tensorflow - How to understand constructor of tf.FIFOQueue? -


i have written code, can't explain well.

the first code:

import tensorflow tf  f = tf.fifoqueue(10, [tf.int32, tf.int32]) en = f.enqueue([[1,2],[3,4]]) de = f.dequeue() tf.session() sess:     en.run()     x = sess.run(de)     print(x) 

i define element of queue tuple of tensor, when enqueue [[1,2],[3,4]], works , output [array([1, 2]), array([3, 4])].

but second code, can't understand.

import tensorflow tf  f = tf.fifoqueue(10, [tf.int32]) en = f.enqueue([1,2,3,4]) de = f.dequeue() tf.session() sess:     en.run()     x = sess.run(de)     print(x) 

according first code, think output [array(1, 2, 3, 4)], in fact, output 1. how explain second code?

if change arguments in enqueue operation of second code to:

en = f.enqueue([[1,2,3,4]]) 

you have results supposed.

you can use shape argument in constructor of tf.fifoqueue more definiteness. example if change code as:

import tensorflow tf  f = tf.fifoqueue(10, [tf.int32], shapes = [4]) en = f.enqueue([1,2,3,4]) de = f.dequeue() tf.session() sess:     en.run()     x = sess.run(de)     print(x) 

you receive error on f.enqueue operation.

but if use this:

import tensorflow tf  f = tf.fifoqueue(10, [tf.int32], shapes = [4]) en = f.enqueue([[1,2,3,4]]) de = f.dequeue() tf.session() sess:     en.run()     x = sess.run(de)     print(x) 

you have no errors.


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