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Subject [GitHub] [madlib] fmcquillan99 edited a comment on issue #457: DL: Enable transfer learning for multi model training
Date Mon, 11 Nov 2019 18:22:29 GMT
fmcquillan99 edited a comment on issue #457: DL: Enable transfer learning for multi model training
URL: https://github.com/apache/madlib/pull/457#issuecomment-552550243
 
 
   (1)
   Train result, validation loss per iteration:
   ```
   [0.733925223350525, 0.501948714256287, 0.401886612176895, 0.494124263525009, 0.384743869304657,
0.300327688455582, 0.368834614753723, 0.319071084260941, 0.191268876194954, 0.173252046108246]
   ```
   
   After transfer learning, seems like the loss on subsequent training picks up from where
this ^^^ leaves off:
   ```
   [0.16432112455368, 0.164827600121498, 0.15946963429451, 0.156749069690704, 0.144549146294594,
0.142323225736618, 0.138157039880753, 0.127701371908188, 0.127511203289032, 0.12169610708952]
   
   [0.151703342795372, 0.15974634885788, 0.0791483223438263, 0.0740548744797707, 0.0698189586400986,
0.0977403670549393, 0.0737137421965599, 0.0555036813020706, 0.0894732773303986, 0.102973714470863]
   
   [0.14056433737278, 0.115160055458546, 0.105597652494907, 0.0925526767969131, 0.0991481989622116,
0.0907492190599442, 0.10708586871624, 0.142711892724037, 0.0837283283472061, 0.0745012909173965]
   etc
   ```
   so that looks fine
   
   LGTM

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