mkdir -p /tmp/build/m.neural_network/bin
mkdir -p /tmp/build/m.neural_network/etc
mkdir -p /tmp/build/m.neural_network/docs/html
mkdir -p /tmp/build/m.neural_network/docs/man
mkdir -p /tmp/build/m.neural_network/docs/man/man1
pip install -r requirements.txt
WARNING: The directory '/github/home/.cache/pip' or its parent directory is not owned or is not writable by the current user. The cache has been disabled. Check the permissions and owner of that directory. If executing pip with sudo, you should use sudo's -H flag.
Requirement already satisfied: gdal in /usr/lib/python3/dist-packages (from -r requirements.txt (line 1)) (3.10.3)
Requirement already satisfied: grass_gis_helpers>=2.6.0 in /tmp/venv/lib/python3.13/site-packages (from -r requirements.txt (line 2)) (2.7.0)
Collecting matplotlib (from -r requirements.txt (line 3))
  Downloading matplotlib-3.11.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (80 kB)
Collecting ogr (from -r requirements.txt (line 4))
  Downloading ogr-0.61.2-py3-none-any.whl.metadata (4.5 kB)
Requirement already satisfied: pandas in /tmp/venv/lib/python3.13/site-packages (from -r requirements.txt (line 5)) (3.0.5)
Requirement already satisfied: psutil in /tmp/venv/lib/python3.13/site-packages (from grass_gis_helpers>=2.6.0->-r requirements.txt (line 2)) (7.2.2)
Requirement already satisfied: requests in /tmp/venv/lib/python3.13/site-packages (from grass_gis_helpers>=2.6.0->-r requirements.txt (line 2)) (2.34.2)
Requirement already satisfied: wget in /tmp/venv/lib/python3.13/site-packages (from grass_gis_helpers>=2.6.0->-r requirements.txt (line 2)) (3.2)
Requirement already satisfied: zipfile_deflate64 in /tmp/venv/lib/python3.13/site-packages (from grass_gis_helpers>=2.6.0->-r requirements.txt (line 2)) (0.2.0)
Collecting contourpy>=1.0.1 (from matplotlib->-r requirements.txt (line 3))
  Downloading contourpy-1.3.3-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.metadata (5.5 kB)
Collecting cycler>=0.10 (from matplotlib->-r requirements.txt (line 3))
  Downloading cycler-0.12.1-py3-none-any.whl.metadata (3.8 kB)
Collecting fonttools>=4.28.2 (from matplotlib->-r requirements.txt (line 3))
  Downloading fonttools-4.63.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (118 kB)
Collecting kiwisolver>=1.3.1 (from matplotlib->-r requirements.txt (line 3))
  Downloading kiwisolver-1.5.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (5.1 kB)
Requirement already satisfied: numpy>=1.25 in /usr/lib/python3/dist-packages (from matplotlib->-r requirements.txt (line 3)) (2.2.4)
Requirement already satisfied: packaging>=20.0 in /usr/lib/python3/dist-packages (from matplotlib->-r requirements.txt (line 3)) (25.0)
Requirement already satisfied: pillow>=9 in /usr/lib/python3/dist-packages (from matplotlib->-r requirements.txt (line 3)) (11.1.0)
Collecting pyparsing>=3 (from matplotlib->-r requirements.txt (line 3))
  Downloading pyparsing-3.3.2-py3-none-any.whl.metadata (5.8 kB)
Requirement already satisfied: python-dateutil>=2.7 in /usr/lib/python3/dist-packages (from matplotlib->-r requirements.txt (line 3)) (2.9.0)
Collecting cryptography (from ogr->-r requirements.txt (line 4))
  Downloading cryptography-49.0.0-cp311-abi3-manylinux_2_34_x86_64.whl.metadata (4.3 kB)
Collecting deprecated (from ogr->-r requirements.txt (line 4))
  Downloading deprecated-1.3.1-py2.py3-none-any.whl.metadata (5.9 kB)
Collecting gitpython (from ogr->-r requirements.txt (line 4))
  Downloading gitpython-3.1.57-py3-none-any.whl.metadata (13 kB)
Requirement already satisfied: httpx in /tmp/venv/lib/python3.13/site-packages (from ogr->-r requirements.txt (line 4)) (0.28.1)
Collecting pyforgejo>=2.0.0 (from ogr->-r requirements.txt (line 4))
  Downloading pyforgejo-2.0.7-py3-none-any.whl.metadata (9.2 kB)
Collecting pygithub (from ogr->-r requirements.txt (line 4))
  Downloading pygithub-2.9.1-py3-none-any.whl.metadata (3.9 kB)
Collecting python-gitlab (from ogr->-r requirements.txt (line 4))
  Downloading python_gitlab-8.4.0-py3-none-any.whl.metadata (8.5 kB)
Requirement already satisfied: pyyaml in /tmp/venv/lib/python3.13/site-packages (from ogr->-r requirements.txt (line 4)) (6.0.3)
Requirement already satisfied: urllib3 in /tmp/venv/lib/python3.13/site-packages (from ogr->-r requirements.txt (line 4)) (2.7.0)
Collecting pydantic>=2.11.2 (from pyforgejo>=2.0.0->ogr->-r requirements.txt (line 4))
  Downloading pydantic-2.13.4-py3-none-any.whl.metadata (109 kB)
Collecting pydantic-core>=2.40.0 (from pyforgejo>=2.0.0->ogr->-r requirements.txt (line 4))
  Downloading pydantic_core-2.47.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (6.5 kB)
Collecting python-dotenv>=1.1.0 (from pyforgejo>=2.0.0->ogr->-r requirements.txt (line 4))
  Downloading python_dotenv-1.2.2-py3-none-any.whl.metadata (27 kB)
Requirement already satisfied: anyio in /tmp/venv/lib/python3.13/site-packages (from httpx->ogr->-r requirements.txt (line 4)) (4.14.2)
Requirement already satisfied: certifi in /tmp/venv/lib/python3.13/site-packages (from httpx->ogr->-r requirements.txt (line 4)) (2026.7.22)
Requirement already satisfied: httpcore==1.* in /tmp/venv/lib/python3.13/site-packages (from httpx->ogr->-r requirements.txt (line 4)) (1.0.9)
Requirement already satisfied: idna in /tmp/venv/lib/python3.13/site-packages (from httpx->ogr->-r requirements.txt (line 4)) (3.18)
Requirement already satisfied: h11>=0.16 in /tmp/venv/lib/python3.13/site-packages (from httpcore==1.*->httpx->ogr->-r requirements.txt (line 4)) (0.16.0)
Collecting annotated-types>=0.6.0 (from pydantic>=2.11.2->pyforgejo>=2.0.0->ogr->-r requirements.txt (line 4))
  Downloading annotated_types-0.8.0-py3-none-any.whl.metadata (15 kB)
Collecting pydantic-core>=2.40.0 (from pyforgejo>=2.0.0->ogr->-r requirements.txt (line 4))
  Downloading pydantic_core-2.46.4-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (6.6 kB)
Collecting typing-extensions>=4.14.1 (from pydantic>=2.11.2->pyforgejo>=2.0.0->ogr->-r requirements.txt (line 4))
  Downloading typing_extensions-4.16.0-py3-none-any.whl.metadata (3.3 kB)
Collecting typing-inspection>=0.4.2 (from pydantic>=2.11.2->pyforgejo>=2.0.0->ogr->-r requirements.txt (line 4))
  Downloading typing_inspection-0.4.2-py3-none-any.whl.metadata (2.6 kB)
Collecting cffi>=2.0.0 (from cryptography->ogr->-r requirements.txt (line 4))
  Downloading cffi-2.1.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (2.5 kB)
Collecting pycparser (from cffi>=2.0.0->cryptography->ogr->-r requirements.txt (line 4))
  Downloading pycparser-3.0-py3-none-any.whl.metadata (8.2 kB)
Collecting wrapt<3,>=1.10 (from deprecated->ogr->-r requirements.txt (line 4))
  Downloading wrapt-2.2.2-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl.metadata (7.4 kB)
Collecting gitdb<5,>=4.0.1 (from gitpython->ogr->-r requirements.txt (line 4))
  Downloading gitdb-4.0.12-py3-none-any.whl.metadata (1.2 kB)
Collecting smmap<6,>=3.0.1 (from gitdb<5,>=4.0.1->gitpython->ogr->-r requirements.txt (line 4))
  Downloading smmap-5.0.3-py3-none-any.whl.metadata (4.6 kB)
Collecting pynacl>=1.4.0 (from pygithub->ogr->-r requirements.txt (line 4))
  Downloading pynacl-1.6.2-cp38-abi3-manylinux_2_34_x86_64.whl.metadata (10.0 kB)
Collecting pyjwt>=2.4.0 (from pyjwt[crypto]>=2.4.0->pygithub->ogr->-r requirements.txt (line 4))
  Downloading pyjwt-2.13.0-py3-none-any.whl.metadata (3.4 kB)
Requirement already satisfied: charset_normalizer<4,>=2 in /tmp/venv/lib/python3.13/site-packages (from requests->grass_gis_helpers>=2.6.0->-r requirements.txt (line 2)) (3.4.9)
Collecting requests-toolbelt>=1.0.0 (from python-gitlab->ogr->-r requirements.txt (line 4))
  Downloading requests_toolbelt-1.0.0-py2.py3-none-any.whl.metadata (14 kB)
Downloading matplotlib-3.11.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (10.0 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 10.0/10.0 MB 419.3 MB/s eta 0:00:00
Downloading ogr-0.61.2-py3-none-any.whl (111 kB)
Downloading contourpy-1.3.3-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (362 kB)
Downloading cycler-0.12.1-py3-none-any.whl (8.3 kB)
Downloading fonttools-4.63.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (5.0 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 5.0/5.0 MB 565.2 MB/s eta 0:00:00
Downloading kiwisolver-1.5.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (1.5 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.5/1.5 MB 680.8 MB/s eta 0:00:00
Downloading pyforgejo-2.0.7-py3-none-any.whl (392 kB)
Downloading pydantic-2.13.4-py3-none-any.whl (472 kB)
Downloading pydantic_core-2.46.4-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.1 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.1/2.1 MB 555.0 MB/s eta 0:00:00
Downloading annotated_types-0.8.0-py3-none-any.whl (13 kB)
Downloading pyparsing-3.3.2-py3-none-any.whl (122 kB)
Downloading python_dotenv-1.2.2-py3-none-any.whl (22 kB)
Downloading typing_extensions-4.16.0-py3-none-any.whl (45 kB)
Downloading typing_inspection-0.4.2-py3-none-any.whl (14 kB)
Downloading cryptography-49.0.0-cp311-abi3-manylinux_2_34_x86_64.whl (4.7 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4.7/4.7 MB 517.3 MB/s eta 0:00:00
Downloading cffi-2.1.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (221 kB)
Downloading deprecated-1.3.1-py2.py3-none-any.whl (11 kB)
Downloading wrapt-2.2.2-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (167 kB)
Downloading gitpython-3.1.57-py3-none-any.whl (217 kB)
Downloading gitdb-4.0.12-py3-none-any.whl (62 kB)
Downloading smmap-5.0.3-py3-none-any.whl (24 kB)
Downloading pycparser-3.0-py3-none-any.whl (48 kB)
Downloading pygithub-2.9.1-py3-none-any.whl (449 kB)
Downloading pyjwt-2.13.0-py3-none-any.whl (31 kB)
Downloading pynacl-1.6.2-cp38-abi3-manylinux_2_34_x86_64.whl (1.4 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.4/1.4 MB 718.9 MB/s eta 0:00:00
Downloading python_gitlab-8.4.0-py3-none-any.whl (148 kB)
Downloading requests_toolbelt-1.0.0-py2.py3-none-any.whl (54 kB)
Installing collected packages: wrapt, typing-extensions, smmap, python-dotenv, pyparsing, pyjwt, pycparser, kiwisolver, fonttools, cycler, contourpy, annotated-types, typing-inspection, requests-toolbelt, pydantic-core, matplotlib, gitdb, deprecated, cffi, python-gitlab, pynacl, pydantic, gitpython, cryptography, pyforgejo, pygithub, ogr
  Attempting uninstall: typing-extensions
    Found existing installation: typing_extensions 4.13.2
    Not uninstalling typing-extensions at /usr/lib/python3/dist-packages, outside environment /tmp/venv
    Can't uninstall 'typing_extensions'. No files were found to uninstall.
