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ExcitedFish86
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8 Questions, 55 Answers
  Active since 10 January 2023
  Last activity 2 years ago

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43 × Eureka!
0 Votes
2 Answers
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Hi guys, just wanted to let you know that many links in the ClearML github page are broken (i.e., https://github.com/allegroai/clearml/blob/master )
4 years ago
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13 Answers
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0 Votes 13 Answers 1K Views
Hi folks! I'm using SummaryWriter from PyTorch's tensorboard utils to log pr_curve , and I get the attached curve. Looks like the X axis is reversed, and I c...
4 years ago
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3 Answers
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Hi all, I see there is an option for running a bash script / commands inside a container started by an agent. Is it possible to have this set differently per...
2 years ago
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3 years ago
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Hi all, I'm trying to upgrade clearml-server but I keep getting permission errors from the elastic search container: clearml-elastic | ElasticsearchException...
3 years ago
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3 Answers
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0 Votes 3 Answers 1K Views
Hi all, Is there a way to filter a experiments in a hyperparameter sweep based on a given range of a parameter/metric in the UI (similar to wandb )? Also, is...
3 years ago
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30 Answers
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Hi guys! Is there a way to tell an agent to run a task in an existing venv (without creating a new one)?
2 years ago
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0 Votes 11 Answers 1K Views
Hi all, I have a question regarding multi-node training using the clearml-agent. What is the recommended setup in this case? Say I have 3 nodes with 3 agents...
3 years ago
0 Hi Guys! Is There A Way To Tell An Agent To Run A Task In An Existing Venv (Without Creating A New One)?

Of course conda needs to be installed, it is using a pre-existing condaΒ env, no?! what am I missing

its not a conda env, just a regular venv (poetry in this specific case)

And the assumption is the code is also there ?

yes. The user is responsible for the entire setup. the agent just executes python <path to script> <current hpo args>

2 years ago
2 years ago
2 years ago
0 Hi Guys! Is There A Way To Tell An Agent To Run A Task In An Existing Venv (Without Creating A New One)?

Regardless, it would be very convenient to add a flag to the agent which point it to an existing virtual environment and bypassing the entire setup process. This would facilitate ramping up new users to clearml who don't want the bells and whistles and would just a simple HPO from an existing env (which may not even exist as part of a git repo)

2 years ago
0 Hi Guys! Is There A Way To Tell An Agent To Run A Task In An Existing Venv (Without Creating A New One)?

AgitatedDove14 , I'm running an agent inside a docker (using the image on dockerhub) and mounted the docker socket to the host so the agent can start sibling containers. How do I set the config for this agent? Some options can be set through env vars but not all of them 😞

2 years ago
0 Hi Guys! Is There A Way To Tell An Agent To Run A Task In An Existing Venv (Without Creating A New One)?

I just don't fully understand the internals of an HPO process. If I create an Optimizer task with a simple grid search, how do different tasks know which arguments were already dispatched if the arguments are generated at runtime?

2 years ago
0 Hi All, I'M Trying To Upgrade

same thing 😞

3 years ago
3 years ago
0 Hi All, I'M Trying To Upgrade

Ok working now πŸ™‚ had a mistake in the folder name

3 years ago
0 Hi Guys! Is There A Way To Tell An Agent To Run A Task In An Existing Venv (Without Creating A New One)?

another question - when running a non-dockerized agent and setting CLEARML_AGENT_SKIP_PIP_VENV_INSTALL , I still see things being installed when the experiment starts. Why does that happen?

2 years ago
0 Hi Guys! Is There A Way To Tell An Agent To Run A Task In An Existing Venv (Without Creating A New One)?

AgitatedDove14 Just to see that I understood correctly - in an HPO task, all subtasks (a specific parameter combination) are created and pushed to the relevant queue at the moment the main (HPO) task is created?

2 years ago
0 Hi Guys! Is There A Way To Tell An Agent To Run A Task In An Existing Venv (Without Creating A New One)?

You mean running everything on a single machine (manually)?

Yes, but not limited to this.
I want to be able to install the venv in multiple servers and start the "simple" agents in each one on them. You can think of it as some kind of one-off agent for a specific (distributed) hyperparameter search task

2 years ago
0 Hi Guys! Is There A Way To Tell An Agent To Run A Task In An Existing Venv (Without Creating A New One)?

lol great hack. I'll check it out.
Although I'd be really happy if there was a solution in which I can just spawn an ad-hoc worker πŸ™‚

2 years ago
0 Hi Guys! Is There A Way To Tell An Agent To Run A Task In An Existing Venv (Without Creating A New One)?

I'm trying to achieve a workflow similar to the one in wandb for parameter sweep where there are no venvs involved other than the one created by the user πŸ˜…

2 years ago
0 Hi Guys! Is There A Way To Tell An Agent To Run A Task In An Existing Venv (Without Creating A New One)?

that was my next question πŸ™‚
How does this design work with a stateful search algorithm?

2 years ago
0 Hi Guys! Is There A Way To Tell An Agent To Run A Task In An Existing Venv (Without Creating A New One)?

just seems a bit cleaner and more DevOps/k8s friendly to work with the container version of the agent πŸ™‚

2 years ago
0 Hi Guys! Is There A Way To Tell An Agent To Run A Task In An Existing Venv (Without Creating A New One)?

It's a very convenient way of doing a parameter sweep on with minimal setup effort

2 years ago
0 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:

cudnn isn't cuda, it's a separate library.
are you running on docker on bare metal? you should have cuda installed at /usr/local/cuda-<>

3 years ago
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