diff --git a/poetry.lock b/poetry.lock
index c5fd153..e2175b5 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3071,6 +3071,67 @@ files = [
     {file = "numpy-1.23.5.tar.gz", hash = "sha256:1b1766d6f397c18153d40015ddfc79ddb715cabadc04d2d228d4e5a8bc4ded1a"},
 ]
 
+[[package]]
+name = "nvidia-cublas-cu11"
+version = "11.10.3.66"
+description = "CUBLAS native runtime libraries"
+optional = false
+python-versions = ">=3"
+files = [
+    {file = "nvidia_cublas_cu11-11.10.3.66-py3-none-manylinux1_x86_64.whl", hash = "sha256:d32e4d75f94ddfb93ea0a5dda08389bcc65d8916a25cb9f37ac89edaeed3bded"},
+    {file = "nvidia_cublas_cu11-11.10.3.66-py3-none-win_amd64.whl", hash = "sha256:8ac17ba6ade3ed56ab898a036f9ae0756f1e81052a317bf98f8c6d18dc3ae49e"},
+]
+
+[package.dependencies]
+setuptools = "*"
+wheel = "*"
+
+[[package]]
+name = "nvidia-cuda-nvrtc-cu11"
+version = "11.7.99"
+description = "NVRTC native runtime libraries"
+optional = false
+python-versions = ">=3"
+files = [
+    {file = "nvidia_cuda_nvrtc_cu11-11.7.99-2-py3-none-manylinux1_x86_64.whl", hash = "sha256:9f1562822ea264b7e34ed5930567e89242d266448e936b85bc97a3370feabb03"},
+    {file = "nvidia_cuda_nvrtc_cu11-11.7.99-py3-none-manylinux1_x86_64.whl", hash = "sha256:f7d9610d9b7c331fa0da2d1b2858a4a8315e6d49765091d28711c8946e7425e7"},
+    {file = "nvidia_cuda_nvrtc_cu11-11.7.99-py3-none-win_amd64.whl", hash = "sha256:f2effeb1309bdd1b3854fc9b17eaf997808f8b25968ce0c7070945c4265d64a3"},
+]
+
+[package.dependencies]
+setuptools = "*"
+wheel = "*"
+
+[[package]]
+name = "nvidia-cuda-runtime-cu11"
+version = "11.7.99"
+description = "CUDA Runtime native Libraries"
+optional = false
+python-versions = ">=3"
+files = [
+    {file = "nvidia_cuda_runtime_cu11-11.7.99-py3-none-manylinux1_x86_64.whl", hash = "sha256:cc768314ae58d2641f07eac350f40f99dcb35719c4faff4bc458a7cd2b119e31"},
+    {file = "nvidia_cuda_runtime_cu11-11.7.99-py3-none-win_amd64.whl", hash = "sha256:bc77fa59a7679310df9d5c70ab13c4e34c64ae2124dd1efd7e5474b71be125c7"},
+]
+
+[package.dependencies]
+setuptools = "*"
+wheel = "*"
+
+[[package]]
+name = "nvidia-cudnn-cu11"
+version = "8.5.0.96"
+description = "cuDNN runtime libraries"
+optional = false
+python-versions = ">=3"
+files = [
+    {file = "nvidia_cudnn_cu11-8.5.0.96-2-py3-none-manylinux1_x86_64.whl", hash = "sha256:402f40adfc6f418f9dae9ab402e773cfed9beae52333f6d86ae3107a1b9527e7"},
+    {file = "nvidia_cudnn_cu11-8.5.0.96-py3-none-manylinux1_x86_64.whl", hash = "sha256:71f8111eb830879ff2836db3cccf03bbd735df9b0d17cd93761732ac50a8a108"},
+]
+
+[package.dependencies]
+setuptools = "*"
+wheel = "*"
+
 [[package]]
 name = "opencv-python-headless"
 version = "4.8.1.78"
@@ -4643,35 +4704,44 @@ files = [
 
