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IntelOOP2020/Intel AI.md

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Intel AI Keynote Stephan Gillich Neural network -- how to decide Inception v3 VGG16 Mobilenet Intro Hands-on Guest talk: David Brayford (LRZ) Charliecloud @ LRZ Intel ML frameworks Charliecloud Tutorial / Demo Scikit Learn DevCloud Over-/Previews Parallel Studio Parallelism OpenMP automated OpenVINO (Open Visual Inference and Neural network Optimization)
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Intel AI

Keynote Stephan Gillich

Why AI? AI evolving Development steps Sol3 Deployment Sol4 Acceleration AI Journey AI Software AI SW AI Community Community Optimized Frameworks/Toolkits DL Framework

DL Boost

Optimized deep learning frameworks

Neural network -- how to decide

Inception v3

Inception v3

VGG16

VGG16

Mobilenet

Mobilenet

Intro

Current hardware: Cascade Lake

DevCloud

Hands-on

Individually assigned IP-address for each participant for hands-on ...

get Intel-optimized TensorFlow

ipynb2: 299,299,64

Batch: bigger = faster but potentially less accurate (Paper)

Guest talk: David Brayford (LRZ) Charliecloud @ LRZ

OpenHPC

Intel ML frameworks

Charliecloud

3dGAN

Tutorial / Demo

Tools available convert Docker to

Charliecloud commands

Scikit Learn

scikit learn DAAL4py DAAL4py k-means k-means MKL for numpy numpy MKL scikit learn MKL perf Kernel PCA KPCA

DevCloud

software.intel.com/edge

Over-/Previews

Parallel Studio

ParStudio

Parallelism

Levels Par

OpenMP automated

OpenMP

OpenVINO (Open Visual Inference and Neural network Optimization)

OpenVINO