From e6cc7c9ff78b171ba2218ac421242ab399143029 Mon Sep 17 00:00:00 2001
From: Gustaf Rydholm <gustaf.rydholm@gmail.com>
Date: Fri, 25 Aug 2023 23:19:51 +0200
Subject: Update reqs

---
 README.md      |    3 +
 poetry.lock    | 1204 +++++++++++++++++++++++++++++++++++---------------------
 pyproject.toml |   20 +-
 3 files changed, 766 insertions(+), 461 deletions(-)

diff --git a/README.md b/README.md
index 164ee24..969e192 100644
--- a/README.md
+++ b/README.md
@@ -80,3 +80,6 @@ Ideas of mine that did not work unfortunately:
 - [x] residual attn
 - [x] single kv head
 - [x] fix rotary embedding
+- [ ] simplify attention with norm
+- [ ] tie embeddings
+- [ ] cnn -> tf encoder -> tf decoder
diff --git a/poetry.lock b/poetry.lock
index 452c03e..f0fe332 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -9,28 +9,60 @@ python-versions = "*"
 [package.dependencies]
 torch = ">=1.6"
 
+[[package]]
+name = "aiofiles"
+version = "22.1.0"
+description = "File support for asyncio."
+category = "dev"
+optional = false
+python-versions = ">=3.7,<4.0"
+
 [[package]]
 name = "aiohttp"
-version = "3.7.4.post0"
+version = "3.8.5"
 description = "Async http client/server framework (asyncio)"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-async-timeout = ">=3.0,<4.0"
+aiosignal = ">=1.1.2"
+async-timeout = ">=4.0.0a3,<5.0"
 attrs = ">=17.3.0"
-chardet = ">=2.0,<5.0"
+charset-normalizer = ">=2.0,<4.0"
+frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-typing-extensions = ">=3.6.5"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["aiodns", "brotlipy", "cchardet"]
+speedups = ["aiodns", "brotli", "cchardet"]
+
+[[package]]
+name = "aiosignal"
+version = "1.3.1"
+description = "aiosignal: a list of registered asynchronous callbacks"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+frozenlist = ">=1.1.0"
+
+[[package]]
+name = "aiosqlite"
+version = "0.19.0"
+description = "asyncio bridge to the standard sqlite3 module"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+dev = ["aiounittest (==1.4.1)", "attribution (==1.6.2)", "black (==23.3.0)", "coverage[toml] (==7.2.3)", "flake8 (==5.0.4)", "flake8-bugbear (==23.3.12)", "flit (==3.7.1)", "mypy (==1.2.0)", "ufmt (==2.1.0)", "usort (==1.0.6)"]
+docs = ["sphinx (==6.1.3)", "sphinx-mdinclude (==0.5.3)"]
 
 [[package]]
 name = "alembic"
-version = "1.9.2"
+version = "1.11.3"
 description = "A database migration tool for SQLAlchemy."
 category = "dev"
 optional = false
@@ -39,6 +71,7 @@ python-versions = ">=3.7"
 [package.dependencies]
 Mako = "*"
 SQLAlchemy = ">=1.3.0"
+typing-extensions = ">=4"
 
 [package.extras]
 tz = ["python-dateutil"]
@@ -53,20 +86,29 @@ python-versions = "*"
 
 [[package]]
 name = "anyio"
-version = "3.6.2"
+version = "3.7.1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 category = "dev"
 optional = false
-python-versions = ">=3.6.2"
+python-versions = ">=3.7"
 
 [package.dependencies]
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-doc = ["packaging", "sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"]
-test = ["coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "contextlib2", "uvloop (<0.15)", "mock (>=4)", "uvloop (>=0.15)"]
-trio = ["trio (>=0.16,<0.22)"]
+doc = ["packaging", "sphinx", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery", "sphinx-autodoc-typehints (>=1.2.0)"]
+test = ["anyio", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)", "mock (>=4)"]
+trio = ["trio (<0.22)"]
+
+[[package]]
+name = "appdirs"
+version = "1.4.4"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "dev"
+optional = false
+python-versions = "*"
 
 [[package]]
 name = "appnope"
@@ -78,19 +120,20 @@ python-versions = "*"
 
 [[package]]
 name = "argon2-cffi"
-version = "21.3.0"
-description = "The secure Argon2 password hashing algorithm."
+version = "23.1.0"
+description = "Argon2 for Python"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 argon2-cffi-bindings = "*"
 
 [package.extras]
-dev = ["pre-commit", "cogapp", "tomli", "coverage[toml] (>=5.0.2)", "hypothesis", "pytest", "sphinx", "sphinx-notfound-page", "furo"]
-docs = ["sphinx", "sphinx-notfound-page", "furo"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
+dev = ["argon2-cffi", "tox (>4)"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-notfound-page"]
+tests = ["hypothesis", "pytest"]
+typing = ["mypy"]
 
 [[package]]
 name = "argon2-cffi-bindings"
@@ -134,11 +177,11 @@ test = ["astroid", "pytest"]
 
 [[package]]
 name = "async-timeout"
-version = "3.0.1"
+version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
 category = "dev"
 optional = false
-python-versions = ">=3.5.3"
+python-versions = ">=3.7"
 
 [[package]]
 name = "atomicwrites"
@@ -150,19 +193,18 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "attrs"
-version = "22.2.0"
+version = "23.1.0"
 description = "Classes Without Boilerplate"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.extras]
-cov = ["attrs", "coverage-enable-subprocess", "coverage[toml] (>=5.3)"]
-dev = ["attrs"]
-docs = ["furo", "sphinx", "myst-parser", "zope-interface", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
+cov = ["attrs", "coverage[toml] (>=5.3)"]
+dev = ["attrs", "pre-commit"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
 tests = ["attrs", "zope-interface"]
-tests-no-zope = ["hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist", "cloudpickle", "mypy (>=0.971,<0.990)", "pytest-mypy-plugins"]
-tests_no_zope = ["hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist", "cloudpickle", "mypy (>=0.971,<0.990)", "pytest-mypy-plugins"]
+tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest-mypy-plugins", "pytest-xdist", "pytest (>=4.3.0)"]
 
 [[package]]
 name = "autopage"
@@ -174,14 +216,11 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "babel"
-version = "2.11.0"
+version = "2.12.1"
 description = "Internationalization utilities"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-pytz = ">=2015.7"
+python-versions = ">=3.7"
 
 [[package]]
 name = "backcall"
@@ -193,7 +232,7 @@ python-versions = "*"
 
 [[package]]
 name = "bandit"
-version = "1.7.4"
+version = "1.7.5"
 description = "Security oriented static analyser for python code."
 category = "dev"
 optional = false
@@ -203,16 +242,17 @@ python-versions = ">=3.7"
 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 = ["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)"]
-toml = ["toml"]
+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)", "beautifulsoup4 (>=4.8.0)", "pylint (==1.9.4)", "tomli (>=1.1.0)"]
+toml = ["tomli (>=1.1.0)"]
 yaml = ["pyyaml"]
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.11.1"
+version = "4.12.2"
 description = "Screen-scraping library"
 category = "dev"
 optional = false
@@ -272,7 +312,7 @@ python-versions = "*"
 
 [[package]]
 name = "certifi"
-version = "2022.12.7"
+version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
 category = "dev"
 optional = false
@@ -289,25 +329,17 @@ python-versions = "*"
 [package.dependencies]
 pycparser = "*"
 
-[[package]]
-name = "chardet"
-version = "4.0.0"
-description = "Universal encoding detector for Python 2 and 3"
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-
 [[package]]
 name = "charset-normalizer"
-version = "3.0.1"
+version = "3.2.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7.0"
 
 [[package]]
 name = "click"
-version = "8.1.3"
+version = "8.1.7"
 description = "Composable command line interface toolkit"
 category = "dev"
 optional = false
@@ -318,7 +350,7 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "cliff"
-version = "4.1.0"
+version = "4.3.0"
 description = "Command Line Interface Formulation Framework"
 category = "dev"
 optional = false
@@ -334,7 +366,7 @@ stevedore = ">=2.0.1"
 
 [[package]]
 name = "cmaes"
-version = "0.9.1"
+version = "0.10.0"
 description = "Lightweight Covariance Matrix Adaptation Evolution Strategy (CMA-ES) implementation for Python 3."
 category = "dev"
 optional = false
@@ -346,6 +378,17 @@ numpy = "*"
 [package.extras]
 cmawm = ["scipy"]
 
+[[package]]
+name = "cmake"
+version = "3.27.2"
+description = "CMake is an open-source, cross-platform family of tools designed to build, test and package software"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+test = ["coverage (>=4.2)", "flake8 (>=3.0.4)", "path.py (>=11.5.0)", "pytest (>=3.0.3)", "pytest-cov (>=2.4.0)", "pytest-runner (>=2.9)", "pytest-virtualenv (>=1.7.0)", "scikit-build (>=0.10.0)", "setuptools (>=28.0.0)", "virtualenv (>=15.0.3)", "wheel"]
+
 [[package]]
 name = "cmd2"
 version = "2.4.3"
@@ -389,21 +432,23 @@ development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
 
 [[package]]
 name = "comm"
-version = "0.1.2"
+version = "0.1.4"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-traitlets = ">=5.3"
+traitlets = ">=4"
 
 [package.extras]
+lint = ["black (>=22.6.0)", "mdformat-gfm (>=0.3.5)", "mdformat (>0.7)", "ruff (>=0.0.156)"]
 test = ["pytest"]
+typing = ["mypy (>=0.990)"]
 
 [[package]]
 name = "contourpy"
-version = "1.0.7"
+version = "1.1.0"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 category = "dev"
 optional = false
@@ -413,11 +458,11 @@ python-versions = ">=3.8"
 numpy = ">=1.16"
 
 [package.extras]
-bokeh = ["bokeh", "chromedriver", "selenium"]
 docs = ["furo", "sphinx-copybutton"]
-mypy = ["contourpy", "docutils-stubs", "mypy (==0.991)", "types-pillow"]
-test = ["matplotlib", "pillow", "pytest"]
-test-no-images = ["pytest"]
+bokeh = ["bokeh", "selenium"]
+mypy = ["contourpy", "docutils-stubs", "mypy (==1.2.0)", "types-pillow"]
+test = ["contourpy", "matplotlib", "pillow"]
+test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
 
 [[package]]
 name = "coverage"
@@ -451,7 +496,7 @@ python-versions = ">=3.6,<4.0"
 
 [[package]]
 name = "debugpy"
-version = "1.6.6"
+version = "1.6.7.post1"
 description = "An implementation of the Debug Adapter Protocol for Python"
 category = "dev"
 optional = false
@@ -486,19 +531,19 @@ six = ">=1.4.0"
 
 [[package]]
 name = "dparse"
-version = "0.6.2"
+version = "0.6.3"
 description = "A parser for Python dependency files"
 category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 
 [package.dependencies]
 packaging = "*"
-toml = "*"
+tomli = {version = "*", markers = "python_version < \"3.11\""}
 
 [package.extras]
-pipenv = ["pipenv"]
 conda = ["pyyaml"]
+pipenv = ["pipenv (<=2022.12.19)"]
 
 [[package]]
 name = "editdistance"
@@ -516,6 +561,25 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "entrypoints"
+version = "0.4"
+description = "Discover and load entry points from installed packages."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "exceptiongroup"
+version = "1.1.3"
+description = "Backport of PEP 654 (exception groups)"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+test = ["pytest (>=6)"]
+
 [[package]]
 name = "executing"
 version = "1.2.0"
@@ -529,7 +593,7 @@ tests = ["asttokens", "pytest", "littleutils", "rich"]
 
 [[package]]
 name = "fastjsonschema"
-version = "2.16.2"
+version = "2.18.0"
 description = "Fastest Python implementation of JSON schema"
 category = "dev"
 optional = false
@@ -538,6 +602,18 @@ python-versions = "*"
 [package.extras]
 devel = ["colorama", "jsonschema", "json-spec", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"]
 