 [[package]]
 name = "torch"
-version = "1.10.2"
+version = "1.13.1"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 optional = false
-python-versions = ">=3.6.2"
-files = [
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-    {file = "torch-1.10.2-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:258a0729fb77a3457d5822d84b536057cd119b08049a8d3c41dc3dcdeb48d56e"},
-    {file = "torch-1.10.2-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:935e5ac804c5093c79f23a7e6ca5b912c166071aa9d8b4a0a3d6a85126d6a47b"},
-    {file = "torch-1.10.2-cp36-cp36m-win_amd64.whl", hash = "sha256:65fd02ed889c63fd82bf1a440c5a94c1310c29f3e6f9f62add416d34da355d97"},
-    {file = "torch-1.10.2-cp36-none-macosx_10_9_x86_64.whl", hash = "sha256:6a81f886823bbd15edc2dc0908fa214070df61c9f7ab8831f0a03630275cca5a"},
-    {file = "torch-1.10.2-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:3eee3cf53c1f8fb3f1fe107a22025a8501fc6440d14e09599ba7153002531f84"},
-    {file = "torch-1.10.2-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:ef99b8cca5f9358119b07956915faf6e7906f433ab4a603c160ae9de88918371"},
-    {file = "torch-1.10.2-cp37-cp37m-win_amd64.whl", hash = "sha256:d43bc3f3a2d89ae185ef96d903c935c335219231e57685658648396984e2a67a"},
-    {file = "torch-1.10.2-cp37-none-macosx_10_9_x86_64.whl", hash = "sha256:6da1b877880435440a5aa9678ef0f01986d4886416844db1d97ebfb7fd1778d0"},
-    {file = "torch-1.10.2-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:ab77a9f838874f295ed5410c0686fa22547456e0116efb281c66ef5f9d46fe28"},
-    {file = "torch-1.10.2-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:9ef4c004f9e5168bd1c1930c6aff25fed5b097de81db6271ffbb2e4fb8b89319"},
-    {file = "torch-1.10.2-cp38-cp38-win_amd64.whl", hash = "sha256:376fc18407add20daa6bbaaffc5a5e06d733abe53bcbd60ef2532bfed34bc091"},
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-    {file = "torch-1.10.2-cp38-none-macosx_11_0_arm64.whl", hash = "sha256:3592d3dd62b32760c82624e7586222747fe2281240e8653970b35f1d6d4a434c"},
-    {file = "torch-1.10.2-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:fbaf18c1b3e0b31af194a9d853e3739464cf982d279df9d34dd18f1c2a471878"},
-    {file = "torch-1.10.2-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:97b7b0c667e8b0dd1fc70137a36e0a4841ec10ef850bda60500ad066bef3e2de"},
-    {file = "torch-1.10.2-cp39-cp39-win_amd64.whl", hash = "sha256:901b52787baeb2e9e1357ca7037da0028bc6ad743f530e0040ae96ef8e27156c"},
-    {file = "torch-1.10.2-cp39-none-macosx_10_9_x86_64.whl", hash = "sha256:5b68e9108bd7ebd99eee941686046c517cfaac5331f757bcf440fe02f2e3ced1"},
-    {file = "torch-1.10.2-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:b07ef01e36b716d0d65ca60c4db0ac9d094a0e797d9b55290da4dcda91463b6c"},
+python-versions = ">=3.7.0"
+files = [
+    {file = "torch-1.13.1-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:fd12043868a34a8da7d490bf6db66991108b00ffbeecb034228bfcbbd4197143"},
+    {file = "torch-1.13.1-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:d9fe785d375f2e26a5d5eba5de91f89e6a3be5d11efb497e76705fdf93fa3c2e"},
+    {file = "torch-1.13.1-cp310-cp310-win_amd64.whl", hash = "sha256:98124598cdff4c287dbf50f53fb455f0c1e3a88022b39648102957f3445e9b76"},
+    {file = "torch-1.13.1-cp310-none-macosx_10_9_x86_64.whl", hash = "sha256:393a6273c832e047581063fb74335ff50b4c566217019cc6ace318cd79eb0566"},
+    {file = "torch-1.13.1-cp310-none-macosx_11_0_arm64.whl", hash = "sha256:0122806b111b949d21fa1a5f9764d1fd2fcc4a47cb7f8ff914204fd4fc752ed5"},
+    {file = "torch-1.13.1-cp311-cp311-manylinux1_x86_64.whl", hash = "sha256:22128502fd8f5b25ac1cd849ecb64a418382ae81dd4ce2b5cebaa09ab15b0d9b"},
+    {file = "torch-1.13.1-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:76024be052b659ac1304ab8475ab03ea0a12124c3e7626282c9c86798ac7bc11"},
+    {file = "torch-1.13.1-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:ea8dda84d796094eb8709df0fcd6b56dc20b58fdd6bc4e8d7109930dafc8e419"},
+    {file = "torch-1.13.1-cp37-cp37m-win_amd64.whl", hash = "sha256:2ee7b81e9c457252bddd7d3da66fb1f619a5d12c24d7074de91c4ddafb832c93"},
+    {file = "torch-1.13.1-cp37-none-macosx_10_9_x86_64.whl", hash = "sha256:0d9b8061048cfb78e675b9d2ea8503bfe30db43d583599ae8626b1263a0c1380"},
+    {file = "torch-1.13.1-cp37-none-macosx_11_0_arm64.whl", hash = "sha256:f402ca80b66e9fbd661ed4287d7553f7f3899d9ab54bf5c67faada1555abde28"},
+    {file = "torch-1.13.1-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:727dbf00e2cf858052364c0e2a496684b9cb5aa01dc8a8bc8bbb7c54502bdcdd"},
+    {file = "torch-1.13.1-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:df8434b0695e9ceb8cc70650afc1310d8ba949e6db2a0525ddd9c3b2b181e5fe"},
+    {file = "torch-1.13.1-cp38-cp38-win_amd64.whl", hash = "sha256:5e1e722a41f52a3f26f0c4fcec227e02c6c42f7c094f32e49d4beef7d1e213ea"},
+    {file = "torch-1.13.1-cp38-none-macosx_10_9_x86_64.whl", hash = "sha256:33e67eea526e0bbb9151263e65417a9ef2d8fa53cbe628e87310060c9dcfa312"},
+    {file = "torch-1.13.1-cp38-none-macosx_11_0_arm64.whl", hash = "sha256:eeeb204d30fd40af6a2d80879b46a7efbe3cf43cdbeb8838dd4f3d126cc90b2b"},
+    {file = "torch-1.13.1-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:50ff5e76d70074f6653d191fe4f6a42fdbe0cf942fbe2a3af0b75eaa414ac038"},
+    {file = "torch-1.13.1-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:2c3581a3fd81eb1f0f22997cddffea569fea53bafa372b2c0471db373b26aafc"},
+    {file = "torch-1.13.1-cp39-cp39-win_amd64.whl", hash = "sha256:0aa46f0ac95050c604bcf9ef71da9f1172e5037fdf2ebe051962d47b123848e7"},
+    {file = "torch-1.13.1-cp39-none-macosx_10_9_x86_64.whl", hash = "sha256:6930791efa8757cb6974af73d4996b6b50c592882a324b8fb0589c6a9ba2ddaf"},
+    {file = "torch-1.13.1-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:e0df902a7c7dd6c795698532ee5970ce898672625635d885eade9976e5a04949"},
 ]
 
