fix wrapper constructor in ErrorAnalysisManager and RAIVisionInsights load call for RAI Vision Dashboard #2560
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Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## main #2560 +/- ##
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- Coverage 78.61% 78.19% -0.43%
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Files 36 36
Lines 2619 2628 +9
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- Hits 2059 2055 -4
- Misses 560 573 +13
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tongyu-microsoft
approved these changes
Apr 26, 2024
… load call for RAI Vision Dashboard
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Description
Fix customer reported issue where RAIVisionInsights is not able to load a pytorch model, thus the RAI Vision component is able to run but there is no dynamic functionality for the dashboard. The error is only happening for torchvision models because they are evaluated with calls to predict function in ml-wrappers. However, the load call does not setup the model in a similar way to the init method, hence the predict call fails, and the dashboard fails to load. This PR fixes the wrap_model setup and adds a test case to validate dashboard can be saved and reloaded for torchvision models.
The error message is specifically:
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