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LF Deep Learning Foundation Technical Advisory Council Meeting

LF Deep Learning Foundation Technical Advisory Council Meeting. July 19, 2018. Antitrust Policy Notice.

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LF Deep Learning Foundation Technical Advisory Council Meeting

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  1. LF Deep Learning FoundationTechnical Advisory Council Meeting July 19, 2018

  2. Antitrust Policy Notice • Linux Foundation meetings involve participation by industry competitors, and it is the intention of the Linux Foundation to conduct all of its activities in accordance with applicable antitrust and competition laws. It is therefore extremely important that attendees adhere to meeting agendas, and be aware of, and not participate in, any activities that are prohibited under applicable US state, federal or foreign antitrust and competition laws. • Examples of types of actions that are prohibited at Linux Foundation meetings and in connection with Linux Foundation activities are described in the Linux Foundation Antitrust Policy available at http://www.linuxfoundation.org/antitrust-policy. If you have questions about these matters, please contact your company counsel, or if you are a member of the Linux Foundation, feel free to contact Andrew Updegrove of the firm of GesmerUpdegrove LLP, which provides legal counsel to the Linux Foundation.

  3. Dial-in Information Join from PC, Mac, Linux, iOS or Android: https://zoom.us/j/113165889 Or iPhone one-tap : US: +16699006833,,113165889# or +16465588656,,113165889# Or Telephone: Dial(for higher quality, dial a number based on your current location): US: +1 669 900 6833 or +1 646 558 8656 or +1 877 369 0926 (Toll Free) or +1 855 880 1246 (Toll Free) Meeting ID: 113 165 889 International numbers available: https://zoom.us/u/bBVm470AJ

  4. Agenda • Roll Call • Approval of Minutes of the July 5, 2018 Meeting of the TAC • Update on LF DL Foundation Projects • Acumos AI Project • Angel Project • EDL Project • Guest Presenters for August 2, 2018 Meeting: Microsoft’s Team on ONNX • Project Landscape Diagram • Review Project Contribution Tracker • Discussion / Q&A

  5. TAC Member Directory *TAC Chairperson

  6. Recording of Calls • This is a reminder that we have decided to record TAC meetings and store them on the TAC wiki.

  7. TAC Wiki • We have established a Wiki for the TAC which can be found here (login to lists.deeplearning.org required): • https://lists.deeplearningfoundation.org/g/tac-general/wiki/home

  8. Approval of Minutes • Draft minutes from the July 5, 2018 meeting of the TAC were previously distributed to the TAC members. Proposed Resolution: • RESOLVED: That the minutes of the July 5, 2018 meeting of the Technical Advisory Council of the LF Deep Learning Foundation are hereby approved.

  9. Update on LF Deep Learning Foundation Projects • At the July 10, 2018 meeting of the Governing Board of the LF Deep Learning Foundation, the Governing Board resolved that projects to be contributed to LF DL that (a) do not require funding and (b) have been approved by the TAC are approved by the Governing Board. • As a result, the following projects have been accepted, subject to completion of incubation requirements: • Angel Project • EDL Project • From here: • we would like to identify TAC members that can serve sponsors to these projects to assist in answering questions that might arise as the projects progress along the LF DL project lifecycle. • I have connected representatives of each project with Todd Larchuk on the Acumosteam to begin discussions on how each project can leverage Acumos and vice versa.

  10. Update on Projects of the LF Deep Learning Foundation • Acumos AI Project • Actively progressing towards November 7 code release • Detailed information can be found on the TSC wiki at wiki.acumos.org • Just had a successful Acumos AI Day in Paris on Friday, July 13, additional developer outreach planned

  11. Project Landscape Diagram • Last meeting we discussed preparing architecture diagrams of open source AI / ML / DL solutions. • After getting initial feedback, we would propose that this landscape diagram be maintained on GitHub. This is the approach that CNCF has successfully followed, see: www.github.com/cncf/landscape/ .

  12. DISCUSSION DRAFT Basic OSS AI Ecosystem API Layer Spark ML Data Science Libraries, Tools Pandas JupyterScikit-Learn Anaconda NltkSpyderNumPyOpenCV Pillow Workflow/Lifecycle Management Frameworks Paddle Paddle Angel CaffeChainer NCNN LearnFlowMXNet Deeplearning4j DMTK Common Formats PMML Mleap Serving PFA Model Asset eXchange Compilers / Runtimes NNVM TVM CUDA OpenCL LLVM Metal Back Ends

  13. Open source projects referenced in ML Papers Source: https://twitter.com/karpathy/status/972295865187512320/photo/1

  14. Project Tracker • Please see the tracker documents distributed in connection with today’s meeting. • Questions for the TAC: • Priorities from here for technical outreach to other projects • Internal projects that you would like to discuss with us about potentially bringing to the TAC • Can we provide assistance in communicating the mission and capabilities of the LF Deep Learning Foundation and its supported projects to your internal development teams?

  15. Questions / Discussion

  16. Legal Notices The Linux Foundation, The Linux Foundation logos, and other marks that may be used herein are owned by The Linux Foundation or its affiliated entities, and are subject to The Linux Foundation’s Trademark Usage Policy at https://www.linuxfoundation.org/trademark-usage, as may be modified from time to time. Linux is a registered trademark of Linus Torvalds. Please see the Linux Mark Institute’s trademark usage page at https://lmi.linuxfoundation.org for details regarding use of this trademark. Some marks that may be used herein are owned by projects operating as separately incorporated entities managed by The Linux Foundation, and have their own trademarks, policies and usage guidelines. TWITTER, TWEET, RETWEET and the Twitter logo are trademarks of Twitter, Inc. or its affiliates. Facebook and the “f” logo are trademarks of Facebook or its affiliates. LinkedIn, the LinkedIn logo, the IN logo and InMail are registered trademarks or trademarks of LinkedIn Corporation and its affiliates in the United States and/or other countries. YouTube and the YouTube icon are trademarks of YouTube or its affiliates. All other trademarks are the property of their respective owners. Use of such marks herein does not represent affiliation with or authorization, sponsorship or approval by such owners unless otherwise expressly specified. The Linux Foundation is subject to other policies, including without limitation its Privacy Policy at https://www.linuxfoundation.org/privacy and its Antitrust Policy at https://www.linuxfoundation.org/antitrust-policy. each as may be modified from time to time. More information about The Linux Foundation’s policies is available at https://www.linuxfoundation.org. Please email legal@linuxfoundation.org with any questions about The Linux Foundation’s policies or the notices set forth on this slide. 1/3/18 The Linux Foundation Internal Use Only

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