MegEngine/dnn/test/cuda/cumsum.cpp

/**
 * \file dnn/test/cuda/cumsum.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 "megdnn/oprs.h"
#include "test/common/checker.h"

namespace megdnn {
namespace test {

TEST_F(CUDA, CUMSUM) {
    Checker<Cumsum> checker(handle_cuda());
    struct TestArg {
        param::Cumsum param;
        TensorShape shape;
        TestArg(param::Cumsum param, TensorShape shape) : param(param), shape(shape) {}
    };
    std::vector<TestArg> args, args_int32;
    for (auto shape :
         TensorShapeArray{{10000}, {33000, 33}, {100, 100, 100}, {30, 30, 30, 30}}) {
        for (size_t axis = 0; axis < shape.ndim; ++axis) {
            args.emplace_back(param::Cumsum(axis, true, true), shape);
            args.emplace_back(param::Cumsum(axis, true, false), shape);
            args.emplace_back(param::Cumsum(axis, false, true), shape);
            args.emplace_back(param::Cumsum(axis, false, false), shape);
        }
    }
    for (auto shape : TensorShapeArray{{1}, {10}, {100}, {1000}, {10000}, {100000}}) {
        args.emplace_back(param::Cumsum(0, true, true), shape);
        args.emplace_back(param::Cumsum(0, true, false), shape);
        args.emplace_back(param::Cumsum(0, false, true), shape);
        args.emplace_back(param::Cumsum(0, false, false), shape);
    }
    for (auto shape : TensorShapeArray{
                 {1},
                 {10},
                 {100},
                 {1000},
                 {10000},
                 {100000},
                 {1000000},
                 {1050000},
                 {2100000}}) {
        args_int32.emplace_back(param::Cumsum(0, true, true), shape);
        args_int32.emplace_back(param::Cumsum(0, true, false), shape);
        args_int32.emplace_back(param::Cumsum(0, false, true), shape);
        args_int32.emplace_back(param::Cumsum(0, false, false), shape);
    }
    for (auto arg : args) {
        checker.set_param(arg.param);
        checker.set_epsilon(1e-2);
        checker.set_dtype(0, dtype::Float32()).execs({{arg.shape}, {}});
        checker.set_dtype(0, dtype::Int16()).execs({{arg.shape}, {}});
        checker.set_dtype(0, dtype::Int32()).execs({{arg.shape}, {}});
    }
    for (auto arg : args_int32) {
        checker.set_param(arg.param);
        checker.set_epsilon(1e-2);
        checker.set_dtype(0, dtype::Int32()).execs({{arg.shape}, {}});
    }
}

}  // namespace test
}  // namespace megdnn
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