├── .clang-format ├── .gitignore ├── .gitmodules ├── CONTRIBUTING.md ├── Dockerfile ├── Jenkinsfile ├── LICENSE.rst ├── README.md ├── build.sh ├── docs ├── README.md ├── exclude-patterns.inc ├── notebooks │ ├── .gitignore │ ├── Dockerfile │ ├── README.md │ ├── conversion_process.jpg │ ├── keras_to_xcore.ipynb │ ├── optimise_for_xcore.ipynb │ ├── pytest.ini │ ├── pytorch_to_tflite │ │ ├── LSTM │ │ │ ├── .gitignore │ │ │ ├── mnist_lstm.ipynb │ │ │ └── netron-screenshot.png │ │ ├── YOLOv8 │ │ │ ├── .gitignore │ │ │ └── pytorch_to_tflite.ipynb │ │ ├── mobilenet │ │ │ ├── pytorch2keras.ipynb │ │ │ └── pytorch_to_tflite.ipynb │ │ └── utils │ │ │ └── __init__.py │ ├── requirements.txt │ └── start.sh ├── rst │ ├── arena_sharing.rst │ ├── build-from-source.rst │ ├── changelog.rst │ ├── faq.rst │ ├── flash.rst │ ├── flow.rst │ ├── index.rst │ ├── operators.rst │ ├── options.rst │ ├── prepare.rst │ ├── pytorch.rst │ └── xcore-ai-coding.rst └── settings.yml ├── examples ├── README.rst ├── app_flash_4 │ └── src │ │ └── main.xc ├── app_flash_single_model │ ├── Makefile │ ├── README.rst │ ├── src │ │ ├── config.xscope │ │ ├── image.h │ │ ├── image2.h │ │ ├── main.cpp.1 │ │ ├── main.xc │ │ └── support.cpp │ └── vww_quant.tflite ├── app_flash_two_models │ ├── Makefile │ ├── README.rst │ ├── src │ │ ├── config.xscope │ │ ├── image.h │ │ ├── image2.h │ │ └── main.cpp │ ├── vww_quant1.tflite │ └── vww_quant2.tflite ├── app_flash_two_models_one_arena │ ├── Makefile │ ├── README.rst │ ├── src │ │ ├── config.xscope │ │ ├── image.h │ │ ├── image2.h │ │ └── main.cpp │ ├── vww_quant1.tflite │ └── vww_quant2.tflite ├── app_mobilenetv2 │ ├── Makefile │ ├── README.rst │ ├── image_samples │ │ ├── COCO_train2014_000000002377.jpg │ │ ├── COCO_train2014_000000003157.jpg │ │ ├── COCO_train2014_000000026132.jpg │ │ ├── COCO_train2014_000000026924.jpg │ │ ├── COCO_train2014_000000027622.jpg │ │ ├── COCO_train2014_000000049478.jpg │ │ ├── COCO_train2014_000000050562.jpg │ │ ├── COCO_train2014_000000066822.jpg │ │ ├── COCO_train2014_000000068502.jpg │ │ ├── COCO_train2014_000000070322.jpg │ │ ├── COCO_train2014_000000070659.jpg │ │ ├── COCO_train2014_000000083002.jpg │ │ ├── COCO_train2014_000000085589.jpg │ │ ├── COCO_train2014_000000090498.jpg │ │ ├── COCO_train2014_000000098956.jpg │ │ ├── COCO_train2014_000000100703.jpg │ │ ├── COCO_train2014_000000105708.jpg │ │ ├── COCO_train2014_000000106003.jpg │ │ ├── COCO_train2014_000000115218.jpg │ │ ├── COCO_train2014_000000116003.jpg │ │ ├── COCO_train2014_000000118104.jpg │ │ ├── COCO_train2014_000000123579.jpg │ │ ├── COCO_train2014_000000125586.jpg │ │ ├── COCO_train2014_000000126936.jpg │ │ ├── COCO_train2014_000000131099.jpg │ │ ├── COCO_train2014_000000143944.jpg │ │ ├── COCO_train2014_000000151669.jpg │ │ ├── COCO_train2014_000000157016.jpg │ │ ├── COCO_train2014_000000158107.jpg │ │ ├── COCO_train2014_000000180609.jpg │ │ ├── COCO_train2014_000000190617.jpg │ │ ├── COCO_train2014_000000192322.jpg │ │ ├── COCO_train2014_000000195233.jpg │ │ ├── COCO_train2014_000000205297.jpg │ │ ├── COCO_train2014_000000210258.jpg │ │ ├── COCO_train2014_000000213344.jpg │ │ ├── COCO_train2014_000000217672.jpg │ │ ├── COCO_train2014_000000218057.jpg │ │ ├── COCO_train2014_000000219385.jpg │ │ ├── COCO_train2014_000000223458.jpg │ │ ├── COCO_train2014_000000229347.jpg │ │ ├── COCO_train2014_000000230708.jpg │ │ ├── COCO_train2014_000000232143.jpg │ │ ├── COCO_train2014_000000238843.jpg │ │ ├── COCO_train2014_000000243361.jpg │ │ ├── COCO_train2014_000000243527.jpg │ │ ├── COCO_train2014_000000244528.jpg │ │ ├── COCO_train2014_000000246384.jpg │ │ ├── COCO_train2014_000000247338.jpg │ │ ├── COCO_train2014_000000266880.jpg │ │ ├── COCO_train2014_000000269561.jpg │ │ ├── COCO_train2014_000000271006.jpg │ │ ├── COCO_train2014_000000279672.jpg │ │ ├── COCO_train2014_000000287427.jpg │ │ ├── COCO_train2014_000000292620.jpg │ │ ├── COCO_train2014_000000293805.jpg │ │ ├── COCO_train2014_000000297266.jpg │ │ ├── COCO_train2014_000000300028.jpg │ │ ├── COCO_train2014_000000305287.jpg │ │ ├── COCO_train2014_000000305600.jpg │ │ ├── COCO_train2014_000000307999.jpg │ │ ├── COCO_train2014_000000308302.jpg │ │ ├── COCO_train2014_000000314852.jpg │ │ ├── COCO_train2014_000000316113.jpg │ │ ├── COCO_train2014_000000330391.jpg │ │ ├── COCO_train2014_000000348670.jpg │ │ ├── COCO_train2014_000000355550.jpg │ │ ├── COCO_train2014_000000365512.jpg │ │ ├── COCO_train2014_000000372229.jpg │ │ ├── COCO_train2014_000000378396.jpg │ │ ├── COCO_train2014_000000384475.jpg │ │ ├── COCO_train2014_000000385239.jpg │ │ ├── COCO_train2014_000000387976.jpg │ │ ├── COCO_train2014_000000421619.jpg │ │ ├── COCO_train2014_000000423637.jpg │ │ ├── COCO_train2014_000000444312.jpg │ │ ├── COCO_train2014_000000448461.jpg │ │ ├── COCO_train2014_000000461549.jpg │ │ ├── COCO_train2014_000000466191.jpg │ │ ├── COCO_train2014_000000476125.jpg │ │ ├── COCO_train2014_000000490434.jpg │ │ ├── COCO_train2014_000000503274.jpg │ │ ├── COCO_train2014_000000505655.jpg │ │ ├── COCO_train2014_000000506149.jpg │ │ ├── COCO_train2014_000000508870.jpg │ │ ├── COCO_train2014_000000510211.jpg │ │ ├── COCO_train2014_000000513371.jpg │ │ ├── COCO_train2014_000000517882.jpg │ │ ├── COCO_train2014_000000521048.jpg │ │ ├── COCO_train2014_000000521327.jpg │ │ ├── COCO_train2014_000000532457.jpg │ │ ├── COCO_train2014_000000535649.jpg │ │ ├── COCO_train2014_000000537337.jpg │ │ ├── COCO_train2014_000000542931.jpg │ │ ├── COCO_train2014_000000546147.jpg │ │ ├── COCO_train2014_000000547979.jpg │ │ ├── COCO_train2014_000000549236.jpg │ │ ├── COCO_train2014_000000551869.jpg │ │ ├── COCO_train2014_000000563597.jpg │ │ └── COCO_train2014_000000563771.jpg │ ├── lion.bin │ ├── obtain_and_optimize_mobilenetv2.py │ ├── save_mobilenet.py │ ├── src │ │ ├── config.xscope │ │ ├── lion.h │ │ ├── main.xc │ │ └── support.cpp │ └── test_mobilenetv2.py ├── app_no_flash │ ├── Makefile │ ├── README.rst │ ├── src │ │ ├── config.xscope │ │ ├── image.h │ │ ├── image2.h │ │ ├── main.cpp.1 │ │ ├── main.xc │ │ └── support.cpp │ └── vww_quant.tflite ├── app_no_flash_with_ioserver │ ├── Makefile │ ├── README.rst │ ├── build_model.py │ ├── human.jpg │ ├── nonhuman.jpg │ ├── run_model.py │ ├── src │ │ ├── config.xscope │ │ ├── main.cpp.1 │ │ ├── main.xc │ │ └── support.cpp │ └── vww_quant.tflite ├── app_profiling │ ├── Makefile │ ├── README.rst │ ├── src │ │ ├── config.xscope │ │ ├── image.h │ │ ├── image2.h │ │ ├── main.cpp.1 │ │ ├── main.xc │ │ └── support.cpp │ └── vww_quant.tflite ├── app_single_model_on_one_tile_and_DDR │ ├── .gitignore │ ├── CMakeLists.txt │ ├── README.rst │ ├── aitools.cmake │ ├── generate_optimized_cpp_for_xcore.py │ ├── mobilenetv2.tflite │ └── src │ │ ├── XCORE-AI-EXPLORER-800.xn │ │ ├── config.xscope │ │ ├── image.h │ │ ├── labels.h │ │ └── main.cpp ├── app_single_model_on_two_tiles │ ├── Makefile │ ├── generate_optimized_cpp_for_xcore.py │ ├── mobilenetv1_25.tflite │ └── src │ │ ├── config.xscope │ │ ├── image.h │ │ ├── main.xc │ │ ├── model_weights.h │ │ └── support.cpp ├── app_yolov8_classification │ ├── Makefile │ ├── README.rst │ ├── lion.bin │ ├── obtain_and_optimize_yolov8_cls.py │ ├── requirements.txt │ └── src │ │ ├── config.xscope │ │ ├── lion.h │ │ ├── main.xc │ │ └── support.cpp ├── audio_network │ ├── Makefile │ ├── denoise_16x8.tflite │ ├── model_audioi16.tflite │ └── src │ │ ├── apppll.h │ │ ├── compress_mel.py │ │ ├── config.xscope │ │ ├── core │ │ ├── xk-audio-316-mc.xn │ │ └── xua_conf.h │ │ ├── cs2100.h │ │ ├── data_path.c │ │ ├── dsp.c │ │ ├── dsp.h │ │ ├── dsp_usb.c │ │ ├── extensions │ │ ├── XUD_HAL.xc │ │ ├── audiohw.xc │ │ ├── audiostream.xc │ │ ├── button.c │ │ └── user_main.h │ │ ├── hypot.S │ │ ├── hypot.h │ │ ├── log.c │ │ ├── log.h │ │ ├── mel.c │ │ ├── mel.h │ │ ├── mel_parameters.h │ │ ├── model_audioi16.tflite.cpp │ │ ├── model_audioi16.tflite.h │ │ ├── raised_cosine.h │ │ └── support.cpp └── models │ ├── .gitignore │ ├── MNIST │ ├── generate_lenet5.py │ ├── generate_logistic_regression.py │ ├── generate_mlp.py │ ├── generate_simard.py │ ├── mnist_CNN_1-32-P-10 │ │ └── mnist_CNN_1-32-P-10.ipynb │ ├── mnist_common.py │ ├── mnist_logistic_regression │ │ └── mnist_logistic_regression.ipynb │ └── run_all.sh │ └── generate_arm_benchmark.py ├── integration_tests ├── compile_test.cpp ├── conftest.py ├── device_test │ ├── Makefile │ └── src │ │ ├── config.xscope │ │ ├── main.xc │ │ └── support.cpp ├── models │ ├── 16x8 │ │ ├── test_add │ │ │ ├── params.yaml │ │ │ ├── test_add_0.tflite │ │ │ └── test_add_46.tflite │ │ ├── test_concatenate │ │ │ ├── generate.py │ │ │ ├── params.yaml │ │ │ ├── test_concatenate_0.tflite │ │ │ ├── test_concatenate_1.tflite │ │ │ ├── test_concatenate_2.tflite │ │ │ ├── test_concatenate_3.tflite │ │ │ ├── test_concatenate_4.tflite │ │ │ ├── test_concatenate_5.tflite │ │ │ └── test_concatenate_6.tflite │ │ ├── test_conv2d │ │ │ ├── test_conv2d_0.tflite │ │ │ ├── test_conv2d_1.tflite │ │ │ └── test_conv2d_2.tflite │ │ ├── test_fully_connected │ │ │ └── test_fully_connected_0.tflite │ │ ├── test_mean │ │ │ ├── params.yaml │ │ │ ├── test_mean_0.tflite │ │ │ ├── test_mean_1.mlir │ │ │ ├── test_mean_1.tflite │ │ │ ├── test_mean_10.mlir │ │ │ ├── test_mean_10.tflite │ │ │ ├── test_mean_10_int16.mlir │ │ │ ├── test_mean_11.mlir │ │ │ ├── test_mean_11.tflite │ │ │ ├── test_mean_11_int16.mlir │ │ │ ├── test_mean_1_int16.mlir │ │ │ ├── test_mean_2.mlir │ │ │ ├── test_mean_2.tflite │ │ │ ├── test_mean_2_int16.mlir │ │ │ ├── test_mean_3.mlir │ │ │ ├── test_mean_3.tflite │ │ │ ├── test_mean_3_int16.mlir │ │ │ ├── test_mean_4.mlir │ │ │ ├── test_mean_4.tflite │ │ │ ├── test_mean_4_int16.mlir │ │ │ ├── test_mean_5.mlir │ │ │ ├── test_mean_5.tflite │ │ │ ├── test_mean_5_int16.mlir │ │ │ ├── test_mean_6.mlir │ │ │ ├── test_mean_6.tflite │ │ │ ├── test_mean_6_int16.mlir │ │ │ ├── test_mean_7.mlir │ │ │ ├── test_mean_7.tflite │ │ │ ├── test_mean_7_int16.mlir │ │ │ └── translate_mlir.py │ │ ├── test_mul │ │ │ ├── params.yaml │ │ │ ├── test_mul_41.tflite │ │ │ └── test_mul_6.tflite │ │ ├── test_sigmoid │ │ │ ├── params.yaml │ │ │ └── test_sigmoid_0.tflite │ │ ├── test_tanh │ │ │ ├── params.yaml │ │ │ ├── test_tanh_0.tflite │ │ │ └── test_tanh_1.tflite │ │ ├── test_transpose │ │ │ ├── test_transpose_0.mlir │ │ │ ├── test_transpose_0.tflite │ │ │ ├── test_transpose_1.mlir │ │ │ ├── test_transpose_1.tflite │ │ │ ├── test_transpose_2.mlir │ │ │ ├── test_transpose_2.tflite │ │ │ ├── test_transpose_3.mlir │ │ │ ├── test_transpose_3.tflite │ │ │ ├── test_transpose_4.mlir │ │ │ └── test_transpose_4.tflite │ │ └── test_transpose_conv │ │ │ ├── test_transpose_conv_0.tflite │ │ │ ├── test_transpose_conv_1.tflite │ │ │ ├── test_transpose_conv_2.tflite │ │ │ ├── test_transpose_conv_3.tflite │ │ │ ├── test_transpose_conv_4.tflite │ │ │ └── test_transpose_conv_5.tflite │ ├── 8x8 │ │ ├── test_add │ │ │ ├── test_add_0.tflite │ │ │ ├── test_add_1.tflite │ │ │ ├── test_add_10.tflite │ │ │ ├── test_add_11.tflite │ │ │ ├── test_add_12.tflite │ │ │ ├── test_add_13.tflite │ │ │ ├── test_add_14.tflite │ │ │ ├── test_add_15.tflite │ │ │ ├── test_add_16.tflite │ │ │ ├── test_add_17.tflite │ │ │ ├── test_add_18.tflite │ │ │ ├── test_add_19.tflite │ │ │ ├── test_add_2.tflite │ │ │ ├── test_add_3.tflite │ │ │ ├── test_add_4.tflite │ │ │ ├── test_add_41.tflite │ │ │ ├── test_add_42.tflite │ │ │ ├── test_add_43.tflite │ │ │ ├── test_add_44.tflite │ │ │ ├── test_add_45.tflite │ │ │ ├── test_add_46.tflite │ │ │ ├── test_add_47.tflite │ │ │ ├── test_add_5.tflite │ │ │ ├── test_add_6.tflite │ │ │ ├── test_add_7.tflite │ │ │ ├── test_add_8.tflite │ │ │ ├── test_add_9.tflite │ │ │ └── test_add_dual_output.tflite │ │ ├── test_avgpool2d │ │ │ ├── params.yaml │ │ │ ├── test_avgpool2d_0.tflite │ │ │ ├── test_avgpool2d_1.tflite │ │ │ ├── test_avgpool2d_10.tflite │ │ │ ├── test_avgpool2d_11.tflite │ │ │ ├── test_avgpool2d_12.tflite │ │ │ ├── test_avgpool2d_13.tflite │ │ │ ├── test_avgpool2d_14.tflite │ │ │ ├── test_avgpool2d_15.tflite │ │ │ ├── test_avgpool2d_16.tflite │ │ │ ├── test_avgpool2d_17.tflite │ │ │ ├── test_avgpool2d_18.tflite │ │ │ ├── test_avgpool2d_19.tflite │ │ │ ├── test_avgpool2d_2.tflite │ │ │ ├── test_avgpool2d_20.tflite │ │ │ ├── test_avgpool2d_21.tflite │ │ │ ├── test_avgpool2d_22.tflite │ │ │ ├── test_avgpool2d_23.tflite │ │ │ ├── test_avgpool2d_24.tflite │ │ │ ├── test_avgpool2d_25.tflite │ │ │ ├── test_avgpool2d_26.tflite │ │ │ ├── test_avgpool2d_27.tflite │ │ │ ├── test_avgpool2d_28.tflite │ │ │ ├── test_avgpool2d_29.tflite │ │ │ ├── test_avgpool2d_3.tflite │ │ │ ├── test_avgpool2d_30.tflite │ │ │ ├── test_avgpool2d_31.tflite │ │ │ ├── test_avgpool2d_32.tflite │ │ │ ├── test_avgpool2d_33.tflite │ │ │ ├── test_avgpool2d_34.tflite │ │ │ ├── test_avgpool2d_35.tflite │ │ │ ├── test_avgpool2d_36.tflite │ │ │ ├── test_avgpool2d_37.tflite │ │ │ ├── test_avgpool2d_38.tflite │ │ │ ├── test_avgpool2d_39.tflite │ │ │ ├── test_avgpool2d_4.tflite │ │ │ ├── test_avgpool2d_5.tflite │ │ │ ├── test_avgpool2d_6.tflite │ │ │ ├── test_avgpool2d_7.tflite │ │ │ ├── test_avgpool2d_8.tflite │ │ │ ├── test_avgpool2d_9.tflite │ │ │ └── test_avgpool2d_dual_output.tflite │ │ ├── test_broadcast │ │ │ ├── generate.py │ │ │ ├── params.yaml │ │ │ ├── test_broadcast_0.mlir │ │ │ ├── test_broadcast_0.tflite │ │ │ ├── test_broadcast_1.mlir │ │ │ ├── test_broadcast_1.tflite │ │ │ ├── test_broadcast_2.mlir │ │ │ ├── test_broadcast_2.tflite │ │ │ ├── test_broadcast_3.mlir │ │ │ ├── test_broadcast_3.tflite │ │ │ ├── test_broadcast_4.mlir │ │ │ ├── test_broadcast_4.tflite │ │ │ ├── test_broadcast_5.mlir │ │ │ ├── test_broadcast_5.tflite │ │ │ ├── test_broadcast_6.mlir │ │ │ ├── test_broadcast_6.tflite │ │ │ ├── test_broadcast_7.mlir │ │ │ └── test_broadcast_7.tflite │ │ ├── test_concatenate │ │ │ ├── generate.py │ │ │ ├── params.yaml │ │ │ ├── test_concatenate_0.tflite │ │ │ ├── test_concatenate_1.tflite │ │ │ ├── test_concatenate_10.tflite │ │ │ ├── test_concatenate_11.tflite │ │ │ ├── test_concatenate_2.tflite │ │ │ ├── test_concatenate_3.tflite │ │ │ ├── test_concatenate_4.tflite │ │ │ ├── test_concatenate_5.tflite │ │ │ ├── test_concatenate_6.tflite │ │ │ ├── test_concatenate_7.tflite │ │ │ ├── test_concatenate_8.tflite │ │ │ └── test_concatenate_9.tflite │ │ ├── test_conv2d │ │ │ ├── test_conv2d_0.tflite │ │ │ ├── test_conv2d_1.tflite │ │ │ ├── test_conv2d_10.tflite │ │ │ ├── test_conv2d_11.tflite │ │ │ ├── test_conv2d_12.tflite │ │ │ ├── test_conv2d_13.tflite │ │ │ ├── test_conv2d_14.tflite │ │ │ ├── test_conv2d_15.tflite │ │ │ ├── test_conv2d_16.tflite │ │ │ ├── test_conv2d_17.tflite │ │ │ ├── test_conv2d_18.tflite │ │ │ ├── test_conv2d_19.tflite │ │ │ ├── test_conv2d_2.tflite │ │ │ ├── test_conv2d_20.tflite │ │ │ ├── test_conv2d_21.tflite │ │ │ ├── test_conv2d_22.tflite │ │ │ ├── test_conv2d_23.tflite │ │ │ ├── test_conv2d_24.tflite │ │ │ ├── test_conv2d_25.tflite │ │ │ ├── test_conv2d_26.tflite │ │ │ ├── test_conv2d_27.tflite │ │ │ ├── test_conv2d_28.tflite │ │ │ ├── test_conv2d_29.tflite │ │ │ ├── test_conv2d_3.tflite │ │ │ ├── test_conv2d_30.tflite │ │ │ ├── test_conv2d_31.tflite │ │ │ ├── test_conv2d_32.tflite │ │ │ ├── test_conv2d_33.tflite │ │ │ ├── test_conv2d_34.tflite │ │ │ ├── test_conv2d_35.tflite │ │ │ ├── test_conv2d_36.tflite │ │ │ ├── test_conv2d_37.tflite │ │ │ ├── test_conv2d_38.tflite │ │ │ ├── test_conv2d_39.tflite │ │ │ ├── test_conv2d_4.tflite │ │ │ ├── test_conv2d_40.tflite │ │ │ ├── test_conv2d_5.tflite │ │ │ ├── test_conv2d_6.tflite │ │ │ ├── test_conv2d_7.tflite │ │ │ ├── test_conv2d_8.tflite │ │ │ ├── test_conv2d_9.tflite │ │ │ └── test_conv2d_dual_output.tflite │ │ ├── test_conv2d_1x1 │ │ │ ├── test_conv2d_1x1_0.tflite │ │ │ ├── test_conv2d_1x1_1.tflite │ │ │ ├── test_conv2d_1x1_10.tflite │ │ │ ├── test_conv2d_1x1_11.tflite │ │ │ ├── test_conv2d_1x1_12.tflite │ │ │ ├── test_conv2d_1x1_13.tflite │ │ │ ├── test_conv2d_1x1_14.tflite │ │ │ ├── test_conv2d_1x1_15.tflite │ │ │ ├── test_conv2d_1x1_16.tflite │ │ │ ├── test_conv2d_1x1_17.tflite │ │ │ ├── test_conv2d_1x1_18.tflite │ │ │ ├── test_conv2d_1x1_19.tflite │ │ │ ├── test_conv2d_1x1_2.tflite │ │ │ ├── test_conv2d_1x1_20.tflite │ │ │ ├── test_conv2d_1x1_21.tflite │ │ │ ├── test_conv2d_1x1_22.tflite │ │ │ ├── test_conv2d_1x1_23.tflite │ │ │ ├── test_conv2d_1x1_24.tflite │ │ │ ├── test_conv2d_1x1_25.tflite │ │ │ ├── test_conv2d_1x1_26.tflite │ │ │ ├── test_conv2d_1x1_27.tflite │ │ │ ├── test_conv2d_1x1_28.tflite │ │ │ ├── test_conv2d_1x1_29.tflite │ │ │ ├── test_conv2d_1x1_3.tflite │ │ │ ├── test_conv2d_1x1_30.tflite │ │ │ ├── test_conv2d_1x1_31.tflite │ │ │ ├── test_conv2d_1x1_32.tflite │ │ │ ├── test_conv2d_1x1_33.tflite │ │ │ ├── test_conv2d_1x1_34.tflite │ │ │ ├── test_conv2d_1x1_35.tflite │ │ │ ├── test_conv2d_1x1_36.tflite │ │ │ ├── test_conv2d_1x1_37.tflite │ │ │ ├── test_conv2d_1x1_38.tflite │ │ │ ├── test_conv2d_1x1_39.tflite │ │ │ ├── test_conv2d_1x1_4.tflite │ │ │ ├── test_conv2d_1x1_5.tflite │ │ │ ├── test_conv2d_1x1_6.tflite │ │ │ ├── test_conv2d_1x1_7.tflite │ │ │ ├── test_conv2d_1x1_8.tflite │ │ │ └── test_conv2d_1x1_9.tflite │ │ ├── test_conv2d_shallowin │ │ │ ├── test_conv2d_shallowin_0.tflite │ │ │ ├── test_conv2d_shallowin_1.tflite │ │ │ ├── test_conv2d_shallowin_10.tflite │ │ │ ├── test_conv2d_shallowin_11.tflite │ │ │ ├── test_conv2d_shallowin_12.tflite │ │ │ ├── test_conv2d_shallowin_13.tflite │ │ │ ├── test_conv2d_shallowin_14.tflite │ │ │ ├── test_conv2d_shallowin_15.tflite │ │ │ ├── test_conv2d_shallowin_16.tflite │ │ │ ├── test_conv2d_shallowin_17.tflite │ │ │ ├── test_conv2d_shallowin_18.tflite │ │ │ ├── test_conv2d_shallowin_19.tflite │ │ │ ├── test_conv2d_shallowin_2.tflite │ │ │ ├── test_conv2d_shallowin_20.tflite │ │ │ ├── test_conv2d_shallowin_21.tflite │ │ │ ├── test_conv2d_shallowin_22.tflite │ │ │ ├── test_conv2d_shallowin_23.tflite │ │ │ ├── test_conv2d_shallowin_24.tflite │ │ │ ├── test_conv2d_shallowin_25.tflite │ │ │ ├── test_conv2d_shallowin_26.tflite │ │ │ ├── test_conv2d_shallowin_27.tflite │ │ │ ├── test_conv2d_shallowin_28.tflite │ │ │ ├── test_conv2d_shallowin_29.tflite │ │ │ ├── test_conv2d_shallowin_3.tflite │ │ │ ├── test_conv2d_shallowin_30.tflite │ │ │ ├── test_conv2d_shallowin_31.tflite │ │ │ ├── test_conv2d_shallowin_32.tflite │ │ │ ├── test_conv2d_shallowin_33.tflite │ │ │ ├── test_conv2d_shallowin_34.tflite │ │ │ ├── test_conv2d_shallowin_35.tflite │ │ │ ├── test_conv2d_shallowin_36.tflite │ │ │ ├── test_conv2d_shallowin_37.tflite │ │ │ ├── test_conv2d_shallowin_38.tflite │ │ │ ├── test_conv2d_shallowin_39.tflite │ │ │ ├── test_conv2d_shallowin_4.tflite │ │ │ ├── test_conv2d_shallowin_5.tflite │ │ │ ├── test_conv2d_shallowin_6.tflite │ │ │ ├── test_conv2d_shallowin_7.tflite │ │ │ ├── test_conv2d_shallowin_8.tflite │ │ │ └── test_conv2d_shallowin_9.tflite │ │ ├── test_custom_relu_conv2d │ │ │ ├── test_custom_relu_conv2d_0.tflite │ │ │ ├── test_custom_relu_conv2d_1.tflite │ │ │ ├── test_custom_relu_conv2d_10.tflite │ │ │ ├── test_custom_relu_conv2d_11.tflite │ │ │ ├── test_custom_relu_conv2d_12.tflite │ │ │ ├── test_custom_relu_conv2d_13.tflite │ │ │ ├── test_custom_relu_conv2d_14.tflite │ │ │ ├── test_custom_relu_conv2d_15.tflite │ │ │ ├── test_custom_relu_conv2d_16.tflite │ │ │ ├── test_custom_relu_conv2d_17.tflite │ │ │ ├── test_custom_relu_conv2d_18.tflite │ │ │ ├── test_custom_relu_conv2d_19.tflite │ │ │ ├── test_custom_relu_conv2d_2.tflite │ │ │ ├── test_custom_relu_conv2d_3.tflite │ │ │ ├── test_custom_relu_conv2d_4.tflite │ │ │ ├── test_custom_relu_conv2d_5.tflite │ │ │ ├── test_custom_relu_conv2d_6.tflite │ │ │ ├── test_custom_relu_conv2d_7.tflite │ │ │ ├── test_custom_relu_conv2d_8.tflite │ │ │ └── test_custom_relu_conv2d_9.tflite │ │ ├── test_depthwise_conv2d │ │ │ ├── test_depthwise_conv2d_0.tflite │ │ │ ├── test_depthwise_conv2d_1.tflite │ │ │ ├── test_depthwise_conv2d_10.tflite │ │ │ ├── test_depthwise_conv2d_11.tflite │ │ │ ├── test_depthwise_conv2d_12.tflite │ │ │ ├── test_depthwise_conv2d_13.tflite │ │ │ ├── test_depthwise_conv2d_14.tflite │ │ │ ├── test_depthwise_conv2d_15.tflite │ │ │ ├── test_depthwise_conv2d_16.tflite │ │ │ ├── test_depthwise_conv2d_17.tflite │ │ │ ├── test_depthwise_conv2d_18.tflite │ │ │ ├── test_depthwise_conv2d_19.tflite │ │ │ ├── test_depthwise_conv2d_2.tflite │ │ │ ├── test_depthwise_conv2d_20.tflite │ │ │ ├── test_depthwise_conv2d_21.tflite │ │ │ ├── test_depthwise_conv2d_22.tflite │ │ │ ├── test_depthwise_conv2d_23.tflite │ │ │ ├── test_depthwise_conv2d_24.tflite │ │ │ ├── test_depthwise_conv2d_25.tflite │ │ │ ├── test_depthwise_conv2d_26.tflite │ │ │ ├── test_depthwise_conv2d_27.tflite │ │ │ ├── test_depthwise_conv2d_28.tflite │ │ │ ├── test_depthwise_conv2d_29.tflite │ │ │ ├── test_depthwise_conv2d_3.tflite │ │ │ ├── test_depthwise_conv2d_30.tflite │ │ │ ├── test_depthwise_conv2d_31.tflite │ │ │ ├── test_depthwise_conv2d_32.tflite │ │ │ ├── test_depthwise_conv2d_33.tflite │ │ │ ├── test_depthwise_conv2d_34.tflite │ │ │ ├── test_depthwise_conv2d_35.tflite │ │ │ ├── test_depthwise_conv2d_36.tflite │ │ │ ├── test_depthwise_conv2d_37.tflite │ │ │ ├── test_depthwise_conv2d_38.tflite │ │ │ ├── test_depthwise_conv2d_39.tflite │ │ │ ├── test_depthwise_conv2d_4.tflite │ │ │ ├── test_depthwise_conv2d_5.tflite │ │ │ ├── test_depthwise_conv2d_6.tflite │ │ │ ├── test_depthwise_conv2d_7.tflite │ │ │ ├── test_depthwise_conv2d_8.tflite │ │ │ └── test_depthwise_conv2d_9.tflite │ │ ├── test_detection_postprocess │ │ │ ├── in1.npy │ │ │ ├── in2.npy │ │ │ ├── special.tflite.xc │ │ │ └── test_dtp_tfl.tflite │ │ ├── test_fully_connected │ │ │ ├── test_fully_connected_0.tflite │ │ │ ├── test_fully_connected_1.tflite │ │ │ ├── test_fully_connected_10.tflite │ │ │ ├── test_fully_connected_11.tflite │ │ │ ├── test_fully_connected_12.tflite │ │ │ ├── test_fully_connected_13.tflite │ │ │ ├── test_fully_connected_14.tflite │ │ │ ├── test_fully_connected_15.tflite │ │ │ ├── test_fully_connected_16.tflite │ │ │ ├── test_fully_connected_17.tflite │ │ │ ├── test_fully_connected_18.tflite │ │ │ ├── test_fully_connected_19.tflite │ │ │ ├── test_fully_connected_2.tflite │ │ │ ├── test_fully_connected_20.tflite │ │ │ ├── test_fully_connected_21.tflite │ │ │ ├── test_fully_connected_22.tflite │ │ │ ├── test_fully_connected_23.tflite │ │ │ ├── test_fully_connected_24.tflite │ │ │ ├── test_fully_connected_26.tflite │ │ │ ├── test_fully_connected_27.tflite │ │ │ ├── test_fully_connected_28.tflite │ │ │ ├── test_fully_connected_29.tflite │ │ │ ├── test_fully_connected_3.tflite │ │ │ ├── test_fully_connected_30.tflite │ │ │ ├── test_fully_connected_31.tflite │ │ │ ├── test_fully_connected_32.tflite │ │ │ ├── test_fully_connected_33.tflite │ │ │ ├── test_fully_connected_34.tflite │ │ │ ├── test_fully_connected_35.tflite │ │ │ ├── test_fully_connected_36.tflite │ │ │ ├── test_fully_connected_37.tflite │ │ │ ├── test_fully_connected_38.tflite │ │ │ ├── test_fully_connected_39.tflite │ │ │ ├── test_fully_connected_4.tflite │ │ │ ├── test_fully_connected_5.tflite │ │ │ ├── test_fully_connected_6.tflite │ │ │ ├── test_fully_connected_7.tflite │ │ │ ├── test_fully_connected_8.tflite │ │ │ ├── test_fully_connected_9.tflite │ │ │ └── test_fully_connected_three_inputs.tflite │ │ ├── test_global_avgpool2d │ │ │ ├── params.yaml │ │ │ ├── test_global_avgpool2d_0.tflite │ │ │ ├── test_global_avgpool2d_1.tflite │ │ │ ├── test_global_avgpool2d_10.tflite │ │ │ ├── test_global_avgpool2d_11.tflite │ │ │ ├── test_global_avgpool2d_12.tflite │ │ │ ├── test_global_avgpool2d_13.tflite │ │ │ ├── test_global_avgpool2d_14.tflite │ │ │ ├── test_global_avgpool2d_15.tflite │ │ │ ├── test_global_avgpool2d_16.tflite │ │ │ ├── test_global_avgpool2d_17.tflite │ │ │ ├── test_global_avgpool2d_18.tflite │ │ │ ├── test_global_avgpool2d_19.tflite │ │ │ ├── test_global_avgpool2d_2.tflite │ │ │ ├── test_global_avgpool2d_20.tflite │ │ │ ├── test_global_avgpool2d_21.tflite │ │ │ ├── test_global_avgpool2d_22.tflite │ │ │ ├── test_global_avgpool2d_23.tflite │ │ │ ├── test_global_avgpool2d_24.tflite │ │ │ ├── test_global_avgpool2d_25.tflite │ │ │ ├── test_global_avgpool2d_26.tflite │ │ │ ├── test_global_avgpool2d_27.tflite │ │ │ ├── test_global_avgpool2d_28.tflite │ │ │ ├── test_global_avgpool2d_29.tflite │ │ │ ├── test_global_avgpool2d_3.tflite │ │ │ ├── test_global_avgpool2d_30.tflite │ │ │ ├── test_global_avgpool2d_31.tflite │ │ │ ├── test_global_avgpool2d_32.tflite │ │ │ ├── test_global_avgpool2d_33.tflite │ │ │ ├── test_global_avgpool2d_34.tflite │ │ │ ├── test_global_avgpool2d_35.tflite │ │ │ ├── test_global_avgpool2d_36.tflite │ │ │ ├── test_global_avgpool2d_37.tflite │ │ │ ├── test_global_avgpool2d_38.tflite │ │ │ ├── test_global_avgpool2d_39.tflite │ │ │ ├── test_global_avgpool2d_4.tflite │ │ │ ├── test_global_avgpool2d_5.tflite │ │ │ ├── test_global_avgpool2d_6.tflite │ │ │ ├── test_global_avgpool2d_7.tflite │ │ │ ├── test_global_avgpool2d_8.tflite │ │ │ └── test_global_avgpool2d_9.tflite │ │ ├── test_leaky_relu │ │ │ └── test_leaky_relu_0.tflite │ │ ├── test_lstm │ │ │ ├── generate.py │ │ │ ├── params.yaml │ │ │ ├── test_lstm_1.tflite │ │ │ ├── test_lstm_2.tflite │ │ │ └── test_lstm_3.tflite │ │ ├── test_maxpool2d │ │ │ ├── test_maxpool2d_0.tflite │ │ │ ├── test_maxpool2d_1.tflite │ │ │ ├── test_maxpool2d_10.tflite │ │ │ ├── test_maxpool2d_11.tflite │ │ │ ├── test_maxpool2d_12.tflite │ │ │ ├── test_maxpool2d_13.tflite │ │ │ ├── test_maxpool2d_14.tflite │ │ │ ├── test_maxpool2d_15.tflite │ │ │ ├── test_maxpool2d_16.tflite │ │ │ ├── test_maxpool2d_17.tflite │ │ │ ├── test_maxpool2d_18.tflite │ │ │ ├── test_maxpool2d_19.tflite │ │ │ ├── test_maxpool2d_2.tflite │ │ │ ├── test_maxpool2d_20.tflite │ │ │ ├── test_maxpool2d_21.tflite │ │ │ ├── test_maxpool2d_22.tflite │ │ │ ├── test_maxpool2d_23.tflite │ │ │ ├── test_maxpool2d_24.tflite │ │ │ ├── test_maxpool2d_25.tflite │ │ │ ├── test_maxpool2d_26.tflite │ │ │ ├── test_maxpool2d_27.tflite │ │ │ ├── test_maxpool2d_28.tflite │ │ │ ├── test_maxpool2d_29.tflite │ │ │ ├── test_maxpool2d_3.tflite │ │ │ ├── test_maxpool2d_30.tflite │ │ │ ├── test_maxpool2d_31.tflite │ │ │ ├── test_maxpool2d_32.tflite │ │ │ ├── test_maxpool2d_33.tflite │ │ │ ├── test_maxpool2d_34.tflite │ │ │ ├── test_maxpool2d_35.tflite │ │ │ ├── test_maxpool2d_36.tflite │ │ │ ├── test_maxpool2d_37.tflite │ │ │ ├── test_maxpool2d_38.tflite │ │ │ ├── test_maxpool2d_39.tflite │ │ │ ├── test_maxpool2d_4.tflite │ │ │ ├── test_maxpool2d_5.tflite │ │ │ ├── test_maxpool2d_6.tflite │ │ │ ├── test_maxpool2d_7.tflite │ │ │ ├── test_maxpool2d_8.tflite │ │ │ └── test_maxpool2d_9.tflite │ │ ├── test_mean │ │ │ ├── generate.py │ │ │ ├── params.yaml │ │ │ ├── test_mean_0.tflite │ │ │ ├── test_mean_1.mlir │ │ │ ├── test_mean_1.tflite │ │ │ ├── test_mean_10.mlir │ │ │ ├── test_mean_10.tflite │ │ │ ├── test_mean_11.mlir │ │ │ ├── test_mean_11.tflite │ │ │ ├── test_mean_2.mlir │ │ │ ├── test_mean_2.tflite │ │ │ ├── test_mean_3.mlir │ │ │ ├── test_mean_3.tflite │ │ │ ├── test_mean_4.mlir │ │ │ ├── test_mean_4.tflite │ │ │ ├── test_mean_5.mlir │ │ │ ├── test_mean_5.tflite │ │ │ ├── test_mean_6.mlir │ │ │ ├── test_mean_6.tflite │ │ │ ├── test_mean_7.mlir │ │ │ └── test_mean_7.tflite │ │ ├── test_mul │ │ │ ├── test_mul_1.tflite │ │ │ ├── test_mul_2.tflite │ │ │ ├── test_mul_3.tflite │ │ │ ├── test_mul_4.tflite │ │ │ ├── test_mul_41.tflite │ │ │ ├── test_mul_42.tflite │ │ │ ├── test_mul_43.tflite │ │ │ ├── test_mul_44.tflite │ │ │ ├── test_mul_45.tflite │ │ │ ├── test_mul_46.tflite │ │ │ ├── test_mul_5.tflite │ │ │ ├── test_mul_6.tflite │ │ │ └── test_mul_7.tflite │ │ ├── test_pad │ │ │ ├── generate.py │ │ │ ├── params.yaml │ │ │ ├── test_pad_0.tflite │ │ │ ├── test_pad_1.tflite │ │ │ ├── test_pad_10.tflite │ │ │ ├── test_pad_11.tflite │ │ │ ├── test_pad_12.tflite │ │ │ ├── test_pad_13.tflite │ │ │ ├── test_pad_14.tflite │ │ │ ├── test_pad_15.tflite │ │ │ ├── test_pad_16.tflite │ │ │ ├── test_pad_17.tflite │ │ │ ├── test_pad_18.tflite │ │ │ ├── test_pad_19.tflite │ │ │ ├── test_pad_2.tflite │ │ │ ├── test_pad_26.tflite │ │ │ ├── test_pad_27.tflite │ │ │ ├── test_pad_28.tflite │ │ │ ├── test_pad_3.tflite │ │ │ ├── test_pad_30.tflite │ │ │ ├── test_pad_4.tflite │ │ │ ├── test_pad_5.tflite │ │ │ ├── test_pad_6.tflite │ │ │ ├── test_pad_7.tflite │ │ │ ├── test_pad_8.tflite │ │ │ └── test_pad_9.tflite │ │ ├── test_pad_overlap │ │ │ ├── test_pad_overlap_0.tflite │ │ │ ├── test_pad_overlap_1.tflite │ │ │ ├── test_pad_overlap_2.tflite │ │ │ └── test_pad_overlap_3.tflite │ │ ├── test_padded_conv2d │ │ │ ├── test_padded_conv2d_0.tflite │ │ │ ├── test_padded_conv2d_1.tflite │ │ │ ├── test_padded_conv2d_10.tflite │ │ │ ├── test_padded_conv2d_11.tflite │ │ │ ├── test_padded_conv2d_12.tflite │ │ │ ├── test_padded_conv2d_13.tflite │ │ │ ├── test_padded_conv2d_14.tflite │ │ │ ├── test_padded_conv2d_15.tflite │ │ │ ├── test_padded_conv2d_16.tflite │ │ │ ├── test_padded_conv2d_17.tflite │ │ │ ├── test_padded_conv2d_18.tflite │ │ │ ├── test_padded_conv2d_19.tflite │ │ │ ├── test_padded_conv2d_2.tflite │ │ │ ├── test_padded_conv2d_3.tflite │ │ │ ├── test_padded_conv2d_4.tflite │ │ │ ├── test_padded_conv2d_5.tflite │ │ │ ├── test_padded_conv2d_6.tflite │ │ │ ├── test_padded_conv2d_7.tflite │ │ │ ├── test_padded_conv2d_8.tflite │ │ │ └── test_padded_conv2d_9.tflite │ │ ├── test_padded_conv2d_shallowin │ │ │ ├── test_padded_conv2d_shallowin_0.tflite │ │ │ ├── test_padded_conv2d_shallowin_1.tflite │ │ │ ├── test_padded_conv2d_shallowin_10.tflite │ │ │ ├── test_padded_conv2d_shallowin_11.tflite │ │ │ ├── test_padded_conv2d_shallowin_12.tflite │ │ │ ├── test_padded_conv2d_shallowin_13.tflite │ │ │ ├── test_padded_conv2d_shallowin_14.tflite │ │ │ ├── test_padded_conv2d_shallowin_15.tflite │ │ │ ├── test_padded_conv2d_shallowin_16.tflite │ │ │ ├── test_padded_conv2d_shallowin_17.tflite │ │ │ ├── test_padded_conv2d_shallowin_18.tflite │ │ │ ├── test_padded_conv2d_shallowin_19.tflite │ │ │ ├── test_padded_conv2d_shallowin_2.tflite │ │ │ ├── test_padded_conv2d_shallowin_3.tflite │ │ │ ├── test_padded_conv2d_shallowin_4.tflite │ │ │ ├── test_padded_conv2d_shallowin_5.tflite │ │ │ ├── test_padded_conv2d_shallowin_6.tflite │ │ │ ├── test_padded_conv2d_shallowin_7.tflite │ │ │ ├── test_padded_conv2d_shallowin_8.tflite │ │ │ └── test_padded_conv2d_shallowin_9.tflite │ │ ├── test_padded_depthwise_conv2d │ │ │ ├── test_padded_depthwise_conv2d_0.tflite │ │ │ ├── test_padded_depthwise_conv2d_1.tflite │ │ │ ├── test_padded_depthwise_conv2d_10.tflite │ │ │ ├── test_padded_depthwise_conv2d_11.tflite │ │ │ ├── test_padded_depthwise_conv2d_12.tflite │ │ │ ├── test_padded_depthwise_conv2d_13.tflite │ │ │ ├── test_padded_depthwise_conv2d_14.tflite │ │ │ ├── test_padded_depthwise_conv2d_15.tflite │ │ │ ├── test_padded_depthwise_conv2d_16.tflite │ │ │ ├── test_padded_depthwise_conv2d_17.tflite │ │ │ ├── test_padded_depthwise_conv2d_18.tflite │ │ │ ├── test_padded_depthwise_conv2d_19.tflite │ │ │ ├── test_padded_depthwise_conv2d_2.tflite │ │ │ ├── test_padded_depthwise_conv2d_3.tflite │ │ │ ├── test_padded_depthwise_conv2d_4.tflite │ │ │ ├── test_padded_depthwise_conv2d_5.tflite │ │ │ ├── test_padded_depthwise_conv2d_6.tflite │ │ │ ├── test_padded_depthwise_conv2d_7.tflite │ │ │ ├── test_padded_depthwise_conv2d_8.tflite │ │ │ └── test_padded_depthwise_conv2d_9.tflite │ │ ├── test_prelu │ │ │ └── test_prelu_0.tflite │ │ ├── test_relu │ │ │ ├── test_relu_0.tflite │ │ │ ├── test_relu_1.tflite │ │ │ ├── test_relu_10.tflite │ │ │ ├── test_relu_11.tflite │ │ │ ├── test_relu_12.tflite │ │ │ ├── test_relu_13.tflite │ │ │ ├── test_relu_14.tflite │ │ │ ├── test_relu_15.tflite │ │ │ ├── test_relu_16.tflite │ │ │ ├── test_relu_17.tflite │ │ │ ├── test_relu_18.tflite │ │ │ ├── test_relu_19.tflite │ │ │ ├── test_relu_2.tflite │ │ │ ├── test_relu_20.tflite │ │ │ ├── test_relu_21.tflite │ │ │ ├── test_relu_22.tflite │ │ │ ├── test_relu_23.tflite │ │ │ ├── test_relu_24.tflite │ │ │ ├── test_relu_25.tflite │ │ │ ├── test_relu_26.tflite │ │ │ ├── test_relu_27.tflite │ │ │ ├── test_relu_28.tflite │ │ │ ├── test_relu_29.tflite │ │ │ ├── test_relu_3.tflite │ │ │ ├── test_relu_30.tflite │ │ │ ├── test_relu_31.tflite │ │ │ ├── test_relu_32.tflite │ │ │ ├── test_relu_33.tflite │ │ │ ├── test_relu_34.tflite │ │ │ ├── test_relu_35.tflite │ │ │ ├── test_relu_36.tflite │ │ │ ├── test_relu_37.tflite │ │ │ ├── test_relu_38.tflite │ │ │ ├── test_relu_39.tflite │ │ │ ├── test_relu_4.tflite │ │ │ ├── test_relu_5.tflite │ │ │ ├── test_relu_6.tflite │ │ │ ├── test_relu_7.tflite │ │ │ ├── test_relu_8.tflite │ │ │ └── test_relu_9.tflite │ │ ├── test_sigmoid │ │ │ ├── test_sigmoid_0.tflite │ │ │ ├── test_sigmoid_1.tflite │ │ │ ├── test_sigmoid_10.tflite │ │ │ ├── test_sigmoid_11.tflite │ │ │ ├── test_sigmoid_12.tflite │ │ │ ├── test_sigmoid_13.tflite │ │ │ ├── test_sigmoid_14.tflite │ │ │ ├── test_sigmoid_15.tflite │ │ │ ├── test_sigmoid_16.tflite │ │ │ ├── test_sigmoid_17.tflite │ │ │ ├── test_sigmoid_18.tflite │ │ │ ├── test_sigmoid_19.tflite │ │ │ ├── test_sigmoid_2.tflite │ │ │ ├── test_sigmoid_20.tflite │ │ │ ├── test_sigmoid_21.tflite │ │ │ ├── test_sigmoid_22.tflite │ │ │ ├── test_sigmoid_23.tflite │ │ │ ├── test_sigmoid_24.tflite │ │ │ ├── test_sigmoid_25.tflite │ │ │ ├── test_sigmoid_26.tflite │ │ │ ├── test_sigmoid_27.tflite │ │ │ ├── test_sigmoid_28.tflite │ │ │ ├── test_sigmoid_29.tflite │ │ │ ├── test_sigmoid_3.tflite │ │ │ ├── test_sigmoid_30.tflite │ │ │ ├── test_sigmoid_31.tflite │ │ │ ├── test_sigmoid_32.tflite │ │ │ ├── test_sigmoid_33.tflite │ │ │ ├── test_sigmoid_34.tflite │ │ │ ├── test_sigmoid_35.tflite │ │ │ ├── test_sigmoid_36.tflite │ │ │ ├── test_sigmoid_37.tflite │ │ │ ├── test_sigmoid_38.tflite │ │ │ ├── test_sigmoid_39.tflite │ │ │ ├── test_sigmoid_4.tflite │ │ │ ├── test_sigmoid_40.tflite │ │ │ ├── test_sigmoid_41.tflite │ │ │ ├── test_sigmoid_5.tflite │ │ │ ├── test_sigmoid_6.tflite │ │ │ ├── test_sigmoid_7.tflite │ │ │ ├── test_sigmoid_8.tflite │ │ │ └── test_sigmoid_9.tflite │ │ ├── test_single_pixel_conv2d │ │ │ ├── test_single_pixel_conv2d_0.tflite │ │ │ ├── test_single_pixel_conv2d_1.tflite │ │ │ ├── test_single_pixel_conv2d_10.tflite │ │ │ ├── test_single_pixel_conv2d_11.tflite │ │ │ ├── test_single_pixel_conv2d_12.tflite │ │ │ ├── test_single_pixel_conv2d_13.tflite │ │ │ ├── test_single_pixel_conv2d_14.tflite │ │ │ ├── test_single_pixel_conv2d_15.tflite │ │ │ ├── test_single_pixel_conv2d_16.tflite │ │ │ ├── test_single_pixel_conv2d_17.tflite │ │ │ ├── test_single_pixel_conv2d_18.tflite │ │ │ ├── test_single_pixel_conv2d_19.tflite │ │ │ ├── test_single_pixel_conv2d_2.tflite │ │ │ ├── test_single_pixel_conv2d_3.tflite │ │ │ ├── test_single_pixel_conv2d_4.tflite │ │ │ ├── test_single_pixel_conv2d_5.tflite │ │ │ ├── test_single_pixel_conv2d_6.tflite │ │ │ ├── test_single_pixel_conv2d_7.tflite │ │ │ ├── test_single_pixel_conv2d_8.tflite │ │ │ └── test_single_pixel_conv2d_9.tflite │ │ ├── test_slice │ │ │ ├── generate.py │ │ │ ├── params.yaml │ │ │ ├── test_slice_0.tflite │ │ │ ├── test_slice_1.tflite │ │ │ ├── test_slice_10.tflite │ │ │ ├── test_slice_11.tflite │ │ │ ├── test_slice_12.tflite │ │ │ ├── test_slice_2.tflite │ │ │ ├── test_slice_3.tflite │ │ │ ├── test_slice_4.tflite │ │ │ ├── test_slice_5.tflite │ │ │ ├── test_slice_6.tflite │ │ │ ├── test_slice_7.tflite │ │ │ ├── test_slice_8.tflite │ │ │ ├── test_slice_9.tflite │ │ │ └── test_slice_no_op.tflite │ │ ├── test_softmax │ │ │ ├── generate.py │ │ │ ├── params.yaml │ │ │ ├── test_softmax_0.tflite │ │ │ ├── test_softmax_1.tflite │ │ │ ├── test_softmax_10.tflite │ │ │ ├── test_softmax_11.tflite │ │ │ ├── test_softmax_2.tflite │ │ │ ├── test_softmax_3.tflite │ │ │ ├── test_softmax_4.tflite │ │ │ ├── test_softmax_5.tflite │ │ │ ├── test_softmax_6.tflite │ │ │ ├── test_softmax_7.tflite │ │ │ ├── test_softmax_8.tflite │ │ │ └── test_softmax_9.tflite │ │ ├── test_strided_slice │ │ │ ├── generate.py │ │ │ ├── params.yaml │ │ │ ├── strided_slice_0.tflite │ │ │ ├── strided_slice_1.tflite │ │ │ ├── strided_slice_10.tflite │ │ │ ├── strided_slice_11.tflite │ │ │ ├── strided_slice_12.tflite │ │ │ ├── strided_slice_13.tflite │ │ │ ├── strided_slice_14.tflite │ │ │ ├── strided_slice_15.tflite │ │ │ ├── strided_slice_16.tflite │ │ │ ├── strided_slice_17.tflite │ │ │ ├── strided_slice_18.tflite │ │ │ ├── strided_slice_19.tflite │ │ │ ├── strided_slice_2.tflite │ │ │ ├── strided_slice_20.tflite │ │ │ ├── strided_slice_21.tflite │ │ │ ├── strided_slice_22.tflite │ │ │ ├── strided_slice_23.tflite │ │ │ ├── strided_slice_24.tflite │ │ │ ├── strided_slice_25.tflite │ │ │ ├── strided_slice_26.tflite │ │ │ ├── strided_slice_27.tflite │ │ │ ├── strided_slice_28.tflite │ │ │ ├── strided_slice_29.tflite │ │ │ ├── strided_slice_3.tflite │ │ │ ├── strided_slice_30.tflite │ │ │ ├── strided_slice_31.tflite │ │ │ ├── strided_slice_32.tflite │ │ │ ├── strided_slice_33.tflite │ │ │ ├── strided_slice_34.tflite │ │ │ ├── strided_slice_35.tflite │ │ │ ├── strided_slice_36.tflite │ │ │ ├── strided_slice_37.tflite │ │ │ ├── strided_slice_38.tflite │ │ │ ├── strided_slice_39.tflite │ │ │ ├── strided_slice_40.tflite │ │ │ ├── strided_slice_41.tflite │ │ │ ├── strided_slice_42.tflite │ │ │ ├── strided_slice_43.tflite │ │ │ ├── strided_slice_44.tflite │ │ │ ├── strided_slice_45.tflite │ │ │ ├── strided_slice_46.tflite │ │ │ ├── strided_slice_47.tflite │ │ │ ├── strided_slice_48.tflite │ │ │ ├── strided_slice_49.tflite │ │ │ ├── strided_slice_50.tflite │ │ │ ├── strided_slice_51.tflite │ │ │ ├── strided_slice_52.tflite │ │ │ ├── strided_slice_53.tflite │ │ │ ├── strided_slice_54.tflite │ │ │ ├── strided_slice_55.tflite │ │ │ ├── strided_slice_56.tflite │ │ │ ├── strided_slice_57.tflite │ │ │ ├── strided_slice_58.tflite │ │ │ ├── strided_slice_59.tflite │ │ │ ├── strided_slice_6.tflite │ │ │ ├── strided_slice_60.tflite │ │ │ ├── strided_slice_61.tflite │ │ │ ├── strided_slice_62.tflite │ │ │ ├── strided_slice_63.tflite │ │ │ ├── strided_slice_64.tflite │ │ │ ├── strided_slice_65.tflite │ │ │ ├── strided_slice_66.tflite │ │ │ ├── strided_slice_67.tflite │ │ │ ├── strided_slice_68.tflite │ │ │ ├── strided_slice_69.tflite │ │ │ ├── strided_slice_7.tflite │ │ │ ├── strided_slice_70.tflite │ │ │ ├── strided_slice_71.tflite │ │ │ ├── strided_slice_72.tflite │ │ │ ├── strided_slice_73.tflite │ │ │ ├── strided_slice_74.tflite │ │ │ ├── strided_slice_75.tflite │ │ │ ├── strided_slice_76.tflite │ │ │ ├── strided_slice_77.tflite │ │ │ ├── strided_slice_78.tflite │ │ │ ├── strided_slice_79.tflite │ │ │ ├── strided_slice_8.tflite │ │ │ ├── strided_slice_80.tflite │ │ │ ├── strided_slice_81.tflite │ │ │ ├── strided_slice_82.tflite │ │ │ ├── strided_slice_83.tflite │ │ │ ├── strided_slice_84.tflite │ │ │ ├── strided_slice_85.tflite │ │ │ ├── strided_slice_86.tflite │ │ │ ├── strided_slice_87.tflite │ │ │ ├── strided_slice_88.tflite │ │ │ ├── strided_slice_89.tflite │ │ │ ├── strided_slice_9.tflite │ │ │ ├── strided_slice_90.tflite │ │ │ ├── strided_slice_91.tflite │ │ │ ├── strided_slice_92.tflite │ │ │ ├── strided_slice_93.tflite │ │ │ ├── strided_slice_94.tflite │ │ │ ├── strided_slice_95.tflite │ │ │ ├── strided_slice_96.tflite │ │ │ ├── strided_slice_97.tflite │ │ │ ├── strided_slice_98.tflite │ │ │ └── strided_slice_99.tflite │ │ ├── test_sub │ │ │ ├── 1.sh │ │ │ ├── test_sub_0.tflite │ │ │ ├── test_sub_1.tflite │ │ │ ├── test_sub_10.tflite │ │ │ ├── test_sub_11.tflite │ │ │ ├── test_sub_12.tflite │ │ │ ├── test_sub_13.tflite │ │ │ ├── test_sub_14.tflite │ │ │ ├── test_sub_15.tflite │ │ │ ├── test_sub_16.tflite │ │ │ ├── test_sub_17.tflite │ │ │ ├── test_sub_18.tflite │ │ │ ├── test_sub_19.tflite │ │ │ ├── test_sub_2.tflite │ │ │ ├── test_sub_3.tflite │ │ │ ├── test_sub_4.tflite │ │ │ ├── test_sub_41.tflite │ │ │ ├── test_sub_42.tflite │ │ │ ├── test_sub_43.tflite │ │ │ ├── test_sub_44.tflite │ │ │ ├── test_sub_45.tflite │ │ │ ├── test_sub_46.tflite │ │ │ ├── test_sub_47.tflite │ │ │ ├── test_sub_5.tflite │ │ │ ├── test_sub_6.tflite │ │ │ ├── test_sub_7.tflite │ │ │ ├── test_sub_8.tflite │ │ │ ├── test_sub_9.tflite │ │ │ └── test_sub_dual_output.tflite │ │ ├── test_tanh │ │ │ ├── test_tanh_0.tflite │ │ │ ├── test_tanh_1.tflite │ │ │ ├── test_tanh_10.tflite │ │ │ ├── test_tanh_11.tflite │ │ │ ├── test_tanh_12.tflite │ │ │ ├── test_tanh_13.tflite │ │ │ ├── test_tanh_14.tflite │ │ │ ├── test_tanh_15.tflite │ │ │ ├── test_tanh_16.tflite │ │ │ ├── test_tanh_17.tflite │ │ │ ├── test_tanh_18.tflite │ │ │ ├── test_tanh_19.tflite │ │ │ ├── test_tanh_2.tflite │ │ │ ├── test_tanh_20.tflite │ │ │ ├── test_tanh_21.tflite │ │ │ ├── test_tanh_22.tflite │ │ │ ├── test_tanh_23.tflite │ │ │ ├── test_tanh_24.tflite │ │ │ ├── test_tanh_25.tflite │ │ │ ├── test_tanh_26.tflite │ │ │ ├── test_tanh_27.tflite │ │ │ ├── test_tanh_28.tflite │ │ │ ├── test_tanh_29.tflite │ │ │ ├── test_tanh_3.tflite │ │ │ ├── test_tanh_30.tflite │ │ │ ├── test_tanh_31.tflite │ │ │ ├── test_tanh_32.tflite │ │ │ ├── test_tanh_33.tflite │ │ │ ├── test_tanh_34.tflite │ │ │ ├── test_tanh_35.tflite │ │ │ ├── test_tanh_36.tflite │ │ │ ├── test_tanh_37.tflite │ │ │ ├── test_tanh_38.tflite │ │ │ ├── test_tanh_39.tflite │ │ │ ├── test_tanh_4.tflite │ │ │ ├── test_tanh_5.tflite │ │ │ ├── test_tanh_6.tflite │ │ │ ├── test_tanh_7.tflite │ │ │ ├── test_tanh_8.tflite │ │ │ └── test_tanh_9.tflite │ │ ├── test_transpose_conv │ │ │ ├── test_transpose_conv_0.tflite │ │ │ ├── test_transpose_conv_1.tflite │ │ │ ├── test_transpose_conv_10.tflite │ │ │ ├── test_transpose_conv_11.tflite │ │ │ ├── test_transpose_conv_12.tflite │ │ │ ├── test_transpose_conv_13.tflite │ │ │ ├── test_transpose_conv_14.tflite │ │ │ ├── test_transpose_conv_15.tflite │ │ │ ├── test_transpose_conv_16.tflite │ │ │ ├── test_transpose_conv_17.tflite │ │ │ ├── test_transpose_conv_18.tflite │ │ │ ├── test_transpose_conv_19.tflite │ │ │ ├── test_transpose_conv_2.tflite │ │ │ ├── test_transpose_conv_20.tflite │ │ │ ├── test_transpose_conv_3.tflite │ │ │ ├── test_transpose_conv_4.tflite │ │ │ ├── test_transpose_conv_5.tflite │ │ │ ├── test_transpose_conv_6.tflite │ │ │ ├── test_transpose_conv_7.tflite │ │ │ ├── test_transpose_conv_8.tflite │ │ │ └── test_transpose_conv_9.tflite │ │ └── test_zero_weights │ │ │ └── test_zero_weights_0.tflite │ ├── bnns │ │ ├── test_bconv2d_bin │ │ │ ├── test_bconv2d_bin_0.tflite │ │ │ ├── test_bconv2d_bin_1.tflite │ │ │ ├── test_bconv2d_bin_10.tflite │ │ │ ├── test_bconv2d_bin_11.tflite │ │ │ ├── test_bconv2d_bin_12.tflite │ │ │ ├── test_bconv2d_bin_13.tflite │ │ │ ├── test_bconv2d_bin_14.tflite │ │ │ ├── test_bconv2d_bin_15.tflite │ │ │ ├── test_bconv2d_bin_16.tflite │ │ │ ├── test_bconv2d_bin_17.tflite │ │ │ ├── test_bconv2d_bin_18.tflite │ │ │ ├── test_bconv2d_bin_19.tflite │ │ │ ├── test_bconv2d_bin_2.tflite │ │ │ ├── test_bconv2d_bin_3.tflite │ │ │ ├── test_bconv2d_bin_4.tflite │ │ │ ├── test_bconv2d_bin_5.tflite │ │ │ ├── test_bconv2d_bin_6.tflite │ │ │ ├── test_bconv2d_bin_7.tflite │ │ │ ├── test_bconv2d_bin_8.tflite │ │ │ └── test_bconv2d_bin_9.tflite │ │ ├── test_bconv2d_bin_DI │ │ │ ├── test_bconv2d_bin_DI_0.tflite │ │ │ ├── test_bconv2d_bin_DI_1.tflite │ │ │ ├── test_bconv2d_bin_DI_10.tflite │ │ │ ├── test_bconv2d_bin_DI_11.tflite │ │ │ ├── test_bconv2d_bin_DI_12.tflite │ │ │ ├── test_bconv2d_bin_DI_13.tflite │ │ │ ├── test_bconv2d_bin_DI_14.tflite │ │ │ ├── test_bconv2d_bin_DI_15.tflite │ │ │ ├── test_bconv2d_bin_DI_16.tflite │ │ │ ├── test_bconv2d_bin_DI_17.tflite │ │ │ ├── test_bconv2d_bin_DI_18.tflite │ │ │ ├── test_bconv2d_bin_DI_19.tflite │ │ │ ├── test_bconv2d_bin_DI_2.tflite │ │ │ ├── test_bconv2d_bin_DI_3.tflite │ │ │ ├── test_bconv2d_bin_DI_4.tflite │ │ │ ├── test_bconv2d_bin_DI_5.tflite │ │ │ ├── test_bconv2d_bin_DI_6.tflite │ │ │ ├── test_bconv2d_bin_DI_7.tflite │ │ │ ├── test_bconv2d_bin_DI_8.tflite │ │ │ └── test_bconv2d_bin_DI_9.tflite │ │ ├── test_bconv2d_bin_DI_padded │ │ │ ├── test_bconv2d_bin_DI_padded_0.tflite │ │ │ ├── test_bconv2d_bin_DI_padded_1.tflite │ │ │ ├── test_bconv2d_bin_DI_padded_10.tflite │ │ │ ├── test_bconv2d_bin_DI_padded_11.tflite │ │ │ ├── test_bconv2d_bin_DI_padded_12.tflite │ │ │ ├── test_bconv2d_bin_DI_padded_13.tflite │ │ │ ├── test_bconv2d_bin_DI_padded_14.tflite │ │ │ ├── test_bconv2d_bin_DI_padded_15.tflite │ │ │ ├── test_bconv2d_bin_DI_padded_16.tflite │ │ │ ├── test_bconv2d_bin_DI_padded_17.tflite │ │ │ ├── test_bconv2d_bin_DI_padded_18.tflite │ │ │ ├── test_bconv2d_bin_DI_padded_19.tflite │ │ │ ├── test_bconv2d_bin_DI_padded_2.tflite │ │ │ ├── test_bconv2d_bin_DI_padded_3.tflite │ │ │ ├── test_bconv2d_bin_DI_padded_4.tflite │ │ │ ├── test_bconv2d_bin_DI_padded_5.tflite │ │ │ ├── test_bconv2d_bin_DI_padded_6.tflite │ │ │ ├── test_bconv2d_bin_DI_padded_7.tflite │ │ │ ├── test_bconv2d_bin_DI_padded_8.tflite │ │ │ └── test_bconv2d_bin_DI_padded_9.tflite │ │ ├── test_bconv2d_bin_padded │ │ │ ├── test_bconv2d_bin_padded_0.tflite │ │ │ ├── test_bconv2d_bin_padded_1.tflite │ │ │ ├── test_bconv2d_bin_padded_10.tflite │ │ │ ├── test_bconv2d_bin_padded_11.tflite │ │ │ ├── test_bconv2d_bin_padded_12.tflite │ │ │ ├── test_bconv2d_bin_padded_13.tflite │ │ │ ├── test_bconv2d_bin_padded_14.tflite │ │ │ ├── test_bconv2d_bin_padded_15.tflite │ │ │ ├── test_bconv2d_bin_padded_16.tflite │ │ │ ├── test_bconv2d_bin_padded_17.tflite │ │ │ ├── test_bconv2d_bin_padded_18.tflite │ │ │ ├── test_bconv2d_bin_padded_19.tflite │ │ │ ├── test_bconv2d_bin_padded_2.tflite │ │ │ ├── test_bconv2d_bin_padded_3.tflite │ │ │ ├── test_bconv2d_bin_padded_4.tflite │ │ │ ├── test_bconv2d_bin_padded_5.tflite │ │ │ ├── test_bconv2d_bin_padded_6.tflite │ │ │ ├── test_bconv2d_bin_padded_7.tflite │ │ │ ├── test_bconv2d_bin_padded_8.tflite │ │ │ └── test_bconv2d_bin_padded_9.tflite │ │ ├── test_bconv2d_int8 │ │ │ ├── test_bconv2d_int8_0.tflite │ │ │ ├── test_bconv2d_int8_1.tflite │ │ │ ├── test_bconv2d_int8_10.tflite │ │ │ ├── test_bconv2d_int8_11.tflite │ │ │ ├── test_bconv2d_int8_12.tflite │ │ │ ├── test_bconv2d_int8_13.tflite │ │ │ ├── test_bconv2d_int8_14.tflite │ │ │ ├── test_bconv2d_int8_15.tflite │ │ │ ├── test_bconv2d_int8_16.tflite │ │ │ ├── test_bconv2d_int8_17.tflite │ │ │ ├── test_bconv2d_int8_18.tflite │ │ │ ├── test_bconv2d_int8_19.tflite │ │ │ ├── test_bconv2d_int8_2.tflite │ │ │ ├── test_bconv2d_int8_3.tflite │ │ │ ├── test_bconv2d_int8_4.tflite │ │ │ ├── test_bconv2d_int8_5.tflite │ │ │ ├── test_bconv2d_int8_6.tflite │ │ │ ├── test_bconv2d_int8_7.tflite │ │ │ ├── test_bconv2d_int8_8.tflite │ │ │ └── test_bconv2d_int8_9.tflite │ │ ├── test_bconv2d_int8_DIDO │ │ │ ├── test_bconv2d_int8_DIDO_0.tflite │ │ │ ├── test_bconv2d_int8_DIDO_1.tflite │ │ │ ├── test_bconv2d_int8_DIDO_10.tflite │ │ │ ├── test_bconv2d_int8_DIDO_11.tflite │ │ │ ├── test_bconv2d_int8_DIDO_12.tflite │ │ │ ├── test_bconv2d_int8_DIDO_13.tflite │ │ │ ├── test_bconv2d_int8_DIDO_14.tflite │ │ │ ├── test_bconv2d_int8_DIDO_15.tflite │ │ │ ├── test_bconv2d_int8_DIDO_16.tflite │ │ │ ├── test_bconv2d_int8_DIDO_17.tflite │ │ │ ├── test_bconv2d_int8_DIDO_18.tflite │ │ │ ├── test_bconv2d_int8_DIDO_19.tflite │ │ │ ├── test_bconv2d_int8_DIDO_2.tflite │ │ │ ├── test_bconv2d_int8_DIDO_3.tflite │ │ │ ├── test_bconv2d_int8_DIDO_4.tflite │ │ │ ├── test_bconv2d_int8_DIDO_5.tflite │ │ │ ├── test_bconv2d_int8_DIDO_6.tflite │ │ │ ├── test_bconv2d_int8_DIDO_7.tflite │ │ │ ├── test_bconv2d_int8_DIDO_8.tflite │ │ │ └── test_bconv2d_int8_DIDO_9.tflite │ │ ├── test_bconv2d_int8_DIDO_activation │ │ │ ├── test_bconv2d_int8_DIDO_activation_0.tflite │ │ │ ├── test_bconv2d_int8_DIDO_activation_1.tflite │ │ │ ├── test_bconv2d_int8_DIDO_activation_10.tflite │ │ │ ├── test_bconv2d_int8_DIDO_activation_11.tflite │ │ │ ├── test_bconv2d_int8_DIDO_activation_12.tflite │ │ │ ├── test_bconv2d_int8_DIDO_activation_13.tflite │ │ │ ├── test_bconv2d_int8_DIDO_activation_14.tflite │ │ │ ├── test_bconv2d_int8_DIDO_activation_15.tflite │ │ │ ├── test_bconv2d_int8_DIDO_activation_16.tflite │ │ │ ├── test_bconv2d_int8_DIDO_activation_17.tflite │ │ │ ├── test_bconv2d_int8_DIDO_activation_18.tflite │ │ │ ├── test_bconv2d_int8_DIDO_activation_19.tflite │ │ │ ├── test_bconv2d_int8_DIDO_activation_2.tflite │ │ │ ├── test_bconv2d_int8_DIDO_activation_3.tflite │ │ │ ├── test_bconv2d_int8_DIDO_activation_4.tflite │ │ │ ├── test_bconv2d_int8_DIDO_activation_5.tflite │ │ │ ├── test_bconv2d_int8_DIDO_activation_6.tflite │ │ │ ├── test_bconv2d_int8_DIDO_activation_7.tflite │ │ │ ├── test_bconv2d_int8_DIDO_activation_8.tflite │ │ │ └── test_bconv2d_int8_DIDO_activation_9.tflite │ │ ├── test_bconv2d_int8_DIDO_padded │ │ │ ├── test_bconv2d_int8_DIDO_padded_0.tflite │ │ │ ├── test_bconv2d_int8_DIDO_padded_1.tflite │ │ │ ├── test_bconv2d_int8_DIDO_padded_10.tflite │ │ │ ├── test_bconv2d_int8_DIDO_padded_11.tflite │ │ │ ├── test_bconv2d_int8_DIDO_padded_12.tflite │ │ │ ├── test_bconv2d_int8_DIDO_padded_13.tflite │ │ │ ├── test_bconv2d_int8_DIDO_padded_14.tflite │ │ │ ├── test_bconv2d_int8_DIDO_padded_15.tflite │ │ │ ├── test_bconv2d_int8_DIDO_padded_16.tflite │ │ │ ├── test_bconv2d_int8_DIDO_padded_17.tflite │ │ │ ├── test_bconv2d_int8_DIDO_padded_18.tflite │ │ │ ├── test_bconv2d_int8_DIDO_padded_19.tflite │ │ │ ├── test_bconv2d_int8_DIDO_padded_2.tflite │ │ │ ├── test_bconv2d_int8_DIDO_padded_3.tflite │ │ │ ├── test_bconv2d_int8_DIDO_padded_4.tflite │ │ │ ├── test_bconv2d_int8_DIDO_padded_5.tflite │ │ │ ├── test_bconv2d_int8_DIDO_padded_6.tflite │ │ │ ├── test_bconv2d_int8_DIDO_padded_7.tflite │ │ │ ├── test_bconv2d_int8_DIDO_padded_8.tflite │ │ │ └── test_bconv2d_int8_DIDO_padded_9.tflite │ │ ├── test_bconv2d_int8_activation │ │ │ ├── test_bconv2d_int8_activation_0.tflite │ │ │ ├── test_bconv2d_int8_activation_1.tflite │ │ │ ├── test_bconv2d_int8_activation_10.tflite │ │ │ ├── test_bconv2d_int8_activation_11.tflite │ │ │ ├── test_bconv2d_int8_activation_12.tflite │ │ │ ├── test_bconv2d_int8_activation_13.tflite │ │ │ ├── test_bconv2d_int8_activation_14.tflite │ │ │ ├── test_bconv2d_int8_activation_15.tflite │ │ │ ├── test_bconv2d_int8_activation_16.tflite │ │ │ ├── test_bconv2d_int8_activation_17.tflite │ │ │ ├── test_bconv2d_int8_activation_18.tflite │ │ │ ├── test_bconv2d_int8_activation_19.tflite │ │ │ ├── test_bconv2d_int8_activation_2.tflite │ │ │ ├── test_bconv2d_int8_activation_3.tflite │ │ │ ├── test_bconv2d_int8_activation_4.tflite │ │ │ ├── test_bconv2d_int8_activation_5.tflite │ │ │ ├── test_bconv2d_int8_activation_6.tflite │ │ │ ├── test_bconv2d_int8_activation_7.tflite │ │ │ ├── test_bconv2d_int8_activation_8.tflite │ │ │ └── test_bconv2d_int8_activation_9.tflite │ │ └── test_bconv2d_int8_padded │ │ │ ├── test_bconv2d_int8_padded_0.tflite │ │ │ ├── test_bconv2d_int8_padded_1.tflite │ │ │ ├── test_bconv2d_int8_padded_10.tflite │ │ │ ├── test_bconv2d_int8_padded_11.tflite │ │ │ ├── test_bconv2d_int8_padded_12.tflite │ │ │ ├── test_bconv2d_int8_padded_13.tflite │ │ │ ├── test_bconv2d_int8_padded_14.tflite │ │ │ ├── test_bconv2d_int8_padded_15.tflite │ │ │ ├── test_bconv2d_int8_padded_16.tflite │ │ │ ├── test_bconv2d_int8_padded_17.tflite │ │ │ ├── test_bconv2d_int8_padded_18.tflite │ │ │ ├── test_bconv2d_int8_padded_19.tflite │ │ │ ├── test_bconv2d_int8_padded_2.tflite │ │ │ ├── test_bconv2d_int8_padded_3.tflite │ │ │ ├── test_bconv2d_int8_padded_4.tflite │ │ │ ├── test_bconv2d_int8_padded_5.tflite │ │ │ ├── test_bconv2d_int8_padded_6.tflite │ │ │ ├── test_bconv2d_int8_padded_7.tflite │ │ │ ├── test_bconv2d_int8_padded_8.tflite │ │ │ └── test_bconv2d_int8_padded_9.tflite │ ├── complex_models │ │ ├── 8x8 │ │ │ ├── test_cnn_classifier │ │ │ │ └── test_cnn_classifier_0.tflite │ │ │ ├── test_mobilenet_v1 │ │ │ │ ├── in1.npy │ │ │ │ ├── params.yaml │ │ │ │ └── test_mobilenet_v1_0.tflite │ │ │ ├── test_mobilenet_v2 │ │ │ │ ├── in1.npy │ │ │ │ ├── params.yaml │ │ │ │ └── test_mobilenetv2.tflite │ │ │ └── test_mobilenet_v2_paging │ │ │ │ ├── in1.npy │ │ │ │ ├── params.yaml │ │ │ │ └── test_mobilenetv2.tflite │ │ ├── bnns │ │ │ └── test_bnn │ │ │ │ └── test_bnn_0.tflite │ │ └── float32 │ │ │ └── test_audio_model │ │ │ └── model_float32.tflite │ └── float32 │ │ ├── test_concatenate │ │ ├── generate.py │ │ ├── params.yaml │ │ ├── test_concatenate_0.tflite │ │ ├── test_concatenate_1.tflite │ │ ├── test_concatenate_2.tflite │ │ └── test_concatenate_3.tflite │ │ ├── test_pad │ │ ├── params.yaml │ │ ├── test_pad_21.tflite │ │ ├── test_pad_22.tflite │ │ ├── test_pad_23.tflite │ │ ├── test_pad_24.tflite │ │ ├── test_pad_25.tflite │ │ └── test_pad_29.tflite │ │ └── test_slice │ │ ├── params.yaml │ │ ├── test_slice_13.tflite │ │ ├── test_slice_14.tflite │ │ ├── test_slice_15.tflite │ │ ├── test_slice_16.tflite │ │ ├── test_slice_17.tflite │ │ ├── test_slice_18.tflite │ │ ├── test_slice_19.tflite │ │ ├── test_slice_20.tflite │ │ ├── test_slice_21.tflite │ │ ├── test_slice_22.tflite │ │ ├── test_slice_23.tflite │ │ ├── test_slice_24.tflite │ │ └── test_slice_25.tflite └── runner.py ├── python ├── README.md ├── pyproject.toml ├── setup.py └── xmos_ai_tools │ ├── __init__.py │ ├── io_server │ └── __init__.py │ ├── runtime │ ├── __init__.py │ └── buildfiles │ │ ├── aitoolslib.cmake │ │ └── aitoolslib.make │ ├── xformer │ ├── __init__.py │ └── flash.py │ └── xinterpreters │ ├── CMakeLists.txt │ ├── Makefile │ ├── __init__.py │ ├── exceptions.py │ ├── host_interpreter.py │ └── src │ ├── dll_interpreter.cc │ └── xtflm_conf.h ├── requirements.txt └── xformer ├── .bazelrc ├── .bazelversion ├── .gitignore ├── Analysis ├── MemoryPlan.cpp └── MemoryPlan.h ├── BUILD ├── IR ├── XCoreOps.cpp ├── XCoreOps.h └── XCoreOps.td ├── README.md ├── TESTING.rst ├── Test ├── BUILD ├── activation-lowering.mlir ├── add_broadcast.mlir ├── avg_pool_2d.mlir ├── conv2d.mlir ├── convpatterns.mlir ├── fc-to-conv2d.mlir ├── invalid-loadconstantop.mlir ├── invalid-loadflashop.mlir ├── invalid-op_split.mlir ├── lit_test.bzl ├── loadconstantop.mlir ├── loadweightsop.mlir ├── memory-plan_1.mlir ├── memory-plan_2.mlir ├── memory-plan_3.mlir ├── memory-plan_4.mlir ├── memory-plan_5.mlir ├── mlir_example.tflite ├── op_split.mlir ├── op_split_2.mlir ├── padding.mlir ├── pytorch_transpose.mlir ├── pytorch_transpose_input.mlir ├── run_lit.sh ├── tfl_fc.tflite ├── tflpatterns.mlir ├── translate-to-customops.mlir ├── valid_broadcast.mlir ├── valid_concat.mlir ├── valid_pad.mlir └── valid_slice.mlir ├── Transforms ├── ApplyLoadConstantOpPatterns.cpp ├── ApplyTFLPatterns.cpp ├── ApplyXCPatterns.cpp ├── ConvPatterns.h ├── ConvPatterns.td ├── ConvPatternsLCE.cpp ├── ConvPatternsTFL.cpp ├── ConvRevertPatterns.td ├── LoadConstantOpPatterns.td ├── OpSplit.cpp ├── OptimizeConv2D.cpp ├── OptimizeTranspose.cpp ├── Options.h ├── Paging.cpp ├── Passes.cpp ├── Passes.h ├── PlanMemory.cpp ├── RemoveDynamicShape.cpp ├── ReplaceAddSub.cpp ├── ReplaceAvgPoolWithConv2D.cpp ├── ReplaceBroadcast.cpp ├── ReplaceConcat.cpp ├── ReplaceConv2D.cpp ├── ReplaceFCWithConv2D.cpp ├── ReplaceMaxPool2D.cpp ├── ReplaceMean.cpp ├── ReplaceMul.cpp ├── ReplacePad.cpp ├── ReplaceSlice.cpp ├── ReplaceStridedSlice.cpp ├── ReplaceSum.cpp ├── ReplaceTranspose.cpp ├── ReplaceTransposeConv.cpp ├── TFLPatterns.td ├── TranslateToCustomOp.cpp ├── VerifyInputOutputTensorOptions.cpp ├── WriteWeights.cpp └── XCPatterns.td ├── Utils ├── Diagnostics.h ├── FileIO.cpp ├── FileIO.h ├── ThreadSupport.cpp ├── ThreadSupport.h ├── TileRamSupport.cpp ├── TileRamSupport.h ├── Util.cpp ├── Util.h └── Utils.td ├── Version.h ├── WORKSPACE ├── XCoreOptMain.cpp ├── lib_nn.BUILD ├── lib_tflite_micro.BUILD ├── lib_tflmc.BUILD ├── modelrunner.py ├── patches ├── BUILD ├── flatbuffer_export.patch ├── llvm_python.patch ├── softmax.patch └── tf_update.patch └── version_check.sh /.clang-format: -------------------------------------------------------------------------------- 1 | BasedOnStyle: LLVM 2 | -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- 1 | FROM tensorflow/build:2.15-python3.10 2 | RUN pip install setuptools~=70.0 setuptools-scm 3 | -------------------------------------------------------------------------------- /docs/notebooks/.gitignore: -------------------------------------------------------------------------------- 1 | kaggle.json 2 | -------------------------------------------------------------------------------- /docs/notebooks/conversion_process.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xmos/ai_tools/404a2c5f774fc4c1527de9a7df0f99848e789391/docs/notebooks/conversion_process.jpg -------------------------------------------------------------------------------- /docs/notebooks/pytest.ini: -------------------------------------------------------------------------------- 1 | [pytest] 2 | addopts = --ignore docs/notebooks/pytorch_to_tflite/ 3 | -------------------------------------------------------------------------------- /docs/notebooks/pytorch_to_tflite/LSTM/.gitignore: -------------------------------------------------------------------------------- 1 | # Ignore files created by notebook script 2 | *.onnx 3 | *.tflite 4 | param_replacement.json 5 | handwriting.tf 6 | mnist 7 | mnist.tf 8 | -------------------------------------------------------------------------------- /docs/notebooks/pytorch_to_tflite/LSTM/netron-screenshot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xmos/ai_tools/404a2c5f774fc4c1527de9a7df0f99848e789391/docs/notebooks/pytorch_to_tflite/LSTM/netron-screenshot.png -------------------------------------------------------------------------------- /examples/app_flash_single_model/src/config.xscope: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | -------------------------------------------------------------------------------- /examples/app_flash_single_model/vww_quant.tflite: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xmos/ai_tools/404a2c5f774fc4c1527de9a7df0f99848e789391/examples/app_flash_single_model/vww_quant.tflite -------------------------------------------------------------------------------- /examples/app_flash_two_models/src/config.xscope: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | -------------------------------------------------------------------------------- /examples/app_flash_two_models/vww_quant1.tflite: -------------------------------------------------------------------------------- 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