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Deep Learning AMI with Source Code (CUDA 8, Ubuntu)

Product Overview

Comes with deep learning frameworks configured with CUDA 8. Includes Apache MXNet, Caffe, Caffe2, TensorFlow, PyTorch, Theano, CNTK, Torch and Keras.

THIS AMI IS NOT UPDATED ANYMORE. For latest AMI, go to: https://aws.amazon.com/marketplace/pp/B077GCH38C

Release tags/Branches used:
MXNet 0.11.0
TensorFlow 1.3.0
Keras 2.0.8 with TensorFlow as default backend
Keras 1.2.2 (DMLC fork) with MXNet as default backend*
Caffe 1.0
Caffe2 0.8.0 **
CNTK 2.0
Theano 0.9.0
Torch (master branch)
PyTorch 0.2.0
NVidia CUDA 8, cuDNN 5.1 and NVIDIA Driver 375.66

*Keras 1.2.2 is installed in a Conda-managed virtual environment
* *Caffe2 0.8.0 no longer supports g2 instance type

Check out the AMI Developer Guide for how-to guides, detailed release notes and additional resources: http://docs.aws.amazon.com/dlami/latest/devguide/what-is-dlami.html

Version

2.5_Jan2018

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Operating System

Linux/Unix, Ubuntu 16.04

Fulfillment Methods

  • Amazon Machine Image

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