diff --git a/bindsnet/network/network.py b/bindsnet/network/network.py
index 0820d68f..0359e9c1 100644
--- a/bindsnet/network/network.py
+++ b/bindsnet/network/network.py
@@ -19,7 +19,9 @@ def load(file_name: str, map_location: str = "cpu", learning: bool = None) -> "N
     :param learning: Whether to load with learning enabled. Default loads value from
         disk.
     """
-    network = torch.load(open(file_name, "rb"), map_location=map_location)
+    network = torch.load(
+        open(file_name, "rb"), map_location=map_location, weights_only=False
+    )
     if learning is not None and "learning" in vars(network):
         network.learning = learning
 
@@ -191,6 +193,7 @@ def save(self, file_name: str) -> None:
             # Save the network to disk.
             network.save(str(Path.home()) + '/network.pt')
         """
+        torch.serialization.add_safe_globals([self])
         torch.save(self, open(file_name, "wb"))
 
     def clone(self) -> "Network":
diff --git a/poetry.lock b/poetry.lock
index af1d9fed..90deb0c2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -193,22 +193,22 @@ typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "attrs"
-version = "25.1.0"
+version = "25.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 markers = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\" or sys_platform != \"linux\" and sys_platform != \"win32\" and sys_platform != \"win_amd64\" and sys_platform != \"darwin\") and python_version <= \"3.11\""
 files = [
-    {file = "attrs-25.1.0-py3-none-any.whl", hash = "sha256:c75a69e28a550a7e93789579c22aa26b0f5b83b75dc4e08fe092980051e1090a"},
-    {file = "attrs-25.1.0.tar.gz", hash = "sha256:1c97078a80c814273a76b2a298a932eb681c87415c11dee0a6921de7f1b02c3e"},
+    {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
+    {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
 
 [package.extras]
 benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
 tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
@@ -788,52 +788,52 @@ files = [
 
 [[package]]
 name = "debugpy"
-version = "1.8.12"
+version = "1.8.13"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 markers = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\" or sys_platform != \"linux\" and sys_platform != \"win32\" and sys_platform != \"win_amd64\" and sys_platform != \"darwin\") and python_version <= \"3.11\""
 files = [
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-    {file = "debugpy-1.8.12-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cbbd4149c4fc5e7d508ece083e78c17442ee13b0e69bfa6bd63003e486770f45"},
-    {file = "debugpy-1.8.12-cp310-cp310-win32.whl", hash = "sha256:b202f591204023b3ce62ff9a47baa555dc00bb092219abf5caf0e3718ac20e7c"},
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 ]
 
 [[package]]
 name = "decorator"
-version = "5.1.1"
+version = "5.2.1"
 description = "Decorators for Humans"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 groups = ["dev"]
 markers = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\" or sys_platform != \"linux\" and sys_platform != \"win32\" and sys_platform != \"win_amd64\" and sys_platform != \"darwin\") and python_version <= \"3.11\""
 files = [
-    {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
-    {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
+    {file = "decorator-5.2.1-py3-none-any.whl", hash = "sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a"},
+    {file = "decorator-5.2.1.tar.gz", hash = "sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360"},
 ]
 
 [[package]]
@@ -958,14 +958,14 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "filelock"
-version = "3.17.0"
+version = "3.18.0"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "filelock-3.17.0-py3-none-any.whl", hash = "sha256:533dc2f7ba78dc2f0f531fc6c4940addf7b70a481e269a5a3b93be94ffbe8338"},
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+    {file = "filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de"},
+    {file = "filelock-3.18.0.tar.gz", hash = "sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2"},
 ]
 markers = {main = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\") and python_version <= \"3.11\"", dev = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\" or sys_platform != \"linux\" and sys_platform != \"win32\" and sys_platform != \"win_amd64\" and sys_platform != \"darwin\") and python_version <= \"3.11\""}
 
@@ -1089,15 +1089,15 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2025.2.0"
+version = "2025.3.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\") and python_version <= \"3.11\""
 files = [
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+    {file = "fsspec-2025.3.0-py3-none-any.whl", hash = "sha256:efb87af3efa9103f94ca91a7f8cb7a4df91af9f74fc106c9c7ea0efd7277c1b3"},
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 ]
 
