Pin Tower-compatible CUDA runtime

backend/tests/test_docker_runtime_config.py

@@ -388,7 +388,7 @@ def test_backend_docker_context_contains_gis_import_smoke_script() -> None:
     assert (ROOT / "backend" / "scripts" / "gis_import_smoke.py").exists()
 
 
-def test_all_in_one_dockerfile_caches_dependencies_and_uses_cpu_torch_for_ai_runtime() -> None:
+def test_all_in_one_dockerfile_caches_dependencies_and_pins_driver_compatible_cuda_torch() -> None:
     dockerfile = (ROOT / "deploy" / "unraid" / "Dockerfile.all-in-one").read_text(encoding="utf-8")
 
     metadata_copy_index = dockerfile.index("COPY backend/pyproject.toml /app/")
@@ -398,9 +398,9 @@ def test_all_in_one_dockerfile_caches_dependencies_and_uses_cpu_torch_for_ai_run
     smoke_index = dockerfile.index("RUN python scripts/gis_import_smoke.py")
 
     assert metadata_copy_index < placeholder_readme_index < dependency_install_index < backend_copy_index < smoke_index
-    assert "GEOINTEL_TORCH_INDEX_URL=https://download.pytorch.org/whl/cu130" in dockerfile
-    assert "GEOINTEL_TORCH_VERSION=2.13.0" in dockerfile
-    assert "GEOINTEL_TORCHVISION_VERSION=0.28.0" in dockerfile
+    assert "GEOINTEL_TORCH_INDEX_URL=https://download.pytorch.org/whl/cu128" in dockerfile
+    assert "GEOINTEL_TORCH_VERSION=2.11.0" in dockerfile
+    assert "GEOINTEL_TORCHVISION_VERSION=0.26.0" in dockerfile
     assert '--index-url "$GEOINTEL_TORCH_INDEX_URL"' in dockerfile
 
 
@@ -432,4 +432,4 @@ def test_unraid_ai_runtime_requests_nvidia_and_fails_closed() -> None:
     assert 'YOLO_DEVICE="${YOLO_DEVICE:-cuda:0}"' in run_script
     assert 'YOLO_REQUIRE_CUDA="${YOLO_REQUIRE_CUDA:-true}"' in run_script
     assert '-e YOLO_REQUIRE_CUDA="$YOLO_REQUIRE_CUDA"' in run_script
-    assert "https://download.pytorch.org/whl/cu130" in dockerfile
+    assert "https://download.pytorch.org/whl/cu128" in dockerfile