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Posts tagged “Optimization”
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
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
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