Repository: ArneBinder/pytorch-ie (language: python)

Issue:
breaks with datasets==2.8.0 
This breaks any new setup.

Reproduce (on a fresh environment):
```python
from datasets import load_dataset
ds = load_dataset("pie/conll2003")
```

Result:
```
Found cached dataset conll2003 (/home/arbi01/.cache/huggingface/datasets/pie___conll2003/conll2003/1.0.0/2786c823a292d679df0f1e05f463e712b37321e504e3e91f592afca3cc54c340)
  0%|          | 0/3 [00:00<?, ?it/s]Loading cached processed dataset at /home/arbi01/.cache/huggingface/datasets/pie___conll2003/conll2003/1.0.0/2786c823a292d679df0f1e05f463e712b37321e504e3e91f592afca3cc54c340/cache-357d4073acee9620.arrow
Traceback (most recent call last):
  File "/home/arbi01/projects/pie-s2orc/debug.py", line 4, in <module>
    ds = load_dataset("pie/conll2003")
  File "/home/arbi01/miniconda3/envs/pie-s2orc/lib/python3.9/site-packages/datasets/load.py", line 1769, in load_dataset
    ds = builder_instance.as_dataset(split=split, ignore_verifications=ignore_verifications, in_memory=keep_in_memory)
  File "/home/arbi01/miniconda3/envs/pie-s2orc/lib/python3.9/site-packages/datasets/builder.py", line 1066, in as_dataset
    datasets = map_nested(
  File "/home/arbi01/miniconda3/envs/pie-s2orc/lib/python3.9/site-packages/datasets/utils/py_utils.py", line 444, in map_nested
    mapped = [
  File "/home/arbi01/miniconda3/envs/pie-s2orc/lib/python3.9/site-packages/datasets/utils/py_utils.py", line 445, in <listcomp>
    _single_map_nested((function, obj, types, None, True, None))
  File "/home/arbi01/miniconda3/envs/pie-s2orc/lib/python3.9/site-packages/datasets/utils/py_utils.py", line 346, in _single_map_nested
    return function(data_struct)
  File "/home/arbi01/miniconda3/envs/pie-s2orc/lib/python3.9/site-packages/datasets/builder.py", line 1109, in _build_single_dataset
    post_processed = self._post_process(ds, resources_paths)
  File "/home/arbi01/miniconda3/envs/pie-s2orc/lib/python3.9/site-packages/pytorch_ie/data/builder.py", line 89, in _post_process
    document_dataset = Dataset.from_hf_dataset(
  File "/home/arbi01/miniconda3/envs/pie-s2orc/lib/python3.9/site-packages/pytorch_ie/data/dataset.py", line 167, in from_hf_dataset
    document_dataset = cls(document_type=document_type, **cls.get_base_kwargs(dataset))
  File "/home/arbi01/miniconda3/envs/pie-s2orc/lib/python3.9/site-packages/pytorch_ie/data/dataset.py", line 151, in __init__
    self.set_format("document", document_type=document_type)
  File "/home/arbi01/miniconda3/envs/pie-s2orc/lib/python3.9/site-packages/datasets/fingerprint.py", line 480, in wrapper
    out = func(self, *args, **kwargs)
  File "/home/arbi01/miniconda3/envs/pie-s2orc/lib/python3.9/site-packages/datasets/arrow_dataset.py", line 2326, in set_format
    _ = get_formatter(type, features=self.features, **format_kwargs)
  File "/home/arbi01/miniconda3/envs/pie-s2orc/lib/python3.9/site-packages/datasets/formatting/__init__.py", line 125, in get_formatter
    return _FORMAT_TYPES[format_type](**format_kwargs)
  File "/home/arbi01/miniconda3/envs/pie-s2orc/lib/python3.9/site-packages/pytorch_ie/data/dataset_formatter.py", line 11, in __init__
    super().__init__(features=None, decoded=None)
TypeError: __init__() got an unexpected keyword argument 'decoded'
  0%|          | 0/3 [00:00<?, ?it/s]

Process finished with exit code 1
```

[This](https://github.com/huggingface/datasets/blame/2.8.0/src/datasets/formatting/formatting.py#L399 ) seems to be the culprit. The `decoded` parameter was removed, but we pass `None` in the `DocumentFormatter`, see [here](https://github.com/ChristophAlt/pytorch-ie/blob/main/src/pytorch_ie/data/dataset_formatter.py#L11).


Discussion / hints:
@ChristophAlt For now, can we have a version of pytorch-ie that defines datasets 2.7.1 as the max version? I tested that and it works. I'm not familiar with the dependency setup, maybe can you step in? 

Fix patch:
diff --git a/README.md b/README.md
index cc708433..d326cd11 100644
--- a/README.md
+++ b/README.md
@@ -556,7 +556,7 @@ trainer = pl.Trainer(
     fast_dev_run=False,
     max_epochs=num_epochs,
     gpus=0,
-    checkpoint_callback=False,
+    enable_checkpointing=False,
     # callbacks=[checkpoint_callback],
     precision=32,
 )
diff --git a/examples/train/span_classification.py b/examples/train/span_classification.py
index 94fbb1b5..b33d873a 100644
--- a/examples/train/span_classification.py
+++ b/examples/train/span_classification.py
@@ -70,7 +70,7 @@ def main():
         fast_dev_run=False,
         max_epochs=num_epochs,
         gpus=0,
-        checkpoint_callback=False,
+        enable_checkpointing=False,
         # callbacks=[checkpoint_callback],
         precision=32,
     )
diff --git a/poetry.lock b/poetry.lock
index 8af2484f..fe87b913 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,97 +1,76 @@
 [[package]]
 name = "absl-py"
-version = "1.0.0"
+version = "1.4.0"
 description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
-[package.dependencies]
-six = "*"
-
 [[package]]
 name = "aiohttp"
-version = "3.8.1"
+version = "3.7.4.post0"
 description = "Async http client/server framework (asyncio)"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-aiosignal = ">=1.1.2"
-async-timeout = ">=4.0.0a3,<5.0"
+async-timeout = ">=3.0,<4.0"
 attrs = ">=17.3.0"
-charset-normalizer = ">=2.0,<3.0"
-frozenlist = ">=1.1.1"
+chardet = ">=2.0,<5.0"
 multidict = ">=4.5,<7.0"
+typing-extensions = ">=3.6.5"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["aiodns", "brotli", "cchardet"]
-
-[[package]]
-name = "aiosignal"
-version = "1.2.0"
-description = "aiosignal: a list of registered asynchronous callbacks"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-frozenlist = ">=1.1.0"
+speedups = ["aiodns", "brotlipy", "cchardet"]
 
 [[package]]
 name = "alabaster"
-version = "0.7.12"
+version = "0.7.13"
 description = "A configurable sidebar-enabled Sphinx theme"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 
 [[package]]
 name = "argcomplete"
-version = "1.12.3"
+version = "2.0.0"
 description = "Bash tab completion for argparse"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 
 [package.extras]
 test = ["coverage", "flake8", "pexpect", "wheel"]
 
 [[package]]
 name = "async-timeout"
-version = "4.0.2"
+version = "3.0.1"
 description = "Timeout context manager for asyncio programs"
 category = "main"
 optional = false
-python-versions = ">=3.6"
-
-[[package]]
-name = "atomicwrites"
-version = "1.4.0"
-description = "Atomic file writes."
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.5.3"
 
 [[package]]
 name = "attrs"
-version = "21.4.0"
+version = "22.2.0"
 description = "Classes Without Boilerplate"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.6"
 
 [package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
-docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
+cov = ["attrs", "coverage-enable-subprocess", "coverage[toml] (>=5.3)"]
+dev = ["attrs"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope.interface"]
+tests = ["attrs", "zope.interface"]
+tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=0.971,<0.990)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist"]
+tests_no_zope = ["cloudpickle", "hypothesis", "mypy (>=0.971,<0.990)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist"]
 
 [[package]]
 name = "babel"
-version = "2.10.1"
+version = "2.11.0"
 description = "Internationalization utilities"
 category = "dev"
 optional = false
@@ -115,13 +94,13 @@ PyYAML = ">=5.3.1"
 stevedore = ">=1.20.0"
 
 [package.extras]
-test = ["coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)", "toml", "beautifulsoup4 (>=4.8.0)", "pylint (==1.9.4)"]
+test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "pylint (==1.9.4)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)", "toml"]
 toml = ["toml"]
 yaml = ["pyyaml"]
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.11.1"
+version = "4.11.2"
 description = "Screen-scraping library"
 category = "dev"
 optional = false
@@ -136,15 +115,16 @@ lxml = ["lxml"]
 
 [[package]]
 name = "black"
-version = "22.3.0"
+version = "23.1.0"
 description = "The uncompromising code formatter."
 category = "dev"
 optional = false
-python-versions = ">=3.6.2"
+python-versions = ">=3.7"
 
 [package.dependencies]
 click = ">=8.0.0"
 mypy-extensions = ">=0.4.3"
+packaging = ">=22.0"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
@@ -156,21 +136,13 @@ d = ["aiohttp (>=3.7.4)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
-[[package]]
-name = "cachetools"
-version = "5.0.0"
-description = "Extensible memoizing collections and decorators"
-category = "main"
-optional = false
-python-versions = "~=3.7"
-
 [[package]]
 name = "certifi"
-version = "2021.10.8"
+version = "2022.12.7"
 description = "Python package for providing Mozilla's CA Bundle."
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 
 [[package]]
 name = "cfgv"
@@ -180,22 +152,27 @@ category = "dev"
 optional = false
 python-versions = ">=3.6.1"
 
+[[package]]
+name = "chardet"
+version = "4.0.0"
+description = "Universal encoding detector for Python 2 and 3"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
 [[package]]
 name = "charset-normalizer"
-version = "2.0.12"
+version = "3.0.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 category = "main"
 optional = false
-python-versions = ">=3.5.0"
-
-[package.extras]
-unicode_backport = ["unicodedata2"]
+python-versions = "*"
 
 [[package]]
 name = "click"
 version = "8.1.3"
 description = "Composable command line interface toolkit"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 
@@ -204,15 +181,15 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "colorama"
-version = "0.4.4"
+version = "0.4.6"
 description = "Cross-platform colored terminal text."
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 
 [[package]]
 name = "colorlog"
-version = "6.6.0"
+version = "6.7.0"
 description = "Add colours to the output of Python's logging module."
 category = "dev"
 optional = false
@@ -226,7 +203,7 @@ development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
 
 [[package]]
 name = "coverage"
-version = "6.4.3"
+version = "7.1.0"
 description = "Code coverage measurement for Python"
 category = "dev"
 optional = false
@@ -248,55 +225,57 @@ python-versions = ">=3.6,<4.0"
 
 [[package]]
 name = "datasets"
-version = "2.4.0"
+version = "2.9.0"
 description = "HuggingFace community-driven open-source library of datasets"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7.0"
 
 [package.dependencies]
 aiohttp = "*"
-dill = "<0.3.6"
+dill = "<0.3.7"
 fsspec = {version = ">=2021.11.1", extras = ["http"]}
-huggingface-hub = ">=0.1.0,<1.0.0"
+huggingface-hub = ">=0.2.0,<1.0.0"
 multiprocess = "*"
 numpy = ">=1.17"
 packaging = "*"
 pandas = "*"
 pyarrow = ">=6.0.0"
+pyyaml = ">=5.1"
 requests = ">=2.19.0"
 responses = "<0.19"
 tqdm = ">=4.62.1"
 xxhash = "*"
 
