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LINARO CONNECT 23
HKG18
George Grey, Linaro CEO
Welcome
● Joining Linaro as a Core Member
● Major Chinese Global IT Supplier
● China GCC Board Member
● 100+ companies, 14 listed
● 130,000 employees
China Electronics Corporation (CEC)
Welcome
● Joining Linaro as a LITE
Member
● 96Boards SC Appointment
● LITE Group Associate
Engineering Highlights - a few of many
IOTL/Tiny Linux
Zephyr
Rosefinch 7100
NB-IoT Chip
Linaro Value
Unique Company where competitors in the Arm Ecosystem can
collaborate on Open Source projects of benefit to all
Over 300 engineers from companies across the world working together
in over 70 Open Source Projects
Some of our work ...
I skate to where the puck is going
to be, not where it has been
Wayne Gretzky
Our world is changing
Unprecedented Connectivity
Increasing Product Complexity
Data Everywhere - Cloud, Edge, Device
5G
Building Products with Linux
Last stable Linux kernel 4.15.10 Mar 2018
Most recent LTS kernel 4.14 Nov 2017 first release
SoC BSP #1 4.4 Jan 2016 first release
SoC BSP #2 3.18 Dec 2014 first release
Oldest current LTS kernel 3.2 Jan 2012 first release
How About Security?
Latest kernel software (upstream)
Has the latest security features
Gets security patches first
Supports the most hardware
LTS kernels get key patches backported
A Real (Embedded) Kernel
SoC BSP kernel (say 3.18)
SoC vendor code (inc. blobs)
Dev Board vendor code
End Product kernel changes
Updated LTS patches
SoC vendor updates
Final “Product Kernel” patches
Tested
Product
Kernel
“Based on Linux”
3.18 is about 150,000 patches behind upstream
Expect 100K-1M+ lines of “vendor code”
The result is a completely custom kernel
An industrial or automotive product lifetime is 10+ years
High lifetime maintenance costs
Delays to security updates
A Not Uncommon Example
2017 Model Car
IVI System with Bluetooth uses kernel version 3.1.10
Released January 18th 2012
We Can Do Better
Is LTS still the best approach?
If the best software is the latest software why can’t we use it?
The development cycle is too long
Certification and Compliance
Risks of making changes late in the process
And, unless it’s an enterprise SoC, users don’t have the option
Could we solve this?
Start with the latest (upstream) software
Design for continuous updates through the product lifetime
Use CI with use case and regression testing
Security updates, bug fixes and new features
Deliver more secure products at lower cost
What do we need to do?
Support new SoCs upstream
Improve CI testing - starting with the Kernel
Build better and better functional & regression tests
Test upstream - nothing else scales
Test in minutes, not hours or days
SoC Vendors
Every vendor should have an upstream focused team
Linaro can help
Reference Development Builds staging to upstream (like ERP)
Developer Services and Landing teams to help your engineers
Ecosystem Development
Machine Intelligence
Autonomous Vehicles
Machine
Intelligence
Early Market Adoption
AI/ML software is largely open source software
Algorithms & hardware IP are proprietary
Need to interface hardware IP to AI/ML frameworks
We need developer platforms for Datacenter, Edge & Fog
High performance, low power
Linaro Machine Intelligence Project
Provide best in class Deep Learning performance by
leveraging Neural Network acceleration in IP and
SoCs from the Arm ecosystem, through collaboration
on the most widely adopted AI/ML software
frameworks and libraries
96Boards
DragonBoard 820C
DragonBoard 820C
● Uses Snapdragon 820E
○ Quad core Kryo CPU
○ 96Boards CE Extended Version
○ 3GB LPDDR4 RAM
○ 32GB UFS Flash
○ WLAN 802.11ac, Bluetooth 4.2, GPS
○ GBit Ethernet, USB 2.0/3.0
○ HDMI 4K@60fps
○ mini-PCIe
● CPU, Adreno 530 GPU and Hexagon 680 DSP
○ Heterogeneous processing
○ Linux developer support later in 2018
● Now shipping to developers
● Plan to support 96Boards.ai
Built by Arrow
96Boards Manufacturing Partner
96Boards.ai
Announcing 96Boards.ai
Hardware for AI/ML Developers
96Boards.ai
Synquacer SC2A11
Socionext Synquacer + Gyrfalcon Lightspeeur
Synquacer SC2A11
• A53@1GHz x24, 5W
96Boards EE Card
• microATX format
• up to 64GB RAM
• SATA, GBE
• DeveloperBox
Gyrfalcon Lightspeeur
• Neural Compute
• 28K cores/chip
• 9.3TOPS/W
• 8 chips on PCIe card
Demo - Object Recognition in Multiple
Simultaneous Video Streams
96Boards.ai
HiKey970
HKG18-100K1 - George Grey: Opening Keynote
First Super Edge AI Computing Platform with NPU