  Attempting uninstall: pydantic
    Found existing installation: pydantic 1.10.26
    Uninstalling pydantic-1.10.26:
      Successfully uninstalled pydantic-1.10.26

Successfully installed annotated-types-0.8.0 cffi-2.1.0 contourpy-1.3.3 cryptography-49.0.0 cycler-0.12.1 deprecated-1.3.1 fonttools-4.63.0 gitdb-4.0.12 gitpython-3.1.57 kiwisolver-1.5.0 matplotlib-3.11.1 ogr-0.61.2 pycparser-3.0 pydantic-2.13.4 pydantic-core-2.46.4 pyforgejo-2.0.7 pygithub-2.9.1 pyjwt-2.13.0 pynacl-1.6.2 pyparsing-3.3.2 python-dotenv-1.2.2 python-gitlab-8.4.0 requests-toolbelt-1.0.0 smmap-5.0.3 typing-extensions-4.16.0 typing-inspection-0.4.2 wrapt-2.2.2
make -C LICENSES/ || echo /tmp/grass_addons/m.neural_network/LICENSES/ >> /usr/local/grass85/error.log
make[1]: Entering directory '/tmp/grass_addons/m.neural_network/LICENSES'
make[1]: *** No targets specified and no makefile found.  Stop.
make[1]: Leaving directory '/tmp/grass_addons/m.neural_network/LICENSES'
make -C m.neural_network.apply/ || echo /tmp/grass_addons/m.neural_network/m.neural_network.apply/ >> /usr/local/grass85/error.log
make[1]: Entering directory '/tmp/grass_addons/m.neural_network/m.neural_network.apply'
pip install geo_neural_network
WARNING: The directory '/github/home/.cache/pip' or its parent directory is not owned or is not writable by the current user. The cache has been disabled. Check the permissions and owner of that directory. If executing pip with sudo, you should use sudo's -H flag.
Collecting geo_neural_network
  Downloading geo_neural_network-1.0.5-py3-none-any.whl.metadata (1.4 kB)
Collecting albumentations (from geo_neural_network)
  Downloading albumentations-2.0.8-py3-none-any.whl.metadata (43 kB)
Requirement already satisfied: matplotlib in /tmp/venv/lib/python3.13/site-packages (from geo_neural_network) (3.11.1)
Collecting numpy==1.26.4 (from geo_neural_network)
  Downloading numpy-1.26.4.tar.gz (15.8 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 15.8/15.8 MB 314.8 MB/s eta 0:00:00
  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'
  Installing backend dependencies: started
  Installing backend dependencies: finished with status 'done'
  Preparing metadata (pyproject.toml): started
  Preparing metadata (pyproject.toml): still running...
  Preparing metadata (pyproject.toml): finished with status 'done'
Collecting segmentation_models.pytorch (from geo_neural_network)
  Downloading segmentation_models_pytorch-0.5.0-py3-none-any.whl.metadata (17 kB)
Collecting torch (from geo_neural_network)
  Downloading torch-2.13.0-cp313-cp313-manylinux_2_28_x86_64.whl.metadata (38 kB)
Requirement already satisfied: pandas in /tmp/venv/lib/python3.13/site-packages (from geo_neural_network) (3.0.5)
Collecting pytorch-lightning (from geo_neural_network)
  Downloading pytorch_lightning-2.6.5-py3-none-any.whl.metadata (21 kB)
Requirement already satisfied: scipy>=1.10.0 in /tmp/venv/lib/python3.13/site-packages (from albumentations->geo_neural_network) (1.18.0)
Requirement already satisfied: PyYAML in /tmp/venv/lib/python3.13/site-packages (from albumentations->geo_neural_network) (6.0.3)
Requirement already satisfied: pydantic>=2.9.2 in /tmp/venv/lib/python3.13/site-packages (from albumentations->geo_neural_network) (2.13.4)
Collecting albucore==0.0.24 (from albumentations->geo_neural_network)
  Downloading albucore-0.0.24-py3-none-any.whl.metadata (5.3 kB)
Collecting opencv-python-headless>=4.9.0.80 (from albumentations->geo_neural_network)
  Downloading opencv_python_headless-5.0.0.93-cp37-abi3-manylinux_2_28_x86_64.whl.metadata (19 kB)
Collecting stringzilla>=3.10.4 (from albucore==0.0.24->albumentations->geo_neural_network)
  Downloading stringzilla-5.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (59 kB)
Collecting simsimd>=5.9.2 (from albucore==0.0.24->albumentations->geo_neural_network)
  Downloading simsimd-6.5.16-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (70 kB)
INFO: pip is looking at multiple versions of opencv-python-headless to determine which version is compatible with other requirements. This could take a while.
Collecting opencv-python-headless>=4.9.0.80 (from albumentations->geo_neural_network)
  Downloading opencv_python_headless-4.13.0.92-cp37-abi3-manylinux_2_28_x86_64.whl.metadata (19 kB)
  Downloading opencv_python_headless-4.13.0.90-cp37-abi3-manylinux_2_28_x86_64.whl.metadata (19 kB)
  Downloading opencv_python_headless-4.12.0.88-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (19 kB)
  Downloading opencv_python_headless-4.11.0.86-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (20 kB)
Requirement already satisfied: annotated-types>=0.6.0 in /tmp/venv/lib/python3.13/site-packages (from pydantic>=2.9.2->albumentations->geo_neural_network) (0.8.0)
Requirement already satisfied: pydantic-core==2.46.4 in /tmp/venv/lib/python3.13/site-packages (from pydantic>=2.9.2->albumentations->geo_neural_network) (2.46.4)
Requirement already satisfied: typing-extensions>=4.14.1 in /tmp/venv/lib/python3.13/site-packages (from pydantic>=2.9.2->albumentations->geo_neural_network) (4.16.0)
Requirement already satisfied: typing-inspection>=0.4.2 in /tmp/venv/lib/python3.13/site-packages (from pydantic>=2.9.2->albumentations->geo_neural_network) (0.4.2)
INFO: pip is looking at multiple versions of scipy to determine which version is compatible with other requirements. This could take a while.
