#include "arm_math.h" #include "matrix_test_data.h" #include "type_abbrev.h" /*--------------------------------------------------------------------------------*/ /* Input/Output Buffers */ /*--------------------------------------------------------------------------------*/ MATRIX_TEST_BIGGEST_INPUT_TYPE matrix_output_fut_data[2*MATRIX_TEST_MAX_ELTS] = {0}; MATRIX_TEST_BIGGEST_INPUT_TYPE matrix_output_ref_data[2*MATRIX_TEST_MAX_ELTS] = {0}; MATRIX_TEST_BIGGEST_INPUT_TYPE matrix_output_scratch[MATRIX_TEST_MAX_ELTS] = {0}; MATRIX_TEST_BIGGEST_INPUT_TYPE matrix_output_f32_fut[MATRIX_TEST_MAX_ELTS]; MATRIX_TEST_BIGGEST_INPUT_TYPE matrix_output_f32_ref[MATRIX_TEST_MAX_ELTS]; arm_matrix_instance_f32 matrix_output_fut = { 0, 0, (float32_t *) &matrix_output_fut_data }; arm_matrix_instance_f32 matrix_output_ref = { 0, 0, (float32_t *) &matrix_output_ref_data }; arm_matrix_instance_f64 matrix_output_fut64 = { 0, 0, (float64_t *) &matrix_output_fut_data }; arm_matrix_instance_f64 matrix_output_ref64 = { 0, 0, (float64_t *) &matrix_output_ref_data }; /*--------------------------------------------------------------------------------*/ /* Data Buckets */ /*--------------------------------------------------------------------------------*/ /** * Pool of random data to base matrix inputs from. */ float32_t matrix_f32_100_rand[100] = { -45.0345569674258, -11.0261163038747, -14.6841428777929, 0.0345569674258, -11.0261163038747, -14.6841428777929, -20.3679194392227, 27.5712678608402, -12.1390617339732, -19.8753669720509, 42.3379642103244, -23.7788252219155, -23.7517765301667, 40.2716109915281, -25.8308714086167, 32.1194040197959, 24.4692807074156, -1.32083675968276, 31.1580458282477, -2.90766514824093, -6.97926086704160, 10.2843089382083, 30.1014622769739, 44.4787189721646, -9.60878544118853, -48.4596562348445, -31.1044984967456, -6.41414114190809, 3.28255887994549, -26.9511839788442, -31.5183679875864, 21.1215780433683, -47.0779722437854, -0.913590753192006, -40.3545474831611, -45.6976198342192, 18.6775433365315, -5.32162505701938, -14.9272896423117, 34.4308792695389, 40.4880968679893, -27.8253265982760, 42.8854139478045, -1.07473615999811, -36.8026707393665, -33.1009970537296, -31.6488844262730, -19.3650527983443, 43.9001561999887, -30.5235710432951, 47.9748378356085, -38.2582349144194, 23.0330862855453, -16.2280590178623, 44.2050590775485, 14.9115474956452, -13.1515403509664, 0.850865538112700, 37.5942811492984, -27.4078219027601, -6.11300268738968, -20.3324126781673, -1.13910261964209, 40.0053846417662, 45.6134540229802, 23.1722385658670, 12.5618560729690, 1.07715641721097, 5.01563428984222, -32.9291952852141, -38.8880776559401, -18.1221698074118, 7.85250610234389, -13.0753218879785, 7.52085950784656, 14.7745963136307, 28.0227435151377, 31.7627708322262, 12.2475086001227, -27.2335702183447, -24.1935304087933, -7.58332402861928, -26.2716420228479, -38.8797244706213, -44.0220457052844, -4.90762935690551, -41.8874231134215, 29.4831416883453, 8.70447045314168, -6.43013158961009, -9.12801538874479, 0.785828466111815, -4.11511718200689, 28.0252068321138, -26.5220086627594, 4.70088922863450, 42.9385970968730, 14.4318130193692, -29.2257707266972, 46.3088539286913 }; float64_t