diff --git a/.gitignore b/.gitignore
index aa5fe09..f52b409 100644
--- a/.gitignore
+++ b/.gitignore
@@ -4,4 +4,4 @@ datasets
 saved_models_path
 experiments
 *.code-workspace
-**/.ruffcache
\ No newline at end of file
+**/.ruffcache
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000..a3a604a
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,40 @@
+# See https://pre-commit.com for more information
+# See https://pre-commit.com/hooks.html for more hooks
+repos:
+-   repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v3.2.0
+    hooks:
+    -   id: trailing-whitespace
+    -   id: end-of-file-fixer
+    -   id: check-yaml
+    -   id: check-added-large-files
+
+  # Using this mirror lets us use mypyc-compiled black, which is about 2x faster
+-   repo: https://github.com/psf/black-pre-commit-mirror
+    rev: 23.11.0
+    hooks:
+    -   id: black
+
+-   repo: https://github.com/astral-sh/ruff-pre-commit
+    # Ruff version.
+    rev: v0.1.4
+    hooks:
+        # Run the linter.
+        - id: ruff
+          args: [ --fix ]
+        # Run the formatter.
+        - id: ruff-format
+-   repo: https://github.com/pycqa/isort
+    rev: 5.12.0
+    hooks:
+    -   id: isort
+        args: ["--profile", "black", "--filter-files"]
+
+-   repo: https://github.com/python-poetry/poetry
+    rev: 1.7.1  # add version here
+    hooks:
+    -   id: poetry-check
+    -   id: poetry-lock
+        args: ["--no-update"]
+    -   id: poetry-install
+        args: ["--sync"]
diff --git a/poetry.lock b/poetry.lock
index 52778b8..9d417cb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -13,87 +13,87 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.9.0"
+version = "3.9.1"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -121,17 +121,6 @@ files = [
 [package.dependencies]
 frozenlist = ">=1.1.0"
 
-[[package]]
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-version = "0.7.13"
-description = "A configurable sidebar-enabled Sphinx theme"
-optional = false
-python-versions = ">=3.6"
-files = [
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-]
-
 [[package]]
 name = "annotated-types"
 version = "0.6.0"
@@ -196,6 +185,40 @@ files = [
 [package.extras]
 dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
+[[package]]
+name = "bandit"
+version = "1.7.5"
+description = "Security oriented static analyser for python code."
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+colorama = {version = ">=0.3.9", markers = "platform_system == \"Windows\""}
+GitPython = ">=1.0.1"
+PyYAML = ">=5.3.1"
+rich = "*"
+stevedore = ">=1.20.0"
+
+[package.extras]
+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)", "tomli (>=1.1.0)"]
+toml = ["tomli (>=1.1.0)"]
+yaml = ["PyYAML"]
+
+[[package]]
+name = "bitsandbytes"
+version = "0.41.2.post2"
+description = "k-bit optimizers and matrix multiplication routines."
+optional = false
+python-versions = "*"
+files = [
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+]
+
 [[package]]
 name = "black"
 version = "22.12.0"
@@ -244,13 +267,13 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2023.7.22"
+version = "2023.11.17"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [[package]]
@@ -317,6 +340,17 @@ files = [
 [package.dependencies]
 pycparser = "*"
 
+[[package]]
+name = "cfgv"
+version = "3.4.0"
+description = "Validate configuration and produce human readable error messages."
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
 [[package]]
 name = "charset-normalizer"
 version = "3.3.2"
@@ -430,35 +464,6 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
-[[package]]
-name = "cmake"
-version = "3.27.7"
-description = "CMake is an open-source, cross-platform family of tools designed to build, test and package software"
-optional = false
-python-versions = "*"
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+[package.dependencies]
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 [package.extras]
 bokeh = ["bokeh", "selenium"]
 docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.4.1)", "types-Pillow"]
+mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.6.1)", "types-Pillow"]
 test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
-test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
+test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
 
 [[package]]
 name = "cryptography"
-version = "41.0.6"
+version = "41.0.7"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -602,37 +599,16 @@ docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
 tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
-name = "deepspeed"
-version = "0.9.0"
-description = "DeepSpeed library"
+name = "distlib"
+version = "0.3.7"
+description = "Distribution utilities"
 optional = false
 python-versions = "*"
 files = [
-    {file = "deepspeed-0.9.0.tar.gz", hash = "sha256:1301e73b1f52ec857197c1189a263ec2b17c833312bf7cbac74ddb1d6aca142d"},
+    {file = "distlib-0.3.7-py2.py3-none-any.whl", hash = "sha256:2e24928bc811348f0feb63014e97aaae3037f2cf48712d51ae61df7fd6075057"},
+    {file = "distlib-0.3.7.tar.gz", hash = "sha256:9dafe54b34a028eafd95039d5e5d4851a13734540f1331060d31c9916e7147a8"},
 ]
 