Collecting scipy>=1.10.0 (from albumentations->geo_neural_network)
  Downloading scipy-1.17.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.metadata (62 kB)
Requirement already satisfied: contourpy>=1.0.1 in /tmp/venv/lib/python3.13/site-packages (from matplotlib->geo_neural_network) (1.3.3)
Requirement already satisfied: cycler>=0.10 in /tmp/venv/lib/python3.13/site-packages (from matplotlib->geo_neural_network) (0.12.1)
Requirement already satisfied: fonttools>=4.28.2 in /tmp/venv/lib/python3.13/site-packages (from matplotlib->geo_neural_network) (4.63.0)
Requirement already satisfied: kiwisolver>=1.3.1 in /tmp/venv/lib/python3.13/site-packages (from matplotlib->geo_neural_network) (1.5.0)
Requirement already satisfied: packaging>=20.0 in /usr/lib/python3/dist-packages (from matplotlib->geo_neural_network) (25.0)
Requirement already satisfied: pillow>=9 in /usr/lib/python3/dist-packages (from matplotlib->geo_neural_network) (11.1.0)
Requirement already satisfied: pyparsing>=3 in /tmp/venv/lib/python3.13/site-packages (from matplotlib->geo_neural_network) (3.3.2)
Requirement already satisfied: python-dateutil>=2.7 in /usr/lib/python3/dist-packages (from matplotlib->geo_neural_network) (2.9.0)
Requirement already satisfied: tqdm>=4.57.0 in /tmp/venv/lib/python3.13/site-packages (from pytorch-lightning->geo_neural_network) (4.70.0)
Collecting fsspec>=2022.5.0 (from fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network)
  Downloading fsspec-2026.6.0-py3-none-any.whl.metadata (10 kB)
Collecting torchmetrics>0.7.0 (from pytorch-lightning->geo_neural_network)
  Downloading torchmetrics-1.9.0-py3-none-any.whl.metadata (23 kB)
Collecting lightning-utilities>=0.10.0 (from pytorch-lightning->geo_neural_network)
  Downloading lightning_utilities-0.15.3-py3-none-any.whl.metadata (5.5 kB)
Collecting aiohttp!=4.0.0a0,!=4.0.0a1 (from fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network)
  Downloading aiohttp-3.14.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (8.3 kB)
Collecting aiohappyeyeballs>=2.5.0 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network)
  Downloading aiohappyeyeballs-2.7.1-py3-none-any.whl.metadata (5.9 kB)
Collecting aiosignal>=1.4.0 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network)
  Downloading aiosignal-1.4.0-py3-none-any.whl.metadata (3.7 kB)
Requirement already satisfied: attrs>=17.3.0 in /tmp/venv/lib/python3.13/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (26.1.0)
Collecting frozenlist>=1.1.1 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network)
  Downloading frozenlist-1.8.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl.metadata (20 kB)
Collecting multidict<7.0,>=4.5 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network)
  Downloading multidict-6.7.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (5.3 kB)
Collecting propcache>=0.2.0 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network)
  Downloading propcache-0.5.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (16 kB)
Collecting yarl<2.0,>=1.17.0 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network)
  Downloading yarl-1.24.5-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (103 kB)
Requirement already satisfied: idna>=2.0 in /tmp/venv/lib/python3.13/site-packages (from yarl<2.0,>=1.17.0->aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (3.18)
Collecting filelock (from torch->geo_neural_network)
  Downloading filelock-3.32.0-py3-none-any.whl.metadata (2.0 kB)
Requirement already satisfied: setuptools>=77.0.3 in /usr/lib/python3/dist-packages (from torch->geo_neural_network) (78.1.1)
Collecting sympy>=1.13.3 (from torch->geo_neural_network)
  Downloading sympy-1.14.0-py3-none-any.whl.metadata (12 kB)
Collecting networkx>=2.5.1 (from torch->geo_neural_network)
  Downloading networkx-3.6.1-py3-none-any.whl.metadata (6.8 kB)
Collecting jinja2 (from torch->geo_neural_network)
  Downloading jinja2-3.1.6-py3-none-any.whl.metadata (2.9 kB)
Collecting cuda-toolkit==13.0.3 (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network)
  Downloading cuda_toolkit-13.0.3.0-py2.py3-none-any.whl.metadata (17 kB)
Collecting cuda-bindings<14,>=13.0.3 (from torch->geo_neural_network)
  Downloading cuda_bindings-13.3.1-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.metadata (2.5 kB)
Collecting nvidia-cudnn-cu13==9.20.0.48 (from torch->geo_neural_network)
  Downloading nvidia_cudnn_cu13-9.20.0.48-py3-none-manylinux_2_27_x86_64.whl.metadata (1.9 kB)
Collecting nvidia-cusparselt-cu13==0.8.1 (from torch->geo_neural_network)
  Downloading nvidia_cusparselt_cu13-0.8.1-py3-none-manylinux2014_x86_64.whl.metadata (12 kB)
Collecting nvidia-nccl-cu13==2.29.7 (from torch->geo_neural_network)
  Downloading nvidia_nccl_cu13-2.29.7-py3-none-manylinux_2_18_x86_64.whl.metadata (2.1 kB)
Collecting nvidia-nvshmem-cu13==3.4.5 (from torch->geo_neural_network)
  Downloading nvidia_nvshmem_cu13-3.4.5-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (2.1 kB)
Collecting triton==3.7.1 (from torch->geo_neural_network)
  Downloading triton-3.7.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.metadata (1.7 kB)
Collecting nvidia-cublas==13.1.1.3.* (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network)
  Downloading nvidia_cublas-13.1.1.3-py3-none-manylinux_2_27_x86_64.whl.metadata (1.8 kB)
Collecting nvidia-cuda-nvrtc==13.0.88.* (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network)
  Downloading nvidia_cuda_nvrtc-13.0.88-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl.metadata (1.7 kB)
Collecting nvidia-cuda-runtime==13.0.96.* (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network)
  Downloading nvidia_cuda_runtime-13.0.96-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (1.7 kB)
Collecting nvidia-cufft==12.0.0.61.* (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network)
  Downloading nvidia_cufft-12.0.0.61-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (1.8 kB)
Collecting nvidia-nvjitlink<14,>=13.0.88 (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network)
  Downloading nvidia_nvjitlink-13.3.33-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl.metadata (1.8 kB)
Collecting nvidia-cufile==1.15.1.6.* (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network)
  Downloading nvidia_cufile-1.15.1.6-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (1.7 kB)
Collecting nvidia-cuda-cupti==13.0.85.* (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network)
  Downloading nvidia_cuda_cupti-13.0.85-py3-none-manylinux_2_25_x86_64.whl.metadata (1.7 kB)
Collecting nvidia-curand==10.4.0.35.* (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network)
  Downloading nvidia_curand-10.4.0.35-py3-none-manylinux_2_27_x86_64.whl.metadata (1.7 kB)
Collecting nvidia-cusolver==12.0.4.66.* (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network)
  Downloading nvidia_cusolver-12.0.4.66-py3-none-manylinux_2_27_x86_64.whl.metadata (1.8 kB)
Collecting nvidia-cusparse==12.6.3.3.* (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network)
  Downloading nvidia_cusparse-12.6.3.3-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (1.8 kB)
Collecting nvidia-nvtx==13.0.85.* (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network)
  Downloading nvidia_nvtx-13.0.85-py3-none-manylinux1_x86_64.manylinux_2_5_x86_64.whl.metadata (1.8 kB)
Collecting cuda-pathfinder>=1.4.2 (from cuda-bindings<14,>=13.0.3->torch->geo_neural_network)
  Downloading cuda_pathfinder-1.6.0-py3-none-any.whl.metadata (1.9 kB)
Collecting mpmath<1.4,>=1.1.0 (from sympy>=1.13.3->torch->geo_neural_network)
  Downloading mpmath-1.3.0-py3-none-any.whl.metadata (8.6 kB)
Collecting MarkupSafe>=2.0 (from jinja2->torch->geo_neural_network)
  Downloading markupsafe-3.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (2.7 kB)
Collecting huggingface-hub>=0.24 (from segmentation_models.pytorch->geo_neural_network)
  Downloading huggingface_hub-1.25.1-py3-none-any.whl.metadata (16 kB)
Collecting safetensors>=0.3.1 (from segmentation_models.pytorch->geo_neural_network)
  Downloading safetensors-0.8.0-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.2 kB)
Collecting timm>=0.9 (from segmentation_models.pytorch->geo_neural_network)
  Downloading timm-1.0.28-py3-none-any.whl.metadata (40 kB)
Collecting torchvision>=0.9 (from segmentation_models.pytorch->geo_neural_network)
  Downloading torchvision-0.28.0-cp313-cp313-manylinux_2_28_x86_64.whl.metadata (5.6 kB)
Collecting click<9.0.0,>=8.4.2 (from huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network)
  Downloading click-8.4.2-py3-none-any.whl.metadata (2.6 kB)
Collecting hf-xet<2.0.0,>=1.5.1 (from huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network)
  Downloading hf_xet-1.5.2-cp38-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (4.9 kB)
Requirement already satisfied: httpx<1,>=0.23.0 in /tmp/venv/lib/python3.13/site-packages (from huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (0.28.1)
Requirement already satisfied: anyio in /tmp/venv/lib/python3.13/site-packages (from httpx<1,>=0.23.0->huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (4.14.2)
Requirement already satisfied: certifi in /tmp/venv/lib/python3.13/site-packages (from httpx<1,>=0.23.0->huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (2026.7.22)
Requirement already satisfied: httpcore==1.* in /tmp/venv/lib/python3.13/site-packages (from httpx<1,>=0.23.0->huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (1.0.9)
Requirement already satisfied: h11>=0.16 in /tmp/venv/lib/python3.13/site-packages (from httpcore==1.*->httpx<1,>=0.23.0->huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (0.16.0)
Downloading geo_neural_network-1.0.5-py3-none-any.whl (31 kB)
Downloading albumentations-2.0.8-py3-none-any.whl (369 kB)
Downloading albucore-0.0.24-py3-none-any.whl (15 kB)
Downloading opencv_python_headless-4.11.0.86-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (50.0 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 50.0/50.0 MB 694.7 MB/s eta 0:00:00
Downloading scipy-1.17.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (35.2 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 35.2/35.2 MB 646.8 MB/s eta 0:00:00
Downloading simsimd-6.5.16-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (583 kB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 583.6/583.6 kB 474.0 MB/s eta 0:00:00
Downloading stringzilla-5.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.9 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.9/1.9 MB 685.8 MB/s eta 0:00:00
Downloading pytorch_lightning-2.6.5-py3-none-any.whl (852 kB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 852.4/852.4 kB 805.0 MB/s eta 0:00:00
Downloading fsspec-2026.6.0-py3-none-any.whl (203 kB)
Downloading aiohttp-3.14.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.8 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.8/1.8 MB 734.1 MB/s eta 0:00:00
Downloading multidict-6.7.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (254 kB)
Downloading yarl-1.24.5-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (110 kB)
Downloading aiohappyeyeballs-2.7.1-py3-none-any.whl (15 kB)
Downloading aiosignal-1.4.0-py3-none-any.whl (7.5 kB)
Downloading frozenlist-1.8.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (234 kB)
Downloading lightning_utilities-0.15.3-py3-none-any.whl (31 kB)
Downloading propcache-0.5.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (61 kB)
Downloading torch-2.13.0-cp313-cp313-manylinux_2_28_x86_64.whl (526.6 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 526.6/526.6 MB 498.8 MB/s eta 0:00:00
Downloading cuda_toolkit-13.0.3.0-py2.py3-none-any.whl (2.5 kB)
Downloading nvidia_cudnn_cu13-9.20.0.48-py3-none-manylinux_2_27_x86_64.whl (366.2 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 366.2/366.2 MB 608.4 MB/s eta 0:00:00
Downloading nvidia_cusparselt_cu13-0.8.1-py3-none-manylinux2014_x86_64.whl (170.1 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 170.1/170.1 MB 596.0 MB/s eta 0:00:00
Downloading nvidia_nccl_cu13-2.29.7-py3-none-manylinux_2_18_x86_64.whl (206.0 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 206.0/206.0 MB 623.0 MB/s eta 0:00:00
Downloading nvidia_nvshmem_cu13-3.4.5-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (60.4 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 60.4/60.4 MB 683.8 MB/s eta 0:00:00
Downloading triton-3.7.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (197.7 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 197.7/197.7 MB 488.7 MB/s eta 0:00:00
Downloading cuda_bindings-13.3.1-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (6.5 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 6.5/6.5 MB 484.2 MB/s eta 0:00:00
Downloading nvidia_cublas-13.1.1.3-py3-none-manylinux_2_27_x86_64.whl (423.1 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 423.1/423.1 MB 713.6 MB/s eta 0:00:00
