I want to use TensorBoard to visualize results stored on an S3 server, without downloading them to my machine. Ideally, this would work:
$ tensorboard --logdir s3://mybucket/summary
Assuming the tfevents files are stored under summary. However this does not work and returns UnimplementedError: File system scheme s3 not implemented.
Is there some workaround to enable TensorBoard to access the data on the server?
The S3 File system plugin for tensorflow was released in Version 1.4 in early October. You'll need to make sure your tensorflow-tensorboard version is at least pip install tensorflow-tensorboard==0.4.0-rc1
Then you can start the server:
tensorboard --logdir=s3://root-bucket/jobs/4/train