 [package.extras]
@@ -1262,15 +1262,15 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "identify"
-version = "2.6.7"
+version = "2.6.9"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 markers = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\" or sys_platform != \"linux\" and sys_platform != \"win32\" and sys_platform != \"win_amd64\" and sys_platform != \"darwin\") and python_version <= \"3.11\""
 files = [
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+    {file = "identify-2.6.9.tar.gz", hash = "sha256:d40dfe3142a1421d8518e3d3985ef5ac42890683e32306ad614a29490abeb6bf"},
 ]
 
 [package.extras]
@@ -1518,14 +1518,14 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<9.0.0)"]
 
 [[package]]
 name = "jinja2"
-version = "3.1.5"
+version = "3.1.6"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
 files = [
-    {file = "jinja2-3.1.5-py3-none-any.whl", hash = "sha256:aba0f4dc9ed8013c424088f68a5c226f7d6097ed89b246d7749c2ec4175c6adb"},
-    {file = "jinja2-3.1.5.tar.gz", hash = "sha256:8fefff8dc3034e27bb80d67c671eb8a9bc424c0ef4c0826edbff304cceff43bb"},
+    {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"},
+    {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"},
 ]
 markers = {main = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\") and python_version <= \"3.11\"", dev = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\" or sys_platform != \"linux\" and sys_platform != \"win32\" and sys_platform != \"win_amd64\" and sys_platform != \"darwin\") and python_version <= \"3.11\""}
 
@@ -1777,15 +1777,15 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
 
 [[package]]
 name = "jupyterlab"
-version = "4.3.5"
+version = "4.3.6"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 markers = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\" or sys_platform != \"linux\" and sys_platform != \"win32\" and sys_platform != \"win_amd64\" and sys_platform != \"darwin\") and python_version <= \"3.11\""
 files = [
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+    {file = "jupyterlab-4.3.6-py3-none-any.whl", hash = "sha256:fc9eb0455562a56a9bd6d2977cf090842f321fa1a298fcee9bf8c19de353d5fd"},
+    {file = "jupyterlab-4.3.6.tar.gz", hash = "sha256:2900ffdbfca9ed37c4ad7fdda3eb76582fd945d46962af3ac64741ae2d6b2ff4"},
 ]
 
 [package.dependencies]
@@ -2156,15 +2156,15 @@ traitlets = "*"
 
 [[package]]
 name = "mistune"
-version = "3.1.1"
+version = "3.1.2"
 description = "A sane and fast Markdown parser with useful plugins and renderers"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 markers = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\" or sys_platform != \"linux\" and sys_platform != \"win32\" and sys_platform != \"win_amd64\" and sys_platform != \"darwin\") and python_version <= \"3.11\""
 files = [
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+    {file = "mistune-3.1.2-py3-none-any.whl", hash = "sha256:4b47731332315cdca99e0ded46fc0004001c1299ff773dfb48fbe1fd226de319"},
+    {file = "mistune-3.1.2.tar.gz", hash = "sha256:733bf018ba007e8b5f2d3a9eb624034f6ee26c4ea769a98ec533ee111d504dff"},
 ]
 
 [package.dependencies]
@@ -2336,20 +2336,20 @@ files = [
 
 [[package]]
 name = "notebook"
-version = "7.3.2"
+version = "7.3.3"
 description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 markers = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\" or sys_platform != \"linux\" and sys_platform != \"win32\" and sys_platform != \"win_amd64\" and sys_platform != \"darwin\") and python_version <= \"3.11\""
 files = [
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+    {file = "notebook-7.3.3-py3-none-any.whl", hash = "sha256:b193df0878956562d5171c8e25c9252b8e86c9fcc16163b8ee3fe6c5e3f422f7"},
+    {file = "notebook-7.3.3.tar.gz", hash = "sha256:707a313fb882d35f921989eb3d204de942ed5132a44e4aa1fe0e8f24bb9dc25d"},
 ]
 
