diff --git a/poetry.lock b/poetry.lock
index 1174579..ed1c34c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -35,13 +35,13 @@ files = [
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.1"
+version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "exceptiongroup-1.2.1-py3-none-any.whl", hash = "sha256:5258b9ed329c5bbdd31a309f53cbfb0b155341807f6ff7606a1e801a891b29ad"},
-    {file = "exceptiongroup-1.2.1.tar.gz", hash = "sha256:a4785e48b045528f5bfe627b6ad554ff32def154f42372786903b7abcfe1aa16"},
+    {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
+    {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
 ]
 
 [package.extras]
@@ -49,29 +49,29 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "filelock"
-version = "3.13.4"
+version = "3.15.4"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "filelock-3.13.4-py3-none-any.whl", hash = "sha256:404e5e9253aa60ad457cae1be07c0f0ca90a63931200a47d9b6a6af84fd7b45f"},
-    {file = "filelock-3.13.4.tar.gz", hash = "sha256:d13f466618bfde72bd2c18255e269f72542c6e70e7bac83a0232d6b1cc5c8cf4"},
+    {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-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
+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]]
 name = "identify"
-version = "2.5.36"
+version = "2.6.0"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "identify-2.5.36-py2.py3-none-any.whl", hash = "sha256:37d93f380f4de590500d9dba7db359d0d3da95ffe7f9de1753faa159e71e7dfa"},
-    {file = "identify-2.5.36.tar.gz", hash = "sha256:e5e00f54165f9047fbebeb4a560f9acfb8af4c88232be60a488e9b68d122745d"},
+    {file = "identify-2.6.0-py2.py3-none-any.whl", hash = "sha256:e79ae4406387a9d300332b5fd366d8994f1525e8414984e1a59e058b2eda2dd0"},
+    {file = "identify-2.6.0.tar.gz", hash = "sha256:cb171c685bdc31bcc4c1734698736a7d5b6c8bf2e0c15117f4d469c8640ae5cf"},
 ]
 
 [package.extras]
@@ -79,22 +79,22 @@ license = ["ukkonen"]
 
 [[package]]
 name = "importlib-metadata"
-version = "7.1.0"
+version = "8.0.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-7.1.0-py3-none-any.whl", hash = "sha256:30962b96c0c223483ed6cc7280e7f0199feb01a0e40cfae4d4450fc6fab1f570"},
-    {file = "importlib_metadata-7.1.0.tar.gz", hash = "sha256:b78938b926ee8d5f020fc4772d487045805a55ddbad2ecf21c6d60938dc7fcd2"},
+    {file = "importlib_metadata-8.0.0-py3-none-any.whl", hash = "sha256:15584cf2b1bf449d98ff8a6ff1abef57bf20f3ac6454f431736cd3e660921b2f"},
+    {file = "importlib_metadata-8.0.0.tar.gz", hash = "sha256:188bd24e4c346d3f0a933f275c2fec67050326a856b9a359881d7c2a697e8812"},
 ]
 
 [package.dependencies]
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
+test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "iniconfig"
@@ -109,17 +109,18 @@ files = [
 
 [[package]]
 name = "jax"
-version = "0.4.26"
+version = "0.4.30"
 description = "Differentiate, compile, and transform Numpy code."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "jax-0.4.26-py3-none-any.whl", hash = "sha256:50dc795148ee6b0735b48b477e5abc556aa3a4c7af5d6940dad08024a908b02f"},
-    {file = "jax-0.4.26.tar.gz", hash = "sha256:2cce025d0a279ec630d550524749bc8efe25d2ff47240d2a7d4cfbc5090c5383"},
+    {file = "jax-0.4.30-py3-none-any.whl", hash = "sha256:289b30ae03b52f7f4baf6ef082a9f4e3e29c1080e22d13512c5ecf02d5f1a55b"},
+    {file = "jax-0.4.30.tar.gz", hash = "sha256:94d74b5b2db0d80672b61d83f1f63ebf99d2ab7398ec12b2ca0c9d1e97afe577"},
 ]
 
 [package.dependencies]
 importlib-metadata = {version = ">=4.6", markers = "python_version < \"3.10\""}
+jaxlib = ">=0.4.27,<=0.4.30"
 ml-dtypes = ">=0.2.0"
 numpy = [
     {version = ">=1.22", markers = "python_version < \"3.11\""},
@@ -133,16 +134,50 @@ scipy = [
 ]
 