matrix_f64_100_rand[100] = { -45.0345569674258, -11.0261163038747, -14.6841428777929, 0.0345569674258, -11.0261163038747, -14.6841428777929, -20.3679194392227, 27.5712678608402, -12.1390617339732, -19.8753669720509, 42.3379642103244, -23.7788252219155, -23.7517765301667, 40.2716109915281, -25.8308714086167, 32.1194040197959, 24.4692807074156, -1.32083675968276, 31.1580458282477, -2.90766514824093, -6.97926086704160, 10.2843089382083, 30.1014622769739, 44.4787189721646, -9.60878544118853, -48.4596562348445, -31.1044984967456, -6.41414114190809, 3.28255887994549, -26.9511839788442, -31.5183679875864, 21.1215780433683, -47.0779722437854, -0.913590753192006, -40.3545474831611, -45.6976198342192, 18.6775433365315, -5.32162505701938, -14.9272896423117, 34.4308792695389, 40.4880968679893, -27.8253265982760, 42.8854139478045, -1.07473615999811, -36.8026707393665, -33.1009970537296, -31.6488844262730, -19.3650527983443, 43.9001561999887, -30.5235710432951, 47.9748378356085, -38.2582349144194, 23.0330862855453, -16.2280590178623, 44.2050590775485, 14.9115474956452, -13.1515403509664, 0.850865538112700, 37.5942811492984, -27.4078219027601, -6.11300268738968, -20.3324126781673, -1.13910261964209, 40.0053846417662, 45.6134540229802, 23.1722385658670, 12.5618560729690, 1.07715641721097, 5.01563428984222, -32.9291952852141, -38.8880776559401, -18.1221698074118, 7.85250610234389, -13.0753218879785, 7.52085950784656, 14.7745963136307, 28.0227435151377, 31.7627708322262, 12.2475086001227, -27.2335702183447, -24.1935304087933, -7.58332402861928, -26.2716420228479, -38.8797244706213, -44.0220457052844, -4.90762935690551, -41.8874231134215, 29.4831416883453, 8.70447045314168, -6.43013158961009, -9.12801538874479, 0.785828466111815, -4.11511718200689, 28.0252068321138, -26.5220086627594, 4.70088922863450, 42.9385970968730, 14.4318130193692, -29.2257707266972, 46.3088539286913 }; MATRIX_TEST_BIGGEST_INPUT_TYPE matrix_zeros[MATRIX_TEST_MAX_ELTS] = {0}; const float32_t matrix_f32_scale_values[MATRIX_MAX_COEFFS_LEN] = { 43.0264275639 , -17.0525215570 , -94.8488973910 , -8.1924989580 , 7.2830326091 , 66.8368719314 , 33.9778190671 , 117.8652289772 , -129.6077797465, -14.6420815368 , 18.0239223278 , 1.0000000000 , 55.0375037651 , 1.8674609862 , 0.00000000000 , -33.5750364909 }; const q31_t matrix_q31_scale_values[MATRIX_MAX_COEFFS_LEN] = { 0x0201DC90, 0x211F0D7C, 0x80000000, 0xF573B824, 0xE85ED05B, 0x311DFB52, 0x3529E750, 0x00000000, 0x7FFFFFFF, 0x21FA525A, 0x0971FD45, 0x05547B68, 0x270C6366, 0x06FDD5A6, 0xF7025315, 0xB1155A1E }; const q15_t matrix_q15_scale_values[MATRIX_MAX_COEFFS_LEN] = { 0x0201, 0x211F, 0x8000, 0xF573, 0xE85E, 0x311D, 0x3529, 0x0000, 0x7FFF, 0x21FA, 0x0971, 0x0554, 0x270C, 0x06FD, 0xF702, 0xB115 }; const int32_t matrix_shift_values[MATRIX_MAX_SHIFTS_LEN] = { -16, -7, 0, 7, 16 }; /*--------------------------------------------------------------------------------*/ /* Matrix Definitions */ /*--------------------------------------------------------------------------------*/ /** * Define matrices by suffix (f32, q31, q15) for use in test cases. * * The rand1 and rand2 suffixes get their data from the same pool of random * data, but their starting points differ by 1 element. * * Makes available: * - matrix_`suffix`_1x1_rand1/2 * - matrix_`suffix`_1x4_rand1/2 * - matrix_`suffix`_2x4_rand1/2 * - matrix_`suffix`_4x4_rand1/2 */ #define MATRIX_DEFINE_MATRICES(suffix) \ arm_matrix_instance_##suffix matrix_##suffix##_1x1_rand1 = \ {1, 1, (TYPE_FROM_ABBREV(suffix) *) matrix_f32_100_rand }; \ arm_matrix_instance_##suffix matrix_##suffix##_1x1_rand2 = \ {1, 1, (TYPE_FROM_ABBREV(suffix) *) (matrix_f32_100_rand+1)}; \ arm_matrix_instance_##suffix matrix_##suffix##_1x1_zeros = \ {1, 1, (TYPE_FROM_ABBREV(suffix) *) matrix_zeros}; \ \ arm_matrix_instance_##suffix matrix_##suffix##_1x4_rand1 = \ {1, 4, (TYPE_FROM_ABBREV(suffix) *) matrix_f32_100_rand }; \ arm_matrix_instance_##suffix matrix_##suffix##_1x4_rand2 = \ {1, 4, (TYPE_FROM_ABBREV(suffix) *) (matrix_f32_100_rand+1)}; \ arm_matrix_instance_##suffix matrix_##suffix##_1x4_zeros = \ {1, 4, (TYPE_FROM_ABBREV(suffix) *) matrix_zeros}; \ \ arm_matrix_instance_##suffix matrix_##suffix##_2x4_rand1 = \ {2, 4, (TYPE_FROM_ABBREV(suffix) *) matrix_f32_100_rand }; \ arm_matrix_instance_##suffix matrix_##suffix##_2x4_rand2 = \ {2, 4, (TYPE_FROM_ABBREV(suffix) *) (matrix_f32_100_rand+1)}; \ arm_matrix_instance_##suffix matrix_##suffix##_2x4_zeros = \ {2, 4, (TYPE_FROM_ABBREV(suffix) *) matrix_zeros}; \ \ arm_matrix_instance_##suffix matrix_##suffix##_4x4_rand1 = \ {4, 4, (TYPE_FROM_ABBREV(suffix) *) matrix_f32_100_rand }; \ arm_matrix_instance_##suffix matrix_##suffix##_4x4_rand2 = \ {4, 4, (TYPE_FROM_ABBREV(suffix) *) (matrix_f32_100_rand+1)}; \ arm_matrix_instance_##suffix matrix_##suffix##_4x4_zeros = \ {4, 4, (TYPE_FROM_ABBREV(suffix) *) matrix_zeros} MATRIX_DEFINE_MATRICES(f64); MATRIX_DEFINE_MATRICES(f32); MATRIX_DEFINE_MATRICES(q31); MATRIX_DEFINE_MATRICES(q15); /*--------------------------------------------------------------------------------*/ /* Matrix-Input Arrays */ /*--------------------------------------------------------------------------------*/ /* Define Input #ARR_DESC_t by suffix. * * Taking inputs in parallel from the 'a' and 'b' arrays yields the following * test cases: * - 1x1 multiplication by zero * - 1x1 multiplication between random numbers * - 1x1 * 1x4 valid dimension interaction * - 1x1 * 2x4 invalid dimension interaction * - 2x4 * 4x4 larger valid dimension interaction * - 4x4 * 4x4 larger valid dimension interaction */ #define MATRIX_DEFINE_INPUTS(suffix) \ ARR_DESC_DEFINE(arm_matrix_instance_##suffix *, \ matrix_##suffix##_a_inputs, \ 6, \ CURLY( \ &matrix_##suffix##_1x1_rand1, \ &matrix_##suffix##_1x1_rand1, \ &matrix_##suffix##_1x1_rand1, \ &matrix_##suffix##_1x1_rand1, \ &matrix_##suffix##_2x4_rand1, \ &matrix_##suffix##_4x4_rand1 \ )); \ \ ARR_DESC_DEFINE(arm_matrix_instance_##suffix *, \ matrix_##suffix##_b_inputs, \ 6, \ CURLY( \ &matrix_##suffix##_1x1_zeros, \ &matrix_##suffix##_1x1_rand2, \ &matrix_##suffix##_1x4_rand2, \ &matrix_##suffix##_2x4_rand2, \ &matrix_##suffix##_4x4_rand2, \ &matrix_##suffix##_4x4_rand2 \ )); \ \ ARR_DESC_DEFINE(arm_matrix_instance_##suffix *, \ matrix_##suffix##_invertible_inputs, \ 4, \ CURLY( \ &matrix_##suffix##_1x1_rand1, \ &matrix_##suffix##_1x1_rand2, \ &matrix_##suffix##_4x4_rand1, \ &matrix_##suffix##_4x4_rand2 \ )) \ MATRIX_DEFINE_INPUTS(f64); MATRIX_DEFINE_INPUTS(f32); MATRIX_DEFINE_INPUTS(q31); MATRIX_DEFINE_INPUTS(q15);