├── .gitignore ├── .mbedignore ├── 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_cm85.h │ │ ├── core_sc000.h │ │ ├── core_sc300.h │ │ ├── core_starmc1.h │ │ ├── mpu_armv7.h │ │ ├── mpu_armv8.h │ │ ├── pac_armv81.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_math_memory.h │ │ ├── arm_math_types.h │ │ ├── arm_math_types_f16.h │ │ ├── arm_mve_tables.h │ │ ├── arm_mve_tables_f16.h │ │ ├── arm_sorting.h │ │ ├── arm_vec_fft.h │ │ ├── arm_vec_filtering.h │ │ ├── arm_vec_math.h │ │ ├── arm_vec_math_f16.h │ │ └── dsp │ │ │ ├── basic_math_functions.h │ │ │ ├── basic_math_functions_f16.h │ │ │ ├── bayes_functions.h │ │ │ ├── bayes_functions_f16.h │ │ │ ├── complex_math_functions.h │ │ │ ├── complex_math_functions_f16.h │ │ │ ├── controller_functions.h │ │ │ ├── controller_functions_f16.h │ │ │ ├── debug.h │ │ │ ├── distance_functions.h │ │ │ ├── distance_functions_f16.h │ │ │ ├── fast_math_functions.h │ │ │ ├── fast_math_functions_f16.h │ │ │ ├── filtering_functions.h │ │ │ ├── filtering_functions_f16.h │ │ │ ├── interpolation_functions.h │ │ │ ├── interpolation_functions_f16.h │ │ │ ├── matrix_functions.h │ │ │ ├── matrix_functions_f16.h │ │ │ ├── matrix_utils.h │ │ │ ├── none.h │ │ │ ├── quaternion_math_functions.h │ │ │ ├── statistics_functions.h │ │ │ ├── statistics_functions_f16.h │ │ │ ├── support_functions.h │ │ │ ├── support_functions_f16.h │ │ │ ├── svm_defines.h │ │ │ ├── svm_functions.h │ │ │ ├── svm_functions_f16.h │ │ │ ├── transform_functions.h │ │ │ ├── transform_functions_f16.h │ │ │ └── utils.h │ ├── PrivateInclude │ │ └── README.md │ └── Source │ │ ├── BasicMathFunctions │ │ ├── arm_abs_f16.c │ │ ├── arm_abs_f32.c │ │ ├── arm_abs_f64.c │ │ ├── arm_abs_q15.c │ │ ├── arm_abs_q31.c │ │ ├── arm_abs_q7.c │ │ ├── arm_add_f16.c │ │ ├── arm_add_f32.c │ │ ├── arm_add_f64.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_clip_f16.c │ │ ├── arm_clip_f32.c │ │ ├── arm_clip_q15.c │ │ ├── arm_clip_q31.c │ │ ├── arm_clip_q7.c │ │ ├── arm_dot_prod_f16.c │ │ ├── arm_dot_prod_f32.c │ │ ├── arm_dot_prod_f64.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_f64.c │ │ ├── arm_mult_q15.c │ │ ├── arm_mult_q31.c │ │ ├── arm_mult_q7.c │ │ ├── arm_negate_f16.c │ │ ├── arm_negate_f32.c │ │ ├── arm_negate_f64.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_f64.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_f64.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_f64.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_f16.c │ │ └── arm_gaussian_naive_bayes_predict_f32.c │ │ ├── CommonTables │ │ ├── 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_f16.c │ │ ├── arm_cmplx_conj_f32.c │ │ ├── arm_cmplx_conj_q15.c │ │ ├── arm_cmplx_conj_q31.c │ │ ├── arm_cmplx_dot_prod_f16.c │ │ ├── arm_cmplx_dot_prod_f32.c │ │ ├── arm_cmplx_dot_prod_q15.c │ │ ├── arm_cmplx_dot_prod_q31.c │ │ ├── arm_cmplx_mag_f16.c │ │ ├── arm_cmplx_mag_f32.c │ │ ├── arm_cmplx_mag_f64.c │ │ ├── arm_cmplx_mag_fast_q15.c │ │ ├── arm_cmplx_mag_q15.c │ │ ├── arm_cmplx_mag_q31.c │ │ ├── arm_cmplx_mag_squared_f16.c │ │ ├── arm_cmplx_mag_squared_f32.c │ │ ├── arm_cmplx_mag_squared_f64.c │ │ ├── arm_cmplx_mag_squared_q15.c │ │ ├── arm_cmplx_mag_squared_q31.c │ │ ├── arm_cmplx_mult_cmplx_f16.c │ │ ├── arm_cmplx_mult_cmplx_f32.c │ │ ├── arm_cmplx_mult_cmplx_f64.c │ │ ├── arm_cmplx_mult_cmplx_q15.c │ │ ├── arm_cmplx_mult_cmplx_q31.c │ │ ├── arm_cmplx_mult_real_f16.