/******************************************************************************* * 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_GEMM_INNER_PRODUCT_HPP #define CPU_GEMM_INNER_PRODUCT_HPP #include #include "c_types_map.hpp" #include "type_helpers.hpp" #include "utils.hpp" #include "gemm/gemm.hpp" #include "cpu_inner_product_pd.hpp" #include "cpu_primitive.hpp" namespace mkldnn { namespace impl { namespace cpu { template struct gemm_inner_product_fwd_t: public cpu_primitive_t { struct pd_t: public cpu_inner_product_fwd_pd_t { using cpu_inner_product_fwd_pd_t::cpu_inner_product_fwd_pd_t; DECLARE_COMMON_PD_T(GEMM_IMPL_STR, gemm_inner_product_fwd_t); status_t init() { using namespace utils; bool ok = true && set_default_params() == status::success && is_fwd() && !has_zero_dim_memory() && everyone_is(data_type, src_md()->data_type, weights_md()->data_type, dst_md()->data_type, with_bias() ? weights_md(1)->data_type : data_type) && attr()->output_scales_.has_default_values() && attr()->post_ops_.len_ <= 1 && IMPLICATION(attr()->post_ops_.len_ == 1, attr()->post_ops_.entry_[0].is_relu(true, false)) && dense_gemm_consitency_check(src_md(), weights_md(), dst_md()); return ok ? status::success : status::unimplemented; } }; gemm_inner_product_fwd_t(const pd_t *apd): cpu_primitive_t(apd) {} typedef typename prec_traits::type 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 gemm_inner_product_bwd_data_t: public cpu_primitive_t { struct pd_t: public cpu_inner_product_bwd_data_pd_t { using cpu_inner_product_bwd_data_pd_t::cpu_inner_product_bwd_data_pd_t; DECLARE_COMMON_PD_T(GEMM_IMPL_STR, gemm_inner_product_bwd_data_t); status_t init() { bool ok = true && set_default_params() == status::success && desc()->prop_kind == prop_kind::backward_data && !has_zero_dim_memory() && utils::everyone_is(data_type, diff_src_md()->data_type, weights_md()->data_type, diff_dst_md()->data_type) && attr()->has_default_values() && dense_gemm_consitency_check(diff_src_md(), weights_md(), diff_dst_md()); return ok ? status::success : status::unimplemented; } }; gemm_inner_product_bwd_data_t(const pd_t *apd): cpu_primitive_t(apd) {} typedef typename prec_traits::type data_t; virtual status_t execute(const exec_ctx_t &ctx) const override { execute_backward_data(ctx); return status::success; } private: void execute_backward_data(const exec_ctx_t &ctx) const; const pd_t *pd() const { return (const pd_t *)primitive_t::pd(); } }; template struct gemm_inner_product_bwd_weights_t: public cpu_primitive_t { struct pd_t: public cpu_inner_product_bwd_weights_pd_t { using cpu_inner_product_bwd_weights_pd_t::cpu_inner_product_bwd_weights_pd_t; DECLARE_COMMON_PD_T(GEMM_IMPL_STR, gemm_inner_product_bwd_weights_t); status_t init() { bool ok = true && set_default_params() == status::success && desc()->prop_kind == prop_kind::backward_weights && !has_zero_dim_memory() && utils::everyone_is(data_type, src_md()->data_type, diff_weights_md()->data_type, diff_dst_md()->data_type, with_bias() ? diff_weights_md(1)->data_type : data_type) && attr()->has_default_values() && dense_gemm_consitency_check(src_md(), diff_weights_md(), diff_dst_md()); return ok ? status::success : status::unimplemented; } }; gemm_inner_product_bwd_weights_t(const pd_t *apd): cpu_primitive_t(apd) {} typedef typename prec_traits::type data_t; virtual status_t execute(const exec_ctx_t &ctx) const override { execute_backward_weights(ctx); return status::success; } private: void execute_backward_weights(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