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SubstantialElk6
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117 Questions, 310 Answers
  Active since 10 January 2023
  Last activity 2 years ago

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282 × Eureka!
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3 Answers
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4 years ago
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1 Answers
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Hi, how is the priority of the configuration like? Which one takes precedence? For example, output_uri default_output_uri in clearml.conf on client files_ser...
3 years ago
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6 Answers
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Hi, we are planning to move on to openshift. Can I ask if k8s-glue supports openshift?
4 years ago
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3 Answers
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Hi, can I default the ClearML fileserver to a s3 path?
4 years ago
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4 years ago
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10 Answers
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4 years ago
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3 Answers
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Hi, can i get ClearML to not print anything other than the prints from my codes? The reason is because clearml is printing the username and passwords i passe...
4 years ago
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5 Answers
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Hi, i had a task successfully completed. Then i cloned it and enqueued it again without any changes. But the task ends up with an error. Here's the logs, not...
4 years ago
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4 Answers
2K Views
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Hi, i am trying to understand clearml-data and only found this piece of article explaining it. https://github.com/allegroai/clearml/blob/master/docs/datasets...
4 years ago
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4 Answers
2K Views
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Hi, i noticed that all other users can see my experiments. Does ClearML has the feasibility to only allow certain groups of people to see each other's work?
4 years ago
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1 Answers
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Hi, can Clearml-Server support ReplicaSet in K8S?
3 years ago
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3 Answers
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I'm getting this when running with Keras framework. clearml.storage - ERROR - Failed uploading: [Errno 21] Is a directory: 'model.savedmodel'.
4 years ago
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22 Answers
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4 years ago
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Hi, I've multiple tasks setup in a complex pipeline. How can I; Define prior to running the pipeline, which tasks to be running on which remote queue using w...
3 years ago
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1 Answers
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Hi, would you have a working example on this?
3 years ago
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3 years ago
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Hi, i'm getting this long error when running task.execute_remotely(queue_name="1gpu", exit_process=True) . I also notices an error Failed to fetching activit...
4 years ago
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3 Answers
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Hi, i'm wondering if ClearML did a comparison of their ClearML Pipelines with other solutions such as Apache Beam? Or if ClearML supports integration with su...
3 years ago
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3 Answers
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Hi, can i default a docker image when running a pipeline? I currently set it as pipe = PipelineController(...) pipe.task.setbase_docker("ubuntu:20:04") pipe....
3 years ago
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5 Answers
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Hi, how do I switch clearml server to run on https with a self signed cert?
4 years ago
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9 Answers
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Hi, just to check. Does the k8s glue install torch by default? I'm getting Warning: could not resolve python wheel replacement for torch==1.8.0 even though i...
4 years ago
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Hi, is there any code examples of how DataOps is being established? https://clear.ml/products/clearml-dataops/
4 years ago
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Hi, i was using the K8S Glue and it worked fine on one project but didn't work on another. At the point just before a git clone was executed, i get the error...
4 years ago
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4 years ago
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[Distributed Training] Hi, i have a ClearML setup with K8SGlue that spins up pods of 4 GPUs when picking tasks off the clearml queue. We would now want to pr...
2 years ago
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Hi, is there a way I can supply credentials to clearml-data (cli and python) without going thru the ClearML.conf?
4 years ago
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I just getting this in my agent run task. Would appreciate if someone can advise where i externalrequirement is pointing at. RequirementsManager handler rais...
4 years ago
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Hi, i shifted my clearml setup to an on-premise disconnected env, which has a pip repo setup. I noted this warning, Trying pip install: /root/.clearml/venvs-...
4 years ago
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Hi, what would happen if you have different clearml-agents of different versions running? Would it have any adverse effects?
4 years ago
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Hi, if i've ClearML agents installed on several servers, each with a single GPU. How can I train a gpt2 model that would require multiple GPUs?
2 years ago
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4 years ago
4 years ago
0 Hi Community, I’Ve Just Posted My First Blog Post About Mlops. I Am Open To Any Suggestions.

Here's my two cents worth.
I thought its really nice to start off the topic highlighting 'pipelines', its unfortunately one of the most missed component when ppl start off with ML work. Your article mentioned about drfits and how MLOps process covered it. I thought there are 2 more components that was important and deserves some mention.Retraining pipelines. ML engineers tend not to give much thought to how they want to transit a training pipeline in development to a automated retraining pipe...

3 years ago
0 Hi, I'M Running The Following And Encountering Some Ssl Errors.

clearml=1.0.3
python=3.8.10
clearml-data upload --id 12314jhg42342j4j --storagehttp://ecs.ai is an on-prem DELL EMC ECS that serves as our S3 storage configured with s self signed cert.

