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Dinov3-ViT-S-16

Dinov3-ViT-S-16,使用 Model Farm 官方预处理与样例,逐板卡验证。

部署到自己的板卡
QCS6490
8.5msW8A8
QCS8550
4.8msW8A16
IQ9
需适配
IQ8
需适配

机房真机实测,全部精度 ›

运行效果

样例输入
真机输出
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    "outputShapes": [
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    ],
    "tensorsUrl": "/files/runs/pvr_4suv5wm4bj/3e2851c5959d3ab7c4d32480-b3-features.npz"
  }
}
机房真机 QCS8550 · W8A16 · 处理耗时 5.9 ms

板卡实测

真机处理时延的中位数。多阶段模型计入各阶段处理,生成模型的耗时受输入和输出长度影响。

板卡精度速度FPS峰值内存
QCS6490W8A8默认8.5 ms117.572 MB
W8A1613.5 ms73.972 MB
QCS8550W8A16默认4.8 ms210.5127 MB
FP165 ms198.4147 MB
W8A83.4 ms298.5122 MB
IQ9QCS9075—需适配——
IQ8QCS8275—需适配——

部署指南

  1. 1

    在工作流中跑通

    用样例或自己的输入在机房的QCS8550 上运行,确认结果和速度。

  2. 2

    导出工程

    在工作流右上角选择「导出」,下载工程包。模型与样例按 sha256 锁定,前后处理与网站运行时一致。

  3. 3

    在板卡上安装运行库

    把工程拷到QCS8550(ARM64、Python 3.10 的 AidLux 环境,AidLux ≥ 2.0),在工程目录下载并校验已验证的配套运行库。

    python3 install-sdk.py
  4. 4

    只需要模型文件?

    各板卡的构建也发布在 Hugging Face ↗,按芯片下载,文件与工程包中的完全一致。

    hf download APLUX-Agora/Dinov3-ViT-S-16 --include "targets/QCS8550/*" --local-dir ./resources
  5. 5

    运行

    结果写入 outputs/,并打印每块积木的耗时。工程通过官方 AidLite 接口加载模型,代码完整随包提供。

    python3 app/pipeline.py --sdk-root .sdk --input 你的文件
AidLux 开发文档 ↗

规格

任务
其他
输入尺寸
224×224
来源
Model Farm
许可证
Apache-2.0
版本
1.0.0