/******************************************************************************* * 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 CPU_REF_POOLING_HPP #define CPU_REF_POOLING_HPP #include #include "c_types_map.hpp" #include "type_helpers.hpp" #include "utils.hpp" #include "cpu_pooling_pd.hpp" #include "cpu_primitive.hpp" namespace mkldnn { namespace impl { namespace cpu { template struct ref_pooling_fwd_t: public cpu_primitive_t { struct pd_t: public cpu_pooling_fwd_pd_t { using cpu_pooling_fwd_pd_t::cpu_pooling_fwd_pd_t; DECLARE_COMMON_PD_T("ref:any", ref_pooling_fwd_t); status_t init() { bool ok = true && set_default_params() == status::success && is_fwd() && utils::everyone_is(data_type, src_md()->data_type, dst_md()->data_type) && desc()->accum_data_type == acc_type && attr()->has_default_values(); if (!ok) return status::unimplemented; bool is_training = desc_.prop_kind == prop_kind::forward_training; if (desc()->alg_kind == alg_kind::pooling_max && is_training) init_default_ws(); return status::success; } }; ref_pooling_fwd_t(const pd_t *apd): cpu_primitive_t(apd) {} typedef typename prec_traits::type data_t; typedef typename prec_traits::type acc_data_t; virtual status_t execute(const exec_ctx_t &ctx) const override { execute_forward(ctx); return status::success; } private: void execute_forward(const exec_ctx_t &ctx) const; const pd_t *pd() const { return (const pd_t *)primitive_t::pd(); } }; template struct ref_pooling_bwd_t: public cpu_primitive_t { struct pd_t: public cpu_pooling_bwd_pd_t { using cpu_pooling_bwd_pd_t::cpu_pooling_bwd_pd_t; DECLARE_COMMON_PD_T("ref:any", ref_pooling_bwd_t); status_t init() { bool ok = true && set_default_params() == status::success && !is_fwd() && utils::everyone_is(data_type, diff_dst_md()->data_type, diff_src_md()->data_type) && attr()->has_default_values(); if (!ok) return status::unimplemented; if (desc()->alg_kind == alg_kind::pooling_max) { init_default_ws(); if (!compare_ws(hint_fwd_pd_)) return status::unimplemented; } return status::success; } }; ref_pooling_bwd_t(const pd_t *apd): cpu_primitive_t(apd) {} typedef typename prec_traits::type data_t; typedef typename prec_traits::type acc_data_t; virtual status_t execute(const exec_ctx_t &ctx) const override { execute_backward(ctx); return status::success; } private: void execute_backward(const exec_ctx_t &ctx) const; const pd_t *pd() const { return (const pd_t *)primitive_t::pd(); } }; } } } #endif // vim: et ts=4 sw=4 cindent cino^=l0,\:0,N-s