ML03: PyTorch vs. Tensorflow

ML03: PyTorch vs. Tensorflow

PyTroch — a promising framework for DL

Advantages of PyTroch

  • PyTorch is more Pyhonic than TensorFlow.
  • TensorFlow doesn’t outperform PyTorch on speed.
  • Skyrocketingly growing number of PyTorch users.

Disadvantages of PyTroch

  • Few resources including books and online discussions about PyTorch compared to those about TensorFlow.

Outline

_(1) Architecture of PyTorch & TensorFlow

_(2) Performance of PyTorch & TensorFlow

_(3) Popularity of PyTorch & TensorFlow

_(4) Conclusion

_(5) Reference

pytorch deep-learning machine-learning neural-networks tensorflow

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