From bbc64799dce727aaa73522353eaf01b11ad79755 Mon Sep 17 00:00:00 2001 From: "Guo, Yejun" Date: Sat, 21 Mar 2020 10:58:11 +0800 Subject: dnn-layer-mathbinary-test: add unit test for subtraction Signed-off-by: Guo, Yejun --- tests/dnn/.gitignore | 1 + tests/dnn/Makefile | 1 + tests/dnn/dnn-layer-mathbinary-test.c | 173 ++++++++++++++++++++++++++++++++++ tests/fate/dnn.mak | 5 + 4 files changed, 180 insertions(+) create mode 100644 tests/dnn/dnn-layer-mathbinary-test.c (limited to 'tests') diff --git a/tests/dnn/.gitignore b/tests/dnn/.gitignore index 5eedaaa56d..d78c5c1aec 100644 --- a/tests/dnn/.gitignore +++ b/tests/dnn/.gitignore @@ -2,3 +2,4 @@ /dnn-layer-depth2space-test /dnn-layer-maximum-test /dnn-layer-pad-test +/dnn-layer-mathbinary-test diff --git a/tests/dnn/Makefile b/tests/dnn/Makefile index e1bfe3fc91..1f96710821 100644 --- a/tests/dnn/Makefile +++ b/tests/dnn/Makefile @@ -1,6 +1,7 @@ DNNTESTPROGS += dnn-layer-pad DNNTESTPROGS += dnn-layer-conv2d DNNTESTPROGS += dnn-layer-depth2space +DNNTESTPROGS += dnn-layer-mathbinary DNNTESTPROGS += dnn-layer-maximum DNNTESTOBJS := $(DNNTESTOBJS:%=$(DNNTESTSDIR)%) $(DNNTESTPROGS:%=$(DNNTESTSDIR)/%-test.o) diff --git a/tests/dnn/dnn-layer-mathbinary-test.c b/tests/dnn/dnn-layer-mathbinary-test.c new file mode 100644 index 0000000000..1243784b07 --- /dev/null +++ b/tests/dnn/dnn-layer-mathbinary-test.c @@ -0,0 +1,173 @@ +/* + * 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; +} diff --git a/tests/fate/dnn.mak b/tests/fate/dnn.mak index ec60b07600..5a8e6296a6 100644 --- a/tests/fate/dnn.mak +++ b/tests/fate/dnn.mak @@ -13,6 +13,11 @@ fate-dnn-layer-depth2space: $(DNNTESTSDIR)/dnn-layer-depth2space-test$(EXESUF) fate-dnn-layer-depth2space: CMD = run $(DNNTESTSDIR)/dnn-layer-depth2space-test$(EXESUF) fate-dnn-layer-depth2space: CMP = null +FATE_DNN += fate-dnn-layer-mathbinary +fate-dnn-layer-mathbinary: $(DNNTESTSDIR)/dnn-layer-mathbinary-test$(EXESUF) +fate-dnn-layer-mathbinary: CMD = run $(DNNTESTSDIR)/dnn-layer-mathbinary-test$(EXESUF) +fate-dnn-layer-mathbinary: CMP = null + FATE_DNN += fate-dnn-layer-maximum fate-dnn-layer-maximum: $(DNNTESTSDIR)/dnn-layer-maximum-test$(EXESUF) fate-dnn-layer-maximum: CMD = run $(DNNTESTSDIR)/dnn-layer-maximum-test$(EXESUF) -- cgit v1.2.3