 [package.extras]
-vision = ["Pillow (>=6.2.1)"]
-torch = ["torch"]
-tests = ["importlib-resources", "librosa", "Pillow (>=6.2.1)", "six (>=1.15.0,<1.16.0)", "Werkzeug (>=1.0.1)", "texttable (>=1.6.3)", "tldextract (>=3.1.0)", "requests-file (>=1.5.1)", "toml (>=0.10.1)", "seqeval", "scipy", "scikit-learn", "sacrebleu", "rouge-score (<0.0.7)", "mauve-text", "jiwer", "bert-score (>=0.3.6)", "sacremoses", "sentencepiece", "zstandard", "tldextract", "py7zr", "openpyxl", "nltk", "mwparserfromhell", "lz4", "lxml", "langdetect", "h5py", "conllu", "bs4", "transformers", "soundfile", "torchaudio", "torch", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "s3fs (>=2021.11.1)", "rarfile (>=4.0)", "moto[server,s3] (==2.0.4)", "fsspec", "faiss-cpu (>=1.6.4)", "botocore (>=1.22.8)", "boto3 (>=1.19.8)", "aiobotocore (>=2.0.1)", "elasticsearch (<8.0.0)", "apache-beam (>=2.26.0)", "pytest-xdist", "pytest-datadir", "pytest", "absl-py"]
-tensorflow_gpu = ["tensorflow-gpu (>=2.2.0,!=2.6.0,!=2.6.1)"]
-tensorflow = ["tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)"]
-s3 = ["s3fs", "botocore", "boto3", "fsspec"]
-quality = ["pyyaml (>=5.3.1)", "isort (>=5.0.0)", "flake8 (>=3.8.3)", "black (>=22.0,<23.0)"]
-docs = ["s3fs"]
-dev = ["importlib-resources", "pyyaml (>=5.3.1)", "isort (>=5.0.0)", "flake8 (>=3.8.3)", "black (>=22.0,<23.0)", "librosa", "Pillow (>=6.2.1)", "six (>=1.15.0,<1.16.0)", "Werkzeug (>=1.0.1)", "texttable (>=1.6.3)", "tldextract (>=3.1.0)", "requests-file (>=1.5.1)", "toml (>=0.10.1)", "seqeval", "scipy", "scikit-learn", "sacrebleu", "rouge-score (<0.0.7)", "mauve-text", "jiwer", "bert-score (>=0.3.6)", "sacremoses", "sentencepiece", "zstandard", "tldextract", "py7zr", "openpyxl", "nltk", "mwparserfromhell", "lz4", "lxml", "langdetect", "h5py", "conllu", "bs4", "transformers", "soundfile", "torchaudio", "torch", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "s3fs (>=2021.11.1)", "rarfile (>=4.0)", "moto[server,s3] (==2.0.4)", "fsspec", "faiss-cpu (>=1.6.4)", "botocore (>=1.22.8)", "boto3 (>=1.19.8)", "aiobotocore (>=2.0.1)", "elasticsearch (<8.0.0)", "apache-beam (>=2.26.0)", "pytest-xdist", "pytest-datadir", "pytest", "absl-py"]
-benchmarks = ["transformers (==3.0.2)", "torch (==1.6.0)", "tensorflow (==2.3.0)", "numpy (==1.18.5)"]
+apache-beam = ["apache-beam (>=2.26.0,<2.44.0)"]
 audio = ["librosa"]
-apache-beam = ["apache-beam (>=2.26.0)"]
+benchmarks = ["numpy (==1.18.5)", "tensorflow (==2.3.0)", "torch (==1.7.1)", "transformers (==3.0.2)"]
+dev = ["Pillow (>=6.2.1)", "absl-py", "apache-beam (>=2.26.0,<2.44.0)", "black (>=22.0,<23.0)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "librosa", "lz4", "py7zr", "pytest", "pytest-datadir", "pytest-xdist", "pyyaml (>=5.3.1)", "rarfile (>=4.0)", "s3fs", "s3fs (>=2021.11.1)", "soundfile", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "tensorflow-macos", "torch", "torchaudio (<0.12.0)", "transformers", "zstandard"]
+docs = ["s3fs"]
+metrics-tests = ["Werkzeug (>=1.0.1)", "bert-score (>=0.3.6)", "jiwer", "langdetect", "mauve-text", "nltk", "requests-file (>=1.5.1)", "rouge-score", "sacrebleu", "sacremoses", "scikit-learn", "scipy", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "spacy (>=3.0.0)", "sqlalchemy", "texttable (>=1.6.3)", "tldextract", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "typer (<0.5.0)"]
+quality = ["black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "pyyaml (>=5.3.1)"]
+s3 = ["s3fs"]
+tensorflow = ["tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)", "tensorflow-macos"]
+tensorflow_gpu = ["tensorflow-gpu (>=2.2.0,!=2.6.0,!=2.6.1)"]
+tests = ["Pillow (>=6.2.1)", "absl-py", "apache-beam (>=2.26.0,<2.44.0)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "librosa", "lz4", "py7zr", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "s3fs (>=2021.11.1)", "soundfile", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "tensorflow-macos", "torch", "torchaudio (<0.12.0)", "transformers", "zstandard"]
+torch = ["torch"]
+vision = ["Pillow (>=6.2.1)"]
 
 [[package]]
 name = "dill"
-version = "0.3.4"
+version = "0.3.6"
 description = "serialize all of python"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*"
+python-versions = ">=3.7"
 
 [package.extras]
 graph = ["objgraph (>=1.7.2)"]
 
 [[package]]
 name = "distlib"
-version = "0.3.4"
+version = "0.3.6"
 description = "Distribution utilities"
 category = "dev"
 optional = false
@@ -304,15 +283,15 @@ python-versions = "*"
 
 [[package]]
 name = "docutils"
-version = "0.17.1"
+version = "0.19"
 description = "Docutils -- Python Documentation Utilities"
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.7"
 
 [[package]]
 name = "dparse"
-version = "0.5.1"
+version = "0.6.2"
 description = "A parser for Python dependency files"
 category = "dev"
 optional = false
@@ -320,40 +299,51 @@ python-versions = ">=3.5"
 
 [package.dependencies]
 packaging = "*"
-pyyaml = "*"
 toml = "*"
 
 [package.extras]
+conda = ["pyyaml"]
 pipenv = ["pipenv"]
 
+[[package]]
+name = "exceptiongroup"
+version = "1.1.0"
+description = "Backport of PEP 654 (exception groups)"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+test = ["pytest (>=6)"]
+
 [[package]]
 name = "filelock"
-version = "3.6.0"
+version = "3.9.0"
 description = "A platform independent file lock."
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo (>=2021.8.17b43)", "sphinx (>=4.1)", "sphinx-autodoc-typehints (>=1.12)"]
-testing = ["covdefaults (>=1.2.0)", "coverage (>=4)", "pytest (>=4)", "pytest-cov", "pytest-timeout (>=1.4.2)"]
+docs = ["furo (>=2022.12.7)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.5)"]
+testing = ["covdefaults (>=2.2.2)", "coverage (>=7.0.1)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-timeout (>=2.1)"]
 
 [[package]]
 name = "flake8"
-version = "4.0.1"
+version = "6.0.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8.1"
 
 [package.dependencies]
-mccabe = ">=0.6.0,<0.7.0"
-pycodestyle = ">=2.8.0,<2.9.0"
-pyflakes = ">=2.4.0,<2.5.0"
+mccabe = ">=0.7.0,<0.8.0"
+pycodestyle = ">=2.10.0,<2.11.0"
+pyflakes = ">=3.0.0,<3.1.0"
 
 [[package]]
 name = "flake8-bandit"
-version = "3.0.0"
+version = "4.1.1"
 description = "Automated security testing with bandit and flake8."
 category = "dev"
 optional = false
@@ -361,131 +351,114 @@ python-versions = ">=3.6"
 
 [package.dependencies]
 bandit = ">=1.7.3"
-flake8 = "*"
-flake8-polyfill = "*"
-pycodestyle = "*"
+flake8 = ">=5.0.0"
 
 [[package]]
 name = "flake8-bugbear"
-version = "22.4.25"
+version = "23.1.20"
 description = "A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 attrs = ">=19.2.0"
 flake8 = ">=3.0.0"
 
 [package.extras]
-dev = ["coverage", "hypothesis", "hypothesmith (>=0.2)", "pre-commit"]
+dev = ["coverage", "hypothesis", "hypothesmith (>=0.2)", "pre-commit", "pytest", "tox"]
 
 [[package]]
 name = "flake8-docstrings"
-version = "1.6.0"
+version = "1.7.0"
 description = "Extension for flake8 which uses pydocstyle to check docstrings"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 
 [package.dependencies]
 flake8 = ">=3"
 pydocstyle = ">=2.1"
 
-[[package]]
-name = "flake8-polyfill"
-version = "1.0.2"
-description = "Polyfill package for Flake8 plugins"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-flake8 = "*"
-
 [[package]]
 name = "flake8-rst-docstrings"
-version = "0.2.5"
-description = "Python docstring reStructuredText (RST) validator"
+version = "0.3.0"
+description = "Python docstring reStructuredText (RST) validator for flake8"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
-flake8 = ">=3.0.0"
+flake8 = ">=3"
 pygments = "*"
 restructuredtext-lint = "*"
 
-[[package]]
-name = "frozenlist"
-version = "1.3.0"
-description = "A list-like structure which implements collections.abc.MutableSequence"
-category = "main"
-optional = false
-python-versions = ">=3.7"
+[package.extras]
+develop = ["build", "twine"]
 
 [[package]]
 name = "fsspec"
-version = "2022.7.1"
+version = "2023.1.0"
 description = "File-system specification"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.dependencies]
-aiohttp = {version = "*", optional = true, markers = "extra == \"http\""}
+aiohttp = {version = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1", optional = true, markers = "extra == \"http\""}
 requests = {version = "*", optional = true, markers = "extra == \"http\""}
 
 [package.extras]
-tqdm = ["tqdm"]
-ssh = ["paramiko"]
-smb = ["smbprotocol"]
-sftp = ["paramiko"]
-s3 = ["s3fs"]
-oci = ["ocifs"]
-libarchive = ["libarchive-c"]
-http = ["aiohttp", "requests"]
-hdfs = ["pyarrow (>=1)"]
-gui = ["panel"]
-gs = ["gcsfs"]
-github = ["requests"]
-git = ["pygit2"]
-gcs = ["gcsfs"]
-fuse = ["fusepy"]
-entrypoints = ["importlib-metadata"]
-dropbox = ["dropbox", "requests", "dropboxdrivefs"]
-dask = ["distributed", "dask"]
-arrow = ["pyarrow (>=1)"]
-adl = ["adlfs"]
 abfs = ["adlfs"]
+adl = ["adlfs"]
+arrow = ["pyarrow (>=1)"]
+dask = ["dask", "distributed"]
+dropbox = ["dropbox", "dropboxdrivefs", "requests"]
+entrypoints = ["importlib-metadata"]
+fuse = ["fusepy"]
+gcs = ["gcsfs"]
+git = ["pygit2"]
+github = ["requests"]
+gs = ["gcsfs"]
+gui = ["panel"]
+hdfs = ["pyarrow (>=1)"]
+http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "requests"]
+libarchive = ["libarchive-c"]
+oci = ["ocifs"]
+s3 = ["s3fs"]
+sftp = ["paramiko"]
+smb = ["smbprotocol"]
+ssh = ["paramiko"]
+tqdm = ["tqdm"]
 
 [[package]]
 name = "furo"
-version = "2022.4.7"
+version = "2022.12.7"
 description = "A clean customisable Sphinx documentation theme."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 beautifulsoup4 = "*"
-pygments = ">=2.7,<3.0"
-sphinx = ">=4.0,<5.0"
+pygments = ">=2.7"
+sphinx = ">=5.0,<7.0"
+sphinx-basic-ng = "*"
 
 [[package]]
 name = "gitdb"
-version = "4.0.9"
+version = "4.0.10"
 description = "Git Object Database"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.27"
+version = "3.1.30"
 description = "GitPython is a python library used to interact with Git repositories"
 category = "dev"
 optional = false
@@ -494,54 +467,6 @@ python-versions = ">=3.7"
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
-[[package]]
-name = "google-auth"
-version = "2.6.6"
-description = "Google Authentication Library"
-category = "main"
-optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
-
-[package.dependencies]
-cachetools = ">=2.0.0,<6.0"
-pyasn1-modules = ">=0.2.1"
-rsa = {version = ">=3.1.4,<5", markers = "python_version >= \"3.6\""}
-six = ">=1.9.0"
-
-[package.extras]
-aiohttp = ["requests (>=2.20.0,<3.0.0dev)", "aiohttp (>=3.6.2,<4.0.0dev)"]
-pyopenssl = ["pyopenssl (>=20.0.0)"]
-reauth = ["pyu2f (>=0.1.5)"]
-
-[[package]]
-name = "google-auth-oauthlib"
-version = "0.4.6"
-description = "Google Authentication Library"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-google-auth = ">=1.0.0"
-requests-oauthlib = ">=0.7.0"
-
-[package.extras]
-tool = ["click (>=6.0.0)"]
-
-[[package]]
-name = "grpcio"
-version = "1.45.0"
-description = "HTTP/2-based RPC framework"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-six = ">=1.5.2"
-
-[package.extras]
-protobuf = ["grpcio-tools (>=1.45.0)"]
-
 [[package]]
 name = "huggingface-hub"
 version = "0.5.1"
@@ -559,16 +484,16 @@ tqdm = "*"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["pytest", "datasets", "soundfile", "black (>=22.0,<23.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
-dev = ["pytest", "datasets", "soundfile", "black (>=22.0,<23.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
-quality = ["black (>=22.0,<23.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
-tensorflow = ["tensorflow", "pydot", "graphviz"]
-testing = ["pytest", "datasets", "soundfile"]
+all = ["black (>=22.0,<23.0)", "datasets", "flake8 (>=3.8.3)", "isort (>=5.5.4)", "pytest", "soundfile"]
+dev = ["black (>=22.0,<23.0)", "datasets", "flake8 (>=3.8.3)", "isort (>=5.5.4)", "pytest", "soundfile"]
+quality = ["black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.5.4)"]
+tensorflow = ["graphviz", "pydot", "tensorflow"]
+testing = ["datasets", "pytest", "soundfile"]
 torch = ["torch"]
 
