CI: update CUDA version for GPU images, add TensorRT image build

.gitlab-ci.yml

@@ -17,7 +17,7 @@ variables:
   DOCKERHUB_BASE: mdl4eo/otbtf
   DOCKERHUB_IMAGE_BASE: ${DOCKERHUB_BASE}:${OTBTF_VERSION}
   CPU_BASE_IMG: ubuntu:22.04
-  GPU_BASE_IMG: nvidia/cuda:12.0.1-cudnn8-devel-ubuntu22.04
+  GPU_BASE_IMG: nvidia/cuda:12.1.1-cudnn8-devel-ubuntu22.04
 
 image: $BRANCH_IMAGE
 
@@ -271,6 +271,7 @@ deploy_gpu:
     IMAGE_GPUDEV: $CI_REGISTRY_PUBIMG-gpu-dev
     IMAGE_GPUOPT: $CI_REGISTRY_PUBIMG-gpu-opt
     IMAGE_GPUOPTDEV: $CI_REGISTRY_PUBIMG-gpu-opt-dev
+    IMAGE_GPUOPTDEVTRT: $CI_REGISTRY_PUBIMG-gpu-opt-dev-trt
     DOCKERHUB_GPU: $DOCKERHUB_IMAGE_BASE-gpu
     DOCKERHUB_GPUDEV: $DOCKERHUB_IMAGE_BASE-gpu-dev
   script:
@@ -280,6 +281,9 @@ deploy_gpu:
     # gpu-opt-dev
     - docker build --build-arg BZL_OPTIONS="--remote_cache=$BAZELCACHE" --tag $IMAGE_GPUOPTDEV --build-arg BASE_IMG=$GPU_BASE_IMG --build-arg KEEP_SRC_OTB=true .
     - docker push $IMAGE_GPUOPTDEV
+    # gpu-opt-dev-trt
+    - docker build --build-arg BZL_OPTIONS="--remote_cache=$BAZELCACHE" --tag $IMAGE_GPUOPTDEV --build-arg BASE_IMG="cuda:11.8.0-cudnn8-devel-ubuntu22.04" --build-arg KEEP_SRC_OTB=true --build-arg TENSORRT="8.5.1-1+cuda11.8" .
+    - docker push $IMAGE_GPUOPTDEVTRT
     # gpu-basic
     - docker build --build-arg BZL_OPTIONS="--remote_cache=$BAZELCACHE" --tag $IMAGE_GPU --build-arg BASE_IMG=$GPU_BASE_IMG --build-arg BZL_CONFIGS="" .
     - docker push $IMAGE_GPU