From 4722e9643eece10c1554eaaa486bee16b3137335 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 25 Jul 2024 11:59:00 +0000
Subject: [PATCH] Bump torch from 1.5.1 to 2.2.0

Bumps [torch](https://github.com/pytorch/pytorch) from 1.5.1 to 2.2.0.
- [Release notes](https://github.com/pytorch/pytorch/releases)
- [Changelog](https://github.com/pytorch/pytorch/blob/main/RELEASE.md)
- [Commits](https://github.com/pytorch/pytorch/compare/v1.5.1...v2.2.0)

---
updated-dependencies:
- dependency-name: torch
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 poetry.lock    | 1951 +++++++++++++++++++++++++++---------------------
 pyproject.toml |    2 +-
 2 files changed, 1114 insertions(+), 839 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index b87a48b..6c55337 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,42 +1,54 @@
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+
 [[package]]
-category = "dev"
-description = "Disable App Nap on OS X 10.9"
-marker = "python_version >= \"3.3\" and sys_platform == \"darwin\" or platform_system == \"Darwin\""
 name = "appnope"
+version = "0.1.0"
+description = "Disable App Nap on OS X 10.9"
 optional = false
 python-versions = "*"
-version = "0.1.0"
+files = [
+    {file = "appnope-0.1.0-py2.py3-none-any.whl", hash = "sha256:5b26757dc6f79a3b7dc9fab95359328d5747fcb2409d331ea66d0272b90ab2a0"},
+    {file = "appnope-0.1.0.tar.gz", hash = "sha256:8b995ffe925347a2138d7ac0fe77155e4311a0ea6d6da4f5128fe4b3cbe5ed71"},
+]
 
 [[package]]
-category = "dev"
-description = "Classes Without Boilerplate"
 name = "attrs"
+version = "19.3.0"
+description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "19.3.0"
+files = [
+    {file = "attrs-19.3.0-py2.py3-none-any.whl", hash = "sha256:08a96c641c3a74e44eb59afb61a24f2cb9f4d7188748e76ba4bb5edfa3cb7d1c"},
+    {file = "attrs-19.3.0.tar.gz", hash = "sha256:f7b7ce16570fe9965acd6d30101a28f62fb4a7f9e926b3bbc9b61f8b04247e72"},
+]
 
 [package.extras]
-azure-pipelines = ["coverage", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "pytest-azurepipelines"]
-dev = ["coverage", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "sphinx", "pre-commit"]
+azure-pipelines = ["coverage", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-azurepipelines", "six", "zope.interface"]
+dev = ["coverage", "hypothesis", "pre-commit", "pympler", "pytest (>=4.3.0)", "six", "sphinx", "zope.interface"]
 docs = ["sphinx", "zope.interface"]
 tests = ["coverage", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface"]
 
 [[package]]
-category = "dev"
-description = "Specifications for callback functions passed in to an API"
-marker = "python_version >= \"3.3\""
 name = "backcall"
+version = "0.2.0"
+description = "Specifications for callback functions passed in to an API"
 optional = false
 python-versions = "*"
-version = "0.2.0"
+files = [
+    {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
+    {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
+]
 
 [[package]]
-category = "dev"
-description = "An easy safelist-based HTML-sanitizing tool."
 name = "bleach"
+version = "3.1.5"
+description = "An easy safelist-based HTML-sanitizing tool."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "3.1.5"
+files = [
+    {file = "bleach-3.1.5-py2.py3-none-any.whl", hash = "sha256:2bce3d8fab545a6528c8fa5d9f9ae8ebc85a56da365c7f85180bfe96a35ef22f"},
+    {file = "bleach-3.1.5.tar.gz", hash = "sha256:3c4c520fdb9db59ef139915a5db79f8b51bc2a7257ea0389f30c846883430a4b"},
+]
 
 [package.dependencies]
 packaging = "*"
@@ -44,72 +56,111 @@ six = ">=1.9.0"
 webencodings = "*"
 
 [[package]]
-category = "main"
-description = "Python package for providing Mozilla's CA Bundle."
 name = "certifi"
+version = "2020.6.20"
+description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = "*"
-version = "2020.6.20"
+files = [
+    {file = "certifi-2020.6.20-py2.py3-none-any.whl", hash = "sha256:8fc0819f1f30ba15bdb34cceffb9ef04d99f420f68eb75d901e9560b8749fc41"},
+    {file = "certifi-2020.6.20.tar.gz", hash = "sha256:5930595817496dd21bb8dc35dad090f1c2cd0adfaf21204bf6732ca5d8ee34d3"},
+]
 
