/* * Copyright (c) 2020 * * This file is part of FFmpeg. * * FFmpeg is free software; you can redistribute it and/or * modify it under the terms of the GNU Lesser General Public * License as published by the Free Software Foundation; either * version 2.1 of the License, or (at your option) any later version. * * FFmpeg is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU * Lesser General Public License for more details. * * You should have received a copy of the GNU Lesser General Public * License along with FFmpeg; if not, write to the Free Software * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA */ #include #include #include #include "libavfilter/dnn/dnn_backend_native_layer_mathbinary.h" #define EPSON 0.00001 static int test_sub_broadcast_input0(void) { DnnLayerMathBinaryParams params; DnnOperand operands[2]; int32_t input_indexes[1]; float input[1*1*2*3] = { -3, 2.5, 2, -2.1, 7.8, 100 }; float *output; params.bin_op = DMBO_SUB; params.input0_broadcast = 1; params.input1_broadcast = 0; params.v = 7.28; operands[0].data = input; operands[0].dims[0] = 1; operands[0].dims[1] = 1; operands[0].dims[2] = 2; operands[0].dims[3] = 3; operands[1].data = NULL; input_indexes[0] = 0; dnn_execute_layer_math_binary(operands, input_indexes, 1, ¶ms); output = operands[1].data; for (int i = 0; i < sizeof(input) / sizeof(float); i++) { float expected_output = params.v - input[i]; if (fabs(output[i] - expected_output) > EPSON) { printf("at index %d, output: %f, expected_output: %f\n", i, output[i], expected_output); av_freep(&output); return 1; } } av_freep(&output); return 0; } static int test_sub_broadcast_input1(void) { DnnLayerMathBinaryParams params; DnnOperand operands[2]; int32_t input_indexes[1]; float input[1*1*2*3] = { -3, 2.5, 2, -2.1, 7.8, 100 }; float *output; params.bin_op = DMBO_SUB; params.input0_broadcast = 0; params.input1_broadcast = 1; params.v = 7.28; operands[0].data = input; operands[0].dims[0] = 1; operands[0].dims[1] = 1; operands[0].dims[2] = 2; operands[0].dims[3] = 3; operands[1].data = NULL; input_indexes[0] = 0; dnn_execute_layer_math_binary(operands, input_indexes, 1, ¶ms); output = operands[1].data; for (int i = 0; i < sizeof(input) / sizeof(float); i++) { float expected_output = input[i] - params.v; if (fabs(output[i] - expected_output) > EPSON) { printf("at index %d, output: %f, expected_output: %f\n", i, output[i], expected_output); av_freep(&output); return 1; } } av_freep(&output); return 0; } static int test_sub_no_broadcast(void) { DnnLayerMathBinaryParams params; DnnOperand operands[3]; int32_t input_indexes[2]; float input0[1*1*2*3] = { -3, 2.5, 2, -2.1, 7.8, 100 }; float input1[1*1*2*3] = { -1, 2, 3, -21, 8, 10.0 }; float *output; params.bin_op = DMBO_SUB; params.input0_broadcast = 0; params.input1_broadcast = 0; operands[0].data = input0; operands[0].dims[0] = 1; operands[0].dims[1] = 1; operands[0].dims[2] = 2; operands[0].dims[3] = 3; operands[1].data = input1; operands[1].dims[0] = 1; operands[1].dims[1] = 1; operands[1].dims[2] = 2; operands[1].dims[3] = 3; operands[2].data = NULL; input_indexes[0] = 0; input_indexes[1] = 1; dnn_execute_layer_math_binary(operands, input_indexes, 2, ¶ms); output = operands[2].data; for (int i = 0; i < sizeof(input0) / sizeof(float); i++) { float expected_output = input0[i] - input1[i]; if (fabs(output[i] - expected_output) > EPSON) { printf("at index %d, output: %f, expected_output: %f\n", i, output[i], expected_output); av_freep(&output); return 1; } } av_freep(&output); return 0; } static int test_sub(void) { if (test_sub_broadcast_input0()) return 1; if (test_sub_broadcast_input1()) return 1; if (test_sub_no_broadcast()) return 1; return 0; } int main(int argc, char **argv) { if (test_sub()) return 1; return 0; }