/** * \file dnn/src/cuda/lsq/opr_impl.h * 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. */ #pragma once #include "megdnn/oprs.h" #include "src/cuda/utils.h" namespace megdnn { namespace cuda { class LSQForwardImpl final : public LSQForward { public: using LSQForward::LSQForward; void exec(_megdnn_tensor_in input, _megdnn_tensor_in scale, _megdnn_tensor_in zero_point, _megdnn_tensor_in grad_scale, _megdnn_tensor_out output, _megdnn_workspace workspace) override; size_t get_workspace_in_bytes(const TensorLayout&, /* input */ const TensorLayout&, /* scale */ const TensorLayout&, /* zero_point */ const TensorLayout&, /* grad_scale */ const TensorLayout& /* output */) override { return 0; } private: void exec_noncontig(_megdnn_tensor_in input, _megdnn_tensor_in scale, _megdnn_tensor_in zero_point, _megdnn_tensor_in grad_scale, _megdnn_tensor_out output); }; class LSQBackwardImpl final : public LSQBackward { public: using LSQBackward::LSQBackward; void exec(_megdnn_tensor_in diff, _megdnn_tensor_in input, _megdnn_tensor_in scale, _megdnn_tensor_in zero_point, _megdnn_tensor_in grad_scale, _megdnn_tensor_out grad_x, _megdnn_tensor_out grad_s, _megdnn_workspace workspace) override; size_t get_workspace_in_bytes(const TensorLayout& /* diff */, const TensorLayout& /* input */, const TensorLayout& /* scale */, const TensorLayout& /* zero_point */, const TensorLayout& /* grad_scale */, const TensorLayout& /* grad_x */, const TensorLayout& /* grad_s */) override { return 0; } private: void exec_noncontig(_megdnn_tensor_in diff, _megdnn_tensor_in input, _megdnn_tensor_in scale, _megdnn_tensor_in zero_point, _megdnn_tensor_in grad_scale, _megdnn_tensor_out grad_x, _megdnn_tensor_out grad_s); }; } // namespace cuda } // namespace megdnn