kaknikhil commented on a change in pull request #425: DL: Add training for
multiple models
URL: https://github.com/apache/madlib/pull/425#discussion_r310257244
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File path: src/ports/postgres/modules/deep_learning/madlib_keras.py_in
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@@ -632,9 +698,12 @@ def internal_keras_eval_transition(state, dependent_var,
independent_var,
total_images = get_image_count_per_seg_from_array(current_seg_id, seg_ids,
images_per_seg)
- if agg_image_count == total_images:
- SD.pop('segment_model', None)
- clear_keras_session()
+ # Clean the session on the last buffer of last iteration
+ if agg_image_count == total_images and is_final:
+ K.clear_session()
Review comment:
Again use `clear_keras_session()`
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