HiKey 970
● Huawei HiAI SDK
○ Up to 25x Performance
○ Up to 50x Power Efficiency
● Dedicated Neural-network Processing
Unit (NPU)
● Heterogeneous Resource
Management
Huawei HiAI SDK Empowers Developers
Huawei HiAI SDK provides AI compute libraries and APIs which enable developers to easily and effectively
develop new AI applications instead of focusing on performance tuning on edge devices
Tool Chain Documentation Rich set of APIs Easy-to-use Source Code
Caffe, TensorFlow,
TensorFlow Lite,
Huawei HiAI SDK,
Android NN
99
Android Studio plug-ins
Compile Tool
Sparsifying tool
Code auto-generated
Error code reporting
FAQ
Open classes
Sample code & docs
More FAE
Caffe, TensorFlow
42
Command Line
User Manual
Source Code
FAE
Framework
Tools
Documentation
And Support
Operators
HiAI SDK V100 HiAI SDK V150
HiKey970 Empowers More Product Lines
Popular AI Stacks Mainstream OS More Hardware
Interfaces
High Performance
Compute
96Boards.ai
Xilinx Ultra96
HKG18-100K1 - George Grey: Opening Keynote
HKG18-100K1 - George Grey: Opening Keynote
HKG18-100K1 - George Grey: Opening Keynote
Demo - Ultra96 Live HDMI Feed
ultra96.org
96Boards.ai
Vamrs ROCK960
Introducing ROCK960 - AI Ready Platform
Empower your intelligence
Designed and
Built by VAMRS
96Boards Manufacturing Partner
www.96rocks.com
ROCK960
*PRO version Release Q2 - see www.96rocks.com/blog
● RK3399PRO CPU Complex*
○ 2x Cortex-A72 2GHz
○ 4x Cortex-A53 1.5GHz
○ Mali-T860-4
○ Up to 4GB RAM
● Dedicated NPU
○ Up to 2.4 TOPs
● High Speed Interfaces
○ USB 3.0
○ mini-PCIe
○ 802.11ac WIFI
ROCK960 - Enterprise Edition (Release Q2)
● RK3399PRO CPU Complex
○ Up to 8GB RAM
● Dedicated NPU
○ Up to 2.4 TOPs
● High Speed Interfaces
○ USB 3.0 x3, USB 2.0 x5
○ PCIe 2.1 x16 slot
○ Dual SATA 3.0, RAID 0/1
○ GBE, 802.11ac WIFI
○ HDMI 2.0/eDP 4K @ 60Hz
○ Dual MIPI CSI
● Remote Management
○ 4G LTE
○ Management Port
ROCK960 & Open AI Lab
Open AID on ROCK960
Open AID simplifies the application
development of Vision and Speech
on the edge. It brings Domain
Libraries for Vision and Speech
inferences along with a unified API
for developers, Tengine with
improved DL frameworks on Caffe,
MXNet and TensorFlow for
inference, and Heterogeneous
Computing Library (HCL) for
optimized Arm CPU and Mali GPU
utilization
WHITE PAPER
HKG18-100K1 - George Grey: Opening Keynote
96Boards.ai
Socionext Synquacer EE with Gyrfalcon PCIe AI accelerator
HiKey970 CE Extended
Xilinx Ultra96 CE
Vamrs ROCK960 CE and EE
Arrow Qualcomm DragonBoard820C CE Extended*
* Support planned 2018 H2
Automotive
Linaro Autonomous Vehicle Project
Accelerate the Arm ecosystem in autonomous
vehicle control by defining, adopting, improving
and promoting open software platforms and
scalable software architecture suitable for cars,
other vehicles, robotics & drones
Where is the puck going to … 2021-2025
Where is the puck going to … 2021-2025
Compute
Complex
Cortex A
+ AI/ML HW
Safety & Control
Complex
Cortex R
Sensor
Fusion
Peripheral
Interfaces
Display
Storage
Networking
Architecting an Open Platform
Identify key open source technologies
Involve the OEMs/Tier I & II vendors
Build working Proof of Concept on commodity hardware
Boards, Software and Simulators/Cars
Iterate architecture and components
Enable substitution of proprietary technologies
Architecting a Platform
Secure, Trusted Firmware
Certified uKernel/L1 Hypervisor
Secure, OTA Updatable minimal Linux
Certified
Safety
RTOS
OTA Managed Containers
IVI • L5 Autonomy
Sensor Fusion • AI/ML Inference
Kernkonzept L4RE microkernel • ACRN
Certifiable Zephyr
Open Source Foundries Linux microPlatform
Uptane • TUF
AGL
OSRF ROS 2.0 • Gazebo
PX4 Autopilot
Tier IV Autoware • Baidu Apollo
Streetdrone Autonomous EV
Evaluating PoC Components
Please Collaborate, and Enjoy HKG18

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HKG18-100K1 - George Grey: Opening Keynote

  • 2. Welcome ● Joining Linaro as a Core Member ● Major Chinese Global IT Supplier ● China GCC Board Member ● 100+ companies, 14 listed ● 130,000 employees China Electronics Corporation (CEC)
  • 3. Welcome ● Joining Linaro as a LITE Member ● 96Boards SC Appointment ● LITE Group Associate
  • 4. Engineering Highlights - a few of many IOTL/Tiny Linux
  • 6. Linaro Value Unique Company where competitors in the Arm Ecosystem can collaborate on Open Source projects of benefit to all Over 300 engineers from companies across the world working together in over 70 Open Source Projects
  • 7. Some of our work ...
