MixedPrecisionProcessor

oxirs_embed::gpu_acceleration

Struct MixedPrecisionProcessor

pub struct MixedPrecisionProcessor { /* private fields */ }

Expand description

Mixed precision training and inference

Implementations§

impl MixedPrecisionProcessor

pub fn new(config: GpuAccelerationConfig) -> Self

Create new mixed precision processor

pub fn to_fp16(&self, tensor: &Array2<f32>) -> Array2<f32>

Convert tensor to FP16 for computation

pub fn scale_loss(&self, loss: f32) -> f32

Apply loss scaling for gradient computation

pub fn unscale_gradients(&self, gradients: &mut Array2<f32>) -> bool

Unscale gradients after loss scaling

pub fn adjust_loss_scaling(&mut self, overflow_detected: bool)

Adjust loss scaling based on overflow detection

Auto Trait Implementations§

impl Freeze for MixedPrecisionProcessor

impl RefUnwindSafe for MixedPrecisionProcessor

impl Send for MixedPrecisionProcessor

impl Sync for MixedPrecisionProcessor

impl Unpin for MixedPrecisionProcessor

impl UnwindSafe for MixedPrecisionProcessor

Blanket Implementations§

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