  6.840453624725342
Batch :  182 / 261 , BCE in this minibatch:  5.648066520690918
Batch :  183 / 261 , BCE in this minibatch:  6.818406105041504
Batch :  184 / 261 , BCE in this minibatch:  10.59763240814209
Batch :  185 / 261 , BCE in this minibatch:  6.050718784332275
Batch :  186 / 261 , BCE in this minibatch:  11.289433479309082
Batch :  187 / 261 , BCE in this minibatch:  5.438024044036865
Batch :  188 / 261 , BCE in this minibatch:  6.281831741333008
Batch :  189 / 261 , BCE in this minibatch:  5.660890102386475
Batch :  190 / 261 , BCE in this minibatch:  7.9607648849487305
Batch :  191 / 261 , BCE in this minibatch:  10.469368934631348
Batch :  192 / 261 , BCE in this minibatch:  7.217830657958984
Batch :  193 / 261 , BCE in this minibatch:  7.651301860809326
Batch :  194 / 261 , BCE in this minibatch:  7.411616325378418
Batch :  195 / 261 , BCE in this minibatch:  4.5634765625
Batch :  196 / 261 , BCE in this minibatch:  5.567022323608398
Batch :  197 / 261 , BCE in this minibatch:  5.520975589752197
Batch :  198 / 261 , BCE in this minibatch:  8.696759223937988
Batch :  199 / 261 , BCE in this minibatch:  6.3188886642456055
Batch :  200 / 261 , BCE in this minibatch:  11.114775657653809
Batch :  201 / 261 , BCE in this minibatch:  9.01469612121582
Batch :  202 / 261 , BCE in this minibatch:  9.969467163085938
Batch :  203 / 261 , BCE in this minibatch:  7.578540802001953
Batch :  204 / 261 , BCE in this minibatch:  6.7349653244018555
Batch :  205 / 261 , BCE in this minibatch:  6.379432201385498
Batch :  206 / 261 , BCE in this minibatch:  7.10793924331665
Batch :  207 / 261 , BCE in this minibatch:  7.045830726623535
Batch :  208 / 261 , BCE in this minibatch:  5.601479530334473
Batch :  209 / 261 , BCE in this minibatch:  7.116117000579834
Batch :  210 / 261 , BCE in this minibatch:  17.79530143737793
Batch :  211 / 261 , BCE in this minibatch:  20.5606746673584
Batch :  212 / 261 , BCE in this minibatch:  10.288861274719238
Batch :  213 / 261 , BCE in this minibatch:  16.377891540527344
Batch :  214 / 261 , BCE in this minibatch:  11.5385160446167
Batch :  215 / 261 , BCE in this minibatch:  4.199373722076416
Batch :  216 / 261 , BCE in this minibatch:  3.773972749710083
Batch :  217 / 261 , BCE in this minibatch:  3.9106602668762207
Batch :  218 / 261 , BCE in this minibatch:  6.317933082580566
Batch :  219 / 261 , BCE in this minibatch:  6.252787113189697
Batch :  220 / 261 , BCE in this minibatch:  14.454319953918457
Batch :  221 / 261 , BCE in this minibatch:  8.443429946899414
Batch :  222 / 261 , BCE in this minibatch:  8.09107494354248
Batch :  223 / 261 , BCE in this minibatch:  5.1394500732421875
Batch :  224 / 261 , BCE in this minibatch:  14.312524795532227
Batch :  225 / 261 , BCE in this minibatch:  24.828420639038086
Batch :  226 / 261 , BCE in this minibatch:  9.835936546325684
Batch :  227 / 261 , BCE in this minibatch:  5.817442893981934
Batch :  228 / 261 , BCE in this minibatch:  8.325187683105469
Batch :  229 / 261 , BCE in this minibatch:  7.498613357543945
Batch :  230 / 261 , BCE in this minibatch:  7.430753707885742
Batch :  231 / 261 , BCE in this minibatch:  8.056472778320312
Batch :  232 / 261 , BCE in this minibatch:  7.684427261352539
Batch :  233 / 261 , BCE in this minibatch:  8.124130249023438
Batch :  234 / 261 , BCE in this minibatch:  6.327537536621094
Batch :  235 / 261 , BCE in this minibatch:  8.300165176391602
Batch :  236 / 261 , BCE in this minibatch:  6.7652459144592285
Batch :  237 / 261 , BCE in this minibatch:  5.597009658813477
Batch :  238 / 261 , BCE in this minibatch:  7.079900741577148
Batch :  239 / 261 , BCE in this minibatch:  5.834501266479492
Batch :  240 / 261 , BCE in this minibatch:  7.06298303604126
Batch :  241 / 261 , BCE in this minibatch:  5.554496765136719
Batch :  242 / 261 , BCE in this minibatch:  5.095139503479004
Batch :  243 / 261 , BCE in this minibatch:  4.1741108894348145
Batch :  244 / 261 , BCE in this minibatch:  5.1621856689453125
Batch :  245 / 261 , BCE in this minibatch:  7.91649866104126
Batch :  246 / 261 , BCE in this minibatch:  6.472548961639404
Batch :  247 / 261 , BCE in this minibatch:  7.943905353546143
Batch :  248 / 261 , BCE in this minibatch:  5.530998706817627
Batch :  249 / 261 , BCE in this minibatch:  8.403724670410156
Batch :  250 / 261 , BCE in this minibatch:  6.027695655822754
Batch :  251 / 261 , BCE in this minibatch:  4.919682025909424
Batch :  252 / 261 , BCE in this minibatch:  10.506735801696777
Batch :  253 / 261 , BCE in this minibatch:  11.609001159667969
Batch :  254 / 261 , BCE in this minibatch:  12.312089920043945
Batch :  255 / 261 , BCE in this minibatch:  6.530301094055176
Batch :  256 / 261 , BCE in this minibatch:  9.42561149597168
Batch :  257 / 261 , BCE in this minibatch:  9.996177673339844
Batch :  258 / 261 , BCE in this minibatch:  7.71565580368042
Batch :  259 / 261 , BCE in this minibatch:  5.822175025939941
Batch :  260 / 261 , BCE in this minibatch:  4.699273586273193
Batch :  261 / 261 , BCE in this minibatch:  4.15126895904541
epoch: 61  train_loss: 7.0295350935267304
Batch :  1 / 261 , BCE in this minibatch:  3.8028342723846436
Batch :  2 / 261 , BCE in this minibatch:  4.677607536315918
Batch :  3 / 261 , BCE in this minibatch:  4.7256011962890625
Batch :  4 / 261 , BCE in this minibatch:  4.71635627746582
Batch :  5 / 261 , BCE in this minibatch:  5.166215419769287
Batch :  6 / 261 , BCE in this minibatch:  4.85567569732666
Batch :  7 / 261 , BCE in this minibatch:  5.315368175506592
Batch :  8 / 261 , BCE in this minibatch:  4.891391754150391
Batch :  9 / 261 , BCE in this minibatch:  4.0641584396362305
Batch :  10 / 261 , BCE in this minibatch:  4.728060722351074
Batch :  11 / 261 , BCE in this minibatch:  4.318469524383545
Batch :  12 / 261 , BCE in this minibatch:  4.504810333251953
Batch :  13 / 261 , BCE in this minibatch:  5.22384786605835
Batch :  14 / 261 , BCE in this minibatch:  5.080981254577637
Batch :  15 / 261 , BCE in this minibatch:  4.595484256744385
Batch :  16 / 261 , BCE in this minibatch:  4.939503192901611
Batch :  17 / 261 , BCE in this minibatch:  8.784468650817871
Batch :  18 / 261 , BCE in this minibatch:  4.859095573425293
Batch :  19 / 261 , BCE in this minibatch:  4.184597969055176
Batch :  20 / 261 , BCE in this minibatch:  4.311010837554932
Batch :  21 / 261 , BCE in this minibatch:  4.171720504760742
Batch :  22 / 261 , BCE in this minibatch:  4.039270877838135
Batch :  23 / 261 , BCE in this minibatch:  3.800790548324585
Batch :  24 / 261 , BCE in this minibatch:  5.113674163818359
Batch :  25 / 261 , BCE in this minibatch:  5.3037567138671875
Batch :  26 / 261 , BCE in this minibatch:  4.8891143798828125
Batch :  27 / 261 , BCE in this minibatch:  3.504962205886841
Batch :  28 / 261 , BCE in this minibatch:  4.971876621246338
Batch :  29 / 261 , BCE in this minibatch:  4.117447376251221
Batch :  30 / 261 , BCE in this minibatch:  5.246888637542725
Batch :  31 / 261 , BCE in this minibatch:  4.048206329345703
Batch :  32 / 261 , BCE in this minibatch:  4.361686706542969
Batch :  33 / 261 , BCE in this minibatch:  4.174279689788818
Batch :  34 / 261 , BCE in this minibatch:  3.4336719512939453
Batch :  35 / 261 , BCE in this minibatch:  6.71049690246582
Batch :  36 / 261 , BCE in this minibatch:  3.822828531265259
Batch :  37 / 261 , BCE in this minibatch:  3.951160192489624
Batch :  38 / 261 , BCE in this minibatch:  3.591329574584961
Batch :  39 / 261 , BCE in this minibatch:  3.965538501739502
Batch :  40 / 261 , BCE in this minibatch:  5.224635601043701
Batch :  41 / 261 , BCE in this minibatch:  4.490840435028076
Batch :  42 / 261 , BCE in this minibatch:  6.185238361358643
Batch :  43 / 261 , BCE in this minibatch:  3.8738691806793213
Batch :  44 / 261 , BCE in this minibatch:  5.483862400054932
Batch :  45 / 261 , BCE in this minibatch:  3.964582681655884
Batch :  46 / 261 , BCE in this minibatch:  5.02155065536499
Batch :  47 / 261 , BCE in this minibatch:  8.230058670043945
Batch :  48 / 261 , BCE in this minibatch:  4.884909629821777
Batch :  49 / 261 , BCE in this minibatch:  4.555452346801758
Batch :  50 / 261 , BCE in this minibatch:  8.720418930053711
Batch :  51 / 261 , BCE in this minibatch:  4.846780300140381
Batch :  52 / 261 , BCE in this minibatch:  4.87917947769165
Batch :  53 / 261 , BCE in this minibatch:  4.458495140075684
Batch :  54 / 261 , BCE in this minibatch:  6.902796268463135
Batch :  55 / 261 , BCE in this minibatch:  5.851989269256592
Batch :  56 / 261 , BCE in this minibatch:  5.830402374267578
Batch :  57 / 261 , BCE in this minibatch:  4.424931049346924
Batch :  58 / 261 , BCE in this minibatch:  8.468582153320312
Batch :  59 / 261 , BCE in this minibatch:  4.903170108795166
Batch :  60 / 261 , BCE in this minibatch:  5.406162261962891
Batch :  61 / 261 , BCE in this minibatch:  4.747225284576416
Batch :  62 / 261 , BCE in this minibatch:  4.124868392944336
Batch :  63 / 261 , BCE in this minibatch:  3.932662010192871
Batch :  64 / 261 , BCE in this minibatch:  3.6288487911224365
Batch :  65 / 261 , BCE in this minibatch:  5.29213809967041
Batch :  66 / 261 , BCE in this minibatch:  5.307677268981934
Batch :  67 / 261 , BCE in this minibatch:  7.147598743438721
Batch :  68 / 261 , BCE in this minibatch:  4.380647659301758
Batch :  69 / 261 , BCE in this minibatch:  6.40973424911499
Batch :  70 / 261 , BCE in this minibatch:  14.423160552978516
Batch :  71 / 261 , BCE in this minibatch:  5.219086647033691
Batch :  72 / 261 , BCE in this minibatch:  4.9397687911987305
Batch :  73 / 261 , BCE in this minibatch:  13.600759506225586
Batch :  74 / 261 , BCE in this minibatch:  13.65680980682373
Batch :  75 / 261 , BCE in this minibatch:  5.342849254608154
Batch :  76 / 261 , BCE in this minibatch:  4.986466884613037
Batch :  77 / 261 , BCE in this minibatch:  6.060667037963867
Batch :  78 / 261 , BCE in this minibatch:  6.51735258102417
Batch :  79 / 261 , BCE in this minibatch:  4.426793575286865
Batch :  80 / 261 , BCE in this minibatch:  7.466451168060303
Batch :  81 / 261 , BCE in this minibatch:  5.972102642059326
Batch :  82 / 261 , BCE in this minibatch:  4.503535270690918
Batch :  83 / 261 , BCE in this minibatch:  9.020645141601562
Batch :  84 / 261 , BCE in this minibatch:  5.266429901123047
Batch :  85 / 261 , BCE in this minibatch:  5.907787322998047
Batch :  86 / 261 , BCE in this minibatch:  7.260303497314453
Batch :  87 / 261 , BCE in this minibatch:  5.132136821746826
Batch :  88 / 261 , BCE in this minibatch:  5.940035343170166
Batch :  89 / 261 , BCE in this minibatch:  4.777215480804443