 [[package]]
 name = "identify"
-version = "2.5.0"
+version = "2.5.17"
 description = "File identification library for Python"
 category = "dev"
 optional = false
@@ -579,7 +504,7 @@ license = ["ukkonen"]
 
 [[package]]
 name = "idna"
-version = "3.3"
+version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
 category = "main"
 optional = false
@@ -587,7 +512,7 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "imagesize"
-version = "1.3.0"
+version = "1.4.1"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
 category = "dev"
 optional = false
@@ -595,9 +520,9 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "importlib-metadata"
-version = "4.11.3"
+version = "6.0.0"
 description = "Read metadata from Python packages"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 
@@ -605,31 +530,31 @@ python-versions = ">=3.7"
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "importlib-resources (>=1.3)"]
+testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"]
 
 [[package]]
 name = "iniconfig"
-version = "1.1.1"
-description = "iniconfig: brain-dead simple config-ini parsing"
+version = "2.0.0"
+description = "brain-dead simple config-ini parsing"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 
 [[package]]
 name = "isort"
-version = "5.10.1"
+version = "5.12.0"
 description = "A Python utility / library to sort Python imports."
 category = "dev"
 optional = false
-python-versions = ">=3.6.1,<4.0"
+python-versions = ">=3.8.0"
 
 [package.extras]
-pipfile_deprecated_finder = ["pipreqs", "requirementslib"]
-requirements_deprecated_finder = ["pipreqs", "pip-api"]
-colors = ["colorama (>=0.4.3,<0.5.0)"]
+colors = ["colorama (>=0.4.3)"]
+pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"]
 plugins = ["setuptools"]
+requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
 [[package]]
 name = "jinja2"
@@ -646,12 +571,21 @@ MarkupSafe = ">=2.0"
 i18n = ["Babel (>=2.7)"]
 
 [[package]]
-name = "joblib"
-version = "1.1.0"
-description = "Lightweight pipelining with Python functions"
+name = "lightning-utilities"
+version = "0.6.0.post0"
+description = "PyTorch Lightning Sample project."
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
+
+[package.dependencies]
+packaging = ">=17.1"
+typing-extensions = "*"
+
+[package.extras]
+cli = ["fire"]
+docs = ["sphinx (>=4.0,<5.0)"]
+test = ["coverage (==6.5.0)"]
 
 [[package]]
 name = "livereload"
@@ -665,20 +599,6 @@ python-versions = "*"
 six = "*"
 tornado = {version = "*", markers = "python_version > \"2.7\""}
 
-[[package]]
-name = "markdown"
-version = "3.3.6"
-description = "Python implementation of Markdown."
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
-
-[package.extras]
-testing = ["coverage", "pyyaml"]
-
 [[package]]
 name = "markdown-it-py"
 version = "2.1.0"
@@ -697,12 +617,12 @@ compare = ["commonmark (>=0.9.1,<0.10.0)", "markdown (>=3.3.6,<3.4.0)", "mistlet
 linkify = ["linkify-it-py (>=1.0,<2.0)"]
 plugins = ["mdit-py-plugins"]
 profiling = ["gprof2dot"]
-rtd = ["attrs", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx-book-theme"]
+rtd = ["attrs", "myst-parser", "pyyaml", "sphinx", "sphinx-book-theme", "sphinx-copybutton", "sphinx-design"]
 testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
 [[package]]
 name = "markupsafe"
-version = "2.1.1"
+version = "2.1.2"
 description = "Safely add untrusted strings to HTML/XML markup."
 category = "dev"
 optional = false
@@ -710,31 +630,31 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "mccabe"
-version = "0.6.1"
+version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 
 [[package]]
 name = "mdit-py-plugins"
-version = "0.3.0"
+version = "0.3.3"
 description = "Collection of plugins for markdown-it-py"
 category = "dev"
 optional = false
-python-versions = "~=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 markdown-it-py = ">=1.0.0,<3.0.0"
 
 [package.extras]
-code_style = ["pre-commit (==2.6)"]
-rtd = ["myst-parser (>=0.14.0,<0.15.0)", "sphinx-book-theme (>=0.1.0,<0.2.0)"]
-testing = ["coverage", "pytest (>=3.6,<4)", "pytest-cov", "pytest-regressions"]
+code_style = ["pre-commit"]
+rtd = ["attrs", "myst-parser (>=0.16.1,<0.17.0)", "sphinx-book-theme (>=0.1.0,<0.2.0)"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
 [[package]]
 name = "mdurl"
-version = "0.1.1"
+version = "0.1.2"
 description = "Markdown URL utilities"
 category = "dev"
 optional = false
@@ -742,7 +662,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "multidict"
-version = "6.0.2"
+version = "6.0.4"
 description = "multidict implementation"
 category = "main"
 optional = false
@@ -750,22 +670,22 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "multiprocess"
-version = "0.70.12.2"
+version = "0.70.14"
 description = "better multiprocessing and multithreading in python"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 
 [package.dependencies]
-dill = ">=0.3.4"
+dill = ">=0.3.6"
 
 [[package]]
 name = "mypy"
-version = "0.950"
+version = "1.0.0"
 description = "Optional static typing for Python"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 mypy-extensions = ">=0.4.3"
@@ -774,62 +694,62 @@ typing-extensions = ">=3.10"
 
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
+install-types = ["pip"]
 python2 = ["typed-ast (>=1.4.0,<2)"]
 reports = ["lxml"]
 
 [[package]]
 name = "mypy-extensions"
-version = "0.4.3"
-description = "Experimental type system extensions for programs checked with the mypy typechecker."
+version = "1.0.0"
+description = "Type system extensions for programs checked with the mypy type checker."
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.5"
 
 [[package]]
 name = "myst-parser"
-version = "0.17.2"
+version = "0.18.1"
 description = "An extended commonmark compliant parser, with bridges to docutils & sphinx."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.dependencies]
-docutils = ">=0.15,<0.18"
+docutils = ">=0.15,<0.20"
 jinja2 = "*"
 markdown-it-py = ">=1.0.0,<3.0.0"
-mdit-py-plugins = ">=0.3.0,<0.4.0"
+mdit-py-plugins = ">=0.3.1,<0.4.0"
 pyyaml = "*"
-sphinx = ">=3.1,<5"
+sphinx = ">=4,<6"
 typing-extensions = "*"
 
 [package.extras]
 code_style = ["pre-commit (>=2.12,<3.0)"]
 linkify = ["linkify-it-py (>=1.0,<2.0)"]
-rtd = ["ipython", "sphinx-book-theme", "sphinx-panels", "sphinxcontrib-bibtex (>=2.4,<3.0)", "sphinxext-rediraffe (>=0.2.7,<0.3.0)", "sphinxcontrib.mermaid (>=0.7.1,<0.8.0)", "sphinxext-opengraph (>=0.6.3,<0.7.0)"]
-testing = ["beautifulsoup4", "coverage", "docutils (>=0.17.0,<0.18.0)", "pytest (>=6,<7)", "pytest-cov", "pytest-regressions", "pytest-param-files (>=0.3.4,<0.4.0)"]
+rtd = ["ipython", "sphinx-book-theme", "sphinx-design", "sphinxcontrib.mermaid (>=0.7.1,<0.8.0)", "sphinxext-opengraph (>=0.6.3,<0.7.0)", "sphinxext-rediraffe (>=0.2.7,<0.3.0)"]
+testing = ["beautifulsoup4", "coverage", "pytest (>=6,<7)", "pytest-cov", "pytest-param-files (>=0.3.4,<0.4.0)", "pytest-regressions", "sphinx (<5.2)", "sphinx-pytest"]
 
 [[package]]
 name = "nodeenv"
-version = "1.6.0"
+version = "1.7.0"
 description = "Node.js virtual environment builder"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
 
 [[package]]
 name = "nox"
-version = "2022.1.7"
+version = "2022.11.21"
 description = "Flexible test automation."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
-argcomplete = ">=1.9.4,<2.0"
+argcomplete = ">=1.9.4,<3.0"
 colorlog = ">=2.6.1,<7.0.0"
 packaging = ">=20.9"
-py = ">=1.4.0,<2.0.0"
-virtualenv = ">=14.0.0"
+virtualenv = ">=14"
 
 [package.extras]
 tox_to_nox = ["jinja2", "tox"]
@@ -849,39 +769,55 @@ tomlkit = ">=0.7.0,<0.8.0"
 
 [[package]]
 name = "numpy"
-version = "1.22.3"
-description = "NumPy is the fundamental package for array computing with Python."
+version = "1.24.2"
+description = "Fundamental package for array computing in Python"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 
 [[package]]
-name = "oauthlib"
-version = "3.2.0"
-description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
+name = "nvidia-cublas-cu11"
+version = "11.10.3.66"
+description = "CUBLAS native runtime libraries"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3"
 
-[package.extras]
-rsa = ["cryptography (>=3.0.0)"]
-signals = ["blinker (>=1.4.0)"]
-signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
+[[package]]
+name = "nvidia-cuda-nvrtc-cu11"
+version = "11.7.99"
+description = "NVRTC native runtime libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
+
+[[package]]
+name = "nvidia-cuda-runtime-cu11"
+version = "11.7.99"
+description = "CUDA Runtime native Libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
+
+[[package]]
+name = "nvidia-cudnn-cu11"
+version = "8.5.0.96"
+description = "cuDNN runtime libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
 
 [[package]]
 name = "packaging"
-version = "21.3"
+version = "23.0"
 description = "Core utilities for Python packages"
 category = "main"
 optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
+python-versions = ">=3.7"
 
 [[package]]
 name = "pandas"
-version = "1.4.2"
+version = "1.5.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
 category = "main"
 optional = false
@@ -889,10 +825,9 @@ python-versions = ">=3.8"
 
 [package.dependencies]
 numpy = [
-    {version = ">=1.18.5", markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\""},
-    {version = ">=1.19.2", markers = "platform_machine == \"aarch64\" and python_version < \"3.10\""},
-    {version = ">=1.20.0", markers = "platform_machine == \"arm64\" and python_version < \"3.10\""},
+    {version = ">=1.20.3", markers = "python_version < \"3.10\""},
     {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
+    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
 ]
 python-dateutil = ">=2.8.1"
 pytz = ">=2020.1"
@@ -902,15 +837,15 @@ test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
 
 [[package]]
 name = "pathspec"
-version = "0.9.0"
+version = "0.11.0"
 description = "Utility library for gitignore style pattern matching of file paths."
 category = "dev"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+python-versions = ">=3.7"
 
 [[package]]
 name = "pbr"
-version = "5.8.1"
+version = "5.11.1"
 description = "Python Build Reasonableness"
 category = "dev"
 optional = false
@@ -918,27 +853,26 @@ python-versions = ">=2.6"
 
 [[package]]
 name = "pep8-naming"
-version = "0.12.1"
+version = "0.13.3"
 description = "Check PEP-8 naming conventions, plugin for flake8"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 
 [package.dependencies]
-flake8 = ">=3.9.1"
-flake8-polyfill = ">=1.0.2,<2"
+flake8 = ">=5.0.0"
 
 [[package]]
 name = "platformdirs"
-version = "2.5.2"
-description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+version = "3.0.0"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)", "sphinx (>=4)"]
-test = ["appdirs (==1.4.4)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)", "pytest (>=6)"]
+docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-autodoc-typehints (>=1.22,!=1.23.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
 
 [[package]]
 name = "pluggy"
@@ -954,23 +888,22 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pre-commit"
-version = "2.18.1"
+version = "3.0.4"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
 cfgv = ">=2.0.0"
 identify = ">=1.0.0"
 nodeenv = ">=0.11.1"
 pyyaml = ">=5.1"
-toml = "*"
-virtualenv = ">=20.0.8"
+virtualenv = ">=20.10.0"
 
 [[package]]
 name = "pre-commit-hooks"
-version = "4.2.0"
+version = "4.4.0"
 description = "Some out-of-the-box hooks for pre-commit."
 category = "dev"
 optional = false
@@ -978,27 +911,11 @@ python-versions = ">=3.7"
 
 [package.dependencies]
 "ruamel.yaml" = ">=0.15"
-toml = "*"
-
-[[package]]
-name = "protobuf"
-version = "3.20.1"
-description = "Protocol Buffers"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[[package]]
-name = "py"
-version = "1.11.0"
-description = "library with cross-python path, ini-parsing, io, code, log facilities"
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "pyarrow"
-version = "7.0.0"
+version = "11.0.0"
 description = "Python library for Apache Arrow"
 category = "main"
 optional = false
@@ -1007,32 +924,13 @@ python-versions = ">=3.7"
 [package.dependencies]
 numpy = ">=1.16.6"
 
-[[package]]
-name = "pyasn1"
-version = "0.4.8"
-description = "ASN.1 types and codecs"
-category = "main"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "pyasn1-modules"
-version = "0.2.8"
-description = "A collection of ASN.1-based protocols modules."
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-pyasn1 = ">=0.4.6,<0.5.0"
-
 [[package]]
 name = "pycodestyle"
-version = "2.8.0"
+version = "2.10.0"
 description = "Python style guide checker"
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.6"
 