Downloading nvidia_cuda_cupti-13.0.85-py3-none-manylinux_2_25_x86_64.whl (10.7 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 10.7/10.7 MB 725.0 MB/s eta 0:00:00
Downloading nvidia_cuda_nvrtc-13.0.88-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl (90.2 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 90.2/90.2 MB 718.3 MB/s eta 0:00:00
Downloading nvidia_cuda_runtime-13.0.96-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (2.2 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.2/2.2 MB 737.7 MB/s eta 0:00:00
Downloading nvidia_cufft-12.0.0.61-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (214.1 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 214.1/214.1 MB 712.0 MB/s eta 0:00:00
Downloading nvidia_cufile-1.15.1.6-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (1.2 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.2/1.2 MB 775.9 MB/s eta 0:00:00
Downloading nvidia_curand-10.4.0.35-py3-none-manylinux_2_27_x86_64.whl (59.5 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 59.5/59.5 MB 707.6 MB/s eta 0:00:00
Downloading nvidia_cusolver-12.0.4.66-py3-none-manylinux_2_27_x86_64.whl (200.9 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 200.9/200.9 MB 713.7 MB/s eta 0:00:00
Downloading nvidia_cusparse-12.6.3.3-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (145.9 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 145.9/145.9 MB 714.5 MB/s eta 0:00:00
Downloading nvidia_nvjitlink-13.3.33-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl (40.7 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 40.7/40.7 MB 712.0 MB/s eta 0:00:00
Downloading nvidia_nvtx-13.0.85-py3-none-manylinux1_x86_64.manylinux_2_5_x86_64.whl (148 kB)
Downloading cuda_pathfinder-1.6.0-py3-none-any.whl (54 kB)
Downloading networkx-3.6.1-py3-none-any.whl (2.1 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.1/2.1 MB 751.6 MB/s eta 0:00:00
Downloading sympy-1.14.0-py3-none-any.whl (6.3 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 6.3/6.3 MB 733.4 MB/s eta 0:00:00
Downloading mpmath-1.3.0-py3-none-any.whl (536 kB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 536.2/536.2 kB 787.5 MB/s eta 0:00:00
Downloading torchmetrics-1.9.0-py3-none-any.whl (983 kB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 983.4/983.4 kB 748.9 MB/s eta 0:00:00
Downloading filelock-3.32.0-py3-none-any.whl (97 kB)
Downloading jinja2-3.1.6-py3-none-any.whl (134 kB)
Downloading markupsafe-3.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (22 kB)
Downloading segmentation_models_pytorch-0.5.0-py3-none-any.whl (154 kB)
Downloading huggingface_hub-1.25.1-py3-none-any.whl (774 kB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 774.9/774.9 kB 775.3 MB/s eta 0:00:00
Downloading click-8.4.2-py3-none-any.whl (119 kB)
Downloading hf_xet-1.5.2-cp38-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (4.4 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4.4/4.4 MB 699.9 MB/s eta 0:00:00
Downloading safetensors-0.8.0-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (516 kB)
Downloading timm-1.0.28-py3-none-any.whl (2.6 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.6/2.6 MB 725.2 MB/s eta 0:00:00
Downloading torchvision-0.28.0-cp313-cp313-manylinux_2_28_x86_64.whl (7.7 MB)
   ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 7.7/7.7 MB 549.7 MB/s eta 0:00:00
Building wheels for collected packages: numpy
  Building wheel for numpy (pyproject.toml): started
  Building wheel for numpy (pyproject.toml): finished with status 'done'
  Created wheel for numpy: filename=numpy-1.26.4-cp313-cp313-linux_x86_64.whl size=6532741 sha256=ab329ab6f646d548007a8c5a9a3c455719cbd2a56c6845e6cef83ec936566753
  Stored in directory: /tmp/pip-ephem-wheel-cache-l0rjceor/wheels/8b/2d/9f/b6b46373f328e2ef50388915d351ccacbedac929459b5459bf
Successfully built numpy
Installing collected packages: simsimd, nvidia-cusparselt-cu13, mpmath, cuda-toolkit, triton, sympy, stringzilla, safetensors, propcache, nvidia-nvtx, nvidia-nvshmem-cu13, nvidia-nvjitlink, nvidia-nccl-cu13, nvidia-curand, nvidia-cufile, nvidia-cuda-runtime, nvidia-cuda-nvrtc, nvidia-cuda-cupti, numpy, networkx, multidict, MarkupSafe, lightning-utilities, hf-xet, fsspec, frozenlist, filelock, cuda-pathfinder, click, aiohappyeyeballs, yarl, scipy, opencv-python-headless, nvidia-cusparse, nvidia-cufft, nvidia-cublas, jinja2, cuda-bindings, aiosignal, nvidia-cusolver, nvidia-cudnn-cu13, huggingface-hub, albucore, aiohttp, albumentations, torch, torchvision, torchmetrics, timm, pytorch-lightning, segmentation_models.pytorch, geo_neural_network
  Attempting uninstall: numpy
    Found existing installation: numpy 2.2.4
    Not uninstalling numpy at /usr/lib/python3/dist-packages, outside environment /tmp/venv
    Can't uninstall 'numpy'. No files were found to uninstall.
  Attempting uninstall: click
    Found existing installation: click 7.1.2
    Uninstalling click-7.1.2:
      Successfully uninstalled click-7.1.2
  Attempting uninstall: scipy
    Found existing installation: scipy 1.18.0
    Uninstalling scipy-1.18.0:
      Successfully uninstalled scipy-1.18.0

ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
wpgpdownload 0.2.1 requires Click<8, but you have click 8.4.2 which is incompatible.
Successfully installed MarkupSafe-3.0.3 aiohappyeyeballs-2.7.1 aiohttp-3.14.3 aiosignal-1.4.0 albucore-0.0.24 albumentations-2.0.8 click-8.4.2 cuda-bindings-13.3.1 cuda-pathfinder-1.6.0 cuda-toolkit-13.0.3.0 filelock-3.32.0 frozenlist-1.8.0 fsspec-2026.6.0 geo_neural_network-1.0.5 hf-xet-1.5.2 huggingface-hub-1.25.1 jinja2-3.1.6 lightning-utilities-0.15.3 mpmath-1.3.0 multidict-6.7.1 networkx-3.6.1 numpy-1.26.4 nvidia-cublas-13.1.1.3 nvidia-cuda-cupti-13.0.85 nvidia-cuda-nvrtc-13.0.88 nvidia-cuda-runtime-13.0.96 nvidia-cudnn-cu13-9.20.0.48 nvidia-cufft-12.0.0.61 nvidia-cufile-1.15.1.6 nvidia-curand-10.4.0.35 nvidia-cusolver-12.0.4.66 nvidia-cusparse-12.6.3.3 nvidia-cusparselt-cu13-0.8.1 nvidia-nccl-cu13-2.29.7 nvidia-nvjitlink-13.3.33 nvidia-nvshmem-cu13-3.4.5 nvidia-nvtx-13.0.85 opencv-python-headless-4.11.0.86 propcache-0.5.2 pytorch-lightning-2.6.5 safetensors-0.8.0 scipy-1.17.1 segmentation_models.pytorch-0.5.0 simsimd-6.5.16 stringzilla-5.0.3 sympy-1.14.0 timm-1.0.28 torch-2.13.0 torchmetrics-1.9.0 torchvision-0.28.0 triton-3.7.1 yarl-1.24.5
mkdir -p /tmp/build/m.neural_network/scripts
/usr/bin/install -c m.neural_network.apply.py /tmp/build/m.neural_network/scripts/m.neural_network.apply
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.apply" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.apply --html-description < /dev/null | grep -v '</body>\|</html>\|</div> <!-- end container -->' > m.neural_network.apply.tmp.html ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkhtml.py m.neural_network.apply > /tmp/build/m.neural_network/docs/html/m.neural_network.apply.html
VERSION_NUMBER=8.5.1dev /usr/local/grass85/utils/g.html2man.py "/tmp/build/m.neural_network/docs/html/m.neural_network.apply.html" "/tmp/build/m.neural_network/docs/man/man1/m.neural_network.apply.1"
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.apply" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.apply --md-description < /dev/null > m.neural_network.apply.tmp.md ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkmarkdown.py m.neural_network.apply > /usr/local/grass85/docs/mkdocs/source/m.neural_network.apply.md
GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C g.parser -t m.neural_network.apply.py | sed s/\"/\\\\\"/g | sed 's/.*/_("&")/' > /usr/local/grass85/locale/scriptstrings/m.neural_network.apply_to_translate.c
rm m.neural_network.apply.tmp.html m.neural_network.apply.tmp.md
make[1]: Leaving directory '/tmp/grass_addons/m.neural_network/m.neural_network.apply'
make -C m.neural_network.postprocessing.patch/ || echo /tmp/grass_addons/m.neural_network/m.neural_network.postprocessing.patch/ >> /usr/local/grass85/error.log
make[1]: Entering directory '/tmp/grass_addons/m.neural_network/m.neural_network.postprocessing.patch'
/usr/bin/install -c m.neural_network.postprocessing.patch.py /tmp/build/m.neural_network/scripts/m.neural_network.postprocessing.patch
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.postprocessing.patch" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.postprocessing.patch --html-description < /dev/null | grep -v '</body>\|</html>\|</div> <!-- end container -->' > m.neural_network.postprocessing.patch.tmp.html ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkhtml.py m.neural_network.postprocessing.patch > /tmp/build/m.neural_network/docs/html/m.neural_network.postprocessing.patch.html
VERSION_NUMBER=8.5.1dev /usr/local/grass85/utils/g.html2man.py "/tmp/build/m.neural_network/docs/html/m.neural_network.postprocessing.patch.html" "/tmp/build/m.neural_network/docs/man/man1/m.neural_network.postprocessing.patch.1"
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.postprocessing.patch" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.postprocessing.patch --md-description < /dev/null > m.neural_network.postprocessing.patch.tmp.md ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkmarkdown.py m.neural_network.postprocessing.patch > /usr/local/grass85/docs/mkdocs/source/m.neural_network.postprocessing.patch.md
GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C g.parser -t m.neural_network.postprocessing.patch.py | sed s/\"/\\\\\"/g | sed 's/.*/_("&")/' > /usr/local/grass85/locale/scriptstrings/m.neural_network.postprocessing.patch_to_translate.c
rm m.neural_network.postprocessing.patch.tmp.html m.neural_network.postprocessing.patch.tmp.md
make[1]: Leaving directory '/tmp/grass_addons/m.neural_network/m.neural_network.postprocessing.patch'
make -C m.neural_network.postprocessing.snapref/ || echo /tmp/grass_addons/m.neural_network/m.neural_network.postprocessing.snapref/ >> /usr/local/grass85/error.log
make[1]: Entering directory '/tmp/grass_addons/m.neural_network/m.neural_network.postprocessing.snapref'
/usr/bin/install -c m.neural_network.postprocessing.snapref.py /tmp/build/m.neural_network/scripts/m.neural_network.postprocessing.snapref
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.postprocessing.snapref" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.postprocessing.snapref --html-description < /dev/null | grep -v '</body>\|</html>\|</div> <!-- end container -->' > m.neural_network.postprocessing.snapref.tmp.html ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkhtml.py m.neural_network.postprocessing.snapref > /tmp/build/m.neural_network/docs/html/m.neural_network.postprocessing.snapref.html
VERSION_NUMBER=8.5.1dev /usr/local/grass85/utils/g.html2man.py "/tmp/build/m.neural_network/docs/html/m.neural_network.postprocessing.snapref.html" "/tmp/build/m.neural_network/docs/man/man1/m.neural_network.postprocessing.snapref.1"
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.postprocessing.snapref" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.postprocessing.snapref --md-description < /dev/null > m.neural_network.postprocessing.snapref.tmp.md ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkmarkdown.py m.neural_network.postprocessing.snapref > /usr/local/grass85/docs/mkdocs/source/m.neural_network.postprocessing.snapref.md
GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C g.parser -t m.neural_network.postprocessing.snapref.py | sed s/\"/\\\\\"/g | sed 's/.*/_("&")/' > /usr/local/grass85/locale/scriptstrings/m.neural_network.postprocessing.snapref_to_translate.c
rm m.neural_network.postprocessing.snapref.tmp.md m.neural_network.postprocessing.snapref.tmp.html
make[1]: Leaving directory '/tmp/grass_addons/m.neural_network/m.neural_network.postprocessing.snapref'
make -C m.neural_network.postprocessing.vectorize/ || echo /tmp/grass_addons/m.neural_network/m.neural_network.postprocessing.vectorize/ >> /usr/local/grass85/error.log
make[1]: Entering directory '/tmp/grass_addons/m.neural_network/m.neural_network.postprocessing.vectorize'
/usr/bin/install -c m.neural_network.postprocessing.vectorize.py /tmp/build/m.neural_network/scripts/m.neural_network.postprocessing.vectorize
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.postprocessing.vectorize" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.postprocessing.vectorize --html-description < /dev/null | grep -v '</body>\|</html>\|</div> <!-- end container -->' > m.neural_network.postprocessing.vectorize.tmp.html ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkhtml.py m.neural_network.postprocessing.vectorize > /tmp/build/m.neural_network/docs/html/m.neural_network.postprocessing.vectorize.html
VERSION_NUMBER=8.5.1dev /usr/local/grass85/utils/g.html2man.py "/tmp/build/m.neural_network/docs/html/m.neural_network.postprocessing.vectorize.html" "/tmp/build/m.neural_network/docs/man/man1/m.neural_network.postprocessing.vectorize.1"
