So net-net does this mean it’s behaving as expected, or is there something I need to do enable “full venv cache”? It spends nearly 2 mins starting from
created virtual environment CPython3.8.10.final.0-64 in 97ms creator CPython3Posix(dest=/home/pchalasani/.clearml/venvs-builds/3.8, clear=False, global=False)and then printing several lines lines like this
` Successfully installed pip-20.1.1
Collecting Cython
Using cached Cython-0.29.30-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl (1.9 MB)
Installing collected packages: Cython
Successfully installed Cython-0.29.30
Trying pip install: /home/pchalasani/.clearml/venvs-builds/3.8/task_repository/repo.git/requirements.txt
Collecting numpy==1.23.1
Using cached numpy-1.23.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (17.1 MB)
Installing collected packages: numpy
Successfully installed numpy-1.23.1
2022-07-16 14:11:47
Found PyTorch version torch==1.12.0; python_full_version >= "3.7.0" and python_version >= "3.7" matching CUDA version 0
Collecting torch==1.12.0+cpu
File was already downloaded /home/pchalasani/.clearml/pip-download-cache/cu0/torch-1.12.0+cpu-cp38-cp38-linux_x86_64.whl
Successfully downloaded torch

Collecting aiofiles==0.8.0
Using cached aiofiles-0.8.0-py3-none-any.whl (13 kB)
Collecting aiohttp-retry==2.5.2
Using cached aiohttp_retry-2.5.2-py3-none-any.whl (8.0 kB) and finally prints Adding venv into cache: /home/pchalasani/.clearml/venvs-builds/3.8
Running task id [a699bbe2e5314cb9bd598ba0bfae8ef0]: and Summary - installed python packages:
pip:

• absl-py==1.1.0
• aim==3.11.2
• aim-ui==3.11.2
• aimrecords==0.0.7
• aimrocks==0.2.1
  ... `It seems to me if it really used the cached virtual env, it shouldn’t be spending 2 mins “installing” already cached/downloaded pkgs. I was expecting it to simply activate the cached venv and get down to running the script. So I think I am missing something here