mkldnn.h

Go to the documentation of this file.

/*******************************************************************************
* 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 MKLDNN_H
#define MKLDNN_H

#ifndef DOXYGEN_SHOULD_SKIP_THIS

/* All symbols shall be internal unless marked as MKLDNN_API */
#if defined _WIN32 || defined __CYGWIN__
#   define MKLDNN_HELPER_DLL_IMPORT __declspec(dllimport)
#   define MKLDNN_HELPER_DLL_EXPORT __declspec(dllexport)
#else
#   if __GNUC__ >= 4
#       define MKLDNN_HELPER_DLL_IMPORT __attribute__ ((visibility ("default")))
#       define MKLDNN_HELPER_DLL_EXPORT __attribute__ ((visibility ("default")))
#   else
#       define MKLDNN_HELPER_DLL_IMPORT
#       define MKLDNN_HELPER_DLL_EXPORT
#   endif
#endif

#ifdef MKLDNN_DLL
#   ifdef MKLDNN_DLL_EXPORTS
#       define MKLDNN_API MKLDNN_HELPER_DLL_EXPORT
#   else
#       define MKLDNN_API MKLDNN_HELPER_DLL_IMPORT
#   endif
#else
#   define MKLDNN_API
#endif

#if defined (__GNUC__)
#   define MKLDNN_DEPRECATED __attribute__((deprecated))
#elif defined(_MSC_VER)
#   define MKLDNN_DEPRECATED __declspec(deprecated)
#else
#   define MKLDNN_DEPRECATED
#endif

#include "mkldnn_types.h"
#endif /* DOXYGEN_SHOULD_SKIP_THIS */

#ifdef __cplusplus
extern "C" {
#endif

mkldnn_status_t MKLDNN_API mkldnn_primitive_desc_iterator_create(
        mkldnn_primitive_desc_iterator_t *iterator,
        const_mkldnn_op_desc_t op_desc, mkldnn_engine_t engine,
        const_mkldnn_primitive_desc_t hint_forward_primitive_desc);

mkldnn_status_t MKLDNN_API mkldnn_primitive_desc_iterator_create_v2(
        mkldnn_primitive_desc_iterator_t *iterator,
        const_mkldnn_op_desc_t op_desc, const_mkldnn_primitive_attr_t attr,
        mkldnn_engine_t engine,
        const_mkldnn_primitive_desc_t hint_forward_primitive_desc);

mkldnn_status_t MKLDNN_API mkldnn_primitive_desc_iterator_next(
        mkldnn_primitive_desc_iterator_t iterator);

mkldnn_primitive_desc_t MKLDNN_API mkldnn_primitive_desc_iterator_fetch(
        const_mkldnn_primitive_desc_iterator_t iterator);

mkldnn_status_t MKLDNN_API mkldnn_primitive_desc_iterator_destroy(
        mkldnn_primitive_desc_iterator_t iterator);

mkldnn_status_t MKLDNN_API mkldnn_primitive_desc_create(
        mkldnn_primitive_desc_t *primitive_desc,
        const_mkldnn_op_desc_t op_desc, mkldnn_engine_t engine,
        const_mkldnn_primitive_desc_t hint_forward_primitive_desc);

mkldnn_status_t MKLDNN_API mkldnn_primitive_desc_create_v2(
        mkldnn_primitive_desc_t *primitive_desc,
        const_mkldnn_op_desc_t op_desc, const_mkldnn_primitive_attr_t attr,
        mkldnn_engine_t engine,
        const_mkldnn_primitive_desc_t hint_forward_primitive_desc);

mkldnn_status_t MKLDNN_API mkldnn_primitive_desc_clone(
        mkldnn_primitive_desc_t *primitive_desc,
        const_mkldnn_primitive_desc_t existing_primitive_desc);

