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PyTorchOptimizerFactory

trustformers_optim::pytorch_compat

Struct PyTorchOptimizerFactory

pub struct PyTorchOptimizerFactory;

Expand description

PyTorch optimizer factory for creating optimizers with PyTorch-compatible API

Implementations§

impl PyTorchOptimizerFactory

pub fn adam( params: impl IntoIterator<Item = (String, Tensor)>, lr: f64, betas: (f64, f64), eps: f64, weight_decay: f64, amsgrad: bool, ) -> Result<PyTorchAdam>

Create Adam optimizer with PyTorch API

pub fn adamw( params: impl IntoIterator<Item = (String, Tensor)>, lr: f64, betas: (f64, f64), eps: f64, weight_decay: f64, amsgrad: bool, ) -> Result<PyTorchAdamW>

Create AdamW optimizer with PyTorch API

pub fn sgd( params: impl IntoIterator<Item = (String, Tensor)>, lr: f64, momentum: f64, dampening: f64, weight_decay: f64, nesterov: bool, ) -> Result<PyTorchSGD>

Create SGD optimizer with PyTorch API

Auto Trait Implementations§

impl Freeze for PyTorchOptimizerFactory

impl RefUnwindSafe for PyTorchOptimizerFactory

impl Send for PyTorchOptimizerFactory

impl Sync for PyTorchOptimizerFactory

impl Unpin for PyTorchOptimizerFactory

impl UnwindSafe for PyTorchOptimizerFactory

Blanket Implementations§

impl<T> Any for T
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fn and<P, B, E>(self, other: P) -> And<T, P>
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Create a new Policy that returns Action::Follow only if self and other return Action::Follow. Read more

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