/* * Copyright (c) 2021 Stephanos Ioannidis * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved. * * SPDX-License-Identifier: Apache-2.0 */ #include #include #include #include #include "common/test_common.h" #include "f32.pat" #define SNR_ERROR_THRESH ((float32_t)120) #define REL_ERROR_THRESH (5.0e-5) static void test_zdsp_add_f32(const DSP_DATA uint32_t *input1, const DSP_DATA uint32_t *input2, const uint32_t *ref, size_t length) { DSP_DATA float32_t *output; /* Allocate output buffer */ output = (DSP_DATA float32_t *)malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ zdsp_add_f32((DSP_DATA float32_t *)input1, (DSP_DATA float32_t *)input2, output, length); /* Validate output */ zassert_true( test_snr_error_f32(length, output, (float32_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true( test_rel_error_f32(length, output, (float32_t *)ref, REL_ERROR_THRESH), ASSERT_MSG_REL_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_add_f32, 3, in_com1, in_com2, ref_add, 3); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_add_f32, 8, in_com1, in_com2, ref_add, 8); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_add_f32, 11, in_com1, in_com2, ref_add, 11); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_add_f32, long, in_com1, in_com2, ref_add, ARRAY_SIZE(in_com1)); static void test_zdsp_add_f32_in_place(const DSP_DATA uint32_t *input1, const DSP_DATA uint32_t *input2, const uint32_t *ref, size_t length) { DSP_DATA float32_t *output; /* Allocate output buffer */ output = (DSP_DATA float32_t *)malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Copy input data to output*/ memcpy(output, input1, length * sizeof(float32_t)); /* Run test function */ zdsp_add_f32(output, (DSP_DATA float32_t *)input2, output, length); /* Validate output */ zassert_true(test_snr_error_f32(length, output, (float32_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true(test_rel_error_f32(length, output, (float32_t *)ref, REL_ERROR_THRESH), ASSERT_MSG_REL_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_add_f32_in_place, 3, in_com1, in_com2, ref_add, 3); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_add_f32_in_place, 8, in_com1, in_com2, ref_add, 8); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_add_f32_in_place, 11, in_com1, in_com2, ref_add, 11); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_add_f32_in_place, long, in_com1, in_com2, ref_add, ARRAY_SIZE(in_com1)); static void test_zdsp_sub_f32(const DSP_DATA uint32_t *input1, const DSP_DATA uint32_t *input2, const uint32_t *ref, size_t length) { DSP_DATA float32_t *output; /* Allocate output buffer */ output = (DSP_DATA float32_t *)malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ zdsp_sub_f32((DSP_DATA float32_t *)input1, (DSP_DATA float32_t *)input2, output, length); /* Validate output */ zassert_true( test_snr_error_f32(length, output, (float32_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true( test_rel_error_f32(length, output, (float32_t *)ref, REL_ERROR_THRESH), ASSERT_MSG_REL_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_sub_f32, 3, in_com1, in_com2, ref_sub, 3); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_sub_f32, 8, in_com1, in_com2, ref_sub, 8); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_sub_f32, 11, in_com1, in_com2, ref_sub, 11); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_sub_f32, long, in_com1, in_com2, ref_sub, ARRAY_SIZE(in_com1)); static void test_zdsp_sub_f32_in_place(const DSP_DATA uint32_t *input1, const DSP_DATA uint32_t *input2, const uint32_t *ref, size_t length) { DSP_DATA float32_t *output; /* Allocate output buffer */ output = (DSP_DATA float32_t *)malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Copy input data to output*/ memcpy(output, input1, length * sizeof(float32_t)); /* Run test function */ zdsp_sub_f32(output, (DSP_DATA float32_t *)input2, output, length); /* Validate output */ zassert_true(test_snr_error_f32(length, output, (float32_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true(test_rel_error_f32(length, output, (float32_t *)ref, REL_ERROR_THRESH), ASSERT_MSG_REL_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_sub_f32_in_place, 3, in_com1, in_com2, ref_sub, 3); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_sub_f32_in_place, 8, in_com1, in_com2, ref_sub, 8); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_sub_f32_in_place, 11, in_com1, in_com2, ref_sub, 11); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_sub_f32_in_place, long, in_com1, in_com2, ref_sub, ARRAY_SIZE(in_com1)); static