toluwajosh

"""
An attempt to reuse layers and pretrained weights of models from keras applications
The background to this attempt is here: https://www.tensorflow.org/tutorials/images/transfer_learning
"""
from __future__ import absolute_import, division, print_function

import os

import tensorflow as tf
from tensorflow import keras

toluwajosh

To add the drivers repository to Ubuntu, run the commands below:

sudo add-apt-repository ppa:graphics-drivers/ppa

Update and Install Nvidia Drivers

sudo apt update

sudo apt install nvidia-396

toluwajosh

#!/usr/bin/python
# Futures
from __future__ import unicode_literals
from __future__ import print_function

__author__ = "Joshua Owoyemi"
__brief__  = "A description of the script"
__copyright__ = "Copyright 2018, Project Name"
__credits__ = ["John Doe, Lara Croft"]
__license__ = "None"

toluwajosh

This document describes how to install the combination of 14.04 + CUDA 7.5 + Tensorflow. This combination is the easiest to install without anything like compilation from sources etc.

Download and install Ubuntu 14.04 or 16.04

http://releases.ubuntu.com/14.04/ http://releases.ubuntu.com/16.04/

Install CUDA 8

toluwajosh

sudo apt-get install build-essential
sudo apt-get update
# BLAS → LAPACK → ATLAS → numpy → scipy → Theano
# remove numpy and scipy
sudo apt-get remove python-numpy
sudo apt-get remove python-scipy
# Instalation commands
sudo apt-get install gfortran
sudo apt-get install libopenblas-dev
sudo apt-get install liblapack-dev