PaddleX推理程序报错：ValueError: (InvalidArgument) generate_proposals_v2(): argument 'Scores' (position 0) must be Tensor, but got Tensor (at ..\paddle\fluid\pybind\op_function_common.cc:818)，直接load和predict不能用了 #1635

dingjingru · 2022-12-01T05:30:32Z

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描述问题

复现

您是否已经正常运行我们提供的教程？
您是否在教程的基础上修改代码内容？还请您提供运行的代码
您使用的数据集是？
请提供您出现的报错信息及相关log

环境

请提供您使用的PaddlePaddle和PaddleX的版本号
请提供您使用的操作系统信息，如Linux/Windows/MacOS
请问您使用的Python版本是？
请问您使用的CUDA/cuDNN的版本号是？

lailuboy · 2022-12-01T07:17:54Z

还请提供详细错误信息，还有版本信息，以及调用的具体模型和相关代码

jc-zju · 2022-12-02T09:01:54Z

还请提供详细错误信息，还有版本信息，以及调用的具体模型和相关代码

我也是相同问题，用你们示例中给的安全帽检测代码没有改动(paddlex.det.YOLOv3)，使用的自己的数据集
环境如下：
ubuntu20.04
python3.7
paddlepaddle-gpu2.4.0
paddlex2.1.0
cuda11.6
cuDNN8.4.0

报错信息如下:

(most recent call last):
File "/home/jjc/Software/anaconda3/envs/paddlex/lib/python3.7/code.py", line 90, in runcode
exec(code, self.locals)
File "", line 1, in
File "/home/jjc/Software/pycharm-community-2022.2.4/plugins/python-ce/helpers/pydev/_pydev_bundle/pydev_umd.py", line 198, in runfile
pydev_imports.execfile(filename, global_vars, local_vars) # execute the script
File "/home/jjc/Software/pycharm-community-2022.2.4/plugins/python-ce/helpers/pydev/_pydev_imps/_pydev_execfile.py", line 18, in execfile
exec(compile(contents+"\n", file, 'exec'), glob, loc)
File "/home/jjc/Program/Helmet/train.py", line 76, in
use_vdl=False) # 其用visuadl进行可视化训练记录
File "/home/jjc/Software/anaconda3/envs/paddlex/lib/python3.7/site-packages/paddlex/cv/models/detector.py", line 334, in train
use_vdl=use_vdl)
File "/home/jjc/Software/anaconda3/envs/paddlex/lib/python3.7/site-packages/paddlex/cv/models/base.py", line 397, in train_loop
return_details=True)
File "/home/jjc/Software/anaconda3/envs/paddlex/lib/python3.7/site-packages/paddlex/cv/models/detector.py", line 499, in evaluate
outputs = self.run(self.net, data, 'eval')
File "/home/jjc/Software/anaconda3/envs/paddlex/lib/python3.7/site-packages/paddlex/cv/models/detector.py", line 105, in run
net_out = net(inputs)
File "/home/jjc/Software/anaconda3/envs/paddlex/lib/python3.7/site-packages/paddle/fluid/dygraph/layers.py", line 948, in call
return self.forward(*inputs, **kwargs)
File "/home/jjc/Software/anaconda3/envs/paddlex/lib/python3.7/site-packages/paddlex/ppdet/modeling/architectures/meta_arch.py", line 71, in forward
outs.append(self.get_pred())
File "/home/jjc/Software/anaconda3/envs/paddlex/lib/python3.7/site-packages/paddlex/ppdet/modeling/architectures/yolo.py", line 124, in get_pred
return self._forward()
File "/home/jjc/Software/anaconda3/envs/paddlex/lib/python3.7/site-packages/paddlex/ppdet/modeling/architectures/yolo.py", line 115, in _forward
self.inputs['im_shape'], self.inputs['scale_factor'])
File "/home/jjc/Software/anaconda3/envs/paddlex/lib/python3.7/site-packages/paddle/fluid/dygraph/layers.py", line 948, in call
return self.forward(*inputs, **kwargs)
File "/home/jjc/Software/anaconda3/envs/paddlex/lib/python3.7/site-packages/paddlex/ppdet/modeling/post_process.py", line 67, in forward
bboxes, score = self.decode(head_out, rois, im_shape, scale_factor)
File "/home/jjc/Software/anaconda3/envs/paddlex/lib/python3.7/site-packages/paddlex/ppdet/modeling/layers.py", line 548, in call
self.clip_bbox, self.scale_x_y)
File "/home/jjc/Software/anaconda3/envs/paddlex/lib/python3.7/site-packages/paddlex/ppdet/modeling/ops.py", line 703, in yolo_box
boxes, scores = core.ops.yolo_box(x, origin_shape, *attrs)
ValueError: (InvalidArgument) yolo_box(): argument 'X' (position 0) must be Tensor, but got Tensor (at /paddle/paddle/fluid/pybind/op_function_common.cc:818)

