avsecz/aws-tensorflow-setup

Install TensorFlow on AWS GPU-instance

Setting up TensorFlow 0.9 with Python 3.5 on AWS GPU-instance

Description

setup-aws-tensorflow.bash installs the following things on the ec2 g2.2xlarge instance running Ubuntu 14.04:

• Required linux packages
• CUDA 7.5
• cuDNN v4
• Anaconda with Python 3.5
• TensorFlow 0.9
• GPU usage tool gpustat

It is based on the blog post: http://max-likelihood.com/2016/06/18/aws-tensorflow-setup/.

Usage

Just run setup_aws_tensorflow.bash on the aws instance:

./setup_aws_tensorflow.bash

aws-tensorflow-setup's Issues

nvidia-smi - NVIDIA-SMI has failed aws-ec2-g2.2xlarge

Installation using the scrip is ok and after reboot i type 'nvidia-smi' and i get the following error:

NVIDIA-SMI has failed because it couldn't communicate with the NVIDIA driver. Make sure that the latest NVIDIA driver is installed and running.

Feature request: python 2.7?

Is there a version of the script that sets up tensorflow 0.10 for python 2.7?

libcudart.so.7.5: No such file or directory

Not working for me I'm afraid.

import tensorflow gives the following error:

ImportError: libcudart.so.7.5: cannot open shared object file: No such file or directory

Below is my code.

# Launch instance

aws ec2 run-instances --image-id ami-fce3c696 --count 1 --instance-type g2.2xlarge --key-name my_aws_key --security-groups my-sg
aws_get_ip
ssh -i ~/.aws/my_aws_key.pem ubuntu@$IPADDRESS

# Install and test everything on the EC2 instance

sudo apt-get update
sudo apt-get install git
git clone https://github.com/barry/aws-tensorflow-setup/
./aws-tensorflow-setup/setup-aws-tensorflow.bash

mkdir tf_test_mnist
cd tf_test_mnist
wget https://raw.githubusercontent.com/tensorflow/tensorflow/master/tensorflow/models/image/mnist/convolutional.py
python convolutional.py

missing 'sudo' at start of command

Hi. You need to prepend "sudo " to the start of lines :

• "bash Anaconda3-4.0.0-Linux-x86_64.sh -b -p /mnt/bin/anaconda3"
• "/mnt/bin/anaconda3/bin/pip install $TF_BINARY_URL"

Thanks for the awesome script!

TensorFlow not installed

Thanks for the awesome script! Although looks like for me nothing was installed past Anaconda installation. I've followed your tutorial and managed to install TensorFlow manually though. See full installation log.

It might be that I've missed something, but I thought I should let you know anyway. Thanks again, the script was of a huge help!

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