eIQ Software for Arm NN Inference Engine

eIQ软件支持Arm^® NN SDK，一个沟通神经网络(NN)框架和Arm机器学习处理器（包括恩智浦的i.MX和Layerscape处理器）的推理引擎框架。Arm NN将受过现有神经网络框架训练的模型转换为通过Arm计算库使用Arm NEON指令的推理引擎。最新版本支持Caffe、TensorFlow、TensorFlow Lite和ONNX模型。2018年9月，Arm将Arm NN捐赠给Linaro机器智能项目，该项目现已完全在开源环境下进行开发，并具有MIT许可证。

注意：目前可作为Beta早期版本软件使用，预计2019年底将推出一般可用性(GA)版本。

软件详情

框图

eIQ Software for Arm NN SDK

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特征

面向CPU、GPU和其他计算引擎的推理引擎
支持Caffe、TensorFlow、TensorFlow Lite和ONNX模型
支持MobileNet SSD、DeepSpeech v1和分段网络
利用Compute Library优化目标可编程内核，例如Cortex-A CPU (和Neon加速)
Arm NN 19.05版全面内置于Yocto配方中，支持i.MX 8、i.MX 6、i.MX 7和Layerscape产品系列
恩智浦支持包括“快速入门指南”
如需了解更多信息，请访问https://developer.arm.com/ip-products/processors/machine-learning/arm-nn

支持的器件

展开全部

处理器和微控制器
- ARM 处理器
  - i.MX 6系列应用处理器：多核，Arm^® Cortex^®-A7内核, Cortex-A9内核, Cortex-M4内核
    - i.MX6S
    - i.MX6QP
    - i.MX6DL
    - i.MX6D
    - i.MX6SL
    - i.MX6UL
    - i.MX6Q
    - i.MX6SLL
    - i.MX6SX
    - i.MX6ULL
    - i.MX6DP
  - i.MX 8系列应用处理器：多核Arm^® Cortex^®处理器
    - i.MX8MNANO
    - i.MX8M
    - i.MX8X
    - i.MX8
    - i.MX8MMINI
  - i.MX 7系列应用处理器：多核Arm^® Cortex^®-A7，Arm Cortex-M4
    - i.MX7S
    - i.MX7ULP
    - i.MX7D

下载

快速参考恩智浦软件类型.

1 下载

^{软件开发资源}
eIQ Machine Learning Software for i.MX Linux 4.14.y

EXTERNAL版本 0Jun 24, 2019 16:25:001 KBEIQ-MLSOFTWARE

下载

注意: 推荐在电脑端下载软件，体验更佳。

文档

快速参考恩智浦文档类别.

1 文件

^简介
eIQ Software Fact Sheet

PDF版本 4Jan 21, 2022653.2 KBEIQ-FSEnglish, 日本語

设计资源

硬件

快速参考恩智浦板类型.

3 硬件

^{评估板和开发板}
i.MX 8QuadXPlus多传感器支持套件(MEK)

MCIMX8QXP-CPU
^{评估板和开发板}
i.MX 8M应用处理器评估套件

MCIMX8M-EVK
^{评估板和开发板}
i.MX 8QuadMax多传感支持套件（MEK）

MCIMX8QM-CPU

1-5 / 12 硬件

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By Toradex® Platinum 合作伙伴
^模块
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