Beam IO Performance
Various Beam pipelines measure characteristics of reading from and writing to various IOs.
Available Metrics
Various metrics were gathered using the Beam SDK Metrics API from a pipeline Job running on Dataflow.
See the glossary for a list of the metrics and their definition.
Measured Beam Java IOs
See the following pages for performance measures recorded when reading from and writing to various Beam IOs.
Measured Beam Python ML Pipelines
See the following pages for performance measures recorded when running various Beam ML pipelines.
- PyTorch Language Modeling BERT base
- PyTorch Language Modeling BERT large
- PyTorch Vision Classification Resnet 101
- PyTorch Vision Classification Resnet 152
- PyTorch Vision Classification Resnet 152 Tesla T4 GPU
- TensorFlow MNIST Image Classification
Last updated on 2025/04/10
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