diff --git a/poetry.lock b/poetry.lock
index bcf0f65..582faca 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -24,7 +24,7 @@ multidict = ">=4.5,<7.0"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["aiodns", "brotli", "cchardet"]
+speedups = ["Brotli", "aiodns", "cchardet"]
 
 [[package]]
 name = "aiosignal"
@@ -142,6 +142,17 @@ category = "main"
 optional = false
 python-versions = "~=3.7"
 
+[[package]]
+name = "Cerberus"
+version = "1.3.4"
+description = "Lightweight, extensible schema and data validation tool for Python dictionaries."
+category = "main"
+optional = false
+python-versions = ">=2.7"
+
+[package.dependencies]
+setuptools = "*"
+
 [[package]]
 name = "certifi"
 version = "2022.6.15"
@@ -203,7 +214,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 name = "coloredlogs"
 version = "15.0.1"
 description = "Colored terminal output for Python's logging module"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
@@ -380,7 +391,7 @@ python-versions = ">=3.6"
 smmap = ">=3.0.1,<6"
 
 [[package]]
-name = "gitpython"
+name = "GitPython"
 version = "3.1.27"
 description = "GitPython is a python library used to interact with Git repositories"
 category = "main"
@@ -439,11 +450,22 @@ six = ">=1.5.2"
 [package.extras]
 protobuf = ["grpcio-tools (>=1.48.1)"]
 
+[[package]]
+name = "h5py"
+version = "3.7.0"
+description = "Read and write HDF5 files from Python"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+numpy = ">=1.14.5"
+
 [[package]]
 name = "humanfriendly"
 version = "10.0"
 description = "Human friendly output for text interfaces using Python"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
@@ -452,7 +474,7 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_ve
 
 [[package]]
 name = "identify"
-version = "2.5.3"
+version = "2.5.5"
 description = "File identification library for Python"
 category = "dev"
 optional = false
@@ -485,17 +507,17 @@ pillow = ">=8.3.2"
 all-plugins = ["astropy", "av", "imageio-ffmpeg", "opencv-python", "psutil", "tifffile"]
 all-plugins-pypy = ["av", "imageio-ffmpeg", "psutil", "tifffile"]
 build = ["wheel"]
-dev = ["black", "flake8", "fsspec", "invoke", "pytest", "pytest-cov"]
+dev = ["black", "flake8", "fsspec[github]", "invoke", "pytest", "pytest-cov"]
 docs = ["numpydoc", "pydata-sphinx-theme", "sphinx"]
 ffmpeg = ["imageio-ffmpeg", "psutil"]
 fits = ["astropy"]
-full = ["astropy", "av", "black", "flake8", "fsspec", "gdal", "imageio-ffmpeg", "invoke", "itk", "numpydoc", "opencv-python", "psutil", "pydata-sphinx-theme", "pytest", "pytest-cov", "sphinx", "tifffile", "wheel"]
+full = ["astropy", "av", "black", "flake8", "fsspec[github]", "gdal", "imageio-ffmpeg", "invoke", "itk", "numpydoc", "opencv-python", "psutil", "pydata-sphinx-theme", "pytest", "pytest-cov", "sphinx", "tifffile", "wheel"]
 gdal = ["gdal"]
 itk = ["itk"]
 linting = ["black", "flake8"]
 opencv = ["opencv-python"]
 pyav = ["av"]
-test = ["fsspec", "invoke", "pytest", "pytest-cov"]
+test = ["fsspec[github]", "invoke", "pytest", "pytest-cov"]
 tifffile = ["tifffile"]
 
 [[package]]
@@ -540,7 +562,7 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=6.0)", "pytest-cov", "p
 
 [[package]]
 name = "ipython"
-version = "8.4.0"
+version = "8.5.0"
 description = "IPython: Productive Interactive Computing"
 category = "dev"
 optional = false
@@ -555,7 +577,7 @@ jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
 pickleshare = "*"
-prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
+prompt-toolkit = ">3.0.1,<3.1.0"
 pygments = ">=2.4.0"
 stack-data = "*"
 traitlets = ">=5"
@@ -655,7 +677,28 @@ optional = false
 python-versions = ">=3.7"
 
