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-rw-r--r--tensorflow/models/rnn/ptb/ptb_word_lm.py6
1 files changed, 3 insertions, 3 deletions
diff --git a/tensorflow/models/rnn/ptb/ptb_word_lm.py b/tensorflow/models/rnn/ptb/ptb_word_lm.py
index 41b67d8b24..78890a4a3e 100644
--- a/tensorflow/models/rnn/ptb/ptb_word_lm.py
+++ b/tensorflow/models/rnn/ptb/ptb_word_lm.py
@@ -129,9 +129,9 @@ class PTBModel(object):
states.append(state)
output = tf.reshape(tf.concat(1, outputs), [-1, size])
- logits = tf.nn.xw_plus_b(output,
- tf.get_variable("softmax_w", [size, vocab_size]),
- tf.get_variable("softmax_b", [vocab_size]))
+ softmax_w = tf.get_variable("softmax_w", [size, vocab_size])
+ softmax_b = tf.get_variable("softmax_b", [vocab_size])
+ logits = tf.matmul(output, softmax_w) + softmax_b
loss = seq2seq.sequence_loss_by_example([logits],
[tf.reshape(self._targets, [-1])],
[tf.ones([batch_size * num_steps])],