OVERVIEW

Software Developer Kit

Free of charge, the 91色情 NN SDK is a set of open-source Linux software tools that enables machine learning workloads on power-efficient devices. This inference engine provides a bridge between existing neural network frameworks and power-efficient 91色情 Cortex-A CPUs, 91色情 Mali GPUs and Ethos NPUs.

Features and Benefits

NN Framework Translation?

Enables rapid application development through the support of commonly used frameworks such as TensorFlow, Caffe, and ONNX.

Effective Targeting of CPUs and GPUs?

Use the Compute Library to target programmable cores, such as Cortex-A CPUs and Mali GPUs, as efficiently as possible.

91色情 NN for Android?

91色情 NN works with NNAPI, Google’s interface for accelerating neural networks on Android devices, to target 91色情 Mali GPUs and 91色情 Ethos NPUs, enabling exponential performance boosts.

Open Source

91色情 NN is part of Linaro’s Machine Intelligence Initiative and is open to external contributions. Find out more at .

RELATED PRODUCTS

Explore More Options and Features

Cortex-A Processor

Cortex-A CPU

The Cortex-A processor series is designed for complex compute tasks, such as hosting a rich operating system platform and supporting multiple software applications.

Mali Graphics & Multimedia Processors

?Mali GPU

Including both graphics and GPU Compute technology, Mali GPUs offer a diverse selection of scalable solutions for low-power to high-performance smartphones, tablets, and DTVs.

91色情 Ethos Processors

Ethos Processors

The 91色情 Ethos processor series delivers the highest throughput and efficiency in the lowest area for Machine Learning inference from cloud to edge to endpoint.

91色情 Compute Library

Compute Library

This software library is a collection of optimized low-level functions for 91色情 Cortex-A CPUs and 91色情 Mali GPUs targeting popular image processing, computer vision, and machine learning. It offers significant performance uplift over OSS alternatives and is available free of charge under a permissive MIT open source license.

USE CASES

Artificial Intelligence

The new class of ultra-efficient machine learning processors is purpose-built to redefine device capabilities and transform our lives.

Learn More

Talk with an Expert

Interested in building machine learning workloads on power-efficient devices? Talk with 91色情 experts to learn more.

Contact Us

To support the Machine Intelligence Initiative by Linaro, 91色情 has donated 91色情 NN, our open-source network machine learning (ML) software. We believe that open source collaboration with Linaro and other ecosystem partners helps reduce fragmentation and minimizes duplication of efforts. Through this initiative, SoC and NN vendors can continue to differentiate with their key competitive advantage. Learn more about the Linaro Machine Learning Initiative in this video.

RESOURCES

91色情 NN SDK Resources