Deep Learning AMI (Amazon Linux)

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Deep Learning AMI (Amazon Linux)

Product Overview

Deep Learning AMI comes with popular deep learning frameworks optimized for high performance execution on Amazon EC2 instances. Includes Apache MXNet, TensorFlow, PyTorch, Caffe, Caffe2, Keras, Chainer, CNTK and Theano. The deep learning frameworks are installed in separate virtual environments to provide a reliable and secure execution environment for machine learning practitioners. The Deep Learning AMI also includes Anaconda data science distribution. The Deep Learning AMI is provided at no additional charge to Amazon EC2 users.

Deep Learning frameworks are pre-configured with latest versions of NVIDIA CUDA, cuDNN and Intel acceleration libraries for high performance across Amazon EC2 instances such as EC2 P3 and C5 instances.

Deep Learning frameworks (with CUDA 9.0 and cuDNN 7.0.5):
Apache MXNet 1.1 with Gluon (+ Intel MKL)
TensorFlow 1.8 (+ Intel MKL-DNN)
Caffe2 0.8.1
PyTorch 0.4.0 (+ MKL)
Chainer 4.0 (+ Intel iDeep)
CNTK 2.5.1 (+ MKL-DNN)
Theano 1.0.1
Keras 1.2.2 and Keras 2.1.6

Caffe 1.0 with CUDA 8 and cuDNN 6

Deep Learning AMI also comes with model debugging and hosting capabilities:
MXNet Model Server 0.1
TensorFlow Serving 1.6.0
TensorBoard 1.7.0

GPU Drivers: NVIDIA Driver 384.111

Get started with running your deep learning code in minutes:
Check Deep Learning AMI developer guide for additional deep learning resources:



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Operating System

Linux/Unix, Amazon Linux 2017.09

Fulfillment Methods

  • Amazon Machine Image

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