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Fix LightningCLI not using ckpt_path hyperparameters to instantiate classes #21116

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Lit OSS [bot] / fabric.yml / Lit Job (pytorchlightning/pytorch_lightning:base-cuda12.6.3-py3.12-torch2.8, lightning, L4_X_2) succeeded Sep 2, 2025 in 19m 16s

Job finished

Job ci-run_Lightning-AI-pytorch-lightning-cd95d50-event-22f1fe60-fabric.yml_/Lit_Job(pytorchlightning/pytorch_lightning:base-cuda12.6.3-py3.12-torch2.8,_lightning,_L4_X_2) finished as Completed with exit code 0.

Details

nvidia:
Tue Sep  2 12:12:10 2025
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 550.163.01             Driver Version: 550.163.01     CUDA Version: 12.6     |
|-----------------------------------------+------------------------+----------------------+
| GPU  Name                 Persistence-M | Bus-Id          Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |
|                                         |                        |               MIG M. |
|=========================================+========================+======================|
|   0  NVIDIA L4                      Off |   00000000:00:04.0 Off |                    0 |
| N/A   44C    P8             12W /   72W |       1MiB /  23034MiB |      0%      Default |
|                                         |                        |                  N/A |
+-----------------------------------------+------------------------+----------------------+
|   1  NVIDIA L4                      Off |   00000000:00:05.0 Off |                    0 |
| N/A   43C    P8             12W /   72W |       1MiB /  23034MiB |      0%      Default |
|                                         |                        |                  N/A |
+-----------------------------------------+------------------------+----------------------+

+-----------------------------------------------------------------------------------------+
| Processes:                                                                              |
|  GPU   GI   CI        PID   Type   Process name                              GPU Memory |
|        ID   ID                                                               Usage      |
|=========================================================================================|
|  No running processes found                                                             |
+-----------------------------------------------------------------------------------------+
Python 3.12.11
pip 25.2 from /usr/local/lib/python3.12/dist-packages/pip (python 3.12)
WARNING: The directory '/workspace/false' 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.
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager, possibly rendering your system unusable. It is recommended to use a
↪ virtual environment instead: https://pip.pypa.io/warnings/venv. Use the --root-user-action option if you know what you are doing and want to suppress this warning.
WARNING: The directory '/workspace/false' 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.
Package                  Version
------------------------ -------------
absl-py                  2.3.1
aiohappyeyeballs         2.6.1
aiohttp                  3.12.15
aiosignal                1.4.0
annotated-types          0.7.0
antlr4-python3-runtime   4.9.3
anyio                    4.10.0
attrs                    25.3.0
bitsandbytes             0.46.1
blinker                  1.4
click                    8.2.1
cloudpickle              3.1.1
coloredlogs              15.0.1
contourpy                1.3.3
coverage                 7.10.6
cryptography             3.4.8
cycler                   0.12.1
dbus-python              1.2.18
deepspeed                0.15.0
distro                   1.7.0
dllist                   2.0.0
docstring_parser         0.17.0
fastapi                  0.116.1
filelock                 3.19.1
fire                     0.7.1
flatbuffers              25.2.10
fonttools                4.59.2
frozenlist               1.7.0
fsspec                   2025.7.0
grpcio                   1.74.0
h11                      0.16.0
hjson                    3.1.0
httplib2                 0.20.2
humanfriendly            10.0
hydra-core               1.3.2
idna                     3.10
importlib-metadata       4.6.4
importlib_resources      6.5.2
iniconfig                2.1.0
jeepney                  0.7.1
Jinja2                   3.1.6
joblib                   1.5.2
jsonargparse             4.40.2
jsonnet                  0.21.0
keyring                  23.5.0
kiwisolver               1.4.9
launchpadlib             1.10.16
lazr.restfulclient       0.14.4
lazr.uri                 1.0.6
lightning-utilities      0.15.2
Markdown                 3.8.2
