/* * 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 ((float32_t)60) #define SNR_LOG_ERROR_THRESH ((float32_t)40) #define REL_ERROR_THRESH (1.0e-3) #define REL_LOG_ERROR_THRESH (3.0e-2) #define ABS_ERROR_THRESH (1.0e-3) #define ABS_LOG_ERROR_THRESH (3.0e-2) #ifdef CONFIG_ARMV8_1_M_MVEF /* * NOTE: The MVE vector version of the `vinverse` function is slightly less * accurate than the scalar version. */ #undef REL_ERROR_THRESH #define REL_ERROR_THRESH (1.1e-3) #endif #if 0 /* * NOTE: These tests must be enabled once the F16 sine and cosine function * implementations are added. */ static void test_arm_cos_f16(void) { size_t index; size_t length = ARRAY_SIZE(in_angles); float16_t *output; /* Allocate output buffer */ output = malloc(length * sizeof(float16_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ for (index = 0; index < length; index++) { output[index] = arm_cos_f16(((float16_t *)in_angles)[index]); } /* Validate output */ zassert_true( test_snr_error_f16(length, output, (float16_t *)ref_cos, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true( test_close_error_f16(length, output, (float16_t *)ref_cos, ABS_ERROR_THRESH, REL_ERROR_THRESH), ASSERT_MSG_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } static void test_arm_sin_f16(void) { size_t index; size_t length = ARRAY_SIZE(in_angles); float16_t *output; /* Allocate output buffer */ output = malloc(length * sizeof(float16_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ for (index = 0; index < length; index++) { output[index] = arm_sin_f16(((float16_t *)in_angles)[index]); } /* Validate output */ zassert_true( test_snr_error_f16(length, output, (float16_t *)ref_sin, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true( test_close_error_f16(length, output, (float16_t *)ref_sin, ABS_ERROR_THRESH, REL_ERROR_THRESH), ASSERT_MSG_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } #endif ZTEST_SUITE(fastmath_f16, NULL, NULL, NULL, NULL, NULL); ZTEST(fastmath_f16, test_arm_sqrt_f16) { size_t index; size_t length = ARRAY_SIZE(in_sqrt); arm_status status; float16_t *output; /* Allocate output buffer */ output = malloc(length * sizeof(float16_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ for (index = 0; index < length; index++) { status = arm_sqrt_f16( ((float16_t *)in_sqrt)[index], &output[index]); /* Validate operation status */ if (((float16_t *)in_sqrt)[index] < 0.0f) { zassert_equal(status, ARM_MATH_ARGUMENT_ERROR, "square root did fail with an input value " "of '0'"); } else { zassert_equal(status, ARM_MATH_SUCCESS, "square root operation did not succeed"); } } /* Validate output */ zassert_true( test_snr_error_f16(length, output, (float16_t *)ref_sqrt, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true( test_close_error_f16(length, output, (float16_t *)ref_sqrt, ABS_ERROR_THRESH, REL_ERROR_THRESH), ASSERT_MSG_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } static void test_arm_vlog_f16( const uint16_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_vlog_f16((float16_t *)input1, output, length); /* Validate output */ zassert_true( test_snr_error_f16(length, output, (float16_t *)ref, SNR_LOG_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true( test_close_error_f16(length, output, (float16_t *)ref, ABS_LOG_ERROR_THRESH, REL_LOG_ERROR_THRESH), ASSERT_MSG_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT3(fastmath_f16, arm_vlog_f16, all, in_log, ref_log, 25); DEFINE_TEST_VARIANT3(fastmath_f16, arm_vlog_f16, 3, in_log, ref_log, 3); DEFINE_TEST_VARIANT3(fastmath_f16, arm_vlog_f16, 8, in_log, ref_log, 8); DEFINE_TEST_VARIANT3(fastmath_f16, arm_vlog_f16, 11, in_log, ref_log, 11); static void test_arm_vexp_f16( const uint16_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_vexp_f16((float16_t *)input1, output, length); /* Validate output */ zassert_true( test_snr_error_f16(length, output, (float16_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true( test_close_error_f16(length, output, (float16_t *)ref, ABS_ERROR_THRESH, REL_ERROR_THRESH), ASSERT_MSG_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } DEFINE_TEST_VARIANT3(fastmath_f16, arm_vexp_f16, all, in_exp, ref_exp, 52); DEFINE_TEST_VARIANT3(fastmath_f16, arm_vexp_f16, 3, in_exp, ref_exp, 3); DEFINE_TEST_VARIANT3(fastmath_f16, arm_vexp_f16, 8, in_exp, ref_exp, 8); DEFINE_TEST_VARIANT3(fastmath_f16, arm_vexp_f16, 11, in_exp, ref_exp, 11); ZTEST(fastmath_f16, test_arm_vinverse_f16) { size_t length = ARRAY_SIZE(ref_vinverse); 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_vinverse_f16((float16_t *)in_vinverse, output, length); /* Validate output */ zassert_true( test_snr_error_f16(length, output, (float16_t *)ref_vinverse, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true( test_close_error_f16(length, output, (float16_t *)ref_vinverse, ABS_ERROR_THRESH, REL_ERROR_THRESH), ASSERT_MSG_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } /* TODO: Add inverse test */