-[package.dependencies]
-hjson = "*"
-ninja = "*"
-numpy = "*"
-packaging = ">=20.0"
-psutil = "*"
-py-cpuinfo = "*"
-pydantic = "*"
-torch = "*"
-tqdm = "*"
-
-[package.extras]
-1bit-mpi = ["mpi4py"]
-all = ["autodoc_pydantic", "clang-format (>=14.0.6)", "diffusers", "docutils (<0.18)", "future", "google", "hjson", "importlib-metadata (>=4)", "lm-eval (==0.3.0)", "megatron-lm (==1.1.5)", "mpi4py", "packaging", "pre-commit (>=2.20.0)", "protobuf", "psutil", "py-cpuinfo", "pydantic", "pytest", "pytest-forked", "pytest-randomly", "pytest-xdist", "recommonmark", "sphinx", "sphinx-rtd-theme", "tabulate", "tensorboard", "torch", "torchvision", "tqdm", "transformers", "transformers[sentencepiece]", "triton (==1.0.0)", "triton (==2.0.0.dev20221202)", "wandb", "xgboost"]
-autotuning = ["tabulate"]
-autotuning-ml = ["hjson", "tabulate", "xgboost"]
-dev = ["clang-format (>=14.0.6)", "docutils (<0.18)", "future", "importlib-metadata (>=4)", "megatron-lm (==1.1.5)", "pre-commit (>=2.20.0)", "pytest", "pytest-forked", "pytest-randomly", "pytest-xdist", "recommonmark", "sphinx", "sphinx-rtd-theme", "tensorboard", "torchvision", "transformers", "wandb"]
-inf = ["google", "lm-eval (==0.3.0)", "protobuf", "transformers", "transformers[sentencepiece]"]
-readthedocs = ["autodoc_pydantic", "docutils (<0.18)", "hjson", "packaging", "psutil", "py-cpuinfo", "pydantic", "torch", "tqdm"]
-sd = ["diffusers", "triton (==2.0.0.dev20221202)"]
-sparse-attn = ["triton (==1.0.0)"]
-
 [[package]]
 name = "docformatter"
 version = "1.7.5"
@@ -663,17 +639,6 @@ files = [
     {file = "docstring_parser-0.15.tar.gz", hash = "sha256:48ddc093e8b1865899956fcc03b03e66bb7240c310fac5af81814580c55bf682"},
 ]
 
-[[package]]
-name = "docutils"
-version = "0.20.1"
-description = "Docutils -- Python Documentation Utilities"
-optional = false
-python-versions = ">=3.7"
-files = [
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-    {file = "docutils-0.20.1.tar.gz", hash = "sha256:f08a4e276c3a1583a86dce3e34aba3fe04d02bba2dd51ed16106244e8a923e3b"},
-]
-
 [[package]]
 name = "einops"
 version = "0.6.1"
@@ -703,13 +668,13 @@ typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
 name = "flwr"
-version = "1.5.0"
+version = "1.6.0"
 description = "Flower: A Friendly Federated Learning Framework"
 optional = false
-python-versions = ">=3.7,<4.0"
+python-versions = ">=3.8,<4.0"
 files = [
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 [[package]]
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 [package.extras]
 dev = ["flake8", "markdown", "twine", "wheel"]
 
+[[package]]
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 [[package]]
 name = "hydra-core"
@@ -1064,25 +1049,28 @@ omegaconf = ">=2.2,<2.4"
 packaging = "*"
 
 [[package]]
-name = "idna"
-version = "3.4"
-description = "Internationalized Domain Names in Applications (IDNA)"
+name = "identify"
+version = "2.5.32"
+description = "File identification library for Python"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 files = [
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 ]
 
+[package.extras]
+license = ["ukkonen"]
+
 [[package]]
-name = "imagesize"
-version = "1.4.1"
-description = "Getting image size from png/jpeg/jpeg2000/gif file"
+name = "idna"
+version = "3.6"
+description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.5"
 files = [
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 ]
 
 [[package]]
@@ -1106,13 +1094,13 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 
 [[package]]
 name = "importlib-resources"
-version = "6.1.0"
+version = "6.1.1"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1169,13 +1157,13 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jsonargparse"
-version = "4.26.2"
+version = "4.27.1"
 description = "Implement minimal boilerplate CLIs derived from type hints and parse from command line, config files and environment variables."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1318,16 +1306,17 @@ files = [
 
 [[package]]
 name = "lightning"
-version = "2.1.0"
+version = "2.1.2"
 description = "The Deep Learning framework to train, deploy, and ship AI products Lightning fast."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
+bitsandbytes = {version = "<1.0", optional = true, markers = "extra == \"pytorch-extra\""}
 fsspec = {version = ">2021.06.0,<2025.0", extras = ["http"]}
 hydra-core = {version = ">=1.0.5,<2.0", optional = true, markers = "extra == \"pytorch-extra\""}
 jsonargparse = {version = ">=4.18.0,<5.0", extras = ["signatures"], optional = true, markers = "extra == \"pytorch-extra\""}
@@ -1346,73 +1335,82 @@ tqdm = ">=4.57.0,<6.0"
 typing-extensions = ">=4.0.0,<6.0"
 
 [package.extras]
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 ]
 
+[package.dependencies]
+uc-micro-py = "*"
+
+[package.extras]
+benchmark = ["pytest", "pytest-benchmark"]
+dev = ["black", "flake8", "isort", "pre-commit", "pyproject-flake8"]
+doc = ["myst-parser", "sphinx", "sphinx-book-theme"]
+test = ["coverage", "pytest", "pytest-cov"]
+
 [[package]]
 name = "markdown"
 version = "3.5.1"
@@ -1443,6 +1441,8 @@ files = [
 ]
 
 [package.dependencies]
+linkify-it-py = {version = ">=1,<3", optional = true, markers = "extra == \"linkify\""}
+mdit-py-plugins = {version = "*", optional = true, markers = "extra == \"plugins\""}
 mdurl = ">=0.1,<1.0"
 
