/* * 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 "f16.pat" #define SNR_ERROR_THRESH (120) #define ABS_ERROR_THRESH_F16 (1.0e-5) #define REL_ERROR_THRESH_F16 (1.0e-5) #define ABS_ERROR_THRESH_F32 (1.0e-3) #define REL_ERROR_THRESH_F32 (1.0e-3) #define ABS_ERROR_THRESH_Q7 ((q15_t)10) #define ABS_ERROR_THRESH_Q15 ((q15_t)10) #define ABS_ERROR_THRESH_Q31 ((q31_t)80) #define ABS_ERROR_THRESH_WS (1.0e-1) #define REL_ERROR_THRESH_WS (5.0e-3) static void test_arm_copy_f16(const uint16_t *input1, size_t length) { float16_t *output; /* Allocate output buffer */ output = malloc(length * sizeof(float16_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ arm_copy_f16((float16_t *)input1, output, length); /* Validate output */ zassert_true( test_equal_f16(length, (float16_t *)input1, output), ASSERT_MSG_INCORRECT_COMP_RESULT); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT2(support_f16, arm_copy_f16, 7, ref_f16, 7); DEFINE_TEST_VARIANT2(support_f16, arm_copy_f16, 16, ref_f16, 16); DEFINE_TEST_VARIANT2(support_f16, arm_copy_f16, 23, ref_f16, 23); static void test_arm_fill_f16(size_t length) { size_t index; float16_t *output; float16_t val = 1.1; /* Allocate output buffer */ output = malloc(length * sizeof(float16_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ arm_fill_f16(val, output, length); /* Validate output */ for (index = 0; index < length; index++) { zassert_equal( output[index], val, ASSERT_MSG_INCORRECT_COMP_RESULT); } /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT1(support_f16, arm_fill_f16, 7, 7); DEFINE_TEST_VARIANT1(support_f16, arm_fill_f16, 16, 16); DEFINE_TEST_VARIANT1(support_f16, arm_fill_f16, 23, 23); static void test_arm_f16_to_q15( const uint16_t *input1, const q15_t *ref, size_t length) { q15_t *output; /* Allocate output buffer */ output = malloc(length * sizeof(q15_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ arm_f16_to_q15((float16_t *)input1, output, length); /* Validate output */ zassert_true( test_near_equal_q15(length, ref, output, ABS_ERROR_THRESH_Q15), ASSERT_MSG_ABS_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT3(support_f16, arm_f16_to_q15, 7, ref_f16, ref_q15, 7); DEFINE_TEST_VARIANT3(support_f16, arm_f16_to_q15, 16, ref_f16, ref_q15, 16); DEFINE_TEST_VARIANT3(support_f16, arm_f16_to_q15, 23, ref_f16, ref_q15, 23); static void test_arm_f16_to_float( const uint16_t *input1, const uint32_t *ref, size_t length) { float32_t *output; /* Allocate output buffer */ output = malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ arm_f16_to_float((float16_t *)input1, output, length); /* Validate output */ zassert_true( test_rel_error_f32(length, (float32_t *)ref, output, REL_ERROR_THRESH_F32), ASSERT_MSG_REL_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT3(support_f16, arm_f16_to_float, 7, ref_f16, ref_f32, 7); DEFINE_TEST_VARIANT3(support_f16, arm_f16_to_float, 16, ref_f16, ref_f32, 16); DEFINE_TEST_VARIANT3(support_f16, arm_f16_to_float, 23, ref_f16, ref_f32, 23); static void test_arm_q15_to_f16( const q15_t *input1, const uint16_t *ref, size_t length) { float16_t *output; /* Allocate output buffer */ output = malloc(length * sizeof(float16_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ arm_q15_to_f16(input1, output, length); /* Validate output */ zassert_true( test_rel_error_f16(length, (float16_t *)ref, output, REL_ERROR_THRESH_F16), ASSERT_MSG_REL_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT3(support_f16, arm_q15_to_f16, 7, ref_q15, ref_f16, 7); DEFINE_TEST_VARIANT3(support_f16, arm_q15_to_f16, 16, ref_q15, ref_f16, 16); DEFINE_TEST_VARIANT3(support_f16, arm_q15_to_f16, 23, ref_q15, ref_f16, 23); static void test_arm_float_to_f16( const uint32_t *input1, const uint16_t *ref, size_t length) { float16_t *output; /* Allocate output buffer */ output = malloc(length * sizeof(float16_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ arm_float_to_f16((float32_t *)input1, output, length); /* Validate output */ zassert_true( test_rel_error_f16(length, (float16_t *)ref, output, REL_ERROR_THRESH_F16), ASSERT_MSG_REL_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT3(support_f16, arm_float_to_f16, 7, ref_f32, ref_f16, 7); DEFINE_TEST_VARIANT3(support_f16, arm_float_to_f16, 16, ref_f32, ref_f16, 16); DEFINE_TEST_VARIANT3(support_f16, arm_float_to_f16, 23, ref_f32, ref_f16, 23); static void test_arm_weighted_average_f16( int ref_offset, size_t length) { const float16_t *val = (const float16_t *)in_weighted_sum_val; const float16_t *coeff = (const float16_t *)in_weighted_sum_coeff; const float16_t *ref = (const float16_t *)ref_weighted_sum; float16_t *output; /* Allocate output buffer */ output = malloc(1 * sizeof(float16_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ output[0] = arm_weighted_average_f16(val, coeff, length); /* Validate output */ zassert_true( test_close_error_f16(1, output, &ref[ref_offset], ABS_ERROR_THRESH_WS, REL_ERROR_THRESH_WS), ASSERT_MSG_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT2(support_f16, arm_weighted_average_f16, 7, 0, 7); DEFINE_TEST_VARIANT2(support_f16, arm_weighted_average_f16, 16, 1, 16); DEFINE_TEST_VARIANT2(support_f16, arm_weighted_average_f16, 23, 2, 23); ZTEST_SUITE(support_f16, NULL, NULL, NULL, NULL, NULL);