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Diffstat (limited to 'thirdparty/oidn/mkl-dnn/src/common/convolution_pd.hpp')
-rw-r--r-- | thirdparty/oidn/mkl-dnn/src/common/convolution_pd.hpp | 348 |
1 files changed, 0 insertions, 348 deletions
diff --git a/thirdparty/oidn/mkl-dnn/src/common/convolution_pd.hpp b/thirdparty/oidn/mkl-dnn/src/common/convolution_pd.hpp deleted file mode 100644 index b10c36db49..0000000000 --- a/thirdparty/oidn/mkl-dnn/src/common/convolution_pd.hpp +++ /dev/null @@ -1,348 +0,0 @@ -/******************************************************************************* -* 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 CONVOLUTION_PD_HPP -#define CONVOLUTION_PD_HPP - -#include "mkldnn.h" - -#include "c_types_map.hpp" -#include "primitive_desc.hpp" -#include "utils.hpp" - -namespace mkldnn { -namespace impl { - -status_t conv_desc_init(convolution_desc_t *conv_desc, - prop_kind_t prop_kind, alg_kind_t alg_kind, - const memory_desc_t *src_desc, const memory_desc_t *weights_desc, - const memory_desc_t *bias_desc, const memory_desc_t *dst_desc, - const dims_t strides, const dims_t dilates, - const dims_t padding_l, const dims_t padding_r, - padding_kind_t padding_kind); - -memory_desc_t *conv_prop_invariant_src_d(convolution_desc_t *desc); -memory_desc_t *conv_prop_invariant_wei_d(convolution_desc_t *desc); -memory_desc_t *conv_prop_invariant_bia_d(convolution_desc_t *desc); -memory_desc_t *conv_prop_invariant_dst_d(convolution_desc_t *desc); -const memory_desc_t *conv_prop_invariant_src_d(const convolution_desc_t *desc); -const memory_desc_t *conv_prop_invariant_wei_d(const convolution_desc_t *desc); -const memory_desc_t *conv_prop_invariant_bia_d(const convolution_desc_t *desc); -const memory_desc_t *conv_prop_invariant_dst_d(const convolution_desc_t *desc); - -struct convolution_fwd_pd_t; - -struct convolution_pd_t: public primitive_desc_t { - static constexpr auto base_pkind = primitive_kind::convolution; - - convolution_pd_t(engine_t *engine, - const convolution_desc_t *adesc, - const primitive_attr_t *attr, - const convolution_fwd_pd_t *hint_fwd_pd) - : primitive_desc_t(engine, attr, base_pkind) - , desc_(*adesc) - , hint_fwd_pd_(hint_fwd_pd) - {} - - const convolution_desc_t *desc() const { return &desc_; } - virtual const op_desc_t *op_desc() const override - { return reinterpret_cast<const op_desc_t *>(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 pkind_traits<base_pkind>::query_d: - *(const convolution_desc_t**)result = desc(); break; - default: return primitive_desc_t::query(what, idx, result); - } - return status::success; - } - - /* common conv aux functions */ - - dim_t MB() const { return _src_md()->dims[0]; } - - dim_t IC() const { return _src_md()->dims[1]; } - dim_t OC() const { return _dst_md()->dims[1]; } - dim_t G() const { return with_groups() ? _wei_md()->dims[0] : 1; } - - dim_t ID() const { return ndims() >= 5 ? _src_md()->dims[ndims() - 3] : 1; } - dim_t IH() const { return ndims() >= 4 ? _src_md()->dims[ndims() - 2] : 1; } - dim_t IW() const { return _src_md()->dims[ndims() - 1]; } - - dim_t OD() const { return ndims() >= 5 ? _dst_md()->dims[ndims() - 3] : 1; } - dim_t OH() const { return ndims() >= 4 ? _dst_md()->dims[ndims() - 2] : 1; } - dim_t OW() const { return _dst_md()->dims[ndims() - 1]; } - - dim_t KD() const { return ndims() >= 5 ? _wei_md()->dims[ndims() + with_groups() - 3] : 1; } - dim_t KH() const { return ndims() >= 4 ? _wei_md()->dims[ndims() + with_groups() - 2] : 1; } - dim_t KW() const { return _wei_md()->dims[ndims() + with_groups() - 1]; } - - dim_t KSD() const { return ndims() >= 5 ? desc_.strides[ndims() - 5] : 1; } - dim_t KSH() const { return ndims() >= 4 ? desc_.strides[ndims() - 4] : 1; } - dim_t KSW() const { return desc_.strides[ndims() - 3]; } - - dim_t KDD() const { return ndims() >= 5 ? desc_.dilates[ndims() - 5] : 0; } - dim_t KDH() const { return ndims() >= 4 ? desc_.dilates[ndims() - 4] : 1; } - dim_t KDW() const { return desc_.dilates[ndims() - 3]; } - - dim_t padFront() const { return ndims() >= 5 ? desc_.padding[0][ndims() - 5] : 0; } - dim_t padBack() const { return ndims() >= 5 ? desc_.padding[1][ndims() - 5] : 0; } - dim_t padT() const { return ndims() >= 4 ? desc_.padding[0][ndims() - 4] : 0; } - dim_t padB() const { return ndims() >= 4 ? desc_.padding[1][ndims() - 4] : 0; } - dim_t padL() const { return desc_.padding[0][ndims() - 3]; } - dim_t padR() const { return desc_.padding[1][ndims() - 3]; } - - int ndims() const { return _src_md()->ndims; } - - bool with_bias() const { return !memory_desc_wrapper(*_bia_md()).is_zero(); } - bool with_groups() const { return _wei_md()->ndims == ndims() + 1; } - - bool is_fwd() const { - return utils::one_of(desc_.prop_kind, prop_kind::forward_training, - prop_kind::forward_inference); - } - - bool has_zero_dim_memory() const { - const auto s_d = memory_desc_wrapper(*_src_md()); - const auto d_d = memory_desc_wrapper(*_dst_md()); - return s_d.has_zero_dim() || d_d.has_zero_dim(); - } - -protected: - convolution_desc_t desc_; - const convolution_fwd_pd_t *hint_fwd_pd_; - - bool set_default_formats_common_template( - memory_desc_t &src_md, format_tag_t src_tag, - memory_desc_t &wei_md, format_tag_t wei_tag, - memory_desc_t &dst_md, format_tag_t dst_tag, - memory_desc_t &bia_md) { - using namespace format_tag; - -# define IS_OK(f) \ - do { if ((f) != status::success) return false; } while(0) - if (src_md.format_kind == format_kind::any - && !utils::one_of(src_tag, any, undef)) - IS_OK(memory_desc_init_by_tag(src_md, src_tag)); - if (dst_md.format_kind == format_kind::any - && !utils::one_of(dst_tag, any, undef)) - IS_OK(memory_desc_init_by_tag(dst_md, dst_tag)); - if (wei_md.format_kind == format_kind::any - && !utils::one_of(wei_tag, any, undef)) - IS_OK(memory_desc_init_by_tag(wei_md, wei_tag)); - if (with_bias() && bia_md.format_kind == format_kind::any) - IS_OK(memory_desc_init_by_tag(bia_md, x)); -# undef IS_OK - - return true; - } - - bool set_default_alg_kind(alg_kind_t alg_kind) { - assert(utils::one_of(alg_kind, alg_kind::convolution_direct, - alg_kind::convolution_winograd)); - if (desc_.alg_kind == alg_kind::convolution_auto) - desc_.alg_kind = alg_kind; - return desc_.alg_kind == alg_kind; - } - - bool expect_data_types(data_type_t src_dt, data_type_t wei_dt, - data_type_t bia_dt, data_type_t dst_dt, data_type_t acc_dt) const { - bool ok = true - && (src_dt == data_type::undef || _src_md()->data_type == src_dt) - && (wei_dt == data_type::undef || _wei_md()->data_type == wei_dt) - && (dst_dt == data_type::undef || _dst_md()->data_type == dst_dt) - && (acc_dt == data_type::undef || desc_.accum_data_type == acc_dt); - if (with_bias() && bia_dt != data_type::undef) - ok = ok && _bia_md()->data_type == bia_dt; - return ok; - } - -private: - const memory_desc_t *_src_md() const { return conv_prop_invariant_src_d(&desc_); } - const memory_desc_t *_wei_md() const { return conv_prop_invariant_wei_d(&desc_); } - const memory_desc_t *_bia_md() const { return conv_prop_invariant_bia_d(&desc_); } - const memory_desc_t *_dst_md() const { return conv_prop_invariant_dst_d(&desc_); } -}; - -struct convolution_fwd_pd_t: public convolution_pd_t { - typedef convolution_fwd_pd_t base_class; - typedef convolution_fwd_pd_t hint_class; - - convolution_fwd_pd_t(engine_t *engine, - const convolution_desc_t *adesc, - const primitive_attr_t *attr, - const convolution_fwd_pd_t *hint_fwd_pd) - : convolution_pd_t(engine, adesc, attr, hint_fwd_pd) - , src_md_(desc_.src_desc) - , weights_md_(desc_.weights_desc) - , bias_md_(desc_.bias_desc) - , dst_md_(desc_.dst_desc) - {} - - virtual arg_usage_t arg_usage(primitive_arg_index_t arg) const override { - if (utils::one_of(arg, MKLDNN_ARG_SRC, MKLDNN_ARG_WEIGHTS)) - return arg_usage_t::input; - - if (arg == MKLDNN_ARG_BIAS && with_bias()) - return arg_usage_t::input; - - if (arg == MKLDNN_ARG_DST) - 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 ? &src_md_ : nullptr; } - virtual const memory_desc_t *dst_md(int index = 0) const override - { return index == 0 ? &dst_md_ : nullptr; } - virtual const memory_desc_t *weights_md(int index = 0) const override { - if (index == 0) return &weights_md_; - if (index == 1 && with_bias()) return &bias_md_; - return nullptr; - } - - virtual int n_inputs() const override { return 2 + with_bias(); } - virtual int n_outputs() const override { return 1; } - -protected: - memory_desc_t src_md_; - memory_desc_t weights_md_; - memory_desc_t bias_md_; - memory_desc_t dst_md_; - - bool set_default_formats_common(format_tag_t src_tag, - format_tag_t wei_tag, format_tag_t dst_tag) { - return set_default_formats_common_template(src_md_, src_tag, - weights_md_, wei_tag, dst_md_, dst_tag, bias_md_); - } -}; - -struct convolution_bwd_data_pd_t: public convolution_pd_t { - typedef convolution_bwd_data_pd_t base_class; - typedef convolution_fwd_pd_t hint_class; - - convolution_bwd_data_pd_t(engine_t *engine, - const convolution_desc_t *adesc, - const primitive_attr_t *attr, - const convolution_fwd_pd_t *hint_fwd_pd) - : convolution_pd_t(engine, adesc, attr, hint_fwd_pd) - , diff_src_md_(desc_.diff_src_desc) - , weights_md_(desc_.weights_desc) - , bias_md_(desc_.bias_desc) - , diff_dst_md_(desc_.diff_dst_desc) - {} - - virtual arg_usage_t arg_usage(primitive_arg_index_t arg) const override { - if (utils::one_of(arg, MKLDNN_ARG_WEIGHTS, MKLDNN_ARG_DIFF_DST)) - return arg_usage_t::input; - - if (arg == MKLDNN_ARG_DIFF_SRC) - return arg_usage_t::output; - - return primitive_desc_t::arg_usage(arg); - } - - virtual const memory_desc_t *diff_src_md(int index = 0) const override - { return index == 0 ? &diff_src_md_ : nullptr; } - virtual const memory_desc_t *diff_dst_md(int index = 0) const override - { return index == 0 ? &diff_dst_md_ : nullptr; } - virtual const memory_desc_t *weights_md(int index = 0) const override { - if (index == 0) return &weights_md_; - if (index == 1 && with_bias()) return &bias_md_; - return nullptr; - } - - virtual int n_inputs() const override { return 2 + with_bias(); } - virtual int n_outputs() const override { return 1; } - - virtual bool support_bias() const { return false; } - -protected: - memory_desc_t diff_src_md_; - memory_desc_t weights_md_; - memory_desc_t bias_md_; - memory_desc_t diff_dst_md_; - - bool set_default_formats_common(format_tag_t diff_src_tag, - format_tag_t wei_tag, format_tag_t diff_dst_tag) { - return set_default_formats_common_template(diff_src_md_, diff_src_tag, - weights_md_, wei_tag, diff_dst_md_, diff_dst_tag, bias_md_); - } -}; - -struct convolution_bwd_weights_pd_t: public convolution_pd_t { - typedef convolution_bwd_weights_pd_t base_class; - typedef convolution_fwd_pd_t hint_class; - - convolution_bwd_weights_pd_t(engine_t *engine, - const convolution_desc_t *adesc, - const primitive_attr_t *attr, - const convolution_fwd_pd_t *hint_fwd_pd) - : convolution_pd_t(engine, adesc, attr, hint_fwd_pd) - , src_md_(desc_.src_desc) - , diff_weights_md_(desc_.diff_weights_desc) - , diff_bias_md_(desc_.diff_bias_desc) - , diff_dst_md_(desc_.diff_dst_desc) - {} - - virtual arg_usage_t arg_usage(primitive_arg_index_t arg) const override { - if (utils::one_of(arg, MKLDNN_ARG_SRC, MKLDNN_ARG_DIFF_DST)) - return arg_usage_t::input; - - if (arg == MKLDNN_ARG_DIFF_WEIGHTS) - return arg_usage_t::output; - - if (arg == MKLDNN_ARG_DIFF_BIAS && with_bias()) - 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 ? &src_md_ : nullptr; } - virtual const memory_desc_t *diff_dst_md(int index = 0) const override - { return index == 0 ? &diff_dst_md_ : nullptr; } - virtual const memory_desc_t *diff_weights_md(int index = 0) const override { - if (index == 0) return &diff_weights_md_; - if (index == 1 && with_bias()) return &diff_bias_md_; - return nullptr; - } - - virtual int n_inputs() const override { return 2; } - virtual int n_outputs() const override { return 1 + with_bias(); } - -protected: - memory_desc_t src_md_; - memory_desc_t diff_weights_md_; - memory_desc_t diff_bias_md_; - memory_desc_t diff_dst_md_; - - bool set_default_formats_common(format_tag_t src_tag, - format_tag_t diff_wei_tag, format_tag_t diff_dst_tag) { - return set_default_formats_common_template(src_md_, src_tag, - diff_weights_md_, diff_wei_tag, diff_dst_md_, diff_dst_tag, - diff_bias_md_); - } -}; - -} -} - -#endif - -// vim: et ts=4 sw=4 cindent cino^=l0,\:0,N-s |