Reproduction:

• Start a training run for 10 steps with checkpointing set to 5 steps
• Quit run after 6 steps
• Start new run with resume_from_checkpoint

Training runs as expected, but all information before step 5 is lost as the same wandb session of the initial run is not resumed.

The same wandb session should be continued to preserve validation videos and other data