mkldnn_status_t MKLDNN_API mkldnn_primitive_desc_get_attr(
        const_mkldnn_primitive_desc_t primitive_desc,
        const_mkldnn_primitive_attr_t *attr);

mkldnn_status_t MKLDNN_API mkldnn_primitive_desc_destroy(
        mkldnn_primitive_desc_t primitive_desc);

mkldnn_status_t MKLDNN_API mkldnn_primitive_desc_query(
        const_mkldnn_primitive_desc_t primitive_desc, mkldnn_query_t what,
        int index, void *result);

const mkldnn_memory_desc_t MKLDNN_API *mkldnn_primitive_desc_query_memory_d(
        const_mkldnn_primitive_desc_t primitive_desc);

const_mkldnn_primitive_desc_t MKLDNN_API mkldnn_primitive_desc_query_pd(
        const_mkldnn_primitive_desc_t primitive_desc, mkldnn_query_t what,
        int index);

int MKLDNN_API mkldnn_primitive_desc_query_s32(
        const_mkldnn_primitive_desc_t primitive_desc, mkldnn_query_t what,
        int index);

mkldnn_status_t MKLDNN_API mkldnn_primitive_create(
        mkldnn_primitive_t *primitive,
        const_mkldnn_primitive_desc_t primitive_desc,
        const mkldnn_primitive_at_t *inputs,
        const_mkldnn_primitive_t *outputs);

mkldnn_status_t MKLDNN_API mkldnn_primitive_get_primitive_desc(
        const_mkldnn_primitive_t primitive,
        const_mkldnn_primitive_desc_t *primitive_desc);

mkldnn_status_t MKLDNN_API mkldnn_primitive_get_input_at(
        const_mkldnn_primitive_t primitive, size_t index,
        mkldnn_primitive_at_t *input);

mkldnn_status_t MKLDNN_API mkldnn_primitive_get_output(
        const_mkldnn_primitive_t primitive, size_t index,
        const_mkldnn_primitive_t *output);

mkldnn_status_t MKLDNN_API mkldnn_primitive_destroy(
        mkldnn_primitive_t primitive);

mkldnn_primitive_at_t MKLDNN_API mkldnn_primitive_at(
        const_mkldnn_primitive_t primitive, size_t output_index);

mkldnn_status_t MKLDNN_API mkldnn_primitive_attr_create(
        mkldnn_primitive_attr_t *attr);

mkldnn_status_t MKLDNN_API mkldnn_primitive_attr_clone(
        mkldnn_primitive_attr_t *attr,
        const_mkldnn_primitive_attr_t existing_attr);

mkldnn_status_t MKLDNN_API mkldnn_primitive_attr_destroy(
        mkldnn_primitive_attr_t attr);

mkldnn_status_t MKLDNN_API mkldnn_primitive_attr_get_int_output_round_mode(
        const_mkldnn_primitive_attr_t attr, mkldnn_round_mode_t *round_mode);

mkldnn_status_t MKLDNN_API mkldnn_primitive_attr_set_int_output_round_mode(
        mkldnn_primitive_attr_t attr, mkldnn_round_mode_t round_mode);

mkldnn_status_t MKLDNN_API mkldnn_primitive_attr_get_output_scales(
        const_mkldnn_primitive_attr_t attr, int *count, int *mask,
        const float **scales);

mkldnn_status_t MKLDNN_API mkldnn_primitive_attr_set_output_scales(
        mkldnn_primitive_attr_t attr, int count, int mask,
        const float *scales);

mkldnn_status_t MKLDNN_API mkldnn_primitive_attr_get_post_ops(
        const_mkldnn_primitive_attr_t attr, const_mkldnn_post_ops_t *post_ops);

mkldnn_status_t MKLDNN_API mkldnn_primitive_attr_set_post_ops(
        mkldnn_primitive_attr_t attr, const_mkldnn_post_ops_t post_ops);

mkldnn_status_t MKLDNN_API mkldnn_post_ops_create(mkldnn_post_ops_t *post_ops);

