Changes between Version 95 and Version 96 of Other/Summer/2023/Inference
- Timestamp:
- Jul 30, 2023, 9:18:30 PM (16 months ago)
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Other/Summer/2023/Inference
v95 v96 23 23 * Communicated test data between nodes to compare accuracy and delay between our NN models 24 24 6. Worked with professors/mentors and read papers to understand the concepts of early exit, split computing, accuracy/latency tradeoff, and distributed DNNs over the edge cloud 25 7. Split the NN ResNet 18 using split computing onto two different devices and ran an inference across a network25 7. Split the NN ResNet 18 using split computing onto two different devices and ran an inference across a network 26 26 8. Used Network Time Protocol (NTP) and sent data in "packages" (chunks) to collect latency and delay data 27 9. Explored different research questions with the data collected: __________27 9. Explored different research questions with the data collected: __________ 28 28 10. Limited CPU power in terminal to imitate mobile devices 29 29 11. Implemented different threshold values based on confidence for sending the data to the edge and server for inference