(Eager Execution)

(Eager execution) (NumPy ) . , . Session.run() .

, :

x = tf.placeholder(tf.float32, shape=[1, 1])
m = tf.matmul(x, x)

with tf.Session() as sess:
  print(sess.run(m, feed_dict={x: [[2.]]}))

# Will print [[4.]]

(Eager execution) :

x = [[2.]]
m = tf.matmul(x, x)

print(m)

,    GPU         .

• , .

(Eager execution) 1.7 . .

(eager execution) . :

• (User Guides for Korean) (source)
• : (Basic Usages)
• : (Gradients)
• : (Importing Data)

• 2017/10/31: preview . (in TensorFlow 1.5)
• 2017/12/01: :
  SPINN: Stack-augmented Parser-Interpreter Neural Network.
  : README.md
• 2017/03: TensorFlow 1.7 tf.contrib .

TODO

• Example
• gan
• linear_regression
• mnist
• resnet50
• rnn_colorbot
• rnn_ptb
• spinn