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AgitatedDove14
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48 Questions, 8051 Answers
  Active since 10 January 2023
  Last activity 8 months ago

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25 × Eureka!
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Lol, I wonder what the adblock rule was ;)
4 years ago
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apparently everyone can ...
4 years ago
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OMG Look who just joined the PyTorch EcoSystem None Yes! it is TRAINS πŸš† πŸŽ‰ 🎈
4 years ago
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4 years ago
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Gals, Guys & :robot_face: If you want to get some inspiration on building DL Continuous Integration pipelines, I suggest this post (obviously built on top of...
4 years ago
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9 Answers
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Hi
Hi https://github.com/allegroai/trains/releases/tag/0.15.1 / https://github.com/allegroai/trains-server/releases/tag/0.15.1 / https://github.com/allegroai/tr...
4 years ago
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Hi Guys! I have great news, we finally fully implemented support for continuing previously trained models πŸŽ‰ Here is a quick example (this is torch, but any ...
4 years ago
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YEY!!!! Download as CSV 🀯
2 years ago
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0 Votes 0 Answers 972 Views
4 years ago
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0 Votes 10 Answers 606 Views
Happy Friday everyone ! We have a new repo release we would love to get your feedback on πŸš€ πŸŽ‰ Finally easy FRACTIONAL GPU on any NVIDIA GPU 🎊 Run our nvidi...
9 months ago
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Quick note: v1.3.1 caused PipelineDecorator Tasks to by default disable the automagic frameworks connection, this bug is solved in the latest RC pip install ...
2 years ago
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🎊 🍾 Happy new year ! πŸŽ† πŸŽ‡ We wanted to thank you all for the great feedback, contribution and general support you guys give us. It is truly fulfilling to ...
3 years ago
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Hi
Hi :robot_face: , humans We have the new documentation site up and running πŸŽ‰ None 🎊 This is still a work in progress, so we keep the previous version alive...
3 years ago
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LSTMeow is back! Bots/Gals/Guys feel free to πŸ‘ None
4 years ago
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YummyWhale40 you are saying the example code is not working when running with the demo server? Also I think I was able to view your experiment on the demo se...
4 years ago
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I would guess connectivity issues, the TLS is probably python inaccurate response (I mean in a way, it is also a TLS error, but I would imagine this has more...
4 years ago
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Hi Guys/Gals, If you want to checkout the latest RC we have 0.15.0rc0 out : pip install trains==0.15.0rc0 pip install trains-agent==0.15.0rc0Many of the impr...
4 years ago
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Hello Everyone!
4 years ago
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5 months ago
0 Hello, There'S A Particular Metric (Perplexity) I'D Like To Track, But Clearml Didn'T Seem To Catch It. Specifically, This "Evaluation" Section Of Run_Mlm.Py In The Transformers Repo:

Clearml automatically gets these reported metrics from TB, since you mentioned see the scalars , I assume huggingface reports to TB. Could you verify? Is there a quick code sample to reproduce?

3 years ago
0 So, I Did A Slew Of Pretrainings, Then Finetuned Those Pretrained Models. Is There A Way To Go Backwards From The Finetuning Task Id To The Pretraining Task Id? What I Tried Was:

Thanks SmallDeer34 , I think you are correct, the 'output' model is returned properly, but "input" are returned as model name not model object.
Let me check something

3 years ago
0 Question: Has Anyone Done Anything With Ray Or Rllib, And Clearml? Would Clearml Be Able To Integrate With Those Out Of The Box?

save off the "best" model instead of the last

Should be relatively easy to update on the main Task the model with the best performance, no?

3 years ago
0 Hi, For Some Reason Many Packages Are Not Detected In The Installed Packages Section. My Experiment Clone Crashes As It Fails To Import A Package That Wasn'T Included In The Installed Packages Although It Is Installed In The Default Environment. I'M Using

SmarmySeaurchin8
When running in "dev" mode (i.e. writing the code) only packages imported directly are registered under "installed packages" , then when the agent is executing the experiment, it will update back the entire environment (including derivative packages etc.)
That said you can set detect_with_pip_freeze to true (in trains.conf) and it will basically store the entire pip freeze.
https://github.com/allegroai/trains/blob/f8ba0495fb3af1f99732fdffbbccd2fa992934a4/docs/trains.c...

