search

Lightning-AI / pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
https://lightning.ai
Apache License 2.0
28.38k stars 3.38k forks source link

Loading saved config file fails because of InterpolationMode #19965

Closed iulialexandra closed 5 months ago

iulialexandra commented 5 months ago

Bug description

In the SaveConfigCallback, the config file that was used to run the current experiment is saved to config.yaml with this command: 

self.parser.save(
    self.config, config_path, skip_none=False, overwrite=self.overwrite, multifile=self.multifile
)

If I try to reproduce the experiment using the config file that pytorch lightning saved, the loading of the config file fails because interpolation, an argument to a few torchvision transforms, such as torchvision.transforms.Resize. is not correctly set.

What version are you seeing the problem on?

v2.2

How to reproduce the bug

Any config file that contains a transform such as 

- class_path: torchvision.transforms.Resize
     init_args:
         size: [768, 1024]

gets converted to this upon saving by pytorch lightning: 

 - class_path: torchvision.transforms.Resize
      init_args:
          size:
              - 768
              - 1024
          interpolation: bilinear
          max_size: null
          antialias: warn

Trying to load this converted config file fails.

Error messages and logs

[19:44:29] ERROR            | Rank 0 | Exception occurred: Caught TypeError in DataLoader worker process 0.
Original Traceback (most recent call last):
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torch/utils/data/_utils/worker.py", line 308, in _worker_loop
    data = fetcher.fetch(index)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torch/utils/data/_utils/fetch.py", line 49, in fetch
    data = self.dataset.__getitems__(possibly_batched_index)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torch/utils/data/dataset.py", line 364, in __getitems__
    return [self.dataset[self.indices[idx]] for idx in indices]
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torch/utils/data/dataset.py", line 364, in <listcomp>
    return [self.dataset[self.indices[idx]] for idx in indices]
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torchvision/datasets/folder.py", line 231, in __getitem__
    sample = self.transform(sample)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torchvision/transforms/transforms.py", line 95, in __call__
    img = t(img)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl
    return forward_call(*args, **kwargs)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torchvision/transforms/transforms.py", line 361, in forward
    return F.resize(img, self.size, self.interpolation, self.max_size, self.antialias)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torchvision/transforms/functional.py", line 461, in resize
    raise TypeError(
TypeError: Argument interpolation should be a InterpolationMode or a corresponding Pillow integer constant

Traceback (most recent call last):
  File "/Users/iamiulialex/Documents/kaiko-eng/libs/ml_framework/kaiko/ml_framework/utils/log_redirect/decorator.py", line 54, in wrapper
    result = func(*args, **kwargs)
  File "/Users/iamiulialex/Documents/kaiko-eng/libs/ml_framework/kaiko/ml_framework/__main__.py", line 108, in main
    return cli.CLI()
  File "/Users/iamiulialex/Documents/kaiko-eng/libs/ml_framework/kaiko/ml_framework/cli/cli.py", line 47, in __init__
    super().__init__(
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/lightning/pytorch/cli.py", line 388, in __init__
    self._run_subcommand(self.subcommand)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/lightning/pytorch/cli.py", line 679, in _run_subcommand
    fn(**fn_kwargs)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/lightning/pytorch/trainer/trainer.py", line 544, in fit
    call._call_and_handle_interrupt(
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/lightning/pytorch/trainer/call.py", line 44, in _call_and_handle_interrupt
    return trainer_fn(*args, **kwargs)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/lightning/pytorch/trainer/trainer.py", line 580, in _fit_impl
    self._run(model, ckpt_path=ckpt_path)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/lightning/pytorch/trainer/trainer.py", line 987, in _run
    results = self._run_stage()
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/lightning/pytorch/trainer/trainer.py", line 1031, in _run_stage
    self._run_sanity_check()
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/lightning/pytorch/trainer/trainer.py", line 1060, in _run_sanity_check
    val_loop.run()
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/lightning/pytorch/loops/utilities.py", line 182, in _decorator
    return loop_run(self, *args, **kwargs)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/lightning/pytorch/loops/evaluation_loop.py", line 128, in run
    batch, batch_idx, dataloader_idx = next(data_fetcher)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/lightning/pytorch/loops/fetchers.py", line 133, in __next__
    batch = super().__next__()
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/lightning/pytorch/loops/fetchers.py", line 60, in __next__
    batch = next(self.iterator)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/lightning/pytorch/utilities/combined_loader.py", line 341, in __next__
    out = next(self._iterator)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/lightning/pytorch/utilities/combined_loader.py", line 142, in __next__
    out = next(self.iterators[0])
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torch/utils/data/dataloader.py", line 630, in __next__
    data = self._next_data()
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torch/utils/data/dataloader.py", line 1345, in _next_data
    return self._process_data(data)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torch/utils/data/dataloader.py", line 1371, in _process_data
    data.reraise()
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torch/_utils.py", line 694, in reraise
    raise exception
TypeError: Caught TypeError in DataLoader worker process 0.
Original Traceback (most recent call last):
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torch/utils/data/_utils/worker.py", line 308, in _worker_loop
    data = fetcher.fetch(index)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torch/utils/data/_utils/fetch.py", line 49, in fetch
    data = self.dataset.__getitems__(possibly_batched_index)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torch/utils/data/dataset.py", line 364, in __getitems__
    return [self.dataset[self.indices[idx]] for idx in indices]
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torch/utils/data/dataset.py", line 364, in <listcomp>
    return [self.dataset[self.indices[idx]] for idx in indices]
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torchvision/datasets/folder.py", line 231, in __getitem__
    sample = self.transform(sample)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torchvision/transforms/transforms.py", line 95, in __call__
    img = t(img)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl
    return forward_call(*args, **kwargs)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torchvision/transforms/transforms.py", line 361, in forward
    return F.resize(img, self.size, self.interpolation, self.max_size, self.antialias)
  File "/Users/iamiulialex/Documents/kaiko-eng/dist/export/python/virtualenvs/python-default/3.10.13/lib/python3.10/site-packages/torchvision/transforms/functional.py", line 461, in resize
    raise TypeError(
TypeError: Argument interpolation should be a InterpolationMode or a corresponding Pillow integer constant

