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DeliciousBluewhale87
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38 Questions, 126 Answers
  Active since 10 January 2023
  Last activity 7 months ago

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121 × Eureka!
0 Votes
2 Answers
901 Views
0 Votes 2 Answers 901 Views
Hi, I have k8s environment and I have tried to install via helm. https://github.com/allegroai/clearml-helm-charts However, there were all kinds of errors in ...
2 years ago
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3 Answers
867 Views
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I was running the hyperparameter optimization code in clearml. I understand Iteration is one single experiment but what does the other parameters refer to ? ...
3 years ago
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3 Answers
980 Views
0 Votes 3 Answers 980 Views
https://github.com/allegroai/clearml-server-helm I am following this k8 setup for clearml-server-helm. Here the clearml-agents are being started automaticall...
3 years ago
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2 Answers
893 Views
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3 years ago
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1K Views
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3 years ago
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10 Answers
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Quick qn, when using the clearml-task, how to specify the output_uri.
3 years ago
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1 Answers
963 Views
0 Votes 1 Answers 963 Views
Hi, I am trying to hyperparameterization. I am not sure how to pass a args['dataset_url'] from hyper.py to base.py. hyper_parameters=[ DiscreteParameterRange...
3 years ago
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12 Answers
1K Views
0 Votes 12 Answers 1K Views
Hi folks, we are trying to find a tool to help with workflow orchestration. This is our stack so far (Label Studio/Clearml/Seldon). Does anyone have any expe...
3 years ago
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5 Answers
1K Views
0 Votes 5 Answers 1K Views
3 years ago
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2 Answers
1K Views
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i was able to run my clearml-agent but when i tried in docker mode. I got the below error. Btw, my worker runs in non-gpu machine but also dont need GPU as w...
2 years ago
0 Votes
17 Answers
1K Views
0 Votes 17 Answers 1K Views
I saw a guide on setting up clearml server in kubernetes. https://allegro.ai/clearml/docs/docs/deploying_clearml/clearml_server_kubernetes.html . However, i ...
3 years ago
0 Votes
7 Answers
914 Views
0 Votes 7 Answers 914 Views
Hi, just checking.. Does anyone know whether clearml Enterprise has deployment functionality..
3 years ago
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3 Answers
1K Views
0 Votes 3 Answers 1K Views
Another qn, is clearml-data analogous to a feature-store
2 years ago
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6 Answers
1K Views
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Hi, I am running a pipeline (which does preprocessing and training) ? Once training ends, I want to automatically publish the task (model). Reading the docs,...
3 years ago
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1 Answers
952 Views
0 Votes 1 Answers 952 Views
Currently, I start my clearml queues like this from the command shell. Is there a more elegant way to do this/ Like running it in perpetuity ? python clearml...
3 years ago
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6 Answers
1K Views
0 Votes 6 Answers 1K Views
Prev, i worked with Clearml (1 year back) and back then, we config Seldon Core for the deployment and Clearml for the training.. Now there is clearml-serving...
2 years ago
0 Votes
10 Answers
1K Views
0 Votes 10 Answers 1K Views
Hi, I'd like to set up ClearML in a Kubernetes environment. Previously, i used the helm package, but it was not really configurable. Now I intend to use this...
3 years ago
0 Votes
9 Answers
991 Views
0 Votes 9 Answers 991 Views
I have used AWS S3 and minio as storage for clearml artifacts. But has anyone used Nexus as a storage ?
3 years ago
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4 Answers
949 Views
0 Votes 4 Answers 949 Views
Does Clearml has a webhook mechanism ? Example, when a training job is completed.. There is notification raised so can proceed to do deployment etc ...
3 years ago
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12 Answers
922 Views
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Hi, I have quite a generic question. Basically, I am picking your brains for any solution. Our current pipeline has (clearml-data, clearml and seldon). We we...
3 years ago
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5 Answers
1K Views
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For the Clearml-Server component, can the Clearml File server be configured to any kind of storage ? Example hdfs or even a database etc..
2 years ago
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3 Answers
1K Views
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Hi, Just a silly question. Using clearml-data, Am I right to say every data commit is immutable, as in , it isnt possible to open an existing task-id(for dat...
3 years ago
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23 Answers
1K Views
0 Votes 23 Answers 1K Views
Hi, expanding on ReassuredTiger98 ’s earlier question, Let's say Alice is running an hyperparameter optimization task on a particular queue, and spins off hu...
3 years ago
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6 Answers
935 Views
0 Votes 6 Answers 935 Views
Hi everyone, yesterday I pushed an experiment to the http://app.community.clear.ml server. It is still pending after 19 hours, is this normal behaviour ? Thanks
3 years ago
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1 Answers
921 Views
0 Votes 1 Answers 921 Views
Hi , I have set up clearml using the helm chart in k8s. I have been wanting to set up an authentication for the clearml server. https://allegro.ai/clearml/do...
3 years ago
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13 Answers
977 Views
0 Votes 13 Answers 977 Views
Hi , I have this use case. I have Dataset project. This stores the dataset and its lineage. 2. I have another project build using the Pipeline. The pipeline ...
3 years ago
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11 Answers
957 Views
0 Votes 11 Answers 957 Views
Hi, we have clearml on k8 setup. Using the below, we run dynamic pods on the cluster. k8s_glue_example.py --queue glue_qI pushed this code, https://github.co...
3 years ago
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12 Answers
1K Views
0 Votes 12 Answers 1K Views
https://github.com/allegroai/clearml/blob/master/examples/optimization/hyper-parameter-optimization/base_template_keras_simple.py Hi, I am running this code ...
3 years ago
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34 Answers
22K Views
0 Votes 34 Answers 22K Views
3 years ago
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5 Answers
956 Views
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Seems clearml-server-k8s has been deprecated in version 1.0.. Did this to install helm install allegroai/clearml-server-chart --namespace=clearml --generate-...
3 years ago
Show more results questions
0 I Just Deployed Clearml Into K8 Cluster Using Clearml Helm Package. When I Ran A Job, It Gave This Error In The Clearml Web Server (Attached Below). I Sshed Into The Pod Running The Clearml-Agent. Upon Typing Clearml-Agent Init, I Realised The Clearml.Con

