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You can also use the Amazon SageMaker Debugger Profiling Report to capture system metrics.
The report provides information on the following:
- System usage statistics
- Framework metrics
- Rule evaluation results
- Step durations
- GPU utilization
- Batch size
- CPU bottlenecks
- I/O bottlenecks
- Workload balancing
- GPU memory
answered 3 years ago
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