 [[package]]
 name = "pydeprecate"
@@ -1044,62 +942,53 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "pydocstyle"
-version = "6.1.1"
+version = "6.3.0"
 description = "Python docstring style checker"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-snowballstemmer = "*"
+snowballstemmer = ">=2.2.0"
 
 [package.extras]
-toml = ["toml"]
+toml = ["tomli (>=1.2.3)"]
 
 [[package]]
 name = "pyflakes"
-version = "2.4.0"
+version = "3.0.1"
 description = "passive checker of Python programs"
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.6"
 
 [[package]]
 name = "pygments"
-version = "2.12.0"
+version = "2.14.0"
 description = "Pygments is a syntax highlighting package written in Python."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 
-[[package]]
-name = "pyparsing"
-version = "3.0.8"
-description = "pyparsing module - Classes and methods to define and execute parsing grammars"
-category = "main"
-optional = false
-python-versions = ">=3.6.8"
-
 [package.extras]
-diagrams = ["railroad-diagrams", "jinja2"]
+plugins = ["importlib-metadata"]
 
 [[package]]
 name = "pytest"
-version = "7.1.2"
+version = "7.2.1"
 description = "pytest: simple powerful testing with Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.dependencies]
-atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
 attrs = ">=19.2.0"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
+exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
 pluggy = ">=0.12,<2.0"
-py = ">=1.8.2"
-tomli = ">=1.0.0"
+tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
 testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
@@ -1128,37 +1017,38 @@ cli = ["click (>=5.0)"]
 
 [[package]]
 name = "pytorch-lightning"
-version = "1.6.2"
+version = "1.9.0"
 description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate."
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.dependencies]
-fsspec = {version = ">=2021.05.0,<2021.06.0 || >2021.06.0", extras = ["http"]}
+fsspec = {version = ">2021.06.0", extras = ["http"]}
+lightning-utilities = ">=0.4.2"
 numpy = ">=1.17.2"
-packaging = ">=17.0"
-pyDeprecate = ">=0.3.1,<0.4.0"
+packaging = ">=17.1"
 PyYAML = ">=5.4"
-tensorboard = ">=2.2.0"
-torch = ">=1.8"
-torchmetrics = ">=0.4.1"
-tqdm = ">=4.41.0"
+torch = ">=1.10.0"
+torchmetrics = ">=0.7.0"
+tqdm = ">=4.57.0"
 typing-extensions = ">=4.0.0"
 
 [package.extras]
-all = ["matplotlib (>3.1)", "horovod (>=0.21.2,!=0.24.0)", "torchtext (>=0.9)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.7.1)", "gcsfs (>=2021.5.0)", "rich (>=10.2.2,<10.15.0 || >=10.16.0)", "neptune-client (>=0.10.0)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)", "coverage (>5.2.0,<6.3)", "codecov (>=2.1)", "pytest (>=6.0)", "pytest-rerunfailures (>=10.2)", "twine (==3.2)", "mypy (>=0.920)", "flake8 (>=3.9.2)", "pre-commit (>=1.0)", "pytest-forked", "sklearn", "jsonargparse", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "onnxruntime", "pandas", "torchvision (>=0.9)", "gym[classic_control] (>=0.17.0)", "ipython"]
-cpu = ["matplotlib (>3.1)", "torchtext (>=0.9)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.7.1)", "gcsfs (>=2021.5.0)", "rich (>=10.2.2,<10.15.0 || >=10.16.0)", "neptune-client (>=0.10.0)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)", "coverage (>5.2.0,<6.3)", "codecov (>=2.1)", "pytest (>=6.0)", "pytest-rerunfailures (>=10.2)", "twine (==3.2)", "mypy (>=0.920)", "flake8 (>=3.9.2)", "pre-commit (>=1.0)", "pytest-forked", "sklearn", "jsonargparse", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "onnxruntime", "pandas", "torchvision (>=0.9)", "gym[classic_control] (>=0.17.0)", "ipython"]
-cpu-extra = ["matplotlib (>3.1)", "torchtext (>=0.9)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.7.1)", "gcsfs (>=2021.5.0)", "rich (>=10.2.2,<10.15.0 || >=10.16.0)"]
-dev = ["matplotlib (>3.1)", "horovod (>=0.21.2,!=0.24.0)", "torchtext (>=0.9)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.7.1)", "gcsfs (>=2021.5.0)", "rich (>=10.2.2,<10.15.0 || >=10.16.0)", "neptune-client (>=0.10.0)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)", "coverage (>5.2.0,<6.3)", "codecov (>=2.1)", "pytest (>=6.0)", "pytest-rerunfailures (>=10.2)", "twine (==3.2)", "mypy (>=0.920)", "flake8 (>=3.9.2)", "pre-commit (>=1.0)", "pytest-forked", "sklearn", "jsonargparse", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "onnxruntime", "pandas"]
-examples = ["torchvision (>=0.9)", "gym[classic_control] (>=0.17.0)", "ipython"]
-extra = ["matplotlib (>3.1)", "horovod (>=0.21.2,!=0.24.0)", "torchtext (>=0.9)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.7.1)", "gcsfs (>=2021.5.0)", "rich (>=10.2.2,<10.15.0 || >=10.16.0)"]
-loggers = ["neptune-client (>=0.10.0)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)"]
-test = ["coverage (>5.2.0,<6.3)", "codecov (>=2.1)", "pytest (>=6.0)", "pytest-rerunfailures (>=10.2)", "twine (==3.2)", "mypy (>=0.920)", "flake8 (>=3.9.2)", "pre-commit (>=1.0)", "pytest-forked", "sklearn", "jsonargparse", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "onnxruntime", "pandas"]
+all = ["deepspeed (>=0.6.0)", "fairscale (>=0.4.5)", "gym[classic_control] (>=0.17.0)", "hivemind (==1.1.5)", "horovod (>=0.21.2,!=0.24.0)", "hydra-core (>=1.0.5)", "ipython[all] (<8.7.1)", "jsonargparse[signatures] (>=4.18.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "rich (>=10.14.0,!=10.15.0.a)", "tensorboardX (>=2.2)", "torchvision (>=0.11.1)"]
+deepspeed = ["deepspeed (>=0.6.0)"]
+dev = ["cloudpickle (>=1.3)", "codecov (==2.1.12)", "coverage (==6.5.0)", "deepspeed (>=0.6.0)", "fairscale (>=0.4.5)", "fastapi (<0.87.0)", "gym[classic_control] (>=0.17.0)", "hivemind (==1.1.5)", "horovod (>=0.21.2,!=0.24.0)", "hydra-core (>=1.0.5)", "ipython[all] (<8.7.1)", "jsonargparse[signatures] (>=4.18.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "onnxruntime (<1.14.0)", "pandas (>1.0)", "pre-commit (==2.20.0)", "protobuf (<=3.20.1)", "psutil (<5.9.5)", "pytest (==7.2.0)", "pytest-cov (==4.0.0)", "pytest-forked (==1.4.0)", "pytest-rerunfailures (==10.3)", "rich (>=10.14.0,!=10.15.0.a)", "scikit-learn (>0.22.1)", "tensorboard (>=2.9.1)", "tensorboardX (>=2.2)", "torchvision (>=0.11.1)", "uvicorn (<0.19.1)"]
+examples = ["gym[classic_control] (>=0.17.0)", "ipython[all] (<8.7.1)", "torchvision (>=0.11.1)"]
+extra = ["hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.18.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "rich (>=10.14.0,!=10.15.0.a)", "tensorboardX (>=2.2)"]
+fairscale = ["fairscale (>=0.4.5)"]
+hivemind = ["hivemind (==1.1.5)"]
+horovod = ["horovod (>=0.21.2,!=0.24.0)"]
+strategies = ["deepspeed (>=0.6.0)", "fairscale (>=0.4.5)", "hivemind (==1.1.5)", "horovod (>=0.21.2,!=0.24.0)"]
+test = ["cloudpickle (>=1.3)", "codecov (==2.1.12)", "coverage (==6.5.0)", "fastapi (<0.87.0)", "onnxruntime (<1.14.0)", "pandas (>1.0)", "pre-commit (==2.20.0)", "protobuf (<=3.20.1)", "psutil (<5.9.5)", "pytest (==7.2.0)", "pytest-cov (==4.0.0)", "pytest-forked (==1.4.0)", "pytest-rerunfailures (==10.3)", "scikit-learn (>0.22.1)", "tensorboard (>=2.9.1)", "uvicorn (<0.19.1)"]
 
 [[package]]
 name = "pytz"
-version = "2022.1"
+version = "2022.7.1"
 description = "World timezone definitions, modern and historical"
 category = "main"
 optional = false
@@ -1166,7 +1056,7 @@ python-versions = "*"
 
 [[package]]
 name = "pyupgrade"
-version = "2.32.0"
+version = "3.3.1"
 description = "A tool to automatically upgrade syntax for newer versions."
 category = "dev"
 optional = false
@@ -1185,7 +1075,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "regex"
-version = "2022.4.24"
+version = "2022.10.31"
 description = "Alternative regular expression module, to replace re."
 category = "main"
 optional = false
@@ -1193,36 +1083,21 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "requests"
-version = "2.27.1"
+version = "2.28.2"
 description = "Python HTTP for Humans."
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+python-versions = ">=3.7, <4"
 
 [package.dependencies]
 certifi = ">=2017.4.17"
-charset-normalizer = {version = ">=2.0.0,<2.1.0", markers = "python_version >= \"3\""}
-idna = {version = ">=2.5,<4", markers = "python_version >= \"3\""}
+charset-normalizer = ">=2,<4"
+idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<1.27"
 
 [package.extras]
-socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
-use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"]
-
-[[package]]
-name = "requests-oauthlib"
-version = "1.3.1"
-description = "OAuthlib authentication support for Requests."
-category = "main"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-
-[package.dependencies]
-oauthlib = ">=3.0.0"
-requests = ">=2.0.0"
-
-[package.extras]
-rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
+socks = ["PySocks (>=1.5.6,!=1.5.7)"]
+use_chardet_on_py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "responses"
@@ -1237,7 +1112,7 @@ requests = ">=2.0,<3.0"
 urllib3 = ">=1.25.10"
 
 [package.extras]
-tests = ["pytest (>=4.6)", "coverage (>=6.0.0)", "pytest-cov", "pytest-localserver", "flake8", "types-mock", "types-requests", "mypy"]
+tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=4.6)", "pytest-cov", "pytest-localserver", "types-mock", "types-requests"]
 
 [[package]]
 name = "restructuredtext-lint"
@@ -1250,17 +1125,6 @@ python-versions = "*"
 [package.dependencies]
 docutils = ">=0.11,<1.0"
 
-[[package]]
-name = "rsa"
-version = "4.8"
-description = "Pure-Python RSA implementation"
-category = "main"
-optional = false
-python-versions = ">=3.6,<4"
-
-[package.dependencies]
-pyasn1 = ">=0.1.3"
-
 [[package]]
 name = "ruamel.yaml"
 version = "0.17.21"
@@ -1278,44 +1142,34 @@ jinja2 = ["ruamel.yaml.jinja2 (>=0.2)"]
 
 [[package]]
 name = "ruamel.yaml.clib"
-version = "0.2.6"
+version = "0.2.7"
 description = "C version of reader, parser and emitter for ruamel.yaml derived from libyaml"
 category = "dev"
 optional = false
 python-versions = ">=3.5"
 
-[[package]]
-name = "sacremoses"
-version = "0.0.49"
-description = "SacreMoses"
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-click = "*"
-joblib = "*"
-regex = "*"
-six = "*"
-tqdm = "*"
-
 [[package]]
 name = "safety"
-version = "1.10.3"
-description = "Checks installed dependencies for known vulnerabilities."
+version = "2.3.4"
+description = "Checks installed dependencies for known vulnerabilities and licenses."
 category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = "*"
 
 [package.dependencies]
-Click = ">=6.0"
-dparse = ">=0.5.1"
-packaging = "*"
+Click = ">=8.0.2"
+dparse = ">=0.6.2"
+packaging = ">=21.0"
 requests = "*"
+"ruamel.yaml" = ">=0.17.21"
+
+[package.extras]
+github = ["jinja2 (>=3.1.0)", "pygithub (>=1.43.3)"]
+gitlab = ["python-gitlab (>=1.3.0)"]
 
 [[package]]
 name = "sh"
-version = "1.14.2"
+version = "1.14.3"
 description = "Python subprocess replacement"
 category = "dev"
 optional = false
@@ -1355,7 +1209,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "sphinx"
-version = "4.5.0"
+version = "5.3.0"
 description = "Python documentation generator"
 category = "dev"
 optional = false
@@ -1363,16 +1217,16 @@ python-versions = ">=3.6"
 
