diff --git a/poetry.lock b/poetry.lock
index 0a18a55..76bdb1b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
 
 [[package]]
 name = "absl-py"
@@ -134,15 +134,18 @@ files = [
 
 [[package]]
 name = "click"
-version = "7.1.2"
+version = "8.1.7"
 description = "Composable command line interface toolkit"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.7"
 files = [
-    {file = "click-7.1.2-py2.py3-none-any.whl", hash = "sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc"},
-    {file = "click-7.1.2.tar.gz", hash = "sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a"},
+    {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
+    {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
 ]
 
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -255,24 +258,24 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "flask"
-version = "1.1.4"
+version = "2.2.5"
 description = "A simple framework for building complex web applications."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.7"
 files = [
-    {file = "Flask-1.1.4-py2.py3-none-any.whl", hash = "sha256:c34f04500f2cbbea882b1acb02002ad6fe6b7ffa64a6164577995657f50aed22"},
-    {file = "Flask-1.1.4.tar.gz", hash = "sha256:0fbeb6180d383a9186d0d6ed954e0042ad9f18e0e8de088b2b419d526927d196"},
+    {file = "Flask-2.2.5-py3-none-any.whl", hash = "sha256:58107ed83443e86067e41eff4631b058178191a355886f8e479e347fa1285fdf"},
+    {file = "Flask-2.2.5.tar.gz", hash = "sha256:edee9b0a7ff26621bd5a8c10ff484ae28737a2410d99b0bb9a6850c7fb977aa0"},
 ]
 
 [package.dependencies]
-click = ">=5.1,<8.0"
-itsdangerous = ">=0.24,<2.0"
-Jinja2 = ">=2.10.1,<3.0"
-Werkzeug = ">=0.15,<2.0"
+click = ">=8.0"
+importlib-metadata = {version = ">=3.6.0", markers = "python_version < \"3.10\""}
+itsdangerous = ">=2.0"
+Jinja2 = ">=3.0"
+Werkzeug = ">=2.2.2"
 
 [package.extras]
-dev = ["coverage", "pallets-sphinx-themes", "pytest", "sphinx", "sphinx-issues", "sphinxcontrib-log-cabinet", "tox"]
-docs = ["pallets-sphinx-themes", "sphinx", "sphinx-issues", "sphinxcontrib-log-cabinet"]
+async = ["asgiref (>=3.2)"]
 dotenv = ["python-dotenv"]
 
 [[package]]
@@ -389,17 +392,17 @@ requests = ["requests (>=2.20.0,<3.0.0dev)"]
 
 [[package]]
 name = "google-auth-oauthlib"
-version = "1.0.0"
+version = "0.4.6"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "google-auth-oauthlib-1.0.0.tar.gz", hash = "sha256:e375064964820b47221a7e1b7ee1fd77051b6323c3f9e3e19785f78ab67ecfc5"},
-    {file = "google_auth_oauthlib-1.0.0-py2.py3-none-any.whl", hash = "sha256:95880ca704928c300f48194d1770cf5b1462835b6e49db61445a520f793fd5fb"},
+    {file = "google-auth-oauthlib-0.4.6.tar.gz", hash = "sha256:a90a072f6993f2c327067bf65270046384cda5a8ecb20b94ea9a687f1f233a7a"},
+    {file = "google_auth_oauthlib-0.4.6-py2.py3-none-any.whl", hash = "sha256:3f2a6e802eebbb6fb736a370fbf3b055edcb6b52878bf2f26330b5e041316c73"},
 ]
 
 [package.dependencies]
-google-auth = ">=2.15.0"
+google-auth = ">=1.0.0"
 requests-oauthlib = ">=0.7.0"
 
 [package.extras]
@@ -516,13 +519,13 @@ numpy = ">=1.14.5"
 
 [[package]]
 name = "idna"
-version = "3.4"
+version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
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-    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
+    {file = "idna-3.7-py3-none-any.whl", hash = "sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0"},
+    {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
 ]
 
