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In word2vec_basic, word2vec_simple
from tf.nn.nce_loss(nce_weights, nce_biases, embed, train_labels, num_sampled, vocabulary_size))
to tf.nn.nce_loss(nce_weights, nce_biases, train_labels, embed, num_sampled, vocabulary_size))
from summary_writer = tf.train.SummaryWriter('/tmp/tf_logs/word2vec', graph=sess.graph)
to summary_writer = tf.summary.FileWriter('/tmp/tf_logs/word2vec', graph=sess.graph)
from tf.initialize_all_variables().run()
to sess.run(tf.initialize_all_variables())