TensorFlow MNIST Sample

TensorFlow Install

Anaconda Installation

• anaconda3-4.1.0
• TensorFlow 0.10

$ pyenv install anaconda3-4.1.0
$ conda create -n tensorflow python=3.5

$ source activate tensorflow
# $ source deactivate

$ conda install -c conda-forge tensorflow

Docker Installation

• TensorFlow 0.10

$ docker run -it -p 8888:8888 gcr.io/tensorflow/tensorflow

MNIST ML Sample

Command

$ python tensorflow/examples/tutorials/mnist/fully_connected_feed.py

Results

Training Data Eval:
  Num examples: 55000  Num correct: 49480  Precision @ 1: 0.8996
Validation Data Eval:
  Num examples: 5000  Num correct: 4521  Precision @ 1: 0.9042
Test Data Eval:
  Num examples: 10000  Num correct: 9059  Precision @ 1: 0.9059

TensolBoard Sample

Command

$ tensorboard --logdir=/xxxx/xxxx/ts_mnist_sample/data

Results

Starting TensorBoard on port 6006
(You can navigate to http://0.0.0.0:6006)