Environment

Current environment * CUDA: - GPU: None - available: False - version: None * Lightning: - info-nce-pytorch: 0.1.4 - lightning: 2.2.1 - lightning-utilities: 0.11.2 - pytorch-lightning: 2.2.5 - torch: 2.1.1+cpu - torchdata: 0.7.1 - torchmetrics: 1.4.0.post0 - torchtext: 0.16.1+cpu - torchvision: 0.16.1+cpu * Packages: - aadict: 0.2.3 - absl-py: 2.1.0 - accelerate: 0.30.1 - adlfs: 2023.9.0 - aenum: 3.1.15 - affine: 2.4.0 - agate: 1.9.1 - aiobotocore: 2.5.4 - aiofiles: 23.2.1 - aiohttp: 3.9.5 - aiohttp-cors: 0.7.0 - aioitertools: 0.11.0 - aiosignal: 1.3.1 - albumentations: 1.3.1 - alembic: 1.13.1 - altair: 5.3.0 - aniso8601: 9.0.1 - antlr4-python3-runtime: 4.9.3 - anyio: 4.4.0 - asciitree: 0.3.3 - asgiref: 3.8.1 - asset: 0.6.13 - asttokens: 2.4.1 - async-timeout: 4.0.3 - asyncpg: 0.29.0 - attrs: 23.2.0 - azure-ai-formrecognizer: 3.3.3 - azure-common: 1.1.28 - azure-core: 1.30.1 - azure-data-tables: 12.5.0 - azure-datalake-store: 0.0.53 - azure-functions: 1.19.0 - azure-identity: 1.16.0 - azure-keyvault-secrets: 4.8.0 - azure-storage-blob: 12.20.0 - azure-storage-file-datalake: 12.15.0 - azure-storage-queue: 12.10.0 - babel: 2.15.0 - backoff: 2.2.1 - backports.tarfile: 1.2.0 - bcrypt: 4.1.3 - biopython: 1.83 - bitsandbytes: 0.41.1 - blinker: 1.8.2 - blis: 0.7.11 - boto3: 1.28.17 - botocore: 1.31.17 - braceexpand: 0.1.7 - build: 1.2.1 - cachetools: 5.3.3 - catalogue: 2.0.10 - certifi: 2024.6.2 - cffi: 1.16.0 - chardet: 5.2.0 - charset-normalizer: 3.3.2 - chispa: 0.9.4 - chroma-hnswlib: 0.7.3 - chromadb: 0.5.0 - click: 8.1.7 - click-plugins: 1.1.1 - cligj: 0.7.2 - cloudpathlib: 0.18.1 - cloudpickle: 3.0.0 - colorama: 0.4.6 - coloredlogs: 14.0 - colorful: 0.5.6 - confection: 0.1.5 - contourpy: 1.2.1 - coverage: 7.5.3 - croniter: 2.0.5 - cryptography: 42.0.8 - cycler: 0.12.1 - cymem: 2.0.8 - dacite: 1.8.1 - daff: 1.3.46 - dagster: 1.7.8 - dagster-azure: 0.23.8 - dagster-dbt: 0.23.8 - dagster-deltalake: 0.23.8 - dagster-graphql: 1.7.8 - dagster-k8s: 0.23.8 - dagster-pipes: 1.7.8 - dagster-postgres: 0.23.8 - dagster-prometheus: 0.23.8 - dagster-shell: 0.23.8 - dagster-slack: 0.23.8 - dagster-webserver: 1.7.8 - databricks-sdk: 0.17.0 - databricks-sql-connector: 3.1.2 - dataclasses: 0.6 - dataproperty: 1.0.1 - datasets: 2.19.2 - dbt-adapters: 1.2.1 - dbt-common: 1.3.0 - dbt-core: 1.8.2 - dbt-databricks: 1.8.1 - dbt-extractor: 0.5.1 - dbt-semantic-interfaces: 0.5.1 - dbt-spark: 1.8.0 - decorator: 