 [package.extras]
@@ -1526,39 +1526,39 @@ files = [
 
 [[package]]
 name = "matplotlib"
-version = "3.8.1"
+version = "3.8.2"
 description = "Python plotting package"
 optional = false
 python-versions = ">=3.9"
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+    {file = "matplotlib-3.8.2.tar.gz", hash = "sha256:01a978b871b881ee76017152f1f1a0cbf6bd5f7b8ff8c96df0df1bd57d8755a1"},
 ]
 
 [package.dependencies]
@@ -1573,6 +1573,25 @@ pillow = ">=8"
 pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
 
+[[package]]
+name = "mdit-py-plugins"
+version = "0.4.0"
+description = "Collection of plugins for markdown-it-py"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "mdit_py_plugins-0.4.0.tar.gz", hash = "sha256:d8ab27e9aed6c38aa716819fedfde15ca275715955f8a185a8e1cf90fb1d2c1b"},
+]
+
+[package.dependencies]
+markdown-it-py = ">=1.0.0,<4.0.0"
+
+[package.extras]
+code-style = ["pre-commit"]
+rtd = ["myst-parser", "sphinx-book-theme"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+
 [[package]]
 name = "mdurl"
 version = "0.1.2"
@@ -1643,13 +1662,13 @@ mkdocs = ">=1.1"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.4.7"
+version = "9.4.14"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1672,13 +1691,13 @@ recommended = ["mkdocs-minify-plugin (>=0.7,<1.0)", "mkdocs-redirects (>=1.2,<2.
 
 [[package]]
 name = "mkdocs-material-extensions"
-version = "1.3"
+version = "1.3.1"
 description = "Extension pack for Python Markdown and MkDocs Material."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -1710,17 +1729,17 @@ python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 
 [[package]]
 name = "mkdocstrings-python"
-version = "1.7.3"
+version = "1.7.5"
 description = "A Python handler for mkdocstrings."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "mkdocstrings_python-1.7.3-py3-none-any.whl", hash = "sha256:2439d6ad3e34f0bb4c643b845fb3c06ae9233499a1736f9fa273424b75cc5894"},
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+    {file = "mkdocstrings_python-1.7.5-py3-none-any.whl", hash = "sha256:5f6246026353f0c0785135db70c3fe9a5d9318990fc7ceb11d62097b8ffdd704"},
+    {file = "mkdocstrings_python-1.7.5.tar.gz", hash = "sha256:c7d143728257dbf1aa550446555a554b760dcd40a763f077189d298502b800be"},
 ]
 
 [package.dependencies]
-griffe = ">=0.35"
+griffe = ">=0.37"
 mkdocstrings = ">=0.20"
 
 [[package]]
@@ -1853,31 +1872,18 @@ extra = ["lxml (>=4.6)", "pydot (>=1.4.2)", "pygraphviz (>=1.11)", "sympy (>=1.1
 test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
 [[package]]
-name = "ninja"
-version = "1.11.1.1"
-description = "Ninja is a small build system with a focus on speed"
+name = "nodeenv"
+version = "1.8.0"
+description = "Node.js virtual environment builder"
 optional = false
-python-versions = "*"
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
 files = [
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+    {file = "nodeenv-1.8.0-py2.py3-none-any.whl", hash = "sha256:df865724bb3c3adc86b3876fa209771517b0cfe596beff01a92700e0e8be4cec"},
+    {file = "nodeenv-1.8.0.tar.gz", hash = "sha256:d51e0c37e64fbf47d017feac3145cdbb58836d7eee8c6f6d3b6880c5456227d2"},
 ]
 
-[package.extras]
-test = ["codecov (>=2.0.5)", "coverage (>=4.2)", "flake8 (>=3.0.4)", "pytest (>=4.5.0)", "pytest-cov (>=2.7.1)", "pytest-runner (>=5.1)", "pytest-virtualenv (>=1.7.0)", "virtualenv (>=15.0.3)"]
+[package.dependencies]
+setuptools = "*"
 
 [[package]]
 name = "numpy"
@@ -1914,162 +1920,145 @@ files = [
 ]
 
 [[package]]
-name = "nvidia-cublas-cu11"
-version = "11.10.3.66"
+name = "nvidia-cublas-cu12"
+version = "12.1.3.1"
 description = "CUBLAS native runtime libraries"
 optional = false
 python-versions = ">=3"
 files = [
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+    {file = "nvidia_cublas_cu12-12.1.3.1-py3-none-manylinux1_x86_64.whl", hash = "sha256:ee53ccca76a6fc08fb9701aa95b6ceb242cdaab118c3bb152af4e579af792728"},
+    {file = "nvidia_cublas_cu12-12.1.3.1-py3-none-win_amd64.whl", hash = "sha256:2b964d60e8cf11b5e1073d179d85fa340c120e99b3067558f3cf98dd69d02906"},
 ]
 
-[package.dependencies]
-setuptools = "*"
-wheel = "*"
-
 [[package]]
-name = "nvidia-cuda-cupti-cu11"
-version = "11.7.101"
+name = "nvidia-cuda-cupti-cu12"
+version = "12.1.105"
 description = "CUDA profiling tools runtime libs."
 optional = false
 python-versions = ">=3"
 files = [
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+    {file = "nvidia_cuda_cupti_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:bea8236d13a0ac7190bd2919c3e8e6ce1e402104276e6f9694479e48bb0eb2a4"},
 ]
 
