谷歌发布 TensorFlow Lite [官方网站,文档] - V2EX
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V2EX    TensorFlow

谷歌发布 TensorFlow Lite [官方网站,文档]

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  •   1722332572 2017-11-15 13:05:22 +08:00 6134 次点击
    这是一个创建于 2886 天前的主题,其中的信息可能已经有所发展或是发生改变。

    简介 TensorFlow Lite

    TensorFlow Lite 是 TensorFlow 针对移动和嵌入式设备的轻量级解决方案。 它能够实现具有低延迟和小存储的设备上的机器学习推断。TensorFlow Lite 还支持 Android 神经网络 API 的硬件加速。

    TensorFlow Lite 使用许多技术来实现低延迟,如优化移动应用程序的内核,预融合激活以及允许更小和更快(定点数学)模型的量化内核。

    我们大部分的 TensorFlow Lite 文档暂时在 Github 上。

    GitHub:https://github.com/tensorflow/tensorflow/tree/master/tensorflow/contrib/lite

    官方文档: https://www.tensorflow.org/mobile/tflite/

    Introduction to TensorFlow Lite

    TensorFlow Lite is TensorFlow ’ s lightweight solution for mobile and embedded devices. It enables on-device machine learning inference with low latency and a small binary size. TensorFlow Lite also supports hardware acceleration with the Android Neural Networks API.

    TensorFlow Lite uses many techniques for achieving low latency such as optimizing the kernels for mobile apps, pre-fused activations, and quantized kernels that allow smaller and faster (fixed-point math) models.

    Most of our TensorFlow Lite documentation is on Github for the time being.

    机器学习资源: http://tensorflow123.com/

    7 条回复    2017-11-16 22:03:19 +08:00
    vjnjc
        1
    vjnjc  
       2017-11-15 15:39:18 +08:00
    那为啥是 python
    vjnjc
        2
    vjnjc  
       2017-11-15 15:43:56 +08:00
    原来原版的 TensorFlow 在 python 上用的多。。。
    northisland
        3
    northisland  
       2017-11-15 15:54:40 +08:00   1
    @vjnjc 因为最广泛的底层数学运算库 LAPACK,是 Fortran 写的,允许 C 调,java 调,当然也允许 Python 调。Python 那么好用。

    另外感谢大洋对岸开发者们;美国国防部最初的支持,在中国搞反右搞文革搞洗脑,的时候,他们却支持了很多影响几十年的项目~~
    janxin
        4
    janxin  
       2017-11-15 16:28:13 +08:00
    直接给国内网址就好了 https://tensorflow.google.cn/mobile/tflite/
    am241
        5
    am241  
       2017-11-15 16:33:14 +08:00 via Android
    试了下 demo,比以前 tf demo 的速度快了好多
    am241
        6
    am241  
       2017-11-15 16:33:44 +08:00 via Android
    补充:apk
    admirez
        7
    admirez  
       2017-11-16 22:03:19 +08:00
    只能在移动平台跑啊。。。我还想在 pc 上替换 tensorflow 呢。。。
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