void test_zdsp_mult_f32(const DSP_DATA uint32_t *input1, const DSP_DATA uint32_t *input2, const uint32_t *ref, size_t length) { DSP_DATA float32_t *output; /* Allocate output buffer */ output = (DSP_DATA float32_t *)malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ zdsp_mult_f32((DSP_DATA float32_t *)input1, (DSP_DATA float32_t *)input2, output, length); /* Validate output */ zassert_true( test_snr_error_f32(length, output, (float32_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true( test_rel_error_f32(length, output, (float32_t *)ref, REL_ERROR_THRESH), ASSERT_MSG_REL_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_mult_f32, 3, in_com1, in_com2, ref_mult, 3); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_mult_f32, 8, in_com1, in_com2, ref_mult, 8); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_mult_f32, 11, in_com1, in_com2, ref_mult, 11); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_mult_f32, long, in_com1, in_com2, ref_mult, ARRAY_SIZE(in_com1)); static void test_zdsp_mult_f32_in_place(const DSP_DATA uint32_t *input1, const DSP_DATA uint32_t *input2, const uint32_t *ref, size_t length) { DSP_DATA float32_t *output; /* Allocate output buffer */ output = (DSP_DATA float32_t *)malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Copy input data to output*/ memcpy(output, input1, length * sizeof(float32_t)); /* Run test function */ zdsp_mult_f32(output, (DSP_DATA float32_t *)input2, output, length); /* Validate output */ zassert_true(test_snr_error_f32(length, output, (float32_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true(test_rel_error_f32(length, output, (float32_t *)ref, REL_ERROR_THRESH), ASSERT_MSG_REL_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_mult_f32_in_place, 3, in_com1, in_com2, ref_mult, 3); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_mult_f32_in_place, 8, in_com1, in_com2, ref_mult, 8); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_mult_f32_in_place, 11, in_com1, in_com2, ref_mult, 11); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_mult_f32_in_place, long, in_com1, in_com2, ref_mult, ARRAY_SIZE(in_com1)); static void test_zdsp_negate_f32(const DSP_DATA uint32_t *input1, const uint32_t *ref, size_t length) { DSP_DATA float32_t *output; /* Allocate output buffer */ output = (DSP_DATA float32_t *)malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ zdsp_negate_f32((DSP_DATA float32_t *)input1, output, length); /* Validate output */ zassert_true( test_snr_error_f32(length, output, (float32_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true( test_rel_error_f32(length, output, (float32_t *)ref, REL_ERROR_THRESH), ASSERT_MSG_REL_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT3(basic_math_f32, zdsp_negate_f32, 3, in_com1, ref_negate, 3); DEFINE_TEST_VARIANT3(basic_math_f32, zdsp_negate_f32, 8, in_com1, ref_negate, 8); DEFINE_TEST_VARIANT3(basic_math_f32, zdsp_negate_f32, 11, in_com1, ref_negate, 11); DEFINE_TEST_VARIANT3(basic_math_f32, zdsp_negate_f32, long, in_com1, ref_negate, ARRAY_SIZE(in_com1)); static void test_zdsp_negate_f32_in_place(const DSP_DATA uint32_t *input1, const uint32_t *ref, size_t length) { DSP_DATA float32_t *output; /* Allocate output buffer */ output = (DSP_DATA float32_t *)malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Copy input data to output*/ memcpy(output, input1, length * sizeof(float32_t)); /* Run test function */ zdsp_negate_f32(output, output, length); /* Validate output */ zassert_true(test_snr_error_f32(length, output, (float32_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true(test_rel_error_f32(length, output, (float32_t *)ref, REL_ERROR_THRESH), ASSERT_MSG_REL_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT3(basic_math_f32, zdsp_negate_f32_in_place, 3, in_com1, ref_negate, 3); DEFINE_TEST_VARIANT3(basic_math_f32, zdsp_negate_f32_in_place, 8, in_com1, ref_negate, 8); DEFINE_TEST_VARIANT3(basic_math_f32, zdsp_negate_f32_in_place, 11, in_com1, ref_negate, 11); DEFINE_TEST_VARIANT3(basic_math_f32, zdsp_negate_f32_in_place, long, in_com1, ref_negate, ARRAY_SIZE(in_com1)); static void test_zdsp_offset_f32(const DSP_DATA uint32_t *input1, float32_t scalar, const uint32_t *ref, size_t length) { DSP_DATA float32_t *output; /* Allocate output buffer */ output = (DSP_DATA float32_t *)malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ zdsp_offset_f32((DSP_DATA float32_t *)input1, scalar, output, length); /* Validate