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Remove debug code
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@ -452,8 +452,6 @@ param_rms_smooth1: Smoothing proportion for parameter matrix, if assumed rank of
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delta = state["delta"]
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# the factor of (1-beta1) relates to momentum.
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if random.random() < 0.01:
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logging.info(f"scale_step ={scale_step}, shape={p.shape}")
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delta.add_(p * scale_step, alpha=(1-beta1))
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def _update_param_cov(self,
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