Microsoft AI Solution Update / DLL community Update

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  1. 1.
  2. 2. GitHub
  3. 3. Agents, Applications & Solutions
  4. 4. 11 Amazon Azure Google IDCF Sakura Gen Kepler Volta Kepler Pascal Volta Kepler Pascal Pascal Pascal GPU K80 x 1 V100 x 1 K80 x 1 P40 x 1 P100 x 1 V100 x 1 K80 x 1 P100 x 1 P100 x 1 P100 x 1 CPU Core 4 8 6 6 12/1- *** *** 56 8 RAM 61GB 61GB 56GB 112GB 12/1- *** *** 256GB 128GB Cost / Hour $0.9 $3.06 $0.9 $2.07 12/1- $0.45 $1.46 $3.94 $3.19 https://azure.microsoft.com/ja-jp/pricing/details/batch/
  5. 5. InfiniBand 128 GPU 100 XTREME DESIGN MN 10 1 10 100 1 2 4 8 16 32 64 128 Azure GPU
  6. 6. Azure DSVM VM NVIDIA Library Chainer 3.0.0rc1 / Cupy 2.0.0rc1 DSVM ChainerCV/ChainerRL Ubuntu/Windows Jupyter notebook https://azuremarketplace.microsoft.com/en-us/marketplace/apps/microsoft-ads.dsvm-deep-learning
  7. 7. https://azure.microsoft.com/ja-jp/services/batch-ai/ Clusters Provision GPUs Install drivers and software Interactive use Scheduling Queue work Prioritize jobs Start MPI Monitor Handle failures Data Scale access to training data Output logs & models Secure & compliant Cost Scale up and down Share reserved instances Low priority Workflow Choose efficient hardware Tooling integration Laptop to cloud
  8. 8. Apps + insights Social LOB Graph IoT Image CRM INGEST STORE PREP & TRAIN MODEL & SERVE Data orchestration and monitoring Data lake and storage Hadoop/Spark/SQL and ML . IoT Azure Machine Learning
  9. 9. Azure Machine Learning Workbench VM (CPU/GPU) Spark Container Services SQL Server ML Server ON-PREMISES EDGE Azure IoT Edge AZURE
  10. 10. Azure Machine Learning VS Code Python, Jupyter Notbook, Git VS Code
  11. 11. Azure ( ISO 27017 ) ISO 27018HIPAAFedRAMPSOC 1SOC 2 FISC Azure DC DDoS / DOS / IDS 24 /
  12. 12. Microsoft AzureOffice 365 DC ISO/IEC 27018 EU / JASA CS ISO/IEC 27017 CS Service Organization Controls SOC2 CS http://www.nisc.go.jp/active/general/kijun2016.html JIS ISO/IEC JTC 1/SC 27 WG1 WG4 EU Model Clauses , Data Processing Agreement, ISO 27001, SAS 70, SSAE 16/ISAE 3402, HIPAA BAA, FISMA, FERPA Azure Office 365 CSMicrosoft AzureOffice 365 CSP Azure Office 365 http://jcispa.jasa.jp/cs_mark_co/cs_gold_mark_co/
  13. 13. https://blogs.technet.microsoft.com/mssvrpmj/2017/09/25/introducing-azure-confidential-computing/
  14. 14. PFN 0.1mm
  15. 15.
  16. 16. (Preferred Networks, Inc. Microsoft Corp.)