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_f16.c │ │ ├── arm_braycurtis_distance_f32.c │ │ ├── arm_canberra_distance_f16.c │ │ ├── arm_canberra_distance_f32.c │ │ ├── arm_chebyshev_distance_f16.c │ │ ├── arm_chebyshev_distance_f32.c │ │ ├── arm_chebyshev_distance_f64.c │ │ ├── arm_cityblock_distance_f16.c │ │ ├── arm_cityblock_distance_f32.c │ │ ├── arm_cityblock_distance_f64.c │ │ ├── arm_correlation_distance_f16.c │ │ ├── arm_correlation_distance_f32.c │ │ ├── arm_cosine_distance_f16.c │ │ ├── arm_cosine_distance_f32.c │ │ ├── arm_cosine_distance_f64.c │ │ ├── arm_dice_distance.c │ │ ├── arm_euclidean_distance_f16.c │ │ ├── arm_euclidean_distance_f32.c │ │ ├── arm_euclidean_distance_f64.c │ │ ├── arm_hamming_distance.c │ │ ├── arm_jaccard_distance.c │ │ ├── arm_jensenshannon_distance_f16.c │ │ ├── arm_jensenshannon_distance_f32.c │ │ ├── arm_kulsinski_distance.c │ │ ├── arm_minkowski_distance_f16.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_atan2_f16.c │ │ ├── arm_atan2_f32.c │ │ ├── arm_atan2_q15.c │ │ ├── arm_atan2_q31.c │ │ ├── arm_cos_f32.c │ │ ├── arm_cos_q15.c │ │ ├── arm_cos_q31.c │ │ ├── arm_divide_q15.c │ │ ├── arm_divide_q31.c │ │ ├── arm_sin_f32.c │ │ ├── arm_sin_q15.c │ │ ├── arm_sin_q31.c │ │ ├── arm_sqrt_q15.c │ │ ├── arm_sqrt_q31.c │ │ ├── arm_vexp_f16.c │ │ ├── arm_vexp_f32.c │ │ ├── arm_vexp_f64.c │ │ ├── arm_vinverse_f16.c │ │ ├── arm_vlog_f16.c │ │ ├── arm_vlog_f32.c │ │ ├── arm_vlog_f64.c │ │ ├── arm_vlog_q15.c │ │ └── arm_vlog_q31.c │ │ ├── FilteringFunctions │ │ ├── arm_biquad_cascade_df1_32x64_init_q31.c │ │ ├── arm_biquad_cascade_df1_32x64_q31.c │ │ ├── arm_biquad_cascade_df1_f16.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_f16.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_f16.c │ │ ├── arm_biquad_cascade_df2T_f32.c │ │ ├── arm_biquad_cascade_df2T_f64.c │ │ ├── arm_biquad_cascade_df2T_init_f16.c │ │ ├── arm_biquad_cascade_df2T_init_f32.c │ │ ├── arm_biquad_cascade_df2T_init_f64.c │ │ ├── arm_biquad_cascade_stereo_df2T_f16.c │ │ ├── arm_biquad_cascade_stereo_df2T_f32.c │ │ ├── arm_biquad_cascade_stereo_df2T_init_f16.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_f16.c │ │ ├── arm_correlate_f32.c │ │ ├── arm_correlate_f64.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_f16.c │ │ ├── arm_fir_f32.c │ │ ├── arm_fir_f64.c │ │ ├── arm_fir_fast_q15.c │ │ ├── arm_fir_fast_q31.c │ │ ├── arm_fir_init_f16.c │ │ ├── arm_fir_init_f32.c │ │ ├── arm_fir_init_f64.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_levinson_durbin_f16.c │ │ ├── arm_levinson_durbin_f32.c │ │ ├── arm_levinson_durbin_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 │ │ ├── InterpolationFunctions │ │ ├── arm_bilinear_interp_f16.c │ │ ├── arm_bilinear_interp_f32.c │ │ ├── arm_bilinear_interp_q15.c │ │ ├── arm_bilinear_interp_q31.c │ │ ├── arm_bilinear_interp_q7.c │ │ ├── arm_linear_interp_f16.c │ │ ├── arm_linear_interp_f32.c │ │ ├── arm_linear_interp_q15.c │ │ ├── arm_linear_interp_q31.c │ │ ├── arm_linear_interp_q7.c │ │ ├── arm_spline_interp_f32.c │ │ └── arm_spline_interp_init_f32.c │ │ ├── MatrixFunctions │ │ ├── arm_householder_f16.c │ │ ├── arm_householder_f32.c │ │ ├── arm_householder_f64.c │ │ ├── arm_mat_add_f16.c │ │ ├── arm_mat_add_f32.c │ │ ├── arm_mat_add_q15.c │ │ ├── arm_mat_add_q31.c │ │ ├── arm_mat_cholesky_f16.c │ │ ├── arm_mat_cholesky_f32.c │ │ ├── arm_mat_cholesky_f64.c │ │ ├── arm_mat_cmplx_mult_f16.c │ │ ├── arm_mat_cmplx_mult_f32.c │ │ ├── arm_mat_cmplx_mult_q15.c │ │ ├── arm_mat_cmplx_mult_q31.c │ │ ├── arm_mat_cmplx_trans_f16.c │ │ ├── arm_mat_cmplx_trans_f32.c │ │ ├── arm_mat_cmplx_trans_q15.c │ │ ├── arm_mat_cmplx_trans_q31.c │ │ ├── arm_mat_init_f16.c │ │ ├── arm_mat_init_f32.c │ │ ├── arm_mat_init_q15.c │ │ ├── arm_mat_init_q31.c │ │ ├── arm_mat_inverse_f16.c │ │ ├── arm_mat_inverse_f32.c │ │ ├── arm_mat_inverse_f64.c │ │ ├── arm_mat_ldlt_f32.c │ │ ├── arm_mat_ldlt_f64.c │ │ ├── arm_mat_mult_f16.c │ │ ├── arm_mat_mult_f32.c │ │ ├── arm_mat_mult_f64.c │ │ ├── arm_mat_mult_fast_q15.c │ │ ├── arm_mat_mult_fast_q31.c │ │ ├── arm_mat_mult_opt_q31.c │ │ ├── arm_mat_mult_q15.c │ │ ├── arm_mat_mult_q31.c │ │ ├── arm_mat_mult_q7.c │ │ ├── arm_mat_qr_f16.c │ │ ├── arm_mat_qr_f32.c │ │ ├── arm_mat_qr_f64.c │ │ ├── arm_mat_scale_f16.c │ │ ├── arm_mat_scale_f32.c │ │ ├── arm_mat_scale_q15.c │ │ ├── arm_mat_scale_q31.c │ │ ├── arm_mat_solve_lower_triangular_f16.c │ │ ├── arm_mat_solve_lower_triangular_f32.c │ │ ├── arm_mat_solve_lower_triangular_f64.c │ │ ├── arm_mat_solve_upper_triangular_f16.c │ │ ├── arm_mat_solve_upper_triangular_f32.c │ │ ├── arm_mat_solve_upper_triangular_f64.c │ │ ├── arm_mat_sub_f16.c │ │ ├── arm_mat_sub_f32.c │ │ ├── arm_mat_sub_f64.c │ │ ├── arm_mat_sub_q15.c │ │ ├── arm_mat_sub_q31.c │ │ ├── arm_mat_trans_f16.c │ │ ├── arm_mat_trans_f32.c │ │ ├── arm_mat_trans_f64.c │ │ ├── arm_mat_trans_q15.c │ │ ├── arm_mat_trans_q31.c │ │ ├── arm_mat_trans_q7.c │ │ ├── arm_mat_vec_mult_f16.c │ │ ├── arm_mat_vec_mult_f32.c │ │ ├── arm_mat_vec_mult_q15.c │ │ ├── arm_mat_vec_mult_q31.c │ │ └── arm_mat_vec_mult_q7.c │ │ ├── QuaternionMathFunctions │ │ ├── arm_quaternion2rotation_f32.c │ │ ├── arm_quaternion_conjugate_f32.c │ │ ├── arm_quaternion_inverse_f32.c │ │ ├── arm_quaternion_norm_f32.c │ │ ├── arm_quaternion_normalize_f32.c │ │ ├── arm_quaternion_product_f32.c │ │ ├── arm_quaternion_product_single_f32.c │ │ └── arm_rotation2quaternion_f32.c │ │ ├── SVMFunctions │ │ ├── arm_svm_linear_init_f16.c │ │ ├── arm_svm_linear_init_f32.c │ │ ├── arm_svm_linear_predict_f16.c │ │ ├── arm_svm_linear_predict_f32.c │ │ ├── arm_svm_polynomial_init_f16.c │ │ ├── arm_svm_polynomial_init_f32.c │ │ ├── arm_svm_polynomial_predict_f16.c │ │ ├── arm_svm_polynomial_predict_f32.c │ │ ├── arm_svm_rbf_init_f16.c │ │ ├── arm_svm_rbf_init_f32.c │ │ ├── arm_svm_rbf_predict_f16.c │ │ ├── arm_svm_rbf_predict_f32.c │ │ ├── arm_svm_sigmoid_init_f16.c │ │ ├── arm_svm_sigmoid_init_f32.c │ │ ├── arm_svm_sigmoid_predict_f16.c │ │ └── arm_svm_sigmoid_predict_f32.c │ │ ├── StatisticsFunctions │ │ ├── arm_absmax_f16.c │ │ ├── arm_absmax_f32.c │ │ ├── arm_absmax_f64.c │ │ ├── arm_absmax_no_idx_f16.c │ │ ├── arm_absmax_no_idx_f32.c │ │ ├── arm_absmax_no_idx_f64.c │ │ ├── arm_absmax_no_idx_q15.c │ │ ├── arm_absmax_no_idx_q31.c │ │ ├── arm_absmax_no_idx_q7.c │ │ ├── arm_absmax_q15.c │ │ ├── arm_absmax_q31.c │ │ ├── arm_absmax_q7.c │ │ ├── arm_absmin_f16.c │ │ ├── arm_absmin_f32.c │ │ ├── arm_absmin_f64.c │ │ ├── arm_absmin_no_idx_f16.c │ │ ├── arm_absmin_no_idx_f32.c │ │ ├── arm_absmin_no_idx_f64.c │ │ ├── arm_absmin_no_idx_q15.c │ │ ├── arm_absmin_no_idx_q31.c │ │ ├── arm_absmin_no_idx_q7.c │ │ ├── arm_absmin_q15.c │ │ ├── arm_absmin_q31.c │ │ ├── arm_absmin_q7.c │ │ ├── arm_accumulate_f16.c │ │ ├── arm_accumulate_f32.c │ │ ├── arm_accumulate_f64.c │ │ ├── arm_entropy_f16.c │ │ ├── arm_entropy_f32.c │ │ ├── arm_entropy_f64.c │ │ ├── arm_kullback_leibler_f16.c │ │ ├── arm_kullback_leibler_f32.c │ │ ├── arm_kullback_leibler_f64.c │ │ ├── arm_logsumexp_dot_prod_f16.c │ │ ├── arm_logsumexp_dot_prod_f32.c │ │ ├── arm_logsumexp_f16.c │ │ ├── arm_logsumexp_f32.c │ │ ├── arm_max_f16.c │ │ ├── arm_max_f32.c │ │ ├── arm_max_f64.c │ │ ├── arm_max_no_idx_f16.c │ │ ├── arm_max_no_idx_f32.c │ │ ├── arm_max_no_idx_f64.c │ │ ├── arm_max_no_idx_q15.c │ │ ├── arm_max_no_idx_q31.c │ │ ├── arm_max_no_idx_q7.c │ │ ├── arm_max_q15.c │ │ ├── arm_max_q31.c │ │ ├── arm_max_q7.c │ │ ├── arm_mean_f16.c │ │ ├── arm_mean_f32.c │ │ ├── arm_mean_f64.c │ │ ├── arm_mean_q15.c │ │ ├── arm_mean_q31.c │ │ ├── arm_mean_q7.c │ │ ├── arm_min_f16.c │ │ ├── arm_min_f32.c │ │ ├── arm_min_f64.c │ │ ├── arm_min_no_idx_f16.c │ │ ├── arm_min_no_idx_f32.c │ │ ├── arm_min_no_idx_f64.c │ │ ├── arm_min_no_idx_q15.c │ │ ├── arm_min_no_idx_q31.c │ │ ├── arm_min_no_idx_q7.c │ │ ├── arm_min_q15.c │ │ ├── arm_min_q31.c │ │ ├── arm_min_q7.c │ │ ├── arm_mse_f16.c │ │ ├── arm_mse_f32.c │ │ ├── arm_mse_f64.c │ │ ├── arm_mse_q15.c │ │ ├── arm_mse_q31.c │ │ ├── arm_mse_q7.c │ │ ├── arm_power_f16.c │ │ ├── arm_power_f32.c │ │ ├── arm_power_f64.c │ │ ├── arm_power_q15.c │ │ ├── arm_power_q31.c │ │ ├── arm_power_q7.c │ │ ├── arm_rms_f16.c │ │ ├── arm_rms_f32.c │ │ ├── arm_rms_q15.c │ │ ├── arm_rms_q31.c │ │ ├── arm_std_f16.c │ │ ├── arm_std_f32.c │ │ ├── arm_std_f64.c │ │ ├── arm_std_q15.c │ │ ├── arm_std_q31.c │ │ ├── arm_var_f16.c │ │ ├── arm_var_f32.c │ │ ├── arm_var_f64.c │ │ ├── arm_var_q15.c │ │ └── arm_var_q31.c │ │ ├── SupportFunctions │ │ ├── arm_barycenter_f16.c │ │ ├── arm_barycenter_f32.c │ │ ├── arm_bitonic_sort_f32.c │ │ ├── arm_bubble_sort_f32.c │ │ ├── arm_copy_f16.c │ │ ├── arm_copy_f32.c │ │ ├── arm_copy_f64.c │ │ ├── arm_copy_q15.c │ │ ├── arm_copy_q31.c │ │ ├── arm_copy_q7.c │ │ ├── arm_f16_to_float.c │ │ ├── arm_f16_to_q15.c │ │ ├── arm_fill_f16.c │ │ ├── arm_fill_f32.c │ │ ├── arm_fill_f64.c │ │ ├── arm_fill_q15.c │ │ ├── arm_fill_q31.c │ │ ├── arm_fill_q7.c │ │ ├── arm_float_to_f16.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_f16.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_weighted_sum_f16.c │ │ └── arm_weighted_sum_f32.c │ │ └── TransformFunctions │ │ ├── arm_bitreversal.c │ │ ├── arm_bitreversal2.c │ │ ├── arm_bitreversal_f16.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_f16.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_f16.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_f16.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_mfcc_f16.c │ │ ├── arm_mfcc_f32.c │ │ ├── arm_mfcc_init_f16.c │ │ ├── arm_mfcc_init_f32.c │ │ ├── arm_mfcc_init_q15.c │ │ ├── arm_mfcc_init_q31.c │ │ ├── arm_mfcc_q15.c │ │ ├── arm_mfcc_q31.c │ │ ├── arm_rfft_f32.c │ │ ├── arm_rfft_fast_f16.c │ │ ├── arm_rfft_fast_f32.c │ │ ├── arm_rfft_fast_f64.c │ │ ├── arm_rfft_fast_init_f16.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_math_types.h │ │ ├── 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_s16.c │ │ ├── arm_elementwise_add_s8.c │ │ ├── arm_elementwise_mul_s16.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_fast_s16.c │ │ ├── arm_convolve_s16.c │ │ ├── arm_convolve_s8.c │ │ ├── arm_convolve_wrapper_s16.c │ │ ├── arm_convolve_wrapper_s8.c │ │ ├── arm_depthwise_conv_3x3_s8.c │ │ ├── arm_depthwise_conv_fast_s16.c │ │ ├── arm_depthwise_conv_s16.c │ │ ├── arm_depthwise_conv_s8.c │ │ ├── arm_depthwise_conv_s8_opt.c │ │ ├── arm_depthwise_conv_u8_basic_ver1.c │ │ ├── arm_depthwise_conv_wrapper_s16.c │ │ ├── arm_depthwise_conv_wrapper_s8.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_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_s16.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_s16.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_mul_kernel_s16.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_s16.c │ │ ├── arm_nn_vec_mat_mult_t_s8.c │ │ ├── arm_nn_vec_mat_mult_t_svdf_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_s16.c │ │ ├── arm_avgpool_s8.c │ │ ├── arm_max_pool_s16.c │ │ ├── arm_max_pool_s8.c │ │ └── arm_pool_q7_HWC.c │ │ ├── ReshapeFunctions │ │ └── arm_reshape_s8.c │ │ ├── SVDFunctions │ │ ├── arm_svdf_s8.c │ │ └── arm_svdf_state_s16_s8.c │ │ └── SoftmaxFunctions │ │ ├── arm_nn_softmax_common_s8.c │ │ ├── arm_softmax_q15.c │ │ ├── arm_softmax_q7.c │ │ ├── arm_softmax_s16.c │ │ ├── arm_softmax_s8.c │ │ ├── arm_softmax_s8_s16.c │ │ ├── arm_softmax_u8.c │ │ └── arm_softmax_with_batch_q7.c └── sources.txt ├── LICENSE ├── LICENSE.3-clause-bsd-clear ├── README.md ├── classifier ├── ei_aligned_malloc.h ├── ei_classifier_config.h ├── ei_classifier_smooth.h ├── ei_classifier_types.h ├── ei_constants.h ├── ei_data_normalization.h ├── ei_model_types.h ├── ei_nms.h ├── ei_print_results.h ├── ei_quantize.h ├── ei_run_classifier.h ├── ei_run_classifier_c.cpp ├── ei_run_classifier_c.h ├── ei_run_classifier_image.h ├── ei_run_dsp.h ├── ei_signal_with_axes.h ├── ei_signal_with_range.h ├── inferencing_engines │ ├── akida.h │ ├── anomaly.h │ ├── aton.h │ ├── ceva_npn.h │ ├── drpai.h │ ├── engines.h │ ├── ethos_linux.h │ ├── memryx.h │ ├── nordic_axon.h │ ├── onnx_tidl.h │ ├── tensaiflow.h │ ├── tensorrt.h │ ├── tflite_eon.h │ ├── tflite_full.h │ ├── tflite_helper.h │ ├── tflite_micro.h │ └── tflite_tidl.h └── postprocessing │ ├── alignment │ ├── ei_alignment.hpp │ └── rectangular_lsap.hpp │ ├── ei_object_counting.h │ ├── ei_object_tracking.h │ ├── ei_performance_calibration.h │ ├── ei_postprocessing.h │ ├── ei_postprocessing_ai_hub.h │ ├── ei_postprocessing_common.h │ ├── ei_postprocessing_types.h │ └── tinyEKF │ ├── LICENSE.md │ ├── tinyekf.hpp │ └── tinyekf_custom.h ├── cmake ├── add_source.cmake ├── utils.cmake └── zephyr │ └── CMakeLists.txt ├── create-arduino-library.sh ├── dsp ├── README.md ├── config.hpp ├── dct │ ├── .clang-format │ ├── fast-dct-fft.cpp │ └── fast-dct-fft.h ├── dsp_engines │ ├── ei_arm_cmsis_dsp.h │ ├── ei_ceva_dsp.h │ ├── ei_ceva_dsp_fixed.h │ ├── ei_esp_dsp.h │ └── ei_no_hw_dsp.h ├── ei_alloc.h ├── ei_dsp_handle.h ├── ei_eeg.hpp ├── ei_flatten.h ├── ei_hr.hpp ├── ei_profiler.h ├── ei_utils.h ├── ei_vector.h ├── image │ ├── image.hpp │ ├── processing.cpp │ └── processing.hpp ├── kissfft │ ├── .clang-format │ ├── LICENSE │ ├── README.md │ ├── _kiss_fft_guts.h │ ├── kiss_fft.cpp │ ├── kiss_fft.h │ ├── kiss_fftr.cpp │ ├── kiss_fftr.h │ └── kissfft.h ├── memory.cpp ├── memory.hpp ├── numpy.hpp ├── numpy_types.h ├── returntypes.h ├── returntypes.hpp ├── spectral │ ├── feature.hpp │ ├── filters.hpp │ ├── fir_filter.hpp │ ├── processing.hpp │ ├── signal.hpp │ ├── spectral.hpp │ ├── wavelet.hpp │ └── wavelet_coeff.hpp └── speechpy │ ├── feature.hpp │ ├── functions.hpp │ ├── processing.hpp │ └── speechpy.hpp ├── porting ├── .clang-format ├── ambiq │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── android │ └── ei_classifier_porting.cpp ├── arduino │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── brickml │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── ceva-npn │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── clib │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── ei_classifier_porting.h ├── ei_logging.h ├── espressif │ ├── ESP-NN │ │ ├── CMakeLists.txt │ │ ├── CONTRIBUTING.md │ │ ├── Kconfig.projbuild │ │ ├── LICENSE │ │ ├── README.md │ │ ├── idf_component.yml │ │ ├── include │ │ │ ├── esp_nn.h │ │ │ ├── esp_nn_ansi_c.h │ │ │ ├── esp_nn_ansi_headers.h │ │ │ ├── esp_nn_defs.h │ │ │ ├── esp_nn_esp32p4.h │ │ │ ├── esp_nn_esp32s3.h │ │ │ └── esp_nn_generic_opt.h │ │ └── src │ │ │ ├── activation_functions │ │ │ ├── esp_nn_relu_ansi.c │ │ │ └── esp_nn_relu_s8_esp32s3.S │ │ │ ├── basic_math │ │ │ ├── esp_nn_add_ansi.c │ │ │ ├── esp_nn_add_s8_esp32s3.S │ │ │ ├── esp_nn_mul_ansi.c │ │ │ └── esp_nn_mul_s8_esp32s3.S │ │ │ ├── common │ │ │ ├── common_functions.h │ │ │ ├── esp_nn_common_functions_esp32s3.S │ │ │ ├── esp_nn_multiply_by_quantized_mult_esp32s3.S │ │ │ └── esp_nn_multiply_by_quantized_mult_ver1_esp32s3.S │ │ │ ├── convolution │ │ │ ├── esp_nn_conv_ansi.c │ │ │ ├── esp_nn_conv_esp32p4.c │ │ │ ├── esp_nn_conv_esp32s3.c │ │ │ ├── esp_nn_conv_opt.c │ │ │ ├── esp_nn_conv_s16_mult4_1x1_esp32s3.S │ │ │ ├── esp_nn_conv_s16_mult8_esp32s3.S │ │ │ ├── esp_nn_conv_s8_filter_aligned_input_padded_esp32s3.S │ │ │ ├── esp_nn_conv_s8_mult8_1x1_esp32s3.S │ │ │ ├── esp_nn_depthwise_conv_ansi.c │ │ │ ├── esp_nn_depthwise_conv_opt.c │ │ │ ├── esp_nn_depthwise_conv_s16_mult1_3x3_esp32s3.S │ │ │ ├── esp_nn_depthwise_conv_s16_mult1_3x3_no_pad_esp32s3.S │ │ │ ├── esp_nn_depthwise_conv_s16_mult1_esp32s3.S │ │ │ ├── esp_nn_depthwise_conv_s16_mult4_esp32s3.S │ │ │ ├── esp_nn_depthwise_conv_s16_mult8_3x3_esp32s3.S │ │ │ ├── esp_nn_depthwise_conv_s16_mult8_esp32s3.S │ │ │ ├── esp_nn_depthwise_conv_s8_esp32s3.c │ │ │ └── esp_nn_depthwise_conv_s8_mult1_3x3_padded_esp32s3.S │ │ │ ├── fully_connected │ │ │ ├── esp_nn_fully_connected_ansi.c │ │ │ └── esp_nn_fully_connected_s8_esp32s3.S │ │ │ ├── pooling │ │ │ ├── esp_nn_avg_pool_ansi.c │ │ │ ├── esp_nn_avg_pool_s8_esp32s3.S │ │ │ ├── esp_nn_max_pool_ansi.c │ │ │ └── esp_nn_max_pool_s8_esp32s3.S │ │ │ └── softmax │ │ │ ├── esp_nn_softmax_ansi.c │ │ │ ├── esp_nn_softmax_opt.c │ │ │ └── softmax_common.h │ ├── debug_log.cpp │ ├── ei_classifier_porting.cpp │ └── esp-dsp │ │ ├── LICENSE │ │ ├── README.md │ │ └── modules │ │ ├── common │ │ ├── include │ │ │ ├── dsp_common.h │ │ │ ├── dsp_err.h │ │ │ ├── dsp_err_codes.h │ │ │ ├── dsp_platform.h │ │ │ ├── dsp_tests.h │ │ │ └── dsp_types.h │ │ └── misc │ │ │ └── dsps_pwroftwo.cpp │ │ └── fft │ │ ├── fixed │ │ ├── dsps_fft2r_sc16_ae32.S │ │ ├── dsps_fft2r_sc16_aes3.S │ │ ├── dsps_fft2r_sc16_ansi.c │ │ └── dsps_fft2r_sc16_arp4.S │ │ ├── float │ │ ├── dsps_bit_rev_lookup_fc32_aes3.S │ │ ├── dsps_fft2r_bitrev_tables_fc32.c │ │ ├── dsps_fft2r_fc32_ae32.c │ │ ├── dsps_fft2r_fc32_ae32_.S │ │ ├── dsps_fft2r_fc32_aes3_.S │ │ ├── dsps_fft2r_fc32_ansi.c │ │ └── dsps_fft2r_fc32_arp4.S │ │ └── include │ │ ├── dsps_fft2r.h │ │ ├── dsps_fft2r_platform.h │ │ └── dsps_fft_tables.h ├── ethos-core-driver │ ├── CMakeLists.txt │ ├── LICENSE.txt │ ├── README.MD │ ├── SECURITY.md │ ├── include │ │ ├── ethosu_driver.h │ │ ├── ethosu_types.h │ │ └── pmu_ethosu.h │ ├── src │ │ ├── ehtosu_config_u65.h │ │ ├── ethosu55_interface.h │ │ ├── ethosu65_interface.h │ │ ├── ethosu85_interface.h │ │ ├── ethosu_config_u55.h │ │ ├── ethosu_config_u85.h │ │ ├── ethosu_device.h │ │ ├── ethosu_device_u55_u65.c │ │ ├── ethosu_device_u85.c │ │ ├── ethosu_driver.c │ │ ├── ethosu_interface.h │ │ ├── ethosu_log.h │ │ └── ethosu_pmu.c │ └── version.txt ├── himax-we2 │ ├── debug_log.cpp │ ├── ei_classifier_porting.cpp │ └── ethosu_driver.c ├── himax │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── iar │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── infineon-psoc62 │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── mbed │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── mingw32 │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── particle │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── posix │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── raspberry │ └── ei_classifier_porting.cpp ├── renesas-ra │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── seeed-vision-ai │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── silabs │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── sony │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── stm32-cubeai │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── synaptics │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── ti │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp └── zephyr │ ├── debug_log.cpp │ └── ei_classifier_porting.cpp ├── sources.txt ├── tensorflow ├── LICENSE └── lite │ ├── builtin_op_data.h │ ├── builtin_ops.h │ ├── c │ ├── builtin_op_data.h │ ├── c_api_types.h │ ├── common.c │ └── common.h │ ├── context_util.h │ ├── core │ ├── api │ │ ├── common.cc │ │ ├── error_reporter.cc │ │ ├── error_reporter.h │ │ ├── flatbuffer_conversions.cc │ │ ├── flatbuffer_conversions.h │ │ ├── op_resolver.cc │ │ ├── op_resolver.h │ │ ├── tensor_utils.cc │ │ └── tensor_utils.h │ └── c │ │ ├── builtin_op_data.h │ │ ├── c_api_types.h │ │ └── common.h │ ├── kernels │ ├── custom │ │ ├── tree_ensemble_classifier.cc │ │ └── tree_ensemble_classifier.h │ ├── internal │ │ ├── common.h │ │ ├── compatibility.h │ │ ├── cppmath.h │ │ ├── max.h │ │ ├── min.h │ │ ├── optimized │ │ │ └── neon_check.h │ │ ├── portable_tensor.h │ │ ├── portable_tensor_utils.cc │ │ ├── portable_tensor_utils.h │ │ ├── quantization_util.cc │ │ ├── quantization_util.h │ │ ├── reduce_common.h │ │ ├── reference │ │ │ ├── add.h │ │ │ ├── add_n.h │ │ │ ├── arg_min_max.h │ │ │ ├── batch_matmul.h │ │ │ ├── batch_to_space_nd.h │ │ │ ├── binary_function.h │ │ │ ├── broadcast_args.h │ │ │ ├── broadcast_to.h │ │ │ ├── ceil.h │ │ │ ├── comparisons.h │ │ │ ├── concatenation.h │ │ │ ├── conv.h │ │ │ ├── cumsum.h │ │ │ ├── depth_to_space.h │ │ │ ├── depthwiseconv_float.h │ │ │ ├── depthwiseconv_uint8.h │ │ │ ├── dequantize.h │ │ │ ├── div.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 │ │ │ ├── lstm_cell.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 │ │ │ ├── scatter_nd.h │ │ │ ├── select.h │ │ │ ├── slice.h │ │ │ ├── softmax.h │ │ │ ├── space_to_batch_nd.h │ │ │ ├── space_to_depth.h │ │ │ ├── strided_slice.h │ │ │ ├── sub.h │ │ │ ├── tanh.h │ │ │ ├── transpose.h │ │ │ └── transpose_conv.h │ │ ├── reference_portable_tensor_utils.cc │ │ ├── reference_portable_tensor_utils.h │ │ ├── reference_portable_tensor_utils_impl.h │ │ ├── runtime_shape.h │ │ ├── strided_slice_logic.h │ │ ├── tensor_ctypes.h │ │ ├── tensor_utils.cc │ │ └── 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 │ ├── fake_micro_context.cc │ ├── fake_micro_context.h │ ├── flatbuffer_conversions_bridge.cc │ ├── flatbuffer_conversions_bridge.h │ ├── flatbuffer_utils.cc │ ├── flatbuffer_utils.h │ ├── ibuffer_allocator.h │ ├── kernels │ │ ├── activation_utils.h │ │ ├── activations.cc │ │ ├── activations.h │ │ ├── activations_common.cc │ │ ├── add.cc │ │ ├── add.h │ │ ├── add_common.cc │ │ ├── add_n.cc │ │ ├── arg_min_max.cc │ │ ├── assign_variable.cc │ │ ├── batch_matmul.cc │ │ ├── batch_to_space_nd.cc │ │ ├── broadcast_args.cc │ │ ├── broadcast_to.cc │ │ ├── call_once.cc │ │ ├── cast.cc │ │ ├── ceil.cc │ │ ├── circular_buffer.cc │ │ ├── circular_buffer.h │ │ ├── circular_buffer_common.cc │ │ ├── circular_buffer_flexbuffers_generated_data.h │ │ ├── comparisons.cc │ │ ├── complex_abs.cc │ │ ├── concatenation.cc │ │ ├── conv.cc │ │ ├── conv.h │ │ ├── conv_common.cc │ │ ├── conv_test.h │ │ ├── cumsum.cc │ │ ├── depth_to_space.cc │ │ ├── depthwise_conv.cc │ │ ├── depthwise_conv.h │ │ ├── depthwise_conv_common.cc │ │ ├── dequantize.cc │ │ ├── dequantize.h │ │ ├── dequantize_common.cc │ │ ├── detection_postprocess.cc │ │ ├── detection_postprocess_flexbuffers_generated_data.h │ │ ├── div.cc │ │ ├── elementwise.cc │ │ ├── elu.cc │ │ ├── ethosu.cc │ │ ├── ethosu.h │ │ ├── exp.cc │ │ ├── expand_dims.cc │ │ ├── fill.cc │ │ ├── floor.cc │ │ ├── floor_div.cc │ │ ├── floor_mod.cc │ │ ├── fully_connected.cc │ │ ├── fully_connected.h │ │ ├── fully_connected_common.cc │ │ ├── gather.cc │ │ ├── gather_nd.cc │ │ ├── hard_swish.cc │ │ ├── hard_swish.h │ │ ├── hard_swish_common.cc │ │ ├── if.cc │ │ ├── kernel_runner.cc │ │ ├── kernel_runner.h │ │ ├── kernel_util.h │ │ ├── kernel_util_micro.cc │ │ ├── l2_pool_2d.cc │ │ ├── l2norm.cc │ │ ├── leaky_relu.cc │ │ ├── leaky_relu.h │ │ ├── leaky_relu_common.cc │ │ ├── log_softmax.cc │ │ ├── logical.cc │ │ ├── logical.h │ │ ├── logical_common.cc │ │ ├── logistic.cc │ │ ├── logistic.h │ │ ├── logistic_common.cc │ │ ├── lstm_eval.cc │ │ ├── lstm_eval.h │ │ ├── lstm_eval_test.h │ │ ├── lstm_shared.h │ │ ├── maximum_minimum.cc │ │ ├── micro_ops.h │ │ ├── micro_tensor_utils.cc │ │ ├── micro_tensor_utils.h │ │ ├── mirror_pad.cc │ │ ├── mli_function_specializations.h │ │ ├── mli_interface.cc │ │ ├── mli_interface.h │ │ ├── mli_slicers.cc │ │ ├── mli_slicers.h │ │ ├── mli_tf_utils.h │ │ ├── mul.cc │ │ ├── mul.h │ │ ├── mul_common.cc │ │ ├── neg.cc │ │ ├── pack.cc │ │ ├── pad.cc │ │ ├── pad.h │ │ ├── pooling.cc │ │ ├── pooling.h │ │ ├── pooling_common.cc │ │ ├── prelu.cc │ │ ├── prelu.h │ │ ├── prelu_common.cc │ │ ├── quantize.cc │ │ ├── quantize.h │ │ ├── quantize_common.cc │ │ ├── read_variable.cc │ │ ├── real.cc │ │ ├── reduce.cc │ │ ├── reduce.h │ │ ├── reduce_common.cc │ │ ├── reshape.cc │ │ ├── resize_bilinear.cc │ │ ├── resize_nearest_neighbor.cc │ │ ├── rfft2d.cc │ │ ├── round.cc │ │ ├── scatter_nd.cc │ │ ├── scratch_buf_mgr.cc │ │ ├── scratch_buf_mgr.h │ │ ├── scratch_buffers.cc │ │ ├── scratch_buffers.h │ │ ├── select.cc │ │ ├── shape.cc │ │ ├── slice.cc │ │ ├── softmax.cc │ │ ├── softmax.h │ │ ├── softmax_common.cc │ │ ├── space_to_batch_nd.cc │ │ ├── space_to_depth.cc │ │ ├── split.cc │ │ ├── split_v.cc │ │ ├── squared_difference.cc │ │ ├── squeeze.cc │ │ ├── strided_slice.cc │ │ ├── sub.cc │ │ ├── sub.h │ │ ├── sub_common.cc │ │ ├── svdf.cc │ │ ├── svdf.h │ │ ├── svdf_common.cc │ │ ├── tanh.cc │ │ ├── tile.cc │ │ ├── topk_v2.cc │ │ ├── transpose.cc │ │ ├── transpose_conv.cc │ │ ├── tree_ensemble_classifier.cc │ │ ├── tree_ensemble_classifier.h │ │ ├── unidirectional_sequence_lstm.cc │ │ ├── unpack.cc │ │ ├── var_handle.cc │ │ ├── while.cc │ │ └── zeros_like.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_plan_struct.h │ │ ├── micro_memory_planner.h │ │ ├── non_persistent_buffer_planner_shim.cc │ │ └── non_persistent_buffer_planner_shim.h │ ├── micro_allocation_info.cc │ ├── micro_allocation_info.h │ ├── micro_allocator.cc │ ├── micro_allocator.h │ ├── micro_arena_constants.h │ ├── micro_context.cc │ ├── micro_context.h │ ├── micro_error_reporter.cc │ ├── micro_error_reporter.h │ ├── micro_graph.cc │ ├── micro_graph.h │ ├── micro_interpreter.cc │ ├── micro_interpreter.h │ ├── micro_log.cc │ ├── micro_log.h │ ├── micro_mutable_op_resolver.h │ ├── micro_op_resolver.h │ ├── micro_profiler.cc │ ├── micro_profiler.h │ ├── micro_profiler_interface.h │ ├── micro_resource_variable.cc │ ├── micro_resource_variable.h │ ├── micro_string.cc │ ├── micro_string.h │ ├── micro_time.cc │ ├── micro_time.h │ ├── micro_utils.cc │ ├── micro_utils.h │ ├── mock_micro_graph.cc │ ├── mock_micro_graph.h │ ├── non_persistent_arena_buffer_allocator.cc │ ├── non_persistent_arena_buffer_allocator.h │ ├── op_resolver_bridge.cc │ ├── op_resolver_bridge.h │ ├── persistent_arena_buffer_allocator.cc │ ├── persistent_arena_buffer_allocator.h │ ├── recording_micro_allocator.cc │ ├── recording_micro_allocator.h │ ├── recording_micro_interpreter.h │ ├── recording_single_arena_buffer_allocator.cc │ ├── recording_single_arena_buffer_allocator.h │ ├── schema_utils.cc │ ├── single_arena_buffer_allocator.cc │ ├── single_arena_buffer_allocator.h │ ├── system_setup.cc │ ├── system_setup.h │ ├── test_helper_custom_ops.cc │ ├── test_helper_custom_ops.h │ ├── test_helpers.cc │ └── test_helpers.h │ ├── portable_type_to_tflitetype.h │ └── schema │ ├── schema_generated.h │ ├── schema_generated_full.h │ └── schema_utils.h └── third_party ├── arc_mli_package ├── LICENSE ├── bin │ └── emsdp_em11d_em9d_dfss │ │ └── release │ │ └── libmli.a └── 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 │ ├── fb_allocator.h │ ├── fb_array.h │ ├── fb_base.h │ ├── fb_buffer.h │ ├── fb_buffer_ref.h │ ├── fb_default_allocator.h │ ├── fb_detached_buffer.h │ ├── fb_flatbuffer_builder.h │ ├── fb_stl_emulation.h │ ├── fb_string.h │ ├── fb_struct.h │ ├── fb_table.h │ ├── fb_util.h │ ├── fb_vector.h │ ├── fb_vector_downward.h │ ├── fb_verifier.h │ ├── flatbuffers.h │ └── flexbuffers.h ├── gemmlowp ├── LICENSE ├── fixedpoint │ ├── fixedpoint.h │ ├── fixedpoint_neon.h │ └── fixedpoint_sse.h └── internal │ └── detect_platform.h ├── incbin └── incbin.h └── ruy └── ruy └── profiler └── instrumentation.h /.gitignore: -------------------------------------------------------------------------------- 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