/* * 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 (8.0e-5) void test_arm_linear_interp_f32(void) { arm_linear_interp_instance_f32 inst; size_t index; size_t length = ARRAY_SIZE(ref_linear); const float32_t *input = (const float32_t *)in_linear_x; float32_t *output; /* Initialise instance */ inst.nValues = ARRAY_SIZE(in_linear_y); inst.x1 = 0.0; inst.xSpacing = 1.0; inst.pYData = (float32_t *)in_linear_y; /* Allocate output buffer */ output = malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ for (index = 0; index < length; index++) { output[index] = arm_linear_interp_f32(&inst, input[index]); } /* Validate output */ zassert_true( test_snr_error_f32(length, output, (float32_t *)ref_linear, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true( test_rel_error_f32(length, output, (float32_t *)ref_linear, REL_ERROR_THRESH), ASSERT_MSG_REL_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } void test_arm_bilinear_interp_f32(void) { arm_bilinear_interp_instance_f32 inst; size_t index; size_t length = ARRAY_SIZE(ref_bilinear); const float32_t *input = (const float32_t *)in_bilinear_x; float32_t *output; /* Initialise instance */ inst.numRows = in_bilinear_config[1]; inst.numCols = in_bilinear_config[0]; inst.pData = (float32_t *)in_bilinear_y; /* Allocate output buffer */ output = malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Run test function */ for (index = 0; index < length; index++) { output[index] = arm_bilinear_interp_f32( &inst, input[2 * index], input[2 * index + 1] ); } /* Validate output */ zassert_true( test_snr_error_f32(length, output, (float32_t *)ref_bilinear, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); zassert_true( test_rel_error_f32(length, output, (float32_t *)ref_bilinear, REL_ERROR_THRESH), ASSERT_MSG_REL_ERROR_LIMIT_EXCEED); /* Free output buffer */ free(output); } static void test_arm_spline( const uint32_t *input_x, const uint32_t *input_y, const uint32_t *input_xq, const uint32_t *ref, size_t length, uint32_t n, arm_spline_type type) { float32_t *output; float32_t *scratch; float32_t *coeff; arm_spline_instance_f32 inst; /* Allocate output buffer */ output = malloc(length * sizeof(float32_t)); zassert_not_null(output, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Allocate scratch buffer */ scratch = malloc(((n * 2) - 1) * sizeof(float32_t)); zassert_not_null(scratch, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Allocate coefficient buffer */ coeff = malloc(((n - 1) * 3) * sizeof(float32_t)); zassert_not_null(coeff, ASSERT_MSG_BUFFER_ALLOC_FAILED); /* Initialise spline */ arm_spline_init_f32(&inst, type, (float32_t *)input_x, (float32_t *)input_y, n, coeff, scratch); /* Run test function */ arm_spline_f32(&inst, (float32_t *)input_xq, output, length); /* Validate output */ zassert_true( test_snr_error_f32(length, output, (float32_t *)ref, SNR_ERROR_THRESH), ASSERT_MSG_SNR_LIMIT_EXCEED); /* Free output buffer */ free(output); free(scratch); free(coeff); } DEFINE_TEST_VARIANT7(interpolation_f32, arm_spline, square_20, in_spline_squ_x, in_spline_squ_y, in_spline_squ_xq, ref_spline_squ, 20, 4, ARM_SPLINE_PARABOLIC_RUNOUT); DEFINE_TEST_VARIANT7(interpolation_f32, arm_spline, sine_33, in_spline_sin_x, in_spline_sin_y, in_spline_sin_xq, ref_spline_sin, 33, 9, ARM_SPLINE_NATURAL); DEFINE_TEST_VARIANT7(interpolation_f32, arm_spline, ramp_30, in_spline_ram_x, in_spline_ram_y, in_spline_ram_xq, ref_spline_ram, 30, 3, ARM_SPLINE_PARABOLIC_RUNOUT); ZTEST_SUITE(interpolation_f32, NULL, NULL, NULL, NULL, NULL);