eIQ® Inference with DeepViewRT™

EIQ-INFERENCE-DEEPVIEWRT

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eIQ Inference with DeepViewRT™ is a platform-optimized, runtime inference engine that scales across a wide range of NXP devices and neural network compute engines. Provided free-of-charge, this inference engine enables compact code size for resource-constrained devices including the i.MX RT crossover MCUs (Arm® Cortex®-M cores), i.MX applications processors (Cortex-A and Cortex-M cores, dedicated neural processing units (NPU) and GPUs​).

This inference engine is delivered via NXP standard Yocto BSP release for Linux® OS-based development, and MCUXpresso SDK release for embedded RTOS-enabled MCU development.

Diagram

eIQ Inference with DeepViewRT Block Diagram

eIQ Inference with DeepViewRT Block Diagram

Features

  • Platform-optimized for running machine learning models on i.MX RT crossover MCUs and i.MX 8M family of applications processors
  • Provides the ability to run inferencing on Arm® Cortex®-M and A cores, GPUs and NPUs
  • Delivered as middleware in NXP MCUXpresso SDK and Yocto BSP release for Linux OS-based development
  • Enabled by exclusive partnership with Au-Zone Technologies

Supported Devices

  • i.MX8M: i.MX 8M Family - Arm® Cortex®-A53, Cortex-M4, Audio, Voice, Video
  • i.MX8MMINI: i.MX 8M Mini - Arm® Cortex®-A53, Cortex-M4, Audio, Voice, Video
  • i.MX8MNANO: i.MX 8M Nano Family - Arm® Cortex®-A53, Cortex-M7
  • IMX8MPLUS: i.MX 8M Plus – Arm® Cortex®-A53, Machine Learning, Vision, Multimedia and Industrial IoT
  • i.MX-RT1064: i.MX RT1064: Crossover MCU with Arm® Cortex®-M7
  • i.MX-RT1170: i.MX RT1170: 1 GHz Crossover MCU with Arm® Cortex® Cores

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  • Examples and Quick Start Software

    MCUXpresso SDK Builder

    EXTERNALRev 1Jan 28, 2021 02:41:001 KBMCUXPRESSO-SDK-EIQ
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