├── .bazelrc ├── .clang-format ├── .github ├── FUNDING.yml ├── actions │ └── docker_action │ │ ├── Dockerfile │ │ └── action.yml ├── assets │ └── write_json.py └── workflows │ ├── arduino.yml │ ├── ci-test.yml │ ├── ci.yml │ ├── cortex_m.yml │ ├── ghcr_test.yml │ ├── sparkfun_edge.yml │ ├── sync.yml │ └── xtensa.yml ├── .gitignore ├── AUTHORS ├── CODEOWNERS ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── WORKSPACE ├── bouffalo.mk ├── ci ├── Dockerfile.micro ├── install_bazel.sh ├── install_buildifier.sh ├── sync_from_upstream_tf.sh └── temp_patches │ └── tf_update_visibility.patch ├── component.mk ├── docs └── continuous_integration.md ├── tensorflow ├── BUILD ├── extra_rules.bzl ├── lite │ ├── BUILD │ ├── build_def.bzl │ ├── c │ │ ├── BUILD │ │ ├── builtin_op_data.h │ │ ├── c_api_types.h │ │ ├── common.c │ │ └── common.h │ ├── core │ │ └── api │ │ │ ├── BUILD │ │ │ ├── error_reporter.cc │ │ │ ├── error_reporter.h │ │ │ ├── flatbuffer_conversions.cc │ │ │ ├── flatbuffer_conversions.h │ │ │ ├── op_resolver.cc │ │ │ ├── op_resolver.h │ │ │ ├── tensor_utils.cc │ │ │ └── tensor_utils.h │ ├── experimental │ │ └── microfrontend │ │ │ ├── README.md │ │ │ └── lib │ │ │ ├── BUILD │ │ │ ├── README.md │ │ │ ├── bits.h │ │ │ ├── fft.cc │ │ │ ├── fft.h │ │ │ ├── fft_io.c │ │ │ ├── fft_io.h │ │ │ ├── fft_test.cc │ │ │ ├── fft_util.cc │ │ │ ├── fft_util.h │ │ │ ├── filterbank.c │ │ │ ├── filterbank.h │ │ │ ├── filterbank_io.c │ │ │ ├── filterbank_io.h │ │ │ ├── filterbank_test.cc │ │ │ ├── filterbank_util.c │ │ │ ├── filterbank_util.h │ │ │ ├── frontend.c │ │ │ ├── frontend.h │ │ │ ├── frontend_io.c │ │ │ ├── frontend_io.h │ │ │ ├── frontend_main.c │ │ │ ├── frontend_memmap_generator.c │ │ │ ├── frontend_memmap_main.c │ │ │ ├── frontend_test.cc │ │ │ ├── frontend_util.c │ │ │ ├── frontend_util.h │ │ │ ├── log_lut.c │ │ │ ├── log_lut.h │ │ │ ├── log_scale.c │ │ │ ├── log_scale.h │ │ │ ├── log_scale_io.c │ │ │ ├── log_scale_io.h │ │ │ ├── log_scale_test.cc │ │ │ ├── log_scale_util.c │ │ │ ├── log_scale_util.h │ │ │ ├── noise_reduction.c │ │ │ ├── noise_reduction.h │ │ │ ├── noise_reduction_io.c │ │ │ ├── noise_reduction_io.h │ │ │ ├── noise_reduction_test.cc │ │ │ ├── noise_reduction_util.c │ │ │ ├── noise_reduction_util.h │ │ │ ├── pcan_gain_control.c │ │ │ ├── pcan_gain_control.h │ │ │ ├── pcan_gain_control_test.cc │ │ │ ├── pcan_gain_control_util.c │ │ │ ├── pcan_gain_control_util.h │ │ │ ├── window.c │ │ │ ├── window.h │ │ │ ├── window_io.c │ │ │ ├── window_io.h │ │ │ ├── window_test.cc │ │ │ ├── window_util.c │ │ │ └── window_util.h │ ├── kernels │ │ ├── BUILD │ │ ├── internal │ │ │ ├── BUILD │ │ │ ├── common.h │ │ │ ├── compatibility.h │ │ │ ├── cppmath.h │ │ │ ├── max.h │ │ │ ├── min.h │ │ │ ├── optimized │ │ │ │ └── neon_check.h │ │ │ ├── portable_tensor.h │ │ │ ├── quantization_util.cc │ │ │ ├── quantization_util.h │ │ │ ├── reference │ │ │ │ ├── add.h │ │ │ │ ├── add_n.h │ │ │ │ ├── arg_min_max.h │ │ │ │ ├── batch_matmul.h │ │ │ │ ├── batch_to_space_nd.h │ │ │ │ ├── binary_function.h │ │ │ │ ├── ceil.h │ │ │ │ ├── comparisons.h │ │ │ │ ├── concatenation.h │ │ │ │ ├── conv.h │ │ │ │ ├── cumsum.h │ │ │ │ ├── depth_to_space.h │ │ │ │ ├── depthwiseconv_float.h │ │ │ │ ├── depthwiseconv_uint8.h │ │ │ │ ├── dequantize.h │ │ │ │ ├── elu.h │ │ │ │ ├── exp.h │ │ │ │ ├── fill.h │ │ │ │ ├── floor.h │ │ │ │ ├── floor_div.h │ │ │ │ ├── floor_mod.h │ │ │ │ ├── fully_connected.h │ │ │ │ ├── hard_swish.h │ │ │ │ ├── integer_ops │ │ │ │ │ ├── add.h │ │ │ │ │ ├── conv.h │ │ │ │ │ ├── depthwise_conv.h │ │ │ │ │ ├── fully_connected.h │ │ │ │ │ ├── l2normalization.h │ │ │ │ │ ├── logistic.h │ │ │ │ │ ├── mean.h │ │ │ │ │ ├── mul.h │ │ │ │ │ ├── pooling.h │ │ │ │ │ ├── tanh.h │ │ │ │ │ └── transpose_conv.h │ │ │ │ ├── l2normalization.h │ │ │ │ ├── leaky_relu.h │ │ │ │ ├── log_softmax.h │ │ │ │ ├── logistic.h │ │ │ │ ├── maximum_minimum.h │ │ │ │ ├── mul.h │ │ │ │ ├── neg.h │ │ │ │ ├── pad.h │ │ │ │ ├── pooling.h │ │ │ │ ├── prelu.h │ │ │ │ ├── process_broadcast_shapes.h │ │ │ │ ├── quantize.h │ │ │ │ ├── reduce.h │ │ │ │ ├── requantize.h │ │ │ │ ├── resize_bilinear.h │ │ │ │ ├── resize_nearest_neighbor.h │ │ │ │ ├── round.h │ │ │ │ ├── softmax.h │ │ │ │ ├── space_to_batch_nd.h │ │ │ │ ├── space_to_depth.h │ │ │ │ ├── strided_slice.h │ │ │ │ ├── sub.h │ │ │ │ ├── tanh.h │ │ │ │ ├── transpose.h │ │ │ │ └── transpose_conv.h │ │ │ ├── strided_slice_logic.h │ │ │ ├── tensor_ctypes.h │ │ │ ├── tensor_utils_common.h │ │ │ └── types.h │ │ ├── kernel_util.cc │ │ ├── kernel_util.h │ │ ├── op_macros.h │ │ └── padding.h │ ├── micro │ │ ├── BUILD │ │ ├── CONTRIBUTING.md │ │ ├── README.md │ │ ├── all_ops_resolver.cc │ │ ├── all_ops_resolver.h │ │ ├── apollo3evb │ │ │ ├── debug_log.cc │ │ │ └── micro_time.cc │ │ ├── arc_emsdp │ │ │ └── debug_log.cc │ │ ├── arduino │ │ │ ├── abi.cc │ │ │ ├── debug_log.cc │ │ │ └── system_setup.cc │ │ ├── benchmarks │ │ │ ├── BUILD │ │ │ ├── Makefile.inc │ │ │ ├── README.md │ │ │ ├── keyword_benchmark.cc │ │ │ ├── keyword_scrambled_model_data.cc │ │ │ ├── keyword_scrambled_model_data.h │ │ │ ├── micro_benchmark.h │ │ │ └── person_detection_benchmark.cc │ │ ├── bluepill │ │ │ └── debug_log.cc │ │ ├── build_def.bzl │ │ ├── ceva │ │ │ ├── micro_time.cc │ │ │ └── system_setup.cc │ │ ├── chre │ │ │ └── debug_log.cc │ │ ├── compatibility.h │ │ ├── cortex_m_corstone_300 │ │ │ ├── README.md │ │ │ ├── micro_time.cc │ │ │ └── system_setup.cc │ │ ├── cortex_m_generic │ │ │ ├── README.md │ │ │ ├── debug_log.cc │ │ │ ├── debug_log_callback.h │ │ │ └── micro_time.cc │ │ ├── debug_log.cc │ │ ├── debug_log.h │ │ ├── docs │ │ │ ├── images │ │ │ │ ├── preallocated_tensors │ │ │ │ │ ├── preallocated_tensors_bg_1.png │ │ │ │ │ ├── preallocated_tensors_bg_2.png │ │ │ │ │ └── preallocated_tensors_impl1.png │ │ │ │ └── tflm_continuous_integration_1.png │ │ │ ├── memory_management.md │ │ │ ├── new_platform_support.md │ │ │ ├── online_memory_allocation_overview.md │ │ │ ├── optimized_kernel_implementations.md │ │ │ ├── porting_reference_ops.md │ │ │ ├── profiling.md │ │ │ ├── renode.md │ │ │ └── rfc │ │ │ │ ├── 001_preallocated_tensors.md │ │ │ │ └── 002_16x8_quantization_port.md │ │ ├── ecm3531 │ │ │ └── debug_log.cc │ │ ├── examples │ │ │ ├── hello_world │ │ │ │ ├── BUILD │ │ │ │ ├── Makefile.inc │ │ │ │ ├── README.md │ │ │ │ ├── arduino │ │ │ │ │ ├── constants.cc │ │ │ │ │ ├── main.cc │ │ │ │ │ └── output_handler.cc │ │ │ │ ├── constants.cc │ │ │ │ ├── constants.h │ │ │ │ ├── create_sine_model.ipynb │ │ │ │ ├── disco_f746ng │ │ │ │ │ ├── Makefile.inc │ │ │ │ │ ├── constants.cc │ │ │ │ │ └── output_handler.cc │ │ │ │ ├── esp │ │ │ │ │ └── main.cc │ │ │ │ ├── hello_world_binary_test.sh │ │ │ │ ├── hello_world_test.cc │ │ │ │ ├── images │ │ │ │ │ ├── animation_on_STM32F746.gif │ │ │ │ │ ├── animation_on_arduino_mkrzero.gif │ │ │ │ │ ├── animation_on_sparkfun_edge.gif │ │ │ │ │ └── model_architecture.png │ │ │ │ ├── main.cc │ │ │ │ ├── main_functions.cc │ │ │ │ ├── main_functions.h │ │ │ │ ├── model.cc │ │ │ │ ├── model.h │ │ │ │ ├── output_handler.cc │ │ │ │ ├── output_handler.h │ │ │ │ ├── output_handler_test.cc │ │ │ │ ├── riscv32_mcu │ │ │ │ │ └── Makefile.inc │ │ │ │ ├── sparkfun_edge │ │ │ │ │ ├── constants.cc │ │ │ │ │ └── output_handler.cc │ │ │ │ ├── spresense │ │ │ │ │ ├── Makefile.inc │ │ │ │ │ └── README.md │ │ │ │ ├── train │ │ │ │ │ ├── README.md │ │ │ │ │ └── train_hello_world_model.ipynb │ │ │ │ └── zephyr_riscv │ │ │ │ │ ├── Makefile.inc │ │ │ │ │ ├── prj.conf │ │ │ │ │ └── src │ │ │ │ │ └── assert.cc │ │ │ ├── magic_wand │ │ │ │ ├── BUILD │ │ │ │ ├── Makefile.inc │ │ │ │ ├── README.md │ │ │ │ ├── accelerometer_handler.cc │ │ │ │ ├── accelerometer_handler.h │ │ │ │ ├── accelerometer_handler_test.cc │ │ │ │ ├── arduino │ │ │ │ │ ├── Makefile.inc │ │ │ │ │ ├── accelerometer_handler.cc │ │ │ │ │ ├── main.cc │ │ │ │ │ └── output_handler.cc │ │ │ │ ├── constants.h │ │ │ │ ├── gesture_predictor.cc │ │ │ │ ├── gesture_predictor.h │ │ │ │ ├── gesture_predictor_test.cc │ │ │ │ ├── himax_we1_evb │ │ │ │ │ └── accelerometer_handler.cc │ │ │ │ ├── magic_wand_model_data.cc │ │ │ │ ├── magic_wand_model_data.h │ │ │ │ ├── magic_wand_test.cc │ │ │ │ ├── main.cc │ │ │ │ ├── main_functions.cc │ │ │ │ ├── main_functions.h │ │ │ │ ├── output_handler.cc │ │ │ │ ├── output_handler.h │ │ │ │ ├── output_handler_test.cc │ │ │ │ ├── ring_micro_features_data.cc │ │ │ │ ├── ring_micro_features_data.h │ │ │ │ ├── riscv32_mcu │ │ │ │ │ └── Makefile.inc │ │ │ │ ├── slope_micro_features_data.cc │ │ │ │ ├── slope_micro_features_data.h │ │ │ │ ├── sparkfun_edge │ │ │ │ │ ├── accelerometer_handler.cc │ │ │ │ │ └── output_handler.cc │ │ │ │ ├── train │ │ │ │ │ ├── README.md │ │ │ │ │ ├── data_augmentation.py │ │ │ │ │ ├── data_augmentation_test.py │ │ │ │ │ ├── data_load.py │ │ │ │ │ ├── data_load_test.py │ │ │ │ │ ├── data_prepare.py │ │ │ │ │ ├── data_prepare_test.py │ │ │ │ │ ├── data_split.py │ │ │ │ │ ├── data_split_person.py │ │ │ │ │ ├── data_split_person_test.py │ │ │ │ │ ├── data_split_test.py │ │ │ │ │ ├── netmodels │ │ │ │ │ │ └── CNN │ │ │ │ │ │ │ └── weights.h5 │ │ │ │ │ ├── requirements.txt │ │ │ │ │ ├── train.py │ │ │ │ │ ├── train_magic_wand_model.ipynb │ │ │ │ │ └── train_test.py │ │ │ │ └── zephyr_riscv │ │ │ │ │ ├── Makefile.inc │ │ │ │ │ ├── boards │ │ │ │ │ └── litex_vexriscv.overlay │ │ │ │ │ ├── prj.conf │ │ │ │ │ └── src │ │ │ │ │ ├── accelerometer_handler.cc │ │ │ │ │ ├── accelerometer_handler.h │ │ │ │ │ └── assert.cc │ │ │ ├── micro_speech │ │ │ │ ├── .gitignore │ │ │ │ ├── BUILD │ │ │ │ ├── CMSIS │ │ │ │ │ ├── Makefile.inc │ │ │ │ │ ├── README.md │ │ │ │ │ ├── create_constants.py │ │ │ │ │ ├── hanning.cc │ │ │ │ │ ├── hanning.h │ │ │ │ │ ├── sin_1k.cc │ │ │ │ │ └── sin_1k.h │ │ │ │ ├── Makefile.inc │ │ │ │ ├── README.md │ │ │ │ ├── apollo3 │ │ │ │ │ ├── .gitignore │ │ │ │ │ ├── Makefile.inc │ │ │ │ │ ├── README.md │ │ │ │ │ ├── _main.c │ │ │ │ │ ├── captured_data_to_wav.py │ │ │ │ │ ├── compare_1k.py │ │ │ │ │ ├── preprocessor_1k.cc │ │ │ │ │ ├── preprocessor_1k_cmsis_test.cmd │ │ │ │ │ ├── preprocessor_1k_micro_test.cmd │ │ │ │ │ ├── preprocessor_test.cmd │ │ │ │ │ ├── pushbutton_cmsis_scores.cmd │ │ │ │ │ ├── pushbutton_cmsis_voice.cmd │ │ │ │ │ ├── pushbutton_main.c │ │ │ │ │ └── pushbutton_test.cc │ │ │ │ ├── apollo3evb │ │ │ │ │ ├── audio_provider.cc │ │ │ │ │ ├── command_responder.cc │ │ │ │ │ └── micro_speech.cmd │ │ │ │ ├── arc_emsdp │ │ │ │ │ ├── Makefile.inc │ │ │ │ │ └── emsdp.lcf │ │ │ │ ├── arduino │ │ │ │ │ ├── Makefile.inc │ │ │ │ │ ├── audio_provider.cc │ │ │ │ │ ├── command_responder.cc │ │ │ │ │ └── main.cc │ │ │ │ ├── audio_provider.cc │ │ │ │ ├── audio_provider.h │ │ │ │ ├── audio_provider_mock.cc │ │ │ │ ├── audio_provider_mock_test.cc │ │ │ │ ├── audio_provider_test.cc │ │ │ │ ├── ceva │ │ │ │ │ ├── audio_provider.cc │ │ │ │ │ └── main_functions.cc │ │ │ │ ├── command_responder.cc │ │ │ │ ├── command_responder.h │ │ │ │ ├── command_responder_test.cc │ │ │ │ ├── disco_f746ng │ │ │ │ │ ├── Makefile.inc │ │ │ │ │ ├── audio_provider.cc │ │ │ │ │ ├── command_responder.cc │ │ │ │ │ └── timer.cc │ │ │ │ ├── esp │ │ │ │ │ ├── Makefile.inc │ │ │ │ │ ├── audio_provider.cc │ │ │ │ │ ├── main.cc │ │ │ │ │ ├── ringbuf.c │ │ │ │ │ ├── ringbuf.h │ │ │ │ │ └── sdkconfig.defaults │ │ │ │ ├── feature_provider.cc │ │ │ │ ├── feature_provider.h │ │ │ │ ├── feature_provider_mock_test.cc │ │ │ │ ├── feature_provider_test.cc │ │ │ │ ├── himax_we1_evb │ │ │ │ │ ├── audio_provider.cc │ │ │ │ │ └── command_responder.cc │ │ │ │ ├── images │ │ │ │ │ ├── animation_on_arduino.gif │ │ │ │ │ └── model_architecture.png │ │ │ │ ├── main.cc │ │ │ │ ├── main_functions.cc │ │ │ │ ├── main_functions.h │ │ │ │ ├── micro_features │ │ │ │ │ ├── BUILD │ │ │ │ │ ├── micro_features_generator.cc │ │ │ │ │ ├── micro_features_generator.h │ │ │ │ │ ├── micro_features_generator_test.cc │ │ │ │ │ ├── micro_model_settings.cc │ │ │ │ │ ├── micro_model_settings.h │ │ │ │ │ ├── model.cc │ │ │ │ │ ├── model.h │ │ │ │ │ ├── no_feature_data_slice.cc │ │ │ │ │ ├── no_feature_data_slice.h │ │ │ │ │ ├── no_micro_features_data.cc │ │ │ │ │ ├── no_micro_features_data.h │ │ │ │ │ ├── static_alloc.h │ │ │ │ │ ├── yes_feature_data_slice.cc │ │ │ │ │ ├── yes_feature_data_slice.h │ │ │ │ │ ├── yes_micro_features_data.cc │ │ │ │ │ └── yes_micro_features_data.h │ │ │ │ ├── micro_speech_binary_mock_test.sh │ │ │ │ ├── micro_speech_test.cc │ │ │ │ ├── no_1000ms_sample_data.cc │ │ │ │ ├── no_1000ms_sample_data.h │ │ │ │ ├── no_30ms_sample_data.cc │ │ │ │ ├── no_30ms_sample_data.h │ │ │ │ ├── nxp_k66f │ │ │ │ │ └── audio_provider.cc │ │ │ │ ├── osx │ │ │ │ │ ├── Makefile.inc │ │ │ │ │ └── audio_provider.cc │ │ │ │ ├── recognize_commands.cc │ │ │ │ ├── recognize_commands.h │ │ │ │ ├── recognize_commands_test.cc │ │ │ │ ├── riscv32_mcu │ │ │ │ │ └── Makefile.inc │ │ │ │ ├── simple_features │ │ │ │ │ ├── CMSIS │ │ │ │ │ │ └── simple_features_generator.cc │ │ │ │ │ ├── fixed_point │ │ │ │ │ │ └── simple_features_generator.cc │ │ │ │ │ ├── model.cc │ │ │ │ │ ├── model.h │ │ │ │ │ ├── no_power_spectrum_data.cc │ │ │ │ │ ├── no_power_spectrum_data.h │ │ │ │ │ ├── no_simple_features_data.cc │ │ │ │ │ ├── no_simple_features_data.h │ │ │ │ │ ├── simple_features_generator.cc │ │ │ │ │ ├── simple_features_generator.h │ │ │ │ │ ├── simple_features_generator_test.cc │ │ │ │ │ ├── simple_model_settings.cc │ │ │ │ │ ├── simple_model_settings.h │ │ │ │ │ ├── yes_power_spectrum_data.cc │ │ │ │ │ ├── yes_power_spectrum_data.h │ │ │ │ │ ├── yes_simple_features_data.cc │ │ │ │ │ └── yes_simple_features_data.h │ │ │ │ ├── sparkfun_edge │ │ │ │ │ ├── audio_provider.cc │ │ │ │ │ └── command_responder.cc │ │ │ │ ├── spresense │ │ │ │ │ ├── Makefile.inc │ │ │ │ │ ├── README.md │ │ │ │ │ └── src │ │ │ │ │ │ ├── spresense_audio_provider.cc │ │ │ │ │ │ └── spresense_command_responder.cc │ │ │ │ ├── train │ │ │ │ │ ├── README.md │ │ │ │ │ └── train_micro_speech_model.ipynb │ │ │ │ ├── train_speech_model.ipynb │ │ │ │ ├── yes_1000ms_sample_data.cc │ │ │ │ ├── yes_1000ms_sample_data.h │ │ │ │ ├── yes_30ms_sample_data.cc │ │ │ │ └── yes_30ms_sample_data.h │ │ │ ├── network_tester │ │ │ │ ├── .gitignore │ │ │ │ ├── Makefile.inc │ │ │ │ ├── README.md │ │ │ │ ├── expected_output_data.h │ │ │ │ ├── input_data.h │ │ │ │ ├── network_model.h │ │ │ │ └── network_tester_test.cc │ │ │ └── person_detection │ │ │ │ ├── BUILD │ │ │ │ ├── Makefile.inc │ │ │ │ ├── README.md │ │ │ │ ├── apollo3evb │ │ │ │ └── image_provider.cc │ │ │ │ ├── arc_emsdp │ │ │ │ ├── Makefile.inc │ │ │ │ └── emsdp.lcf │ │ │ │ ├── arduino │ │ │ │ ├── HM01B0_platform.h │ │ │ │ ├── Makefile.inc │ │ │ │ ├── detection_responder.cc │ │ │ │ ├── image_provider.cc │ │ │ │ └── main.cc │ │ │ │ ├── detection_responder.cc │ │ │ │ ├── detection_responder.h │ │ │ │ ├── detection_responder_test.cc │ │ │ │ ├── esp │ │ │ │ ├── Makefile.inc │ │ │ │ ├── README_ESP.md │ │ │ │ ├── app_camera_esp.c │ │ │ │ ├── app_camera_esp.h │ │ │ │ ├── image_provider.cc │ │ │ │ ├── main.cc │ │ │ │ ├── main │ │ │ │ │ └── Kconfig.projbuild │ │ │ │ └── sdkconfig.defaults │ │ │ │ ├── himax_driver │ │ │ │ ├── HM01B0.c │ │ │ │ ├── HM01B0.h │ │ │ │ ├── HM01B0_RAW8_QVGA_8bits_lsb_5fps.h │ │ │ │ ├── HM01B0_Walking1s_01.h │ │ │ │ ├── HM01B0_Walking1s_01.txt │ │ │ │ ├── HM01B0_debug.c │ │ │ │ ├── HM01B0_debug.h │ │ │ │ ├── HM01B0_optimized.c │ │ │ │ ├── HM01B0_optimized.h │ │ │ │ └── Makefile.inc │ │ │ │ ├── himax_we1_evb │ │ │ │ ├── detection_responder.cc │ │ │ │ └── image_provider.cc │ │ │ │ ├── image_provider.cc │ │ │ │ ├── image_provider.h │ │ │ │ ├── image_provider_test.cc │ │ │ │ ├── main.cc │ │ │ │ ├── main_functions.cc │ │ │ │ ├── main_functions.h │ │ │ │ ├── model_settings.cc │ │ │ │ ├── model_settings.h │ │ │ │ ├── no_person_image_data.h │ │ │ │ ├── person_detect_model_data.h │ │ │ │ ├── person_detection_binary_test.sh │ │ │ │ ├── person_detection_test.cc │ │ │ │ ├── person_image_data.h │ │ │ │ ├── riscv32_mcu │ │ │ │ └── Makefile.inc │ │ │ │ ├── sparkfun_edge │ │ │ │ ├── detection_responder.cc │ │ │ │ └── image_provider.cc │ │ │ │ ├── spresense │ │ │ │ ├── Makefile.inc │ │ │ │ ├── README.md │ │ │ │ └── src │ │ │ │ │ └── spresense_image_provider.cc │ │ │ │ ├── training_a_model.md │ │ │ │ └── utils │ │ │ │ ├── BUILD │ │ │ │ ├── raw_to_bitmap.py │ │ │ │ └── raw_to_bitmap_test.py │ │ ├── hexagon │ │ │ ├── micro_time.cc │ │ │ └── system_setup.cc │ │ ├── himax_we1_evb │ │ │ └── debug_log.cc │ │ ├── kernels │ │ │ ├── BUILD │ │ │ ├── README.md │ │ │ ├── activation_utils.h │ │ │ ├── activations.cc │ │ │ ├── activations_test.cc │ │ │ ├── add.cc │ │ │ ├── add_n.cc │ │ │ ├── add_n_test.cc │ │ │ ├── add_test.cc │ │ │ ├── arc_mli │ │ │ │ ├── README.md │ │ │ │ ├── conv.cc │ │ │ │ ├── conv_slicing_test.cc │ │ │ │ ├── depthwise_conv.cc │ │ │ │ ├── depthwise_conv_slicing_test.cc │ │ │ │ ├── fully_connected.cc │ │ │ │ ├── fully_connected_slicing_test.cc │ │ │ │ ├── mli_slicers.cc │ │ │ │ ├── mli_slicers.h │ │ │ │ ├── mli_tf_utils.h │ │ │ │ ├── pooling.cc │ │ │ │ ├── pooling_slicing_test.cc │ │ │ │ ├── scratch_buf_mgr.cc │ │ │ │ ├── scratch_buf_mgr.h │ │ │ │ ├── scratch_buffers.cc │ │ │ │ └── scratch_buffers.h │ │ │ ├── arg_min_max.cc │ │ │ ├── arg_min_max_test.cc │ │ │ ├── batch_to_space_nd.cc │ │ │ ├── batch_to_space_nd_test.cc │ │ │ ├── cast.cc │ │ │ ├── cast_test.cc │ │ │ ├── ceil.cc │ │ │ ├── ceil_test.cc │ │ │ ├── ceva │ │ │ │ ├── ceva_common.cc │ │ │ │ ├── ceva_common.h │ │ │ │ ├── ceva_tflm_lib.h │ │ │ │ ├── fully_connected.cc │ │ │ │ ├── mcps_macros.h │ │ │ │ ├── quantize.cc │ │ │ │ ├── softmax.cc │ │ │ │ └── types.h │ │ │ ├── circular_buffer.cc │ │ │ ├── circular_buffer_flexbuffers_generated_data.cc │ │ │ ├── circular_buffer_flexbuffers_generated_data.h │ │ │ ├── circular_buffer_test.cc │ │ │ ├── cmsis_nn │ │ │ │ ├── README.md │ │ │ │ ├── add.cc │ │ │ │ ├── conv.cc │ │ │ │ ├── depthwise_conv.cc │ │ │ │ ├── fully_connected.cc │ │ │ │ ├── mul.cc │ │ │ │ ├── pooling.cc │ │ │ │ ├── softmax.cc │ │ │ │ └── svdf.cc │ │ │ ├── comparisons.cc │ │ │ ├── comparisons_test.cc │ │ │ ├── concatenation.cc │ │ │ ├── concatenation_test.cc │ │ │ ├── conv.cc │ │ │ ├── conv.h │ │ │ ├── conv_common.cc │ │ │ ├── conv_test.cc │ │ │ ├── conv_test.h │ │ │ ├── conv_test_common.cc │ │ │ ├── cumsum.cc │ │ │ ├── cumsum_test.cc │ │ │ ├── depth_to_space.cc │ │ │ ├── depth_to_space_test.cc │ │ │ ├── depthwise_conv.cc │ │ │ ├── depthwise_conv.h │ │ │ ├── depthwise_conv_common.cc │ │ │ ├── depthwise_conv_test.cc │ │ │ ├── dequantize.cc │ │ │ ├── dequantize_test.cc │ │ │ ├── detection_postprocess.cc │ │ │ ├── detection_postprocess_flexbuffers_generated_data.cc │ │ │ ├── detection_postprocess_flexbuffers_generated_data.h │ │ │ ├── detection_postprocess_test.cc │ │ │ ├── elementwise.cc │ │ │ ├── elementwise_test.cc │ │ │ ├── elu.cc │ │ │ ├── elu_test.cc │ │ │ ├── ethos_u │ │ │ │ ├── README.md │ │ │ │ └── ethosu.cc │ │ │ ├── ethosu.cc │ │ │ ├── ethosu.h │ │ │ ├── exp.cc │ │ │ ├── exp_test.cc │ │ │ ├── expand_dims.cc │ │ │ ├── expand_dims_test.cc │ │ │ ├── fill.cc │ │ │ ├── fill_test.cc │ │ │ ├── floor.cc │ │ │ ├── floor_div.cc │ │ │ ├── floor_div_test.cc │ │ │ ├── floor_mod.cc │ │ │ ├── floor_mod_test.cc │ │ │ ├── floor_test.cc │ │ │ ├── fully_connected.cc │ │ │ ├── fully_connected.h │ │ │ ├── fully_connected_common.cc │ │ │ ├── fully_connected_test.cc │ │ │ ├── gather.cc │ │ │ ├── gather_nd.cc │ │ │ ├── gather_nd_test.cc │ │ │ ├── gather_test.cc │ │ │ ├── hard_swish.cc │ │ │ ├── hard_swish_test.cc │ │ │ ├── if.cc │ │ │ ├── if_test.cc │ │ │ ├── kernel_runner.cc │ │ │ ├── kernel_runner.h │ │ │ ├── kernel_util.cc │ │ │ ├── kernel_util.h │ │ │ ├── l2_pool_2d.cc │ │ │ ├── l2_pool_2d_test.cc │ │ │ ├── l2norm.cc │ │ │ ├── l2norm_test.cc │ │ │ ├── leaky_relu.cc │ │ │ ├── leaky_relu_test.cc │ │ │ ├── log_softmax.cc │ │ │ ├── log_softmax_test.cc │ │ │ ├── logical.cc │ │ │ ├── logical_test.cc │ │ │ ├── logistic.cc │ │ │ ├── logistic_test.cc │ │ │ ├── maximum_minimum.cc │ │ │ ├── maximum_minimum_test.cc │ │ │ ├── micro_ops.h │ │ │ ├── micro_utils.h │ │ │ ├── mul.cc │ │ │ ├── mul_test.cc │ │ │ ├── neg.cc │ │ │ ├── neg_test.cc │ │ │ ├── pack.cc │ │ │ ├── pack_test.cc │ │ │ ├── pad.cc │ │ │ ├── pad_test.cc │ │ │ ├── pooling.cc │ │ │ ├── pooling_test.cc │ │ │ ├── prelu.cc │ │ │ ├── prelu_test.cc │ │ │ ├── quantization_util_test.cc │ │ │ ├── quantize.cc │ │ │ ├── quantize.h │ │ │ ├── quantize_common.cc │ │ │ ├── quantize_test.cc │ │ │ ├── reduce.cc │ │ │ ├── reduce_test.cc │ │ │ ├── reshape.cc │ │ │ ├── reshape_test.cc │ │ │ ├── resize_bilinear.cc │ │ │ ├── resize_bilinear_test.cc │ │ │ ├── resize_nearest_neighbor.cc │ │ │ ├── resize_nearest_neighbor_test.cc │ │ │ ├── round.cc │ │ │ ├── round_test.cc │ │ │ ├── shape.cc │ │ │ ├── shape_test.cc │ │ │ ├── softmax.cc │ │ │ ├── softmax.h │ │ │ ├── softmax_common.cc │ │ │ ├── softmax_test.cc │ │ │ ├── space_to_batch_nd.cc │ │ │ ├── space_to_batch_nd_test.cc │ │ │ ├── space_to_depth.cc │ │ │ ├── space_to_depth_test.cc │ │ │ ├── split.cc │ │ │ ├── split_test.cc │ │ │ ├── split_v.cc │ │ │ ├── split_v_test.cc │ │ │ ├── squeeze.cc │ │ │ ├── squeeze_test.cc │ │ │ ├── strided_slice.cc │ │ │ ├── strided_slice_test.cc │ │ │ ├── sub.cc │ │ │ ├── sub_test.cc │ │ │ ├── svdf.cc │ │ │ ├── svdf.h │ │ │ ├── svdf_common.cc │ │ │ ├── svdf_test.cc │ │ │ ├── tanh.cc │ │ │ ├── tanh_test.cc │ │ │ ├── test_data_generation │ │ │ │ ├── BUILD │ │ │ │ ├── README.md │ │ │ │ ├── generate_circular_buffer_flexbuffers_data.cc │ │ │ │ └── generate_detection_postprocess_flexbuffers_data.cc │ │ │ ├── transpose.cc │ │ │ ├── transpose_conv.cc │ │ │ ├── transpose_conv_test.cc │ │ │ ├── transpose_test.cc │ │ │ ├── unpack.cc │ │ │ ├── unpack_test.cc │ │ │ ├── vexriscv │ │ │ │ ├── README.md │ │ │ │ ├── depthwise_conv.cc │ │ │ │ ├── doc │ │ │ │ │ └── DepthwiseConv2D_int8.md │ │ │ │ └── utils │ │ │ │ │ ├── README.md │ │ │ │ │ ├── gdb_regex.json │ │ │ │ │ └── log_parser.py │ │ │ ├── xtensa │ │ │ │ ├── conv.cc │ │ │ │ ├── conv_hifi.cc │ │ │ │ ├── conv_hifimini.cc │ │ │ │ ├── depthwise_conv.cc │ │ │ │ ├── fixedpoint_utils.h │ │ │ │ ├── fully_connected.cc │ │ │ │ ├── quantize.cc │ │ │ │ ├── softmax.cc │ │ │ │ ├── softmax_int8_int16.cc │ │ │ │ ├── svdf.cc │ │ │ │ ├── xtensa.h │ │ │ │ ├── xtensa_conv.h │ │ │ │ └── xtensa_softmax.h │ │ │ ├── zeros_like.cc │ │ │ └── zeros_like_test.cc │ │ ├── mbed │ │ │ └── debug_log.cc │ │ ├── memory_arena_threshold_test.cc │ │ ├── memory_helpers.cc │ │ ├── memory_helpers.h │ │ ├── memory_helpers_test.cc │ │ ├── memory_planner │ │ │ ├── BUILD │ │ │ ├── greedy_memory_planner.cc │ │ │ ├── greedy_memory_planner.h │ │ │ ├── greedy_memory_planner_test.cc │ │ │ ├── linear_memory_planner.cc │ │ │ ├── linear_memory_planner.h │ │ │ ├── linear_memory_planner_test.cc │ │ │ └── memory_planner.h │ │ ├── micro_allocator.cc │ │ ├── micro_allocator.h │ │ ├── micro_allocator_test.cc │ │ ├── micro_error_reporter.cc │ │ ├── micro_error_reporter.h │ │ ├── micro_error_reporter_test.cc │ │ ├── micro_graph.cc │ │ ├── micro_graph.h │ │ ├── micro_interpreter.cc │ │ ├── micro_interpreter.h │ │ ├── micro_interpreter_test.cc │ │ ├── micro_mutable_op_resolver.h │ │ ├── micro_mutable_op_resolver_test.cc │ │ ├── micro_op_resolver.h │ │ ├── micro_profiler.cc │ │ ├── micro_profiler.h │ │ ├── micro_string.cc │ │ ├── micro_string.h │ │ ├── micro_string_test.cc │ │ ├── micro_time.cc │ │ ├── micro_time.h │ │ ├── micro_time_test.cc │ │ ├── micro_utils.cc │ │ ├── micro_utils.h │ │ ├── micro_utils_test.cc │ │ ├── mock_micro_graph.cc │ │ ├── mock_micro_graph.h │ │ ├── openmvcam │ │ │ └── debug_log.cc │ │ ├── recording_micro_allocator.cc │ │ ├── recording_micro_allocator.h │ │ ├── recording_micro_allocator_test.cc │ │ ├── recording_micro_interpreter.h │ │ ├── recording_simple_memory_allocator.cc │ │ ├── recording_simple_memory_allocator.h │ │ ├── recording_simple_memory_allocator_test.cc │ │ ├── riscv32_mcu │ │ │ ├── README.md │ │ │ └── debug_log.cc │ │ ├── simple_memory_allocator.cc │ │ ├── simple_memory_allocator.h │ │ ├── simple_memory_allocator_test.cc │ │ ├── sparkfun_edge │ │ │ ├── debug_log.cc │ │ │ ├── micro_time.cc │ │ │ └── system_setup.cc │ │ ├── spresense │ │ │ ├── compiler_specific.cc │ │ │ └── debug_log.cc │ │ ├── stm32f4 │ │ │ └── debug_log.cc │ │ ├── stm32f4HAL │ │ │ └── debug_log.cc │ │ ├── system_setup.cc │ │ ├── system_setup.h │ │ ├── test_helpers.cc │ │ ├── test_helpers.h │ │ ├── testing │ │ │ ├── BUILD │ │ │ ├── Dockerfile.riscv │ │ │ ├── bluepill.resc │ │ │ ├── bluepill_nontest.resc │ │ │ ├── generate_test_models.py │ │ │ ├── leon_commands │ │ │ ├── micro_test.h │ │ │ ├── robot.resource.txt │ │ │ ├── sifive_fe310.resc │ │ │ ├── stm32f4.resc │ │ │ ├── test_conv_model.cc │ │ │ ├── test_conv_model.h │ │ │ ├── test_ecm3531_binary.sh │ │ │ ├── test_hexagon_binary.sh │ │ │ ├── test_leon_binary.sh │ │ │ ├── test_with_arm_corstone_300.sh │ │ │ ├── test_with_renode.sh │ │ │ ├── test_xcore_binary.sh │ │ │ ├── test_xtensa_binary.sh │ │ │ └── util_test.cc │ │ ├── testing_helpers_test.cc │ │ ├── tools │ │ │ ├── ci_build │ │ │ │ ├── ci_build_micro_projects.sh │ │ │ │ ├── helper_functions.sh │ │ │ │ ├── install_arduino_cli.sh │ │ │ │ ├── install_mbed_cli.sh │ │ │ │ ├── test_all.sh │ │ │ │ ├── test_arc.sh │ │ │ │ ├── test_arduino.sh │ │ │ │ ├── test_arduino_library.sh │ │ │ │ ├── test_bazel.sh │ │ │ │ ├── test_bluepill.sh │ │ │ │ ├── test_code_style.sh │ │ │ │ ├── test_cortex_m_corstone_300.sh │ │ │ │ ├── test_cortex_m_generic.sh │ │ │ │ ├── test_esp32.sh │ │ │ │ ├── test_makefile.sh │ │ │ │ ├── test_mbed.sh │ │ │ │ ├── test_mbed_library.sh │ │ │ │ ├── test_project_generation.sh │ │ │ │ ├── test_sparkfun.sh │ │ │ │ ├── test_stm32f4.sh │ │ │ │ ├── test_x86.sh │ │ │ │ └── test_xtensa_fusion_f1.sh │ │ │ ├── dev_setup │ │ │ │ └── pre-push.tflm │ │ │ ├── make │ │ │ │ ├── .gitignore │ │ │ │ ├── Makefile │ │ │ │ ├── additional_kernels.inc │ │ │ │ ├── additional_tests.inc │ │ │ │ ├── arm_gcc_download.sh │ │ │ │ ├── bash_helpers.sh │ │ │ │ ├── check_optimized_kernel_dir.sh │ │ │ │ ├── corstone_300_download.sh │ │ │ │ ├── download_and_extract.sh │ │ │ │ ├── ethos_u_core_platform_download.sh │ │ │ │ ├── ext_libs │ │ │ │ │ ├── arc_mli.inc │ │ │ │ │ ├── ceva.inc │ │ │ │ │ ├── cmsis_download.sh │ │ │ │ │ ├── cmsis_nn.inc │ │ │ │ │ ├── ethos_u.inc │ │ │ │ │ ├── hexagon.inc │ │ │ │ │ ├── person_detection_int8_vela_convert.sh │ │ │ │ │ ├── stm32_bare_lib_download.sh │ │ │ │ │ ├── vexriscv.inc │ │ │ │ │ ├── xtensa.inc │ │ │ │ │ ├── xtensa_depthwise_patch_hifi5.patch │ │ │ │ │ ├── xtensa_download.sh │ │ │ │ │ └── xtensa_patch.patch │ │ │ │ ├── fix_arduino_subfolders.py │ │ │ │ ├── fix_arduino_subfolders_test.sh │ │ │ │ ├── flatbuffers_download.sh │ │ │ │ ├── generate_keil_project.py │ │ │ │ ├── generate_keil_project_test.sh │ │ │ │ ├── helper_functions.inc │ │ │ │ ├── merge_arduino_zips.py │ │ │ │ ├── merge_arduino_zips_test.sh │ │ │ │ ├── person_detection_int8_download.sh │ │ │ │ ├── pigweed.patch │ │ │ │ ├── pigweed_download.sh │ │ │ │ ├── renode_download.sh │ │ │ │ ├── targets │ │ │ │ │ ├── apollo3evb │ │ │ │ │ │ ├── .gitignore │ │ │ │ │ │ ├── apollo3evb.ld │ │ │ │ │ │ └── prep_apollo3_files.sh │ │ │ │ │ ├── apollo3evb_makefile.inc │ │ │ │ │ ├── arc │ │ │ │ │ │ ├── README.md │ │ │ │ │ │ ├── arc_common.inc │ │ │ │ │ │ └── emsdp │ │ │ │ │ │ │ ├── emsdp.lcf │ │ │ │ │ │ │ └── emsdp_v2.lcf │ │ │ │ │ ├── arc_custom_makefile.inc │ │ │ │ │ ├── arc_emsdp_makefile.inc │ │ │ │ │ ├── bluepill │ │ │ │ │ │ └── bluepill.lds │ │ │ │ │ ├── bluepill_makefile.inc │ │ │ │ │ ├── ceva │ │ │ │ │ │ ├── CEVA_BX1_TFLM.ld │ │ │ │ │ │ ├── CEVA_BX1_TFLM_18.0.2.ld │ │ │ │ │ │ ├── CEVA_BX1_TFLM_18.0.3.ld │ │ │ │ │ │ ├── CEVA_BX1_TFLM_18.0.5.ld │ │ │ │ │ │ └── CEVA_SP500_TFLM.ld │ │ │ │ │ ├── ceva_makefile.inc │ │ │ │ │ ├── chre_makefile.inc │ │ │ │ │ ├── cortex_m_corstone_300_makefile.inc │ │ │ │ │ ├── cortex_m_generic_makefile.inc │ │ │ │ │ ├── disco_f746ng_makefile.inc │ │ │ │ │ ├── ecm3531 │ │ │ │ │ │ ├── README.md │ │ │ │ │ │ ├── _main.c │ │ │ │ │ │ ├── ecm3531.lds │ │ │ │ │ │ ├── ecm3531_flash.lds │ │ │ │ │ │ ├── flash_erase │ │ │ │ │ │ ├── flash_program │ │ │ │ │ │ ├── load_program │ │ │ │ │ │ └── startup.c │ │ │ │ │ ├── ecm3531_makefile.inc │ │ │ │ │ ├── esp_makefile.inc │ │ │ │ │ ├── hexagon │ │ │ │ │ │ └── download_hexagon.sh │ │ │ │ │ ├── hexagon_makefile.inc │ │ │ │ │ ├── himax_we1_evb_makefile.inc │ │ │ │ │ ├── leon_makefile.inc │ │ │ │ │ ├── mcu_riscv_makefile.inc │ │ │ │ │ ├── sparkfun_edge_makefile.inc │ │ │ │ │ ├── spresense_makefile.inc │ │ │ │ │ ├── stm32f4 │ │ │ │ │ │ └── stm32f4.lds │ │ │ │ │ ├── stm32f4_makefile.inc │ │ │ │ │ ├── xcore_makefile.inc │ │ │ │ │ ├── xtensa_makefile.inc │ │ │ │ │ └── zephyr_vexriscv_makefile.inc │ │ │ │ ├── templates │ │ │ │ │ ├── AUDIO_DISCO_F746NG.lib.tpl │ │ │ │ │ ├── BSP_DISCO_F746NG.lib.tpl │ │ │ │ │ ├── LCD_DISCO_F746NG.lib.tpl │ │ │ │ │ ├── Makefile.tpl │ │ │ │ │ ├── README_KEIL.md.tpl │ │ │ │ │ ├── README_MAKE.md.tpl │ │ │ │ │ ├── README_MBED.md.tpl │ │ │ │ │ ├── SDRAM_DISCO_F746NG.lib.tpl │ │ │ │ │ ├── TensorFlowLite.h │ │ │ │ │ ├── arc │ │ │ │ │ │ ├── README_ARC.md.tpl │ │ │ │ │ │ ├── README_ARC_EMSDP.md.tpl │ │ │ │ │ │ └── arc_app_makefile.tpl │ │ │ │ │ ├── arduino_example.ino │ │ │ │ │ ├── ceva │ │ │ │ │ │ └── ceva_app_makefile_v18.0.5.tpl │ │ │ │ │ ├── ceva_SP500 │ │ │ │ │ │ └── ceva_app_makefile.tpl │ │ │ │ │ ├── esp │ │ │ │ │ │ ├── CMakeLists.txt.tpl │ │ │ │ │ │ ├── README_ESP.md.tpl │ │ │ │ │ │ ├── components │ │ │ │ │ │ │ └── tfmicro │ │ │ │ │ │ │ │ └── CMakeLists.txt.tpl │ │ │ │ │ │ └── main │ │ │ │ │ │ │ └── CMakeLists.txt.tpl │ │ │ │ │ ├── keil_project.uvprojx.tpl │ │ │ │ │ ├── library.properties │ │ │ │ │ ├── mbed-os.lib.tpl │ │ │ │ │ ├── mbed_app.json.tpl │ │ │ │ │ ├── tasks.json.make.tpl │ │ │ │ │ ├── tasks.json.mbed.tpl │ │ │ │ │ └── zephyr_cmake_project.cmake.tpl │ │ │ │ ├── third_party_downloads.inc │ │ │ │ ├── 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