markdown-it-py           4.0.0
MarkupSafe               3.0.2
matplotlib               3.10.6
mdurl                    0.1.2
ml_dtypes                0.5.3
more-itertools           8.10.0
mpmath                   1.3.0
multidict                6.6.4
networkx                 3.5
ninja                    1.13.0
numpy                    1.26.4
nvidia-cublas-cu12       12.6.4.1
nvidia-cuda-cupti-cu12   12.6.80
nvidia-cuda-nvrtc-cu12   12.6.77
nvidia-cuda-runtime-cu12 12.6.77
nvidia-cudnn-cu12        9.10.2.21
nvidia-cufft-cu12        11.3.0.4
nvidia-cufile-cu12       1.11.1.6
nvidia-curand-cu12       10.3.7.77
nvidia-cusolver-cu12     11.7.1.2
nvidia-cusparse-cu12     12.5.4.2
nvidia-cusparselt-cu12   0.7.1
nvidia-nccl-cu12         2.27.3
nvidia-nvjitlink-cu12    12.6.85
nvidia-nvtx-cu12         12.6.77
oauthlib                 3.2.0
omegaconf                2.3.0
onnx                     1.19.0
onnx-ir                  0.1.7
onnxruntime              1.22.1
onnxscript               0.4.0
packaging                25.0
pandas                   2.3.2
pillow                   11.3.0
pip                      25.2
pluggy                   1.6.0
propcache                0.3.2
protobuf                 6.32.0
psutil                   7.0.0
py-cpuinfo               9.0.0
pydantic                 2.11.7
pydantic_core            2.33.2
Pygments                 2.19.2
PyGObject                3.42.1
PyJWT                    2.3.0
pyparsing                2.4.7
pytest                   8.4.1
pytest-cov               6.2.1
pytest-random-order      1.2.0
pytest-rerunfailures     16.0
pytest-timeout           2.4.0
python-apt               2.4.0+ubuntu4
python-dateutil          2.9.0.post0
pytz                     2025.2
PyYAML                   6.0.2
rich                     14.1.0
scikit-learn             1.7.1
scipy                    1.16.1
SecretStorage            3.3.1
setuptools               75.6.0
six                      1.16.0
sniffio                  1.3.1
starlette                0.47.3
sympy                    1.14.0
tensorboard              2.20.0
tensorboard-data-server  0.7.2
tensorboardX             2.6.4
tensorrt                 10.12.0.36
tensorrt_cu12            10.12.0.36
tensorrt_cu12_bindings   10.12.0.36
tensorrt_cu12_libs       10.12.0.36
termcolor                3.1.0
threadpoolctl            3.6.0
torch                    2.8.0+cu126
torch_tensorrt           2.8.0+cu126
torchmetrics             1.8.1
tqdm                     4.67.1
triton                   3.4.0
typeshed_client          2.8.2
typing_extensions        4.15.0
typing-inspection        0.4.1
tzdata                   2025.2
uvicorn                  0.35.0
wadllib                  1.3.6
Werkzeug                 3.1.3
wget                     3.2
yarl                     1.20.1
zipp                     1.0.0
Using CUDA version: 12.6.3-py3.12-torch2.8
+ CUDA_VERSION=12.6.3-py3.12-torch2.8
+ echo 'Using CUDA version: 12.6.3-py3.12-torch2.8'
+ CUDA_VERSION_M_M=
+ CUDA_VERSION_MM=
+ TORCH_URL=https://download.pytorch.org/whl/cu/torch_stable.html
+ echo 'Torch URL: https://download.pytorch.org/whl/cu/torch_stable.html'
Torch URL: https://download.pytorch.org/whl/cu/torch_stable.html
++ python -c 'n = "$(PACKAGE_NAME)" ; print(dict(fabric="lightning_fabric").get(n, n))'
collecting coverage for: $(PACKAGE_NAME)
+ COVERAGE_SOURCE='$(PACKAGE_NAME)'
+ echo 'collecting coverage for: $(PACKAGE_NAME)'
++ python -c 'import torch; print(torch.__version__.rsplit('\''.'\'', 1)[0])'
Adjust torch versions in requirements files
+ TORCH_VER=2.8
+ '[' 2.8 == 2.1 ']'
+ echo 'Adjust torch versions in requirements files'
++ python -c 'import torch; print(torch.__version__.split('\''+'\'')[0])'
+ PYTORCH_VERSION=2.8.0
+ pip install -q wget packaging
WARNING: The directory '/workspace/false' 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.
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager, possibly rendering your system unusable. It is recommended to use a
↪ virtual environment instead: https://pip.pypa.io/warnings/venv. Use the --root-user-action option if you know what you are doing and want to suppress this warning.
+ python -m wget https://raw.githubusercontent.com/Lightning-AI/utilities/main/scripts/adjust-torch-versions.py

Saved under adjust-torch-versions.py
++ ls requirements/_integrations/accelerators.txt requirements/data/data.txt requirements/fabric/base.txt requirements/fabric/docs.txt requirements/fabric/examples.txt
↪ requirements/fabric/strategies.txt requirements/fabric/test.txt requirements/pytorch/base.txt requirements/pytorch/docs.txt requirements/pytorch/examples.txt requirements/pytorch/extra.txt
↪ requirements/pytorch/strategies.txt requirements/pytorch/test.txt
+ for fpath in `ls requirements/**/*.txt`