-[package.dependencies]
-setuptools = "*"
-wheel = "*"
-
 [[package]]
-name = "nvidia-cuda-nvrtc-cu11"
-version = "11.7.99"
+name = "nvidia-cuda-nvrtc-cu12"
+version = "12.1.105"
 description = "NVRTC native runtime libraries"
 optional = false
 python-versions = ">=3"
 files = [
-    {file = "nvidia_cuda_nvrtc_cu11-11.7.99-2-py3-none-manylinux1_x86_64.whl", hash = "sha256:9f1562822ea264b7e34ed5930567e89242d266448e936b85bc97a3370feabb03"},
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+    {file = "nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:339b385f50c309763ca65456ec75e17bbefcbbf2893f462cb8b90584cd27a1c2"},
+    {file = "nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:0a98a522d9ff138b96c010a65e145dc1b4850e9ecb75a0172371793752fd46ed"},
 ]
 
-[package.dependencies]
-setuptools = "*"
-wheel = "*"
-
 [[package]]
-name = "nvidia-cuda-runtime-cu11"
-version = "11.7.99"
+name = "nvidia-cuda-runtime-cu12"
+version = "12.1.105"
 description = "CUDA Runtime native Libraries"
 optional = false
 python-versions = ">=3"
 files = [
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+    {file = "nvidia_cuda_runtime_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:6e258468ddf5796e25f1dc591a31029fa317d97a0a94ed93468fc86301d61e40"},
+    {file = "nvidia_cuda_runtime_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:dfb46ef84d73fababab44cf03e3b83f80700d27ca300e537f85f636fac474344"},
 ]
 
-[package.dependencies]
-setuptools = "*"
-wheel = "*"
-
 [[package]]
-name = "nvidia-cudnn-cu11"
-version = "8.5.0.96"
+name = "nvidia-cudnn-cu12"
+version = "8.9.2.26"
 description = "cuDNN runtime libraries"
 optional = false
 python-versions = ">=3"
 files = [
-    {file = "nvidia_cudnn_cu11-8.5.0.96-2-py3-none-manylinux1_x86_64.whl", hash = "sha256:402f40adfc6f418f9dae9ab402e773cfed9beae52333f6d86ae3107a1b9527e7"},
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+    {file = "nvidia_cudnn_cu12-8.9.2.26-py3-none-manylinux1_x86_64.whl", hash = "sha256:5ccb288774fdfb07a7e7025ffec286971c06d8d7b4fb162525334616d7629ff9"},
 ]
 
 [package.dependencies]
-setuptools = "*"
-wheel = "*"
+nvidia-cublas-cu12 = "*"
 
 [[package]]
-name = "nvidia-cufft-cu11"
-version = "10.9.0.58"
+name = "nvidia-cufft-cu12"
+version = "11.0.2.54"
 description = "CUFFT native runtime libraries"
 optional = false
 python-versions = ">=3"
 files = [
-    {file = "nvidia_cufft_cu11-10.9.0.58-py3-none-manylinux1_x86_64.whl", hash = "sha256:222f9da70c80384632fd6035e4c3f16762d64ea7a843829cb278f98b3cb7dd81"},
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+    {file = "nvidia_cufft_cu12-11.0.2.54-py3-none-manylinux1_x86_64.whl", hash = "sha256:794e3948a1aa71fd817c3775866943936774d1c14e7628c74f6f7417224cdf56"},
+    {file = "nvidia_cufft_cu12-11.0.2.54-py3-none-win_amd64.whl", hash = "sha256:d9ac353f78ff89951da4af698f80870b1534ed69993f10a4cf1d96f21357e253"},
 ]
 
 [[package]]
-name = "nvidia-curand-cu11"
-version = "10.2.10.91"
+name = "nvidia-curand-cu12"
+version = "10.3.2.106"
 description = "CURAND native runtime libraries"
 optional = false
 python-versions = ">=3"
 files = [
-    {file = "nvidia_curand_cu11-10.2.10.91-py3-none-manylinux1_x86_64.whl", hash = "sha256:eecb269c970fa599a2660c9232fa46aaccbf90d9170b96c462e13bcb4d129e2c"},
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+    {file = "nvidia_curand_cu12-10.3.2.106-py3-none-manylinux1_x86_64.whl", hash = "sha256:9d264c5036dde4e64f1de8c50ae753237c12e0b1348738169cd0f8a536c0e1e0"},
+    {file = "nvidia_curand_cu12-10.3.2.106-py3-none-win_amd64.whl", hash = "sha256:75b6b0c574c0037839121317e17fd01f8a69fd2ef8e25853d826fec30bdba74a"},
 ]
 
-[package.dependencies]
-setuptools = "*"
-wheel = "*"
-
 [[package]]
-name = "nvidia-cusolver-cu11"
-version = "11.4.0.1"
+name = "nvidia-cusolver-cu12"
+version = "11.4.5.107"
 description = "CUDA solver native runtime libraries"
 optional = false
 python-versions = ">=3"
 files = [
-    {file = "nvidia_cusolver_cu11-11.4.0.1-2-py3-none-manylinux1_x86_64.whl", hash = "sha256:72fa7261d755ed55c0074960df5904b65e2326f7adce364cbe4945063c1be412"},
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+    {file = "nvidia_cusolver_cu12-11.4.5.107-py3-none-manylinux1_x86_64.whl", hash = "sha256:8a7ec542f0412294b15072fa7dab71d31334014a69f953004ea7a118206fe0dd"},
+    {file = "nvidia_cusolver_cu12-11.4.5.107-py3-none-win_amd64.whl", hash = "sha256:74e0c3a24c78612192a74fcd90dd117f1cf21dea4822e66d89e8ea80e3cd2da5"},
 ]
 
