3 files changed, 24 insertions, 9 deletions
diff --git a/python/astra/__init__.py b/python/astra/__init__.py
index 10ed74d..515d9a2 100644
--- a/python/astra/__init__.py
+++ b/python/astra/__init__.py
@@ -39,7 +39,7 @@ from . import log
 from .optomo import OpTomo
 
 import os
-try:
-    astra.set_gpu_index(int(os.environ['ASTRA_GPU_INDEX']))
-except KeyError:
-    pass
+
+if 'ASTRA_GPU_INDEX' in os.environ:
+    L = [ int(x) for x in os.environ['ASTRA_GPU_INDEX'].split(',') ]
+    astra.set_gpu_index(L)
diff --git a/python/astra/astra.py b/python/astra/astra.py
index 26b1ff0..9328b6b 100644
--- a/python/astra/astra.py
+++ b/python/astra/astra.py
@@ -49,10 +49,10 @@ def version(printToScreen=False):
     """
     return a.version(printToScreen)
 
-def set_gpu_index(idx):
+def set_gpu_index(idx, memory=0):
     """Set default GPU index to use.
     
     :param idx: GPU index
     :type idx: :class:`int`
     """
-    a.set_gpu_index(idx)
+    a.set_gpu_index(idx, memory)
diff --git a/python/astra/astra_c.pyx b/python/astra/astra_c.pyx
index 6b246b6..2a9c816 100644
--- a/python/astra/astra_c.pyx
+++ b/python/astra/astra_c.pyx
@@ -31,6 +31,7 @@ import six
 from .utils import wrap_from_bytes
 
 from libcpp.string cimport string
+from libcpp.vector cimport vector
 from libcpp cimport bool
 cdef extern from "astra/Globals.h" namespace "astra":
     int getVersion()
@@ -43,6 +44,12 @@ IF HAVE_CUDA==True:
 ELSE:
   def setGPUIndex():
     pass
+cdef extern from "astra/CompositeGeometryManager.h" namespace "astra":
+    cdef cppclass SGPUParams:
+        vector[int] GPUIndices
+        size_t memory
+cdef extern from "astra/CompositeGeometryManager.h" namespace "astra::CCompositeGeometryManager":
+    void setGlobalGPUParams(SGPUParams&)
 
 def credits():
     six.print_("""The ASTRA Toolbox has been developed at the University of Antwerp and CWI, Amsterdam by
@@ -70,8 +77,16 @@ def version(printToScreen=False):
     else:
         return getVersion()
 
-def set_gpu_index(idx):
+def set_gpu_index(idx, memory=0):
+    import types
+    import collections
+    cdef SGPUParams params
     if use_cuda()==True:
-        ret = setGPUIndex(idx)
+        if not isinstance(idx, collections.Iterable) or isinstance(idx, types.StringTypes):
+            idx = (idx,)
+        params.memory = memory
+        params.GPUIndices = idx
+        setGlobalGPUParams(params)
+        ret = setGPUIndex(params.GPUIndices[0])
         if not ret:
-            six.print_("Failed to set GPU " + str(idx))
+            six.print_("Failed to set GPU " + str(params.GPUIndices[0]))