 [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\""}
 typing-extensions = "*"
 
+[package.extras]
+opt-einsum = ["opt-einsum (>=3.3)"]
+
 [[package]]
 name = "torchmetrics"
 version = "1.2.0"
@@ -5353,6 +5423,20 @@ pygments = ">=2.4,<3.0"
 setuptools = "*"
 typing_extensions = ">=4.0,<5.0"
 
+[[package]]
+name = "wheel"
+version = "0.42.0"
+description = "A built-package format for Python"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "wheel-0.42.0-py3-none-any.whl", hash = "sha256:177f9c9b0d45c47873b619f5b650346d632cdc35fb5e4d25058e09c9e581433d"},
+    {file = "wheel-0.42.0.tar.gz", hash = "sha256:c45be39f7882c9d34243236f2d63cbd58039e360f85d0913425fbd7ceea617a8"},
+]
+
+[package.extras]
+test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
+
 [[package]]
 name = "widgetsnbextension"
 version = "4.0.9"
@@ -5514,4 +5598,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.10"
-content-hash = "9d535354daf6773668151d44dd64cfb96b599919de45c181bb19325dcce452c8"
+content-hash = "19a165738dacf2fccd36c2b57da49298dcadb5f3b6766f9fcf57d900f6c64ffb"
diff --git a/pyproject.toml b/pyproject.toml
index ae51ca9..f140de1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,7 +47,7 @@ shell = """
 
 [tool.poetry.dependencies]
 python = ">=3.9,<3.10"
-torch = ">=1.10,<1.11"
+torch = ">=1.10,<1.14"
 pytorch-lightning = ">=1.5,<2"
 torchvision = ">=0.11"
 pydantic = { extras = ["dotenv"], version = ">=1.9.0,<2" }