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GreasyPenguin14
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29 Questions, 62 Answers
  Active since 10 January 2023
  Last activity 10 months ago

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61 × Eureka!
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2 Answers
1K Views
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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...
3 years ago
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4 Answers
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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...
4 years ago
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3 years ago
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30 Answers
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3 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?
3 years ago
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9 Answers
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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...
3 years ago
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4 Answers
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3 years ago
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24 Answers
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Hi, is it possible to specify per experiment (task in clearml) where the results (artifacts) are saved?
3 years ago
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17 Answers
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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...
4 years ago
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3 years ago
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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...
4 years ago
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11 Answers
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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 (...
4 years ago
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3 Answers
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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...
3 years ago
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4 Answers
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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...
4 years ago
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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...
4 years ago
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5 Answers
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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
3 years ago
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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...
4 years ago
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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...
4 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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3 years ago
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3 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...
4 years ago
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9 Answers
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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':...
4 years ago
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0 Votes 13 Answers 639 Views
Maybe this is more a git question than a ClearML question, but how do I get the CLEARML_AGENT_GIT_USER and CLEARML_AGENT_GIT_PASS for step 11 in https://alle...
4 years ago
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4 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
0 Hi, In The Clearml Web Ui, Is It Possible To Edit The Description Of A Project For Which The Description Was Initially Empty? When There Is A Description There Is An "Edit" Button On The Overview Tab. When There Is No Description There Is No "Edit" Button

I see this indeed when I create a new project with an empty description. Is this also possible for older project created before clearml 1.0? For these projects this button is not there

3 years ago
0 Maybe This Is More A Git Question Than A Clearml Question, But How Do I Get The Clearml_Agent_Git_User And Clearml_Agent_Git_Pass For Step 11 In

Is there a way to test this? It seems my git user and token are correct. I can do git clone https://<NAME_TOKEN >:<ACCESSTOKEN> gitlab.com/mycompany/repo.git

However when starting the service it fails with:

cloning: git@gitlab.com:mycompany/repo.git
Using user/pass credentials - replacing ssh url

:mycompany/repo.git' with https url '

'
2021-01-18 20:04:08
User aborted: stopping task (3)

4 years ago
0 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?

yes, I wanted the confirmation that this is also a good solution for datasets with medical images

3 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

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

Yes I see:

"The default location for output models and other artifacts. If True is passed, the default files_server will be used for model storage. In the default location, ClearML creates a subfolder for the output. The subfolder structure is the following: <output destination name> / <project name> / <task name>.<Task ID>"

So it makes a folder in the output destination <project_name>/<task name>.<Task ID>. It is not possible to specify the full output destination right?

3 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.

3 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

3 years ago
0 From Datetime Import Datetime Import Hashlib From Clearml Import Task Previous_Timestamp = 0 Task_Filter = {} Task_Filter.Update( { 'Page_Size': 100, 'Page': 0, 'Status_Changed': ['>{}'.Format(Datetime.Utcfromtimestamp(Previou

I was looking for all the metric names, similar as what you get when clicking the '+ metric' in customize columns. But turns out I will implement it in a different way, not needed anymore

4 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?

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?

3 years ago
0 Multiprocessing.Pool.Remotetraceback: """ Traceback (Most Recent Call Last): File "/Usr/Lib/Python3.6/Multiprocessing/Pool.Py", Line 119, In Worker Result = (True, Func(*Args, **Kwds)) File "/Usr/Lib/Python3.6/Multiprocessing/Pool.Py", Line 44, I

This was with using one task in a multiprocessing.pool and the next one in the main process. I switched to have all tasks in a separate process via ProcessPoolExecutor and now it runs fine 👍 (version 0.17.5)

3 years ago
0 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 It Possible To Solve This?

it is the same with rc4. Under the variables tab it keeps hanging on 'collecting data...' OS: Ubuntu 18.04, PyCharm CE 2020.3

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

Old legacy code that has its own folder structure per experiment. I can also do it the other way around. Does task.get_output_destination() return the folder including project name and <task_name>.<task_id>?

3 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

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

4 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

4 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

4 years ago
0 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 It Possible To Solve This?

` Backend TkAgg is interactive backend. Turning interactive mode on.
Traceback (most recent call last):
File "/snap/pycharm-community/226/plugins/python-ce/helpers/pydev/_pydevd_bundle/pydevd_frame.py", line 747, in trace_dispatch
self.do_wait_suspend(thread, frame, event, arg)
File "/snap/pycharm-community/226/plugins/python-ce/helpers/pydev/_pydevd_bundle/pydevd_frame.py", line 144, in do_wait_suspend
self._args[0].do_wait_suspend(*args, **kwargs)
File "/snap/pycharm-community...

3 years ago
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