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Updated README.md
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afzalxo committed Sep 27, 2019
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Replicating MNIST digit classification acc results of [Binarized Neural Networks: Training Neural Networks with Weights and Activations Constrained to+1or−1](https://arxiv.org/abs/1602.02830) in tensorflow

Usage: `python3 main_mnist.py`

Current Acc 98.86% at 1000 Epochs.


![bnntrainres](https://drive.google.com/uc?export=view&id=1J1Tu3GjbbQy3lATRFd2H8I2GC2TczxxD)

Training took ~4 Hours on an NVIDIA Tesla V100-SXM2 16GB GPU.

GPU utiliziation using `nvidia-smi`:


![gpuutilbnns](https://drive.google.com/uc?export=view&id=12o-s7DEdn-FKpCWgTNUX2_scKuJX1K79)

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