 [package.dependencies]
-setuptools = "*"
-wheel = "*"
+nvidia-cublas-cu12 = "*"
+nvidia-cusparse-cu12 = "*"
+nvidia-nvjitlink-cu12 = "*"
 
 [[package]]
-name = "nvidia-cusparse-cu11"
-version = "11.7.4.91"
+name = "nvidia-cusparse-cu12"
+version = "12.1.0.106"
 description = "CUSPARSE native runtime libraries"
 optional = false
 python-versions = ">=3"
 files = [
-    {file = "nvidia_cusparse_cu11-11.7.4.91-py3-none-manylinux1_x86_64.whl", hash = "sha256:a3389de714db63321aa11fbec3919271f415ef19fda58aed7f2ede488c32733d"},
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+    {file = "nvidia_cusparse_cu12-12.1.0.106-py3-none-manylinux1_x86_64.whl", hash = "sha256:f3b50f42cf363f86ab21f720998517a659a48131e8d538dc02f8768237bd884c"},
+    {file = "nvidia_cusparse_cu12-12.1.0.106-py3-none-win_amd64.whl", hash = "sha256:b798237e81b9719373e8fae8d4f091b70a0cf09d9d85c95a557e11df2d8e9a5a"},
 ]
 
 [package.dependencies]
-setuptools = "*"
-wheel = "*"
+nvidia-nvjitlink-cu12 = "*"
 
 [[package]]
-name = "nvidia-nccl-cu11"
-version = "2.14.3"
+name = "nvidia-nccl-cu12"
+version = "2.18.1"
 description = "NVIDIA Collective Communication Library (NCCL) Runtime"
 optional = false
 python-versions = ">=3"
 files = [
-    {file = "nvidia_nccl_cu11-2.14.3-py3-none-manylinux1_x86_64.whl", hash = "sha256:5e5534257d1284b8e825bc3a182c6f06acd6eb405e9f89d49340e98cd8f136eb"},
+    {file = "nvidia_nccl_cu12-2.18.1-py3-none-manylinux1_x86_64.whl", hash = "sha256:1a6c4acefcbebfa6de320f412bf7866de856e786e0462326ba1bac40de0b5e71"},
 ]
 
 [[package]]
-name = "nvidia-nvtx-cu11"
-version = "11.7.91"
-description = "NVIDIA Tools Extension"
+name = "nvidia-nvjitlink-cu12"
+version = "12.3.101"
+description = "Nvidia JIT LTO Library"
 optional = false
 python-versions = ">=3"
 files = [
-    {file = "nvidia_nvtx_cu11-11.7.91-py3-none-manylinux1_x86_64.whl", hash = "sha256:b22c64eee426a62fc00952b507d6d29cf62b4c9df7a480fcc417e540e05fd5ac"},
-    {file = "nvidia_nvtx_cu11-11.7.91-py3-none-win_amd64.whl", hash = "sha256:dfd7fcb2a91742513027d63a26b757f38dd8b07fecac282c4d132a9d373ff064"},
+    {file = "nvidia_nvjitlink_cu12-12.3.101-py3-none-manylinux1_x86_64.whl", hash = "sha256:64335a8088e2b9d196ae8665430bc6a2b7e6ef2eb877a9c735c804bd4ff6467c"},
+    {file = "nvidia_nvjitlink_cu12-12.3.101-py3-none-win_amd64.whl", hash = "sha256:1b2e317e437433753530792f13eece58f0aec21a2b05903be7bffe58a606cbd1"},
 ]
 
-[package.dependencies]
-setuptools = "*"
-wheel = "*"
+[[package]]
+name = "nvidia-nvtx-cu12"
+version = "12.1.105"
+description = "NVIDIA Tools Extension"
+optional = false
+python-versions = ">=3"
+files = [
+    {file = "nvidia_nvtx_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:dc21cf308ca5691e7c04d962e213f8a4aa9bbfa23d95412f452254c2caeb09e5"},
+    {file = "nvidia_nvtx_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:65f4d98982b31b60026e0e6de73fbdfc09d08a96f4656dd3665ca616a11e1e82"},
+]
 
 [[package]]
 name = "oauthlib"
@@ -2134,6 +2123,17 @@ files = [
     {file = "pathspec-0.11.2.tar.gz", hash = "sha256:e0d8d0ac2f12da61956eb2306b69f9469b42f4deb0f3cb6ed47b9cce9996ced3"},
 ]
 
+[[package]]
+name = "pbr"
+version = "6.0.0"
+description = "Python Build Reasonableness"
+optional = false
+python-versions = ">=2.6"
+files = [
+    {file = "pbr-6.0.0-py2.py3-none-any.whl", hash = "sha256:4a7317d5e3b17a3dccb6a8cfe67dab65b20551404c52c8ed41279fa4f0cb4cda"},
+    {file = "pbr-6.0.0.tar.gz", hash = "sha256:d1377122a5a00e2f940ee482999518efe16d745d423a670c27773dfbc3c9a7d9"},
+]
+
 [[package]]
 name = "pillow"
 version = "10.1.0"
@@ -2203,19 +2203,37 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
 
 [[package]]
 name = "platformdirs"
-version = "3.11.0"
+version = "4.0.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "platformdirs-3.11.0-py3-none-any.whl", hash = "sha256:e9d171d00af68be50e9202731309c4e658fd8bc76f55c11c7dd760d023bda68e"},
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+    {file = "platformdirs-4.0.0-py3-none-any.whl", hash = "sha256:118c954d7e949b35437270383a3f2531e99dd93cf7ce4dc8340d3356d30f173b"},
+    {file = "platformdirs-4.0.0.tar.gz", hash = "sha256:cb633b2bcf10c51af60beb0ab06d2f1d69064b43abf4c185ca6b28865f3f9731"},
 ]
 