 [package.dependencies]
 alabaster = ">=0.7,<0.8"
-babel = ">=1.3"
-colorama = {version = ">=0.3.5", markers = "sys_platform == \"win32\""}
-docutils = ">=0.14,<0.18"
-imagesize = "*"
-importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
-Jinja2 = ">=2.3"
-packaging = "*"
-Pygments = ">=2.0"
+babel = ">=2.9"
+colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
+docutils = ">=0.14,<0.20"
+imagesize = ">=1.3"
+importlib-metadata = {version = ">=4.8", markers = "python_version < \"3.10\""}
+Jinja2 = ">=3.0"
+packaging = ">=21.0"
+Pygments = ">=2.12"
 requests = ">=2.5.0"
-snowballstemmer = ">=1.1"
+snowballstemmer = ">=2.0"
 sphinxcontrib-applehelp = "*"
 sphinxcontrib-devhelp = "*"
 sphinxcontrib-htmlhelp = ">=2.0.0"
@@ -1382,8 +1236,8 @@ sphinxcontrib-serializinghtml = ">=1.1.5"
 
 [package.extras]
 docs = ["sphinxcontrib-websupport"]
-lint = ["flake8 (>=3.5.0)", "isort", "mypy (>=0.931)", "docutils-stubs", "types-typed-ast", "types-requests"]
-test = ["pytest", "pytest-cov", "html5lib", "cython", "typed-ast"]
+lint = ["docutils-stubs", "flake8 (>=3.5.0)", "flake8-bugbear", "flake8-comprehensions", "flake8-simplify", "isort", "mypy (>=0.981)", "sphinx-lint", "types-requests", "types-typed-ast"]
+test = ["cython", "html5lib", "pytest (>=4.6)", "typed-ast"]
 
 [[package]]
 name = "sphinx-autobuild"
@@ -1401,9 +1255,23 @@ sphinx = "*"
 [package.extras]
 test = ["pytest", "pytest-cov"]
 
+[[package]]
+name = "sphinx-basic-ng"
+version = "1.0.0b1"
+description = "A modern skeleton for Sphinx themes."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+sphinx = ">=4.0"
+
+[package.extras]
+docs = ["furo", "ipython", "myst-parser", "sphinx-copybutton", "sphinx-inline-tabs"]
+
 [[package]]
 name = "sphinx-click"
-version = "4.0.3"
+version = "4.4.0"
 description = "Sphinx extension that automatically documents click applications"
 category = "dev"
 optional = false
@@ -1416,14 +1284,14 @@ sphinx = ">=2.0"
 
 [[package]]
 name = "sphinxcontrib-applehelp"
-version = "1.0.2"
-description = "sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books"
+version = "1.0.4"
+description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
+lint = ["docutils-stubs", "flake8", "mypy"]
 test = ["pytest"]
 
 [[package]]
@@ -1435,20 +1303,20 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
+lint = ["docutils-stubs", "flake8", "mypy"]
 test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-htmlhelp"
-version = "2.0.0"
+version = "2.0.1"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
-test = ["pytest", "html5lib"]
+lint = ["docutils-stubs", "flake8", "mypy"]
+test = ["html5lib", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-jsmath"
@@ -1459,7 +1327,7 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-test = ["pytest", "flake8", "mypy"]
+test = ["flake8", "mypy", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-qthelp"
@@ -1470,7 +1338,7 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
+lint = ["docutils-stubs", "flake8", "mypy"]
 test = ["pytest"]
 
 [[package]]
@@ -1482,64 +1350,27 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
+lint = ["docutils-stubs", "flake8", "mypy"]
 test = ["pytest"]
 
 [[package]]
 name = "stevedore"
-version = "3.5.0"
+version = "4.1.1"
 description = "Manage dynamic plugins for Python applications"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 
 [package.dependencies]
 pbr = ">=2.0.0,<2.1.0 || >2.1.0"
 
-[[package]]
-name = "tensorboard"
-version = "2.8.0"
-description = "TensorBoard lets you watch Tensors Flow"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-absl-py = ">=0.4"
-google-auth = ">=1.6.3,<3"
-google-auth-oauthlib = ">=0.4.1,<0.5"
-grpcio = ">=1.24.3"
-markdown = ">=2.6.8"
-numpy = ">=1.12.0"
-protobuf = ">=3.6.0"
-requests = ">=2.21.0,<3"
-tensorboard-data-server = ">=0.6.0,<0.7.0"
-tensorboard-plugin-wit = ">=1.6.0"
-werkzeug = ">=0.11.15"
-
-[[package]]
-name = "tensorboard-data-server"
-version = "0.6.1"
-description = "Fast data loading for TensorBoard"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[[package]]
-name = "tensorboard-plugin-wit"
-version = "1.8.1"
-description = "What-If Tool TensorBoard plugin."
-category = "main"
-optional = false
-python-versions = "*"
-
 [[package]]
 name = "tokenize-rt"
-version = "4.2.1"
+version = "5.0.0"
 description = "A wrapper around the stdlib `tokenize` which roundtrips."
 category = "dev"
 optional = false
-python-versions = ">=3.6.1"
+python-versions = ">=3.7"
 
 [[package]]
 name = "tokenizers"
@@ -1550,8 +1381,8 @@ optional = false
 python-versions = "*"
 
 [package.extras]
-docs = ["sphinx", "sphinx-rtd-theme", "setuptools-rust"]
-testing = ["pytest", "requests", "numpy", "datasets"]
+docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
+testing = ["datasets", "numpy", "pytest", "requests"]
 
 [[package]]
 name = "toml"
@@ -1579,18 +1410,25 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [[package]]
 name = "torch"
-version = "1.11.0"
+version = "1.13.1"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 category = "main"
 optional = false
 python-versions = ">=3.7.0"
 
 [package.dependencies]
+nvidia-cublas-cu11 = {version = "11.10.3.66", markers = "platform_system == \"Linux\""}
+nvidia-cuda-nvrtc-cu11 = {version = "11.7.99", markers = "platform_system == \"Linux\""}
+nvidia-cuda-runtime-cu11 = {version = "11.7.99", markers = "platform_system == \"Linux\""}
+nvidia-cudnn-cu11 = {version = "8.5.0.96", markers = "platform_system == \"Linux\""}
 typing-extensions = "*"
 
+[package.extras]
+opt-einsum = ["opt-einsum (>=3.3)"]
+
 [[package]]
 name = "torchmetrics"
-version = "0.8.1"
+version = "0.8.2"
 description = "PyTorch native Metrics"
 category = "main"
 optional = false
@@ -1603,26 +1441,26 @@ pyDeprecate = ">=0.3.0,<0.4.0"
 torch = ">=1.3.1"
 
 [package.extras]
-all = ["pystoi", "pesq (>=0.0.3)", "torchvision (>=0.8)", "myst-parser", "docutils (>=0.16)", "sphinx-copybutton (>=0.3)", "nbsphinx (>=0.8)", "sphinxcontrib-fulltoc (>=1.0)", "sphinx-autodoc-typehints (>=1.0)", "sphinx-paramlinks (>=0.5.1)", "sphinx (>=4.0)", "sphinxcontrib-mockautodoc", "sphinx-togglebutton (>=0.2)", "pandoc (>=1.0)", "scipy", "lpips", "torchvision", "torch-fidelity", "pytorch-lightning (>=1.5)", "coverage (>5.2)", "torch-complex", "rouge-score (>=0.0.4)", "cloudpickle (>=1.3)", "sacrebleu (>=2.0.0)", "pytest-cov (>2.10)", "requests", "check-manifest", "mypy (>=0.790)", "twine (>=3.2)", "psutil", "pypesq", "jiwer (>=2.3.0)", "scikit-image (>0.17.1)", "fire", "pytest-doctestplus (>=0.9.0)", "bert-score (==0.3.10)", "transformers (>=4.0)", "pytest (>=6.0.0,<7.0.0)", "pre-commit (>=1.0)", "scikit-learn (>=0.24)", "mir-eval (>=0.6)", "pytorch-msssim", "codecov (>=2.1)", "fast-bss-eval (>=0.1.0)", "phmdoctest (>=1.1.1)", "nltk (>=3.6)", "regex (>=2021.9.24)", "tqdm (>=4.41.0)"]
-audio = ["pystoi", "pesq (>=0.0.3)"]
+all = ["bert-score (==0.3.10)", "check-manifest", "cloudpickle (>=1.3)", "codecov (>=2.1)", "coverage (>5.2)", "docutils (>=0.16)", "fast-bss-eval (>=0.1.0)", "fire", "jiwer (>=2.3.0)", "lpips", "mir-eval (>=0.6)", "mypy (>=0.790)", "myst-parser", "nbsphinx (>=0.8)", "nltk (>=3.6)", "pandoc (>=1.0)", "pesq (>=0.0.3)", "phmdoctest (>=1.1.1)", "pre-commit (>=1.0)", "psutil", "pypesq", "pystoi", "pytest (>=6.0.0,<7.0.0)", "pytest-cov (>2.10)", "pytest-doctestplus (>=0.9.0)", "pytorch-lightning (>=1.5)", "pytorch-msssim", "regex (>=2021.9.24)", "requests", "rouge-score (>=0.0.4)", "sacrebleu (>=2.0.0)", "scikit-image (>0.17.1)", "scikit-learn (>=0.24)", "scipy", "sphinx (>=4.0)", "sphinx-autodoc-typehints (>=1.0)", "sphinx-copybutton (>=0.3)", "sphinx-paramlinks (>=0.5.1)", "sphinx-togglebutton (>=0.2)", "sphinxcontrib-fulltoc (>=1.0)", "sphinxcontrib-mockautodoc", "torch-complex", "torch-fidelity", "torchvision", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>=4.0)", "twine (>=3.2)"]
+audio = ["pesq (>=0.0.3)", "pystoi"]
 detection = ["torchvision (>=0.8)"]
-docs = ["myst-parser", "docutils (>=0.16)", "sphinx-copybutton (>=0.3)", "nbsphinx (>=0.8)", "sphinxcontrib-fulltoc (>=1.0)", "sphinx-autodoc-typehints (>=1.0)", "sphinx-paramlinks (>=0.5.1)", "sphinx (>=4.0)", "sphinxcontrib-mockautodoc", "sphinx-togglebutton (>=0.2)", "pandoc (>=1.0)"]
-image = ["scipy", "lpips", "torchvision", "torch-fidelity"]
+docs = ["docutils (>=0.16)", "myst-parser", "nbsphinx (>=0.8)", "pandoc (>=1.0)", "sphinx (>=4.0)", "sphinx-autodoc-typehints (>=1.0)", "sphinx-copybutton (>=0.3)", "sphinx-paramlinks (>=0.5.1)", "sphinx-togglebutton (>=0.2)", "sphinxcontrib-fulltoc (>=1.0)", "sphinxcontrib-mockautodoc"]
+image = ["lpips", "scipy", "torch-fidelity", "torchvision"]
 integrate = ["pytorch-lightning (>=1.5)"]
-test = ["coverage (>5.2)", "torch-complex", "rouge-score (>=0.0.4)", "cloudpickle (>=1.3)", "sacrebleu (>=2.0.0)", "pytest-cov (>2.10)", "requests", "check-manifest", "mypy (>=0.790)", "twine (>=3.2)", "psutil", "pypesq", "jiwer (>=2.3.0)", "scikit-image (>0.17.1)", "fire", "pytest-doctestplus (>=0.9.0)", "bert-score (==0.3.10)", "transformers (>=4.0)", "pytest (>=6.0.0,<7.0.0)", "pre-commit (>=1.0)", "scikit-learn (>=0.24)", "mir-eval (>=0.6)", "pytorch-msssim", "codecov (>=2.1)", "fast-bss-eval (>=0.1.0)", "phmdoctest (>=1.1.1)"]
+test = ["bert-score (==0.3.10)", "check-manifest", "cloudpickle (>=1.3)", "codecov (>=2.1)", "coverage (>5.2)", "fast-bss-eval (>=0.1.0)", "fire", "jiwer (>=2.3.0)", "mir-eval (>=0.6)", "mypy (>=0.790)", "phmdoctest (>=1.1.1)", "pre-commit (>=1.0)", "psutil", "pypesq", "pytest (>=6.0.0,<7.0.0)", "pytest-cov (>2.10)", "pytest-doctestplus (>=0.9.0)", "pytorch-msssim", "requests", "rouge-score (>=0.0.4)", "sacrebleu (>=2.0.0)", "scikit-image (>0.17.1)", "scikit-learn (>=0.24)", "torch-complex", "transformers (>=4.0)", "twine (>=3.2)"]
 text = ["nltk (>=3.6)", "regex (>=2021.9.24)", "tqdm (>=4.41.0)"]
 
 [[package]]
 name = "tornado"
-version = "6.1"
+version = "6.2"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 category = "dev"
 optional = false
-python-versions = ">= 3.5"
+python-versions = ">= 3.7"
 
 [[package]]
 name = "tqdm"
-version = "4.64.0"
+version = "4.64.1"
 description = "Fast, Extensible Progress Meter"
 category = "main"
 optional = false
@@ -1639,11 +1477,11 @@ telegram = ["requests"]
 
