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About the detail of your method?

Open KangolHsu opened this issue 7 years ago • 5 comments

can you describe the details of your method?

KangolHsu avatar Oct 16 '17 02:10 KangolHsu

I've been busy lately. I'll give you a detailed description later

NHZlX avatar Oct 16 '17 06:10 NHZlX

@KangolHsu It's recommended to look at the new added layers.

NHZlX avatar Oct 19 '17 11:10 NHZlX

@KangolHsu if you want know the details of the auto pruning , refer here

NHZlX avatar Oct 26 '17 03:10 NHZlX

@NHZlX
Thank you!!! I kown how to deploy quantized CNN model,but i am comfuse about deploying pruned CNN model。 are we set pruned weights to 0 when deploying CNN model?

KangolHsu avatar Oct 26 '17 04:10 KangolHsu

@KangolHsu This pruning cuts the paramters a in a random way, though it can be accelerated by sparse matrix multiplication, but , it's hard to speed up on embedded devices. In most cases, it's used to reduce the size of the app. Pruning and quantization are complementary to each other, so, we can apply both of them to our model.

NHZlX avatar Oct 26 '17 04:10 NHZlX