5.1.1 - deepdiff: 7.0.1 - deepspeed: 0.12.6 - defusedxml: 0.7.1 - delta-spark: 3.2.0 - deltalake: 0.17.4 - deprecated: 1.2.14 - dicomweb-client: 0.59.1 - dill: 0.3.8 - distlib: 0.3.8 - distro: 1.9.0 - dlup: 0.3.38 - dm-tree: 0.1.8 - dnspython: 2.6.1 - docker: 7.1.0 - docker-pycreds: 0.4.0 - docstring-parser: 0.16 - email-validator: 2.1.1 - et-xmlfile: 1.1.0 - evaluate: 0.4.2 - exceptiongroup: 1.2.1 - execnet: 2.1.1 - executing: 2.0.1 - farama-notifications: 0.0.4 - fastapi: 0.111.0 - fastapi-cli: 0.0.4 - fasteners: 0.19 - filelock: 3.14.0 - fiona: 1.9.6 - flask: 3.0.3 - flatbuffers: 24.3.25 - fonttools: 4.53.0 - formenergy-observability: 0.3.2 - frozenlist: 1.4.1 - fsspec: 2023.9.2 - geopandas: 0.14.4 - ghp-import: 2.1.0 - gitdb: 4.0.11 - gitpython: 3.1.43 - giturlparse: 0.12.0 - globre: 0.1.5 - google-api-core: 2.19.0 - google-auth: 2.29.0 - googleapis-common-protos: 1.63.1 - gql: 3.5.0 - graphene: 3.3 - graphql-core: 3.2.3 - graphql-relay: 3.2.0 - greenlet: 3.0.3 - griffe: 0.45.2 - grpcio: 1.64.1 - grpcio-health-checking: 1.62.2 - gymnasium: 0.28.1 - h11: 0.14.0 - h2: 4.1.0 - h5py: 3.11.0 - highdicom: 0.22.0 - hjson: 3.1.0 - hpack: 4.0.0 - httpcore: 1.0.5 - httptools: 0.6.1 - httpx: 0.27.0 - huggingface-hub: 0.23.3 - humanfriendly: 10.0 - hydra-core: 1.3.2 - hyperframe: 6.0.1 - hypothesis: 6.54.6 - idna: 3.7 - imagecodecs: 2023.7.10 - imageio: 2.34.1 - importlib-metadata: 6.11.0 - importlib-resources: 6.4.0 - info-nce-pytorch: 0.1.4 - iniconfig: 2.0.0 - ipython: 8.25.0 - isodate: 0.6.1 - itsdangerous: 2.2.0 - jaraco.classes: 3.4.0 - jaraco.context: 5.3.0 - jaraco.functools: 4.0.1 - jax-jumpy: 1.0.0 - jedi: 0.19.1 - jinja2: 3.1.4 - jmespath: 1.0.1 - joblib: 1.4.2 - jsonargparse: 4.28.0 - jsonlines: 4.0.0 - jsonschema: 4.22.0 - jsonschema-specifications: 2023.12.1 - jwt: 1.3.1 - kaiko-cfmpb: 0.0.1 - kaiko-conductor: 0.0.4 - kaiko-dagster: 0.0.51 - kaiko-data-io: 0.0.15 - kaiko-data-loading: 0.0.36 - kaiko-databits: 0.0.8 - kaiko-fm-pipeline: 0.0.1 - kaiko-fsspec-utils: 0.0.8 - kaiko-geometry: 0.0.40 - kaiko-image-annotation: 0.0.38 - kaiko-image-augmentation: 0.0.27 - kaiko-image-data: 0.0.49 - kaiko-image-processing: 0.0.40 - kaiko-incognito: 0.0.1 - kaiko-inference-engine: 0.0.16 - kaiko-inference-tools: 0.0.8 - kaiko-ingestion: 0.0.24 - kaiko-llm-dev-tool: 0.0.1 - kaiko-llm-serve: 0.0.1 - kaiko-llm-triage: 0.0.64 - kaiko-lmm-bench: 0.0.11 - kaiko-mirax: 0.0.10 - kaiko-ml-framework: 