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PyTorch Samples

Model Training with Containers on AI Platform

  • PyTorch: Deep Neural Network - How to train a PyTorch model on AI Platform using a custom container with a image dataset, mnist, to classify handwritten digits.
  • PyTorch: Sequential - How to train a PyTorch model on AI Platform using a custom container with a structured dataset, sonar signals, to predict whether the given sonar signals are bouncing off a metal cylinder or off a cylindrical rock.

Hyperparameter Tuning (HP Tuning) with Containers

  • PyTorch: Sequential / HP Tuning - How to train a PyTorch model on AI Platform using a custom container and Hyperparameter Tuning with a structured dataset, sonar signals, to predict whether the given sonar signals are bouncing off a metal cylinder or off a cylindrical rock.