  • 8. I skate to where the puck is going to be, not where it has been Wayne Gretzky
  • 9. Our world is changing Unprecedented Connectivity Increasing Product Complexity Data Everywhere - Cloud, Edge, Device 5G
  • 10. Building Products with Linux Last stable Linux kernel 4.15.10 Mar 2018 Most recent LTS kernel 4.14 Nov 2017 first release SoC BSP #1 4.4 Jan 2016 first release SoC BSP #2 3.18 Dec 2014 first release Oldest current LTS kernel 3.2 Jan 2012 first release
  • 11. How About Security? Latest kernel software (upstream) Has the latest security features Gets security patches first Supports the most hardware LTS kernels get key patches backported
  • 12. A Real (Embedded) Kernel SoC BSP kernel (say 3.18) SoC vendor code (inc. blobs) Dev Board vendor code End Product kernel changes Updated LTS patches SoC vendor updates Final “Product Kernel” patches Tested Product Kernel
  • 13. “Based on Linux” 3.18 is about 150,000 patches behind upstream Expect 100K-1M+ lines of “vendor code” The result is a completely custom kernel An industrial or automotive product lifetime is 10+ years High lifetime maintenance costs Delays to security updates
  • 14. A Not Uncommon Example 2017 Model Car IVI System with Bluetooth uses kernel version 3.1.10 Released January 18th 2012
  • 15. We Can Do Better Is LTS still the best approach? If the best software is the latest software why can’t we use it? The development cycle is too long Certification and Compliance Risks of making changes late in the process And, unless it’s an enterprise SoC, users don’t have the option
  • 16. Could we solve this? Start with the latest (upstream) software Design for continuous updates through the product lifetime Use CI with use case and regression testing Security updates, bug fixes and new features Deliver more secure products at lower cost
  • 17. What do we need to do? Support new SoCs upstream Improve CI testing - starting with the Kernel Build better and better functional & regression tests Test upstream - nothing else scales Test in minutes, not hours or days
  • 18. SoC Vendors Every vendor should have an upstream focused team Linaro can help Reference Development Builds staging to upstream (like ERP) Developer Services and Landing teams to help your engineers
  • 21. Early Market Adoption AI/ML software is largely open source software Algorithms & hardware IP are proprietary Need to interface hardware IP to AI/ML frameworks We need developer platforms for Datacenter, Edge & Fog High performance, low power
  • 22. Linaro Machine Intelligence Project Provide best in class Deep Learning performance by leveraging Neural Network acceleration in IP and SoCs from the Arm ecosystem, through collaboration on the most widely adopted AI/ML software frameworks and libraries
  • 24. DragonBoard 820C ● Uses Snapdragon 820E ○ Quad core Kryo CPU ○ 96Boards CE Extended Version ○ 3GB LPDDR4 RAM ○ 32GB UFS Flash ○ WLAN 802.11ac, Bluetooth 4.2, GPS ○ GBit Ethernet, USB 2.0/3.0 ○ HDMI 4K@60fps ○ mini-PCIe ● CPU, Adreno 530 GPU and Hexagon 680 DSP ○ Heterogeneous processing ○ Linux developer support later in 2018 ● Now shipping to developers ● Plan to support 96Boards.ai Built by Arrow 96Boards Manufacturing Partner
  • 27. Socionext Synquacer + Gyrfalcon Lightspeeur Synquacer SC2A11 • A53@1GHz x24, 5W 96Boards EE Card • microATX format • up to 64GB RAM • SATA, GBE • DeveloperBox Gyrfalcon Lightspeeur • Neural Compute • 28K cores/chip • 9.3TOPS/W • 8 chips on PCIe card
  • 28. Demo - Object Recognition in Multiple Simultaneous Video Streams
