skoroneos
commented
1 month ago I have been banging my head on this for a whole day. You are missing the AVX command. from your CPU, either because you machine does not have it (old hardware) or if you are using a VM its not passing it through. Do a cat /proc/cpuinfo | grep avx to verify it
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 --> Loading model Loading : 100%|████████████████████████████████████████████████| 149/149 [00:00<00:00, 12744.22it/s] done --> Building model W build: found outlier value, this may affect quantization accuracy const name abs_mean abs_std outlier value model.0.conv.weight 2.44 2.47 -17.494 model.22.cv3.2.1.conv.weight 0.09 0.14 -10.215 model.22.cv3.1.1.conv.weight 0.12 0.19 13.361, 13.317 model.22.cv3.0.1.conv.weight 0.18 0.20 -11.216 [1] 31398 illegal hardware instruction (core dumped) python ../python/convert.py ./yolov8n_opset19.onnx rk3588 (rknpu3.9) ➜ model
(rknpu3.9) ➜ model pip list Package Version
absl-py 2.1.0 astunparse 1.6.3 cachetools 5.3.3 certifi 2024.6.2 charset-normalizer 3.3.2 coloredlogs 15.0.1 fast-histogram 0.14 flatbuffers 24.3.25 gast 0.6.0 google-auth 2.31.0 google-auth-oauthlib 0.4.6 google-pasta 0.2.0 grpcio 1.64.1 h5py 3.11.0 humanfriendly 10.0 idna 3.7 importlib_metadata 8.0.0 keras 2.8.0 Keras-Preprocessing 1.1.2 libclang 18.1.1 Markdown 3.6 MarkupSafe 2.1.5 mpmath 1.3.0 numpy 1.23.5 oauthlib 3.2.2 onnx 1.14.1 onnxoptimizer 0.2.7 onnxruntime 1.16.0 opencv-python 4.10.0.84 opt-einsum 3.3.0 packaging 24.1 pip 24.0 protobuf 3.20.3 psutil 6.0.0 pyasn1 0.6.0 pyasn1_modules 0.4.0 requests 2.32.3 requests-oauthlib 2.0.0 rknn-toolkit2 1.6.0+81f21f4d rsa 4.9 ruamel.yaml 0.18.6 ruamel.yaml.clib 0.2.8 scipy 1.13.1 setuptools 69.5.1 six 1.16.0 sympy 1.12.1 tensorboard 2.8.0 tensorboard-data-server 0.6.1 tensorboard-plugin-wit 1.8.1 tensorflow 2.8.0 tensorflow-io-gcs-filesystem 0.37.1 termcolor 2.4.0 tf-estimator-nightly 2.8.0.dev2021122109 torch 1.10.1 tqdm 4.66.4 typing_extensions 4.12.2 urllib3 2.2.2 Werkzeug 3.0.3 wheel 0.43.0 wrapt 1.16.0 zipp 3.19.2
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