 [[package]]
-name = "markdown"
+name = "lightning-bolts"
+version = "0.5.0"
+description = "PyTorch Lightning Bolts is a community contribution for ML researchers."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+packaging = "*"
+pytorch-lightning = ">=1.4.0"
+torch = ">=1.7.1"
+torchmetrics = ">=0.4.1"
+
+[package.extras]
+dev = ["Pillow", "ale-py (>=0.7)", "atari-py (==0.2.6)", "atari-py (>=0.2.0,<0.3.0)", "box2d-py (>=2.3.0,<2.4.0)", "check-manifest", "codecov (>=2.1)", "flake8", "gym[atari] (>=0.17.2,<0.20.0)", "isort (>=5.6.4)", "jsonargparse[signatures]", "matplotlib", "mypy (>=0.790)", "opencv-python-headless", "pre-commit (>=1.0)", "pytest (>=6.0)", "pytest-cov (>2.10)", "scikit-learn (>=0.23)", "scipy", "sparseml", "torchvision (>=0.8.2)", "twine (>=3.2)", "wandb"]
+extra = ["Pillow", "atari-py (>=0.2.0,<0.3.0)", "box2d-py (>=2.3.0,<2.4.0)", "gym[atari] (>=0.17.2,<0.20.0)", "matplotlib", "opencv-python-headless", "scikit-learn (>=0.23)", "scipy", "torchvision (>=0.8.2)", "wandb"]
+loggers = ["matplotlib", "scipy", "wandb"]
+models = ["Pillow", "atari-py (>=0.2.0,<0.3.0)", "box2d-py (>=2.3.0,<2.4.0)", "gym[atari] (>=0.17.2,<0.20.0)", "opencv-python-headless", "scikit-learn (>=0.23)", "torchvision (>=0.8.2)"]
+test = ["ale-py (>=0.7)", "atari-py (==0.2.6)", "check-manifest", "codecov (>=2.1)", "flake8", "isort (>=5.6.4)", "jsonargparse[signatures]", "mypy (>=0.790)", "pre-commit (>=1.0)", "pytest (>=6.0)", "pytest-cov (>2.10)", "scikit-learn (>=0.23)", "sparseml", "twine (>=3.2)"]
+
+[[package]]
+name = "Markdown"
 version = "3.4.1"
 description = "Python implementation of Markdown."
 category = "main"
@@ -669,7 +712,7 @@ importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
 testing = ["coverage", "pyyaml"]
 
 [[package]]
-name = "markupsafe"
+name = "MarkupSafe"
 version = "2.1.1"
 description = "Safely add untrusted strings to HTML/XML markup."
 category = "main"
@@ -783,6 +826,9 @@ category = "dev"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
 
+[package.dependencies]
+setuptools = "*"
+
 [[package]]
 name = "numpy"
 version = "1.23.2"
@@ -840,7 +886,7 @@ sympy = "*"
 name = "onnxruntime-gpu"
 version = "1.12.1"
 description = "ONNX Runtime is a runtime accelerator for Machine Learning models"
-category = "main"
+category = "dev"
 optional = false
 python-versions = "*"
 
@@ -852,6 +898,25 @@ packaging = "*"
 protobuf = "*"
 sympy = "*"
 
+[[package]]
+name = "onnxruntime-training"
+version = "1.12.0"
+description = "ONNX Runtime is a runtime accelerator for Machine Learning models"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+cerberus = "*"
+flatbuffers = "*"
+h5py = "*"
+numpy = ">=1.16.6"
+onnx = "*"
+packaging = "*"
+protobuf = ">=3.12.2,<=3.20.1"
+setuptools = ">=41.4.0"
+sympy = "*"
+
 [[package]]
 name = "opencv-python-headless"
 version = "4.6.0.66"
@@ -927,7 +992,7 @@ optional = false
 python-versions = "*"
 
