diff --git a/src/ci-prepare-bionic.sh b/src/ci-prepare-bionic.sh
index 656d338..78bbd33 100755
--- a/src/ci-prepare-bionic.sh
+++ b/src/ci-prepare-bionic.sh
@@ -133,21 +133,27 @@ setup_aocc() {
 }
 
 setup_nvhpc() {
-  echo "Preparing Nvidia HPC SDK"
-  local tarball="nvhpc.tar.gz"
-#  local url="http://localhost:8000/nvhpc_2021_219_Linux_x86_64_cuda_11.4.tar.gz"
-  local url="https://developer.download.nvidia.com/hpc-sdk/21.9/nvhpc_2021_219_Linux_x86_64_cuda_11.4.tar.gz"
+ echo "Preparing Nvidia HPC SDK"
+  local nvhpc_ver="22.3"
+  local nvhpc_release="2022_223"
+  local cuda_ver="11.6"
+
+  local tarball="nvhpc_$nvhpc_ver.tar.gz"
+
+  local url="https://developer.download.nvidia.com/hpc-sdk/$nvhpc_ver/nvhpc_${nvhpc_release}_Linux_x86_64_cuda_$cuda_ver.tar.gz"
   get_and_untar "$tarball" "$url"
 
-  local sdk_dir="$PWD/nvhpc_2021_219_Linux_x86_64_cuda_11.4/install_components/Linux_x86_64/21.9"
+  local sdk_dir="$PWD/nvhpc_${nvhpc_release}_Linux_x86_64_cuda_$cuda_ver/install_components/Linux_x86_64/$nvhpc_ver"
   local bin_dir="$sdk_dir/compilers/bin"
   "$bin_dir/makelocalrc" "$bin_dir" -x
 
   export_var NVHPC_SDK_DIR "$sdk_dir"
-  export_var NVHPC_CUDA_DIR "$sdk_dir/cuda/11.4"
+  export_var NVHPC_CUDA_DIR "$sdk_dir/cuda/$cuda_ver"
 
   export_var NVHPC_NVCXX "$bin_dir/nvc++"
-  export_var NVHPC_NVCC "$sdk_dir/cuda/11.4/bin/nvcc"
+  export_var NVHPC_NVCC "$bin_dir/nvcc"
+  export_var NVHPC_CUDA_VER "$cuda_ver"
+#  export_var NVHPC_NVCC "$sdk_dir/cuda/$cuda_ver/bin/nvcc"
 
   echo "Installed CUDA versions:"
   ls "$sdk_dir/cuda"
diff --git a/src/ci-test-compile.sh b/src/ci-test-compile.sh
index 9388643..a7c5bab 100755
--- a/src/ci-test-compile.sh
+++ b/src/ci-test-compile.sh
@@ -122,7 +122,7 @@ run_build() {
 
 AMD_ARCH="gfx_903"
 NV_ARCH="sm_70"
-NV_ARCH_CCXY="cuda11.4,cc80"
+NV_ARCH_CCXY="cuda${NVHPC_CUDA_VER:?},cc80"
 