Batch :  90 / 261 , BCE in this minibatch:  5.233065605163574
Batch :  91 / 261 , BCE in this minibatch:  4.040370941162109
Batch :  92 / 261 , BCE in this minibatch:  5.552614212036133
Batch :  93 / 261 , BCE in this minibatch:  7.851078987121582
Batch :  94 / 261 , BCE in this minibatch:  11.375875473022461
Batch :  95 / 261 , BCE in this minibatch:  8.28774356842041
Batch :  96 / 261 , BCE in this minibatch:  7.328839302062988
Batch :  97 / 261 , BCE in this minibatch:  9.344134330749512
Batch :  98 / 261 , BCE in this minibatch:  5.327615261077881
Batch :  99 / 261 , BCE in this minibatch:  6.877678871154785
Batch :  100 / 261 , BCE in this minibatch:  11.478011131286621
Batch :  101 / 261 , BCE in this minibatch:  5.0055975914001465
Batch :  102 / 261 , BCE in this minibatch:  4.679492950439453
Batch :  103 / 261 , BCE in this minibatch:  6.455655574798584
Batch :  104 / 261 , BCE in this minibatch:  5.229153633117676
Batch :  105 / 261 , BCE in this minibatch:  8.820090293884277
Batch :  106 / 261 , BCE in this minibatch:  5.5272135734558105
Batch :  107 / 261 , BCE in this minibatch:  5.761033058166504
Batch :  108 / 261 , BCE in this minibatch:  4.194777965545654
Batch :  109 / 261 , BCE in this minibatch:  5.885315418243408
Batch :  110 / 261 , BCE in this minibatch:  9.180939674377441
Batch :  111 / 261 , BCE in this minibatch:  5.486087799072266
Batch :  112 / 261 , BCE in this minibatch:  7.059001445770264
Batch :  113 / 261 , BCE in this minibatch:  7.377140998840332
Batch :  114 / 261 , BCE in this minibatch:  6.953381538391113
Batch :  115 / 261 , BCE in this minibatch:  7.154942035675049
Batch :  116 / 261 , BCE in this minibatch:  5.668641090393066
Batch :  117 / 261 , BCE in this minibatch:  7.6864237785339355
Batch :  118 / 261 , BCE in this minibatch:  7.5192975997924805
Batch :  119 / 261 , BCE in this minibatch:  6.595695495605469
Batch :  120 / 261 , BCE in this minibatch:  6.970005035400391
Batch :  121 / 261 , BCE in this minibatch:  4.992315292358398
Batch :  122 / 261 , BCE in this minibatch:  7.055077075958252
Batch :  123 / 261 , BCE in this minibatch:  6.843133926391602
Batch :  124 / 261 , BCE in this minibatch:  4.0905046463012695
Batch :  125 / 261 , BCE in this minibatch:  15.290024757385254
Batch :  126 / 261 , BCE in this minibatch:  5.833897590637207
Batch :  127 / 261 , BCE in this minibatch:  4.016317844390869
Batch :  128 / 261 , BCE in this minibatch:  6.48964786529541
Batch :  129 / 261 , BCE in this minibatch:  3.888735771179199
Batch :  130 / 261 , BCE in this minibatch:  13.989415168762207
Batch :  131 / 261 , BCE in this minibatch:  7.530867576599121
Batch :  132 / 261 , BCE in this minibatch:  7.079946517944336
Batch :  133 / 261 , BCE in this minibatch:  14.20687198638916
Batch :  134 / 261 , BCE in this minibatch:  7.6276116371154785
Batch :  135 / 261 , BCE in this minibatch:  6.424373626708984
Batch :  136 / 261 , BCE in this minibatch:  4.8545708656311035
Batch :  137 / 261 , BCE in this minibatch:  9.343599319458008
Batch :  138 / 261 , BCE in this minibatch:  7.8411359786987305
Batch :  139 / 261 , BCE in this minibatch:  5.263689041137695
Batch :  140 / 261 , BCE in this minibatch:  4.469006538391113
Batch :  141 / 261 , BCE in this minibatch:  6.043150901794434
Batch :  142 / 261 , BCE in this minibatch:  7.295032978057861
Batch :  143 / 261 , BCE in this minibatch:  11.462849617004395
Batch :  144 / 261 , BCE in this minibatch:  7.776670455932617
Batch :  145 / 261 , BCE in this minibatch:  4.49117374420166
Batch :  146 / 261 , BCE in this minibatch:  6.936089992523193
Batch :  147 / 261 , BCE in this minibatch:  5.0767340660095215
Batch :  148 / 261 , BCE in this minibatch:  5.349026679992676
Batch :  149 / 261 , BCE in this minibatch:  4.834934234619141
Batch :  150 / 261 , BCE in this minibatch:  4.836667060852051
Batch :  151 / 261 , BCE in this minibatch:  4.4046854972839355
Batch :  152 / 261 , BCE in this minibatch:  6.721028804779053
Batch :  153 / 261 , BCE in this minibatch:  5.165740013122559
Batch :  154 / 261 , BCE in this minibatch:  3.4465436935424805
Batch :  155 / 261 , BCE in this minibatch:  3.1434450149536133
Batch :  156 / 261 , BCE in this minibatch:  7.245943069458008
Batch :  157 / 261 , BCE in this minibatch:  5.815923690795898
Batch :  158 / 261 , BCE in this minibatch:  12.345929145812988
Batch :  159 / 261 , BCE in this minibatch:  6.09060001373291
Batch :  160 / 261 , BCE in this minibatch:  6.066466331481934
Batch :  161 / 261 , BCE in this minibatch:  8.350412368774414
Batch :  162 / 261 , BCE in this minibatch:  5.648891925811768
Batch :  163 / 261 , BCE in this minibatch:  6.357168197631836
Batch :  164 / 261 , BCE in this minibatch:  11.581724166870117
Batch :  165 / 261 , BCE in this minibatch:  6.0858306884765625
Batch :  166 / 261 , BCE in this minibatch:  14.038007736206055
Batch :  167 / 261 , BCE in this minibatch:  8.710079193115234
Batch :  168 / 261 , BCE in this minibatch:  9.948029518127441
Batch :  169 / 261 , BCE in this minibatch:  11.418519973754883
Batch :  170 / 261 , BCE in this minibatch:  12.837432861328125
Batch :  171 / 261 , BCE in this minibatch:  30.510717391967773
Batch :  172 / 261 , BCE in this minibatch:  31.004589080810547
Batch :  173 / 261 , BCE in this minibatch:  11.043147087097168
Batch :  174 / 261 , BCE in this minibatch:  6.89235782623291
Batch :  175 / 261 , BCE in this minibatch:  5.965128421783447
Batch :  176 / 261 , BCE in this minibatch:  6.668367862701416
Batch :  177 / 261 , BCE in this minibatch:  6.763546943664551
Batch :  178 / 261 , BCE in this minibatch:  7.546157360076904
Batch :  179 / 261 , BCE in this minibatch:  7.171350002288818
Batch :  180 / 261 , BCE in this minibatch:  7.326132774353027
Batch :  181 / 261 , BCE in this minibatch:  6.81142520904541
Batch :  182 / 261 , BCE in this minibatch:  5.7497334480285645
Batch :  183 / 261 , BCE in this minibatch:  6.706589221954346
Batch :  184 / 261 , BCE in this minibatch:  10.514707565307617
Batch :  185 / 261 , BCE in this minibatch:  6.062416076660156
Batch :  186 / 261 , BCE in this minibatch:  11.254578590393066
Batch :  187 / 261 , BCE in this minibatch:  5.4904704093933105
Batch :  188 / 261 , BCE in this minibatch:  6.266083240509033
Batch :  189 / 261 , BCE in this minibatch:  5.730656623840332
Batch :  190 / 261 , BCE in this minibatch:  7.874217510223389
Batch :  191 / 261 , BCE in this minibatch:  10.489445686340332
Batch :  192 / 261 , BCE in this minibatch:  7.260408401489258
Batch :  193 / 261 , BCE in this minibatch:  7.612616062164307
Batch :  194 / 261 , BCE in this minibatch:  7.419984340667725
Batch :  195 / 261 , BCE in this minibatch:  4.538854122161865
Batch :  196 / 261 , BCE in this minibatch:  5.519294738769531
Batch :  197 / 261 , BCE in this minibatch:  5.520952224731445
Batch :  198 / 261 , BCE in this minibatch:  8.59823989868164
Batch :  199 / 261 , BCE in this minibatch:  6.2400898933410645
Batch :  200 / 261 , BCE in this minibatch:  11.123565673828125
Batch :  201 / 261 , BCE in this minibatch:  8.874900817871094
Batch :  202 / 261 , BCE in this minibatch:  9.938166618347168
Batch :  203 / 261 , BCE in this minibatch:  7.569789886474609
Batch :  204 / 261 , BCE in this minibatch:  6.684838771820068
Batch :  205 / 261 , BCE in this minibatch:  6.400765895843506
Batch :  206 / 261 , BCE in this minibatch:  7.047505855560303
Batch :  207 / 261 , BCE in this minibatch:  6.962226867675781
Batch :  208 / 261 , BCE in this minibatch:  5.577120780944824
Batch :  209 / 261 , BCE in this minibatch:  7.088691711425781
Batch :  210 / 261 , BCE in this minibatch:  17.728012084960938
Batch :  211 / 261 , BCE in this minibatch:  20.489770889282227
Batch :  212 / 261 , BCE in this minibatch:  10.266478538513184
Batch :  213 / 261 , BCE in this minibatch:  16.288808822631836
Batch :  214 / 261 , BCE in this minibatch:  11.519950866699219
Batch :  215 / 261 , BCE in this minibatch:  4.180352687835693
Batch :  216 / 261 , BCE in this minibatch:  3.7170021533966064
Batch :  217 / 261 , BCE in this minibatch:  3.9146101474761963
Batch :  218 / 261 , BCE in this minibatch:  6.273041725158691
Batch :  219 / 261 , BCE in this minibatch:  6.281797409057617
Batch :  220 / 261 , BCE in this minibatch:  14.434213638305664
Batch :  221 / 261 , BCE in this minibatch:  8.403885841369629
Batch :  222 / 261 , BCE in this minibatch:  8.097786903381348
Batch :  223 / 261 , BCE in this minibatch:  5.124940395355225
Batch :  224 / 261 , BCE in this minibatch:  14.252324104309082
Batch :  225 / 261 , BCE in this minibatch:  24.56519889831543
Batch :  226 / 261 , BCE in this minibatch:  9.776142120361328
Batch :  227 / 261 , BCE in this minibatch:  5.858786106109619
Batch :  228 / 261 , BCE in this minibatch:  8.297001838684082
Batch :  229 / 261 , BCE in this minibatch:  7.491538047790527
Batch :  230 / 261 , BCE in this minibatch:  7.416035175323486
Batch :  231 / 261 , BCE in this minibatch:  7.963241100311279
Batch :  232 / 261 , BCE in this minibatch:  7.558431625366211
Batch :  233 / 261 , BCE in this minibatch:  8.087902069091797
Batch :  234 / 261 , BCE in this minibatch:  6.414984226226807
Batch :  235 / 261 , BCE in this minibatch:  8.276810646057129
Batch :  236 / 261 , BCE in this minibatch:  6.692082405090332
Batch :  237 / 261 , BCE in this minibatch:  5.614559650421143
Batch :  238 / 261 , BCE in this minibatch:  7.061810493469238
Batch :  239 / 261 , BCE in this minibatch:  5.822115898132324
Batch :  240 / 261 , BCE in this minibatch:  7.01535177230835
Batch :  241 / 261 , BCE in this minibatch:  5.504788398742676
Batch :  242 / 261 , BCE in this minibatch:  5.072340965270996
Batch :  243 / 261 , BCE in this minibatch:  4.084742546081543
Batch :  244 / 261 , BCE in this minibatch:  5.1384053230285645
Batch :  245 / 261 , BCE in this minibatch:  7.853884696960449
Batch :  246 / 261 , BCE in this minibatch:  6.479756832122803
Batch :  247 / 261 , BCE in this minibatch:  7.895830154418945
Batch :  248 / 261 , BCE in this minibatch:  5.53787088394165
Batch :  249 / 261 , BCE in this minibatch:  8.326605796813965
Batch :  250 / 261 , BCE in this minibatch:  5.845609664916992
Batch :  251 / 261 , BCE in this minibatch:  4.937841892242432
Batch :  252 / 261 , BCE in this minibatch:  10.481819152832031
Batch :  253 / 261 , BCE in this minibatch:  11.673456192016602
Batch :  254 / 261 , BCE in this minibatch:  12.275732040405273
Batch :  255 / 261 , BCE in this minibatch:  6.47990608215332
Batch :  256 / 261 , BCE in this minibatch:  9.398879051208496
