diff --git a/source/adapters/cuda/image.cpp b/source/adapters/cuda/image.cpp
index b9cc832a02..3dd1a7f34b 100644
--- a/source/adapters/cuda/image.cpp
+++ b/source/adapters/cuda/image.cpp
@@ -690,12 +690,12 @@ UR_APIEXPORT ur_result_t UR_APICALL urBindlessImagesImageCopyExp(
         }
       } else if (pImageDesc->type == UR_MEM_TYPE_IMAGE2D) {
         CUDA_MEMCPY2D cpy_desc = {};
-        cpy_desc.srcMemoryType = CUmemorytype_enum::CU_MEMORYTYPE_HOST;
-        cpy_desc.srcHost = pSrc;
         cpy_desc.srcXInBytes = srcOffset.x * PixelSizeBytes;
         cpy_desc.srcY = srcOffset.y;
         cpy_desc.dstXInBytes = dstOffset.x * PixelSizeBytes;
         cpy_desc.dstY = dstOffset.y;
+        cpy_desc.srcMemoryType = CUmemorytype_enum::CU_MEMORYTYPE_HOST;
+        cpy_desc.srcHost = pSrc;
         cpy_desc.srcPitch = hostExtent.width * PixelSizeBytes;
         if (pImageDesc->rowPitch == 0) {
           cpy_desc.dstMemoryType = CUmemorytype_enum::CU_MEMORYTYPE_ARRAY;
@@ -781,8 +781,6 @@ UR_APIEXPORT ur_result_t UR_APICALL urBindlessImagesImageCopyExp(
         cpy_desc.srcY = srcOffset.y;
         cpy_desc.dstXInBytes = dstOffset.x;
         cpy_desc.dstY = dstOffset.y;
-        cpy_desc.dstMemoryType = CUmemorytype_enum::CU_MEMORYTYPE_HOST;
-        cpy_desc.dstHost = pDst;
         if (pImageDesc->rowPitch == 0) {
           cpy_desc.srcMemoryType = CUmemorytype_enum::CU_MEMORYTYPE_ARRAY;
           cpy_desc.srcArray = (CUarray)pSrc;
@@ -792,6 +790,8 @@ UR_APIEXPORT ur_result_t UR_APICALL urBindlessImagesImageCopyExp(
           cpy_desc.srcPitch = pImageDesc->rowPitch;
           cpy_desc.srcDevice = (CUdeviceptr)pSrc;
         }
+        cpy_desc.dstMemoryType = CUmemorytype_enum::CU_MEMORYTYPE_HOST;
+        cpy_desc.dstHost = pDst;
         cpy_desc.WidthInBytes = PixelSizeBytes * copyExtent.width;
         cpy_desc.Height = copyExtent.height;
         UR_CHECK_ERROR(cuMemcpy2DAsync(&cpy_desc, Stream));
@@ -831,10 +831,79 @@ UR_APIEXPORT ur_result_t UR_APICALL urBindlessImagesImageCopyExp(
         UR_CHECK_ERROR(cuMemcpy3DAsync(&cpy_desc, Stream));
       }
     } else {
-      /// imageCopyFlags == UR_EXP_IMAGE_COPY_FLAG_DEVICE_TO_DEVICE
-      /// TODO: implemet device to device copy
-      return UR_RESULT_ERROR_UNSUPPORTED_FEATURE;
+      // imageCopyFlags == UR_EXP_IMAGE_COPY_FLAG_DEVICE_TO_DEVICE
+
+      // All the following async copy function calls should be treated as
+      // synchronous because of the explicit call to cuStreamSynchronize at
+      // the end
+      if (pImageDesc->type == UR_MEM_TYPE_IMAGE1D) {
+        CUDA_MEMCPY2D cpy_desc = {};
+        cpy_desc.srcXInBytes = srcOffset.x;
+        cpy_desc.srcY = 0;
+        cpy_desc.dstXInBytes = dstOffset.x;
+        cpy_desc.dstY = 0;
+        cpy_desc.srcMemoryType = CUmemorytype_enum::CU_MEMORYTYPE_ARRAY;
+        cpy_desc.srcArray = (CUarray)pSrc;
+        cpy_desc.dstMemoryType = CUmemorytype_enum::CU_MEMORYTYPE_ARRAY;
+        cpy_desc.dstArray = (CUarray)pDst;
+        cpy_desc.WidthInBytes = PixelSizeBytes * copyExtent.width;