 [[package]]
-category = "main"
-description = "Universal encoding detector for Python 2 and 3"
 name = "chardet"
+version = "3.0.4"
+description = "Universal encoding detector for Python 2 and 3"
 optional = false
 python-versions = "*"
-version = "3.0.4"
+files = [
+    {file = "chardet-3.0.4-py2.py3-none-any.whl", hash = "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"},
+    {file = "chardet-3.0.4.tar.gz", hash = "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae"},
+]
 
 [[package]]
-category = "dev"
-description = "Cross-platform colored terminal text."
-marker = "python_version >= \"3.3\" and sys_platform == \"win32\""
 name = "colorama"
+version = "0.4.3"
+description = "Cross-platform colored terminal text."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "0.4.3"
+files = [
+    {file = "colorama-0.4.3-py2.py3-none-any.whl", hash = "sha256:7d73d2a99753107a36ac6b455ee49046802e59d9d076ef8e47b61499fa29afff"},
+    {file = "colorama-0.4.3.tar.gz", hash = "sha256:e96da0d330793e2cb9485e9ddfd918d456036c7149416295932478192f4436a1"},
+]
 
 [[package]]
-category = "dev"
-description = "Composable style cycles"
 name = "cycler"
+version = "0.10.0"
+description = "Composable style cycles"
 optional = false
 python-versions = "*"
-version = "0.10.0"
+files = [
+    {file = "cycler-0.10.0-py2.py3-none-any.whl", hash = "sha256:1d8a5ae1ff6c5cf9b93e8811e581232ad8920aeec647c37316ceac982b08cb2d"},
+    {file = "cycler-0.10.0.tar.gz", hash = "sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8"},
+]
 
 [package.dependencies]
 six = "*"
 
 [[package]]
-category = "dev"
-description = "Decorators for Humans"
 name = "decorator"
+version = "4.4.2"
+description = "Decorators for Humans"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*"
-version = "4.4.2"
+files = [
+    {file = "decorator-4.4.2-py2.py3-none-any.whl", hash = "sha256:41fa54c2a0cc4ba648be4fd43cff00aedf5b9465c9bf18d64325bc225f08f760"},
+    {file = "decorator-4.4.2.tar.gz", hash = "sha256:e3a62f0520172440ca0dcc823749319382e377f37f140a0b99ef45fecb84bfe7"},
+]
 
 [[package]]
-category = "dev"
-description = "XML bomb protection for Python stdlib modules"
 name = "defusedxml"
+version = "0.6.0"
+description = "XML bomb protection for Python stdlib modules"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "0.6.0"
+files = [
+    {file = "defusedxml-0.6.0-py2.py3-none-any.whl", hash = "sha256:6687150770438374ab581bb7a1b327a847dd9c5749e396102de3fad4e8a3ef93"},
+    {file = "defusedxml-0.6.0.tar.gz", hash = "sha256:f684034d135af4c6cbb949b8a4d2ed61634515257a67299e5f940fbaa34377f5"},
+]
 
 [[package]]
-category = "dev"
-description = "Discover and load entry points from installed packages."
 name = "entrypoints"
+version = "0.3"
+description = "Discover and load entry points from installed packages."
 optional = false
 python-versions = ">=2.7"
-version = "0.3"
+files = [
+    {file = "entrypoints-0.3-py2.py3-none-any.whl", hash = "sha256:589f874b313739ad35be6e0cd7efde2a4e9b6fea91edcc34e58ecbb8dbe56d19"},
+    {file = "entrypoints-0.3.tar.gz", hash = "sha256:c70dd71abe5a8c85e55e12c19bd91ccfeec11a6e99044204511f9ed547d48451"},
+]
+
+[[package]]
+name = "filelock"
+version = "3.15.4"
+description = "A platform independent file lock."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "filelock-3.15.4-py3-none-any.whl", hash = "sha256:6ca1fffae96225dab4c6eaf1c4f4f28cd2568d3ec2a44e15a08520504de468e7"},
+    {file = "filelock-3.15.4.tar.gz", hash = "sha256:2207938cbc1844345cb01a5a95524dae30f0ce089eba5b00378295a17e3e90cb"},
+]
+
+[package.extras]
+docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-asyncio (>=0.21)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)", "virtualenv (>=20.26.2)"]
+typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
-category = "dev"
-description = "the modular source code checker: pep8 pyflakes and co"
 name = "flake8"
+version = "3.8.3"
+description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-version = "3.8.3"
+files = [
+    {file = "flake8-3.8.3-py2.py3-none-any.whl", hash = "sha256:15e351d19611c887e482fb960eae4d44845013cc142d42896e9862f775d8cf5c"},
+    {file = "flake8-3.8.3.tar.gz", hash = "sha256:f04b9fcbac03b0a3e58c0ab3a0ecc462e023a9faf046d57794184028123aa208"},
+]
 