mkldnn_status_t MKLDNN_API mkldnn_post_ops_destroy(mkldnn_post_ops_t post_ops);

int MKLDNN_API mkldnn_post_ops_len(const_mkldnn_post_ops_t post_ops);

mkldnn_primitive_kind_t MKLDNN_API mkldnn_post_ops_get_kind(
        const_mkldnn_post_ops_t post_ops, int index);

mkldnn_status_t MKLDNN_API mkldnn_post_ops_append_sum(
        mkldnn_post_ops_t post_ops, float scale);

mkldnn_status_t MKLDNN_API mkldnn_post_ops_get_params_sum(
        const_mkldnn_post_ops_t post_ops, int index, float *scale);

mkldnn_status_t MKLDNN_API mkldnn_post_ops_append_eltwise(
        mkldnn_post_ops_t post_ops, float scale, mkldnn_alg_kind_t alg,
        float alpha, float beta);

mkldnn_status_t MKLDNN_API mkldnn_post_ops_get_params_eltwise(
        const_mkldnn_post_ops_t post_ops, int index, float *scale,
        mkldnn_alg_kind_t *alg, float *alpha, float *beta);

mkldnn_status_t MKLDNN_API mkldnn_memory_desc_init(
        mkldnn_memory_desc_t *memory_desc, int ndims, const mkldnn_dims_t dims,
        mkldnn_data_type_t data_type, mkldnn_memory_format_t format);

mkldnn_status_t MKLDNN_API mkldnn_memory_primitive_desc_create(
        mkldnn_primitive_desc_t *memory_primitive_desc,
        const mkldnn_memory_desc_t *memory_desc, mkldnn_engine_t engine);

mkldnn_status_t MKLDNN_API mkldnn_view_primitive_desc_create(
        mkldnn_primitive_desc_t *view_primitive_desc,
        const_mkldnn_primitive_desc_t memory_primitive_desc,
        const mkldnn_dims_t dims, const mkldnn_dims_t offsets);

int MKLDNN_API mkldnn_memory_primitive_desc_equal(
        const_mkldnn_primitive_desc_t lhs,
        const_mkldnn_primitive_desc_t rhs);

/* XXX: view? */
size_t MKLDNN_API mkldnn_memory_primitive_desc_get_size(
        const_mkldnn_primitive_desc_t memory_primitive_desc);

/* XXX: view? */
mkldnn_status_t MKLDNN_API mkldnn_memory_get_data_handle(
        const_mkldnn_primitive_t memory, void **handle);

mkldnn_status_t MKLDNN_API mkldnn_memory_set_data_handle(
        mkldnn_primitive_t memory, void *handle);

mkldnn_status_t MKLDNN_API mkldnn_reorder_primitive_desc_create(
        mkldnn_primitive_desc_t *reorder_primitive_desc,
        const_mkldnn_primitive_desc_t input,
        const_mkldnn_primitive_desc_t output);

mkldnn_status_t MKLDNN_API mkldnn_reorder_primitive_desc_create_v2(
        mkldnn_primitive_desc_t *reorder_primitive_desc,
        const_mkldnn_primitive_desc_t input,
        const_mkldnn_primitive_desc_t output,
        const_mkldnn_primitive_attr_t attr);

mkldnn_status_t MKLDNN_API mkldnn_concat_primitive_desc_create(
        mkldnn_primitive_desc_t *concat_primitive_desc,
        const mkldnn_memory_desc_t *output_desc, int n, int concat_dimension,
        const_mkldnn_primitive_desc_t *input_pds);

