├── .gitignore ├── Comparissons.txt ├── CubeMXAI ├── 001Sine │ ├── .ai │ │ ├── sine_model_c_graph.json │ │ └── sine_model_report.json │ ├── .mxproject │ ├── Inc │ │ ├── app_x-cube-ai.h │ │ ├── constants_ai.h │ │ ├── crc.h │ │ ├── gpio.h │ │ ├── main.h │ │ ├── sine_model.h │ │ ├── sine_model_data.h │ │ ├── stm32f4xx_hal_conf.h │ │ ├── stm32f4xx_it.h │ │ ├── tim.h │ │ └── usart.h │ ├── MDK-ARM │ │ ├── RTE │ │ │ └── _STM32F407_AI_Sine │ │ │ │ └── RTE_Components.h │ │ ├── STM32F407_AI_Sine.uvguix.fpolo │ │ ├── STM32F407_AI_Sine.uvoptx │ │ ├── STM32F407_AI_Sine.uvprojx │ │ ├── STM32F407_AI_Sine │ │ │ ├── STM32F407_AI_Sine.build_log.htm │ │ │ └── STM32F407_AI_Sine.htm │ │ └── startup_stm32f407xx.s │ ├── Middlewares │ │ └── ST │ │ │ └── AI │ │ │ ├── Inc │ │ │ ├── ai_common_config.h │ │ │ ├── ai_datatypes_defines.h │ │ │ ├── ai_datatypes_format.h │ │ │ ├── ai_datatypes_internal.h │ │ │ ├── ai_log.h │ │ │ ├── ai_math_helpers.h │ │ │ ├── ai_network_inspector.h │ │ │ ├── ai_platform.h │ │ │ ├── ai_platform_interface.h │ │ │ ├── core_common.h │ │ │ ├── core_convert.h │ │ │ ├── core_datatypes.h │ │ │ ├── core_log.h │ │ │ ├── core_net_inspect.h │ │ │ ├── core_net_inspect_interface.h │ │ │ ├── datatypes_network.h │ │ │ ├── formats_list.h │ │ │ ├── layers.h │ │ │ ├── layers_common.h │ │ │ ├── layers_conv2d.h │ │ │ ├── layers_dense.h │ │ │ ├── layers_generic.h │ │ │ ├── layers_list.h │ │ │ ├── layers_nl.h │ │ │ ├── layers_norm.h │ │ │ ├── layers_pool.h │ │ │ ├── layers_rnn.h │ │ │ └── layers_sm.h │ │ │ └── Lib │ │ │ └── NetworkRuntime520_CM4_Keil.lib │ ├── STM32F407_AI_Sine.ioc │ ├── Src │ │ ├── app_x-cube-ai.c │ │ ├── crc.c │ │ ├── gpio.c │ │ ├── main.c │ │ ├── sine_model.c │ │ ├── sine_model_data.c │ │ ├── stm32f4xx_hal_msp.c │ │ ├── stm32f4xx_it.c │ │ ├── system_stm32f4xx.c │ │ ├── tim.c │ │ └── usart.c │ └── sine_model_generate_report.txt ├── 002SineQuanti8 │ ├── .ai │ │ ├── sine_model_c_graph.json │ │ └── sine_model_report.json │ ├── .mxproject │ ├── Inc │ │ ├── app_x-cube-ai.h │ │ ├── constants_ai.h │ │ ├── crc.h │ │ ├── gpio.h │ │ ├── main.h │ │ ├── sine_model.h │ │ ├── sine_model_data.h │ │ ├── stm32f4xx_hal_conf.h │ │ ├── stm32f4xx_it.h │ │ ├── tim.h │ │ └── usart.h │ ├── MDK-ARM │ │ ├── RTE │ │ │ └── _STM32F407_AI_Sine │ │ │ │ └── RTE_Components.h │ │ ├── STM32F407_AI_Sine.uvguix.fpolo │ │ ├── STM32F407_AI_Sine.uvoptx │ │ ├── STM32F407_AI_Sine.uvprojx │ │ ├── STM32F407_AI_Sine │ │ │ ├── STM32F407_AI_Sine.build_log.htm │ │ │ └── STM32F407_AI_Sine.htm │ │ └── startup_stm32f407xx.s │ ├── Middlewares │ │ └── ST │ │ │ └── AI │ │ │ ├── Inc │ │ │ ├── ai_common_config.h │ │ │ ├── ai_datatypes_defines.h │ │ │ ├── ai_datatypes_format.h │ │ │ ├── ai_datatypes_internal.h │ │ │ ├── ai_log.h │ │ │ ├── ai_math_helpers.h │ │ │ ├── ai_network_inspector.h │ │ │ ├── ai_platform.h │ │ │ ├── ai_platform_interface.h │ │ │ ├── core_common.h │ │ │ ├── core_convert.h │ │ │ ├── core_datatypes.h │ │ │ ├── core_log.h │ │ │ ├── core_net_inspect.h │ │ │ ├── core_net_inspect_interface.h │ │ │ ├── datatypes_network.h │ │ │ ├── formats_list.h │ │ │ ├── layers.h │ │ │ ├── layers_common.h │ │ │ ├── layers_conv2d.h │ │ │ ├── layers_dense.h │ │ │ ├── layers_generic.h │ │ │ ├── layers_list.h │ │ │ ├── layers_nl.h │ │ │ ├── layers_norm.h │ │ │ ├── layers_pool.h │ │ │ ├── layers_rnn.h │ │ │ └── layers_sm.h │ │ │ └── Lib │ │ │ └── NetworkRuntime520_CM4_Keil.lib │ ├── STM32F407_AI_Sine.ioc │ ├── Src │ │ ├── app_x-cube-ai.c │ │ ├── crc.c │ │ ├── gpio.c │ │ ├── main.c │ │ ├── sine_model.c │ │ ├── sine_model_data.c │ │ ├── stm32f4xx_hal_msp.c │ │ ├── stm32f4xx_it.c │ │ ├── system_stm32f4xx.c │ │ ├── tim.c │ │ └── usart.c │ └── sine_model_generate_report.txt └── 003MagicWand │ ├── .mxproject │ ├── BNO055 │ ├── LICENSE │ ├── README.md │ ├── bno055.c │ ├── bno055.h │ ├── bno055_stm32.h │ └── bno055_support.c │ ├── EdgeImpulse.my-smartphone-motion-project.1.0.5.pack │ ├── Inc │ ├── crc.h │ ├── gpio.h │ ├── i2c.h │ ├── main.h │ ├── stm32f4xx_hal_conf.h │ ├── stm32f4xx_it.h │ ├── tim.h │ └── usart.h │ ├── MDK-ARM │ ├── EventRecorderStub.scvd │ ├── RTE │ │ ├── Compiler │ │ │ └── EventRecorderConf.h │ │ ├── _STM32F407_AI │ │ │ └── RTE_Components.h │ │ └── _STM32F407_AI_EventRecorder │ │ │ └── RTE_Components.h │ ├── STM32F407_AI.uvguix.fpolo │ ├── STM32F407_AI.uvoptx │ ├── STM32F407_AI.uvprojx │ ├── STM32F407_AI │ │ ├── ExtDll.iex │ │ ├── STM32F407_AI.build_log.htm │ │ └── STM32F407_AI.htm │ └── startup_stm32f407xx.s │ ├── Middlewares │ └── Third_Party │ │ └── MachineLearning │ │ └── edgeimpulse │ │ ├── Middlewares │ │ └── ST │ │ │ └── AI │ │ │ ├── Inc │ │ │ ├── ai_common_config.h │ │ │ ├── ai_datatypes_defines.h │ │ │ ├── ai_datatypes_format.h │ │ │ ├── ai_datatypes_internal.h │ │ │ ├── ai_log.h │ │ │ ├── ai_math_helpers.h │ │ │ ├── ai_network_inspector.h │ │ │ ├── ai_platform.h │ │ │ ├── ai_platform_interface.h │ │ │ ├── core_common.h │ │ │ ├── core_convert.h │ │ │ ├── core_datatypes.h │ │ │ ├── core_log.h │ │ │ ├── core_net_inspect.h │ │ │ ├── core_net_inspect_interface.h │ │ │ ├── datatypes_network.h │ │ │ ├── formats_list.h │ │ │ ├── layers.h │ │ │ ├── layers_common.h │ │ │ ├── layers_conv2d.h │ │ │ ├── layers_dense.h │ │ │ ├── layers_generic.h │ │ │ ├── layers_list.h │ │ │ ├── layers_nl.h │ │ │ ├── layers_norm.h │ │ │ ├── layers_pool.h │ │ │ ├── layers_rnn.h │ │ │ └── layers_sm.h │ │ │ └── Lib │ │ │ └── MDK │ │ │ ├── ARMCortexM33 │ │ │ └── NetworkRuntime500_CM33_Keil.lib │ │ │ ├── ARMCortexM4 │ │ │ └── NetworkRuntime500_CM4_Keil.lib │ │ │ ├── ARMCortexM7 │ │ │ └── NetworkRuntime500_CM7_Keil.lib │ │ │ └── STM32H7 │ │ │ └── NetworkRuntime500_CM7_Keil.lib │ │ ├── cubeai-model │ │ ├── network.c │ │ ├── network.h │ │ ├── network_data.c │ │ ├── network_data.h │ │ └── network_generate_report.txt │ │ ├── edge-impulse-sdk │ │ ├── .gitignore │ │ ├── .mbedignore │ │ ├── CMSIS │ │ │ ├── .clang-format │ │ │ ├── DSP │ │ │ │ ├── Include │ │ │ │ │ ├── arm_common_tables.h │ │ │ │ │ ├── arm_common_tables_f16.h │ │ │ │ │ ├── arm_const_structs.h │ │ │ │ │ ├── arm_const_structs_f16.h │ │ │ │ │ ├── arm_helium_utils.h │ │ │ │ │ ├── arm_math.h │ │ │ │ │ ├── arm_math_f16.h │ │ │ │ │ ├── arm_mve_tables.h │ │ │ │ │ ├── arm_mve_tables_f16.h │ │ │ │ │ └── arm_vec_math.h │ │ │ │ ├── PrivateInclude │ │ │ │ │ ├── arm_sorting.h │ │ │ │ │ ├── arm_vec_fft.h │ │ │ │ │ └── arm_vec_filtering.h │ │ │ │ └── Source │ │ │ │ │ ├── BasicMathFunctions │ │ │ │ │ ├── BasicMathFunctionsF16.c │ │ │ │ │ ├── arm_abs_f16.c │ │ │ │ │ ├── arm_abs_f32.c │ │ │ │ │ ├── arm_abs_q15.c │ │ │ │ │ ├── arm_abs_q31.c │ │ │ │ │ ├── arm_abs_q7.c │ │ │ │ │ ├── arm_add_f16.c │ │ │ │ │ ├── arm_add_f32.c │ │ │ │ │ ├── arm_add_q15.c │ │ │ │ │ ├── arm_add_q31.c │ │ │ │ │ ├── arm_add_q7.c │ │ │ │ │ ├── arm_and_u16.c │ │ │ │ │ ├── arm_and_u32.c │ │ │ │ │ ├── arm_and_u8.c │ │ │ │ │ ├── arm_dot_prod_f16.c │ │ │ │ │ ├── arm_dot_prod_f32.c │ │ │ │ │ ├── arm_dot_prod_q15.c │ │ │ │ │ ├── arm_dot_prod_q31.c │ │ │ │ │ ├── arm_dot_prod_q7.c │ │ │ │ │ ├── arm_mult_f16.c │ │ │ │ │ ├── arm_mult_f32.c │ │ │ │ │ ├── arm_mult_q15.c │ │ │ │ │ ├── arm_mult_q31.c │ │ │ │ │ ├── arm_mult_q7.c │ │ │ │ │ ├── arm_negate_f16.c │ │ │ │ │ ├── arm_negate_f32.c │ │ │ │ │ ├── arm_negate_q15.c │ │ │ │ │ ├── arm_negate_q31.c │ │ │ │ │ ├── arm_negate_q7.c │ │ │ │ │ ├── arm_not_u16.c │ │ │ │ │ ├── arm_not_u32.c │ │ │ │ │ ├── arm_not_u8.c │ │ │ │ │ ├── arm_offset_f16.c │ │ │ │ │ ├── arm_offset_f32.c │ │ │ │ │ ├── arm_offset_q15.c │ │ │ │ │ ├── arm_offset_q31.c │ │ │ │ │ ├── arm_offset_q7.c │ │ │ │ │ ├── arm_or_u16.c │ │ │ │ │ ├── arm_or_u32.c │ │ │ │ │ ├── arm_or_u8.c │ │ │ │ │ ├── arm_scale_f16.c │ │ │ │ │ ├── arm_scale_f32.c │ │ │ │ │ ├── arm_scale_q15.c │ │ │ │ │ ├── arm_scale_q31.c │ │ │ │ │ ├── arm_scale_q7.c │ │ │ │ │ ├── arm_shift_q15.c │ │ │ │ │ ├── arm_shift_q31.c │ │ │ │ │ ├── arm_shift_q7.c │ │ │ │ │ ├── arm_sub_f16.c │ │ │ │ │ ├── arm_sub_f32.c │ │ │ │ │ ├── arm_sub_q15.c │ │ │ │ │ ├── arm_sub_q31.c │ │ │ │ │ ├── arm_sub_q7.c │ │ │ │ │ ├── arm_xor_u16.c │ │ │ │ │ ├── arm_xor_u32.c │ │ │ │ │ └── arm_xor_u8.c │ │ │ │ │ ├── BayesFunctions │ │ │ │ │ └── arm_gaussian_naive_bayes_predict_f32.c │ │ │ │ │ ├── CommonTables │ │ │ │ │ ├── CommonTablesF16.c │ │ │ │ │ ├── arm_common_tables.c │ │ │ │ │ ├── arm_common_tables_f16.c │ │ │ │ │ ├── arm_const_structs.c │ │ │ │ │ ├── arm_const_structs_f16.c │ │ │ │ │ ├── arm_mve_tables.c │ │ │ │ │ └── arm_mve_tables_f16.c │ │ │ │ │ ├── ComplexMathFunctions │ │ │ │ │ ├── arm_cmplx_conj_f32.c │ │ │ │ │ ├── arm_cmplx_conj_q15.c │ │ │ │ │ ├── arm_cmplx_conj_q31.c │ │ │ │ │ ├── arm_cmplx_dot_prod_f32.c │ │ │ │ │ ├── arm_cmplx_dot_prod_q15.c │ │ │ │ │ ├── arm_cmplx_dot_prod_q31.c │ │ │ │ │ ├── arm_cmplx_mag_f32.c │ │ │ │ │ ├── arm_cmplx_mag_q15.c │ │ │ │ │ ├── arm_cmplx_mag_q31.c │ │ │ │ │ ├── arm_cmplx_mag_squared_f32.c │ │ │ │ │ ├── arm_cmplx_mag_squared_q15.c │ │ │ │ │ ├── arm_cmplx_mag_squared_q31.c │ │ │ │ │ ├── arm_cmplx_mult_cmplx_f32.c │ │ │ │ │ ├── arm_cmplx_mult_cmplx_q15.c │ │ │ │ │ ├── arm_cmplx_mult_cmplx_q31.c │ │ │ │ │ ├── arm_cmplx_mult_real_f32.c │ │ │ │ │ ├── arm_cmplx_mult_real_q15.c │ │ │ │ │ └── arm_cmplx_mult_real_q31.c │ │ │ │ │ ├── ControllerFunctions │ │ │ │ │ ├── arm_pid_init_f32.c │ │ │ │ │ ├── arm_pid_init_q15.c │ │ │ │ │ ├── arm_pid_init_q31.c │ │ │ │ │ ├── arm_pid_reset_f32.c │ │ │ │ │ ├── arm_pid_reset_q15.c │ │ │ │ │ ├── arm_pid_reset_q31.c │ │ │ │ │ ├── arm_sin_cos_f32.c │ │ │ │ │ └── arm_sin_cos_q31.c │ │ │ │ │ ├── DistanceFunctions │ │ │ │ │ ├── arm_boolean_distance.c │ │ │ │ │ ├── arm_boolean_distance_template.h │ │ │ │ │ ├── arm_braycurtis_distance_f32.c │ │ │ │ │ ├── arm_canberra_distance_f32.c │ │ │ │ │ ├── arm_chebyshev_distance_f32.c │ │ │ │ │ ├── arm_cityblock_distance_f32.c │ │ │ │ │ ├── arm_correlation_distance_f32.c │ │ │ │ │ ├── arm_cosine_distance_f32.c │ │ │ │ │ ├── arm_dice_distance.c │ │ │ │ │ ├── arm_euclidean_distance_f32.c │ │ │ │ │ ├── arm_hamming_distance.c │ │ │ │ │ ├── arm_jaccard_distance.c │ │ │ │ │ ├── arm_jensenshannon_distance_f32.c │ │ │ │ │ ├── arm_kulsinski_distance.c │ │ │ │ │ ├── arm_minkowski_distance_f32.c │ │ │ │ │ ├── arm_rogerstanimoto_distance.c │ │ │ │ │ ├── arm_russellrao_distance.c │ │ │ │ │ ├── arm_sokalmichener_distance.c │ │ │ │ │ ├── arm_sokalsneath_distance.c │ │ │ │ │ └── arm_yule_distance.c │ │ │ │ │ ├── FastMathFunctions │ │ │ │ │ ├── arm_cos_f32.c │ │ │ │ │ ├── arm_cos_q15.c │ │ │ │ │ ├── arm_cos_q31.c │ │ │ │ │ ├── arm_sin_f32.c │ │ │ │ │ ├── arm_sin_q15.c │ │ │ │ │ ├── arm_sin_q31.c │ │ │ │ │ ├── arm_sqrt_q15.c │ │ │ │ │ ├── arm_sqrt_q31.c │ │ │ │ │ ├── arm_vexp_f32.c │ │ │ │ │ └── arm_vlog_f32.c │ │ │ │ │ ├── FilteringFunctions │ │ │ │ │ ├── arm_biquad_cascade_df1_32x64_init_q31.c │ │ │ │ │ ├── arm_biquad_cascade_df1_32x64_q31.c │ │ │ │ │ ├── arm_biquad_cascade_df1_f32.c │ │ │ │ │ ├── arm_biquad_cascade_df1_fast_q15.c │ │ │ │ │ ├── arm_biquad_cascade_df1_fast_q31.c │ │ │ │ │ ├── arm_biquad_cascade_df1_init_f32.c │ │ │ │ │ ├── arm_biquad_cascade_df1_init_q15.c │ │ │ │ │ ├── arm_biquad_cascade_df1_init_q31.c │ │ │ │ │ ├── arm_biquad_cascade_df1_q15.c │ │ │ │ │ ├── arm_biquad_cascade_df1_q31.c │ │ │ │ │ ├── arm_biquad_cascade_df2T_f32.c │ │ │ │ │ ├── arm_biquad_cascade_df2T_f64.c │ │ │ │ │ ├── arm_biquad_cascade_df2T_init_f32.c │ │ │ │ │ ├── arm_biquad_cascade_df2T_init_f64.c │ │ │ │ │ ├── arm_biquad_cascade_stereo_df2T_f32.c │ │ │ │ │ ├── arm_biquad_cascade_stereo_df2T_init_f32.c │ │ │ │ │ ├── arm_conv_f32.c │ │ │ │ │ ├── arm_conv_fast_opt_q15.c │ │ │ │ │ ├── arm_conv_fast_q15.c │ │ │ │ │ ├── arm_conv_fast_q31.c │ │ │ │ │ ├── arm_conv_opt_q15.c │ │ │ │ │ ├── arm_conv_opt_q7.c │ │ │ │ │ ├── arm_conv_partial_f32.c │ │ │ │ │ ├── arm_conv_partial_fast_opt_q15.c │ │ │ │ │ ├── arm_conv_partial_fast_q15.c │ │ │ │ │ ├── arm_conv_partial_fast_q31.c │ │ │ │ │ ├── arm_conv_partial_opt_q15.c │ │ │ │ │ ├── arm_conv_partial_opt_q7.c │ │ │ │ │ ├── arm_conv_partial_q15.c │ │ │ │ │ ├── arm_conv_partial_q31.c │ │ │ │ │ ├── arm_conv_partial_q7.c │ │ │ │ │ ├── arm_conv_q15.c │ │ │ │ │ ├── arm_conv_q31.c │ │ │ │ │ ├── arm_conv_q7.c │ │ │ │ │ ├── arm_correlate_f32.c │ │ │ │ │ ├── arm_correlate_fast_opt_q15.c │ │ │ │ │ ├── arm_correlate_fast_q15.c │ │ │ │ │ ├── arm_correlate_fast_q31.c │ │ │ │ │ ├── arm_correlate_opt_q15.c │ │ │ │ │ ├── arm_correlate_opt_q7.c │ │ │ │ │ ├── arm_correlate_q15.c │ │ │ │ │ ├── arm_correlate_q31.c │ │ │ │ │ ├── arm_correlate_q7.c │ │ │ │ │ ├── arm_fir_decimate_f32.c │ │ │ │ │ ├── arm_fir_decimate_fast_q15.c │ │ │ │ │ ├── arm_fir_decimate_fast_q31.c │ │ │ │ │ ├── arm_fir_decimate_init_f32.c │ │ │ │ │ ├── arm_fir_decimate_init_q15.c │ │ │ │ │ ├── arm_fir_decimate_init_q31.c │ │ │ │ │ ├── arm_fir_decimate_q15.c │ │ │ │ │ ├── arm_fir_decimate_q31.c │ │ │ │ │ ├── arm_fir_f32.c │ │ │ │ │ ├── arm_fir_fast_q15.c │ │ │ │ │ ├── arm_fir_fast_q31.c │ │ │ │ │ ├── arm_fir_init_f32.c │ │ │ │ │ ├── arm_fir_init_q15.c │ │ │ │ │ ├── arm_fir_init_q31.c │ │ │ │ │ ├── arm_fir_init_q7.c │ │ │ │ │ ├── arm_fir_interpolate_f32.c │ │ │ │ │ ├── arm_fir_interpolate_init_f32.c │ │ │ │ │ ├── arm_fir_interpolate_init_q15.c │ │ │ │ │ ├── arm_fir_interpolate_init_q31.c │ │ │ │ │ ├── arm_fir_interpolate_q15.c │ │ │ │ │ ├── arm_fir_interpolate_q31.c │ │ │ │ │ ├── arm_fir_lattice_f32.c │ │ │ │ │ ├── arm_fir_lattice_init_f32.c │ │ │ │ │ ├── arm_fir_lattice_init_q15.c │ │ │ │ │ ├── arm_fir_lattice_init_q31.c │ │ │ │ │ ├── arm_fir_lattice_q15.c │ │ │ │ │ ├── arm_fir_lattice_q31.c │ │ │ │ │ ├── arm_fir_q15.c │ │ │ │ │ ├── arm_fir_q31.c │ │ │ │ │ ├── arm_fir_q7.c │ │ │ │ │ ├── arm_fir_sparse_f32.c │ │ │ │ │ ├── arm_fir_sparse_init_f32.c │ │ │ │ │ ├── arm_fir_sparse_init_q15.c │ │ │ │ │ ├── arm_fir_sparse_init_q31.c │ │ │ │ │ ├── arm_fir_sparse_init_q7.c │ │ │ │ │ ├── arm_fir_sparse_q15.c │ │ │ │ │ ├── arm_fir_sparse_q31.c │ │ │ │ │ ├── arm_fir_sparse_q7.c │ │ │ │ │ ├── arm_iir_lattice_f32.c │ │ │ │ │ ├── arm_iir_lattice_init_f32.c │ │ │ │ │ ├── arm_iir_lattice_init_q15.c │ │ │ │ │ ├── arm_iir_lattice_init_q31.c │ │ │ │ │ ├── arm_iir_lattice_q15.c │ │ │ │ │ ├── arm_iir_lattice_q31.c │ │ │ │ │ ├── arm_lms_f32.c │ │ │ │ │ ├── arm_lms_init_f32.c │ │ │ │ │ ├── arm_lms_init_q15.c │ │ │ │ │ ├── arm_lms_init_q31.c │ │ │ │ │ ├── arm_lms_norm_f32.c │ │ │ │ │ ├── arm_lms_norm_init_f32.c │ │ │ │ │ ├── arm_lms_norm_init_q15.c │ │ │ │ │ ├── arm_lms_norm_init_q31.c │ │ │ │ │ ├── arm_lms_norm_q15.c │ │ │ │ │ ├── arm_lms_norm_q31.c │ │ │ │ │ ├── arm_lms_q15.c │ │ │ │ │ └── arm_lms_q31.c │ │ │ │ │ ├── MatrixFunctions │ │ │ │ │ ├── arm_mat_add_f32.c │ │ │ │ │ ├── arm_mat_add_q15.c │ │ │ │ │ ├── arm_mat_add_q31.c │ │ │ │ │ ├── arm_mat_cmplx_mult_f32.c │ │ │ │ │ ├── arm_mat_cmplx_mult_q15.c │ │ │ │ │ ├── arm_mat_cmplx_mult_q31.c │ │ │ │ │ ├── arm_mat_init_f32.c │ │ │ │ │ ├── arm_mat_init_q15.c │ │ │ │ │ ├── arm_mat_init_q31.c │ │ │ │ │ ├── arm_mat_inverse_f32.c │ │ │ │ │ ├── arm_mat_inverse_f64.c │ │ │ │ │ ├── arm_mat_mult_f32.c │ │ │ │ │ ├── arm_mat_mult_fast_q15.c │ │ │ │ │ ├── arm_mat_mult_fast_q31.c │ │ │ │ │ ├── arm_mat_mult_q15.c │ │ │ │ │ ├── arm_mat_mult_q31.c │ │ │ │ │ ├── arm_mat_scale_f32.c │ │ │ │ │ ├── arm_mat_scale_q15.c │ │ │ │ │ ├── arm_mat_scale_q31.c │ │ │ │ │ ├── arm_mat_sub_f32.c │ │ │ │ │ ├── arm_mat_sub_q15.c │ │ │ │ │ ├── arm_mat_sub_q31.c │ │ │ │ │ ├── arm_mat_trans_f32.c │ │ │ │ │ ├── arm_mat_trans_q15.c │ │ │ │ │ └── arm_mat_trans_q31.c │ │ │ │ │ ├── SVMFunctions │ │ │ │ │ ├── arm_svm_linear_init_f32.c │ │ │ │ │ ├── arm_svm_linear_predict_f32.c │ │ │ │ │ ├── arm_svm_polynomial_init_f32.c │ │ │ │ │ ├── arm_svm_polynomial_predict_f32.c │ │ │ │ │ ├── arm_svm_rbf_init_f32.c │ │ │ │ │ ├── arm_svm_rbf_predict_f32.c │ │ │ │ │ ├── arm_svm_sigmoid_init_f32.c │ │ │ │ │ └── arm_svm_sigmoid_predict_f32.c │ │ │ │ │ ├── StatisticsFunctions │ │ │ │ │ ├── arm_entropy_f32.c │ │ │ │ │ ├── arm_entropy_f64.c │ │ │ │ │ ├── arm_kullback_leibler_f32.c │ │ │ │ │ ├── arm_kullback_leibler_f64.c │ │ │ │ │ ├── arm_logsumexp_dot_prod_f32.c │ │ │ │ │ ├── arm_logsumexp_f32.c │ │ │ │ │ ├── arm_max_f32.c │ │ │ │ │ ├── arm_max_no_idx_f32.c │ │ │ │ │ ├── arm_max_q15.c │ │ │ │ │ ├── arm_max_q31.c │ │ │ │ │ ├── arm_max_q7.c │ │ │ │ │ ├── arm_mean_f32.c │ │ │ │ │ ├── arm_mean_q15.c │ │ │ │ │ ├── arm_mean_q31.c │ │ │ │ │ ├── arm_mean_q7.c │ │ │ │ │ ├── arm_min_f32.c │ │ │ │ │ ├── arm_min_q15.c │ │ │ │ │ ├── arm_min_q31.c │ │ │ │ │ ├── arm_min_q7.c │ │ │ │ │ ├── arm_power_f32.c │ │ │ │ │ ├── arm_power_q15.c │ │ │ │ │ ├── arm_power_q31.c │ │ │ │ │ ├── arm_power_q7.c │ │ │ │ │ ├── arm_rms_f32.c │ │ │ │ │ ├── arm_rms_q15.c │ │ │ │ │ ├── arm_rms_q31.c │ │ │ │ │ ├── arm_std_f32.c │ │ │ │ │ ├── arm_std_q15.c │ │ │ │ │ ├── arm_std_q31.c │ │ │ │ │ ├── arm_var_f32.c │ │ │ │ │ ├── arm_var_q15.c │ │ │ │ │ └── arm_var_q31.c │ │ │ │ │ ├── SupportFunctions │ │ │ │ │ ├── arm_barycenter_f32.c │ │ │ │ │ ├── arm_bitonic_sort_f32.c │ │ │ │ │ ├── arm_bubble_sort_f32.c │ │ │ │ │ ├── arm_copy_f32.c │ │ │ │ │ ├── arm_copy_q15.c │ │ │ │ │ ├── arm_copy_q31.c │ │ │ │ │ ├── arm_copy_q7.c │ │ │ │ │ ├── arm_fill_f32.c │ │ │ │ │ ├── arm_fill_q15.c │ │ │ │ │ ├── arm_fill_q31.c │ │ │ │ │ ├── arm_fill_q7.c │ │ │ │ │ ├── arm_float_to_q15.c │ │ │ │ │ ├── arm_float_to_q31.c │ │ │ │ │ ├── arm_float_to_q7.c │ │ │ │ │ ├── arm_heap_sort_f32.c │ │ │ │ │ ├── arm_insertion_sort_f32.c │ │ │ │ │ ├── arm_merge_sort_f32.c │ │ │ │ │ ├── arm_merge_sort_init_f32.c │ │ │ │ │ ├── arm_q15_to_float.c │ │ │ │ │ ├── arm_q15_to_q31.c │ │ │ │ │ ├── arm_q15_to_q7.c │ │ │ │ │ ├── arm_q31_to_float.c │ │ │ │ │ ├── arm_q31_to_q15.c │ │ │ │ │ ├── arm_q31_to_q7.c │ │ │ │ │ ├── arm_q7_to_float.c │ │ │ │ │ ├── arm_q7_to_q15.c │ │ │ │ │ ├── arm_q7_to_q31.c │ │ │ │ │ ├── arm_quick_sort_f32.c │ │ │ │ │ ├── arm_selection_sort_f32.c │ │ │ │ │ ├── arm_sort_f32.c │ │ │ │ │ ├── arm_sort_init_f32.c │ │ │ │ │ ├── arm_spline_interp_f32.c │ │ │ │ │ ├── arm_spline_interp_init_f32.c │ │ │ │ │ └── arm_weighted_sum_f32.c │ │ │ │ │ └── TransformFunctions │ │ │ │ │ ├── TransformFunctionsF16.c │ │ │ │ │ ├── arm_bitreversal.c │ │ │ │ │ ├── arm_bitreversal2.c │ │ │ │ │ ├── arm_cfft_f16.c │ │ │ │ │ ├── arm_cfft_f32.c │ │ │ │ │ ├── arm_cfft_f64.c │ │ │ │ │ ├── arm_cfft_init_f16.c │ │ │ │ │ ├── arm_cfft_init_f32.c │ │ │ │ │ ├── arm_cfft_init_f64.c │ │ │ │ │ ├── arm_cfft_init_q15.c │ │ │ │ │ ├── arm_cfft_init_q31.c │ │ │ │ │ ├── arm_cfft_q15.c │ │ │ │ │ ├── arm_cfft_q31.c │ │ │ │ │ ├── arm_cfft_radix2_f16.c │ │ │ │ │ ├── arm_cfft_radix2_f32.c │ │ │ │ │ ├── arm_cfft_radix2_init_f32.c │ │ │ │ │ ├── arm_cfft_radix2_init_q15.c │ │ │ │ │ ├── arm_cfft_radix2_init_q31.c │ │ │ │ │ ├── arm_cfft_radix2_q15.c │ │ │ │ │ ├── arm_cfft_radix2_q31.c │ │ │ │ │ ├── arm_cfft_radix4_f16.c │ │ │ │ │ ├── arm_cfft_radix4_f32.c │ │ │ │ │ ├── arm_cfft_radix4_init_f32.c │ │ │ │ │ ├── arm_cfft_radix4_init_q15.c │ │ │ │ │ ├── arm_cfft_radix4_init_q31.c │ │ │ │ │ ├── arm_cfft_radix4_q15.c │ │ │ │ │ ├── arm_cfft_radix4_q31.c │ │ │ │ │ ├── arm_cfft_radix8_f32.c │ │ │ │ │ ├── arm_dct4_f32.c │ │ │ │ │ ├── arm_dct4_init_f32.c │ │ │ │ │ ├── arm_dct4_init_q15.c │ │ │ │ │ ├── arm_dct4_init_q31.c │ │ │ │ │ ├── arm_dct4_q15.c │ │ │ │ │ ├── arm_dct4_q31.c │ │ │ │ │ ├── arm_rfft_f32.c │ │ │ │ │ ├── arm_rfft_fast_f32.c │ │ │ │ │ ├── arm_rfft_fast_f64.c │ │ │ │ │ ├── arm_rfft_fast_init_f32.c │ │ │ │ │ ├── arm_rfft_fast_init_f64.c │ │ │ │ │ ├── arm_rfft_init_f32.c │ │ │ │ │ ├── arm_rfft_init_q15.c │ │ │ │ │ ├── arm_rfft_init_q31.c │ │ │ │ │ ├── arm_rfft_q15.c │ │ │ │ │ └── arm_rfft_q31.c │ │ │ └── sources.txt │ │ ├── LICENSE │ │ ├── LICENSE-apache-2.0.txt │ │ ├── README.md │ │ ├── anomaly │ │ │ └── anomaly.h │ │ ├── classifier │ │ │ ├── ei_aligned_malloc.h │ │ │ ├── ei_classifier_config.h │ │ │ ├── ei_classifier_smooth.h │ │ │ ├── ei_classifier_types.h │ │ │ ├── ei_model_types.h │ │ │ ├── ei_run_classifier.h │ │ │ ├── ei_run_classifier_image.h │ │ │ └── ei_run_dsp.h │ │ ├── cmake │ │ │ ├── utils.cmake │ │ │ └── zephyr │ │ │ │ └── CMakeLists.txt │ │ ├── create-arduino-library.sh │ │ ├── dsp │ │ │ ├── config.hpp │ │ │ ├── dct │ │ │ │ ├── .clang-format │ │ │ │ ├── LICENSE │ │ │ │ ├── README.md │ │ │ │ ├── fast-dct-fft.cpp │ │ │ │ └── fast-dct-fft.h │ │ │ ├── ei_utils.h │ │ │ ├── kissfft │ │ │ │ ├── .clang-format │ │ │ │ ├── LICENSE │ │ │ │ ├── README.md │ │ │ │ ├── _kiss_fft_guts.h │ │ │ │ ├── kiss_fft.cpp │ │ │ │ ├── kiss_fft.h │ │ │ │ ├── kiss_fftr.cpp │ │ │ │ ├── kiss_fftr.h │ │ │ │ ├── kissfft.h │ │ │ │ ├── kissfft.hh │ │ │ │ └── kissfft_i32.hh │ │ │ ├── memory.cpp │ │ │ ├── memory.hpp │ │ │ ├── numpy.hpp │ │ │ ├── numpy_types.h │ │ │ ├── returntypes.hpp │ │ │ ├── spectral │ │ │ │ ├── feature.hpp │ │ │ │ ├── filters.hpp │ │ │ │ ├── fir_filter.hpp │ │ │ │ ├── processing.hpp │ │ │ │ └── spectral.hpp │ │ │ └── speechpy │ │ │ │ ├── feature.hpp │ │ │ │ ├── functions.hpp │ │ │ │ ├── processing.hpp │ │ │ │ └── speechpy.hpp │ │ ├── porting │ │ │ ├── .clang-format │ │ │ ├── ei_classifier_porting.h │ │ │ ├── himax │ │ │ │ ├── debug_log.cpp │ │ │ │ └── ei_classifier_porting.cpp │ │ │ ├── mingw32 │ │ │ │ ├── debug_log.cpp │ │ │ │ └── ei_classifier_porting.cpp │ │ │ ├── stm32-cubeai │ │ │ │ ├── debug_log.cpp │ │ │ │ └── ei_classifier_porting.cpp │ │ │ └── zephyr │ │ │ │ ├── debug_log.cpp │ │ │ │ └── ei_classifier_porting.cpp │ │ ├── sources.txt │ │ ├── tensorflow │ │ │ └── lite │ │ │ │ └── micro │ │ │ │ └── debug_log.h │ │ └── third_party │ │ │ ├── .clang-format │ │ │ ├── arc_mli_package │ │ │ ├── LICENSE │ │ │ └── include │ │ │ │ ├── api │ │ │ │ ├── mli_helpers_api.h │ │ │ │ ├── mli_kernels_api.h │ │ │ │ ├── mli_krn_avepool_spec_api.h │ │ │ │ ├── mli_krn_conv2d_spec_api.h │ │ │ │ ├── mli_krn_depthwise_conv2d_spec_api.h │ │ │ │ ├── mli_krn_maxpool_spec_api.h │ │ │ │ └── mli_mov_api.h │ │ │ │ ├── mli_api.h │ │ │ │ ├── mli_config.h │ │ │ │ └── mli_types.h │ │ │ ├── flatbuffers │ │ │ ├── LICENSE.txt │ │ │ └── include │ │ │ │ └── flatbuffers │ │ │ │ ├── base.h │ │ │ │ ├── flatbuffers.h │ │ │ │ └── stl_emulation.h │ │ │ ├── gemmlowp │ │ │ ├── LICENSE │ │ │ ├── fixedpoint │ │ │ │ ├── fixedpoint.h │ │ │ │ ├── fixedpoint_neon.h │ │ │ │ └── fixedpoint_sse.h │ │ │ └── internal │ │ │ │ └── detect_platform.h │ │ │ └── ruy │ │ │ └── ruy │ │ │ └── profiler │ │ │ └── instrumentation.h │ │ └── model-parameters │ │ ├── anomaly_clusters.h │ │ ├── anomaly_types.h │ │ ├── dsp_blocks.h │ │ └── model_metadata.h │ ├── STM32F407_AI.ioc │ ├── Src │ ├── crc.c │ ├── gpio.c │ ├── i2c.c │ ├── main.c │ ├── main.cpp │ ├── stm32f4xx_hal_msp.c │ ├── stm32f4xx_it.c │ ├── system_stm32f4xx.c │ ├── tim.c │ └── usart.c │ └── my-smartphone-motion-project-v4 │ ├── CMakeLists.txt │ ├── edge-impulse-sdk │ ├── .gitignore │ ├── .mbedignore │ ├── CMSIS │ │ ├── .clang-format │ │ ├── Core │ │ │ └── Include │ │ │ │ ├── cachel1_armv7.h │ │ │ │ ├── cmsis_armcc.h │ │ │ │ ├── cmsis_armclang.h │ │ │ │ ├── cmsis_armclang_ltm.h │ │ │ │ ├── cmsis_compiler.h │ │ │ │ ├── cmsis_gcc.h │ │ │ │ ├── cmsis_iccarm.h │ │ │ │ ├── cmsis_version.h │ │ │ │ ├── core_armv81mml.h │ │ │ │ ├── core_armv8mbl.h │ │ │ │ ├── core_armv8mml.h │ │ │ │ ├── core_cm0.h │ │ │ │ ├── core_cm0plus.h │ │ │ │ ├── core_cm1.h │ │ │ │ ├── core_cm23.h │ │ │ │ ├── core_cm3.h │ │ │ │ ├── core_cm33.h │ │ │ │ ├── core_cm35p.h │ │ │ │ ├── core_cm4.h │ │ │ │ ├── core_cm55.h │ │ │ │ ├── core_cm7.h │ │ │ │ ├── core_sc000.h │ │ │ │ ├── core_sc300.h │ │ │ │ ├── mpu_armv7.h │ │ │ │ ├── mpu_armv8.h │ │ │ │ ├── pmu_armv8.h │ │ │ │ └── tz_context.h │ │ ├── DSP │ │ │ ├── Include │ │ │ │ ├── arm_common_tables.h │ │ │ │ ├── arm_common_tables_f16.h │ │ │ │ ├── arm_const_structs.h │ │ │ │ ├── arm_const_structs_f16.h │ │ │ │ ├── arm_helium_utils.h │ │ │ │ ├── arm_math.h │ │ │ │ ├── arm_math_f16.h │ │ │ │ ├── arm_mve_tables.h │ │ │ │ ├── arm_mve_tables_f16.h │ │ │ │ └── arm_vec_math.h │ │ │ ├── PrivateInclude │ │ │ │ ├── arm_sorting.h │ │ │ │ ├── arm_vec_fft.h │ │ │ │ └── arm_vec_filtering.h │ │ │ └── Source │ │ │ │ ├── BasicMathFunctions │ │ │ │ ├── BasicMathFunctionsF16.c │ │ │ │ ├── arm_abs_f16.c │ │ │ │ ├── arm_abs_f32.c │ │ │ │ ├── arm_abs_q15.c │ │ │ │ ├── arm_abs_q31.c │ │ │ │ ├── arm_abs_q7.c │ │ │ │ ├── arm_add_f16.c │ │ │ │ ├── arm_add_f32.c │ │ │ │ ├── arm_add_q15.c │ │ │ │ ├── arm_add_q31.c │ │ │ │ ├── arm_add_q7.c │ │ │ │ ├── arm_and_u16.c │ │ │ │ ├── arm_and_u32.c │ │ │ │ ├── arm_and_u8.c │ │ │ │ ├── arm_dot_prod_f16.c │ │ │ │ ├── arm_dot_prod_f32.c │ │ │ │ ├── arm_dot_prod_q15.c │ │ │ │ ├── arm_dot_prod_q31.c │ │ │ │ ├── arm_dot_prod_q7.c │ │ │ │ ├── arm_mult_f16.c │ │ │ │ ├── arm_mult_f32.c │ │ │ │ ├── arm_mult_q15.c │ │ │ │ ├── arm_mult_q31.c │ │ │ │ ├── arm_mult_q7.c │ │ │ │ ├── arm_negate_f16.c │ │ │ │ ├── arm_negate_f32.c │ │ │ │ ├── arm_negate_q15.c │ │ │ │ ├── arm_negate_q31.c │ │ │ │ ├── arm_negate_q7.c │ │ │ │ ├── arm_not_u16.c │ │ │ │ ├── arm_not_u32.c │ │ │ │ ├── arm_not_u8.c │ │ │ │ ├── arm_offset_f16.c │ │ │ │ ├── arm_offset_f32.c │ │ │ │ ├── arm_offset_q15.c │ │ │ │ ├── arm_offset_q31.c │ │ │ │ ├── arm_offset_q7.c │ │ │ │ ├── arm_or_u16.c │ │ │ │ ├── arm_or_u32.c │ │ │ │ ├── arm_or_u8.c │ │ │ │ ├── arm_scale_f16.c │ │ │ │ ├── arm_scale_f32.c │ │ │ │ ├── arm_scale_q15.c │ │ │ │ ├── arm_scale_q31.c │ │ │ │ ├── arm_scale_q7.c │ │ │ │ ├── arm_shift_q15.c │ │ │ │ ├── arm_shift_q31.c │ │ │ │ ├── arm_shift_q7.c │ │ │ │ ├── arm_sub_f16.c │ │ │ │ ├── arm_sub_f32.c │ │ │ │ ├── arm_sub_q15.c │ │ │ │ ├── arm_sub_q31.c │ │ │ │ ├── arm_sub_q7.c │ │ │ │ ├── arm_xor_u16.c │ │ │ │ ├── arm_xor_u32.c │ │ │ │ └── arm_xor_u8.c │ │ │ │ ├── BayesFunctions │ │ │ │ └── arm_gaussian_naive_bayes_predict_f32.c │ │ │ │ ├── CommonTables │ │ │ │ ├── CommonTablesF16.c │ │ │ │ ├── arm_common_tables.c │ │ │ │ ├── arm_common_tables_f16.c │ │ │ │ ├── arm_const_structs.c │ │ │ │ ├── arm_const_structs_f16.c │ │ │ │ ├── arm_mve_tables.c │ │ │ │ └── arm_mve_tables_f16.c │ │ │ │ ├── ComplexMathFunctions │ │ │ │ ├── arm_cmplx_conj_f32.c │ │ │ │ ├── arm_cmplx_conj_q15.c │ │ │ │ ├── arm_cmplx_conj_q31.c │ │ │ │ ├── arm_cmplx_dot_prod_f32.c │ │ │ │ ├── arm_cmplx_dot_prod_q15.c │ │ │ │ ├── arm_cmplx_dot_prod_q31.c │ │ │ │ ├── arm_cmplx_mag_f32.c │ │ │ │ ├── arm_cmplx_mag_q15.c │ │ │ │ ├── arm_cmplx_mag_q31.c │ │ │ │ ├── arm_cmplx_mag_squared_f32.c │ │ │ │ ├── arm_cmplx_mag_squared_q15.c │ │ │ │ ├── arm_cmplx_mag_squared_q31.c │ │ │ │ ├── arm_cmplx_mult_cmplx_f32.c │ │ │ │ ├── arm_cmplx_mult_cmplx_q15.c │ │ │ │ ├── arm_cmplx_mult_cmplx_q31.c │ │ │ │ ├── arm_cmplx_mult_real_f32.c │ │ │ │ ├── arm_cmplx_mult_real_q15.c │ │ │ │ └── arm_cmplx_mult_real_q31.c │ │ │ │ ├── ControllerFunctions │ │ │ │ ├── arm_pid_init_f32.c │ │ │ │ ├── arm_pid_init_q15.c │ │ │ │ ├── arm_pid_init_q31.c │ │ │ │ ├── arm_pid_reset_f32.c │ │ │ │ ├── arm_pid_reset_q15.c │ │ │ │ ├── arm_pid_reset_q31.c │ │ │ │ ├── arm_sin_cos_f32.c │ │ │ │ └── arm_sin_cos_q31.c │ │ │ │ ├── DistanceFunctions │ │ │ │ ├── arm_boolean_distance.c │ │ │ │ ├── arm_boolean_distance_template.h │ │ │ │ ├── arm_braycurtis_distance_f32.c │ │ │ │ ├── arm_canberra_distance_f32.c │ │ │ │ ├── arm_chebyshev_distance_f32.c │ │ │ │ ├── arm_cityblock_distance_f32.c │ │ │ │ ├── arm_correlation_distance_f32.c │ │ │ │ ├── arm_cosine_distance_f32.c │ │ │ │ ├── arm_dice_distance.c │ │ │ │ ├── arm_euclidean_distance_f32.c │ │ │ │ ├── arm_hamming_distance.c │ │ │ │ ├── arm_jaccard_distance.c │ │ │ │ ├── arm_jensenshannon_distance_f32.c │ │ │ │ ├── arm_kulsinski_distance.c │ │ │ │ ├── arm_minkowski_distance_f32.c │ │ │ │ ├── arm_rogerstanimoto_distance.c │ │ │ │ ├── arm_russellrao_distance.c │ │ │ │ ├── arm_sokalmichener_distance.c │ │ │ │ ├── arm_sokalsneath_distance.c │ │ │ │ └── arm_yule_distance.c │ │ │ │ ├── FastMathFunctions │ │ │ │ ├── arm_cos_f32.c │ │ │ │ ├── arm_cos_q15.c │ │ │ │ ├── arm_cos_q31.c │ │ │ │ ├── arm_sin_f32.c │ │ │ │ ├── arm_sin_q15.c │ │ │ │ ├── arm_sin_q31.c │ │ │ │ ├── arm_sqrt_q15.c │ │ │ │ ├── arm_sqrt_q31.c │ │ │ │ ├── arm_vexp_f32.c │ │ │ │ └── arm_vlog_f32.c │ │ │ │ ├── FilteringFunctions │ │ │ │ ├── arm_biquad_cascade_df1_32x64_init_q31.c │ │ │ │ ├── arm_biquad_cascade_df1_32x64_q31.c │ │ │ │ ├── arm_biquad_cascade_df1_f32.c │ │ │ │ ├── arm_biquad_cascade_df1_fast_q15.c │ │ │ │ ├── arm_biquad_cascade_df1_fast_q31.c │ │ │ │ ├── arm_biquad_cascade_df1_init_f32.c │ │ │ │ ├── arm_biquad_cascade_df1_init_q15.c │ │ │ │ ├── arm_biquad_cascade_df1_init_q31.c │ │ │ │ ├── arm_biquad_cascade_df1_q15.c │ │ │ │ ├── arm_biquad_cascade_df1_q31.c │ │ │ │ ├── arm_biquad_cascade_df2T_f32.c │ │ │ │ ├── arm_biquad_cascade_df2T_f64.c │ │ │ │ ├── arm_biquad_cascade_df2T_init_f32.c │ │ │ │ ├── arm_biquad_cascade_df2T_init_f64.c │ │ │ │ ├── arm_biquad_cascade_stereo_df2T_f32.c │ │ │ │ ├── arm_biquad_cascade_stereo_df2T_init_f32.c │ │ │ │ ├── arm_conv_f32.c │ │ │ │ ├── arm_conv_fast_opt_q15.c │ │ │ │ ├── arm_conv_fast_q15.c │ │ │ │ ├── arm_conv_fast_q31.c │ │ │ │ ├── arm_conv_opt_q15.c │ │ │ │ ├── arm_conv_opt_q7.c │ │ │ │ ├── arm_conv_partial_f32.c │ │ │ │ ├── arm_conv_partial_fast_opt_q15.c │ │ │ │ ├── arm_conv_partial_fast_q15.c │ │ │ │ ├── arm_conv_partial_fast_q31.c │ │ │ │ ├── arm_conv_partial_opt_q15.c │ │ │ │ ├── arm_conv_partial_opt_q7.c │ │ │ │ ├── arm_conv_partial_q15.c │ │ │ │ ├── arm_conv_partial_q31.c │ │ │ │ ├── arm_conv_partial_q7.c │ │ │ │ ├── arm_conv_q15.c │ │ │ │ ├── arm_conv_q31.c │ │ │ │ ├── arm_conv_q7.c │ │ │ │ ├── arm_correlate_f32.c │ │ │ │ ├── arm_correlate_fast_opt_q15.c │ │ │ │ ├── arm_correlate_fast_q15.c │ │ │ │ ├── arm_correlate_fast_q31.c │ │ │ │ ├── arm_correlate_opt_q15.c │ │ │ │ ├── arm_correlate_opt_q7.c │ │ │ │ ├── arm_correlate_q15.c │ │ │ │ ├── arm_correlate_q31.c │ │ │ │ ├── arm_correlate_q7.c │ │ │ │ ├── arm_fir_decimate_f32.c │ │ │ │ ├── arm_fir_decimate_fast_q15.c │ │ │ │ ├── arm_fir_decimate_fast_q31.c │ │ │ │ ├── arm_fir_decimate_init_f32.c │ │ │ │ ├── arm_fir_decimate_init_q15.c │ │ │ │ ├── arm_fir_decimate_init_q31.c │ │ │ │ ├── arm_fir_decimate_q15.c │ │ │ │ ├── arm_fir_decimate_q31.c │ │ │ │ ├── arm_fir_f32.c │ │ │ │ ├── arm_fir_fast_q15.c │ │ │ │ ├── arm_fir_fast_q31.c │ │ │ │ ├── arm_fir_init_f32.c │ │ │ │ ├── arm_fir_init_q15.c │ │ │ │ ├── arm_fir_init_q31.c │ │ │ │ ├── arm_fir_init_q7.c │ │ │ │ ├── arm_fir_interpolate_f32.c │ │ │ │ ├── arm_fir_interpolate_init_f32.c │ │ │ │ ├── arm_fir_interpolate_init_q15.c │ │ │ │ ├── arm_fir_interpolate_init_q31.c │ │ │ │ ├── arm_fir_interpolate_q15.c │ │ │ │ ├── arm_fir_interpolate_q31.c │ │ │ │ ├── arm_fir_lattice_f32.c │ │ │ │ ├── arm_fir_lattice_init_f32.c │ │ │ │ ├── arm_fir_lattice_init_q15.c │ │ │ │ ├── arm_fir_lattice_init_q31.c │ │ │ │ ├── arm_fir_lattice_q15.c │ │ │ │ ├── arm_fir_lattice_q31.c │ │ │ │ ├── arm_fir_q15.c │ │ │ │ ├── arm_fir_q31.c │ │ │ │ ├── arm_fir_q7.c │ │ │ │ ├── arm_fir_sparse_f32.c │ │ │ │ ├── arm_fir_sparse_init_f32.c │ │ │ │ ├── arm_fir_sparse_init_q15.c │ │ │ │ ├── arm_fir_sparse_init_q31.c │ │ │ │ ├── arm_fir_sparse_init_q7.c │ │ │ │ ├── arm_fir_sparse_q15.c │ │ │ │ ├── arm_fir_sparse_q31.c │ │ │ │ ├── arm_fir_sparse_q7.c │ │ │ │ ├── arm_iir_lattice_f32.c │ │ │ │ ├── arm_iir_lattice_init_f32.c │ │ │ │ ├── arm_iir_lattice_init_q15.c │ │ │ │ ├── arm_iir_lattice_init_q31.c │ │ │ │ ├── arm_iir_lattice_q15.c │ │ │ │ ├── arm_iir_lattice_q31.c │ │ │ │ ├── arm_lms_f32.c │ │ │ │ ├── arm_lms_init_f32.c │ │ │ │ ├── arm_lms_init_q15.c │ │ │ │ ├── arm_lms_init_q31.c │ │ │ │ ├── arm_lms_norm_f32.c │ │ │ │ ├── arm_lms_norm_init_f32.c │ │ │ │ ├── arm_lms_norm_init_q15.c │ │ │ │ ├── arm_lms_norm_init_q31.c │ │ │ │ ├── arm_lms_norm_q15.c │ │ │ │ ├── arm_lms_norm_q31.c │ │ │ │ ├── arm_lms_q15.c │ │ │ │ └── arm_lms_q31.c │ │ │ │ ├── MatrixFunctions │ │ │ │ ├── arm_mat_add_f32.c │ │ │ │ ├── arm_mat_add_q15.c │ │ │ │ ├── arm_mat_add_q31.c │ │ │ │ ├── arm_mat_cmplx_mult_f32.c │ │ │ │ ├── arm_mat_cmplx_mult_q15.c │ │ │ │ ├── arm_mat_cmplx_mult_q31.c │ │ │ │ ├── arm_mat_init_f32.c │ │ │ │ ├── arm_mat_init_q15.c │ │ │ │ ├── arm_mat_init_q31.c │ │ │ │ ├── arm_mat_inverse_f32.c │ │ │ │ ├── arm_mat_inverse_f64.c │ │ │ │ ├── arm_mat_mult_f32.c │ │ │ │ ├── arm_mat_mult_fast_q15.c │ │ │ │ ├── arm_mat_mult_fast_q31.c │ │ │ │ ├── arm_mat_mult_q15.c │ │ │ │ ├── arm_mat_mult_q31.c │ │ │ │ ├── arm_mat_scale_f32.c │ │ │ │ ├── arm_mat_scale_q15.c │ │ │ │ ├── arm_mat_scale_q31.c │ │ │ │ ├── arm_mat_sub_f32.c │ │ │ │ ├── arm_mat_sub_q15.c │ │ │ │ ├── arm_mat_sub_q31.c │ │ │ │ ├── arm_mat_trans_f32.c │ │ │ │ ├── arm_mat_trans_q15.c │ │ │ │ └── arm_mat_trans_q31.c │ │ │ │ ├── SVMFunctions │ │ │ │ ├── arm_svm_linear_init_f32.c │ │ │ │ ├── arm_svm_linear_predict_f32.c │ │ │ │ ├── arm_svm_polynomial_init_f32.c │ │ │ │ ├── arm_svm_polynomial_predict_f32.c │ │ │ │ ├── arm_svm_rbf_init_f32.c │ │ │ │ ├── arm_svm_rbf_predict_f32.c │ │ │ │ ├── arm_svm_sigmoid_init_f32.c │ │ │ │ └── arm_svm_sigmoid_predict_f32.c │ │ │ │ ├── StatisticsFunctions │ │ │ │ ├── arm_entropy_f32.c │ │ │ │ ├── arm_entropy_f64.c │ │ │ │ ├── arm_kullback_leibler_f32.c │ │ │ │ ├── arm_kullback_leibler_f64.c │ │ │ │ ├── arm_logsumexp_dot_prod_f32.c │ │ │ │ ├── arm_logsumexp_f32.c │ │ │ │ ├── arm_max_f32.c │ │ │ │ ├── arm_max_no_idx_f32.c │ │ │ │ ├── arm_max_q15.c │ │ │ │ ├── arm_max_q31.c │ │ │ │ ├── arm_max_q7.c │ │ │ │ ├── arm_mean_f32.c │ │ │ │ ├── arm_mean_q15.c │ │ │ │ ├── arm_mean_q31.c │ │ │ │ ├── arm_mean_q7.c │ │ │ │ ├── arm_min_f32.c │ │ │ │ ├── arm_min_q15.c │ │ │ │ ├── arm_min_q31.c │ │ │ │ ├── arm_min_q7.c │ │ │ │ ├── arm_power_f32.c │ │ │ │ ├── arm_power_q15.c │ │ │ │ ├── arm_power_q31.c │ │ │ │ ├── arm_power_q7.c │ │ │ │ ├── arm_rms_f32.c │ │ │ │ ├── arm_rms_q15.c │ │ │ │ ├── arm_rms_q31.c │ │ │ │ ├── arm_std_f32.c │ │ │ │ ├── arm_std_q15.c │ │ │ │ ├── arm_std_q31.c │ │ │ │ ├── arm_var_f32.c │ │ │ │ ├── arm_var_q15.c │ │ │ │ └── arm_var_q31.c │ │ │ │ ├── SupportFunctions │ │ │ │ ├── arm_barycenter_f32.c │ │ │ │ ├── arm_bitonic_sort_f32.c │ │ │ │ ├── arm_bubble_sort_f32.c │ │ │ │ ├── arm_copy_f32.c │ │ │ │ ├── arm_copy_q15.c │ │ │ │ ├── arm_copy_q31.c │ │ │ │ ├── arm_copy_q7.c │ │ │ │ ├── arm_fill_f32.c │ │ │ │ ├── arm_fill_q15.c │ │ │ │ ├── arm_fill_q31.c │ │ │ │ ├── arm_fill_q7.c │ │ │ │ ├── arm_float_to_q15.c │ │ │ │ ├── arm_float_to_q31.c │ │ │ │ ├── arm_float_to_q7.c │ │ │ │ ├── arm_heap_sort_f32.c │ │ │ │ ├── arm_insertion_sort_f32.c │ │ │ │ ├── arm_merge_sort_f32.c │ │ │ │ ├── arm_merge_sort_init_f32.c │ │ │ │ ├── arm_q15_to_float.c │ │ │ │ ├── arm_q15_to_q31.c │ │ │ │ ├── arm_q15_to_q7.c │ │ │ │ ├── arm_q31_to_float.c │ │ │ │ ├── arm_q31_to_q15.c │ │ │ │ ├── arm_q31_to_q7.c │ │ │ │ ├── arm_q7_to_float.c │ │ │ │ ├── arm_q7_to_q15.c │ │ │ │ ├── arm_q7_to_q31.c │ │ │ │ ├── arm_quick_sort_f32.c │ │ │ │ ├── arm_selection_sort_f32.c │ │ │ │ ├── arm_sort_f32.c │ │ │ │ ├── arm_sort_init_f32.c │ │ │ │ ├── arm_spline_interp_f32.c │ │ │ │ ├── arm_spline_interp_init_f32.c │ │ │ │ └── arm_weighted_sum_f32.c │ │ │ │ └── TransformFunctions │ │ │ │ ├── TransformFunctionsF16.c │ │ │ │ ├── arm_bitreversal.c │ │ │ │ ├── arm_bitreversal2.c │ │ │ │ ├── arm_cfft_f16.c │ │ │ │ ├── arm_cfft_f32.c │ │ │ │ ├── arm_cfft_f64.c │ │ │ │ ├── arm_cfft_init_f16.c │ │ │ │ ├── arm_cfft_init_f32.c │ │ │ │ ├── arm_cfft_init_f64.c │ │ │ │ ├── arm_cfft_init_q15.c │ │ │ │ ├── arm_cfft_init_q31.c │ │ │ │ ├── arm_cfft_q15.c │ │ │ │ ├── arm_cfft_q31.c │ │ │ │ ├── arm_cfft_radix2_f16.c │ │ │ │ ├── arm_cfft_radix2_f32.c │ │ │ │ ├── arm_cfft_radix2_init_f32.c │ │ │ │ ├── arm_cfft_radix2_init_q15.c │ │ │ │ ├── arm_cfft_radix2_init_q31.c │ │ │ │ ├── arm_cfft_radix2_q15.c │ │ │ │ ├── arm_cfft_radix2_q31.c │ │ │ │ ├── arm_cfft_radix4_f16.c │ │ │ │ ├── arm_cfft_radix4_f32.c │ │ │ │ ├── arm_cfft_radix4_init_f32.c │ │ │ │ ├── arm_cfft_radix4_init_q15.c │ │ │ │ ├── arm_cfft_radix4_init_q31.c │ │ │ │ ├── arm_cfft_radix4_q15.c │ │ │ │ ├── arm_cfft_radix4_q31.c │ │ │ │ ├── arm_cfft_radix8_f32.c │ │ │ │ ├── arm_dct4_f32.c │ │ │ │ ├── arm_dct4_init_f32.c │ │ │ │ ├── arm_dct4_init_q15.c │ │ │ │ ├── arm_dct4_init_q31.c │ │ │ │ ├── arm_dct4_q15.c │ │ │ │ ├── arm_dct4_q31.c │ │ │ │ ├── arm_rfft_f32.c │ │ │ │ ├── arm_rfft_fast_f32.c │ │ │ │ ├── arm_rfft_fast_f64.c │ │ │ │ ├── arm_rfft_fast_init_f32.c │ │ │ │ ├── arm_rfft_fast_init_f64.c │ │ │ │ ├── arm_rfft_init_f32.c │ │ │ │ ├── arm_rfft_init_q15.c │ │ │ │ ├── arm_rfft_init_q31.c │ │ │ │ ├── arm_rfft_q15.c │ │ │ │ └── arm_rfft_q31.c │ │ ├── NN │ │ │ ├── Include │ │ │ │ ├── arm_nn_tables.h │ │ │ │ ├── arm_nn_types.h │ │ │ │ ├── arm_nnfunctions.h │ │ │ │ └── arm_nnsupportfunctions.h │ │ │ └── Source │ │ │ │ ├── ActivationFunctions │ │ │ │ ├── arm_nn_activations_q15.c │ │ │ │ ├── arm_nn_activations_q7.c │ │ │ │ ├── arm_relu6_s8.c │ │ │ │ ├── arm_relu_q15.c │ │ │ │ └── arm_relu_q7.c │ │ │ │ ├── BasicMathFunctions │ │ │ │ ├── arm_elementwise_add_s8.c │ │ │ │ └── arm_elementwise_mul_s8.c │ │ │ │ ├── ConcatenationFunctions │ │ │ │ ├── arm_concatenation_s8_w.c │ │ │ │ ├── arm_concatenation_s8_x.c │ │ │ │ ├── arm_concatenation_s8_y.c │ │ │ │ └── arm_concatenation_s8_z.c │ │ │ │ ├── ConvolutionFunctions │ │ │ │ ├── arm_convolve_1_x_n_s8.c │ │ │ │ ├── arm_convolve_1x1_HWC_q7_fast_nonsquare.c │ │ │ │ ├── arm_convolve_1x1_s8_fast.c │ │ │ │ ├── arm_convolve_HWC_q15_basic.c │ │ │ │ ├── arm_convolve_HWC_q15_fast.c │ │ │ │ ├── arm_convolve_HWC_q15_fast_nonsquare.c │ │ │ │ ├── arm_convolve_HWC_q7_RGB.c │ │ │ │ ├── arm_convolve_HWC_q7_basic.c │ │ │ │ ├── arm_convolve_HWC_q7_basic_nonsquare.c │ │ │ │ ├── arm_convolve_HWC_q7_fast.c │ │ │ │ ├── arm_convolve_HWC_q7_fast_nonsquare.c │ │ │ │ ├── arm_convolve_s8.c │ │ │ │ ├── arm_convolve_wrapper_s8.c │ │ │ │ ├── arm_depthwise_conv_3x3_s8.c │ │ │ │ ├── arm_depthwise_conv_s8.c │ │ │ │ ├── arm_depthwise_conv_s8_opt.c │ │ │ │ ├── arm_depthwise_conv_u8_basic_ver1.c │ │ │ │ ├── arm_depthwise_separable_conv_HWC_q7.c │ │ │ │ ├── arm_depthwise_separable_conv_HWC_q7_nonsquare.c │ │ │ │ ├── arm_nn_depthwise_conv_s8_core.c │ │ │ │ ├── arm_nn_mat_mult_kernel_q7_q15.c │ │ │ │ ├── arm_nn_mat_mult_kernel_q7_q15_reordered.c │ │ │ │ ├── arm_nn_mat_mult_kernel_s8_s16.c │ │ │ │ ├── arm_nn_mat_mult_kernel_s8_s16_reordered.c │ │ │ │ └── arm_nn_mat_mult_s8.c │ │ │ │ ├── FullyConnectedFunctions │ │ │ │ ├── arm_fully_connected_mat_q7_vec_q15.c │ │ │ │ ├── arm_fully_connected_mat_q7_vec_q15_opt.c │ │ │ │ ├── arm_fully_connected_q15.c │ │ │ │ ├── arm_fully_connected_q15_opt.c │ │ │ │ ├── arm_fully_connected_q7.c │ │ │ │ ├── arm_fully_connected_q7_opt.c │ │ │ │ └── arm_fully_connected_s8.c │ │ │ │ ├── NNSupportFunctions │ │ │ │ ├── arm_nn_accumulate_q7_to_q15.c │ │ │ │ ├── arm_nn_add_q7.c │ │ │ │ ├── arm_nn_depthwise_conv_nt_t_padded_s8.c │ │ │ │ ├── arm_nn_depthwise_conv_nt_t_s8.c │ │ │ │ ├── arm_nn_mat_mul_core_1x_s8.c │ │ │ │ ├── arm_nn_mat_mul_core_4x_s8.c │ │ │ │ ├── arm_nn_mat_mult_nt_t_s8.c │ │ │ │ ├── arm_nn_mult_q15.c │ │ │ │ ├── arm_nn_mult_q7.c │ │ │ │ ├── arm_nn_vec_mat_mult_t_s8.c │ │ │ │ ├── arm_nntables.c │ │ │ │ ├── arm_q7_to_q15_no_shift.c │ │ │ │ ├── arm_q7_to_q15_reordered_no_shift.c │ │ │ │ ├── arm_q7_to_q15_reordered_with_offset.c │ │ │ │ └── arm_q7_to_q15_with_offset.c │ │ │ │ ├── PoolingFunctions │ │ │ │ ├── arm_avgpool_s8.c │ │ │ │ ├── arm_max_pool_s8.c │ │ │ │ ├── arm_max_pool_s8_opt.c │ │ │ │ └── arm_pool_q7_HWC.c │ │ │ │ ├── ReshapeFunctions │ │ │ │ └── arm_reshape_s8.c │ │ │ │ └── SoftmaxFunctions │ │ │ │ ├── arm_softmax_q15.c │ │ │ │ ├── arm_softmax_q7.c │ │ │ │ ├── arm_softmax_s8.c │ │ │ │ ├── arm_softmax_u8.c │ │ │ │ └── arm_softmax_with_batch_q7.c │ │ └── sources.txt │ ├── LICENSE │ ├── LICENSE-apache-2.0.txt │ ├── README.md │ ├── anomaly │ │ └── anomaly.h │ ├── classifier │ │ ├── ei_aligned_malloc.h │ │ ├── ei_classifier_config.h │ │ ├── ei_classifier_smooth.h │ │ ├── ei_classifier_types.h │ │ ├── ei_model_types.h │ │ ├── ei_run_classifier.h │ │ ├── ei_run_classifier_c.cpp │ │ ├── ei_run_classifier_c.h │ │ ├── ei_run_classifier_image.h │ │ └── ei_run_dsp.h │ ├── cmake │ │ ├── utils.cmake │ │ └── zephyr │ │ │ └── CMakeLists.txt │ ├── dsp │ │ ├── config.hpp │ │ ├── dct │ │ │ ├── .clang-format │ │ │ ├── LICENSE │ │ │ ├── README.md │ │ │ ├── fast-dct-fft.cpp │ │ │ └── fast-dct-fft.h │ │ ├── ei_utils.h │ │ ├── kissfft │ │ │ ├── .clang-format │ │ │ ├── LICENSE │ │ │ ├── README.md │ │ │ ├── _kiss_fft_guts.h │ │ │ ├── kiss_fft.cpp │ │ │ ├── kiss_fft.h │ │ │ ├── kiss_fftr.cpp │ │ │ ├── kiss_fftr.h │ │ │ ├── kissfft.h │ │ │ ├── kissfft.hh │ │ │ └── kissfft_i32.hh │ │ ├── memory.cpp │ │ ├── memory.hpp │ │ ├── numpy.hpp │ │ ├── numpy_types.h │ │ ├── returntypes.hpp │ │ ├── spectral │ │ │ ├── feature.hpp │ │ │ ├── filters.hpp │ │ │ ├── fir_filter.hpp │ │ │ ├── processing.hpp │ │ │ └── spectral.hpp │ │ └── speechpy │ │ │ ├── feature.hpp │ │ │ ├── functions.hpp │ │ │ ├── processing.hpp │ │ │ └── speechpy.hpp │ ├── porting │ │ ├── .clang-format │ │ ├── arduino │ │ │ ├── debug_log.cpp │ │ │ └── ei_classifier_porting.cpp │ │ ├── ecm3532 │ │ │ ├── debug_log.cpp │ │ │ └── ei_classifier_porting.cpp │ │ ├── ei_classifier_porting.h │ │ ├── himax │ │ │ ├── debug_log.cpp │ │ │ └── ei_classifier_porting.cpp │ │ ├── mbed │ │ │ ├── debug_log.cpp │ │ │ └── ei_classifier_porting.cpp │ │ ├── mingw32 │ │ │ ├── debug_log.cpp │ │ │ └── ei_classifier_porting.cpp │ │ ├── posix │ │ │ ├── debug_log.cpp │ │ │ └── ei_classifier_porting.cpp │ │ ├── silabs │ │ │ ├── debug_log.cpp │ │ │ └── ei_classifier_porting.cpp │ │ ├── stm32-cubeai │ │ │ ├── debug_log.cpp │ │ │ └── ei_classifier_porting.cpp │ │ └── zephyr │ │ │ ├── debug_log.cpp │ │ │ └── ei_classifier_porting.cpp │ ├── sources.txt │ ├── tensorflow │ │ ├── .clang-format │ │ ├── LICENSE │ │ ├── core │ │ │ └── public │ │ │ │ └── version.h │ │ └── lite │ │ │ ├── c │ │ │ ├── builtin_op_data.h │ │ │ ├── common.c │ │ │ └── common.h │ │ │ ├── core │ │ │ └── api │ │ │ │ ├── error_reporter.cc │ │ │ │ ├── error_reporter.h │ │ │ │ ├── flatbuffer_conversions.cc │ │ │ │ ├── flatbuffer_conversions.h │ │ │ │ ├── op_resolver.cc │ │ │ │ ├── op_resolver.h │ │ │ │ ├── profiler.h │ │ │ │ ├── tensor_utils.cc │ │ │ │ └── tensor_utils.h │ │ │ ├── kernels │ │ │ ├── internal │ │ │ │ ├── common.h │ │ │ │ ├── compatibility.h │ │ │ │ ├── cppmath.h │ │ │ │ ├── max.h │ │ │ │ ├── min.h │ │ │ │ ├── optimized │ │ │ │ │ └── neon_check.h │ │ │ │ ├── quantization_util.cc │ │ │ │ ├── quantization_util.h │ │ │ │ ├── reference │ │ │ │ │ ├── add.h │ │ │ │ │ ├── arg_min_max.h │ │ │ │ │ ├── binary_function.h │ │ │ │ │ ├── ceil.h │ │ │ │ │ ├── comparisons.h │ │ │ │ │ ├── concatenation.h │ │ │ │ │ ├── conv.h │ │ │ │ │ ├── depthwiseconv_float.h │ │ │ │ │ ├── depthwiseconv_uint8.h │ │ │ │ │ ├── dequantize.h │ │ │ │ │ ├── floor.h │ │ │ │ │ ├── fully_connected.h │ │ │ │ │ ├── integer_ops │ │ │ │ │ │ ├── add.h │ │ │ │ │ │ ├── conv.h │ │ │ │ │ │ ├── depthwise_conv.h │ │ │ │ │ │ ├── fully_connected.h │ │ │ │ │ │ ├── l2normalization.h │ │ │ │ │ │ ├── logistic.h │ │ │ │ │ │ ├── mul.h │ │ │ │ │ │ ├── pooling.h │ │ │ │ │ │ └── tanh.h │ │ │ │ │ ├── l2normalization.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_nearest_neighbor.h │ │ │ │ │ ├── round.h │ │ │ │ │ ├── softmax.h │ │ │ │ │ ├── strided_slice.h │ │ │ │ │ ├── sub.h │ │ │ │ │ └── tanh.h │ │ │ │ ├── strided_slice_logic.h │ │ │ │ ├── tensor.h │ │ │ │ ├── tensor_ctypes.h │ │ │ │ └── types.h │ │ │ ├── kernel_util.h │ │ │ ├── kernel_util_lite.cc │ │ │ ├── op_macros.h │ │ │ └── padding.h │ │ │ ├── micro │ │ │ ├── all_ops_resolver.cc │ │ │ ├── all_ops_resolver.h │ │ │ ├── compatibility.h │ │ │ ├── debug_log.h │ │ │ ├── kernels │ │ │ │ ├── activation_utils.h │ │ │ │ ├── activations.cc │ │ │ │ ├── add.cc │ │ │ │ ├── arg_min_max.cc │ │ │ │ ├── ceil.cc │ │ │ │ ├── circular_buffer.cc │ │ │ │ ├── comparisons.cc │ │ │ │ ├── concatenation.cc │ │ │ │ ├── conv.cc │ │ │ │ ├── depthwise_conv.cc │ │ │ │ ├── dequantize.cc │ │ │ │ ├── elementwise.cc │ │ │ │ ├── ethosu.cc │ │ │ │ ├── floor.cc │ │ │ │ ├── fully_connected.cc │ │ │ │ ├── l2norm.cc │ │ │ │ ├── logical.cc │ │ │ │ ├── logistic.cc │ │ │ │ ├── maximum_minimum.cc │ │ │ │ ├── micro_ops.h │ │ │ │ ├── micro_utils.h │ │ │ │ ├── mli_slicers.cc │ │ │ │ ├── mli_slicers.h │ │ │ │ ├── mli_tf_utils.h │ │ │ │ ├── mul.cc │ │ │ │ ├── neg.cc │ │ │ │ ├── pack.cc │ │ │ │ ├── pad.cc │ │ │ │ ├── pooling.cc │ │ │ │ ├── prelu.cc │ │ │ │ ├── quantize.cc │ │ │ │ ├── reduce.cc │ │ │ │ ├── reshape.cc │ │ │ │ ├── resize_nearest_neighbor.cc │ │ │ │ ├── round.cc │ │ │ │ ├── scratch_buf_mgr.cc │ │ │ │ ├── scratch_buf_mgr.h │ │ │ │ ├── scratch_buffers.cc │ │ │ │ ├── scratch_buffers.h │ │ │ │ ├── softmax.cc │ │ │ │ ├── split.cc │ │ │ │ ├── strided_slice.cc │ │ │ │ ├── sub.cc │ │ │ │ ├── svdf.cc │ │ │ │ ├── tanh.cc │ │ │ │ └── unpack.cc │ │ │ ├── memory_helpers.cc │ │ │ ├── memory_helpers.h │ │ │ ├── memory_planner │ │ │ │ ├── greedy_memory_planner.cc │ │ │ │ ├── greedy_memory_planner.h │ │ │ │ ├── linear_memory_planner.cc │ │ │ │ ├── linear_memory_planner.h │ │ │ │ └── memory_planner.h │ │ │ ├── micro_allocator.cc │ │ │ ├── micro_allocator.h │ │ │ ├── micro_error_reporter.cc │ │ │ ├── micro_error_reporter.h │ │ │ ├── micro_interpreter.cc │ │ │ ├── micro_interpreter.h │ │ │ ├── micro_mutable_op_resolver.h │ │ │ ├── micro_op_resolver.h │ │ │ ├── micro_optional_debug_tools.cc │ │ │ ├── micro_optional_debug_tools.h │ │ │ ├── micro_profiler.cc │ │ │ ├── micro_profiler.h │ │ │ ├── micro_string.cc │ │ │ ├── micro_string.h │ │ │ ├── micro_time.cc │ │ │ ├── micro_time.h │ │ │ ├── micro_utils.cc │ │ │ ├── micro_utils.h │ │ │ ├── recording_micro_allocator.cc │ │ │ ├── recording_micro_allocator.h │ │ │ ├── recording_micro_interpreter.h │ │ │ ├── recording_simple_memory_allocator.cc │ │ │ ├── recording_simple_memory_allocator.h │ │ │ ├── simple_memory_allocator.cc │ │ │ ├── simple_memory_allocator.h │ │ │ ├── test_helpers.cc │ │ │ ├── test_helpers.h │ │ │ └── testing │ │ │ │ ├── micro_test.h │ │ │ │ ├── test_conv_model.cc │ │ │ │ ├── test_conv_model.h │ │ │ │ ├── test_utils.cc │ │ │ │ └── test_utils.h │ │ │ ├── schema │ │ │ └── schema_generated.h │ │ │ ├── string_type.h │ │ │ ├── string_util.h │ │ │ ├── type_to_tflitetype.h │ │ │ └── version.h │ └── third_party │ │ ├── .clang-format │ │ ├── arc_mli_package │ │ ├── LICENSE │ │ └── include │ │ │ ├── api │ │ │ ├── mli_helpers_api.h │ │ │ ├── mli_kernels_api.h │ │ │ ├── mli_krn_avepool_spec_api.h │ │ │ ├── mli_krn_conv2d_spec_api.h │ │ │ ├── mli_krn_depthwise_conv2d_spec_api.h │ │ │ ├── mli_krn_maxpool_spec_api.h │ │ │ └── mli_mov_api.h │ │ │ ├── mli_api.h │ │ │ ├── mli_config.h │ │ │ └── mli_types.h │ │ ├── flatbuffers │ │ ├── LICENSE.txt │ │ └── include │ │ │ └── flatbuffers │ │ │ ├── base.h │ │ │ ├── flatbuffers.h │ │ │ └── stl_emulation.h │ │ ├── gemmlowp │ │ ├── LICENSE │ │ ├── fixedpoint │ │ │ ├── fixedpoint.h │ │ │ ├── fixedpoint_neon.h │ │ │ └── fixedpoint_sse.h │ │ └── internal │ │ │ └── detect_platform.h │ │ └── ruy │ │ └── ruy │ │ └── profiler │ │ └── instrumentation.h │ ├── model-parameters │ ├── anomaly_clusters.h │ ├── anomaly_types.h │ ├── dsp_blocks.h │ └── model_metadata.h │ └── tflite-model │ ├── trained_model_compiled.cpp │ └── trained_model_compiled.h ├── README.md ├── TFLite ├── 001Sine │ ├── .ai │ │ ├── sine_model_c_graph.json │ │ └── sine_model_report.json │ ├── .mxproject │ ├── Inc │ │ ├── crc.h │ │ ├── gpio.h │ │ ├── main.h │ │ ├── sine_model.h │ │ ├── stm32f4xx_hal_conf.h │ │ ├── stm32f4xx_it.h │ │ ├── tim.h │ │ └── usart.h │ ├── MDK-ARM │ │ ├── EventRecorderStub.scvd │ │ ├── RTE │ │ │ └── _STM32F407_AI_Sine │ │ │ │ └── RTE_Components.h │ │ ├── STM32F407_AI_Sine.uvguix.fpolo │ │ ├── STM32F407_AI_Sine.uvoptx │ │ ├── STM32F407_AI_Sine.uvprojx │ │ ├── STM32F407_AI_Sine │ │ │ ├── ExtDll.iex │ │ │ ├── STM32F407_AI_Sine.build_log.htm │ │ │ └── STM32F407_AI_Sine.htm │ │ └── startup_stm32f407xx.s │ ├── STM32F407_AI_Sine.ioc │ ├── Src │ │ ├── crc.c │ │ ├── gpio.c │ │ ├── main.cpp │ │ ├── sine_model.cpp │ │ ├── stm32f4xx_hal_msp.c │ │ ├── stm32f4xx_it.c │ │ ├── system_stm32f4xx.c │ │ ├── tim.c │ │ └── usart.c │ └── models │ │ ├── model_no_quant.tflite │ │ ├── sine │ │ ├── noquant │ │ │ └── model_no_quant.tflite │ │ ├── quantint8 │ │ │ └── model.tflite │ │ └── sinemodel.tflite │ │ ├── sine_model.cc │ │ └── sine_model.h ├── 002SineQuanti8 │ ├── .ai │ │ ├── sine_model_c_graph.json │ │ └── sine_model_report.json │ ├── .mxproject │ ├── Inc │ │ ├── crc.h │ │ ├── gpio.h │ │ ├── main.h │ │ ├── sine_model.h │ │ ├── stm32f4xx_hal_conf.h │ │ ├── stm32f4xx_it.h │ │ ├── tim.h │ │ └── usart.h │ ├── MDK-ARM │ │ ├── EventRecorderStub.scvd │ │ ├── RTE │ │ │ └── _STM32F407_AI_Sine │ │ │ │ └── RTE_Components.h │ │ ├── STM32F407_AI_Sine.uvguix.fpolo │ │ ├── STM32F407_AI_Sine.uvoptx │ │ ├── STM32F407_AI_Sine.uvprojx │ │ ├── STM32F407_AI_Sine │ │ │ ├── ExtDll.iex │ │ │ ├── STM32F407_AI_Sine.build_log.htm │ │ │ └── STM32F407_AI_Sine.htm │ │ └── startup_stm32f407xx.s │ ├── STM32F407_AI_Sine.ioc │ ├── Src │ │ ├── crc.c │ │ ├── gpio.c │ │ ├── main.cpp │ │ ├── sine_model.cpp │ │ ├── stm32f4xx_hal_msp.c │ │ ├── stm32f4xx_it.c │ │ ├── system_stm32f4xx.c │ │ ├── tim.c │ │ └── usart.c │ └── models │ │ ├── model_no_quant.tflite │ │ ├── sine │ │ ├── noquant │ │ │ └── model_no_quant.tflite │ │ ├── quantint8 │ │ │ └── model.tflite │ │ └── sinemodel.tflite │ │ ├── sine_model.cc │ │ └── sine_model.h └── tensorflowlite │ ├── tensorflow │ ├── core │ │ └── public │ │ │ └── version.h │ └── lite │ │ ├── c │ │ ├── builtin_op_data.h │ │ ├── common.c │ │ └── common.h │ │ ├── core │ │ └── api │ │ │ ├── error_reporter.cc │ │ │ ├── error_reporter.h │ │ │ ├── flatbuffer_conversions.cc │ │ │ ├── flatbuffer_conversions.h │ │ │ ├── op_resolver.cc │ │ │ ├── op_resolver.h │ │ │ ├── tensor_utils.cc │ │ │ └── tensor_utils.h │ │ ├── kernels │ │ ├── internal │ │ │ ├── common.h │ │ │ ├── compatibility.h │ │ │ ├── cppmath.h │ │ │ ├── optimized │ │ │ │ └── neon_check.h │ │ │ ├── quantization_util.cc │ │ │ ├── quantization_util.h │ │ │ ├── reference │ │ │ │ ├── add.h │ │ │ │ ├── arg_min_max.h │ │ │ │ ├── binary_function.h │ │ │ │ ├── ceil.h │ │ │ │ ├── comparisons.h │ │ │ │ ├── concatenation.h │ │ │ │ ├── conv.h │ │ │ │ ├── depthwiseconv_float.h │ │ │ │ ├── depthwiseconv_uint8.h │ │ │ │ ├── dequantize.h │ │ │ │ ├── floor.h │ │ │ │ ├── fully_connected.h │ │ │ │ ├── integer_ops │ │ │ │ │ ├── add.h │ │ │ │ │ ├── conv.h │ │ │ │ │ ├── depthwise_conv.h │ │ │ │ │ ├── fully_connected.h │ │ │ │ │ ├── l2normalization.h │ │ │ │ │ ├── logistic.h │ │ │ │ │ ├── mul.h │ │ │ │ │ └── pooling.h │ │ │ │ ├── l2normalization.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_nearest_neighbor.h │ │ │ │ ├── round.h │ │ │ │ ├── softmax.h │ │ │ │ ├── strided_slice.h │ │ │ │ └── sub.h │ │ │ ├── strided_slice_logic.h │ │ │ ├── tensor.h │ │ │ ├── tensor_ctypes.h │ │ │ └── types.h │ │ ├── kernel_util.cc │ │ ├── kernel_util.h │ │ ├── op_macros.h │ │ └── padding.h │ │ ├── micro │ │ ├── compatibility.h │ │ ├── debug_log.h │ │ ├── kernels │ │ │ ├── activation_utils.h │ │ │ ├── activations.cc │ │ │ ├── add.cc │ │ │ ├── all_ops_resolver.cc │ │ │ ├── all_ops_resolver.h │ │ │ ├── arg_min_max.cc │ │ │ ├── ceil.cc │ │ │ ├── circular_buffer.cc │ │ │ ├── comparisons.cc │ │ │ ├── concatenation.cc │ │ │ ├── conv.cc │ │ │ ├── depthwise_conv.cc │ │ │ ├── dequantize.cc │ │ │ ├── elementwise.cc │ │ │ ├── floor.cc │ │ │ ├── fully_connected.cc │ │ │ ├── l2norm.cc │ │ │ ├── logical.cc │ │ │ ├── logistic.cc │ │ │ ├── maximum_minimum.cc │ │ │ ├── micro_ops.h │ │ │ ├── micro_utils.h │ │ │ ├── mul.cc │ │ │ ├── neg.cc │ │ │ ├── pack.cc │ │ │ ├── pad.cc │ │ │ ├── pooling.cc │ │ │ ├── prelu.cc │ │ │ ├── quantize.cc │ │ │ ├── reduce.cc │ │ │ ├── reshape.cc │ │ │ ├── resize_nearest_neighbor.cc │ │ │ ├── round.cc │ │ │ ├── softmax.cc │ │ │ ├── split.cc │ │ │ ├── strided_slice.cc │ │ │ ├── sub.cc │ │ │ ├── svdf.cc │ │ │ └── unpack.cc │ │ ├── memory_helpers.cc │ │ ├── memory_helpers.h │ │ ├── memory_planner │ │ │ ├── greedy_memory_planner.cc │ │ │ ├── greedy_memory_planner.h │ │ │ ├── linear_memory_planner.cc │ │ │ ├── linear_memory_planner.h │ │ │ └── memory_planner.h │ │ ├── micro_allocator.cc │ │ ├── micro_allocator.h │ │ ├── micro_error_reporter.cc │ │ ├── micro_error_reporter.h │ │ ├── micro_interpreter.cc │ │ ├── micro_interpreter.h │ │ ├── micro_mutable_op_resolver.h │ │ ├── micro_optional_debug_tools.cc │ │ ├── micro_optional_debug_tools.h │ │ ├── micro_string.cc │ │ ├── micro_string.h │ │ ├── micro_time.cc │ │ ├── micro_time.h │ │ ├── micro_utils.cc │ │ ├── micro_utils.h │ │ ├── simple_memory_allocator.cc │ │ ├── simple_memory_allocator.h │ │ ├── test_helpers.cc │ │ ├── test_helpers.h │ │ └── testing │ │ │ ├── micro_benchmark.h │ │ │ ├── micro_test.h │ │ │ ├── test_utils.cc │ │ │ └── test_utils.h │ │ ├── schema │ │ └── schema_generated.h │ │ ├── string_type.h │ │ ├── string_util.h │ │ ├── type_to_tflitetype.h │ │ └── version.h │ └── third_party │ ├── flatbuffers │ ├── LICENSE.txt │ └── include │ │ └── flatbuffers │ │ ├── base.h │ │ ├── flatbuffers.h │ │ └── stl_emulation.h │ ├── gemmlowp │ ├── LICENSE │ ├── fixedpoint │ │ ├── fixedpoint.h │ │ └── fixedpoint_sse.h │ └── internal │ │ └── detect_platform.h │ └── ruy │ └── profiler │ └── instrumentation.h └── models ├── MagicWand ├── ei-my-smartphone-motion-project-nn-classifier-tensorflow-lite-float32-model.lite └── ei-my-smartphone-motion-project-nn-classifier-tensorflow-lite-int8-quantized-model.lite └── sine ├── noquant └── model_no_quant.tflite ├── quantint8 └── model.tflite └── sinemodel.tflite /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fjpolo/STM32F407TinyML/HEAD/.gitignore -------------------------------------------------------------------------------- /Comparissons.txt: -------------------------------------------------------------------------------- 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