+[[package]]
+name = "filelock"
+version = "3.12.2"
+description = "A platform independent file lock."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["furo (>=2023.5.20)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)", "sphinx (>=7.0.1)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "diff-cover (>=7.5)", "pytest-cov (>=4.1)", "pytest-mock (>=3.10)", "pytest-timeout (>=2.1)", "pytest (>=7.3.1)"]
+
 [[package]]
 name = "flake8"
 version = "5.0.4"
@@ -632,14 +708,14 @@ setuptools = "*"
 
 [[package]]
 name = "fonttools"
-version = "4.38.0"
+version = "4.42.1"
 description = "Tools to manipulate font files"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.extras]
-all = ["fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "zopfli (>=0.1.4)", "lz4 (>=1.7.4.2)", "matplotlib", "sympy", "skia-pathops (>=0.5.0)", "uharfbuzz (>=0.23.0)", "brotlicffi (>=0.8.0)", "scipy", "brotli (>=1.0.1)", "munkres", "unicodedata2 (>=14.0.0)", "xattr"]
+all = ["fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "zopfli (>=0.1.4)", "lz4 (>=1.7.4.2)", "matplotlib", "sympy", "skia-pathops (>=0.5.0)", "uharfbuzz (>=0.23.0)", "brotlicffi (>=0.8.0)", "scipy", "brotli (>=1.0.1)", "munkres", "unicodedata2 (>=15.0.0)", "xattr"]
 graphite = ["lz4 (>=1.7.4.2)"]
 interpolatable = ["scipy", "munkres"]
 lxml = ["lxml (>=4.0,<5)"]
@@ -649,7 +725,7 @@ repacker = ["uharfbuzz (>=0.23.0)"]
 symfont = ["sympy"]
 type1 = ["xattr"]
 ufo = ["fs (>=2.2.0,<3)"]
-unicode = ["unicodedata2 (>=14.0.0)"]
+unicode = ["unicodedata2 (>=15.0.0)"]
 woff = ["zopfli (>=0.1.4)", "brotlicffi (>=0.8.0)", "brotli (>=1.0.1)"]
 
 [[package]]
@@ -660,13 +736,21 @@ category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0, !=3.1, !=3.2, !=3.3, !=3.4, <4"
 
+[[package]]
+name = "frozenlist"
+version = "1.4.0"
+description = "A list-like structure which implements collections.abc.MutableSequence"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
 [[package]]
 name = "fsspec"
-version = "2023.1.0"
+version = "2023.6.0"
 description = "File-system specification"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
 aiohttp = {version = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1", optional = true, markers = "extra == \"http\""}
@@ -677,8 +761,9 @@ abfs = ["adlfs"]
 adl = ["adlfs"]
 arrow = ["pyarrow (>=1)"]
 dask = ["dask", "distributed"]
+devel = ["pytest", "pytest-cov"]
 dropbox = ["dropboxdrivefs", "requests", "dropbox"]
-entrypoints = ["importlib-metadata"]
+full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
 fuse = ["fusepy"]
 gcs = ["gcsfs"]
 git = ["pygit2"]
@@ -708,8 +793,8 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.30"
-description = "GitPython is a python library used to interact with Git repositories"
+version = "3.1.32"
+description = "GitPython is a Python library used to interact with Git repositories"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
@@ -731,18 +816,18 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "h5py"
-version = "3.8.0"
+version = "3.9.0"
 description = "Read and write HDF5 files from Python"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
-numpy = ">=1.14.5"
+numpy = ">=1.17.3"
 
 [[package]]
 name = "hydra-core"
-version = "1.3.1"
+version = "1.3.2"
 description = "A framework for elegantly configuring complex applications"
 category = "dev"
 optional = false
@@ -775,11 +860,11 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "importlib-metadata"
-version = "6.0.0"
+version = "6.8.0"
 description = "Read metadata from Python packages"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
 zipp = ">=0.5"
@@ -787,11 +872,26 @@ zipp = ">=0.5"
 [package.extras]
 docs = ["sphinx (>=3.5)", "jaraco.packaging (>=9)", "rst.linker (>=1.9)", "furo", "sphinx-lint", "jaraco.tidelift (>=1.4)"]
 perf = ["ipython"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "flake8 (<5)", "pytest-cov", "pytest-enabler (>=1.3)", "packaging", "pyfakefs", "flufl-flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "pytest-flake8", "importlib-resources (>=1.3)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ruff", "packaging", "pyfakefs", "flufl-flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "importlib-resources (>=1.3)"]
+
+[[package]]
+name = "importlib-resources"
+version = "6.0.1"
+description = "Read resources from Python packages"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+docs = ["sphinx (>=3.5)", "jaraco.packaging (>=9.3)", "rst.linker (>=1.9)", "furo", "sphinx-lint", "jaraco.tidelift (>=1.4)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ruff", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"]
 
 [[package]]
 name = "ipykernel"
-version = "6.20.2"
+version = "6.25.1"
 description = "IPython Kernel for Jupyter"
 category = "dev"
 optional = false
@@ -800,14 +900,15 @@ python-versions = ">=3.8"
 [package.dependencies]
 appnope = {version = "*", markers = "platform_system == \"Darwin\""}
 comm = ">=0.1.1"
-debugpy = ">=1.0"
+debugpy = ">=1.6.5"
 ipython = ">=7.23.1"
 jupyter-client = ">=6.1.12"
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
 matplotlib-inline = ">=0.1"
 nest-asyncio = "*"
 packaging = "*"
 psutil = "*"
-pyzmq = ">=17"
+pyzmq = ">=20"
 tornado = ">=6.1"
 traitlets = ">=5.4.0"
 
@@ -820,11 +921,11 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest-asyncio", "pytest-cov", "p
 
 [[package]]
 name = "ipython"
-version = "8.9.0"
+version = "8.14.0"
 description = "IPython: Productive Interactive Computing"
 category = "dev"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 
 [package.dependencies]
 appnope = {version = "*", markers = "sys_platform == \"darwin\""}
@@ -835,13 +936,14 @@ jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
 pickleshare = "*"
-prompt-toolkit = ">=3.0.30,<3.1.0"
+prompt-toolkit = ">=3.0.30,<3.0.37 || >3.0.37,<3.1.0"
 pygments = ">=2.4.0"
 stack-data = "*"
 traitlets = ">=5"
+typing-extensions = {version = "*", markers = "python_version < \"3.10\""}
 
 [package.extras]
-all = ["black", "ipykernel", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "docrepr", "matplotlib", "stack-data", "pytest (<7)", "typing-extensions", "pytest (<7.1)", "pytest-asyncio", "testpath", "nbconvert", "nbformat", "ipywidgets", "notebook", "ipyparallel", "qtconsole", "curio", "matplotlib (!=3.2.0)", "numpy (>=1.20)", "pandas", "trio"]
+all = ["black", "ipykernel", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "docrepr", "matplotlib", "stack-data", "pytest (<7)", "typing-extensions", "pytest (<7.1)", "pytest-asyncio", "testpath", "nbconvert", "nbformat", "ipywidgets", "notebook", "ipyparallel", "qtconsole", "curio", "matplotlib (!=3.2.0)", "numpy (>=1.21)", "pandas", "trio"]
 black = ["black"]
 doc = ["ipykernel", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "docrepr", "matplotlib", "stack-data", "pytest (<7)", "typing-extensions", "pytest (<7.1)", "pytest-asyncio", "testpath"]
 kernel = ["ipykernel"]
@@ -851,7 +953,7 @@ notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
 test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
-test_extra = ["pytest (<7.1)", "pytest-asyncio", "testpath", "curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.20)", "pandas", "trio"]
+test_extra = ["pytest (<7.1)", "pytest-asyncio", "testpath", "curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pandas", "trio"]
 
 [[package]]
 name = "ipython-genutils"
@@ -863,22 +965,22 @@ python-versions = "*"
 
 [[package]]
 name = "ipywidgets"
-version = "7.7.2"
+version = "7.8.0"
 description = "IPython HTML widgets for Jupyter"
 category = "dev"
 optional = false
 python-versions = "*"
 
 [package.dependencies]
-ipykernel = ">=4.5.1"
+comm = ">=0.1.3"
 ipython = {version = ">=4.0.0", markers = "python_version >= \"3.3\""}
 ipython-genutils = ">=0.2.0,<0.3.0"
 jupyterlab-widgets = {version = ">=1.0.0,<3", markers = "python_version >= \"3.6\""}
 traitlets = ">=4.3.1"
-widgetsnbextension = ">=3.6.0,<3.7.0"
+widgetsnbextension = ">=3.6.5,<3.7.0"
 
 [package.extras]
-test = ["pytest (>=3.6.0)", "pytest-cov", "mock"]
+test = ["pytest (>=3.6.0)", "pytest-cov", "ipykernel", "mock"]
 
 [[package]]
 name = "isoduration"
@@ -893,18 +995,18 @@ arrow = ">=0.15.0"
 
 [[package]]
 name = "jedi"
-version = "0.18.2"
+version = "0.19.0"
 description = "An autocompletion tool for Python that can be used for text editors."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-parso = ">=0.8.0,<0.9.0"
+parso = ">=0.8.3,<0.9.0"
 
 [package.extras]
 docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx-rtd-theme (==0.4.3)", "sphinx (==1.8.5)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
 testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
@@ -923,7 +1025,7 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "joblib"
-version = "1.2.0"
+version = "1.3.2"
 description = "Lightweight pipelining with Python functions"
 category = "dev"
 optional = false
@@ -931,7 +1033,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "json5"
-version = "0.9.11"
+version = "0.9.14"
 description = "A Python implementation of the JSON5 data format."
 category = "dev"
 optional = false
@@ -942,29 +1044,31 @@ dev = ["hypothesis"]
 
 [[package]]
 name = "jsonpointer"
-version = "2.3"
+version = "2.4"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
 
 [[package]]
 name = "jsonschema"
-version = "4.17.3"
+version = "4.19.0"
 description = "An implementation of JSON Schema validation for Python"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
-attrs = ">=17.4.0"
+attrs = ">=22.2.0"
 fqdn = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 idna = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 isoduration = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 jsonpointer = {version = ">1.13", optional = true, markers = "extra == \"format-nongpl\""}
-pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
+jsonschema-specifications = ">=2023.03.6"
+referencing = ">=0.28.4"
 rfc3339-validator = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 rfc3986-validator = {version = ">0.1.0", optional = true, markers = "extra == \"format-nongpl\""}
+rpds-py = ">=0.7.1"
 uri-template = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 webcolors = {version = ">=1.11", optional = true, markers = "extra == \"format-nongpl\""}
 
@@ -972,6 +1076,17 @@ webcolors = {version = ">=1.11", optional = true, markers = "extra == \"format-n
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
 format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
 
+[[package]]
+name = "jsonschema-specifications"
+version = "2023.7.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+referencing = ">=0.28.0"
+
 [[package]]
 name = "jupyter"
 version = "1.0.0"
@@ -990,45 +1105,49 @@ qtconsole = "*"
 
 [[package]]
 name = "jupyter-client"
-version = "8.0.1"
+version = "7.4.9"
 description = "Jupyter protocol implementation and client libraries"
 category = "dev"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 
 [package.dependencies]
-importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+entrypoints = "*"
+jupyter-core = ">=4.9.2"
+nest-asyncio = ">=1.5.4"
 python-dateutil = ">=2.8.2"
 pyzmq = ">=23.0"
 tornado = ">=6.2"
-traitlets = ">=5.3"
+traitlets = "*"
 
