Project Trillium: Arm’s ML Computing Platform...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

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

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2019 Arm Limited