Batch :  257 / 261 , BCE in this minibatch:  10.027724266052246
Batch :  258 / 261 , BCE in this minibatch:  7.6693854331970215
Batch :  259 / 261 , BCE in this minibatch:  5.772263526916504
Batch :  260 / 261 , BCE in this minibatch:  4.677855491638184
Batch :  261 / 261 , BCE in this minibatch:  4.015141010284424
epoch: 62  train_loss: 7.00912234426915
Batch :  1 / 261 , BCE in this minibatch:  3.7857577800750732
Batch :  2 / 261 , BCE in this minibatch:  4.622631549835205
Batch :  3 / 261 , BCE in this minibatch:  4.687817573547363
Batch :  4 / 261 , BCE in this minibatch:  4.704455852508545
Batch :  5 / 261 , BCE in this minibatch:  5.194403171539307
Batch :  6 / 261 , BCE in this minibatch:  4.844320297241211
Batch :  7 / 261 , BCE in this minibatch:  5.300418853759766
Batch :  8 / 261 , BCE in this minibatch:  4.851398944854736
Batch :  9 / 261 , BCE in this minibatch:  4.084689617156982
Batch :  10 / 261 , BCE in this minibatch:  4.783639430999756
Batch :  11 / 261 , BCE in this minibatch:  4.3451924324035645
Batch :  12 / 261 , BCE in this minibatch:  4.50601863861084
Batch :  13 / 261 , BCE in this minibatch:  5.135198593139648
Batch :  14 / 261 , BCE in this minibatch:  5.043123722076416
Batch :  15 / 261 , BCE in this minibatch:  4.559469699859619
Batch :  16 / 261 , BCE in this minibatch:  4.960689544677734
Batch :  17 / 261 , BCE in this minibatch:  8.717239379882812
Batch :  18 / 261 , BCE in this minibatch:  4.859338760375977
Batch :  19 / 261 , BCE in this minibatch:  4.206557750701904
Batch :  20 / 261 , BCE in this minibatch:  4.293534278869629
Batch :  21 / 261 , BCE in this minibatch:  4.221072196960449
Batch :  22 / 261 , BCE in this minibatch:  4.019437313079834
Batch :  23 / 261 , BCE in this minibatch:  3.7667129039764404
Batch :  24 / 261 , BCE in this minibatch:  5.10577917098999
Batch :  25 / 261 , BCE in this minibatch:  5.294197082519531
Batch :  26 / 261 , BCE in this minibatch:  4.8460869789123535
Batch :  27 / 261 , BCE in this minibatch:  3.443786144256592
Batch :  28 / 261 , BCE in this minibatch:  4.882426738739014
Batch :  29 / 261 , BCE in this minibatch:  4.067521095275879
Batch :  30 / 261 , BCE in this minibatch:  5.270615100860596
Batch :  31 / 261 , BCE in this minibatch:  4.044104099273682
Batch :  32 / 261 , BCE in this minibatch:  4.382074356079102
Batch :  33 / 261 , BCE in this minibatch:  4.127942085266113
Batch :  34 / 261 , BCE in this minibatch:  3.409252643585205
Batch :  35 / 261 , BCE in this minibatch:  6.705319404602051
Batch :  36 / 261 , BCE in this minibatch:  3.8257150650024414
Batch :  37 / 261 , BCE in this minibatch:  3.974888563156128
Batch :  38 / 261 , BCE in this minibatch:  3.5809082984924316
Batch :  39 / 261 , BCE in this minibatch:  3.9430174827575684
Batch :  40 / 261 , BCE in this minibatch:  5.188624858856201
Batch :  41 / 261 , BCE in this minibatch:  4.478095531463623
Batch :  42 / 261 , BCE in this minibatch:  6.1675705909729
Batch :  43 / 261 , BCE in this minibatch:  3.886202573776245
Batch :  44 / 261 , BCE in this minibatch:  5.45363187789917
Batch :  45 / 261 , BCE in this minibatch:  3.935640573501587
Batch :  46 / 261 , BCE in this minibatch:  5.021608829498291
Batch :  47 / 261 , BCE in this minibatch:  8.262345314025879
Batch :  48 / 261 , BCE in this minibatch:  4.919398784637451
Batch :  49 / 261 , BCE in this minibatch:  4.533130645751953
Batch :  50 / 261 , BCE in this minibatch:  8.672588348388672
Batch :  51 / 261 , BCE in this minibatch:  4.8511247634887695
Batch :  52 / 261 , BCE in this minibatch:  4.882390975952148
Batch :  53 / 261 , BCE in this minibatch:  4.4438066482543945
Batch :  54 / 261 , BCE in this minibatch:  6.856053829193115
Batch :  55 / 261 , BCE in this minibatch:  5.806286334991455
Batch :  56 / 261 , BCE in this minibatch:  5.787294387817383
Batch :  57 / 261 , BCE in this minibatch:  4.396655559539795
Batch :  58 / 261 , BCE in this minibatch:  8.5196533203125
Batch :  59 / 261 , BCE in this minibatch:  4.863480567932129
Batch :  60 / 261 , BCE in this minibatch:  5.41506290435791
Batch :  61 / 261 , BCE in this minibatch:  4.727880001068115
Batch :  62 / 261 , BCE in this minibatch:  4.136654376983643
Batch :  63 / 261 , BCE in this minibatch:  3.9679038524627686
Batch :  64 / 261 , BCE in this minibatch:  3.6042323112487793
Batch :  65 / 261 , BCE in this minibatch:  5.28270149230957
Batch :  66 / 261 , BCE in this minibatch:  5.261041641235352
Batch :  67 / 261 , BCE in this minibatch:  7.104381561279297
Batch :  68 / 261 , BCE in this minibatch:  4.406154632568359
Batch :  69 / 261 , BCE in this minibatch:  6.329549789428711
Batch :  70 / 261 , BCE in this minibatch:  14.313605308532715
Batch :  71 / 261 , BCE in this minibatch:  5.233968257904053
Batch :  72 / 261 , BCE in this minibatch:  4.913877964019775
Batch :  73 / 261 , BCE in this minibatch:  13.487580299377441
Batch :  74 / 261 , BCE in this minibatch:  13.55984878540039
Batch :  75 / 261 , BCE in this minibatch:  5.322238922119141
Batch :  76 / 261 , BCE in this minibatch:  4.926891803741455
Batch :  77 / 261 , BCE in this minibatch:  6.05661153793335
Batch :  78 / 261 , BCE in this minibatch:  6.533333778381348
Batch :  79 / 261 , BCE in this minibatch:  4.420291900634766
Batch :  80 / 261 , BCE in this minibatch:  7.306938171386719
Batch :  81 / 261 , BCE in this minibatch:  5.9719696044921875
Batch :  82 / 261 , BCE in this minibatch:  4.486814975738525
Batch :  83 / 261 , BCE in this minibatch:  8.966256141662598
Batch :  84 / 261 , BCE in this minibatch:  5.264354228973389
Batch :  85 / 261 , BCE in this minibatch:  5.851293087005615
Batch :  86 / 261 , BCE in this minibatch:  7.246729850769043
Batch :  87 / 261 , BCE in this minibatch:  5.1025238037109375
Batch :  88 / 261 , BCE in this minibatch:  5.955488681793213
Batch :  89 / 261 , BCE in this minibatch:  4.756829261779785
Batch :  90 / 261 , BCE in this minibatch:  5.203376293182373
Batch :  91 / 261 , BCE in this minibatch:  4.062909126281738
Batch :  92 / 261 , BCE in this minibatch:  5.520960807800293
Batch :  93 / 261 , BCE in this minibatch:  7.7799973487854
Batch :  94 / 261 , BCE in this minibatch:  11.336379051208496
Batch :  95 / 261 , BCE in this minibatch:  8.271302223205566
Batch :  96 / 261 , BCE in this minibatch:  7.26207160949707
Batch :  97 / 261 , BCE in this minibatch:  9.28724479675293
Batch :  98 / 261 , BCE in this minibatch:  5.362087249755859
Batch :  99 / 261 , BCE in this minibatch:  6.875485420227051
Batch :  100 / 261 , BCE in this minibatch:  11.493999481201172
Batch :  101 / 261 , BCE in this minibatch:  4.944137096405029
Batch :  102 / 261 , BCE in this minibatch:  4.714765548706055
Batch :  103 / 261 , BCE in this minibatch:  6.447129726409912
Batch :  104 / 261 , BCE in this minibatch:  5.167764663696289
Batch :  105 / 261 , BCE in this minibatch:  8.809849739074707
Batch :  106 / 261 , BCE in this minibatch:  5.476308822631836
Batch :  107 / 261 , BCE in this minibatch:  5.748662948608398
Batch :  108 / 261 , BCE in this minibatch:  4.1411051750183105
Batch :  109 / 261 , BCE in this minibatch:  5.912622451782227
Batch :  110 / 261 , BCE in this minibatch:  9.194235801696777
Batch :  111 / 261 , BCE in this minibatch:  5.4659576416015625
Batch :  112 / 261 , BCE in this minibatch:  7.057470798492432
Batch :  113 / 261 , BCE in this minibatch:  7.429095268249512
Batch :  114 / 261 , BCE in this minibatch:  6.935636520385742
Batch :  115 / 261 , BCE in this minibatch:  7.145195007324219
Batch :  116 / 261 , BCE in this minibatch:  5.6550164222717285
Batch :  117 / 261 , BCE in this minibatch:  7.755373001098633
Batch :  118 / 261 , BCE in this minibatch:  7.497437477111816
Batch :  119 / 261 , BCE in this minibatch:  6.591265678405762
Batch :  120 / 261 , BCE in this minibatch:  6.9932146072387695
Batch :  121 / 261 , BCE in this minibatch:  4.939792633056641
Batch :  122 / 261 , BCE in this minibatch:  6.991854190826416
Batch :  123 / 261 , BCE in this minibatch:  6.820678234100342
Batch :  124 / 261 , BCE in this minibatch:  4.036247730255127
Batch :  125 / 261 , BCE in this minibatch:  15.194666862487793
Batch :  126 / 261 , BCE in this minibatch:  5.910804271697998
Batch :  127 / 261 , BCE in this minibatch:  4.015320301055908
Batch :  128 / 261 , BCE in this minibatch:  6.526181697845459
Batch :  129 / 261 , BCE in this minibatch:  3.8679585456848145
Batch :  130 / 261 , BCE in this minibatch:  13.875636100769043
Batch :  131 / 261 , BCE in this minibatch:  7.445566177368164
Batch :  132 / 261 , BCE in this minibatch:  7.088626861572266
Batch :  133 / 261 , BCE in this minibatch:  14.292113304138184
Batch :  134 / 261 , BCE in this minibatch:  7.651269435882568
Batch :  135 / 261 , BCE in this minibatch:  6.395221710205078
Batch :  136 / 261 , BCE in this minibatch:  4.85304069519043
Batch :  137 / 261 , BCE in this minibatch:  9.319219589233398
Batch :  138 / 261 , BCE in this minibatch:  7.742462635040283
Batch :  139 / 261 , BCE in this minibatch:  5.305850982666016
Batch :  140 / 261 , BCE in this minibatch:  4.467433452606201
Batch :  141 / 261 , BCE in this minibatch:  5.97176456451416
Batch :  142 / 261 , BCE in this minibatch:  7.197137832641602
Batch :  143 / 261 , BCE in this minibatch:  11.51530647277832
Batch :  144 / 261 , BCE in this minibatch:  7.764293193817139
Batch :  145 / 261 , BCE in this minibatch:  4.465122222900391
Batch :  146 / 261 , BCE in this minibatch:  6.9757795333862305
Batch :  147 / 261 , BCE in this minibatch:  5.082824230194092
Batch :  148 / 261 , BCE in this minibatch:  5.398457050323486
Batch :  149 / 261 , BCE in this minibatch:  4.917593479156494
Batch :  150 / 261 , BCE in this minibatch:  4.795251846313477
Batch :  151 / 261 , BCE in this minibatch:  4.420194625854492
Batch :  152 / 261 , BCE in this minibatch:  6.705681800842285
Batch :  153 / 261 , BCE in this minibatch:  5.187672138214111
Batch :  154 / 261 , BCE in this minibatch:  3.4506030082702637
Batch :  155 / 261 , BCE in this minibatch:  3.1383957862854004
Batch :  156 / 261 , BCE in this minibatch:  7.179106712341309
Batch :  157 / 261 , BCE in this minibatch:  5.822949409484863
Batch :  158 / 261 , BCE in this minibatch:  12.277324676513672
Batch :  159 / 261 , BCE in this minibatch:  6.038506507873535
Batch :  160 / 261 , BCE in this minibatch:  6.026169300079346
Batch :  161 / 261 , BCE in this minibatch:  8.312933921813965
Batch :  162 / 261 , BCE in this minibatch:  5.603155136108398
Batch :  163 / 261 , BCE in this minibatch:  6.361793041229248
Batch :  164 / 261 , BCE in this minibatch:  11.633030891418457
Batch :  165 / 261 , BCE in this minibatch:  6.07655668258667
