2019 Arm Limited March 2019

Project Trillium: Arm’s ML Computing Platform

IoT/M2M 2019 APR

2 2019 Arm Limited

MLの普及によりスケーラビリティが求められるプラットフォーム

3 2019 Arm Limited

Project Trillium: ARM MLコンピューティングプラットフォーム

Armv8 SVE

Arm Hardware IP for AI/ML

AI/ML Applications, Algorithms and Frameworks

CPU GPUHardwareProducts

SoftwareProducts

Ecosystem

Software Libraries Optimized for Arm Hardware

NPU and ODP

Machine Learning(ML)Object Detection(OD)

processors

Object Detection Libraries CMSIS-NN

DSPs, FPGAs,

Accelerators

Partner IP

Android NNAPI

Armv8 SVE

4 2019 Arm Limited

進化を続けるCPUアーキテクチャー

https://www.youtube.com/watch?time_continue=16&v=qPGTP_ZxDyY

Arm Helium technology

6 2019 Arm Limited

Arm NN SDK/CSMIS NN ダウンロード開始

CMSIS-NNBSD License

https://github.com/ARM-software/CMSIS_5

ML primitives for Cortex-M CPUs

7 2019 Arm Limited

実績のある統合開発環境

AnalyzeStreamline performance anlyzer

• Profile CPUs and Mali GPUs

• Timeline

• HW Counters

• OpenCL visualizer

DebugMali Graphics Debugger

• API Trace & Debug

• Vulkan, OpenGL ES, OpenCL

• Debug and improve performance at frame level

OptimizeMali Offline Compiler

• Analyze shader performance

• Command line tool

• Number of cycles

• Registers utilization

8 2019 Arm Limited

業界ベストの開発環境

• 業界で唯一のARMIPのタイミング精度モデル

• 高速動作可能な機能再現モデル

• LLVMコンパイラ採用

9 2019 Arm Limited

1000社を超えるエコシステム パートナー

1010

Thank YouDankeMerci谢谢ありがとうGraciasKiitos감사합니다धन्यवादתודה

2019 Arm Limited

1111

The Arm trademarks featured in this presentation are registered trademarks or trademarks of Arm Limited (or its subsidiaries) in the US and/or elsewhere. All rights reserved. All other marks featured may be trademarks of their respective owners.

www.arm.com/company/policies/trademarks

2019 Arm Limited