From d12925fa5ee8b6c04e279ef7539f888fdf699ef6 Mon Sep 17 00:00:00 2001
From: Christoph Gerum <gerum@informatik.uni-tuebingen.de>
Date: Fri, 26 Jan 2024 12:59:49 +0100
Subject: [PATCH] Fix merge error when loading state dicts

---
 external/hannah-tvm              |    2 +-
 hannah/models/factory/factory.py |    4 +-
 hannah/train.py                  |   19 +
 poetry.lock                      | 4490 +++++++++++++++---------------
 pyproject.toml                   |   11 +-
 5 files changed, 2197 insertions(+), 2329 deletions(-)

diff --git a/external/hannah-tvm b/external/hannah-tvm
index 3a0dfedb..3070baa8 160000
--- a/external/hannah-tvm
+++ b/external/hannah-tvm
@@ -1 +1 @@
-Subproject commit 3a0dfedb4c0750cd38d131ca5ae9ad12ea6ec440
+Subproject commit 3070baa8441a3d329f1da571df018d4d0633fc8f
diff --git a/hannah/models/factory/factory.py b/hannah/models/factory/factory.py
index f55002f4..c2ba87d3 100644
--- a/hannah/models/factory/factory.py
+++ b/hannah/models/factory/factory.py
@@ -145,8 +145,8 @@ class NetworkConfig:
 
     _target_: str = "hannah.models.factory.create_cnn"
     name: str = MISSING
-    norm: Optional[NormConfig] = BNConfig()
-    act: Optional[ActConfig] = ActConfig()
+    norm: Optional[NormConfig] = field(default_factory=BNConfig)
+    act: Optional[ActConfig] = field(default_factory=ActConfig)
     qconfig: Optional[Any] = None
     conv: List[MajorBlockConfig] = field(default_factory=list)
     linear: List[LinearConfig] = field(default_factory=list)
diff --git a/hannah/train.py b/hannah/train.py
index 6f9e84dc..0a8684f1 100644
--- a/hannah/train.py
+++ b/hannah/train.py
@@ -146,6 +146,25 @@ def train(
             _convert_="partial",
         )
 
+        if config.get("input_file", None):
+            msglogger.info("Loading initial weights from model %s", config.input_file)
+            lit_module.setup("train")
+            lit_module.load_from_state_dict(config.input_file, strict=False)
+
+        if config["auto_lr"]:
+            # run lr finder (counts as one epoch)
+            lr_finder = lit_trainer.lr_find(lit_module)
+
+            # inspect results
+            fig = lr_finder.plot()
+            fig.savefig("./learning_rate.png")
+
+            # recreate module with updated config
+            suggested_lr = lr_finder.suggestion()
+            config["lr"] = suggested_lr
+
+        lit_trainer.tune(lit_module)
+
         logging.info("Starting training")
         # PL TRAIN
         ckpt_path = None
diff --git a/poetry.lock b/poetry.lock
index 716d67f4..a6426d5c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,110 +2,122 @@
 
 [[package]]
 name = "absl-py"
-version = "2.0.0"
+version = "1.4.0"
 description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.6"
 files = [
-    {file = "absl-py-2.0.0.tar.gz", hash = "sha256:d9690211c5fcfefcdd1a45470ac2b5c5acd45241c3af71eed96bc5441746c0d5"},
-    {file = "absl_py-2.0.0-py3-none-any.whl", hash = "sha256:9a28abb62774ae4e8edbe2dd4c49ffcd45a6a848952a5eccc6a49f3f0fc1e2f3"},
+    {file = "absl-py-1.4.0.tar.gz", hash = "sha256:d2c244d01048ba476e7c080bd2c6df5e141d211de80223460d5b3b8a2a58433d"},
+    {file = "absl_py-1.4.0-py3-none-any.whl", hash = "sha256:0d3fe606adfa4f7db64792dd4c7aee4ee0c38ab75dfd353b7a83ed3e957fcb47"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.9.1"
+version = "3.8.5"
 description = "Async http client/server framework (asyncio)"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.6"
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 ]
 
 [package.dependencies]
 aiosignal = ">=1.1.2"
-async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
+async-timeout = ">=4.0.0a3,<5.0"
 attrs = ">=17.3.0"
+charset-normalizer = ">=2.0,<4.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns", "brotlicffi"]
+speedups = ["Brotli", "aiodns", "cchardet"]
 
 [[package]]
 name = "aiohttp-retry"
@@ -161,13 +173,13 @@ tests = ["pytest"]
 
 [[package]]
 name = "alembic"
-version = "1.13.1"
+version = "1.12.0"
 description = "A database migration tool for SQLAlchemy."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 files = [
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-    {file = "alembic-1.13.1.tar.gz", hash = "sha256:4932c8558bf68f2ee92b9bbcb8218671c627064d5b08939437af6d77dc05e595"},
+    {file = "alembic-1.12.0-py3-none-any.whl", hash = "sha256:03226222f1cf943deee6c85d9464261a6c710cd19b4fe867a3ad1f25afda610f"},
+    {file = "alembic-1.12.0.tar.gz", hash = "sha256:8e7645c32e4f200675e69f0745415335eb59a3663f5feb487abfa0b30c45888b"},
 ]
 
 [package.dependencies]
@@ -178,21 +190,21 @@ SQLAlchemy = ">=1.3.0"
 typing-extensions = ">=4"
 
 [package.extras]
-tz = ["backports.zoneinfo"]
+tz = ["python-dateutil"]
 
 [[package]]
 name = "amqp"
-version = "5.2.0"
+version = "5.1.1"
 description = "Low-level AMQP client for Python (fork of amqplib)."
 optional = true
 python-versions = ">=3.6"
 files = [
-    {file = "amqp-5.2.0-py3-none-any.whl", hash = "sha256:827cb12fb0baa892aad844fd95258143bce4027fdac4fccddbc43330fd281637"},
-    {file = "amqp-5.2.0.tar.gz", hash = "sha256:a1ecff425ad063ad42a486c902807d1482311481c8ad95a72694b2975e75f7fd"},
+    {file = "amqp-5.1.1-py3-none-any.whl", hash = "sha256:6f0956d2c23d8fa6e7691934d8c3930eadb44972cbbd1a7ae3a520f735d43359"},
+    {file = "amqp-5.1.1.tar.gz", hash = "sha256:2c1b13fecc0893e946c65cbd5f36427861cffa4ea2201d8f6fca22e2a373b5e2"},
 ]
 
 [package.dependencies]
-vine = ">=5.0.0,<6.0.0"
+vine = ">=5.0.0"
 
 [[package]]
 name = "antlr4-python3-runtime"
@@ -228,17 +240,17 @@ files = [
 
 [[package]]
 name = "asyncssh"
-version = "2.14.2"
+version = "2.13.2"
 description = "AsyncSSH: Asynchronous SSHv2 client and server library"
 optional = true
 python-versions = ">= 3.6"
 files = [
-    {file = "asyncssh-2.14.2-py3-none-any.whl", hash = "sha256:6ff9923389a16bda4f681c1fc253386cc4e1f19fb74fd0684dd0d31943ebe5e4"},
-    {file = "asyncssh-2.14.2.tar.gz", hash = "sha256:e956bf8988d07a06ba3305f6604e261f4ca014c4a232f0873f1c7692fbe3cfc2"},
+    {file = "asyncssh-2.13.2-py3-none-any.whl", hash = "sha256:c7dfe9085c0659acb2ef0d177fb12421e92a20d52b98ab83eed4a5916a1d60cc"},
+    {file = "asyncssh-2.13.2.tar.gz", hash = "sha256:991e531c4bb7dbec62b754878d96a3246338aac11a28ce3c3e99018fb2f5828c"},
 ]
 
 [package.dependencies]
-cryptography = ">=39.0"
+cryptography = ">=3.1"
 typing-extensions = ">=3.6"
 
 [package.extras]
@@ -247,7 +259,7 @@ fido2 = ["fido2 (>=0.9.2)"]
 gssapi = ["gssapi (>=1.2.0)"]
 libnacl = ["libnacl (>=1.4.2)"]
 pkcs11 = ["python-pkcs11 (>=0.7.0)"]
-pyopenssl = ["pyOpenSSL (>=23.0.0)"]
+pyopenssl = ["pyOpenSSL (>=17.0.0)"]
 pywin32 = ["pywin32 (>=227)"]
 
 [[package]]
@@ -263,22 +275,21 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "23.2.0"
+version = "23.1.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
-    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
+    {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
+    {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
 ]
 
 [package.extras]
 cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[tests]", "pre-commit"]
+dev = ["attrs[docs,tests]", "pre-commit"]
 docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
 tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 
 [[package]]
 name = "automat"
@@ -300,13 +311,13 @@ visualize = ["Twisted (>=16.1.1)", "graphviz (>0.5.1)"]
 