Batch :  166 / 261 , BCE in this minibatch:  14.05697250366211
Batch :  167 / 261 , BCE in this minibatch:  8.662222862243652
Batch :  168 / 261 , BCE in this minibatch:  9.850682258605957
Batch :  169 / 261 , BCE in this minibatch:  11.28982925415039
Batch :  170 / 261 , BCE in this minibatch:  12.75732421875
Batch :  171 / 261 , BCE in this minibatch:  30.326953887939453
Batch :  172 / 261 , BCE in this minibatch:  30.804445266723633
Batch :  173 / 261 , BCE in this minibatch:  10.967763900756836
Batch :  174 / 261 , BCE in this minibatch:  6.855703830718994
Batch :  175 / 261 , BCE in this minibatch:  5.905929088592529
Batch :  176 / 261 , BCE in this minibatch:  6.696093559265137
Batch :  177 / 261 , BCE in this minibatch:  6.683617115020752
Batch :  178 / 261 , BCE in this minibatch:  7.453834533691406
Batch :  179 / 261 , BCE in this minibatch:  7.149215221405029
Batch :  180 / 261 , BCE in this minibatch:  7.194913387298584
Batch :  181 / 261 , BCE in this minibatch:  6.794431209564209
Batch :  182 / 261 , BCE in this minibatch:  5.626513957977295
Batch :  183 / 261 , BCE in this minibatch:  6.694626331329346
Batch :  184 / 261 , BCE in this minibatch:  10.563752174377441
Batch :  185 / 261 , BCE in this minibatch:  6.04266881942749
Batch :  186 / 261 , BCE in this minibatch:  11.188907623291016
Batch :  187 / 261 , BCE in this minibatch:  5.4490647315979
Batch :  188 / 261 , BCE in this minibatch:  6.198897361755371
Batch :  189 / 261 , BCE in this minibatch:  5.645185947418213
Batch :  190 / 261 , BCE in this minibatch:  7.835450172424316
Batch :  191 / 261 , BCE in this minibatch:  10.471041679382324
Batch :  192 / 261 , BCE in this minibatch:  7.243278980255127
Batch :  193 / 261 , BCE in this minibatch:  7.657792568206787
Batch :  194 / 261 , BCE in this minibatch:  7.3437180519104
Batch :  195 / 261 , BCE in this minibatch:  4.517053127288818
Batch :  196 / 261 , BCE in this minibatch:  5.427364826202393
Batch :  197 / 261 , BCE in this minibatch:  5.441338062286377
Batch :  198 / 261 , BCE in this minibatch:  8.602659225463867
Batch :  199 / 261 , BCE in this minibatch:  6.2426958084106445
Batch :  200 / 261 , BCE in this minibatch:  11.140900611877441
Batch :  201 / 261 , BCE in this minibatch:  8.905132293701172
Batch :  202 / 261 , BCE in this minibatch:  9.857666969299316
Batch :  203 / 261 , BCE in this minibatch:  7.566302299499512
Batch :  204 / 261 , BCE in this minibatch:  6.663793087005615
Batch :  205 / 261 , BCE in this minibatch:  6.406524181365967
Batch :  206 / 261 , BCE in this minibatch:  7.0275774002075195
Batch :  207 / 261 , BCE in this minibatch:  6.987351894378662
Batch :  208 / 261 , BCE in this minibatch:  5.531398296356201
Batch :  209 / 261 , BCE in this minibatch:  7.086285591125488
Batch :  210 / 261 , BCE in this minibatch:  17.656803131103516
Batch :  211 / 261 , BCE in this minibatch:  20.422029495239258
Batch :  212 / 261 , BCE in this minibatch:  10.333089828491211
Batch :  213 / 261 , BCE in this minibatch:  16.246200561523438
Batch :  214 / 261 , BCE in this minibatch:  11.508068084716797
Batch :  215 / 261 , BCE in this minibatch:  4.142467021942139
Batch :  216 / 261 , BCE in this minibatch:  3.741525650024414
Batch :  217 / 261 , BCE in this minibatch:  3.916691303253174
Batch :  218 / 261 , BCE in this minibatch:  6.312600612640381
Batch :  219 / 261 , BCE in this minibatch:  6.216273784637451
Batch :  220 / 261 , BCE in this minibatch:  14.393672943115234
Batch :  221 / 261 , BCE in this minibatch:  8.399458885192871
Batch :  222 / 261 , BCE in this minibatch:  8.00704288482666
Batch :  223 / 261 , BCE in this minibatch:  5.078620910644531
Batch :  224 / 261 , BCE in this minibatch:  14.172609329223633
Batch :  225 / 261 , BCE in this minibatch:  24.488771438598633
Batch :  226 / 261 , BCE in this minibatch:  9.797762870788574
Batch :  227 / 261 , BCE in this minibatch:  5.742071151733398
Batch :  228 / 261 , BCE in this minibatch:  8.257649421691895
Batch :  229 / 261 , BCE in this minibatch:  7.450170993804932
Batch :  230 / 261 , BCE in this minibatch:  7.361174583435059
Batch :  231 / 261 , BCE in this minibatch:  7.949812412261963
Batch :  232 / 261 , BCE in this minibatch:  7.580742359161377
Batch :  233 / 261 , BCE in this minibatch:  8.09641170501709
Batch :  234 / 261 , BCE in this minibatch:  6.343555450439453
Batch :  235 / 261 , BCE in this minibatch:  8.238948822021484
Batch :  236 / 261 , BCE in this minibatch:  6.690167427062988
Batch :  237 / 261 , BCE in this minibatch:  5.5532989501953125
Batch :  238 / 261 , BCE in this minibatch:  7.041844367980957
Batch :  239 / 261 , BCE in this minibatch:  5.757730484008789
Batch :  240 / 261 , BCE in this minibatch:  6.967382907867432
Batch :  241 / 261 , BCE in this minibatch:  5.452454566955566
Batch :  242 / 261 , BCE in this minibatch:  5.058826923370361
Batch :  243 / 261 , BCE in this minibatch:  4.14152193069458
Batch :  244 / 261 , BCE in this minibatch:  5.140135765075684
Batch :  245 / 261 , BCE in this minibatch:  7.820369243621826
Batch :  246 / 261 , BCE in this minibatch:  6.460143566131592
Batch :  247 / 261 , BCE in this minibatch:  7.790648937225342
Batch :  248 / 261 , BCE in this minibatch:  5.4886932373046875
Batch :  249 / 261 , BCE in this minibatch:  8.363485336303711
Batch :  250 / 261 , BCE in this minibatch:  5.9401631355285645
Batch :  251 / 261 , BCE in this minibatch:  4.915005683898926
Batch :  252 / 261 , BCE in this minibatch:  10.461198806762695
Batch :  253 / 261 , BCE in this minibatch:  11.590995788574219
Batch :  254 / 261 , BCE in this minibatch:  12.285541534423828
Batch :  255 / 261 , BCE in this minibatch:  6.520544528961182
Batch :  256 / 261 , BCE in this minibatch:  9.286839485168457
Batch :  257 / 261 , BCE in this minibatch:  10.010363578796387
Batch :  258 / 261 , BCE in this minibatch:  7.699767589569092
Batch :  259 / 261 , BCE in this minibatch:  5.732374668121338
Batch :  260 / 261 , BCE in this minibatch:  4.666377544403076
Batch :  261 / 261 , BCE in this minibatch:  4.03872537612915
epoch: 63  train_loss: 6.98610978656345
Batch :  1 / 261 , BCE in this minibatch:  3.837334394454956
Batch :  2 / 261 , BCE in this minibatch:  4.669684886932373
Batch :  3 / 261 , BCE in this minibatch:  4.670085906982422
Batch :  4 / 261 , BCE in this minibatch:  4.674991130828857
Batch :  5 / 261 , BCE in this minibatch:  5.177774429321289
Batch :  6 / 261 , BCE in this minibatch:  4.851588726043701
Batch :  7 / 261 , BCE in this minibatch:  5.3384881019592285
Batch :  8 / 261 , BCE in this minibatch:  4.9005537033081055
Batch :  9 / 261 , BCE in this minibatch:  4.059123992919922
Batch :  10 / 261 , BCE in this minibatch:  4.783733367919922
Batch :  11 / 261 , BCE in this minibatch:  4.334765434265137
Batch :  12 / 261 , BCE in this minibatch:  4.532482147216797
Batch :  13 / 261 , BCE in this minibatch:  5.156994819641113
Batch :  14 / 261 , BCE in this minibatch:  5.0301713943481445
Batch :  15 / 261 , BCE in this minibatch:  4.590631484985352
Batch :  16 / 261 , BCE in this minibatch:  4.878369331359863
Batch :  17 / 261 , BCE in this minibatch:  8.725313186645508
Batch :  18 / 261 , BCE in this minibatch:  4.875588417053223
Batch :  19 / 261 , BCE in this minibatch:  4.22355842590332
Batch :  20 / 261 , BCE in this minibatch:  4.293869972229004
Batch :  21 / 261 , BCE in this minibatch:  4.209508895874023
Batch :  22 / 261 , BCE in this minibatch:  4.009931564331055
Batch :  23 / 261 , BCE in this minibatch:  3.7680060863494873
Batch :  24 / 261 , BCE in this minibatch:  5.106472492218018
Batch :  25 / 261 , BCE in this minibatch:  5.319122791290283
Batch :  26 / 261 , BCE in this minibatch:  4.874590873718262
Batch :  27 / 261 , BCE in this minibatch:  3.4616377353668213
Batch :  28 / 261 , BCE in this minibatch:  4.8962907791137695
Batch :  29 / 261 , BCE in this minibatch:  4.1193671226501465
Batch :  30 / 261 , BCE in this minibatch:  5.268268585205078
Batch :  31 / 261 , BCE in this minibatch:  3.9847421646118164
Batch :  32 / 261 , BCE in this minibatch:  4.364645481109619
Batch :  33 / 261 , BCE in this minibatch:  4.129194736480713
Batch :  34 / 261 , BCE in this minibatch:  3.4392850399017334
Batch :  35 / 261 , BCE in this minibatch:  6.6986870765686035
Batch :  36 / 261 , BCE in this minibatch:  3.8223745822906494
Batch :  37 / 261 , BCE in this minibatch:  3.9636948108673096
Batch :  38 / 261 , BCE in this minibatch:  3.5672197341918945
Batch :  39 / 261 , BCE in this minibatch:  3.9302735328674316
Batch :  40 / 261 , BCE in this minibatch:  5.199615001678467
Batch :  41 / 261 , BCE in this minibatch:  4.477664470672607
Batch :  42 / 261 , BCE in this minibatch:  6.216789245605469
Batch :  43 / 261 , BCE in this minibatch:  3.8674488067626953
Batch :  44 / 261 , BCE in this minibatch:  5.466275691986084
Batch :  45 / 261 , BCE in this minibatch:  3.983821392059326
Batch :  46 / 261 , BCE in this minibatch:  5.010357856750488
Batch :  47 / 261 , BCE in this minibatch:  8.249218940734863
Batch :  48 / 261 , BCE in this minibatch:  4.952611446380615
Batch :  49 / 261 , BCE in this minibatch:  4.445435047149658
Batch :  50 / 261 , BCE in this minibatch:  8.646515846252441
Batch :  51 / 261 , BCE in this minibatch:  4.8692426681518555
Batch :  52 / 261 , BCE in this minibatch:  4.875880241394043
Batch :  53 / 261 , BCE in this minibatch:  4.41309118270874
Batch :  54 / 261 , BCE in this minibatch:  6.856173038482666
Batch :  55 / 261 , BCE in this minibatch:  5.772140026092529
Batch :  56 / 261 , BCE in this minibatch:  5.800699710845947
Batch :  57 / 261 , BCE in this minibatch:  4.410967826843262
Batch :  58 / 261 , BCE in this minibatch:  8.423032760620117
Batch :  59 / 261 , BCE in this minibatch:  4.913438320159912
Batch :  60 / 261 , BCE in this minibatch:  5.38760232925415
Batch :  61 / 261 , BCE in this minibatch:  4.757926940917969
Batch :  62 / 261 , BCE in this minibatch:  4.154763221740723
Batch :  63 / 261 , BCE in this minibatch:  3.969856023788452
Batch :  64 / 261 , BCE in this minibatch:  3.639207124710083
Batch :  65 / 261 , BCE in this minibatch:  5.313892841339111
Batch :  66 / 261 , BCE in this minibatch:  5.260951995849609
Batch :  67 / 261 , BCE in this minibatch:  7.156236171722412
Batch :  68 / 261 , BCE in this minibatch:  4.398674488067627
Batch :  69 / 261 , BCE in this minibatch:  6.3806843757629395
Batch :  70 / 261 , BCE in this minibatch:  14.311344146728516
Batch :  71 / 261 , BCE in this minibatch:  5.172786235809326
Batch :  72 / 261 , BCE in this minibatch:  4.900967597961426
