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feat: tracking support vemlp #339

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merged 2 commits into from
Feb 23, 2025
Merged

feat: tracking support vemlp #339

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9f426c4
feat: tracking support vemlp
Feb 21, 2025
324606b
fix: format code
Feb 23, 2025
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22 changes: 21 additions & 1 deletion verl/utils/tracking.py
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Original file line number Diff line number Diff line change
Expand Up @@ -22,7 +22,7 @@


class Tracking(object):
supported_backend = ["wandb", "mlflow", "swanlab", "console"]
supported_backend = ["wandb", "mlflow", "swanlab", "vemlp_wandb", "console"]

def __init__(self, project_name, experiment_name, default_backend: Union[str, List[str]] = 'console', config=None):
if isinstance(default_backend, str):
Expand Down Expand Up @@ -63,6 +63,24 @@ def __init__(self, project_name, experiment_name, default_backend: Union[str, Li
mode=SWANLAB_MODE)
self.logger["swanlab"] = swanlab

if 'vemlp_wandb' in default_backend:
import os
import volcengine_ml_platform
from volcengine_ml_platform import wandb as vemlp_wandb
volcengine_ml_platform.init(
ak=os.environ["VOLC_ACCESS_KEY_ID"],
sk=os.environ["VOLC_SECRET_ACCESS_KEY"],
region=os.environ["MLP_TRACKING_REGION"],
)

vemlp_wandb.init(
project=project_name,
name=experiment_name,
config=config,
sync_tensorboard=True,
)
self.logger['vemlp_wandb'] = vemlp_wandb

if 'console' in default_backend:
from verl.utils.logger.aggregate_logger import LocalLogger
self.console_logger = LocalLogger(print_to_console=True)
Expand All @@ -78,6 +96,8 @@ def __del__(self):
self.logger['wandb'].finish(exit_code=0)
if 'swanlab' in self.logger:
self.logger['swanlab'].finish()
if 'vemlp_wandb' in self.logger:
self.logger['vemlp_wandb'].finish(exit_code=0)


class _MlflowLoggingAdapter:
Expand Down
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