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tfprof: TensorFlow Profiler and BeyondFull Document in
- Profile model architectures
- parameters, tensor shapes, float operations, device placement, etc.
- Profile model performance
- execution time, memory consumption
- Profile multiple steps.
- Auto profile and advise.
- accelerator utilization check
- expensive operation check
- operation configuration check
- distributed runtime check (Not OSS)
- Python API
- Command Line