tfm.core.train_utils.ExperimentParser

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Constructs the Experiment config from Flags or equivalent object.

Most of the cases, users only need to call the parse() function:

builder = ExperimentParser(FLAGS)
params = builder.parse()

The advanced users can modify the flow by calling the parse_*() functions separately.

Methods

base_experiment

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Get the base experiment config from --experiment field.

parse

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Overrall process of constructing Experiment config.

parse_config_file

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Override the configs of params from the config_file.

parse_data_service

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Override the data service configs of params from flags.

parse_params_override

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parse_runtime

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Override the runtime configs of params from flags.