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rk3568,测试yolov5多batch推理时遇到问题。自训练模型rknn推理,单batch量化没问题,多batch不量化时没问题,多batch、量化后推理有很多无效框且不准确;但是基于yolov5官方模型转的(都是相同的转模型方法)就没问题。
我想知道我训练的和官方模型大概有什么区别会导致这个问题?
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使用build-linux.sh执行编译whisper出现问题:
![image](https://github.com/user-attachments/assets/bf5d2902-7917-4c23-82a9-1c5552c308fb)
指令内容:
./build-linux.sh -t rk3588 -a aarch64 -d whisper
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模型文件: [matmul_1_1_256_256..zip](https://github.com/user-attachments/files/15775787/matmul_1_1_256_256.zip)
测试过的RKNN版本: 2.0.0b0/ 2.0.0b14
- 原ONNX模型,使用netron查看转换后的rknn模型,以及rknn的日志中获取的输入Shape均为[1,1,256…
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[yolov8s-pose.rknn.load.txt](https://github.com/rockchip-linux/rknn-toolkit/files/13407551/yolov8s-pose.rknn.load.txt)
以上为日志文件。
我在使用rknntoolkit1.7.5的可视化工具,将yolov8n-pose(opset=12)的onnx转化为rknn时,遇到了报…
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Hello! Thanks for the awesome inference library and NPU. I have recently been working on adding Rockchip NPU real-time object detection support to the [Scrypted](https://github.com/koush/scrypted/pull…
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在j4125上部署了rknn-toolkit2,使用的是1.6版本(最新的2.0版本同样报错)
(rknpu3.9) ➜ model python ../python/convert.py ./yolov8n_opset19.onnx rk3588
W init: rknn-toolkit2 version: 1.6.0+81f21f4d
--> Config model
done
--…
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When using jupyter-notebook (ipython) the RKNN module fails loading with:
`NameError: name 'exit' is not defined`
though it runs ok on normal python. Also, pre-defining `from sys import exit` do…
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D RKNN: [20:19:30.640] >>>>>> start: rknn::RKNNSubgraphManager
D RKNN: [20:19:30.640] setNativeLayout(64), tname:[/backbone/conv1/conv1.3/MaxPool_output_0]
I RKNN: [20:19:30.640] AppointLayout: t->s…
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I have quantized *.jit model (quantization has been performed in torch). But rknn-toolkit can not load it :(
rknn-toolkit_v1.7.3 + torch_v1.9.0
```python
...
rknn.config(quantize_input_node=Tr…
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I am trying to port the project to run on an RV1126 device, but I encountered the following issues:
1. **Slow Model Loading with Full RKNPU Driver:** When using the full RKNPU driver, face recognit…