shadow-cann's picture
Add files using upload-large-folder tool
a1ac733 verified
{
"name": "ShuffleNetV2",
"id": "j3mlrvvlvs00",
"description": "ShuffleNetV2是Shufflenet的升级版本,作为轻量级网络,通过遵循降低网络的碎片程度、减少element-wise等设计准则,在保证精度的前提下进一步追求高性能。",
"category": "计算机视觉",
"framework": [
"PyTorch"
],
"supportOs": [
"OpenHarmony",
"Linux"
],
"computingPower": [
"Hi3403V100 SVP_NNN",
"Hi3403V100 NNN"
],
"tags": [
"分类"
],
"repositoryUrl": "https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/ShuffleNetV2",
"licenseUrl": "https://github.com/pytorch/vision/blob/v0.14.0/LICENSE",
"downloads": [
{
"fileName": "shufflenetv2_om-A8W8.om",
"variants": [
"编译模型 / A8W8"
]
},
{
"fileName": "shufflenetv2.om",
"variants": [
"编译模型 / FP16",
"编译模型 / OM 元数据 / A8W8"
]
},
{
"fileName": "shufflenetv2_x1-5666bf0f80.pth",
"variants": [
"源模型 / 源模型下载",
"源模型 / 源模型元数据"
]
},
{
"fileName": "shufflenetv2.onnx",
"variants": [
"源模型 / 源模型下载"
]
},
{
"fileName": "SVP_NNN_PC_V1.0.6.0.tgz",
"variants": [
"附加资源 / 附加资源"
]
}
],
"apiDetail": {
"createdBy": 139036723332644,
"creationDate": "2026-03-16 20:19:07",
"creationUserCN": "y-0089",
"lastUpdatedBy": null,
"lastUpdateDate": "2026-03-26 09:35:38",
"lastUpdateUserCN": "y-0089",
"rowIdx": -1,
"id": "j3mlrvvlvs00",
"name": "ShuffleNetV2",
"isBeta": 0,
"betaVersionDesc": "",
"description": "ShuffleNetV2是Shufflenet的升级版本,作为轻量级网络,通过遵循降低网络的碎片程度、减少element-wise等设计准则,在保证精度的前提下进一步追求高性能。",
"parentId": "h3keatlcto00",
"coverImageId": 1700942607089666,
"coverImageUrl": "https://openxinhuo-board-image.obs.cn-east-3.myhuaweicloud.com/1700942607089666%2Fshu.png",
"modelEffectId": null,
"modelEffectUrl": "",
"computerVersion": [
"分类"
],
"naturalLanguageProcess": [],
"multimodal": [],
"video": [],
"framework": [
"PyTorch"
],
"modelRepository": "https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/ShuffleNetV2",
"originModel": [
{
"id": "1706935967612930",
"name": "shufflenetv2_x1-5666bf0f80.pth",
"url": null,
"size": "9218294"
},
{
"id": "1706935984455683",
"name": "shufflenetv2_fix.onnx",
"url": null,
"size": "9124982"
}
],
"originModelLink": "",
"dataSet": "https://image-net.org/",
"modelLicense": "https://github.com/pytorch/vision/blob/v0.14.0/LICENSE",
"detailParams": [
{
"name": "输入",
"value": "224x224"
},
{
"name": "参数量",
"value": "2.271M"
},
{
"name": "计算量",
"value": "0.298GFLOPs"
}
],
"quickStart": {
"url": "https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/ShuffleNetV2",
"markDownUrl": "",
"developLanguage": [
{
"language": "C++",
"context": "{\"ops\":[{\"attributes\":{\"background\":\"#ffffff\",\"size\":\"13px\",\"color\":\"#080808\"},\"insert\":\"ShuffleNetV2可以通过以下代码完成快速推理, 该代码仅展示主要流程,完整实现参考src/main.cpp文件和readme\"},{\"attributes\":{\"text-indent\":\"0px\"},\"insert\":\"\\n\"},{\"attributes\":{\"text-indent\":\"0px\",\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"#include \\\"model.h\\\"\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"#include \\\"log.h\\\"\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\\n\"},{\"insert\":\"using namespace Infer;\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\\n\"},{\"insert\":\"int main()\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"{\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"    EnvInit();\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"    std::string omModelPath = \\\"/path/to/model.om\\\"; // ShuffleNetV2 模型文件路径 \"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"    std::string imagePath = \\\"/path/to/image.jpg\\\"; // 输入图片路径\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"    std::unique_ptr<Model> model = std::make_unique<Model>();\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"    if (model->Load(omModelPath, ModelType::ShuffleNetV2) != 0) {\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"        LOG(ERROR) << \\\"fail to load model\\\";\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"        return -1;\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"    }\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"    auto ret = model->Infer(imagePath, FileType::SingelImageFile);\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"    if (ret.size() == 0) {\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"        LOG(ERROR) << \\\"fail to infer model\\\";\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"        model->Unload();\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"        return -1;\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"    }\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"    if (model->Unload() != 0) {\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"        LOG(ERROR) << \\\"fail to unload model\\\";\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"        return -1;\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"    }\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"    EnvDeinit();\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"    return 0;\"},{\"attributes\":{\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"insert\":\"}\"},{\"attributes\":{\"text-indent\":\"0px\",\"code-block\":\"plain\"},\"insert\":\"\\n\"},{\"attributes\":{\"background\":\"#ffffff\",\"size\":\"13px\",\"color\":\"#080808\"},\"insert\":\"备注:头文件和动态库位于\"},{\"attributes\":{\"background\":\"#ffffff\",\"size\":\"13px\",\"color\":\"#315fbd\",\"link\":\"https://gitee.com/HiSpark/modelzoo/tree/master/samples/common\"},\"insert\":\"/samples/common\"},{\"attributes\":{\"background\":\"#ffffff\",\"size\":\"13px\",\"color\":\"#080808\"},\"insert\":\"目录下,编译配置参考\"},{\"attributes\":{\"background\":\"#ffffff\",\"size\":\"13px\",\"color\":\"#315fbd\",\"link\":\"https://gitee.com/HiSpark/modelzoo/blob/master/samples/built-in/classification/ShuffleNetV2/src/CMakeLists.txt\"},\"insert\":\"文件\"},{\"attributes\":{\"text-indent\":\"0px\"},\"insert\":\"\\n\\n\"}]}"
}
]
},
"status": "released",
"currentHandler": "",
"currentHandlerName": "",
"jsonPath": "https://gitee.com/HiSpark/modelzoo-dev/blob/master/samples/built-in/classification/ShuffleNetV2/ShuffleNetV2.json",
"modelAdaptor": [
{
"createdBy": null,
"creationDate": null,
"creationUserCN": null,
"lastUpdatedBy": null,
"lastUpdateDate": null,
"lastUpdateUserCN": null,
"rowIdx": -1,
"id": "i8ttm5k1tc00",
"name": "Hi3403V100 SVP_NNN",
"modelId": "j3mlrvvlvs00",
"modelName": "ShuffleNetV2",
"supportNames": [
"A8W8"
],
"toolkit": [
{
"name": "CANN工具",
"url": "https://hispark-obs.obs.cn-east-3.myhuaweicloud.com/SVP_NNN_PC_V1.0.6.0.tgz",
"desc": "Al异构计算架构;提升计算效率的关键平台",
"imgId": "cann"
},
{
"name": "编译工具链",
"url": "https://gitee.com/HiSpark/pegasus/blob/Beta-v0.9.1/docs/Hi3403V100%E7%8E%AF%E5%A2%83%E6%90%AD%E5%BB%BA%E6%8C%87%E5%8D%97/Hi3403V100%E7%8E%AF%E5%A2%83%E6%90%AD%E5%BB%BA%E6%8C%87%E5%8D%97.md#241%E5%AE%89%E8%A3%85clang%E4%BA%A4%E5%8F%89%E7%BC%96%E8%AF%91%E5%99%A8",
