/******************************************************************************* * 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 POOLING_PD_HPP #define POOLING_PD_HPP #include "mkldnn.h" #include "c_types_map.hpp" #include "primitive_desc.hpp" #include "memory_pd.hpp" namespace mkldnn { namespace impl { struct pooling_fwd_pd_t: public primitive_desc_t { typedef pooling_fwd_pd_t base_class; typedef pooling_fwd_pd_t hint_class; static constexpr auto base_pkind = primitive_kind::pooling; pooling_fwd_pd_t(mkldnn::impl::engine_t *engine, const pooling_desc_t *adesc, const primitive_attr_t *attr, const pooling_fwd_pd_t *hint_fwd_pd) : primitive_desc_t(engine, attr, primitive_kind::pooling) , desc_(*adesc), hint_fwd_pd_(hint_fwd_pd) {} virtual ~pooling_fwd_pd_t() {} const pooling_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 { init_info_pool(this, this->info_); } virtual const memory_pd_t *input_pd(int index = 0) const override { return index == 0 ? src_pd() : nullptr; } virtual const memory_pd_t *output_pd(int index = 0) const override { if (index == 0) return dst_pd(); if (index == 1) return workspace_pd(); return nullptr; } virtual int n_inputs() const override { return 1; } virtual int n_outputs() const override { return 1 + (workspace_pd() != nullptr); } virtual status_t query(query_t what, int idx, void *result) const override { switch (what) { case query::pooling_d: *(const pooling_desc_t**)result = desc(); break; default: return primitive_desc_t::query(what, idx, result); } return status::success; } /* common pooling aux functions */ inline bool is_3d() const { return desc_.src_desc.ndims == 5; } inline int MB() const { return desc_.src_desc.dims[0]; } inline int C() const { return desc_.src_desc.dims[1]; } inline int ID() const { return is_3d() ? desc_.src_desc.dims[2] : 1; } inline int IH() const { return is_3d() ? desc_.src_desc.dims[3] : desc_.src_desc.dims[2]; } inline int IW() const { return is_3d() ? desc_.src_desc.dims[4] : desc_.src_desc.dims[3]; } inline int OD() const { return is_3d() ? desc_.dst_desc.dims[2] : 1; } inline int OH() const { return is_3d() ? desc_.dst_desc.dims[3] : desc_.dst_desc.dims[2]; } inline int OW() const { return is_3d() ? desc_.dst_desc.dims[4] : desc_.dst_desc.dims[3]; } inline int KD() const { return is_3d() ? desc_.kernel[0] : 1; } inline int KH() const { return is_3d() ? desc_.kernel[1] : desc_.kernel[0]; } inline int KW() const { return is_3d() ? desc_.kernel[2] : desc_.kernel[1]; } inline int KSD() const { return is_3d() ? desc_.strides[0] : 1; } inline int KSH() const { return is_3d() ? desc_.strides[1] : desc_.strides[0]; } inline int KSW() const { return is_3d() ? desc_.strides[2] : desc_.strides[1]; } inline int padFront() const { return is_3d() ? desc_.padding[0][0] : 0; } inline int padBack() const { return is_3d() ? desc_.padding[1][0] : 0; } inline int padT() const { return is_3d() ? desc_.padding[0][1] : desc_.padding[0][0]; } inline int padB() const { return is_3d() ? desc_.padding[1][1] : desc_.padding[1][0]; } inline int padL() const { return is_3d() ? desc_.padding[0][2] : desc_.padding[0][1]; } inline int padR() const { return is_3d() ? desc_.padding[1][2] : desc_.padding[1][1]; } bool has_zero_dim_memory() const { return memory_desc_wrapper(desc_.src_desc).has_zero_dim(); } protected: pooling_desc_t desc_; const pooling_fwd_pd_t *hint_fwd_pd_; }; struct pooling_bwd_pd_t: public primitive_desc_t { typedef pooling_bwd_pd_t base_class; typedef pooling_fwd_pd_t hint_class; static constexpr auto base_pkind = primitive_kind::pooling; pooling_bwd_pd_t(mkldnn::impl::engine_t *engine, const pooling_desc_t *adesc, const primitive_attr_t *attr, const pooling_fwd_pd_t *hint_fwd_pd) : primitive_desc_t(engine, attr, primitive_kind::pooling) , desc_(*adesc), hint_fwd_pd_(hint_fwd_pd) {} virtual ~pooling_bwd_pd_t() {} const pooling_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 { init_info_pool(this, this->info_); } virtual const memory_pd_t *input_pd(int index = 0) const override { if (index == 0) return diff_dst_pd(); if (index == 1) return workspace_pd(); return nullptr; } virtual const memory_pd_t *output_pd(int index = 0) const override { return index == 0 ? diff_src_pd() : nullptr; } virtual int n_inputs() const override { return 1 + (workspace_pd() != nullptr); } virtual int n_outputs() const override { return 1; } virtual status_t query(query_t what, int idx, void *result) const override { switch (what) { case query::pooling_d: *(const pooling_desc_t**)result = desc(); break; default: return primitive_desc_t::query(what, idx, result); } return status::success; } /* common pooling aux functions */ inline bool is_3d() const { return desc_.diff_src_desc.ndims == 5; } inline int MB() const { return desc_.diff_src_desc.dims[0]; } inline int C() const { return desc_.diff_src_desc.dims[1]; } inline int ID() const { return is_3d() ? desc_.diff_src_desc.dims[2] : 1; } inline int IH() const { return is_3d() ? desc_.diff_src_desc.dims[3] : desc_.diff_src_desc.dims[2]; } inline int IW() const { return is_3d() ? desc_.diff_src_desc.dims[4] : desc_.diff_src_desc.dims[3]; } inline int OD() const { return is_3d() ? desc_.diff_dst_desc.dims[2] : 1; } inline int OH() const { return is_3d() ? desc_.diff_dst_desc.dims[3] : desc_.diff_dst_desc.dims[2]; } inline int OW() const { return is_3d() ? desc_.diff_dst_desc.dims[4] : desc_.diff_dst_desc.dims[3]; } inline int KD() const { return is_3d() ? desc_.kernel[0] : 1; } inline int KH() const { return is_3d() ? desc_.kernel[1] : desc_.kernel[0]; } inline int KW() const { return is_3d() ? desc_.kernel[2] : desc_.kernel[1]; } inline int KSD() const { return is_3d() ? desc_.strides[0] : 1; } inline int KSH() const { return is_3d() ? desc_.strides[1] : desc_.strides[0]; } inline int KSW() const { return is_3d() ? desc_.strides[2] : desc_.strides[1]; } inline int padFront() const { return is_3d() ? desc_.padding[0][0] : 0; } inline int padBack() const { return is_3d() ? desc_.padding[1][0] : 0; } inline int padT() const { return is_3d() ? desc_.padding[0][1] : desc_.padding[0][0]; } inline int padB() const { return is_3d() ? desc_.padding[1][1] : desc_.padding[1][0]; } inline int padL() const { return is_3d() ? desc_.padding[0][2] : desc_.padding[0][1]; } inline int padR() const { return is_3d() ? desc_.padding[1][2] : desc_.padding[1][1]; } bool has_zero_dim_memory() const { return memory_desc_wrapper(desc_.diff_src_desc).has_zero_dim(); } protected: pooling_desc_t desc_; const pooling_fwd_pd_t *hint_fwd_pd_; }; } } #endif // vim: et ts=4 sw=4 cindent cino^=l0,\:0,N-s