tfm.core.train_utils.ExperimentParser

Constructs the Experiment config from Flags or equivalent object.

tfm.core.train_utils.ExperimentParser(
    flags_obj
)

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

View source

base_experiment()

Get the base experiment config from --experiment field.

parse

View source

parse()

Overrall process of constructing Experiment config.

parse_config_file

View source

parse_config_file(
    params
)

Override the configs of params from the config_file.

parse_data_service

View source

parse_data_service(
    params
)

Override the data service configs of params from flags.

parse_params_override

View source

parse_params_override(
    params
)

parse_runtime

View source

parse_runtime(
    params
)

Override the runtime configs of params from flags.