 [package.dependencies]
 jupyter-server = ">=2.4.0,<3"
-jupyterlab = ">=4.3.4,<4.4"
+jupyterlab = ">=4.3.6,<4.4"
 jupyterlab-server = ">=2.27.1,<3"
 notebook-shim = ">=0.2,<0.3"
 tornado = ">=6.2.0"
@@ -2573,6 +2573,20 @@ files = [
 [package.dependencies]
 nvidia-nvjitlink-cu12 = "*"
 
+[[package]]
+name = "nvidia-cusparselt-cu12"
+version = "0.6.2"
+description = "NVIDIA cuSPARSELt"
+optional = false
+python-versions = "*"
+groups = ["main"]
+markers = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\") and platform_system == \"Linux\" and platform_machine == \"x86_64\" and python_version <= \"3.11\""
+files = [
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+    {file = "nvidia_cusparselt_cu12-0.6.2-py3-none-manylinux2014_x86_64.whl", hash = "sha256:df2c24502fd76ebafe7457dbc4716b2fec071aabaed4fb7691a201cde03704d9"},
+    {file = "nvidia_cusparselt_cu12-0.6.2-py3-none-win_amd64.whl", hash = "sha256:0057c91d230703924c0422feabe4ce768841f9b4b44d28586b6f6d2eb86fbe70"},
+]
+
 [[package]]
 name = "nvidia-nccl-cu12"
 version = "2.21.5"
@@ -2991,56 +3005,47 @@ wcwidth = "*"
 
 [[package]]
 name = "protobuf"
-version = "5.29.3"
+version = "6.30.1"
 description = ""
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\" or sys_platform != \"linux\" and sys_platform != \"win32\" and sys_platform != \"win_amd64\" and sys_platform != \"darwin\") and python_version <= \"3.11\""
 files = [
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 ]
 
 [[package]]
 name = "psutil"
-version = "6.1.1"
-description = "Cross-platform lib for process and system monitoring in Python."
+version = "7.0.0"
+description = "Cross-platform lib for process and system monitoring in Python.  NOTE: the syntax of this script MUST be kept compatible with Python 2.7."
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+python-versions = ">=3.6"
 groups = ["dev"]
 markers = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\" or sys_platform != \"linux\" and sys_platform != \"win32\" and sys_platform != \"win_amd64\" and sys_platform != \"darwin\") and python_version <= \"3.11\""
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+    {file = "psutil-7.0.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4b1388a4f6875d7e2aff5c4ca1cc16c545ed41dd8bb596cefea80111db353a34"},
+    {file = "psutil-7.0.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a5f098451abc2828f7dc6b58d44b532b22f2088f4999a937557b603ce72b1993"},
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+    {file = "psutil-7.0.0-cp36-cp36m-win_amd64.whl", hash = "sha256:1e744154a6580bc968a0195fd25e80432d3afec619daf145b9e5ba16cc1d688e"},
+    {file = "psutil-7.0.0-cp37-abi3-win32.whl", hash = "sha256:ba3fcef7523064a6c9da440fc4d6bd07da93ac726b5733c29027d7dc95b39d99"},
+    {file = "psutil-7.0.0-cp37-abi3-win_amd64.whl", hash = "sha256:4cf3d4eb1aa9b348dec30105c55cd9b7d4629285735a102beb4441e38db90553"},
+    {file = "psutil-7.0.0.tar.gz", hash = "sha256:7be9c3eba38beccb6495ea33afd982a44074b78f28c434a1f51cc07fd315c456"},
 ]
 
 [package.extras]
-dev = ["abi3audit", "black", "check-manifest", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pytest-cov", "requests", "rstcheck", "ruff", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "virtualenv", "vulture", "wheel"]
+dev = ["abi3audit", "black (==24.10.0)", "check-manifest", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pytest", "pytest-cov", "pytest-xdist", "requests", "rstcheck", "ruff", "setuptools", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "virtualenv", "vulture", "wheel"]
 test = ["pytest", "pytest-xdist", "setuptools"]
 
