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absl allows me to alter the config from the command line - this is great for running experiments with different parameters. However, if I want to re-use the same configuration for another run, there doesn't seem to be a de-facto way to do this.
The Problem:
I'm currently using the following pattern to load a config from dictionary
absl
allows me to alter the config from the command line - this is great for running experiments with different parameters. However, if I want to re-use the same configuration for another run, there doesn't seem to be a de-facto way to do this.For example, I want to be able to run:
and then be able to re-use this config without having to remember to flags.
How can we save and re-load a
ConfigDict
instance when usingabsl
flags?My Approach:
My current approach to this is:
In the experiment script:
ConfigDict
to a.yml
file.In a postprocessing script:
.yml
file.While this works it doesn't seem a great approach.
Is there any standard way to accomplish this - or should I be dealing with updated configs in a different manner?
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