#if 0

mkldnn_status_t MKLDNN_API mkldnn_concat_inplace_by_input_primitive_desc_create(
        mkldnn_primitive_desc_t *concat_primitive_desc,
        int n, int concat_dimension, const_mkldnn_primitive_desc_t *inputs);

mkldnn_status_t MKLDNN_API mkldnn_concat_inplace_by_output_primitive_desc_create(
        mkldnn_primitive_desc_t *concat_primitive_desc,
        const mkldnn_primitive_desc_t output, int n, int concat_dimension,
        int *sizes);
#endif

mkldnn_status_t MKLDNN_API mkldnn_sum_primitive_desc_create(
        mkldnn_primitive_desc_t *sum_primitive_desc,
        const mkldnn_memory_desc_t *output_desc, int n, const float *scales,
        const_mkldnn_primitive_desc_t *input_pds);

mkldnn_status_t MKLDNN_API mkldnn_convolution_forward_desc_init(
        mkldnn_convolution_desc_t *conv_desc, mkldnn_prop_kind_t prop_kind,
        mkldnn_alg_kind_t alg_kind, const mkldnn_memory_desc_t *src_desc,
        const mkldnn_memory_desc_t *weights_desc,
        const mkldnn_memory_desc_t *bias_desc,
        const mkldnn_memory_desc_t *dst_desc, const mkldnn_dims_t strides,
        const mkldnn_dims_t padding_l, const mkldnn_dims_t padding_r,
        mkldnn_padding_kind_t padding_kind);

mkldnn_status_t MKLDNN_API mkldnn_dilated_convolution_forward_desc_init(
        mkldnn_convolution_desc_t *conv_desc, mkldnn_prop_kind_t prop_kind,
        mkldnn_alg_kind_t alg_kind, const mkldnn_memory_desc_t *src_desc,
        const mkldnn_memory_desc_t *weights_desc,
        const mkldnn_memory_desc_t *bias_desc,
        const mkldnn_memory_desc_t *dst_desc, const mkldnn_dims_t strides,
        const mkldnn_dims_t dilates, const mkldnn_dims_t padding_l,
        const mkldnn_dims_t padding_r, mkldnn_padding_kind_t padding_kind);

mkldnn_status_t MKLDNN_API mkldnn_convolution_backward_data_desc_init(
        mkldnn_convolution_desc_t *conv_desc, mkldnn_alg_kind_t alg_kind,
        const mkldnn_memory_desc_t *diff_src_desc,
        const mkldnn_memory_desc_t *weights_desc,
        const mkldnn_memory_desc_t *diff_dst_desc, const mkldnn_dims_t strides,
        const mkldnn_dims_t padding_l, const mkldnn_dims_t padding_r,
        mkldnn_padding_kind_t padding_kind);

mkldnn_status_t MKLDNN_API mkldnn_dilated_convolution_backward_data_desc_init(
        mkldnn_convolution_desc_t *conv_desc, mkldnn_alg_kind_t alg_kind,
        const mkldnn_memory_desc_t *diff_src_desc,
        const mkldnn_memory_desc_t *weights_desc,
        const mkldnn_memory_desc_t *diff_dst_desc, const mkldnn_dims_t strides,
        const mkldnn_dims_t dilates, const mkldnn_dims_t padding_l,
        const mkldnn_dims_t padding_r, mkldnn_padding_kind_t padding_kind);

mkldnn_status_t MKLDNN_API mkldnn_convolution_backward_weights_desc_init(
        mkldnn_convolution_desc_t *conv_desc, mkldnn_alg_kind_t alg_kind,
        const mkldnn_memory_desc_t *src_desc,
        const mkldnn_memory_desc_t *diff_weights_desc,
        const mkldnn_memory_desc_t *diff_bias_desc,
        const mkldnn_memory_desc_t *diff_dst_desc, const mkldnn_dims_t strides,
        const mkldnn_dims_t padding_l, const mkldnn_dims_t padding_r,
        mkldnn_padding_kind_t padding_kind);

