Guild supports a variety of techniques for comparing runs. You may want to compare runs for a variety of reasons:
- Find the training run with the lowest loss or highest accuracy
- Compare hyperparameters and other configuration to understand why an operation failed or succeeded
- Compare output generated by runs
For more information, see help for the following commands:
Compare run loss and accuracy.
Diff two runs.
Open Guild View, which supports run exploration and comparison.
Open TensorBoard, which supports run scalar comparison.