 [[package]]
 name = "autopage"
-version = "0.5.2"
+version = "0.5.1"
 description = "A library to provide automatic paging for console output"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "autopage-0.5.2-py3-none-any.whl", hash = "sha256:f5eae54dd20ccc8b1ff611263fc87bc46608a9cde749bbcfc93339713a429c55"},
-    {file = "autopage-0.5.2.tar.gz", hash = "sha256:826996d74c5aa9f4b6916195547312ac6384bac3810b8517063f293248257b72"},
+    {file = "autopage-0.5.1-py3-none-any.whl", hash = "sha256:0fbf5efbe78d466a26753e1dee3272423a3adc989d6a778c700e89a3f8ff0d88"},
+    {file = "autopage-0.5.1.tar.gz", hash = "sha256:01be3ee61bb714e9090fcc5c10f4cf546c396331c620c6ae50a2321b28ed3199"},
 ]
 
 [[package]]
@@ -342,38 +353,32 @@ tzdata = ["tzdata"]
 
 [[package]]
 name = "bcrypt"
-version = "4.1.2"
+version = "4.0.1"
 description = "Modern password hashing for your software and your servers"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.6"
 files = [
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-    {file = "bcrypt-4.1.2-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ea505c97a5c465ab8c3ba75c0805a102ce526695cd6818c6de3b1a38f6f60da1"},
-    {file = "bcrypt-4.1.2-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:57fa9442758da926ed33a91644649d3e340a71e2d0a5a8de064fb621fd5a3326"},
-    {file = "bcrypt-4.1.2-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:eb3bd3321517916696233b5e0c67fd7d6281f0ef48e66812db35fc963a422a1c"},
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-    {file = "bcrypt-4.1.2-cp37-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:44290ccc827d3a24604f2c8bcd00d0da349e336e6503656cb8192133e27335e2"},
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+    {file = "bcrypt-4.0.1.tar.gz", hash = "sha256:27d375903ac8261cfe4047f6709d16f7d18d39b1ec92aaf72af989552a650ebd"},
 ]
 
 [package.extras]
@@ -400,13 +405,13 @@ lxml = ["lxml"]
 
 [[package]]
 name = "billiard"
-version = "4.2.0"
+version = "4.1.0"
 description = "Python multiprocessing fork with improvements and bugfixes"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "billiard-4.2.0-py3-none-any.whl", hash = "sha256:07aa978b308f334ff8282bd4a746e681b3513db5c9a514cbdd810cbbdc19714d"},
-    {file = "billiard-4.2.0.tar.gz", hash = "sha256:9a3c3184cb275aa17a732f93f65b20c525d3d9f253722d26a82194803ade5a2c"},
+    {file = "billiard-4.1.0-py3-none-any.whl", hash = "sha256:0f50d6be051c6b2b75bfbc8bfd85af195c5739c281d3f5b86a5640c65563614a"},
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 ]
 
 [[package]]
@@ -423,33 +428,33 @@ files = [
 
 [[package]]
 name = "black"
-version = "23.12.1"
+version = "23.9.1"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -463,19 +468,19 @@ typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"]
+d = ["aiohttp (>=3.7.4)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "board-automate"
-version = "0.4.1"
+version = "0.4.0"
 description = "Automate remote exection on linux based embedded boards"
 optional = true
 python-versions = ">3.7.1,<4.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -501,13 +506,13 @@ postgres = ["jinjasql (>0.1.7)", "psycopg2-binary (>=2.8.6,<3.0.0)", "pydot (>=1
 
 [[package]]
 name = "cachetools"
-version = "5.3.2"
+version = "5.3.1"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -535,30 +540,30 @@ tutorials = ["flask", "flask-compress", "ipython", "ipywidgets", "jupyter", "tor
 
 [[package]]
 name = "celery"
-version = "5.3.6"
+version = "5.3.4"
 description = "Distributed Task Queue."
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 "backports.zoneinfo" = {version = ">=0.2.1", markers = "python_version < \"3.9\""}
-billiard = ">=4.2.0,<5.0"
+billiard = ">=4.1.0,<5.0"
 click = ">=8.1.2,<9.0"
 click-didyoumean = ">=0.3.0"
 click-plugins = ">=1.1.1"
 click-repl = ">=0.2.0"
-kombu = ">=5.3.4,<6.0"
+kombu = ">=5.3.2,<6.0"
 python-dateutil = ">=2.8.2"
 tzdata = ">=2022.7"
-vine = ">=5.1.0,<6.0"
+vine = ">=5.0.0,<6.0"
 
 [package.extras]
 arangodb = ["pyArango (>=2.0.2)"]
-auth = ["cryptography (==41.0.5)"]
+auth = ["cryptography (==41.0.3)"]
 azureblockblob = ["azure-storage-blob (>=12.15.0)"]
 brotli = ["brotli (>=1.0.0)", "brotlipy (>=0.7.0)"]
 cassandra = ["cassandra-driver (>=3.25.0,<4)"]
@@ -568,36 +573,36 @@ couchbase = ["couchbase (>=3.0.0)"]
 couchdb = ["pycouchdb (==1.14.2)"]
 django = ["Django (>=2.2.28)"]
 dynamodb = ["boto3 (>=1.26.143)"]
-elasticsearch = ["elastic-transport (<=8.10.0)", "elasticsearch (<=8.11.0)"]
+elasticsearch = ["elasticsearch (<8.0)"]
 eventlet = ["eventlet (>=0.32.0)"]
 gevent = ["gevent (>=1.5.0)"]
 librabbitmq = ["librabbitmq (>=2.0.0)"]
 memcache = ["pylibmc (==1.6.3)"]
 mongodb = ["pymongo[srv] (>=4.0.2)"]
-msgpack = ["msgpack (==1.0.7)"]
+msgpack = ["msgpack (==1.0.5)"]
 pymemcache = ["python-memcached (==1.59)"]
 pyro = ["pyro4 (==4.82)"]
 pytest = ["pytest-celery (==0.0.0)"]
-redis = ["redis (>=4.5.2,!=4.5.5,<6.0.0)"]
+redis = ["redis (>=4.5.2,!=4.5.5,<5.0.0)"]
 s3 = ["boto3 (>=1.26.143)"]
 slmq = ["softlayer-messaging (>=1.0.3)"]
-solar = ["ephem (==4.1.5)"]
+solar = ["ephem (==4.1.4)"]
 sqlalchemy = ["sqlalchemy (>=1.4.48,<2.1)"]
 sqs = ["boto3 (>=1.26.143)", "kombu[sqs] (>=5.3.0)", "pycurl (>=7.43.0.5)", "urllib3 (>=1.26.16)"]
 tblib = ["tblib (>=1.3.0)", "tblib (>=1.5.0)"]
 yaml = ["PyYAML (>=3.10)"]
 zookeeper = ["kazoo (>=1.3.1)"]
-zstd = ["zstandard (==0.22.0)"]
+zstd = ["zstandard (==0.21.0)"]
 
 [[package]]
 name = "certifi"
-version = "2023.11.17"
+version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [[package]]
@@ -688,101 +693,86 @@ files = [
 
 [[package]]
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-version = "3.3.2"
+version = "3.2.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 [[package]]
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 [[package]]
 name = "cliff"
-version = "4.4.0"
+version = "4.3.0"
 description = "Command Line Interface Formulation Framework"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
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 [[package]]
 name = "cloudpickle"
-version = "3.0.0"
-description = "Pickler class to extend the standard pickle.Pickler functionality"
+version = "2.2.1"
+description = "Extended pickling support for Python objects"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.6"
 files = [
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 [[package]]
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 [package.extras]
 cmawm = ["scipy"]
 
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-
 [[package]]
 name = "cmd2"
 version = "2.4.3"
@@ -977,13 +938,13 @@ cron = ["capturer (>=2.4)"]
 
 [[package]]
 name = "colorlog"
-version = "6.8.0"
+version = "6.7.0"
 description = "Add colours to the output of Python's logging module."
 optional = false
 python-versions = ">=3.6"
 files = [
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 [package.dependencies]
@@ -1023,145 +984,136 @@ testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)",
 
 [[package]]
 name = "constantly"
-version = "23.10.4"
+version = "15.1.0"
 description = "Symbolic constants in Python"
 optional = true
-python-versions = ">=3.8"
+python-versions = "*"
 files = [
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 ]
 
 [[package]]
 name = "contourpy"
-version = "1.1.1"
+version = "1.1.0"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1172,34 +1124,34 @@ toml = ["tomli"]
 
 [[package]]
 name = "cryptography"
-version = "41.0.7"
+version = "41.0.3"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = true
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -1217,28 +1169,24 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "cycler"
-version = "0.12.1"
+version = "0.11.0"
 description = "Composable style cycles"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.6"
 files = [
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 ]
 