 [[package]]
-name = "pillow"
+name = "Pillow"
 version = "9.2.0"
 description = "Python Imaging Library (Fork)"
 category = "main"
@@ -1001,7 +1066,7 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "psutil"
-version = "5.9.1"
+version = "5.9.2"
 description = "Cross-platform lib for process and system monitoring in Python."
 category = "main"
 optional = false
@@ -1077,7 +1142,7 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
-name = "pydeprecate"
+name = "pyDeprecate"
 version = "0.3.2"
 description = "Deprecation tooling"
 category = "main"
@@ -1085,7 +1150,7 @@ optional = false
 python-versions = ">=3.6"
 
 [[package]]
-name = "pygments"
+name = "Pygments"
 version = "2.13.0"
 description = "Pygments is a syntax highlighting package written in Python."
 category = "main"
@@ -1110,7 +1175,7 @@ diagrams = ["jinja2", "railroad-diagrams"]
 name = "pyreadline3"
 version = "3.4.1"
 description = "A python implementation of GNU readline."
-category = "main"
+category = "dev"
 optional = false
 python-versions = "*"
 
@@ -1146,10 +1211,10 @@ tqdm = ">=4.57.0"
 typing-extensions = ">=4.0.0"
 
 [package.extras]
-all = ["cloudpickle (>=1.3)", "codecov (>=2.1)", "comet-ml (>=3.1.12)", "coverage (>=6.4)", "deepspeed (>=0.6.0)", "fairscale (>=0.4.5)", "fastapi", "gcsfs (>=2021.5.0)", "gym[classic_control] (>=0.17.0)", "hivemind (>=1.0.1)", "horovod (>=0.21.2,!=0.24.0)", "hydra-core (>=1.0.5)", "ipython", "jsonargparse[signatures] (>=4.12.0)", "matplotlib (>3.1)", "mlflow (>=1.0.0)", "mypy (==0.971)", "neptune-client (>=0.10.0)", "omegaconf (>=2.0.5)", "onnxruntime", "pandas (>1.0)", "pre-commit (>=1.0)", "psutil", "pytest (>=7.0)", "pytest-cov", "pytest-forked", "pytest-rerunfailures (>=10.2)", "rich (>=10.14.0,!=10.15.0.a)", "scikit-learn (>0.22.1)", "test-tube (>=0.7.5)", "torchtext (>=0.10)", "torchvision (>=0.10)", "uvicorn", "wandb (>=0.10.22)"]
+all = ["cloudpickle (>=1.3)", "codecov (>=2.1)", "comet-ml (>=3.1.12)", "coverage (>=6.4)", "deepspeed (>=0.6.0)", "fairscale (>=0.4.5)", "fastapi", "gcsfs (>=2021.5.0)", "gym[classic_control] (>=0.17.0)", "hivemind (>=1.0.1)", "horovod (>=0.21.2,!=0.24.0)", "hydra-core (>=1.0.5)", "ipython[all]", "jsonargparse[signatures] (>=4.12.0)", "matplotlib (>3.1)", "mlflow (>=1.0.0)", "mypy (==0.971)", "neptune-client (>=0.10.0)", "omegaconf (>=2.0.5)", "onnxruntime", "pandas (>1.0)", "pre-commit (>=1.0)", "psutil", "pytest (>=7.0)", "pytest-cov", "pytest-forked", "pytest-rerunfailures (>=10.2)", "rich (>=10.14.0,!=10.15.0.a)", "scikit-learn (>0.22.1)", "test-tube (>=0.7.5)", "torchtext (>=0.10)", "torchvision (>=0.10)", "uvicorn", "wandb (>=0.10.22)"]
 deepspeed = ["deepspeed (>=0.6.0)"]
 dev = ["cloudpickle (>=1.3)", "codecov (>=2.1)", "comet-ml (>=3.1.12)", "coverage (>=6.4)", "fastapi", "gcsfs (>=2021.5.0)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.12.0)", "matplotlib (>3.1)", "mlflow (>=1.0.0)", "mypy (==0.971)", "neptune-client (>=0.10.0)", "omegaconf (>=2.0.5)", "onnxruntime", "pandas (>1.0)", "pre-commit (>=1.0)", "psutil", "pytest (>=7.0)", "pytest-cov", "pytest-forked", "pytest-rerunfailures (>=10.2)", "rich (>=10.14.0,!=10.15.0.a)", "scikit-learn (>0.22.1)", "test-tube (>=0.7.5)", "torchtext (>=0.10)", "uvicorn", "wandb (>=0.10.22)"]
-examples = ["gym[classic_control] (>=0.17.0)", "ipython", "torchvision (>=0.10)"]
+examples = ["gym[classic_control] (>=0.17.0)", "ipython[all]", "torchvision (>=0.10)"]
 extra = ["gcsfs (>=2021.5.0)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.12.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "rich (>=10.14.0,!=10.15.0.a)", "torchtext (>=0.10)"]
 fairscale = ["fairscale (>=0.4.5)"]
 hivemind = ["hivemind (>=1.0.1)"]
@@ -1159,7 +1224,7 @@ strategies = ["deepspeed (>=0.6.0)", "fairscale (>=0.4.5)", "hivemind (>=1.0.1)"
 test = ["cloudpickle (>=1.3)", "codecov (>=2.1)", "coverage (>=6.4)", "fastapi", "mypy (==0.971)", "onnxruntime", "pandas (>1.0)", "pre-commit (>=1.0)", "psutil", "pytest (>=7.0)", "pytest-cov", "pytest-forked", "pytest-rerunfailures (>=10.2)", "scikit-learn (>0.22.1)", "uvicorn"]
 
 [[package]]
-name = "pywavelets"
+name = "PyWavelets"
 version = "1.3.0"
 description = "PyWavelets, wavelet transform module"
 category = "main"
@@ -1178,7 +1243,7 @@ optional = false
 python-versions = "*"
 
 [[package]]
-name = "pyyaml"
+name = "PyYAML"
 version = "6.0"
 description = "YAML parser and emitter for Python"
 category = "main"
@@ -1292,7 +1357,7 @@ tifffile = ">=2019.7.26"
 [package.extras]
 data = ["pooch (>=1.3.0)"]
 docs = ["cloudpickle (>=0.2.1)", "dask[array] (>=0.15.0,!=2.17.0)", "ipywidgets", "kaleido", "matplotlib (>=3.3)", "myst-parser", "numpydoc (>=1.0)", "pandas (>=0.23.0)", "plotly (>=4.14.0)", "pooch (>=1.3.0)", "pytest-runner", "scikit-learn", "seaborn (>=0.7.1)", "sphinx (>=1.8)", "sphinx-copybutton", "sphinx-gallery (>=0.10.1)", "tifffile (>=2020.5.30)"]
-optional = ["astropy (>=3.1.2)", "cloudpickle (>=0.2.1)", "dask[array] (>=1.0.0,!=2.17.0)", "matplotlib (>=3.0.3)", "pooch (>=1.3.0)", "pyamg", "qtpy", "simpleitk"]
+optional = ["SimpleITK", "astropy (>=3.1.2)", "cloudpickle (>=0.2.1)", "dask[array] (>=1.0.0,!=2.17.0)", "matplotlib (>=3.0.3)", "pooch (>=1.3.0)", "pyamg", "qtpy"]
 test = ["asv", "codecov", "flake8", "matplotlib (>=3.0.3)", "pooch (>=1.3.0)", "pytest (>=5.2.0)", "pytest-cov (>=2.7.0)", "pytest-faulthandler", "pytest-localserver"]
 
 [[package]]
@@ -1328,7 +1393,7 @@ numpy = ">=1.18.5,<1.25.0"
 
