eIQ^™ Software for Arm^® NN Inference Engine

Overview

eIQ software supports the Arm NN SDK – an inference engine framework that provides a bridge between neural network (NN) frameworks and Arm machine learning processors, including NXP’s i.MX and Layerscape^® processors. For Arm^® Cortex^®-A based processors, Arm NN converts models trained with existing neural network frameworks into inference engines that leverage Arm Neon^™ instructions via the Arm Compute Library. NXP provides back-end support for Arm NN to allow inferencing to be run on the i.MX 8 GPUs and the i.MX 8M Plus NPU. Arm NN works with Caffe, TensorFlow, TensorFlow Lite, and ONNX models.

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Features

Inference engine for Arm Cortex-A CPU cores, Verisilicon GPUs and NPU (i.MX 8M Plus)
Support for Caffe, TensorFlow, TensorFlow Lite, and ONNX models
Enablement for models such as MobileNet SSD, DeepSpeech v1, and segmentation networks
Arm NN fully integrated into Yocto BSP supporting i.MX 8
More information available at Arm NN

MoreLess

Features

Inference engine for Arm Cortex-A CPU cores, Verisilicon GPUs and NPU (i.MX 8M Plus)
Support for Caffe, TensorFlow, TensorFlow Lite, and ONNX models
Enablement for models such as MobileNet SSD, DeepSpeech v1, and segmentation networks
Arm NN fully integrated into Yocto BSP supporting i.MX 8
More information available at Arm NN

User Guide

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eIQ Software for Arm NN SDK

eIQ Software for Arm NN SDK

eIQ Software for Arm NN SDK

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Supported Devices

Processors and Microcontrollers
- Arm Processors
  - i.MX 6 Series Applications Processors: Multicore, Arm^® Cortex^®-A7 Core, Cortex-A9 Core, Cortex-M4 Core
    - i.MX6S: i.MX 6Solo Processors – Single-Core, Multimedia, 3D Graphics, Arm^® Cortex^®-A9 Core
    - i.MX6QP: i.MX 6QuadPlus Processor - Quad-Core, High-Performance, Advanced 3D Graphics, HD Video, Advanced Multimedia, Arm^® Cortex^®-A9 Core
    - i.MX6DL: i.MX 6DualLite Processors – Dual-Core, 3D Graphics, HD Video, Arm^® Cortex^®-A9 Core
    - i.MX6D: i.MX 6Dual Processors - Dual-Core, 3D Graphics, HD Video, Multimedia, Arm^® Cortex^®-A9 Core
    - i.MX6SL: i.MX 6SoloLite Processors – Single-Core, Low-Power, EPD Controller, Arm^® Cortex^®-A9 Core
    - i.MX6UL: i.MX 6UltraLite Processor - Low-power, secure, Arm^® Cortex^®-A7 Core
    - i.MX6Q: i.MX 6Quad Processors - High-Performance, 3D Graphics, HD Video, Arm^® Cortex^®-A9 Core
    - i.MX6SLL: i.MX 6SLL Processors - Single-Core Processor with Arm^® Cortex^®-A9 Core
    - i.MX6SX: i.MX 6SoloX Processors - Heterogeneous Processing with Arm^® Cortex^®-A9 and Cortex-M4 cores
    - i.MX6ULL: i.MX 6ULL Single-Core Processor with Arm^® Cortex^®-A7 Core
    - i.MX6DP: i.MX 6DualPlus Processor - Dual-Core, High-Performance, Advanced 3D Graphics, HD Video, Advanced Multimedia, Arm^® Cortex^®-A9 Core
  - i.MX 8 Series Applications Processors: Multicore Arm^® Cortex^®-A72, Cortex-A53, Cortex-A35, Cortex-M4, Cortex-M7 cores
    - i.MX8MNANO: i.MX 8M Nano - Arm^® Cortex^®-A53, Cortex-M7
    - i.MX8M: i.MX 8M Family - Arm^® Cortex^®-A53, Cortex-M4, Audio, Voice, Video
    - i.MX8X: i.MX 8X Family – Arm^® Cortex^®-A35, 3D Graphics, 4K Video, DSP, Error Correcting Code on DDR
    - i.MX8: i.MX 8 Family – Arm^® Cortex^®-A53, Cortex-A72, Virtualization, Vision, 3D Graphics, 4K Video
    - i.MX8MMINI: i.MX 8M Mini - Arm^® Cortex^®-A53, Cortex-M4, Audio, Voice, Video
  - i.MX 7 Series Applications Processors: Multicore Arm^® Cortex^®-A7, Cortex-M4
    - i.MX7S: i.MX 7Solo Processors - Heterogeneous Processing with Arm^® Cortex^®-A7 and Cortex-M4 cores
    - i.MX7ULP: i.MX 7ULP Family: Ultra-Low-Power with Graphics
    - i.MX7D: i.MX 7Dual Processors - Heterogeneous Processing with dual Arm^® Cortex^®-A7 cores and Cortex-M4 core

eIQ™ Software for Arm® NN Inference Engine

Overview

Features

eIQ Software for Arm NN SDK

eIQ Software for Arm NN SDK

Supported Devices

eIQ^™ Software for Arm^® NN Inference Engine