VALID SAME
区别SAME和VALID
VALID
input = tf.Variable(tf.random_normal([1,5,5,5])) filter = tf.Variable(tf.random_normal([3,3,5,1])) op = tf.nn.conv2d(input, filter, strides=[1, 1, 1, 1], padding='VALID')
输出图形:
.....
.xxx.
.xxx.
.xxx.
.....
SAME
input = tf.Variable(tf.random_normal([1,5,5,5]))
filter = tf.Variable(tf.random_normal([3,3,5,1])) op = tf.nn.conv2d(input, filter, strides=[1, 1, 1, 1], padding='SAME')
xxxxx
xxxxx
xxxxx
xxxxx
xxxxx
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