Struct OperationSpec 

pub struct OperationSpec {
    pub node_id: String,
    pub operation_type: OperationType,
    pub dependencies: Vec<String>,
    pub input_shapes: Vec<Vec<usize>>,
    pub output_shapes: Vec<Vec<usize>>,
}

One operation to build a GraphNode from, including the tensor shapes that make its FLOP/memory/parameter estimates computable.

ComputationGraphAnalyzer::create_graph’s tuple form leaves the shape fields empty, which is why the estimates it produces are None.

Fields

node_id: String

Identifier, also used as the node’s display name.

operation_type: OperationType

What the node computes.

dependencies: Vec<String>

Ids of the nodes this one consumes.

input_shapes: Vec<Vec<usize>>

Shapes of the operation’s inputs. For a MatMul the second entry is the weight matrix (see ComputationGraphAnalyzer::estimate_parameters).

output_shapes: Vec<Vec<usize>>

Shapes of the operation’s outputs.

Trait Implementations

impl Clone for OperationSpec

fn clone(&self) -> OperationSpec

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for OperationSpec

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for OperationSpec

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for OperationSpec

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.