 [package.dependencies]
 mccabe = ">=0.6.0,<0.7.0"
@@ -117,66 +168,136 @@ pycodestyle = ">=2.6.0a1,<2.7.0"
 pyflakes = ">=2.2.0,<2.3.0"
 
 [[package]]
-category = "main"
-description = "Clean single-source support for Python 3 and 2"
-name = "future"
+name = "fsspec"
+version = "2024.6.1"
+description = "File-system specification"
 optional = false
-python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
-version = "0.18.2"
+python-versions = ">=3.8"
+files = [
+    {file = "fsspec-2024.6.1-py3-none-any.whl", hash = "sha256:3cb443f8bcd2efb31295a5b9fdb02aee81d8452c80d28f97a6d0959e6cee101e"},
+    {file = "fsspec-2024.6.1.tar.gz", hash = "sha256:fad7d7e209dd4c1208e3bbfda706620e0da5142bebbd9c384afb95b07e798e49"},
+]
+
+[package.extras]
+abfs = ["adlfs"]
+adl = ["adlfs"]
+arrow = ["pyarrow (>=1)"]
+dask = ["dask", "distributed"]
+dev = ["pre-commit", "ruff"]
+doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"]
+dropbox = ["dropbox", "dropboxdrivefs", "requests"]
+full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
+fuse = ["fusepy"]
+gcs = ["gcsfs"]
+git = ["pygit2"]
+github = ["requests"]
+gs = ["gcsfs"]
+gui = ["panel"]
+hdfs = ["pyarrow (>=1)"]
+http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)"]
+libarchive = ["libarchive-c"]
+oci = ["ocifs"]
+s3 = ["s3fs"]
+sftp = ["paramiko"]
+smb = ["smbprotocol"]
+ssh = ["paramiko"]
+test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
+test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
+test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
+tqdm = ["tqdm"]
 
 [[package]]
-category = "main"
-description = "Read and write HDF5 files from Python"
 name = "h5py"
+version = "2.10.0"
+description = "Read and write HDF5 files from Python"
 optional = false
 python-versions = "*"
-version = "2.10.0"
+files = [
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+    {file = "h5py-2.10.0-cp27-cp27m-win32.whl", hash = "sha256:7be5754a159236e95bd196419485343e2b5875e806fe68919e087b6351f40a70"},
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+    {file = "h5py-2.10.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:64f74da4a1dd0d2042e7d04cf8294e04ddad686f8eba9bb79e517ae582f6668d"},
+    {file = "h5py-2.10.0-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:d35f7a3a6cefec82bfdad2785e78359a0e6a5fbb3f605dd5623ce88082ccd681"},
+    {file = "h5py-2.10.0-cp38-cp38-win32.whl", hash = "sha256:6ef7ab1089e3ef53ca099038f3c0a94d03e3560e6aff0e9d6c64c55fb13fc681"},
+    {file = "h5py-2.10.0-cp38-cp38-win_amd64.whl", hash = "sha256:769e141512b54dee14ec76ed354fcacfc7d97fea5a7646b709f7400cf1838630"},
+    {file = "h5py-2.10.0.tar.gz", hash = "sha256:84412798925dc870ffd7107f045d7659e60f5d46d1c70c700375248bf6bf512d"},
+]
 
 [package.dependencies]
 numpy = ">=1.7"
 six = "*"
 
 [[package]]
-category = "main"
-description = "Internationalized Domain Names in Applications (IDNA)"
 name = "idna"
+version = "2.10"
+description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "2.10"
+files = [
+    {file = "idna-2.10-py2.py3-none-any.whl", hash = "sha256:b97d804b1e9b523befed77c48dacec60e6dcb0b5391d57af6a65a312a90648c0"},
+    {file = "idna-2.10.tar.gz", hash = "sha256:b307872f855b18632ce0c21c5e45be78c0ea7ae4c15c828c20788b26921eb3f6"},
+]
 
 [[package]]
-category = "dev"
-description = "IPython Kernel for Jupyter"
 name = "ipykernel"
+version = "5.3.2"
+description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.5"
-version = "5.3.2"
+files = [
+    {file = "ipykernel-5.3.2-py3-none-any.whl", hash = "sha256:0a5f1fc6f63241b9710b5960d314ffe44d8a18bf6674e3f28d2542b192fa318c"},
+    {file = "ipykernel-5.3.2.tar.gz", hash = "sha256:89dc4bd19c7781f6d7eef0e666c59ce57beac56bb39b511544a71397b7b31cbb"},
+]
 