 [[package]]
 name = "transformers"
-version = "4.18.0"
-description = "State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch"
+version = "4.21.3"
+description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 category = "main"
 optional = false
-python-versions = ">=3.6.0"
+python-versions = ">=3.7.0"
 
 [package.dependencies]
 filelock = "*"
@@ -1653,48 +1491,49 @@ packaging = ">=20.0"
 pyyaml = ">=5.1"
 regex = "!=2019.12.17"
 requests = "*"
-sacremoses = "*"
 tokenizers = ">=0.11.1,<0.11.3 || >0.11.3,<0.13"
 tqdm = ">=4.27"
 
 [package.extras]
-all = ["tensorflow (>=2.3)", "onnxconverter-common", "tf2onnx", "torch (>=1.0)", "jax (>=0.2.8,!=0.3.2)", "jaxlib (>=0.1.65)", "flax (>=0.3.5)", "optax (>=0.0.8)", "sentencepiece (>=0.1.91,!=0.1.92)", "protobuf", "tokenizers (>=0.11.1,!=0.11.3,<0.13)", "torchaudio", "librosa", "pyctcdecode (>=0.3.0)", "phonemizer", "pillow", "optuna", "ray", "sigopt", "timm", "codecarbon (==1.2.0)"]
-audio = ["librosa", "pyctcdecode (>=0.3.0)", "phonemizer"]
+accelerate = ["accelerate (>=0.10.0)"]
+all = ["accelerate (>=0.10.0)", "codecarbon (==1.2.0)", "flax (>=0.4.1)", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "librosa", "onnxconverter-common", "optax (>=0.0.8)", "optuna", "phonemizer", "pillow", "protobuf (<=3.20.1)", "pyctcdecode (>=0.3.0)", "ray", "resampy (<0.3.1)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.3)", "tensorflow-text", "tf2onnx", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.13)", "torch (>=1.0,<1.12)", "torchaudio"]
+audio = ["librosa", "phonemizer", "pyctcdecode (>=0.3.0)", "resampy (<0.3.1)"]
 codecarbon = ["codecarbon (==1.2.0)"]
-deepspeed = ["deepspeed (>=0.6.0)"]
-dev = ["tensorflow (>=2.3)", "onnxconverter-common", "tf2onnx", "torch (>=1.0)", "jax (>=0.2.8,!=0.3.2)", "jaxlib (>=0.1.65)", "flax (>=0.3.5)", "optax (>=0.0.8)", "sentencepiece (>=0.1.91,!=0.1.92)", "protobuf", "tokenizers (>=0.11.1,!=0.11.3,<0.13)", "torchaudio", "librosa", "pyctcdecode (>=0.3.0)", "phonemizer", "pillow", "optuna", "ray", "sigopt", "timm", "codecarbon (==1.2.0)", "pytest", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "datasets", "pytest-timeout", "black (>=22.0,<23.0)", "sacrebleu (>=1.4.12,<2.0.0)", "rouge-score", "nltk", "GitPython (<3.1.19)", "hf-doc-builder (>=0.2.0)", "faiss-cpu", "cookiecutter (==1.7.3)", "isort (>=5.5.4)", "flake8 (>=3.8.3)", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "unidic-lite (>=1.0.7)", "unidic (>=1.0.2)", "hf-doc-builder", "scikit-learn"]
-dev-tensorflow = ["pytest", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "datasets", "pytest-timeout", "black (>=22.0,<23.0)", "sacrebleu (>=1.4.12,<2.0.0)", "rouge-score", "nltk", "GitPython (<3.1.19)", "hf-doc-builder (>=0.2.0)", "faiss-cpu", "cookiecutter (==1.7.3)", "tensorflow (>=2.3)", "onnxconverter-common", "tf2onnx", "sentencepiece (>=0.1.91,!=0.1.92)", "protobuf", "tokenizers (>=0.11.1,!=0.11.3,<0.13)", "pillow", "isort (>=5.5.4)", "flake8 (>=3.8.3)", "hf-doc-builder", "scikit-learn", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "librosa", "pyctcdecode (>=0.3.0)", "phonemizer"]
-dev-torch = ["pytest", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "datasets", "pytest-timeout", "black (>=22.0,<23.0)", "sacrebleu (>=1.4.12,<2.0.0)", "rouge-score", "nltk", "GitPython (<3.1.19)", "hf-doc-builder (>=0.2.0)", "faiss-cpu", "cookiecutter (==1.7.3)", "torch (>=1.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "protobuf", "tokenizers (>=0.11.1,!=0.11.3,<0.13)", "torchaudio", "librosa", "pyctcdecode (>=0.3.0)", "phonemizer", "pillow", "optuna", "ray", "sigopt", "timm", "codecarbon (==1.2.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "unidic-lite (>=1.0.7)", "unidic (>=1.0.2)", "hf-doc-builder", "scikit-learn", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"]
-docs = ["tensorflow (>=2.3)", "onnxconverter-common", "tf2onnx", "torch (>=1.0)", "jax (>=0.2.8,!=0.3.2)", "jaxlib (>=0.1.65)", "flax (>=0.3.5)", "optax (>=0.0.8)", "sentencepiece (>=0.1.91,!=0.1.92)", "protobuf", "tokenizers (>=0.11.1,!=0.11.3,<0.13)", "torchaudio", "librosa", "pyctcdecode (>=0.3.0)", "phonemizer", "pillow", "optuna", "ray", "sigopt", "timm", "codecarbon (==1.2.0)", "hf-doc-builder"]
+deepspeed = ["accelerate (>=0.10.0)", "deepspeed (>=0.6.5)"]
+deepspeed-testing = ["GitPython (<3.1.19)", "accelerate (>=0.10.0)", "black (==22.3)", "cookiecutter (==1.7.3)", "datasets", "deepspeed (>=0.6.5)", "dill (<0.3.5)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "optuna", "parameterized", "protobuf (<=3.20.1)", "psutil", "pytest", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "timeout-decorator"]
+dev = ["GitPython (<3.1.19)", "accelerate (>=0.10.0)", "black (==22.3)", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets", "dill (<0.3.5)", "faiss-cpu", "flake8 (>=3.8.3)", "flax (>=0.4.1)", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "librosa", "nltk", "onnxconverter-common", "optax (>=0.0.8)", "optuna", "parameterized", "phonemizer", "pillow", "protobuf (<=3.20.1)", "psutil", "pyctcdecode (>=0.3.0)", "pytest", "pytest-timeout", "pytest-xdist", "ray", "resampy (<0.3.1)", "rjieba", "rouge-score", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.3)", "tensorflow-text", "tf2onnx", "timeout-decorator", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.13)", "torch (>=1.0,<1.12)", "torchaudio", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)"]
+dev-tensorflow = ["GitPython (<3.1.19)", "black (==22.3)", "cookiecutter (==1.7.3)", "datasets", "dill (<0.3.5)", "faiss-cpu", "flake8 (>=3.8.3)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "isort (>=5.5.4)", "librosa", "nltk", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "parameterized", "phonemizer", "pillow", "protobuf (<=3.20.1)", "psutil", "pyctcdecode (>=0.3.0)", "pytest", "pytest-timeout", "pytest-xdist", "resampy (<0.3.1)", "rjieba", "rouge-score", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorflow (>=2.3)", "tensorflow-text", "tf2onnx", "timeout-decorator", "tokenizers (>=0.11.1,!=0.11.3,<0.13)"]
+dev-torch = ["GitPython (<3.1.19)", "black (==22.3)", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets", "dill (<0.3.5)", "faiss-cpu", "flake8 (>=3.8.3)", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "librosa", "nltk", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "pillow", "protobuf (<=3.20.1)", "psutil", "pyctcdecode (>=0.3.0)", "pytest", "pytest-timeout", "pytest-xdist", "ray", "resampy (<0.3.1)", "rjieba", "rouge-score", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "timeout-decorator", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.13)", "torch (>=1.0,<1.12)", "torchaudio", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)"]
+docs = ["accelerate (>=0.10.0)", "codecarbon (==1.2.0)", "flax (>=0.4.1)", "hf-doc-builder", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "librosa", "onnxconverter-common", "optax (>=0.0.8)", "optuna", "phonemizer", "pillow", "protobuf (<=3.20.1)", "pyctcdecode (>=0.3.0)", "ray", "resampy (<0.3.1)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.3)", "tensorflow-text", "tf2onnx", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.13)", "torch (>=1.0,<1.12)", "torchaudio"]
 docs_specific = ["hf-doc-builder"]
 fairscale = ["fairscale (>0.3)"]
-flax = ["jax (>=0.2.8,!=0.3.2)", "jaxlib (>=0.1.65)", "flax (>=0.3.5)", "optax (>=0.0.8)"]
-flax-speech = ["librosa", "pyctcdecode (>=0.3.0)", "phonemizer"]
+flax = ["flax (>=0.4.1)", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "optax (>=0.0.8)"]
+flax-speech = ["librosa", "phonemizer", "pyctcdecode (>=0.3.0)", "resampy (<0.3.1)"]
 ftfy = ["ftfy"]
 integrations = ["optuna", "ray", "sigopt"]
-ja = ["fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "unidic-lite (>=1.0.7)", "unidic (>=1.0.2)"]
+ja = ["fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)"]
 modelcreation = ["cookiecutter (==1.7.3)"]
-onnx = ["onnxconverter-common", "tf2onnx", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"]
+onnx = ["onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "tf2onnx"]
 onnxruntime = ["onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"]
 optuna = ["optuna"]
-quality = ["black (>=22.0,<23.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)", "GitPython (<3.1.19)", "hf-doc-builder (>=0.2.0)"]
+quality = ["GitPython (<3.1.19)", "black (==22.3)", "flake8 (>=3.8.3)", "hf-doc-builder (>=0.3.0)", "isort (>=5.5.4)"]
 ray = ["ray"]
-retrieval = ["faiss-cpu", "datasets"]
+retrieval = ["datasets", "faiss-cpu"]
 sagemaker = ["sagemaker (>=2.31.0)"]
-sentencepiece = ["sentencepiece (>=0.1.91,!=0.1.92)", "protobuf"]
-serving = ["pydantic", "uvicorn", "fastapi", "starlette"]
+sentencepiece = ["protobuf (<=3.20.1)", "sentencepiece (>=0.1.91,!=0.1.92)"]
+serving = ["fastapi", "pydantic", "starlette", "uvicorn"]
 sigopt = ["sigopt"]
 sklearn = ["scikit-learn"]
-speech = ["torchaudio", "librosa", "pyctcdecode (>=0.3.0)", "phonemizer"]
-testing = ["pytest", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "datasets", "pytest-timeout", "black (>=22.0,<23.0)", "sacrebleu (>=1.4.12,<2.0.0)", "rouge-score", "nltk", "GitPython (<3.1.19)", "hf-doc-builder (>=0.2.0)", "faiss-cpu", "cookiecutter (==1.7.3)"]
-tf = ["tensorflow (>=2.3)", "onnxconverter-common", "tf2onnx"]
-tf-cpu = ["tensorflow-cpu (>=2.3)", "onnxconverter-common", "tf2onnx"]
-tf-speech = ["librosa", "pyctcdecode (>=0.3.0)", "phonemizer"]
+speech = ["librosa", "phonemizer", "pyctcdecode (>=0.3.0)", "resampy (<0.3.1)", "torchaudio"]
+testing = ["GitPython (<3.1.19)", "black (==22.3)", "cookiecutter (==1.7.3)", "datasets", "dill (<0.3.5)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf (<=3.20.1)", "psutil", "pytest", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "timeout-decorator"]
+tf = ["onnxconverter-common", "tensorflow (>=2.3)", "tensorflow-text", "tf2onnx"]
+tf-cpu = ["onnxconverter-common", "tensorflow-cpu (>=2.3)", "tensorflow-text", "tf2onnx"]
+tf-speech = ["librosa", "phonemizer", "pyctcdecode (>=0.3.0)", "resampy (<0.3.1)"]
 timm = ["timm"]
 tokenizers = ["tokenizers (>=0.11.1,!=0.11.3,<0.13)"]
-torch = ["torch (>=1.0)"]
-torch-speech = ["torchaudio", "librosa", "pyctcdecode (>=0.3.0)", "phonemizer"]
-torchhub = ["filelock", "huggingface-hub (>=0.1.0,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "torch (>=1.0)", "tokenizers (>=0.11.1,!=0.11.3,<0.13)", "tqdm (>=4.27)"]
+torch = ["torch (>=1.0,<1.12)"]
+torch-speech = ["librosa", "phonemizer", "pyctcdecode (>=0.3.0)", "resampy (<0.3.1)", "torchaudio"]
+torchhub = ["filelock", "huggingface-hub (>=0.1.0,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf (<=3.20.1)", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.11.1,!=0.11.3,<0.13)", "torch (>=1.0,<1.12)", "tqdm (>=4.27)"]
 vision = ["pillow"]
 
