简介

本仓库存储了与 Kalray 神经网络 API 兼容的 Alexnet 模型。</br> 详情及正确使用方法请参阅 www.github.com/kalray/kann-models-zoo。</br>

内容

• ONNX: alexnet-torch.onnx
• 量化 ONNX (INT8): alexnet-torch.onnx

参考文献笔记

• ImageNet Classification with Deep Convolutional Neural Networks, https://papers.nips.cc/paper_files/paper/2012/file/c399862d3b9d6b76c8436e924a68c45b-Paper.pdf
• One weird trick for parallelizing convolutional neural networks, https://arxiv.org/pdf/1404.5997.pdf

仓库或链接参考

• ONNX
• PyTorch | TorchVision

BibTeX 条目和引用信息

@article{ILSVRC15,
Author = {Olga Russakovsky and Jia Deng and Hao Su and Jonathan Krause and Sanjeev Satheesh and Sean Ma and Zhiheng Huang and Andrej Karpathy and Aditya Khosla and Michael Bernstein and Alexander C. Berg and Li Fei-Fei},
Title = {{ImageNet Large Scale Visual Recognition Challenge}},
Year = {2015},
journal   = {International Journal of Computer Vision (IJCV)},
doi = {10.1007/s11263-015-0816-y},
volume={115},
number={3},
pages={211-252}
}

作者：

• nbouberbachene@kalrayinc.com
• qmuller@kalrayinc.com