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File: /home/infovistar/public_html/application/controllers/tensorflow/Tensorflow.php
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File: /home/infovistar/public_html/application/controllers/tensorflow/Tensorflow.php
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File: /home/infovistar/public_html/application/controllers/tensorflow/Tensorflow.php
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File: /home/infovistar/public_html/application/controllers/tensorflow/Tensorflow.php
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TensorFlow Useful Functions
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TensorFlow Useful Functions

TensorFlow Useful Functions

Following are some mathematical functions that are useful for manupilating the tensor

  • tensorflow.add(a, b)
  • tensorflow.substract(a, b)
  • tensorflow.multiply(a, b)
  • tensorflow.div(a, b)
  • tensorflow.pow(a, b)
  • tensorflow.exp(a)
  • tensorflow.sqrt(a)
import tensorflow as tf  
  
x = tf.constant([2.0], dtype = tf.float32)  
tensor_a = tf.constant([[1,2]], dtype = tf.int32)  
tensor_b = tf.constant([[3, 4]], dtype = tf.int32)  
  
#Sqaure Root  
print(tf.sqrt(x))  
#Exponential  
print(tf.exp(x))  
#Power  
print(tf.pow(x,x))  
#Add  
tensor_add = tf.add(tensor_a, tensor_b)  
print(tensor_add)  
#Substarct  
tensor_sub = tf.subtract(tensor_a, tensor_b)  
print(tensor_sub)  
#Multiply  
tensor_mul = tf.multiply(tensor_a, tensor_b)  
print(tensor_mul)  
#Divide  
tensor_div = tf.div(tensor_a, tensor_b)  
print(tensor_div)

The above code, demonstartes the use of all the above mentioned TensorFlow function0.