from datetime import datetime import hashlib from clearml import Task previous_timestamp = 0 task_filter = {} task_filter.update( { 'page_size': 100, 'page':...

I have a question about the clean up script. The cleanup service can remove model checkpoints that are saved somewhere on disk. However the cleanup service i...

We are planning to use a data versioning system, because now we are having a lot of folders with different names which basically contain the same data, only ...

Sometimes I notice that at the end of an experiment clearml keeps hanging (something with repository detection?) and the script does not end. Do more people ...

I have a question. If I do a training on a cloud instance for example the models are saved there first. This is the path that is also logged in the clearml a...

Hi, is it possible to specify per experiment (task in clearml) where the results (artifacts) are saved?

Hi, is there a way to not upload results by default to the clearml demo server?

When starting a training I keep seeing these messages: clearml.model - INFO - Selected model id: 7bd69df73653400197a2ddb438b2a046 Also under artifacts > inpu...

Hi, I have a script running cross validation, basically it calls 5 times (5 folds) another script that does a training and evaluation. Is it possible in Clea...

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...

WARNING:root:Could not delete Task ID=6cd7f02be36c4361965adf9f027bcda5, Task ID "6cd7f02be36c4361965adf9f027bcda5" could not be found 2021-07-15 20:58:48,046...

multiprocessing.pool.RemoteTraceback: """ Traceback (most recent call last): File "/usr/lib/python3.6/multiprocessing/pool.py", line 119, in worker result = ...

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...

Hi, when using the logger.report_table() method ( https://allegro.ai/clearml/docs/docs/examples/reporting/pandas_reporting.html#reporting-csv-files-as-tables...

from clearml import Dataset # Preprocessing code here dataset = Dataset.create(dataset_name='dataset name',dataset_project='dataset project') dataset.add_fil...

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...

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...

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...

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 the...

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...

What is the maximum length for the experiment name? I noticed that with very long names errors can occur

agent-services: networks: - backend container_name: trains-agent-services image: allegroai/trains-agent-services:latest restart: unless-stopped privileged: t...

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...

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...

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?

I enabled the slack alerts service (status is 'running') and it posts a first message in the channel: Allegro ClearML Slack monitoring service started Monito...

This is from the slack alerts console: > Environment setup completed successfully Starting Task Execution: ClearML experiment monitor Slack service ClearML r...

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 (...

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...