Reproducing Yann LeCun 1989 paper "Backpropagation Applied to Handwritten Zip Code Recognition", to my knowledge the earliest real-world application of a neural net trained with backpropagation.
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keep track of model complexity: params, MACs, activations
51c54e0View on GitHubi am having weird issues with reproducibility, getting slightly different results after i upgraded numpy binaries to the amd64 version so it runs faster on my M1 chip
91d1de2View on GitHubadd jupyter notebook showing the misprediction examples
34c22c7View on GitHubrename train to repro, so we can repro after prepro lolol
ebd0c26View on GitHubswitch to tensorboardX because tensorboard doesn't seem to install properly on Apple M1 + miniconda
94ce648View on GitHub