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Update optim.py
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@ -456,6 +456,8 @@ class ScaledAdam(BatchedOptimizer):
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quartiles.append(sorted_norms[index].item())
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median = quartiles[2]
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if median - median != 0:
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raise RuntimeError("Too many grads were not finite")
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threshold = clipping_scale * median
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first_state["model_norm_threshold"] = threshold
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percent_clipped = (
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