From 0261bc73703c835c8c15fd47229317f44d1663ea Mon Sep 17 00:00:00 2001
From: Edoardo Pasca <edo.paskino@gmail.com>
Date: Tue, 30 Jan 2018 11:36:59 +0000
Subject: fix GPU regularizer

---
 Wrappers/Python/CMakeLists.txt           |  3 ++-
 Wrappers/Python/src/gpu_regularizers.pyx | 39 ++++++++++++++++----------------
 2 files changed, 21 insertions(+), 21 deletions(-)

diff --git a/Wrappers/Python/CMakeLists.txt b/Wrappers/Python/CMakeLists.txt
index 3f95660..16a2137 100644
--- a/Wrappers/Python/CMakeLists.txt
+++ b/Wrappers/Python/CMakeLists.txt
@@ -89,7 +89,8 @@ message ("found " ${BOOST_NUMPY_LIB})
 find_package(CUDA)
 if (CUDA_FOUND)
   message("CUDA FOUND")
-  set (SETUP_GPU_WRAPPERS "setup( \n\
+  set (SETUP_GPU_WRAPPERS "extra_libraries += ['cilregcuda']\n\
+setup( \n\
     name='ccpi', \n\
  	description='CCPi Core Imaging Library - Image Regularizers GPU',\n\
  	version=cil_version,\n\
diff --git a/Wrappers/Python/src/gpu_regularizers.pyx b/Wrappers/Python/src/gpu_regularizers.pyx
index 7658e36..dc625c3 100644
--- a/Wrappers/Python/src/gpu_regularizers.pyx
+++ b/Wrappers/Python/src/gpu_regularizers.pyx
@@ -44,7 +44,25 @@ def Diff4thHajiaboli(inputData,
                      regularization_parameter, 
                      iterations, 
                      edge_preserving_parameter)
-                        
+        
+def NML(inputData, 
+                     SearchW_real, 
+                     SimilW, 
+                     h,
+                     lambdaf):
+    if inputData.ndim == 2:
+        return NML2D(inputData, 
+                     SearchW_real, 
+                     SimilW, 
+                     h,
+                     lambdaf)
+    elif inputData.ndim == 3:
+        return NML3D(inputData, 
+                     SearchW_real, 
+                     SimilW, 
+                     h,
+                     lambdaf)
+                    
 def Diff4thHajiaboli2D(np.ndarray[np.float32_t, ndim=2, mode="c"] inputData, 
                      float regularization_parameter, 
                      int iterations, 
@@ -160,25 +178,6 @@ def Diff4thHajiaboli3D(np.ndarray[np.float32_t, ndim=3, mode="c"] inputData,
      
     return B
 
-def NML(inputData, 
-                     regularization_parameter, 
-                     iterations, 
-                     edge_preserving_parameter):
-    if inputData.ndim == 2:
-        return NML2D(inputData,  
-                     regularization_parameter, 
-                     iterations, 
-                     edge_preserving_parameter)
-    elif inputData.ndim == 3:
-        return NML3D(inputData,  
-                     regularization_parameter, 
-                     iterations, 
-                     edge_preserving_parameter)
-
-    #SearchW_real  = (int) mxGetScalar(prhs[1]); /* the searching window ratio */
-    #SimilW =  (int) mxGetScalar(prhs[2]);  /* the similarity window ratio */
-    #h =  (float) mxGetScalar(prhs[3]);  /* parameter for the PB filtering function */
-    #lambda = (float) mxGetScalar(prhs[4]);
 
 def NML2D(np.ndarray[np.float32_t, ndim=2, mode="c"] inputData, 
                      SearchW_real, 
-- 
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