-[package.extras]
-docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
-tests = ["pytest", "pytest-cov", "pytest-xdist"]
-
 [[package]]
 name = "dataclasses-json"
-version = "0.6.3"
+version = "0.6.0"
 description = "Easily serialize dataclasses to and from JSON."
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -1275,31 +1223,31 @@ dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
 
 [[package]]
 name = "dgl"
-version = "0.9.1"
+version = "1.1.3"
 description = "Deep Graph Library"
 optional = false
 python-versions = "*"
 files = [
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 [package.dependencies]
@@ -1470,13 +1405,13 @@ pgp = ["gpg"]
 
 [[package]]
 name = "dvc"
-version = "3.38.1"
+version = "3.42.0"
 description = "Git for data scientists - manage your code and data together"
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1484,9 +1419,9 @@ colorama = ">=0.3.9"
 configobj = ">=5.0.6"
 distro = ">=1.3"
 dpath = ">=2.1.0,<3"
-dvc-data = ">=3.7,<3.8"
+dvc-data = ">=3.8,<3.9"
 dvc-http = ">=2.29.0"
-dvc-render = ">=1.0.0,<2"
+dvc-render = ">=1.0.1,<2"
 dvc-studio-client = ">=0.17.1,<1"
 dvc-task = ">=0.3.0,<1"
 flatten-dict = ">=0.4.1,<1"
@@ -1529,20 +1464,20 @@ s3 = ["dvc-s3 (>=3,<4)"]
 ssh = ["dvc-ssh (>=3,<4)"]
 ssh-gssapi = ["dvc-ssh[gssapi] (>=3,<4)"]
 testing = ["pytest-benchmark[histogram]", "pytest-test-utils", "virtualenv"]
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 webhdfs = ["dvc-webhdfs (>=3.1,<4)"]
 webhdfs-kerberos = ["dvc-webhdfs[kerberos] (>=3.1,<4)"]
 
 [[package]]
 name = "dvc-data"
-version = "3.7.0"
+version = "3.8.0"
 description = "DVC's data management subsystem"
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1564,13 +1499,13 @@ tests = ["pytest (>=7,<8)", "pytest-benchmark (>=4)", "pytest-cov (>=4.1.0)", "p
 
 [[package]]
 name = "dvc-http"
-version = "2.32.0"
+version = "2.30.2"
 description = "http plugin for dvc"
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1601,21 +1536,21 @@ tests = ["pytest (>=7,<8)", "pytest-asyncio (>=0.23.2,<1)", "pytest-benchmark",
 
 [[package]]
 name = "dvc-render"
-version = "1.0.0"
-description = "DVC render"
+version = "1.0.1"
+description = "Dvc Render"
 optional = true
 python-versions = ">=3.8"
 files = [
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+    {file = "dvc-render-1.0.1.tar.gz", hash = "sha256:d7296869ea64c18ead9c99c46062ff116503b77a8d6e5c988f2d24716ea01d4a"},
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 ]
 
 [package.extras]
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+dev = ["dvc-render[docs]", "dvc-render[markdown]", "dvc-render[table]", "dvc-render[tests]"]
 docs = ["mkdocs (==1.5.2)", "mkdocs-gen-files (==0.5.0)", "mkdocs-material (==9.3.1)", "mkdocs-section-index (==0.3.6)", "mkdocstrings-python (==1.6.3)"]
-markdown = ["flatten-dict (>=0.4.1,<1)", "matplotlib", "tabulate (>=0.8.7)"]
+markdown = ["dvc-render[table]", "matplotlib"]
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 [[package]]
 name = "dvc-studio-client"
@@ -1663,13 +1598,13 @@ tests = ["celery-types (==0.15.0)", "flaky (==3.7.0)", "mypy (==0.971)", "pylint
 
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 [[package]]
 name = "flaky"
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 ]
 
 [[package]]
@@ -2088,13 +1999,13 @@ dev = ["flake8", "markdown", "twine", "wheel"]
 
 [[package]]
 name = "gitdb"
-version = "4.0.11"
+version = "4.0.10"
 description = "Git Object Database"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -2116,36 +2027,37 @@ smmap2 = ">=2.0.0"
 
 [[package]]
 name = "gitpython"
-version = "3.1.41"
+version = "3.1.36"
 description = "GitPython is a Python library used to interact with Git repositories"
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 python-versions = ">=3.7"
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 [[package]]
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 description = "Google Authentication Library"
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 python-versions = ">=3.7"
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 [package.dependencies]
 cachetools = ">=2.0.0,<6.0"
 pyasn1-modules = ">=0.2.1"
 rsa = ">=3.1.4,<5"
+urllib3 = "<2.0"
 
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
@@ -2207,84 +2119,90 @@ test = ["coverage", "mock (>=4)", "pytest (>=7)", "pytest-cov", "pytest-mock (>=
 
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+[package.extras]
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 [[package]]
 name = "gto"
@@ -2383,36 +2292,32 @@ tests = ["freezegun", "pylint (==3.0.3)", "pylint-plugin-utils", "pytest", "pyte
 
 [[package]]
 name = "h5py"
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 description = "Read and write HDF5 files from Python"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -2452,7 +2357,7 @@ pyvcd = ">=0.2.4"
 PyYAML = ">=5.4.1"
 SQLAlchemy = ">=1.4.12"
 tabulate = ">=0.8.9"
-torch = "2.0.0"
+torch = "^2.0.0"
 tornado = "^6.3.2"
 tqdm = ">=4.62.3"
 Twisted = "^21.2.0"
@@ -2475,13 +2380,13 @@ url = "external/hannah-tvm"
 
 [[package]]
 name = "huggingface-hub"
-version = "0.17.3"
+version = "0.17.1"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = true
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -2613,13 +2518,13 @@ idna = ">=2.5"
 
 [[package]]
 name = "identify"
-version = "2.5.33"
+version = "2.5.28"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -2627,13 +2532,13 @@ license = ["ukkonen"]
 
 [[package]]
 name = "idna"
-version = "3.6"
+version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
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 ]
 
 [[package]]
@@ -2656,13 +2561,13 @@ scipy = ">=1.2.1"
 
 [[package]]
 name = "imageio"
-version = "2.33.1"
+version = "2.31.3"
 description = "Library for reading and writing a wide range of image, video, scientific, and volumetric data formats."
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2670,58 +2575,57 @@ numpy = "*"
 pillow = ">=8.3.2"
 
 [package.extras]
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-all-plugins-pypy = ["av", "imageio-ffmpeg", "pillow-heif", "psutil", "tifffile"]
+all-plugins = ["astropy", "av", "imageio-ffmpeg", "psutil", "tifffile"]
+all-plugins-pypy = ["av", "imageio-ffmpeg", "psutil", "tifffile"]
 build = ["wheel"]
 dev = ["black", "flake8", "fsspec[github]", "pytest", "pytest-cov"]
 docs = ["numpydoc", "pydata-sphinx-theme", "sphinx (<6)"]
 ffmpeg = ["imageio-ffmpeg", "psutil"]
 fits = ["astropy"]
-full = ["astropy", "av", "black", "flake8", "fsspec[github]", "gdal", "imageio-ffmpeg", "itk", "numpydoc", "pillow-heif", "psutil", "pydata-sphinx-theme", "pytest", "pytest-cov", "sphinx (<6)", "tifffile", "wheel"]
+full = ["astropy", "av", "black", "flake8", "fsspec[github]", "gdal", "imageio-ffmpeg", "itk", "numpydoc", "psutil", "pydata-sphinx-theme", "pytest", "pytest-cov", "sphinx (<6)", "tifffile", "wheel"]
 gdal = ["gdal"]
 itk = ["itk"]
 linting = ["black", "flake8"]
-pillow-heif = ["pillow-heif"]
 pyav = ["av"]
 test = ["fsspec[github]", "pytest", "pytest-cov"]
 tifffile = ["tifffile"]
 
 [[package]]
 name = "importlib-metadata"
-version = "6.11.0"
+version = "6.8.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
 testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
 
 [[package]]
 name = "importlib-resources"
-version = "6.1.1"
+version = "6.0.1"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff", "zipp (>=3.17)"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [[package]]
 name = "incremental"
@@ -2775,17 +2679,20 @@ files = [
 
 [[package]]
 name = "isort"
-version = "5.13.2"
+version = "5.12.0"
 description = "A Python utility / library to sort Python imports."
 optional = false
 python-versions = ">=3.8.0"
 files = [
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+    {file = "isort-5.12.0.tar.gz", hash = "sha256:8bef7dde241278824a6d83f44a544709b065191b95b6e50894bdc722fcba0504"},
 ]
 
 [package.extras]
-colors = ["colorama (>=0.4.6)"]
+colors = ["colorama (>=0.4.3)"]
+pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"]
+plugins = ["setuptools"]
+requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
 [[package]]
 name = "iterative-telemetry"
@@ -3000,13 +2907,13 @@ files = [
 
