MegEngine/dnn/test/cuda/tile.cpp

/**
 * \file dnn/test/cuda/tile.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/cuda/fixture.h"

#include "test/common/checker.h"
#include "test/common/tile_repeat.h"

namespace megdnn {
namespace test {

TEST_F(CUDA, TILE_FORWARD) {
    Checker<TileForward> checker(handle_cuda());
    auto args = tile_repeat::get_args();
    for (auto&& arg : args) {
        checker.set_dtype(0, dtype::Float32())
                .set_param(arg.param())
                .execs({arg.src, {}});
        checker.set_dtype(0, dtype::Float16())
                .set_param(arg.param())
                .execs({arg.src, {}});
    }
}

TEST_F(CUDA, TILE_BACKWARD) {
    Checker<TileBackward> checker(handle_cuda());
    UniformFloatRNG rng(1, 2);
    checker.set_epsilon(1e-2).set_rng(0, &rng);
    ;
    auto args = tile_repeat::get_args();
    for (auto&& arg : args) {
        checker.set_dtype(0, dtype::Float32())
                .set_dtype(1, dtype::Float32())
                .set_param(arg.param())
                .execs({arg.dst, arg.src});
        checker.set_dtype(0, dtype::Float16())
                .set_dtype(1, dtype::Float16())
                .set_param(arg.param())
                .execs({arg.dst, arg.src});
    }
}

}  // namespace test
}  // namespace megdnn

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