can clearml open source autoscale on aws?

hey all, I cannot use clearml with accelerate for uploading checkpoints. - Accelerate handles the folder structure, so checkpoints are usually like /iteratio...

If I would like to write an autoscale plugin for other smaller cloud providers (like runpod.io ), how easy/difficult is it ? Where do I start?

Hey, can I upload an artefact to a clearml experiment once it is "completed"?

Hey all, I made a few small changes to clearml Sessions to add some nifty features - Added tailscale support by introducing --tailscale - Added the ability t...

Hi , in clearml how do I configure my agent to launch a job on multiple GPUs? Sometimes I need 2 GPUs and sometimes 4,. Lets say I have 4 gpus on my PC. If I...

Hey, do hyperdatasets offer the same features with tabular data? Almost all examples on the docs are on image datasets

does clearml have a testing API? I'm setting up stack to enque work with clearml. Is there a way I can simulate queue and worker execution?

Hi all, we recently went from a docker hosted clearml to a k8s hosted clearml. We migrated our experiments by tarballing the data folder of mongodb and getti...

discovered an issue with clearml-session where we have the agents running within a tailscale network. When the clearml session is local on the same physical ...

What is the best way to set S3 as a files server? We have a clearml deployment without a files server, but after/during a training run clearml.metrics always...

Hey I instantiate clearml Task within a script, called by dvc. It ends up creating two tasks every time. Know why?

Hey I've not used clearml pipelines much. Is there a possibility to trigger a pipeline based on some clearml event? (like tagging an experiment)

also, just curious - does clearml restrict the number of artefacts recorded to just one?

is there a way to open a clearml-session using vscode-remote on vscode instead of the browser?

hey when I create an agent and run an interactive session on it - I have access to only one gpu

Is there a way to launch a clearml-task from the CLI, without specifying any requirements.txt? I want the script to run locally, but just record metrics on c...

quick question - does clearml's task support subprocesses launched within a script? I have this scenario - clearml task launches a dvc script using their api...

Hey Everyone, I'm setting up clearml agents and workers with the open source version within my org. Was wondering what is the best way to handle different py...

hey call, when I use clearml sessions, how can I set up my agent to expose certain parts of the filesystem? for example I want to pass -v /mnt/filesystem:/wo...

hey, our elastic search just randomly crashed on our self-hosted k8s deployment. On debugging, it looks like indices are corrupt. Any suggestions of how we m...

Is there a way to pass environment variables when a job is executed over a queue? (either on the agent side or on the task.init side). I need this fix for po...

Hi all, can I synchronize all my artefacts on clearml server with s3? I'm trying to deploy clearml-server in a limited disk space environment

hey is there a way for one to extend ClearML somehow? We have some custom evaluations we want to do and our ideal scenario would be to do them within ClearML...

Hi All, I am really stuck in getting a clearml pipeline to work. I am using the open source version I am trying to reproduce the example on the documentation...