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Posts tagged “Optimization”
3 posts found
Aug 19, 2019
|
3 min read
ML Inference Optimization: Squeezing Every FLOP
Advanced techniques for neural network optimization on embedded systems - beyond basic quantization and pruning.
Deep Learning
Optimization
Inference
Performance
Magic Leap
Feb 19, 2018
|
2 min read
Neural Networks on Embedded: The Optimization Journey
Deploying neural networks on power-constrained hardware - quantization, pruning, architecture search, and the gap between research and production.
Deep Learning
Optimization
Embedded Systems
Neural Networks
Magic Leap
Jul 25, 2016
|
2 min read
Perception on Embedded: Power, Thermal, and Compute Constraints
The brutal realities of running computer vision algorithms on wearable hardware - where every milliwatt counts.
Embedded Systems
Optimization
Power
Hardware
Magic Leap