 [package.dependencies]
-appnope = "*"
+appnope = {version = "*", markers = "platform_system == \"Darwin\""}
 ipython = ">=5.0.0"
-jupyter_client = "*"
+jupyter-client = "*"
 tornado = ">=4.2"
 traitlets = ">=4.1.0"
 
 [package.extras]
-test = ["pytest (!=5.3.4)", "pytest-cov", "flaky", "nose"]
+test = ["flaky", "nose", "pytest (!=5.3.4)", "pytest-cov"]
 
 [[package]]
-category = "dev"
-description = "IPython: Productive Interactive Computing"
 name = "ipython"
+version = "7.16.1"
+description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.6"
-version = "7.16.1"
+files = [
+    {file = "ipython-7.16.1-py3-none-any.whl", hash = "sha256:2dbcc8c27ca7d3cfe4fcdff7f45b27f9a8d3edfa70ff8024a71c7a8eb5f09d64"},
+    {file = "ipython-7.16.1.tar.gz", hash = "sha256:9f4fcb31d3b2c533333893b9172264e4821c1ac91839500f31bd43f2c59b3ccf"},
+]
 
 [package.dependencies]
-appnope = "*"
+appnope = {version = "*", markers = "sys_platform == \"darwin\""}
 backcall = "*"
-colorama = "*"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
 decorator = "*"
 jedi = ">=0.10"
-pexpect = "*"
+pexpect = {version = "*", markers = "sys_platform != \"win32\""}
 pickleshare = "*"
 prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
 pygments = "*"
@@ -189,63 +310,71 @@ doc = ["Sphinx (>=1.3)"]
 kernel = ["ipykernel"]
 nbconvert = ["nbconvert"]
 nbformat = ["nbformat"]
-notebook = ["notebook", "ipywidgets"]
+notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
-test = ["nose (>=0.10.1)", "requests", "testpath", "pygments", "nbformat", "ipykernel", "numpy (>=1.14)"]
+test = ["ipykernel", "nbformat", "nose (>=0.10.1)", "numpy (>=1.14)", "pygments", "requests", "testpath"]
 
 [[package]]
-category = "dev"
-description = "Vestigial utilities from IPython"
 name = "ipython-genutils"
+version = "0.2.0"
+description = "Vestigial utilities from IPython"
 optional = false
 python-versions = "*"
-version = "0.2.0"
+files = [
+    {file = "ipython_genutils-0.2.0-py2.py3-none-any.whl", hash = "sha256:72dd37233799e619666c9f639a9da83c34013a73e8bbc79a7a6348d93c61fab8"},
+    {file = "ipython_genutils-0.2.0.tar.gz", hash = "sha256:eb2e116e75ecef9d4d228fdc66af54269afa26ab4463042e33785b887c628ba8"},
+]
 
 [[package]]
-category = "dev"
-description = "IPython HTML widgets for Jupyter"
 name = "ipywidgets"
+version = "7.5.1"
+description = "IPython HTML widgets for Jupyter"
 optional = false
 python-versions = "*"
-version = "7.5.1"
+files = [
+    {file = "ipywidgets-7.5.1-py2.py3-none-any.whl", hash = "sha256:13ffeca438e0c0f91ae583dc22f50379b9d6b28390ac7be8b757140e9a771516"},
+    {file = "ipywidgets-7.5.1.tar.gz", hash = "sha256:e945f6e02854a74994c596d9db83444a1850c01648f1574adf144fbbabe05c97"},
+]
 
 [package.dependencies]
 ipykernel = ">=4.5.1"
+ipython = {version = ">=4.0.0", markers = "python_version >= \"3.3\""}
 nbformat = ">=4.2.0"
 traitlets = ">=4.3.1"
 widgetsnbextension = ">=3.5.0,<3.6.0"
 
-[package.dependencies.ipython]
-python = ">=3.3"
-version = ">=4.0.0"
-
 [package.extras]
-test = ["pytest (>=3.6.0)", "pytest-cov", "mock"]
+test = ["mock", "pytest (>=3.6.0)", "pytest-cov"]
 
 [[package]]
-category = "dev"
-description = "An autocompletion tool for Python that can be used for text editors."
-marker = "python_version >= \"3.3\""
 name = "jedi"
+version = "0.17.1"
+description = "An autocompletion tool for Python that can be used for text editors."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "0.17.1"
+files = [
+    {file = "jedi-0.17.1-py2.py3-none-any.whl", hash = "sha256:1ddb0ec78059e8e27ec9eb5098360b4ea0a3dd840bedf21415ea820c21b40a22"},
+    {file = "jedi-0.17.1.tar.gz", hash = "sha256:807d5d4f96711a2bcfdd5dfa3b1ae6d09aa53832b182090b222b5efb81f52f63"},
+]
 
