Here it is @<1523701205467926528:profile|AgitatedDove14>
The queue will be empty when I run task
Hi @<1597762318140182528:profile|EnchantingPenguin77>
, but it seems like clearml always create a virtual environmen
Yes that's correct, but the new venv inside the container inherits from the system packages (so if nothing changes it does nothing)
Is there a way that I can have the clearml-task to automatically activated a virtual environment use the activated custom virtual environment in my docker and run the scripts
Yoo can but the "correct" way to work with python and containers is to actually install everything on the system (not venv)
That said, just set this env variable to point top the python binary inside your venv in the container
CLEARML_AGENT_SKIP_PIP_VENV_INSTALL=/root/venv/bin/python
None
Thanks @<1523701205467926528:profile|AgitatedDove14> . I just got an issue running clearml-task remotely, it has been working fine before today, but now every time I run clearml-task, it shows pending, and I've been waiting for 3 hours the status is still pending. The autoscalers was charging the hourly rate even though the task is still pending for 3 hours. From the console log of Clearml GPU instance, I saw it is listening to the queue, but there is no log even after 3 hours. There is nothing else I am running beside this one task, and seems like the worker never spin up again
2023-08-03 04:41:00,624 - clearml.Auto-Scaler - INFO - Spinning new instance resource='default', prefix='38ae71a80baf4a58893631d23c0c6e72_3090_1', queue='test-gpu'
2023-08-03 04:41:00,625 - clearml.Auto-Scaler - INFO - Creating instance for resource default
2023-08-03 04:41:01,027 - clearml.Auto-Scaler - INFO - New instance b97e702d-e2b3-4f28-adab-be59648601ea listening to test-gpu queue
There is nothing on the queue and worker
It seems like CPU is working on something, I saw the usage is spiking periodically but I didn't run any task this morning