Number of model parameters: 154706
=> loading checkpoint 'output/Error/12613_model=MobilenetV3-ep=3000-block=4/model_best.pth.tar'
=> loaded checkpoint 'output/Error/12613_model=MobilenetV3-ep=3000-block=4/model_best.pth.tar' (epoch 2877)
 * Prec@1 98.193
 * Prec@1 98.193
Best accuracy: 98.19277163585984
[validate_2020-03-26-16-57-52] done
[validate_2020-03-26-16-57-52] done
start test using path : ../data/Fourth_data/demo
Test start
loading checkpoint...
checkpoint already loaded!