sralvins · 2022-12-08T07:59:42Z

我也遇到了这个问题。在aistudio里运行“基于时空信息的异常行为检测”没有报错，但在自己的服务器上报ValueError，报错信息正如这个issue。我看了下aistudio环境里的paddle是2.2.2版本（自己服务器安装的是2.4.0），尝试降级paddle，降到了2.3.2版本，就可以正常运行。应该是是paddle v2.4.0的bug吧。而且报错信息也太扯了：“... must be Tensor, but got Tensor ...”

ulen2000 · 2022-12-13T09:25:11Z

我也遇到同样的问题。今天刚解决，只要把paddle版本降低到2.3.2就可以了

mochaoxiong · 2023-02-01T03:03:36Z

我也遇到同样的问题。今天刚解决，只要把paddle版本降低到2.3.2就可以了

你是对的。应该是版本问题。我改了也可以了。感谢

linuxonly801 · 2023-03-15T15:24:02Z

我也是同样的问题，也是把paddle换成了2.3.2解决的。
只是觉得这个报错很搞笑：must be Tensor, but got Tensor。我当时还怀疑了一下自己的英语水平。。。

Guo2Wa · 2023-04-05T06:11:00Z

太神了。上CSDN搜了半天找不到答案，上Gitvhub一秒解决了

zingcz · 2023-05-10T07:13:19Z

这个问题现在依旧存在，paddlepaddle回退2.3.2版本后解决

2018-Summer · 2023-05-18T08:31:29Z

果然也是这个问题。paddlepaddle-gpu 2.4.2.post117 退到 paddlepaddle-gpu 2.3.2.post116，就完美的解决了，真是很奔溃；感谢感谢

code-leitianshuo · 2023-06-01T12:11:41Z

对的，我也是这样，目前2.4.2都没被修复呢

GitYesm · 2023-07-03T02:11:48Z

降倒2.3.2还是会错 X ValueError: (InvalidArgument) yolo_box(): argument 'X' (position 0) must be Tensor, but got Tensor (at /paddle/paddle/fluid/pybind/op_function_common.cc:818)，应该怎么解决这个问题？

2018-Summer · 2023-07-03T02:16:21Z

你python是3.7的吗？要是不是最好把python版本换回来。

code-leitianshuo · 2023-07-09T03:28:13Z

python3.9的你python是3.7的吗？要是不是最好把python版本换回来。 — Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you commented.Message ID: ***@***.***>

Grubby-Wang · 2023-12-26T08:58:23Z

paddle =2.4.0版本是遇到同样的问题，训练时正常没有报错，但是一个epco结束开始验证就报这个错误：
ValueError: (InvalidArgument) yolo_box(): argument 'X' (position 0) must be Tensor, but got Tensor

退回到2.3.2版本又提示：开始train时又提示：
AttributeError( --> 317 "module 'pyarrow' has no attribute '{0}'".format(name) 318 ) 319 AttributeError: module 'pyarrow' has no attribute 'default_serialization_context'

真的是崩溃！

Grubby-Wang · 2023-12-26T08:58:43Z

paddle =2.4.0版本是遇到同样的问题，训练时正常没有报错，但是一个epco结束开始验证就报这个错误： ValueError: (InvalidArgument) yolo_box(): argument 'X' (position 0) must be Tensor, but got Tensor

退回到2.3.2版本又提示：开始train时又提示： AttributeError( --> 317 "module 'pyarrow' has no attribute '{0}'".format(name) 318 ) 319 AttributeError: module 'pyarrow' has no attribute 'default_serialization_context'

