Using the get_weights(True)
I get ValueError: Could not retrieve a local copy of model weights <ID>, failed downloading <URL>
I get the URL to the checkpoint/weights
can I use this to download the weights?
Hi GrievingTurkey78task.models['output'][-1]
should return the last stored model.
What do you have under under task.models['output'][-1].url
I just want to retrieve the weights on a script that tests models I have trained in the past
For option 2 do I have to configure it on all agents or on the server?
Makes sense! Then where would I have to add output_uri
to save the weights?
Three options:
In your code: Task.init(..., output_uri='s3://.../'
2. Configure a default output_uri to be used by all tasks: https://github.com/allegroai/clearml/blob/64042f6c4fdaaf15b6c5f816f2fbf50f89c313e2/docs/clearml.conf#L156
3. In the UI after you clone a Task under Execution tab, "output" "destination"
In all cases output_uri can be:
/mnt/share/folder (if you have a shared folder between all machines. http://trains-server:8081/ gs://bucket azure://bucket/
Yes, that sounds like the issue, is the file actually there ?
I mean what is the actual link?
File:// is a path to a file.
If your machine cannot access that path you get an error.
For example:
file:///home/user/file.bin
translates to /home/user/file.bin
If you do not have the file /home/user/file.bin on your machine you get an error.
GrievingTurkey78 make sense ?
Note that by default trains / clearml will not upload your weights file anywhere , only if you set "output_uri" to a specific location it will do that .
On the server through the command line?