Batch :  73 / 261 , BCE in this minibatch:  13.48404312133789
Batch :  74 / 261 , BCE in this minibatch:  13.489461898803711
Batch :  75 / 261 , BCE in this minibatch:  5.297203063964844
Batch :  76 / 261 , BCE in this minibatch:  4.923166275024414
Batch :  77 / 261 , BCE in this minibatch:  5.941879749298096
Batch :  78 / 261 , BCE in this minibatch:  6.483767509460449
Batch :  79 / 261 , BCE in this minibatch:  4.392635345458984
Batch :  80 / 261 , BCE in this minibatch:  7.344281196594238
Batch :  81 / 261 , BCE in this minibatch:  5.936135768890381
Batch :  82 / 261 , BCE in this minibatch:  4.420645713806152
Batch :  83 / 261 , BCE in this minibatch:  8.952585220336914
Batch :  84 / 261 , BCE in this minibatch:  5.265011787414551
Batch :  85 / 261 , BCE in this minibatch:  5.841798782348633
Batch :  86 / 261 , BCE in this minibatch:  7.177845001220703
Batch :  87 / 261 , BCE in this minibatch:  5.116966724395752
Batch :  88 / 261 , BCE in this minibatch:  5.939442157745361
Batch :  89 / 261 , BCE in this minibatch:  4.760321617126465
Batch :  90 / 261 , BCE in this minibatch:  5.2265400886535645
Batch :  91 / 261 , BCE in this minibatch:  3.969860076904297
Batch :  92 / 261 , BCE in this minibatch:  5.482014179229736
Batch :  93 / 261 , BCE in this minibatch:  7.790520668029785
Batch :  94 / 261 , BCE in this minibatch:  11.33431339263916
Batch :  95 / 261 , BCE in this minibatch:  8.202108383178711
Batch :  96 / 261 , BCE in this minibatch:  7.2634806632995605
Batch :  97 / 261 , BCE in this minibatch:  9.278409004211426
Batch :  98 / 261 , BCE in this minibatch:  5.335715293884277
Batch :  99 / 261 , BCE in this minibatch:  6.842397689819336
Batch :  100 / 261 , BCE in this minibatch:  11.379286766052246
Batch :  101 / 261 , BCE in this minibatch:  4.998207092285156
Batch :  102 / 261 , BCE in this minibatch:  4.679718494415283
Batch :  103 / 261 , BCE in this minibatch:  6.440613269805908
Batch :  104 / 261 , BCE in this minibatch:  5.163963794708252
Batch :  105 / 261 , BCE in this minibatch:  8.763752937316895
Batch :  106 / 261 , BCE in this minibatch:  5.479861259460449
Batch :  107 / 261 , BCE in this minibatch:  5.702643871307373
Batch :  108 / 261 , BCE in this minibatch:  4.106616020202637
Batch :  109 / 261 , BCE in this minibatch:  5.806462287902832
Batch :  110 / 261 , BCE in this minibatch:  9.183601379394531
Batch :  111 / 261 , BCE in this minibatch:  5.515121936798096
Batch :  112 / 261 , BCE in this minibatch:  7.068981647491455
Batch :  113 / 261 , BCE in this minibatch:  7.370713233947754
Batch :  114 / 261 , BCE in this minibatch:  6.916874408721924
Batch :  115 / 261 , BCE in this minibatch:  7.116764545440674
Batch :  116 / 261 , BCE in this minibatch:  5.67788028717041
Batch :  117 / 261 , BCE in this minibatch:  7.672002792358398
Batch :  118 / 261 , BCE in this minibatch:  7.4528279304504395
Batch :  119 / 261 , BCE in this minibatch:  6.540714263916016
Batch :  120 / 261 , BCE in this minibatch:  6.9435529708862305
Batch :  121 / 261 , BCE in this minibatch:  4.977985382080078
Batch :  122 / 261 , BCE in this minibatch:  7.018738269805908
Batch :  123 / 261 , BCE in this minibatch:  6.77025842666626
Batch :  124 / 261 , BCE in this minibatch:  4.016656875610352
Batch :  125 / 261 , BCE in this minibatch:  15.222186088562012
Batch :  126 / 261 , BCE in this minibatch:  5.831713676452637
Batch :  127 / 261 , BCE in this minibatch:  3.9726309776306152
Batch :  128 / 261 , BCE in this minibatch:  6.521577835083008
Batch :  129 / 261 , BCE in this minibatch:  3.8750669956207275
Batch :  130 / 261 , BCE in this minibatch:  13.806530952453613
Batch :  131 / 261 , BCE in this minibatch:  7.4180097579956055
Batch :  132 / 261 , BCE in this minibatch:  7.0965495109558105
Batch :  133 / 261 , BCE in this minibatch:  14.295514106750488
Batch :  134 / 261 , BCE in this minibatch:  7.588688850402832
Batch :  135 / 261 , BCE in this minibatch:  6.422244548797607
Batch :  136 / 261 , BCE in this minibatch:  4.832340240478516
Batch :  137 / 261 , BCE in this minibatch:  9.351641654968262
Batch :  138 / 261 , BCE in this minibatch:  7.731396675109863
Batch :  139 / 261 , BCE in this minibatch:  5.22359561920166
Batch :  140 / 261 , BCE in this minibatch:  4.425732612609863
Batch :  141 / 261 , BCE in this minibatch:  5.963294982910156
Batch :  142 / 261 , BCE in this minibatch:  7.178921222686768
Batch :  143 / 261 , BCE in this minibatch:  11.410299301147461
Batch :  144 / 261 , BCE in this minibatch:  7.776335716247559
Batch :  145 / 261 , BCE in this minibatch:  4.501138687133789
Batch :  146 / 261 , BCE in this minibatch:  6.992798328399658
Batch :  147 / 261 , BCE in this minibatch:  5.075162887573242
Batch :  148 / 261 , BCE in this minibatch:  5.392210483551025
Batch :  149 / 261 , BCE in this minibatch:  4.838642597198486
Batch :  150 / 261 , BCE in this minibatch:  4.8045878410339355
Batch :  151 / 261 , BCE in this minibatch:  4.419534206390381
Batch :  152 / 261 , BCE in this minibatch:  6.718281269073486
Batch :  153 / 261 , BCE in this minibatch:  5.156594753265381
Batch :  154 / 261 , BCE in this minibatch:  3.3977127075195312
Batch :  155 / 261 , BCE in this minibatch:  3.1354966163635254
Batch :  156 / 261 , BCE in this minibatch:  7.172480583190918
Batch :  157 / 261 , BCE in this minibatch:  5.771272659301758
Batch :  158 / 261 , BCE in this minibatch:  12.178842544555664
Batch :  159 / 261 , BCE in this minibatch:  6.070076942443848
Batch :  160 / 261 , BCE in this minibatch:  6.072508811950684
Batch :  161 / 261 , BCE in this minibatch:  8.266758918762207
Batch :  162 / 261 , BCE in this minibatch:  5.626802444458008
Batch :  163 / 261 , BCE in this minibatch:  6.314655303955078
Batch :  164 / 261 , BCE in this minibatch:  11.487655639648438
Batch :  165 / 261 , BCE in this minibatch:  6.062194347381592
Batch :  166 / 261 , BCE in this minibatch:  13.926197052001953
Batch :  167 / 261 , BCE in this minibatch:  8.628599166870117
Batch :  168 / 261 , BCE in this minibatch:  9.878366470336914
Batch :  169 / 261 , BCE in this minibatch:  11.32735538482666
Batch :  170 / 261 , BCE in this minibatch:  12.75355052947998
Batch :  171 / 261 , BCE in this minibatch:  30.2616024017334
Batch :  172 / 261 , BCE in this minibatch:  30.858535766601562
Batch :  173 / 261 , BCE in this minibatch:  10.94217300415039
Batch :  174 / 261 , BCE in this minibatch:  6.8628692626953125
Batch :  175 / 261 , BCE in this minibatch:  5.875483989715576
Batch :  176 / 261 , BCE in this minibatch:  6.513070106506348
Batch :  177 / 261 , BCE in this minibatch:  6.560830116271973
Batch :  178 / 261 , BCE in this minibatch:  7.405650615692139
Batch :  179 / 261 , BCE in this minibatch:  7.082019805908203
Batch :  180 / 261 , BCE in this minibatch:  7.301645278930664
Batch :  181 / 261 , BCE in this minibatch:  6.827875137329102
Batch :  182 / 261 , BCE in this minibatch:  5.660083293914795
Batch :  183 / 261 , BCE in this minibatch:  6.702472686767578
Batch :  184 / 261 , BCE in this minibatch:  10.498156547546387
Batch :  185 / 261 , BCE in this minibatch:  6.049003601074219
Batch :  186 / 261 , BCE in this minibatch:  11.089271545410156
Batch :  187 / 261 , BCE in this minibatch:  5.484847545623779
Batch :  188 / 261 , BCE in this minibatch:  6.194118022918701
Batch :  189 / 261 , BCE in this minibatch:  5.640391826629639
Batch :  190 / 261 , BCE in this minibatch:  7.808828830718994
Batch :  191 / 261 , BCE in this minibatch:  10.454014778137207
Batch :  192 / 261 , BCE in this minibatch:  7.170619010925293
Batch :  193 / 261 , BCE in this minibatch:  7.6300048828125
Batch :  194 / 261 , BCE in this minibatch:  7.374456405639648
Batch :  195 / 261 , BCE in this minibatch:  4.529880046844482
Batch :  196 / 261 , BCE in this minibatch:  5.4821343421936035
Batch :  197 / 261 , BCE in this minibatch:  5.577159404754639
Batch :  198 / 261 , BCE in this minibatch:  8.542354583740234
Batch :  199 / 261 , BCE in this minibatch:  6.16024112701416
Batch :  200 / 261 , BCE in this minibatch:  10.997441291809082
Batch :  201 / 261 , BCE in this minibatch:  8.879230499267578
Batch :  202 / 261 , BCE in this minibatch:  9.82839584350586
Batch :  203 / 261 , BCE in this minibatch:  7.507838726043701
Batch :  204 / 261 , BCE in this minibatch:  6.632552146911621
Batch :  205 / 261 , BCE in this minibatch:  6.348742485046387
Batch :  206 / 261 , BCE in this minibatch:  7.048011779785156
Batch :  207 / 261 , BCE in this minibatch:  6.977471828460693
Batch :  208 / 261 , BCE in this minibatch:  5.569060325622559
Batch :  209 / 261 , BCE in this minibatch:  7.035004615783691
Batch :  210 / 261 , BCE in this minibatch:  17.608386993408203
Batch :  211 / 261 , BCE in this minibatch:  20.348268508911133
Batch :  212 / 261 , BCE in this minibatch:  10.193792343139648
Batch :  213 / 261 , BCE in this minibatch:  16.210174560546875
Batch :  214 / 261 , BCE in this minibatch:  11.437501907348633
Batch :  215 / 261 , BCE in this minibatch:  4.101622104644775
Batch :  216 / 261 , BCE in this minibatch:  3.627394437789917
Batch :  217 / 261 , BCE in this minibatch:  3.8763344287872314
Batch :  218 / 261 , BCE in this minibatch:  6.246806621551514
Batch :  219 / 261 , BCE in this minibatch:  6.203619003295898
Batch :  220 / 261 , BCE in this minibatch:  14.334603309631348
Batch :  221 / 261 , BCE in this minibatch:  8.348564147949219
Batch :  222 / 261 , BCE in this minibatch:  7.970181465148926
Batch :  223 / 261 , BCE in this minibatch:  5.006734848022461
Batch :  224 / 261 , BCE in this minibatch:  14.049342155456543
Batch :  225 / 261 , BCE in this minibatch:  24.541954040527344
Batch :  226 / 261 , BCE in this minibatch:  9.783554077148438
Batch :  227 / 261 , BCE in this minibatch:  5.730837345123291
Batch :  228 / 261 , BCE in this minibatch:  8.224555015563965
Batch :  229 / 261 , BCE in this minibatch:  7.4977240562438965
Batch :  230 / 261 , BCE in this minibatch:  7.264895915985107
Batch :  231 / 261 , BCE in this minibatch:  7.921446323394775
Batch :  232 / 261 , BCE in this minibatch:  7.4784159660339355
Batch :  233 / 261 , BCE in this minibatch:  8.006115913391113
Batch :  234 / 261 , BCE in this minibatch:  6.308526039123535
Batch :  235 / 261 , BCE in this minibatch:  8.230138778686523
Batch :  236 / 261 , BCE in this minibatch:  6.731731414794922
Batch :  237 / 261 , BCE in this minibatch:  5.528120517730713
Batch :  238 / 261 , BCE in this minibatch:  6.995615005493164
Batch :  239 / 261 , BCE in this minibatch:  5.787047386169434
Batch :  240 / 261 , BCE in this minibatch:  6.960994720458984