+ python ./adjust-torch-versions.py requirements/_integrations/accelerators.txt 2.8.0
INFO:root:requirements_path='requirements/_integrations/accelerators.txt' with arg torch_version='2.8.0' >>
        |       # validation accelerator connectors
        |       lightning-habana >=1.2.0, <1.7.0
+ for fpath in `ls requirements/**/*.txt`
+ python ./adjust-torch-versions.py requirements/data/data.txt 2.8.0
INFO:root:requirements_path='requirements/data/data.txt' with arg torch_version='2.8.0' >>
        |       # NOTE: this is here only to expose `pip install lightning[data]`. we don't install or test it in this project's CI
        |
        |       litdata >= 0.2.0rc, <0.3.0
+ for fpath in `ls requirements/**/*.txt`
+ python ./adjust-torch-versions.py requirements/fabric/base.txt 2.8.0
INFO:root:requirements_path='requirements/fabric/base.txt' with arg torch_version='2.8.0' >>
        |       # NOTE: the upper bound for the package version is only set for CI stability, and it is dropped while installing this package
        |       #  in case you want to preserve/enforce restrictions on the latest compatible version, add "strict" as an in-line comment
        |
        |       torch==2.8.0
        |       fsspec[http] >=2022.5.0, <2025.8.0
        |       packaging >=20.0, <=25.0
        |       typing-extensions >4.5.0, <4.16.0
        |       lightning-utilities >=0.10.0, <0.16.0
+ for fpath in `ls requirements/**/*.txt`
+ python ./adjust-torch-versions.py requirements/fabric/docs.txt 2.8.0
INFO:root:requirements_path='requirements/fabric/docs.txt' with arg torch_version='2.8.0' >>
        |       -r ../docs.txt
        |
        |       tensorboard
+ for fpath in `ls requirements/**/*.txt`
+ python ./adjust-torch-versions.py requirements/fabric/examples.txt 2.8.0
INFO:root:requirements_path='requirements/fabric/examples.txt' with arg torch_version='2.8.0' >>
        |       # NOTE: the upper bound for the package version is only set for CI stability, and it is dropped while installing this package
        |       #  in case you want to preserve/enforce restrictions on the latest compatible version, add "strict" as an in-line comment
        |
        |       torchvision==0.23.0
        |       torchmetrics >=0.10.0, <1.9.0
+ for fpath in `ls requirements/**/*.txt`
+ python ./adjust-torch-versions.py requirements/fabric/strategies.txt 2.8.0
INFO:root:requirements_path='requirements/fabric/strategies.txt' with arg torch_version='2.8.0' >>
        |       # Despite its misleading name, this file contains dependencies for testing that only get installed in the GPU CI
        |
        |       # NOTE: the upper bound for the package version is only set for CI stability, and it is dropped while installing this package
        |       #  in case you want to preserve/enforce restrictions on the latest compatible version, add "strict" as an in-line comment
        |
        |       # note: is a bug around 0.10 with `MPS_Accelerator must implement all abstract methods`
        |       #  shall be resolved by https://github.com/microsoft/DeepSpeed/issues/4372
        |       deepspeed >=0.14.1,<=0.15.0; platform_system != "Windows" and platform_system != "Darwin"  # strict
        |       bitsandbytes >=0.45.2,<0.47.0; platform_system != "Darwin"
+ for fpath in `ls requirements/**/*.txt`
+ python ./adjust-torch-versions.py requirements/fabric/test.txt 2.8.0
INFO:root:requirements_path='requirements/fabric/test.txt' with arg torch_version='2.8.0' >>
        |       coverage ==7.10.6
        |       numpy >=1.21.0, <1.27.0
        |       pytest ==8.4.1
        |       pytest-cov ==6.2.1
        |       pytest-timeout ==2.4.0
        |       pytest-rerunfailures ==16.0
        |       pytest-random-order ==1.2.0
        |       click ==8.1.8; python_version < "3.11"
        |       click ==8.2.1; python_version > "3.10"
        |       tensorboardX >=2.6, <2.7.0  # todo: relax it back to `>=2.2` after fixing tests
+ for fpath in `ls requirements/**/*.txt`
+ python ./adjust-torch-versions.py requirements/pytorch/base.txt 2.8.0
INFO:root:requirements_path='requirements/pytorch/base.txt' with arg torch_version='2.8.0' >>
        |       # NOTE: the upper bound for the package version is only set for CI stability, and it is dropped while installing this package
        |       #  in case you want to preserve/enforce restrictions on the latest compatible version, add "strict" as an in-line comment
        |
        |       torch==2.8.0
        |       tqdm >=4.57.0, <4.68.0
        |       PyYAML >5.4, <6.1.0
        |       fsspec[http] >=2022.5.0, <2025.8.0
        |       torchmetrics >0.7.0, <1.9.0
        |       packaging >=20.0, <=25.0
        |       typing-extensions >4.5.0, <4.16.0
