Colin: Add ClearML task.

Anyhow, it seems that moving it to main() didn't help. Any ideas?

Also, what ClearML SDK version?

Yes, it trains fine. I can even look at the console output

Sure, I can give that a try!

Local in the sense that my team member set it up, remote to me

Are you using a local server?

Server version?

Here's the actual script I'm using

Tried it. Updated the script (attached) to add it to the main function instead. Then ran it locally. Then aborted the job. Then "reset" the job on clearML web interface and ran it remotely on a GPU queue. as you can see in the log (attached) there is loss happening, but it's not showing up in the scalars (attached picture):

edit: where I ran it after resetting

Before I enqueued the job, I manually edited Installed Packages thus:
boto3 datasets clearml tokenizers torchand added
pip install git+to the setup script.

And the docker image is
nvidia/cuda:11.2.2-cudnn8-runtime-ubuntu18.04

I did all that because I've been having this other issue: https://clearml.slack.com/archives/CTK20V944/p1624892113376500

essentially running this: https://github.com/huggingface/transformers/blob/master/examples/pytorch/language-modeling/run_mlm.py

not much different from the HuggingFace version, I believe

Can you move the Task.init() call to the main() function?

here's console output with loss being output

yup

Before I enqueued the job, I manually edited Installed Packages thus

Didn't it already have clearml in the dependencies?

I'm scrolling through the other thread to see if it's there

Long story, but in the other thread I couldn't install the particular version of transformers unless I removed it from "Installed Packages" and added it to setup script instead. So I took to just throwing in that list of packages.

SuccessfulKoala55 the clearml version on the server, according to my colleague, is:
clearml-agent --version CLEARML-AGENT version 1.0.0

Do I get the server version from the https://app.pro.clear.ml UI somewhere SuccessfulKoala55 ?

And the server version? You can see it in the profile page

I went to https://app.pro.clear.ml/profile and looked in the bottom right. But would this tell us about the version of the server run by Dan?

IrritableOwl63 in the profile page, look at the bottom right corner

In my profile page it's 1.0.2

SuccessfulKoala55 I think I just realized I had a misunderstanding. I don't think we are running a local server version of ClearML, no. We have a workstation running a queue/agents, but ClearML itself is via http://app.pro.clear.ml , I don't think we have ClearML running locally. We were tracking experiments before we setup the queue and the workers and all that.

IrritableOwl63 can you confirm - we didn't setup our own server to, like, handle experiment tracking and such?

When I was answering the question "are you using a local server", I misinterpreted it as "are you running the agents and queue on a local server station".

As in, I edit Installed Packages, delete everything there, and put that particular list of packages.

That's what I meant 🙂

And how do you log the metrics in your code?

This is when running remotely, right?