Batch :  241 / 261 , BCE in this minibatch:  5.478245735168457
Batch :  242 / 261 , BCE in this minibatch:  5.016914367675781
Batch :  243 / 261 , BCE in this minibatch:  4.10009765625
Batch :  244 / 261 , BCE in this minibatch:  5.087435245513916
Batch :  245 / 261 , BCE in this minibatch:  7.852750301361084
Batch :  246 / 261 , BCE in this minibatch:  6.351513862609863
Batch :  247 / 261 , BCE in this minibatch:  7.822534561157227
Batch :  248 / 261 , BCE in this minibatch:  5.482531547546387
Batch :  249 / 261 , BCE in this minibatch:  8.269657135009766
Batch :  250 / 261 , BCE in this minibatch:  5.902121543884277
Batch :  251 / 261 , BCE in this minibatch:  4.925902366638184
Batch :  252 / 261 , BCE in this minibatch:  10.367110252380371
Batch :  253 / 261 , BCE in this minibatch:  11.540103912353516
Batch :  254 / 261 , BCE in this minibatch:  12.194202423095703
Batch :  255 / 261 , BCE in this minibatch:  6.451294422149658
Batch :  256 / 261 , BCE in this minibatch:  9.312738418579102
Batch :  257 / 261 , BCE in this minibatch:  9.96373462677002
Batch :  258 / 261 , BCE in this minibatch:  7.6787638664245605
Batch :  259 / 261 , BCE in this minibatch:  5.7276716232299805
Batch :  260 / 261 , BCE in this minibatch:  4.6248602867126465
Batch :  261 / 261 , BCE in this minibatch:  3.9499943256378174
epoch: 64  train_loss: 6.966982952936399
Batch :  1 / 261 , BCE in this minibatch:  3.8023746013641357
Batch :  2 / 261 , BCE in this minibatch:  4.644646167755127
Batch :  3 / 261 , BCE in this minibatch:  4.654541969299316
Batch :  4 / 261 , BCE in this minibatch:  4.663885593414307
Batch :  5 / 261 , BCE in this minibatch:  5.113064289093018
Batch :  6 / 261 , BCE in this minibatch:  4.830438137054443
Batch :  7 / 261 , BCE in this minibatch:  5.297151565551758
Batch :  8 / 261 , BCE in this minibatch:  4.855460166931152
Batch :  9 / 261 , BCE in this minibatch:  4.05165433883667
Batch :  10 / 261 , BCE in this minibatch:  4.75728702545166
Batch :  11 / 261 , BCE in this minibatch:  4.235544204711914
Batch :  12 / 261 , BCE in this minibatch:  4.431724548339844
Batch :  13 / 261 , BCE in this minibatch:  5.178500175476074
Batch :  14 / 261 , BCE in this minibatch:  5.009570121765137
Batch :  15 / 261 , BCE in this minibatch:  4.590470790863037
Batch :  16 / 261 , BCE in this minibatch:  4.902256011962891
Batch :  17 / 261 , BCE in this minibatch:  8.647876739501953
Batch :  18 / 261 , BCE in this minibatch:  4.862740993499756
Batch :  19 / 261 , BCE in this minibatch:  4.218005180358887
Batch :  20 / 261 , BCE in this minibatch:  4.295841693878174
Batch :  21 / 261 , BCE in this minibatch:  4.164044380187988
Batch :  22 / 261 , BCE in this minibatch:  4.008669376373291
Batch :  23 / 261 , BCE in this minibatch:  3.7746262550354004
Batch :  24 / 261 , BCE in this minibatch:  5.059352874755859
Batch :  25 / 261 , BCE in this minibatch:  5.255619049072266
Batch :  26 / 261 , BCE in this minibatch:  4.7904276847839355
Batch :  27 / 261 , BCE in this minibatch:  3.460075855255127
Batch :  28 / 261 , BCE in this minibatch:  4.888031482696533
Batch :  29 / 261 , BCE in this minibatch:  4.056517601013184
Batch :  30 / 261 , BCE in this minibatch:  5.258553504943848
Batch :  31 / 261 , BCE in this minibatch:  4.044502258300781
Batch :  32 / 261 , BCE in this minibatch:  4.360006332397461
Batch :  33 / 261 , BCE in this minibatch:  4.09431266784668
Batch :  34 / 261 , BCE in this minibatch:  3.404428005218506
Batch :  35 / 261 , BCE in this minibatch:  6.7177863121032715
Batch :  36 / 261 , BCE in this minibatch:  3.778635263442993
Batch :  37 / 261 , BCE in this minibatch:  3.948385238647461
Batch :  38 / 261 , BCE in this minibatch:  3.564359426498413
Batch :  39 / 261 , BCE in this minibatch:  3.9257051944732666
Batch :  40 / 261 , BCE in this minibatch:  5.172809600830078
Batch :  41 / 261 , BCE in this minibatch:  4.433747291564941
Batch :  42 / 261 , BCE in this minibatch:  6.1959757804870605
Batch :  43 / 261 , BCE in this minibatch:  3.888169288635254
Batch :  44 / 261 , BCE in this minibatch:  5.386094570159912
Batch :  45 / 261 , BCE in this minibatch:  3.9654698371887207
Batch :  46 / 261 , BCE in this minibatch:  4.986433982849121
Batch :  47 / 261 , BCE in this minibatch:  8.24265193939209
Batch :  48 / 261 , BCE in this minibatch:  4.930566787719727
Batch :  49 / 261 , BCE in this minibatch:  4.455073833465576
Batch :  50 / 261 , BCE in this minibatch:  8.614940643310547
Batch :  51 / 261 , BCE in this minibatch:  4.795362949371338
Batch :  52 / 261 , BCE in this minibatch:  4.843645095825195
Batch :  53 / 261 , BCE in this minibatch:  4.408182621002197
Batch :  54 / 261 , BCE in this minibatch:  6.840856552124023
Batch :  55 / 261 , BCE in this minibatch:  5.754490375518799
Batch :  56 / 261 , BCE in this minibatch:  5.747641086578369
Batch :  57 / 261 , BCE in this minibatch:  4.395344257354736
Batch :  58 / 261 , BCE in this minibatch:  8.410223960876465
Batch :  59 / 261 , BCE in this minibatch:  4.89072322845459
Batch :  60 / 261 , BCE in this minibatch:  5.367938041687012
Batch :  61 / 261 , BCE in this minibatch:  4.7462639808654785
Batch :  62 / 261 , BCE in this minibatch:  4.132597923278809
Batch :  63 / 261 , BCE in this minibatch:  3.899463176727295
Batch :  64 / 261 , BCE in this minibatch:  3.64768648147583
Batch :  65 / 261 , BCE in this minibatch:  5.2279372215271
Batch :  66 / 261 , BCE in this minibatch:  5.229488372802734
Batch :  67 / 261 , BCE in this minibatch:  7.138899326324463
Batch :  68 / 261 , BCE in this minibatch:  4.409847736358643
Batch :  69 / 261 , BCE in this minibatch:  6.323736190795898
Batch :  70 / 261 , BCE in this minibatch:  14.173492431640625
Batch :  71 / 261 , BCE in this minibatch:  5.186886310577393
Batch :  72 / 261 , BCE in this minibatch:  4.877969741821289
Batch :  73 / 261 , BCE in this minibatch:  13.430047035217285
Batch :  74 / 261 , BCE in this minibatch:  13.477178573608398
Batch :  75 / 261 , BCE in this minibatch:  5.306697845458984
Batch :  76 / 261 , BCE in this minibatch:  4.922945499420166
Batch :  77 / 261 , BCE in this minibatch:  5.984957695007324
Batch :  78 / 261 , BCE in this minibatch:  6.4633097648620605
Batch :  79 / 261 , BCE in this minibatch:  4.366869926452637
Batch :  80 / 261 , BCE in this minibatch:  7.3048930168151855
Batch :  81 / 261 , BCE in this minibatch:  5.92122220993042
Batch :  82 / 261 , BCE in this minibatch:  4.402707099914551
Batch :  83 / 261 , BCE in this minibatch:  8.87954330444336
Batch :  84 / 261 , BCE in this minibatch:  5.231851100921631
Batch :  85 / 261 , BCE in this minibatch:  5.86458158493042
Batch :  86 / 261 , BCE in this minibatch:  7.17628288269043
Batch :  87 / 261 , BCE in this minibatch:  5.106343746185303
Batch :  88 / 261 , BCE in this minibatch:  5.8715500831604
Batch :  89 / 261 , BCE in this minibatch:  4.734753608703613
Batch :  90 / 261 , BCE in this minibatch:  5.209677696228027
Batch :  91 / 261 , BCE in this minibatch:  4.014129638671875
Batch :  92 / 261 , BCE in this minibatch:  5.522716045379639
Batch :  93 / 261 , BCE in this minibatch:  7.846403121948242
Batch :  94 / 261 , BCE in this minibatch:  11.269700050354004
Batch :  95 / 261 , BCE in this minibatch:  8.193401336669922
Batch :  96 / 261 , BCE in this minibatch:  7.2222371101379395
Batch :  97 / 261 , BCE in this minibatch:  9.288138389587402
Batch :  98 / 261 , BCE in this minibatch:  5.297415733337402
Batch :  99 / 261 , BCE in this minibatch:  6.836984634399414
Batch :  100 / 261 , BCE in this minibatch:  11.509406089782715
Batch :  101 / 261 , BCE in this minibatch:  4.965149879455566
Batch :  102 / 261 , BCE in this minibatch:  4.64249324798584
Batch :  103 / 261 , BCE in this minibatch:  6.433307647705078
Batch :  104 / 261 , BCE in this minibatch:  5.174144268035889
Batch :  105 / 261 , BCE in this minibatch:  8.731597900390625
Batch :  106 / 261 , BCE in this minibatch:  5.457114219665527
Batch :  107 / 261 , BCE in this minibatch:  5.730823993682861
Batch :  108 / 261 , BCE in this minibatch:  4.106014728546143
Batch :  109 / 261 , BCE in this minibatch:  5.842942714691162
Batch :  110 / 261 , BCE in this minibatch:  9.150022506713867
Batch :  111 / 261 , BCE in this minibatch:  5.507627010345459
Batch :  112 / 261 , BCE in this minibatch:  7.025927543640137
Batch :  113 / 261 , BCE in this minibatch:  7.349853038787842
Batch :  114 / 261 , BCE in this minibatch:  6.935816764831543
Batch :  115 / 261 , BCE in this minibatch:  7.144259929656982
Batch :  116 / 261 , BCE in this minibatch:  5.566347122192383
Batch :  117 / 261 , BCE in this minibatch:  7.747067451477051
Batch :  118 / 261 , BCE in this minibatch:  7.458561897277832
Batch :  119 / 261 , BCE in this minibatch:  6.524898529052734
Batch :  120 / 261 , BCE in this minibatch:  6.927955627441406
Batch :  121 / 261 , BCE in this minibatch:  4.874852180480957
Batch :  122 / 261 , BCE in this minibatch:  7.0708746910095215
Batch :  123 / 261 , BCE in this minibatch:  6.778963088989258
Batch :  124 / 261 , BCE in this minibatch:  3.979146718978882
Batch :  125 / 261 , BCE in this minibatch:  15.144248962402344
Batch :  126 / 261 , BCE in this minibatch:  5.83142614364624
Batch :  127 / 261 , BCE in this minibatch:  3.9493796825408936
Batch :  128 / 261 , BCE in this minibatch:  6.465373516082764
Batch :  129 / 261 , BCE in this minibatch:  3.853543996810913
Batch :  130 / 261 , BCE in this minibatch:  13.680434226989746
Batch :  131 / 261 , BCE in this minibatch:  7.463173866271973
Batch :  132 / 261 , BCE in this minibatch:  7.058230876922607
Batch :  133 / 261 , BCE in this minibatch:  14.171943664550781
Batch :  134 / 261 , BCE in this minibatch:  7.544437408447266
Batch :  135 / 261 , BCE in this minibatch:  6.3930277824401855
Batch :  136 / 261 , BCE in this minibatch:  4.831025123596191
Batch :  137 / 261 , BCE in this minibatch:  9.228246688842773
Batch :  138 / 261 , BCE in this minibatch:  7.760994911193848
Batch :  139 / 261 , BCE in this minibatch:  5.216830253601074
Batch :  140 / 261 , BCE in this minibatch:  4.471199989318848
Batch :  141 / 261 , BCE in this minibatch:  5.98817253112793
Batch :  142 / 261 , BCE in this minibatch:  7.137444019317627
Batch :  143 / 261 , BCE in this minibatch:  11.367108345031738
Batch :  144 / 261 , BCE in this minibatch:  7.721397876739502
Batch :  145 / 261 , BCE in this minibatch:  4.419459342956543
Batch :  146 / 261 , BCE in this minibatch:  6.963343620300293
Batch :  147 / 261 , BCE in this minibatch:  5.012701034545898
Batch :  148 / 261 , BCE in this minibatch:  5.342706203460693