mkldnn_status_t MKLDNN_API
mkldnn_dilated_convolution_backward_weights_desc_init(
        mkldnn_convolution_desc_t *conv_desc, mkldnn_alg_kind_t alg_kind,
        const mkldnn_memory_desc_t *src_desc,
        const mkldnn_memory_desc_t *diff_weights_desc,
        const mkldnn_memory_desc_t *diff_bias_desc,
        const mkldnn_memory_desc_t *diff_dst_desc, const mkldnn_dims_t strides,
        const mkldnn_dims_t dilates, const mkldnn_dims_t padding_l,
        const mkldnn_dims_t padding_r, mkldnn_padding_kind_t padding_kind);

mkldnn_status_t MKLDNN_API mkldnn_deconvolution_forward_desc_init(
        mkldnn_deconvolution_desc_t *conv_desc, mkldnn_prop_kind_t prop_kind,
        mkldnn_alg_kind_t alg_kind, const mkldnn_memory_desc_t *src_desc,
        const mkldnn_memory_desc_t *weights_desc,
        const mkldnn_memory_desc_t *bias_desc,
        const mkldnn_memory_desc_t *dst_desc, const mkldnn_dims_t strides,
        const mkldnn_dims_t padding_l, const mkldnn_dims_t padding_r,
        mkldnn_padding_kind_t padding_kind);

mkldnn_status_t MKLDNN_API mkldnn_dilated_deconvolution_forward_desc_init(
        mkldnn_deconvolution_desc_t *conv_desc, mkldnn_prop_kind_t prop_kind,
        mkldnn_alg_kind_t alg_kind, const mkldnn_memory_desc_t *src_desc,
        const mkldnn_memory_desc_t *weights_desc,
        const mkldnn_memory_desc_t *bias_desc,
        const mkldnn_memory_desc_t *dst_desc, const mkldnn_dims_t strides,
        const mkldnn_dims_t dilates, const mkldnn_dims_t padding_l,
        const mkldnn_dims_t padding_r, mkldnn_padding_kind_t padding_kind);

mkldnn_status_t MKLDNN_API mkldnn_deconvolution_backward_data_desc_init(
        mkldnn_deconvolution_desc_t *conv_desc, mkldnn_alg_kind_t alg_kind,
        const mkldnn_memory_desc_t *diff_src_desc,
        const mkldnn_memory_desc_t *weights_desc,
        const mkldnn_memory_desc_t *diff_dst_desc, const mkldnn_dims_t strides,
        const mkldnn_dims_t padding_l, const mkldnn_dims_t padding_r,
        mkldnn_padding_kind_t padding_kind);

mkldnn_status_t MKLDNN_API mkldnn_dilated_deconvolution_backward_data_desc_init(
        mkldnn_deconvolution_desc_t *conv_desc, mkldnn_alg_kind_t alg_kind,
        const mkldnn_memory_desc_t *diff_src_desc,
        const mkldnn_memory_desc_t *weights_desc,
        const mkldnn_memory_desc_t *diff_dst_desc, const mkldnn_dims_t strides,
        const mkldnn_dims_t dilates, const mkldnn_dims_t padding_l,
        const mkldnn_dims_t padding_r, mkldnn_padding_kind_t padding_kind);

mkldnn_status_t MKLDNN_API mkldnn_deconvolution_backward_weights_desc_init(
        mkldnn_deconvolution_desc_t *conv_desc, mkldnn_alg_kind_t alg_kind,
        const mkldnn_memory_desc_t *src_desc,
        const mkldnn_memory_desc_t *diff_weights_desc,
        const mkldnn_memory_desc_t *diff_bias_desc,
        const mkldnn_memory_desc_t *diff_dst_desc, const mkldnn_dims_t strides,
        const mkldnn_dims_t padding_l, const mkldnn_dims_t padding_r,
        mkldnn_padding_kind_t padding_kind);