 [package.extras]
-docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinx (>=4)", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
-test = ["codecov", "coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pytest", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
+doc = ["ipykernel", "myst-parser", "sphinx-rtd-theme", "sphinx (>=1.3.6)", "sphinxcontrib-github-alt"]
+test = ["codecov", "coverage", "ipykernel (>=6.12)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-console"
-version = "6.4.4"
+version = "6.6.3"
 description = "Jupyter terminal console"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.dependencies]
-ipykernel = "*"
+ipykernel = ">=6.14"
 ipython = "*"
 jupyter-client = ">=7.0.0"
-prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+prompt-toolkit = ">=3.0.30"
 pygments = "*"
+pyzmq = ">=17"
+traitlets = ">=5.4"
 
 [package.extras]
-test = ["pexpect"]
+test = ["flaky", "pexpect", "pytest"]
 
 [[package]]
 name = "jupyter-core"
-version = "5.1.5"
+version = "5.3.1"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 category = "dev"
 optional = false
@@ -1036,7 +1155,7 @@ python-versions = ">=3.8"
 
 [package.dependencies]
 platformdirs = ">=2.5"
-pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
+pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
 traitlets = ">=5.3"
 
 [package.extras]
@@ -1045,16 +1164,17 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-events"
-version = "0.6.3"
+version = "0.7.0"
 description = "Jupyter Event System library"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
-jsonschema = {version = ">=3.2.0", extras = ["format-nongpl"]}
+jsonschema = {version = ">=4.18.0", extras = ["format-nongpl"]}
 python-json-logger = ">=2.0.4"
 pyyaml = ">=5.3"
+referencing = "*"
 rfc3339-validator = "*"
 rfc3986-validator = ">=0.1.1"
 traitlets = ">=5.3"
@@ -1062,39 +1182,56 @@ traitlets = ">=5.3"
 [package.extras]
 cli = ["click", "rich"]
 docs = ["jupyterlite-sphinx", "myst-parser", "pydata-sphinx-theme", "sphinxcontrib-spelling"]
-test = ["click", "coverage", "pre-commit", "pytest-asyncio (>=0.19.0)", "pytest-console-scripts", "pytest-cov", "pytest (>=7.0)", "rich"]
+test = ["click", "pre-commit", "pytest-asyncio (>=0.19.0)", "pytest-console-scripts", "pytest (>=7.0)", "rich"]
 
 [[package]]
 name = "jupyter-server"
-version = "2.1.0"
+version = "2.7.2"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 
 [package.dependencies]
-anyio = ">=3.1.0,<4"
+anyio = ">=3.1.0"
 argon2-cffi = "*"
 jinja2 = "*"
 jupyter-client = ">=7.4.4"
 jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
-jupyter-events = ">=0.4.0"
+jupyter-events = ">=0.6.0"
 jupyter-server-terminals = "*"
 nbconvert = ">=6.4.4"
 nbformat = ">=5.3.0"
+overrides = "*"
 packaging = "*"
 prometheus-client = "*"
 pywinpty = {version = "*", markers = "os_name == \"nt\""}
 pyzmq = ">=24"
-send2trash = "*"
+send2trash = ">=1.8.2"
 terminado = ">=0.8.3"
 tornado = ">=6.2.0"
 traitlets = ">=5.6.0"
 websocket-client = "*"
 
 [package.extras]
-docs = ["docutils (<0.20)", "ipykernel", "jinja2", "jupyter-client", "jupyter-server", "mistune (<1.0.0)", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-openapi", "sphinxcontrib-spelling", "sphinxemoji", "tornado"]
-test = ["ipykernel", "pre-commit", "pytest-console-scripts", "pytest-jupyter[server] (>=0.4)", "pytest-timeout", "pytest (>=7.0)", "requests"]
+docs = ["ipykernel", "jinja2", "jupyter-client", "jupyter-server", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-openapi (>=0.8.0)", "sphinxcontrib-spelling", "sphinxemoji", "tornado", "typing-extensions"]
+test = ["flaky", "ipykernel", "pre-commit", "pytest-console-scripts", "pytest-jupyter[server] (>=0.4)", "pytest-timeout", "pytest (>=7.0)", "requests"]
+
+[[package]]
+name = "jupyter-server-fileid"
+version = "0.9.0"
+description = ""
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+jupyter-events = ">=0.5.0"
+jupyter-server = ">=1.15,<3"
+
+[package.extras]
+cli = ["click"]
+test = ["jupyter-server[test] (>=1.15,<3)", "pytest", "pytest-cov"]
 
 [[package]]
 name = "jupyter-server-terminals"
@@ -1112,9 +1249,41 @@ terminado = ">=0.8.3"
 docs = ["jinja2", "jupyter-server", "mistune (<3.0)", "myst-parser", "nbformat", "packaging", "pydata-sphinx-theme", "sphinxcontrib-github-alt", "sphinxcontrib-openapi", "sphinxcontrib-spelling", "sphinxemoji", "tornado"]
 test = ["coverage", "jupyter-server (>=2.0.0)", "pytest-cov", "pytest-jupyter[server] (>=0.5.3)", "pytest-timeout", "pytest (>=7.0)"]
 
+[[package]]
+name = "jupyter-server-ydoc"
+version = "0.8.0"
+description = "A Jupyter Server Extension Providing Y Documents."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+jupyter-server-fileid = ">=0.6.0,<1"
+jupyter-ydoc = ">=0.2.0,<0.4.0"
+ypy-websocket = ">=0.8.2,<0.9.0"
+
+[package.extras]
+test = ["coverage", "jupyter-server[test] (>=2.0.0a0)", "pytest-cov", "pytest-timeout", "pytest-tornasync", "pytest (>=7.0)"]
+
+[[package]]
+name = "jupyter-ydoc"
+version = "0.2.5"
+description = "Document structures for collaborative editing using Ypy"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+importlib-metadata = {version = ">=3.6", markers = "python_version < \"3.10\""}
+y-py = ">=0.6.0,<0.7.0"
+
+[package.extras]
+dev = ["click", "jupyter-releaser"]
+test = ["pre-commit", "pytest", "pytest-asyncio", "websockets (>=10.0)", "ypy-websocket (>=0.8.4,<0.9.0)"]
+
 [[package]]
 name = "jupyterlab"
-version = "3.5.3"
+version = "3.6.5"
 description = "JupyterLab computational environment"
 category = "dev"
 optional = false
@@ -1125,15 +1294,17 @@ ipython = "*"
 jinja2 = ">=2.1"
 jupyter-core = "*"
 jupyter-server = ">=1.16.0,<3"
-jupyterlab-server = ">=2.10,<3.0"
+jupyter-server-ydoc = ">=0.8.0,<0.9.0"
+jupyter-ydoc = ">=0.2.4,<0.3.0"
+jupyterlab-server = ">=2.19,<3.0"
 nbclassic = "*"
 notebook = "<7"
 packaging = "*"
-tomli = "*"
+tomli = {version = "*", markers = "python_version < \"3.11\""}
 tornado = ">=6.1.0"
 
 [package.extras]
-test = ["check-manifest", "coverage", "jupyterlab-server", "pre-commit", "pytest (>=6.0)", "pytest-cov", "pytest-console-scripts", "pytest-check-links (>=0.5)", "pytest-tornasync", "pytest-jupyter (>=0.6.0)", "requests", "requests-cache", "virtualenv"]
+test = ["check-manifest", "coverage", "jupyterlab-server", "pre-commit", "pytest (>=6.0)", "pytest-cov", "pytest-console-scripts", "pytest-check-links (>=0.5)", "pytest-jupyter (>=0.5.3)", "requests", "requests-cache", "virtualenv"]
 
 [[package]]
 name = "jupyterlab-pygments"
@@ -1145,7 +1316,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.19.0"
+version = "2.24.0"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
 category = "dev"
 optional = false
@@ -1162,13 +1333,13 @@ packaging = ">=21.3"
 requests = ">=2.28"
 
 [package.extras]
-docs = ["autodoc-traits", "docutils (<0.20)", "jinja2 (<3.2.0)", "mistune (<3)", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinxcontrib-openapi"]
-openapi = ["openapi-core (>=0.16.1)", "ruamel-yaml"]
-test = ["codecov", "ipykernel", "jupyterlab-server", "openapi-spec-validator (>=0.5.1)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "pytest (>=7.0)", "requests-mock", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
+docs = ["autodoc-traits", "jinja2 (<3.2.0)", "mistune (<4)", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinxcontrib-openapi (>0.8)"]
+openapi = ["openapi-core (>=0.16.1,<0.17.0)", "ruamel-yaml"]
+test = ["hatch", "ipykernel", "jupyterlab-server", "openapi-spec-validator (>=0.5.1,<0.7.0)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "pytest (>=7.0)", "requests-mock", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
 
 [[package]]
 name = "jupyterlab-widgets"
-version = "1.1.1"
+version = "1.1.5"
 description = "A JupyterLab extension."
 category = "dev"
 optional = false
@@ -1176,7 +1347,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "kiwisolver"
-version = "1.4.4"
+version = "1.4.5"
 description = "A fast implementation of the Cassowary constraint solver"
 category = "dev"
 optional = false
@@ -1184,7 +1355,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "lightning-utilities"
-version = "0.6.0.post0"
+version = "0.9.0"
 description = "PyTorch Lightning Sample project."
 category = "dev"
 optional = false
@@ -1196,8 +1367,16 @@ typing-extensions = "*"
 
 [package.extras]
 cli = ["fire"]
-docs = ["sphinx (>=4.0,<5.0)"]
-test = ["coverage (==6.5.0)"]
+docs = ["requests (>=2.0.0)"]
+typing = ["mypy (>=1.0.0)"]
+
+[[package]]
+name = "lit"
+version = "16.0.6"
+description = "A Software Testing Tool"
+category = "main"
+optional = false
+python-versions = "*"
 
 [[package]]
 name = "loguru"
@@ -1230,9 +1409,30 @@ babel = ["babel"]
 lingua = ["lingua"]
 testing = ["pytest"]
 
+[[package]]
+name = "markdown-it-py"
+version = "3.0.0"
+description = "Python port of markdown-it. Markdown parsing, done right!"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+mdurl = ">=0.1,<1.0"
+
+[package.extras]
+benchmarking = ["psutil", "pytest", "pytest-benchmark"]
+code_style = ["pre-commit (>=3.0,<4.0)"]
+compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"]
+linkify = ["linkify-it-py (>=1,<3)"]
+plugins = ["mdit-py-plugins"]
+profiling = ["gprof2dot"]
+rtd = ["mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx-book-theme", "jupyter-sphinx"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+
 [[package]]
 name = "markupsafe"
-version = "2.1.2"
+version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
 category = "dev"
 optional = false
@@ -1240,7 +1440,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "matplotlib"
-version = "3.6.3"
+version = "3.7.2"
 description = "Python plotting package"
 category = "dev"
 optional = false
@@ -1250,11 +1450,12 @@ python-versions = ">=3.8"
 contourpy = ">=1.0.1"
 cycler = ">=0.10"
 fonttools = ">=4.22.0"
+importlib-resources = {version = ">=3.2.0", markers = "python_version < \"3.10\""}
 kiwisolver = ">=1.0.1"
-numpy = ">=1.19"
+numpy = ">=1.20"
 packaging = ">=20.0"
 pillow = ">=6.2.0"
-pyparsing = ">=2.2.1"
+pyparsing = ">=2.3.1,<3.1"
 python-dateutil = ">=2.7"
 setuptools_scm = ">=7"
 
@@ -1277,21 +1478,43 @@ category = "dev"
 optional = false
 python-versions = ">=3.6"
 
