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-rw-r--r--libavfilter/tests/dnn-layer-mathunary.c148
1 files changed, 148 insertions, 0 deletions
diff --git a/libavfilter/tests/dnn-layer-mathunary.c b/libavfilter/tests/dnn-layer-mathunary.c
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+++ b/libavfilter/tests/dnn-layer-mathunary.c
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+/*
+ * 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 <stdio.h>
+#include <string.h>
+#include <math.h>
+#include "libavfilter/dnn/dnn_backend_native_layer_mathunary.h"
+#include "libavutil/avassert.h"
+
+#define EPS 0.00001
+
+static float get_expected(float f, DNNMathUnaryOperation op)
+{
+ switch (op)
+ {
+ case DMUO_ABS:
+ return (f >= 0) ? f : -f;
+ case DMUO_SIN:
+ return sin(f);
+ case DMUO_COS:
+ return cos(f);
+ case DMUO_TAN:
+ return tan(f);
+ case DMUO_ASIN:
+ return asin(f);
+ case DMUO_ACOS:
+ return acos(f);
+ case DMUO_ATAN:
+ return atan(f);
+ case DMUO_SINH:
+ return sinh(f);
+ case DMUO_COSH:
+ return cosh(f);
+ case DMUO_TANH:
+ return tanh(f);
+ case DMUO_ASINH:
+ return asinh(f);
+ case DMUO_ACOSH:
+ return acosh(f);
+ case DMUO_ATANH:
+ return atanh(f);
+ case DMUO_CEIL:
+ return ceil(f);
+ case DMUO_FLOOR:
+ return floor(f);
+ case DMUO_ROUND:
+ return round(f);
+ case DMUO_EXP:
+ return exp(f);
+ default:
+ av_assert0(!"not supported yet");
+ return 0.f;
+ }
+}
+
+static int test(DNNMathUnaryOperation op)
+{
+ DnnLayerMathUnaryParams params;
+ DnnOperand operands[2];
+ int32_t input_indexes[1];
+ float input[1*1*3*3] = {
+ 0.1, 0.5, 0.75, -3, 2.5, 2, -2.1, 7.8, 100};
+ float *output;
+
+ params.un_op = op;
+
+ operands[0].data = input;
+ operands[0].dims[0] = 1;
+ operands[0].dims[1] = 1;
+ operands[0].dims[2] = 3;
+ operands[0].dims[3] = 3;
+ operands[1].data = NULL;
+
+ input_indexes[0] = 0;
+ ff_dnn_execute_layer_math_unary(operands, input_indexes, 1, &params, NULL);
+
+ output = operands[1].data;
+ for (int i = 0; i < sizeof(input) / sizeof(float); ++i) {
+ float expected_output = get_expected(input[i], op);
+ int output_nan = isnan(output[i]);
+ int expected_nan = isnan(expected_output);
+ if ((!output_nan && !expected_nan && fabs(output[i] - expected_output) > EPS) ||
+ (output_nan && !expected_nan) || (!output_nan && expected_nan)) {
+ 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;
+}
+
+int main(int agrc, char **argv)
+{
+ if (test(DMUO_ABS))
+ return 1;
+ if (test(DMUO_SIN))
+ return 1;
+ if (test(DMUO_COS))
+ return 1;
+ if (test(DMUO_TAN))
+ return 1;
+ if (test(DMUO_ASIN))
+ return 1;
+ if (test(DMUO_ACOS))
+ return 1;
+ if (test(DMUO_ATAN))
+ return 1;
+ if (test(DMUO_SINH))
+ return 1;
+ if (test(DMUO_COSH))
+ return 1;
+ if (test(DMUO_TANH))
+ return 1;
+ if (test(DMUO_ASINH))
+ return 1;
+ if (test(DMUO_ACOSH))
+ return 1;
+ if (test(DMUO_ATANH))
+ return 1;
+ if (test(DMUO_CEIL))
+ return 1;
+ if (test(DMUO_FLOOR))
+ return 1;
+ if (test(DMUO_ROUND))
+ return 1;
+ if (test(DMUO_EXP))
+ return 1;
+ return 0;
+}