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Refactor Reverse Distillation to match official code (#1389)
* Non-mandatory early stopping * Added conv4 and bn4 to OCBE * Loss as in the official code (flattened arrays) * Added comment on how to use torchvision model as an encoder to reproduce results in the paper * Remove early stop from config, change default anomaly_map_mode to add * pre-commit fix * Updated results * Update src/anomalib/models/reverse_distillation/README.md Co-authored-by: Samet Akcay <samet.akcay@intel.com> * Update src/anomalib/models/reverse_distillation/README.md Co-authored-by: Samet Akcay <samet.akcay@intel.com> * Update src/anomalib/models/reverse_distillation/README.md Co-authored-by: Samet Akcay <samet.akcay@intel.com> * Remove early_stopping * Update src/anomalib/models/reverse_distillation/lightning_model.py Co-authored-by: Samet Akcay <samet.akcay@intel.com> * Easier to read code --------- Co-authored-by: Samet Akcay <samet.akcay@intel.com>
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