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AdamW

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pub struct AdamW {
  // private fields
}

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AdamW::AdamW

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AdamW::checkpoint

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fn AdamW::checkpoint(self : AdamW) -> AdamWCheckpoint

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AdamW::set_learning_rate

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fn AdamW::set_learning_rate(self : AdamW, lr : Double) -> Unit

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AdamW::step

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fn AdamW::step(self : AdamW) -> Unit

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AdamW::step_count

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fn AdamW::step_count(self : AdamW) -> Int

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AdamW::step_with_grad_clip

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fn AdamW::step_with_grad_clip(self : AdamW, max_norm : Double) -> Unit

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AdamW::with_parameter_weight_decays

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fn AdamW::with_parameter_weight_decays(params : Array[
Tensor], config : AdamWConfig, weight_decays : Array[Double]) -> AdamW

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AdamWCheckpoint

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pub struct AdamWCheckpoint {
  // private fields
}

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AdamWCheckpoint::beta1

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fn AdamWCheckpoint::beta1(self : AdamWCheckpoint) -> Double

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AdamWCheckpoint::beta1_power

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fn AdamWCheckpoint::beta1_power(self : AdamWCheckpoint) -> Double

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AdamWCheckpoint::beta2

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fn AdamWCheckpoint::beta2(self : AdamWCheckpoint) -> Double

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AdamWCheckpoint::beta2_power

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fn AdamWCheckpoint::beta2_power(self : AdamWCheckpoint) -> Double

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AdamWCheckpoint::eps

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fn AdamWCheckpoint::eps(self : AdamWCheckpoint) -> Double

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AdamWCheckpoint::lr

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fn AdamWCheckpoint::lr(self : AdamWCheckpoint) -> Double

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AdamWCheckpoint::m

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fn AdamWCheckpoint::m(self : AdamWCheckpoint) -> Array[Array[Double]]

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AdamWCheckpoint::step

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fn AdamWCheckpoint::step(self : AdamWCheckpoint) -> Int

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AdamWCheckpoint::v

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fn AdamWCheckpoint::v(self : AdamWCheckpoint) -> Array[Array[Double]]

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AdamWCheckpoint::weight_decays

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fn AdamWCheckpoint::weight_decays(self : AdamWCheckpoint) -> Array[Double]

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AdamWConfig

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pub struct AdamWConfig {
  // private fields
}

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AdamWConfig::AdamWConfig

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fn AdamWConfig::AdamWConfig(lr : Double, beta1? : Double, beta2? : Double, eps? : Double, weight_decay? : Double) -> AdamWConfig

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AdamWConfig::beta1

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fn AdamWConfig::beta1(self : AdamWConfig) -> Double

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AdamWConfig::beta2

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fn AdamWConfig::beta2(self : AdamWConfig) -> Double

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AdamWConfig::eps

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fn AdamWConfig::eps(self : AdamWConfig) -> Double

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AdamWConfig::lr

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fn AdamWConfig::lr(self : AdamWConfig) -> Double

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AdamWConfig::weight_decay

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fn AdamWConfig::weight_decay(self : AdamWConfig) -> Double

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AdamWState

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type AdamWState

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sgd_step

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fn sgd_step(params : Array[
Tensor], lr : Double) -> Unit

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