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Add XPU support to anomaly task#2677

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sovrasov merged 149 commits intoopenvinotoolkit:develop-idevopenvinotoolkit/training_extensions:develop-idevfrom sovrasov:vs/anomaly_xpusovrasov/openvino_training_extensions:vs/anomaly_xpuCopy head branch name to clipboardNov 30, 2023

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Commits on Jul 7, 2023

• Update base.txt

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• Update __init__.py

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• Update requirements.txt

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Commits on Jul 10, 2023

• Temporarily skip visual prompting openvino integration test (openvinotoolkit#2323)

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• Fix import dm.DatasetSubset (openvinotoolkit#2324)

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• Fix semantic segmentation soft prediction dtype (openvinotoolkit#2322)

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• Contrain yapf verison lesser than 0.40.0 (openvinotoolkit#2328)

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• Fix detection e2e tests (openvinotoolkit#2327)

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Commits on Jul 11, 2023

• Mergeback: Label addtion/deletion 1.2.4 --> 1.4.0 (openvinotoolkit#2326)

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• Bump datumaro up to 1.4.0rc2 (openvinotoolkit#2332)

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• Tiling Doc for releases 1.4.0 (openvinotoolkit#2333)

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Commits on Jul 12, 2023

• Bump otx version to 1.4.0rc2 (openvinotoolkit#2341)

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• OTX deploy for visual prompting task (openvinotoolkit#2311)

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Commits on Jul 13, 2023

• Bump albumentations version in anomaly requirements (openvinotoolkit#2350)

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• Update action detection (openvinotoolkit#2346)

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• Fix e2e (openvinotoolkit#2348)

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Commits on Jul 14, 2023

• Update ModelAPI in 1.4 release (openvinotoolkit#2347)

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• Add OTX optimize for visual prompting task (openvinotoolkit#2318)

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• Update detection docs (openvinotoolkit#2335)

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• Add visual prompting documentation (openvinotoolkit#2354)

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• Remove custom modelapi patch in visual prompting (openvinotoolkit#2359)

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Commits on Jul 17, 2023

• Fix graph metric order and label issues (openvinotoolkit#2356)

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• Update multi-label document and conversion script (openvinotoolkit#2358)

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• Update third party programs (openvinotoolkit#2365)

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• Make anomaly task compatible with older albumentations versions (openvinotoolkit#2363)

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• Fixing detection saliency map for one class case (openvinotoolkit#2368)

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Commits on Jul 18, 2023

• Add e2e test for visual prompting (openvinotoolkit#2360)

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• Fix e2e (openvinotoolkit#2366)

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• Add Dino head unit tests (openvinotoolkit#2344)

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• Update for release 1.4.0rc2 (openvinotoolkit#2370)

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Commits on Jul 19, 2023

• Fix NNCF training on CPU (openvinotoolkit#2373)

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• Align label order between Geti and OTX (openvinotoolkit#2369)

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• Remove CenterCrop from Classification test pipeline and editing missing docs link (openvinotoolkit#2375)

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Commits on Jul 20, 2023

• Fix H-label classification (openvinotoolkit#2377)

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Commits on Jul 21, 2023

• Update for release 1.4 (openvinotoolkit#2380)

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• Switch to PTQ for sseg (openvinotoolkit#2374)

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• Fix invalid import structures in otx.api (openvinotoolkit#2383)

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• Update for 1.4.0rc4 (openvinotoolkit#2385)

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Commits on Jul 25, 2023

• [release 1.4.0] XAI: Return saliency maps for Mask RCNN IR async infer (openvinotoolkit#2395)

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• Update for release 1.4.0 (openvinotoolkit#2399)

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Commits on Jul 31, 2023

• Fix broken links in documentation (openvinotoolkit#2405)

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Commits on Aug 1, 2023

• Update exportable code README (openvinotoolkit#2411)

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Commits on Aug 2, 2023

• Updated for release 1.4.1 (openvinotoolkit#2412)

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Commits on Aug 18, 2023

• Add workaround for the incorrect meta info M-RCNN (used for XAI) (openvinotoolkit#2437)

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• Add model category attributes to model template (openvinotoolkit#2439)

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Commits on Aug 21, 2023

• Update for 1.4.2rc1 (openvinotoolkit#2441)

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• Fix label list order for h-label classification (openvinotoolkit#2440)

