/** * \file dnn/src/common/tensor_remap.cpp * 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. */ #include "megdnn/oprs.h" #include "src/common/utils.h" namespace megdnn { void IndexingRemapBase::check_layout_fwd(const TensorLayout &src, const TensorLayout &map, const TensorLayout &dst) { megdnn_assert_non_overlapping_strong(src); megdnn_assert_contiguous(map); megdnn_assert_non_overlapping_strong(dst); auto errmsg = megdnn_layout_msg(src) + ", " + megdnn_layout_msg(map) + ", " + megdnn_layout_msg(dst); auto errmsg_c = errmsg.c_str(); MEGDNN_MARK_USED_VAR(errmsg_c); megdnn_assert(map.ndim == dst.ndim + 1, "%s", errmsg_c); for (size_t i = 0_z; i < dst.ndim; ++i) { megdnn_assert(map.shape[i] == dst.shape[i], "%s", errmsg_c); } megdnn_assert(map.shape[dst.ndim] == src.ndim, "%s", errmsg_c); megdnn_assert(dst.dtype == src.dtype); megdnn_assert(src.dtype == dtype::Float32() || src.dtype == dtype::Int32(), "indexing remap only support float32/int32, got %s", src.dtype.name()); megdnn_assert(map.dtype == dtype::Int32()); } void IndexingRemapForward::deduce_layout(const TensorLayout &src, const TensorLayout &map, TensorLayout &dst) { dst = map; dst.dtype = src.dtype; --dst.ndim; dst.init_contiguous_stride(); } void IndexingRemapForward::check_exec(const TensorLayout &src, const TensorLayout &map, const TensorLayout &dst, size_t workspace_in_bytes) { check_layout_fwd(src, map, dst); auto required_workspace_in_bytes = get_workspace_in_bytes(src, map, dst); megdnn_assert(workspace_in_bytes >= required_workspace_in_bytes); } void IndexingRemapBackward::check_exec(const TensorLayout &diff, const TensorLayout &map, const TensorLayout &grad, size_t workspace_in_bytes) { check_layout_fwd(grad, map, diff); auto required_workspace_in_bytes = get_workspace_in_bytes(diff, map, grad); megdnn_assert(workspace_in_bytes >= required_workspace_in_bytes); } } // namespace megdnn // vim: syntax=cpp.doxygen