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Code Refactor ruff check --fix --extend-select I (#13672)

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Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
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Glenn Jocher 2024-06-17 11:17:52 +02:00 • committed by GitHub
parent c8514a6754
commit 6227d8f8a1
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6 changed files with 30 additions and 24 deletions
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10
ultralytics/utils/callbacks/mlflow.py
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@ -34,11 +34,13 @@ try:
from pathlib import Path
PREFIX = colorstr("MLflow: ")
SANITIZE = lambda x: {k.replace("(", "").replace(")", ""): float(v) for k, v in x.items()}
except (ImportError, AssertionError):
mlflow = None
def sanitize_dict(x):
"""Sanitize dictionary keys by removing parentheses and converting values to floats."""
return {k.replace("(", "").replace(")", ""): float(v) for k, v in x.items()}
def on_pretrain_routine_end(trainer):
"""
@ -88,8 +90,8 @@ def on_train_epoch_end(trainer):
if mlflow:
mlflow.log_metrics(
metrics={
**SANITIZE(trainer.lr),
**SANITIZE(trainer.label_loss_items(trainer.tloss, prefix="train")),
**sanitize_dict(trainer.lr),
**sanitize_dict(trainer.label_loss_items(trainer.tloss, prefix="train")),
},
step=trainer.epoch,
)
@ -98,7 +100,7 @@ def on_train_epoch_end(trainer):
def on_fit_epoch_end(trainer):
"""Log training metrics at the end of each fit epoch to MLflow."""
if mlflow:
mlflow.log_metrics(metrics=SANITIZE(trainer.metrics), step=trainer.epoch)
mlflow.log_metrics(metrics=sanitize_dict(trainer.metrics), step=trainer.epoch)
def on_train_end(trainer):