├── .github └── workflows │ └── publish.yml ├── .gitignore ├── .gitmodules ├── LICENSE ├── MANIFEST.in ├── README.md ├── fpgaconvnet └── hls │ ├── __init__.py │ ├── generate │ ├── __init__.py │ ├── layers │ │ ├── __init__.py │ │ ├── avg_pooling.py │ │ ├── convolution.py │ │ ├── elementwise_add.py │ │ ├── elementwise_mul.py │ │ ├── global_pooling.py │ │ ├── inner_product.py │ │ ├── pooling.py │ │ ├── relu.py │ │ ├── split.py │ │ └── squeeze.py │ ├── modules │ │ ├── __init__.py │ │ ├── accum.py │ │ ├── avg_pool.py │ │ ├── bias.py │ │ ├── conv.py │ │ ├── elementwise_add.py │ │ ├── elementwise_mul.py │ │ ├── fork.py │ │ ├── global_pool.py │ │ ├── glue.py │ │ ├── module.py │ │ ├── pool.py │ │ ├── relu.py │ │ ├── sliding_window.py │ │ └── squeeze.py │ ├── network.py │ ├── network_template.py │ ├── partition.py │ ├── partition_template.py │ └── util.py │ ├── hardware │ ├── accum.hpp │ ├── avg_pool.hpp │ ├── batch_norm.hpp │ ├── bias.hpp │ ├── common.hpp │ ├── common_tb.hpp │ ├── conv.hpp │ ├── elementwise_add.hpp │ ├── elementwise_mul.hpp │ ├── fifo.hpp │ ├── fork.hpp │ ├── global_pool.hpp │ ├── glue.hpp │ ├── mem_read.hpp │ ├── mem_write.hpp │ ├── pool.hpp │ ├── relu.hpp │ ├── sliding_window.hpp │ ├── squeeze.hpp │ └── wr.hpp │ ├── scripts │ ├── gen_bd.tcl │ ├── gen_hw.tcl │ ├── hls │ │ ├── common.tcl │ │ ├── create_partition_project.tcl │ │ ├── export_design.tcl │ │ ├── run_cosim.tcl │ │ ├── run_csim.tcl │ │ ├── run_csynth.tcl │ │ ├── run_implementation.tcl │ │ └── tcl_getopt.tcl │ ├── run_hls.tcl │ ├── run_network.sh │ └── run_sdk.tcl │ └── tools │ ├── __init__.py │ ├── array_init.py │ ├── hls_logger.py │ ├── onnx_data.py │ ├── reporter.py │ └── vivado_hls_wrapper.py └── test ├── display_configs.py ├── gen_report.py ├── get_logs.py ├── layers ├── Layer.py ├── README.md ├── __init__.py ├── avg_pooling │ ├── config │ │ └── config_0.json │ ├── gen_layer.py │ ├── src │ │ └── avg_pooling_layer_top.cpp │ └── tb │ │ ├── avg_pooling_layer_tb.cpp │ │ └── avg_pooling_layer_tb.hpp ├── batch_norm │ ├── config │ │ ├── config_0.json │ │ ├── config_1.json │ │ ├── config_2.json │ │ ├── config_3.json │ │ ├── config_4.json │ │ ├── config_5.json │ │ ├── config_6.json │ │ ├── config_7.json │ │ ├── config_8.json │ │ └── config_9.json │ ├── gen_layer.py │ ├── src │ │ └── batch_norm_layer_top.cpp │ └── tb │ │ ├── batch_norm_layer_tb.cpp │ │ └── batch_norm_layer_tb.hpp ├── clean_reports.sh ├── convolution │ ├── config │ │ ├── config_0.json │ │ ├── config_1.json │ │ ├── config_2.json │ │ ├── config_3.json │ │ ├── config_4.json │ │ ├── config_5.json │ │ ├── config_6.json │ │ └── config_7.json │ ├── gen_layer.py │ ├── src │ │ └── convolution_layer_top.cpp │ └── tb │ │ ├── convolution_layer_tb.cpp │ │ └── convolution_layer_tb.hpp ├── elementwise_add │ ├── config │ │ └── config_0.json │ ├── gen_layer.py │ ├── src │ │ └── elementwise_add_layer_top.cpp │ └── tb │ │ ├── elementwise_add_layer_tb.cpp │ │ └── elementwise_add_layer_tb.hpp ├── elementwise_mul │ ├── config │ │ └── config_0.json │ ├── gen_layer.py │ ├── src │ │ └── elementwise_mul_layer_top.cpp │ └── tb │ │ ├── elementwise_mul_layer_tb.cpp │ │ └── elementwise_mul_layer_tb.hpp ├── gen_config.py ├── global_pooling │ ├── config │ │ └── config_0.json │ ├── gen_layer.py │ ├── src │ │ └── global_pooling_layer_top.cpp │ └── tb │ │ ├── global_pooling_layer_tb.cpp │ │ └── global_pooling_layer_tb.hpp ├── inner_product │ ├── config │ │ ├── config_0.json │ │ ├── config_1.json │ │ ├── config_10.json │ │ ├── config_2.json │ │ ├── config_3.json │ │ ├── config_4.json │ │ ├── config_5.json │ │ ├── config_6.json │ │ ├── config_7.json │ │ ├── config_8.json │ │ └── config_9.json │ ├── gen_layer.py │ ├── src │ │ └── inner_product_layer_top.cpp │ └── tb │ │ ├── inner_product_layer_tb.cpp │ │ └── inner_product_layer_tb.hpp ├── pooling │ ├── config │ │ ├── config_0.json │ │ ├── config_1.json │ │ ├── config_10.json │ │ ├── config_11.json │ │ ├── config_12.json │ │ ├── config_2.json │ │ ├── config_3.json │ │ ├── config_4.json │ │ ├── config_5.json │ │ ├── config_6.json │ │ ├── config_7.json │ │ ├── config_8.json │ │ └── config_9.json │ ├── gen_layer.py │ ├── src │ │ └── pooling_layer_top.cpp │ └── tb │ │ ├── pooling_layer_tb.cpp │ │ └── pooling_layer_tb.hpp ├── relu │ ├── config │ │ ├── config_0.json │ │ ├── config_1.json │ │ ├── config_10.json │ │ ├── config_2.json │ │ ├── config_3.json │ │ ├── config_4.json │ │ ├── config_5.json │ │ ├── config_6.json │ │ ├── config_7.json │ │ ├── config_8.json │ │ └── config_9.json │ ├── gen_layer.py │ ├── src │ │ └── relu_layer_top.cpp │ └── tb │ │ ├── relu_layer_tb.cpp │ │ └── relu_layer_tb.hpp ├── report.py ├── run_layer_hls.tcl ├── run_tests.sh ├── split │ ├── config │ │ └── config_0.json │ ├── gen_layer.py │ ├── src │ │ └── split_layer_top.cpp │ └── tb │ │ ├── split_layer_tb.cpp │ │ └── split_layer_tb.hpp └── squeeze │ ├── config │ ├── config_0.json │ ├── config_1.json │ ├── config_2.json │ └── config_3.json │ ├── gen_layer.py │ ├── src │ └── squeeze_layer_top.cpp │ └── tb │ ├── squeeze_layer_tb.cpp │ └── squeeze_layer_tb.hpp ├── modules ├── Data.py ├── README.md ├── __init__.py ├── accum │ ├── config │ │ ├── config_0.json │ │ ├── config_1.json │ │ ├── config_2.json │ │ ├── config_3.json │ │ ├── config_4.json │ │ └── config_5.json │ ├── gen_data.py │ ├── src │ │ └── accum.cpp │ └── tb │ │ ├── accum_tb.cpp │ │ └── accum_tb.hpp ├── avg_pool │ ├── config │ │ └── config_0.json │ ├── gen_data.py │ ├── src │ │ └── avg_pool.cpp │ └── tb │ │ ├── avg_pool_tb.cpp │ │ └── avg_pool_tb.hpp ├── bias │ ├── config │ │ └── config_0.json │ ├── gen_data.py │ ├── src │ │ └── bias.cpp │ └── tb │ │ ├── bias_tb.cpp │ │ └── bias_tb.hpp ├── clean_reports.sh ├── conv │ ├── config │ │ ├── config_0.json │ │ ├── config_1.json │ │ ├── config_10.json │ │ ├── config_11.json │ │ ├── config_12.json │ │ ├── config_2.json │ │ ├── config_3.json │ │ ├── config_4.json │ │ ├── config_5.json │ │ ├── config_6.json │ │ ├── config_7.json │ │ ├── config_8.json │ │ └── config_9.json │ ├── gen_data.py │ ├── src │ │ └── conv.cpp │ └── tb │ │ ├── conv_tb.cpp │ │ └── conv_tb.hpp ├── elementwise_add │ ├── config │ │ ├── config_0.json │ │ ├── config_1.json │ │ ├── config_2.json │ │ ├── config_3.json │ │ ├── config_4.json │ │ ├── config_5.json │ │ ├── config_6.json │ │ ├── config_7.json │ │ ├── config_8.json │ │ └── config_9.json │ ├── gen_data.py │ ├── src │ │ └── elementwise_add.cpp │ └── tb │ │ ├── elementwise_add_tb.cpp │ │ └── elementwise_add_tb.hpp ├── elementwise_mul │ ├── config │ │ ├── config_0.json │ │ ├── config_1.json │ │ ├── config_2.json │ │ ├── config_3.json │ │ ├── config_4.json │ │ ├── config_5.json │ │ ├── config_6.json │ │ ├── config_7.json │ │ ├── config_8.json │ │ └── config_9.json │ ├── gen_data.py │ ├── src │ │ └── elementwise_mul.cpp │ └── tb │ │ ├── elementwise_mul_tb.cpp │ │ └── elementwise_mul_tb.hpp ├── fork │ ├── config │ │ ├── config_0.json │ │ ├── config_1.json │ │ ├── config_2.json │ │ ├── config_3.json │ │ ├── config_4.json │ │ ├── config_5.json │ │ ├── config_6.json │ │ ├── config_7.json │ │ ├── config_8.json │ │ └── config_9.json │ ├── gen_data.py │ ├── src │ │ └── fork.cpp │ └── tb │ │ ├── fork_tb.cpp │ │ └── fork_tb.hpp ├── global_pool │ ├── config │ │ └── config_0.json │ ├── gen_data.py │ ├── src │ │ └── global_pool.cpp │ └── tb │ │ ├── global_pool_tb.cpp │ │ └── global_pool_tb.hpp ├── glue │ ├── config │ │ ├── config_0.json │ │ ├── config_1.json │ │ ├── config_2.json │ │ ├── config_3.json │ │ ├── config_4.json │ │ ├── config_5.json │ │ ├── config_6.json │ │ ├── config_7.json │ │ ├── config_8.json │ │ └── config_9.json │ ├── gen_data.py │ ├── src │ │ └── glue.cpp │ └── tb │ │ ├── glue_tb.cpp │ │ └── glue_tb.hpp ├── mem_read │ ├── config │ │ ├── config_0.json │ │ ├── config_1.json │ │ ├── config_2.json │ │ └── config_3.json │ ├── gen_data.py │ ├── src │ │ └── mem_read.cpp │ └── tb │ │ ├── mem_read_tb.cpp │ │ └── mem_read_tb.hpp ├── mem_write │ ├── config │ │ ├── config_0.json │ │ ├── config_1.json │ │ ├── config_2.json │ │ └── config_3.json │ ├── gen_data.py │ ├── src │ │ └── mem_write.cpp │ └── tb │ │ ├── mem_write_tb.cpp │ │ └── mem_write_tb.hpp ├── pool │ ├── config │ │ ├── config_0.json │ │ ├── config_1.json │ │ ├── config_10.json │ │ ├── config_11.json │ │ ├── config_2.json │ │ ├── config_3.json │ │ ├── config_4.json │ │ ├── config_5.json │ │ ├── config_6.json │ │ ├── config_7.json │ │ ├── config_8.json │ │ └── config_9.json │ ├── gen_data.py │ ├── src │ │ └── pool.cpp │ └── tb │ │ ├── pool_tb.cpp │ │ └── pool_tb.hpp ├── relu │ ├── config │ │ ├── config_0.json │ │ ├── config_1.json │ │ ├── config_2.json │ │ ├── config_3.json │ │ ├── config_4.json │ │ ├── config_5.json │ │ ├── config_6.json │ │ ├── config_7.json │ │ ├── config_8.json │ │ └── config_9.json │ ├── gen_data.py │ ├── run.sh │ ├── run_test.tcl │ ├── src │ │ └── relu.cpp │ └── tb │ │ ├── relu_tb.cpp │ │ └── relu_tb.hpp ├── report.py ├── run_all_tests.sh ├── run_module_hls.tcl ├── run_tests.sh ├── 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