 [package.extras]
-australis = ["protobuf (>=3.13,<4)"]
-ci = ["jaxlib (==0.4.25)"]
-cpu = ["jaxlib (==0.4.26)"]
-cuda = ["jaxlib (==0.4.26+cuda12.cudnn89)"]
-cuda12 = ["jax-cuda12-plugin (==0.4.26)", "jaxlib (==0.4.26)", "nvidia-cublas-cu12 (>=12.1.3.1)", "nvidia-cuda-cupti-cu12 (>=12.1.105)", "nvidia-cuda-nvcc-cu12 (>=12.1.105)", "nvidia-cuda-runtime-cu12 (>=12.1.105)", "nvidia-cudnn-cu12 (>=8.9.2.26,<9.0)", "nvidia-cufft-cu12 (>=11.0.2.54)", "nvidia-cusolver-cu12 (>=11.4.5.107)", "nvidia-cusparse-cu12 (>=12.1.0.106)", "nvidia-nccl-cu12 (>=2.18.1)", "nvidia-nvjitlink-cu12 (>=12.1.105)"]
-cuda12-cudnn89 = ["jaxlib (==0.4.26+cuda12.cudnn89)"]
-cuda12-local = ["jaxlib (==0.4.26+cuda12.cudnn89)"]
-cuda12-pip = ["jaxlib (==0.4.26+cuda12.cudnn89)", "nvidia-cublas-cu12 (>=12.1.3.1)", "nvidia-cuda-cupti-cu12 (>=12.1.105)", "nvidia-cuda-nvcc-cu12 (>=12.1.105)", "nvidia-cuda-runtime-cu12 (>=12.1.105)", "nvidia-cudnn-cu12 (>=8.9.2.26,<9.0)", "nvidia-cufft-cu12 (>=11.0.2.54)", "nvidia-cusolver-cu12 (>=11.4.5.107)", "nvidia-cusparse-cu12 (>=12.1.0.106)", "nvidia-nccl-cu12 (>=2.18.1)", "nvidia-nvjitlink-cu12 (>=12.1.105)"]
-minimum-jaxlib = ["jaxlib (==0.4.20)"]
-tpu = ["jaxlib (==0.4.26)", "libtpu-nightly (==0.1.dev20240403)", "requests"]
+ci = ["jaxlib (==0.4.29)"]
+cuda = ["jax-cuda12-plugin[with-cuda] (==0.4.30)", "jaxlib (==0.4.30)"]
+cuda12 = ["jax-cuda12-plugin[with-cuda] (==0.4.30)", "jaxlib (==0.4.30)"]
+cuda12-local = ["jax-cuda12-plugin (==0.4.30)", "jaxlib (==0.4.30)"]
+cuda12-pip = ["jax-cuda12-plugin[with-cuda] (==0.4.30)", "jaxlib (==0.4.30)"]
+minimum-jaxlib = ["jaxlib (==0.4.27)"]
+tpu = ["jaxlib (==0.4.30)", "libtpu-nightly (==0.1.dev20240617)", "requests"]
+
+[[package]]
+name = "jaxlib"
+version = "0.4.30"
+description = "XLA library for JAX"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "jaxlib-0.4.30-cp310-cp310-macosx_10_14_x86_64.whl", hash = "sha256:c40856e28f300938c6824ab1a615166193d6997dec946578823f6d402ad454e5"},
+    {file = "jaxlib-0.4.30-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4bdfda6a3c7a2b0cc0a7131009eb279e98ca4a6f25679fabb5302dd135a5e349"},
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+    {file = "jaxlib-0.4.30-cp310-cp310-win_amd64.whl", hash = "sha256:a56678b28f96b524ded6da8ef4b38e72a532356d139cfd434da804abf4234e14"},
+    {file = "jaxlib-0.4.30-cp311-cp311-macosx_10_14_x86_64.whl", hash = "sha256:bfb5d85b69c29c3c6e8051a0ea715ac1e532d6e54494c8d9c3813dcc00deac30"},
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+    {file = "jaxlib-0.4.30-cp312-cp312-win_amd64.whl", hash = "sha256:b7079a5b1ab6864a7d4f2afaa963841451186d22c90f39719a3ff85735ce3915"},
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+    {file = "jaxlib-0.4.30-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:11602d5556e8baa2f16314c36518e9be4dfae0c2c256a361403fb29dc9dc79a4"},
+    {file = "jaxlib-0.4.30-cp39-cp39-manylinux2014_x86_64.whl", hash = "sha256:f74a6b0e09df4b5e2ee399ebb9f0e01190e26e84ccb0a758fadb516415c07f18"},
+    {file = "jaxlib-0.4.30-cp39-cp39-win_amd64.whl", hash = "sha256:54987e97a22db70f3829b437b9329e4799d653634bacc8b398554d3b90c76b2a"},
+]
+
+[package.dependencies]
+ml-dtypes = ">=0.2.0"
+numpy = ">=1.22"
+scipy = [
+    {version = ">=1.9", markers = "python_version < \"3.12\""},
+    {version = ">=1.11.1", markers = "python_version >= \"3.12\""},
+]
 