 [package.dependencies]
 parso = ">=0.7.0,<0.8.0"
 
 [package.extras]
-qa = ["flake8 (3.7.9)"]
+qa = ["flake8 (==3.7.9)"]
 testing = ["Django (<3.1)", "colorama", "docopt", "pytest (>=3.9.0,<5.0.0)"]
 
 [[package]]
-category = "dev"
-description = "A very fast and expressive template engine."
 name = "jinja2"
+version = "2.11.2"
+description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "2.11.2"
+files = [
+    {file = "Jinja2-2.11.2-py2.py3-none-any.whl", hash = "sha256:f0a4641d3cf955324a89c04f3d94663aa4d638abe8f733ecd3582848e1c37035"},
+    {file = "Jinja2-2.11.2.tar.gz", hash = "sha256:89aab215427ef59c34ad58735269eb58b1a5808103067f7bb9d5836c651b3bb0"},
+]
 
 [package.dependencies]
 MarkupSafe = ">=0.23"
@@ -254,39 +383,51 @@ MarkupSafe = ">=0.23"
 i18n = ["Babel (>=0.8)"]
 
 [[package]]
-category = "dev"
-description = "Lightweight pipelining: using Python functions as pipeline jobs."
 name = "joblib"
+version = "0.16.0"
+description = "Lightweight pipelining: using Python functions as pipeline jobs."
 optional = false
 python-versions = ">=3.6"
-version = "0.16.0"
+files = [
+    {file = "joblib-0.16.0-py3-none-any.whl", hash = "sha256:d348c5d4ae31496b2aa060d6d9b787864dd204f9480baaa52d18850cb43e9f49"},
+    {file = "joblib-0.16.0.tar.gz", hash = "sha256:8f52bf24c64b608bf0b2563e0e47d6fcf516abc8cfafe10cfd98ad66d94f92d6"},
+]
 
 [[package]]
-category = "main"
-description = "Apply JSON-Patches (RFC 6902)"
 name = "jsonpatch"
+version = "1.26"
+description = "Apply JSON-Patches (RFC 6902)"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "1.26"
+files = [
+    {file = "jsonpatch-1.26-py2.py3-none-any.whl", hash = "sha256:83ff23119b336ea2feffa682307eb7269b58097b4e88c089a4950d946442db16"},
+    {file = "jsonpatch-1.26.tar.gz", hash = "sha256:e45df18b0ab7df1925f20671bbc3f6bd0b4b556fb4b9c5d97684b0a7eac01744"},
+]
 
 [package.dependencies]
 jsonpointer = ">=1.9"
 
 [[package]]
-category = "main"
-description = "Identify specific nodes in a JSON document (RFC 6901)"
 name = "jsonpointer"
+version = "2.0"
+description = "Identify specific nodes in a JSON document (RFC 6901)"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "2.0"
+files = [
+    {file = "jsonpointer-2.0-py2.py3-none-any.whl", hash = "sha256:ff379fa021d1b81ab539f5ec467c7745beb1a5671463f9dcc2b2d458bd361c1e"},
+    {file = "jsonpointer-2.0.tar.gz", hash = "sha256:c192ba86648e05fdae4f08a17ec25180a9aef5008d973407b581798a83975362"},
+]
 
 [[package]]
-category = "dev"
-description = "An implementation of JSON Schema validation for Python"
 name = "jsonschema"
+version = "3.2.0"
+description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = "*"
-version = "3.2.0"
+files = [
+    {file = "jsonschema-3.2.0-py2.py3-none-any.whl", hash = "sha256:4e5b3cf8216f577bee9ce139cbe72eca3ea4f292ec60928ff24758ce626cd163"},
+    {file = "jsonschema-3.2.0.tar.gz", hash = "sha256:c8a85b28d377cc7737e46e2d9f2b4f44ee3c0e1deac6bf46ddefc7187d30797a"},
+]
 
 [package.dependencies]
 attrs = ">=17.4.0"
@@ -296,15 +437,19 @@ six = ">=1.11.0"
 
 [package.extras]
 format = ["idna", "jsonpointer (>1.13)", "rfc3987", "strict-rfc3339", "webcolors"]
-format_nongpl = ["idna", "jsonpointer (>1.13)", "webcolors", "rfc3986-validator (>0.1.0)", "rfc3339-validator"]
+format-nongpl = ["idna", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "webcolors"]
 
