skainet-compile-dag/sk.ainet.lang.graph.dsl

Package-level declarations

Types

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interface GraphDslItem
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data class GraphExecutionResult<V>(val result: V, val graph: ComputeGraph, val tape: ExecutionTape)

Result of graph execution containing the computed result and execution metadata

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class SkainetScope(val ctx: DefaultGraphExecutionContext) : DataContextDsl

DSL Scope for Skainet that wraps a GraphExecutionContext and provides a more idiomatic way to interact with tensors and training loops.

Functions

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fun <V, R> compileGraphExec(graphExecutionContext: GraphExecutionContext, block: GraphExecContextDsl.(executionContext: GraphExecutionContext) -> R): GraphExecutionResult<R>

Creates a graph execution context and executes the given block within it. Similar to the network context pattern but for graph execution.

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fun skainet(ctx: DefaultGraphExecutionContext, block: SkainetScope.() -> Unit)

Entry point for the Skainet DSL.

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fun GraphProgram.toComputeGraph(into: ComputeGraph = DefaultComputeGraph()): ComputeGraph

Lower a symbolic GraphProgram (produced by the DAG DSL) into a concrete ComputeGraph.

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