Has anyone learned TensorFlow?

wangerxian

Has anyone learned TensorFlow? [Copy link]

 

TensorFlow is a popular framework in artificial intelligence. Currently, STM32 AI supports the TensorFlow framework. If you want to run TensorFlow on a microcontroller, you must first let TensorFlow run on a PC. I am ready to learn it, but what should I pay attention to? Please give me some advice~

wangerxian

Are there any books or video tutorials that you would recommend?

吾妻思萌

1. Linux 2. GPU 3. Parameter adjustment

wangerxian

Azuma Simeng published on 2022-11-24 16:53 1.linux 2.gpu 3.parameter adjustment

You put it too simply , what does GPU mean?

wangerxian

1.linux 2.gpu 3.parameter adjustment

I understand what gpu means, haha!

freebsder

I have used pytorch, but I didn’t learn tf well.

wangerxian

freebsder posted on 2022-11-29 09:17 I have used pytorch, but I didn’t learn tf well.

Is there any difference between pytorch and TensorFlow?

freebsder

wangerxian posted on 2022-11-29 09:27 What is the difference between pytorch and TensorFlow?

PyTorch is more oriented towards academia, while TF is more oriented towards industry. TF is more difficult to use and deploy, while py is simpler. The main functions are similar.

wangerxian

freebsder posted on 2022-11-29 16:24 pytorch is more oriented towards academia, while TF is more oriented towards industry. TF is more difficult to use and deploy, while py is simpler. The main functions are similar.

Then pytorch can also train models?

freebsder

wangerxian posted on 2022-11-29 17:20 Then pytorch can also train models?

Must be able to,

天意无罪

I have also been learning Python and machine learning related knowledge recently. STM32's CubeAI supports TensorFlow Lite.

wangerxian

天意无罪 posted on 2022-12-2 00:40 I have also been learning Python and machine learning related knowledge recently. STM32's CubeAI supports TensorFlow Lite.

What is the difference between TensorFlow Lite and TensorFlow?

天意无罪

wangerxian posted on 2022-12-2 10:11 What is the difference between TensorFlow Lite and TensorFlow?

TensorFlow Lite is a lightweight machine learning library designed for use in resource-constrained environments such as microcontrollers.

wangerxian

Tianyi Wuzui published on 2022-12-2 23:45 TensorFlow Lite is a lightweight machine learning library specifically designed for use in microcontrollers and other environments with limited system resources.

Is there any difference in usage? Probably not much difference.

天意无罪

wangerxian posted on 2022-12-3 19:24 Is there any difference in usage? There shouldn't be much difference.

It is equivalent to the difference between Python and Micro Python. The usage is similar, but the functional support is different.