mkldnn_status_t MKLDNN_API mkldnn_dilated_deconvolution_backward_weights_desc_init(
        mkldnn_deconvolution_desc_t *conv_desc, mkldnn_alg_kind_t alg_kind,
        const mkldnn_memory_desc_t *src_desc,
        const mkldnn_memory_desc_t *diff_weights_desc,
        const mkldnn_memory_desc_t *diff_bias_desc,
        const mkldnn_memory_desc_t *diff_dst_desc, const mkldnn_dims_t strides,
        const mkldnn_dims_t dilates, const mkldnn_dims_t padding_l,
        const mkldnn_dims_t padding_r, mkldnn_padding_kind_t padding_kind);

mkldnn_status_t MKLDNN_API mkldnn_shuffle_forward_desc_init(
        mkldnn_shuffle_desc_t *shuffle_desc, mkldnn_prop_kind_t prop_kind,
        const mkldnn_memory_desc_t *data_desc, int axis, int group_size);

mkldnn_status_t MKLDNN_API mkldnn_shuffle_backward_desc_init(
        mkldnn_shuffle_desc_t *shuffle_desc,
        const mkldnn_memory_desc_t *diff_data_desc, int axis, int group_size);

mkldnn_status_t MKLDNN_API mkldnn_eltwise_forward_desc_init(
        mkldnn_eltwise_desc_t *eltwise_desc, mkldnn_prop_kind_t prop_kind,
        mkldnn_alg_kind_t alg_kind, const mkldnn_memory_desc_t *data_desc,
        float alpha, float beta);

mkldnn_status_t MKLDNN_API mkldnn_eltwise_backward_desc_init(
        mkldnn_eltwise_desc_t *eltwise_desc, mkldnn_alg_kind_t alg_kind,
        const mkldnn_memory_desc_t *diff_data_desc,
        const mkldnn_memory_desc_t *data_desc, float alpha, float beta);

mkldnn_status_t MKLDNN_API mkldnn_softmax_forward_desc_init(
        mkldnn_softmax_desc_t *softmax_desc, mkldnn_prop_kind_t prop_kind,
        const mkldnn_memory_desc_t *data_desc, int softmax_axis);

mkldnn_status_t MKLDNN_API mkldnn_softmax_backward_desc_init(
        mkldnn_softmax_desc_t *softmax_desc,
        const mkldnn_memory_desc_t *diff_desc,
        const mkldnn_memory_desc_t *data_desc, int softmax_axis);

mkldnn_status_t MKLDNN_API mkldnn_pooling_forward_desc_init(
        mkldnn_pooling_desc_t *pool_desc, mkldnn_prop_kind_t prop_kind,
        mkldnn_alg_kind_t alg_kind, const mkldnn_memory_desc_t *src_desc,
        const mkldnn_memory_desc_t *dst_desc, const mkldnn_dims_t strides,
        const mkldnn_dims_t kernel, const mkldnn_dims_t padding_l,
        const mkldnn_dims_t padding_r, mkldnn_padding_kind_t padding_kind);

mkldnn_status_t MKLDNN_API mkldnn_pooling_backward_desc_init(
        mkldnn_pooling_desc_t *pool_desc, mkldnn_alg_kind_t alg_kind,
        const mkldnn_memory_desc_t *diff_src_desc,
        const mkldnn_memory_desc_t *diff_dst_desc, const mkldnn_dims_t strides,
        const mkldnn_dims_t kernel, const mkldnn_dims_t padding_l,
        const mkldnn_dims_t padding_r, mkldnn_padding_kind_t padding_kind);

mkldnn_status_t MKLDNN_API mkldnn_lrn_forward_desc_init(
        mkldnn_lrn_desc_t *lrn_desc, mkldnn_prop_kind_t prop_kind,
        mkldnn_alg_kind_t alg_kind, const mkldnn_memory_desc_t *data_desc,
        int local_size, float alpha, float beta, float k);

