dssm_ws_counts.config

dotproduct x_dot_y()
-user_vecs ident()
--huser lookup(dataname='user', initrange=$initrange, shape=[None, $kfactors])
--hage dnn([$kfactors,$kfactors,$kfactors],activation='tanh',bn=True,keep_prob=.8)
---agelookup embedding()
----age placeholder(tf.float32)
----user placeholder(tf.int32)
--hsex dnn([$kfactors,$kfactors,$kfactors],activation='tanh',bn=True,keep_prob=None)
---sexlookup embedding()
----sex_weights weights('tnorm', [3, $kfactors])
----sexes embedding()
-----sex placeholder(tf.int32)
-----user placeholder(tf.int32)
-item_vecs ident()
--hitem lookup(dataname='item', initrange=$initrange, shape=[None, $kfactors])
--hgenre dnn([$kfactors,$kfactors,$kfactors],activation='tanh',bn=True,keep_prob=None)
---genrelookup embedding()
----genre placeholder(tf.float32)
----item placeholder(tf.int32)
--hcounts dnn([$kfactors,$kfactors,$kfactors],activation='tanh',bn=True,keep_prob=None)
---countslookup embedding()
----docterm placeholder(tf.float32)
----item placeholder(tf.int32)
-ibias lookup(dataname='item', shape=[None, 1], initrange=$initrange)
-ubias lookup(dataname='user', shape=[None, 1], initrange=$initrange)