 [[package]]
@@ -575,31 +578,31 @@ files = [
 
 [[package]]
 name = "itsdangerous"
-version = "1.1.0"
-description = "Various helpers to pass data to untrusted environments and back."
+version = "2.2.0"
+description = "Safely pass data to untrusted environments and back."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.8"
 files = [
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-    {file = "itsdangerous-1.1.0.tar.gz", hash = "sha256:321b033d07f2a4136d3ec762eac9f16a10ccd60f53c0c91af90217ace7ba1f19"},
+    {file = "itsdangerous-2.2.0-py3-none-any.whl", hash = "sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef"},
+    {file = "itsdangerous-2.2.0.tar.gz", hash = "sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173"},
 ]
 
 [[package]]
 name = "jinja2"
-version = "2.11.3"
+version = "3.1.4"
 description = "A very fast and expressive template engine."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.7"
 files = [
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+    {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"},
+    {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"},
 ]
 
 [package.dependencies]
-MarkupSafe = ">=0.23"
+MarkupSafe = ">=2.0"
 
 [package.extras]
-i18n = ["Babel (>=0.8)"]
+i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "joblib"
@@ -614,34 +617,14 @@ files = [
 
 [[package]]
 name = "keras"
-version = "2.7.0"
+version = "2.11.0"
 description = "Deep learning for humans."
 optional = false
-python-versions = "*"
-files = [
-    {file = "keras-2.7.0-py2.py3-none-any.whl", hash = "sha256:0c33ae1f728064ca0d35dfba999e9c316f03623bf5688c82fb83cc74a80ea248"},
-]
-
-[[package]]
-name = "keras-preprocessing"
-version = "1.1.2"
-description = "Easy data preprocessing and data augmentation for deep learning models"
-optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
-    {file = "Keras_Preprocessing-1.1.2-py2.py3-none-any.whl", hash = "sha256:7b82029b130ff61cc99b55f3bd27427df4838576838c5b2f65940e4fcec99a7b"},
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 ]
 
-[package.dependencies]
-numpy = ">=1.9.1"
-six = ">=1.9.0"
-
-[package.extras]
-image = ["Pillow (>=5.2.0)", "scipy (>=0.14)"]
-pep8 = ["flake8"]
-tests = ["Pillow", "keras", "pandas", "pytest", "pytest-cov", "pytest-xdist", "tensorflow"]
-
 [[package]]
 name = "kiwisolver"
 version = "1.4.4"
@@ -1032,82 +1015,89 @@ test = ["hypothesis (>=3.58)", "pytest (>=4.0.2)", "pytest-xdist"]
 
 [[package]]
 name = "pillow"
-version = "9.5.0"
+version = "10.3.0"
 description = "Python Imaging Library (Fork)"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
+fpx = ["olefile"]
+mic = ["olefile"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
+typing = ["typing-extensions"]
+xmp = ["defusedxml"]
 
 [[package]]
 name = "pluggy"
@@ -1246,13 +1236,13 @@ files = [
 
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 ]
 
 [package.dependencies]
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 description = "TensorBoard lets you watch Tensors Flow"
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 files = [
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+    {file = "tensorboard-2.11.2-py3-none-any.whl", hash = "sha256:cbaa2210c375f3af1509f8571360a19ccc3ded1d9641533414874b5deca47e89"},
 ]
 
 [package.dependencies]
 absl-py = ">=0.4"
 google-auth = ">=1.6.3,<3"
-google-auth-oauthlib = ">=0.5,<1.1"
-grpcio = ">=1.48.2"
+google-auth-oauthlib = ">=0.4.1,<0.5"
+grpcio = ">=1.24.3"
 markdown = ">=2.6.8"
 numpy = ">=1.12.0"
-protobuf = ">=3.19.6"
+protobuf = ">=3.9.2,<4"
 requests = ">=2.21.0,<3"
 setuptools = ">=41.0.0"
-tensorboard-data-server = ">=0.7.0,<0.8.0"
+tensorboard-data-server = ">=0.6.0,<0.7.0"
+tensorboard-plugin-wit = ">=1.6.0"
 werkzeug = ">=1.0.1"
 wheel = ">=0.26"
 
