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appendix of balanced sparsity at AAAI-19
I found that random sparsity and balanced sparsity has comparable inference speed when batchsize=1. But there is only 1 audio when decoding in real world, so the batch size is always 1, right?
Correct me if I mislead, thanks!
NVIDIA TensorRT supports a similar sparse mode as in the author's paper on the latest Ampere architecture, their actual speedup is very poor, and the speedup is only observable on sizes larger than 1024*1024ใ
The author's paper does not use hardware instruction set support similar to NVIDIA, but only uses handwritten KERNEL to achieve a greater speedup ratio than the NVIDIA`s paper, so I think the author should release the source code to respond to everyone's doubts
Hi @Howal ,
I'm really interested to your work. Can you put the pruning source code on the github so that other people who are interested to your work can get to understand your achievement ASAP?
Thanks.
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