  • 31. First Super Edge AI Computing Platform with NPU HiKey 970 ● Huawei HiAI SDK ○ Up to 25x Performance ○ Up to 50x Power Efficiency ● Dedicated Neural-network Processing Unit (NPU) ● Heterogeneous Resource Management
  • 32. Huawei HiAI SDK Empowers Developers Huawei HiAI SDK provides AI compute libraries and APIs which enable developers to easily and effectively develop new AI applications instead of focusing on performance tuning on edge devices Tool Chain Documentation Rich set of APIs Easy-to-use Source Code
  • 33. Caffe, TensorFlow, TensorFlow Lite, Huawei HiAI SDK, Android NN 99 Android Studio plug-ins Compile Tool Sparsifying tool Code auto-generated Error code reporting FAQ Open classes Sample code & docs More FAE Caffe, TensorFlow 42 Command Line User Manual Source Code FAE Framework Tools Documentation And Support Operators HiAI SDK V100 HiAI SDK V150
  • 34. HiKey970 Empowers More Product Lines Popular AI Stacks Mainstream OS More Hardware Interfaces High Performance Compute
  • 39. Demo - Ultra96 Live HDMI Feed ultra96.org
  • 41. Introducing ROCK960 - AI Ready Platform Empower your intelligence Designed and Built by VAMRS 96Boards Manufacturing Partner www.96rocks.com
  • 42. ROCK960 *PRO version Release Q2 - see www.96rocks.com/blog ● RK3399PRO CPU Complex* ○ 2x Cortex-A72 2GHz ○ 4x Cortex-A53 1.5GHz ○ Mali-T860-4 ○ Up to 4GB RAM ● Dedicated NPU ○ Up to 2.4 TOPs ● High Speed Interfaces ○ USB 3.0 ○ mini-PCIe ○ 802.11ac WIFI
  • 43. ROCK960 - Enterprise Edition (Release Q2) ● RK3399PRO CPU Complex ○ Up to 8GB RAM ● Dedicated NPU ○ Up to 2.4 TOPs ● High Speed Interfaces ○ USB 3.0 x3, USB 2.0 x5 ○ PCIe 2.1 x16 slot ○ Dual SATA 3.0, RAID 0/1 ○ GBE, 802.11ac WIFI ○ HDMI 2.0/eDP 4K @ 60Hz ○ Dual MIPI CSI ● Remote Management ○ 4G LTE ○ Management Port
  • 44. ROCK960 & Open AI Lab Open AID on ROCK960 Open AID simplifies the application development of Vision and Speech on the edge. It brings Domain Libraries for Vision and Speech inferences along with a unified API for developers, Tengine with improved DL frameworks on Caffe, MXNet and TensorFlow for inference, and Heterogeneous Computing Library (HCL) for optimized Arm CPU and Mali GPU utilization WHITE PAPER
  • 46. 96Boards.ai Socionext Synquacer EE with Gyrfalcon PCIe AI accelerator HiKey970 CE Extended Xilinx Ultra96 CE Vamrs ROCK960 CE and EE Arrow Qualcomm DragonBoard820C CE Extended* * Support planned 2018 H2
  • 48. Linaro Autonomous Vehicle Project Accelerate the Arm ecosystem in autonomous vehicle control by defining, adopting, improving and promoting open software platforms and scalable software architecture suitable for cars, other vehicles, robotics & drones
  • 49. Where is the puck going to … 2021-2025
  • 50. Where is the puck going to … 2021-2025 Compute Complex Cortex A + AI/ML HW Safety & Control Complex Cortex R Sensor Fusion Peripheral Interfaces Display Storage Networking
  • 51. Architecting an Open Platform Identify key open source technologies Involve the OEMs/Tier I & II vendors Build working Proof of Concept on commodity hardware Boards, Software and Simulators/Cars Iterate architecture and components Enable substitution of proprietary technologies
  • 52. Architecting a Platform Secure, Trusted Firmware Certified uKernel/L1 Hypervisor Secure, OTA Updatable minimal Linux Certified Safety RTOS OTA Managed Containers IVI • L5 Autonomy Sensor Fusion • AI/ML Inference
  • 53. Kernkonzept L4RE microkernel • ACRN Certifiable Zephyr Open Source Foundries Linux microPlatform Uptane • TUF AGL OSRF ROS 2.0 • Gazebo PX4 Autopilot Tier IV Autoware • Baidu Apollo Streetdrone Autonomous EV Evaluating PoC Components
  • 54. Please Collaborate, and Enjoy HKG18