Tracking Results during Training

Result Trackers

• Using MLflow
  • Pipeline Example
  • HPO Example
  • Reusing Experiments
  • Adding Tags
• Using Weights and Biases
  • Pipeline Example
  • HPO Example
• Using Tensorboard
  • Installing Tensorboard
  • Starting Tensorboard
  • Minimal Pipeline Example
  • Specifying a Log Name
  • Specifying a Custom Log Directory
  • Minimal HPO Pipeline Example
• Using File-Based Tracking
  • Minimal Pipeline Example with CSV
  • Specifying a Name
  • Combining with tail
  • Pipeline Example with JSON