 [[package]]
@@ -3132,15 +3137,15 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
-version = "8.3.4"
+version = "8.3.5"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 markers = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\" or sys_platform != \"linux\" and sys_platform != \"win32\" and sys_platform != \"win_amd64\" and sys_platform != \"darwin\") and python_version <= \"3.11\""
 files = [
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+    {file = "pytest-8.3.5-py3-none-any.whl", hash = "sha256:c69214aa47deac29fad6c2a4f590b9c4a9fdb16a403176fe154b79c0b4d4d820"},
+    {file = "pytest-8.3.5.tar.gz", hash = "sha256:f4efe70cc14e511565ac476b57c279e12a855b11f48f212af1080ef2263d3845"},
 ]
 
 [package.dependencies]
@@ -3172,22 +3177,22 @@ six = ">=1.5"
 
 [[package]]
 name = "python-json-logger"
-version = "3.2.1"
+version = "3.3.0"
 description = "JSON Log Formatter for the Python Logging Package"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 markers = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\" or sys_platform != \"linux\" and sys_platform != \"win32\" and sys_platform != \"win_amd64\" and sys_platform != \"darwin\") and python_version <= \"3.11\""
 files = [
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+    {file = "python_json_logger-3.3.0-py3-none-any.whl", hash = "sha256:dd980fae8cffb24c13caf6e158d3d61c0d6d22342f932cb6e9deedab3d35eec7"},
+    {file = "python_json_logger-3.3.0.tar.gz", hash = "sha256:12b7e74b17775e7d565129296105bbe3910842d9d0eb083fc83a6a617aa8df84"},
 ]
 
 [package.dependencies]
 typing_extensions = {version = "*", markers = "python_version < \"3.10\""}
 
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 [package.dependencies]
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 [[package]]
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 [package.extras]
@@ -3998,15 +3985,15 @@ typing = ["mypy (>=1.6,<2.0)", "traitlets (>=5.11.1)"]
 
 [[package]]
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 ]
 
 [[package]]
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 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
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+    {file = "torch-2.6.0-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:265f70de5fd45b864d924b64be1797f86e76c8e48a02c2a3a6fc7ec247d2226c"},
 ]
 
 [package.dependencies]
@@ -4138,35 +4128,38 @@ nvidia-cufft-cu12 = {version = "11.2.1.3", markers = "platform_system == \"Linux
 nvidia-curand-cu12 = {version = "10.3.5.147", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-cusolver-cu12 = {version = "11.6.1.9", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-cusparse-cu12 = {version = "12.3.1.170", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cusparselt-cu12 = {version = "0.6.2", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-nccl-cu12 = {version = "2.21.5", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-nvjitlink-cu12 = {version = "12.4.127", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-nvtx-cu12 = {version = "12.4.127", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 sympy = {version = "1.13.1", markers = "python_version >= \"3.9\""}
-triton = {version = "3.1.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and python_version < \"3.13\""}
-typing-extensions = ">=4.8.0"
+triton = {version = "3.2.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+typing-extensions = ">=4.10.0"
 
 [package.extras]
 opt-einsum = ["opt-einsum (>=3.3)"]
-optree = ["optree (>=0.12.0)"]
+optree = ["optree (>=0.13.0)"]
 
 [[package]]
 name = "torch"
-version = "2.5.1+cu124"
+version = "2.6.0+cu124"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.9.0"
 groups = ["main"]
 markers = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\") and python_version <= \"3.11\""
 files = [
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+    {file = "torch-2.6.0+cu124-cp310-cp310-linux_x86_64.whl", hash = "sha256:7f2ba7f7c0459320a521696f6b5bccc187f59890b23c9dfb6c49b0b87c6bfc97"},
+    {file = "torch-2.6.0+cu124-cp310-cp310-win_amd64.whl", hash = "sha256:7cc45c5b39d74875cfafe908b7f55c544147cc16b01e795feb2fe766583efe78"},
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+    {file = "torch-2.6.0+cu124-cp313-cp313-linux_x86_64.whl", hash = "sha256:0f3bc53c988ce9568cd876a2a5316761e84a8704135ec8068f5f81b4417979cb"},
+    {file = "torch-2.6.0+cu124-cp313-cp313-win_amd64.whl", hash = "sha256:519330eef09534acad8110b6f423d2fe58c1d8e9ada999ed077a637a0021f908"},
+    {file = "torch-2.6.0+cu124-cp313-cp313t-linux_x86_64.whl", hash = "sha256:35cba404c0d742406cdcba1609085874bc60facdfbc50e910c47a92405fef44c"},
+    {file = "torch-2.6.0+cu124-cp39-cp39-linux_x86_64.whl", hash = "sha256:e661267cd0242462ab100bdd67f651988aa9f67eb31609d6909afcac891df612"},
+    {file = "torch-2.6.0+cu124-cp39-cp39-win_amd64.whl", hash = "sha256:c2eb62b99161d87be486c88fd82441274cc892bce8c48dbc28c055cb147732ce"},
 ]
 