+[[package]]
+name = "mdurl"
+version = "0.1.2"
+description = "Markdown URL utilities"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
 [[package]]
 name = "mistune"
-version = "2.0.4"
-description = "A sane Markdown parser with useful plugins and renderers"
+version = "3.0.1"
+description = "A sane and fast Markdown parser with useful plugins and renderers"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 
 [[package]]
 name = "more-itertools"
-version = "9.0.0"
+version = "10.1.0"
 description = "More routines for operating on iterables, beyond itertools"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+
+[[package]]
+name = "mpmath"
+version = "1.3.0"
+description = "Python library for arbitrary-precision floating-point arithmetic"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.extras]
+develop = ["pytest (>=4.6)", "pycodestyle", "pytest-cov", "codecov", "wheel"]
+docs = ["sphinx"]
+gmpy = ["gmpy2 (>=2.1.0a4)"]
+tests = ["pytest (>=4.6)"]
 
 [[package]]
 name = "multidict"
@@ -1319,15 +1542,15 @@ dmypy = ["psutil (>=4.0)"]
 
 [[package]]
 name = "mypy-extensions"
-version = "0.4.3"
+version = "0.4.4"
 description = "Experimental type system extensions for programs checked with the mypy typechecker."
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=2.7"
 
 [[package]]
 name = "nbclassic"
-version = "0.5.1"
+version = "1.0.0"
 description = "Jupyter Notebook as a Jupyter Server extension."
 category = "dev"
 optional = false
@@ -1340,14 +1563,11 @@ ipython-genutils = "*"
 jinja2 = "*"
 jupyter-client = ">=6.1.1"
 jupyter-core = ">=4.6.1"
-jupyter-server = [
-    ">=1.17.0",
-    ">=1.8",
-]
+jupyter-server = ">=1.8"
 nbconvert = ">=5"
 nbformat = "*"
 nest-asyncio = ">=1.5"
-notebook-shim = ">=0.1.0"
+notebook-shim = ">=0.2.3"
 prometheus-client = "*"
 pyzmq = ">=17"
 Send2Trash = ">=1.8.0"
@@ -1362,48 +1582,48 @@ test = ["pytest", "coverage", "requests", "testpath", "nbval", "pytest-playwrigh
 
 [[package]]
 name = "nbclient"
-version = "0.7.2"
+version = "0.8.0"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 category = "dev"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
 
 [package.dependencies]
 jupyter-client = ">=6.1.12"
 jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
 nbformat = ">=5.1"
-traitlets = ">=5.3"
+traitlets = ">=5.4"
 
 [package.extras]
 dev = ["pre-commit"]
-docs = ["autodoc-traits", "mock", "moto", "myst-parser", "nbclient", "sphinx-book-theme", "sphinx (>=1.7)"]
-test = ["ipykernel", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "pytest-asyncio", "pytest-cov (>=4.0)", "pytest (>=7.0)", "testpath", "xmltodict"]
+docs = ["autodoc-traits", "mock", "moto", "myst-parser", "nbclient", "sphinx-book-theme", "sphinx (>=1.7)", "sphinxcontrib-spelling"]
+test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "pytest-asyncio", "pytest-cov (>=4.0)", "pytest (>=7.0)", "testpath", "xmltodict"]
 
 [[package]]
 name = "nbconvert"
-version = "7.2.9"
+version = "7.7.4"
 description = "Converting Jupyter Notebooks"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
 beautifulsoup4 = "*"
-bleach = "*"
+bleach = "!=5.0.0"
 defusedxml = "*"
 importlib-metadata = {version = ">=3.6", markers = "python_version < \"3.10\""}
 jinja2 = ">=3.0"
 jupyter-core = ">=4.7"
 jupyterlab-pygments = "*"
 markupsafe = ">=2.0"
-mistune = ">=2.0.3,<3"
+mistune = ">=2.0.3,<4"
 nbclient = ">=0.5.0"
-nbformat = ">=5.1"
+nbformat = ">=5.7"
 packaging = "*"
 pandocfilters = ">=1.4.1"
 pygments = ">=2.4.1"
 tinycss2 = "*"
-traitlets = ">=5.0"
+traitlets = ">=5.1"
 
 [package.extras]
 all = ["nbconvert"]
@@ -1411,16 +1631,16 @@ docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sp
 qtpdf = ["nbconvert"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
-test = ["ipykernel", "ipywidgets (>=7)", "pre-commit", "pytest", "pytest-dependency"]
-webpdf = ["pyppeteer (>=1,<1.1)"]
+test = ["flaky", "ipykernel", "ipywidgets (>=7)", "pre-commit", "pytest", "pytest-dependency"]
+webpdf = ["playwright"]
 
 [[package]]
 name = "nbformat"
-version = "5.7.3"
+version = "5.9.2"
 description = "The Jupyter Notebook format"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
 fastjsonschema = "*"
@@ -1434,12 +1654,27 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 
 [[package]]
 name = "nest-asyncio"
-version = "1.5.6"
+version = "1.5.7"
 description = "Patch asyncio to allow nested event loops"
 category = "dev"
 optional = false
 python-versions = ">=3.5"
 
+[[package]]
+name = "networkx"
+version = "3.1"
+description = "Python package for creating and manipulating graphs and networks"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
+[package.extras]
+default = ["numpy (>=1.20)", "scipy (>=1.8)", "matplotlib (>=3.4)", "pandas (>=1.3)"]
+developer = ["pre-commit (>=3.2)", "mypy (>=1.1)"]
+doc = ["sphinx (>=6.1)", "pydata-sphinx-theme (>=0.13)", "sphinx-gallery (>=0.12)", "numpydoc (>=1.5)", "pillow (>=9.4)", "nb2plots (>=0.6)", "texext (>=0.6.7)"]
+extra = ["lxml (>=4.6)", "pygraphviz (>=1.10)", "pydot (>=1.4.2)", "sympy (>=1.10)"]
+test = ["pytest (>=7.2)", "pytest-cov (>=4.0)", "codecov (>=2.1)"]
+
 [[package]]
 name = "nltk"
 version = "3.8.1"
@@ -1464,7 +1699,7 @@ twitter = ["twython"]
 
 [[package]]
 name = "notebook"
-version = "6.5.2"
+version = "6.5.5"
 description = "A web-based notebook environment for interactive computing"
 category = "dev"
 optional = false
@@ -1475,14 +1710,14 @@ argon2-cffi = "*"
 ipykernel = "*"
 ipython-genutils = "*"
 jinja2 = "*"
-jupyter-client = ">=5.3.4"
+jupyter-client = ">=5.3.4,<8"
 jupyter-core = ">=4.6.1"
 nbclassic = ">=0.4.7"
 nbconvert = ">=5"
 nbformat = "*"
 nest-asyncio = ">=1.5"
 prometheus-client = "*"
-pyzmq = ">=17"
+pyzmq = ">=17,<25"
 Send2Trash = ">=1.8.0"
 terminado = ">=0.8.3"
 tornado = ">=6.1"
@@ -1495,7 +1730,7 @@ test = ["pytest", "coverage", "requests", "testpath", "nbval", "selenium (==4.1.
 
 [[package]]
 name = "notebook-shim"
-version = "0.2.2"
+version = "0.2.3"
 description = "A shim layer for notebook traits and config"
 category = "dev"
 optional = false
@@ -1505,63 +1740,110 @@ python-versions = ">=3.7"
 jupyter-server = ">=1.8,<3"
 
 [package.extras]
-test = ["pytest", "pytest-console-scripts", "pytest-tornasync"]
+test = ["pytest", "pytest-console-scripts", "pytest-jupyter", "pytest-tornasync"]
 
 [[package]]
 name = "numpy"
-version = "1.24.1"
+version = "1.25.2"
 description = "Fundamental package for array computing in Python"
 category = "dev"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 
 [[package]]
 name = "nvidia-cublas-cu11"
-version = "11.10.3.66"
+version = "11.11.3.6"
 description = "CUBLAS native runtime libraries"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3"
 
-[package.dependencies]
-setuptools = "*"
-wheel = "*"
+[[package]]
+name = "nvidia-cuda-cupti-cu11"
+version = "11.8.87"
+description = "CUDA profiling tools runtime libs."
+category = "main"
+optional = false
+python-versions = ">=3"
 
 [[package]]
 name = "nvidia-cuda-nvrtc-cu11"
-version = "11.7.99"
+version = "11.8.89"
 description = "NVRTC native runtime libraries"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3"
 
-[package.dependencies]
-setuptools = "*"
-wheel = "*"
-
 [[package]]
 name = "nvidia-cuda-runtime-cu11"
-version = "11.7.99"
+version = "11.8.89"
 description = "CUDA Runtime native Libraries"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3"
 
-[package.dependencies]
-setuptools = "*"
-wheel = "*"
-
 [[package]]
 name = "nvidia-cudnn-cu11"
-version = "8.5.0.96"
+version = "8.9.4.25"
 description = "cuDNN runtime libraries"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3"
 
 [package.dependencies]
-setuptools = "*"
-wheel = "*"
+nvidia-cublas-cu11 = "*"
+nvidia-cuda-nvrtc-cu11 = "*"
+
+[[package]]
+name = "nvidia-cufft-cu11"
+version = "10.9.0.58"
+description = "CUFFT native runtime libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
+
+[[package]]
+name = "nvidia-curand-cu11"
+version = "10.3.0.86"
+description = "CURAND native runtime libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
+
+[[package]]
+name = "nvidia-cusolver-cu11"
+version = "11.4.1.48"
+description = "CUDA solver native runtime libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
+
+[package.dependencies]
+nvidia-cublas-cu11 = "*"
+
+[[package]]
+name = "nvidia-cusparse-cu11"
+version = "11.7.5.86"
+description = "CUSPARSE native runtime libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
+
+[[package]]
+name = "nvidia-nccl-cu11"
+version = "2.18.3"
+description = "NVIDIA Collective Communication Library (NCCL) Runtime"
+category = "main"
+optional = false
+python-versions = ">=3"
+
+[[package]]
+name = "nvidia-nvtx-cu11"
+version = "11.8.86"
+description = "NVIDIA Tools Extension"
+category = "main"
+optional = false
+python-versions = ">=3"
 
 [[package]]
 name = "omegaconf"
@@ -1577,7 +1859,7 @@ PyYAML = ">=5.1.0"
 
 [[package]]
 name = "opencv-python"
-version = "4.7.0.68"
+version = "4.8.0.76"
 description = "Wrapper package for OpenCV python bindings."
 category = "dev"
 optional = false
@@ -1588,6 +1870,7 @@ numpy = [
     {version = ">=1.21.0", markers = "python_version <= \"3.9\" and platform_system == \"Darwin\" and platform_machine == \"arm64\""},
     {version = ">=1.21.2", markers = "python_version >= \"3.10\""},
     {version = ">=1.21.4", markers = "python_version >= \"3.10\" and platform_system == \"Darwin\""},
+    {version = ">=1.23.5", markers = "python_version >= \"3.11\""},
     {version = ">=1.19.3", markers = "python_version >= \"3.6\" and platform_system == \"Linux\" and platform_machine == \"aarch64\" or python_version >= \"3.9\""},
     {version = ">=1.17.0", markers = "python_version >= \"3.7\""},
     {version = ">=1.17.3", markers = "python_version >= \"3.8\""},
@@ -1625,9 +1908,17 @@ optional = ["bokeh (<2.0.0)", "matplotlib (>=3.0.0)", "pandas", "plotly (>=4.0.0
 testing = ["bokeh (<2.0.0)", "chainer (>=5.0.0)", "cma", "fakeredis", "lightgbm", "matplotlib (>=3.0.0)", "mlflow", "mpi4py", "mxnet", "pandas", "plotly (>=4.0.0)", "pytest", "scikit-learn (>=0.24.2,<1.0.0)", "scikit-optimize", "xgboost", "tensorflow", "tensorflow-datasets", "pytorch-ignite", "pytorch-lightning (>=1.0.2)", "skorch", "catalyst (>=21.3)", "torchaudio (==0.8.0)", "allennlp (>=2.2.0,<2.7.0)", "fastai", "botorch (>=0.4.0)", "torch (==1.8.0+cpu)", "torchvision (==0.9.0+cpu)", "torch (==1.8.0)", "torchvision (==0.9.0)"]
 tests = ["fakeredis", "pytest"]
 