 [[package]]
@@ -1706,12 +1545,12 @@ optional = false
 python-versions = ">=3.5.3"
 
 [package.extras]
-doc = ["sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"]
-test = ["pytest", "typing-extensions", "mypy"]
+doc = ["sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["mypy", "pytest", "typing-extensions"]
 
 [[package]]
 name = "types-requests"
-version = "2.27.24"
+version = "2.28.11.12"
 description = "Typing stubs for requests"
 category = "dev"
 optional = false
@@ -1722,7 +1561,7 @@ types-urllib3 = "<1.27"
 
 [[package]]
 name = "types-urllib3"
-version = "1.26.13"
+version = "1.26.25.5"
 description = "Typing stubs for urllib3"
 category = "dev"
 optional = false
@@ -1730,7 +1569,7 @@ python-versions = "*"
 
 [[package]]
 name = "typing-extensions"
-version = "4.2.0"
+version = "4.4.0"
 description = "Backported and Experimental Type Hints for Python 3.7+"
 category = "main"
 optional = false
@@ -1738,53 +1577,41 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "urllib3"
-version = "1.26.9"
+version = "1.26.14"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 
 [package.extras]
-brotli = ["brotlicffi (>=0.8.0)", "brotli (>=1.0.9)", "brotlipy (>=0.6.0)"]
-secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.14.1"
+version = "20.19.0"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+python-versions = ">=3.7"
 
 [package.dependencies]
-distlib = ">=0.3.1,<1"
-filelock = ">=3.2,<4"
-platformdirs = ">=2,<3"
-six = ">=1.9.0,<2"
-
-[package.extras]
-docs = ["proselint (>=0.10.2)", "sphinx (>=3)", "sphinx-argparse (>=0.2.5)", "sphinx-rtd-theme (>=0.4.3)", "towncrier (>=21.3)"]
-testing = ["coverage (>=4)", "coverage-enable-subprocess (>=1)", "flaky (>=3)", "pytest (>=4)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.1)", "pytest-mock (>=2)", "pytest-randomly (>=1)", "pytest-timeout (>=1)", "packaging (>=20.0)"]
-
-[[package]]
-name = "werkzeug"
-version = "2.1.2"
-description = "The comprehensive WSGI web application library."
-category = "main"
-optional = false
-python-versions = ">=3.7"
+distlib = ">=0.3.6,<1"
+filelock = ">=3.4.1,<4"
+platformdirs = ">=2.4,<4"
 
 [package.extras]
-watchdog = ["watchdog"]
+docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=22.12)"]
+test = ["covdefaults (>=2.2.2)", "coverage (>=7.1)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23)", "pytest (>=7.2.1)", "pytest-env (>=0.8.1)", "pytest-freezegun (>=0.4.2)", "pytest-mock (>=3.10)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)"]
 
 [[package]]
 name = "xdoctest"
-version = "1.0.1"
+version = "1.1.1"
 description = "A rewrite of the builtin doctest module"
 category = "dev"
 optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4"
+python-versions = ">=3.6"
 
 [package.dependencies]
 colorama = {version = "*", optional = true, markers = "platform_system == \"Windows\" and extra == \"colors\""}
@@ -1792,19 +1619,21 @@ Pygments = {version = "*", optional = true, markers = "python_version >= \"3.5.0
 six = "*"
 
 [package.extras]
-all = ["cmake", "codecov", "ninja", "pybind11", "scikit-build", "six", "colorama", "pytest", "pytest-cov", "debugpy", "pytest", "pygments", "pytest", "pytest-cov", "pytest", "pytest-cov", "jupyter-client", "ipython", "debugpy", "ipykernel", "pytest", "debugpy", "debugpy", "typing", "debugpy", "ipython-genutils", "pytest", "pygments", "attrs", "jedi", "jinja2", "jupyter-core", "nbconvert", "pytest-cov", "jupyter-client", "ipython", "ipykernel"]
-all-strict = ["cmake (==3.21.2)", "codecov (==2.0.15)", "ninja (==1.10.2)", "pybind11 (==2.7.1)", "scikit-build (==0.11.1)", "six (==1.11.0)", "colorama (==0.4.1)", "pytest-cov (==2.8.1)", "pytest (==4.6.0)", "debugpy (==1.3.0)", "pytest (==4.6.0)", "Pygments (==2.0.0)", "pytest-cov (==2.8.1)", "pytest (==4.6.0)", "pytest-cov (==2.9.0)", "pytest (==4.6.0)", "jupyter-client (==6.1.5)", "IPython (==7.10.0)", "debugpy (==1.0.0)", "ipykernel (==5.2.0)", "pytest (==4.6.0)", "debugpy (==1.0.0)", "debugpy (==1.0.0)", "typing (==3.7.4)", "debugpy (==1.6.0)", "ipython-genutils (==0.2.0)", "pytest (==6.2.5)", "Pygments (==2.4.1)", "attrs (==19.2.0)", "jedi (==0.16)", "jinja2 (==3.0.0)", "jupyter-core (==4.7.0)", "nbconvert (==6.0.0)", "pytest-cov (==3.0.0)", "jupyter-client (==7.0.0)", "IPython (==7.23.1)", "ipykernel (==6.0.0)"]
+all = ["attrs", "codecov", "colorama", "debugpy", "debugpy", "debugpy", "debugpy", "debugpy", "ipykernel", "ipykernel", "ipython", "ipython", "ipython-genutils", "jedi", "jinja2", "jupyter-client", "jupyter-client", "jupyter-core", "nbconvert", "pyflakes", "pygments", "pygments", "pytest", "pytest", "pytest", "pytest-cov", "six", "tomli", "typing"]
+all-strict = ["IPython (==7.10.0)", "IPython (==7.23.1)", "Pygments (==2.0.0)", "Pygments (==2.4.1)", "attrs (==19.2.0)", "codecov (==2.0.15)", "colorama (==0.4.1)", "debugpy (==1.0.0)", "debugpy (==1.0.0)", "debugpy (==1.0.0)", "debugpy (==1.3.0)", "debugpy (==1.6.0)", "ipykernel (==5.2.0)", "ipykernel (==6.0.0)", "ipython-genutils (==0.2.0)", "jedi (==0.16)", "jinja2 (==3.0.0)", "jupyter-client (==6.1.5)", "jupyter-client (==7.0.0)", "jupyter-core (==4.7.0)", "nbconvert (==6.0.0)", "pyflakes (==2.2.0)", "pytest (==4.6.0)", "pytest (==4.6.0)", "pytest (==6.2.5)", "pytest-cov (==3.0.0)", "six (==1.11.0)", "tomli (==0.2.0)", "typing (==3.7.4)"]
 colors = ["colorama", "pygments", "pygments"]
-jupyter = ["debugpy", "jupyter-client", "ipython", "debugpy", "ipykernel", "debugpy", "debugpy", "debugpy", "ipython-genutils", "attrs", "jedi", "jinja2", "jupyter-core", "nbconvert", "jupyter-client", "ipython", "ipykernel"]
-optional-strict = ["colorama (==0.4.1)", "debugpy (==1.3.0)", "tomli (==0.2.0)", "Pygments (==2.0.0)", "jupyter-client (==6.1.5)", "IPython (==7.10.0)", "debugpy (==1.0.0)", "ipykernel (==5.2.0)", "debugpy (==1.0.0)", "debugpy (==1.0.0)", "debugpy (==1.6.0)", "ipython-genutils (==0.2.0)", "Pygments (==2.4.1)", "attrs (==19.2.0)", "jedi (==0.16)", "jinja2 (==3.0.0)", "jupyter-core (==4.7.0)", "nbconvert (==6.0.0)", "jupyter-client (==7.0.0)", "IPython (==7.23.1)", "ipykernel (==6.0.0)"]
-optional = ["colorama", "debugpy", "tomli", "pygments", "jupyter-client", "ipython", "debugpy", "ipykernel", "debugpy", "debugpy", "debugpy", "ipython-genutils", "pygments", "attrs", "jedi", "jinja2", "jupyter-core", "nbconvert", "jupyter-client", "ipython", "ipykernel"]
+jupyter = ["attrs", "debugpy", "debugpy", "debugpy", "debugpy", "debugpy", "ipykernel", "ipykernel", "ipython", "ipython", "ipython-genutils", "jedi", "jinja2", "jupyter-client", "jupyter-client", "jupyter-core", "nbconvert"]
+optional = ["attrs", "colorama", "debugpy", "debugpy", "debugpy", "debugpy", "debugpy", "ipykernel", "ipykernel", "ipython", "ipython", "ipython-genutils", "jedi", "jinja2", "jupyter-client", "jupyter-client", "jupyter-core", "nbconvert", "pyflakes", "pygments", "pygments", "tomli"]
+optional-strict = ["IPython (==7.10.0)", "IPython (==7.23.1)", "Pygments (==2.0.0)", "Pygments (==2.4.1)", "attrs (==19.2.0)", "colorama (==0.4.1)", "debugpy (==1.0.0)", "debugpy (==1.0.0)", "debugpy (==1.0.0)", "debugpy (==1.3.0)", "debugpy (==1.6.0)", "ipykernel (==5.2.0)", "ipykernel (==6.0.0)", "ipython-genutils (==0.2.0)", "jedi (==0.16)", "jinja2 (==3.0.0)", "jupyter-client (==6.1.5)", "jupyter-client (==7.0.0)", "jupyter-core (==4.7.0)", "nbconvert (==6.0.0)", "pyflakes (==2.2.0)", "tomli (==0.2.0)"]
 runtime-strict = ["six (==1.11.0)"]
-tests = ["cmake", "codecov", "ninja", "pybind11", "scikit-build", "pytest", "pytest-cov", "pytest", "pytest", "pytest-cov", "pytest", "pytest-cov", "pytest", "typing", "pytest", "pytest-cov"]
-tests-strict = ["cmake (==3.21.2)", "codecov (==2.0.15)", "ninja (==1.10.2)", "pybind11 (==2.7.1)", "scikit-build (==0.11.1)", "pytest-cov (==2.8.1)", "pytest (==4.6.0)", "pytest (==4.6.0)", "pytest-cov (==2.8.1)", "pytest (==4.6.0)", "pytest-cov (==2.9.0)", "pytest (==4.6.0)", "pytest (==4.6.0)", "typing (==3.7.4)", "pytest (==6.2.5)", "pytest-cov (==3.0.0)"]
+tests = ["codecov", "pytest", "pytest", "pytest", "pytest-cov", "typing"]
+tests-binary = ["cmake", "cmake", "ninja", "ninja", "pybind11", "pybind11", "scikit-build", "scikit-build"]
+tests-binary-strict = ["cmake (==3.21.2)", "cmake (==3.25.0)", "ninja (==1.10.2)", "ninja (==1.11.1)", "pybind11 (==2.10.3)", "pybind11 (==2.7.1)", "scikit-build (==0.11.1)", "scikit-build (==0.16.1)"]
+tests-strict = ["codecov (==2.0.15)", "pytest (==4.6.0)", "pytest (==4.6.0)", "pytest (==6.2.5)", "pytest-cov (==3.0.0)", "typing (==3.7.4)"]
 
 [[package]]
 name = "xxhash"
-version = "3.0.0"
+version = "3.2.0"
 description = "Python binding for xxHash"
 category = "main"
 optional = false
@@ -1812,11 +1641,11 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "yarl"
-version = "1.7.2"
+version = "1.8.2"
 description = "Yet another URL library"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 idna = ">=2.0"
@@ -1824,799 +1653,761 @@ multidict = ">=4.0"
 
 [[package]]
 name = "zipp"
-version = "3.8.0"
+version = "3.12.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
 
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.9"
-content-hash = "d2022584ca0d3a09478040cddd7621df0e6eb5e768ff561de1d0d51457b4f49d"
+content-hash = "cb13694555fc5b11b0e280707b19d768edb089b037c5418c2da84b10e5fdf370"
 
 [metadata.files]
 absl-py = [
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+    {file = "absl-py-1.4.0.tar.gz", hash = "sha256:d2c244d01048ba476e7c080bd2c6df5e141d211de80223460d5b3b8a2a58433d"},
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diff --git a/pyproject.toml b/pyproject.toml
index bf336e47..33467bb9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -31,11 +31,12 @@ classifiers = [
 
 [tool.poetry.dependencies]
 python = "^3.9"
-pytorch-lightning = "^1.6.1"
-datasets = "^2.4.0"
+pytorch-lightning = "^1.9"
+datasets = "~2.9"
 transformers = "^4.18.0"
 huggingface-hub = "^0.5.1"
 torchmetrics = "^0.8.0"
+absl-py = "^1.0.0"
 
