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GreasyPenguin14
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28 Questions, 55 Answers
  Active since 10 January 2023
  Last activity one year ago

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54 × Eureka!
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2 years ago
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2 years ago
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2 years ago
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2 years ago
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Hi, we use clearml to track all our experiments. For each experiment the accuracy the logged for both the training and the test set: self.logger.report_scala...
3 years ago
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2 Answers
443 Views
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Is there a recommended way to deal with ClearML in Continuous Integration pipelines? I have an integration test running in the CI, but now it writes to the p...
3 years ago
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11 Answers
477 Views
0 Votes 11 Answers 477 Views
Hi, is it possible to query all experiments in a project and get the best performing one (sorted by one metric)? Something similar as search_runs in mlflow (...
3 years ago
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0 Votes 0 Answers 441 Views
Hi all, I am following the exact same steps as in the "Getting Started": https://allegro.ai/clearml/docs/docs/deploying_clearml/clearml_server_linux_mac.html...
3 years ago
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2 Answers
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Hi, what is the correct way to get all the failed and aborted experiments? client = APIClient() tasks = client.tasks.get_all( system_tags=["failed", "aborted...
2 years ago
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agent-services: networks: - backend container_name: trains-agent-services image: allegroai/trains-agent-services:latest restart: unless-stopped privileged: t...
3 years ago
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2 years ago
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Hi, is there a way to not upload results by default to the clearml demo server?
3 years ago
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What is the maximum length for the experiment name? I noticed that with very long names errors can occur
2 years ago
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I read that clearml-data stores only the difference between versions. Is this only working for text files or also for big files like medical imaging?
2 years ago
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Hi, when I use the slack monitoring service it creates a link with task.get_output_log_web_page() However, this gives something like http://apiserver:8080/pr...
3 years ago
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2 years ago
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3 years ago
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How can I test scripts that use clearml in a CI environment? The integration tests run in a docker container without access to a clearml server, so I get the...
2 years ago
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Hi, is it possible to specify per experiment (task in clearml) where the results (artifacts) are saved?
2 years ago
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2 years ago
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2 years ago
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from clearml import Dataset # Preprocessing code here dataset = Dataset.create(dataset_name='dataset name',dataset_project='dataset project') dataset.add_fil...
2 years ago
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2 years ago
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From the getting started: "If CLEARML_AGENT_GIT_USER / CLEARML_AGENT_GIT_PASS are not provided, then ClearML Agent Services will not be able to access any pr...
3 years ago
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Hi, I noticed that clearml does not work together with the debugger in PyCharm. Everytime I use the debugger I have to first comment out the clearml code. Is...
3 years ago
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Hi, when using the logger.report_table() method ( https://allegro.ai/clearml/docs/docs/examples/reporting/pandas_reporting.html#reporting-csv-files-as-tables...
3 years ago
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from datetime import datetime import hashlib from clearml import Task previous_timestamp = 0 task_filter = {} task_filter.update( { 'page_size': 100, 'page':...
3 years ago
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This is from the slack alerts console: > Environment setup completed successfully Starting Task Execution: ClearML experiment monitor Slack service ClearML r...
3 years ago
0 From The Getting Started: "If 

Okay, but for example slack alerts do not need git access I assume?

3 years ago
0 Hi, When I Use The Slack Monitoring Service It Creates A Link With

Yes other then the link it generates it works fine

3 years ago
0 Hi, When I Use The Slack Monitoring Service It Creates A Link With

btw the same happens when I try this on localhost

# ClearML SDK configuration file api { # Notice: 'host' is the api server (default port 8008), not the web server. api_server: web_server: files_server: # Credentials are generated using the webapp, # Override with os environment: CLEARML_API_ACCESS_KEY / CLEARML_API_SECRET_KEY

3 years ago
0 Hi, Is It Possible To Specify Per Experiment (Task In Clearml) Where The Results (Artifacts) Are Saved?

I see task.get_output_destination() returns a url like http://localhost:8081 . Is it possible to get the folder with the artifacts/models?

2 years ago
0 Hi, Is It Possible To Specify Per Experiment (Task In Clearml) Where The Results (Artifacts) Are Saved?

I see, will it be possible in the future to directly write custom/not supported formats to the folder? Because we are working with very big files, having them stored at multiple locations is something we try to avoid

2 years ago
0 Hi, Is It Possible To Specify Per Experiment (Task In Clearml) Where The Results (Artifacts) Are Saved?

