/******************************************************************************* * Copyright 2016-2018 Intel Corporation * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. *******************************************************************************/ #ifndef SOFTMAX_PD_HPP #define SOFTMAX_PD_HPP #include "mkldnn.h" #include "c_types_map.hpp" #include "primitive_desc.hpp" namespace mkldnn { namespace impl { struct softmax_fwd_pd_t; struct softmax_pd_t: public primitive_desc_t { static constexpr auto base_pkind = primitive_kind::softmax; softmax_pd_t(engine_t *engine, const softmax_desc_t *adesc, const primitive_attr_t *attr, const softmax_fwd_pd_t *hint_fwd_pd) : primitive_desc_t(engine, attr, base_pkind) , desc_(*adesc) , hint_fwd_pd_(hint_fwd_pd) , data_md_(desc_.data_desc) {} const softmax_desc_t *desc() const { return &desc_; } virtual const op_desc_t *op_desc() const override { return reinterpret_cast(this->desc()); } virtual void init_info() override { impl::init_info(this, this->info_); } virtual status_t query(query_t what, int idx, void *result) const override { switch (what) { case query::softmax_d: *(const softmax_desc_t**)result = desc(); break; default: return primitive_desc_t::query(what, idx, result); } return status::success; } /* common softmax aux functions */ dim_t MB() const { return data_desc().dims[0]; } dim_t C() const { return data_desc().dims[1]; } dim_t D() const { return ndims() >= 5 ? data_desc().dims[ndims() - 3] : 1; } dim_t H() const { return ndims() >= 4 ? data_desc().dims[ndims() - 2] : 1; } dim_t W() const { return ndims() >= 3 ? data_desc().dims[ndims() - 1] : 1; } int ndims() const { return data_desc().ndims; } bool is_fwd() const { return utils::one_of(desc_.prop_kind, prop_kind::forward_training, prop_kind::forward_inference); } protected: softmax_desc_t desc_; const softmax_fwd_pd_t *hint_fwd_pd_; memory_desc_t data_md_; private: const memory_desc_t &data_desc() const { return desc_.data_desc; } }; struct softmax_fwd_pd_t: public softmax_pd_t { typedef softmax_fwd_pd_t base_class; typedef softmax_fwd_pd_t hint_class; softmax_fwd_pd_t(engine_t *engine, const softmax_desc_t *adesc, const primitive_attr_t *attr, const softmax_fwd_pd_t *hint_fwd_pd) : softmax_pd_t(engine, adesc, attr, hint_fwd_pd) {} virtual arg_usage_t arg_usage(primitive_arg_index_t arg) const override { if (arg == MKLDNN_ARG_SRC) return arg_usage_t::input; if (arg == MKLDNN_ARG_DST) return arg_usage_t::output; if (arg == MKLDNN_ARG_WORKSPACE && (workspace_md() != nullptr)) return arg_usage_t::output; return primitive_desc_t::arg_usage(arg); } virtual const memory_desc_t *src_md(int index = 0) const override { return index == 0 ? &data_md_ : nullptr; } virtual const memory_desc_t *dst_md(int index = 0) const override { return index == 0 ? &data_md_ : nullptr; } virtual int n_inputs() const override { return 1; } virtual int n_outputs() const override { return 1 + (workspace_md() != nullptr); } }; struct softmax_bwd_pd_t: public softmax_pd_t { typedef softmax_bwd_pd_t base_class; typedef softmax_fwd_pd_t hint_class; softmax_bwd_pd_t(engine_t *engine, const softmax_desc_t *adesc, const primitive_attr_t *attr, const softmax_fwd_pd_t *hint_fwd_pd) : softmax_pd_t(engine, adesc, attr, hint_fwd_pd) , diff_data_md_(desc_.diff_desc) {} virtual arg_usage_t arg_usage(primitive_arg_index_t arg) const override { if (utils::one_of(arg, MKLDNN_ARG_DST, MKLDNN_ARG_DIFF_DST)) return arg_usage_t::input; if (arg == MKLDNN_ARG_DIFF_SRC) return arg_usage_t::output; if (arg == MKLDNN_ARG_WORKSPACE && (workspace_md() != nullptr)) return arg_usage_t::input; return primitive_desc_t::arg_usage(arg); } virtual const memory_desc_t *dst_md(int index = 0) const override { return index == 0 ? &data_md_ : nullptr; } virtual const memory_desc_t *diff_dst_md(int index = 0) const override { return index == 0 ? &diff_data_md_ : nullptr; } virtual const memory_desc_t *diff_src_md(int index = 0) const override { return index == 0 ? &diff_data_md_ : nullptr; } virtual int n_inputs() const override { return 2 + (workspace_md() != nullptr); } virtual int n_outputs() const override { return 1; } protected: memory_desc_t diff_data_md_; }; } } #endif // vim: et ts=4 sw=4 cindent cino^=l0,\:0,N-s