output */ zassert_true( test_snr_error_f32(length, output, (float32_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true( test_rel_error_f32(length, output, (float32_t *)ref, REL_ERROR_THRESH), ASSERT_MSG_REL_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_offset_f32, 0p5_3, in_com1, 0.5f, ref_offset, 3); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_offset_f32, 0p5_8, in_com1, 0.5f, ref_offset, 8); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_offset_f32, 0p5_11, in_com1, 0.5f, ref_offset, 11); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_offset_f32, long, in_com1, 0.5f, ref_offset, ARRAY_SIZE(in_com1)); static void test_zdsp_offset_f32_in_place(const DSP_DATA uint32_t *input1, float32_t scalar, const uint32_t *ref, size_t length) { DSP_DATA float32_t *output; /* Allocate output buffer */ output = (DSP_DATA float32_t *)malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Copy input data to output*/ memcpy(output, input1, length * sizeof(float32_t)); /* Run test function */ zdsp_offset_f32(output, scalar, output, length); /* Validate output */ zassert_true(test_snr_error_f32(length, output, (float32_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true(test_rel_error_f32(length, output, (float32_t *)ref, REL_ERROR_THRESH), ASSERT_MSG_REL_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_offset_f32_in_place, 0p5_3, in_com1, 0.5f, ref_offset, 3); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_offset_f32_in_place, 0p5_8, in_com1, 0.5f, ref_offset, 8); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_offset_f32_in_place, 0p5_11, in_com1, 0.5f, ref_offset, 11); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_offset_f32_in_place, long, in_com1, 0.5f, ref_offset, ARRAY_SIZE(in_com1)); static void test_zdsp_scale_f32(const DSP_DATA uint32_t *input1, float32_t scalar, const uint32_t *ref, size_t length) { DSP_DATA float32_t *output; /* Allocate output buffer */ output = (DSP_DATA float32_t *)malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ zdsp_scale_f32((DSP_DATA float32_t *)input1, scalar, output, length); /* Validate output */ zassert_true( test_snr_error_f32(length, output, (float32_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true( test_rel_error_f32(length, output, (float32_t *)ref, REL_ERROR_THRESH), ASSERT_MSG_REL_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_scale_f32, 0p5_3, in_com1, 0.5f, ref_scale, 3); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_scale_f32, 0p5_8, in_com1, 0.5f, ref_scale, 8); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_scale_f32, 0p5_11, in_com1, 0.5f, ref_scale, 11); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_scale_f32, long, in_com1, 0.5f, ref_scale, ARRAY_SIZE(in_com1)); static void test_zdsp_scale_f32_in_place(const DSP_DATA uint32_t *input1, float32_t scalar, const uint32_t *ref, size_t length) { DSP_DATA float32_t *output; /* Allocate output buffer */ output = (DSP_DATA float32_t *)malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Copy input data to output*/ memcpy(output, input1, length * sizeof(float32_t)); /* Run test function */ zdsp_scale_f32(output, scalar, output, length); /* Validate output */ zassert_true(test_snr_error_f32(length, output, (float32_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true(test_rel_error_f32(length, output, (float32_t *)ref, REL_ERROR_THRESH), ASSERT_MSG_REL_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_scale_f32_in_place, 0p5_3, in_com1, 0.5f, ref_scale, 3); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_scale_f32_in_place, 0p5_8, in_com1, 0.5f, ref_scale, 8); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_scale_f32_in_place, 0p5_11, in_com1, 0.5f, ref_scale, 11); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_scale_f32_in_place, long, in_com1, 0.5f, ref_scale, ARRAY_SIZE(in_com1)); static void test_zdsp_dot_prod_f32(const DSP_DATA uint32_t *input1, const DSP_DATA uint32_t *input2, const uint32_t *ref, size_t length) { DSP_DATA float32_t *output; /* Allocate output buffer */ output = (DSP_DATA float32_t *)malloc(1 * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ zdsp_dot_prod_f32((DSP_DATA float32_t *)input1, (DSP_DATA float32_t *)input2, length, &output[0]); /* Validate output */ zassert_true( test_snr_error_f32(1, output, (float32_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true( test_rel_error_f32(1, output, (float32_t *)ref, REL_ERROR_THRESH), ASSERT_MSG_REL_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_dot_prod_f32, 