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TartBear70
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2 Questions, 7 Answers
  Active since 10 January 2023
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After Trying To Execute A Task From The Queue The Agent Fails Installing The Environment:
After trying to execute a task from the queue the agent fails installing the environment: Installing collected packages: numpy Successfully installed numpy-1...
2 years ago
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4 Answers
1K Views
0 Votes 4 Answers 1K Views
Hey There, Is There Any Way I Can Tell The Task Not To Set A Random Seed? I'M Setting Up Reproducibility Myself But When I Call Task.Init() The Seed Is Changed. Is It Possible To Tell Clearml Not To Initialize Any Rng? It Appears That Task.Set_Random_Seed
Hey there, is there any way I can tell the task not to set a random seed? I'm setting up reproducibility myself but when I call Task.init() the seed is chang...
2 years ago
0 Hey There, Is There Any Way I Can Tell The Task Not To Set A Random Seed? I'M Setting Up Reproducibility Myself But When I Call Task.Init() The Seed Is Changed. Is It Possible To Tell Clearml Not To Initialize Any Rng? It Appears That Task.Set_Random_Seed

All right that sounds useful thanks! I'm not sure that Task.init() should handle reproducibility by default but maybe it may just be personal taste

2 years ago
0 After Trying To Execute A Task From The Queue The Agent Fails Installing The Environment:

All right that made sense so I checked but I still think it's using the right version.

This is the Installed Package section of the experiment I'm trying to enqueue as reported on the ClearML dashboard:
# Python 3.8.13 | packaged by conda-forge | (default, Mar 25 2022, 06:04:18) [GCC 10.3.0] PyYAML == 5.4.1 clearml == 1.6.2 matplotlib == 3.5.2 numpy == 1.23.1 open3d == 0.15.2 plotly == 5.9.0 scipy == 1.9.0 torch == 1.10.2 tqdm == 4.64.0 .So it knows it has to use python 3.8 .

Also th...

2 years ago
0 After Trying To Execute A Task From The Queue The Agent Fails Installing The Environment:

Hard to tell 🤔 , I'm using the version of conda that comes with mamba but I don't think it changes anything. It never gave me any problem and it seems the clearml-agent is able to normally use it to install python and torch before failing on open3d. Here's the full output:

2 years ago
0 After Trying To Execute A Task From The Queue The Agent Fails Installing The Environment:

SuccessfulKoala55 CostlyOstrich36 How can I solve it? If I run conda install pytorch torchvision torchaudio cudatoolkit=10.2 -c pytorch in an environment, it installs it without any problem. I guess it's trying to install it with pip instead than conda even though I had set conda in the clearml.config file.

Since automatically building an environment is often problematic it would be a great feature to point the agent to a pre-built environment with all the packages it will need.

2 years ago
0 After Trying To Execute A Task From The Queue The Agent Fails Installing The Environment:

Nope it's a linux machine with a xeon gold 5218. Anyway I installed the rc and now it seems to work a bit better: it gets past the torch installation but fails installing open3d.

ERROR: Could not find a version that satisfies the requirement open3d==0.15.2 (from -r /tmp/user/1021449697/cached-reqse9v2emqx.txt (line 4)) (from versions: 0.10.0.0, 0.11.0, 0.11.1, 0.11.2, 0.12.0, 0.13.0)

Technically 0.15.2 shouldn't give any problem. I have a conda environment on the same machine with all...

2 years ago
0 Hey There, Is There Any Way I Can Tell The Task Not To Set A Random Seed? I'M Setting Up Reproducibility Myself But When I Call Task.Init() The Seed Is Changed. Is It Possible To Tell Clearml Not To Initialize Any Rng? It Appears That Task.Set_Random_Seed

Sorry to further bother you, but do you happen to have any idea on how to solve this? https://clearml.slack.com/archives/CTK20V944/p1659602063081199

2 years ago
0 After Trying To Execute A Task From The Queue The Agent Fails Installing The Environment:

Hi CostlyOstrich36 , I'm using clearml-agent==1.3.0.
I ran the training script on my local machine without using an agent (just logging with clearml) and everything worked fine.

I think it's trying to install the packages in /tmp/user/ because I'm inside tmux. Any way I can manually install the environment and then point the agent to it?

2 years ago