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Add support for emitting hparam info from train_bc script #374

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Sep 26, 2024
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Add support for emitting hparam info from train_bc script #374

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10 changes: 10 additions & 0 deletions compiler_opt/rl/train_bc.py
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Original file line number Diff line number Diff line change
Expand Up @@ -29,8 +29,10 @@
from compiler_opt.rl import registry
from compiler_opt.rl import trainer

from tensorflow import summary
from tf_agents.agents import tf_agent
from tf_agents.policies import tf_policy
from tensorboard.plugins.hparams import api as hp

from typing import Dict

Expand Down Expand Up @@ -87,6 +89,14 @@ def train_eval(agent_config_type=agent_config.BCAgentConfig,
# Save final policy.
saver.save(root_dir)

# Save (command line specified) hyperparameter information.
with summary.create_file_writer(_ROOT_DIR.value).as_default():
hparams = {}
for gin_binding in _GIN_BINDINGS.value:
param_name, param_value = gin_binding.split('=')
hparams[param_name] = param_value
hp.hparams(hparams)


def main(_):
gin.parse_config_files_and_bindings(
Expand Down