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.postprocessing.vectorize" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.postprocessing.vectorize --md-description < /dev/null > m.neural_network.postprocessing.vectorize.tmp.md ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkmarkdown.py m.neural_network.postprocessing.vectorize > /usr/local/grass85/docs/mkdocs/source/m.neural_network.postprocessing.vectorize.md
GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C g.parser -t m.neural_network.postprocessing.vectorize.py | sed s/\"/\\\\\"/g | sed 's/.*/_("&")/' > /usr/local/grass85/locale/scriptstrings/m.neural_network.postprocessing.vectorize_to_translate.c
rm m.neural_network.postprocessing.vectorize.tmp.html m.neural_network.postprocessing.vectorize.tmp.md
make[1]: Leaving directory '/tmp/grass_addons/m.neural_network/m.neural_network.postprocessing.vectorize'
make -C m.neural_network.preparedata_part1.worker_export/ || echo /tmp/grass_addons/m.neural_network/m.neural_network.preparedata_part1.worker_export/ >> /usr/local/grass85/error.log
make[1]: Entering directory '/tmp/grass_addons/m.neural_network/m.neural_network.preparedata_part1.worker_export'
/usr/bin/install -c m.neural_network.preparedata_part1.worker_export.py /tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part1.worker_export
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part1.worker_export" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part1.worker_export --html-description < /dev/null | grep -v '</body>\|</html>\|</div> <!-- end container -->' > m.neural_network.preparedata_part1.worker_export.tmp.html ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkhtml.py m.neural_network.preparedata_part1.worker_export > /tmp/build/m.neural_network/docs/html/m.neural_network.preparedata_part1.worker_export.html
VERSION_NUMBER=8.5.1dev /usr/local/grass85/utils/g.html2man.py "/tmp/build/m.neural_network/docs/html/m.neural_network.preparedata_part1.worker_export.html" "/tmp/build/m.neural_network/docs/man/man1/m.neural_network.preparedata_part1.worker_export.1"
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part1.worker_export" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part1.worker_export --md-description < /dev/null > m.neural_network.preparedata_part1.worker_export.tmp.md ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkmarkdown.py m.neural_network.preparedata_part1.worker_export > /usr/local/grass85/docs/mkdocs/source/m.neural_network.preparedata_part1.worker_export.md
GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C g.parser -t m.neural_network.preparedata_part1.worker_export.py | sed s/\"/\\\\\"/g | sed 's/.*/_("&")/' > /usr/local/grass85/locale/scriptstrings/m.neural_network.preparedata_part1.worker_export_to_translate.c
rm m.neural_network.preparedata_part1.worker_export.tmp.html m.neural_network.preparedata_part1.worker_export.tmp.md
make[1]: Leaving directory '/tmp/grass_addons/m.neural_network/m.neural_network.preparedata_part1.worker_export'
make -C m.neural_network.preparedata_part1.worker_nullcells/ || echo /tmp/grass_addons/m.neural_network/m.neural_network.preparedata_part1.worker_nullcells/ >> /usr/local/grass85/error.log
make[1]: Entering directory '/tmp/grass_addons/m.neural_network/m.neural_network.preparedata_part1.worker_nullcells'
/usr/bin/install -c m.neural_network.preparedata_part1.worker_nullcells.py /tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part1.worker_nullcells
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part1.worker_nullcells" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part1.worker_nullcells --html-description < /dev/null | grep -v '</body>\|</html>\|</div> <!-- end container -->' > m.neural_network.preparedata_part1.worker_nullcells.tmp.html ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkhtml.py m.neural_network.preparedata_part1.worker_nullcells > /tmp/build/m.neural_network/docs/html/m.neural_network.preparedata_part1.worker_nullcells.html
VERSION_NUMBER=8.5.1dev /usr/local/grass85/utils/g.html2man.py "/tmp/build/m.neural_network/docs/html/m.neural_network.preparedata_part1.worker_nullcells.html" "/tmp/build/m.neural_network/docs/man/man1/m.neural_network.preparedata_part1.worker_nullcells.1"
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part1.worker_nullcells" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part1.worker_nullcells --md-description < /dev/null > m.neural_network.preparedata_part1.worker_nullcells.tmp.md ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkmarkdown.py m.neural_network.preparedata_part1.worker_nullcells > /usr/local/grass85/docs/mkdocs/source/m.neural_network.preparedata_part1.worker_nullcells.md
GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C g.parser -t m.neural_network.preparedata_part1.worker_nullcells.py | sed s/\"/\\\\\"/g | sed 's/.*/_("&")/' > /usr/local/grass85/locale/scriptstrings/m.neural_network.preparedata_part1.worker_nullcells_to_translate.c
rm m.neural_network.preparedata_part1.worker_nullcells.tmp.html m.neural_network.preparedata_part1.worker_nullcells.tmp.md
make[1]: Leaving directory '/tmp/grass_addons/m.neural_network/m.neural_network.preparedata_part1.worker_nullcells'
make -C m.neural_network.preparedata_part1/ || echo /tmp/grass_addons/m.neural_network/m.neural_network.preparedata_part1/ >> /usr/local/grass85/error.log
make[1]: Entering directory '/tmp/grass_addons/m.neural_network/m.neural_network.preparedata_part1'
pip install geopandas
WARNING: The directory '/github/home/.cache/pip' or its parent directory is not owned or is not writable by the current user. The cache has been disabled. Check the permissions and owner of that directory. If executing pip with sudo, you should use sudo's -H flag.
Requirement already satisfied: geopandas in /tmp/venv/lib/python3.13/site-packages (1.1.4)
Requirement already satisfied: numpy>=1.24 in /tmp/venv/lib/python3.13/site-packages (from geopandas) (1.26.4)
Requirement already satisfied: pyogrio>=0.7.2 in /tmp/venv/lib/python3.13/site-packages (from geopandas) (0.13.0)
Requirement already satisfied: packaging in /usr/lib/python3/dist-packages (from geopandas) (25.0)
Requirement already satisfied: pandas>=2.0.0 in /tmp/venv/lib/python3.13/site-packages (from geopandas) (3.0.5)
Requirement already satisfied: pyproj>=3.5.0 in /tmp/venv/lib/python3.13/site-packages (from geopandas) (3.7.2)
Requirement already satisfied: shapely>=2.0.0 in /tmp/venv/lib/python3.13/site-packages (from geopandas) (2.1.2)
Requirement already satisfied: python-dateutil>=2.8.2 in /usr/lib/python3/dist-packages (from pandas>=2.0.0->geopandas) (2.9.0)
Requirement already satisfied: certifi in /tmp/venv/lib/python3.13/site-packages (from pyogrio>=0.7.2->geopandas) (2026.7.22)
/usr/bin/install -c m.neural_network.preparedata_part1.py /tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part1
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part1" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part1 --html-description < /dev/null | grep -v '</body>\|</html>\|</div> <!-- end container -->' > m.neural_network.preparedata_part1.tmp.html ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkhtml.py m.neural_network.preparedata_part1 > /tmp/build/m.neural_network/docs/html/m.neural_network.preparedata_part1.html
VERSION_NUMBER=8.5.1dev /usr/local/grass85/utils/g.html2man.py "/tmp/build/m.neural_network/docs/html/m.neural_network.preparedata_part1.html" "/tmp/build/m.neural_network/docs/man/man1/m.neural_network.preparedata_part1.1"
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part1" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part1 --md-description < /dev/null > m.neural_network.preparedata_part1.tmp.md ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkmarkdown.py m.neural_network.preparedata_part1 > /usr/local/grass85/docs/mkdocs/source/m.neural_network.preparedata_part1.md
GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C g.parser -t m.neural_network.preparedata_part1.py | sed s/\"/\\\\\"/g | sed 's/.*/_("&")/' > /usr/local/grass85/locale/scriptstrings/m.neural_network.preparedata_part1_to_translate.c
mkdir -p /tmp/build/m.neural_network/etc/m.neural_network.preparedata_part1/qml
/usr/bin/install -c -m 644 qml/label.qml /tmp/build/m.neural_network/etc/m.neural_network.preparedata_part1/qml/label.qml
rm m.neural_network.preparedata_part1.tmp.md m.neural_network.preparedata_part1.tmp.html
make[1]: Leaving directory '/tmp/grass_addons/m.neural_network/m.neural_network.preparedata_part1'
make -C m.neural_network.preparedata_part2.worker_label/ || echo /tmp/grass_addons/m.neural_network/m.neural_network.preparedata_part2.worker_label/ >> /usr/local/grass85/error.log
make[1]: Entering directory '/tmp/grass_addons/m.neural_network/m.neural_network.preparedata_part2.worker_label'
/usr/bin/install -c m.neural_network.preparedata_part2.worker_label.py /tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part2.worker_label
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part2.worker_label" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part2.worker_label --html-description < /dev/null | grep -v '</body>\|</html>\|</div> <!-- end container -->' > m.neural_network.preparedata_part2.worker_label.tmp.html ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkhtml.py m.neural_network.preparedata_part2.worker_label > /tmp/build/m.neural_network/docs/html/m.neural_network.preparedata_part2.worker_label.html
VERSION_NUMBER=8.5.1dev /usr/local/grass85/utils/g.html2man.py "/tmp/build/m.neural_network/docs/html/m.neural_network.preparedata_part2.worker_label.html" "/tmp/build/m.neural_network/docs/man/man1/m.neural_network.preparedata_part2.worker_label.1"
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part2.worker_label" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part2.worker_label --md-description < /dev/null > m.neural_network.preparedata_part2.worker_label.tmp.md ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkmarkdown.py m.neural_network.preparedata_part2.worker_label > /usr/local/grass85/docs/mkdocs/source/m.neural_network.preparedata_part2.worker_label.md
GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C g.parser -t m.neural_network.preparedata_part2.worker_label.py | sed s/\"/\\\\\"/g | sed 's/.*/_("&")/' > /usr/local/grass85/locale/scriptstrings/m.neural_network.preparedata_part2.worker_label_to_translate.c
rm m.neural_network.preparedata_part2.worker_label.tmp.md m.neural_network.preparedata_part2.worker_label.tmp.html
make[1]: Leaving directory '/tmp/grass_addons/m.neural_network/m.neural_network.preparedata_part2.worker_label'
make -C m.neural_network.preparedata_part2/ || echo /tmp/grass_addons/m.neural_network/m.neural_network.preparedata_part2/ >> /usr/local/grass85/error.log
make[1]: Entering directory '/tmp/grass_addons/m.neural_network/m.neural_network.preparedata_part2'
/usr/bin/install -c m.neural_network.preparedata_part2.py /tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part2
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part2" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part2 --html-description < /dev/null | grep -v '</body>\|</html>\|</div> <!-- end container -->' > m.neural_network.preparedata_part2.tmp.html ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkhtml.py m.neural_network.preparedata_part2 > /tmp/build/m.neural_network/docs/html/m.neural_network.preparedata_part2.html
VERSION_NUMBER=8.5.1dev /usr/local/grass85/utils/g.html2man.py "/tmp/build/m.neural_network/docs/html/m.neural_network.preparedata_part2.html" "/tmp/build/m.neural_network/docs/man/man1/m.neural_network.preparedata_part2.1"
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part2" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.preparedata_part2 --md-description < /dev/null > m.neural_network.preparedata_part2.tmp.md ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkmarkdown.py m.neural_network.preparedata_part2 > /usr/local/grass85/docs/mkdocs/source/m.neural_network.preparedata_part2.md
GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C g.parser -t m.neural_network.preparedata_part2.py | sed s/\"/\\\\\"/g | sed 's/.*/_("&")/' > /usr/local/grass85/locale/scriptstrings/m.neural_network.preparedata_part2_to_translate.c
rm m.neural_network.preparedata_part2.tmp.html m.neural_network.preparedata_part2.tmp.md
make[1]: Leaving directory '/tmp/grass_addons/m.neural_network/m.neural_network.preparedata_part2'
make -C m.neural_network.test/ || echo /tmp/grass_addons/m.neural_network/m.neural_network.test/ >> /usr/local/grass85/error.log
make[1]: Entering directory '/tmp/grass_addons/m.neural_network/m.neural_network.test'
pip install geo_neural_network
WARNING: The directory '/github/home/.cache/pip' or its parent directory is not owned or is not writable by the current user. The cache has been disabled. Check the permissions and owner of that directory. If executing pip with sudo, you should use sudo's -H flag.