 build_gcc() {
   local name="gcc_build"
@@ -175,9 +175,9 @@ build_gcc() {
   local current=$("$CMAKE_BIN" --version | head -n 1 | cut -d ' ' -f3)
   local required="3.15.0"
   if [ "$(printf '%s\n' "$required" "$current" | sort -V | head -n1)" = "$required" ]; then
-    run_build $name "${GCC_CXX:?}" thrust "$cxx -DCMAKE_CUDA_COMPILER=${NVHPC_NVCC:?} -DCUDA_ARCH=$NV_ARCH -DSDK_DIR=$NVHPC_CUDA_DIR/include -DTHRUST_IMPL=CUDA -DBACKEND=CUDA"
-    run_build $name "${GCC_CXX:?}" thrust "$cxx -DCMAKE_CUDA_COMPILER=${NVHPC_NVCC:?} -DCUDA_ARCH=$NV_ARCH -DSDK_DIR=$NVHPC_CUDA_DIR/include -DTHRUST_IMPL=CUDA -DBACKEND=OMP"
-    run_build $name "${GCC_CXX:?}" thrust "$cxx -DCMAKE_CUDA_COMPILER=${NVHPC_NVCC:?} -DCUDA_ARCH=$NV_ARCH -DSDK_DIR=$NVHPC_CUDA_DIR/include -DTHRUST_IMPL=CUDA -DBACKEND=CPP"
+    run_build $name "${GCC_CXX:?}" thrust "$cxx -DCMAKE_CUDA_COMPILER=${NVHPC_NVCC:?} -DCUDA_ARCH=$NV_ARCH -DSDK_DIR=$NVHPC_CUDA_DIR/lib64/cmake -DTHRUST_IMPL=CUDA -DBACKEND=CUDA"
+    run_build $name "${GCC_CXX:?}" thrust "$cxx -DCMAKE_CUDA_COMPILER=${NVHPC_NVCC:?} -DCUDA_ARCH=$NV_ARCH -DSDK_DIR=$NVHPC_CUDA_DIR/lib64/cmake -DTHRUST_IMPL=CUDA -DBACKEND=OMP"
+    run_build $name "${GCC_CXX:?}" thrust "$cxx -DCMAKE_CUDA_COMPILER=${NVHPC_NVCC:?} -DCUDA_ARCH=$NV_ARCH -DSDK_DIR=$NVHPC_CUDA_DIR/lib64/cmake -DTHRUST_IMPL=CUDA -DBACKEND=CPP"
 
     # FIXME CUDA Thrust + TBB throws the following error:
     #    /usr/lib/gcc/x86_64-linux-gnu/9/include/avx512fintrin.h(9146): error: identifier "__builtin_ia32_rndscaless_round" is undefined
@@ -187,7 +187,7 @@ build_gcc() {
     #    /usr/lib/gcc/x86_64-linux-gnu/9/include/avx512dqintrin.h(1365): error: identifier "__builtin_ia32_fpclassss" is undefined
     #    /usr/lib/gcc/x86_64-linux-gnu/9/include/avx512dqintrin.h(1372): error: identifier "__builtin_ia32_fpclasssd" is undefined
 
-    #    run_build $name "${GCC_CXX:?}" THRUST "$cxx -DCMAKE_CUDA_COMPILER=${NVHPC_NVCC:?} -DCUDA_ARCH=$NV_ARCH -DSDK_DIR=$NVHPC_CUDA_DIR/include -DTHRUST_IMPL=CUDA -DBACKEND=TBB"
+    #    run_build $name "${GCC_CXX:?}" THRUST "$cxx -DCMAKE_CUDA_COMPILER=${NVHPC_NVCC:?} -DCUDA_ARCH=$NV_ARCH -DSDK_DIR=$NVHPC_CUDA_DIR/lib64/cmake -DTHRUST_IMPL=CUDA -DBACKEND=TBB"
   else
     echo "CMake version ${current} < ${required}, skipping Thrust models"
   fi
diff --git a/src/thrust/model.cmake b/src/thrust/model.cmake
index 0c286c2..2d687c7 100644
--- a/src/thrust/model.cmake
+++ b/src/thrust/model.cmake
@@ -53,6 +53,9 @@ macro(setup)
         message(STATUS "NVCC flags: ${CMAKE_CUDA_FLAGS} ${CMAKE_CUDA_FLAGS_${BUILD_TYPE}}")
 
 
+        # XXX NVHPC <= 21.9 has cub-config in `Linux_x86_64/21.9/cuda/11.4/include/cub/cmake`
+        # XXX NVHPC >= 22.3 has cub-config in `Linux_x86_64/22.3/cuda/11.6/lib64/cmake/cub/`
+        # same thing for thrust
         if (SDK_DIR)
             find_package(CUB REQUIRED CONFIG PATHS ${SDK_DIR}/cub)
             find_package(Thrust REQUIRED CONFIG PATHS ${SDK_DIR}/thrust)