21 const std::vector<symbolic::Expression>&
shape,
29 std::vector<ElementInput>& needed_inputs,
38 std::unique_ptr<data_flow::DataFlowNode>
Dispatchers for dataflow blocks and library nodes.
size_t element_id() const
const DebugInfo & debug_info() const
Note: Even though the class references unique_ptr, it will never delete an SDFG it has a reference to...
Definition structured_sdfg_builder.h:44
Definition data_flow_graph.h:29
graph::Vertex vertex() const
Get the graph vertex for this node.
ElementWiseDataflowTensorNode(size_t element_id, const DebugInfo &debug_info, const graph::Vertex vertex, data_flow::DataFlowGraph &parent, const data_flow::LibraryNodeCode &code, const std::vector< symbolic::Expression > &shape, const std::string &modified_tensor_conn, const std::vector< std::string > &tensor_inputs, QuantizationType quantization=QUANTIZATION_MATCH_INPUTS, const data_flow::ImplementationType &impl_type=data_flow::ImplementationType_NONE)
QuantizationType quantization() const
Definition elementwise_node.h:136
const std::vector< symbolic::Expression > & shape() const
Get the tensor shape.
Definition elementwise_node.h:174
std::unique_ptr< data_flow::DataFlowNode > clone(size_t element_id, const graph::Vertex vertex, data_flow::DataFlowGraph &parent) const override
Clone this node for graph transformations.
bool supports_integer_types() const override
Check if this operation supports integer types.
Definition mul_node.h:34
MulNode(size_t element_id, const DebugInfo &debug_info, const graph::Vertex vertex, data_flow::DataFlowGraph &parent, const std::vector< symbolic::Expression > &shape, QuantizationType quantization=QUANTIZATION_MATCH_INPUTS, const data_flow::ImplementationType &impl_type=data_flow::ImplementationType_NONE)
ElementOutput expand_operation_dataflow(builder::StructuredSDFGBuilder &builder, Block &block, std::vector< ElementInput > &needed_inputs, types::PrimitiveType expected_type) override
Models the pure dataflow of the operation as applied to each element of the output as a function of t...
Definition elementwise_node.h:269
A control flow node representing a basic block with dataflow computations.
Definition block.h:42
Tensor elementwise operation nodes.
Definition function_builder.h:10
StringEnum ImplementationType
Implementation type identifier for library nodes.
Definition library_node.h:75
StringEnum LibraryNodeCode
Definition library_node.h:65
ImplementationType ImplementationType_NONE
Default implementation type indicating no specific implementation.
Definition library_node.h:84
boost::graph_traits< Graph >::vertex_descriptor Vertex
Definition graph.h:25
Definition arange_node.h:8
constexpr QuantizationType QUANTIZATION_MATCH_INPUTS
Definition tensor_node.h:27
data_flow::LibraryNodeCode LibraryNodeType_Mul("ml::Mul")
types::PrimitiveType QuantizationType
Definition tensor_node.h:26
SimpleElementWiseDataflowTensorNodeSerializer< MulNode > MulNodeSerializer
Definition mul_node.h:42
Definition batched_gemm_node.h:12
PrimitiveType
Enumeration of all primitive data types supported by sdfglib.
Definition type.h:35
Definition elementwise_node.h:85