+[[package]]
+name = "overrides"
+version = "7.4.0"
+description = "A decorator to automatically detect mismatch when overriding a method."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "packaging"
-version = "23.0"
+version = "23.1"
 description = "Core utilities for Python packages"
 category = "dev"
 optional = false
@@ -1655,7 +1946,7 @@ testing = ["docopt", "pytest (<6.0.0)"]
 
 [[package]]
 name = "pathspec"
-version = "0.11.0"
+version = "0.11.2"
 description = "Utility library for gitignore style pattern matching of file paths."
 category = "dev"
 optional = false
@@ -1698,27 +1989,27 @@ python-versions = "*"
 
 [[package]]
 name = "pillow"
-version = "9.4.0"
+version = "9.5.0"
 description = "Python Imaging Library (Fork)"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-issues (>=3.0.1)", "sphinx-removed-in", "sphinxext-opengraph"]
+docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "platformdirs"
-version = "2.6.2"
+version = "3.10.0"
 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 (>=2022.12.7)", "proselint (>=0.13)", "sphinx-autodoc-typehints (>=1.19.5)", "sphinx (>=5.3)"]
-test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest-cov (>=4)", "pytest-mock (>=3.10)", "pytest (>=7.2)"]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx-autodoc-typehints (>=1.24)", "sphinx (>=7.1.1)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)", "pytest (>=7.4)"]
 
 [[package]]
 name = "pluggy"
@@ -1733,11 +2024,11 @@ dev = ["pre-commit", "tox"]
 
 [[package]]
 name = "prettytable"
-version = "3.6.0"
+version = "3.8.0"
 description = "A simple Python library for easily displaying tabular data in a visually appealing ASCII table format"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
 wcwidth = "*"
@@ -1747,7 +2038,7 @@ tests = ["pytest", "pytest-cov", "pytest-lazy-fixture"]
 
 [[package]]
 name = "prometheus-client"
-version = "0.16.0"
+version = "0.17.1"
 description = "Python client for the Prometheus monitoring system."
 category = "dev"
 optional = false
@@ -1756,34 +2047,20 @@ python-versions = ">=3.6"
 [package.extras]
 twisted = ["twisted"]
 
-[[package]]
-name = "promise"
-version = "2.3"
-description = "Promises/A+ implementation for Python"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-six = "*"
-
-[package.extras]
-test = ["pytest (>=2.7.3)", "pytest-cov", "coveralls", "futures", "pytest-benchmark", "mock"]
-
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.36"
+version = "3.0.39"
 description = "Library for building powerful interactive command lines in Python"
 category = "dev"
 optional = false
-python-versions = ">=3.6.2"
+python-versions = ">=3.7.0"
 
 [package.dependencies]
 wcwidth = "*"
 
 [[package]]
 name = "protobuf"
-version = "4.21.12"
+version = "4.24.1"
 description = ""
 category = "dev"
 optional = false
@@ -1791,7 +2068,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "psutil"
-version = "5.9.4"
+version = "5.9.5"
 description = "Cross-platform lib for process and system monitoring in Python."
 category = "dev"
 optional = false
@@ -1867,11 +2144,11 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "pygments"
-version = "2.14.0"
+version = "2.16.1"
 description = "Pygments is a syntax highlighting package written in Python."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.extras]
 plugins = ["importlib-metadata"]
@@ -1903,14 +2180,6 @@ category = "dev"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "pyrsistent"
-version = "0.19.3"
-description = "Persistent/Functional/Immutable data structures"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
 [[package]]
 name = "pytest"
 version = "5.4.3"
@@ -1951,7 +2220,7 @@ testing = ["fields", "hunter", "process-tests", "six", "pytest-xdist", "virtuale
 
 [[package]]
 name = "pytest-mock"
-version = "3.10.0"
+version = "3.11.1"
 description = "Thin-wrapper around the mock package for easier use with pytest"
 category = "dev"
 optional = false
@@ -1976,54 +2245,43 @@ six = ">=1.5"
 
 [[package]]
 name = "python-json-logger"
-version = "2.0.4"
+version = "2.0.7"
 description = "A python library adding a json log formatter"
 category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 
 [[package]]
 name = "pytorch-lightning"
-version = "1.9.0"
+version = "2.0.7"
 description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
 fsspec = {version = ">2021.06.0", extras = ["http"]}
-lightning-utilities = ">=0.4.2"
+lightning-utilities = ">=0.7.0"
 numpy = ">=1.17.2"
 packaging = ">=17.1"
 PyYAML = ">=5.4"
-torch = ">=1.10.0"
+torch = ">=1.11.0"
 torchmetrics = ">=0.7.0"
 tqdm = ">=4.57.0"
 typing-extensions = ">=4.0.0"
 
 [package.extras]
-all = ["matplotlib (>3.1)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.18.0)", "rich (>=10.14.0,!=10.15.0.a)", "tensorboardX (>=2.2)", "fairscale (>=0.4.5)", "deepspeed (>=0.6.0)", "horovod (>=0.21.2,!=0.24.0)", "torchvision (>=0.11.1)", "gym[classic_control] (>=0.17.0)", "ipython[all] (<8.7.1)", "hivemind (==1.1.5)"]
-deepspeed = ["deepspeed (>=0.6.0)"]
-dev = ["matplotlib (>3.1)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.18.0)", "rich (>=10.14.0,!=10.15.0.a)", "tensorboardX (>=2.2)", "fairscale (>=0.4.5)", "deepspeed (>=0.6.0)", "horovod (>=0.21.2,!=0.24.0)", "torchvision (>=0.11.1)", "gym[classic_control] (>=0.17.0)", "ipython[all] (<8.7.1)", "coverage (==6.5.0)", "codecov (==2.1.12)", "pytest (==7.2.0)", "pytest-cov (==4.0.0)", "pytest-forked (==1.4.0)", "pytest-rerunfailures (==10.3)", "pre-commit (==2.20.0)", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "onnxruntime (<1.14.0)", "psutil (<5.9.5)", "pandas (>1.0)", "fastapi (<0.87.0)", "uvicorn (<0.19.1)", "tensorboard (>=2.9.1)", "protobuf (<=3.20.1)", "hivemind (==1.1.5)"]
-examples = ["torchvision (>=0.11.1)", "gym[classic_control] (>=0.17.0)", "ipython[all] (<8.7.1)"]
-extra = ["matplotlib (>3.1)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.18.0)", "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 = ["fairscale (>=0.4.5)", "deepspeed (>=0.6.0)", "horovod (>=0.21.2,!=0.24.0)", "hivemind (==1.1.5)"]
-test = ["coverage (==6.5.0)", "codecov (==2.1.12)", "pytest (==7.2.0)", "pytest-cov (==4.0.0)", "pytest-forked (==1.4.0)", "pytest-rerunfailures (==10.3)", "pre-commit (==2.20.0)", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "onnxruntime (<1.14.0)", "psutil (<5.9.5)", "pandas (>1.0)", "fastapi (<0.87.0)", "uvicorn (<0.19.1)", "tensorboard (>=2.9.1)", "protobuf (<=3.20.1)"]
-
-[[package]]
-name = "pytz"
-version = "2022.7.1"
-description = "World timezone definitions, modern and historical"
-category = "dev"
-optional = false
-python-versions = "*"
+all = ["matplotlib (>3.1)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.18.0,<4.23.0)", "rich (>=12.3.0)", "tensorboardX (>=2.2)", "torchvision (>=0.12.0)", "gym[classic_control] (>=0.17.0)", "ipython[all] (<8.14.1)", "torchmetrics (>=0.10.0)", "lightning-utilities (>=0.7.0)", "deepspeed (>=0.8.2)"]
+deepspeed = ["deepspeed (>=0.8.2)"]
+dev = ["matplotlib (>3.1)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.18.0,<4.23.0)", "rich (>=12.3.0)", "tensorboardX (>=2.2)", "torchvision (>=0.12.0)", "gym[classic_control] (>=0.17.0)", "ipython[all] (<8.14.1)", "torchmetrics (>=0.10.0)", "lightning-utilities (>=0.7.0)", "coverage (==7.2.7)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)", "pytest-forked (==1.4.0)", "pytest-rerunfailures (==10.3)", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "onnx (<1.15.0)", "onnxruntime (<1.16.0)", "psutil (<5.9.6)", "pandas (>1.0)", "fastapi (<0.100.0)", "uvicorn (<0.23.3)", "tensorboard (>=2.9.1)", "protobuf (<=3.20.1)", "deepspeed (>=0.8.2)"]
+examples = ["torchvision (>=0.12.0)", "gym[classic_control] (>=0.17.0)", "ipython[all] (<8.14.1)", "torchmetrics (>=0.10.0)", "lightning-utilities (>=0.7.0)"]
+extra = ["matplotlib (>3.1)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.18.0,<4.23.0)", "rich (>=12.3.0)", "tensorboardX (>=2.2)"]
+strategies = ["deepspeed (>=0.8.2)"]
+test = ["coverage (==7.2.7)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)", "pytest-forked (==1.4.0)", "pytest-rerunfailures (==10.3)", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "onnx (<1.15.0)", "onnxruntime (<1.16.0)", "psutil (<5.9.6)", "pandas (>1.0)", "fastapi (<0.100.0)", "uvicorn (<0.23.3)", "tensorboard (>=2.9.1)", "protobuf (<=3.20.1)"]
 
 [[package]]
 name = "pywin32"
-version = "305"
+version = "306"
 description = "Python for Window Extensions"
 category = "dev"
 optional = false
@@ -2031,15 +2289,15 @@ python-versions = "*"
 
 [[package]]
 name = "pywinpty"
-version = "2.0.10"
+version = "2.0.11"
 description = "Pseudo terminal support for Windows from Python."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [[package]]
 name = "pyyaml"
-version = "6.0"
+version = "6.0.1"
 description = "YAML parser and emitter for Python"
 category = "dev"
 optional = false
@@ -2047,7 +2305,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "pyzmq"
-version = "25.0.0"
+version = "24.0.1"
 description = "Python bindings for 0MQ"
 category = "dev"
 optional = false
@@ -2055,10 +2313,11 @@ python-versions = ">=3.6"
 
 [package.dependencies]
 cffi = {version = "*", markers = "implementation_name == \"pypy\""}
+py = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "qtconsole"
-version = "5.4.0"
+version = "5.4.3"
 description = "Jupyter Qt console"
 category = "dev"
 optional = false
@@ -2069,6 +2328,7 @@ ipykernel = ">=4.1"
 ipython-genutils = "*"
 jupyter-client = ">=4.1"
 jupyter-core = "*"
+packaging = "*"
 pygments = "*"
 pyzmq = ">=17.1"
 qtpy = ">=2.0.1"
@@ -2080,7 +2340,7 @@ test = ["flaky", "pytest", "pytest-qt"]
 
 [[package]]
 name = "qtpy"
-version = "2.3.0"
+version = "2.3.1"
 description = "Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6)."
 category = "dev"
 optional = false
@@ -2092,9 +2352,21 @@ packaging = "*"
 [package.extras]
 test = ["pytest (>=6,!=7.0.0,!=7.0.1)", "pytest-cov (>=3.0.0)", "pytest-qt"]
 
+[[package]]
+name = "referencing"
+version = "0.30.2"
+description = "JSON Referencing + Python"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+attrs = ">=22.2.0"
+rpds-py = ">=0.7.0"
+
 [[package]]
 name = "regex"
-version = "2022.10.31"
+version = "2023.8.8"
 description = "Alternative regular expression module, to replace re."
 category = "dev"
 optional = false
@@ -2102,17 +2374,17 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "requests"
-version = "2.28.2"
+version = "2.31.0"
 description = "Python HTTP for Humans."
 category = "dev"
 optional = false
-python-versions = ">=3.7, <4"
+python-versions = ">=3.7"
 
 [package.dependencies]
 certifi = ">=2017.4.17"
 charset-normalizer = ">=2,<4"
 idna = ">=2.5,<4"
-urllib3 = ">=1.21.1,<1.27"
+urllib3 = ">=1.21.1,<3"
 
 [package.extras]
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
@@ -2137,6 +2409,29 @@ category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
+[[package]]
+name = "rich"
+version = "13.5.2"
+description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+category = "dev"
+optional = false
+python-versions = ">=3.7.0"
+
+[package.dependencies]
+markdown-it-py = ">=2.2.0"
+pygments = ">=2.13.0,<3.0.0"
+
+[package.extras]
+jupyter = ["ipywidgets (>=7.5.1,<9)"]
+
+[[package]]
+name = "rpds-py"
+version = "0.9.2"
+description = "Python bindings to Rust's persistent data structures (rpds)"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
 [[package]]
 name = "safety"
 version = "1.10.3"
@@ -2170,11 +2465,11 @@ dev = ["mypy", "typing-extensions", "pycodestyle", "flake8"]
 
 [[package]]
 name = "send2trash"
-version = "1.8.0"
-description = "Send file to trash natively under Mac OS X, Windows and Linux."
+version = "1.8.2"
+description = "Send file to trash natively under Mac OS X, Windows and Linux"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 
 [package.extras]
 nativelib = ["pyobjc-framework-cocoa", "pywin32"]
@@ -2183,7 +2478,7 @@ win32 = ["pywin32"]
 
 [[package]]
 name = "sentry-sdk"
-version = "1.14.0"
+version = "1.29.2"
 description = "Python client for Sentry (https://sentry.io)"
 category = "dev"
 optional = false
@@ -2195,6 +2490,7 @@ urllib3 = {version = ">=1.26.11", markers = "python_version >= \"3.6\""}
 
 [package.extras]
 aiohttp = ["aiohttp (>=3.5)"]
+arq = ["arq (>=0.23)"]
 beam = ["apache-beam (>=2.12)"]
 bottle = ["bottle (>=0.12.13)"]
 celery = ["celery (>=3)"]
@@ -2202,8 +2498,11 @@ chalice = ["chalice (>=1.16.0)"]
 django = ["django (>=1.8)"]
 falcon = ["falcon (>=1.4)"]
 fastapi = ["fastapi (>=0.79.0)"]
-flask = ["flask (>=0.11)", "blinker (>=1.1)"]
+flask = ["flask (>=0.11)", "blinker (>=1.1)", "markupsafe"]
+grpcio = ["grpcio (>=1.21.1)"]
 httpx = ["httpx (>=0.16.0)"]
+huey = ["huey (>=2)"]
+loguru = ["loguru (>=0.5)"]
 opentelemetry = ["opentelemetry-distro (>=0.35b0)"]
 pure_eval = ["pure-eval", "executing", "asttokens"]
 pymongo = ["pymongo (>=3.1)"]
@@ -2257,14 +2556,6 @@ typing-extensions = "*"
 test = ["pytest (>=6.2)", "virtualenv (>20)"]
 toml = ["setuptools (>=42)"]
 
-[[package]]
-name = "shortuuid"
-version = "1.0.11"
-description = "A generator library for concise, unambiguous and URL-safe UUIDs."
-category = "dev"
-optional = false
-python-versions = ">=3.5"
-
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -2316,15 +2607,15 @@ python-versions = "*"
 
 [[package]]
 name = "soupsieve"
-version = "2.3.2.post1"
+version = "2.4.1"
 description = "A modern CSS selector implementation for Beautiful Soup."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [[package]]
 name = "sqlalchemy"
-version = "2.0.0"
+version = "2.0.20"
 description = "Database Abstraction Library"
 category = "dev"
 optional = false
@@ -2335,10 +2626,10 @@ greenlet = {version = "!=0.4.17", markers = "platform_machine == \"aarch64\" or
 typing-extensions = ">=4.2.0"
 
 [package.extras]
-aiomysql = ["greenlet (!=0.4.17)", "aiomysql"]
+aiomysql = ["greenlet (!=0.4.17)", "aiomysql (>=0.2.0)"]
 aiosqlite = ["greenlet (!=0.4.17)", "aiosqlite", "typing-extensions (!=3.10.0.1)"]
 asyncio = ["greenlet (!=0.4.17)"]
-asyncmy = ["greenlet (!=0.4.17)", "asyncmy (>=0.2.3,!=0.2.4)"]
+asyncmy = ["greenlet (!=0.4.17)", "asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)"]
 mariadb_connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5)"]
 mssql = ["pyodbc"]
 mssql_pymssql = ["pymssql"]
@@ -2354,6 +2645,7 @@ postgresql_pg8000 = ["pg8000 (>=1.29.1)"]
 postgresql_psycopg = ["psycopg (>=3.0.7)"]
 postgresql_psycopg2binary = ["psycopg2-binary"]
 postgresql_psycopg2cffi = ["psycopg2cffi"]
+postgresql_psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
 pymysql = ["pymysql"]
 sqlcipher = ["sqlcipher3-binary"]
 
@@ -2375,7 +2667,7 @@ tests = ["pytest", "typeguard", "pygments", "littleutils", "cython"]
 
 [[package]]
 name = "stevedore"
-version = "4.1.1"
+version = "5.1.0"
 description = "Manage dynamic plugins for Python applications"
 category = "dev"
 optional = false
@@ -2384,6 +2676,17 @@ python-versions = ">=3.8"
 [package.dependencies]
 pbr = ">=2.0.0,<2.1.0 || >2.1.0"
 
+[[package]]
+name = "sympy"
+version = "1.12"
+description = "Computer algebra system (CAS) in Python"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+mpmath = ">=0.19"
+
 [[package]]
 name = "terminado"
 version = "0.17.1"
@@ -2434,17 +2737,17 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "torch"
-version = "1.13.1"
+version = "2.0.1"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
-category = "dev"
+category = "main"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
 
 [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\""}
+filelock = "*"
+jinja2 = "*"
+networkx = "*"
+sympy = "*"
 typing-extensions = "*"
 
 [package.extras]
@@ -2452,7 +2755,7 @@ opt-einsum = ["opt-einsum (>=3.3)"]
 
 [[package]]
 name = "torchinfo"
-version = "1.7.1"
+version = "1.8.0"
 description = "Model summary in PyTorch, based off of the original torchsummary."
 category = "dev"
 optional = false
@@ -2483,50 +2786,49 @@ text = ["nltk (>=3.6)", "regex (>=2021.9.24)", "tqdm (>=4.41.0)"]
 
 [[package]]
 name = "torchvision"
-version = "0.12.0"
+version = "0.15.2"
 description = "image and video datasets and models for torch deep learning"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
 numpy = "*"
 pillow = ">=5.3.0,<8.3.0 || >=8.4.0"
 requests = "*"
-torch = "*"
-typing-extensions = "*"
+torch = "2.0.1"
 
 [package.extras]
 scipy = ["scipy"]
 
 [[package]]
 name = "tornado"
-version = "6.2"
+version = "6.3.3"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 category = "dev"
 optional = false
-python-versions = ">= 3.7"
+python-versions = ">= 3.8"
 
 [[package]]
 name = "tqdm"
-version = "4.64.1"
+version = "4.66.1"
 description = "Fast, Extensible Progress Meter"
 category = "dev"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+python-versions = ">=3.7"
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.8.1"
+version = "5.9.0"
 description = "Traitlets Python configuration system"
 category = "dev"
 optional = false
@@ -2536,6 +2838,24 @@ python-versions = ">=3.7"
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
 test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
 
+[[package]]
+name = "triton"
+version = "2.0.0.post1"
+description = "A language and compiler for custom Deep Learning operations"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+cmake = "*"
+filelock = "*"
+lit = "*"
+torch = "*"
+
+[package.extras]
+tests = ["autopep8", "flake8", "isort", "numpy", "pytest", "scipy (>=1.7.1)"]
+tutorials = ["matplotlib", "pandas", "tabulate"]
+
 [[package]]
 name = "typed-ast"
 version = "1.4.3"
@@ -2558,7 +2878,7 @@ test = ["pytest", "typing-extensions", "mypy"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.4.0"
+version = "4.7.1"
 description = "Backported and Experimental Type Hints for Python 3.7+"
 category = "dev"
 optional = false
@@ -2566,62 +2886,67 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "uri-template"
-version = "1.2.0"
+version = "1.3.0"
 description = "RFC 6570 URI Template Processor"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.extras]
-dev = ["mypy", "flake8 (<4.0.0)", "flake8-annotations", "flake8-bugbear", "flake8-commas", "flake8-comprehensions", "flake8-continuation", "flake8-datetimez", "flake8-docstrings", "flake8-import-order", "flake8-literal", "flake8-noqa", "flake8-requirements", "flake8-type-annotations", "flake8-use-fstring", "pep8-naming"]
+dev = ["types-pyyaml", "mypy", "flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake8-commas", "flake8-comprehensions", "flake8-continuation", "flake8-datetimez", "flake8-docstrings", "flake8-import-order", "flake8-literal", "flake8-modern-annotations", "flake8-noqa", "flake8-pyproject", "flake8-requirements", "flake8-typechecking-import", "flake8-use-fstring", "pep8-naming"]
 
 [[package]]
 name = "urllib3"
-version = "1.26.14"
+version = "2.0.4"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+python-versions = ">=3.7"
 
 [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", "urllib3-secure-extra", "ipaddress"]
-socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "wandb"
-version = "0.12.16"
+version = "0.15.8"
 description = "A CLI and library for interacting with the Weights and Biases API."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-Click = ">=7.0,<8.0.0 || >8.0.0"
+appdirs = ">=1.4.3"
+Click = ">=7.1,<8.0.0 || >8.0.0"
 docker-pycreds = ">=0.4.0"
-GitPython = ">=1.0.0"
+GitPython = ">=1.0.0,<3.1.29 || >3.1.29"
 pathtools = "*"
-promise = ">=2.0,<3"
-protobuf = ">=3.12.0"
+protobuf = [
+    {version = ">=3.15.0,<4.21.0 || >4.21.0,<5", markers = "python_version == \"3.9\" and sys_platform == \"linux\""},
+    {version = ">=3.19.0,<4.21.0 || >4.21.0,<5", markers = "python_version > \"3.9\" or sys_platform != \"linux\""},
+]
 psutil = ">=5.0.0"
-python-dateutil = ">=2.6.1"
 PyYAML = "*"
 requests = ">=2.0.0,<3"
 sentry-sdk = ">=1.0.0"
 setproctitle = "*"
 setuptools = "*"
-shortuuid = ">=0.5.0"
-six = ">=1.13.0"
+typing-extensions = {version = "*", markers = "python_version < \"3.10\""}
 
 [package.extras]
+async = ["httpx (>=0.22.0)"]
 aws = ["boto3"]
-azure = ["azure-storage-blob"]
+azure = ["azure-identity", "azure-storage-blob"]
 gcp = ["google-cloud-storage"]
 grpc = ["grpcio (>=1.27.2)"]
 kubeflow = ["kubernetes", "minio", "google-cloud-storage", "sh"]
-launch = ["nbconvert", "nbformat", "chardet", "iso8601", "typing-extensions", "boto3", "google-cloud-storage", "kubernetes"]
+launch = ["awscli", "azure-identity", "azure-containerregistry", "azure-storage-blob", "boto3", "botocore", "chardet", "google-auth", "google-cloud-artifact-registry", "google-cloud-compute", "google-cloud-storage", "iso8601", "kubernetes", "optuna", "nbconvert", "nbformat", "typing-extensions"]
 media = ["numpy", "moviepy", "pillow", "bokeh", "soundfile", "plotly", "rdkit-pypi"]
-sweeps = ["numpy (>=1.15,<1.21)", "scipy (>=1.5.4)", "pyyaml", "scikit-learn (==0.24.1)", "jsonschema (>=3.2.0)", "jsonref (>=0.2)", "pydantic (>=1.8.2)"]
+models = ["cloudpickle"]
+perf = ["orjson"]
+sweeps = ["sweeps (>=0.2.0)"]
 