4 years ago
0 How, If At All, Should We Cite Clearml In A Research Paper? Would You Like Us To? How About A Footnote/Acknowledgement?

BTW,Β 

Β has this at the bottom:

Yes, it is the company legal entity name. But I think that for refrencing it makes more sense to mention the product name ClearML

I think this looks good πŸ™‚

3 years ago
0 Question: Has Anyone Done Anything With Ray Or Rllib, And Clearml? Would Clearml Be Able To Integrate With Those Out Of The Box?

SmallDeer34 in theory no reason it will not work with it.
If you are doing a single node (from Ray's perspective)
This should just work, the challenge might be multi-node ray+cleaml (as you will have to use clearml to set the environment and ray as messaging layer (think openmpi etc.)
What did you have in mind?

3 years ago
0 How, If At All, Should We Cite Clearml In A Research Paper? Would You Like Us To? How About A Footnote/Acknowledgement?

Thanks SmallDeer34 !

Would you like us to? How about a footnote/acknowledgement?

How about a reference / footnote ?
@misc{clearml, title = {ClearML - Your entire MLOps stack in one open-source tool}, year = {2019}, note = {Software available from }, url={ }, author = {allegro.ai}, }

3 years ago
0 So, I Did A Slew Of Pretrainings, Then Finetuned Those Pretrained Models. Is There A Way To Go Backwards From The Finetuning Task Id To The Pretraining Task Id? What I Tried Was:

SmallDeer34 the function Task.get_models() incorrectly returned the input model "name" instead of the object itself. I'll make sure we push a fix.

I found a different solution (hardcoding the parent tasks by hand),

I have to wonder, how does that solve the issue ?

3 years ago
0 When Using Something Like Pdf2Image Which Requires Poppler (Which Can Be Installed With Conda), How Can I Ensure That The Task Can Run On An Agent Correctly? As Of Now It Doesn’T Know About Poppler

Hi JealousParrot68
spinning the clearml-agent with docker support (i.e. each experiment is running inside its own container):
https://clear.ml/docs/latest/docs/clearml_agent#docker-mode
Basically you can specify a default docker to use (per agent) and a specific docker container to use per Task (configured in the UI under execution at the bottom)

3 years ago
3 years ago
0 I'M Using Tensorboard Summarywriter To Add Scalar Metrics For The Experiment. If Experiment Crashed, And I Want To Continue It From Checkpoint, For Some Reason It Plots Metrics In A Really Weird Way. Even Though I Pass Global_Step=Epoch To The Summarywrit

maybe I should use explicit reporting instead of Tensorboard

It will do just the same 😞

there is no method for settingΒ 

last iteration

, which is used for reporting when continuing the same task. maybe I could somehow change this value for the task?

Let me double check that...

overwriting this value is not ideal though, because for :monitor:gpu and :monitor:machine ...

That is a very good point

but for the metrics, I explicitly pass th...

3 years ago
0 Hi Everyone, Is There Something Like A Clearml Context Manager To Disable Automatic Logging? I Use Torch.Save And Torch.Load To Temporarily Cache Something On Disk. I Delete It Afterwards. I Do Not Want Clearml To Push It To The Clearml-Server As An Artif

Hi @<1523701868901961728:profile|ReassuredTiger98>

is there something like a clearml context manager to disable automatic logging?

Sure just do a wildcard with the files you actually want to autolog the rest will be ignored:
None

task = Task.init(..., auto_connect_frameworks={'pytorch' : '*.pt'}
one year ago
0 Sorry Folks Too Many Questions - If I Have A Project (And I Set The Output Uri In It While Creating, To A S3 Folder) How Can I Ensure That A Experiment (Task) That I Run On My Local Outputs The Model To The Uri?

sdk.conf will add it to the default loaded values (as I think you deduced).
can copy paste the sdk.conf here? (maybe something is missing there?)

3 years ago
0 Hi, I'M Trying To Set Storage Manager To Use Our Internal Miniio Installation But I Ran Into This Issue With This Testing Code:

at that point we define a queue and the agents will take care of trainingΒ 

This is my preferred way as well :)

4 years ago
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