 [[package]]
 name = "sentry-sdk"
-version = "1.9.7"
+version = "1.9.8"
 description = "Python client for Sentry (https://sentry.io)"
 category = "main"
 optional = false
@@ -1369,6 +1434,19 @@ python-versions = ">=3.7"
 [package.extras]
 test = ["pytest"]
 
+[[package]]
+name = "setuptools"
+version = "65.3.0"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mock", "pip (>=19.1)", "pip-run (>=8.8)", "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", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+
 [[package]]
 name = "setuptools-scm"
 version = "6.4.2"
@@ -1379,6 +1457,7 @@ python-versions = ">=3.6"
 
 [package.dependencies]
 packaging = ">=20.0"
+setuptools = "*"
 tomli = ">=1.0.0"
 
 [package.extras]
@@ -1453,9 +1532,11 @@ markdown = ">=2.6.8"
 numpy = ">=1.12.0"
 protobuf = ">=3.9.2,<3.20"
 requests = ">=2.21.0,<3"
+setuptools = ">=41.0.0"
 tensorboard-data-server = ">=0.6.0,<0.7.0"
 tensorboard-plugin-wit = ">=1.6.0"
 werkzeug = ">=1.0.1"
+wheel = ">=0.26"
 
 [[package]]
 name = "tensorboard-data-server"
@@ -1581,7 +1662,7 @@ python-versions = ">= 3.7"
 
 [[package]]
 name = "tqdm"
-version = "4.64.0"
+version = "4.64.1"
 description = "Fast, Extensible Progress Meter"
 category = "main"
 optional = false
@@ -1665,6 +1746,7 @@ PyYAML = "*"
 requests = ">=2.0.0,<3"
 sentry-sdk = ">=1.0.0"
 setproctitle = "*"
+setuptools = "*"
 shortuuid = ">=0.5.0"
 six = ">=1.13.0"
 
@@ -1688,7 +1770,7 @@ optional = false
 python-versions = "*"
 
 [[package]]
-name = "werkzeug"
+name = "Werkzeug"
 version = "2.2.2"
 description = "The comprehensive WSGI web application library."
 category = "main"
@@ -1701,6 +1783,17 @@ MarkupSafe = ">=2.1.1"
 [package.extras]
 watchdog = ["watchdog"]
 
+[[package]]
+name = "wheel"
+version = "0.37.1"
+description = "A built-package format for Python"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+
+[package.extras]
+test = ["pytest (>=3.0.0)", "pytest-cov"]
+
 [[package]]
 name = "yarl"
 version = "1.8.1"
@@ -1728,7 +1821,7 @@ testing = ["func-timeout", "jaraco.itertools", "pytest (>=6)", "pytest-black (>=
 [metadata]
 lock-version = "1.1"
 python-versions = ">=3.8,<3.11"
-content-hash = "a937d2dadd3250c71c1d8a43a3a4a72ac53e6f3793d856c17a4f4f199de71d0b"
+content-hash = "7bfd78b5b905b80524e0e85692f28b29f7b5a0fa6ad395ab31dc5d0d2d61f60d"
 
