This experiment was made for digit recognizer Kaggle competition. You can the original work here: https://www.kaggle.com/alfarias/mnist-with-pytorch-catalyst-amp-nvidia-apex
alfarias/digit-recognizer-catalyst-nvidia-apex
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MNIST Digit Recognizer with PyTorch/Catalyst + AMP(NVIDIA/Apex)
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