Can not reach the validation error rate for Resnet-50 (single-crop 224*224)

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Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

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Can not reach the validation error rate for Resnet-50 (single-crop 224*224) #201

Closed Juicechen95 closed 4 years ago

Juicechen95 commented 6 years ago

I got 27.38%, but it is said that the error should be 25.01% . I use lr=0.1, batchsize=64, training the model on one GPU, I have trained the model for 90 epochs. Can someone tell me why??

colesbury commented 4 years ago

The batch size needs to be 256