├── .gitignore ├── LICENSE ├── README.md ├── config ├── __init__.py ├── config.py ├── config_CIFAR-10.py └── config_MNIST.py ├── layers ├── __init__.py ├── binary_layers.py ├── binary_ops.py ├── quantized_layers.py └── quantized_ops.py ├── logs ├── CIFAR-10_full-bnn_4b_4b_1_64_1_64_1_64.hdf5 │ └── events.out.tfevents.1509465873.sol.esat.kuleuven.be ├── CIFAR-10_full-bnn_4b_4b_3_256_3_256_3_256.hdf5 │ ├── events.out.tfevents.1509467884.sol.esat.kuleuven.be │ ├── events.out.tfevents.1509468101.sol.esat.kuleuven.be │ └── events.out.tfevents.1509468827.sol.esat.kuleuven.be ├── CIFAR-10_full-qnn_4b_4b_1_64_1_64_1_64.hdf5 │ └── events.out.tfevents.1509427192.sol.esat.kuleuven.be ├── CIFAR-10_full-qnn_4b_4b_2_64_3_128_3_128.hdf5 │ └── events.out.tfevents.1509403018.sol.esat.kuleuven.be └── CIFAR-10_full-qnn_4b_4b_3_256_3_256_3_256.hdf5 │ └── events.out.tfevents.1509432598.sol.esat.kuleuven.be ├── models ├── __init__.py └── model_factory.py ├── personal_config ├── __init__.py └── shell_source.sh ├── train.py ├── train.sh ├── utils ├── __init__.py ├── config_utils.py └── load_data.py └── weights ├── CIFAR-10_full-bnn_4b_4b_1_64_1_64_1_64.hdf5 ├── CIFAR-10_full-bnn_4b_4b_3_256_3_256_3_256.hdf5 ├── CIFAR-10_full-qnn_4b_4b_1_64_1_64_1_64.hdf5 ├── CIFAR-10_full-qnn_4b_4b_2_64_3_128_3_128.hdf5 └── CIFAR-10_full-qnn_4b_4b_3_256_3_256_3_256.hdf5 /.gitignore: -------------------------------------------------------------------------------- 1 | *.py[cod] 2 | *$py.class 3 | *~ 4 | .idea 5 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/README.md -------------------------------------------------------------------------------- /config/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /config/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/config/config.py -------------------------------------------------------------------------------- /config/config_CIFAR-10.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/config/config_CIFAR-10.py -------------------------------------------------------------------------------- /config/config_MNIST.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/config/config_MNIST.py -------------------------------------------------------------------------------- /layers/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /layers/binary_layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/layers/binary_layers.py -------------------------------------------------------------------------------- /layers/binary_ops.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/layers/binary_ops.py -------------------------------------------------------------------------------- /layers/quantized_layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/layers/quantized_layers.py -------------------------------------------------------------------------------- /layers/quantized_ops.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/layers/quantized_ops.py -------------------------------------------------------------------------------- /logs/CIFAR-10_full-bnn_4b_4b_1_64_1_64_1_64.hdf5/events.out.tfevents.1509465873.sol.esat.kuleuven.be: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/logs/CIFAR-10_full-bnn_4b_4b_1_64_1_64_1_64.hdf5/events.out.tfevents.1509465873.sol.esat.kuleuven.be -------------------------------------------------------------------------------- /logs/CIFAR-10_full-bnn_4b_4b_3_256_3_256_3_256.hdf5/events.out.tfevents.1509467884.sol.esat.kuleuven.be: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/logs/CIFAR-10_full-bnn_4b_4b_3_256_3_256_3_256.hdf5/events.out.tfevents.1509467884.sol.esat.kuleuven.be -------------------------------------------------------------------------------- /logs/CIFAR-10_full-bnn_4b_4b_3_256_3_256_3_256.hdf5/events.out.tfevents.1509468101.sol.esat.kuleuven.be: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/logs/CIFAR-10_full-bnn_4b_4b_3_256_3_256_3_256.hdf5/events.out.tfevents.1509468101.sol.esat.kuleuven.be -------------------------------------------------------------------------------- /logs/CIFAR-10_full-bnn_4b_4b_3_256_3_256_3_256.hdf5/events.out.tfevents.1509468827.sol.esat.kuleuven.be: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/logs/CIFAR-10_full-bnn_4b_4b_3_256_3_256_3_256.hdf5/events.out.tfevents.1509468827.sol.esat.kuleuven.be -------------------------------------------------------------------------------- /logs/CIFAR-10_full-qnn_4b_4b_1_64_1_64_1_64.hdf5/events.out.tfevents.1509427192.sol.esat.kuleuven.be: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/logs/CIFAR-10_full-qnn_4b_4b_1_64_1_64_1_64.hdf5/events.out.tfevents.1509427192.sol.esat.kuleuven.be -------------------------------------------------------------------------------- /logs/CIFAR-10_full-qnn_4b_4b_2_64_3_128_3_128.hdf5/events.out.tfevents.1509403018.sol.esat.kuleuven.be: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/logs/CIFAR-10_full-qnn_4b_4b_2_64_3_128_3_128.hdf5/events.out.tfevents.1509403018.sol.esat.kuleuven.be -------------------------------------------------------------------------------- /logs/CIFAR-10_full-qnn_4b_4b_3_256_3_256_3_256.hdf5/events.out.tfevents.1509432598.sol.esat.kuleuven.be: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/logs/CIFAR-10_full-qnn_4b_4b_3_256_3_256_3_256.hdf5/events.out.tfevents.1509432598.sol.esat.kuleuven.be -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /models/model_factory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/models/model_factory.py -------------------------------------------------------------------------------- /personal_config/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /personal_config/shell_source.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/personal_config/shell_source.sh -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/train.py -------------------------------------------------------------------------------- /train.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/train.sh -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/config_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/utils/config_utils.py -------------------------------------------------------------------------------- /utils/load_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/utils/load_data.py -------------------------------------------------------------------------------- /weights/CIFAR-10_full-bnn_4b_4b_1_64_1_64_1_64.hdf5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/weights/CIFAR-10_full-bnn_4b_4b_1_64_1_64_1_64.hdf5 -------------------------------------------------------------------------------- /weights/CIFAR-10_full-bnn_4b_4b_3_256_3_256_3_256.hdf5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/weights/CIFAR-10_full-bnn_4b_4b_3_256_3_256_3_256.hdf5 -------------------------------------------------------------------------------- /weights/CIFAR-10_full-qnn_4b_4b_1_64_1_64_1_64.hdf5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/weights/CIFAR-10_full-qnn_4b_4b_1_64_1_64_1_64.hdf5 -------------------------------------------------------------------------------- /weights/CIFAR-10_full-qnn_4b_4b_2_64_3_128_3_128.hdf5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/weights/CIFAR-10_full-qnn_4b_4b_2_64_3_128_3_128.hdf5 -------------------------------------------------------------------------------- /weights/CIFAR-10_full-qnn_4b_4b_3_256_3_256_3_256.hdf5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BertMoons/QuantizedNeuralNetworks-Keras-Tensorflow/HEAD/weights/CIFAR-10_full-qnn_4b_4b_3_256_3_256_3_256.hdf5 --------------------------------------------------------------------------------