 [[package]]
-category = "dev"
-description = "Jupyter metapackage. Install all the Jupyter components in one go."
 name = "jupyter"
+version = "1.0.0"
+description = "Jupyter metapackage. Install all the Jupyter components in one go."
 optional = false
 python-versions = "*"
-version = "1.0.0"
+files = [
+    {file = "jupyter-1.0.0-py2.py3-none-any.whl", hash = "sha256:5b290f93b98ffbc21c0c7e749f054b3267782166d72fa5e3ed1ed4eaf34a2b78"},
+    {file = "jupyter-1.0.0.tar.gz", hash = "sha256:d9dc4b3318f310e34c82951ea5d6683f67bed7def4b259fafbfe4f1beb1d8e5f"},
+    {file = "jupyter-1.0.0.zip", hash = "sha256:3e1f86076bbb7c8c207829390305a2b1fe836d471ed54be66a3b8c41e7f46cc7"},
+]
 
 [package.dependencies]
 ipykernel = "*"
@@ -315,12 +460,15 @@ notebook = "*"
 qtconsole = "*"
 
 [[package]]
-category = "dev"
-description = "Jupyter protocol implementation and client libraries"
 name = "jupyter-client"
+version = "6.1.5"
+description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.5"
-version = "6.1.5"
+files = [
+    {file = "jupyter_client-6.1.5-py3-none-any.whl", hash = "sha256:9f0092a0951d878e7521924899e1fba6f689c7a99d43735a4c0bc05c6f311452"},
+    {file = "jupyter_client-6.1.5.tar.gz", hash = "sha256:5099cda1ac86b27b655a715c51e15bdc8bd9595b2b17adb41a2bd446bbbafc4a"},
+]
 
 [package.dependencies]
 jupyter-core = ">=4.6.0"
@@ -333,12 +481,15 @@ traitlets = "*"
 test = ["ipykernel", "ipython", "mock", "pytest"]
 
 [[package]]
-category = "dev"
-description = "Jupyter terminal console"
 name = "jupyter-console"
+version = "6.1.0"
+description = "Jupyter terminal console"
 optional = false
 python-versions = ">=3.5"
-version = "6.1.0"
+files = [
+    {file = "jupyter_console-6.1.0-py2.py3-none-any.whl", hash = "sha256:b392155112ec86a329df03b225749a0fa903aa80811e8eda55796a40b5e470d8"},
+    {file = "jupyter_console-6.1.0.tar.gz", hash = "sha256:6f6ead433b0534909df789ea64f0a14cdf9b6b2360757756f08182be4b9e431b"},
+]
 
 [package.dependencies]
 ipykernel = "*"
@@ -351,71 +502,190 @@ pygments = "*"
 test = ["pexpect"]
 
 [[package]]
-category = "dev"
-description = "Jupyter core package. A base package on which Jupyter projects rely."
 name = "jupyter-core"
+version = "4.6.3"
+description = "Jupyter core package. A base package on which Jupyter projects rely."
 optional = false
 python-versions = "!=3.0,!=3.1,!=3.2,!=3.3,!=3.4,>=2.7"
-version = "4.6.3"
+files = [
+    {file = "jupyter_core-4.6.3-py2.py3-none-any.whl", hash = "sha256:a4ee613c060fe5697d913416fc9d553599c05e4492d58fac1192c9a6844abb21"},
+    {file = "jupyter_core-4.6.3.tar.gz", hash = "sha256:394fd5dd787e7c8861741880bdf8a00ce39f95de5d18e579c74b882522219e7e"},
+]
 
 [package.dependencies]
-pywin32 = ">=1.0"
+pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\""}
 traitlets = "*"
 
 [[package]]
-category = "dev"
-description = "A fast implementation of the Cassowary constraint solver"
 name = "kiwisolver"
-optional = false
-python-versions = ">=3.6"
 version = "1.2.0"
-
-[[package]]
-category = "dev"
-description = "Safely add untrusted strings to HTML/XML markup."
-name = "markupsafe"
-optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
-version = "1.1.1"
-
-[[package]]
-category = "dev"
-description = "Python plotting package"
-name = "matplotlib"
+description = "A fast implementation of the Cassowary constraint solver"
 optional = false
 python-versions = ">=3.6"
-version = "3.2.2"
-
-[package.dependencies]
-cycler = ">=0.10"
-kiwisolver = ">=1.0.1"
+files = [
+    {file = "kiwisolver-1.2.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:443c2320520eda0a5b930b2725b26f6175ca4453c61f739fef7a5847bd262f74"},
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+]
+
+[[package]]
+name = "markupsafe"
+version = "1.1.1"
+description = "Safely add untrusted strings to HTML/XML markup."
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
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 numpy = ">=1.11"
 pyparsing = ">=2.0.1,<2.0.4 || >2.0.4,<2.1.2 || >2.1.2,<2.1.6 || >2.1.6"
 python-dateutil = ">=2.1"
 
