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Posted to github@beam.apache.org by "github-actions[bot] (via GitHub)" <gi...@apache.org> on 2024/11/05 22:14:50 UTC
[I] Performance Regression or Improvement: pytorch_image_classification_benchmarks-resnet101-mean_load_model_latency_milli_secs:mean_load_model_latency_milli_secs [beam]
github-actions[bot] opened a new issue, #33023:
URL: https://github.com/apache/beam/issues/33023
Performance change found in the
test: `pytorch_image_classification_benchmarks-resnet101-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 101.
Test link - https://github.com/apache/beam/blob/42d0a6e3564d8b9c5d912428a6de18fb22a13ac1/.test-infra/jenkins/job_InferenceBenchmarkTests_Python.groovy#L34
Test dashboard - http://metrics.beam.apache.org/d/ZpS8Uf44z/python-ml-runinference-benchmarks?orgId=1&viewPanel=7
```
timestamp: Tue Nov 5 04:27:04 2024, metric_value: 91907.90
timestamp: Mon Nov 4 04:26:17 2024, metric_value: 148343.87
timestamp: Sun Nov 3 04:22:51 2024, metric_value: 141829.57 <---- Anomaly
timestamp: Sat Nov 2 04:20:46 2024, metric_value: 90186.07
timestamp: Fri Nov 1 04:25:53 2024, metric_value: 87144.09
timestamp: Thu Oct 31 04:19:57 2024, metric_value: 86926.41
timestamp: Wed Oct 30 04:23:19 2024, metric_value: 89087.77
timestamp: Tue Oct 29 04:21:39 2024, metric_value: 88355.15
timestamp: Mon Oct 28 04:27:57 2024, metric_value: 137779.93
timestamp: Sun Oct 27 04:24:54 2024, metric_value: 87298.73
timestamp: Sat Oct 26 04:20:24 2024, metric_value: 86911.30
timestamp: Fri Oct 25 04:25:01 2024, metric_value: 87322.19
timestamp: Thu Oct 24 04:21:30 2024, metric_value: 91095.89
```
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Re: [I] Performance Regression or Improvement: pytorch_image_classification_benchmarks-resnet101-mean_load_model_latency_milli_secs:mean_load_model_latency_milli_secs [beam]
Posted by "liferoad (via GitHub)" <gi...@apache.org>.
liferoad closed issue #33023:
Performance Regression or Improvement: pytorch_image_classification_benchmarks-resnet101-mean_load_model_latency_milli_secs:mean_load_model_latency_milli_secs
URL: https://github.com/apache/beam/issues/33023
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