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/*
* Copyright (c) 2019 Samsung Electronics Co., Ltd. All Rights Reserved
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#include "TFLExporterUtils.h"
#include <gtest/gtest.h>
using namespace exo::tflite_detail;
TEST(ExporterUtilsTests, getOpPadding)
{
loco::Padding2D pad;
loco::Stride<2> stride;
exo::ShapeDescription ifm;
exo::ShapeDescription ofm;
ifm._dims.resize(4);
ofm._dims.resize(4);
// VALID padding
{
pad.top(0);
pad.bottom(0);
pad.left(0);
pad.right(0);
stride.vertical(2);
stride.horizontal(2);
ifm._dims[1] = 5;
ifm._dims[2] = 5;
ofm._dims[1] = 2;
ofm._dims[2] = 2;
ASSERT_EQ(getOpPadding(&pad, &stride, ifm, ofm), tflite::Padding_VALID);
}
// SAME padding
{
pad.top(1);
pad.bottom(1);
pad.left(1);
pad.right(1);
stride.vertical(2);
stride.horizontal(2);
ifm._dims[1] = 5;
ifm._dims[2] = 5;
ofm._dims[1] = 3;
ofm._dims[2] = 3;
ASSERT_EQ(getOpPadding(&pad, &stride, ifm, ofm), tflite::Padding_SAME);
}
// Custom padding 1 - Not supported by tflite
{
pad.top(2);
pad.bottom(0);
pad.left(1);
pad.right(1);
stride.vertical(2);
stride.horizontal(2);
ifm._dims[1] = 5;
ifm._dims[2] = 5;
ofm._dims[1] = 3;
ofm._dims[2] = 3;
ASSERT_ANY_THROW(getOpPadding(&pad, &stride, ifm, ofm));
}
// Custom padding 2 - Not supported by tflite
{
pad.top(2);
pad.bottom(2);
pad.left(2);
pad.right(2);
stride.vertical(2);
stride.horizontal(2);
ifm._dims[1] = 5;
ifm._dims[2] = 5;
ofm._dims[1] = 4;
ofm._dims[2] = 4;
ASSERT_ANY_THROW(getOpPadding(&pad, &stride, ifm, ofm));
}
}
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