0.0.251 - kaiko-multiprocessing: 0.0.6 - kaiko-nki-dbt: 0.0.24 - kaiko-nlp: 1.0.84 - kaiko-online-patching: 0.0.70 - kaiko-ray-plugins: 0.0.1 - kaiko-test-services: 1.0.20 - kaiko-vef: 0.0.31 - kaiko-wsi: 0.0.46 - kerchunk: 0.2.5 - keyring: 25.2.1 - kiwisolver: 1.4.5 - kornia: 0.7.2 - kornia-rs: 0.1.3 - kubernetes: 29.0.0 - langcodes: 3.4.0 - language-data: 1.2.0 - lark: 1.1.9 - lazy-loader: 0.4 - leather: 0.4.0 - lightly: 1.5.6 - lightly-utils: 0.0.2 - lightning: 2.2.1 - lightning-utilities: 0.11.2 - linkify-it-py: 2.0.3 - llvmlite: 0.42.0 - lm-eval: 0.4.2 - logbook: 1.5.3 - loguru: 0.7.2 - lxml: 5.2.2 - lz4: 4.3.3 - mako: 1.3.5 - marisa-trie: 1.2.0 - markdown: 3.6 - markdown-it-py: 3.0.0 - markupsafe: 2.1.5 - mashumaro: 3.13 - matplotlib: 3.9.0 - matplotlib-inline: 0.1.7 - mbstrdecoder: 1.1.3 - mdit-py-plugins: 0.4.1 - mdurl: 0.1.2 - memray: 1.12.0 - mergedeep: 1.3.4 - minimal-snowplow-tracker: 0.0.2 - mkdocs: 1.6.0 - mkdocs-autorefs: 1.0.1 - mkdocs-gen-files: 0.5.0 - mkdocs-get-deps: 0.2.0 - mkdocs-literate-nav: 0.6.1 - mkdocs-material: 9.5.26 - mkdocs-material-extensions: 1.3.1 - mkdocstrings: 0.25.1 - mkdocstrings-python: 1.10.3 - mmh3: 4.1.0 - monai: 1.3.1 - monai-deploy-app-sdk: 0.5.0 - monotonic: 1.6 - more-itertools: 10.2.0 - mpmath: 1.3.0 - msal: 1.28.0 - msal-extensions: 1.1.0 - msgpack: 1.0.8 - msrest: 0.7.1 - multidict: 6.0.5 - multiprocess: 0.70.16 - murmurhash: 1.0.10 - networkx: 3.2.1 - nibabel: 4.0.2 - ninja: 1.11.1.1 - nltk: 3.8.1 - numba: 0.59.1 - numcodecs: 0.12.1 - numexpr: 2.10.0 - numpy: 1.23.5 - oauthlib: 3.2.2 - omegaconf: 2.3.0 - onnx: 1.16.1 - onnxruntime: 1.15.1 - openai: 1.31.1 - opencensus: 0.11.4 - opencensus-context: 0.1.3 - opencensus-ext-azure: 1.1.13 - opencv-python: 4.10.0.82 - opencv-python-headless: 4.10.0.82 - openpyxl: 3.1.3 - openslide-python: 1.3.1 - opentelemetry-api: 1.25.0 - opentelemetry-exporter-otlp: 1.25.0 - opentelemetry-exporter-otlp-proto-common: 1.25.0 - opentelemetry-exporter-otlp-proto-grpc: 1.25.0 - opentelemetry-exporter-otlp-proto-http: 1.25.0 - opentelemetry-instrumentation: 0.46b0 - opentelemetry-instrumentation-asgi: 0.46b0 - opentelemetry-instrumentation-fastapi: 0.46b0 - opentelemetry-instrumentation-requests: 0.46b0 - opentelemetry-instrumentation-sqlalchemy: 0.46b0 - opentelemetry-proto: 1.25.0 - opentelemetry-sdk: 1.25.0 - opentelemetry-semantic-conventions: 0.46b0 - opentelemetry-util-http: 0.46b0 - ordered-set: 4.1.0 - orjson: 