---
language:
- zh
tags:
- hisilicon
- hispark
- npu
- openharmony
- modelzoo
- pytorch
---

# ResNet101

ResNet是ImageNet竞赛中分类问题效果较好的网络，它引入了残差学习的概念，通过增加直连通道来保护信息的完整性，解决信息丢失、梯度消失、梯度爆炸等问题，让很深的网络也得以训练。ResNet有不同的网络层数，常用的有18-layer、34-layer、50-layer、101-layer、152-layer。

## Mirror Metadata

- Hugging Face repo: shadow-cann/hispark-modelzoo-resnet101
- Portal model id: h8eivmf56c00
- Created at: 2025-09-13 18:06:31
- Updated at: Unknown
- Category: 计算机视觉

## Framework

- PyTorch

## Supported OS

- OpenHarmony
- Linux

## Computing Power

- Hi3403V100 SVP_NNN
- Hi3403V100 NNN

## Tags

- 分类

## Detail Parameters

- 输入: 224x224
- 参数量: 44.496M
- 计算量: 15.686GFLOPs

## Files In This Repo

- resnet101.om (编译模型 / A8W8 / A8W8)
- resnet101_fp16_Hi3403V100-NNN.om (编译模型 / FP16 / FP16)
- resnet101.onnx (源模型 / 源模型下载)
- resnet101-63fe2227.pth (源模型 / 源模型下载)
- 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=h8eivmf56c00
- Upstream repository: https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/ResNet101
- License reference: https://github.com/pytorch/vision/blob/v0.14.0/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: 1700943569813507_res101.png