return the correct information to resubmit failed tasks

shadho/hardware.py

@@ -119,4 +119,7 @@ def register_result(self, model_id, result_id, loss, results):
         if not isinstance(results, dict):
             results = {'results': results}
         results['compute_class'] = (self.resource, self.value)
-        self.model_group.register_result(model_id, result_id, loss, results)
+        return self.model_group.register_result(model_id,
+                                                result_id,
+                                                loss,
+                                                results)

shadho/managers/workqueue.py

@@ -192,8 +192,8 @@ def failure(self, task):
 
         resub = (int(task.return_status) == 137)
 
-        rid, ccid = str(task.tag).split('.')
-        return (rid, ccid, resub)
+        #rid, ccid = str(task.tag).split('.')
+        return (task.tag, resub)
 
 
 class WQFile(object):

shadho/shadho.py

@@ -239,8 +239,8 @@ def run(self):
         opt = self.backend.optimal(mode='best')
         key = list(opt.keys())[0]
         print("Optimal result: {}".format(opt[key]['loss']))
-        print("With parameters: {}".format(opt[1]))
-        print("And additional results: {}".format(opt[2]))
+        print("With parameters: {}".format(opt[key]['values']))
+        print("And additional results: {}".format(opt[key]['results']))
 
     def generate(self):
         """Generate hyperparameter values to test.
@@ -401,9 +401,10 @@ def failure(self, tag, resub):
         -----
 
         """
-        submissions, params = self.backend.register_result(rid, None)
+        result_id, model_id, ccid = tag.split('.')
+        submissions, params = \
+            self.backend.register_result(model_id, result_id, None, {})
         if resub and submissions < self.max_resubmissions:
-            tag = '.'.join([rid, ccid])
             cc = self.ccs[ccid]
             self.manager.add_task(self.cmd,
                                   tag,