 [package.extras]
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"]
 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
 
+[[package]]
+name = "pre-commit"
+version = "3.5.0"
+description = "A framework for managing and maintaining multi-language pre-commit hooks."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pre_commit-3.5.0-py2.py3-none-any.whl", hash = "sha256:841dc9aef25daba9a0238cd27984041fa0467b4199fc4852e27950664919f660"},
+    {file = "pre_commit-3.5.0.tar.gz", hash = "sha256:5804465c675b659b0862f07907f96295d490822a450c4c40e747d0b1c6ebcb32"},
+]
+
+[package.dependencies]
+cfgv = ">=2.0.0"
+identify = ">=1.0.0"
+nodeenv = ">=0.11.1"
+pyyaml = ">=5.1"
+virtualenv = ">=20.10.0"
+
 [[package]]
 name = "protobuf"
 version = "3.20.3"
@@ -2247,54 +2265,15 @@ files = [
     {file = "protobuf-3.20.3.tar.gz", hash = "sha256:2e3427429c9cffebf259491be0af70189607f365c2f41c7c3764af6f337105f2"},
 ]
 
-[[package]]
-name = "psutil"
-version = "5.9.6"
-description = "Cross-platform lib for process and system monitoring in Python."
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
-files = [
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-    {file = "psutil-5.9.6-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:91ecd2d9c00db9817a4b4192107cf6954addb5d9d67a969a4f436dbc9200f88c"},
-    {file = "psutil-5.9.6-cp27-cp27m-manylinux2010_x86_64.whl", hash = "sha256:10e8c17b4f898d64b121149afb136c53ea8b68c7531155147867b7b1ac9e7e28"},
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-[[package]]
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-description = "Get CPU info with pure Python"
-optional = false
-python-versions = "*"
-files = [
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-]
-
 [[package]]
 name = "pyasn1"
-version = "0.5.0"
+version = "0.5.1"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
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 [[package]]
@@ -2497,31 +2476,32 @@ typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
 [[package]]
 name = "pygments"
-version = "2.16.1"
+version = "2.17.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "Pygments-2.16.1.tar.gz", hash = "sha256:1daff0494820c69bc8941e407aa20f577374ee88364ee10a98fdbe0aece96e29"},
+    {file = "pygments-2.17.2-py3-none-any.whl", hash = "sha256:b27c2826c47d0f3219f29554824c30c5e8945175d888647acd804ddd04af846c"},
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 ]
 
 [package.extras]
 plugins = ["importlib-metadata"]
+windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pymdown-extensions"
-version = "10.3.1"
+version = "10.5"
 description = "Extension pack for Python Markdown."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-markdown = ">=3.2"
+markdown = ">=3.5"
 pyyaml = "*"
 
 [package.extras]
@@ -2557,13 +2537,13 @@ six = ">=1.5"
 
 [[package]]
 name = "pytorch-lightning"
-version = "2.1.0"
+version = "2.1.2"
 description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "pytorch-lightning-2.1.2.tar.gz", hash = "sha256:58e26406215f3bfafe1b9b5b4bf37c9b8cff16494f7fd60e4db1ae37461b2b28"},
+    {file = "pytorch_lightning-2.1.2-py3-none-any.whl", hash = "sha256:8cf4a45f74e11f8ef3ad46bebb4a621eca7a990826226390767f948e86fff542"},
 ]
 
 [package.dependencies]
@@ -2578,11 +2558,11 @@ tqdm = ">=4.57.0"
 typing-extensions = ">=4.0.0"
 
 [package.extras]
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+all = ["bitsandbytes (<=0.41.1)", "deepspeed (>=0.8.2,<=0.9.3)", "gym[classic-control] (>=0.17.0)", "hydra-core (>=1.0.5)", "ipython[all] (<8.15.0)", "jsonargparse[signatures] (>=4.18.0)", "lightning-utilities (>=0.8.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "rich (>=12.3.0)", "tensorboardX (>=2.2)", "torchmetrics (>=0.10.0)", "torchvision (>=0.13.0)"]
 deepspeed = ["deepspeed (>=0.8.2,<=0.9.3)"]
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 examples = ["gym[classic-control] (>=0.17.0)", "ipython[all] (<8.15.0)", "lightning-utilities (>=0.8.0)", "torchmetrics (>=0.10.0)", "torchvision (>=0.13.0)"]
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+extra = ["bitsandbytes (<=0.41.1)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.18.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "rich (>=12.3.0)", "tensorboardX (>=2.2)"]
 strategies = ["deepspeed (>=0.8.2,<=0.9.3)"]
 test = ["cloudpickle (>=1.3)", "coverage (==7.3.1)", "fastapi", "onnx (>=0.14.0)", "onnxruntime (>=0.15.0)", "pandas (>1.0)", "psutil (<5.9.6)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)", "pytest-random-order (==1.1.0)", "pytest-rerunfailures (==12.0)", "pytest-timeout (==2.1.0)", "scikit-learn (>0.22.1)", "tensorboard (>=2.9.1)", "uvicorn"]
 
