skainet-lang-core/sk.ainet.context/TrainingExecutionContext

TrainingExecutionContext

interface TrainingExecutionContext : ExecutionContext(source)

Extension of ExecutionContext that supports gradient recording and backward pass. This interface allows high-level training utilities to remain backend-agnostic while leveraging autograd capabilities when available.

Functions

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abstract fun backward(targets: List<Tensor<*, *>>, sources: List<Tensor<*, *>>)

Perform backward pass from targets to sources. Populates Tensor.grad for involved tensors.

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abstract fun startRecording()

Start recording operations for autograd.

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abstract fun stopRecording(): Any?

Stop recording operations.

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