[WIP] Training hang detection based on XPU Timer metric. #1288
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BalaBalaYi
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workingloong,
samplise and
majieyue
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dlrover/python/diagnosis/inferencechain/inferenceoperator/check_training_hang_operator.py
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dlrover/python/diagnosis/inferencechain/inferenceoperator/check_training_hang_operator.py
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Codecov ReportAttention: Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## master #1288 +/- ##
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+ Coverage 80.34% 80.49% +0.14%
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Files 222 222
Lines 20481 20622 +141
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+ Hits 16456 16599 +143
+ Misses 4025 4023 -2 ☔ View full report in Codecov by Sentry. |
# Conflicts: # dlrover/python/diagnosis/common/constants.py # dlrover/python/diagnosis/common/diagnosis_action.py # dlrover/python/elastic_agent/torch/training.py # dlrover/python/master/node/job_manager.py # dlrover/python/master/servicer.py # dlrover/python/tests/test_diagnosis.py # dlrover/python/tests/test_diagnosis_agent.py # dlrover/python/tests/test_job_manager.py # dlrover/python/util/time_util.py
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What changes were proposed in this pull request?
CheckTrainingHangOperatorbased on XPU Timer metric.JobManagerinDiagnosisDataManager.Dequeinstead ofListinDiagnosisDataManagerto avoid data explosion.Why are the changes needed?
Training hang detection POC.
Does this PR introduce any user-facing change?
No.
How was this patch tested?
UT.