├── .gitignore ├── CHANGELOG.md ├── CMakeLists.txt ├── LICENSE ├── README.md ├── data ├── imagenet.means ├── lenet │ ├── input.data │ ├── lenet.onnx │ ├── output.data │ ├── random_lenet_input.data │ └── random_lenet_output.data ├── mnist_mlp │ ├── mnist_mlp.onnx │ ├── random_mnist_mlp_input.data │ └── random_mnist_mlp_output.data └── mnist_simple_perceptron │ ├── mnist_simple_perceptron.onnx │ ├── random_mnist_simple_perceptron_input.data │ └── random_mnist_simple_perceptron_output.data ├── doc ├── binary_weight_file_format.md └── mean_file_format.md ├── examples ├── alexnet.cpp ├── lenet.cpp ├── mnist_mlp.cpp ├── mnist_simple_perceptron.cpp └── vgg.cpp ├── onnx_import ├── __init__.py ├── backend.py ├── code_templates │ ├── activation │ │ ├── pico_cnn_clip_alloc.cpp │ │ ├── pico_cnn_clip_decl.cpp │ │ ├── pico_cnn_lrn_alloc.cpp │ │ ├── pico_cnn_lrn_decl.cpp │ │ ├── pico_cnn_relu_alloc.cpp │ │ ├── pico_cnn_relu_decl.cpp │ │ ├── pico_cnn_softmax_alloc.cpp │ │ └── pico_cnn_softmax_decl.cpp │ ├── batch_normalization │ │ ├── pico_cnn_batchnorm_alloc.cpp │ │ └── pico_cnn_batchnorm_decl.cpp │ ├── conv │ │ ├── pico_cnn_conv1d_alloc.cpp │ │ ├── pico_cnn_conv2d_alloc.cpp │ │ └── pico_cnn_conv2d_decl.cpp │ ├── empty.cpp │ ├── fc │ │ ├── pico_cnn_fc_alloc.cpp │ │ ├── pico_cnn_fc_decl.cpp │ │ ├── pico_cnn_matmul_alloc.cpp │ │ └── pico_cnn_matmul_decl.cpp │ ├── layer_delete.cpp │ ├── layer_exec.cpp │ ├── main_program │ │ ├── dummy_input.cpp │ │ └── reference_input.cpp │ ├── memory_allocation │ │ ├── buffer_cleanup.cpp │ │ ├── kernel_allocation.cpp │ │ └── output_allocation.cpp │ ├── pool │ │ ├── pico_cnn_avg_pool1d_alloc.cpp │ │ ├── pico_cnn_avg_pool2d_alloc.cpp │ │ ├── pico_cnn_avg_pool2d_decl.cpp │ │ ├── pico_cnn_global_avg_pool2d_alloc.cpp │ │ ├── pico_cnn_global_avg_pool2d_decl.cpp │ │ ├── pico_cnn_global_max_pool2d_alloc.cpp │ │ ├── pico_cnn_global_max_pool2d_decl.cpp │ │ ├── pico_cnn_max_pool1d_alloc.cpp │ │ ├── pico_cnn_max_pool2d_alloc.cpp │ │ └── pico_cnn_max_pool2d_decl.cpp │ └── tensor_operations │ │ ├── pico_cnn_add.cpp │ │ ├── pico_cnn_concat.cpp │ │ ├── pico_cnn_flatten.cpp │ │ ├── pico_cnn_mul.cpp │ │ ├── pico_cnn_pad.cpp │ │ ├── pico_cnn_reshape.cpp │ │ ├── pico_cnn_squeeze.cpp │ │ └── transpose.cpp ├── compute_graph.py ├── constprop.py ├── generate_dummy.py ├── ir.py ├── memory_allocation.py ├── memory_manager.py ├── onnx_importer.py ├── onnx_to_pico_cnn.py ├── pico_cnn.py ├── requirements.txt └── utils.py ├── pico-cnn ├── Makefile ├── io │ ├── read_binary_reference_data.cpp │ ├── read_binary_reference_data.h │ ├── read_binary_weights.cpp │ ├── read_binary_weights.h │ ├── read_imagenet_labels.cpp │ ├── read_imagenet_labels.h │ ├── read_imagenet_validation_labels.cpp │ ├── read_imagenet_validation_labels.h │ ├── read_jpeg.cpp │ ├── read_jpeg.h │ ├── read_means.cpp │ ├── read_means.h │ ├── read_mnist.cpp │ ├── read_mnist.h │ ├── read_pgm.cpp │ ├── read_pgm.h │ ├── write_float.cpp │ ├── write_float.h │ ├── write_pgm.cpp │ └── write_pgm.h ├── layers │ ├── activation_functions │ │ ├── activation_function.cpp │ │ ├── activation_function.h │ │ ├── clip.cpp │ │ ├── clip.h │ │ ├── lrn.cpp │ │ ├── lrn.h │ │ ├── relu.cpp │ │ ├── relu.h │ │ ├── sigmoid.cpp │ │ ├── sigmoid.h │ │ ├── softmax.cpp │ │ ├── softmax.h │ │ ├── tan_h.cpp │ │ └── tan_h.h │ ├── batch_normalization.cpp │ ├── batch_normalization.h │ ├── convolution.cpp │ ├── convolution.h │ ├── fully_connected.cpp │ ├── fully_connected.h │ ├── layer.cpp │ ├── layer.h │ └── pooling │ │ ├── average_pooling.cpp │ │ ├── average_pooling.h │ │ ├── global_average_pooling.cpp │ │ ├── global_average_pooling.h │ │ ├── global_max_pooling.cpp │ │ ├── global_max_pooling.h │ │ ├── max_pooling.cpp │ │ ├── max_pooling.h │ │ ├── pooling.cpp │ │ └── pooling.h ├── parameters.h ├── pico-cnn.h ├── tensor.cpp ├── tensor.h └── utils.h ├── test ├── Makefile ├── layers │ ├── test_activation_functions.cpp │ ├── test_activation_functions.h │ ├── test_batch_normalization.cpp │ ├── 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