Upgrade to cuda 13

Author: oulgen

.github/matrix.json

@@ -4,17 +4,17 @@
       "runner": "linux.g5.4xlarge.nvidia.gpu",
       "python-version": "3.10",
       "ref-eager": false,
-      "image": "nvidia/cuda:12.8.1-devel-ubuntu24.04",
-      "runtime-version": "cu128",
+      "image": "nvidia/cuda:13.0.1-devel-ubuntu24.04",
+      "runtime-version": "cu130",
       "container-options": "--gpus all",
       "alias": "a10g"
     },
     {
       "runner": "linux.g5.4xlarge.nvidia.gpu",
       "python-version": "3.12",
       "ref-eager": false,
-      "image": "nvidia/cuda:12.8.1-devel-ubuntu24.04",
-      "runtime-version": "cu128",
+      "image": "nvidia/cuda:13.0.1-devel-ubuntu24.04",
+      "runtime-version": "cu130",
       "container-options": "--gpus all",
       "alias": "a10g-dtype-asserts",
       "dtype-asserts": true,
@@ -24,26 +24,26 @@
       "runner": "linux.g5.4xlarge.nvidia.gpu",
       "python-version": "3.12",
       "ref-eager": false,
-      "image": "nvidia/cuda:12.8.1-devel-ubuntu24.04",
-      "runtime-version": "cu128",
+      "image": "nvidia/cuda:13.0.1-devel-ubuntu24.04",
+      "runtime-version": "cu130",
       "container-options": "--gpus all",
       "alias": "a10g"
     },
     {
       "runner": "linux.g5.4xlarge.nvidia.gpu",
       "python-version": "3.12",
       "ref-eager": true,
-      "image": "nvidia/cuda:12.8.1-devel-ubuntu24.04",
-      "runtime-version": "cu128",
+      "image": "nvidia/cuda:13.0.1-devel-ubuntu24.04",
+      "runtime-version": "cu130",
       "container-options": "--gpus all",
       "alias": "a10g-ref-eager"
     },
     {
       "runner": "linux.aws.h100",
       "python-version": "3.12",
       "ref-eager": false,
-      "image": "nvidia/cuda:12.8.1-devel-ubuntu24.04",
-      "runtime-version": "cu128",
+      "image": "nvidia/cuda:13.0.1-devel-ubuntu24.04",
+      "runtime-version": "cu130",
       "container-options": "--gpus all",
       "alias": "h100"
     },