diff --git a/.github/workflows/buildcupy.yaml b/.github/workflows/buildcupy.yaml
index 5574b0f2..58b50f1b 100644
--- a/.github/workflows/buildcupy.yaml
+++ b/.github/workflows/buildcupy.yaml
@@ -26,11 +26,18 @@ jobs:
             uv sync --locked  --extra advanced \
               --extra stat --extra gpu-cu12 \
               --extra deep-cu128 --all-groups
+            # numba resolves libNVVM via CUDA_HOME and needs a versioned
+            # libnvvm.so.N (the pip wheel only ships a bare libnvvm.so), so
+            # add the symlink once here against the wheel-provided toolkit.
+            ln -sf libnvvm.so .venv/lib/python3.11/site-packages/nvidia/cuda_nvcc/nvvm/lib64/libnvvm.so.4
           '
           echo "done!"
       - name: Test with pytest
         run: |
           srun --account=yuxilab -n 1 -N 1 --gres=gpu:L40S:1 bash -c '
+            # Use the pip-installed CUDA 12.8 toolkit (matches the 12.8 driver),
+            # not any system CUDA on the runner, so numba emits PTX <= 8.7.
+            export CUDA_HOME="$PWD/.venv/lib/python3.11/site-packages/nvidia/cuda_nvcc"
             export CUPY_PYLOPS=1
             export TEST_CUPY_PYLOPS=1
             uv run pytest --color=yes pytests/
diff --git a/pyproject.toml b/pyproject.toml
index 26441ff7..8675d109 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,7 +47,7 @@ advanced = [
     "astra-toolbox; sys_platform == 'linux'",
     "devito"
 ]
-gpu-cu12 = ["cupy-cuda12x"]
+gpu-cu12 = ["cupy-cuda12x", "nvidia-cuda-nvcc-cu12<12.9"]
 gpu-cu13 = ["cupy-cuda13x"]
 stat = ["pytensor", "pymc"]
 deep = ["torch", "jax"]
diff --git a/uv.lock b/uv.lock
index ff6b9be9..0ea88bbe 100644
--- a/uv.lock
+++ b/uv.lock
@@ -326,16 +326,16 @@ name = "astra-toolbox"
 version = "2.4.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11' or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
-    { name = "numpy", version = "2.4.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11' or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
-    { name = "nvidia-cuda-runtime-cu12", version = "12.6.77", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'extra-6-pylops-deep-cu126' or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep' and extra != 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
-    { name = "nvidia-cuda-runtime-cu12", version = "12.8.90", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'extra-6-pylops-deep-cu128' or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep' and extra != 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep' and extra != 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
-    { name = "nvidia-cuda-runtime-cu12", version = "12.9.79", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'extra-6-pylops-deep' or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra != 'extra-6-pylops-deep-cu126' and extra != 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
-    { name = "nvidia-cufft-cu12", version = "11.3.0.4", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'extra-6-pylops-deep-cu126' or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep' and extra != 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
-    { name = "nvidia-cufft-cu12", version = "11.3.3.83", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'extra-6-pylops-deep-cu128' or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep' and extra != 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep' and extra != 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
-    { name = "nvidia-cufft-cu12", version = "11.4.1.4", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'extra-6-pylops-deep' or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra != 'extra-6-pylops-deep-cu126' and extra != 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
-    { name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11' or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
-    { name = "scipy", version = "1.17.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11' or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and sys_platform != 'darwin') or (python_full_version < '3.11' and extra != 'extra-6-pylops-deep') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "numpy", version = "2.4.3", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32') or (python_full_version >= '3.11' and sys_platform == 'darwin' and extra != 'extra-6-pylops-deep') or (python_full_version < '3.11' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (python_full_version < '3.11' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (python_full_version < '3.11' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (python_full_version < '3.11' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (python_full_version < '3.11' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (python_full_version < '3.11' and extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (python_full_version < '3.11' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'darwin' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (sys_platform == 'darwin' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform == 'darwin' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'darwin' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'emscripten' and extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'win32' and extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'emscripten' and extra != 'extra-6-pylops-deep' and extra != 'extra-6-pylops-deep-cu126' and extra != 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'win32' and extra != 'extra-6-pylops-deep' and extra != 'extra-6-pylops-deep-cu126' and extra != 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "nvidia-cuda-runtime-cu12", version = "12.6.77", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep-cu126') or (python_full_version < '3.11' and sys_platform == 'win32' and extra == 'extra-6-pylops-deep-cu126') or (sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-6-pylops-deep-cu126') or (sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-6-pylops-deep' and extra != 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'emscripten' and extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'emscripten' and extra != 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'win32' and extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'win32' and extra != 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
