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Posted to github@beam.apache.org by "github-actions[bot] (via GitHub)" <gi...@apache.org> on 2023/08/09 22:08:45 UTC
[GitHub] [beam] github-actions[bot] commented on issue #27077: Performance Regression or Improvement: Pytorch image classification on 50k images of size 224 x 224 with resnet 152 with Tesla T4 GPU:mean_load_model_latency_milli_secs
github-actions[bot] commented on issue #27077:
URL: https://github.com/apache/beam/issues/27077#issuecomment-1672227134
Performance change found in the
test: `pytorch_image_classification_benchmarks-resnet152-GPU-mean_load_model_latency_milli_secs` for the metric: `mean_load_model_latency_milli_secs`.
For more information on how to triage the alerts, please look at
`Triage performance alert issues` section of the [README](https://github.com/apache/beam/tree/master/sdks/python/apache_beam/testing/analyzers/README.md#triage-performance-alert-issues).
`Test description:` Pytorch image classification on 50k images of size 224 x 224 with resnet 152 with Tesla T4 GPU. Test link - https://github.com/apache/beam/blob/42d0a6e3564d8b9c5d912428a6de18fb22a13ac1/.test-infra/jenkins/job_InferenceBenchmarkTests_Python.groovy#L151 Test dashboard - http://104.154.241.245/d/ZpS8Uf44z/python-ml-runinference-benchmarks?orgId=1&viewPanel=7
```
timestamp: Wed Aug 9 20:22:26 2023, metric_value: 224696.44 <---- Anomaly
timestamp: Sun Aug 6 20:11:28 2023, metric_value: 168483.14
timestamp: Sat Aug 5 20:15:50 2023, metric_value: 178606.28
timestamp: Fri Aug 4 20:17:43 2023, metric_value: 193685.41
timestamp: Thu Aug 3 20:33:48 2023, metric_value: 175384.55
timestamp: Wed Aug 2 15:48:49 2023, metric_value: 180097.67
timestamp: Tue Aug 1 20:21:43 2023, metric_value: 187113.02
timestamp: Tue Jul 18 20:18:01 2023, metric_value: 169408.30
timestamp: Mon Jul 17 20:17:35 2023, metric_value: 179341.26
timestamp: Sun Jul 16 20:12:41 2023, metric_value: 163747.60
timestamp: Fri Jul 14 20:20:19 2023, metric_value: 172176.19
```
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