Have you found it difficult to deploy neural networks on mobile devices and IoT devices? Have you ever found it too slow to train neural networks? This course is a deep dive into efficient machine learning techniques that enable powerful deep learning applications on resource-constrained devices. Topics cover efficient inference techniques, including model compression, pruning, quantization, neural architecture search, and distillation; and efficient training techniques, including gradient compression and on-device transfer learning; followed by application-specific model optimization techniques for videos, point cloud, and NLP; and efficient quantum machine learning. Students will get hands-on experience implementing deep learning applications on microcontrollers, mobile phones, and quantum machines with an open-ended design project related to mobile AI.
I am debugging a program written by someone else. I just started using EVC3.0 and there are many errors and I can't debug it. If I want to use part of his original program, which files must be left? I
I have used the 2440 development board and programmed the camera application. I used the DeviceIoControl function to operate the camera. I remember that the IOCTL_CAM_CONT operation code is to enable
How is the performance of lwip? I need it to run for a long time, but it will have "retransmission" phenomenon, and will be disconnected by the PC "FIN" after more than ten minutes. I just opened an a
[i=s] This post was last edited by Beifang on 2018-3-30 14:38 [/i] [b] [New version CH554 review DIY] Audio Tuner 2 - Development environment setup and example running [/b] [font=宋体] 1. Hardware drive
8255 can control LED digital tubes. Just write a few functions. But one thing I don't understand is, when using 8255 to control a 4*4 keyboard, how to operate it? If you use port A for output and port