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Commit 6b2136a8 authored by thomwolf's avatar thomwolf
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fixing weights decay in run_squad example

parent 061eeca8
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examples/run_squad.py
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...@@ -842,8 +842,8 @@ def main(): ...@@ -842,8 +842,8 @@ def main():
param_optimizer = list(model.named_parameters()) param_optimizer = list(model.named_parameters())
no_decay = ['bias', 'gamma', 'beta'] no_decay = ['bias', 'gamma', 'beta']
optimizer_grouped_parameters = [ optimizer_grouped_parameters = [
{'params': [p for n, p in param_optimizer if n not in no_decay], 'weight_decay_rate': 0.01}, {'params': [p for n, p in param_optimizer if not any(nd in n for nd in no_decay)], 'weight_decay_rate': 0.01},
{'params': [p for n, p in param_optimizer if n in no_decay], 'weight_decay_rate': 0.0} {'params': [p for n, p in param_optimizer if any(nd in n for nd in no_decay)], 'weight_decay_rate': 0.0}
] ]
optimizer = BertAdam(optimizer_grouped_parameters, optimizer = BertAdam(optimizer_grouped_parameters,
lr=args.learning_rate, lr=args.learning_rate,
......
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