Tensor Flow

Tensor Flow:

• TensorFlow is an open source software library for numerical computation using data flow graphs.
• Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them.
• Tensor is a generalization of vectors and matrices to potentially higher dimensions.
• Internally, TensorFlow represents tensors as n-dimensional arrays of base datatypes.

Tensorflow installation:

$conda create -n install tensorflow pip python==3.6.5

$activate tensorflow

$pip install --ignore-installed -upgrade tensorflow

$ pip install tensorflow

$ pip install tensorflow==1.8.0

Tensorflow verification:

$ pip list

$ pip show tensorflow

Checking Tensorflow version:

import tensorflow as tf

print(tf.__version__)

output:

1.10.0

Hello world Program in Tensorflow:

import tensorflow as tf

input=tf.constant('Hii This is Subhash')

sess=tf.Session()

print(sess.run(input))

Output:

Hii This is Subhash