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Commits on Aug 22, 2023

• Modified fq numbers for lite HRNET (openvinotoolkit#2445)

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Commits on Aug 24, 2023

• Update PTQ ignored scope for hrnet 18 mod2 (openvinotoolkit#2449)

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Commits on Aug 25, 2023

• Fix OpenVINO inference for legacy models (openvinotoolkit#2450)

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Commits on Aug 27, 2023

• Update for 1.4.2rc2 (openvinotoolkit#2455)

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Commits on Aug 28, 2023

• Prevent zero-sized saliency map in tiling if tile size is too big (openvinotoolkit#2452)

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Commits on Aug 29, 2023

• Update pot fq reference number (openvinotoolkit#2456)

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Commits on Sep 1, 2023

• Bump datumaro version to 1.5.0rc0 (openvinotoolkit#2470)

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• Set tox version constraint (openvinotoolkit#2472)

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Commits on Sep 4, 2023

• Bug fix for albumentations (openvinotoolkit#2467)

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Commits on Sep 6, 2023

• update for release 1.4.2rc3

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Commits on Sep 7, 2023

• Add a dummy hierarchical config required by MAPI (openvinotoolkit#2483)

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Commits on Sep 8, 2023

• bump version to 1.4.2rc4

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Commits on Sep 18, 2023

• Bump datumaro version (openvinotoolkit#2502)

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Commits on Sep 19, 2023

• Upgrade nncf version for 1.4 release (openvinotoolkit#2459)

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• Update version for release 1.4.2rc5 (openvinotoolkit#2507)

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Commits on Sep 22, 2023

• Update for 1.4.2 (openvinotoolkit#2514)

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Commits on Sep 27, 2023

• create branch release/1.5.0

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Commits on Oct 10, 2023

• Delete mem cache handler after training is done (openvinotoolkit#2535)

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Commits on Oct 11, 2023

• Fix bug that auto batch size doesn't consider distributed training (openvinotoolkit#2533)

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• Apply fix progress hook to release 1.5.0 (openvinotoolkit#2539)

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• Re introduce adaptive scheduling for training (openvinotoolkit#2541)

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• Update for release 1.4.3rc1 (openvinotoolkit#2542)

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Commits on Oct 12, 2023

• Mirror Anomaly ModelAPI changes (openvinotoolkit#2531)

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• Re-introduce adaptive training (openvinotoolkit#2543)

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• Fix auto input size mismatch in eval & export (openvinotoolkit#2530)

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• Update ref. fq number for anomaly e2e2 (openvinotoolkit#2547)

  yunchu

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• Skip e2e det tests by issue2548 (openvinotoolkit#2550)

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• Add skip to chained TC for issue openvinotoolkit#2548 (openvinotoolkit#2552)

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• Update for release 1.4.3 (openvinotoolkit#2551)

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Commits on Oct 18, 2023

• Update MAPI for 1.5 release (openvinotoolkit#2555)

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Commits on Oct 19, 2023

• Update ModelAPI configuration (openvinotoolkit#2564)

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• Disable QAT for SegNexts (openvinotoolkit#2565)

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Commits on Oct 24, 2023

• Add Anomaly modelAPI changes to releases/1.4.0 (openvinotoolkit#2563)

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• Fix the CustomNonLinearClsHead when the batch_size is set to 1 (openvinotoolkit#2571)

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• Update ModelAPI configuration (openvinotoolkit#2564 from 1.4) (openvinotoolkit#2568)

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• Update for 1.4.4rc1 (openvinotoolkit#2572)

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Commits on Oct 25, 2023

• Hotfix DatasetEntity.get_combined_subset function loop (openvinotoolkit#2577)

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Commits on Oct 27, 2023

• Revert default input size to Default due to YOLOX perf regression (openvinotoolkit#2580)

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Commits on Oct 31, 2023

• Fix for the degradation issue of the classification task (openvinotoolkit#2585)

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• Bump datumaro version to 1.5.1rc3 (openvinotoolkit#2587)

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• Add label ids to anomaly OpenVINO model xml (openvinotoolkit#2590)

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Commits on Nov 1, 2023

• Fix DeiT-Tiny model regression during class incremental training (openvinotoolkit#2594)

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• Add label ids to model xml in release 1.5 (openvinotoolkit#2591)

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• Fix DeiT-Tiny regression test for release/1.4.0 (openvinotoolkit#2595)