        |       lightning-utilities >=0.10.0, <0.16.0
+ for fpath in `ls requirements/**/*.txt`
+ python ./adjust-torch-versions.py requirements/pytorch/docs.txt 2.8.0
INFO:root:requirements_path='requirements/pytorch/docs.txt' with arg torch_version='2.8.0' >>
        |       -r ../docs.txt
        |
        |       nbformat  # used for generate empty notebook
        |       ipython[notebook] <9.6.0
        |       setuptools<81.0  # workaround for `error in ipython setup command: use_2to3 is invalid.`
        |
        |       onnxscript >= 0.2.2, < 0.5.0
        |
        |       #-r ../../_notebooks/.actions/requires.txt
+ for fpath in `ls requirements/**/*.txt`
+ python ./adjust-torch-versions.py requirements/pytorch/examples.txt 2.8.0
INFO:root:requirements_path='requirements/pytorch/examples.txt' with arg torch_version='2.8.0' >>
        |       # NOTE: the upper bound for the package version is only set for CI stability, and it is dropped while installing this package
        |       #  in case you want to preserve/enforce restrictions on the latest compatible version, add "strict" as an in-line comment
        |
        |       requests <2.33.0
        |       torchvision==0.23.0
        |       ipython[all] >=8.0.0, <9.0.0
        |       torchmetrics >=0.10.0, <1.9.0
+ for fpath in `ls requirements/**/*.txt`
+ python ./adjust-torch-versions.py requirements/pytorch/extra.txt 2.8.0
INFO:root:requirements_path='requirements/pytorch/extra.txt' with arg torch_version='2.8.0' >>
        |       # NOTE: the upper bound for the package version is only set for CI stability, and it is dropped while installing this package
        |       #  in case you want to preserve/enforce restrictions on the latest compatible version, add "strict" as an in-line comment
        |
        |       # extended list of package dependencies to reach full functionality
        |       matplotlib>3.1, <3.11.0
        |       omegaconf >=2.2.3, <2.4.0
        |       hydra-core >=1.2.0, <1.4.0
        |       jsonargparse[signatures,jsonnet] >=4.39.0, <4.41.0
        |       rich >=12.3.0, <14.2.0
        |       tensorboardX >=2.2, <2.7.0  # min version is set by torch.onnx missing attribute
        |       bitsandbytes >=0.45.2,<0.47.0; platform_system != "Darwin"
+ for fpath in `ls requirements/**/*.txt`
+ python ./adjust-torch-versions.py requirements/pytorch/strategies.txt 2.8.0
INFO:root:requirements_path='requirements/pytorch/strategies.txt' with arg torch_version='2.8.0' >>
        |       # NOTE: the upper bound for the package version is only set for CI stability, and it is dropped while installing this package
        |       #  in case you want to preserve/enforce restrictions on the latest compatible version, add "strict" as an in-line comment
        |
        |       # note: is a bug around 0.10 with `MPS_Accelerator must implement all abstract methods`
        |       #  shall be resolved by https://github.com/microsoft/DeepSpeed/issues/4372
        |       deepspeed >=0.14.1,<=0.15.0; platform_system != "Windows" and platform_system != "Darwin"  # strict
+ for fpath in `ls requirements/**/*.txt`
+ python ./adjust-torch-versions.py requirements/pytorch/test.txt 2.8.0
INFO:root:requirements_path='requirements/pytorch/test.txt' with arg torch_version='2.8.0' >>
        |       coverage ==7.10.6
        |       pytest ==8.4.1
        |       pytest-cov ==6.2.1
        |       pytest-timeout ==2.4.0
        |       pytest-rerunfailures ==16.0
        |       pytest-random-order ==1.2.0
        |
        |       # needed in tests
        |       cloudpickle >=1.3, <3.2.0
        |       scikit-learn >0.22.1, <1.8.0
        |       numpy >1.20.0, <1.27.0
        |       onnx >1.12.0, <1.20.0
        |       onnxruntime >=1.12.0, <1.23.0
        |       onnxscript >= 0.1.0, < 0.5.0
        |       psutil <7.0.1  # for `DeviceStatsMonitor`
        |       pandas >2.0, <2.4.0  # needed in benchmarks
        |       fastapi  # for `ServableModuleValidator`  # not setting version as re-defined in App
        |       uvicorn  # for `ServableModuleValidator`  # not setting version as re-defined in App
        |
        |       tensorboard >=2.11, <2.21.0  # for `TensorBoardLogger`
        |
        |       torch-tensorrt; platform_system == "Linux" and python_version >= "3.12"
+ '[' lightning == fabric ']'
+++ PACKAGE_NAME
fabric_yml_82a4f03ab9716b00.sh: line 58: PACKAGE_NAME: command not found
++ python -c 'print({'\''lightning'\'': '\''fabric-'\''}.get('\'''\'', '\'''\''))'
+ extra=
+ pip install -e '.[dev]' -U --upgrade-strategy=eager --extra-index-url=https://download.pytorch.org/whl/cu/torch_stable.html
WARNING: The directory '/workspace/false' 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.