 [[package]]
 name = "tensorboard-data-server"
-version = "0.7.0"
+version = "0.6.1"
 description = "Fast data loading for TensorBoard"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.6"
+files = [
+    {file = "tensorboard_data_server-0.6.1-py3-none-any.whl", hash = "sha256:809fe9887682d35c1f7d1f54f0f40f98bb1f771b14265b453ca051e2ce58fca7"},
+    {file = "tensorboard_data_server-0.6.1-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:fa8cef9be4fcae2f2363c88176638baf2da19c5ec90addb49b1cde05c95c88ee"},
+    {file = "tensorboard_data_server-0.6.1-py3-none-manylinux2010_x86_64.whl", hash = "sha256:d8237580755e58eff68d1f3abefb5b1e39ae5c8b127cc40920f9c4fb33f4b98a"},
+]
+
+[[package]]
+name = "tensorboard-plugin-wit"
+version = "1.8.1"
+description = "What-If Tool TensorBoard plugin."
+optional = false
+python-versions = "*"
 files = [
-    {file = "tensorboard_data_server-0.7.0-py3-none-any.whl", hash = "sha256:753d4214799b31da7b6d93837959abebbc6afa86e69eacf1e9a317a48daa31eb"},
-    {file = "tensorboard_data_server-0.7.0-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:eb7fa518737944dbf4f0cf83c2e40a7ac346bf91be2e6a0215de98be74e85454"},
-    {file = "tensorboard_data_server-0.7.0-py3-none-manylinux2014_x86_64.whl", hash = "sha256:64aa1be7c23e80b1a42c13b686eb0875bb70f5e755f4d2b8de5c1d880cf2267f"},
+    {file = "tensorboard_plugin_wit-1.8.1-py3-none-any.whl", hash = "sha256:ff26bdd583d155aa951ee3b152b3d0cffae8005dc697f72b44a8e8c2a77a8cbe"},
 ]
 