"desc": "高效编译,精准适配;AI性能优化,应用流畅运行",
"imgId": "tool"
},
{
"name": "SDK",
"url": "https://gitee.com/HiSpark/ss928v100_clang/tree/Beta-v0.9.1/",
"desc": "稳定、易用的设计;支撑客户快速产品量产",
"imgId": "sdk"
}
],
"supportOs": [
"OpenHarmony",
"Linux"
],
"supportQuantify": [
{
"createdBy": 139036723332644,
"creationDate": "2026-03-24 16:12:28",
"creationUserCN": "y-0089",
"lastUpdatedBy": 139036723332644,
"lastUpdateDate": "2026-03-24 16:12:28",
"lastUpdateUserCN": "y-0089",
"rowIdx": -1,
"id": "j67a4f9pvs00",
"name": "A8W8",
"computingId": "i8ttm5k1tc00",
"computingName": "Hi3403V100 SVP_NNN",
"omOfflineModelUrl": null,
"omOfflineModelId": 1706936007458819,
"omOfflineModelSize": "2781048",
"omOfflineModelName": "shufflenetv2.om",
"omOfflineModel": [
{
"id": "1706936007458819",
"name": "shufflenetv2.om",
"url": null,
"size": "2781048"
}
],
"omOfflineModelLink": null,
"releaseTime": "2025-08-29",
"boardOs": "OpenHarmony",
"modelLicense": "https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/ShuffleNetV2/LICENSE",
"modelPerformance": [
{
"performanceValue": "2.495",
"unit": "耗时(ms)",
"desc": ""
},
{
"performanceValue": "400.867",
"unit": "性能(fps)",
"desc": ""
},
{
"performanceValue": "10.823",
"unit": "单帧内存带宽(MB)",
"desc": ""
},
{
"performanceValue": "5.359",
"unit": "内存(MB)",
"desc": ""
}
],
"deleted": 0
}
],
"deleted": 0
},
{
"createdBy": null,
"creationDate": null,
"creationUserCN": null,
"lastUpdatedBy": null,
"lastUpdateDate": null,
"lastUpdateUserCN": null,
"rowIdx": -1,
"id": "i8ttm5k1tc01",
"name": "Hi3403V100 NNN",
"modelId": "j3mlrvvlvs00",
"modelName": "ShuffleNetV2",
"supportNames": [
"A8W8",
"FP16"
],
"toolkit": [
{
"name": "CANN工具",
"url": "",
"desc": "SS928 V100R001C02SPC022; (请联系FAE获取)",
"imgId": "cann"
},
{
"name": "编译工具链",
"url": "",
"desc": "aarch64-mix210-linux-gcc;(请联系FAE获取)",
"imgId": "tool"
},
{
"name": "SDK",
"url": "",
"desc": "SS928 V100R001C02SPC022; (请联系FAE获取",
"imgId": "sdk"
}
],
"supportOs": [
"Linux"
],
"supportQuantify": [
{
"createdBy": 139036723332644,
"creationDate": "2026-03-24 16:12:28",
"creationUserCN": "y-0089",
"lastUpdatedBy": 139036723332644,
"lastUpdateDate": "2026-03-24 16:12:28",
"lastUpdateUserCN": "y-0089",
"rowIdx": -1,
"id": "j67a4fb1vs00",
"name": "FP16",
"computingId": "i8ttm5k1tc01",
"computingName": "Hi3403V100 NNN",
"omOfflineModelUrl": null,
"omOfflineModelId": 1706936007458819,
"omOfflineModelSize": "6699325",
"omOfflineModelName": "shufflenetv2.om",
"omOfflineModel": [
{
"id": "1734300059959298",
"name": "shufflenetv2_dlite.om",
"url": null,
"size": "6701315"
}
],
"omOfflineModelLink": null,
"releaseTime": "2025-12-23",
"boardOs": "Linux",
"modelLicense": "https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/classification/ShuffleNetV2/LICENSE",
"modelPerformance": [
{
"performanceValue": "3.92",
"unit": "耗时(ms)",
"desc": ""
},
{
"performanceValue": "255",
"unit": "性能(fps)",
"desc": ""
},
{
"performanceValue": "30.142",
"unit": "带宽(MB)",
"desc": ""
},
{
"performanceValue": "60.426",
"unit": "内存(MB)",
"desc": ""
}
],
"deleted": 0
}
],
"deleted": 0
}
],
"saveType": null,
"deleteType": null,
"latest": "Y",
"deleted": 0,
"modelPhase": "released",
"remark": null,
"fileInfo": null,
"reviewType": null,
"owner": "y-0089",
"ownerBy": 139036723332644,
"optional": null,
"optionalList": [
"0e900d99dee8461b8"
],
"optionalBy": null,
"downloadNum": 20,
"collectNum": null,
"isCollect": null
}
}