3.10.3 - overrides: 7.7.0 - packaging: 21.3 - paginate: 0.5.6 - pandas: 2.1.4 - paramiko: 3.4.0 - parsedatetime: 2.6 - parso: 0.8.4 - pathspec: 0.12.1 - pathvalidate: 3.2.0 - pdf2image: 1.17.0 - peft: 0.7.0 - pendulum: 3.0.0 - pex: 2.3.2 - pexpect: 4.9.0 - phonenumbers: 8.13.38 - pillow: 10.3.0 - pillow-jpls: 1.3.2 - pip: 23.0.1 - pkgconfig: 1.5.5 - platformdirs: 4.2.2 - playwright: 1.44.0 - plotly: 5.22.0 - pluggy: 1.5.0 - portalocker: 2.8.2 - posthog: 3.5.0 - preshed: 3.0.9 - presidio-analyzer: 2.2.354 - presidio-image-redactor: 0.0.52 - prometheus-client: 0.20.0 - prompt-toolkit: 3.0.46 - proto-plus: 1.23.0 - protobuf: 4.25.3 - psutil: 5.9.8 - psycopg2-binary: 2.9.9 - ptyprocess: 0.7.0 - pure-eval: 0.2.2 - py: 1.11.0 - py-cpuinfo: 9.0.0 - py-spy: 0.3.14 - py4j: 0.10.9.7 - pyaml: 23.9.7 - pyarrow: 14.0.2 - pyarrow-hotfix: 0.6 - pyasn1: 0.6.0 - pyasn1-modules: 0.4.0 - pybind11: 2.12.0 - pycocotools: 2.0.7 - pycparser: 2.22 - pydantic: 1.10.15 - pydeck: 0.9.1 - pydicom: 2.4.4 - pyee: 11.1.0 - pyfaidx: 0.8.1.1 - pygments: 2.18.0 - pyjwt: 2.8.0 - pymdown-extensions: 10.8.1 - pymonad: 2.4.0 - pynacl: 1.5.0 - pynvml: 11.5.0 - pyopenssl: 24.1.0 - pyparsing: 3.1.2 - pypdf2: 3.0.1 - pypika: 0.48.9 - pypng: 0.20220715.0 - pyproj: 3.6.1 - pyproject-hooks: 1.1.0 - pysankeybeta: 1.4.0 - pyspark: 3.5.0 - pytablewriter: 1.2.0 - pytesseract: 0.3.10 - pytest: 7.4.4 - pytest-asyncio: 0.23.7 - pytest-check: 2.3.1 - pytest-cov: 4.1.0 - pytest-forked: 1.6.0 - pytest-lazy-fixture: 0.6.3 - pytest-mock: 3.14.0 - pytest-repeat: 0.9.3 - pytest-rerunfailures: 14.0 - pytest-timeout: 2.3.1 - pytest-xdist: 2.5.0 - python-dateutil: 2.9.0.post0 - python-dotenv: 1.0.1 - python-multipart: 0.0.9 - python-slugify: 8.0.4 - pytimeparse: 1.1.8 - pytorch-lightning: 2.2.5 - pytz: 2024.1 - pyvips: 2.2.3 - pyyaml: 6.0.1 - pyyaml-env-tag: 0.1 - qudida: 0.0.4 - rapidfuzz: 3.9.3 - rasterio: 1.3.10 - ray: 2.11.0 - ray-cpp: 2.11.0 - ray-pex-env: 0.0.11 - referencing: 0.35.1 - regex: 2024.5.15 - requests: 2.32.3 - requests-file: 2.1.0 - requests-mock: 1.12.1 - requests-oauthlib: 2.0.0 - requests-toolbelt: 1.0.0 - retrying: 1.3.4 - rich: 13.7.1 - rouge-metric: 1.0.1 - rouge-score: 0.1.2 - rpds-py: 0.18.1 - rsa: 4.9 - rt-utils: 1.2.7 - ruamel.yaml: 0.18.6 - ruamel.yaml.clib: 0.2.8 - s3fs: 2023.9.2 - s3transfer: 0.6.2 - sacrebleu: 2.4.2 - safetensors: 0.4.3 - scikit-image: 0.23.2 - scikit-learn: 1.3.2 - scipy: 1.13.1 - seaborn: 0.13.2 - segment-anything: 1.0 - sentry-sdk: 2.5.0 - setproctitle: 1.3.3 - setuptools: 69.5.1 - shapely: 2.0.4 - shellingham: 1.5.4 - shtab: 1.7.1 - simpleitk: 2.3.1 - six: 1.16.0 - skorch: 1.0.0 - slack-sdk: 3.27.2 - smart-open: 7.0.4 - smmap: 5.0.1 - sniffio: 1.3.1 - snuggs: 1.4.7 - sortedcontainers: 2.4.0 - spacy: 3.7.5 - spacy-legacy: 3.0.12 - spacy-loggers: 1.0.5 - speechrecognition: 3.10.4 - sqlalchemy: 2.0.30 - sqlglot: 25.0.2 - sqlglotrs: 0.2.5 - sqlitedict: 2.1.0 - sqlparams: 6.0.1 - sqlparse: 0.5.0 - srsly: 2.4.8 - sshtunnel: 0.4.0 - st-copy-to-clipboard: 0.1.6 - st-pages: 0.4.5 - stack-data: 0.6.3 - starlette: 0.37.2 - streamlit: 1.35.0 - streamlit-chat: 0.1.1 - striprtf: 0.0.26 - structlog: 23.3.0 - sympy: 1.12.1 - tabledata: 1.3.3 - tabulate: 0.9.0 - tcolorpy: 0.1.6 - tenacity: 8.3.0 - tensorboard: 2.16.2 - tensorboard-data-server: 0.7.2 - tensorboardx: 2.6.2.2 - text-unidecode: 1.3 - textual: 0.65.1 - thinc: 8.2.4 - threadpoolctl: 3.5.0 - thrift: 0.16.0 - tifffile: 2024.5.22 - tiffslide: 2.4.0 - tifftools: 1.5.2 - tiktoken: 0.7.0 - time-machine: 2.14.1 - timm: 0.9.16 - tldextract: 5.1.2 - tokenizers: 0.19.1 - toml: 0.10.2 - tomli: 2.0.1 - toolz: 0.12.1 - toposort: 1.10 - torch: 2.1.1+cpu - torchdata: 0.7.1 - torchmetrics: 1.4.0.post0 - torchtext: 0.16.1+cpu - torchvision: 0.16.1+cpu - tornado: 6.4 - tqdm: 4.66.4 - tqdm-multiprocess: 0.0.11 - traitlets: 5.14.3 - transformers: 4.41.2 - trl: 0.9.3 - typedspark: 1.4.3 - typeguard: 4.3.0 - typepy: 1.3.2 - typer: 0.12.3 - typeshed-client: 2.5.1 - typing-extensions: 4.12.1 - tyro: 0.8.4 - tzdata: 2024.1 - uc-micro-py: 1.0.3 - ujson: 5.10.0 - universal-pathlib: 0.2.2 - urllib3: 1.26.18 - uvicorn: 0.30.1 - uvloop: 0.19.0 - validators: 0.20.0 - virtualenv: 20.26.2 - wandb: 0.17.0 - wasabi: 1.1.3 - watchdog: 4.0.1 - watchfiles: 0.22.0 - wcwidth: 0.2.13 - weasel: 0.4.1 - webdataset: 0.2.86 - websocket-client: 1.8.0 - websockets: 12.0 - werkzeug: 3.0.3 - word2number: 1.1 - wrapt: 1.16.0 - xformers: 0.0.23 - xlsxwriter: 3.2.0 - xmltodict: 0.13.0 - xxhash: 3.4.1 - yarl: 1.9.4 - zarr: 2.18.2 - zipp: 3.19.2 - zstandard: 0.22.0 * System: - OS: Darwin - architecture: - 64bit - - processor: arm - python: 3.10.13 - release: 23.5.0 - version: Darwin Kernel Version 23.5.0: Wed May 1 20:12:58 PDT 2024; root:xnu-10063.121.3~5/RELEASE_ARM64_T6000

More info

No response

iulialexandra commented 5 months ago

It seems the issue was fixed with torchvision.transforms.v2