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GrumpyPenguin23
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23 Questions, 149 Answers
  Active since 10 January 2023
  Last activity one year ago

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8 × Eureka!
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621 Views
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The party continues on reddit. I'm sure there will be questions from non-users, I hope you could all join in and answer! https://www.reddit.com/r/MachineLear...
2 years ago
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2 years ago
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Back with another episode of the CLEAR show! Considering the feedback was no turtle πŸ˜‰ we took care of that. See how easy it is to start a worker on a google...
3 years ago
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2 years ago
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Heads up - our workspace is now renamed to clearml, the channel renaming is happening now. BTW there is also a formal blog post for the launch https://tinyur...
3 years ago
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Dear , We are happy to announce that we will be officially changing the Trains product name. The official announcement will be made in January, but we wanted...
3 years ago
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Hi,
Hi, ,release notes time! Trains 0.16.4 and Agent 0.16.2 are out! πŸ‘ πŸ‘ πŸ‘ πŸ‘ πŸ‘ πŸ‘ πŸ‘ πŸ‘ πŸ‘ πŸ‘ πŸ‘ πŸ‘ πŸ‘ πŸ‘ First we would like to thank all of you that starr...
3 years ago
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3 years ago
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Friendly reminder that exists
3 years ago
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Hi everyone - quick show of hands, is anyone here interested in trains related memes?
3 years ago
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509 Views
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November poll! Choose our new product name! https://twitter.com/allegroAI/status/1324743895364915200 AND/OR https://docs.google.com/forms/d/1t6QncHM6_PHHNFNl...
3 years ago
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Eventually yes πŸ˜„ and sooner if you submit a feature request, much sooner if you suhmit a pull request πŸ˜†
3 years ago
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Hey, quick show of hands, who's seen T Guerre in our videos yet?
3 years ago
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One of you (name is safe and sound with me πŸ˜‰ ) realised that the new name, ClearML, reminded him of some other family of products. He designed an alternativ...
3 years ago
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CloudyHamster42 do you want to move our discussion from FB here?
3 years ago
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Hi Everyone. A nice gist showing how to plug ClearML into sagemaker - i.e. the system env parameters that need to be set https://gist.github.com/YogevKr/de85...
3 years ago
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3 years ago
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Hey y'all, if you want to discuss clearml in meme form, note that we have a new channel for that:
3 years ago
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PS - this one was made with you in my mind and heart https://youtu.be/r2BMMDzfyA0
2 years ago
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Dear community! I'm trying out a new way to make clearml-related content. I'd like your opinion on whether this is something you would consider watching (pro...
3 years ago
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Just a quick note for everyone here, I'm giving a webinar tomorrow, pretty basic ClearML stuff but we end up with a pipeline like this πŸ™‚ So if you know anyo...
3 years ago
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Kudos JuicyFox94 on the effort! If we could clone you and reproduce you as easily as we do to our experiments... ☸️ πŸ… https://twitter.com/lstmeow/status/135...
3 years ago
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Notice Pytorch Lightning users: PL issue 249 is in fact a non issue starting from Lightning 1.0. No need for any special loggers for the time being, just the...
3 years ago
0 And Sure I Want To Ask About Approaches To Manage Mlops And Really Useful Recommendations To Start Work With It. Maybe Do You Have Some Favourite Related Articles?

Hi, this really depends on what your organisation agrees is within MLOps control and what isn't. I think this blogpost is a must read:
https://laszlo.substack.com/p/mlops-vs-devops
and here is a list of infinite amount of MLOps content:
https://github.com/visenger/awesome-mlops
Also, are you familiar with the wonderful MLOPS.community? The meetup and podcasts are magnificent (also look for me in their slack)
https://mlops.community/

3 years ago
0 Hi Clearml Community. I Interviewed Nir Bar-Lev On The Practical Ai Podcast, So I Had Allegro/Clearml In The Back On My Mind. I’M Launching A New Project At My Org Now, And I Think Clearml Might Be A Good Fit. Questions That Have Come Up Are:

Hi there, Evangelist for ClearML here. What you are describing is a conventional provisioning solution such as SLURM. And that works with ClearML as well ☺ btw a s survivor of such provisioning schemes I don't think they are always worth it

3 years ago
0 I'M New To Clearml And I'D Like To Deploy An Inference Service Based On My Trained Model, Something Like What Bentoml Does Wrapping Flask Api... Is There A Way To Do It Within Clearml?