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@@ -1203,7 +1203,7 @@ resolution-markers = [
     "python_full_version < '3.11'",
 ]
 dependencies = [
-    { name = "cuda-pathfinder" },
+    { name = "cuda-pathfinder", marker = "(python_full_version < '3.11' and sys_platform == 'emscripten') or (python_full_version < '3.11' and sys_platform == 'win32') or (sys_platform != 'emscripten' and sys_platform != 'win32') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'win32' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
 ]
 wheels = [
     { url = "https://files.pythonhosted.org/packages/37/31/bfcc870f69c6a017c4ad5c42316207fc7551940db6f3639aa4466ec5faf3/cuda_bindings-12.9.4-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a022c96b8bd847e8dc0675523431149a4c3e872f440e3002213dbb9e08f0331a", size = 11800959, upload-time = "2025-10-21T14:51:26.458Z" },
@@ -1242,7 +1242,7 @@ resolution-markers = [
     "python_full_version < '3.11'",
 ]
 dependencies = [
-    { name = "cuda-pathfinder" },
+    { name = "cuda-pathfinder", marker = "(python_full_version < '3.11' and sys_platform == 'emscripten') or (python_full_version < '3.11' and sys_platform == 'win32') or (sys_platform != 'emscripten' and sys_platform != 'win32') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'win32' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
 ]
 wheels = [
     { url = "https://files.pythonhosted.org/packages/1a/fe/7351d7e586a8b4c9f89731bfe4cf0148223e8f9903ff09571f78b3fb0682/cuda_bindings-13.2.0-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:08b395f79cb89ce0cd8effff07c4a1e20101b873c256a1aeb286e8fd7bd0f556", size = 5744254, upload-time = "2026-03-11T00:12:29.798Z" },
@@ -1283,37 +1283,37 @@ wheels = [
 
 [package.optional-dependencies]
 cublas = [
-    { name = "nvidia-cublas", marker = "sys_platform == 'linux' or sys_platform == 'win32' or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "nvidia-cublas", marker = "(python_full_version < '3.11' and sys_platform == 'win32') or (python_full_version >= '3.11' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or sys_platform == 'linux' or (sys_platform != 'win32' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
 ]
 cudart = [
-    { name = "nvidia-cuda-runtime", marker = "sys_platform == 'linux' or sys_platform == 'win32' or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "nvidia-cuda-runtime", marker = "(python_full_version < '3.11' and sys_platform == 'win32') or (python_full_version >= '3.11' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or sys_platform == 'linux' or (sys_platform != 'win32' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
 ]
 cufft = [
-    { name = "nvidia-cufft", marker = "sys_platform == 'linux' or sys_platform == 'win32' or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "nvidia-cufft", marker = "(python_full_version < '3.11' and sys_platform == 'win32') or (python_full_version >= '3.11' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or sys_platform == 'linux' or (sys_platform != 'win32' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
 ]
 cufile = [
     { name = "nvidia-cufile", marker = "sys_platform == 'linux' or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
 ]
 cupti = [
-    { name = "nvidia-cuda-cupti", marker = "sys_platform == 'linux' or sys_platform == 'win32' or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "nvidia-cuda-cupti", marker = "(python_full_version < '3.11' and sys_platform == 'win32') or (python_full_version >= '3.11' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or sys_platform == 'linux' or (sys_platform != 'win32' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
 ]
 curand = [
-    { name = "nvidia-curand", marker = "sys_platform == 'linux' or sys_platform == 'win32' or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "nvidia-curand", marker = "(python_full_version < '3.11' and sys_platform == 'win32') or (python_full_version >= '3.11' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or sys_platform == 'linux' or (sys_platform != 'win32' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
 ]
 cusolver = [
-    { name = "nvidia-cusolver", marker = "sys_platform == 'linux' or sys_platform == 'win32' or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "nvidia-cusolver", marker = "(python_full_version < '3.11' and sys_platform == 'win32') or (python_full_version >= '3.11' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or sys_platform == 'linux' or (sys_platform != 'win32' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
 ]
 cusparse = [
-    { name = "nvidia-cusparse", marker = "sys_platform == 'linux' or sys_platform == 'win32' or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "nvidia-cusparse", marker = "(python_full_version < '3.11' and sys_platform == 'win32') or (python_full_version >= '3.11' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or sys_platform == 'linux' or (sys_platform != 'win32' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
 ]
 nvjitlink = [
-    { name = "nvidia-nvjitlink", marker = "sys_platform == 'linux' or sys_platform == 'win32' or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "nvidia-nvjitlink", marker = "(python_full_version < '3.11' and sys_platform == 'win32') or (python_full_version >= '3.11' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or sys_platform == 'linux' or (sys_platform != 'win32' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
