diff --git a/gpu.Dockerfile b/gpu.Dockerfile
index 752bdad0..bd1069a2 100644
--- a/gpu.Dockerfile
+++ b/gpu.Dockerfile
@@ -36,6 +36,9 @@ COPY --from=builder /code /code
 # Copy the Python libraries installed via pip from the builder
 COPY --from=builder /usr/local /usr/local
 
+# Install OpenCL Drivers
+RUN apt install nvidia-opencl-icd-340 intel-opencl-icd
+
 # Install shared libraries that we depend on via APT, but *not*
 # the -dev packages to save space!
 RUN bash configure.sh installruntimedepsonly \
diff --git a/opendm/gpu.py b/opendm/gpu.py
index 173010c2..df288f9b 100644
--- a/opendm/gpu.py
+++ b/opendm/gpu.py
@@ -1,4 +1,3 @@
-import os, subprocess
 from opendm import log
 from repoze.lru import lru_cache
 
@@ -8,8 +7,9 @@ def has_gpus():
 
     try:
         platforms = pyopencl.get_platforms()
-        print(platforms)
-        exit(1)
+        for p in platforms:
+            log.ODM_INFO("Found GPU device: %s" % p.name)
+
+        return len(platforms) > 0
     except Exception as e:
-        print(e)
         return False