Batch :  149 / 261 , BCE in this minibatch:  4.819301128387451
Batch :  150 / 261 , BCE in this minibatch:  4.78306245803833
Batch :  151 / 261 , BCE in this minibatch:  4.432049751281738
Batch :  152 / 261 , BCE in this minibatch:  6.695964336395264
Batch :  153 / 261 , BCE in this minibatch:  5.176795482635498
Batch :  154 / 261 , BCE in this minibatch:  3.368424654006958
Batch :  155 / 261 , BCE in this minibatch:  3.103518009185791
Batch :  156 / 261 , BCE in this minibatch:  7.158327579498291
Batch :  157 / 261 , BCE in this minibatch:  5.728541374206543
Batch :  158 / 261 , BCE in this minibatch:  12.220252990722656
Batch :  159 / 261 , BCE in this minibatch:  6.0874505043029785
Batch :  160 / 261 , BCE in this minibatch:  6.014834880828857
Batch :  161 / 261 , BCE in this minibatch:  8.258434295654297
Batch :  162 / 261 , BCE in this minibatch:  5.600723743438721
Batch :  163 / 261 , BCE in this minibatch:  6.3451738357543945
Batch :  164 / 261 , BCE in this minibatch:  11.477667808532715
Batch :  165 / 261 , BCE in this minibatch:  6.040672302246094
Batch :  166 / 261 , BCE in this minibatch:  13.902873992919922
Batch :  167 / 261 , BCE in this minibatch:  8.610747337341309
Batch :  168 / 261 , BCE in this minibatch:  9.820863723754883
Batch :  169 / 261 , BCE in this minibatch:  11.260571479797363
Batch :  170 / 261 , BCE in this minibatch:  12.749168395996094
Batch :  171 / 261 , BCE in this minibatch:  30.139158248901367
Batch :  172 / 261 , BCE in this minibatch:  30.646684646606445
Batch :  173 / 261 , BCE in this minibatch:  10.843341827392578
Batch :  174 / 261 , BCE in this minibatch:  6.805882930755615
Batch :  175 / 261 , BCE in this minibatch:  5.753453254699707
Batch :  176 / 261 , BCE in this minibatch:  6.617002487182617
Batch :  177 / 261 , BCE in this minibatch:  6.678597450256348
Batch :  178 / 261 , BCE in this minibatch:  7.458112716674805
Batch :  179 / 261 , BCE in this minibatch:  7.061285018920898
Batch :  180 / 261 , BCE in this minibatch:  7.189609050750732
Batch :  181 / 261 , BCE in this minibatch:  6.696187496185303
Batch :  182 / 261 , BCE in this minibatch:  5.637116432189941
Batch :  183 / 261 , BCE in this minibatch:  6.5994648933410645
Batch :  184 / 261 , BCE in this minibatch:  10.530817031860352
Batch :  185 / 261 , BCE in this minibatch:  6.145342826843262
Batch :  186 / 261 , BCE in this minibatch:  11.103182792663574
Batch :  187 / 261 , BCE in this minibatch:  5.474061965942383
Batch :  188 / 261 , BCE in this minibatch:  6.184342861175537
Batch :  189 / 261 , BCE in this minibatch:  5.6662821769714355
Batch :  190 / 261 , BCE in this minibatch:  7.796899318695068
Batch :  191 / 261 , BCE in this minibatch:  10.385220527648926
Batch :  192 / 261 , BCE in this minibatch:  7.197101593017578
Batch :  193 / 261 , BCE in this minibatch:  7.54600191116333
Batch :  194 / 261 , BCE in this minibatch:  7.323704242706299
Batch :  195 / 261 , BCE in this minibatch:  4.497167110443115
Batch :  196 / 261 , BCE in this minibatch:  5.441310405731201
Batch :  197 / 261 , BCE in this minibatch:  5.5016069412231445
Batch :  198 / 261 , BCE in this minibatch:  8.564889907836914
Batch :  199 / 261 , BCE in this minibatch:  6.11383056640625
Batch :  200 / 261 , BCE in this minibatch:  10.938337326049805
Batch :  201 / 261 , BCE in this minibatch:  8.918978691101074
Batch :  202 / 261 , BCE in this minibatch:  9.718478202819824
Batch :  203 / 261 , BCE in this minibatch:  7.392441749572754
Batch :  204 / 261 , BCE in this minibatch:  6.629096031188965
Batch :  205 / 261 , BCE in this minibatch:  6.353958606719971
Batch :  206 / 261 , BCE in this minibatch:  6.994291305541992
Batch :  207 / 261 , BCE in this minibatch:  6.908271312713623
Batch :  208 / 261 , BCE in this minibatch:  5.530191898345947
Batch :  209 / 261 , BCE in this minibatch:  7.011445999145508
Batch :  210 / 261 , BCE in this minibatch:  17.487438201904297
Batch :  211 / 261 , BCE in this minibatch:  20.306316375732422
Batch :  212 / 261 , BCE in this minibatch:  10.29297924041748
Batch :  213 / 261 , BCE in this minibatch:  16.3131103515625
Batch :  214 / 261 , BCE in this minibatch:  11.326017379760742
Batch :  215 / 261 , BCE in this minibatch:  4.06006383895874
Batch :  216 / 261 , BCE in this minibatch:  3.6223926544189453
Batch :  217 / 261 , BCE in this minibatch:  3.890213966369629
Batch :  218 / 261 , BCE in this minibatch:  6.296582221984863
Batch :  219 / 261 , BCE in this minibatch:  6.160855293273926
Batch :  220 / 261 , BCE in this minibatch:  14.223597526550293
Batch :  221 / 261 , BCE in this minibatch:  8.35446834564209
Batch :  222 / 261 , BCE in this minibatch:  8.015063285827637
Batch :  223 / 261 , BCE in this minibatch:  5.063775539398193
Batch :  224 / 261 , BCE in this minibatch:  14.06978702545166
Batch :  225 / 261 , BCE in this minibatch:  24.32597541809082
Batch :  226 / 261 , BCE in this minibatch:  9.686098098754883
Batch :  227 / 261 , BCE in this minibatch:  5.690549373626709
Batch :  228 / 261 , BCE in this minibatch:  8.204974174499512
Batch :  229 / 261 , BCE in this minibatch:  7.39788818359375
Batch :  230 / 261 , BCE in this minibatch:  7.253713607788086
Batch :  231 / 261 , BCE in this minibatch:  7.9027628898620605
Batch :  232 / 261 , BCE in this minibatch:  7.473047733306885
Batch :  233 / 261 , BCE in this minibatch:  8.043133735656738
Batch :  234 / 261 , BCE in this minibatch:  6.321432113647461
Batch :  235 / 261 , BCE in this minibatch:  8.143726348876953
Batch :  236 / 261 , BCE in this minibatch:  6.723972797393799
Batch :  237 / 261 , BCE in this minibatch:  5.5091776847839355
Batch :  238 / 261 , BCE in this minibatch:  7.031373500823975
Batch :  239 / 261 , BCE in this minibatch:  5.708213806152344
Batch :  240 / 261 , BCE in this minibatch:  6.872152328491211
Batch :  241 / 261 , BCE in this minibatch:  5.459113121032715
Batch :  242 / 261 , BCE in this minibatch:  5.013822555541992
Batch :  243 / 261 , BCE in this minibatch:  4.0362396240234375
Batch :  244 / 261 , BCE in this minibatch:  5.115318298339844
Batch :  245 / 261 , BCE in this minibatch:  7.766102313995361
Batch :  246 / 261 , BCE in this minibatch:  6.376814365386963
Batch :  247 / 261 , BCE in this minibatch:  7.684735298156738
Batch :  248 / 261 , BCE in this minibatch:  5.410457134246826
Batch :  249 / 261 , BCE in this minibatch:  8.287574768066406
Batch :  250 / 261 , BCE in this minibatch:  5.773188591003418
Batch :  251 / 261 , BCE in this minibatch:  4.928690433502197
Batch :  252 / 261 , BCE in this minibatch:  10.370779037475586
Batch :  253 / 261 , BCE in this minibatch:  11.535367965698242
Batch :  254 / 261 , BCE in this minibatch:  12.20010757446289
Batch :  255 / 261 , BCE in this minibatch:  6.458493709564209
Batch :  256 / 261 , BCE in this minibatch:  9.320816993713379
Batch :  257 / 261 , BCE in this minibatch:  9.995556831359863
Batch :  258 / 261 , BCE in this minibatch:  7.633838653564453
Batch :  259 / 261 , BCE in this minibatch:  5.763103485107422
Batch :  260 / 261 , BCE in this minibatch:  4.623031139373779
Batch :  261 / 261 , BCE in this minibatch:  4.088559627532959
epoch: 65  train_loss: 6.943970788027592
Batch :  1 / 261 , BCE in this minibatch:  3.7900590896606445
Batch :  2 / 261 , BCE in this minibatch:  4.622261047363281
Batch :  3 / 261 , BCE in this minibatch:  4.666852951049805
Batch :  4 / 261 , BCE in this minibatch:  4.611809730529785
Batch :  5 / 261 , BCE in this minibatch:  5.137758731842041
Batch :  6 / 261 , BCE in this minibatch:  4.804349899291992
Batch :  7 / 261 , BCE in this minibatch:  5.313816070556641
Batch :  8 / 261 , BCE in this minibatch:  4.809605598449707
Batch :  9 / 261 , BCE in this minibatch:  4.062025547027588
Batch :  10 / 261 , BCE in this minibatch:  4.746644496917725
Batch :  11 / 261 , BCE in this minibatch:  4.256006240844727
Batch :  12 / 261 , BCE in this minibatch:  4.461544990539551
Batch :  13 / 261 , BCE in this minibatch:  5.132615089416504
Batch :  14 / 261 , BCE in this minibatch:  5.047008037567139
Batch :  15 / 261 , BCE in this minibatch:  4.55557918548584
Batch :  16 / 261 , BCE in this minibatch:  4.90254020690918
Batch :  17 / 261 , BCE in this minibatch:  8.651413917541504
Batch :  18 / 261 , BCE in this minibatch:  4.869497776031494
Batch :  19 / 261 , BCE in this minibatch:  4.1806559562683105
Batch :  20 / 261 , BCE in this minibatch:  4.29556941986084
Batch :  21 / 261 , BCE in this minibatch:  4.163700103759766
Batch :  22 / 261 , BCE in this minibatch:  3.982736825942993
Batch :  23 / 261 , BCE in this minibatch:  3.722472906112671
Batch :  24 / 261 , BCE in this minibatch:  5.057222843170166
Batch :  25 / 261 , BCE in this minibatch:  5.2722673416137695
Batch :  26 / 261 , BCE in this minibatch:  4.793472766876221
Batch :  27 / 261 , BCE in this minibatch:  3.4552836418151855
Batch :  28 / 261 , BCE in this minibatch:  4.89538049697876
Batch :  29 / 261 , BCE in this minibatch:  3.989370107650757
Batch :  30 / 261 , BCE in this minibatch:  5.268077373504639
Batch :  31 / 261 , BCE in this minibatch:  4.020421028137207
Batch :  32 / 261 , BCE in this minibatch:  4.337357997894287
Batch :  33 / 261 , BCE in this minibatch:  4.0852556228637695
Batch :  34 / 261 , BCE in this minibatch:  3.4233639240264893
Batch :  35 / 261 , BCE in this minibatch:  6.688333988189697
Batch :  36 / 261 , BCE in this minibatch:  3.8159475326538086
Batch :  37 / 261 , BCE in this minibatch:  3.923265218734741
Batch :  38 / 261 , BCE in this minibatch:  3.5489540100097656
Batch :  39 / 261 , BCE in this minibatch:  3.935821533203125
Batch :  40 / 261 , BCE in this minibatch:  5.188360214233398
Batch :  41 / 261 , BCE in this minibatch:  4.41386079788208
Batch :  42 / 261 , BCE in this minibatch:  6.156802654266357
Batch :  43 / 261 , BCE in this minibatch:  3.8709747791290283
Batch :  44 / 261 , BCE in this minibatch:  5.348230361938477
Batch :  45 / 261 , BCE in this minibatch:  3.9357945919036865
Batch :  46 / 261 , BCE in this minibatch:  4.974585056304932
Batch :  47 / 261 , BCE in this minibatch:  8.174551010131836
Batch :  48 / 261 , BCE in this minibatch:  4.899749279022217
Batch :  49 / 261 , BCE in this minibatch:  4.47797155380249
Batch :  50 / 261 , BCE in this minibatch:  8.56519889831543
Batch :  51 / 261 , BCE in this minibatch:  4.814660549163818
Batch :  52 / 261 , BCE in this minibatch:  4.823806285858154
Batch :  53 / 261 , BCE in this minibatch:  4.3917131423950195
Batch :  54 / 261 , BCE in this minibatch:  6.869273662567139
Batch :  55 / 261 , BCE in this minibatch:  5.755038738250732
Batch :  56 / 261 , BCE in this minibatch:  5.779914379119873
