Pytorch Vision Classification with Resnet 152 with Tesla T4 GPU Performance

The following graphs show various metrics when running Pytorch Vision Classification with Resnet 152 with Tesla T4 GPU pipeline. See the glossary for definitions.

What is the estimated cost to run the pipeline?

RunTime and EstimatedCost

RunTime and EstimatedCost

How has various metrics changed when running the pipeline for different Beam SDK versions?

AvgThroughputBytesPerSec by Version

AvgThroughputBytesPerSec by Version

AvgThroughputElementsPerSec by Version

AvgThroughputElementsPerSec by Version

How has various metrics changed over time when running the pipeline?

AvgThroughputBytesPerSec by Date

AvgThroughputBytesPerSec by Date

AvgThroughputElementsPerSec by Date

AvgThroughputElementsPerSec by Date