skainet-compile-hlo/sk.ainet.compile.hlo.generate/HloGenerator

HloGenerator

object HloGenerator(source)

Generates StableHLO MLIR from any Model by:

  1. Creating a tape-recording execution context

  2. Running the model forward pass to record operations

  3. Converting the execution tape to a ComputeGraph

  4. Compiling the graph to StableHLO MLIR

Functions

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suspend fun <D : DType, V> generate(model: Model<D, V, Tensor<D, V>, Tensor<D, V>>, sampleInput: Tensor<D, V>, functionName: String = "main"): StableHloModule

Generate StableHLO from any Model and a sample input tensor.

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@JvmStatic
@JvmOverloads
fun <D : DType, V> generateBlocking(model: Model<D, V, Tensor<D, V>, Tensor<D, V>>, sampleInput: Tensor<D, V>, functionName: String = "main"): StableHloModule

Blocking variant of generate for Java callers who cannot use suspend.

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