| language: | |
| - zh | |
| tags: | |
| - hisilicon | |
| - hispark | |
| - npu | |
| - openharmony | |
| - modelzoo | |
| - pytorch | |
| # EfficientNetV2 | |
| EfficientNetV2是一系列图像分类模型，与现有技术相比，其实现了更好的参数效率和更快的训练速度。基于EfficientNetV1，Efficient NetV2模型使用神经架构搜索（NAS）来联合优化模型大小和训练速度，并以更快的训练和推理速度进行扩展。 | |
| ## Mirror Metadata | |
| - Hugging Face repo: shadow-cann/hispark-modelzoo-efficientnetv2 | |
| - Portal model id: hs4fr0150o00 | |
| - Created at: 2025-11-13 21:53:09 | |
| - Updated at: 2025-11-29 14:49:58 | |
| - 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: 288x288 | |
| - 参数量: 25.530M | |
| - 计算量: 8.235GFLOPs | |
| ## Files In This Repo | |
| - efficientnetv2.onnx (源模型 / 源模型下载; 源模型 / 源模型元数据) | |
| - efficientnetv2_t_agc-3620981a.pth (源模型 / 源模型下载; 源模型 / 源模型元数据) | |
| - vit_base_patch16_224.om (编译模型 / OM 元数据 / f16) | |
| - 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=hs4fr0150o00 | |
| - Upstream repository: https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/EfficientNetV2 | |
| - License reference: https://github.com/huggingface/pytorch-image-models/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: 1700943102148611_eff.png | |