├── .gitattributes ├── .ipynb_checkpoints ├── Beam-Diffraction-checkpoint.ipynb ├── D2NN-checkpoint.ipynb └── D2NN-plus-checkpoint.ipynb ├── Beam-Diffraction.ipynb ├── D2NN-2-layers-97Accuracy-ReLU-included(FO).ipynb ├── D2NN-5-layers-97Accuracy-phase-only(FO).ipynb ├── D2NN-96Accuracy.ipynb ├── D2NN-phase&litude.ipynb ├── D2NN-plus.ipynb ├── D2NN-premium.ipynb ├── D2NN-single-layer-95Accuracy-phase-only.ipynb ├── D2NN-single-layer-97Accuracy-phase-only(FO).ipynb ├── D2NN-single-layer-CIFAR10(FO)-gray.ipynb ├── D2NN-single-layer-CIFAR10(FO).ipynb ├── D2NN.ipynb ├── MNIST_0.7426.pth ├── MNIST_0.755.pth ├── MNIST_0.78.pth ├── MNIST_0.81.pth ├── MNIST_0.83.pth ├── MNIST_0.88.pth ├── MNIST_0.90.pth ├── MNIST_0.95-single-layer.pth ├── README.md ├── best.pt └── data └── MNIST └── raw ├── t10k-images-idx3-ubyte ├── t10k-images-idx3-ubyte.gz ├── t10k-labels-idx1-ubyte ├── t10k-labels-idx1-ubyte.gz ├── train-images-idx3-ubyte ├── train-images-idx3-ubyte.gz ├── train-labels-idx1-ubyte └── 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