 ]
 nvrtc = [
-    { name = "nvidia-cuda-nvrtc", marker = "sys_platform == 'linux' or sys_platform == 'win32' or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "nvidia-cuda-nvrtc", marker = "(python_full_version < '3.11' and sys_platform == 'win32') or (python_full_version >= '3.11' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or sys_platform == 'linux' or (sys_platform != 'win32' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
 ]
 nvtx = [
-    { name = "nvidia-nvtx", marker = "sys_platform == 'linux' or sys_platform == 'win32' or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "nvidia-nvtx", marker = "(python_full_version < '3.11' and sys_platform == 'win32') or (python_full_version >= '3.11' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or sys_platform == 'linux' or (sys_platform != 'win32' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
 ]
 
 [[package]]
@@ -2541,7 +2541,8 @@ with-cuda = [
     { name = "nvidia-cublas-cu12", version = "12.8.4.1", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
     { name = "nvidia-cuda-cupti-cu12", version = "12.6.80", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
     { name = "nvidia-cuda-cupti-cu12", version = "12.8.90", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
-    { name = "nvidia-cuda-nvcc-cu12", marker = "python_full_version < '3.11' or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "nvidia-cuda-nvcc-cu12", version = "12.8.93", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-gpu-cu12') or (python_full_version < '3.11' and extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-gpu-cu12') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep-cu126' and extra != 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "nvidia-cuda-nvcc-cu12", version = "12.9.86", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and extra == 'extra-6-pylops-deep-cu126' and extra != 'extra-6-pylops-gpu-cu12') or (python_full_version < '3.11' and extra == 'extra-6-pylops-deep-cu128' and extra != 'extra-6-pylops-gpu-cu12') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
     { name = "nvidia-cuda-nvrtc-cu12", version = "12.6.77", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
     { name = "nvidia-cuda-nvrtc-cu12", version = "12.8.93", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
     { name = "nvidia-cuda-runtime-cu12", version = "12.6.77", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
@@ -2604,7 +2605,8 @@ with-cuda = [
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@@ -4578,9 +4580,9 @@ name = "nvidia-cuda-nvcc"
 version = "13.2.78"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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+    { name = "nvidia-cuda-crt", marker = "(python_full_version >= '3.11' and sys_platform != 'emscripten' and sys_platform != 'win32') or (python_full_version < '3.11' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'win32' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "nvidia-cuda-runtime", marker = "(python_full_version >= '3.11' and sys_platform != 'emscripten' and sys_platform != 'win32') or (python_full_version < '3.11' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'win32' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "nvidia-nvvm", marker = "(python_full_version >= '3.11' and sys_platform != 'emscripten' and sys_platform != 'win32') or (python_full_version < '3.11' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'win32' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
 ]
 wheels = [
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@@ -4588,10 +4590,113 @@ wheels = [
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+[[package]]
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@@ -5049,9 +5154,9 @@ resolution-markers = [
     "python_full_version < '3.11'",
 ]
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+    { name = "nvidia-nvjitlink-cu12", version = "12.8.93", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep-cu128') or (python_full_version < '3.11' and sys_platform == 'win32' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform != 'emscripten' and sys_platform != 'win32' and extra == 'extra-6-pylops-deep' and extra != 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform != 'emscripten' and sys_platform != 'win32' and extra != 'extra-6-pylops-deep' and extra != 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'emscripten' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'emscripten' and extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'emscripten' and extra != 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'win32' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'win32' and extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform == 'win32' and extra != 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
 ]
 wheels = [
     { url = "https://files.pythonhosted.org/packages/bc/f7/cd777c4109681367721b00a106f491e0d0d15cfa1fd59672ce580ce42a97/nvidia_cusparse_cu12-12.5.8.93-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:9b6c161cb130be1a07a27ea6923df8141f3c295852f4b260c65f18f3e0a091dc", size = 288117129, upload-time = "2025-03-07T01:47:40.407Z" },
@@ -6337,8 +6442,8 @@ advanced = [
 deep = [
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     { name = "jax", version = "0.10.0", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and extra == 'extra-6-pylops-deep') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
-    { name = "torch", version = "2.11.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(sys_platform == 'darwin' and extra == 'extra-6-pylops-deep') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
