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Deep Learning AMI (Ubuntu)

Sold by: Latest Version: 12.0
Linux/Unix
Linux/Unix

Product Overview

Deep Learning AMI comes with popular deep learning frameworks optimized for high performance on Amazon EC2 instances. Includes Apache MXNet, TensorFlow, PyTorch, Caffe, Caffe2, Keras, Chainer, CNTK and Theano. The deep learning frameworks are installed in Conda environments to provide a reliable an isolated 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 P3 and C5.
Deep Learning frameworks (with CUDA 8.0, 9.0, 9.1, 9.2 and cuDNN 7.1.4):

Apache MXNet 1.2.1. with Gluon (+ Intel MKL, + ONNX)
TensorFlow 1.9 (+ Intel MKL-DNN) + Horovod
Caffe2 0.8.1
PyTorch 0.4.0 (+ MKL, + ONNX)
Chainer 4.2 (+ Intel iDeep, + ONNX)
CNTK 2.5.1 (+ MKL-DNN, + ONNX)
Theano 1.0.1
Keras 2.2.0
Caffe 1.0 with CUDA 8 and cuDNN 6

Deep Learning AMI also comes with model debugging and hosting capabilities:
MXNet Model Server 0.4
TensorFlow Serving 1.9.0
TensorBoard 1.9.0

GPU Drivers: NVIDIA Driver 396.37
Get started with running your deep learning code in minutes: https://docs.aws.amazon.com/dlami/latest/devguide/tutorial-conda.html
Check Deep Learning AMI developer guide for additional deep learning resources: http://docs.aws.amazon.com/dlami/latest/devguide/what-is-dlami.html

Version

12.0

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Operating System

Linux/Unix, Ubuntu 16.04

Fulfillment Methods

  • Amazon Machine Image

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