mkldnn_status_t MKLDNN_API mkldnn_lrn_backward_desc_init(
        mkldnn_lrn_desc_t *lrn_desc, mkldnn_alg_kind_t alg_kind,
        const mkldnn_memory_desc_t *diff_data_desc,
        const mkldnn_memory_desc_t *data_desc, int local_size, float alpha,
        float beta, float k);

mkldnn_status_t MKLDNN_API mkldnn_batch_normalization_forward_desc_init(
        mkldnn_batch_normalization_desc_t *bnrm_desc,
        mkldnn_prop_kind_t prop_kind, const mkldnn_memory_desc_t *data_desc,
        float epsilon, unsigned flags);

mkldnn_status_t MKLDNN_API mkldnn_batch_normalization_backward_desc_init(
        mkldnn_batch_normalization_desc_t *bnrm_desc,
        mkldnn_prop_kind_t prop_kind,
        const mkldnn_memory_desc_t *diff_data_desc,
        const mkldnn_memory_desc_t *data_desc,
        float epsilon, unsigned flags);

mkldnn_status_t MKLDNN_API mkldnn_inner_product_forward_desc_init(
        mkldnn_inner_product_desc_t *ip_desc, mkldnn_prop_kind_t prop_kind,
        const mkldnn_memory_desc_t *src_desc,
        const mkldnn_memory_desc_t *weights_desc,
        const mkldnn_memory_desc_t *bias_desc,
        const mkldnn_memory_desc_t *dst_desc);

mkldnn_status_t MKLDNN_API mkldnn_inner_product_backward_data_desc_init(
        mkldnn_inner_product_desc_t *ip_desc,
        const mkldnn_memory_desc_t *diff_src_desc,
        const mkldnn_memory_desc_t *weights_desc,
        const mkldnn_memory_desc_t *diff_dst_desc);

mkldnn_status_t MKLDNN_API mkldnn_inner_product_backward_weights_desc_init(
        mkldnn_inner_product_desc_t *ip_desc,
        const mkldnn_memory_desc_t *src_desc,
        const mkldnn_memory_desc_t *diff_weights_desc,
        const mkldnn_memory_desc_t *diff_bias_desc,
        const mkldnn_memory_desc_t *diff_dst_desc);

mkldnn_status_t MKLDNN_API mkldnn_rnn_cell_desc_init(
        mkldnn_rnn_cell_desc_t *rnn_cell_desc,
        mkldnn_alg_kind_t kind, mkldnn_alg_kind_t f,
        unsigned int flags, float alpha, float clipping);

int MKLDNN_API mkldnn_rnn_cell_get_gates_count(
        const mkldnn_rnn_cell_desc_t *rnn_cell_desc);

int MKLDNN_API mkldnn_rnn_cell_get_states_count(
        const mkldnn_rnn_cell_desc_t *rnn_cell_desc);

mkldnn_status_t MKLDNN_API mkldnn_primitive_attr_set_rnn_data_qparams(
        mkldnn_primitive_attr_t attr, const float scale, const float shift);

mkldnn_status_t MKLDNN_API mkldnn_primitive_attr_set_rnn_weights_qparams (
        mkldnn_primitive_attr_t attr, int count, int mask,
                const float *weights_scales);

mkldnn_status_t MKLDNN_API mkldnn_rnn_forward_desc_init(
        mkldnn_rnn_desc_t *rnn_desc, mkldnn_prop_kind_t prop_kind,
        const mkldnn_rnn_cell_desc_t *rnn_cell_desc,
        const mkldnn_rnn_direction_t direction,
        const mkldnn_memory_desc_t *src_layer_desc,
        const mkldnn_memory_desc_t *src_iter_desc,
        const mkldnn_memory_desc_t *weights_layer_desc,
        const mkldnn_memory_desc_t *weights_iter_desc,
        const mkldnn_memory_desc_t *bias_desc,
        const mkldnn_memory_desc_t *dst_layer_desc,
        const mkldnn_memory_desc_t *dst_iter_desc);