 [[package]]
 name = "ml-dtypes"
@@ -194,61 +229,67 @@ files = [
 
 [[package]]
 name = "nodeenv"
-version = "1.8.0"
+version = "1.9.1"
 description = "Node.js virtual environment builder"
 optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
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+    {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"},
 ]
 
-[package.dependencies]
-setuptools = "*"
-
 [[package]]
 name = "numpy"
-version = "1.26.4"
+version = "2.0.0"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -482,30 +523,56 @@ doc = ["jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.12.0)", "jupytext"
 test = ["array-api-strict", "asv", "gmpy2", "hypothesis (>=6.30)", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
-name = "setuptools"
-version = "69.5.1"
-description = "Easily download, build, install, upgrade, and uninstall Python packages"
+name = "scipy"
+version = "1.14.0"
+description = "Fundamental algorithms for scientific computing in Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 files = [
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+    {file = "scipy-1.14.0.tar.gz", hash = "sha256:b5923f48cb840380f9854339176ef21763118a7300a88203ccd0bdd26e58527b"},
 ]
 
+[package.dependencies]
+numpy = ">=1.23.5,<2.3"
+
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mypy (==1.9)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6,!=8.1.1)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
-testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy (==1.10.0)", "pycodestyle", "pydevtool", "rich-click", "ruff (>=0.0.292)", "types-psutil", "typing_extensions"]
+doc = ["jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.13.1)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0)", "sphinx-design (>=0.4.0)"]
+test = ["Cython", "array-api-strict", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
 name = "taskipy"
-version = "1.12.2"
+version = "1.13.0"
 description = "tasks runner for python projects"
 optional = false
-python-versions = ">=3.6,<4.0"
+python-versions = "<4.0,>=3.6"
 files = [
-    {file = "taskipy-1.12.2-py3-none-any.whl", hash = "sha256:ffdbb0bb0db54c0ec5c424610a3a087eea22706d4d1f6e3e8b4f12ebba05f98f"},
-    {file = "taskipy-1.12.2.tar.gz", hash = "sha256:eadfdc20d6bb94d8018eda32f1dbf584cf4aa6cffb71ba5cc2de20d344f8c4fb"},
+    {file = "taskipy-1.13.0-py3-none-any.whl", hash = "sha256:56f42b7e508d9aed2c7b6365f8d3dab62dbd0c768c1ab606c819da4fc38421f7"},
+    {file = "taskipy-1.13.0.tar.gz", hash = "sha256:2b52f0257958fed151f1340f7de93fcf0848f7a358ad62ba05c31c2ca04f89fe"},
 ]
 
 [package.dependencies]
@@ -527,13 +594,13 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.66.2"
+version = "4.66.4"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.66.2-py3-none-any.whl", hash = "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9"},
-    {file = "tqdm-4.66.2.tar.gz", hash = "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"},
+    {file = "tqdm-4.66.4-py3-none-any.whl", hash = "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644"},
+    {file = "tqdm-4.66.4.tar.gz", hash = "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"},
 ]
 
 [package.dependencies]
@@ -547,13 +614,13 @@ telegram = ["requests"]
 
 [[package]]
 name = "virtualenv"
-version = "20.26.0"
+version = "20.26.3"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.26.0-py3-none-any.whl", hash = "sha256:0846377ea76e818daaa3e00a4365c018bc3ac9760cbb3544de542885aad61fb3"},
-    {file = "virtualenv-20.26.0.tar.gz", hash = "sha256:ec25a9671a5102c8d2657f62792a27b48f016664c6873f6beed3800008577210"},
+    {file = "virtualenv-20.26.3-py3-none-any.whl", hash = "sha256:8cc4a31139e796e9a7de2cd5cf2489de1217193116a8fd42328f1bd65f434589"},
+    {file = "virtualenv-20.26.3.tar.gz", hash = "sha256:4c43a2a236279d9ea36a0d76f98d84bd6ca94ac4e0f4a3b9d46d05e10fea542a"},
 ]
 
 [package.dependencies]
@@ -567,18 +634,18 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess
 
 [[package]]
 name = "zipp"
-version = "3.18.1"
+version = "3.19.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
-    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
+    {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
+    {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [metadata]
 lock-version = "2.0"
diff --git a/pyproject.toml b/pyproject.toml
index b45ce15..4749395 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "jax-tqdm"
-version = "0.2.1"
+version = "0.2.2"
 description = "Tqdm progress bar for JAX scans and loops"
 authors = [
     "Jeremie Coullon <jeremie.coullon@gmail.com>",