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TensorFlowOptimizerFactory

trustformers_optim::tensorflow_compat

Struct TensorFlowOptimizerFactory

pub struct TensorFlowOptimizerFactory;

Expand description

TensorFlow optimizer factory

Implementations§

impl TensorFlowOptimizerFactory

pub fn adam( learning_rate: f64, beta_1: f64, beta_2: f64, epsilon: f64, weight_decay: Option<f64>, clipnorm: Option<f64>, clipvalue: Option<f64>, global_clipnorm: Option<f64>, use_ema: bool, ema_momentum: f64, jit_compile: bool, name: Option<String>, ) -> Result<TensorFlowAdam>

Create Adam optimizer

pub fn adamw( learning_rate: f64, beta_1: f64, beta_2: f64, epsilon: f64, weight_decay: f64, clipnorm: Option<f64>, clipvalue: Option<f64>, global_clipnorm: Option<f64>, use_ema: bool, ema_momentum: f64, jit_compile: bool, name: Option<String>, ) -> Result<TensorFlowAdamW>

Create AdamW optimizer

pub fn exponential_decay( initial_learning_rate: f64, decay_steps: i64, decay_rate: f64, staircase: bool, ) -> TensorFlowExponentialDecay

Create exponential decay schedule

pub fn cosine_decay( initial_learning_rate: f64, decay_steps: i64, alpha: f64, ) -> TensorFlowCosineDecay

Create cosine decay schedule

Auto Trait Implementations§

impl Freeze for TensorFlowOptimizerFactory

impl RefUnwindSafe for TensorFlowOptimizerFactory

impl Send for TensorFlowOptimizerFactory

impl Sync for TensorFlowOptimizerFactory

impl Unpin for TensorFlowOptimizerFactory

impl UnwindSafe for TensorFlowOptimizerFactory

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