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Add Weights and Biases Experiment tracking#18

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AyushExel wants to merge 3 commits into
NVlabs:masterfrom
AyushExel:wandb
Open

Add Weights and Biases Experiment tracking#18
AyushExel wants to merge 3 commits into
NVlabs:masterfrom
AyushExel:wandb

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@AyushExel
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This PR adds support for experiment tracking using W&B. Each part of the stylegan2 pipeline is treated as a separate process.

  • The progress of training, projection, and generation can be accessed from the W&B dashboard.

ezgif com-gif-maker

  • The model and the system metrics are also automatically logged

ezgif com-gif-maker (2)

  • The model checkpoints are versioned and logged as W&B artifacts as they get saved locally

ezgif com-gif-maker (4)
Here's the link to the public dashboard used in this example.

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