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Questions with tag mlops

Questions with tag mlops

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5 Answers
1K Views
0 Votes 5 Answers 1K Views
Hi all, I'm looking for an easy clean way to check if the code is executed by a ClearML agent programatically, any suggestions?
3 years ago
0 Votes
1 Answers
932 Views
0 Votes 1 Answers 932 Views
Hi there, I moved my ClearML server from US to EU and now I am trying to setup the AWS autoscaler with the different architecture that I have now. So far I u...
3 years ago
0 Votes
3 Answers
888 Views
0 Votes 3 Answers 888 Views
3 years ago
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8 Answers
998 Views
0 Votes 8 Answers 998 Views
my agent is not fully utilized. I wonder anyhow I could run multi-Task on a same agent without queuing?
3 years ago
0 Votes
3 Answers
979 Views
0 Votes 3 Answers 979 Views
When using the ClearML agent, is it possible to let the agent decide if it should schedule a pod on a CPU or GPU? Using the k8s glue it would have to have: t...
3 years ago
0 Votes
15 Answers
883 Views
0 Votes 15 Answers 883 Views
Hi, is there a concept of an agent taking more then one job?
3 years ago
0 Votes
6 Answers
1K Views
0 Votes 6 Answers 1K Views
Greetings, Could you please clarify if it is possible to reinstall all packages every time? For example, I tried to start the agent with docker options and g...
3 years ago
0 Votes
18 Answers
976 Views
0 Votes 18 Answers 976 Views
Hello, I'm a bit lost in the docs for the MLOps, I have script which already integrate clearml logging, should I use clearml-task to launch it on an agent ? ...
3 years ago
0 Votes
8 Answers
960 Views
0 Votes 8 Answers 960 Views
Is there a way to copy local python packages to the agent as well? (screenshot attached within the thread)
3 years ago
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17 Answers
1K Views
0 Votes 17 Answers 1K Views
3 years ago
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10 Answers
1K Views
0 Votes 10 Answers 1K Views
Hello everyone, where does the clearml-services agent come from? Are experiments executed directly on the server? Or did I start it somehow and forgot it? If...
3 years ago
0 Votes
28 Answers
1K Views
0 Votes 28 Answers 1K Views
hey, how can I add a private key in order to let the clearml agent to clone from a private git repository?
3 years ago
0 Votes
2 Answers
906 Views
0 Votes 2 Answers 906 Views
Hello! I am trying to play around with the platform in order to gain some understanding of it. I am using this example: https://github.com/allegroai/clearml/...
3 years ago
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5 Answers
1K Views
0 Votes 5 Answers 1K Views
3 years ago
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20 Answers
1K Views
0 Votes 20 Answers 1K Views
3 years ago
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3 Answers
1K Views
0 Votes 3 Answers 1K Views
3 years ago
0 Votes
1 Answers
1K Views
0 Votes 1 Answers 1K Views
Hi, would like to check. So an agent pulled a docker image and install the pip dependencies on it. What if I have OS library dependencies as well? (Apt insta...
3 years ago
0 Votes
11 Answers
997 Views
0 Votes 11 Answers 997 Views
Hi, coming back with the venv caching: with the following setting: I call Task._update_requirements(["."]) setup.py has the following install_requires=["my-p...
3 years ago
0 Votes
4 Answers
1K Views
0 Votes 4 Answers 1K Views
folks, could you please clarify/help? I correct understand, if --docker is enable that will means every new experiments will be executed into dedicated agent...
3 years ago
0 Votes
29 Answers
1K Views
0 Votes 29 Answers 1K Views
Hi, I started my agent using. clearml-agent daemon --gpus 0 --queue gpu --docker --foreground, with the following parameters in clearml.conf. default_docker:...
3 years ago
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4 Answers
1K Views
0 Votes 4 Answers 1K Views
3 years ago
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1 Answers
1K Views
0 Votes 1 Answers 1K Views
Hi! I was wondering if it's possible for a clearml agent to create an environment from a conda environment.yml file every time an experiment is run
3 years ago
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5 Answers
993 Views
0 Votes 5 Answers 993 Views
is there a way to copy the entire folder an agent in a machine (different from server machine) builds to the server machine?
3 years ago
0 Votes
6 Answers
942 Views
0 Votes 6 Answers 942 Views
Hi, I am trying to using ClearML agent version 0.16 ("trains_agent"), and I always get a silent exit after starting task execution: > Environment setup compl...
3 years ago
0 Votes
7 Answers
1K Views
0 Votes 7 Answers 1K Views
Hi, I'm trying out the clearml-agent on an Azure machine connecting to your managed server. I see the worker on the queue, and the job reaches it - but nothi...
3 years ago
0 Votes
30 Answers
960 Views
0 Votes 30 Answers 960 Views
Hi, in one of my agents with CUDA Version: 11.1 (from nvidia-smi), clearml agent 0.17.1 detects version 100 (I can see from experiments logs: agent.cuda_vers...
3 years ago
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5 Answers
963 Views
0 Votes 5 Answers 963 Views
3 years ago
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5 Answers
957 Views
0 Votes 5 Answers 957 Views
Also is there a way to just run a Dockerfile? So for example my project includes a Dockerfile in the top-level dir. When sending to the agent I would like it...
3 years ago
0 Votes
31 Answers
18K Views
0 Votes 31 Answers 18K Views
I have a self-hosted clearm-server and and clearml-agent started with clearml-agent daemon --queue default --foreground I try to execute the following simple...
3 years ago
0 Votes
5 Answers
947 Views
0 Votes 5 Answers 947 Views
3 years ago
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