/** * \file dnn/src/cuda/images2neibs/opr_impl.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 "src/cuda/images2neibs/opr_impl.h" #include "src/cuda/utils.h" #include "src/cuda/images2neibs/kernel.cuh" namespace megdnn { namespace cuda { void Images2NeibsForwardImpl::exec(_megdnn_tensor_in src, _megdnn_tensor_out dst, _megdnn_workspace workspace) { check_exec(src.layout, dst.layout, workspace.size); auto stream = cuda_stream(handle()); int N = src.layout[0], C = src.layout[1], IH = src.layout[2], IW = src.layout[3]; int OH = dst.layout[2], OW = dst.layout[3]; int ph = param().pad_h, pw = param().pad_w; int sh = param().stride_h, sw = param().stride_w; int dh = param().dilate_h, dw = param().dilate_w; int wh = param().window_h, ww = param().window_w; #define cb(DType) \ if (src.layout.dtype.enumv() == DTypeTrait::enumv) { \ using T = DTypeTrait::ctype; \ images2neibs::forward(src.ptr(), dst.ptr(), \ N, C, IH, IW, OH, OW, \ ph, pw, sh, sw, dh, dw, wh, ww, \ stream); \ return; \ } MEGDNN_FOREACH_COMPUTING_DTYPE(cb); #undef cb megdnn_assert_internal(0); } void Images2NeibsBackwardImpl::exec(_megdnn_tensor_in diff, _megdnn_tensor_out grad, _megdnn_workspace workspace) { check_exec(diff.layout, grad.layout, workspace.size); auto stream = cuda_stream(handle()); int N = grad.layout[0], C = grad.layout[1], IH = grad.layout[2], IW = grad.layout[3]; int OH = diff.layout[2], OW = diff.layout[3]; int ph = param().pad_h, pw = param().pad_w; int sh = param().stride_h, sw = param().stride_w; int dh = param().dilate_h, dw = param().dilate_w; int wh = param().window_h, ww = param().window_w; #define cb(DType) \ if (diff.layout.dtype == DType()) { \ using T = DTypeTrait::ctype; \ images2neibs::backward(diff.ptr(), grad.ptr(), \ N, C, IH, IW, OH, OW, \ ph, pw, sh, sw, dh, dw, wh, ww, \ stream); \ return; \ } MEGDNN_FOREACH_COMPUTING_DTYPE(cb); #undef cb megdnn_assert_internal(0); } } // namespace cuda } // namespace megdnn // vim: syntax=cpp.doxygen