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# tfprof: TensorFlow Profiler and Beyond
<h1>Please use `tf.profiler.xxx` instead of `tf.contrib.tfprof.xxx`</h1>
<h1>Full Document in <a href="https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/profiler/README.md">tensorflow/core/profiler/README.md</a><h1>
### Features
* 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)
### Interfaces
* Python API
* Command Line
* Visualization
* C++ API (Not public, contact us if needed.)
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