Add numba-cuda debug info

awi-response · Dec 19, 2024 · 5174ba4 · 5174ba4
1 parent 81cf102
commit 5174ba4
Showing 1 changed file with 34 additions and 11 deletions.
diff --git a/darts/src/darts/utils/cuda.py b/darts/src/darts/utils/cuda.py
@@ -8,23 +8,16 @@
 
 def debug_info():
     """Print debug information about the CUDA devices and library installations."""
+    import os
+
     import torch
     from xrspatial.utils import has_cuda_and_cupy
 
+    logger.debug("=== CUDA DEBUG INFO ===")
     logger.debug(f"PyTorch version: {torch.__version__}")
     logger.debug(f"PyTorch CUDA available: {torch.cuda.is_available()}")
-
     logger.debug(f"Cupy+Numba CUDA available: {has_cuda_and_cupy()}")
-
-    try:
-        import cupy
-
-        logger.debug(f"Cupy version: {cupy.__version__}")
-        logger.debug(f"Cupy CUDA version: {cupy.cuda.get_local_runtime_version()}")
-        logger.debug(f"Cupy CUDA driver version: {cupy.cuda.runtime.driverGetVersion()}")
-        logger.debug(f"Cupy CUDA runtime version: {cupy.cuda.runtime.runtimeGetVersion()}")
-    except ImportError:
-        logger.debug("Module 'cupy' not found, darts is probably installed without CUDA support.")
+    logger.debug(f"LD_LIBRARY_PATH: {os.environ.get("LD_LIBRARY_PATH")}")
 
     try:
         from pynvml import (
@@ -56,6 +49,36 @@ def debug_info():
     except ImportError:
         logger.debug("Module 'pynvml' not found, darts is probably installed without CUDA support.")
 
+    try:
+        import cupy
+
+        logger.debug(f"Cupy version: {cupy.__version__}")
+        # This is the version which is installed (dynamically linked via PATH or LD_LIBRARY_PATH) in the environment
+        env_runtime_version = cupy.cuda.get_local_runtime_version()
+        # This is the version which is used by cupy (statically linked)
+        cupy_runtime_version = cupy.cuda.runtime.runtimeGetVersion()
+        if env_runtime_version != cupy_runtime_version:
+            logger.warning(
+                "Cupy CUDA runtime versions don't match!\n"
+                f"Got {env_runtime_version} as local (dynamically linked) runtime version.\n"
+                f"Got {cupy_runtime_version} as by cupy statically linked runtime version.\n"
+                "Cupy will use the statically linked runtime version!"
+            )
+        else:
+            logger.debug(f"Cupy CUDA runtime version: {cupy_runtime_version}")
+        logger.debug(f"Cupy CUDA driver version: {cupy.cuda.runtime.driverGetVersion()}")
+    except ImportError:
+        logger.debug("Module 'cupy' not found, darts is probably installed without CUDA support.")
+
+    try:
+        import numba.cuda
+
+        logger.debug(f"Numba CUDA runtime: {numba.cuda.runtime.get_version()}")
+        logger.debug(f"Numba CUDA is available: {numba.cuda.is_available()}")
+        logger.debug(f"Numba CUDA has supported devices: {numba.cuda.detect()}")
+    except ImportError:
+        logger.debug("Module 'numba.cuda' not found, darts is probably installed without CUDA support.")
+
 
 def decide_device(device: Literal["cuda", "cpu", "auto"] | int | None) -> Literal["cuda", "cpu"] | int:
     """Decide the device based on the input.