|
|
|
@ -688,7 +688,7 @@ def check_amp(model): |
|
|
|
|
|
|
|
|
|
im = ASSETS / "bus.jpg" # image to check |
|
|
|
|
prefix = colorstr("AMP: ") |
|
|
|
|
LOGGER.info(f"{prefix}running Automatic Mixed Precision (AMP) checks with YOLO11n...") |
|
|
|
|
LOGGER.info(f"{prefix}running Automatic Mixed Precision (AMP) checks...") |
|
|
|
|
warning_msg = "Setting 'amp=True'. If you experience zero-mAP or NaN losses you can disable AMP with amp=False." |
|
|
|
|
try: |
|
|
|
|
from ultralytics import YOLO |
|
|
|
@ -696,11 +696,13 @@ def check_amp(model): |
|
|
|
|
assert amp_allclose(YOLO("yolo11n.pt"), im) |
|
|
|
|
LOGGER.info(f"{prefix}checks passed ✅") |
|
|
|
|
except ConnectionError: |
|
|
|
|
LOGGER.warning(f"{prefix}checks skipped ⚠️, offline and unable to download YOLO11n. {warning_msg}") |
|
|
|
|
LOGGER.warning( |
|
|
|
|
f"{prefix}checks skipped ⚠️. " f"Offline and unable to download YOLO11n for AMP checks. {warning_msg}" |
|
|
|
|
) |
|
|
|
|
except (AttributeError, ModuleNotFoundError): |
|
|
|
|
LOGGER.warning( |
|
|
|
|
f"{prefix}checks skipped ⚠️. " |
|
|
|
|
f"Unable to load YOLO11n due to possible Ultralytics package modifications. {warning_msg}" |
|
|
|
|
f"Unable to load YOLO11n for AMP checks due to possible Ultralytics package modifications. {warning_msg}" |
|
|
|
|
) |
|
|
|
|
except AssertionError: |
|
|
|
|
LOGGER.warning( |
|
|
|
|