plugin intel products & technologies · accelerate deep learning model design, training and...
TRANSCRIPT
PlugIn – Intel Products & Technologies
Processors
2
Intel® Core™
Intel® Core™ X-Series
8th Gen Intel® Core™ i9
8th Gen Intel® Core™ i7
8th Gen Intel® Core™ i5
8th Gen Intel® Core™ i3
7th Gen Intel® Core™ m3
8th Gen Intel® Core™ vPro™
Intel® Xeon®
•Intel® Xeon® Scalable Processors
•Intel® Xeon® E7 Family
•Intel® Xeon® E5 Family
•Intel® Xeon® E3 Family
•Intel® Xeon® D Processors
Intel® Atom™Intel Atom®
Intel Atom® x7
Intel Atom® x5
Intel Atom® x3
Intel Atom® C
Pentium®
Celeron®
Itanium®
Vision Processing Units
3
Intel® Movidius™ Myriad™ X VPU Intel® Movidius™ Myriad™ 2 VPU
Boards & Kits
Server Motherboards
Intel® NUC Boards & Kits
4
Chipsets
PC Chipsets
Mobile
Desktop
Other Chipsets
Server
Embedded
5
Memory and Storage
Solid State Drives
• Data Center
• Consumer
• Enthusiast
• Professional
• Embedded
6
Intel® Optane™ Technology
Intel® 3D NAND Technology
Thunderbolt™ 3 Technology
Server Products
Intel® Server Boards
Intel® Server Systems and Chassis
Intel® Data Center Blocks
Intel® RAID Products
Accelerators
Intel® Server Management
7
Networking & I/O
8
Ethernet Products
1 Gigabit Intel® Ethernet Network Adapters
10/25/40 Gigabit Intel® Ethernet Network Adapters
Intel® Ethernet Controllers
Intel® Ethernet Optics and Cables
Intel® Ethernet Switch Silicon
Intel® Silicon Photonics Optical Transceivers
Networking & Communication
9
Fabric Products
Intel® Omni-Path Host Fabric Interface Products
Intel® Omni-Path Edge Switch Products
Intel® Omni-Path Director Class Switch Products
Intel® Omni-Path Director Modules
Intel® Omni Path Cable Products
Wireless
Cellular Modems
Intel® Wireless-AC Products
10
Software & Services
Embedded Software
Foundry Services
Intel® Data Center Manager
Intel® HPC Orchestrator
Intel® Lustre* Software
Intel® System Management Software (Server)
Software Development Tools
Intel® System Modeling and Simulation Solutions
Intel® CoFluent™ Technology
Intel® Docea™ Power and Thermal Modeling and Simulation11
Intel Gateways
Home Gateways
Intel® IoT Gateway Products
12
FPGAs
Device Families
IP and Design Tools
Data Center Accelerators
13
TechnologiesFeatured Technologies
Virtual Reality Powered by Intel® Technology
5G Powered by Intel® Technology
Data Center Technologies
Intel® Select Solutions
Intel® Advanced Vector Extensions 512
Trusted Infrastructure
Intel® QuickAssist Technology
Intel® Silicon Photonics
Intel® Rack Scale Design
14
Technologies
Intel® vPro™ Platform Technologies
Intel® vPro™ Platform
Intel® Authenticate Solution
Intel® Data Guard
Intel® Active Management Technology
Intel® Select Solutions
Memory & Networking Technologies
Intel® Optane™ Technology
Intel® 3D NAND Technology
Thunderbolt™ 3 Technology
15
Technologies
Security Technologies
Hardware-Enabled Security
Intel® Online Connect
Intel® Identity Protection Technology
Graphics & Visual Technologies
Intel® Graphics Technology
4K UHD Powered by Intel® Technology
Intel® RealSense™ Technology
16
Devices and Systems
Laptops
2 in 1s
Standard Laptops
Always Connected PCs
Gaming and Media Laptops
Lightweight Notebooks
Mobile Workstations
Chromebooks*
17
Desktops
Towers
Gaming and Media Desktops
All In Ones
Mini PCs
Intel® NUC
Workstations
Thermal Solutions
18
•Intel® Aero Platform for UAVs
•Intel® Falcon™ 8+ System
•Intel Sirius™ Pro System
•Intel® Compute Stick
•Intel® Compute Card
•Cable Modems and Ethernet LAN
•Microservers
