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Microsoft Ignite! AI ソリューションアップデート
- 6. NC6 NC12 NC24 NC24r
Cores 6 12 24 24
GPU
1 K80 GPU
(1/2 Physical
Card)
2 K80 GPUs
(1 Physical Card)
4 K80 GPUs
(2 Physical
Cards)
4 K80 GPUs
(2 Physical
Cards)
Memory 56 GB 112 GB 224 GB 224 GB
Disk ~380 GB SSD ~680 GB SSD ~1.5 TB SSD ~1.5 TB SSD
Network Azure Network Azure Network Azure Network InfiniBand
- 7. NC6s_v2 NC12s_v2 NC24s_v2 NC24rs_v2
Cores 6 12 24 24
GPU 1 x P100 GPU 2 x P100 GPU 4 x P100 GPU 4 x P100 GPU
Memory 112 GB 224 GB 448 GB 448 GB
Disk ~700 GB SSD ~1.4 TB SSD ~3 TB SSD ~3 TB SSD
Network Azure Network Azure Network Azure Network InfiniBand
- 8. ND6s ND12s ND24s ND24rs
Cores 6 12 24 24
GPU 1 x P40 2 x P40 4 x P40 4 x P40
Memory 112 GB 224 GB 448 GB 448 GB
Disk ~700 GB SSD ~1.4 TB SSD ~3 TB SSD ~3 TB SSD
Network Azure Network Azure Network Azure Network InfiniBand
- 9. -
1,000
2,000
3,000
4,000
1 2 3 4 5 6 7 8
Throughput(images/second)
Batch Size
Series2
Series1
21x Speedup
GPU: Ubuntu 14.04.5, Tensor RT 2.1, CUDA 8.0.42, cuDNN 6.0.5; precision FP32 (K80), INT8 (P40 GPU).
ResNet-50
Optimize performance with TensorRT and reduced precision
- 11. 開発者による AI の採用促進 (API化)
ハイブリッドトレーニングとスコアリング
シナリオの台頭
イベント発生場所でのスコアリング/推論の
実施
(エッジ、クラウド、オンプレミス)
一部の開発者が
Data Scientist /AI Developer を目指す
多様なハードウェアの進化
(CPU/GPU/FPGA/ASIC/デバイス)
データ準備
モデルの展開と管理
モデル系統と監査
モデルについての説明責
任
課 題主 要 動 向
- 12. Notebooks
IDEs
Azure Machine Learning
Workbench
VS Code Tools for AI
実験および
モデル管理サービス
AZURE MACHINE
LEARNING SERVICES
Spark
SQL Server
Virtual machines
GPUs
Container services
SQL Server
Machine Learning
Server
ON-PREMISES
EDGE Azure IoT Edge
TRAIN & DEPLOY
OPTIONS
AZURE
- 20. © 2016 Microsoft Corporation. All rights reserved. Microsoft, Windows, Windows Vista and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries.
The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a
commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation.
MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
Notes de l'éditeur
- 4
- © 2016 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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