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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 LearningOptimizationInferencePerformanceMagic 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 LearningOptimizationEmbedded SystemsNeural NetworksMagic 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 SystemsOptimizationPowerHardwareMagic Leap

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