-    { name = "torch", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(sys_platform != 'darwin' and extra == 'extra-6-pylops-deep') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "torch", version = "2.11.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(python_full_version < '3.15' and sys_platform == 'darwin' and extra == 'extra-6-pylops-deep') or (python_full_version >= '3.15' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (python_full_version >= '3.15' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (python_full_version >= '3.15' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (python_full_version >= '3.15' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform != 'darwin' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (sys_platform != 'darwin' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform != 'darwin' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform != 'darwin' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform != 'darwin' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform != 'darwin' and extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform != 'darwin' and extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra != 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra != 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra != 'extra-6-pylops-deep' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "torch", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(python_full_version >= '3.15' and extra == 'extra-6-pylops-deep') or (python_full_version < '3.15' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (python_full_version < '3.15' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (python_full_version < '3.15' and extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (python_full_version < '3.15' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (python_full_version < '3.15' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (python_full_version < '3.15' and extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (python_full_version < '3.15' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform != 'darwin' and extra == 'extra-6-pylops-deep') or (sys_platform != 'darwin' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (sys_platform != 'darwin' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform != 'darwin' and extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (sys_platform != 'darwin' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra != 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra != 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra != 'extra-6-pylops-deep' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
 ]
 deep-cu126 = [
     { name = "jax", version = "0.6.2", source = { registry = "https://pypi.org/simple" }, extra = ["cuda12"], marker = "(python_full_version < '3.11' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu126') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu128') or (extra == 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep-cu128' and extra == 'extra-6-pylops-deep-cu13') or (extra == 'extra-6-pylops-deep' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep-cu13' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (extra != 'extra-6-pylops-deep-cu126' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
@@ -6357,6 +6462,7 @@ deep-cu13 = [
 ]
 gpu-cu12 = [
     { name = "cupy-cuda12x" },
+    { name = "nvidia-cuda-nvcc-cu12", version = "12.8.93", source = { registry = "https://pypi.org/simple" } },
 ]
 gpu-cu13 = [
     { name = "cupy-cuda13x" },
@@ -6408,6 +6514,7 @@ requires-dist = [
     { name = "llvmlite", marker = "extra == 'advanced'" },
     { name = "numba", marker = "extra == 'advanced'" },
     { name = "numpy", specifier = ">=1.21.0" },
+    { name = "nvidia-cuda-nvcc-cu12", marker = "extra == 'gpu-cu12'", specifier = "<12.9" },
     { name = "pyfftw", marker = "extra == 'advanced'" },
     { name = "pymc", marker = "extra == 'stat'" },
     { name = "pytensor", marker = "extra == 'stat'" },
@@ -9316,7 +9423,6 @@ name = "torch"
 version = "2.11.0"
 source = { registry = "https://download.pytorch.org/whl/cpu" }
 resolution-markers = [
-    "python_full_version >= '3.15' and sys_platform == 'darwin'",
     "python_full_version == '3.14.*' and sys_platform == 'darwin'",
     "python_full_version == '3.13.*' and sys_platform == 'darwin'",
     "python_full_version == '3.12.*' and sys_platform == 'darwin'",
@@ -9324,14 +9430,14 @@ resolution-markers = [
     "python_full_version < '3.11' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock", marker = "sys_platform == 'darwin' or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
-    { name = "fsspec", marker = "sys_platform == 'darwin' or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
-    { name = "jinja2", marker = "sys_platform == 'darwin' or (extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "filelock", marker = "(python_full_version < '3.15' and sys_platform == 'darwin') or (python_full_version >= '3.15' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform != 'darwin' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "fsspec", marker = "(python_full_version < '3.15' and sys_platform == 'darwin') or (python_full_version >= '3.15' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform != 'darwin' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
+    { name = "jinja2", marker = "(python_full_version < '3.15' and sys_platform == 'darwin') or (python_full_version >= '3.15' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13') or (sys_platform != 'darwin' and extra == 'extra-6-pylops-gpu-cu12' and extra == 'extra-6-pylops-gpu-cu13')" },
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@@ -9433,47 +9539,48 @@ resolution-markers = [
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 ]
 
 [[package]]