diff --git a/docker/Dockerfile b/docker/Dockerfile
index 3283c65076f..da2d9ed37c2 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -3,7 +3,7 @@
 # Image is CUDA-optimized for YOLO11 single/multi-GPU training and inference
 
 # Start FROM PyTorch image https://hub.docker.com/r/pytorch/pytorch or nvcr.io/nvidia/pytorch:23.03-py3
-FROM pytorch/pytorch:2.3.1-cuda12.1-cudnn8-runtime
+FROM pytorch/pytorch:2.4.1-cuda12.1-cudnn9-runtime
 
 # Set environment variables
 # Avoid DDP error "MKL_THREADING_LAYER=INTEL is incompatible with libgomp.so.1 library" https://github.com/pytorch/pytorch/issues/37377