I see, however it looks like medical images are not supported. We use nifty images, except for an 3D array the image also contains voxel spacing, and origin and direction in a world frame

2 years ago
0 Hi, Is It Possible To Specify Per Experiment (Task In Clearml) Where The Results (Artifacts) Are Saved?

Yes, now I new unique folder is created per experiment where the predictions are saved. That works. The only thing is that now there is the folder that clearml makes for an experiment and the folder that saves the resuts. So two folders with artifacts per experiment. I was wondering if there was a more efficient solution and if it could be combined.

2 years ago
0 Hi, Is It Possible To Specify Per Experiment (Task In Clearml) Where The Results (Artifacts) Are Saved?

It is for storing the predictions a trained model makes, so two different models do create slightly different images

2 years ago
0 Hi, Is It Possible To Specify Per Experiment (Task In Clearml) Where The Results (Artifacts) Are Saved?

It is the folder the clearml creates and the folder we create ourself to store the predictions

2 years ago
0 Hi, Is It Possible To Specify Per Experiment (Task In Clearml) Where The Results (Artifacts) Are Saved?

Okay, so I have to first save the generated image somewhere and then with logger.report_media it is copied to the folder?

2 years ago
0 Hi, Is It Possible To Specify Per Experiment (Task In Clearml) Where The Results (Artifacts) Are Saved?

Okay, I am working with medical images. And when running a testing script I want to save the predictions (also big medical images of another modality). What happens when I do logger.upload_artifact(..). Then a file is copied to this folder?

2 years ago
0 Hi, When Using The Logger.Report_Table() Method (

Any idea when this will be fixed?

3 years ago
0 Hi, When I Use The Slack Monitoring Service It Creates A Link With

I tried it but it doesnot work. I checked the clearml-agent-services container and it does have the right CLEARML_WEB_HOST
echo $CLEARML_WEB_HOST
http://192.168.4.1:8080
however, the messages on slack still point to apiserver:8080

3 years ago
0 Warning:Root:Could Not Delete Task Id=6Cd7F02Be36C4361965Adf9F027Bcda5, Task Id "6Cd7F02Be36C4361965Adf9F027Bcda5" Could Not Be Found 2021-07-15 20:58:48,046 - Clearml.Task - Error - Action Failed <400/101: Tasks.Get_By_Id/V1.0 (Invalid Task Id: Id=Ff308E

Some of the experiments are done on a GCP instance instead of the local server on which we also run ClearML. The experiments running on GCP report to the same local clearml server, but the IP address for clearml configured on the GCP instance is different (and then forwarded). Is this the problem?

2 years ago
0 Warning:Root:Could Not Delete Task Id=6Cd7F02Be36C4361965Adf9F027Bcda5, Task Id "6Cd7F02Be36C4361965Adf9F027Bcda5" Could Not Be Found 2021-07-15 20:58:48,046 - Clearml.Task - Error - Action Failed <400/101: Tasks.Get_By_Id/V1.0 (Invalid Task Id: Id=Ff308E

I restarted the cleanup service. Now I get some messages like this:

2021-07-16 12:39:46,736 - clearml.storage - ERROR - Failed creating storage object file:// Reason: 'NoneType' object has no attribute 'replace'
2021-07-16 12:39:46,736 - clearml.Task - ERROR - Failed deleting None: 'NoneType' object has no attribute 'delete'
WARNING:root:Could not delete Task ID=eb11c92928af477e9e732d0cad47a57e, sequence item 0: expected str instance, NoneType found

any idea?

2 years ago
0 Hi, We Use Clearml To Track All Our Experiments. For Each Experiment The Accuracy The Logged For Both The Training And The Test Set:

Yes, I add these metrics as extra columns and then I sort them. I want to know which experiments performs best in daylight for example or which during night. Therefore I think a is not the right choice

3 years ago
0 Hi, When I Use The Slack Monitoring Service It Creates A Link With

I enqueue to service to the services queue, not done anything myself with agents

3 years ago
0 Hi, When I Use The Slack Monitoring Service It Creates A Link With

I created it with clearml-init, nothing special. It looks like

# ClearML SDK configuration file api { # Notice: 'host' is the api server (default port 8008), not the web server. api_server: web_server: files_server: # Credentials are generated using the webapp, `
# Override with os environment: CLEARML_API_ACCESS_KEY / CLEARML_API_SECRET_KEY
credentials {"access_key": "NMWOE5C3RGTX473M9D3M", "secret_key": "L@G50jO+TJ23#8Eerp1E$4y=elUt11P!BL...

3 years ago
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