 [tool.poetry.dev-dependencies]
 Pygments = ">=2.10.0"
@@ -48,7 +49,7 @@ flake8-bugbear = ">=21.9.2"
 flake8-docstrings = ">=1.6.0"
 flake8-rst-docstrings = ">=0.2.5"
 furo = ">=2021.11.12"
-isort = ">=5.10.1"
+isort = ">=5.12.0"
 mypy = ">=0.930"
 pep8-naming = ">=0.12.1"
 pre-commit = ">=2.16.0"
@@ -66,7 +67,6 @@ sh = "^1.14.2"
 types-requests = "^2.27.7"
 nox = "^2022.1.7"
 nox-poetry = "^0.9.0"
-absl-py = "^1.0.0"
 python-dotenv = "^0.20.0"
 
 [tool.black]
diff --git a/src/pytorch_ie/auto.py b/src/pytorch_ie/auto.py
index 033c8d1a..fd71bfc2 100644
--- a/src/pytorch_ie/auto.py
+++ b/src/pytorch_ie/auto.py
@@ -83,12 +83,12 @@ def from_pretrained(
         pretrained_model_name_or_path: str,
         force_download: bool = False,
         resume_download: bool = False,
-        proxies: Dict = None,
+        proxies: Optional[Dict] = None,
         use_auth_token: Optional[str] = None,
         cache_dir: Optional[str] = None,
         local_files_only: bool = False,
-        taskmodule_kwargs: Dict[str, Any] = None,
-        model_kwargs: Dict[str, Any] = None,
+        taskmodule_kwargs: Optional[Dict[str, Any]] = None,
+        model_kwargs: Optional[Dict[str, Any]] = None,
         device: int = -1,
         binary_output: bool = False,
         **kwargs,
diff --git a/src/pytorch_ie/core/document.py b/src/pytorch_ie/core/document.py
index 03105487..626ee17c 100644
--- a/src/pytorch_ie/core/document.py
+++ b/src/pytorch_ie/core/document.py
@@ -17,8 +17,6 @@
     overload,
 )
 
-from typing_extensions import SupportsIndex, TypeAlias
-
 
 def _enumerate_dependencies(
     resolved: List[str],
@@ -344,7 +342,6 @@ def __post_init__(self):
     def asdict(self):
         dct = {}
         for field in self.fields():
-
             value = getattr(self, field.name)
 
             if isinstance(value, AnnotationList):
diff --git a/src/pytorch_ie/core/hf_hub_mixin.py b/src/pytorch_ie/core/hf_hub_mixin.py
index 7e79653a..bcc24ce5 100644
--- a/src/pytorch_ie/core/hf_hub_mixin.py
+++ b/src/pytorch_ie/core/hf_hub_mixin.py
@@ -92,7 +92,7 @@ def from_pretrained(
         pretrained_model_name_or_path: str,
         force_download: bool = False,
         resume_download: bool = False,
-        proxies: Dict = None,
+        proxies: Optional[Dict] = None,
         use_auth_token: Optional[str] = None,
         cache_dir: Optional[str] = None,
         local_files_only: bool = False,
diff --git a/src/pytorch_ie/data/builder.py b/src/pytorch_ie/data/builder.py
index c6333181..d24b2463 100644
--- a/src/pytorch_ie/data/builder.py
+++ b/src/pytorch_ie/data/builder.py
@@ -24,7 +24,6 @@ class GeneratorBasedBuilder(datasets.builder.GeneratorBasedBuilder):
     BASE_BUILDER_KWARGS_DICT: Optional[Dict[Optional[str], Dict[str, Any]]] = None
 
     def __init__(self, base_dataset_kwargs: Optional[Dict[str, Any]] = None, **kwargs):
-
         self.base_builder = None
         if self.BASE_DATASET_PATH is not None:
             base_dataset_kwargs = base_dataset_kwargs or {}
diff --git a/src/pytorch_ie/data/datamodules/datamodule.py b/src/pytorch_ie/data/datamodules/datamodule.py
index dff0c1b2..7ec3d8d5 100644
--- a/src/pytorch_ie/data/datamodules/datamodule.py
+++ b/src/pytorch_ie/data/datamodules/datamodule.py
@@ -77,7 +77,6 @@ def num_train(self) -> int:
         return len(data_train)
 
     def setup(self, stage: Optional[str] = None, **kwargs):
-
         if stage == "fit" or stage is None:
             if self.prepare_split is None:
                 raise ValueError(f"prepare_data_split is required to prepare the taskmodule")
diff --git a/src/pytorch_ie/data/dataset.py b/src/pytorch_ie/data/dataset.py
index 247ecdc7..8825cc02 100644
--- a/src/pytorch_ie/data/dataset.py
+++ b/src/pytorch_ie/data/dataset.py
@@ -184,7 +184,7 @@ def map(
         drop_last_batch: bool = False,
         remove_columns: Optional[Union[str, List[str]]] = None,
         keep_in_memory: bool = False,
-        load_from_cache_file: bool = None,
+        load_from_cache_file: Optional[bool] = None,
         cache_file_name: Optional[str] = None,
         writer_batch_size: Optional[int] = 1000,
         features: Optional[datasets.Features] = None,
@@ -197,7 +197,6 @@ def map(
         as_documents: bool = True,
         result_document_type: Optional[Type[Document]] = None,
     ) -> "Dataset":
-
         dataset = super().map(
             function=decorate_convert_to_dict_of_lists(function) if as_documents else function,
             with_indices=with_indices,
@@ -208,7 +207,8 @@ def map(
             drop_last_batch=drop_last_batch,
             remove_columns=remove_columns,
             keep_in_memory=keep_in_memory,
-            load_from_cache_file=load_from_cache_file,
+            # ignore typing because typing in Huggingface Dataset.map() is incorrect
+            load_from_cache_file=load_from_cache_file,  # type: ignore
             cache_file_name=cache_file_name,
             writer_batch_size=writer_batch_size,
             features=features,
@@ -234,7 +234,6 @@ def cast_document_type(
         remove_columns: bool = False,
         field_mapping: Optional[Dict[str, str]] = None,
     ) -> "Dataset":
-
         field_mapping = field_mapping or {}
 
         removed_field_names, added_field_names = _check_fields_for_casting(
diff --git a/src/pytorch_ie/data/dataset_formatter.py b/src/pytorch_ie/data/dataset_formatter.py
index 2afab2f7..cdfac3a1 100644
--- a/src/pytorch_ie/data/dataset_formatter.py
+++ b/src/pytorch_ie/data/dataset_formatter.py
@@ -7,8 +7,8 @@
 
 
 class DocumentFormatter(Formatter[Document, list, List[Document]]):
-    def __init__(self, document_type, features=None, decoded=True, **kwargs):
-        super().__init__(features=None, decoded=None)
+    def __init__(self, document_type, features=None, **kwargs):
+        super().__init__(features=None)
         self.document_type = document_type
 
     def format_row(self, pa_table: pa.Table) -> Document:
diff --git a/src/pytorch_ie/models/transformer_token_classification.py b/src/pytorch_ie/models/transformer_token_classification.py
index 79038039..c11386ac 100644
--- a/src/pytorch_ie/models/transformer_token_classification.py
+++ b/src/pytorch_ie/models/transformer_token_classification.py
@@ -64,7 +64,6 @@ def step(
         stage: str,
         batch: TransformerTokenClassificationModelStepBatchEncoding,
     ):
-
         input_, target = batch
         assert target is not None, "target has to be available for training"
 
diff --git a/src/pytorch_ie/taskmodules/transformer_re_text_classification.py b/src/pytorch_ie/taskmodules/transformer_re_text_classification.py
index 2e389032..723cc838 100644
--- a/src/pytorch_ie/taskmodules/transformer_re_text_classification.py
+++ b/src/pytorch_ie/taskmodules/transformer_re_text_classification.py
@@ -295,7 +295,10 @@ def encode_input(
                 document=document, partition=partition, add_special_tokens=add_special_tokens
             )
 
-            for head, tail, in _enumerate_entity_pairs(
+            for (
+                head,
+                tail,
+            ) in _enumerate_entity_pairs(
                 entities=entities,
                 partition=partition,
                 relations=relations,
@@ -473,7 +476,6 @@ def create_annotations_from_output(
     def collate(
         self, task_encodings: Sequence[TransformerReTextClassificationTaskEncoding]
     ) -> TransformerTextClassificationModelStepBatchEncoding:
-
         input_features = [task_encoding.inputs for task_encoding in task_encodings]
 
         inputs: Dict[str, torch.Tensor] = self.tokenizer.pad(
diff --git a/src/pytorch_ie/taskmodules/transformer_token_classification.py b/src/pytorch_ie/taskmodules/transformer_token_classification.py
index 92a4821d..98b83f45 100644
--- a/src/pytorch_ie/taskmodules/transformer_token_classification.py
+++ b/src/pytorch_ie/taskmodules/transformer_token_classification.py
@@ -281,7 +281,6 @@ def create_annotations_from_output(
         task_encoding: TransformerTokenClassificationTaskEncoding,
         task_output: TransformerTokenClassificationTaskOutput,
     ) -> Iterator[Tuple[str, LabeledSpan]]:
-
         offset = 0
         if self.partition_annotation is not None:
             partitions = task_encoding.document[self.partition_annotation]
diff --git a/src/pytorch_ie/utils/span.py b/src/pytorch_ie/utils/span.py
index d25698a1..90f69ea0 100644
--- a/src/pytorch_ie/utils/span.py
+++ b/src/pytorch_ie/utils/span.py
@@ -34,7 +34,7 @@ def __str__(self):
 
 def bio_tags_to_spans(
     tag_sequence: Sequence[str],
-    classes_to_ignore: List[str] = None,
+    classes_to_ignore: Optional[List[str]] = None,
     include_ill_formed: bool = True,
 ) -> List[TypedStringSpan]:
     """
@@ -113,7 +113,7 @@ def bio_tags_to_spans(
 
 
 def io_tags_to_spans(
-    tag_sequence: List[str], classes_to_ignore: List[str] = None
+    tag_sequence: List[str], classes_to_ignore: Optional[List[str]] = None
 ) -> List[TypedStringSpan]:
     """
     Decode spans from simple IO encoding tag sequence, i.e. tags with an expected tag set of labels + "O".


Test patch:
diff --git a/tests/conftest.py b/tests/conftest.py
index 193e6575..7f619a82 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -108,7 +108,6 @@ def documents(dataset):
 
 @pytest.fixture
 def iterable_dataset(iterable_json_dataset):
-
     dataset = datasets.IterableDatasetDict(
         {
             k: IterableDataset.from_hf_dataset(
diff --git a/tests/data/dataset_tester.py b/tests/data/dataset_tester.py
index e6a8a736..d8d83ebb 100644
--- a/tests/data/dataset_tester.py
+++ b/tests/data/dataset_tester.py
@@ -44,7 +44,6 @@ def check_load_dataset(
     ):
         for config in configs:
             with tempfile.TemporaryDirectory() as processed_temp_dir, tempfile.TemporaryDirectory() as raw_temp_dir:
-
                 # create config and dataset
                 dataset_builder_cls = self.load_builder_class(dataset_name, is_local=is_local)
                 name = config.name if config is not None else None
diff --git a/tests/data/test_dataset_casting.py b/tests/data/test_dataset_casting.py
index a65fd948..6fb991cc 100644
--- a/tests/data/test_dataset_casting.py
+++ b/tests/data/test_dataset_casting.py
@@ -206,7 +206,6 @@ def test_cast_document_type_swap_fields(dataset_train):
 
 
 def test_cast_document_type_rename_source_not_available(dataset_train):
-
     with pytest.raises(
         ValueError,
         match=re.escape(
@@ -219,7 +218,6 @@ def test_cast_document_type_rename_source_not_available(dataset_train):
 
 
 def test_cast_document_type_rename_target_not_available(dataset_train):
-
     with pytest.raises(
         ValueError,
         match=re.escape(
@@ -232,7 +230,6 @@ def test_cast_document_type_rename_target_not_available(dataset_train):
 
 
 def test_cast_document_type_rename_wrong_type(dataset_train):
-
     with pytest.raises(ValueError, match=re.escape("new field is not the same as old field:")):
         dataset_train.cast_document_type(
             DocumentWithEntsWrongType, field_mapping={"entities": "ents"}
diff --git a/tests/train/test_training.py b/tests/train/test_training.py
index e488267e..26a44d44 100644
--- a/tests/train/test_training.py
+++ b/tests/train/test_training.py
@@ -54,7 +54,7 @@ def test_transformer_token_classification(model, prepared_taskmodule, documents,
         fast_dev_run=False,
         max_epochs=num_epochs,
         gpus=0,
-        checkpoint_callback=False,
+        enable_checkpointing=False,
         precision=32,
     )
     trainer.fit(model, train_dataloader)
diff --git a/tests/utils/test_window.py b/tests/utils/test_window.py
index 0661c71a..b03deca3 100644
--- a/tests/utils/test_window.py
+++ b/tests/utils/test_window.py
@@ -91,7 +91,6 @@ def test_enumerate_windows_with_overlap2():
 
 
 def test_get_window_around_slice():
-
     # default: result is centered around slice
     window_slice = get_window_around_slice(
         slice=(5, 7), max_window_size=6, available_input_length=10