/** * \file dnn/src/common/argsort.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/general.h" #include "src/common/utils.h" using namespace megdnn; void ArgsortForward::deduce_layout(const TensorLayout& src, TensorLayout& dst, TensorLayout& indices) { megdnn_assert(src.ndim == 2 && src.is_contiguous(), "invalid src layout: %s", src.to_string().c_str()); dst = src; indices = src; indices.dtype = dtype::Int32(); } void ArgsortForward::check_exec(const TensorLayout& src, const TensorLayout& dst, const TensorLayout& indices, size_t workspace_in_bytes) { auto errmsg = [&]() { return megdnn_layout_msg(src) + ", " + megdnn_layout_msg(dst) + ", " + megdnn_layout_msg(indices); }; MEGDNN_MARK_USED_VAR(errmsg); megdnn_assert_contiguous(src); megdnn_assert(src.ndim == 2_z, "%s", errmsg().c_str()); megdnn_assert_eq_layout(src, dst); megdnn_assert_eq_shape(src, indices); megdnn_assert_contiguous(indices); megdnn_assert(src.dtype == dst.dtype); megdnn_assert(indices.dtype == dtype::Int32()); auto required_workspace_in_bytes = get_workspace_in_bytes(src, dst, indices); megdnn_assert(workspace_in_bytes >= required_workspace_in_bytes); } void ArgsortBackward::check_exec(const TensorLayout& diff, const TensorLayout& indices, const TensorLayout& grad, size_t workspace_in_bytes) { megdnn_assert(diff.eq_shape(indices) && diff.dtype == grad.dtype && indices.dtype == dtype::Int32{} && diff.is_contiguous() && indices.is_contiguous() && grad.is_contiguous() && diff.ndim == 2 && grad.ndim == 2 && diff[0] == grad[0] && diff[1] <= grad[1], "invalid layouts: diff=%s indices=%s grad=%s", diff.to_string().c_str(), indices.to_string().c_str(), grad.to_string().c_str()); auto required_workspace_in_bytes = get_workspace_in_bytes(diff, indices, grad); megdnn_assert(workspace_in_bytes >= required_workspace_in_bytes); } // vim: syntax=cpp.doxygen