| --- |
| 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.onnx (源模型 / 源模型元数据) |
| - resnet101-63fe2227.pth (源模型 / 源模型元数据) |
| - SVP_NNN_PC_V1.0.6.0.tgz (附加资源 / 附加资源) |
|
|
| ## 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 |
| |
