.. index:: pair: struct; dnnl::matmul::primitive_desc .. _doxid-structdnnl_1_1matmul_1_1primitive__desc: struct dnnl::matmul::primitive_desc =================================== .. toctree:: :hidden: Overview ~~~~~~~~ Primitive descriptor for a matmul primitive. :ref:`More...` .. ref-code-block:: cpp :class: doxyrest-overview-code-block #include struct primitive_desc: public :ref:`dnnl::primitive_desc` { // construction :ref:`primitive_desc`(); :ref:`primitive_desc`( const :ref:`engine`& aengine, const :ref:`memory::desc`& src_desc, const :ref:`memory::desc`& weights_desc, const :ref:`memory::desc`& dst_desc, const :ref:`primitive_attr`& attr = :ref:`default_attr`(), bool allow_empty = false ); :ref:`primitive_desc`( const :ref:`engine`& aengine, const :ref:`memory::desc`& src_desc, const :ref:`memory::desc`& weights_desc, const :ref:`memory::desc`& bias_desc, const :ref:`memory::desc`& dst_desc, const :ref:`primitive_attr`& attr = :ref:`default_attr`(), bool allow_empty = false ); :ref:`primitive_desc`(:ref:`dnnl_primitive_desc_t` pd); // methods :ref:`memory::desc` :ref:`src_desc`() const; :ref:`memory::desc` :ref:`weights_desc`() const; :ref:`memory::desc` :ref:`bias_desc`() const; :ref:`memory::desc` :ref:`dst_desc`() const; }; Inherited Members ----------------- .. ref-code-block:: cpp :class: doxyrest-overview-inherited-code-block public: // methods :ref:`handle`& :ref:`operator =` (const :ref:`handle`&); :ref:`handle`& :ref:`operator =` (:ref:`handle`&&); void :ref:`reset`(T t, bool weak = false); T :ref:`get`(bool allow_empty = false) const; :ref:`operator T` () const; :ref:`operator bool` () const; bool :ref:`operator ==` (const :ref:`handle`& other) const; bool :ref:`operator !=` (const :ref:`handle`& other) const; :ref:`engine` :ref:`get_engine`() const; const char* :ref:`impl_info_str`() const; :ref:`memory::dim` :ref:`query_s64`(:ref:`query` what) const; :ref:`memory::dims` :ref:`get_strides`() const; :ref:`memory::dims` :ref:`get_dilations`() const; :ref:`memory::dims` :ref:`get_padding_l`() const; :ref:`memory::dims` :ref:`get_padding_r`() const; float :ref:`get_epsilon`() const; template T :ref:`get_flags`() const; :ref:`dnnl::algorithm` :ref:`get_algorithm`() const; float :ref:`get_alpha`() const; float :ref:`get_beta`() const; int :ref:`get_axis`() const; :ref:`memory::dim` :ref:`get_local_size`() const; float :ref:`get_k`() const; float :ref:`get_p`() const; std::vector :ref:`get_factors`() const; :ref:`dnnl::algorithm` :ref:`get_cell_kind`() const; :ref:`dnnl::rnn_direction` :ref:`get_direction`() const; :ref:`dnnl::algorithm` :ref:`get_activation_kind`() const; :ref:`memory::dims` :ref:`get_kernel`() const; :ref:`memory::dim` :ref:`get_group_size`() const; :ref:`dnnl::prop_kind` :ref:`get_prop_kind`() const; :ref:`memory::desc` :ref:`query_md`(:ref:`query` what, int idx = 0) const; :ref:`memory::desc` :ref:`src_desc`(int idx) const; :ref:`memory::desc` :ref:`dst_desc`(int idx) const; :ref:`memory::desc` :ref:`weights_desc`(int idx) const; :ref:`memory::desc` :ref:`diff_src_desc`(int idx) const; :ref:`memory::desc` :ref:`diff_dst_desc`(int idx) const; :ref:`memory::desc` :ref:`diff_weights_desc`(int idx) const; :ref:`memory::desc` :ref:`src_desc`() const; :ref:`memory::desc` :ref:`dst_desc`() const; :ref:`memory::desc` :ref:`weights_desc`() const; :ref:`memory::desc` :ref:`diff_src_desc`() const; :ref:`memory::desc` :ref:`diff_dst_desc`() const; :ref:`memory::desc` :ref:`diff_weights_desc`() const; :ref:`memory::desc` :ref:`workspace_desc`() const; :ref:`memory::desc` :ref:`scratchpad_desc`() const; :ref:`engine` :ref:`scratchpad_engine`() const; :ref:`primitive_attr` :ref:`get_primitive_attr`() const; :ref:`dnnl::primitive::kind` :ref:`get_kind`() const; std::vector :ref:`get_cache_blob_id`() const; bool :ref:`next_impl`(); :ref:`primitive_desc_base`(); :ref:`primitive_desc_base`(); :ref:`primitive_desc_base`(); :ref:`primitive_desc_base`(); .. _details-structdnnl_1_1matmul_1_1primitive__desc: Detailed Documentation ~~~~~~~~~~~~~~~~~~~~~~ Primitive descriptor for a matmul primitive. Construction ------------ .. index:: pair: function; primitive_desc .. _doxid-structdnnl_1_1matmul_1_1primitive__desc_1a8ed6b0990cde0570156d4cbad8b00303: .. ref-code-block:: cpp :class: doxyrest-title-code-block