 [[package]]
-category = "dev"
-description = "McCabe checker, plugin for flake8"
 name = "mccabe"
+version = "0.6.1"
+description = "McCabe checker, plugin for flake8"
 optional = false
 python-versions = "*"
-version = "0.6.1"
+files = [
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+]
 
 [[package]]
-category = "dev"
-description = "The fastest markdown parser in pure Python"
 name = "mistune"
+version = "0.8.4"
+description = "The fastest markdown parser in pure Python"
 optional = false
 python-versions = "*"
-version = "0.8.4"
+files = [
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+[[package]]
+name = "mpmath"
+version = "1.3.0"
+description = "Python library for arbitrary-precision floating-point arithmetic"
+optional = false
+python-versions = "*"
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+]
+
+[package.extras]
+develop = ["codecov", "pycodestyle", "pytest (>=4.6)", "pytest-cov", "wheel"]
+docs = ["sphinx"]
+gmpy = ["gmpy2 (>=2.1.0a4)"]
+tests = ["pytest (>=4.6)"]
 
 [[package]]
-category = "dev"
-description = "Converting Jupyter Notebooks"
 name = "nbconvert"
+version = "5.6.1"
+description = "Converting Jupyter Notebooks"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "5.6.1"
+files = [
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+    {file = "nbconvert-5.6.1.tar.gz", hash = "sha256:21fb48e700b43e82ba0e3142421a659d7739b65568cc832a13976a77be16b523"},
+]
 
 [package.dependencies]
 bleach = "*"
@@ -431,19 +701,22 @@ testpath = "*"
 traitlets = ">=4.2"
 
 [package.extras]
-all = ["pytest", "pytest-cov", "ipykernel", "jupyter-client (>=5.3.1)", "ipywidgets (>=7)", "pebble", "tornado (>=4.0)", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "sphinxcontrib-github-alt", "ipython", "mock"]
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+all = ["ipykernel", "ipython", "ipywidgets (>=7)", "jupyter-client (>=5.3.1)", "mock", "nbsphinx (>=0.2.12)", "pebble", "pytest", "pytest-cov", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "sphinxcontrib-github-alt", "tornado (>=4.0)"]
+docs = ["ipython", "jupyter-client (>=5.3.1)", "nbsphinx (>=0.2.12)", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
 execute = ["jupyter-client (>=5.3.1)"]
 serve = ["tornado (>=4.0)"]
-test = ["pytest", "pytest-cov", "ipykernel", "jupyter-client (>=5.3.1)", "ipywidgets (>=7)", "pebble", "mock"]
+test = ["ipykernel", "ipywidgets (>=7)", "jupyter-client (>=5.3.1)", "mock", "pebble", "pytest", "pytest-cov"]
 
 [[package]]
-category = "dev"
-description = "The Jupyter Notebook format"
 name = "nbformat"
+version = "5.0.7"
+description = "The Jupyter Notebook format"
 optional = false
 python-versions = ">=3.5"
-version = "5.0.7"
+files = [
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+    {file = "nbformat-5.0.7.tar.gz", hash = "sha256:54d4d6354835a936bad7e8182dcd003ca3dc0cedfee5a306090e04854343b340"},
+]
 
 [package.dependencies]
 ipython-genutils = "*"
@@ -455,15 +728,35 @@ traitlets = ">=4.1"
 test = ["pytest", "pytest-cov", "testpath"]
 
 [[package]]
-category = "dev"
-description = "A web-based notebook environment for interactive computing"
+name = "networkx"
+version = "3.1"
+description = "Python package for creating and manipulating graphs and networks"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "networkx-3.1-py3-none-any.whl", hash = "sha256:4f33f68cb2afcf86f28a45f43efc27a9386b535d567d2127f8f61d51dec58d36"},
+    {file = "networkx-3.1.tar.gz", hash = "sha256:de346335408f84de0eada6ff9fafafff9bcda11f0a0dfaa931133debb146ab61"},
+]
+
+[package.extras]
+default = ["matplotlib (>=3.4)", "numpy (>=1.20)", "pandas (>=1.3)", "scipy (>=1.8)"]
+developer = ["mypy (>=1.1)", "pre-commit (>=3.2)"]
+doc = ["nb2plots (>=0.6)", "numpydoc (>=1.5)", "pillow (>=9.4)", "pydata-sphinx-theme (>=0.13)", "sphinx (>=6.1)", "sphinx-gallery (>=0.12)", "texext (>=0.6.7)"]
+extra = ["lxml (>=4.6)", "pydot (>=1.4.2)", "pygraphviz (>=1.10)", "sympy (>=1.10)"]
+test = ["codecov (>=2.1)", "pytest (>=7.2)", "pytest-cov (>=4.0)"]
+
+[[package]]
 name = "notebook"
+version = "6.0.3"
+description = "A web-based notebook environment for interactive computing"
 optional = false
 python-versions = ">=3.5"
-version = "6.0.3"
+files = [
+    {file = "notebook-6.0.3-py3-none-any.whl", hash = "sha256:3edc616c684214292994a3af05eaea4cc043f6b4247d830f3a2f209fa7639a80"},
+    {file = "notebook-6.0.3.tar.gz", hash = "sha256:47a9092975c9e7965ada00b9a20f0cf637d001db60d241d479f53c0be117ad48"},
+]
 