 [[package]]
 name = "kombu"
-version = "5.3.4"
+version = "5.3.2"
 description = "Messaging library for Python."
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3018,14 +2925,14 @@ vine = "*"
 [package.extras]
 azureservicebus = ["azure-servicebus (>=7.10.0)"]
 azurestoragequeues = ["azure-identity (>=1.12.0)", "azure-storage-queue (>=12.6.0)"]
-confluentkafka = ["confluent-kafka (>=2.2.0)"]
+confluentkafka = ["confluent-kafka (==2.1.1)"]
 consul = ["python-consul2"]
 librabbitmq = ["librabbitmq (>=2.0.0)"]
 mongodb = ["pymongo (>=4.1.1)"]
 msgpack = ["msgpack"]
 pyro = ["pyro4"]
 qpid = ["qpid-python (>=0.26)", "qpid-tools (>=0.26)"]
-redis = ["redis (>=4.5.2,!=4.5.5,<6.0.0)"]
+redis = ["redis (>=4.5.2)"]
 slmq = ["softlayer-messaging (>=1.0.3)"]
 sqlalchemy = ["sqlalchemy (>=1.4.48,<2.1)"]
 sqs = ["boto3 (>=1.26.143)", "pycurl (>=7.43.0.5)", "urllib3 (>=1.26.16)"]
@@ -3069,42 +2976,41 @@ test = ["pytest (>=7.4)", "pytest-cov (>=4.1)"]
 
 [[package]]
 name = "libcst"
-version = "1.1.0"
+version = "1.0.1"
 description = "A concrete syntax tree with AST-like properties for Python 3.5, 3.6, 3.7, 3.8, 3.9, and 3.10 programs."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -3113,7 +3019,7 @@ typing-extensions = ">=3.7.4.2"
 typing-inspect = ">=0.4.0"
 
 [package.extras]
-dev = ["Sphinx (>=5.1.1)", "black (==23.9.1)", "build (>=0.10.0)", "coverage (>=4.5.4)", "fixit (==2.0.0.post1)", "flake8 (>=3.7.8,<5)", "hypothesis (>=4.36.0)", "hypothesmith (>=0.0.4)", "jinja2 (==3.1.2)", "jupyter (>=1.0.0)", "maturin (>=0.8.3,<0.16)", "nbsphinx (>=0.4.2)", "prompt-toolkit (>=2.0.9)", "pyre-check (==0.9.18)", "setuptools-rust (>=1.5.2)", "setuptools-scm (>=6.0.1)", "slotscheck (>=0.7.1)", "sphinx-rtd-theme (>=0.4.3)", "ufmt (==2.2.0)", "usort (==1.0.7)"]
+dev = ["Sphinx (>=5.1.1)", "black (==23.3.0)", "build (>=0.10.0)", "coverage (>=4.5.4)", "fixit (==0.1.1)", "flake8 (>=3.7.8,<5)", "hypothesis (>=4.36.0)", "hypothesmith (>=0.0.4)", "jinja2 (==3.1.2)", "jupyter (>=1.0.0)", "maturin (>=0.8.3,<0.16)", "nbsphinx (>=0.4.2)", "prompt-toolkit (>=2.0.9)", "pyre-check (==0.9.10)", "setuptools-rust (>=1.5.2)", "setuptools-scm (>=6.0.1)", "slotscheck (>=0.7.1)", "sphinx-rtd-theme (>=0.4.3)", "ufmt (==2.1.0)", "usort (==1.0.7)"]
 
 [[package]]
 name = "libsvm"
@@ -3187,70 +3093,35 @@ store-test = ["coverage (==7.3.1)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)",
 strategies = ["deepspeed (>=0.8.2,<=0.9.3)"]
 test = ["click (==8.1.7)", "cloudpickle (>=1.3,<3.0)", "coverage (==7.3.1)", "fastapi", "httpx (==0.25.0)", "onnx (>=0.14.0,<2.0)", "onnxruntime (>=0.15.0,<2.0)", "pandas", "pandas (>1.0,<3.0)", "playwright (==1.38.0)", "psutil (<6.0)", "pympler", "pytest (==7.4.0)", "pytest-asyncio (==0.21.1)", "pytest-cov (==4.1.0)", "pytest-doctestplus (==1.0.0)", "pytest-random-order (==1.1.0)", "pytest-rerunfailures (==12.0)", "pytest-timeout (==2.1.0)", "pytest-xdist (==3.3.1)", "requests-mock (==1.11.0)", "scikit-learn (>0.22.1,<2.0)", "setuptools (<69.0)", "tensorboard (>=2.9.1,<3.0)", "tensorboardX (>=2.2,<3.0)", "torchmetrics (>=0.7.0,<2.0)", "trio (<0.22.0)", "uvicorn"]
 
-[[package]]
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-version = "0.3.4"
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-torch = ">=1.6"
-torchmetrics = ">=0.2.0"
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-[package.extras]
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-
 [[package]]
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+version = "0.9.0"
 description = "PyTorch Lightning Sample project."
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 python-versions = ">=3.7"
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 [package.dependencies]
 packaging = ">=17.1"
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 typing-extensions = "*"
 
 [package.extras]
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 docs = ["requests (>=2.0.0)"]
-typing = ["mypy (>=1.0.0)", "types-setuptools"]
-
-[[package]]
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 [[package]]
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+version = "1.2.4"
 description = "A super-fast templating language that borrows the best ideas from the existing templating languages."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 files = [
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 [package.dependencies]
@@ -3263,20 +3134,20 @@ testing = ["pytest"]
 
 [[package]]
 name = "markdown"
-version = "3.5.2"
+version = "3.4.4"
 description = "Python implementation of John Gruber's Markdown."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
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 [package.dependencies]
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+docs = ["mdx-gh-links (>=0.2)", "mkdocs (>=1.0)", "mkdocs-nature (>=0.4)"]
 testing = ["coverage", "pyyaml"]
 
 [[package]]
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 ]
 
 [package.dependencies]
@@ -3449,6 +3330,7 @@ packaging = ">=20.0"
 pillow = ">=6.2.0"
 pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
+setuptools_scm = ">=7"
 
 [[package]]
 name = "mdurl"
@@ -3474,13 +3356,13 @@ files = [
 
 [[package]]
 name = "mkdocs"
-version = "1.5.3"
+version = "1.5.2"
 description = "Project documentation with Markdown."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -3548,25 +3430,23 @@ mkdocs = ">=1.0.3"
 
 [[package]]
 name = "mkdocstrings"
-version = "0.24.0"
+version = "0.23.0"
 description = "Automatic documentation from sources, for MkDocs."
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 python-versions = ">=3.8"
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 [package.dependencies]
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 importlib-metadata = {version = ">=4.6", markers = "python_version < \"3.10\""}
 Jinja2 = ">=2.11.1"
 Markdown = ">=3.3"
 MarkupSafe = ">=1.1"
-mkdocs = ">=1.4"
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 mkdocs-autorefs = ">=0.3.1"
 mkdocstrings-python = {version = ">=0.5.2", optional = true, markers = "extra == \"python\""}
-platformdirs = ">=2.2.0"
 pymdown-extensions = ">=6.3"
 typing-extensions = {version = ">=4.1", markers = "python_version < \"3.10\""}
 
@@ -3577,17 +3457,17 @@ python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 
 [[package]]
 name = "mkdocstrings-python"
-version = "1.8.0"
+version = "1.7.0"
 description = "A Python handler for mkdocstrings."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-griffe = ">=0.37"
+griffe = ">=0.35"
 mkdocstrings = ">=0.20"
 
 [[package]]
@@ -3692,38 +3572,38 @@ files = [
 
 [[package]]
 name = "mypy"
-version = "1.8.0"
+version = "1.5.1"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-setuptools = "*"
-wheel = "*"
+nvidia-cublas-cu12 = "*"
+nvidia-cusparse-cu12 = "*"
+nvidia-nvjitlink-cu12 = "*"
 
 [[package]]
-name = "nvidia-cusparse-cu11"
-version = "11.7.4.91"
+name = "nvidia-cusparse-cu12"
+version = "12.1.0.106"
 description = "CUSPARSE native runtime libraries"
 optional = false
 python-versions = ">=3"
 files = [
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 ]
 
 [package.dependencies]
-setuptools = "*"
-wheel = "*"
+nvidia-nvjitlink-cu12 = "*"
 
 [[package]]
-name = "nvidia-nccl-cu11"
-version = "2.14.3"
+name = "nvidia-nccl-cu12"
+version = "2.18.1"
 description = "NVIDIA Collective Communication Library (NCCL) Runtime"
 optional = false
 python-versions = ">=3"
 files = [
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 ]
 
 [[package]]
-name = "nvidia-nvtx-cu11"
-version = "11.7.91"
-description = "NVIDIA Tools Extension"
+name = "nvidia-nvjitlink-cu12"
+version = "12.3.101"
+description = "Nvidia JIT LTO Library"
 optional = false
 python-versions = ">=3"
 files = [
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 ]
 