@@ -2797,13 +2777,13 @@ rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
 [[package]]
 name = "rich"
-version = "13.6.0"
+version = "13.7.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.7.0"
 files = [
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+    {file = "rich-13.7.0-py3-none-any.whl", hash = "sha256:6da14c108c4866ee9520bbffa71f6fe3962e193b7da68720583850cd4548e235"},
+    {file = "rich-13.7.0.tar.gz", hash = "sha256:5cb5123b5cf9ee70584244246816e9114227e0b98ad9176eede6ad54bf5403fa"},
 ]
 
 [package.dependencies]
@@ -2855,17 +2835,17 @@ files = [
 
 [[package]]
 name = "setuptools"
-version = "68.2.2"
+version = "69.0.2"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "setuptools-68.2.2.tar.gz", hash = "sha256:4ac1475276d2f1c48684874089fefcd83bd7162ddaafb81fac866ba0db282a87"},
+    {file = "setuptools-69.0.2-py3-none-any.whl", hash = "sha256:1e8fdff6797d3865f37397be788a4e3cba233608e9b509382a2777d25ebde7f2"},
+    {file = "setuptools-69.0.2.tar.gz", hash = "sha256:735896e78a4742605974de002ac60562d286fa8051a7e2299445e8e8fbb01aa6"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
 testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
@@ -2892,154 +2872,29 @@ files = [
 ]
 
 [[package]]
-name = "snowballstemmer"
-version = "2.2.0"
-description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
-optional = false
-python-versions = "*"
-files = [
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-]
-
-[[package]]
-name = "sphinx"
-version = "7.2.6"
-description = "Python documentation generator"
-optional = false
-python-versions = ">=3.9"
-files = [
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-
-[package.dependencies]
-alabaster = ">=0.7,<0.8"
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-docutils = ">=0.18.1,<0.21"
-imagesize = ">=1.3"
-importlib-metadata = {version = ">=4.8", markers = "python_version < \"3.10\""}
-Jinja2 = ">=3.0"
-packaging = ">=21.0"
-Pygments = ">=2.14"
-requests = ">=2.25.0"
-snowballstemmer = ">=2.0"
-sphinxcontrib-applehelp = "*"
-sphinxcontrib-devhelp = "*"
-sphinxcontrib-htmlhelp = ">=2.0.0"
-sphinxcontrib-jsmath = "*"
-sphinxcontrib-qthelp = "*"
-sphinxcontrib-serializinghtml = ">=1.1.9"
-
-[package.extras]
-docs = ["sphinxcontrib-websupport"]
-lint = ["docutils-stubs", "flake8 (>=3.5.0)", "flake8-simplify", "isort", "mypy (>=0.990)", "ruff", "sphinx-lint", "types-requests"]
-test = ["cython (>=3.0)", "filelock", "html5lib", "pytest (>=4.6)", "setuptools (>=67.0)"]
-
-[[package]]
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-version = "1.0.7"
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-optional = false
-python-versions = ">=3.9"
-files = [
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-
-[package.dependencies]
-Sphinx = ">=5"
-
-[package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
-test = ["pytest"]
-
-[[package]]
-name = "sphinxcontrib-devhelp"
-version = "1.0.5"
-description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
-optional = false
-python-versions = ">=3.9"
-files = [
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-
-[package.dependencies]
-Sphinx = ">=5"
-
-[package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
-test = ["pytest"]
-
-[[package]]
-name = "sphinxcontrib-htmlhelp"
-version = "2.0.4"
-description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
-optional = false
-python-versions = ">=3.9"
-files = [
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-
-[package.dependencies]
-Sphinx = ">=5"
-
-[package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
-test = ["html5lib", "pytest"]
-
-[[package]]
-name = "sphinxcontrib-jsmath"
-version = "1.0.1"
-description = "A sphinx extension which renders display math in HTML via JavaScript"
-optional = false
-python-versions = ">=3.5"
-files = [
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-
-[package.extras]
-test = ["flake8", "mypy", "pytest"]
-
-[[package]]
-name = "sphinxcontrib-qthelp"
-version = "1.0.6"
-description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
+name = "smmap"
+version = "5.0.1"
+description = "A pure Python implementation of a sliding window memory map manager"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.7"
 files = [
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-[package.dependencies]
-Sphinx = ">=5"
-
-[package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
-test = ["pytest"]
-
 [[package]]
-name = "sphinxcontrib-serializinghtml"
-version = "1.1.9"
-description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
+name = "stevedore"
+version = "5.1.0"
+description = "Manage dynamic plugins for Python applications"
 optional = false
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+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
-Sphinx = ">=5"
-
-[package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
-test = ["pytest"]
+pbr = ">=2.0.0,<2.1.0 || >2.1.0"
 
 [[package]]
 name = "sympy"
@@ -3057,12 +2912,12 @@ mpmath = ">=0.19"
 
 [[package]]
 name = "tensorboard"
-version = "2.15.0"
+version = "2.15.1"
 description = "TensorBoard lets you watch Tensors Flow"
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 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -3107,6 +2962,26 @@ numpy = "*"
 packaging = "*"
 protobuf = ">=3.20"
 
+[[package]]
+name = "textual"
+version = "0.43.2"
+description = "Modern Text User Interface framework"
+optional = false
+python-versions = ">=3.7,<4.0"
+files = [
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+]
+
+[package.dependencies]
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+markdown-it-py = {version = ">=2.1.0", extras = ["linkify", "plugins"]}
+rich = ">=13.3.3"
+typing-extensions = ">=4.4.0,<5.0.0"
+
+[package.extras]
+syntax = ["tree-sitter (>=0.20.1,<0.21.0)", "tree_sitter_languages (>=1.7.0)"]
+
 [[package]]
 name = "tomli"
 version = "2.0.1"
@@ -3120,119 +2995,119 @@ files = [
 
