Struct QuantizationAwareTraining

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pub struct QuantizationAwareTraining { /* private fields */ }

Expand description

Quantization-aware training (QAT) utilities.

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impl QuantizationAwareTraining

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pub fn new(simulate_quantization: bool) -> Self

Creates a new QAT instance.

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pub fn register_layer(&mut self, layer_name: String, config: QuantizationConfig)

Registers a layer for quantization-aware training.

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pub fn fake_quantize( &self, tensor: &Array2<f32>, layer_name: &str, ) -> Array2<f32>

Simulates quantization during forward pass (straight-through estimator).

This applies fake quantization: quantize then immediately dequantize, allowing gradients to flow through.

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pub fn get_config(&self, layer_name: &str) -> Option<&QuantizationConfig>

Gets the quantization config for a layer.

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pub fn registered_layers(&self) -> Vec<&String>

Returns all registered layer names.

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impl UnwindSafe for QuantizationAwareTraining

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