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shadow-cann/
hispark-modelzoo-swin-transformer

Name: hispark-modelzoo-swin-transformer
Availability: InStock

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Swin-Transformer

Swin-Transformer是针对于图片处理设计的基于Transformer架构的神经网络。该网络针对原始Transformer迁移到图片端后计算量过大，复用困难的问题，提出了新的swin-block以代替原有的attention架构。模型以窗口的attention方式极大地减少了图像不同区域间的互相响应，同时也避免了部分冗余信息的产生。最终，模型在减少了大量计算量的同时，在不同的视觉传统任务上也有了效果的提升。

Mirror Metadata

Hugging Face repo: shadow-cann/hispark-modelzoo-swin-transformer
Portal model id: ko3ugg54j400
Created at: 2026-08-26 16:38:28
Updated at: 2026-09-01 16:13:06
Category: 计算机视觉

Framework

PyTorch

Supported OS

OpenHarmony
Linux

Computing Power

Hi3403V100 SVP_NNN
Hi3403V100 NNN

Detail Parameters

输入: 224x224
参数量: 28.798M
计算量: 9.567GFLOPs

Files In This Repo

swin.om (编译模型 / A8W8; 编译模型 / OM 元数据 / A8W8)
swin.onnx (源模型 / 源模型下载; 源模型 / 源模型元数据)
swin_tiny_patch4_window7_224.pth (源模型 / 源模型下载; 源模型 / 源模型元数据)
swin_sim.onnx (源模型 / 源模型下载; 源模型 / 源模型元数据)
SVP_NNN_PC_V1.0.6.0.tgz (工具链 / 工具链)

Upstream Links

Portal card: https://gitbubble.github.io/hisilicon-developer-portal-mirror/model-detail.html?id=ko3ugg54j400
Upstream repository: https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/Swin-Transformer
License reference: https://github.com/microsoft/Swin-Transformer/blob/main/LICENSE

Notes

This repository was mirrored from the HiSilicon Developer Portal model card and local downloads captured on 2026-03-27.
File ownership follows the portal card mapping, not just filename similarity.
Cover image: 1701485580845059_swint.png

shadow-cann/hispark-modelzoo-swin-transformer