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Fix: one more try
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julien-c committed May 15, 2020
1 parent 55bda52 commit fc2a4c8
Showing 1 changed file with 2 additions and 2 deletions.
4 changes: 2 additions & 2 deletions src/transformers/optimization.py
Original file line number Diff line number Diff line change
Expand Up @@ -152,7 +152,7 @@ def step(self, closure=None):

# Decay the first and second moment running average coefficient
# In-place operations to update the averages at the same time
exp_avg.mul_(beta1).add_(grad, 1.0 - beta1)
exp_avg.mul_(beta1).add_(grad, alpha=1.0 - beta1)
exp_avg_sq.mul_(beta2).addcmul_(grad, grad, 1.0 - beta2)
denom = exp_avg_sq.sqrt().add_(group["eps"])

Expand All @@ -173,6 +173,6 @@ def step(self, closure=None):
# of the weights to the loss with plain (non-momentum) SGD.
# Add weight decay at the end (fixed version)
if group["weight_decay"] > 0.0:
p.data.add_(p.data, -group["lr"] * group["weight_decay"])
p.data.add_(p.data, alpha=-group["lr"] * group["weight_decay"])

return loss

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