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EnthusiasticShrimp49
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0 Questions, 96 Answers
  Active since 18 February 2023
  Last activity 2 years ago

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0 Hi, We Would Like To Incorporate Some Approval Process In Clearml. One Of The Needs Is To Attach Some Pdfs And Word Docs To A Published Experiment, Preferbly Through The Web Ui. The Attachments Could Be In The Form Of The Actual Files, Or Links To The Fil

This sounds like a use case for the enterprise version of ClearML. In it you can set read/write permissions. Publishing is considered a "write", so you can limit who can do it. Another thing that might be useful in your scenario is to try using "Reports", and connect the "approved" experiments info to a report and then publish it. Here's a short video introducing reports .

By the way, please note that if the experiment/report/whatever is publis...

2 years ago
0 Hi All, I Have A Newbie Question About Clear-Ml Data. I Have Four Data Sources That Get Combined To Train A Model. I Have Put Each Of These Datasets Into Clear Ml So That I Can Track Their Versions, And Then Create The Fifth 'Combined' Dataset Using The I

Hello @<1604647689662763008:profile|PerfectSwan93> , I tend to agree with you , option one is the best given your use-case. If you keep the same name and project it will result in a version bump on the combined dataset, but it will not point to the previous combined dataset as a parent.

2 years ago
0 If You'Re Paying For The Premium Features Would Those Be Available To A Self Hosted Server Or Only On The Web Client?

For on-premise deployment with premium features we have the enterprise plan 😉

2 years ago
0 Hi I Am Having Issue With Pipeline. Even My Every Task Of Pipeline Is Completed, My Core Pipeline Controller Is Still Running. I Have Added Pipe.Wait() And Pipe.Stop() As Well. Attached Pic Shows The Pipeline In Running State, And Tasks In Completed Stat

I see you want to use the services queue for both the pipeline controller and pipeline steps, but you have only one worker/agent listening to this queue. In this case you need at least 2 agents listening to the services queue. Try spawning an additional agent that listens to this queue and let me know how it goes .

2 years ago
0 Hey, We Are Using Clearml 1.9.0 With Transformers 4.25.1… And We Started Getting Errors That Do Not Reproduce In Earlier Versions (Only Works In 1.7.2 All 1.8.X Don’T Work):

Could you please run the misbehaving example, try to add a breakpoint in clearml/backend_interface/task/task.py in Task.update_output_model on the line with url = output_model.update_weights( , and tell me what the value of model_path is? In case you're using virtual environments, clearml library should be installed somewhere in <virtual env directory>/lib/python3.10/site-packages/clearml/

2 years ago
0 How Can I Send A Composed Chunk Of Code For Remote Execution

I ’ m afraid serializing an entire class won’t be possible , but create_function_task will send the entire environment for remote execution , so you can still access your code

one year ago
0 Hello, I Saw, That Clearml Data Was Integrated Into Yolov5

It won't, for that you need full support from Ultralytics

2 years ago
0 Hi People! I Think The Clearml

Hello @<1523710243865890816:profile|QuaintPelican38> , could you try Dataset.get ing an existent dataset and tell whether there are any errors or not?

2 years ago
0 Hi Everyone, I’M Trying To Create A Pipeline From Tasks Without Uploading The Data Into Clearml Server Because

That's not that much. You can use the AWS autoscaler and provision a spot g4dn GPU instance with a bit more disk. This should cost you less than 50 cents an hour

one year ago
0 Hey, We Are Using Clearml 1.9.0 With Transformers 4.25.1… And We Started Getting Errors That Do Not Reproduce In Earlier Versions (Only Works In 1.7.2 All 1.8.X Don’T Work):

Hey @<1523701949617147904:profile|PricklyRaven28> , about the S3 loading issue. The path to the model in the artifact tab, is it an S3 bucket or a local path?

2 years ago
0 How Can I Send A Composed Chunk Of Code For Remote Execution

Hey @<1523701083040387072:profile|UnevenDolphin73> what you're building here sounds like a useful tool. Let me understand what you're trying to achieve here, please correct me if I'm wrong:

  • You want to create a set of Step classes with which you can define pipelines, that will be executed either locally or remotely.
  • The pipeline execution is triggered from a notebook.
  • The steps are predefined transformations, the user normally won't have to create their own steps
    Did I get all...
one year ago
0 Hi

Ah, I see now. There are a couple of ways to achieve this.