mkldnn_status_t MKLDNN_API mkldnn_rnn_backward_desc_init(
        mkldnn_rnn_desc_t *rnn_desc, mkldnn_prop_kind_t prop_kind,
        const mkldnn_rnn_cell_desc_t *rnn_cell_desc,
        const mkldnn_rnn_direction_t direction,
        const mkldnn_memory_desc_t *src_layer_desc,
        const mkldnn_memory_desc_t *src_iter_desc,
        const mkldnn_memory_desc_t *weights_layer_desc,
        const mkldnn_memory_desc_t *weights_iter_desc,
        const mkldnn_memory_desc_t *bias_desc,
        const mkldnn_memory_desc_t *dst_layer_desc,
        const mkldnn_memory_desc_t *dst_iter_desc,
        const mkldnn_memory_desc_t *diff_src_layer_desc,
        const mkldnn_memory_desc_t *diff_src_iter_desc,
        const mkldnn_memory_desc_t *diff_weights_layer_desc,
        const mkldnn_memory_desc_t *diff_weights_iter_desc,
        const mkldnn_memory_desc_t *diff_bias_desc,
        const mkldnn_memory_desc_t *diff_dst_layer,
        const mkldnn_memory_desc_t *diff_dst_iter_desc);

size_t MKLDNN_API mkldnn_engine_get_count(mkldnn_engine_kind_t kind);

mkldnn_status_t MKLDNN_API mkldnn_engine_create(mkldnn_engine_t *engine,
        mkldnn_engine_kind_t kind, size_t index);

mkldnn_status_t MKLDNN_API mkldnn_engine_get_kind(mkldnn_engine_t engine,
        mkldnn_engine_kind_t *kind);

mkldnn_status_t MKLDNN_API mkldnn_engine_destroy(mkldnn_engine_t engine);

mkldnn_status_t MKLDNN_API mkldnn_stream_create(mkldnn_stream_t *stream,
        mkldnn_stream_kind_t stream_kind);

mkldnn_status_t MKLDNN_API mkldnn_stream_submit(mkldnn_stream_t stream,
        size_t n, mkldnn_primitive_t primitives[],
        mkldnn_primitive_t *error_primitive);

mkldnn_status_t MKLDNN_API mkldnn_stream_wait(mkldnn_stream_t stream,
        int block, mkldnn_primitive_t *error_primitive);

mkldnn_status_t MKLDNN_API mkldnn_stream_rerun(mkldnn_stream_t stream,
        mkldnn_primitive_t *error_primitive);

mkldnn_status_t MKLDNN_API mkldnn_stream_destroy(mkldnn_stream_t stream);

mkldnn_status_t MKLDNN_API mkldnn_verbose_set(int level);

mkldnn_status_t MKLDNN_API mkldnn_sgemm(const char *transa, const char *transb,
        const int *M, const int *N, const int *K,
        const float *alpha, const float *A, const int *lda,
        const float *B, const int *ldb,
        const float *beta, float *C, const int *ldc);

mkldnn_status_t MKLDNN_API mkldnn_gemm_s8u8s32(const char *transa,
        const char *transb, const char *offsetc, const int *M, const int *N,
        const int *K, const float *alpha, const int8_t *A, const int *lda,
        const int8_t *ao, const uint8_t *B, const int *ldb, const int8_t *bo,
        const float *beta, int32_t *c, const int *ldc, const int32_t *co);

mkldnn_status_t MKLDNN_API mkldnn_gemm_s8s8s32(const char *transa,
        const char *transb, const char *offsetc, const int *M, const int *N,
        const int *K, const float *alpha, const int8_t *A, const int *lda,
        const int8_t *ao, const int8_t *B, const int *ldb, const int8_t *bo,
        const float *beta, int32_t *c, const int *ldc, const int32_t *co);
#ifdef __cplusplus
}
#endif

#endif