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AgitatedDove14
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49 Questions, 8094 Answers
  Active since 10 January 2023
  Last activity 10 months ago

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25 × Eureka!
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1 Answers
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Gals, Guys & :robot_face: , if you want to checkout the Hyper-Parameters automation (Using Bayesian Optimization Hyper-Band) We have an example on the demo s...
4 years ago
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0 Answers
1K Views
0 Votes 0 Answers 1K Views
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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1K Views
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Slack security ... Go figure πŸ˜‰
5 years ago
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0 Answers
2K Views
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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
0 Votes
3 Answers
767 Views
0 Votes 3 Answers 767 Views
we recently released a new version of clearml-session with Persistent Workspace support! πŸš€ πŸŽ‰ Finally you can develop on remote machines with workspace fold...
11 months ago
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4 years ago
0 Votes
1 Answers
746 Views
0 Votes 1 Answers 746 Views
πŸ™ There is no v1.0 release without a prompt v1.0.1 following it, and we are no different 😊 pip install clearml==1.0.1
3 years ago
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0 Votes 0 Answers 1K Views
🎊 🍾 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 ...
4 years ago
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7 Answers
708 Views
0 Votes 7 Answers 708 Views
Thank you all for taking the time to answer our survey (If you haven't already, we urge you to do so ). Your feedback has a major impact on what we build, do...
4 years ago
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Lol, I wonder what the adblock rule was ;)
4 years ago
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2 years ago
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6 Answers
684 Views
0 Votes 6 Answers 684 Views
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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5 years ago
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4 years ago
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Is it a one time thing? or recurring?
5 years ago
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4 Answers
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0 Votes 4 Answers 175 Views
Happy new year everyone! πŸ₯‚ πŸŽ† Last minute 🎁 v2.0 is now out, with a new UI design! now finally supporting light & dark mode 🀩 Lot's more to come this year...
one month ago
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9 Answers
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0 Votes 9 Answers 1K Views
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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6 Answers
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Hi
Hi ! ClearML Server + SDK v1.9.0 is out! πŸŽ‰ πŸš€ 🎊 Happy Holidays and Happy New Year! ❇️ πŸŽ‡ πŸŽ„
2 years ago
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4 years ago
Show more results questions
0 When Viewing Scalars Is It Possible To:

Hover near the edge of the plot, the you should get a "bar" you can click on to resize

3 years ago
3 years ago
3 years ago
0 Is There A Direct Way To Get A Model Using Its Id Like It Works With Dataset.Get?

Assuming Tensorflow (which would be an entire folder)
local_folder_or_files = mode.get_weights_package()

3 years ago
0 Hi! I Deployed Clearml Server Along With Jupyterhub On Azure K8S (Aks). The Way It Works Is That Every User Is Assigned A New Pod That Is Spawned With A Docker Image Of A Choice (One Of Them With Clearml Sdk Installed). I Managed To Configure Most Of The

Hi GreasyPenguin66
So the way clearml can store your notebook is by using the jupyter-notebook rest api. It assumes, that it can communicate with it as the kernel is running on the same machine. What exactly is the setup? is the jupyter-lab/notebook running inside the docker? maybe the docker itself is running with some --network argument ?

3 years ago
0 Hi, Can I Run An

RoundMosquito25 you are absolutely correct !

2 years ago
0 Hi Everyone! Does Clearml Logs Everything That Tensorboard Generates? Tensorboard Creates A Graph Of The Neural Network And Would Be Nice To Have It On The Experiment Logs Aswell

Maybe I can plot it using other lib.

I remember a while back there was integration with network visualization but it was hard to support and failed to many times...
If you have library that converts the network into html or image you can report it as debug sample?

2 years ago
0 Hi, Can I Run An

In fact, as I assume, we need to write our custom HyperParameterOptimizer, am I right?

Yes exactly! it should be very easy
Just Inherit from RandomSearch and change create_job
https://github.com/allegroai/clearml/blob/d45ec5d3e2caf1af477b37fcb36a81595fb9759f/clearml/automation/optimization.py#L1043

2 years ago
0 For Some Reason The Agent Is Now Trying To Use Python 2.7 All Of A Sudden, Any Idea Why?

Hi UnevenDolphin73

Took a long time to figure out that there was a specific Python version with a specific virtualenv that was old ...

NICE!

Then the task requested to use Python 3.7, and that old virtualenv version was broken.

Yes, if the Task is using a specific python version it will first try to find this one (i.e. which python3.7 ) then use it to create the new venv

As a result -> Could the agent maybe also output theΒ 

virtualenv

Β version used ...

3 years ago
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 Hey All, I'M Having An Issue Using Hydra And Tensorboardx, Where Clearml Isn'T Resetting The Iterations Across Different Multiruns Although It Looks As Expected In Tensorboard Itself:

HighOtter69
By default if you are continuing an experiment it will start from the last iteration of the previous run. you can reset it with:
task.set_initial_iteration(0)

3 years ago
0 For Some Reason The Agent Is Now Trying To Use Python 2.7 All Of A Sudden, Any Idea Why?

was consistent, whereas for some reason this old virtualenv decided to use python2.7 otherwiseΒ 

Yes,
This sounds like a virtualenv bug I think it will not hurt to do both (obviously we have the information)

Β 

Thank you!!! 😍

3 years ago
0 Hello, I Have Some Problems With Allegro. I Run A Programm And Then I Saw It On The Trains Server. But Now I Change Something With The Code And I Pushed It Again. Now I Cloned It. But The Old Code Was Executed. How Can I Run The New Code I Pushed?