 [package.dependencies]
@@ -4183,16 +4176,17 @@ nvidia-cufft-cu12 = {version = "11.2.1.3", markers = "platform_system == \"Linux
 nvidia-curand-cu12 = {version = "10.3.5.147", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-cusolver-cu12 = {version = "11.6.1.9", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-cusparse-cu12 = {version = "12.3.1.170", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+nvidia-cusparselt-cu12 = {version = "0.6.2", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-nccl-cu12 = {version = "2.21.5", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-nvjitlink-cu12 = {version = "12.4.127", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-nvtx-cu12 = {version = "12.4.127", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 sympy = {version = "1.13.1", markers = "python_version >= \"3.9\""}
-triton = {version = "3.1.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and python_version < \"3.13\""}
-typing-extensions = ">=4.8.0"
+triton = {version = "3.2.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
+typing-extensions = ">=4.10.0"
 
 [package.extras]
 opt-einsum = ["opt-einsum (>=3.3)"]
-optree = ["optree (>=0.12.0)"]
+optree = ["optree (>=0.13.0)"]
 
 [package.source]
 type = "legacy"
@@ -4201,55 +4195,61 @@ reference = "torch+cu124"
 
 [[package]]
 name = "torchaudio"
-version = "2.5.1"
+version = "2.6.0"
 description = "An audio package for PyTorch"
 optional = false
 python-versions = "*"
 groups = ["main"]
 markers = "sys_platform == \"darwin\" and python_version <= \"3.11\""
 files = [
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 ]
 
 [package.dependencies]
-torch = "2.5.1"
+torch = "2.6.0"
 
 [[package]]
 name = "torchaudio"
-version = "2.5.1+cu124"
+version = "2.6.0+cu124"
 description = "An audio package for PyTorch"
 optional = false
 python-versions = "*"
 groups = ["main"]
 markers = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\") and python_version <= \"3.11\""
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 ]
 
 [package.dependencies]
-torch = "2.5.1"
+torch = "2.6.0"
 
 [package.source]
 type = "legacy"
@@ -4258,35 +4258,39 @@ reference = "torch+cu124"
 
 [[package]]
 name = "torchvision"
-version = "0.20.1"
+version = "0.21.0"
 description = "image and video datasets and models for torch deep learning"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "sys_platform == \"darwin\" and python_version <= \"3.11\""
 files = [
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+    {file = "torchvision-0.21.0-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:6bdce3890fa949219de129e85e4f6d544598af3c073afe5c44e14aed15bdcbb2"},
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 ]
 
 [package.dependencies]
 numpy = "*"
 pillow = ">=5.3.0,<8.3.dev0 || >=8.4.dev0"
-torch = "2.5.1"
+torch = "2.6.0"
 
 [package.extras]
 gdown = ["gdown (>=4.7.3)"]
@@ -4294,27 +4298,29 @@ scipy = ["scipy"]
 
