/** * \file dnn/src/naive/resize/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/common/utils.h" namespace megdnn { namespace naive { class ResizeImpl : public Resize { public: using Format = Param::Format; template struct KernParam { Format format; size_t n, c, ih, iw, oh, ow; ptrdiff_t s_in, s_ic, s_ih, s_iw; ctype *sptr, *dptr; Workspace workspace; static KernParam from_tensors(Format format, _megdnn_tensor_in src, _megdnn_tensor_out dst, _megdnn_workspace workspace); }; using Resize::Resize; void exec(_megdnn_tensor_in src, _megdnn_tensor_out dst, _megdnn_workspace workspace) override; size_t get_workspace_in_bytes(const TensorLayout&, const TensorLayout&) override { return 0; } private: // ctype: C type of input data type. template void kern_naive(const KernParam& kern_param); template void kern_nchw(const KernParam& kern_param, InterpolationMode imode); template void kern_naive_nhwc(const KernParam& kern_param); template void kern_naive_nhwcd4(const KernParam& kern_param); template void kern_naive_nchw4(const KernParam& kern_param); }; // class ResizeImpl #define UNPACK_RESIZE_FWD_KERN_PARAM(p) \ auto N = p.n, C = p.c, IH = p.ih, IW = p.iw, OH = p.oh, OW = p.ow; \ ctype* __restrict sptr = p.sptr; \ ctype* __restrict dptr = p.dptr; #define UNPACK_RESIZE_FWD_KERN_PARAM_WITH_STRIDE(p) \ UNPACK_RESIZE_FWD_KERN_PARAM(p) \ auto S_IN = p.s_in, S_IC = p.s_ic, S_IH = p.s_ih, S_IW = p.s_iw; class ResizeBackwardImpl: public ResizeBackward { public: using ResizeBackward::ResizeBackward; void exec(_megdnn_tensor_in diff, _megdnn_tensor_out grad, _megdnn_workspace workspace) override; size_t get_workspace_in_bytes(const TensorLayout&, const TensorLayout&) override { return 0; } }; } // namespace naive } // namespace megdnn // vim: syntax=cpp.doxygen