 [[package]]
 name = "wcwidth"
@@ -2633,12 +2958,16 @@ python-versions = "*"
 
 [[package]]
 name = "webcolors"
-version = "1.12"
-description = "A library for working with color names and color values formats defined by HTML and CSS."
+version = "1.13"
+description = "A library for working with the color formats defined by HTML and CSS."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
+[package.extras]
+docs = ["furo", "sphinx", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-notfound-page", "sphinxext-opengraph"]
+tests = ["pytest", "pytest-cov"]
+
 [[package]]
 name = "webencodings"
 version = "0.5.1"
@@ -2649,31 +2978,20 @@ python-versions = "*"
 
 [[package]]
 name = "websocket-client"
-version = "1.5.0"
+version = "1.6.2"
 description = "WebSocket client for Python with low level API options"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.extras]
-docs = ["Sphinx (>=3.4)", "sphinx-rtd-theme (>=0.5)"]
+docs = ["Sphinx (>=6.0)", "sphinx-rtd-theme (>=1.1.0)"]
 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 
-[[package]]
-name = "wheel"
-version = "0.38.4"
-description = "A built-package format for Python"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.extras]
-test = ["pytest (>=3.0.0)"]
-
 [[package]]
 name = "widgetsnbextension"
-version = "3.6.1"
+version = "3.6.5"
 description = "IPython HTML widgets for Jupyter"
 category = "dev"
 optional = false
@@ -2693,9 +3011,17 @@ python-versions = ">=3.5"
 [package.extras]
 dev = ["pytest (>=4.6.2)", "black (>=19.3b0)"]
 
+[[package]]
+name = "y-py"
+version = "0.6.0"
+description = "Python bindings for the Y-CRDT built from yrs (Rust)"
+category = "dev"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "yarl"
-version = "1.8.2"
+version = "1.9.2"
 description = "Yet another URL library"
 category = "dev"
 optional = false
@@ -2705,39 +3031,59 @@ python-versions = ">=3.7"
 idna = ">=2.0"
 multidict = ">=4.0"
 
+[[package]]
+name = "ypy-websocket"
+version = "0.8.4"
+description = "WebSocket connector for Ypy"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+aiofiles = ">=22.1.0,<23"
+aiosqlite = ">=0.17.0,<1"
+y-py = ">=0.6.0,<0.7.0"
+
+[package.extras]
+test = ["mypy", "pre-commit", "pytest", "pytest-asyncio", "websockets (>=10.0)"]
+
 [[package]]
 name = "zipp"
-version = "3.12.0"
+version = "3.16.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.extras]
-docs = ["sphinx (>=3.5)", "jaraco.packaging (>=9)", "rst.linker (>=1.9)", "furo", "sphinx-lint", "jaraco.tidelift (>=1.4)"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "flake8 (<5)", "pytest-cov", "pytest-enabler (>=1.3)", "jaraco-itertools", "func-timeout", "jaraco-functools", "more-itertools", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "pytest-flake8"]
+docs = ["sphinx (>=3.5)", "jaraco.packaging (>=9.3)", "rst.linker (>=1.9)", "furo", "sphinx-lint", "jaraco.tidelift (>=1.4)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ruff", "jaraco-itertools", "jaraco-functools", "more-itertools", "big-o", "pytest-ignore-flaky", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"]
 
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.9"
-content-hash = "5d7bad830d3a380a11aec61a3cb17cdb807cf5f661ea2a89441ed679ad3ee373"
+content-hash = "1c0ee4ad9e79968e637747a977a3e81d6ce16c6cb1512f3982ba9092918a1e75"
 