Batch :  57 / 261 , BCE in this minibatch:  4.398075580596924
Batch :  58 / 261 , BCE in this minibatch:  8.447122573852539
Batch :  59 / 261 , BCE in this minibatch:  4.882983207702637
Batch :  60 / 261 , BCE in this minibatch:  5.402402400970459
Batch :  61 / 261 , BCE in this minibatch:  4.713197231292725
Batch :  62 / 261 , BCE in this minibatch:  4.098985195159912
Batch :  63 / 261 , BCE in this minibatch:  3.937176465988159
Batch :  64 / 261 , BCE in this minibatch:  3.5954182147979736
Batch :  65 / 261 , BCE in this minibatch:  5.232522010803223
Batch :  66 / 261 , BCE in this minibatch:  5.219758987426758
Batch :  67 / 261 , BCE in this minibatch:  7.073180675506592
Batch :  68 / 261 , BCE in this minibatch:  4.360528469085693
Batch :  69 / 261 , BCE in this minibatch:  6.251057147979736
Batch :  70 / 261 , BCE in this minibatch:  14.148514747619629
Batch :  71 / 261 , BCE in this minibatch:  5.132082939147949
Batch :  72 / 261 , BCE in this minibatch:  4.845152854919434
Batch :  73 / 261 , BCE in this minibatch:  13.378518104553223
Batch :  74 / 261 , BCE in this minibatch:  13.367349624633789
Batch :  75 / 261 , BCE in this minibatch:  5.294046878814697
Batch :  76 / 261 , BCE in this minibatch:  4.901246070861816
Batch :  77 / 261 , BCE in this minibatch:  5.933528900146484
Batch :  78 / 261 , BCE in this minibatch:  6.475442409515381
Batch :  79 / 261 , BCE in this minibatch:  4.420706272125244
Batch :  80 / 261 , BCE in this minibatch:  7.283212184906006
Batch :  81 / 261 , BCE in this minibatch:  5.88656759262085
Batch :  82 / 261 , BCE in this minibatch:  4.444365978240967
Batch :  83 / 261 , BCE in this minibatch:  8.917190551757812
Batch :  84 / 261 , BCE in this minibatch:  5.255230903625488
Batch :  85 / 261 , BCE in this minibatch:  5.855225086212158
Batch :  86 / 261 , BCE in this minibatch:  7.158616065979004
Batch :  87 / 261 , BCE in this minibatch:  5.072575092315674
Batch :  88 / 261 , BCE in this minibatch:  5.881521224975586
Batch :  89 / 261 , BCE in this minibatch:  4.787527561187744
Batch :  90 / 261 , BCE in this minibatch:  5.219582557678223
Batch :  91 / 261 , BCE in this minibatch:  4.019119739532471
Batch :  92 / 261 , BCE in this minibatch:  5.514060974121094
Batch :  93 / 261 , BCE in this minibatch:  7.80612850189209
Batch :  94 / 261 , BCE in this minibatch:  11.212204933166504
Batch :  95 / 261 , BCE in this minibatch:  8.207256317138672
Batch :  96 / 261 , BCE in this minibatch:  7.2078328132629395
Batch :  97 / 261 , BCE in this minibatch:  9.254135131835938
Batch :  98 / 261 , BCE in this minibatch:  5.2988386154174805
Batch :  99 / 261 , BCE in this minibatch:  6.748685836791992
Batch :  100 / 261 , BCE in this minibatch:  11.423335075378418
Batch :  101 / 261 , BCE in this minibatch:  4.873141288757324
Batch :  102 / 261 , BCE in this minibatch:  4.631906032562256
Batch :  103 / 261 , BCE in this minibatch:  6.329644203186035
Batch :  104 / 261 , BCE in this minibatch:  5.1351494789123535
Batch :  105 / 261 , BCE in this minibatch:  8.68802547454834
Batch :  106 / 261 , BCE in this minibatch:  5.422542095184326
Batch :  107 / 261 , BCE in this minibatch:  5.723586559295654
Batch :  108 / 261 , BCE in this minibatch:  4.127673625946045
Batch :  109 / 261 , BCE in this minibatch:  5.828165531158447
Batch :  110 / 261 , BCE in this minibatch:  9.135305404663086
Batch :  111 / 261 , BCE in this minibatch:  5.433509826660156
Batch :  112 / 261 , BCE in this minibatch:  7.011327266693115
Batch :  113 / 261 , BCE in this minibatch:  7.300513744354248
Batch :  114 / 261 , BCE in this minibatch:  6.882269382476807
Batch :  115 / 261 , BCE in this minibatch:  7.120380401611328
Batch :  116 / 261 , BCE in this minibatch:  5.566818714141846
Batch :  117 / 261 , BCE in this minibatch:  7.691118240356445
Batch :  118 / 261 , BCE in this minibatch:  7.455273151397705
Batch :  119 / 261 , BCE in this minibatch:  6.5321173667907715
Batch :  120 / 261 , BCE in this minibatch:  6.875805377960205
Batch :  121 / 261 , BCE in this minibatch:  4.915823936462402
Batch :  122 / 261 , BCE in this minibatch:  7.045399188995361
Batch :  123 / 261 , BCE in this minibatch:  6.775036334991455
Batch :  124 / 261 , BCE in this minibatch:  3.945190191268921
Batch :  125 / 261 , BCE in this minibatch:  15.084123611450195
Batch :  126 / 261 , BCE in this minibatch:  5.799701690673828
Batch :  127 / 261 , BCE in this minibatch:  3.9247403144836426
Batch :  128 / 261 , BCE in this minibatch:  6.51364278793335
Batch :  129 / 261 , BCE in this minibatch:  3.810366153717041
Batch :  130 / 261 , BCE in this minibatch:  13.699235916137695
Batch :  131 / 261 , BCE in this minibatch:  7.363827228546143
Batch :  132 / 261 , BCE in this minibatch:  7.045252323150635
Batch :  133 / 261 , BCE in this minibatch:  14.061264991760254
Batch :  134 / 261 , BCE in this minibatch:  7.602545261383057
Batch :  135 / 261 , BCE in this minibatch:  6.386828899383545
Batch :  136 / 261 , BCE in this minibatch:  4.792469024658203
Batch :  137 / 261 , BCE in this minibatch:  9.213510513305664
Batch :  138 / 261 , BCE in this minibatch:  7.781486988067627
Batch :  139 / 261 , BCE in this minibatch:  5.19345235824585
Batch :  140 / 261 , BCE in this minibatch:  4.38490104675293
Batch :  141 / 261 , BCE in this minibatch:  5.890482425689697
Batch :  142 / 261 , BCE in this minibatch:  7.148914337158203
Batch :  143 / 261 , BCE in this minibatch:  11.346357345581055
Batch :  144 / 261 , BCE in this minibatch:  7.699245452880859
Batch :  145 / 261 , BCE in this minibatch:  4.447724342346191
Batch :  146 / 261 , BCE in this minibatch:  6.965567588806152
Batch :  147 / 261 , BCE in this minibatch:  4.990405082702637
Batch :  148 / 261 , BCE in this minibatch:  5.332523345947266
Batch :  149 / 261 , BCE in this minibatch:  4.791303634643555
Batch :  150 / 261 , BCE in this minibatch:  4.75595760345459
Batch :  151 / 261 , BCE in this minibatch:  4.395315647125244
Batch :  152 / 261 , BCE in this minibatch:  6.647730827331543
Batch :  153 / 261 , BCE in this minibatch:  5.101439952850342
Batch :  154 / 261 , BCE in this minibatch:  3.348803758621216
Batch :  155 / 261 , BCE in this minibatch:  3.0650436878204346
Batch :  156 / 261 , BCE in this minibatch:  7.171187877655029
Batch :  157 / 261 , BCE in this minibatch:  5.739138126373291
Batch :  158 / 261 , BCE in this minibatch:  12.151041030883789
Batch :  159 / 261 , BCE in this minibatch:  5.987423896789551
Batch :  160 / 261 , BCE in this minibatch:  6.032099723815918
Batch :  161 / 261 , BCE in this minibatch:  8.275717735290527
Batch :  162 / 261 , BCE in this minibatch:  5.5933966636657715
Batch :  163 / 261 , BCE in this minibatch:  6.31471586227417
Batch :  164 / 261 , BCE in this minibatch:  11.454136848449707
Batch :  165 / 261 , BCE in this minibatch:  5.994407653808594
Batch :  166 / 261 , BCE in this minibatch:  13.810155868530273
Batch :  167 / 261 , BCE in this minibatch:  8.600469589233398
Batch :  168 / 261 , BCE in this minibatch:  9.766644477844238
Batch :  169 / 261 , BCE in this minibatch:  11.171703338623047
Batch :  170 / 261 , BCE in this minibatch:  12.736978530883789
Batch :  171 / 261 , BCE in this minibatch:  30.059181213378906
Batch :  172 / 261 , BCE in this minibatch:  30.56574058532715
Batch :  173 / 261 , BCE in this minibatch:  10.8158540725708
Batch :  174 / 261 , BCE in this minibatch:  6.843967437744141
Batch :  175 / 261 , BCE in this minibatch:  5.765497207641602
Batch :  176 / 261 , BCE in this minibatch:  6.571895122528076
Batch :  177 / 261 , BCE in this minibatch:  6.630659103393555
Batch :  178 / 261 , BCE in this minibatch:  7.396403789520264
Batch :  179 / 261 , BCE in this minibatch:  7.018998146057129
Batch :  180 / 261 , BCE in this minibatch:  7.192315578460693
Batch :  181 / 261 , BCE in this minibatch:  6.7477498054504395
Batch :  182 / 261 , BCE in this minibatch:  5.571560859680176
Batch :  183 / 261 , BCE in this minibatch:  6.7220587730407715
Batch :  184 / 261 , BCE in this minibatch:  10.387843132019043
Batch :  185 / 261 , BCE in this minibatch:  6.09637451171875
Batch :  186 / 261 , BCE in this minibatch:  11.069143295288086
Batch :  187 / 261 , BCE in this minibatch:  5.464325428009033
Batch :  188 / 261 , BCE in this minibatch:  6.2696428298950195
Batch :  189 / 261 , BCE in this minibatch:  5.65742301940918
Batch :  190 / 261 , BCE in this minibatch:  7.756591320037842
Batch :  191 / 261 , BCE in this minibatch:  10.361629486083984
Batch :  192 / 261 , BCE in this minibatch:  7.178003311157227
Batch :  193 / 261 , BCE in this minibatch:  7.533872127532959
Batch :  194 / 261 , BCE in this minibatch:  7.285042762756348
Batch :  195 / 261 , BCE in this minibatch:  4.477684497833252
Batch :  196 / 261 , BCE in this minibatch:  5.454781532287598
Batch :  197 / 261 , BCE in this minibatch:  5.418431758880615
Batch :  198 / 261 , BCE in this minibatch:  8.532930374145508
Batch :  199 / 261 , BCE in this minibatch:  6.086997985839844
Batch :  200 / 261 , BCE in this minibatch:  11.006500244140625
Batch :  201 / 261 , BCE in this minibatch:  8.849099159240723
Batch :  202 / 261 , BCE in this minibatch:  9.772789001464844
Batch :  203 / 261 , BCE in this minibatch:  7.433348178863525
Batch :  204 / 261 , BCE in this minibatch:  6.641605377197266
Batch :  205 / 261 , BCE in this minibatch:  6.308313369750977
Batch :  206 / 261 , BCE in this minibatch:  6.984103679656982
Batch :  207 / 261 , BCE in this minibatch:  6.866386890411377
Batch :  208 / 261 , BCE in this minibatch:  5.551204681396484
Batch :  209 / 261 , BCE in this minibatch:  6.957327365875244
Batch :  210 / 261 , BCE in this minibatch:  17.39805030822754
Batch :  211 / 261 , BCE in this minibatch:  20.101343154907227
Batch :  212 / 261 , BCE in this minibatch:  10.265937805175781
Batch :  213 / 261 , BCE in this minibatch:  16.105052947998047
Batch :  214 / 261 , BCE in this minibatch:  11.290013313293457
Batch :  215 / 261 , BCE in this minibatch:  4.0717058181762695
Batch :  216 / 261 , BCE in this minibatch:  3.657794237136841
Batch :  217 / 261 , BCE in this minibatch:  3.8742318153381348
Batch :  218 / 261 , BCE in this minibatch:  6.285793781280518
Batch :  219 / 261 , BCE in this minibatch:  6.220390319824219
Batch :  220 / 261 , BCE in this minibatch:  14.195318222045898
Batch :  221 / 261 , BCE in this minibatch:  8.351418495178223
Batch :  222 / 261 , BCE in this minibatch:  7.952693462371826
Batch :  223 / 261 , BCE in this minibatch:  4.986907005310059
Batch :  224 / 261 , BCE in this minibatch:  13.996086120605469