Add log_every_n_steps in training #523
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gyin94
commented
Jun 17, 2024
| @@ -150,6 +150,9 @@ class Config(Module.Config): | |||
| # An optional recorder for measuring common metrics like step time. | |||
| recorder: Optional[InstantiableConfig[measurement.Recorder]] = None | |||
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| # The frequency of logging during training. | |||
| log_every_n_steps: Optional[int] = None | |||
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did not set log_every_n_steps: int = 100 to avoid a large amount of config.txt update. If we think it makes more sense, we can also change it
gyin94
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ruomingp
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Jun 24, 2024
| @@ -150,6 +150,9 @@ class Config(Module.Config): | |||
| # An optional recorder for measuring common metrics like step time. | |||
| recorder: Optional[InstantiableConfig[measurement.Recorder]] = None | |||
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| # The frequency of logging during training. By default, it will use 100. | |||
| log_every_n_steps: Optional[int] = None | |||
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How about taking a function config instead of an int? This will allow users to set
cfg.logging_steps = config_for_function(every_n_steps).set(n=100, additional=list(range(5)) + [max_step])
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I think I would prefer a simple int for my use case of printing step time every step.
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Maybe both a function and a simple int are allowed?
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