1 Development Team Dang Nguyen Ryan Kirkpatrick Development Team - PowerPoint PPT Presentation

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Development Team Dang Nguyen Ryan Kirkpatrick Development Team What is IEA? Input Spec Dali Xiao Min Jian Yang Design Overview Demo Sponsors 2

What is IEA? ➢ IEA – Intelligent Engineering Assistant Development Team What is IEA? Input Spec ➢ https://iea.ece.ucsb.edu/ Design Overview Demo Sponsors 3

What is IEA? Class Wafer Manufacturing Development Team Probe Probe Process Test Production What is IEA? Final Packaging Burn-in Test Input Spec Customer Shipped to customers Interface Returns Design Overview Findings Demo Autonomous System to execute the tasks Sponsors PPT Presentation Analytic Workflow yield issue 4

IEA Linguistics Development Team What is IEA? Input Spec ➢ Improve linguistic portion for deployment Design Overview Demo ➢ Make a robust, user-friendly, and intuitive NLP interface Sponsors ➢ “Human -to-machine interface" 5

Usage Flow Development Team What is IEA? Input Spec Analytic Results Design Autonomous Analytic Portion Overview Demo Sponsors Presentation Portion 6

Input Spec to IEA Linguistics Analytic Development Team Results What is IEA? Input Spec Product A Product A Failing Failing Design Yield Yield … Bin … … Bin … … … Overview Excursion Excursion Analysis Analysis Demo Product B Wafer Correlation & Sponsors Pattern … Association … … Analysis Analysis 7

Input Spec to IEA Linguistics Product A Development Team Failing Yield … Bin … … Excursion Analysis What is IEA? Input Spec ➢ Analytic Results – Analytic Metadata – Locally Stored Results Design Overview • Attributes & parameters • Interesting • Internal types • Non-interesting Demo • Various settings • Supporting Sponsors (allows queries for analytic results not – Infrastructure Data found on local data) • Pointers for access non-local database 8

Design Overview Development Team What is IEA? Input Spec Analytic Results Design Overview Demo Sponsors 9

Design Overview Development Team Interpretation Engine What is IEA? Input Spec Control Flow Speech Handler Design Overview Analytic GUI + Results Apps* Demo Sponsors *GUI & Apps made for demo purposes and is not the main focus of this project 10

Design Overview – Speech Handler Development Team Interpretation Engine What is IEA? Input Spec Control Flow Speech Handler Design Overview Analytic GUI + Results Apps* Demo Sponsors 11

Design Overview – Interpretation Engine Development Team Interpretation Engine What is IEA? → → Input Spec Control Flow Speech Handler Design Overview Analytic GUI + Results Apps* Demo Sponsors 12

Dialogflow Trained Intents Development Graphing Related Intents Context Related Intents Team Default Fallback ChangeAxis Intent ChangeColor DetectNotification What is IEA? ChangeDataType Yes ChangeGraphType Input Spec GoBack DetectParameter Next Intent OverlayGraph Design Overview PlotBinCount System Related Intents PlotCorrelation Default Welcome Demo PlotLotYield Intent Goodbye Intent PlotWafer Sponsors Help ZoomIn Logout ZoomOut 13

Training Intents ➢ Training Data for Intents Development Team – we emulated Engineers and generated (Query, Intent) pairs – Each Query is composed of some What is IEA? Action and some Entity ➢ Example – ZoomIn Intent Input Spec – “Can you zoom in to the first 5 plots ?” Design – “Let’s enlarge the last plot. ” Overview – Actions: – Entities: Demo • “Zoom in” • “First 5 plots” • “Magnify” • “Last plot” Sponsors • “Enlarge” • “Last 3 plots” • … • … 14

Results 1.0 Development Team What is IEA? True Label Input Spec 0.5 Design Overview Demo Sponsors 0.0 Predict Label Approx. training time ~3m 15

Design Overview – Control Flow Development Team Interpretation Engine What is IEA? Input Spec Control Flow Speech Handler Design Overview Analytic GUI + Results Apps* Demo Sponsors 16

Demo Context Product A Development Team Correlation & Wafer Yield Failing Bin Association Pattern … Excursion Analysis Analysis Analysis What is IEA? Input Spec ➢ Features you’ll see: Design – Reports findings triggered by an sudden drop in yield (excursion) Overview – User can request optional results Demo – User can interact with the system: • Changing the graph shown Sponsors • Changing the color of the data shown • Zooming into specific aspects of graph • Keeps track of context – “Go back” 17

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Thank you!!! Development Team What is IEA? Li-C. Wang, Jay Shan, Jenny Zeng Input Spec Yogananda Isukapalli, Brandon Design Pon, Carrie Segal Overview Demo Sponsors 19