 [[package]]
 name = "tensorflow"
-version = "2.7.4"
+version = "2.11.1"
 description = "TensorFlow is an open source machine learning framework for everyone."
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
-    {file = "tensorflow-2.7.4-cp37-cp37m-macosx_10_11_x86_64.whl", hash = "sha256:dc29489b92f8f1d5c7f71a4c47515aff45993f45ed079f4ef17c40245edd981a"},
-    {file = "tensorflow-2.7.4-cp37-cp37m-manylinux2010_x86_64.whl", hash = "sha256:bcd6dceb935acb8a0cd7ce873ad9e0b9d0001ec13fc34a1c372f171497ad6b36"},
-    {file = "tensorflow-2.7.4-cp37-cp37m-win_amd64.whl", hash = "sha256:8ef9d79ce11060c364ac0e1ca04b99593e49d29eb603c28a0249f7676b8ef526"},
-    {file = "tensorflow-2.7.4-cp38-cp38-macosx_10_11_x86_64.whl", hash = "sha256:6681ead58c0d7f0b3d90f4fc919d10e3d8e9a91c1c2dd6efc1945159f42ec959"},
-    {file = "tensorflow-2.7.4-cp38-cp38-manylinux2010_x86_64.whl", hash = "sha256:e0b8843e573d40b46c92180c72a9c625c089b401937372ce2d3339855241aba4"},
-    {file = "tensorflow-2.7.4-cp38-cp38-win_amd64.whl", hash = "sha256:daaa30f626c311d01cb05c2c234c261e5d32c942ab7abdaea9f5c4cc33cf80c9"},
-    {file = "tensorflow-2.7.4-cp39-cp39-macosx_10_11_x86_64.whl", hash = "sha256:a7b7a29b65e8034fd461d9e9640ab8f88c2ab21ac940ce8de3b341ddb7e9de7e"},
-    {file = "tensorflow-2.7.4-cp39-cp39-manylinux2010_x86_64.whl", hash = "sha256:c4597635dd71fc6809b7fffcb462524d73e2ade09da61844059e6a2fead71140"},
-    {file = "tensorflow-2.7.4-cp39-cp39-win_amd64.whl", hash = "sha256:590b6e868517fc37802c6e2d847713102d2556b431bd6ce69826295ebcbddb03"},
+    {file = "tensorflow-2.11.1-cp310-cp310-macosx_10_14_x86_64.whl", hash = "sha256:ac0e46c5de7985def49e4f688a0ca4180949a4d5dc62b89e9c6640db3c3982ba"},
+    {file = "tensorflow-2.11.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:45b1669c523fa6dc240688bffe79f08dfbb76bf5e23a7fe10e722ba658637a44"},
+    {file = "tensorflow-2.11.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9a96595e0c068d54717405fa12f36b4a5bb0a9fc53fb9065155a92cff944b35b"},
+    {file = "tensorflow-2.11.1-cp310-cp310-win_amd64.whl", hash = "sha256:13197f18f31a52d3f2eac28743d1b06abb8efd86017f184110a1b16841b745b1"},
+    {file = "tensorflow-2.11.1-cp38-cp38-macosx_10_14_x86_64.whl", hash = "sha256:9f030f1bc9e7763fa03ec5738323c42021ababcd562fe861b3a3f41e9ff10e43"},
+    {file = "tensorflow-2.11.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9f12855c1e8373c1327650061fd6a9a3d3772e1bac8241202ea8ccb56213d005"},
+    {file = "tensorflow-2.11.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:76cd4279cb500074a8ab28af116af7f060f0b015651bef552769d51e55d6fd5c"},
+    {file = "tensorflow-2.11.1-cp38-cp38-win_amd64.whl", hash = "sha256:f5a2f75f28cd5fb615a5306f2091eac7da3a8fff949ab8804ec06b8e3682f837"},
+    {file = "tensorflow-2.11.1-cp39-cp39-macosx_10_14_x86_64.whl", hash = "sha256:ea93246ad6c90ff0422f06a82164836fe8098989a8a65c3b02c720eadbe15dde"},
+    {file = "tensorflow-2.11.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:30ba6b3c2f68037e965a19427a1f2a5f0351b7ceae6c686938a8485b08e1e1f3"},
+    {file = "tensorflow-2.11.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9ddd5c61f68d8125c985370de96a24a80aee5e3f1604efacec7e1c34ca72de24"},
+    {file = "tensorflow-2.11.1-cp39-cp39-win_amd64.whl", hash = "sha256:b7d8834df3f72d7eab56bc2f34f2e52b82d705776b80b36bf5470b7538c9865c"},
 ]
 
 [package.dependencies]
-absl-py = ">=0.4.0"
+absl-py = ">=1.0.0"
 astunparse = ">=1.6.0"
-flatbuffers = ">=1.12,<3.0"
-gast = ">=0.2.1,<0.5.0"
+flatbuffers = ">=2.0"
+gast = ">=0.2.1,<=0.4.0"
 google-pasta = ">=0.1.1"
 grpcio = ">=1.24.3,<2.0"
 h5py = ">=2.9.0"
-keras = ">=2.7.0rc0,<2.8"
-keras-preprocessing = ">=1.1.1"
-libclang = ">=9.0.1"
-numpy = ">=1.14.5"
+keras = ">=2.11.0,<2.12"
+libclang = ">=13.0.0"
+numpy = ">=1.20"
 opt-einsum = ">=2.3.2"
+packaging = "*"
 protobuf = ">=3.9.2,<3.20"
+setuptools = "*"
 six = ">=1.12.0"
-tensorboard = ">=2.6,<3.0"
-tensorflow-estimator = ">=2.7.0rc0,<2.8"
-tensorflow-io-gcs-filesystem = ">=0.21.0"
+tensorboard = ">=2.11,<2.12"
+tensorflow-estimator = ">=2.11.0,<2.12"
+tensorflow-io-gcs-filesystem = {version = ">=0.23.1", markers = "platform_machine != \"arm64\" or platform_system != \"Darwin\""}
 termcolor = ">=1.1.0"
 typing-extensions = ">=3.6.6"
-wheel = ">=0.32.0,<1.0"
 wrapt = ">=1.11.0"
 
