├── .gitignore ├── LICENSE ├── README.md ├── arduino-build.sh ├── example-portenta-lorawan.ino ├── img ├── elephant.jpg └── not-elephant.jpg └── src ├── QCBOR ├── inc │ ├── UsefulBuf.h │ └── qcbor.h └── src │ ├── UsefulBuf.c │ ├── ieee754.c │ ├── ieee754.h │ ├── qcbor_decode.c │ └── qcbor_encode.c ├── drivers ├── Himax_HM01B0 │ ├── portenta_himax.cpp │ └── portenta_himax.h └── Portenta_Camera │ ├── portenta_camera.cpp │ └── portenta_camera.h ├── edge-impulse-sdk ├── CMSIS │ ├── 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 │ │ │ ├── BasicMathFunctionsF16.c'' │ │ │ ├── arm_abs_f16.c │ │ │ ├── arm_abs_f16.c'' │ │ │ ├── arm_abs_f32.c │ │ │ ├── arm_abs_f32.c'' │ │ │ ├── arm_abs_q15.c │ │ │ ├── arm_abs_q15.c'' │ │ │ ├── arm_abs_q31.c │ │ │ ├── arm_abs_q31.c'' │ │ │ ├── arm_abs_q7.c │ │ │ ├── arm_abs_q7.c'' │ │ │ ├── arm_add_f16.c │ │ │ ├── arm_add_f16.c'' │ │ │ ├── arm_add_f32.c │ │ │ ├── arm_add_f32.c'' │ │ │ ├── arm_add_q15.c │ │ │ ├── arm_add_q15.c'' │ │ │ ├── arm_add_q31.c │ │ │ ├── arm_add_q31.c'' │ │ │ ├── arm_add_q7.c │ │ │ ├── arm_add_q7.c'' │ │ │ ├── arm_and_u16.c │ │ │ ├── arm_and_u16.c'' │ │ │ ├── arm_and_u32.c │ │ │ ├── arm_and_u32.c'' │ │ │ ├── arm_and_u8.c │ │ │ ├── arm_and_u8.c'' │ │ │ ├── arm_dot_prod_f16.c │ │ │ ├── arm_dot_prod_f16.c'' │ │ │ ├── arm_dot_prod_f32.c │ │ │ ├── arm_dot_prod_f32.c'' │ │ │ ├── arm_dot_prod_q15.c │ │ │ ├── arm_dot_prod_q15.c'' │ │ │ ├── arm_dot_prod_q31.c │ │ │ ├── arm_dot_prod_q31.c'' │ │ │ ├── arm_dot_prod_q7.c │ │ │ ├── arm_dot_prod_q7.c'' │ │ │ ├── arm_mult_f16.c │ │ │ ├── arm_mult_f16.c'' │ │ │ ├── arm_mult_f32.c │ │ │ ├── arm_mult_f32.c'' │ │ │ ├── arm_mult_q15.c │ │ │ ├── arm_mult_q15.c'' │ │ │ ├── arm_mult_q31.c │ │ │ ├── arm_mult_q31.c'' │ │ │ ├── arm_mult_q7.c │ │ │ ├── arm_mult_q7.c'' │ │ │ ├── arm_negate_f16.c │ │ │ ├── arm_negate_f16.c'' │ │ │ ├── arm_negate_f32.c │ │ │ ├── arm_negate_f32.c'' │ │ │ ├── arm_negate_q15.c │ │ │ ├── arm_negate_q15.c'' │ │ │ ├── arm_negate_q31.c │ │ │ ├── arm_negate_q31.c'' │ │ │ ├── arm_negate_q7.c │ │ │ ├── arm_negate_q7.c'' │ │ │ ├── arm_not_u16.c │ │ │ ├── arm_not_u16.c'' │ │ │ ├── arm_not_u32.c │ │ │ ├── arm_not_u32.c'' │ │ │ ├── arm_not_u8.c │ │ │ ├── arm_not_u8.c'' │ │ │ ├── arm_offset_f16.c │ │ │ ├── arm_offset_f16.c'' │ │ │ ├── arm_offset_f32.c │ │ │ ├── arm_offset_f32.c'' │ │ │ ├── arm_offset_q15.c │ │ │ ├── arm_offset_q15.c'' │ │ │ ├── arm_offset_q31.c │ │ │ ├── arm_offset_q31.c'' │ │ │ ├── arm_offset_q7.c │ │ │ ├── arm_offset_q7.c'' │ │ │ ├── arm_or_u16.c │ │ │ ├── arm_or_u16.c'' │ │ │ ├── arm_or_u32.c │ │ │ ├── arm_or_u32.c'' │ │ │ ├── arm_or_u8.c │ │ │ ├── arm_or_u8.c'' │ │ │ ├── arm_scale_f16.c │ │ │ ├── arm_scale_f16.c'' │ │ │ ├── arm_scale_f32.c │ │ │ ├── arm_scale_f32.c'' │ │ │ ├── arm_scale_q15.c │ │ │ ├── arm_scale_q15.c'' │ │ │ ├── arm_scale_q31.c │ │ │ ├── arm_scale_q31.c'' │ │ │ ├── arm_scale_q7.c │ │ │ ├── arm_scale_q7.c'' │ │ │ ├── arm_shift_q15.c │ │ │ ├── arm_shift_q15.c'' │ │ │ ├── arm_shift_q31.c │ │ │ ├── arm_shift_q31.c'' │ │ │ ├── arm_shift_q7.c │ │ │ ├── arm_shift_q7.c'' │ │ │ ├── arm_sub_f16.c │ │ │ ├── arm_sub_f16.c'' │ │ │ ├── arm_sub_f32.c │ │ │ ├── arm_sub_f32.c'' │ │ │ ├── arm_sub_q15.c │ │ │ ├── arm_sub_q15.c'' │ │ │ ├── arm_sub_q31.c │ │ │ ├── arm_sub_q31.c'' │ │ │ ├── arm_sub_q7.c │ │ │ ├── arm_sub_q7.c'' │ │ │ ├── arm_xor_u16.c │ │ │ ├── arm_xor_u16.c'' │ │ │ ├── arm_xor_u32.c │ │ │ ├── arm_xor_u32.c'' │ │ │ ├── arm_xor_u8.c │ │ │ └── arm_xor_u8.c'' │ │ │ ├── BayesFunctions │ │ │ ├── arm_gaussian_naive_bayes_predict_f32.c │ │ │ └── arm_gaussian_naive_bayes_predict_f32.c'' │ │ │ ├── CommonTables │ │ │ ├── CommonTablesF16.c │ │ │ ├── CommonTablesF16.c'' │ │ │ ├── arm_common_tables.c │ │ │ ├── arm_common_tables.c'' │ │ │ ├── arm_common_tables_f16.c │ │ │ ├── arm_common_tables_f16.c'' │ │ │ ├── arm_const_structs.c │ │ │ ├── arm_const_structs.c'' │ │ │ ├── arm_const_structs_f16.c │ │ │ ├── arm_const_structs_f16.c'' │ │ │ ├── arm_mve_tables.c │ │ │ ├── arm_mve_tables.c'' │ │ │ ├── arm_mve_tables_f16.c │ │ │ └── arm_mve_tables_f16.c'' │ │ │ ├── ComplexMathFunctions │ │ │ ├── arm_cmplx_conj_f32.c │ │ │ ├── arm_cmplx_conj_f32.c'' │ │ │ ├── arm_cmplx_conj_q15.c │ │ │ ├── arm_cmplx_conj_q15.c'' │ │ │ ├── arm_cmplx_conj_q31.c │ │ │ ├── arm_cmplx_conj_q31.c'' │ │ │ ├── arm_cmplx_dot_prod_f32.c │ │ │ ├── arm_cmplx_dot_prod_f32.c'' │ │ │ ├── arm_cmplx_dot_prod_q15.c │ │ │ ├── arm_cmplx_dot_prod_q15.c'' │ │ │ ├── arm_cmplx_dot_prod_q31.c │ │ │ ├── arm_cmplx_dot_prod_q31.c'' │ │ │ ├── arm_cmplx_mag_f32.c │ │ │ ├── arm_cmplx_mag_f32.c'' │ │ │ ├── arm_cmplx_mag_q15.c │ │ │ ├── arm_cmplx_mag_q15.c'' │ │ │ ├── arm_cmplx_mag_q31.c │ │ │ ├── arm_cmplx_mag_q31.c'' │ │ │ ├── arm_cmplx_mag_squared_f32.c │ │ │ ├── arm_cmplx_mag_squared_f32.c'' │ │ │ ├── arm_cmplx_mag_squared_q15.c │ │ │ ├── arm_cmplx_mag_squared_q15.c'' │ │ │ ├── arm_cmplx_mag_squared_q31.c │ │ │ ├── arm_cmplx_mag_squared_q31.c'' │ │ │ ├── arm_cmplx_mult_cmplx_f32.c │ │ │ ├── arm_cmplx_mult_cmplx_f32.c'' │ │ │ ├── arm_cmplx_mult_cmplx_q15.c │ │ │ ├── arm_cmplx_mult_cmplx_q15.c'' │ │ │ ├── arm_cmplx_mult_cmplx_q31.c │ │ │ ├── arm_cmplx_mult_cmplx_q31.c'' │ │ │ ├── arm_cmplx_mult_real_f32.c │ │ │ ├── arm_cmplx_mult_real_f32.c'' │ │ │ ├── arm_cmplx_mult_real_q15.c │ │ │ ├── arm_cmplx_mult_real_q15.c'' │ │ │ ├── arm_cmplx_mult_real_q31.c │ │ │ └── arm_cmplx_mult_real_q31.c'' │ │ │ ├── ControllerFunctions │ │ │ ├── arm_pid_init_f32.c │ │ │ ├── arm_pid_init_f32.c'' │ │ │ ├── arm_pid_init_q15.c │ │ │ ├── arm_pid_init_q15.c'' │ │ │ ├── arm_pid_init_q31.c │ │ │ ├── arm_pid_init_q31.c'' │ │ │ ├── arm_pid_reset_f32.c │ │ │ ├── arm_pid_reset_f32.c'' │ │ │ ├── arm_pid_reset_q15.c │ │ │ ├── arm_pid_reset_q15.c'' │ │ │ ├── arm_pid_reset_q31.c │ │ │ ├── arm_pid_reset_q31.c'' │ │ │ ├── arm_sin_cos_f32.c │ │ │ ├── arm_sin_cos_f32.c'' │ │ │ ├── arm_sin_cos_q31.c │ │ │ └── arm_sin_cos_q31.c'' │ │ │ ├── DistanceFunctions │ │ │ ├── arm_boolean_distance.c │ │ │ ├── arm_boolean_distance.c'' │ │ │ ├── arm_boolean_distance_template.h │ │ │ ├── arm_braycurtis_distance_f32.c │ │ │ ├── arm_braycurtis_distance_f32.c'' │ │ │ ├── arm_canberra_distance_f32.c │ │ │ ├── arm_canberra_distance_f32.c'' │ │ │ ├── arm_chebyshev_distance_f32.c │ │ │ ├── arm_chebyshev_distance_f32.c'' │ │ │ ├── arm_cityblock_distance_f32.c │ │ │ ├── arm_cityblock_distance_f32.c'' │ │ │ ├── arm_correlation_distance_f32.c │ │ │ ├── arm_correlation_distance_f32.c'' │ │ │ ├── arm_cosine_distance_f32.c │ │ │ ├── arm_cosine_distance_f32.c'' │ │ │ ├── arm_dice_distance.c │ │ │ ├── arm_dice_distance.c'' │ │ │ ├── arm_euclidean_distance_f32.c │ │ │ ├── arm_euclidean_distance_f32.c'' │ │ │ ├── arm_hamming_distance.c │ │ │ ├── arm_hamming_distance.c'' │ │ │ ├── arm_jaccard_distance.c │ │ │ ├── arm_jaccard_distance.c'' │ │ │ ├── arm_jensenshannon_distance_f32.c │ │ │ ├── arm_jensenshannon_distance_f32.c'' │ │ │ ├── arm_kulsinski_distance.c │ │ │ ├── arm_kulsinski_distance.c'' │ │ │ ├── arm_minkowski_distance_f32.c │ │ │ ├── arm_minkowski_distance_f32.c'' │ │ │ ├── arm_rogerstanimoto_distance.c │ │ │ ├── arm_rogerstanimoto_distance.c'' │ │ │ ├── arm_russellrao_distance.c │ │ │ ├── arm_russellrao_distance.c'' │ │ │ ├── arm_sokalmichener_distance.c │ │ │ ├── arm_sokalmichener_distance.c'' │ │ │ ├── arm_sokalsneath_distance.c │ │ │ ├── arm_sokalsneath_distance.c'' │ │ │ ├── arm_yule_distance.c │ │ │ └── arm_yule_distance.c'' │ │ │ ├── FastMathFunctions │ │ │ ├── arm_cos_f32.c │ │ │ ├── arm_cos_f32.c'' │ │ │ ├── arm_cos_q15.c │ │ │ ├── arm_cos_q15.c'' │ │ │ ├── arm_cos_q31.c │ │ │ ├── arm_cos_q31.c'' │ │ │ ├── arm_sin_f32.c │ │ │ ├── arm_sin_f32.c'' │ │ │ ├── arm_sin_q15.c │ │ │ ├── arm_sin_q15.c'' │ │ │ ├── arm_sin_q31.c │ │ │ ├── arm_sin_q31.c'' │ │ │ ├── arm_sqrt_q15.c │ │ │ ├── arm_sqrt_q15.c'' │ │ │ ├── arm_sqrt_q31.c │ │ │ ├── arm_sqrt_q31.c'' │ │ │ ├── arm_vexp_f32.c │ │ │ ├── arm_vexp_f32.c'' │ │ │ ├── arm_vlog_f32.c │ │ │ └── arm_vlog_f32.c'' │ │ │ ├── FilteringFunctions │ │ │ ├── arm_biquad_cascade_df1_32x64_init_q31.c │ │ │ ├── arm_biquad_cascade_df1_32x64_init_q31.c'' │ │ │ ├── arm_biquad_cascade_df1_32x64_q31.c │ │ │ ├── arm_biquad_cascade_df1_32x64_q31.c'' │ │ │ ├── arm_biquad_cascade_df1_f32.c │ │ │ ├── arm_biquad_cascade_df1_f32.c'' │ │ │ ├── arm_biquad_cascade_df1_fast_q15.c │ │ │ ├── arm_biquad_cascade_df1_fast_q15.c'' │ │ │ ├── arm_biquad_cascade_df1_fast_q31.c │ │ │ ├── arm_biquad_cascade_df1_fast_q31.c'' │ │ │ ├── arm_biquad_cascade_df1_init_f32.c │ │ │ ├── arm_biquad_cascade_df1_init_f32.c'' │ │ │ ├── arm_biquad_cascade_df1_init_q15.c │ │ │ ├── arm_biquad_cascade_df1_init_q15.c'' │ │ │ ├── arm_biquad_cascade_df1_init_q31.c │ │ │ ├── arm_biquad_cascade_df1_init_q31.c'' │ │ │ ├── arm_biquad_cascade_df1_q15.c │ │ │ ├── arm_biquad_cascade_df1_q15.c'' │ │ │ ├── arm_biquad_cascade_df1_q31.c │ │ │ ├── arm_biquad_cascade_df1_q31.c'' │ │ │ ├── arm_biquad_cascade_df2T_f32.c │ │ │ ├── arm_biquad_cascade_df2T_f32.c'' │ │ │ ├── arm_biquad_cascade_df2T_f64.c │ │ │ ├── arm_biquad_cascade_df2T_f64.c'' │ │ │ ├── arm_biquad_cascade_df2T_init_f32.c │ │ │ ├── arm_biquad_cascade_df2T_init_f32.c'' │ │ │ ├── arm_biquad_cascade_df2T_init_f64.c │ │ │ ├── arm_biquad_cascade_df2T_init_f64.c'' │ │ │ ├── arm_biquad_cascade_stereo_df2T_f32.c │ │ │ ├── arm_biquad_cascade_stereo_df2T_f32.c'' │ │ │ ├── arm_biquad_cascade_stereo_df2T_init_f32.c │ │ │ ├── arm_biquad_cascade_stereo_df2T_init_f32.c'' │ │ │ ├── arm_conv_f32.c │ │ │ ├── arm_conv_f32.c'' │ │ │ ├── arm_conv_fast_opt_q15.c │ │ │ ├── arm_conv_fast_opt_q15.c'' │ │ │ ├── arm_conv_fast_q15.c │ │ │ ├── arm_conv_fast_q15.c'' │ │ │ ├── arm_conv_fast_q31.c │ │ │ ├── arm_conv_fast_q31.c'' │ │ │ ├── arm_conv_opt_q15.c │ │ │ ├── arm_conv_opt_q15.c'' │ │ │ ├── arm_conv_opt_q7.c │ │ │ ├── arm_conv_opt_q7.c'' │ │ │ ├── arm_conv_partial_f32.c │ │ │ ├── arm_conv_partial_f32.c'' │ │ │ ├── arm_conv_partial_fast_opt_q15.c │ │ │ ├── arm_conv_partial_fast_opt_q15.c'' │ │ │ ├── arm_conv_partial_fast_q15.c │ │ │ ├── arm_conv_partial_fast_q15.c'' │ │ │ ├── arm_conv_partial_fast_q31.c │ │ │ ├── arm_conv_partial_fast_q31.c'' │ │ │ ├── arm_conv_partial_opt_q15.c │ │ │ ├── arm_conv_partial_opt_q15.c'' │ │ │ ├── arm_conv_partial_opt_q7.c │ │ │ ├── arm_conv_partial_opt_q7.c'' │ │ │ ├── arm_conv_partial_q15.c │ │ │ ├── arm_conv_partial_q15.c'' │ │ │ ├── arm_conv_partial_q31.c │ │ │ ├── arm_conv_partial_q31.c'' │ │ │ ├── arm_conv_partial_q7.c │ │ │ ├── arm_conv_partial_q7.c'' │ │ │ ├── arm_conv_q15.c │ │ │ ├── arm_conv_q15.c'' │ │ │ ├── arm_conv_q31.c │ │ │ ├── arm_conv_q31.c'' │ │ │ ├── arm_conv_q7.c │ │ │ ├── arm_conv_q7.c'' │ │ │ ├── arm_correlate_f32.c │ │ │ ├── arm_correlate_f32.c'' │ │ │ ├── arm_correlate_fast_opt_q15.c │ │ │ ├── arm_correlate_fast_opt_q15.c'' │ │ │ ├── arm_correlate_fast_q15.c │ │ │ ├── arm_correlate_fast_q15.c'' │ │ │ ├── arm_correlate_fast_q31.c │ │ │ ├── arm_correlate_fast_q31.c'' │ │ │ ├── arm_correlate_opt_q15.c │ │ │ ├── arm_correlate_opt_q15.c'' │ │ │ ├── arm_correlate_opt_q7.c │ │ │ ├── arm_correlate_opt_q7.c'' │ │ │ ├── arm_correlate_q15.c │ │ │ ├── arm_correlate_q15.c'' │ │ │ ├── arm_correlate_q31.c │ │ │ ├── arm_correlate_q31.c'' │ │ │ ├── arm_correlate_q7.c │ │ │ ├── arm_correlate_q7.c'' │ │ │ ├── arm_fir_decimate_f32.c │ │ │ ├── arm_fir_decimate_f32.c'' │ │ │ ├── arm_fir_decimate_fast_q15.c │ │ │ ├── arm_fir_decimate_fast_q15.c'' │ │ │ ├── arm_fir_decimate_fast_q31.c │ │ │ ├── arm_fir_decimate_fast_q31.c'' │ │ │ ├── arm_fir_decimate_init_f32.c │ │ │ ├── arm_fir_decimate_init_f32.c'' │ │ │ ├── arm_fir_decimate_init_q15.c │ │ │ ├── arm_fir_decimate_init_q15.c'' │ │ │ ├── arm_fir_decimate_init_q31.c │ │ │ ├── arm_fir_decimate_init_q31.c'' │ │ │ ├── arm_fir_decimate_q15.c │ │ │ ├── arm_fir_decimate_q15.c'' │ │ │ ├── arm_fir_decimate_q31.c │ │ │ ├── arm_fir_decimate_q31.c'' │ │ │ ├── arm_fir_f32.c │ │ │ ├── arm_fir_f32.c'' │ │ │ ├── arm_fir_fast_q15.c │ │ │ ├── arm_fir_fast_q15.c'' │ │ │ ├── arm_fir_fast_q31.c │ │ │ ├── arm_fir_fast_q31.c'' │ │ │ ├── arm_fir_init_f32.c │ │ │ ├── arm_fir_init_f32.c'' │ │ │ ├── arm_fir_init_q15.c │ │ │ ├── arm_fir_init_q15.c'' │ │ │ ├── arm_fir_init_q31.c │ │ │ ├── arm_fir_init_q31.c'' │ │ │ ├── arm_fir_init_q7.c │ │ │ ├── arm_fir_init_q7.c'' │ │ │ ├── arm_fir_interpolate_f32.c │ │ │ ├── arm_fir_interpolate_f32.c'' │ │ │ ├── arm_fir_interpolate_init_f32.c │ │ │ ├── arm_fir_interpolate_init_f32.c'' │ │ │ ├── arm_fir_interpolate_init_q15.c │ │ │ ├── arm_fir_interpolate_init_q15.c'' │ │ │ ├── arm_fir_interpolate_init_q31.c │ │ │ ├── arm_fir_interpolate_init_q31.c'' │ │ │ ├── arm_fir_interpolate_q15.c │ │ │ ├── arm_fir_interpolate_q15.c'' │ │ │ ├── arm_fir_interpolate_q31.c │ │ │ ├── arm_fir_interpolate_q31.c'' │ │ │ ├── arm_fir_lattice_f32.c │ │ │ ├── arm_fir_lattice_f32.c'' │ │ │ ├── arm_fir_lattice_init_f32.c │ │ │ ├── arm_fir_lattice_init_f32.c'' │ │ │ ├── arm_fir_lattice_init_q15.c │ │ │ ├── arm_fir_lattice_init_q15.c'' │ │ │ ├── arm_fir_lattice_init_q31.c │ │ │ ├── arm_fir_lattice_init_q31.c'' │ │ │ ├── arm_fir_lattice_q15.c │ │ │ ├── arm_fir_lattice_q15.c'' │ │ │ ├── arm_fir_lattice_q31.c │ │ │ ├── arm_fir_lattice_q31.c'' │ │ │ ├── arm_fir_q15.c │ │ │ ├── arm_fir_q15.c'' │ │ │ ├── arm_fir_q31.c │ │ │ ├── arm_fir_q31.c'' │ │ │ ├── arm_fir_q7.c │ │ │ ├── arm_fir_q7.c'' │ │ │ ├── arm_fir_sparse_f32.c │ │ │ ├── arm_fir_sparse_f32.c'' │ │ │ ├── arm_fir_sparse_init_f32.c │ │ │ ├── arm_fir_sparse_init_f32.c'' │ │ │ ├── arm_fir_sparse_init_q15.c │ │ │ ├── arm_fir_sparse_init_q15.c'' │ │ │ ├── arm_fir_sparse_init_q31.c │ │ │ ├── arm_fir_sparse_init_q31.c'' │ │ │ ├── arm_fir_sparse_init_q7.c │ │ │ ├── arm_fir_sparse_init_q7.c'' │ │ │ ├── arm_fir_sparse_q15.c │ │ │ ├── arm_fir_sparse_q15.c'' │ │ │ ├── arm_fir_sparse_q31.c │ │ │ ├── arm_fir_sparse_q31.c'' │ │ │ ├── arm_fir_sparse_q7.c │ │ │ ├── arm_fir_sparse_q7.c'' │ │ │ ├── arm_iir_lattice_f32.c │ │ │ ├── arm_iir_lattice_f32.c'' │ │ │ ├── arm_iir_lattice_init_f32.c │ │ │ ├── arm_iir_lattice_init_f32.c'' │ │ │ ├── arm_iir_lattice_init_q15.c │ │ │ ├── arm_iir_lattice_init_q15.c'' │ │ │ ├── arm_iir_lattice_init_q31.c │ │ │ ├── arm_iir_lattice_init_q31.c'' │ │ │ ├── arm_iir_lattice_q15.c │ │ │ ├── arm_iir_lattice_q15.c'' │ │ │ ├── arm_iir_lattice_q31.c │ │ │ ├── arm_iir_lattice_q31.c'' │ │ │ ├── arm_lms_f32.c │ │ │ ├── arm_lms_f32.c'' │ │ │ ├── arm_lms_init_f32.c │ │ │ ├── arm_lms_init_f32.c'' │ │ │ ├── arm_lms_init_q15.c │ │ │ ├── arm_lms_init_q15.c'' │ │ │ ├── arm_lms_init_q31.c │ │ │ ├── arm_lms_init_q31.c'' │ │ │ ├── arm_lms_norm_f32.c │ │ │ ├── arm_lms_norm_f32.c'' │ │ │ ├── arm_lms_norm_init_f32.c │ │ │ ├── arm_lms_norm_init_f32.c'' │ │ │ ├── arm_lms_norm_init_q15.c │ │ │ ├── arm_lms_norm_init_q15.c'' │ │ │ ├── arm_lms_norm_init_q31.c │ │ │ ├── arm_lms_norm_init_q31.c'' │ │ │ ├── arm_lms_norm_q15.c │ │ │ ├── arm_lms_norm_q15.c'' │ │ │ ├── arm_lms_norm_q31.c │ │ │ ├── arm_lms_norm_q31.c'' │ │ │ ├── arm_lms_q15.c │ │ │ ├── arm_lms_q15.c'' │ │ │ ├── arm_lms_q31.c │ │ │ └── arm_lms_q31.c'' │ │ │ ├── MatrixFunctions │ │ │ ├── arm_mat_add_f32.c │ │ │ ├── arm_mat_add_f32.c'' │ │ │ ├── arm_mat_add_q15.c │ │ │ ├── arm_mat_add_q15.c'' │ │ │ ├── arm_mat_add_q31.c │ │ │ ├── arm_mat_add_q31.c'' │ │ │ ├── arm_mat_cmplx_mult_f32.c │ │ │ ├── arm_mat_cmplx_mult_f32.c'' │ │ │ ├── arm_mat_cmplx_mult_q15.c │ │ │ ├── arm_mat_cmplx_mult_q15.c'' │ │ │ ├── arm_mat_cmplx_mult_q31.c │ │ │ ├── arm_mat_cmplx_mult_q31.c'' │ │ │ ├── arm_mat_init_f32.c │ │ │ ├── arm_mat_init_f32.c'' │ │ │ ├── arm_mat_init_q15.c │ │ │ ├── arm_mat_init_q15.c'' │ │ │ ├── arm_mat_init_q31.c │ │ │ ├── arm_mat_init_q31.c'' │ │ │ ├── arm_mat_inverse_f32.c │ │ │ ├── arm_mat_inverse_f32.c'' │ │ │ ├── arm_mat_inverse_f64.c │ │ │ ├── arm_mat_inverse_f64.c'' │ │ │ ├── arm_mat_mult_f32.c │ │ │ ├── arm_mat_mult_f32.c'' │ │ │ ├── arm_mat_mult_fast_q15.c │ │ │ ├── arm_mat_mult_fast_q15.c'' │ │ │ ├── arm_mat_mult_fast_q31.c │ │ │ ├── arm_mat_mult_fast_q31.c'' │ │ │ ├── arm_mat_mult_q15.c │ │ │ ├── arm_mat_mult_q15.c'' │ │ │ ├── arm_mat_mult_q31.c │ │ │ ├── arm_mat_mult_q31.c'' │ │ │ ├── arm_mat_scale_f32.c │ │ │ ├── arm_mat_scale_f32.c'' │ │ │ ├── arm_mat_scale_q15.c │ │ │ ├── arm_mat_scale_q15.c'' │ │ │ ├── arm_mat_scale_q31.c │ │ │ ├── arm_mat_scale_q31.c'' │ │ │ ├── arm_mat_sub_f32.c │ │ │ ├── arm_mat_sub_f32.c'' │ │ │ ├── arm_mat_sub_q15.c │ │ │ ├── arm_mat_sub_q15.c'' │ │ │ ├── arm_mat_sub_q31.c │ │ │ ├── arm_mat_sub_q31.c'' │ │ │ ├── arm_mat_trans_f32.c │ │ │ ├── arm_mat_trans_f32.c'' │ │ │ ├── arm_mat_trans_q15.c │ │ │ ├── arm_mat_trans_q15.c'' │ │ │ ├── arm_mat_trans_q31.c │ │ │ └── arm_mat_trans_q31.c'' │ │ │ ├── SVMFunctions │ │ │ ├── arm_svm_linear_init_f32.c │ │ │ ├── arm_svm_linear_init_f32.c'' │ │ │ ├── arm_svm_linear_predict_f32.c │ │ │ ├── arm_svm_linear_predict_f32.c'' │ │ │ ├── arm_svm_polynomial_init_f32.c │ │ │ ├── arm_svm_polynomial_init_f32.c'' │ │ │ ├── arm_svm_polynomial_predict_f32.c │ │ │ ├── arm_svm_polynomial_predict_f32.c'' │ │ │ ├── arm_svm_rbf_init_f32.c │ │ │ ├── arm_svm_rbf_init_f32.c'' │ │ │ ├── arm_svm_rbf_predict_f32.c │ │ │ ├── arm_svm_rbf_predict_f32.c'' │ │ │ ├── arm_svm_sigmoid_init_f32.c │ │ │ ├── arm_svm_sigmoid_init_f32.c'' │ │ │ ├── arm_svm_sigmoid_predict_f32.c │ │ │ └── arm_svm_sigmoid_predict_f32.c'' │ │ │ ├── StatisticsFunctions │ │ │ ├── arm_entropy_f32.c │ │ │ ├── arm_entropy_f32.c'' │ │ │ ├── arm_entropy_f64.c │ │ │ ├── arm_entropy_f64.c'' │ │ │ ├── arm_kullback_leibler_f32.c │ │ │ ├── arm_kullback_leibler_f32.c'' │ │ │ ├── arm_kullback_leibler_f64.c │ │ │ ├── arm_kullback_leibler_f64.c'' │ │ │ ├── arm_logsumexp_dot_prod_f32.c │ │ │ ├── arm_logsumexp_dot_prod_f32.c'' │ │ │ ├── arm_logsumexp_f32.c │ │ │ ├── arm_logsumexp_f32.c'' │ │ │ ├── arm_max_f32.c │ │ │ ├── arm_max_f32.c'' │ │ │ ├── arm_max_no_idx_f32.c │ │ │ ├── arm_max_no_idx_f32.c'' │ │ │ ├── arm_max_q15.c │ │ │ ├── arm_max_q15.c'' │ │ │ ├── arm_max_q31.c │ │ │ ├── arm_max_q31.c'' │ │ │ ├── arm_max_q7.c │ │ │ ├── arm_max_q7.c'' │ │ │ ├── arm_mean_f32.c │ │ │ ├── arm_mean_f32.c'' │ │ │ ├── arm_mean_q15.c │ │ │ ├── arm_mean_q15.c'' │ │ │ ├── arm_mean_q31.c │ │ │ ├── arm_mean_q31.c'' │ │ │ ├── arm_mean_q7.c │ │ │ ├── arm_mean_q7.c'' │ │ │ ├── arm_min_f32.c │ │ │ ├── arm_min_f32.c'' │ │ │ ├── arm_min_q15.c │ │ │ ├── arm_min_q15.c'' │ │ │ ├── arm_min_q31.c │ │ │ ├── arm_min_q31.c'' │ │ │ ├── arm_min_q7.c │ │ │ ├── arm_min_q7.c'' │ │ │ ├── arm_power_f32.c │ │ │ ├── arm_power_f32.c'' │ │ │ ├── arm_power_q15.c │ │ │ ├── arm_power_q15.c'' │ │ │ ├── arm_power_q31.c │ │ │ ├── arm_power_q31.c'' │ │ │ ├── arm_power_q7.c │ │ │ ├── arm_power_q7.c'' │ │ │ ├── arm_rms_f32.c │ │ │ ├── arm_rms_f32.c'' │ │ │ ├── arm_rms_q15.c │ │ │ ├── arm_rms_q15.c'' │ │ │ ├── arm_rms_q31.c │ │ │ ├── arm_rms_q31.c'' │ │ │ ├── arm_std_f32.c │ │ │ ├── arm_std_f32.c'' │ │ │ ├── arm_std_q15.c │ │ │ ├── arm_std_q15.c'' │ │ │ ├── arm_std_q31.c │ │ │ ├── arm_std_q31.c'' │ │ │ ├── arm_var_f32.c │ │ │ ├── arm_var_f32.c'' │ │ │ ├── arm_var_q15.c │ │ │ ├── arm_var_q15.c'' │ │ │ ├── arm_var_q31.c │ │ │ └── arm_var_q31.c'' │ │ │ ├── SupportFunctions │ │ │ ├── arm_barycenter_f32.c │ │ │ ├── arm_barycenter_f32.c'' │ │ │ ├── arm_bitonic_sort_f32.c │ │ │ ├── arm_bitonic_sort_f32.c'' │ │ │ ├── arm_bubble_sort_f32.c │ │ │ ├── arm_bubble_sort_f32.c'' │ │ │ ├── arm_copy_f32.c │ │ │ ├── arm_copy_f32.c'' │ │ │ ├── arm_copy_q15.c │ │ │ ├── arm_copy_q15.c'' │ │ │ ├── arm_copy_q31.c │ │ │ ├── arm_copy_q31.c'' │ │ │ ├── arm_copy_q7.c │ │ │ ├── arm_copy_q7.c'' │ │ │ ├── arm_fill_f32.c │ │ │ ├── arm_fill_f32.c'' │ │ │ ├── arm_fill_q15.c │ │ │ ├── arm_fill_q15.c'' │ │ │ ├── arm_fill_q31.c │ │ │ ├── arm_fill_q31.c'' │ │ │ ├── arm_fill_q7.c │ │ │ ├── arm_fill_q7.c'' │ │ │ ├── arm_float_to_q15.c │ │ │ ├── arm_float_to_q15.c'' │ │ │ ├── arm_float_to_q31.c │ │ │ ├── arm_float_to_q31.c'' │ │ │ ├── arm_float_to_q7.c │ │ │ ├── arm_float_to_q7.c'' │ │ │ ├── arm_heap_sort_f32.c │ │ │ ├── arm_heap_sort_f32.c'' │ │ │ ├── arm_insertion_sort_f32.c │ │ │ ├── arm_insertion_sort_f32.c'' │ │ │ ├── arm_merge_sort_f32.c │ │ │ ├── arm_merge_sort_f32.c'' │ │ │ ├── arm_merge_sort_init_f32.c │ │ │ ├── arm_merge_sort_init_f32.c'' │ │ │ ├── arm_q15_to_float.c │ │ │ ├── arm_q15_to_float.c'' │ │ │ ├── arm_q15_to_q31.c │ │ │ ├── arm_q15_to_q31.c'' │ │ │ ├── arm_q15_to_q7.c │ │ │ ├── arm_q15_to_q7.c'' │ │ │ ├── arm_q31_to_float.c │ │ │ ├── arm_q31_to_float.c'' │ │ │ ├── arm_q31_to_q15.c │ │ │ ├── arm_q31_to_q15.c'' │ │ │ ├── arm_q31_to_q7.c │ │ │ ├── arm_q31_to_q7.c'' │ │ │ ├── arm_q7_to_float.c │ │ │ ├── arm_q7_to_float.c'' │ │ │ ├── arm_q7_to_q15.c │ │ │ ├── arm_q7_to_q15.c'' │ │ │ ├── arm_q7_to_q31.c │ │ │ ├── arm_q7_to_q31.c'' │ │ │ ├── arm_quick_sort_f32.c │ │ │ ├── arm_quick_sort_f32.c'' │ │ │ ├── arm_selection_sort_f32.c │ │ │ ├── arm_selection_sort_f32.c'' │ │ │ ├── arm_sort_f32.c │ │ │ ├── arm_sort_f32.c'' │ │ │ ├── arm_sort_init_f32.c │ │ │ ├── arm_sort_init_f32.c'' │ │ │ ├── arm_spline_interp_f32.c │ │ │ ├── arm_spline_interp_f32.c'' │ │ │ ├── arm_spline_interp_init_f32.c │ │ │ ├── arm_spline_interp_init_f32.c'' │ │ │ ├── arm_weighted_sum_f32.c │ │ │ └── arm_weighted_sum_f32.c'' │ │ │ └── TransformFunctions │ │ │ ├── TransformFunctionsF16.c │ │ │ ├── TransformFunctionsF16.c'' │ │ │ ├── arm_bitreversal.c │ │ │ ├── arm_bitreversal.c'' │ │ │ ├── arm_bitreversal2.c │ │ │ ├── arm_bitreversal2.c'' │ │ │ ├── arm_cfft_f16.c │ │ │ ├── arm_cfft_f16.c'' │ │ │ ├── arm_cfft_f32.c │ │ │ ├── arm_cfft_f32.c'' │ │ │ ├── arm_cfft_f64.c │ │ │ ├── arm_cfft_f64.c'' │ │ │ ├── arm_cfft_init_f16.c │ │ │ ├── arm_cfft_init_f16.c'' │ │ │ ├── arm_cfft_init_f32.c │ │ │ ├── arm_cfft_init_f32.c'' │ │ │ ├── arm_cfft_init_f64.c │ │ │ ├── arm_cfft_init_f64.c'' │ │ │ ├── arm_cfft_init_q15.c │ │ │ ├── arm_cfft_init_q15.c'' │ │ │ ├── arm_cfft_init_q31.c │ │ │ ├── arm_cfft_init_q31.c'' │ │ │ ├── arm_cfft_q15.c │ │ │ ├── arm_cfft_q15.c'' │ │ │ ├── arm_cfft_q31.c │ │ │ ├── arm_cfft_q31.c'' │ │ │ ├── arm_cfft_radix2_f16.c │ │ │ ├── arm_cfft_radix2_f16.c'' │ │ │ ├── arm_cfft_radix2_f32.c │ │ │ ├── arm_cfft_radix2_f32.c'' │ │ │ ├── arm_cfft_radix2_init_f32.c │ │ │ ├── arm_cfft_radix2_init_f32.c'' │ │ │ ├── arm_cfft_radix2_init_q15.c │ │ │ ├── arm_cfft_radix2_init_q15.c'' │ │ │ ├── arm_cfft_radix2_init_q31.c │ │ │ ├── arm_cfft_radix2_init_q31.c'' │ │ │ ├── arm_cfft_radix2_q15.c │ │ │ ├── arm_cfft_radix2_q15.c'' │ │ │ ├── arm_cfft_radix2_q31.c │ │ │ ├── arm_cfft_radix2_q31.c'' │ │ │ ├── arm_cfft_radix4_f16.c │ │ │ ├── arm_cfft_radix4_f16.c'' │ │ │ ├── arm_cfft_radix4_f32.c │ │ │ ├── arm_cfft_radix4_f32.c'' │ │ │ ├── arm_cfft_radix4_init_f32.c │ │ │ ├── arm_cfft_radix4_init_f32.c'' │ │ │ ├── arm_cfft_radix4_init_q15.c │ │ │ ├── arm_cfft_radix4_init_q15.c'' │ │ │ ├── arm_cfft_radix4_init_q31.c │ │ │ ├── arm_cfft_radix4_init_q31.c'' │ │ │ ├── arm_cfft_radix4_q15.c │ │ │ ├── arm_cfft_radix4_q15.c'' │ │ │ ├── arm_cfft_radix4_q31.c │ │ │ ├── arm_cfft_radix4_q31.c'' │ │ │ ├── arm_cfft_radix8_f32.c │ │ │ ├── arm_cfft_radix8_f32.c'' │ │ │ ├── arm_dct4_f32.c │ │ │ ├── arm_dct4_f32.c'' │ │ │ ├── arm_dct4_init_f32.c │ │ │ ├── arm_dct4_init_f32.c'' │ │ │ ├── arm_dct4_init_q15.c │ │ │ ├── arm_dct4_init_q15.c'' │ │ │ ├── arm_dct4_init_q31.c │ │ │ ├── arm_dct4_init_q31.c'' │ │ │ ├── arm_dct4_q15.c │ │ │ ├── arm_dct4_q15.c'' │ │ │ ├── arm_dct4_q31.c │ │ │ ├── arm_dct4_q31.c'' │ │ │ ├── arm_rfft_f32.c │ │ │ ├── arm_rfft_f32.c'' │ │ │ ├── arm_rfft_fast_f32.c │ │ │ ├── arm_rfft_fast_f32.c'' │ │ │ ├── arm_rfft_fast_f64.c │ │ │ ├── arm_rfft_fast_f64.c'' │ │ │ ├── arm_rfft_fast_init_f32.c │ │ │ ├── arm_rfft_fast_init_f32.c'' │ │ │ ├── arm_rfft_fast_init_f64.c │ │ │ ├── arm_rfft_fast_init_f64.c'' │ │ │ ├── arm_rfft_init_f32.c │ │ │ ├── arm_rfft_init_f32.c'' │ │ │ ├── arm_rfft_init_q15.c │ │ │ ├── arm_rfft_init_q15.c'' │ │ │ ├── arm_rfft_init_q31.c │ │ │ ├── arm_rfft_init_q31.c'' │ │ │ ├── arm_rfft_q15.c │ │ │ ├── arm_rfft_q15.c'' │ │ │ ├── arm_rfft_q31.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_image.h │ └── ei_run_dsp.h ├── cmake │ ├── utils.cmake │ └── zephyr │ │ └── CMakeLists.txt ├── create-arduino-library.sh ├── dsp │ ├── config.hpp │ ├── dct │ │ ├── LICENSE │ │ ├── README.md │ │ ├── fast-dct-fft.cpp │ │ └── fast-dct-fft.h │ ├── kissfft │ │ ├── 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 │ │ ├── processing.hpp │ │ └── spectral.hpp │ └── speechpy │ │ ├── feature.hpp │ │ ├── functions.hpp │ │ ├── processing.hpp │ │ └── speechpy.hpp ├── porting │ ├── arduino │ │ ├── debug_log.cpp │ │ └── ei_classifier_porting.cpp │ └── ei_classifier_porting.h ├── sources.txt ├── tensorflow │ ├── LICENSE │ ├── core │ │ └── public │ │ │ └── version.h │ └── lite │ │ ├── c │ │ ├── builtin_op_data.h │ │ ├── common.c │ │ └── common.h │ │ ├── core │ │ └── api │ │ │ ├── error_reporter.cpp │ │ │ ├── error_reporter.h │ │ │ ├── flatbuffer_conversions.cpp │ │ │ ├── flatbuffer_conversions.h │ │ │ ├── op_resolver.cpp │ │ │ ├── op_resolver.h │ │ │ ├── profiler.h │ │ │ ├── tensor_utils.cpp │ │ │ └── tensor_utils.h │ │ ├── kernels │ │ ├── internal │ │ │ ├── common.h │ │ │ ├── compatibility.h │ │ │ ├── cppmath.h │ │ │ ├── max.h │ │ │ ├── min.h │ │ │ ├── optimized │ │ │ │ └── neon_check.h │ │ │ ├── quantization_util.cpp │ │ │ ├── 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.cpp │ │ ├── op_macros.h │ │ └── padding.h │ │ ├── micro │ │ ├── all_ops_resolver.cpp │ │ ├── all_ops_resolver.h │ │ ├── compatibility.h │ │ ├── debug_log.h │ │ ├── kernels │ │ │ ├── activation_utils.h │ │ │ ├── activations.cpp │ │ │ ├── add.cpp │ │ │ ├── arg_min_max.cpp │ │ │ ├── ceil.cpp │ │ │ ├── circular_buffer.cpp │ │ │ ├── comparisons.cpp │ │ │ ├── concatenation.cpp │ │ │ ├── conv.cpp │ │ │ ├── depthwise_conv.cpp │ │ │ ├── dequantize.cpp │ │ │ ├── elementwise.cpp │ │ │ ├── ethosu.cpp │ │ │ ├── floor.cpp │ │ │ ├── fully_connected.cpp │ │ │ ├── l2norm.cpp │ │ │ ├── logical.cpp │ │ │ ├── logistic.cpp │ │ │ ├── maximum_minimum.cpp │ │ │ ├── micro_ops.h │ │ │ ├── micro_utils.h │ │ │ ├── mli_slicers.cpp │ │ │ ├── mli_slicers.h │ │ │ ├── mli_tf_utils.h │ │ │ ├── mul.cpp │ │ │ ├── neg.cpp │ │ │ ├── pack.cpp │ │ │ ├── pad.cpp │ │ │ ├── pooling.cpp │ │ │ ├── prelu.cpp │ │ │ ├── quantize.cpp │ │ │ ├── reduce.cpp │ │ │ ├── reshape.cpp │ │ │ ├── resize_nearest_neighbor.cpp │ │ │ ├── round.cpp │ │ │ ├── scratch_buf_mgr.cpp │ │ │ ├── scratch_buf_mgr.h │ │ │ ├── scratch_buffers.cpp │ │ │ ├── scratch_buffers.h │ │ │ ├── softmax.cpp │ │ │ ├── split.cpp │ │ │ ├── strided_slice.cpp │ │ │ ├── sub.cpp │ │ │ ├── svdf.cpp │ │ │ ├── tanh.cpp │ │ │ └── unpack.cpp │ │ ├── memory_helpers.cpp │ │ ├── memory_helpers.h │ │ ├── memory_planner │ │ │ ├── greedy_memory_planner.cpp │ │ │ ├── greedy_memory_planner.h │ │ │ ├── linear_memory_planner.cpp │ │ │ ├── linear_memory_planner.h │ │ │ └── memory_planner.h │ │ ├── micro_allocator.cpp │ │ ├── micro_allocator.h │ │ ├── micro_error_reporter.cpp │ │ ├── micro_error_reporter.h │ │ ├── micro_interpreter.cpp │ │ ├── micro_interpreter.h │ │ ├── micro_mutable_op_resolver.h │ │ ├── micro_op_resolver.h │ │ ├── micro_optional_debug_tools.cpp │ │ ├── micro_optional_debug_tools.h │ │ ├── micro_profiler.cpp │ │ ├── micro_profiler.h │ │ ├── micro_string.cpp │ │ ├── micro_string.h │ │ ├── micro_time.cpp │ │ ├── micro_time.h │ │ ├── micro_utils.cpp │ │ ├── micro_utils.h │ │ ├── recording_micro_allocator.cpp │ │ ├── recording_micro_allocator.h │ │ ├── recording_micro_interpreter.h │ │ ├── recording_simple_memory_allocator.cpp │ │ ├── recording_simple_memory_allocator.h │ │ ├── simple_memory_allocator.cpp │ │ ├── simple_memory_allocator.h │ │ ├── test_helpers.cpp │ │ ├── test_helpers.h │ │ └── testing │ │ │ ├── micro_test.h │ │ │ ├── test_conv_model.cpp │ │ │ ├── test_conv_model.h │ │ │ ├── test_utils.cpp │ │ │ └── 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_neon.h │ │ └── fixedpoint_sse.h │ └── internal │ │ └── detect_platform.h │ └── ruy │ └── ruy │ └── profiler │ └── instrumentation.h ├── ei_main.cpp ├── ei_main.h ├── ingestion-sdk-c ├── ei_run_impulse.cpp ├── ei_run_impulse.h ├── ei_sampler.cpp ├── ei_sampler.h └── inc │ ├── ei_config.h │ ├── ei_config_types.h │ ├── sensor_aq.cpp │ ├── sensor_aq.h │ └── signing │ ├── sensor_aq_mbedtls_hs256.cpp │ ├── sensor_aq_mbedtls_hs256.h │ └── sensor_aq_none.h ├── ingestion-sdk-platform └── portenta │ ├── ei_device_info.h │ ├── ei_device_portenta.cpp │ ├── ei_device_portenta.h │ ├── ei_portenta_fs_commands.cpp │ └── ei_portenta_fs_commands.h ├── mbedtls_hmac_sha256_sw └── ei_mbedtls_md.h ├── model-parameters ├── dsp_blocks.h └── model_metadata.h ├── repl ├── at_base64.cpp ├── at_base64.h ├── at_cmd_interface.h ├── at_cmd_repl_mbed.h ├── at_cmds.h └── repl.h ├── sensors ├── ei_camera.cpp ├── ei_camera.h ├── ei_microphone.cpp └── ei_microphone.h └── tflite-model ├── trained_model_compiled.cpp └── trained_model_compiled.h /.gitignore: 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