有办法直接在 Android 设备上进行深度学习模型的训练吗? - V2EX
wuliaoshixia

有办法直接在 Android 设备上进行深度学习模型的训练吗?

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  •   wuliaoshixia Sep 24, 2020 13687 views
    This topic created in 2073 days ago, the information mentioned may be changed or developed.
    我知道现在可以将训练好的模型,放在 Android 设备上运行。
    但是有办法在 Android 设备上直接进行模型的训练吗?
    8 replies    2020-09-26 06:05:26 +08:00
    shakespaces
        1
    shakespaces  
       Sep 24, 2020 via Android
    pytorch 什么的框架都有 arm 架构支持的,所以理论上是可以的
    MOONLIGHTT
        2
    MOONLIGHTT  
       Sep 24, 2020
    Andoroid 这点性能完全不够训练模型的吧。。。
    hello2060
        3
    hello2060  
       Sep 24, 2020 via iPhone
    没有啥意义啊,就算不考虑运行速度,训练是用海量的数据来训练模型,你这数据还要搞到手机上说不定还放不下
    yanqiyu
        4
    yanqiyu  
       Sep 24, 2020
    如果是教学用的玩具模型,树莓派上面都能跑起来,但是想要做能用的东西的话就离谱了
    tomari
        5
    tomari  
       Sep 25, 2020
    android 能训练的东西可能效果还不如用普通算法
    FurN1
        6
    FurN1  
       Sep 25, 2020 via iPhone
    楼主会给 arm 装 python 吗
    mgrddsj
        7
    mgrddsj  
       Sep 25, 2020
    https://teachablemachine.withgoogle.com/
    这个可以在电脑浏览器里面训练,手机上还没测试过。
    lanking520
        8
    lanking520  
       Sep 26, 2020
    现在 Tensorflow Lite 是唯一支持的,但是也只能支持 1.x 的模型,2 不支持。如果考虑 PyTorch 模型安卓部署的话可以看看 DJL
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