MegEngine/dnn/test/common/warp_perspective.h

/**
 * \file dnn/test/common/warp_perspective.h
 * MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
 *
 * Copyright (c) 2014-2020 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.
 */
#pragma once
#include "test/common/rng.h"
#include "test/common/random_state.h"
#include "test/common/workspace_wrapper.h"

#include "megdnn/oprs/imgproc.h"
#include "megdnn/opr_param_defs.h"

namespace megdnn {
namespace test {

struct WarpPerspectiveMatIdxProxy {
    WorkspaceWrapper W;
    static void deduce_layout(WarpPerspective*, TensorLayoutArray&);
    static void deduce_layout(WarpPerspectiveBackwardData*, TensorLayoutArray&);
    static void deduce_layout(WarpPerspectiveBackwardMat*, TensorLayoutArray&);
    void exec(WarpPerspective* opr, const TensorNDArray& tensors);
    void exec(WarpPerspectiveBackwardData* opr, const TensorNDArray& tensors);
    void exec(WarpPerspectiveBackwardMat* opr, const TensorNDArray& tensors);
};

class WarpPerspectiveMatRNG final : public IIDRNG {
public:
    WarpPerspectiveMatRNG() : idx(0) {}
    dt_float32 gen_single_val() override {
        std::normal_distribution<float_t> dist;
        switch (idx) {
            case 6:
            case 7:
                dist = std::normal_distribution<float_t>(0.0f, 0.01f);
                break;
            case 8:
                dist = std::normal_distribution<float_t>(1.0f, 0.1f);
                break;
            default:
                dist = std::normal_distribution<float_t>(0.0f, 1.0f);
                break;
        }
        auto res = dist(RandomState::generator());
        idx = (idx + 1) % 9;
        return res;
    }

private:
    size_t idx;
};

namespace warp_perspective {

struct TestArg {
    param::WarpPerspective param;
    TensorShape src;
    TensorShape trans;
	TensorShape mat_idx;
    TensorShape dst;
    TestArg(param::WarpPerspective param_, TensorShape src_, TensorShape trans_, TensorShape mat_idx_,
            TensorShape dst_)
            : param(param_), src(src_), trans(trans_), mat_idx(mat_idx_), dst(dst_) {}
};

//! Test args for the WarpPerspective with format NHWC
std::vector<TestArg> get_cv_args();

void run_mat_idx_test(Handle* handle);
void run_int8_test(Handle* handle);
void run_quint8_test(Handle* handle);

}  // namespace warp_perspective
}  // namespace test
}  // namespace megdnn

// vim: syntax=cpp.doxygen