 [[package]]
 name = "tensorflow-estimator"
-version = "2.7.0"
+version = "2.11.0"
 description = "TensorFlow Estimator."
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
-    {file = "tensorflow_estimator-2.7.0-py2.py3-none-any.whl", hash = "sha256:325b5a224864379242b7b76c6987ca544239be82579d33e68ec7c2bda57abc9d"},
+    {file = "tensorflow_estimator-2.11.0-py2.py3-none-any.whl", hash = "sha256:ea3b64acfff3d9a244f06178c9bdedcbdd3f125b67d0888dba8229498d06468b"},
 ]
 
 [[package]]
@@ -1611,18 +1615,20 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "werkzeug"
-version = "1.0.1"
+version = "3.0.3"
 description = "The comprehensive WSGI web application library."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.8"
 files = [
-    {file = "Werkzeug-1.0.1-py2.py3-none-any.whl", hash = "sha256:2de2a5db0baeae7b2d2664949077c2ac63fbd16d98da0ff71837f7d1dea3fd43"},
-    {file = "Werkzeug-1.0.1.tar.gz", hash = "sha256:6c80b1e5ad3665290ea39320b91e1be1e0d5f60652b964a3070216de83d2e47c"},
+    {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"},
+    {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"},
 ]
 
+[package.dependencies]
+MarkupSafe = ">=2.1.1"
+
 [package.extras]
-dev = ["coverage", "pallets-sphinx-themes", "pytest", "pytest-timeout", "sphinx", "sphinx-issues", "tox"]
-watchdog = ["watchdog"]
+watchdog = ["watchdog (>=2.3)"]
 
 [[package]]
 name = "wheel"
@@ -1740,4 +1746,4 @@ testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more
 [metadata]
 lock-version = "2.0"
 python-versions = "~3.9"
-content-hash = "2a86423d80fc6bfb46e330d86943e43d72ccabe66e6d1c68d2c2d77f51a60695"
+content-hash = "266f4f59fe64e7222681a69d4bddb16064e4c9b2a18b2a552739bcfb6655cfcb"
diff --git a/pyproject.toml b/pyproject.toml
index 8dd4522..48c5015 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,14 +8,14 @@ packages = [{include = "src"}]
 
 [tool.poetry.dependencies]
 python = "~3.9"
-flask = "~1.1.2"
+flask = "~2.2.5"
 matplotlib = "^3.7.1"
 numpy = "^1.22.0"
 opencv-python = "~4.4.0.46"
 pandas = "~1.1.3"
 scikit-learn = "~1.0.1"
 seaborn = "~0.12.2"
-tensorflow = "~2.7"
+tensorflow = "~2.11"
 
 
 [tool.poetry.group.test.dependencies]
diff --git a/requirements.txt b/requirements.txt
index cc1b34d..f3912af 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -12,7 +12,7 @@ numpy==1.22.0
 scikit_learn==0.23.2
 seaborn==0.11.0
 tensorflow==2.7.2
-tensorflow-gpu==2.7.2
+tensorflow-gpu==2.12.0
 click
 awscli
 Sphinx