论文名称:Run, Don’t Walk: Chasing Higher FLOPS for Faster Neural Networks 论文地址:https://arxiv.org/abs/2303.03667 作者发现由于效率低下的每秒浮点运算,每秒浮点运算的减少并不一定会导致类似水平的延迟减少。提出通过同时减少冗余计算和内存访问有效地提取空间特征。然后基于PConv进一步提出FasterNet,再准的基...
2012; Zeiler & Fergus, 2013; Sermanet et al., 2014; Simonyan & Zisserman, 2014) which has become possible due to the large public image repositories, such as ImageNet (Deng et al., 2009), and high-performance computing systems, such as ...
ICCV 2021 | LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference论文阅读笔记 烟意韩 2 人赞同了该文章 论文:arxiv.org/abs/2104.0113 代码(刚刚开源): github.com/facebookrese ABSTRACT 我们设计了一系列的图像分类体系结构,在优化精度和效率之间权衡。我们的工作利用了基于最新发现注意力...
其中60%的引用量都来自三篇paper,分别是resnet,faster rcnn和mask rcnn。现在不管什么平台文章、公众号都把何恺明吹上天了,这些文章最常拿出来说的就是引用量。单纯拿引用量比较学者是没有意义的,尤其是拿这种已经超过上万引用量的paper,这种paper引用量哪怕再高也不会增加它的价值。resnet的引用量已经快要20万...
accuracy tradeoff. For example, at 80% ImageNet top-1 accuracy, LeViT is 5 times faster than EfficientNet on CPU. We release the code at this https URL 展开全部 机器翻译 AI理解论文&经典十问 挑战十问 Request failed with status code 503...
ICCV 2021 | LeViT: a Vision Transformer in ConvNet‘s Clothing for Faster Inference论文阅读笔记,程序员大本营,技术文章内容聚合第一站。
3.Faster RCNN被申请了专利,已授权; 4. 最近很火的Non-Local神经网络被申请了专利,尚未授权; 5. (CV君发现)没有公开的授权专利和专利申请明显与ResNet、Focal Loss和Mask RCNN相关,ResNet、Focal Loss和Mask RCNN很可能没有申请对应专利; 6. 由于专利申请一般会在18个月后公开,所以18年下半年到如今的何恺...
forward def forward(self, x: Tensor) -> Tensor: # 论文中FasterNet Block shortcut = x x = self.spatial_mixing(x) x = shortcut + self.drop_path(self.mlp(x)) return x def forward_layer_scale(self, x: Tensor) -> Tensor: shortcut = x x = self.spatial_mixing(x) x = shortcut...