MegEngine/dnn/test/naive/sliding_window_transpose.cpp

/**
 * \file dnn/test/naive/sliding_window_transpose.cpp
 * MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
 *
 * Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
 *
 * Unless required by applicable law or agreed to in writing,
 * software distributed under the License is distributed on an
 * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 */
#include "test/naive/fixture.h"

#include "megdnn/oprs/nn.h"
#include "test/common/checker.h"

using namespace megdnn;
using namespace test;

TEST_F(NAIVE, SlidingWindowTranspose_FORWARD) {
    Checker<SlidingWindowTranspose> checker(handle(), /* check_dispatch */ false);

    SlidingWindowTranspose::Param param(3, 3, 0, 0, 1, 1, 1, 1, 2, 2);
    checker.set_param(param).exect(
            Testcase{
                    TensorValue(
                            {1, 1, 2, 2, 2, 2}, dtype::Uint8(),
                            {0, 1, 3, 4, 1, 2, 4, 5, 3, 4, 6, 7, 4, 5, 7, 8}),
                    {}},
            Testcase{
                    {},
                    TensorValue(
                            {1, 1, 3, 3}, dtype::Uint8(),
                            {0, 2, 2, 6, 16, 10, 6, 14, 8})});

    param.out_h = 6;
    param.out_w = 7;
    param.pad_h = 1;
    param.pad_w = 1;
    param.stride_h = 2;
    param.stride_w = 2;
    param.dilate_h = 2;
    param.dilate_w = 2;
    param.window_h = 3;
    param.window_w = 3;
    checker.set_param(param).exect(
            Testcase{
                    TensorValue(
                            {1, 1, 2, 3, 3, 3}, dtype::Uint8(),
                            {0,  0,  0,  0,  8,  10, 0,  22, 24, 0,  0,  0,  8,  10,
                             12, 22, 24, 26, 0,  0,  0,  10, 12, 0,  24, 26, 0,  0,
                             8,  10, 0,  22, 24, 0,  36, 38, 8,  10, 12, 22, 24, 26,
                             36, 38, 40, 10, 12, 0,  24, 26, 0,  38, 40, 0}),
                    {}},
            Testcase{
                    {},
                    TensorValue(
                            {1, 1, 6, 7}, dtype::Uint8(),
                            {0, 0, 0, 0, 0, 0, 0, 0, 32, 0, 60,  0, 48,  0,
                             0, 0, 0, 0, 0, 0, 0, 0, 88, 0, 144, 0, 104, 0,
                             0, 0, 0, 0, 0, 0, 0, 0, 72, 0, 114, 0, 80,  0})});
}