真的是崩溃！

到底有没有解决办法！

ThelilinNB · 2024-02-01T09:18:14Z

降倒2.3.2还是会错 X ValueError: (InvalidArgument) yolo_box(): argument 'X' (position 0) must be Tensor, but got Tensor (at /paddle/paddle/fluid/pybind/op_function_common.cc:818)，应该怎么解决这个问题？

你好，请问你解决了这个问题了么

DreamMaker777 · 2024-03-28T07:23:35Z

接口改太多了，可以参照paddledetection的代码，在proposal_generator.py文件中将ops.generate_proposals相关的代码改为：
if hasattr(paddle.vision.ops, "generate_proposals"):
# print("in")
generate_proposals = getattr(paddle.vision.ops,
"generate_proposals")
else:
generate_proposals = ops.generate_proposals
# generate_proposals = ops.generate_proposals
# print("score:", scores.shape)
rpn_rois, rpn_rois_prob, rpn_rois_num = generate_proposals(
目前paddle-gpu2.6.0可用，你可能还会遇到dim的问题，同样参照paddledetection对应部分修改。但是推理时，我遇到了ValueError: (InvalidArgument) multiclass_nms3(): argument (position 4) must be double, but got str (at ..\paddle\fluid\pybind\op_function_common.cc:236)问题，暂时没有找到解决的方案。求助~

paddle-bot bot assigned cuicheng01 Feb 26, 2024

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PaddleX推理程序报错：ValueError: (InvalidArgument) generate_proposals_v2(): argument 'Scores' (position 0) must be Tensor, but got Tensor (at ..\paddle\fluid\pybind\op_function_common.cc:818)，直接load和predict不能用了 #1635

PaddleX推理程序报错：ValueError: (InvalidArgument) generate_proposals_v2(): argument 'Scores' (position 0) must be Tensor, but got Tensor (at ..\paddle\fluid\pybind\op_function_common.cc:818)，直接load和predict不能用了 #1635

dingjingru commented Dec 1, 2022

lailuboy commented Dec 1, 2022

jc-zju commented Dec 2, 2022

sralvins commented Dec 8, 2022

ulen2000 commented Dec 13, 2022

mochaoxiong commented Feb 1, 2023

linuxonly801 commented Mar 15, 2023

Guo2Wa commented Apr 5, 2023

zingcz commented May 10, 2023

2018-Summer commented May 18, 2023

code-leitianshuo commented Jun 1, 2023

GitYesm commented Jul 3, 2023

2018-Summer commented Jul 3, 2023

code-leitianshuo commented Jul 9, 2023 via email

Grubby-Wang commented Dec 26, 2023

Grubby-Wang commented Dec 26, 2023

ThelilinNB commented Feb 1, 2024

DreamMaker777 commented Mar 28, 2024

PaddleX推理程序报错：ValueError: (InvalidArgument) generate_proposals_v2(): argument 'Scores' (position 0) must be Tensor, but got Tensor (at ..\paddle\fluid\pybind\op_function_common.cc:818)，直接load和predict不能用了 #1635

PaddleX推理程序报错：ValueError: (InvalidArgument) generate_proposals_v2(): argument 'Scores' (position 0) must be Tensor, but got Tensor (at ..\paddle\fluid\pybind\op_function_common.cc:818)，直接load和predict不能用了 #1635

Comments

dingjingru commented Dec 1, 2022

Checklist:

描述问题

复现

环境

lailuboy commented Dec 1, 2022

jc-zju commented Dec 2, 2022

sralvins commented Dec 8, 2022

ulen2000 commented Dec 13, 2022

mochaoxiong commented Feb 1, 2023

linuxonly801 commented Mar 15, 2023

Guo2Wa commented Apr 5, 2023

zingcz commented May 10, 2023

2018-Summer commented May 18, 2023

code-leitianshuo commented Jun 1, 2023

GitYesm commented Jul 3, 2023

2018-Summer commented Jul 3, 2023

code-leitianshuo commented Jul 9, 2023 via email

Grubby-Wang commented Dec 26, 2023

Grubby-Wang commented Dec 26, 2023

ThelilinNB commented Feb 1, 2024

DreamMaker777 commented Mar 28, 2024