It depends on what you mean by deployment, and what kind of inference you plan to do (ie rt vs batched etc)
But overall currently serving itself is not handled by the open source offering, mainly because there are so many variables and frameworks to consider.
Can you share some more details about the capabilities you are looking for? Some essentials like staging and model versioning are handled very well...

3 years ago
0 Is There A Way To Automatically Log The Cmd Args As Hp In The Server? I'M Logging Into

Which parser are you using? argparse should be logged automatically.

3 years ago
0 Hey! I Just Finished The Movie

Hmm... For quick and dirty integration that would probably do the trick, you could very well issue clearml-task commands on each kubeflow vertex (is that how they are called?)
What do you think AgitatedDove14 ?

3 years ago
0 Hey! I Just Finished The Movie

I'm a movie star 🀩

3 years ago
0 Just Getting Started With Clearml, Any Recommended Videos On How To Get A Sample Project Up? I Am Using The One On Their Youtube Channel Right Now But I Am A Bit Confused As How To Use The Demoapp

Oh hey, did someone mention my name on this thread? MiniatureCrocodile39 did you manage to create a pycharm virtual env with clearml installed?

3 years ago
0 Who Else Besides Christine Got This Error?

Looks like incomplete build of pytorch. What are we looking at. And who's christine?

3 years ago
3 years ago
0 Hi, Is There Any Example Which Demonstrates A Typical Workflow Of Model Handling? Especially, I Would Like To Know How To Specify And Download A Model, Which Is Trained In Former Experiments. Thanks!

Hi SoggyFrog26 welcome to ClearML!

The way you found definitely works very well, especially since you can use it to change the input model from the UI in case you use the task as a template for orchestrated inference.

Note that you can wrap metadata around the model as well such as labels trained on and network structure, you can also use a model package to ... well package whatever you need with the model. If you want a concrete example I think we need a little more detail here on the fr...

3 years ago
2 years ago
0 Hey All. Thinking About Organisation Of Artefacts And How We Store Them In S3. We Have Been Using The

TenseOstrich47 as i might have stated earlier, I'm doing a low-key build of something like this. Thanks to your question I know what to focus on when showcasing πŸ˜‡ β™₯

Here's what's already been done https://youtu.be/xliX3IhNdmw

2 years ago
0 Hey All. Thinking About Organisation Of Artefacts And How We Store Them In S3. We Have Been Using The

Hi TenseOstrich47 sorry for the long wait, here is a video + code of how to put any sort of metadata inside your clearml model artifact πŸ˜‰ We will also be improving this, so if you have feature requests we would love to hear about them
https://www.youtube.com/watch?v=WIZ88SmT58M&list=PLMdIlCuMqSTkXBApOMqg2S5IeVfnkq2Mj&index=12

2 years ago
0 Does Clearml Have An Integrated Approach To Querying Model Metrics? The Objective Is To Log All Model Run Outputs In Order To Be Able To Query Them For Deployment At A Later Stage. As It Stands, I Am Currently Developing My Own Package To Log The Metrics

Well TenseOstrich47 you can certainly add any metadata to the model itself at training time (or as a post-training job if the model is not published). I'm actually doing a couple of videos on this on the ClearSHOW, tomorrow's episode should explain this approach and there will be examples next week. DM me here if you want to know more.
https://www.youtube.com/watch?v=r2BMMDzfyA0&list=PLMdIlCuMqSTkXBApOMqg2S5IeVfnkq2Mj

2 years ago
0 Off Topic - Is There A Slack / Discord Community For General Ml Discussions?

There are an astounding number of such channels actually. It probably depends on your style. Would you like me to recommend some?

Of course we can always create a channel here as well... One more can't hurt πŸ˜‰

2 years ago
0 Off Topic - Is There A Slack / Discord Community For General Ml Discussions?

Okay, I'll make a channel here today, and the sticky post on it would be a list of other channels πŸ’ͺ

For now here is one of my favorites:

https://discord.gg/v4BfukdZ

2 years ago
0 Another Question, Im Working With Dynamic Resource Allocation System, Is There A Way To See What Type Of Gpus Were Used For The Experiment?

Hi Elron, I think the easiest way is to print the results of !nvidia-smi or use the framework interface to get these and log them as a clearml artifact. for example -
https://pytorch.org/docs/stable/cuda.html

2 years ago
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