 [[package]]
 name = "torchvision"
-version = "0.20.1+cu124"
+version = "0.21.0+cu124"
 description = "image and video datasets and models for torch deep learning"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\") and python_version <= \"3.11\""
 files = [
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+    {file = "torchvision-0.21.0+cu124-cp310-cp310-linux_x86_64.whl", hash = "sha256:3d3e74018eaa7837c73e3764dad3b7792b7544401c25a42977e9744303731bd3"},
+    {file = "torchvision-0.21.0+cu124-cp310-cp310-win_amd64.whl", hash = "sha256:0c6aefb70ab2b312065240c804e459ac7b0e449867afd469b38d2fd47f9391a7"},
+    {file = "torchvision-0.21.0+cu124-cp311-cp311-linux_x86_64.whl", hash = "sha256:137376805aca5ba57bd2c7a3ecb8569df961dbe82b128aac9b3b0a7125ef9385"},
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+    {file = "torchvision-0.21.0+cu124-cp312-cp312-linux_x86_64.whl", hash = "sha256:efb53ea0af7bf09b7b53e2a18b9be6d245f7d46a90b51d5cf97f37e9b929a991"},
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+    {file = "torchvision-0.21.0+cu124-cp313-cp313-linux_x86_64.whl", hash = "sha256:4b70acf3b4b96a0ceb1374116626c9bef9e8be016b57b1284e482260ca1896d6"},
+    {file = "torchvision-0.21.0+cu124-cp313-cp313-win_amd64.whl", hash = "sha256:8fcf55321b206de70ff8e01c884fa42e57a60b1cb749341b96e0f22c8a7c9ec7"},
+    {file = "torchvision-0.21.0+cu124-cp39-cp39-linux_x86_64.whl", hash = "sha256:6afb21a22f5497e08ea4dbd4544472330d8249bf09dafd239302552cad6906b2"},
+    {file = "torchvision-0.21.0+cu124-cp39-cp39-win_amd64.whl", hash = "sha256:579b6a7fffc34a860c57a7131221ef125831f5961431f8da15760ab1ef752d44"},
 ]
 
 [package.dependencies]
 numpy = "*"
 pillow = ">=5.3.0,<8.3.dev0 || >=8.4.dev0"
-torch = "2.5.1"
+torch = "2.6.0"
 
 [package.extras]
 gdown = ["gdown (>=4.7.3)"]
@@ -4389,23 +4395,20 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,
 
 [[package]]
 name = "triton"
-version = "3.1.0"
+version = "3.2.0"
 description = "A language and compiler for custom Deep Learning operations"
 optional = false
 python-versions = "*"
 groups = ["main"]
 markers = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\") and platform_system == \"Linux\" and platform_machine == \"x86_64\" and python_version <= \"3.11\""
 files = [
-    {file = "triton-3.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b0dd10a925263abbe9fa37dcde67a5e9b2383fc269fdf59f5657cac38c5d1d8"},
-    {file = "triton-3.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0f34f6e7885d1bf0eaaf7ba875a5f0ce6f3c13ba98f9503651c1e6dc6757ed5c"},
-    {file = "triton-3.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c8182f42fd8080a7d39d666814fa36c5e30cc00ea7eeeb1a2983dbb4c99a0fdc"},
-    {file = "triton-3.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6dadaca7fc24de34e180271b5cf864c16755702e9f63a16f62df714a8099126a"},
-    {file = "triton-3.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aafa9a20cd0d9fee523cd4504aa7131807a864cd77dcf6efe7e981f18b8c6c11"},
+    {file = "triton-3.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b3e54983cd51875855da7c68ec05c05cf8bb08df361b1d5b69e05e40b0c9bd62"},
+    {file = "triton-3.2.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8009a1fb093ee8546495e96731336a33fb8856a38e45bb4ab6affd6dbc3ba220"},
+    {file = "triton-3.2.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8d9b215efc1c26fa7eefb9a157915c92d52e000d2bf83e5f69704047e63f125c"},
+    {file = "triton-3.2.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e5dfa23ba84541d7c0a531dfce76d8bcd19159d50a4a8b14ad01e91734a5c1b0"},
+    {file = "triton-3.2.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:30ceed0eff2c4a73b14eb63e052992f44bbdf175f3fad21e1ac8097a772de7ee"},
 ]
 
