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Add check before loading metrics data from checkpoint #2323

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Merged
samet-akcay merged 2 commits into from
Sep 26, 2024
Merged

Add check before loading metrics data from checkpoint #2323

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96851c8
Add check before loading from checkpoint
blaz-r Sep 25, 2024
636f399
Merge branch 'main' into checkpoint_fix
samet-akcay Sep 26, 2024
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21 changes: 10 additions & 11 deletions src/anomalib/models/components/base/anomaly_module.py
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Original file line number Diff line number Diff line change
Expand Up @@ -168,20 +168,19 @@ def load_state_dict(self, state_dict: OrderedDict[str, Any], strict: bool = True
if "pixel_threshold_class" in state_dict:
self.pixel_threshold = self._get_instance(state_dict, "pixel_threshold_class")

if "anomaly_maps_normalization_class" in state_dict:
self.anomaly_maps_normalization_metrics = self._get_instance(state_dict, "anomaly_maps_normalization_class")
if "box_scores_normalization_class" in state_dict:
self.box_scores_normalization_metrics = self._get_instance(state_dict, "box_scores_normalization_class")
# check only for pred score normalization metrics, because if this one is present, all others are too
if "pred_scores_normalization_class" in state_dict:
self.box_scores_normalization_metrics = self._get_instance(state_dict, "box_scores_normalization_class")
self.anomaly_maps_normalization_metrics = self._get_instance(state_dict, "anomaly_maps_normalization_class")
self.pred_scores_normalization_metrics = self._get_instance(state_dict, "pred_scores_normalization_class")

self.normalization_metrics = MetricCollection(
{
"anomaly_maps": self.anomaly_maps_normalization_metrics,
"box_scores": self.box_scores_normalization_metrics,
"pred_scores": self.pred_scores_normalization_metrics,
},
)
self.normalization_metrics = MetricCollection(
{
"anomaly_maps": self.anomaly_maps_normalization_metrics,
"box_scores": self.box_scores_normalization_metrics,
"pred_scores": self.pred_scores_normalization_metrics,
},
)
# Used to load metrics if there is any related data in state_dict
self._load_metrics(state_dict)

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