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NormalizationPresets

torsh_nn::layers::normalization

Struct NormalizationPresets

pub struct NormalizationPresets;

Expand description

Common normalization presets for different architectures

Implementations§

impl NormalizationPresets

pub fn resnet_batch_norm(num_features: usize) -> Result<BatchNorm2d>

ResNet-style batch normalization

pub fn transformer_layer_norm(hidden_size: usize) -> Result<LayerNorm>

Transformer-style layer normalization

pub fn style_transfer_instance_norm( num_features: usize, ) -> Result<InstanceNorm2d>

Style transfer instance normalization (non-affine)

pub fn small_batch_group_norm(num_channels: usize) -> Result<GroupNorm>

Group normalization for small batch training

pub fn llama_rms_norm(hidden_size: usize) -> Result<RMSNorm>

RMS normalization for LLaMA-style transformers

pub fn gpt_rms_norm(hidden_size: usize) -> Result<RMSNorm>

RMS normalization for GPT-style models

Auto Trait Implementations§

impl Freeze for NormalizationPresets

impl RefUnwindSafe for NormalizationPresets

impl Send for NormalizationPresets

impl Sync for NormalizationPresets

impl Unpin for NormalizationPresets

impl UnsafeUnpin for NormalizationPresets

impl UnwindSafe for NormalizationPresets

Blanket Implementations§

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