├── .gitignore ├── CmakeLists.txt ├── Federated ├── AuthAPI.py ├── Client.py ├── FLTrainer.py ├── Server.py ├── __init__.py ├── communication │ ├── __init__.py │ └── api.py ├── models │ ├── __init__.py │ └── model_handler.py └── utils.py ├── LICENSE ├── README.md ├── ToDos.txt ├── __init__.py ├── examples ├── test.ipynb ├── test.py ├── test_Conv2D_MNIST.py ├── test_Dense_MNIST.py └── test_federated_learning.py ├── logs └── MNIST_runtimes │ └── CPU │ └── MNIST_ON_ASUS_INTEL_CPU.txt ├── src ├── activations │ ├── Linear.py │ ├── Relu.py │ ├── Sigmoid.py │ ├── Softmax.py │ └── __init__.py ├── core │ ├── Accuracy.py │ ├── Activation.py │ ├── Loss.py │ ├── Model.py │ ├── XP.py │ ├── __init__.py │ ├── train.txt │ └── visualize_logs.py ├── initializers │ ├── Initializer.py │ └── __init__.py ├── layers │ ├── BatchNormalization2D.py │ ├── CPU_kernels │ │ ├── Conv2D.cpp │ │ ├── Conv2D_OneDNN.cpp │ │ ├── MaxPooling_oneDNN.cpp │ │ └── maxpooling_backend.cpp │ ├── CmakeLists.txt │ ├── Conv_wrapepr.py │ ├── Dense.py │ ├── Dropout.py │ ├── Flatten.py │ ├── GPU_kernels │ │ └── Conv2D.cpp │ ├── Input.py │ ├── MaxPooling2D.py │ └── __init__.py ├── losses │ ├── Activation_Softmax_Loss_CategoricalCrossentropy.py │ ├── MAE.py │ ├── MSE.py │ ├── __init__.py │ ├── binary_crossentropy.py │ └── categorical_crossentropy.py ├── metrics │ ├── Accuracy_Categorical.py │ ├── Accuracy_Regression.py │ └── __init__.py ├── optimizers │ ├── Adagrad.py │ ├── Adam.py │ ├── Nadam.py │ ├── RMSprop.py │ ├── SGD.py │ └── __init__.py └── utils │ ├── TensorMonitor.py │ ├── __init__.py │ ├── callbacks.py │ ├── data.py │ └── initializers.py └── tests ├── layers ├── test_Conv2dBackend.py ├── test_Dense.py └── test_maxpool2D.py └── optimizers └── test_Adam.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mahanzavari/Neuromah/HEAD/.gitignore -------------------------------------------------------------------------------- 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