-[package.dependencies]
-setuptools = "*"
-wheel = "*"
+[[package]]
+name = "nvidia-nvtx-cu12"
+version = "12.1.105"
+description = "NVIDIA Tools Extension"
+optional = false
+python-versions = ">=3"
+files = [
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+]
 
 [[package]]
 name = "nvsmi"
@@ -4019,44 +3881,51 @@ PyYAML = ">=5.1.0"
 
 [[package]]
 name = "onnx"
-version = "1.15.0"
+version = "1.14.1"
 description = "Open Neural Network Exchange"
 optional = true
-python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
 numpy = "*"
 protobuf = ">=3.20.2"
+typing-extensions = ">=3.6.2.1"
 
 [package.extras]
-reference = ["Pillow", "google-re2"]
+lint = ["lintrunner (>=0.10.0)", "lintrunner-adapters (>=0.3)"]
 
 [[package]]
 name = "onnx-tf"
@@ -4076,35 +3945,35 @@ tensorflow-addons = "*"
 
 [[package]]
 name = "onnxruntime"
-version = "1.16.3"
+version = "1.15.1"
 description = "ONNX Runtime is a runtime accelerator for Machine Learning models"
 optional = true
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -4117,18 +3986,18 @@ sympy = "*"
 
 [[package]]
 name = "opencv-python"
-version = "4.9.0.80"
+version = "4.8.0.76"
 description = "Wrapper package for OpenCV python bindings."
 optional = true
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
@@ -4136,24 +4005,25 @@ numpy = [
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-    {version = ">=1.21.4", markers = "python_version >= \"3.10\" and platform_system == \"Darwin\""},
-    {version = ">=1.21.2", markers = "platform_system != \"Darwin\" and python_version >= \"3.10\""},
+    {version = ">=1.23.5", markers = "python_version >= \"3.11\""},
+    {version = ">=1.21.4", markers = "python_version >= \"3.10\" and platform_system == \"Darwin\" and python_version < \"3.11\""},
+    {version = ">=1.21.2", markers = "platform_system != \"Darwin\" and python_version >= \"3.10\" and python_version < \"3.11\""},
 ]
 
 [[package]]
 name = "opencv-python-headless"
-version = "4.9.0.80"
+version = "4.8.0.76"
 description = "Wrapper package for OpenCV python bindings."
 optional = true
 python-versions = ">=3.6"
 files = [
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+    {file = "opencv_python_headless-4.8.0.76-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:8ee3bf1c9086493c340c6a87899f1c7778d729de92bce8560b8c31ab8a9cdf79"},
+    {file = "opencv_python_headless-4.8.0.76-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c675b8dec6298ba6a1eec2ce24077a393b4236a043f68dfacb06bf594354ce06"},
+    {file = "opencv_python_headless-4.8.0.76-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:220d2e292fa45ef0582aab730460bbc15cfe61f2089208167a372ccf76f01e21"},
+    {file = "opencv_python_headless-4.8.0.76-cp37-abi3-win32.whl", hash = "sha256:df0608de207ae9b094ad9eaf1a475cf6e9a069fb12cd289d4a18cefdab2f8aa8"},
+    {file = "opencv_python_headless-4.8.0.76-cp37-abi3-win_amd64.whl", hash = "sha256:9c094faf6ec7bd360244647b26ebdf8f54edec1d9292cb9179fff9badcca7be8"},
 ]
 
 [package.dependencies]
@@ -4161,8 +4031,9 @@ numpy = [
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     {version = ">=1.21.0", markers = "python_version <= \"3.9\" and platform_system == \"Darwin\" and platform_machine == \"arm64\" and python_version >= \"3.8\""},
-    {version = ">=1.21.4", markers = "python_version >= \"3.10\" and platform_system == \"Darwin\""},
-    {version = ">=1.21.2", markers = "platform_system != \"Darwin\" and python_version >= \"3.10\""},
+    {version = ">=1.23.5", markers = "python_version >= \"3.11\""},
+    {version = ">=1.21.4", markers = "python_version >= \"3.10\" and platform_system == \"Darwin\" and python_version < \"3.11\""},
+    {version = ">=1.21.2", markers = "platform_system != \"Darwin\" and python_version >= \"3.10\" and python_version < \"3.11\""},
 ]
 
 [[package]]
@@ -4216,72 +4087,82 @@ tests = ["fakeredis", "pytest"]
 
 [[package]]
 name = "orjson"
-version = "3.9.10"
+version = "3.9.7"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 files = [
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-xmp = ["defusedxml"]
 
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 [[package]]
 name = "pygments"
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 [[package]]
 name = "pygtrie"
@@ -4934,17 +4786,17 @@ python-dateutil = ">=2.8.0"
 
 [[package]]
 name = "pymdown-extensions"
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+version = "10.3"
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 python-versions = ">=3.8"
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 [package.dependencies]
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+markdown = ">=3.2"
 pyyaml = "*"
 
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 [package.dependencies]
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 tabulate = "*"
 testslide = ">=2.7.0"
 typing-extensions = "*"
-typing-inspect = "*"
 
 [[package]]
 name = "pyre-extensions"
@@ -5089,13 +4940,13 @@ files = [
 
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+version = "7.4.2"
 description = "pytest: simple powerful testing with Python"
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 python-versions = ">=3.7"
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 [package.dependencies]
@@ -5129,13 +4980,13 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 
 [[package]]
 name = "pytest-xdist"
-version = "3.5.0"
+version = "3.3.1"
 description = "pytest xdist plugin for distributed testing, most importantly across multiple CPUs"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pytest-xdist-3.5.0.tar.gz", hash = "sha256:cbb36f3d67e0c478baa57fa4edc8843887e0f6cfc42d677530a36d7472b32d8a"},
-    {file = "pytest_xdist-3.5.0-py3-none-any.whl", hash = "sha256:d075629c7e00b611df89f490a5063944bee7a4362a5ff11c7cc7824a03dfce24"},
+    {file = "pytest-xdist-3.3.1.tar.gz", hash = "sha256:d5ee0520eb1b7bcca50a60a518ab7a7707992812c578198f8b44fdfac78e8c93"},
+    {file = "pytest_xdist-3.3.1-py3-none-any.whl", hash = "sha256:ff9daa7793569e6a68544850fd3927cd257cc03a7ef76c95e86915355e82b5f2"},
 ]
 
 [package.dependencies]
@@ -5177,13 +5028,13 @@ cli = ["click (>=5.0)"]
 
 [[package]]
 name = "pytoolconfig"
-version = "1.3.0"
+version = "1.2.5"
 description = "Python tool configuration"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pytoolconfig-1.3.0-py3-none-any.whl", hash = "sha256:3e9612367f081634b30087c1594125523798fa263514982795493d6897be996c"},
-    {file = "pytoolconfig-1.3.0.tar.gz", hash = "sha256:9201586c8f5c00fa2bb37d644f908f5fb9eadabc6be570ccf27f4e19a201a071"},
+    {file = "pytoolconfig-1.2.5-py3-none-any.whl", hash = "sha256:239ba9d3e537b91d0243275a497700ea39a5e259ddb80421c366e3b288bf30fe"},
+    {file = "pytoolconfig-1.2.5.tar.gz", hash = "sha256:a50f9dfe23b03a9d40414c1fdf902fefbeae12f2ac75a3c8f915944d6ffac279"},
 ]
 
 [package.dependencies]
@@ -5199,34 +5050,38 @@ validation = ["pydantic (>=1.7.4)"]
 
 [[package]]
 name = "pytorch-lightning"
-version = "2.1.3"
+version = "1.9.5"
 description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 files = [
-    {file = "pytorch-lightning-2.1.3.tar.gz", hash = "sha256:2500b002fa09cb37b0e12f879876bf30a2d260b0f04783d33264dab175f0c966"},
-    {file = "pytorch_lightning-2.1.3-py3-none-any.whl", hash = "sha256:03ed186035a230b161130e0d8ecf1dd6657ff7e3f1520e9257b0db7650f9aeea"},
+    {file = "pytorch-lightning-1.9.5.tar.gz", hash = "sha256:925fe7b80ddf04859fa385aa493b260be4000b11a2f22447afb4a932d1f07d26"},
+    {file = "pytorch_lightning-1.9.5-py3-none-any.whl", hash = "sha256:06821558158623c5d2ecf5d3d0374dc8bd661e0acd3acf54a6d6f71737c156c5"},
 ]
 
 [package.dependencies]
-fsspec = {version = ">=2022.5.0", extras = ["http"]}
-lightning-utilities = ">=0.8.0"
+fsspec = {version = ">2021.06.0", extras = ["http"]}
+lightning-utilities = ">=0.6.0.post0"
 numpy = ">=1.17.2"
-packaging = ">=20.0"
+packaging = ">=17.1"
 PyYAML = ">=5.4"
-torch = ">=1.12.0"
+torch = ">=1.10.0"
 torchmetrics = ">=0.7.0"
 tqdm = ">=4.57.0"
 typing-extensions = ">=4.0.0"
 