-[package.dependencies]
-filelock = "*"
-
 [package.extras]
 build = ["cmake (>=3.20)", "lit"]
 tests = ["autopep8", "flake8", "isort", "llnl-hatchet", "numpy", "pytest", "scipy (>=1.7.1)"]
@@ -4487,15 +4490,15 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.29.2"
+version = "20.29.3"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 markers = "(sys_platform == \"linux\" or sys_platform == \"win32\" or sys_platform == \"win_amd64\" or sys_platform == \"darwin\" or sys_platform != \"linux\" and sys_platform != \"win32\" and sys_platform != \"win_amd64\" and sys_platform != \"darwin\") and python_version <= \"3.11\""
 files = [
-    {file = "virtualenv-20.29.2-py3-none-any.whl", hash = "sha256:febddfc3d1ea571bdb1dc0f98d7b45d24def7428214d4fb73cc486c9568cce6a"},
-    {file = "virtualenv-20.29.2.tar.gz", hash = "sha256:fdaabebf6d03b5ba83ae0a02cfe96f48a716f4fae556461d180825866f75b728"},
+    {file = "virtualenv-20.29.3-py3-none-any.whl", hash = "sha256:3e3d00f5807e83b234dfb6122bf37cfadf4be216c53a49ac059d02414f819170"},
+    {file = "virtualenv-20.29.3.tar.gz", hash = "sha256:95e39403fcf3940ac45bc717597dba16110b74506131845d9b687d5e73d947ac"},
 ]
 
 [package.dependencies]
@@ -4604,4 +4607,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.9,<3.12"
-content-hash = "36612d693f123aece8cdb3508f340919086a6c4e92e4c944c529e2bb099bb5dc"
+content-hash = "a23bc4c7c48e72aa7a6f74998830f73a0c77b5a0913b8355dfb8657cda690471"
diff --git a/pyproject.toml b/pyproject.toml
index 409148a2..f6611445 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -15,22 +15,22 @@ numpy = "^2"
 scipy = "^1"
 Cython = "^3"
 torch = [
-     {version = "2.5.1", platform = "linux", source = "torch+cu124"},
-     {version = "2.5.1", platform = "darwin"},
-     {version = "2.5.1", platform = "win32", source = "torch+cu124"},
-     {version = "2.5.1", platform = "win_amd64", source = "torch+cu124"},
+     {version = "2.6.0", platform = "linux", source = "torch+cu124"},
+     {version = "2.6.0", platform = "darwin"},
+     {version = "2.6.0", platform = "win32", source = "torch+cu124"},
+     {version = "2.6.0", platform = "win_amd64", source = "torch+cu124"},
  ]
 torchvision = [
-     {version = "0.20.1", platform = "darwin"},
-     {version = "0.20.1", platform = "linux", source = "torch+cu124"},
-     {version = "0.20.1", platform = "win32", source = "torch+cu124"},
-     {version = "0.20.1", platform = "win_amd64", source = "torch+cu124"},
+     {version = "0.21.0", platform = "darwin"},
+     {version = "0.21.0", platform = "linux", source = "torch+cu124"},
+     {version = "0.21.0", platform = "win32", source = "torch+cu124"},
+     {version = "0.21.0", platform = "win_amd64", source = "torch+cu124"},
  ]
 torchaudio = [
-     {version = "2.5.1", platform = "darwin"},
-     {version = "2.5.1", platform = "linux", source = "torch+cu124"},
-     {version = "2.5.1", platform = "win32", source = "torch+cu124"},
-     {version = "2.5.1", platform = "win_amd64", source = "torch+cu124"},
+     {version = "2.6.0", platform = "darwin"},
+     {version = "2.6.0", platform = "linux", source = "torch+cu124"},
+     {version = "2.6.0", platform = "win32", source = "torch+cu124"},
+     {version = "2.6.0", platform = "win_amd64", source = "torch+cu124"},
  ]
 tensorboardX = "^2.6.2"
 tqdm = "^4"
@@ -59,6 +59,11 @@ foolbox = "^3"
  url = "https://download.pytorch.org/whl/cu124"
  priority = "explicit"
 
+ [[tool.poetry.source]]
+ name = "torch+cu126"
+ url = "https://download.pytorch.org/whl/cu126"
+ priority = "explicit"
+
 [tool.poetry.dev-dependencies]
 pytest = "^8"
 pre-commit = "^3"