Market Ready Solution
Developers
Hardware Developers
Resource & Design Center
Products and Solutions
Industries and Applications
Technologies and Topics
Design Tools and Services
Support and Training
19
Software Developers
Intel® Software Overview
Intel® Developer Zone
SDKs & APIs
Software Development Tools
Documentation
Open Source
Firmware
20@IntelAI
libraries Intel® MKL MKL-DNN Intel® MLSL
Intel® Deep Learning SDKtools
Frameworks
Intel® DAAL
hardwareMemory & Storage
NetworkingCompute
Intel Dist
Mlib BigDL
Intel® Nervana™ Graph*
intel AI portfolioexperiences
Movidius MvTensor
Library
Associative Memory Base
E2E Tool
Lake
Crest
Intel® Computer Vision SDK
Visual Intelligence
*
Movidius Neural Compute Stick
21@IntelAI
Intel® Nervana™ PortfolioCommon Architecture for Machine & Deep Learning
Targeted acceleration
LAKECREST
Higher Performance Machine Learning, General Purpose
Intel® Xeon Phi™ Processors
Breakthrough Deep Learning Inference & Workload Flexibility
Intel® Xeon® Processor +FPGA
Best-in-Class Neural Network Training
Performance
Intel® Xeon® Processor + LakE CREST
Most Widely Deployed Machine Learning Platform (>97%*)
Intel® Xeon® Processors
*Intel® Xeon® processors are used in 97% of servers that are running machine learning workloads today (Source: Intel)
22@IntelAI
Libraries, frameworks & toolsIntel® Math Kernel
Library
Intel® MLSL
Intel® Data
Analytics
Acceleration
Library
(DAAL)
Intel®
Distributio
n
Open
Source
Frameworks
Intel Deep
Learning SDK
Intel® Computer
Vision SDKIntel® MKL MKL-DNN
High Level
Overview
Computation
primitives; high
performance math
primitives granting
low level of control
Computation
primitives; free
open source DNN
functions for high-
velocity integration
with deep learning
frameworks
Communication
primitives; building
blocks to scale deep
learning framework
performance over a
cluster
Broad data analytics
acceleration object
oriented library
supporting distributed
ML at the algorithm
level
Most popular and
fastest growing
language for
machine learning
Toolkits driven by
academia and
industry for training
machine learning
algorithms
Accelerate deep learning model
design, training and deployment
Toolkit to develop &
deploying vision-
oriented solutions
that harness the full
performance of Intel
CPUs and SOC
accelerators
Primary
Audience
Consumed by
developers of
higher level
libraries and
Applications
Consumed by
developers of the
next generation of
deep learning
frameworks
Deep learning framework
developers and optimizers
Wider Data Analytics
and ML audience,
Algorithm level
development for all
stages of data
analytics
Application
Developers and
Data Scientists
Machine Learning
App Developers,
Researchers and
Data Scientists.
Application Developers and Data
Scientists
Developers who
create vision-oriented
solutions
Example
Usage
Framework
developers call
matrix
multiplication,
convolution
functions
New framework
with functions
developers call for
max CPU
performance
Framework
developer calls
functions to distribute
Caffe training
compute across an
Intel® Xeon Phi™
cluster
Call distributed
alternating least
squares algorithm for
a recommendation
system
Call scikit-learn
k-means function
for credit card
fraud detection
Script and train a
convolution neural
network for image
recognition
Deep Learning
training and model
creation, with
optimization for
deployment on
constrained end
device
Use deep learning to
do pedestrian
detection
…
Find out more at software.intel.com/ai