 [package.extras]
-all = ["bitsandbytes (<=0.41.1)", "deepspeed (>=0.8.2,<=0.9.3)", "gym[classic-control] (>=0.17.0)", "hydra-core (>=1.0.5)", "ipython[all] (<8.15.0)", "jsonargparse[signatures] (>=4.26.1)", "lightning-utilities (>=0.8.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "rich (>=12.3.0)", "tensorboardX (>=2.2)", "torchmetrics (>=0.10.0)", "torchvision (>=0.13.0)"]
-deepspeed = ["deepspeed (>=0.8.2,<=0.9.3)"]
-dev = ["bitsandbytes (<=0.41.1)", "cloudpickle (>=1.3)", "coverage (==7.3.1)", "deepspeed (>=0.8.2,<=0.9.3)", "fastapi", "gym[classic-control] (>=0.17.0)", "hydra-core (>=1.0.5)", "ipython[all] (<8.15.0)", "jsonargparse[signatures] (>=4.26.1)", "lightning-utilities (>=0.8.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "onnx (>=0.14.0)", "onnxruntime (>=0.15.0)", "pandas (>1.0)", "psutil (<5.9.6)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)", "pytest-random-order (==1.1.0)", "pytest-rerunfailures (==12.0)", "pytest-timeout (==2.1.0)", "rich (>=12.3.0)", "scikit-learn (>0.22.1)", "tensorboard (>=2.9.1)", "tensorboardX (>=2.2)", "torchmetrics (>=0.10.0)", "torchvision (>=0.13.0)", "uvicorn"]
-examples = ["gym[classic-control] (>=0.17.0)", "ipython[all] (<8.15.0)", "lightning-utilities (>=0.8.0)", "torchmetrics (>=0.10.0)", "torchvision (>=0.13.0)"]
-extra = ["bitsandbytes (<=0.41.1)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.26.1)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "rich (>=12.3.0)", "tensorboardX (>=2.2)"]
-strategies = ["deepspeed (>=0.8.2,<=0.9.3)"]
-test = ["cloudpickle (>=1.3)", "coverage (==7.3.1)", "fastapi", "onnx (>=0.14.0)", "onnxruntime (>=0.15.0)", "pandas (>1.0)", "psutil (<5.9.6)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)", "pytest-random-order (==1.1.0)", "pytest-rerunfailures (==12.0)", "pytest-timeout (==2.1.0)", "scikit-learn (>0.22.1)", "tensorboard (>=2.9.1)", "uvicorn"]
+all = ["colossalai (>=0.2.0)", "deepspeed (>=0.6.0)", "fairscale (>=0.4.5)", "gym[classic-control] (>=0.17.0)", "hivemind (==1.1.5)", "horovod (>=0.21.2,!=0.24.0)", "hydra-core (>=1.0.5)", "ipython[all] (<8.7.1)", "jsonargparse[signatures] (>=4.18.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "rich (>=10.14.0,!=10.15.0.a)", "tensorboardX (>=2.2)", "torchmetrics (>=0.10.0)", "torchvision (>=0.11.1)"]
+colossalai = ["colossalai (>=0.2.0)"]
+deepspeed = ["deepspeed (>=0.6.0)"]
+dev = ["cloudpickle (>=1.3)", "codecov (==2.1.12)", "colossalai (>=0.2.0)", "coverage (==6.5.0)", "deepspeed (>=0.6.0)", "fairscale (>=0.4.5)", "fastapi (<0.87.0)", "gym[classic-control] (>=0.17.0)", "hivemind (==1.1.5)", "horovod (>=0.21.2,!=0.24.0)", "hydra-core (>=1.0.5)", "ipython[all] (<8.7.1)", "jsonargparse[signatures] (>=4.18.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "onnx (<1.14.0)", "onnxruntime (<1.14.0)", "pandas (>1.0)", "pre-commit (==2.20.0)", "protobuf (<=3.20.1)", "psutil (<5.9.5)", "pytest (==7.2.0)", "pytest-cov (==4.0.0)", "pytest-forked (==1.4.0)", "pytest-rerunfailures (==10.3)", "rich (>=10.14.0,!=10.15.0.a)", "scikit-learn (>0.22.1)", "tensorboard (>=2.9.1)", "tensorboardX (>=2.2)", "torchmetrics (>=0.10.0)", "torchvision (>=0.11.1)", "uvicorn (<0.19.1)"]
+examples = ["gym[classic-control] (>=0.17.0)", "ipython[all] (<8.7.1)", "torchmetrics (>=0.10.0)", "torchvision (>=0.11.1)"]
+extra = ["hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.18.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "rich (>=10.14.0,!=10.15.0.a)", "tensorboardX (>=2.2)"]
+fairscale = ["fairscale (>=0.4.5)"]
+hivemind = ["hivemind (==1.1.5)"]
+horovod = ["horovod (>=0.21.2,!=0.24.0)"]
+strategies = ["colossalai (>=0.2.0)", "deepspeed (>=0.6.0)", "fairscale (>=0.4.5)", "hivemind (==1.1.5)", "horovod (>=0.21.2,!=0.24.0)"]
+test = ["cloudpickle (>=1.3)", "codecov (==2.1.12)", "coverage (==6.5.0)", "fastapi (<0.87.0)", "onnx (<1.14.0)", "onnxruntime (<1.14.0)", "pandas (>1.0)", "pre-commit (==2.20.0)", "protobuf (<=3.20.1)", "psutil (<5.9.5)", "pytest (==7.2.0)", "pytest-cov (==4.0.0)", "pytest-forked (==1.4.0)", "pytest-rerunfailures (==10.3)", "scikit-learn (>0.22.1)", "tensorboard (>=2.9.1)", "uvicorn (<0.19.1)"]
 
 [[package]]
 name = "pytz"
@@ -5344,6 +5199,7 @@ files = [
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+    {file = "PyYAML-6.0.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:326c013efe8048858a6d312ddd31d56e468118ad4cdeda36c719bf5bb6192290"},
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@@ -5351,8 +5207,16 @@ files = [
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+    {file = "PyYAML-6.0.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:e7d73685e87afe9f3b36c799222440d6cf362062f78be1013661b00c5c6f678b"},
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     {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
+    {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"},
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+    {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"},
+    {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"},
+    {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"},
+    {file = "PyYAML-6.0.1-cp312-cp312-win_amd64.whl", hash = "sha256:0d3304d8c0adc42be59c5f8a4d9e3d7379e6955ad754aa9d6ab7a398b59dd1df"},
     {file = "PyYAML-6.0.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:50550eb667afee136e9a77d6dc71ae76a44df8b3e51e41b77f6de2932bfe0f47"},
     {file = "PyYAML-6.0.1-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1fe35611261b29bd1de0070f0b2f47cb6ff71fa6595c077e42bd0c419fa27b98"},
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@@ -5369,6 +5233,7 @@ files = [
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     {file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7e07cbde391ba96ab58e532ff4803f79c4129397514e1413a7dc761ccd755735"},
+    {file = "PyYAML-6.0.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:49a183be227561de579b4a36efbb21b3eab9651dd81b1858589f796549873dd6"},
     {file = "PyYAML-6.0.1-cp38-cp38-win32.whl", hash = "sha256:184c5108a2aca3c5b3d3bf9395d50893a7ab82a38004c8f61c258d4428e80206"},
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@@ -5376,6 +5241,7 @@ files = [
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+    {file = "PyYAML-6.0.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:04ac92ad1925b2cff1db0cfebffb6ffc43457495c9b3c39d3fcae417d7125dc5"},
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     {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
@@ -5454,13 +5320,13 @@ rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
 [[package]]
 name = "rich"
-version = "13.7.0"
+version = "13.5.2"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = true
 python-versions = ">=3.7.0"
 files = [
-    {file = "rich-13.7.0-py3-none-any.whl", hash = "sha256:6da14c108c4866ee9520bbffa71f6fe3962e193b7da68720583850cd4548e235"},
-    {file = "rich-13.7.0.tar.gz", hash = "sha256:5cb5123b5cf9ee70584244246816e9114227e0b98ad9176eede6ad54bf5403fa"},
+    {file = "rich-13.5.2-py3-none-any.whl", hash = "sha256:146a90b3b6b47cac4a73c12866a499e9817426423f57c5a66949c086191a8808"},
+    {file = "rich-13.5.2.tar.gz", hash = "sha256:fb9d6c0a0f643c99eed3875b5377a184132ba9be4d61516a55273d3554d75a39"},
 ]
 
