CUDA-DNN-MNIST
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Example C++ CUDA implementation for training Neural Network on MNIST dataset

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Training only works with 10_6 learning rate which is pretty high for mnist MLP, I tried using 0.01 but it doesn't converge at all, can you tell me how are you calculating the backward pass?

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Example C++ CUDA implementation for training Neural Network on MNIST dataset