Looking in indexes: https://pypi.org/simple, https://download.pytorch.org/whl/cu/torch_stable.html
Obtaining file:///workspace
  Installing build dependencies: started
  Installing build dependencies: finished with status 'done'
  Checking if build backend supports build_editable: started
  Checking if build backend supports build_editable: finished with status 'done'
  Getting requirements to build editable: started
  Getting requirements to build editable: finished with status 'done'
  Preparing editable metadata (pyproject.toml): started
  Preparing editable metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: PyYAML<6.1.0,>5.4 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (6.0.2)
Requirement already satisfied: fsspec<2025.8.0,>=2022.5.0 in /usr/local/lib/python3.12/dist-packages (from fsspec[http]<2025.8.0,>=2022.5.0->lightning==2.6.0.dev0) (2025.7.0)
Requirement already satisfied: lightning-utilities<0.16.0,>=0.10.0 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (0.15.2)
Requirement already satisfied: packaging<=25.0,>=20.0 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (25.0)
Requirement already satisfied: torch==2.8.0 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (2.8.0+cu126)
Requirement already satisfied: torchmetrics<1.9.0,>0.7.0 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (1.8.1)
Requirement already satisfied: tqdm<4.68.0,>=4.57.0 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (4.67.1)
Requirement already satisfied: typing-extensions<4.16.0,>4.5.0 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (4.15.0)
Collecting pytorch-lightning (from lightning==2.6.0.dev0)
  Downloading pytorch_lightning-2.5.4-py3-none-any.whl.metadata (20 kB)
Requirement already satisfied: bitsandbytes<0.47.0,>=0.45.2 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (0.46.1)
Requirement already satisfied: click==8.2.1 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (8.2.1)
Requirement already satisfied: cloudpickle<3.2.0,>=1.3 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (3.1.1)
Requirement already satisfied: coverage==7.10.6 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (7.10.6)
Requirement already satisfied: deepspeed<=0.15.0,>=0.14.1 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (0.15.0)
Requirement already satisfied: fastapi in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (0.116.1)
Requirement already satisfied: hydra-core<1.4.0,>=1.2.0 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (1.3.2)
Collecting ipython<9.0.0,>=8.0.0 (from ipython[all]<9.0.0,>=8.0.0; extra == "dev"->lightning==2.6.0.dev0)
  Downloading ipython-8.37.0-py3-none-any.whl.metadata (5.1 kB)
Requirement already satisfied: jsonargparse<4.41.0,>=4.39.0 in /usr/local/lib/python3.12/dist-packages (from jsonargparse[jsonnet,signatures]<4.41.0,>=4.39.0; extra == "dev"->lightning==2.6.0.dev0)
↪ (4.40.2)
Requirement already satisfied: matplotlib<3.11.0,>3.1 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (3.10.6)
Requirement already satisfied: numpy<1.27.0,>1.20.0 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (1.26.4)
Requirement already satisfied: omegaconf<2.4.0,>=2.2.3 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (2.3.0)
Requirement already satisfied: onnx<1.20.0,>1.12.0 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (1.19.0)
Requirement already satisfied: onnxruntime<1.23.0,>=1.12.0 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (1.22.1)
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Requirement already satisfied: pandas<2.4.0,>2.0 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (2.3.2)
Requirement already satisfied: psutil<7.0.1 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (7.0.0)
Requirement already satisfied: pytest-cov==6.2.1 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (6.2.1)
Requirement already satisfied: pytest-random-order==1.2.0 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (1.2.0)
Requirement already satisfied: pytest-rerunfailures==16.0 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (16.0)
Requirement already satisfied: pytest-timeout==2.4.0 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (2.4.0)
Requirement already satisfied: pytest==8.4.1 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (8.4.1)
Collecting requests<2.33.0 (from lightning==2.6.0.dev0)
  Downloading requests-2.32.5-py3-none-any.whl.metadata (4.9 kB)
Requirement already satisfied: rich<14.2.0,>=12.3.0 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (14.1.0)
Requirement already satisfied: scikit-learn<1.8.0,>0.22.1 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (1.7.1)
Requirement already satisfied: tensorboard<2.21.0,>=2.11 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (2.20.0)
Requirement already satisfied: tensorboardX<2.7.0,>=2.2 in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (2.6.4)