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Commits on Nov 6, 2023

• Fix mmcls bug not wrapping model in DataParallel on CPUs (openvinotoolkit#2601)

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• Fix h-label loss normalization issue w/ exclusive label group of singe label (openvinotoolkit#2604)

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Commits on Nov 7, 2023

• Boost up Image numpy accessing speed through PIL (openvinotoolkit#2586)

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• Add missing import pathlib for cls e2e testing (openvinotoolkit#2610)

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• Fix division by zero in class incremental learning for classification (openvinotoolkit#2606)

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Commits on Nov 8, 2023

• Unify logger usage (openvinotoolkit#2612)

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• Fix XAI algorithm for Detection (openvinotoolkit#2609)

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Commits on Nov 9, 2023

• Tighten dependency constraint only adapting latest patches (openvinotoolkit#2607)

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• Add metadata to optimized model (openvinotoolkit#2618)

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• modify omegaconf version constraint

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• [release 1.5.0] Fix XAI algorithm for Detection (openvinotoolkit#2617)

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Commits on Nov 10, 2023

• Update dependency constraint (openvinotoolkit#2622)

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• Update tpp (openvinotoolkit#2621)

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• Fix h-label bug of missing parent labels in output (openvinotoolkit#2626)

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• Update publish workflow (openvinotoolkit#2625)

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• Merge branch 'releases/1.5.0' into releases/1.4.0 for mergeback 1.4.4 to 1.5.0

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• bump datumaro version to ~=1.5.0

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• fixed mistake while mergeing back 1.4.4

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• modifiy readme

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Commits on Nov 13, 2023

• remove openvino model wrapper class

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• remove openvino model wrapper tests

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• [release 1.5.0] DeiT: enable tests + add ViTFeatureVectorHook (openvinotoolkit#2630)

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• Fix docs broken link to datatumaro_h-label

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• Fix wrong label settings for non-anomaly task ModelAPIs

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• Merge branch 'releases/1.5.0' into mergeback/1.4.4-to-1.5.0

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• Merge pull request openvinotoolkit#2629 from openvinotoolkit/mergeback/1.4.4-to-1.5.0

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Commits on Nov 14, 2023

• Update publish workflow for tag checking (openvinotoolkit#2632)

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• Merge branch 'releases/1.5.0' into mergeback/1.5.0

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Commits on Nov 15, 2023

• Update e2e tests for XAI Detection (openvinotoolkit#2634)

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• Merge pull request openvinotoolkit#2633 from openvinotoolkit/mergeback/1.5.0

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• Disable QAT for newly added models (openvinotoolkit#2636)

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• Update release note and readme (openvinotoolkit#2637)

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• Merge branch 'releases/1.4.0' into mergeback/1.4.4rc2

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• update release note and, changelog, and readme

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• Merge branch 'releases/1.5.0' into mergeback/1.4.4rc2

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Commits on Nov 16, 2023

• Merge pull request openvinotoolkit#2639 from openvinotoolkit/mergeback/1.4.4rc2

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• Merge branch 'releases/1.5.0' into mergeback/1.5.0

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• update version string to 1.6.0dev

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• fix datumaro version to 1.6.0rc0

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Commits on Nov 17, 2023

• Mergeback 1.5.0 to develop (openvinotoolkit#2642)

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• Revert "Mergeback 1.5.0 to develop" (openvinotoolkit#2645)

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• Merge pull request openvinotoolkit#2646 from openvinotoolkit/mergeback/1.5.0

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Commits on Nov 20, 2023

• Add a tool to help conduct experiments (openvinotoolkit#2651)

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• Revert inference batch size to 1 for instance segmentation (openvinotoolkit#2648)

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• Remove unnecessary log while building a model (openvinotoolkit#2658)

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• Fix a minor bug of experiment.py (openvinotoolkit#2662)

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• Not check avg_time_per_image during test (openvinotoolkit#2665)

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• Merge remote-tracking branch 'origin/develop' into develop-idev

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• Update device selection logic in classificaiton

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• Add xpu accelerator

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• Tmp patch for anomaly trainer

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• Use XPU callback for anomaly training

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Commits on Nov 27, 2023

• Update xpu accelerator

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Commits on Nov 29, 2023

• Fix for anomaly xpu callback

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• Fix validation batch logic

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• Merge remote-tracking branch 'origin/develop-idev' into vs/anomaly_xpu

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• Cleanup, add docstrings

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• Refine xpu callback

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