Connected Devices Weekly Update/2016-09-29: Difference between revisions
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| | | Platform (incl DeepSpeech) | ||
| Sandip/Nicole | | Sandip/Nicole | ||
| N/A | | N/A | ||
! style="background:#00EC00;" | On Target | ! style="background:#00EC00;" | On Target | ||
| | | | ||
* | * Team reviewing the common blocks & frameworks needed for each "track-1" product as they get defined/scoped. | ||
* | * Assessing options (& pros/cons) for OTA framework, security policies, build systems etc. Keeping generic to benefit all products. | ||
* Weekly Notes: https://docs.google.com/document/d/1yo1AtuozukgfkZwzO745LdEsB1fdZrEWoIYr8F9eydo/edit#heading=h.qgtmzupjdx35 | |||
<br>'''Deep Speech''' | |||
* Re-wrote deep learning training algorithm (Adam optimization) to work across multiple GPU's | |||
* Integrated CPU based CTC algorithm into the neural network | |||
* Benchmarked GPU based CTC algorithm vs CPU based CTC algorithm looking at execution time and validation error | |||
** GPU algorithm much better - less validation error, less time variance and we don’t have to move data between CPU and GPU memory. | |||
* Wrote code to periodically serialize the model to disk while training to allow for archiving performant models | |||
* Started writing the multi-threaded data loading code for the 300 hour TED data corpus | |||
|- | |- | ||
| | | Tools/Devkit | ||
| Sandip | | Sandip/Mahe | ||
| N/A | | N/A | ||
! style="background:#00EC00;" | On Target | ! style="background:#00EC00;" | On Target | ||
| | | | ||
* General agreement in the team to focus on a software Dev Kit first. | |||
** Part 1 - Start cataloguing a “hub” of components & utilities that we already have on deck within CD teams (see examples in link below). | |||
** Part 2 - Add product specific developer framework components as we learn about each track-1 product's developer involvement. | |||
* Expect 1st devkit (for sensorweb & other products) around Feb'2017. Schedule of milestones being built. | |||
* Weekly Notes: https://docs.google.com/document/d/1BvXPyCRWZxVpi0fpdhOXdkdDti32jXK68a8IJUWnJ7o/edit?ts=57e448b7#heading=h.oxrerlr2zojn | |||
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| [[Connected_Devices/Projects/Abigail|Abigail]] | | [[Connected_Devices/Projects/Abigail|Abigail]] | ||
Revision as of 16:23, 29 September 2016
<< Connected Devices Weekly Updates Home
| Program | Passed Gate | Status | Notes | |
|---|---|---|---|---|
| Project Sensor Web | Cindy/Jean | Gate 0 | On Target |
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| Project_Haiku (taking in Project Smart Display) | Liz/Joe/Mahe | Gate 0 | On Target |
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| Platform (incl DeepSpeech) | Sandip/Nicole | N/A | On Target |
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| Tools/Devkit | Sandip/Mahe | N/A | On Target |
|
| Abigail | Preeti/Julie | Pre Gate 0 | On Target |
|
| Project Magnet | David/Maria | Pre Gate 0 | On Target |
View Source experiment
Product Definition Vision
Why?
For whom?
Team's focused on:
|
| HomeWeb | Ben/Mahe | Pre Gate 0 | On Target |
Problem Hypothesis "We believe that early technology adopters have a desire to monitor their home over the Internet so that they can have peace of mind that their home, family, pets and belongings are safe." Solution Hypothesis "We believe that for early adopters who are currently using analog or cloud-based home monitoring solutions with a recurring subscription, if we create a simple self-hosted system based on existing open standards we can provide a more private, secure, cost-effective and future-proof alternative."
|
| GameON! | Candice/Julie | Pre Gate 0 | On Target |
|
| Lighthouse | Preeti/Julie | Pre Gate 0 | On Target |
|
| PocketID | Francisco | Pre Gate 0 | On Target |
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| 3D Printing | Thomas | Pre Gate 0 | On Target |
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| Participation Update | Michael/Brian | -- | On Target |
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| Market Developments Update | Irina |
| ||
| Other Announcements / Questions | -- | -- | ||