Requirement already satisfied: torch-tensorrt in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (2.8.0+cu126)
Collecting torchvision==0.23.0 (from lightning==2.6.0.dev0)
  Downloading torchvision-0.23.0-cp312-cp312-manylinux_2_28_x86_64.whl.metadata (6.1 kB)
Requirement already satisfied: uvicorn in /usr/local/lib/python3.12/dist-packages (from lightning==2.6.0.dev0) (0.35.0)
Requirement already satisfied: iniconfig>=1 in /usr/local/lib/python3.12/dist-packages (from pytest==8.4.1->lightning==2.6.0.dev0) (2.1.0)
Requirement already satisfied: pluggy<2,>=1.5 in /usr/local/lib/python3.12/dist-packages (from pytest==8.4.1->lightning==2.6.0.dev0) (1.6.0)
Requirement already satisfied: pygments>=2.7.2 in /usr/local/lib/python3.12/dist-packages (from pytest==8.4.1->lightning==2.6.0.dev0) (2.19.2)
Requirement already satisfied: filelock in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (3.19.1)
Requirement already satisfied: setuptools in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (75.6.0)
Collecting setuptools (from torch==2.8.0->lightning==2.6.0.dev0)
  Downloading setuptools-80.9.0-py3-none-any.whl.metadata (6.6 kB)
Requirement already satisfied: sympy>=1.13.3 in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (1.14.0)
Requirement already satisfied: networkx in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (3.5)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (3.1.6)
Requirement already satisfied: nvidia-cuda-nvrtc-cu12==12.6.77 in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (12.6.77)
Requirement already satisfied: nvidia-cuda-runtime-cu12==12.6.77 in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (12.6.77)
Requirement already satisfied: nvidia-cuda-cupti-cu12==12.6.80 in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (12.6.80)
Requirement already satisfied: nvidia-cudnn-cu12==9.10.2.21 in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (9.10.2.21)
Requirement already satisfied: nvidia-cublas-cu12==12.6.4.1 in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (12.6.4.1)
Requirement already satisfied: nvidia-cufft-cu12==11.3.0.4 in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (11.3.0.4)
Requirement already satisfied: nvidia-curand-cu12==10.3.7.77 in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (10.3.7.77)
Requirement already satisfied: nvidia-cusolver-cu12==11.7.1.2 in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (11.7.1.2)
Requirement already satisfied: nvidia-cusparse-cu12==12.5.4.2 in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (12.5.4.2)
Requirement already satisfied: nvidia-cusparselt-cu12==0.7.1 in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (0.7.1)
Requirement already satisfied: nvidia-nccl-cu12==2.27.3 in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (2.27.3)
Requirement already satisfied: nvidia-nvtx-cu12==12.6.77 in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (12.6.77)
Requirement already satisfied: nvidia-nvjitlink-cu12==12.6.85 in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (12.6.85)
Requirement already satisfied: nvidia-cufile-cu12==1.11.1.6 in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (1.11.1.6)
Requirement already satisfied: triton==3.4.0 in /usr/local/lib/python3.12/dist-packages (from torch==2.8.0->lightning==2.6.0.dev0) (3.4.0)
Requirement already satisfied: pillow!=8.3.*,>=5.3.0 in /usr/local/lib/python3.12/dist-packages (from torchvision==0.23.0->lightning==2.6.0.dev0) (11.3.0)
Requirement already satisfied: hjson in /usr/local/lib/python3.12/dist-packages (from deepspeed<=0.15.0,>=0.14.1->lightning==2.6.0.dev0) (3.1.0)
Requirement already satisfied: ninja in /usr/local/lib/python3.12/dist-packages (from deepspeed<=0.15.0,>=0.14.1->lightning==2.6.0.dev0) (1.13.0)
Requirement already satisfied: py-cpuinfo in /usr/local/lib/python3.12/dist-packages (from deepspeed<=0.15.0,>=0.14.1->lightning==2.6.0.dev0) (9.0.0)
Requirement already satisfied: pydantic>=2.0.0 in /usr/local/lib/python3.12/dist-packages (from deepspeed<=0.15.0,>=0.14.1->lightning==2.6.0.dev0) (2.11.7)
Requirement already satisfied: aiohttp!=4.0.0a0,!=4.0.0a1 in /usr/local/lib/python3.12/dist-packages (from fsspec[http]<2025.8.0,>=2022.5.0->lightning==2.6.0.dev0) (3.12.15)
Requirement already satisfied: antlr4-python3-runtime==4.9.* in /usr/local/lib/python3.12/dist-packages (from hydra-core<1.4.0,>=1.2.0->lightning==2.6.0.dev0) (4.9.3)
Collecting decorator (from ipython<9.0.0,>=8.0.0->ipython[all]<9.0.0,>=8.0.0; extra == "dev"->lightning==2.6.0.dev0)
  Downloading decorator-5.2.1-py3-none-any.whl.metadata (3.9 kB)
Collecting jedi>=0.16 (from ipython<9.0.0,>=8.0.0->ipython[all]<9.0.0,>=8.0.0; extra == "dev"->lightning==2.6.0.dev0)
  Downloading jedi-0.19.2-py2.py3-none-any.whl.metadata (22 kB)