Requirement already satisfied: geo_neural_network in /tmp/venv/lib/python3.13/site-packages (1.0.5)
Requirement already satisfied: albumentations in /tmp/venv/lib/python3.13/site-packages (from geo_neural_network) (2.0.8)
Requirement already satisfied: matplotlib in /tmp/venv/lib/python3.13/site-packages (from geo_neural_network) (3.11.1)
Requirement already satisfied: numpy==1.26.4 in /tmp/venv/lib/python3.13/site-packages (from geo_neural_network) (1.26.4)
Requirement already satisfied: segmentation_models.pytorch in /tmp/venv/lib/python3.13/site-packages (from geo_neural_network) (0.5.0)
Requirement already satisfied: torch in /tmp/venv/lib/python3.13/site-packages (from geo_neural_network) (2.13.0)
Requirement already satisfied: pandas in /tmp/venv/lib/python3.13/site-packages (from geo_neural_network) (3.0.5)
Requirement already satisfied: pytorch-lightning in /tmp/venv/lib/python3.13/site-packages (from geo_neural_network) (2.6.5)
Requirement already satisfied: scipy>=1.10.0 in /tmp/venv/lib/python3.13/site-packages (from albumentations->geo_neural_network) (1.17.1)
Requirement already satisfied: PyYAML in /tmp/venv/lib/python3.13/site-packages (from albumentations->geo_neural_network) (6.0.3)
Requirement already satisfied: pydantic>=2.9.2 in /tmp/venv/lib/python3.13/site-packages (from albumentations->geo_neural_network) (2.13.4)
Requirement already satisfied: albucore==0.0.24 in /tmp/venv/lib/python3.13/site-packages (from albumentations->geo_neural_network) (0.0.24)
Requirement already satisfied: opencv-python-headless>=4.9.0.80 in /tmp/venv/lib/python3.13/site-packages (from albumentations->geo_neural_network) (4.11.0.86)
Requirement already satisfied: stringzilla>=3.10.4 in /tmp/venv/lib/python3.13/site-packages (from albucore==0.0.24->albumentations->geo_neural_network) (5.0.3)
Requirement already satisfied: simsimd>=5.9.2 in /tmp/venv/lib/python3.13/site-packages (from albucore==0.0.24->albumentations->geo_neural_network) (6.5.16)
Requirement already satisfied: annotated-types>=0.6.0 in /tmp/venv/lib/python3.13/site-packages (from pydantic>=2.9.2->albumentations->geo_neural_network) (0.8.0)
Requirement already satisfied: pydantic-core==2.46.4 in /tmp/venv/lib/python3.13/site-packages (from pydantic>=2.9.2->albumentations->geo_neural_network) (2.46.4)
Requirement already satisfied: typing-extensions>=4.14.1 in /tmp/venv/lib/python3.13/site-packages (from pydantic>=2.9.2->albumentations->geo_neural_network) (4.16.0)
Requirement already satisfied: typing-inspection>=0.4.2 in /tmp/venv/lib/python3.13/site-packages (from pydantic>=2.9.2->albumentations->geo_neural_network) (0.4.2)
Requirement already satisfied: contourpy>=1.0.1 in /tmp/venv/lib/python3.13/site-packages (from matplotlib->geo_neural_network) (1.3.3)
Requirement already satisfied: cycler>=0.10 in /tmp/venv/lib/python3.13/site-packages (from matplotlib->geo_neural_network) (0.12.1)
Requirement already satisfied: fonttools>=4.28.2 in /tmp/venv/lib/python3.13/site-packages (from matplotlib->geo_neural_network) (4.63.0)
Requirement already satisfied: kiwisolver>=1.3.1 in /tmp/venv/lib/python3.13/site-packages (from matplotlib->geo_neural_network) (1.5.0)
Requirement already satisfied: packaging>=20.0 in /usr/lib/python3/dist-packages (from matplotlib->geo_neural_network) (25.0)
Requirement already satisfied: pillow>=9 in /usr/lib/python3/dist-packages (from matplotlib->geo_neural_network) (11.1.0)
Requirement already satisfied: pyparsing>=3 in /tmp/venv/lib/python3.13/site-packages (from matplotlib->geo_neural_network) (3.3.2)
Requirement already satisfied: python-dateutil>=2.7 in /usr/lib/python3/dist-packages (from matplotlib->geo_neural_network) (2.9.0)
Requirement already satisfied: tqdm>=4.57.0 in /tmp/venv/lib/python3.13/site-packages (from pytorch-lightning->geo_neural_network) (4.70.0)
Requirement already satisfied: fsspec>=2022.5.0 in /tmp/venv/lib/python3.13/site-packages (from fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (2026.6.0)
Requirement already satisfied: torchmetrics>0.7.0 in /tmp/venv/lib/python3.13/site-packages (from pytorch-lightning->geo_neural_network) (1.9.0)
Requirement already satisfied: lightning-utilities>=0.10.0 in /tmp/venv/lib/python3.13/site-packages (from pytorch-lightning->geo_neural_network) (0.15.3)
Requirement already satisfied: aiohttp!=4.0.0a0,!=4.0.0a1 in /tmp/venv/lib/python3.13/site-packages (from fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (3.14.3)
Requirement already satisfied: aiohappyeyeballs>=2.5.0 in /tmp/venv/lib/python3.13/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (2.7.1)
Requirement already satisfied: aiosignal>=1.4.0 in /tmp/venv/lib/python3.13/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (1.4.0)
Requirement already satisfied: attrs>=17.3.0 in /tmp/venv/lib/python3.13/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (26.1.0)
Requirement already satisfied: frozenlist>=1.1.1 in /tmp/venv/lib/python3.13/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (1.8.0)
Requirement already satisfied: multidict<7.0,>=4.5 in /tmp/venv/lib/python3.13/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (6.7.1)
Requirement already satisfied: propcache>=0.2.0 in /tmp/venv/lib/python3.13/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (0.5.2)
Requirement already satisfied: yarl<2.0,>=1.17.0 in /tmp/venv/lib/python3.13/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (1.24.5)
Requirement already satisfied: idna>=2.0 in /tmp/venv/lib/python3.13/site-packages (from yarl<2.0,>=1.17.0->aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (3.18)
Requirement already satisfied: filelock in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (3.32.0)
Requirement already satisfied: setuptools>=77.0.3 in /usr/lib/python3/dist-packages (from torch->geo_neural_network) (78.1.1)
Requirement already satisfied: sympy>=1.13.3 in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (1.14.0)
Requirement already satisfied: networkx>=2.5.1 in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (3.6.1)
Requirement already satisfied: jinja2 in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (3.1.6)
Requirement already satisfied: cuda-toolkit==13.0.3 in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (13.0.3.0)
Requirement already satisfied: cuda-bindings<14,>=13.0.3 in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (13.3.1)
Requirement already satisfied: nvidia-cudnn-cu13==9.20.0.48 in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (9.20.0.48)
Requirement already satisfied: nvidia-cusparselt-cu13==0.8.1 in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (0.8.1)
Requirement already satisfied: nvidia-nccl-cu13==2.29.7 in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (2.29.7)
Requirement already satisfied: nvidia-nvshmem-cu13==3.4.5 in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (3.4.5)
Requirement already satisfied: triton==3.7.1 in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (3.7.1)
Requirement already satisfied: nvidia-cublas==13.1.1.3.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (13.1.1.3)
Requirement already satisfied: nvidia-cuda-nvrtc==13.0.88.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (13.0.88)
Requirement already satisfied: nvidia-cuda-runtime==13.0.96.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (13.0.96)
Requirement already satisfied: nvidia-cufft==12.0.0.61.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (12.0.0.61)
Requirement already satisfied: nvidia-nvjitlink<14,>=13.0.88 in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (13.3.33)
Requirement already satisfied: nvidia-cufile==1.15.1.6.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (1.15.1.6)
Requirement already satisfied: nvidia-cuda-cupti==13.0.85.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (13.0.85)
Requirement already satisfied: nvidia-curand==10.4.0.35.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (10.4.0.35)
Requirement already satisfied: nvidia-cusolver==12.0.4.66.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (12.0.4.66)
Requirement already satisfied: nvidia-cusparse==12.6.3.3.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (12.6.3.3)
Requirement already satisfied: nvidia-nvtx==13.0.85.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (13.0.85)
Requirement already satisfied: cuda-pathfinder>=1.4.2 in /tmp/venv/lib/python3.13/site-packages (from cuda-bindings<14,>=13.0.3->torch->geo_neural_network) (1.6.0)
Requirement already satisfied: mpmath<1.4,>=1.1.0 in /tmp/venv/lib/python3.13/site-packages (from sympy>=1.13.3->torch->geo_neural_network) (1.3.0)
Requirement already satisfied: MarkupSafe>=2.0 in /tmp/venv/lib/python3.13/site-packages (from jinja2->torch->geo_neural_network) (3.0.3)
Requirement already satisfied: huggingface-hub>=0.24 in /tmp/venv/lib/python3.13/site-packages (from segmentation_models.pytorch->geo_neural_network) (1.25.1)
Requirement already satisfied: safetensors>=0.3.1 in /tmp/venv/lib/python3.13/site-packages (from segmentation_models.pytorch->geo_neural_network) (0.8.0)
Requirement already satisfied: timm>=0.9 in /tmp/venv/lib/python3.13/site-packages (from segmentation_models.pytorch->geo_neural_network) (1.0.28)
Requirement already satisfied: torchvision>=0.9 in /tmp/venv/lib/python3.13/site-packages (from segmentation_models.pytorch->geo_neural_network) (0.28.0)
Requirement already satisfied: click<9.0.0,>=8.4.2 in /tmp/venv/lib/python3.13/site-packages (from huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (8.4.2)
