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JDAI-CV / dabnn

dabnn is an accelerated binary neural networks inference framework for mobile platform
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Any comparison with Bitstream? #44

Closed HolmesShuan closed 5 years ago

HolmesShuan commented 5 years ago

Nice job! Bitstream refers to BitStream: An efficient framework for inference of binary neural networks on CPUs. Thanks in advance.

daquexian commented 5 years ago

Thanks for your issue! I am looking forward to compare with BitStream. Unfortunately, BitStream is not open source and even not publicly available. So there is no way to compare them quantitatively. There is some rough comparison in our acm mm paper, which will be published soon.

On Mon, Jul 29, 2019, 7:24 PM Shuan notifications@github.com wrote:

Nice job! Bitstream refers to BitStream: An efficient framework for inference of binary neural networks on CPUs https://www.sciencedirect.com/science/article/pii/S0167865519301230. Thanks in advance.

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daquexian commented 5 years ago

Copied from our acm mm paper:

image

We will publish our paper on arxiv soon.

daquexian commented 5 years ago

BTW, I benefit a lot from your repos like https://github.com/HolmesShuan/ResNet-18-Caffemodel-on-ImageNet :) Thanks for your contribution.

Would you like to join our QQ group (1021964010, answer: nndab)?

HolmesShuan commented 5 years ago

Thanks for your invitation, I'm currently working for another AI company on the deployment of CNN on edge devices. Hope to see your work soon!