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模型转换报错 elementwise_add_bias_dims not equal to 1, fusion failed #10485

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LitchiCheng opened this issue Mar 30, 2024 · 10 comments
Open

模型转换报错 elementwise_add_bias_dims not equal to 1, fusion failed #10485

LitchiCheng opened this issue Mar 30, 2024 · 10 comments
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@LitchiCheng
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模型转换报错，实际推理同样报错
Paddle Lite 版本 2.13
Host ubuntu20.04
SOC imx8qxp
模型为yolov8s-seg.onnx、yolov5m-seg.onnx均测试过，都有该报错
使用

x2paddle --framework=onnx --model=yolov5m-seg.onnx --save_dir=yolov5m-seg_lite_pd_model --to_lite=True --lite_valid_places=opencl,arm --lite_model_type=protobuf

报错如下

[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.797 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
[W  3/30 15:50:11.798 ...zer/mir/fusion/conv_elementwise_fuser.cc:92 InsertNewNode] elementwise_add_bias_dims not equal to 1, fusion failed
INFO:root:Successfully exported Paddle Lite support model!
@LitchiCheng
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换成rk3399 opencl同样也是如上的报错，从模型转换就有问题

@wz1qqx
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wz1qqx commented Apr 1, 2024

这个只是模型转换过程中一个优化功能的日志信息，不影响最终的转换结果，根据你贴出来的日志最后一行显示模型应该是转换成功了。

@LitchiCheng
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这个只是模型转换过程中一个优化功能的日志信息，不影响最终的转换结果，根据你贴出来的日志最后一行显示模型应该是转换成功了。

实际运行起来直接segment报错了
image

sudo ./benchmark_bin \
    --model_file=yolov8s-seg_pd_model/inference_model/model.pdmodel \
    --param_file=yolov8s-seg_pd_model/inference_model/model.pdiparams \
    --input_shape=1,3,224,224 \
    --warmup=10 \
    --repeats=20 \
    --backend=opencl

@LitchiCheng
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LitchiCheng commented Apr 2, 2024 •
edited

@wz1qqx 麻烦再看下

@wz1qqx
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wz1qqx commented Apr 2, 2024

@wz1qqx 麻烦再看下

麻烦提供下模型

@LitchiCheng
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@wz1qqx
链接: https://pan.baidu.com/s/1WsVeURVGtJ7G2i8MRVGeZg 密码: c20c

@LitchiCheng
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@wz1qqx 链接: https://pan.baidu.com/s/1WsVeURVGtJ7G2i8MRVGeZg 密码: c20c

@wz1qqx 怎么样？

@wz1qqx
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wz1qqx commented Apr 7, 2024

@wz1qqx 链接: https://pan.baidu.com/s/1WsVeURVGtJ7G2i8MRVGeZg 密码: c20c

@wz1qqx 怎么样？

这边人力比较紧张，后续会安排同学进行复现 debug 工作，如果你那边很着急的话建议参考https://www.paddlepaddle.org.cn/lite/v2.11/develop_guides/add_new_pass.html进行排查，欢迎为repo提pr。

@wz1qqx
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wz1qqx commented Apr 7, 2024

@wz1qqx 链接: https://pan.baidu.com/s/1WsVeURVGtJ7G2i8MRVGeZg 密码: c20c

@wz1qqx 怎么样？

这边人力比较紧张，后续会安排同学进行复现 debug 工作，如果你那边很着急的话建议参考https://www.paddlepaddle.org.cn/lite/v2.11/develop_guides/add_new_pass.html进行排查，欢迎为repo提pr。

麻烦提供下原始模型、转换后的模型以及工程代码以便复现吧

目前 Paddle-Lite 暂时不支持该类模型，如果有强烈的需求可以反馈给 #10452 进行统计，我们会根据反馈统一进行开发排期。

@LitchiCheng
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@wz1qqx 链接: https://pan.baidu.com/s/1WsVeURVGtJ7G2i8MRVGeZg 密码: c20c

@wz1qqx 怎么样？

这边人力比较紧张，后续会安排同学进行复现 debug 工作，如果你那边很着急的话建议参考https://www.paddlepaddle.org.cn/lite/v2.11/develop_guides/add_new_pass.html进行排查，欢迎为repo提pr。

麻烦提供下原始模型、转换后的模型以及工程代码以便复现吧

目前 Paddle-Lite 暂时不支持该类模型，如果有强烈的需求可以反馈给 #10452 进行统计，我们会根据反馈统一进行开发排期。

原始模型在网盘连接中，paddlte的测试方式在最上面，用的时paddlelite自带的测试用例

@LitchiCheng LitchiCheng mentioned this issue Apr 8, 2024
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