eIQ® Inference with ARM® NN | NXP Semiconductors

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eIQ® Inference with Arm® NN

eIQArmNN

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.

Diagram

eIQ Software for Arm NN SDK

eIQ Software for Arm NN SDK
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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

Supported Devices

  • i.MX8MNANO: i.MX 8M Nano Family - 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

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  • Software Development Resources

    eIQ Machine Learning Software for i.MX Linux 4.14.y

    EXTERNALRev 0Jun 24, 20191 KBEIQ-MLSOFTWARE
    Download

Note: For better experience, software downloads are recommended on desktop.

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