 [[package]]
 name = "torch"
-version = "2.0.0"
+version = "2.1.1"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 optional = false
 python-versions = ">=3.8.0"
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 ]
 
 [package.dependencies]
 filelock = "*"
+fsspec = "*"
 jinja2 = "*"
 networkx = "*"
-nvidia-cublas-cu11 = {version = "11.10.3.66", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
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-nvidia-nvtx-cu11 = {version = "11.7.91", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cublas-cu12 = {version = "12.1.3.1", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cuda-cupti-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cuda-nvrtc-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cuda-runtime-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
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+nvidia-cufft-cu12 = {version = "11.0.2.54", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-curand-cu12 = {version = "10.3.2.106", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cusolver-cu12 = {version = "11.4.5.107", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cusparse-cu12 = {version = "12.1.0.106", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-nccl-cu12 = {version = "2.18.1", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-nvtx-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 sympy = "*"
-triton = {version = "2.0.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+triton = {version = "2.1.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 typing-extensions = "*"
 
 [package.extras]
+dynamo = ["jinja2"]
 opt-einsum = ["opt-einsum (>=3.3)"]
 
 [[package]]
 name = "torchmetrics"
-version = "0.10.3"
+version = "1.2.0"
 description = "PyTorch native Metrics"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-numpy = ">=1.17.2"
-packaging = "*"
-torch = ">=1.3.1"
+lightning-utilities = ">=0.8.0"
+numpy = ">1.20.0"
+torch = ">=1.8.1"
 
 [package.extras]
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-detection = ["pycocotools", "torchvision (>=0.8)"]
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-text = ["nltk (>=3.6)", "regex (>=2021.9.24)", "tqdm (>=4.41.0)"]
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 requests = "*"
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 [package.extras]
 scipy = ["scipy"]
@@ -3259,41 +3134,44 @@ telegram = ["requests"]
 
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 filelock = "*"
-lit = "*"
-torch = "*"
 
 [package.extras]
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 tests = ["autopep8", "flake8", "isort", "numpy", "pytest", "scipy (>=1.7.1)"]
 tutorials = ["matplotlib", "pandas", "tabulate"]
 
+[[package]]
+name = "trogon"
+version = "0.5.0"
+description = "Automatically generate a Textual TUI for your Click CLI"
+optional = false
+python-versions = ">=3.7,<4.0"
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+
 [[package]]
 name = "typer"
 version = "0.9.0"
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+[[package]]
+name = "uc-micro-py"
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+description = "Micro subset of unicode data files for linkify-it-py projects."
+optional = false
+python-versions = ">=3.7"
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+
+[package.extras]
+test = ["coverage", "pytest", "pytest-cov"]
+
 [[package]]
 name = "untokenize"
 version = "0.1.1"
@@ -3355,21 +3247,40 @@ files = [
 
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+
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+
 [[package]]
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 version = "3.0.0"
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 [package.extras]
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 ]
 
 [package.dependencies]
@@ -3545,4 +3458,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9, <3.10, !=3.9.7"
-content-hash = "c8402aecfa31be8cf7a6cd06f7222682d666bcb3c75f2144e6733a939b4c86a7"
+content-hash = "6c95170af5516d7ed44b89a2147a3bcb0926375b43a8840d9d60661284cd2d81"
diff --git a/pyproject.toml b/pyproject.toml
index ce7562f..701d525 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "pybiscus"
-version = "0.4.0"
+version = "0.5.0"
 description = "A flexible Federated Learning framework"
 authors = ["Baptiste MORISSE <baptiste.morisse@thalesgroup.com>"]
 packages = [
@@ -17,23 +17,22 @@ numpy = ">=1.24.1,<1.26.0"
 typing_extensions = "^4.0"
 rich = "^13.4.2"
 typer = {extras = ["all"], version = "^0.9.0"}
-torch = "==2.0.0"
-torchmetrics = "^0.10"
-# lightning = {extras = ["all"], version = "^2.0.6"}
+torch = "^2.0.0"
+torchmetrics = "^1.2"
 lightning = {extras = ["pytorch-extra"], version = "^2.0.6"}
-torchvision = "<0.15.2"
+torchvision = "^0.16.0"
 einops = "^0.6.1"
 tensorboard = "^2.14.1"
-deepspeed = "==0.9.0"
 pydantic = "2.1.1"
+trogon = "^0.5.0"
 
 [tool.poetry.group.dev-dependencies.dependencies]
 black = "<23.0"
 ruff = "^0.0.278"
-sphinx = "^7.1.2"
 isort = "^5.12.0"
 docformatter = {extras = ["tomli"], version = "^1.7.5"}
-# pytest = "==7.0.0"
+pre-commit = "^3.5.0"
+bandit = "^1.7.5"
 
 
 [tool.poetry.group.docs-dependencies.dependencies]
@@ -41,6 +40,18 @@ mkdocs = "^1.5.3"
 mkdocstrings = {extras = ["python"], version = "^0.23.0"}
 mkdocs-material = "^9.4.6"
 
+[tool.isort]
+profile = "black"
+
+
+[[tool.poetry.source]]
+name = "PyPI"
+priority = "primary"
+
+[tool.black]
+line-length = 88
+target-version = ["py39"]
+
 [tool.ruff]
 # Enable Pyflakes (`F`) and a subset of the pycodestyle (`E`)  codes by default.
 # Unlike Flake8, Ruff doesn't enable pycodestyle warnings (`W`) or