Comments (3)
The keep_prob
is a hyperparameter, meaning you have to find the best value and store into that variable.
tf.placeholder
is simply a variable.
There is no such thing as 0.7 being the default parameter.
Later in the same file, you can see we're setting 0.7 to that placeholder in fact.
for i in range(total_batch):
batch_xs, batch_ys = mnist.train.next_batch(batch_size)
# Set keep_prob to 0.7
feed_dict = {X: batch_xs, Y: batch_ys, keep_prob: 0.7}
c, _ = sess.run([cost, optimizer], feed_dict=feed_dict)
avg_cost += c / total_batch
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