pattern-matching-based-opts_3.ll
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; RUN: opt %loadPolly -polly-opt-isl -polly-pattern-matching-based-opts=true \
; RUN: -polly-target-throughput-vector-fma=1 \
; RUN: -polly-target-latency-vector-fma=8 \
; RUN: -analyze -polly-ast -polly-target-1st-cache-level-size=0 \
; RUN: -polly-target-vector-register-bitwidth=256 \
; RUN: < %s 2>&1 | FileCheck %s
; RUN: opt %loadPolly -polly-opt-isl -polly-pattern-matching-based-opts=true \
; RUN: -polly-target-throughput-vector-fma=1 \
; RUN: -polly-target-latency-vector-fma=8 \
; RUN: -analyze -polly-ast -polly-target-1st-cache-level-associativity=8 \
; RUN: -polly-target-2nd-cache-level-associativity=8 \
; RUN: -polly-target-1st-cache-level-size=32768 \
; RUN: -polly-target-vector-register-bitwidth=256 \
; RUN: -polly-target-2nd-cache-level-size=262144 < %s 2>&1 \
; RUN: | FileCheck %s --check-prefix=EXTRACTION-OF-MACRO-KERNEL
;
; /* C := alpha*A*B + beta*C */
; for (i = 0; i < _PB_NI; i++)
; for (j = 0; j < _PB_NJ; j++)
; {
; C[i][j] *= beta;
; for (k = 0; k < _PB_NK; ++k)
; C[i][j] += alpha * A[i][k] * B[k][j];
; }
;
; CHECK-LABEL: Printing analysis 'Polly - Generate an AST from the SCoP (isl)' for region: 'bb8 => bb32' in function 'kernel_gemm':
; CHECK: {
; CHECK-NEXT: // 1st level tiling - Tiles
; CHECK-NEXT: for (int c0 = 0; c0 <= 32; c0 += 1)
; CHECK-NEXT: for (int c1 = 0; c1 <= 32; c1 += 1) {
; CHECK-NEXT: // 1st level tiling - Points
; CHECK-NEXT: for (int c2 = 0; c2 <= 31; c2 += 1)
; CHECK-NEXT: for (int c3 = 0; c3 <= 31; c3 += 1)
; CHECK-NEXT: Stmt_bb9(32 * c0 + c2, 32 * c1 + c3);
; CHECK-NEXT: }
; CHECK-NEXT: // Inter iteration alias-free
; CHECK-NEXT: // Register tiling - Tiles
; CHECK-NEXT: for (int c0 = 0; c0 <= 131; c0 += 1)
; CHECK-NEXT: for (int c1 = 0; c1 <= 263; c1 += 1)
; CHECK-NEXT: for (int c2 = 0; c2 <= 1023; c2 += 1) {
; CHECK-NEXT: // Register tiling - Points
; CHECK-NEXT: {
; CHECK-NEXT: Stmt_Copy_0(4 * c1, 8 * c0, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1, 8 * c0 + 1, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1, 8 * c0 + 2, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1, 8 * c0 + 3, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1, 8 * c0 + 4, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1, 8 * c0 + 5, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1, 8 * c0 + 6, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1, 8 * c0 + 7, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 1, 8 * c0, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 1, 8 * c0 + 1, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 1, 8 * c0 + 2, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 1, 8 * c0 + 3, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 1, 8 * c0 + 4, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 1, 8 * c0 + 5, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 1, 8 * c0 + 6, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 1, 8 * c0 + 7, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 2, 8 * c0, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 2, 8 * c0 + 1, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 2, 8 * c0 + 2, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 2, 8 * c0 + 3, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 2, 8 * c0 + 4, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 2, 8 * c0 + 5, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 2, 8 * c0 + 6, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 2, 8 * c0 + 7, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 3, 8 * c0, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 3, 8 * c0 + 1, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 3, 8 * c0 + 2, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 3, 8 * c0 + 3, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 3, 8 * c0 + 4, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 3, 8 * c0 + 5, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 3, 8 * c0 + 6, c2);
; CHECK-NEXT: Stmt_Copy_0(4 * c1 + 3, 8 * c0 + 7, c2);
; CHECK-NEXT: }
; CHECK-NEXT: }
; CHECK-NEXT: }
;
; EXTRACTION-OF-MACRO-KERNEL-LABEL: Printing analysis 'Polly - Generate an AST from the SCoP (isl)' for region: 'bb8 => bb32' in function 'kernel_gemm':
; EXTRACTION-OF-MACRO-KERNEL: {
; EXTRACTION-OF-MACRO-KERNEL-NEXT: // 1st level tiling - Tiles
; EXTRACTION-OF-MACRO-KERNEL-NEXT: for (int c0 = 0; c0 <= 32; c0 += 1)
; EXTRACTION-OF-MACRO-KERNEL-NEXT: for (int c1 = 0; c1 <= 32; c1 += 1) {
; EXTRACTION-OF-MACRO-KERNEL-NEXT: // 1st level tiling - Points
; EXTRACTION-OF-MACRO-KERNEL-NEXT: for (int c2 = 0; c2 <= 31; c2 += 1)
; EXTRACTION-OF-MACRO-KERNEL-NEXT: for (int c3 = 0; c3 <= 31; c3 += 1)
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_bb9(32 * c0 + c2, 32 * c1 + c3);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: }
; EXTRACTION-OF-MACRO-KERNEL-NEXT: // Inter iteration alias-free
; EXTRACTION-OF-MACRO-KERNEL-NEXT: // 1st level tiling - Tiles
; EXTRACTION-OF-MACRO-KERNEL-NEXT: for (int c1 = 0; c1 <= 3; c1 += 1) {
; EXTRACTION-OF-MACRO-KERNEL-NEXT: for (int c3 = 0; c3 <= 1055; c3 += 1)
; EXTRACTION-OF-MACRO-KERNEL-NEXT: for (int c4 = 256 * c1; c4 <= 256 * c1 + 255; c4 += 1)
; EXTRACTION-OF-MACRO-KERNEL-NEXT: CopyStmt_0(0, c3, c4);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: for (int c2 = 0; c2 <= 10; c2 += 1) {
; EXTRACTION-OF-MACRO-KERNEL-NEXT: for (int c3 = 96 * c2; c3 <= 96 * c2 + 95; c3 += 1)
; EXTRACTION-OF-MACRO-KERNEL-NEXT: for (int c5 = 256 * c1; c5 <= 256 * c1 + 255; c5 += 1)
; EXTRACTION-OF-MACRO-KERNEL-NEXT: CopyStmt_1(c3, 0, c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: // 1st level tiling - Points
; EXTRACTION-OF-MACRO-KERNEL-NEXT: // Register tiling - Tiles
; EXTRACTION-OF-MACRO-KERNEL-NEXT: for (int c3 = 0; c3 <= 131; c3 += 1)
; EXTRACTION-OF-MACRO-KERNEL-NEXT: for (int c4 = 0; c4 <= 23; c4 += 1)
; EXTRACTION-OF-MACRO-KERNEL-NEXT: for (int c5 = 0; c5 <= 255; c5 += 1) {
; EXTRACTION-OF-MACRO-KERNEL-NEXT: // Loop Vectorizer Disabled
; EXTRACTION-OF-MACRO-KERNEL-NEXT: // Register tiling - Points
; EXTRACTION-OF-MACRO-KERNEL-NEXT: {
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4, 8 * c3, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4, 8 * c3 + 1, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4, 8 * c3 + 2, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4, 8 * c3 + 3, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4, 8 * c3 + 4, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4, 8 * c3 + 5, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4, 8 * c3 + 6, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4, 8 * c3 + 7, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 1, 8 * c3, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 1, 8 * c3 + 1, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 1, 8 * c3 + 2, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 1, 8 * c3 + 3, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 1, 8 * c3 + 4, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 1, 8 * c3 + 5, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 1, 8 * c3 + 6, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 1, 8 * c3 + 7, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 2, 8 * c3, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 2, 8 * c3 + 1, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 2, 8 * c3 + 2, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 2, 8 * c3 + 3, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 2, 8 * c3 + 4, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 2, 8 * c3 + 5, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 2, 8 * c3 + 6, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 2, 8 * c3 + 7, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 3, 8 * c3, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 3, 8 * c3 + 1, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 3, 8 * c3 + 2, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 3, 8 * c3 + 3, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 3, 8 * c3 + 4, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 3, 8 * c3 + 5, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 3, 8 * c3 + 6, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: Stmt_Copy_0(96 * c2 + 4 * c4 + 3, 8 * c3 + 7, 256 * c1 + c5);
; EXTRACTION-OF-MACRO-KERNEL-NEXT: }
; EXTRACTION-OF-MACRO-KERNEL-NEXT: }
; EXTRACTION-OF-MACRO-KERNEL-NEXT: }
; EXTRACTION-OF-MACRO-KERNEL-NEXT: }
; EXTRACTION-OF-MACRO-KERNEL-NEXT: }
;
target datalayout = "e-m:e-i64:64-f80:128-n8:16:32:64-S128"
target triple = "x86_64-unknown-unknown"
define internal void @kernel_gemm(i32 %arg, i32 %arg1, i32 %arg2, double %arg3, double %arg4, [1056 x double]* %arg5, [1024 x double]* %arg6, [1056 x double]* %arg7) #0 {
bb:
br label %bb8
bb8: ; preds = %bb29, %bb
%tmp = phi i64 [ 0, %bb ], [ %tmp30, %bb29 ]
br label %bb9
bb9: ; preds = %bb26, %bb8
%tmp10 = phi i64 [ 0, %bb8 ], [ %tmp27, %bb26 ]
%tmp11 = getelementptr inbounds [1056 x double], [1056 x double]* %arg5, i64 %tmp, i64 %tmp10
%tmp12 = load double, double* %tmp11, align 8
%tmp13 = fmul double %tmp12, %arg4
store double %tmp13, double* %tmp11, align 8
br label %Copy_0
Copy_0: ; preds = %Copy_0, %bb9
%tmp15 = phi i64 [ 0, %bb9 ], [ %tmp24, %Copy_0 ]
%tmp16 = getelementptr inbounds [1024 x double], [1024 x double]* %arg6, i64 %tmp, i64 %tmp15
%tmp17 = load double, double* %tmp16, align 8
%tmp18 = fmul double %tmp17, %arg3
%tmp19 = getelementptr inbounds [1056 x double], [1056 x double]* %arg7, i64 %tmp15, i64 %tmp10
%tmp20 = load double, double* %tmp19, align 8
%tmp21 = fmul double %tmp18, %tmp20
%tmp22 = load double, double* %tmp11, align 8
%tmp23 = fadd double %tmp22, %tmp21
store double %tmp23, double* %tmp11, align 8
%tmp24 = add nuw nsw i64 %tmp15, 1
%tmp25 = icmp ne i64 %tmp24, 1024
br i1 %tmp25, label %Copy_0, label %bb26
bb26: ; preds = %Copy_0
%tmp27 = add nuw nsw i64 %tmp10, 1
%tmp28 = icmp ne i64 %tmp27, 1056
br i1 %tmp28, label %bb9, label %bb29
bb29: ; preds = %bb26
%tmp30 = add nuw nsw i64 %tmp, 1
%tmp31 = icmp ne i64 %tmp30, 1056
br i1 %tmp31, label %bb8, label %bb32
bb32: ; preds = %bb29
ret void
}