 [metadata.files]
 adan-pytorch = []
+aiofiles = []
 aiohttp = []
+aiosignal = []
+aiosqlite = []
 alembic = []
 antlr4-python3-runtime = [
     {file = "antlr4-python3-runtime-4.9.3.tar.gz", hash = "sha256:f224469b4168294902bb1efa80a8bf7855f24c99aef99cbefc1bcd3cce77881b"},
 ]
 anyio = []
+appdirs = [
+    {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"},
+    {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
+]
 appnope = [
     {file = "appnope-0.1.3-py2.py3-none-any.whl", hash = "sha256:265a455292d0bd8a72453494fa24df5a11eb18373a60c7c0430889f22548605e"},
     {file = "appnope-0.1.3.tar.gz", hash = "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24"},
 ]
-argon2-cffi = [
-    {file = "argon2-cffi-21.3.0.tar.gz", hash = "sha256:d384164d944190a7dd7ef22c6aa3ff197da12962bd04b17f64d4e93d934dba5b"},
-    {file = "argon2_cffi-21.3.0-py3-none-any.whl", hash = "sha256:8c976986f2c5c0e5000919e6de187906cfd81fb1c72bf9d88c01177e77da7f80"},
-]
+argon2-cffi = []
 argon2-cffi-bindings = [
     {file = "argon2-cffi-bindings-21.2.0.tar.gz", hash = "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3"},
     {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:ccb949252cb2ab3a08c02024acb77cfb179492d5701c7cbdbfd776124d4d2367"},
@@ -2772,14 +3118,8 @@ backcall = [
     {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
     {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
 ]
-bandit = [
-    {file = "bandit-1.7.4-py3-none-any.whl", hash = "sha256:412d3f259dab4077d0e7f0c11f50f650cc7d10db905d98f6520a95a18049658a"},
-    {file = "bandit-1.7.4.tar.gz", hash = "sha256:2d63a8c573417bae338962d4b9b06fbc6080f74ecd955a092849e1e65c717bd2"},
-]
-beautifulsoup4 = [
-    {file = "beautifulsoup4-4.11.1-py3-none-any.whl", hash = "sha256:58d5c3d29f5a36ffeb94f02f0d786cd53014cf9b3b3951d42e0080d8a9498d30"},
-    {file = "beautifulsoup4-4.11.1.tar.gz", hash = "sha256:ad9aa55b65ef2808eb405f46cf74df7fcb7044d5cbc26487f96eb2ef2e436693"},
-]
+bandit = []
+beautifulsoup4 = []
 black = []
 bleach = []
 boltons = [
@@ -2788,11 +3128,11 @@ boltons = [
 ]
 certifi = []
 cffi = []
-chardet = []
 charset-normalizer = []
 click = []
 cliff = []
 cmaes = []
+cmake = []
 cmd2 = []
 colorama = []
 colorlog = []
@@ -2910,8 +3250,14 @@ einops = [
     {file = "einops-0.3.2-py3-none-any.whl", hash = "sha256:285f3c75620897acb8b5580170c88121f010c77ce130bc7b9f220179009dafe0"},
     {file = "einops-0.3.2.tar.gz", hash = "sha256:5200e413539f0377f4177ef00dc019968f4177c49b1db3e836c7883df2a5fe2e"},
 ]
+entrypoints = [
+    {file = "entrypoints-0.4-py3-none-any.whl", hash = "sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"},
+    {file = "entrypoints-0.4.tar.gz", hash = "sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4"},
+]
+exceptiongroup = []
 executing = []
 fastjsonschema = []
+filelock = []
 flake8 = []
 flake8-annotations = []
 flake8-bandit = []
@@ -2921,6 +3267,7 @@ flake8-docstrings = []
 flake8-import-order = []
 fonttools = []
 fqdn = []
+frozenlist = []
 fsspec = []
 gitdb = []
 gitpython = []
@@ -2930,6 +3277,7 @@ hydra-core = []
 hydra-optuna-sweeper = []
 idna = []
 importlib-metadata = []
+importlib-resources = []
 ipykernel = []
 ipython = []
 ipython-genutils = [
@@ -2947,43 +3295,45 @@ joblib = []
 json5 = []
 jsonpointer = []
 jsonschema = []
+jsonschema-specifications = []
 jupyter = [
     {file = "jupyter-1.0.0-py2.py3-none-any.whl", hash = "sha256:5b290f93b98ffbc21c0c7e749f054b3267782166d72fa5e3ed1ed4eaf34a2b78"},
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     {file = "jupyter-1.0.0.zip", hash = "sha256:3e1f86076bbb7c8c207829390305a2b1fe836d471ed54be66a3b8c41e7f46cc7"},
 ]
 jupyter-client = []
-jupyter-console = [
-    {file = "jupyter_console-6.4.4-py3-none-any.whl", hash = "sha256:756df7f4f60c986e7bc0172e4493d3830a7e6e75c08750bbe59c0a5403ad6dee"},
-    {file = "jupyter_console-6.4.4.tar.gz", hash = "sha256:172f5335e31d600df61613a97b7f0352f2c8250bbd1092ef2d658f77249f89fb"},
-]
+jupyter-console = []
 jupyter-core = []
 jupyter-events = []
 jupyter-server = []
+jupyter-server-fileid = []
 jupyter-server-terminals = []
+jupyter-server-ydoc = []
+jupyter-ydoc = []
 jupyterlab = []
 jupyterlab-pygments = [
     {file = "jupyterlab_pygments-0.2.2-py2.py3-none-any.whl", hash = "sha256:2405800db07c9f770863bcf8049a529c3dd4d3e28536638bd7c1c01d2748309f"},
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 ]
 jupyterlab-server = []
-jupyterlab-widgets = [
-    {file = "jupyterlab_widgets-1.1.1-py3-none-any.whl", hash = "sha256:90ab47d99da03a3697074acb23b2975ead1d6171aa41cb2812041a7f2a08177a"},
-    {file = "jupyterlab_widgets-1.1.1.tar.gz", hash = "sha256:67d0ef1e407e0c42c8ab60b9d901cd7a4c68923650763f75bf17fb06c1943b79"},
-]
+jupyterlab-widgets = []
 kiwisolver = []
 lightning-utilities = []
+lit = []
 loguru = [
     {file = "loguru-0.6.0-py3-none-any.whl", hash = "sha256:4e2414d534a2ab57573365b3e6d0234dfb1d84b68b7f3b948e6fb743860a77c3"},
     {file = "loguru-0.6.0.tar.gz", hash = "sha256:066bd06758d0a513e9836fd9c6b5a75bfb3fd36841f4b996bc60b547a309d41c"},
 ]
 mako = []
+markdown-it-py = []
 markupsafe = []
 matplotlib = []
 matplotlib-inline = []
 mccabe = []
+mdurl = []
 mistune = []
 more-itertools = []
+mpmath = []
 multidict = []
 mypy = [
     {file = "mypy-0.770-cp35-cp35m-macosx_10_6_x86_64.whl", hash = "sha256:a34b577cdf6313bf24755f7a0e3f3c326d5c1f4fe7422d1d06498eb25ad0c600"},
@@ -3001,26 +3351,32 @@ mypy = [
     {file = "mypy-0.770-py3-none-any.whl", hash = "sha256:3b1fc683fb204c6b4403a1ef23f0b1fac8e4477091585e0c8c54cbdf7d7bb164"},
     {file = "mypy-0.770.tar.gz", hash = "sha256:8a627507ef9b307b46a1fea9513d5c98680ba09591253082b4c48697ba05a4ae"},
 ]
-mypy-extensions = [
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-]
+mypy-extensions = []
 nbclassic = []
 nbclient = []
 nbconvert = []
 nbformat = []
 nest-asyncio = []
+networkx = []
 nltk = []
 notebook = []
 notebook-shim = []
 numpy = []
 nvidia-cublas-cu11 = []
+nvidia-cuda-cupti-cu11 = []
 nvidia-cuda-nvrtc-cu11 = []
 nvidia-cuda-runtime-cu11 = []
 nvidia-cudnn-cu11 = []
+nvidia-cufft-cu11 = []
+nvidia-curand-cu11 = []
+nvidia-cusolver-cu11 = []
+nvidia-cusparse-cu11 = []
+nvidia-nccl-cu11 = []
+nvidia-nvtx-cu11 = []
 omegaconf = []
 opencv-python = []
 optuna = []
+overrides = []
 packaging = []
 pandocfilters = [
     {file = "pandocfilters-1.5.0-py2.py3-none-any.whl", hash = "sha256:33aae3f25fd1a026079f5d27bdd52496f0e0803b3469282162bafdcbdf6ef14f"},
@@ -3051,9 +3407,6 @@ pluggy = [
 ]
 prettytable = []
 prometheus-client = []
-promise = [
-    {file = "promise-2.3.tar.gz", hash = "sha256:dfd18337c523ba4b6a58801c164c1904a9d4d1b1747c7d5dbf45b693a49d93d0"},
-]
 prompt-toolkit = []
 protobuf = []
 psutil = []
@@ -3083,7 +3436,6 @@ pyparsing = [
 ]
 pyperclip = []
 pyreadline3 = []
-pyrsistent = []
 pytest = [
     {file = "pytest-5.4.3-py3-none-any.whl", hash = "sha256:5c0db86b698e8f170ba4582a492248919255fcd4c79b1ee64ace34301fb589a1"},
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@@ -3099,60 +3451,25 @@ python-dateutil = [
 ]
 python-json-logger = []
 pytorch-lightning = []
-pytz = []
 pywin32 = []
 pywinpty = []
-pyyaml = [
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-    {file = "PyYAML-6.0-cp39-cp39-win32.whl", hash = "sha256:b5b9eccad747aabaaffbc6064800670f0c297e52c12754eb1d976c57e4f74dcb"},
-    {file = "PyYAML-6.0-cp39-cp39-win_amd64.whl", hash = "sha256:b3d267842bf12586ba6c734f89d1f5b871df0273157918b0ccefa29deb05c21c"},
-    {file = "PyYAML-6.0.tar.gz", hash = "sha256:68fb519c14306fec9720a2a5b45bc9f0c8d1b9c72adf45c37baedfcd949c35a2"},
-]
+pyyaml = []
 pyzmq = []
 qtconsole = []
 qtpy = []
+referencing = []
 regex = []
 requests = []
 rfc3339-validator = []
 rfc3986-validator = []
+rich = []
+rpds-py = []
 safety = [
     {file = "safety-1.10.3-py2.py3-none-any.whl", hash = "sha256:5f802ad5df5614f9622d8d71fedec2757099705c2356f862847c58c6dfe13e84"},
     {file = "safety-1.10.3.tar.gz", hash = "sha256:30e394d02a20ac49b7f65292d19d38fa927a8f9582cdfd3ad1adbbc66c641ad5"},
 ]
 scipy = []
-send2trash = [
-    {file = "Send2Trash-1.8.0-py3-none-any.whl", hash = "sha256:f20eaadfdb517eaca5ce077640cb261c7d2698385a6a0f072a4a5447fd49fa08"},
-    {file = "Send2Trash-1.8.0.tar.gz", hash = "sha256:d2c24762fd3759860a0aff155e45871447ea58d2be6bdd39b5c8f966a0c99c2d"},
-]
+send2trash = []
 sentry-sdk = []
 setproctitle = []
 setuptools = [
@@ -3160,7 +3477,6 @@ setuptools = [
     {file = "setuptools-59.5.0.tar.gz", hash = "sha256:d144f85102f999444d06f9c0e8c737fd0194f10f2f7e5fdb77573f6e2fa4fad0"},
 ]
 setuptools-scm = []
-shortuuid = []
 six = [
     {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
@@ -3178,13 +3494,11 @@ snowballstemmer = [
     {file = "snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"},
     {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
 ]
-soupsieve = [
-    {file = "soupsieve-2.3.2.post1-py3-none-any.whl", hash = "sha256:3b2503d3c7084a42b1ebd08116e5f81aadfaea95863628c80a3b774a11b7c759"},
-    {file = "soupsieve-2.3.2.post1.tar.gz", hash = "sha256:fc53893b3da2c33de295667a0e19f078c14bf86544af307354de5fcf12a3f30d"},
-]
+soupsieve = []
 sqlalchemy = []
 stack-data = []
 stevedore = []
+sympy = []
 terminado = []
 tinycss2 = []
 toml = [
@@ -3198,30 +3512,11 @@ tomli = [
 torch = []
 torchinfo = []
 torchmetrics = []
-torchvision = [
-    {file = "torchvision-0.12.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:693656e6790b6ab21e4a6e87e81c2982bad9e455b5eb24e14bb672382ec6130f"},
-    {file = "torchvision-0.12.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a0be4501ca0ba1b195644c9243f49a1c49a26e52a7f37924c4239d0bf5ecbd8d"},
-    {file = "torchvision-0.12.0-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:ebfb47adf65bf3926b990b2c4767e291f135e259e03232e0e1a30ecdb05eb087"},
-    {file = "torchvision-0.12.0-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:9771231639afb5973cdaea1d449b451e2982e1ef5410ca67bbdc2b465565573a"},
-    {file = "torchvision-0.12.0-cp310-cp310-win_amd64.whl", hash = "sha256:894dacdc64b6e35e3f330722db51c76f4de016c7bf7bd79cf02ed2f4c106e625"},
-    {file = "torchvision-0.12.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:36dfdf6451fe3072ab15118982853b848896c0fd3b26cb8135e1e7981dbb0916"},
-    {file = "torchvision-0.12.0-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:aac76d52c5ce4229cb0eaebb762f3391fa736565eb35a4184fa0f7be30b705cd"},
-    {file = "torchvision-0.12.0-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:926666f0b893dce6619759c19b0dd3884af7a9d7022b10395653659d28e43c48"},
-    {file = "torchvision-0.12.0-cp37-cp37m-win_amd64.whl", hash = "sha256:c225f55c1bfce027a03f4ca46ddb9559c83f8087c2880bed3261a76c49bb7996"},
-    {file = "torchvision-0.12.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:d1ccb53836ba886320dcda12d00ee8b5f8f38b6c36d7906f141d25778cf74104"},
-    {file = "torchvision-0.12.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:9f42420f7f0b29cd3d61776df3157827257a0cf16b2c02776dc16c96abb1256d"},
-    {file = "torchvision-0.12.0-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:9017248c7e526c8cdcaaab8cf41d904a520a409d707398189a06d0757901d235"},
-    {file = "torchvision-0.12.0-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:0744902f2265d4c3e83c44a06b567df312e4a9faf8c92620016c7bed7056b5a7"},
-    {file = "torchvision-0.12.0-cp38-cp38-win_amd64.whl", hash = "sha256:a91db01496932350bf9c0ee8607ac8ef31c3ebfdaedefe5c5cda0515317f8b8e"},
-    {file = "torchvision-0.12.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:24d03fcaa28004c64a24124ac4a894c50f5948c8eb290e398d6c76fff2bc678f"},
-    {file = "torchvision-0.12.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:69d82f47b67bad6ddcbb87833ba5950a6c271ba97baae4c0955610071bf034f5"},
-    {file = "torchvision-0.12.0-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:49ed7886b93b80c9733462edd06a07f8d4c6ea4d5bd2894e7268f7a3774f4f7d"},
-    {file = "torchvision-0.12.0-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:b93a767f44e3933cb3b01a6fe9727db54590f57b7dac09d5aaf15966c6c151dd"},
-    {file = "torchvision-0.12.0-cp39-cp39-win_amd64.whl", hash = "sha256:edab05f7ba9f648c00435b384ffdbd7bde79a3b8ea893813fb50f6ccf28b1e76"},
-]
+torchvision = []
 tornado = []
 tqdm = []
 traitlets = []
+triton = []
 typed-ast = [
     {file = "typed_ast-1.4.3-cp35-cp35m-manylinux1_i686.whl", hash = "sha256:2068531575a125b87a41802130fa7e29f26c09a2833fea68d9a40cf33902eba6"},
     {file = "typed_ast-1.4.3-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:c907f561b1e83e93fad565bac5ba9c22d96a54e7ea0267c708bffe863cbe4075"},
@@ -3261,10 +3556,7 @@ typeguard = [
 typing-extensions = []
 uri-template = []
 urllib3 = []
-wandb = [
-    {file = "wandb-0.12.16-py2.py3-none-any.whl", hash = "sha256:ed7782dadfb5bc457998eccd995f88ae564cdf2a36b12024e4a5d9a47b1b84e8"},
-    {file = "wandb-0.12.16.tar.gz", hash = "sha256:a738b5eb61081fa96fc2e16ffaf6dbde67b78f973ff45bda61ed93659ca09912"},
-]
+wandb = []
 wcwidth = []
 webcolors = []
 webencodings = [
@@ -3272,14 +3564,12 @@ webencodings = [
     {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
 ]
 websocket-client = []
-wheel = []
-widgetsnbextension = [
-    {file = "widgetsnbextension-3.6.1-py2.py3-none-any.whl", hash = "sha256:954e0faefdd414e4e013f17dbc7fd86f24cf1d243a3ac85d5f0fc2c2d2b50c66"},
-    {file = "widgetsnbextension-3.6.1.tar.gz", hash = "sha256:9c84ae64c2893c7cbe2eaafc7505221a795c27d68938454034ac487319a75b10"},
-]
+widgetsnbextension = []
 win32-setctime = [
     {file = "win32_setctime-1.1.0-py3-none-any.whl", hash = "sha256:231db239e959c2fe7eb1d7dc129f11172354f98361c4fa2d6d2d7e278baa8aad"},
     {file = "win32_setctime-1.1.0.tar.gz", hash = "sha256:15cf5750465118d6929ae4de4eb46e8edae9a5634350c01ba582df868e932cb2"},
 ]
+y-py = []
 yarl = []
+ypy-websocket = []
 zipp = []
diff --git a/pyproject.toml b/pyproject.toml
index e444258..b535304 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,13 +14,25 @@ python = "^3.9"
 loguru = "^0.6.0"
 omegaconf = "^2.1.0"
 einops = "^0.3.0"
-pytorch-lightning = "^1.7.6"
 hydra-core = "^1.2.0"
 smart-open = "^5.2.1"
-torch = "^1.11.0"
-torchvision = "^0.12.0"
+torch = ">=2.0.0"
+torchvision = "^0.15.0"
 adan-pytorch = "^0.1.0"
 torchmetrics = "^0.9.3"
+pytorch-lightning = "^2.0.7"
+nvidia-cublas-cu11 = "^11.11.3.6"
+nvidia-cuda-cupti-cu11 = "^11.8.87"
+nvidia-cuda-nvrtc-cu11 = "^11.8.89"
+nvidia-cuda-runtime-cu11 = "^11.8.89"
+nvidia-cudnn-cu11 = "^8.9.4.25"
+nvidia-cufft-cu11 = "^10.9.0.58"
+nvidia-curand-cu11 = "^10.3.0.86"
+nvidia-cusolver-cu11 = "^11.4.1.48"
+nvidia-cusparse-cu11 = "^11.7.5.86"
+nvidia-nccl-cu11 = "^2.18.3"
+nvidia-nvtx-cu11 = "^11.8.86"
+triton = "^2.0.0.post1"
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^5.4.2"
@@ -31,7 +43,7 @@ flake8 = "^5.0.4"
 safety = "^1.9.0"
 mypy = "^0.770"
 typeguard = "^2.7.1"
-wandb = "0.12.16"
+wandb = "0.15.8"
 scipy = "^1.6.1"
 jupyterlab = "^3.0.15"
 ipywidgets = "^7.6.3"
-- 
cgit v1.2.3-70-g09d2