graclus gpu done

aten/THC/THCGraclus.cu

@@ -22,14 +22,10 @@ void THCTensor_graclus(THCState *state, THCudaLongTensor *self, THCudaLongTensor
   THCudaLongTensor *cumDegree = THCudaLongTensor_newWithSize1d(state, nNodes);
   THCudaLongTensor_cumsum(state, cumDegree, degree, 0);
 
-  THCTensor_color(state, self);
+  while(!THCTensor_color(state, self)) {
     THCTensor_propose(state, self, prop, row, col, degree, cumDegree);
     THCTensor_response(state, self, prop, row, col, degree, cumDegree);
-
-  /* while(!THCTensor_assignColor(state, self)) { */
-  /*   THCTensor_propose(state, self, prop, row, col, degree, cumDegree); */
-  /*   THCTensor_response(state, self, prop, row, col, degree, cumDegree); */
-  /* }; */
+  };
 
   THCudaLongTensor_free(state, prop);
   THCudaLongTensor_free(state, degree);

aten/THC/THCResponse.cuh

@@ -16,20 +16,18 @@ __global__ void responseKernel(int64_t *color, int64_t *prop, int64_t *row, int6
                                int64_t *degree, int64_t *cumDegree, ptrdiff_t nNodes) {
   KERNEL_LOOP(i, nNodes) {
     if (color[i] != -2) { continue; }  // Only visit red nodes.
-    /* ptrdiff_t c;  // int64_t neighborColor, minValue; */
-    /* bool isDead = true; */
+    ptrdiff_t c;  // int64_t neighborColor, minValue;
+    bool isDead = true;
     for (ptrdiff_t e = cumDegree[i] - degree[i]; e < cumDegree[i]; e++) {
-    /*   c = col[e]; */
-    /*   neighborColor = color[c]; */
-    /*   if (neighborColor == -1 && prop[c] == i) {  // Blue neighbor found which proposed to node i. */
-    /*     minValue = min(i, c); */
-    /*     color[i] = minValue; */
-    /*     color[c] = minValue; */
-    /*     break; */
-    /*   } */
-    /*   if (neighborColor < 0) isDead = false; */
+      c = col[e];
+      if (isDead && color[c] < 0) { isDead = false; }  // Unmatched neighbor found.
+      if (color[c] == -1 && prop[c] == i) {  // Match first blue neighbor who proposed to i.
+        color[i] = min(i, c);
+        color[c] = min(i, c);
+        break;
+      }
     }
-    /* if (isDead && color[i] < 0) color[i] = i;  // Mark node as dead. */
+    if (isDead) { color[i] = i; }  // Mark node as dead.
   }
 }