 [metadata.files]
 absl-py = [
@@ -1866,6 +1959,9 @@ cachetools = [
     {file = "cachetools-5.2.0-py3-none-any.whl", hash = "sha256:f9f17d2aec496a9aa6b76f53e3b614c965223c061982d434d160f930c698a9db"},
     {file = "cachetools-5.2.0.tar.gz", hash = "sha256:6a94c6402995a99c3970cc7e4884bb60b4a8639938157eeed436098bf9831757"},
 ]
+Cerberus = [
+    {file = "Cerberus-1.3.4.tar.gz", hash = "sha256:d1b21b3954b2498d9a79edf16b3170a3ac1021df88d197dc2ce5928ba519237c"},
+]
 certifi = [
     {file = "certifi-2022.6.15-py3-none-any.whl", hash = "sha256:fe86415d55e84719d75f8b69414f6438ac3547d2078ab91b67e779ef69378412"},
     {file = "certifi-2022.6.15.tar.gz", hash = "sha256:84c85a9078b11105f04f3036a9482ae10e4621616db313fe045dd24743a0820d"},
@@ -2085,7 +2181,7 @@ gitdb = [
     {file = "gitdb-4.0.9-py3-none-any.whl", hash = "sha256:8033ad4e853066ba6ca92050b9df2f89301b8fc8bf7e9324d412a63f8bf1a8fd"},
     {file = "gitdb-4.0.9.tar.gz", hash = "sha256:bac2fd45c0a1c9cf619e63a90d62bdc63892ef92387424b855792a6cabe789aa"},
 ]
-gitpython = [
+GitPython = [
     {file = "GitPython-3.1.27-py3-none-any.whl", hash = "sha256:5b68b000463593e05ff2b261acff0ff0972df8ab1b70d3cdbd41b546c8b8fc3d"},
     {file = "GitPython-3.1.27.tar.gz", hash = "sha256:1c885ce809e8ba2d88a29befeb385fcea06338d3640712b59ca623c220bb5704"},
 ]
@@ -2145,13 +2241,35 @@ grpcio = [
     {file = "grpcio-1.48.1-cp39-cp39-win_amd64.whl", hash = "sha256:2b6c336409937fd1cd2bf78eb72651f44d292d88da5e63059a4e8bd01b9d7411"},
     {file = "grpcio-1.48.1.tar.gz", hash = "sha256:660217eccd2943bf23ea9a36e2a292024305aec04bf747fbcff1f5032b83610e"},
 ]
+h5py = [
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@@ -2770,11 +2897,11 @@ pycparser = [
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 ]
@@ -2794,7 +2921,7 @@ pytorch-lightning = [
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 ]
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@@ -2842,7 +2969,7 @@ pywin32 = [
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 ]
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@@ -3046,8 +3173,8 @@ scipy = [
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@@ -3111,6 +3238,10 @@ setproctitle = [
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 ]
+setuptools = [
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+    {file = "setuptools-65.3.0.tar.gz", hash = "sha256:7732871f4f7fa58fb6bdcaeadb0161b2bd046c85905dbaa066bdcbcc81953b57"},
+]
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@@ -3227,8 +3358,8 @@ tornado = [
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 ]
 tqdm = [
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+    {file = "tqdm-4.64.1.tar.gz", hash = "sha256:5f4f682a004951c1b450bc753c710e9280c5746ce6ffedee253ddbcbf54cf1e4"},
 ]
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@@ -3254,10 +3385,14 @@ wcwidth = [
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 ]
-werkzeug = [
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 ]
+wheel = [
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+    {file = "wheel-0.37.1.tar.gz", hash = "sha256:e9a504e793efbca1b8e0e9cb979a249cf4a0a7b5b8c9e8b65a5e39d49529c1c4"},
+]
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diff --git a/pyproject.toml b/pyproject.toml
index 79d825d..d3418c6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,19 +6,21 @@ version = "1.0.0"
 
 [tool.poetry.dependencies]
 albumentations = "^1.2.1"
+lightning-bolts = "^0.5.0"
 numpy = "^1.23.2"
 onnx = "^1.12.0"
+onnxruntime-training = "^1.12.0"
+pycocotools = "^2.0.4"
 python = ">=3.8,<3.11"
 pytorch-lightning = "^1.7.4"
+rich = "^12.5.1"
 torch = "^1.12.1"
 torchmetrics = "^0.9.3"
 torchvision = "^0.13.1"
 wandb = "^0.13.2"
-rich = "^12.5.1"
-pycocotools = "^2.0.4"
 
 [tool.poetry.dev-dependencies]
-black = { extras = ["jupyter"], version = "^22.8.0" }
+black = {extras = ["jupyter"], version = "^22.8.0"}
 ipykernel = "^6.15.2"
 isort = "^5.10.1"
 matplotlib = "^3.5.3"