~/talk

Train TensorFlow models at cloud scale with TensorFlow Cloud

Talkat Google I/O 2021 · 2021-05-18..05-20· [machine-learning]
slides:none on file

Demo shows moving a NasNet training from Colab or Kaggle to Google Cloud by packaging the notebook and supplying three project parameters, authenticating, then calling tfc.run to launch remote jobs and inspect results in TensorBoard. It also runs hyperparameter search with Keras Tuner and tfc.run_cloudtuner, returns a link to live jobs, reports explored parameter trials and their scores, and confirms remote training and tuning complete successfully at cloud scale.

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