Reverse engineering the V831 npu

Overview

v831-npu

Reverse engineering the V831 Neural Network Accelerator (NNA)

Hardware is primarily based off NVIDIA Deep Learning Accelerator(NVDLA) architecture see http://nvdla.org

Differences fromn nvdla implementation:

  1. Verified no FP16 support only int8/16
  2. Verified no Rubik
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Comments
  • Using in YIHOME CAMERA

    Using in YIHOME CAMERA

    HI, a compiled and run this on camera: https://pt.aliexpress.com/item/32675845174.html

    image

    image

    # cat /proc/cpuinfo 
    processor       : 0
    model name      : ARMv7 Processor rev 5 (v7l)
    BogoMIPS        : 48.00
    Features        : half thumb fastmult vfp edsp neon vfpv3 tls vfpv4 idiva idivt vfpd32 lpae 
    CPU implementer : 0x41
    CPU architecture: 7
    CPU variant     : 0x0
    CPU part        : 0xc07
    CPU revision    : 5
    
    Hardware        : sun8iw19
    Revision        : 0000
    Serial          : 0000000000000000
    
    talvez: 800-1000Mhz
    
    # cat /proc/version
    Linux version 4.9.118 (shenzhiyuan@user-System-Asus-Z390) (gcc version 6.4.1 (OpenWrt/Linaro GCC 6.4-2017.11 2017-11) ) #2 PREEMPT Thu Sep 23 06:40:57 UTC 2021
    
    opened by ricardojlrufino 1
Owner
Jasbir
Jasbir
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