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author | Juan Linietsky <reduzio@gmail.com> | 2020-05-01 09:34:23 -0300 |
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committer | Juan Linietsky <reduzio@gmail.com> | 2020-05-10 15:59:09 -0300 |
commit | 1bea8e1eacc68bcedbd3f207395bccf11011dae2 (patch) | |
tree | b75303a69491978c1e13360a3e6f355c5234dfe0 /thirdparty/oidn/mkl-dnn/src/cpu/ref_convolution.hpp | |
parent | 6a0473bcc23c096ef9ee929632a209761c2668f6 (diff) |
New lightmapper
-Added LocalVector (needed it)
-Added stb_rect_pack (It's pretty cool, we could probably use it for other stuff too)
-Fixes and changes all around the place
-Added library for 128 bits fixed point (required for Delaunay3D)
Diffstat (limited to 'thirdparty/oidn/mkl-dnn/src/cpu/ref_convolution.hpp')
-rw-r--r-- | thirdparty/oidn/mkl-dnn/src/cpu/ref_convolution.hpp | 194 |
1 files changed, 194 insertions, 0 deletions
diff --git a/thirdparty/oidn/mkl-dnn/src/cpu/ref_convolution.hpp b/thirdparty/oidn/mkl-dnn/src/cpu/ref_convolution.hpp new file mode 100644 index 0000000000..7c83d0c6d4 --- /dev/null +++ b/thirdparty/oidn/mkl-dnn/src/cpu/ref_convolution.hpp @@ -0,0 +1,194 @@ +/******************************************************************************* +* 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_CONVOLUTION_HPP +#define CPU_REF_CONVOLUTION_HPP + +#include <assert.h> + +#include "c_types_map.hpp" +#include "type_helpers.hpp" +#include "utils.hpp" + +#include "cpu_convolution_pd.hpp" +#include "cpu_primitive.hpp" + +namespace mkldnn { +namespace impl { +namespace cpu { + +template <impl::data_type_t src_type, + impl::data_type_t wei_type = src_type, + impl::data_type_t dst_type = src_type, + impl::data_type_t acc_type = dst_type> +struct ref_convolution_fwd_t: public cpu_primitive_t { + struct pd_t: public cpu_convolution_fwd_pd_t { + using cpu_convolution_fwd_pd_t::cpu_convolution_fwd_pd_t; + + DECLARE_COMMON_PD_T("ref:any", ref_convolution_fwd_t); + + status_t init() { + using namespace data_type; + + bool ok = true + && is_fwd() + && set_default_alg_kind(alg_kind::convolution_direct) + && expect_data_types(src_type, wei_type, data_type::undef, + dst_type, acc_type) + && IMPLICATION(with_bias(), true + && IMPLICATION(src_type == u8, + utils::one_of(bias_md_.data_type, f32, s32, s8, u8)) + && IMPLICATION(src_type == f32, + bias_md_.data_type == f32)) + && set_default_formats() + && attr()->has_default_values(); + return ok ? status::success : status::unimplemented; + } + + protected: + bool set_default_formats() { + using namespace format_tag; + auto dat_tag = utils::pick(ndims() - 3, ncw, nchw, ncdhw); + auto wei_tag = with_groups() + ? utils::pick(ndims() - 3, goiw, goihw, goidhw) + : utils::pick(ndims() - 3, oiw, oihw, oidhw); + return set_default_formats_common(dat_tag, wei_tag, dat_tag); + } + }; + + ref_convolution_fwd_t(const pd_t *apd): cpu_primitive_t(apd) {} + + typedef typename prec_traits<src_type>::type src_data_t; + typedef typename prec_traits<wei_type>::type wei_data_t; + typedef typename prec_traits<dst_type>::type dst_data_t; + typedef typename prec_traits<acc_type>::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 <impl::data_type_t diff_src_type, impl::data_type_t wei_type, + impl::data_type_t diff_dst_type, + impl::data_type_t acc_type = diff_src_type> +struct ref_convolution_bwd_data_t: public cpu_primitive_t { + struct pd_t: public cpu_convolution_bwd_data_pd_t { + using cpu_convolution_bwd_data_pd_t::cpu_convolution_bwd_data_pd_t; + + DECLARE_COMMON_PD_T("ref:any", ref_convolution_bwd_data_t); + + status_t init() { + bool ok = true + && desc()->prop_kind == prop_kind::backward_data + && set_default_alg_kind(alg_kind::convolution_direct) + && expect_data_types(diff_src_type, wei_type, data_type::undef, + diff_dst_type, acc_type) + && set_default_formats() + && attr()->has_default_values(); + + return ok ? status::success : status::unimplemented; + } + + virtual bool support_bias() const override { return true; } + + protected: + bool set_default_formats() { + using namespace format_tag; + auto dat_tag = utils::pick(ndims() - 3, ncw, nchw, ncdhw); + auto wei_tag = with_groups() + ? utils::pick(ndims() - 3, goiw, goihw, goidhw) + : utils::pick(ndims() - 3, oiw, oihw, oidhw); + return set_default_formats_common(dat_tag, wei_tag, dat_tag); + } + }; + + ref_convolution_bwd_data_t(const pd_t *apd): cpu_primitive_t(apd) {} + + typedef typename prec_traits<diff_src_type>::type diff_src_data_t; + typedef typename prec_traits<wei_type>::type wei_data_t; + typedef typename prec_traits<diff_dst_type>::type diff_dst_data_t; + typedef typename prec_traits<acc_type>::type acc_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 <impl::data_type_t src_type, impl::data_type_t diff_wei_type, + impl::data_type_t diff_dst_type, + impl::data_type_t acc_type = diff_wei_type> +struct ref_convolution_bwd_weights_t: public cpu_primitive_t { + struct pd_t: public cpu_convolution_bwd_weights_pd_t { + using cpu_convolution_bwd_weights_pd_t::cpu_convolution_bwd_weights_pd_t; + + DECLARE_COMMON_PD_T("ref:any", ref_convolution_bwd_weights_t); + + status_t init() { + bool ok = true + && desc()->prop_kind == prop_kind::backward_weights + && set_default_alg_kind(alg_kind::convolution_direct) + && expect_data_types(src_type, diff_wei_type, diff_wei_type, + diff_dst_type, acc_type) + && set_default_formats() + && attr()->has_default_values(); + return ok ? status::success : status::unimplemented; + } + + protected: + bool set_default_formats() { + using namespace format_tag; + auto dat_tag = utils::pick(ndims() - 3, ncw, nchw, ncdhw); + auto wei_tag = with_groups() + ? utils::pick(ndims() - 3, goiw, goihw, goidhw) + : utils::pick(ndims() - 3, oiw, oihw, oidhw); + return set_default_formats_common(dat_tag, wei_tag, dat_tag); + } + }; + + ref_convolution_bwd_weights_t(const pd_t *apd): cpu_primitive_t(apd) {} + + typedef typename prec_traits<src_type>::type src_data_t; + typedef typename prec_traits<diff_wei_type>::type diff_wei_data_t; + typedef typename prec_traits<diff_dst_type>::type diff_dst_data_t; + typedef typename prec_traits<acc_type>::type acc_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 |