Collecting matplotlib-inline (from ipython<9.0.0,>=8.0.0->ipython[all]<9.0.0,>=8.0.0; extra == "dev"->lightning==2.6.0.dev0)
  Downloading matplotlib_inline-0.1.7-py3-none-any.whl.metadata (3.9 kB)
Collecting pexpect>4.3 (from ipython<9.0.0,>=8.0.0->ipython[all]<9.0.0,>=8.0.0; extra == "dev"->lightning==2.6.0.dev0)
  Downloading pexpect-4.9.0-py2.py3-none-any.whl.metadata (2.5 kB)
Collecting prompt_toolkit<3.1.0,>=3.0.41 (from ipython<9.0.0,>=8.0.0->ipython[all]<9.0.0,>=8.0.0; extra == "dev"->lightning==2.6.0.dev0)
  Downloading prompt_toolkit-3.0.52-py3-none-any.whl.metadata (6.4 kB)
Collecting stack_data (from ipython<9.0.0,>=8.0.0->ipython[all]<9.0.0,>=8.0.0; extra == "dev"->lightning==2.6.0.dev0)
  Downloading stack_data-0.6.3-py3-none-any.whl.metadata (18 kB)
Collecting traitlets>=5.13.0 (from ipython<9.0.0,>=8.0.0->ipython[all]<9.0.0,>=8.0.0; extra == "dev"->lightning==2.6.0.dev0)
  Downloading traitlets-5.14.3-py3-none-any.whl.metadata (10 kB)
Requirement already satisfied: docstring-parser>=0.17 in /usr/local/lib/python3.12/dist-packages (from jsonargparse[jsonnet,signatures]<4.41.0,>=4.39.0; extra == "dev"->lightning==2.6.0.dev0) (0.17.0)
Requirement already satisfied: typeshed-client>=2.8.2 in /usr/local/lib/python3.12/dist-packages (from jsonargparse[jsonnet,signatures]<4.41.0,>=4.39.0; extra == "dev"->lightning==2.6.0.dev0) (2.8.2)
Requirement already satisfied: jsonnet>=0.21.0 in /usr/local/lib/python3.12/dist-packages (from jsonargparse[jsonnet,signatures]<4.41.0,>=4.39.0; extra == "dev"->lightning==2.6.0.dev0) (0.21.0)
Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.12/dist-packages (from matplotlib<3.11.0,>3.1->lightning==2.6.0.dev0) (1.3.3)
Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.12/dist-packages (from matplotlib<3.11.0,>3.1->lightning==2.6.0.dev0) (0.12.1)
Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.12/dist-packages (from matplotlib<3.11.0,>3.1->lightning==2.6.0.dev0) (4.59.2)
Requirement already satisfied: kiwisolver>=1.3.1 in /usr/local/lib/python3.12/dist-packages (from matplotlib<3.11.0,>3.1->lightning==2.6.0.dev0) (1.4.9)
Requirement already satisfied: pyparsing>=2.3.1 in /usr/lib/python3/dist-packages (from matplotlib<3.11.0,>3.1->lightning==2.6.0.dev0) (2.4.7)
Collecting pyparsing>=2.3.1 (from matplotlib<3.11.0,>3.1->lightning==2.6.0.dev0)
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Requirement already satisfied: protobuf>=4.25.1 in /usr/local/lib/python3.12/dist-packages (from onnx<1.20.0,>1.12.0->lightning==2.6.0.dev0) (6.32.0)
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Requirement already satisfied: flatbuffers in /usr/local/lib/python3.12/dist-packages (from onnxruntime<1.23.0,>=1.12.0->lightning==2.6.0.dev0) (25.2.10)
Requirement already satisfied: onnx_ir<2,>=0.1.7 in /usr/local/lib/python3.12/dist-packages (from onnxscript<0.5.0,>=0.1.0->lightning==2.6.0.dev0) (0.1.7)
Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.12/dist-packages (from pandas<2.4.0,>2.0->lightning==2.6.0.dev0) (2025.2)
Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.12/dist-packages (from pandas<2.4.0,>2.0->lightning==2.6.0.dev0) (2025.2)
Collecting wcwidth (from prompt_toolkit<3.1.0,>=3.0.41->ipython<9.0.0,>=8.0.0->ipython[all]<9.0.0,>=8.0.0; extra == "dev"->lightning==2.6.0.dev0)
  Downloading wcwidth-0.2.13-py2.py3-none-any.whl.metadata (14 kB)
Collecting charset_normalizer<4,>=2 (from requests<2.33.0->lightning==2.6.0.dev0)
  Downloading charset_normalizer-3.4.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (36 kB)
Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.12/dist-packages (from requests<2.33.0->lightning==2.6.0.dev0) (3.10)
Collecting urllib3<3,>=1.21.1 (from requests<2.33.0->lightning==2.6.0.dev0)
  Downloading urllib3-2.5.0-py3-none-any.whl.metadata (6.5 kB)
Collecting certifi>=2017.4.17 (from requests<2.33.0->lightning==2.6.0.dev0)
  Downloading certifi-2025.8.3-py3-none-any.whl.metadata (2.4 kB)
Requirement already satisfied: markdown-it-py>=2.2.0 in /usr/local/lib/python3.12/dist-packages (from rich<14.2.0,>=12.3.0->lightning==2.6.0.dev0) (4.0.0)
Requirement already satisfied: scipy>=1.8.0 in /usr/local/lib/python3.12/dist-packages (from scikit-learn<1.8.0,>0.22.1->lightning==2.6.0.dev0) (1.16.1)
Requirement already satisfied: joblib>=1.2.0 in /usr/local/lib/python3.12/dist-packages (from scikit-learn<1.8.0,>0.22.1->lightning==2.6.0.dev0) (1.5.2)
Requirement already satisfied: threadpoolctl>=3.1.0 in /usr/local/lib/python3.12/dist-packages (from scikit-learn<1.8.0,>0.22.1->lightning==2.6.0.dev0) (3.6.0)
Requirement already satisfied: absl-py>=0.4 in /usr/local/lib/python3.12/dist-packages (from tensorboard<2.21.0,>=2.11->lightning==2.6.0.dev0) (2.3.1)
Requirement already satisfied: grpcio>=1.48.2 in /usr/local/lib/python3.12/dist-packages (from tensorboard<2.21.0,>=2.11->lightning==2.6.0.dev0) (1.74.0)
Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.12/dist-packages (from tensorboard<2.21.0,>=2.11->lightning==2.6.0.dev0) (3.8.2)
Requirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in /usr/local/lib/python3.12/dist-packages (from tensorboard<2.21.0,>=2.11->lightning==2.6.0.dev0) (0.7.2)
Requirement already satisfied: werkzeug>=1.0.1 in /usr/local/lib/python3.12/dist-packages (from tensorboard<2.21.0,>=2.11->lightning==2.6.0.dev0) (3.1.3)
Requirement already satisfied: aiohappyeyeballs>=2.5.0 in /usr/local/lib/python3.12/dist-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<2025.8.0,>=2022.5.0->lightning==2.6.0.dev0) (2.6.1)
Requirement already satisfied: aiosignal>=1.4.0 in /usr/local/lib/python3.12/dist-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<2025.8.0,>=2022.5.0->lightning==2.6.0.dev0) (1.4.0)
Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.12/dist-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<2025.8.0,>=2022.5.0->lightning==2.6.0.dev0) (25.3.0)
Requirement already satisfied: frozenlist>=1.1.1 in /usr/local/lib/python3.12/dist-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<2025.8.0,>=2022.5.0->lightning==2.6.0.dev0) (1.7.0)
Requirement already satisfied: multidict<7.0,>=4.5 in /usr/local/lib/python3.12/dist-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<2025.8.0,>=2022.5.0->lightning==2.6.0.dev0) (6.6.4)
Requirement already satisfied: propcache>=0.2.0 in /usr/local/lib/python3.12/dist-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<2025.8.0,>=2022.5.0->lightning==2.6.0.dev0) (0.3.2)
Requirement already satisfied: yarl<2.0,>=1.17.0 in /usr/local/lib/python3.12/dist-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]<2025.8.0,>=2022.5.0->lightning==2.6.0.dev0) (1.20.1)
Collecting parso<0.9.0,>=0.8.4 (from jedi>=0.16->ipython<9.0.0,>=8.0.0->ipython[all]<9.0.0,>=8.0.0; extra == "dev"->lightning==2.6.0.dev0)
  Downloading parso-0.8.5-py2.py3-none-any.whl.metadata (8.3 kB)
Requirement already satisfied: mdurl~=0.1 in /usr/local/lib/python3.12/dist-packages (from markdown-it-py>=2.2.0->rich<14.2.0,>=12.3.0->lightning==2.6.0.dev0) (0.1.2)
Collecting ptyprocess>=0.5 (from pexpect>4.3->ipython<9.0.0,>=8.0.0->ipython[all]<9.0.0,>=8.0.0; extra == "dev"->lightning==2.6.0.dev0)
  Downloading ptyprocess-0.7.0-py2.py3-none-any.whl.metadata (1.3 kB)
Requirement already satisfied: annotated-types>=0.6.0 in /usr/local/lib/python3.12/dist-packages (from pydantic>=2.0.0->deepspeed<=0.15.0,>=0.14.1->lightning==2.6.0.dev0) (0.7.0)
Requirement already satisfied: pydantic-core==2.33.2 in /usr/local/lib/python3.12/dist-packages (from pydantic>=2.0.0->deepspeed<=0.15.0,>=0.14.1->lightning==2.6.0.dev0) (2.33.2)
Requirement already satisfied: typing-inspection>=0.4.0 in /usr/local/lib/python3.12/dist-packages (from pydantic>=2.0.0->deepspeed<=0.15.0,>=0.14.1->lightning==2.6.0.dev0) (0.4.1)
Requirement already satisfied: six>=1.5 in /usr/lib/python3/dist-packages (from python-dateutil>=2.7->matplotlib<3.11.0,>3.1->lightning==2.6.0.dev0) (1.16.0)
Collecting six>=1.5 (from python-dateutil>=2.7->matplotlib<3.11.0,>3.1->lightning==2.6.0.dev0)
  Downloading six-1.17.0-py2.py3-none-any.whl.metadata (1.7 kB)
Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.12/dist-packages (from sympy>=1.13.3->torch==2.8.0->lightning==2.6.0.dev0) (1.3.0)
Requirement already satisfied: importlib_resources>=1.4.0 in /usr/local/lib/python3.12/dist-packages (from typeshed-client>=2.8.2->jsonargparse[jsonnet,signatures]<4.41.0,>=4.39.0; extra ==
↪ "dev"->lightning==2.6.0.dev0) (6.5.2)
Requirement already satisfied: MarkupSafe>=2.1.1 in /usr/local/lib/python3.12/dist-packages (from werkzeug>=1.0.1->tensorboard<2.21.0,>=2.11->lightning==2.6.0.dev0) (3.0.2)
Requirement already satisfied: humanfriendly>=9.1 in /usr/local/lib/python3.12/dist-packages (from coloredlogs->onnxruntime<1.23.0,>=1.12.0->lightning==2.6.0.dev0) (10.0)
Requirement already satisfied: starlette<0.48.0,>=0.40.0 in /usr/local/lib/python3.12/dist-packages (from fastapi->lightning==2.6.0.dev0) (0.47.3)
Requirement already satisfied: anyio<5,>=3.6.2 in /usr/local/lib/python3.12/dist-packages (from starlette<0.48.0,>=0.40.0->fastapi->lightning==2.6.0.dev0) (4.10.0)
Requirement already satisfied: sniffio>=1.1 in /usr/local/lib/python3.12/dist-packages (from anyio<5,>=3.6.2->starlette<0.48.0,>=0.40.0->fastapi->lightning==2.6.0.dev0) (1.3.1)
Collecting black (from ipython<9.0.0,>=8.0.0->ipython[all]<9.0.0,>=8.0.0; extra == "dev"->lightning==2.6.0.dev0)
  Downloading black-25.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl.metadata (81 kB)
Collecting docrepr (from ipython<9.0.0,>=8.0.0->ipython[all]<9.0.0,>=8.0.0; extra == "dev"->lightning==2.6.0.dev0)
  Downloading docrepr-0.2.0-py3-none-any.whl.metadata (4.0 kB)
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