Requirement already satisfied: hf-xet<2.0.0,>=1.5.1 in /tmp/venv/lib/python3.13/site-packages (from huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (1.5.2)
Requirement already satisfied: httpx<1,>=0.23.0 in /tmp/venv/lib/python3.13/site-packages (from huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (0.28.1)
Requirement already satisfied: anyio in /tmp/venv/lib/python3.13/site-packages (from httpx<1,>=0.23.0->huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (4.14.2)
Requirement already satisfied: certifi in /tmp/venv/lib/python3.13/site-packages (from httpx<1,>=0.23.0->huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (2026.7.22)
Requirement already satisfied: httpcore==1.* in /tmp/venv/lib/python3.13/site-packages (from httpx<1,>=0.23.0->huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (1.0.9)
Requirement already satisfied: h11>=0.16 in /tmp/venv/lib/python3.13/site-packages (from httpcore==1.*->httpx<1,>=0.23.0->huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (0.16.0)
/usr/bin/install -c m.neural_network.test.py /tmp/build/m.neural_network/scripts/m.neural_network.test
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.test" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.test --html-description < /dev/null | grep -v '</body>\|</html>\|</div> <!-- end container -->' > m.neural_network.test.tmp.html ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkhtml.py m.neural_network.test > /tmp/build/m.neural_network/docs/html/m.neural_network.test.html
VERSION_NUMBER=8.5.1dev /usr/local/grass85/utils/g.html2man.py "/tmp/build/m.neural_network/docs/html/m.neural_network.test.html" "/tmp/build/m.neural_network/docs/man/man1/m.neural_network.test.1"
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.test" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.test --md-description < /dev/null > m.neural_network.test.tmp.md ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkmarkdown.py m.neural_network.test > /usr/local/grass85/docs/mkdocs/source/m.neural_network.test.md
GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C g.parser -t m.neural_network.test.py | sed s/\"/\\\\\"/g | sed 's/.*/_("&")/' > /usr/local/grass85/locale/scriptstrings/m.neural_network.test_to_translate.c
rm m.neural_network.test.tmp.html m.neural_network.test.tmp.md
make[1]: Leaving directory '/tmp/grass_addons/m.neural_network/m.neural_network.test'
make -C m.neural_network.tindex/ || echo /tmp/grass_addons/m.neural_network/m.neural_network.tindex/ >> /usr/local/grass85/error.log
make[1]: Entering directory '/tmp/grass_addons/m.neural_network/m.neural_network.tindex'
pip install geopandas
Requirement already satisfied: geopandas in /tmp/venv/lib/python3.13/site-packages (1.1.4)
Requirement already satisfied: numpy>=1.24 in /tmp/venv/lib/python3.13/site-packages (from geopandas) (1.26.4)
Requirement already satisfied: pyogrio>=0.7.2 in /tmp/venv/lib/python3.13/site-packages (from geopandas) (0.13.0)
Requirement already satisfied: packaging in /usr/lib/python3/dist-packages (from geopandas) (25.0)
Requirement already satisfied: pandas>=2.0.0 in /tmp/venv/lib/python3.13/site-packages (from geopandas) (3.0.5)
Requirement already satisfied: pyproj>=3.5.0 in /tmp/venv/lib/python3.13/site-packages (from geopandas) (3.7.2)
Requirement already satisfied: shapely>=2.0.0 in /tmp/venv/lib/python3.13/site-packages (from geopandas) (2.1.2)
Requirement already satisfied: python-dateutil>=2.8.2 in /usr/lib/python3/dist-packages (from pandas>=2.0.0->geopandas) (2.9.0)
Requirement already satisfied: certifi in /tmp/venv/lib/python3.13/site-packages (from pyogrio>=0.7.2->geopandas) (2026.7.22)
/usr/bin/install -c m.neural_network.tindex.py /tmp/build/m.neural_network/scripts/m.neural_network.tindex
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.tindex" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.tindex --html-description < /dev/null | grep -v '</body>\|</html>\|</div> <!-- end container -->' > m.neural_network.tindex.tmp.html ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkhtml.py m.neural_network.tindex > /tmp/build/m.neural_network/docs/html/m.neural_network.tindex.html
VERSION_NUMBER=8.5.1dev /usr/local/grass85/utils/g.html2man.py "/tmp/build/m.neural_network/docs/html/m.neural_network.tindex.html" "/tmp/build/m.neural_network/docs/man/man1/m.neural_network.tindex.1"
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.tindex" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.tindex --md-description < /dev/null > m.neural_network.tindex.tmp.md ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkmarkdown.py m.neural_network.tindex > /usr/local/grass85/docs/mkdocs/source/m.neural_network.tindex.md
GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C g.parser -t m.neural_network.tindex.py | sed s/\"/\\\\\"/g | sed 's/.*/_("&")/' > /usr/local/grass85/locale/scriptstrings/m.neural_network.tindex_to_translate.c
mkdir -p /tmp/build/m.neural_network/etc/m.neural_network.tindex/qml
/usr/bin/install -c -m 644 qml/tindex.qml /tmp/build/m.neural_network/etc/m.neural_network.tindex/qml/tindex.qml
rm m.neural_network.tindex.tmp.html m.neural_network.tindex.tmp.md
make[1]: Leaving directory '/tmp/grass_addons/m.neural_network/m.neural_network.tindex'
make -C m.neural_network.train/ || echo /tmp/grass_addons/m.neural_network/m.neural_network.train/ >> /usr/local/grass85/error.log
make[1]: Entering directory '/tmp/grass_addons/m.neural_network/m.neural_network.train'
pip install geo_neural_network
Requirement already satisfied: geo_neural_network in /tmp/venv/lib/python3.13/site-packages (1.0.5)
Requirement already satisfied: albumentations in /tmp/venv/lib/python3.13/site-packages (from geo_neural_network) (2.0.8)
Requirement already satisfied: matplotlib in /tmp/venv/lib/python3.13/site-packages (from geo_neural_network) (3.11.1)
Requirement already satisfied: numpy==1.26.4 in /tmp/venv/lib/python3.13/site-packages (from geo_neural_network) (1.26.4)
Requirement already satisfied: segmentation_models.pytorch in /tmp/venv/lib/python3.13/site-packages (from geo_neural_network) (0.5.0)
Requirement already satisfied: torch in /tmp/venv/lib/python3.13/site-packages (from geo_neural_network) (2.13.0)
Requirement already satisfied: pandas in /tmp/venv/lib/python3.13/site-packages (from geo_neural_network) (3.0.5)
Requirement already satisfied: pytorch-lightning in /tmp/venv/lib/python3.13/site-packages (from geo_neural_network) (2.6.5)
Requirement already satisfied: scipy>=1.10.0 in /tmp/venv/lib/python3.13/site-packages (from albumentations->geo_neural_network) (1.17.1)
Requirement already satisfied: PyYAML in /tmp/venv/lib/python3.13/site-packages (from albumentations->geo_neural_network) (6.0.3)
Requirement already satisfied: pydantic>=2.9.2 in /tmp/venv/lib/python3.13/site-packages (from albumentations->geo_neural_network) (2.13.4)
Requirement already satisfied: albucore==0.0.24 in /tmp/venv/lib/python3.13/site-packages (from albumentations->geo_neural_network) (0.0.24)
Requirement already satisfied: opencv-python-headless>=4.9.0.80 in /tmp/venv/lib/python3.13/site-packages (from albumentations->geo_neural_network) (4.11.0.86)
Requirement already satisfied: stringzilla>=3.10.4 in /tmp/venv/lib/python3.13/site-packages (from albucore==0.0.24->albumentations->geo_neural_network) (5.0.3)
Requirement already satisfied: simsimd>=5.9.2 in /tmp/venv/lib/python3.13/site-packages (from albucore==0.0.24->albumentations->geo_neural_network) (6.5.16)
Requirement already satisfied: annotated-types>=0.6.0 in /tmp/venv/lib/python3.13/site-packages (from pydantic>=2.9.2->albumentations->geo_neural_network) (0.8.0)
Requirement already satisfied: pydantic-core==2.46.4 in /tmp/venv/lib/python3.13/site-packages (from pydantic>=2.9.2->albumentations->geo_neural_network) (2.46.4)
Requirement already satisfied: typing-extensions>=4.14.1 in /tmp/venv/lib/python3.13/site-packages (from pydantic>=2.9.2->albumentations->geo_neural_network) (4.16.0)
Requirement already satisfied: typing-inspection>=0.4.2 in /tmp/venv/lib/python3.13/site-packages (from pydantic>=2.9.2->albumentations->geo_neural_network) (0.4.2)
Requirement already satisfied: contourpy>=1.0.1 in /tmp/venv/lib/python3.13/site-packages (from matplotlib->geo_neural_network) (1.3.3)
Requirement already satisfied: cycler>=0.10 in /tmp/venv/lib/python3.13/site-packages (from matplotlib->geo_neural_network) (0.12.1)
Requirement already satisfied: fonttools>=4.28.2 in /tmp/venv/lib/python3.13/site-packages (from matplotlib->geo_neural_network) (4.63.0)
Requirement already satisfied: kiwisolver>=1.3.1 in /tmp/venv/lib/python3.13/site-packages (from matplotlib->geo_neural_network) (1.5.0)
Requirement already satisfied: packaging>=20.0 in /usr/lib/python3/dist-packages (from matplotlib->geo_neural_network) (25.0)
Requirement already satisfied: pillow>=9 in /usr/lib/python3/dist-packages (from matplotlib->geo_neural_network) (11.1.0)
Requirement already satisfied: pyparsing>=3 in /tmp/venv/lib/python3.13/site-packages (from matplotlib->geo_neural_network) (3.3.2)
Requirement already satisfied: python-dateutil>=2.7 in /usr/lib/python3/dist-packages (from matplotlib->geo_neural_network) (2.9.0)
Requirement already satisfied: tqdm>=4.57.0 in /tmp/venv/lib/python3.13/site-packages (from pytorch-lightning->geo_neural_network) (4.70.0)
Requirement already satisfied: fsspec>=2022.5.0 in /tmp/venv/lib/python3.13/site-packages (from fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (2026.6.0)
Requirement already satisfied: torchmetrics>0.7.0 in /tmp/venv/lib/python3.13/site-packages (from pytorch-lightning->geo_neural_network) (1.9.0)
