Advantech RSB-3720, Руководство пользователя

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RSB-3720 User Manual 48
3.18.4 UIO-4036
3.19 PyeIQ Test
The i.MX 8M Plus family focuses on neural processing units (NPU) and vision system
as well as advance multimedia, delivering highly reliable industrial automation.
The Neural Processing Unit (NPU) operating at up to 2.3 TOPS

Keyword detection, noise reduction, and beamforming

Speech recognition (i.e. Deep Speech 2)

Image recognition (i.e. ResNet-50)
eIQ - A Python Framework for eIQ on i.MX Processors
PyeIQ is written on top of eIQ™ ML Software Development Environment and pro
-
vides a set of Python classes allowing the user to run Machine Learning applications
in a simplified and efficient way without spending time on cross-compilations, deploy -
ments, or reading extensive guides.
For more examples and how to run PyeIQ demos on RSB-3720, please refer to the
below page:
http://ess-wiki.advantech.com.tw/view/AIMLinux/AddOn/Edge_AI
3.19.1 Run Applications and Demos
3.19.1.1 Applications
1 Lan Switch 1. Check IP & DHCP
2. Ping IP
3. Throughput
# iperf3 -c 192.168.0.2 -t 60 -i 10
2 EEPROM # echo -n $'\x06\x05\x04\x03\x02\x01' > test
# dd if=test of=/sys/bus/i2c/devices/3-0050/eeprom
# hexdump -C /sys/bus/i2c/devices/3-0050/eeprom -n 64
Application Name Framework i.MX Board BSP Release Inference Core Status
Switch Classifica -
tion Image
TFLite:2.1.0 RSB-3720 5.4.24_2.1.0 CPU, GPU,
NPU
PASS
Switch Detection
Video
TFLite:2.1.0 RSB-3720 5.4.24_2.1.0 CPU, GPU,
NPU
PASS