primitive_desc() Default constructor. Produces an empty object. .. index:: pair: function; primitive_desc .. _doxid-structdnnl_1_1matmul_1_1primitive__desc_1a332ad4b5ac94d80e0638771ede8a2f1d: .. ref-code-block:: cpp :class: doxyrest-title-code-block primitive_desc( const :ref:`engine`& aengine, const :ref:`memory::desc`& src_desc, const :ref:`memory::desc`& weights_desc, const :ref:`memory::desc`& dst_desc, const :ref:`primitive_attr`& attr = :ref:`default_attr`(), bool allow_empty = false ) Constructs a primitive descriptor for a matmul primitive without bias. .. rubric:: Parameters: .. list-table:: :widths: 20 80 * - aengine - Engine to use. * - src_desc - Memory descriptor for source (matrix A). * - weights_desc - Memory descriptor for weights (matrix B). * - dst_desc - Memory descriptor for destination (matrix C). * - attr - Primitive attributes to use. Attributes are optional and default to empty attributes. * - allow_empty - A flag signifying whether construction is allowed to fail without throwing an exception. In this case an empty object will be produced. This flag is optional and defaults to false. .. index:: pair: function; primitive_desc .. _doxid-structdnnl_1_1matmul_1_1primitive__desc_1aa26db083936c3e9248351e99fe202459: .. ref-code-block:: cpp :class: doxyrest-title-code-block primitive_desc( const :ref:`engine`& aengine, const :ref:`memory::desc`& src_desc, const :ref:`memory::desc`& weights_desc, const :ref:`memory::desc`& bias_desc, const :ref:`memory::desc`& dst_desc, const :ref:`primitive_attr`& attr = :ref:`default_attr`(), bool allow_empty = false ) Constructs a primitive descriptor for a matmul primitive with bias. .. rubric:: Parameters: .. list-table:: :widths: 20 80 * - aengine - Engine to use. * - src_desc - Memory descriptor for source (matrix A). * - weights_desc - Memory descriptor for weights (matrix B). * - dst_desc - Memory descriptor for destination (matrix C). * - bias_desc - Memory descriptor for bias. * - attr - Primitive attributes to use. Attributes are optional and default to empty attributes. * - allow_empty - A flag signifying whether construction is allowed to fail without throwing an exception. In this case an empty object will be produced. This flag is optional and defaults to false. .. index:: pair: function; primitive_desc .. _doxid-structdnnl_1_1matmul_1_1primitive__desc_1a64c28a3371db20036af8924a04e771dc: .. ref-code-block:: cpp :class: doxyrest-title-code-block primitive_desc(:ref:`dnnl_primitive_desc_t` pd) Constructs a primitive descriptor for a matmul primitive from a C API primitive descriptor that must have a matching kind. .. rubric:: Parameters: .. list-table:: :widths: 20 80 * - pd - C API primitive descriptor for a matmul primitive. Methods ------- .. index:: pair: function; src_desc .. _doxid-structdnnl_1_1matmul_1_1primitive__desc_1a9b9fc61ab0fe6354dd96757ede7b92dc: .. ref-code-block:: cpp :class: doxyrest-title-code-block :ref:`memory::desc` src_desc() const Returns a source memory descriptor. .. rubric:: Returns: Source memory descriptor. A zero memory descriptor if the primitive does not have a source parameter. .. index:: pair: function; weights_desc .. _doxid-structdnnl_1_1matmul_1_1primitive__desc_1a0be2d3c1fd1674bd6808c0e82c035c2f: .. ref-code-block:: cpp :class: doxyrest-title-code-block :ref:`memory::desc` weights_desc() const Returns a weights memory descriptor. .. rubric:: Returns: Weights memory descriptor. A zero memory descriptor if the primitive does not have a weights parameter. .. index:: pair: function; bias_desc .. _doxid-structdnnl_1_1matmul_1_1primitive__desc_1a8158f4a37657da12ee8cfa59e2929583: .. ref-code-block:: cpp :class: doxyrest-title-code-block :ref:`memory::desc` bias_desc() const Returns the bias memory descriptor. .. rubric:: Returns: The bias memory descriptor. A zero memory descriptor of the primitive does not have a bias parameter. .. index:: pair: function; dst_desc .. _doxid-structdnnl_1_1matmul_1_1primitive__desc_1ad35cf09a2aaf3cd7db751b6c01d44f80: .. ref-code-block:: cpp :class: doxyrest-title-code-block :ref:`memory::desc` dst_desc() const Returns a destination memory descriptor. .. rubric:: Returns: Destination memory descriptor. A zero memory descriptor if the primitive does not have a destination parameter.