orhankislal commented on a change in pull request #462: DL: Add asymmetric 
cluster support for fit and evaluate
URL: https://github.com/apache/madlib/pull/462#discussion_r353385598
 
 

 ##########
 File path: 
src/ports/postgres/modules/deep_learning/madlib_keras_fit_multiple_model.sql_in
 ##########
 @@ -63,11 +63,13 @@ CREATE OR REPLACE FUNCTION 
MADLIB_SCHEMA.fit_transition_multiple_model(
     model_architecture         TEXT,
     compile_params             TEXT,
     fit_params                 TEXT,
+    dist_key                   INTEGER,
+    dist_key_mapping           INTEGER[],
     current_seg_id             INTEGER,
-    seg_ids                    INTEGER[],
-    images_per_seg             INTEGER[],
-    gpus_per_host              INTEGER,
     segments_per_host          INTEGER,
+    images_per_seg             INTEGER[],
+    use_gpus                   BOOLEAN,
+    gpus_per_seg               INTEGER[],
 
 Review comment:
   `gpus_per_seg` means the number of gpus accessible for each segment. I don't 
think `gpus_per_host` is a good name in this case. How does 
`available_gpus_per_seg` or `accessible_gpus_per_seg` sound?

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