 [package.dependencies]
@@ -5473,13 +5339,13 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "rope"
-version = "1.11.0"
+version = "1.9.0"
 description = "a python refactoring library..."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 files = [
-    {file = "rope-1.11.0-py3-none-any.whl", hash = "sha256:62c9028353d1f020653bd1b090d659031539842ede6bd65985f86db3d6430932"},
-    {file = "rope-1.11.0.tar.gz", hash = "sha256:ac0cbdcda5a546e1e56c54976df07ea2cb04c806f65459bc213536c5d1bc073e"},
+    {file = "rope-1.9.0-py3-none-any.whl", hash = "sha256:2ed32d72cd2c4395bb1d569e38fd4f15d6080cfadd61b6e5c565fd39e3f677aa"},
+    {file = "rope-1.9.0.tar.gz", hash = "sha256:f48d708132c0e062b411308732ca13933b976486b4b53d1e804f94ed08d69503"},
 ]
 
 [package.dependencies]
@@ -5506,192 +5372,192 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "ruamel-yaml"
-version = "0.17.40"
+version = "0.17.32"
 description = "ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order"
 optional = true
 python-versions = ">=3"
 files = [
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-    {file = "ruamel.yaml-0.17.40.tar.gz", hash = "sha256:6024b986f06765d482b5b07e086cc4b4cd05dd22ddcbc758fa23d54873cf313d"},
+    {file = "ruamel.yaml-0.17.32-py3-none-any.whl", hash = "sha256:23cd2ed620231677564646b0c6a89d138b6822a0d78656df7abda5879ec4f447"},
+    {file = "ruamel.yaml-0.17.32.tar.gz", hash = "sha256:ec939063761914e14542972a5cba6d33c23b0859ab6342f61cf070cfc600efc2"},
 ]
 
 [package.dependencies]
-"ruamel.yaml.clib" = {version = ">=0.2.7", markers = "platform_python_implementation == \"CPython\" and python_version < \"3.13\""}
+"ruamel.yaml.clib" = {version = ">=0.2.7", markers = "platform_python_implementation == \"CPython\" and python_version < \"3.12\""}
 
 [package.extras]
-docs = ["mercurial (>5.7)", "ryd"]
+docs = ["ryd"]
 jinja2 = ["ruamel.yaml.jinja2 (>=0.2)"]
 
 [[package]]
 name = "ruamel-yaml-clib"
-version = "0.2.8"
+version = "0.2.7"
 description = "C version of reader, parser and emitter for ruamel.yaml derived from libyaml"
 optional = true
-python-versions = ">=3.6"
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-numpy = ">=1.17.3,<2.0"
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 scipy = ">=1.5.0"
 threadpoolctl = ">=2.0.0"
 
@@ -5836,13 +5698,13 @@ test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeo
 
 [[package]]
 name = "scmrepo"
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 description = "scmrepo"
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 python-versions = ">=3.8"
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 [package.dependencies]
@@ -5860,7 +5722,7 @@ shortuuid = ">=0.5.0"
 
 [package.extras]
 dev = ["scmrepo[tests]"]
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 [[package]]
 name = "seaborn"
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 [package.dependencies]
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-typing-extensions = ">=4.6.0"
+typing-extensions = ">=4.2.0"
 
 [package.extras]
 aiomysql = ["aiomysql (>=0.2.0)", "greenlet (!=0.4.17)"]
-aioodbc = ["aioodbc", "greenlet (!=0.4.17)"]
-aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
+aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing-extensions (!=3.10.0.1)"]
 asyncio = ["greenlet (!=0.4.17)"]
 asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (!=0.4.17)"]
 mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5)"]
@@ -6199,7 +6057,7 @@ mssql-pyodbc = ["pyodbc"]
 mypy = ["mypy (>=0.910)"]
 mysql = ["mysqlclient (>=1.4.0)"]
 mysql-connector = ["mysql-connector-python"]
-oracle = ["cx_oracle (>=8)"]
+oracle = ["cx-oracle (>=7)"]
 oracle-oracledb = ["oracledb (>=1.0.1)"]
 postgresql = ["psycopg2 (>=2.7)"]
 postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
@@ -6209,7 +6067,7 @@ postgresql-psycopg2binary = ["psycopg2-binary"]
 postgresql-psycopg2cffi = ["psycopg2cffi"]
 postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
 pymysql = ["pymysql"]
-sqlcipher = ["sqlcipher3_binary"]
+sqlcipher = ["sqlcipher3-binary"]
 
 [[package]]
 name = "sqltrie"
@@ -6247,13 +6105,13 @@ pbr = ">=2.0.0,<2.1.0 || >2.1.0"
 
 [[package]]
 name = "submitit"
-version = "1.5.1"
-description = "\"Python 3.8+ toolbox for submitting jobs to Slurm"
+version = "1.4.5"
+description = "\"Python 3.6+ toolbox for submitting jobs to Slurm"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
@@ -6261,7 +6119,7 @@ cloudpickle = ">=1.2.1"
 typing_extensions = ">=3.7.4.2"
 
 [package.extras]
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 [[package]]
 name = "sympy"
@@ -6317,32 +6175,39 @@ wheel = ">=0.26"
 
 [[package]]
 name = "tensorboard-data-server"
-version = "0.7.2"
+version = "0.7.1"
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 optional = false
 python-versions = ">=3.7"
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 ]
 
 [[package]]
 name = "tensorflow-addons"
-version = "0.23.0"
+version = "0.21.0"
 description = "TensorFlow Addons."
 optional = true
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -6350,9 +6215,9 @@ packaging = "*"
 typeguard = ">=2.7,<3.0.0"
 
 [package.extras]
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-tensorflow-cpu = ["tensorflow-cpu (>=2.13.0,<2.16.0)"]
-tensorflow-gpu = ["tensorflow-gpu (>=2.13.0,<2.16.0)"]
+tensorflow = ["tensorflow (>=2.11.0,<2.14.0)"]
+tensorflow-cpu = ["tensorflow-cpu (>=2.11.0,<2.14.0)"]
+tensorflow-gpu = ["tensorflow-gpu (>=2.11.0,<2.14.0)"]
 
 [[package]]
 name = "testslide"
@@ -6431,79 +6296,77 @@ files = [
 
 [[package]]
 name = "tomlkit"
-version = "0.12.3"
+version = "0.12.1"
 description = "Style preserving TOML library"
 optional = true
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
 name = "torch"
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 python-versions = ">=3.8.0"
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 ]
 
 [package.dependencies]
 filelock = "*"
+fsspec = "*"
 jinja2 = "*"
 networkx = "*"
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-nvidia-cudnn-cu11 = {version = "8.5.0.96", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
-nvidia-cufft-cu11 = {version = "10.9.0.58", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
-nvidia-curand-cu11 = {version = "10.2.10.91", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
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-nvidia-nvtx-cu11 = {version = "11.7.91", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cublas-cu12 = {version = "12.1.3.1", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cuda-cupti-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cuda-nvrtc-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cuda-runtime-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cudnn-cu12 = {version = "8.9.2.26", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cufft-cu12 = {version = "11.0.2.54", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-curand-cu12 = {version = "10.3.2.106", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cusolver-cu12 = {version = "11.4.5.107", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cusparse-cu12 = {version = "12.1.0.106", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-nccl-cu12 = {version = "2.18.1", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-nvtx-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 sympy = "*"
-triton = {version = "2.0.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+triton = {version = "2.1.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 typing-extensions = "*"
 
 [package.extras]
+dynamo = ["jinja2"]
 opt-einsum = ["opt-einsum (>=3.3)"]
 
 [[package]]
 name = "torch-tb-profiler"
-version = "0.4.3"
+version = "0.4.1"
 description = "PyTorch Profiler TensorBoard Plugin"
 optional = false
 python-versions = ">=3.6.2"
 files = [
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 ]
 
 [package.dependencies]
@@ -6513,119 +6376,125 @@ tensorboard = ">=1.15,<2.1.0 || >2.1.0"
 [package.extras]
 blob = ["azure-storage-blob"]
 gs = ["google-cloud-storage"]
-hdfs = ["fsspec", "pyarrow"]
 s3 = ["boto3"]
 
 [[package]]
 name = "torchaudio"
-version = "2.0.1"
+version = "2.1.2"
 description = "An audio package for PyTorch"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
-torch = "2.0.0"
+torch = "2.1.2"
 
 [[package]]
 name = "torchmetrics"
-version = "1.2.1"
+version = "1.1.2"
 description = "PyTorch native Metrics"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 lightning-utilities = ">=0.8.0"
 numpy = ">1.20.0"
-packaging = ">17.1"
 torch = ">=1.8.1"
 typing-extensions = {version = "*", markers = "python_version < \"3.9\""}
 