  • You can enforce that the pipeline steps execute within a predefined docker image that has all these submodules - this is not very flexible, but doesn't require your clearml-agents to have access to your Git repository
  • You can enforce that the pipeline steps execute within a predefined git repository, where you have all the code for these submodules - this is more flexible than option 1, but will require clearml-agents to have acce...
one year ago
0 Hi There,

Hey @<1523701066867150848:profile|JitteryCoyote63> , could you please open a GH issue on our repo too, so that we can more effectively track this issue. We are working on it now btw

2 years ago
0 Hey Guys

It may indeed be, thanks for letting us know, we’ll try to replicate it

2 years ago
0 Hey There! I Kindly Ask For Your Swarm Knowledge On Clearml Pipelines. I'M Trying To Setup A Simple Pipeline With A Controller Running On The Service-Queue And Three Tasks, That Are Added With

Hey @<1547390438648844288:profile|ScaryJellyfish75> , can you provide the whole code for the pipeline, and also mention what clearml version are you using?

2 years ago
0 Does Any One Know This Error While Running A Pipeline:

Can you paste here the code of the pipeline that you're trying to run?

2 years ago
0 Hello. I Want To Update An Artifact In A Task (A Pandas Data Frame). I Do This With

You can try to add the force_download=True flag to .get() to ignore the locally cached content. Let me know if it helps.

2 years ago
0 Quick Question - Does Clearml'S Task Support Subprocesses Launched Within A Script? I Have This Scenario

Hey @<1535069219354316800:profile|PerplexedRaccoon19> , yes it does. Take a look at this example, and let me know if there are any more questions: None

2 years ago
0 Hello, I Am Trying To Modify My Clearml-Agent Running On A Aws Autoscaler (From Clearml Applications). I Want To Be Able To Clone My Repo (Working), And Install My Poetry Dependencies From

Do you know whether the agent VM/image has python 3.9 installed ? Also, you emphasised that this happens when setting the package manager to poetry, does it mean this issue doesn’t happen when leaving package manager settings to default values ?

2 years ago
0 Hello, I Having Been Exhausting The Metrics Quota Way To Fast For The Current Use That I Am Making Of Clearml. Is The Quota Cumulative ? I.E. Do We Get 1G Per Month ? I Am Concerned Because If We Upgrade And Need To Pay

Hey @<1644147961996775424:profile|HurtStarfish47> , you can use S3 for debug images specifically , see here: https://clear.ml/docs/latest/docs/references/sdk/logger/#set_default_upload_destination but the metrics (everything you report like scalars, single values, histograms, and other plots) are stored in the backend. The fact that you are almost running out of storage could be because of either t...

one year ago
0 Hi Team,

This is doing fine-tuning. Training a multi-billion parameter model from scratch would be economically unfeasible for most of existing enterprises

2 years ago
0 Input_Model = C_Model.Query_Models(Project_Name="A/B", Model_Name="B", Tags=["Pipeline", "Modelval:Tocheck"]) # Path_To_Last_Weights = Input_Model[0].Download_Model_Weights() Path_To_

I can't quite reproduce your issue. From the traceback it seems it has something to do with torch.load . I tried both your code snippet and creating a PyTorch model and then loading it, neither led to this error.

Could you provide a code snippet that is more like the code that is causing the issue? Also, can you please tell what clearml version are you using, and what is the Model URL in the UI? You can use the same filters in UI as the ones you used for Model.query_models to find th...

2 years ago
0 How Can I Send A Composed Chunk Of Code For Remote Execution

Hey @<1523701083040387072:profile|UnevenDolphin73> , sorry for late reply, I’m investigating now the issue that you mentioned that running a remote task with create_function_task fails. I can’t quite reproduce it, can you please provide a complete runnable code snippet that fails like you just described

one year ago
0 Hi Guys, I Have A Question Regarding Model Tracking. I Have Pipelines That Use Xgboost Through The Scikit-Learn Api To Perform:

This is the method you're looking for None . But make sure you have a model saved on disk before using it. And if you don't want the model to be deleted from disk after it, make sure to set auto_delete_file=False

2 years ago
0 Hi All ! I'M Trying To Run My Tasks On Open-Source Clearml-Server. But Everytime I Try To Run A Task On It With Clearml-Agent, I Get The Same Error : Clearml_Agent: Error: 'Utf-8' Codec Can'T Decode Byte 0Xe9 In Position 26: Invalid Continuation Byte Even

Hey @<1546303293918023680:profile|MiniatureRobin9> , to help narrow down the problem, could you try to manually download None and open it with pickle ?

Also, is your agent running on the same machine as your server and the example pipeline code? And what Python version are you using for all three components? Because I see there's a warning `could not locate requested Python version 3.11, reverting t...

2 years ago
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