Operation

Interface for operations that can be represented as graph nodes. Each operation defines how to execute a computation and its metadata.

Properties

abstract val name: String

Unique name of this operation type

Parameters for this operation

abstract val type: String

Type/category of this operation (e.g., "math", "nn", "shape")

abstract fun clone(newParameters: Map<String, Any> = parameters): Operation

Clone this operation with potentially different parameters

abstract fun <T : DType, V> execute(inputs: List<Tensor<T, V>>): List<Tensor<T, V>>

Execute this operation with the given inputs

Get a human-readable description of this operation

Infer the output tensor specifications from input specifications

Serialize this operation to a map

Validate that the given inputs are compatible with this operation