/** * \file dnn/src/common/softmax.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 "megdnn/oprs.h" #include "src/common/utils.h" namespace megdnn { void SoftmaxBase::deduce_layout_fwd(const TensorLayout& src, TensorLayout& dst) { megdnn_assert( param().axis >= -static_cast(src.ndim) && param().axis < static_cast(src.ndim), "axis: %d ndim: %zu", param().axis, src.ndim); megdnn_assert_contiguous(src); dst = src; dst.dtype = src.dtype; dst.format = src.format; dst.init_contiguous_stride(); } void SoftmaxBase::check_layout_fwd(const TensorLayout& src, const TensorLayout& dst) { TensorLayout dst_expected; megdnn_assert_eq_dtype(src, dst); deduce_layout_fwd(src, dst_expected); megdnn_assert_eq_layout(dst_expected, dst); megdnn_assert(src.dtype == dst.dtype); } void SoftmaxForward::deduce_layout(const TensorLayout& src, TensorLayout& dst) { deduce_layout_fwd(src, dst); } void SoftmaxForward::check_exec( const TensorLayout& src, const TensorLayout& dst, size_t workspace_in_bytes) { check_layout_fwd(src, dst); auto required_workspace_in_bytes = get_workspace_in_bytes(src, dst); megdnn_assert(workspace_in_bytes >= required_workspace_in_bytes); } void SoftmaxBackward::check_exec( const TensorLayout& src, const TensorLayout& diff, const TensorLayout& grad, size_t workspace_in_bytes) { megdnn_assert_eq_layout(src, diff); megdnn_assert_eq_layout(src, grad); auto required_workspace_in_bytes = get_workspace_in_bytes(src, diff, grad); megdnn_assert(workspace_in_bytes >= required_workspace_in_bytes); } } // namespace megdnn // vim: syntax=cpp.doxygen