Delete model_farm_yolov10x_qcs8550_qnn2.31_int8_aidlite
Browse files- model_farm_yolov10x_qcs8550_qnn2.31_int8_aidlite/README.md +0 -43
- model_farm_yolov10x_qcs8550_qnn2.31_int8_aidlite/models/cutoff_yolov10x_w8a8.qnn231.ctx.bin.aidem +0 -3
- model_farm_yolov10x_qcs8550_qnn2.31_int8_aidlite/models/post_pro.onnx +0 -3
- model_farm_yolov10x_qcs8550_qnn2.31_int8_aidlite/python/bus.jpg +0 -3
model_farm_yolov10x_qcs8550_qnn2.31_int8_aidlite/README.md
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## Model Information
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### Source model
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- Input shape: [1,3,640,640]
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- Number of parameters: 30.34M
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- Model size: 112.73M
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- Output shape: [1,300,6]
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Source model repository: [YOLOV10-x](https://github.com/THU-MIG/yolov10)
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### Converted model
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- Precision: INT8
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- Backend: QNN2.31
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- Target Device: SNM972 QCS8550
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## Model Conversion Reference
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User can find model conversion reference at [aimo.aidlux.com](https://aimo.aidlux.com/#/public/7f3bee49-98bb-4d48-8635-3ed4c9c2bfc5)
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## Inference with AidLite SDK
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### SDK installation
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Model Farm uses AidLite SDK as the model inference SDK. For details, please refer to the [AidLite Developer Documentation](https://v2.docs.aidlux.com/en/sdk-api/aidlite-sdk/)
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- Install AidLite SDK
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```bash
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# Install the appropriate version of the aidlite sdk
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sudo aid-pkg update
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sudo aid-pkg install aidlite-sdk
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# Download the qnn version that matches the above backend. Eg Install QNN2.23 Aidlite: sudo aid-pkg install aidlite-qnn223
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sudo aid-pkg install aidlite-{QNN VERSION}
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```
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- Verify AidLite SDK
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```bash
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# aidlite sdk c++ check
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python3 -c "import aidlite ; print(aidlite.get_library_version())"
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# aidlite sdk python check
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python3 -c "import aidlite ; print(aidlite.get_py_library_version())"
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```
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model_farm_yolov10x_qcs8550_qnn2.31_int8_aidlite/models/cutoff_yolov10x_w8a8.qnn231.ctx.bin.aidem
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version https://git-lfs.github.com/spec/v1
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oid sha256:fc0fa58b00cb3a30938da11fc333d22919725cb9e610d697f69a14f512448788
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size 32595600
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model_farm_yolov10x_qcs8550_qnn2.31_int8_aidlite/models/post_pro.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:ec661775a0a2bc3fac35bf15917f59d991b5b5131db57d855aa57a2543be6ca4
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size 6852
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model_farm_yolov10x_qcs8550_qnn2.31_int8_aidlite/python/bus.jpg
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