Yup, i used the value file for the agent. However, i manually edited for the agentservices (as there was no example for it in the github).. Also I am not sure what is the CLEARML_HOST_IP (left it empty)

3 years ago
0 Hi , I Have This Use Case.

TimelyPenguin76 : Yup that's what I do now.. However, shld config to use some distributed storage later

3 years ago
0 Hi , I Have This Use Case.

Yes, I am already using a Pipeline.

2.  I have another project build using the Pipeline. The pipeline always loads the last commited dataset from the above Dataset project and run few other stuff.

Just not sure, how to make the Pipeline to listen to changes in the Dataset project.

3 years ago
0 Quick Qn, When Using The Clearml-Task, How To Specify The Output_Uri.

i ran this in my local machine..
clearml-task --project playground --name tensorboard_toy --script tensorboard_toy.py --requirements requirements.txt --queue myqueue

3 years ago
0 Hi Folks, We Are Trying To Find A Tool To Help With Workflow Orchestration. This Is Our Stack So Far (Label Studio/Clearml/Seldon). Does Anyone Have Any Experience With Using Any Workflow Which Is Most Compatible Esp Wrt To Clearml.

AgitatedDove14 We too self host (on prem) the helm charts in our local k8s ecosystem.
Triggering - Will be nice feature indeed, currently we are using clearml.monitors to address these now
Is it the UI presenting the entire workflow? - This portion will also be nice. (Let's say someone uses a 1) clearmldataset -> 2) Pipeline Controller (Contains preprocessing, training, hyperparamter tuning) -> 3) clearml-serving ).. If they can see the entire thing, in one flow
We are using seldon f...

3 years ago
0 Quick Qn, When Using The Clearml-Task, How To Specify The Output_Uri.

Hi guys,
I filled up the default_output_ur in the conf file, but it doesnt get reflected in the clearml ui.
Disclaimer : Clearml is setup as a k8s pod using the Helm charts
sdk { development { # Default Task output_uri. if output_uri is not provided to Task.init, default_output_uri will be used instead. default_output_uri: " " } }

3 years ago
0 I Saw A Guide On Setting Up Clearml Server In Kubernetes.