 [package.dependencies]
-Send2Trash = "*"
 ipykernel = "*"
 ipython-genutils = "*"
 jinja2 = "*"
@@ -473,717 +766,262 @@ nbconvert = "*"
 nbformat = "*"
 prometheus-client = "*"
 pyzmq = ">=17"
+Send2Trash = "*"
 terminado = ">=0.8.1"
 tornado = ">=5.0"
 traitlets = ">=4.2.1"
 
 [package.extras]
-test = ["nose", "coverage", "requests", "nose-warnings-filters", "nbval", "nose-exclude", "selenium", "pytest", "pytest-cov", "nose-exclude"]
+test = ["coverage", "nbval", "nose", "nose-exclude", "nose-exclude", "nose-warnings-filters", "pytest", "pytest-cov", "requests", "selenium"]
 
 [[package]]
-category = "main"
-description = "NumPy is the fundamental package for array computing with Python."
 name = "numpy"
+version = "1.19.0"
+description = "NumPy is the fundamental package for array computing with Python."
 optional = false
 python-versions = ">=3.6"
-version = "1.19.0"
+files = [
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+    {file = "numpy-1.19.0-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:b6aaeadf1e4866ca0fdf7bb4eed25e521ae21a7947c59f78154b24fc7abbe1dd"},
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+
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@@ -1346,40 +1354,181 @@ scipy = [
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     {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
 ]
-websocket-client = [
+
+[[package]]
+name = "websocket-client"
+version = "0.57.0"
+description = "WebSocket client for Python. hybi13 is supported."
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
     {file = "websocket_client-0.57.0-py2.py3-none-any.whl", hash = "sha256:0fc45c961324d79c781bab301359d5a1b00b13ad1b10415a4780229ef71a5549"},
     {file = "websocket_client-0.57.0.tar.gz", hash = "sha256:d735b91d6d1692a6a181f2a8c9e0238e5f6373356f561bb9dc4c7af36f452010"},
 ]
-widgetsnbextension = [
+
+[package.dependencies]
+six = "*"
+
+[[package]]
+name = "widgetsnbextension"
+version = "3.5.1"
+description = "IPython HTML widgets for Jupyter"
+optional = false
+python-versions = "*"
+files = [
     {file = "widgetsnbextension-3.5.1-py2.py3-none-any.whl", hash = "sha256:bd314f8ceb488571a5ffea6cc5b9fc6cba0adaf88a9d2386b93a489751938bcd"},
     {file = "widgetsnbextension-3.5.1.tar.gz", hash = "sha256:079f87d87270bce047512400efd70238820751a11d2d8cb137a5a5bdbaf255c7"},
 ]
-yapf = [
+
+[package.dependencies]
+notebook = ">=4.4.1"
+
+[[package]]
+name = "yapf"
+version = "0.30.0"
+description = "A formatter for Python code."
+optional = false
+python-versions = "*"
+files = [
     {file = "yapf-0.30.0-py2.py3-none-any.whl", hash = "sha256:3abf61ba67cf603069710d30acbc88cfe565d907e16ad81429ae90ce9651e0c9"},
     {file = "yapf-0.30.0.tar.gz", hash = "sha256:3000abee4c28daebad55da6c85f3cd07b8062ce48e2e9943c8da1b9667d48427"},
 ]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.8"
+content-hash = "ead6acf3805bb432d10e46b07d8244214dd583a2de1ca743fd357da8a92792ae"
diff --git a/pyproject.toml b/pyproject.toml
index 8b7b646..aacce9b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,7 +10,7 @@ python = "^3.8"
 numpy = "^1.19.0"
 scipy = "^1.5.0"
 h5py = "^2.10.0"
-torch = "^1.5.1"
+torch = "^2.2.0"
 visdom = "^0.1.8"
 
 [tool.poetry.dev-dependencies]