3, in_com1, in_com2, ref_dot_prod_3, 3); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_dot_prod_f32, 8, in_com1, in_com2, ref_dot_prod_4, 8); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_dot_prod_f32, 11, in_com1, in_com2, ref_dot_prod_4n1, 11); DEFINE_TEST_VARIANT4(basic_math_f32, zdsp_dot_prod_f32, long, in_com1, in_com2, ref_dot_prod_long, ARRAY_SIZE(in_com1)); static void test_zdsp_abs_f32(const DSP_DATA uint32_t *input1, const uint32_t *ref, size_t length) { DSP_DATA float32_t *output; /* Allocate output buffer */ output = (DSP_DATA float32_t *)malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ zdsp_abs_f32((DSP_DATA float32_t *)input1, output, length); /* Validate output */ zassert_true( test_snr_error_f32(length, output, (float32_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true( test_rel_error_f32(length, output, (float32_t *)ref, REL_ERROR_THRESH), "incorrect computation result"); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT3(basic_math_f32, zdsp_abs_f32, 3, in_com1, ref_abs, 3); DEFINE_TEST_VARIANT3(basic_math_f32, zdsp_abs_f32, 8, in_com1, ref_abs, 8); DEFINE_TEST_VARIANT3(basic_math_f32, zdsp_abs_f32, 11, in_com1, ref_abs, 11); DEFINE_TEST_VARIANT3(basic_math_f32, zdsp_abs_f32, long, in_com1, ref_abs, ARRAY_SIZE(in_com1)); static void test_zdsp_abs_f32_in_place(const DSP_DATA uint32_t *input1, const uint32_t *ref, size_t length) { DSP_DATA float32_t *output; /* Allocate output buffer */ output = (DSP_DATA float32_t *)malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Copy input data to output*/ memcpy(output, input1, length * sizeof(float32_t)); /* Run test function */ zdsp_abs_f32(output, output, length); /* Validate output */ zassert_true(test_snr_error_f32(length, output, (float32_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true(test_rel_error_f32(length, output, (float32_t *)ref, REL_ERROR_THRESH), "incorrect computation result"); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT3(basic_math_f32, zdsp_abs_f32_in_place, 3, in_com1, ref_abs, 3); DEFINE_TEST_VARIANT3(basic_math_f32, zdsp_abs_f32_in_place, 8, in_com1, ref_abs, 8); DEFINE_TEST_VARIANT3(basic_math_f32, zdsp_abs_f32_in_place, 11, in_com1, ref_abs, 11); DEFINE_TEST_VARIANT3(basic_math_f32, zdsp_abs_f32_in_place, long, in_com1, ref_abs, ARRAY_SIZE(in_com1)); static void test_zdsp_clip_f32(const DSP_DATA uint32_t *input, const uint32_t *ref, float32_t min, float32_t max, size_t length) { DSP_DATA float32_t *output; /* Allocate output buffer */ output = (DSP_DATA float32_t *)malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ zdsp_clip_f32((DSP_DATA float32_t *)input, output, min, max, length); /* Validate output */ zassert_true( test_snr_error_f32(length, output, (float32_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true( test_rel_error_f32(length, output, (float32_t *)ref, REL_ERROR_THRESH), "incorrect computation result"); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT5(basic_math_f32, zdsp_clip_f32, m0p5_m0p1, in_clip, ref_clip1, -0.5f, -0.1f, ARRAY_SIZE(ref_clip1)); DEFINE_TEST_VARIANT5(basic_math_f32, zdsp_clip_f32, m0p5_0p5, in_clip, ref_clip2, -0.5f, 0.5f, ARRAY_SIZE(ref_clip2)); DEFINE_TEST_VARIANT5(basic_math_f32, zdsp_clip_f32, 0p1_0p5, in_clip, ref_clip3, 0.1f, 0.5f, ARRAY_SIZE(ref_clip3)); static void test_zdsp_clip_f32_in_place(const DSP_DATA uint32_t *input, const uint32_t *ref, float32_t min, float32_t max, size_t length) { DSP_DATA float32_t *output; /* Allocate output buffer */ output = (DSP_DATA float32_t *)malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Copy input data to output*/ memcpy(output, input, length * sizeof(float32_t)); /* Run test function */ zdsp_clip_f32(output, output, min, max, length); /* Validate output */ zassert_true(test_snr_error_f32(length, output, (float32_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true(test_rel_error_f32(length, output, (float32_t *)ref, REL_ERROR_THRESH), "incorrect computation result"); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT5(basic_math_f32, zdsp_clip_f32_in_place, m0p5_m0p1, in_clip, ref_clip1, -0.5f, -0.1f, ARRAY_SIZE(ref_clip1)); DEFINE_TEST_VARIANT5(basic_math_f32, zdsp_clip_f32_in_place, m0p5_0p5, in_clip, ref_clip2, -0.5f, 0.5f, ARRAY_SIZE(ref_clip2)); DEFINE_TEST_VARIANT5(basic_math_f32, zdsp_clip_f32_in_place, 0p1_0p5, in_clip, ref_clip3, 0.1f, 0.5f, ARRAY_SIZE(ref_clip3)); ZTEST_SUITE(basic_math_f32, NULL, NULL, NULL, NULL, NULL);