Thanks JuicyFox94 .
Not really from devops background, Let me try to digest this.. 🙏

3 years ago
0 Hi , I Have This Use Case.

MagnificentSeaurchin79 How to do this ? Can it be done via ClearMl itself ?

sounds like you need to run a service to monitor for new commits in PROJ_1, to trigger the pipeline

3 years ago
0 Dear Community! I'M Trying Out A New Way To Make Clearml-Related Content. I'D Like Your Opinion On Whether This Is Something You Would Consider Watching (Provided Editing And Content Is A Little Bit Better

nice... we need moarrrrrrrr !!!!!!!!
It wud be really helpful, if you cud do the next episode on setting up clearml in kubernetes.. 😇
In anyways, keep up the good work for the community

3 years ago
0 Another Qn, Currently When Building Pipelines. We Use Python Codes As Steps. Is It Possible To Substitute These Steps Using Containers Instead. The Main Reason, Being This Will Be Much More Faster Than In Each Step Vs (Building Docker Image And Running Co

Hi, using the pipeline examples, with
step1_dataset_artifact.py, step2_data_processing.py, step3_train_model.py ==> pipeline_controller.pyIn the above example, the pipeline_controller is stringing together 3 python files, instead could it string together 3 containers instead. Of course, we can manually compile each into a docker image, but does clearml has some similar approach baked in.

3 years ago
0 Hi, I Am Running A File Like This

Hi AgitatedDove14 , Attached my create version compared to init version..
When I enqueue both the init and create version into my clearmlQueue, it seems the create version doesnt execute at all.
It just mentions "2021-05-26 16:02:13,053 - clearml - WARNING - Terminating local execution process" and says it has completed successfully.

3 years ago
0 Hi, We Have Clearml On K8 Setup. Using The Below, We Run Dynamic Pods On The Cluster.

let me run the clearml-agent outside the k8 system.. and get back to u

3 years ago
0 Clearml Server For Kubernetes Clusters Using Helm

Hi, for the values.yaml, is there some reference for it esp so , if we assign more Memory to webserver service etc. I tried googling around but so far no luck

3 years ago
0 I Saw A Guide On Setting Up Clearml Server In Kubernetes.

Just to add on, I am using minikube now.

3 years ago
0 Hi, We Have Clearml On K8 Setup. Using The Below, We Run Dynamic Pods On The Cluster.

` Could not load dynamic library 'libcupti.so.11.0'; dlerror: libcupti.so.11.0: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/nvidia/lib:/usr/local/nvidia/lib64
2021-03-11 09:11:17.368793: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcupti.so'; dlerror: libcupti.so: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/nvidia/lib:/usr/local/nvidia/lib64
2021-03-11 09...

3 years ago
0 Hi, I Am Running A File Like This

The above screenshot is from my local settings... My agents run in the k8s system (like in a pod)

3 years ago
0 Quick Qn, When Using The Clearml-Task, How To Specify The Output_Uri.

Yeah, that worked.. As I was the running the agent in a different machine as our deployment of clearml was in k8s.

3 years ago
0 Hi, Just Checking.. Does Anyone Know Whether Clearml Enterprise Has Deployment Functionality..

kkie.. was checking in the forum (if anyone knows anything) before asking them..

3 years ago
0 Hi , I Have This Use Case.

kkie.. I have two differenet projects under clearml web server.
First project , stores datasets only.. using clearml-data (PROJ_1) Second project, is a clearml-pipeline project, (PROJ_2) which pulls the latest commited dataset from (PROJ_1) and does few other steps ... Now, I manually start the PROJ_2 when i know the dataset is updated in PROJ_1.

3 years ago
0 Prev, I Worked With Clearml (1 Year Back) And Back Then, We Config Seldon Core For The Deployment And Clearml For The Training.. Now There Is Clearml-Serving, Does It And Can It Fulfill A Similar Objective ?

what does a control plane do ? I cant understand this..
Like the serving engine, will get the user input, preprocess, infer it and send back the results..

2 years ago
0 Hi , I Have This Use Case.

TimelyPenguin76 :
from clearml import Dataset ds = Dataset.get(dataset_project="PROJ_1", dataset_name="dataset")

3 years ago
0 I Suppose The

kkie, tks.. I will connect with you offline .

3 years ago
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