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DeepGate

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23:38
2026-06-19
deepgate.ai
machine-learning

Automating model design for edge AI

DeepGate's automated model design system, combining neural architecture search, a compiler, and real-hardware measurements, produces models for microcontrollers that run up to 45× faster and use up to…

23:37
2026-06-19
deepgate.ai
machine-learning

Our edge AI compiler outperforms Google and vendor toolchains

DeepGate released v0.15.0 of its edge AI compiler, which compiles quantized .tflite models into static binaries that use up to 3× less RAM and run up to 2× faster than Google's TensorFlow Lite for Mic…

// co-occurs with top 8 entities
MLPerf Tiny 1 Analog Devices MAX32655 1 DeepGate compiler 1 Google 1 TensorFlow Lite for Microcontrollers 1 Arm Cortex-M 1 Analog Devices 1 Infineon 1