4 years ago
0 Hi, I Had A Task Successfully Completed. Then I Cloned It And Enqueued It Again Without Any Changes. But The Task Ends Up With An Error. Here'S The Logs, Not Sure What Went Wrong.

Space is way above nominal. What created this folder that it's trying to process? What processing is this?
Processing /tmp/build/80754af9/attrs_1604765588209/workIs there any paths in the agent machine that i can clear out to remove any possible issues from previous versions?

4 years ago
0 Hi, If I'Ve Clearml Agents Installed On Several Servers, Each With A Single Gpu. How Can I Train A Gpt2 Model That Would Require Multiple Gpus?

From ClearML perspective, how would we enable this, considering we don't have direct control or even IP of the agents

2 years ago
0 Hi, Is There Any Code Examples Of How Dataops Is Being Established?

Create immutable and differentiable versions on-prem or in the cloud with our data agnostic solution.

4 years ago
4 years ago
0 Hi, I Started My Agent Using. Clearml-Agent Daemon --Gpus 0 --Queue Gpu --Docker --Foreground, With The Following Parameters In Clearml.Conf.

Thank. Gonna try that out. But i hit another snag. Strangely, the Agent is not creating the right venv. This is what the Agent created.
` pip:

  • asn1crypto==0.24.0
  • attrs==20.3.0
  • certifi==2020.12.5
  • chardet==4.0.0
  • cryptography==2.1.4
  • Cython==0.29.22
  • furl==2.1.0
  • future==0.18.2
  • humanfriendly==9.1
  • idna==2.6
  • importlib-metadata==3.7.0
  • jsonschema==3.2.0
  • keyring==10.6.0
  • keyrings.alt==3.0
  • orderedmultidict==1.0.1
  • pathlib2==2.3.5
  • psutil==5.8.0
  • pycrypto==2.6.1
  • pygobject...
4 years ago
0 Hi, I Started My Agent Using. Clearml-Agent Daemon --Gpus 0 --Queue Gpu --Docker --Foreground, With The Following Parameters In Clearml.Conf.

Hi, the problem is the same.

I noticed that its not checking out the latest version in gitlab. This latest version would contain the requirements.txt.
Using cached repository in "/root/.clearml/vcs-cache/pytorchmnist.f220373e7227ec760b28c7f4cd99b534/pytorchmnist" warning: redirecting to Note: checking out 'cfb833bcc70f3e10d3b6a96cfad3225ed682382b'.But i'm guessing this block below applied the diff..does it include the requirements.txt though?
` HEAD is now at cfb833b Upload New Fil...

4 years ago
0 Hi, I Started My Agent Using. Clearml-Agent Daemon --Gpus 0 --Queue Gpu --Docker --Foreground, With The Following Parameters In Clearml.Conf.

Thanks. That's easy to miss as its not quite apparent in the main docs. How should i pass in env variables with Task?

4 years ago
0 Hi, If I'Ve Clearml Agents Installed On Several Servers, Each With A Single Gpu. How Can I Train A Gpt2 Model That Would Require Multiple Gpus?

Yeah.. issue is ClearML unable to talk to the nodes cos pytorch distributed needs to know their IP. There is some sort of integration missing that would enable this.

2 years ago
0 Hi, Is There Any Code Examples Of How Dataops Is Being Established?

The first is probably done using pipeline controllers, the second using Datasets or HyperDatasets. Its not very clear how the last one is achieved, especially on the searchable data catalogs.

4 years ago
4 years ago
0 Hi, I'M Working On A Post Deployment Data And Model Monitoring Using Clearml. The Idea Is This.

Hi SuccessfulKoala55 , just wondering how i can follow up on this.

3 years ago
0 Hi, I Notice A New Behavuour With Clearml-Agent=1.1.0. When It Is Installing The Packages I Nrequirements.Txt, It Failed With.

Its hard to tell, but the agent change was a significant one. Unless python versions has something to do with it.

4 years ago
0 Hi

Hi i missed this. Is there a recording?

4 years ago
0 Hi, I Started My Agent Using. Clearml-Agent Daemon --Gpus 0 --Queue Gpu --Docker --Foreground, With The Following Parameters In Clearml.Conf.

Hi,
It did, nvidia/cuda:10.1-runtime-ubuntu18.04.

So if i need to set this every time, what is the following config for? And how do i pass in new env parameters?
` default_docker: {
# default docker image to use when running in docker mode
image: "dockerrepo/mydocker:custom"

    # optional arguments to pass to docker image
    # arguments: ["--ipc=host", ]
    arguments: ["--env GIT_SSL_NO_VERIFY=true",]
} `
4 years ago
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