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Posted to dev@madlib.apache.org by GitBox <gi...@apache.org> on 2019/09/03 16:28:53 UTC
[GitHub] [madlib] fmcquillan99 commented on issue #430: Add generate mst
table utility.
fmcquillan99 commented on issue #430: Add generate mst table utility.
URL: https://github.com/apache/madlib/pull/430#issuecomment-527535568
(2) looks better now:
```
madlib=# SELECT madlib.load_model_selection_table('model_arch_library', -- model architecture table
madlib(# 'mst_table', -- model selection table output
madlib(# ARRAY[1,2], -- model ids from model architecture table
madlib(# ARRAY[ -- compile params
madlib(# $$loss='categorical_crossentropy',optimizer='Adam(lr=0.1)',metrics=['accuracy']$$,
madlib(# $$loss='categorical_crossentropy', optimizer='Adam(lr=0.01)',metrics=['accuracy']$$,
madlib(# $$loss='categorical_crossentropy',optimizer='Adam(lr=0.001)',metrics=['accuracy']$$
madlib(# ],
madlib(# ARRAY[ -- fit params
madlib(# $$batch_size=5,epochs=1$$,
madlib(# $$batch_size=10,epochs=1$$
madlib(# ]
madlib(# );
load_model_selection_table
----------------------------
(1 row)
Time: 256.820 ms
```
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