logo

TensorFlow | creating tensors with tf.random.uniform method

TensorFlow tf.random.uniform()

  • This code snippet is using TensorFlow2.0, if you are using earlier versions of TensorFlow than enable execution to run the code.
  • tf.random.uniform outputs random values from a uniform distribution, below is the code snippet for creating tensors with tf.random.uniform 

    • 
import tensorflow as tf

print(tf.__version__)

#Create tesnors with tf.random.uniform
t1 = tf.random.uniform(shape=[2,2], minval=3, maxval=5)
t2 = tf.random.uniform(shape=[2,2], minval=3, maxval=5)
t3 = tf.random.uniform(shape=[2,2], minval=3, maxval=5)

#Print tensors 
print(t1)
print(t2)
print(t3)

'''Output
2.0.0
tf.Tensor(
[[4.784299  4.9365463]
  [4.268998  3.4459221]], shape=(2, 2), dtype=float32)
tf.Tensor(
[[4.1602364 3.096851 ]
  [3.9481657 4.0731587]], shape=(2, 2), dtype=float32)
tf.Tensor(
[[4.9078665 3.6844041]
  [4.861025  4.822523 ]], shape=(2, 2), dtype=float32)
'''
    Follow US on Twitter: