Fix: one more try
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@@ -152,7 +152,7 @@ class AdamW(Optimizer):
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# Decay the first and second moment running average coefficient
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# In-place operations to update the averages at the same time
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exp_avg.mul_(beta1).add_(grad, 1.0 - beta1)
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exp_avg.mul_(beta1).add_(grad, alpha=1.0 - beta1)
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exp_avg_sq.mul_(beta2).addcmul_(grad, grad, 1.0 - beta2)
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denom = exp_avg_sq.sqrt().add_(group["eps"])
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@@ -173,6 +173,6 @@ class AdamW(Optimizer):
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# of the weights to the loss with plain (non-momentum) SGD.
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# Add weight decay at the end (fixed version)
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if group["weight_decay"] > 0.0:
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p.data.add_(p.data, -group["lr"] * group["weight_decay"])
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p.data.add_(p.data, alpha=-group["lr"] * group["weight_decay"])
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return loss
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