GreenWaves Processor GAP9 Achieves the Lowest Energy Consumption on All MLPerf™ Tiny v1.0 Benchmarks
GREENWAVES designs highly efficient and easy to program processors that interpret and transform rich data sources using AI and digital signal processing in highly energy constrained devices. Our GAP9 processor enables new-to-world features in hearable and IoT products.
GAP9 delivers best in class energy consumption on medium complexity neural networks such as the MobileNet series in both classification and detection tasks but also on complex, mixed precision recurrent neural networks such as our LSTM based audio denoiser.
The verified MLPerf™ Tiny benchmark results¹
now show that although GAP9 is dimensioned to deal with much larger
problems, it also excels when running very small neural networks (NNs),
proving its ability to address the wide range of embedded NN processing
tasks required by real life applications.
GAP9 has the lowest energy consumption of all submissions in all four MLPerf™ Tiny benchmarks. In many cases it achieves latency and energy consumption orders of magnitude lower than other devices.
These results are achieved thanks to GAP9’s uniquely scalable architecture and GreenWaves’ state-of-the-art neural network toolchain, GAPflow, which transforms networks from ONNX and TensorFlow Lite formats into optimised, readable C source code. GAPflow allows for the coexistence of multiple different networks on GAP9 with support for preemption in their execution to meet real time constraints.
GAP9 also has other leading edge computing capabilities that can be combined with Neural Networks. For example, an NN can be used to continuously update the parameters of GAP9’s unique, sample by sample, highly configurable Smart Filtering Unit (SFU) enabling new NN steered Adaptive Active Noise Cancellation or Adaptive Audio Transparency features.
GAP9 provides the most powerful signal processing and AI computing platform for the next generation of hearable and IoT products.
- +1 Like
- Add to Favorites
Recommend
- GreenWaves’ GAP9 Hearables Platform Enables State-of-the-art Features Such as Scene-aware Active Noise Cancellation and Neural network-based Noise Reduction
- GreenWaves Unveils Groundbreaking Ultra-Low Power GAP9 IoT Application Processor for the Next Wave of Intelligence at the Very Edge
- Enabling ANC in Open-Ear Earbuds Beyond Apple with GreenWaves GAP9 AI+DSP Processor
- Lynred and GreenWaves collaborate on New Occupancy Management Reference Platform for People Counting Sensor
- GreenWaves Presented at Edge AI Summit in 18-20 November 2020
- GreenWaves Technologies Has Been Selected as One of the Only 3 Semiconductor Laureate Companies for the French Tech 2030
- GreenWaves Building Occupancy Management Solution Using the TensorFlow Object Detection API
- GreenWaves Technologies Won the Silver Golden Mousetrap Award 2019
This document is provided by Sekorm Platform for VIP exclusive service. The copyright is owned by Sekorm. Without authorization, any medias, websites or individual are not allowed to reprint. When authorizing the reprint, the link of www.sekorm.com must be indicated.