Deep Learning AMI (Ubuntu)

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Product Overview

Comes with latest, official binaries of popular deep learning frameworks installed in separate virtual environments. Includes Apache MXNet, TensorFlow, PyTorch, Caffe, Caffe2, Keras, Chainer, CNTK and Theano. Also includes Anaconda Data Science packages. The Deep Learning AMI is provided at no additional charge to Amazon EC2 users.

Frameworks are configured with the latest version of NVidia CUDA that they support.
Frameworks (configured with CUDA 9 and cuDNN 7.0.5):
Apache MXNet 1.1 (with Gluon)
TensorFlow 1.5
Caffe2 0.8.1
PyTorch 0.3.1
Chainer 3.4.0
CNTK 2.4
Theano 1.0
Keras 1.2.2 and Keras 2.1.3

Caffe 1.0 with CUDA 8 and cuDNN 6

AMI also comes with model debugging and hosting capabilities:
MXNet Model Server 0.1
TensorFlow Serving 1.4.0
TensorBoard 1.0.0

GPU Drivers: NVidia Driver 384.111

The deep learning frameworks are pre-configured in separate, Conda-based virtual environments. Get started with running your deep learning code in minutes with our tutorials:



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Operating System

Linux/Unix, Ubuntu 16.04

Fulfillment Methods

  • Amazon Machine Image

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