SuperiorDucks36 from code ? or UI?
(You can always clone an experiment and change the entire thing, the question is how will you get the data to fill in the experiment, i.e. repo / arguments / configuration etc)
There is a discussion here, I would love to hear another angle.
https://github.com/allegroai/trains/issues/230

4 years ago
0 Hi All, I Am Running Into Ssl Verification Issues With Trying To Upload Model Artifacts To Minio. We Are Running The Clearml Agent In A Container, Have Mounted A Ca Bundle To The Container And Referenced It On Env Vars So That Aws Cli/Boto And Requests Us

hey, that worked! what library is being used that reads that configuration?

It's passed to boto3, but the pyhon interface and aws cli use different configuration, I guess, because otherwise it should have worked...

3 years ago
0 I Buried This Issue In Another Thread To Do With Deployment, But I Was Wondering If Anyone Else Has Had Problems Using

VivaciousPenguin66 I have the feeling it is the first space in the URI that breaks the credentials lookup.
Let's test it:
from clearml import StorageManager uri = ' ` Birds%2FTraining/TRAIN [Network%3A resnet34, Library%3A torchvision] Ignite Train PyTorch CNN on CUB200.8611ada5be6f4bb6ba09cf730ecd2253/models/cub200_resnet34_ignite_best_model_0.pt'

original

StoargeManager.get_local_copy(uri)

qouted

StoargeManager.get_local_copy(uri.replace(' ', '%20')) `

3 years ago
0 [Injecting Secrets Into A Clearml Agent / Accessing

The remaining problem is that this way, they are visible in the ClearML web UI which is potentially unsafe / bad practice, see screenshot below.

Ohhh that makes sense now, thank you πŸ™‚
Assuming this is a one time credntials for every agent, you can add these arguments in the "extra_docker_arguments" in clearml.conf
Then make sure they are also listed in: hide_docker_command_env_vars which should cover the console log as well
https://github.com/allegroai/clearml-agent/blob/26e6...

2 years ago
0 Can I Launch Training With Hugginfaces Accelerate Package Using Multi-Gpu Option And Task.Execute_Remotely() ? Currently It Fails:

Hi @<1657918724084076544:profile|EnergeticCow77>

Can I launch training with HugginFaces accelerate package using multi-gpu

Yes,

It detects torch distributed but I guess I need to setup main task?

It should 🀞
Under the execution Tab script path, you should see something like -m torch.distributed.launch ...

7 months ago
0 For Clearml Serving, If I Am Trying To Deploy 100 Models On A Gpu That Can Handle 5 Concurrently, But Each One Will Be Sporadically Used (Fine Tuned Models Trained For Different Customers), Can Clearml-Serving Automatically Load And Unload Models Based Up

Hi @<1523711619815706624:profile|StrangePelican34>

if I am trying to deploy 100 models on a GPU that can handle 5 concurrently,

Main limitation is Triton's ability to dynamically load / unload models. We know Nvidia is adding this capability, but I think this is still not out, once they support it, it should be transparent

one year ago
0 Hi, Is There A Way To Create A Draft Experiment Manually? That Is - Give It A Some File To Run, Or, Better Yet, A Function To Run Which Will Be The Start Of The Experiment? In W&B, For Example It Is Possible To Simply Write (Their

OddAlligator72 okay, that is possible, how would you specify the main python script entry point? (wouldn't that make more sense rather than a function call?)

How do you determine which packages to require now?

Analysis of the actual repository (i.e. it will actually look for imports πŸ™‚ ) this way you get the exact versions you hve, but nit the clutter of the entire virtual environment

4 years ago
0 Hi, Is There A Way To Create A Draft Experiment Manually? That Is - Give It A Some File To Run, Or, Better Yet, A Function To Run Which Will Be The Start Of The Experiment? In W&B, For Example It Is Possible To Simply Write (Their

You might be able to also find out exactly what needs to be pickled using theΒ 

f_code

Β of the function (but that's limited to C implementation of python).

Nice!

4 years ago
0 Hi, Is There A Way To Create A Draft Experiment Manually? That Is - Give It A Some File To Run, Or, Better Yet, A Function To Run Which Will Be The Start Of The Experiment? In W&B, For Example It Is Possible To Simply Write (Their

OddAlligator72 quick question:

suggest that you implement a simple entry-point API

How would the system get the correct packages / git repo / arguments if you are only passing a single function entrypoint ?

4 years ago
0 Hi, Is There A Way To Create A Draft Experiment Manually? That Is - Give It A Some File To Run, Or, Better Yet, A Function To Run Which Will Be The Start Of The Experiment? In W&B, For Example It Is Possible To Simply Write (Their

OddAlligator72 what you are saying is, take the repository / packages from the runtime, aka the python code calling the "Task.create(start_task_func)" ?
Is that correct ?
BTW: notice that the execution itself will be launched on other remote machines, not on this local machine

4 years ago
0 I Remember There Is An Environment Variable To Specify Where My

SteadyFox10 TRAINS_CONFIG_FILE or CLEARML_CONFIG_FILE

4 years ago
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