gnu: Add python-pytorch-lightning.
* gnu/packages/machine-learning.scm (python-pytorch-lightning): New variable.master
Ricardo Wurmus
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@ -102,6 +102,7 @@
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#:use-module (gnu packages statistics)
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#:use-module (gnu packages sqlite)
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#:use-module (gnu packages swig)
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#:use-module (gnu packages time)
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#:use-module (gnu packages tls)
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#:use-module (gnu packages video)
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#:use-module (gnu packages web)
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@ -3518,6 +3519,128 @@ validating answers, managing hierarchical prompts and providing error
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feedback.")
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(license license:expat)))
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(define-public python-pytorch-lightning
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(package
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(name "python-pytorch-lightning")
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(version "2.0.2")
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(source (origin
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(method git-fetch)
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(uri (git-reference
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(url "https://github.com/Lightning-AI/lightning")
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(commit version)))
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(file-name (git-file-name name version))
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(sha256
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(base32
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"1w4lajiql4y5nnhqf6i5wii1mrwnhp5f4bzbwdzb5zz0d0lysb1i"))))
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(build-system pyproject-build-system)
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(arguments
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(list
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#:test-flags
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'(list "-m" "not cloud and not tpu" "tests/tests_pytorch"
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;; we don't have onnxruntime
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"--ignore=tests/tests_pytorch/models/test_onnx.py"
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;; We don't have tensorboard, so we skip all those tests that
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;; require it for logging.
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"--ignore=tests/tests_pytorch/checkpointing/test_model_checkpoint.py"
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"--ignore=tests/tests_pytorch/loggers/test_all.py"
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"--ignore=tests/tests_pytorch/loggers/test_logger.py"
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"--ignore=tests/tests_pytorch/loggers/test_tensorboard.py"
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"--ignore=tests/tests_pytorch/models/test_cpu.py"
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"--ignore=tests/tests_pytorch/models/test_hparams.py"
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"--ignore=tests/tests_pytorch/models/test_restore.py"
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"--ignore=tests/tests_pytorch/profilers/test_profiler.py"
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"--ignore=tests/tests_pytorch/trainer/flags/test_fast_dev_run.py"
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"--ignore=tests/tests_pytorch/trainer/logging_/test_eval_loop_logging.py"
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"--ignore=tests/tests_pytorch/trainer/logging_/test_train_loop_logging.py"
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"--ignore=tests/tests_pytorch/trainer/properties/test_loggers.py"
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"--ignore=tests/tests_pytorch/trainer/properties/test_log_dir.py"
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"--ignore=tests/tests_pytorch/trainer/test_trainer.py"
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;; This needs internet access
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"--ignore=tests/tests_pytorch/helpers/test_models.py"
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"--ignore=tests/tests_pytorch/helpers/test_datasets.py"
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"--ignore=tests/tests_pytorch/helpers/datasets.py"
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;; We have no legacy checkpoints
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"--ignore=tests/tests_pytorch/checkpointing/test_legacy_checkpoints.py"
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;; TypeError: _FlakyPlugin._make_test_flaky() got an unexpected keyword argument 'reruns'
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"--ignore=tests/tests_pytorch/models/test_amp.py"
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"--ignore=tests/tests_pytorch/profilers/test_profiler.py"
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"--ignore=tests/tests_pytorch/graveyard/test_legacy_import_unpickler.py"
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"-k"
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(string-append
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;; We don't have tensorboard
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"not test_property_logger"
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" and not test_cli_logger_shorthand"
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;; Something wrong with Flaky
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" and not test_servable_module_validator_with_trainer"))
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#:phases
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'(modify-phases %standard-phases
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(add-after 'unpack 'patch-version-detection
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(lambda _
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;; We do have pytorch 1.13.1, but the version comparison fails.
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(substitute* "src/lightning/fabric/utilities/imports.py"
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(("_TORCH_GREATER_EQUAL_1_13 =.*")
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"_TORCH_GREATER_EQUAL_1_13 = True\n"))))
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(add-before 'build 'pre-build
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(lambda _ (setenv "PACKAGE_NAME" "lightning")))
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(add-after 'install 'pre-build-pytorch
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(lambda _
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;; pyproject-build-system only tolerates unicycles.
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(for-each delete-file (find-files "dist" "\\.whl"))
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(setenv "PACKAGE_NAME" "pytorch")))
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(add-after 'pre-build-pytorch 'build-pytorch
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(assoc-ref %standard-phases 'build))
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(add-after 'build-pytorch 'install-pytorch
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(assoc-ref %standard-phases 'install))
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(add-before 'check 'pre-check
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(lambda _
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;; We don't have Tensorboard
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(substitute* "tests/tests_pytorch/test_cli.py"
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((" TensorBoardLogger\\(\".\"\\)") "")))))))
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(propagated-inputs
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(list python-arrow
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python-beautifulsoup4
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python-croniter
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python-dateutils
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python-deepdiff
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python-fastapi-for-pytorch-lightning
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python-fsspec
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python-inquirer
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python-jsonargparse
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python-lightning-cloud
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python-lightning-utilities
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python-numpy
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python-packaging
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python-pytorch
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python-pyyaml
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python-starsessions-for-pytorch-lightning
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python-torchmetrics
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python-torchvision
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python-tqdm
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python-traitlets
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python-typing-extensions))
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(native-inputs
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(list python-aiohttp
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python-cloudpickle
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python-coverage
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python-flaky
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python-pympler
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python-pytest
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python-psutil
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python-requests-mock
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python-scikit-learn))
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(home-page "https://lightning.ai/")
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(synopsis "Deep learning framework to train, deploy, and ship AI products")
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(description
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"PyTorch Lightning is just organized PyTorch; Lightning disentangles
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PyTorch code to decouple the science from the engineering.")
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(license license:asl2.0)))
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(define-public python-torchmetrics
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(package
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(name "python-torchmetrics")
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