Requirement already satisfied: lightning-utilities>=0.10.0 in /tmp/venv/lib/python3.13/site-packages (from pytorch-lightning->geo_neural_network) (0.15.3)
Requirement already satisfied: aiohttp!=4.0.0a0,!=4.0.0a1 in /tmp/venv/lib/python3.13/site-packages (from fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (3.14.3)
Requirement already satisfied: aiohappyeyeballs>=2.5.0 in /tmp/venv/lib/python3.13/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (2.7.1)
Requirement already satisfied: aiosignal>=1.4.0 in /tmp/venv/lib/python3.13/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (1.4.0)
Requirement already satisfied: attrs>=17.3.0 in /tmp/venv/lib/python3.13/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (26.1.0)
Requirement already satisfied: frozenlist>=1.1.1 in /tmp/venv/lib/python3.13/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (1.8.0)
Requirement already satisfied: multidict<7.0,>=4.5 in /tmp/venv/lib/python3.13/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (6.7.1)
Requirement already satisfied: propcache>=0.2.0 in /tmp/venv/lib/python3.13/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (0.5.2)
Requirement already satisfied: yarl<2.0,>=1.17.0 in /tmp/venv/lib/python3.13/site-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (1.24.5)
Requirement already satisfied: idna>=2.0 in /tmp/venv/lib/python3.13/site-packages (from yarl<2.0,>=1.17.0->aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning->geo_neural_network) (3.18)
Requirement already satisfied: filelock in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (3.32.0)
Requirement already satisfied: setuptools>=77.0.3 in /usr/lib/python3/dist-packages (from torch->geo_neural_network) (78.1.1)
Requirement already satisfied: sympy>=1.13.3 in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (1.14.0)
Requirement already satisfied: networkx>=2.5.1 in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (3.6.1)
Requirement already satisfied: jinja2 in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (3.1.6)
Requirement already satisfied: cuda-toolkit==13.0.3 in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (13.0.3.0)
Requirement already satisfied: cuda-bindings<14,>=13.0.3 in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (13.3.1)
Requirement already satisfied: nvidia-cudnn-cu13==9.20.0.48 in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (9.20.0.48)
Requirement already satisfied: nvidia-cusparselt-cu13==0.8.1 in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (0.8.1)
Requirement already satisfied: nvidia-nccl-cu13==2.29.7 in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (2.29.7)
Requirement already satisfied: nvidia-nvshmem-cu13==3.4.5 in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (3.4.5)
Requirement already satisfied: triton==3.7.1 in /tmp/venv/lib/python3.13/site-packages (from torch->geo_neural_network) (3.7.1)
Requirement already satisfied: nvidia-cublas==13.1.1.3.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (13.1.1.3)
Requirement already satisfied: nvidia-cuda-nvrtc==13.0.88.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (13.0.88)
Requirement already satisfied: nvidia-cuda-runtime==13.0.96.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (13.0.96)
Requirement already satisfied: nvidia-cufft==12.0.0.61.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (12.0.0.61)
Requirement already satisfied: nvidia-nvjitlink<14,>=13.0.88 in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (13.3.33)
Requirement already satisfied: nvidia-cufile==1.15.1.6.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (1.15.1.6)
Requirement already satisfied: nvidia-cuda-cupti==13.0.85.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (13.0.85)
Requirement already satisfied: nvidia-curand==10.4.0.35.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (10.4.0.35)
Requirement already satisfied: nvidia-cusolver==12.0.4.66.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (12.0.4.66)
Requirement already satisfied: nvidia-cusparse==12.6.3.3.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (12.6.3.3)
Requirement already satisfied: nvidia-nvtx==13.0.85.* in /tmp/venv/lib/python3.13/site-packages (from cuda-toolkit[cublas,cudart,cufft,cufile,cupti,curand,cusolver,cusparse,nvjitlink,nvrtc,nvtx]==13.0.3; platform_system == "Linux"->torch->geo_neural_network) (13.0.85)
Requirement already satisfied: cuda-pathfinder>=1.4.2 in /tmp/venv/lib/python3.13/site-packages (from cuda-bindings<14,>=13.0.3->torch->geo_neural_network) (1.6.0)
Requirement already satisfied: mpmath<1.4,>=1.1.0 in /tmp/venv/lib/python3.13/site-packages (from sympy>=1.13.3->torch->geo_neural_network) (1.3.0)
Requirement already satisfied: MarkupSafe>=2.0 in /tmp/venv/lib/python3.13/site-packages (from jinja2->torch->geo_neural_network) (3.0.3)
Requirement already satisfied: huggingface-hub>=0.24 in /tmp/venv/lib/python3.13/site-packages (from segmentation_models.pytorch->geo_neural_network) (1.25.1)
Requirement already satisfied: safetensors>=0.3.1 in /tmp/venv/lib/python3.13/site-packages (from segmentation_models.pytorch->geo_neural_network) (0.8.0)
Requirement already satisfied: timm>=0.9 in /tmp/venv/lib/python3.13/site-packages (from segmentation_models.pytorch->geo_neural_network) (1.0.28)
Requirement already satisfied: torchvision>=0.9 in /tmp/venv/lib/python3.13/site-packages (from segmentation_models.pytorch->geo_neural_network) (0.28.0)
Requirement already satisfied: click<9.0.0,>=8.4.2 in /tmp/venv/lib/python3.13/site-packages (from huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (8.4.2)
Requirement already satisfied: hf-xet<2.0.0,>=1.5.1 in /tmp/venv/lib/python3.13/site-packages (from huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (1.5.2)
Requirement already satisfied: httpx<1,>=0.23.0 in /tmp/venv/lib/python3.13/site-packages (from huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (0.28.1)
Requirement already satisfied: anyio in /tmp/venv/lib/python3.13/site-packages (from httpx<1,>=0.23.0->huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (4.14.2)
Requirement already satisfied: certifi in /tmp/venv/lib/python3.13/site-packages (from httpx<1,>=0.23.0->huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (2026.7.22)
Requirement already satisfied: httpcore==1.* in /tmp/venv/lib/python3.13/site-packages (from httpx<1,>=0.23.0->huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (1.0.9)
Requirement already satisfied: h11>=0.16 in /tmp/venv/lib/python3.13/site-packages (from httpcore==1.*->httpx<1,>=0.23.0->huggingface-hub>=0.24->segmentation_models.pytorch->geo_neural_network) (0.16.0)
/usr/bin/install -c m.neural_network.train.py /tmp/build/m.neural_network/scripts/m.neural_network.train
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.train" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.train --html-description < /dev/null | grep -v '</body>\|</html>\|</div> <!-- end container -->' > m.neural_network.train.tmp.html ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkhtml.py m.neural_network.train > /tmp/build/m.neural_network/docs/html/m.neural_network.train.html
VERSION_NUMBER=8.5.1dev /usr/local/grass85/utils/g.html2man.py "/tmp/build/m.neural_network/docs/html/m.neural_network.train.html" "/tmp/build/m.neural_network/docs/man/man1/m.neural_network.train.1"
if [ "/tmp/build/m.neural_network/scripts/m.neural_network.train" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C /tmp/build/m.neural_network/scripts/m.neural_network.train --md-description < /dev/null > m.neural_network.train.tmp.md ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkmarkdown.py m.neural_network.train > /usr/local/grass85/docs/mkdocs/source/m.neural_network.train.md
GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C g.parser -t m.neural_network.train.py | sed s/\"/\\\\\"/g | sed 's/.*/_("&")/' > /usr/local/grass85/locale/scriptstrings/m.neural_network.train_to_translate.c
rm m.neural_network.train.tmp.md m.neural_network.train.tmp.html
make[1]: Leaving directory '/tmp/grass_addons/m.neural_network/m.neural_network.train'
make -C tests/ || echo /tmp/grass_addons/m.neural_network/tests/ >> /usr/local/grass85/error.log
make[1]: Entering directory '/tmp/grass_addons/m.neural_network/tests'
make[1]: *** No targets specified and no makefile found.  Stop.
make[1]: Leaving directory '/tmp/grass_addons/m.neural_network/tests'
if [ "" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C  --html-description < /dev/null | grep -v '</body>\|</html>\|</div> <!-- end container -->' > m.neural_network.tmp.html ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkhtml.py m.neural_network > /tmp/build/m.neural_network/docs/html/m.neural_network.html
VERSION_NUMBER=8.5.1dev /usr/local/grass85/utils/g.html2man.py "/tmp/build/m.neural_network/docs/html/m.neural_network.html" "/tmp/build/m.neural_network/docs/man/man1/m.neural_network.1"
if [ "" != "" ] ; then GISRC=/usr/local/grass85/demolocation/.grassrc85 GISBASE=/usr/local/grass85 PATH="/usr/local/grass85/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:$PATH" PYTHONPATH="/usr/local/grass85/etc/python:/usr/local/grass85/gui/wxpython:$PYTHONPATH" LD_LIBRARY_PATH="/tmp/build/m.neural_network/bin:/usr/local/grass85/bin:/usr/local/grass85/scripts:/usr/local/grass85/lib:/usr/local/grass85/lib:/usr/local/grass/lib:" LC_ALL=C LANG=C LANGUAGE=C  --md-description < /dev/null > m.neural_network.tmp.md ; fi
VERSION_NUMBER=8.5.1dev VERSION_DATE=2026 MODULE_TOPDIR=/usr/local/grass85 \
        python3 /usr/local/grass85/utils/mkmarkdown.py m.neural_network > /usr/local/grass85/docs/mkdocs/source/m.neural_network.md