 [package.extras]
--tests = ["bert-score (==0.3.13)", "dython (<=0.7.4)", "fairlearn", "fast-bss-eval (>=0.1.0)", "faster-coco-eval (>=1.3.3)", "huggingface-hub (<0.20)", "jiwer (>=2.3.0)", "kornia (>=0.6.7)", "lpips (<=0.1.4)", "mir-eval (>=0.6)", "netcal (>1.0.0)", "numpy (<1.25.0)", "pandas (>1.0.0)", "pandas (>=1.4.0)", "pytorch-msssim (==1.0.0)", "rouge-score (>0.1.0)", "sacrebleu (>=2.0.0)", "scikit-image (>=0.19.0)", "scipy (>1.0.0)", "sewar (>=0.4.4)", "statsmodels (>0.13.5)", "torch-complex (<=0.4.3)"]
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+all = ["SciencePlots (>=2.0.0)", "lpips (<=0.1.4)", "matplotlib (>=3.2.0)", "mypy (==1.5.1)", "nltk (>=3.6)", "piq (<=0.8.0)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "regex (>=2021.9.24)", "scipy (>1.0.0)", "torch-fidelity (<=0.4.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.10.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"]
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 ]
 
 [package.dependencies]
-cmake = "*"
 filelock = "*"
-lit = "*"
-torch = "*"
 
 [package.extras]
+build = ["cmake (>=3.18)", "lit"]
 tests = ["autopep8", "flake8", "isort", "numpy", "pytest", "scipy (>=1.7.1)"]
 tutorials = ["matplotlib", "pandas", "tabulate"]
 
@@ -6778,13 +6644,13 @@ test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.
 
 [[package]]
 name = "typing-extensions"
-version = "4.9.0"
-description = "Backported and Experimental Type Hints for Python 3.8+"
+version = "4.7.1"
+description = "Backported and Experimental Type Hints for Python 3.7+"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -6804,57 +6670,57 @@ typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "tzdata"
-version = "2023.4"
+version = "2023.3"
 description = "Provider of IANA time zone data"
 optional = true
 python-versions = ">=2"
 files = [
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+    {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
 ]
 
 [[package]]
 name = "urllib3"
-version = "2.1.0"
+version = "1.26.16"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
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 ]
 
 [package.extras]
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-socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
-zstd = ["zstandard (>=0.18.0)"]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
+socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "vine"
-version = "5.1.0"
-description = "Python promises."
+version = "5.0.0"
+description = "Promises, promises, promises."
 optional = true
 python-versions = ">=3.6"
 files = [
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+    {file = "vine-5.0.0.tar.gz", hash = "sha256:7d3b1624a953da82ef63462013bbd271d3eb75751489f9807598e8f340bd637e"},
 ]
 
 [[package]]
 name = "virtualenv"
-version = "20.25.0"
+version = "20.24.5"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "virtualenv-20.24.5.tar.gz", hash = "sha256:e8361967f6da6fbdf1426483bfe9fca8287c242ac0bc30429905721cefbff752"},
 ]
 
 [package.dependencies]
 distlib = ">=0.3.7,<1"
 filelock = ">=3.12.2,<4"
-platformdirs = ">=3.9.1,<5"
+platformdirs = ">=3.9.1,<4"
 
 [package.extras]
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
@@ -6862,13 +6728,13 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess
 
 [[package]]
 name = "voluptuous"
-version = "0.14.1"
-description = "Python data validation library"
+version = "0.13.1"
+description = ""
 optional = true
-python-versions = ">=3.7"
+python-versions = "*"
 files = [
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-    {file = "voluptuous-0.14.1.tar.gz", hash = "sha256:7b6e5f7553ce02461cce17fedb0e3603195496eb260ece9aca86cc4cc6625218"},
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+    {file = "voluptuous-0.13.1.tar.gz", hash = "sha256:e8d31c20601d6773cb14d4c0f42aee29c6821bbd1018039aac7ac5605b489723"},
 ]
 
 [[package]]
@@ -6912,24 +6778,24 @@ watchmedo = ["PyYAML (>=3.10)"]
 
 [[package]]
 name = "wcwidth"
-version = "0.2.13"
+version = "0.2.6"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
 python-versions = "*"
 files = [
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+    {file = "wcwidth-0.2.6-py2.py3-none-any.whl", hash = "sha256:795b138f6875577cd91bba52baf9e445cd5118fd32723b460e30a0af30ea230e"},
+    {file = "wcwidth-0.2.6.tar.gz", hash = "sha256:a5220780a404dbe3353789870978e472cfe477761f06ee55077256e509b156d0"},
 ]
 
 [[package]]
 name = "werkzeug"
-version = "3.0.1"
+version = "2.3.7"
 description = "The comprehensive WSGI web application library."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -6940,13 +6806,13 @@ watchdog = ["watchdog (>=2.3)"]
 
 [[package]]
 name = "west"
-version = "1.2.0"
+version = "1.1.0"
 description = "Zephyr RTOS Project meta-tool"
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -6979,13 +6845,13 @@ test = ["nose (>=1.3.7)"]
 
 [[package]]
 name = "wheel"
-version = "0.42.0"
+version = "0.41.2"
 description = "A built-package format for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
@@ -6993,81 +6859,86 @@ test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
 
 [[package]]
 name = "wrapt"
-version = "1.16.0"
+version = "1.15.0"
 description = "Module for decorators, wrappers and monkey patching."
 optional = true
-python-versions = ">=3.6"
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 [[package]]
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+    {file = "zope.interface-6.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:12175ca6b4db7621aedd7c30aa7cfa0a2d65ea3a0105393e05482d7a2d367446"},
+    {file = "zope.interface-6.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4c3d7dfd897a588ec27e391edbe3dd320a03684457470415870254e714126b1f"},
+    {file = "zope.interface-6.0-cp38-cp38-win_amd64.whl", hash = "sha256:b3f543ae9d3408549a9900720f18c0194ac0fe810cecda2a584fd4dca2eb3bb8"},
+    {file = "zope.interface-6.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:d0583b75f2e70ec93f100931660328965bb9ff65ae54695fb3fa0a1255daa6f2"},
+    {file = "zope.interface-6.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:23ac41d52fd15dd8be77e3257bc51bbb82469cf7f5e9a30b75e903e21439d16c"},
+    {file = "zope.interface-6.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:99856d6c98a326abbcc2363827e16bd6044f70f2ef42f453c0bd5440c4ce24e5"},
+    {file = "zope.interface-6.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1592f68ae11e557b9ff2bc96ac8fc30b187e77c45a3c9cd876e3368c53dc5ba8"},
+    {file = "zope.interface-6.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4407b1435572e3e1610797c9203ad2753666c62883b921318c5403fb7139dec2"},
+    {file = "zope.interface-6.0-cp39-cp39-win_amd64.whl", hash = "sha256:5171eb073474a5038321409a630904fd61f12dd1856dd7e9d19cd6fe092cbbc5"},
+    {file = "zope.interface-6.0.tar.gz", hash = "sha256:aab584725afd10c710b8f1e6e208dbee2d0ad009f57d674cb9d1b3964037275d"},
 ]
 
 [package.dependencies]
 setuptools = "*"
 
 [package.extras]
-docs = ["Sphinx", "repoze.sphinx.autointerface", "sphinx-rtd-theme"]
+docs = ["Sphinx", "repoze.sphinx.autointerface"]
 test = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
 testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
 
@@ -7319,5 +7169,5 @@ vision = ["albumentations", "gdown", "imagecorruptions", "kornia", "pycocotools"
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">3.8 <3.11"
-content-hash = "febc3a04b2649567d9b5dec235f8be8a9e166b39bd79a9d16a8d094613c90e36"
+python-versions = ">3.8 <3.12"
+content-hash = "3e8a18b1bd8aa11b328d6ac9f0b1f61c85aa24ef9d1ea47a9b015b5fb322b3b5"
diff --git a/pyproject.toml b/pyproject.toml
index fa1cce2f..01600b36 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,18 +14,17 @@ packages = [
 
 
 [tool.poetry.dependencies]
-python = ">3.8 <3.11"
+python = ">3.8 <3.12"
 pwlf = "^2.0.0"
 gitdb2 = "2.0.6"
 chainmap = "^1.0.3"
-torch = "2.0.0"
-torchaudio = "^2.0.1"
-torchvision = "^0.15.1"
+torch = "^2.1.2"
+torchaudio = "^2.1.2"
+torchvision = "^0.16.2"
 SoundFile = "^0.10.3"
 zipp = "^3.3.1"
 bitstring = "^3.1.7"
 wfdb = "^3.2.0"
-lightning-bolts = "^0.3.2"
 tqdm="^4.60.0"
 seaborn="^0.11.2"
 pandas="^1.2.4"
@@ -66,7 +65,7 @@ kornia = {version="^0.6.4", optional=true}
 lightning = "^2.1.2"
 dvc =  {version="^3.33.3", optional=true}
 dvclive =  {version="^3.4.1", optional=true}
-dgl = "0.9.1"
+dgl = "1.1.3"
 captum = {version = "^0.7.0", optional = true}