dinov2
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problem with installing mmcv
conda env create -f conda-extras.yaml
fails with error message
Solving environment: done
==> WARNING: A newer version of conda exists. <==
current version: 23.7.4
latest version: 23.9.0
Please update conda by running
$ conda update -n base -c conda-forge conda
Or to minimize the number of packages updated during conda update use
conda install conda=23.9.0
Downloading and Extracting Packages
Preparing transaction: done
Verifying transaction: done
Executing transaction: done
Installing pip dependencies: \ Ran pip subprocess with arguments:
['/opt/conda/envs/dinov2-extras/bin/python', '-m', 'pip', 'install', '-U', '-r', '/home/jovyan/code/dinov2/condaenv.786udvr2.requirements.txt', '--exists-action=b']
Pip subprocess output:
Looking in indexes: https://pypi.org/simple, https://pypi.nvidia.com
Collecting git+https://github.com/facebookincubator/submitit (from -r /home/jovyan/code/dinov2/condaenv.786udvr2.requirements.txt (line 1))
Cloning https://github.com/facebookincubator/submitit to /tmp/pip-req-build-4xumvgau
Resolved https://github.com/facebookincubator/submitit to commit e8600a2b9e9cbe05751ab433bbaba2ae960d8ac2
Installing build dependencies: started
Installing build dependencies: finished with status 'done'
Getting requirements to build wheel: started
Getting requirements to build wheel: finished with status 'done'
Preparing metadata (pyproject.toml): started
Preparing metadata (pyproject.toml): finished with status 'done'
Collecting cuml-cu11 (from -r /home/jovyan/code/dinov2/condaenv.786udvr2.requirements.txt (line 3))
Using cached https://pypi.nvidia.com/cuml-cu11/cuml_cu11-23.8.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1081.8 MB)
Collecting mmcv-full==1.5.0 (from -r /home/jovyan/code/dinov2/condaenv.786udvr2.requirements.txt (line 4))
Using cached mmcv-full-1.5.0.tar.gz (530 kB)
Preparing metadata (setup.py): started
Preparing metadata (setup.py): finished with status 'error'
Pip subprocess error:
Running command git clone --filter=blob:none --quiet https://github.com/facebookincubator/submitit /tmp/pip-req-build-4xumvgau
error: subprocess-exited-with-error
× python setup.py egg_info did not run successfully.
│ exit code: 1
╰─> [16 lines of output]
/tmp/pip-install-pa3tzeja/mmcv-full_26c44a3cfd544d1f80c1a675007fd507/setup.py:6: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html
from pkg_resources import DistributionNotFound, get_distribution
Traceback (most recent call last):
File "<string>", line 2, in <module>
File "<pip-setuptools-caller>", line 34, in <module>
File "/tmp/pip-install-pa3tzeja/mmcv-full_26c44a3cfd544d1f80c1a675007fd507/setup.py", line 422, in <module>
ext_modules=get_extensions(),
File "/tmp/pip-install-pa3tzeja/mmcv-full_26c44a3cfd544d1f80c1a675007fd507/setup.py", line 326, in get_extensions
ext_ops = extension(
File "/opt/conda/envs/dinov2-extras/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 1048, in CUDAExtension
library_dirs += library_paths(cuda=True)
File "/opt/conda/envs/dinov2-extras/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 1179, in library_paths
if (not os.path.exists(_join_cuda_home(lib_dir)) and
File "/opt/conda/envs/dinov2-extras/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 2223, in _join_cuda_home
raise EnvironmentError('CUDA_HOME environment variable is not set. '
OSError: CUDA_HOME environment variable is not set. Please set it to your CUDA install root.
[end of output]
note: This error originates from a subprocess, and is likely not a problem with pip.
error: metadata-generation-failed
× Encountered error while generating package metadata.
╰─> See above for output.
note: This is an issue with the package mentioned above, not pip.
hint: See above for details.
failed
CondaEnvException: Pip failed
I am installing on AWS Sagemaker studio, with a base conda env as attached. cuda is installed via conda.