Nandish Jayaram created MADLIB-1330: ---------------------------------------
Summary: DL: Do not compile model for predict and add GPU support Key: MADLIB-1330 URL: https://issues.apache.org/jira/browse/MADLIB-1330 Project: Apache MADlib Issue Type: Improvement Components: Deep Learning Reporter: Nandish Jayaram Fix For: v1.16 In internal_keras_predict, we compile the model for every row. Starting from keras 1.0.3, keras predict does not need a compiled model. This will make our current predict code(which does not use SD) easier and hopefully slightly faster even with CPU. See more details here https://github.com/keras-team/keras/issues/3074 Acceptance: 1. Validate that removing the compile code does not impact the accuracy of the results 2. Add new optional param named use_gpu in predict interface. -- This message was sent by Atlassian JIRA (v7.6.3#76005)