+        cpy_desc.Height = 1;
+        UR_CHECK_ERROR(cuMemcpy2DAsync(&cpy_desc, Stream));
+      } else if (pImageDesc->type == UR_MEM_TYPE_IMAGE2D) {
+        CUDA_MEMCPY2D cpy_desc = {};
+        cpy_desc.srcXInBytes = srcOffset.x;
+        cpy_desc.srcY = srcOffset.y;
+        cpy_desc.dstXInBytes = dstOffset.x;
+        cpy_desc.dstY = dstOffset.y;
+        cpy_desc.srcMemoryType = CUmemorytype_enum::CU_MEMORYTYPE_ARRAY;
+        cpy_desc.srcArray = (CUarray)pSrc;
+        cpy_desc.dstMemoryType = CUmemorytype_enum::CU_MEMORYTYPE_ARRAY;
+        cpy_desc.dstArray = (CUarray)pDst;
+        cpy_desc.WidthInBytes = PixelSizeBytes * copyExtent.width;
+        cpy_desc.Height = copyExtent.height;
+        UR_CHECK_ERROR(cuMemcpy2DAsync(&cpy_desc, Stream));
+      } else if (pImageDesc->type == UR_MEM_TYPE_IMAGE3D) {
+        CUDA_MEMCPY3D cpy_desc = {};
+        cpy_desc.srcXInBytes = srcOffset.x;
+        cpy_desc.srcY = srcOffset.y;
+        cpy_desc.srcZ = srcOffset.z;
+        cpy_desc.dstXInBytes = dstOffset.x;
+        cpy_desc.dstY = dstOffset.y;
+        cpy_desc.dstZ = dstOffset.z;
+        cpy_desc.srcMemoryType = CUmemorytype_enum::CU_MEMORYTYPE_ARRAY;
+        cpy_desc.srcArray = (CUarray)pSrc;
+        cpy_desc.dstMemoryType = CUmemorytype_enum::CU_MEMORYTYPE_ARRAY;
+        cpy_desc.dstArray = (CUarray)pDst;
+        cpy_desc.WidthInBytes = PixelSizeBytes * copyExtent.width;
+        cpy_desc.Height = copyExtent.height;
+        cpy_desc.Depth = copyExtent.depth;
+        UR_CHECK_ERROR(cuMemcpy3DAsync(&cpy_desc, Stream));
+      } else if (pImageDesc->type == UR_MEM_TYPE_IMAGE1D_ARRAY ||
+                 pImageDesc->type == UR_MEM_TYPE_IMAGE2D_ARRAY ||
+                 pImageDesc->type == UR_MEM_TYPE_IMAGE_CUBEMAP_EXP) {
+        CUDA_MEMCPY3D cpy_desc = {};
+        cpy_desc.srcXInBytes = srcOffset.x;
+        cpy_desc.srcY = srcOffset.y;
+        cpy_desc.srcZ = srcOffset.z;
+        cpy_desc.dstXInBytes = dstOffset.x;
+        cpy_desc.dstY = dstOffset.y;
+        cpy_desc.dstZ = dstOffset.z;
+        cpy_desc.srcMemoryType = CUmemorytype_enum::CU_MEMORYTYPE_ARRAY;
+        cpy_desc.srcArray = (CUarray)pSrc;
+        cpy_desc.dstMemoryType = CUmemorytype_enum::CU_MEMORYTYPE_ARRAY;
+        cpy_desc.dstArray = (CUarray)pDst;
+        cpy_desc.WidthInBytes = PixelSizeBytes * copyExtent.width;
+        cpy_desc.Height = std::max(uint64_t{1}, copyExtent.height);
+        cpy_desc.Depth = pImageDesc->arraySize;
+        UR_CHECK_ERROR(cuMemcpy3DAsync(&cpy_desc, Stream));
+      }
+      // Synchronization is required here to handle the case of copying data
+      // from host to device, then device to device and finally device to host.
+      // Without it, there is a risk of the copies not being executed in the
+      // intended order.
+      cuStreamSynchronize(Stream);
     }
+
     if (phEvent) {
       auto NewEvent = ur_event_handle_t_::makeNative(UR_COMMAND_MEM_IMAGE_COPY,
                                                      hQueue, Stream);