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GrumpyPenguin23
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23 Questions, 149 Answers
  Active since 10 January 2023
  Last activity 2 years ago

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8 × Eureka!
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4 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:
4 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...
4 years ago
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CloudyHamster42 do you want to move our discussion from FB here?
4 years ago
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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...
4 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...
4 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...
4 years ago
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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...
3 years ago
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Hi everyone - quick show of hands, is anyone here interested in trains related memes?
4 years ago
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Friendly reminder that exists
4 years ago
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PS - this one was made with you in my mind and heart https://youtu.be/r2BMMDzfyA0
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...
4 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˜†
4 years ago
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4 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...
4 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...
4 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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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...
4 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...
4 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...
4 years ago
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3 years ago
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3 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...
4 years ago
0 Has Anyone Gotten This Error Before:

Sure we do! Btw MiniatureCrocodile39 iirc I answered one of your threads with a recording to a webinar of mine

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

I'm specifically interested in the model-first queries you would like to do (as experiment-first queries are fully featured, we want to understand whats the best way to take that into models)

3 years ago
0 Hey Guys, I Just Published (My Second Over All) Article On Medium

WickedGoat98 I gave you a slight twitter push πŸ˜‰ if I were I would make sure that the app credentials you put on your screen shot are revoked πŸ™ πŸ˜‡

4 years ago
0 I Suppose The

Thanks for your interest in the enterprise offering πŸ•ΆοΈ I would much rather if we kept this slack workspace for the open-source solution we all know and love. You can email me at mailto:ariel@clear.ml for more info. For a short answer: the Data lineage is about an order of magnitude cooler, and hyperdatasets can be thought of "beyond feature stores for unstructured data". Does this help?

4 years ago
3 years ago
0 How Do People Generally Handle Moving From Experimental Mode With Notebooks And Then Running Pipelines For Production Training And Beyond?

Well in general there is no one answer. I can talk about it for days. In ClearML the question is really a non issue since of you build a pipeline from notebooks on your dev in r&d it is automatically converted to python scripts inside containers. Where shall we begin? Maybe you describe your typical workload and intended deployment with latency constraints?

3 years ago
0 Hello All, I Am Using Community Server And I Could Not Find Feature Store On My Ui. Any Configuration To Make It Appear? Thanks

I guess the product offering is not so clear yet (pun intended) the self-deployed option is completely free and open source. The enterprise offering is something entirely different
https://clear.ml/pricing/
The "feature store" you see in the free tier is what I am alluding to

3 years ago
0 Hello Everyone! Found Some Strange Behavior With Histogram Logging: When I View My Neural Network Weight Distribution, I See The First Picture In Tensorboard And The Second In Trains Plots Tab. Tensorboard Plots Expected Unimodal Histogram, But Trains Cl

From what i remember the bins in tb are wider. And the tapering off around zero cannot be real since this happens in super sparse modela. Overall if you are sure, than this is a nice issue to open on GitHub.

4 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

3 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

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?

4 years ago
0 My Agent Is Not Fully Utilized. I Wonder Anyhow I Could Run Multi-Task On A Same Agent Without Queuing?

HugePelican43 as AgitatedDove14 says, that's a slippery slope to out-of-memory land. If you have Nvidia A100 you can use multiple agents in MIG mode, sort of like containerized hardware if you never heard of it.
Other than that I do not recommend. Max out utilisation for each task instead.

3 years ago
0 I Am Using Pytorch Lightning With Ddp Accelerator On 4 Gpus, And I Found Every Checkpoint Is Recorded 4 Times On Web Ui With Different Ids. One Is On

Hi! Looks like all the processes are calling torch.save so it's probably reflecting what Lightning did behind the curtain. Definitely not a feature though. Do you mind reporting this to our github repo? Also, are you also getting duplicate experiments?

4 years ago
0 Hi, If I Want To Report Image With Detection Results, But It Will Take Up Too Much Hard Disk Space By Upload Or Save New Pic With Detection Results, Is There Any Solution That I Can Save A Json File With Detection Results, And Load This While Open The Web

Hi SubstantialBaldeagle49 ,

certainly if you upload all the training images or even all the test images it will have a huge bandwidth/storage cost (I believe bandwidth does not matter e.g. if you are using s3 from ec2) If you need to store all the detection results (for example, QA, regression testing), you can always save the detections json as artifact and view them later in your dev environment when you need. The best option would be to only upload "control" images and "interesting" im...

4 years ago
3 years ago
0 Hmm Is There Any Clear (Pun Intended) Documentation On The Roles Of Storagemanager, Dataset And Artefacts? It Seems To Me There Are Various Overlapping Roles And I'M Not Sure I Fully Grasp The Best Way Of Using Them. Especially When Looking At The Way Da

JealousParrot68 Some usability comments - Since ClearML is opinionated, there are several pipeline workflow behaviors that make sense if you use Datasets and Artefacts interchangeably, e.g. the step caching AgitatedDove14 mentioned. Also for Datasets, if you combine them with a dedicated subproject like I did on my show, then you have the pattern where asking for the dataset of that subproject will always give you the most up-to-date dataset. Thus you can reuse your pipelines without havin...

3 years ago
0 Hi, There'S Something I Don'T Find Too Logical When Using Clearml And Its Agents. I Will Need To Run My Code Once On My Client Computer This Is Without Gpus. And Then I Will Need To Run It Via The Ui On Clearml Server That Has Gpus. Why Can'T I Configure

Hi SubstantialElk6 , have a look at Task.execute_remotely, and it's especially for that. For instance in the recent webinar, I used pytorch-cpu on my laptop and task.execute_remotely. the agent automatically installs the GPU version. Example https://github.com/abiller/events/blob/webinars/webinars/flower_detection_rnd/A1_dataset_input.py

4 years ago
0 Hi Can You Help Me Debug This From Clearml-Data?

I'm not sure I can help with the technicality, but here is a basic question you'll be aksed - are you able to download anything from your minio using ClearML?

3 years ago
0 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

BattyLion34 this is up to the discretion of the meetup organizers. At any case, I am going to use the same demos to create several of my stuffed animal videos (we can also upload the same videos without the stuffed animals if there is demand for that)

4 years ago
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