AttributeError: 'torch.dtype' object has no attribute 'type'
Closed this issue · 16 comments
yangfeifei02 commented
Hello, when I tested, I encountered the following problem。
Traceback (most recent call last):
File "D:/yy/2019.3-/code/CovaMNet-master/CovaMNet_Test_5way1shot.py", line 293, in
test_accuracy, h = mean_confidence_interval(accuracies)
File "D:/yy/2019.3-/code/CovaMNet-master/CovaMNet_Test_5way1shot.py", line 246, in mean_confidence_interval
m, se = np.mean(a), scipy.stats.sem(a)
File "D:\Program\Anaconda3\envs\env_name\lib\site-packages\numpy\core\fromnumeric.py", line 3118, in mean
out=out, **kwargs)
File "D:\Program\Anaconda3\envs\env_name\lib\site-packages\numpy\core_methods.py", line 85, in _mean
ret = ret.dtype.type(ret / rcount)
AttributeError: 'torch.dtype' object has no attribute 'type'
I tried to make some changes, replacing np.mean(a) with torch.mean(torch.stack(a)), but there are still other problems.
I will be great appreciate that if you can tell me how to solve this problem.
WenbinLee commented
Hi, this may be caused by the different versions of Pytorch. I have modified the function mean_confidence_interval. Can you try this new test file? If you have any problem, please let me know.
yangfeifei02 commented
你好，我刚才尝试测试了一下，然后现在没有那个问题，如果有其他问题的话，我在给你发邮件。
还有另外一个问题是在训练阶段设置的num_workers参数，你设置的是8，但是我训练的时候必须将参数设置为0，这样的话训练时间会变得很长，但是如果不修改的话，就会出现BrokenPipeError:[Errno 32]Broken pipe,请问你还有其他解决方法吗？谢谢你能及时的给我回复。
…------------------ 原始邮件 ------------------
发件人: "WenbinLee"<notifications@github.com>;
发送时间: 2019年6月5日(星期三) 晚上9:54
收件人: "WenbinLee/CovaMNet"<CovaMNet@noreply.github.com>;
抄送: "杨莹"<1156483469@qq.com>;"Author"<author@noreply.github.com>;
主题: Re: [WenbinLee/CovaMNet] AttributeError: 'torch.dtype' object has noattribute 'type' (#1)
Hi, this may be caused by the different versions of Pytorch. I have modified the function mean_confidence_interval. Can you try this new test file? If you have any problem, please let me know.
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WenbinLee commented
是的，不好意思，这个问题的原因在于一次性采样了300000个episodes，所以导致系统open files过多，我近期会重新修改一下，如果你着急，可以参考我github主页CVPR19的代码把代码修改成epoch模式，问题应该就解决了。
yangfeifei02 commented
嗯，好的，我明天去先看一下，谢谢
…------------------ Original ------------------
From: WenbinLee <notifications@github.com>
Date: Wed,Jun 5,2019 10:23 PM
To: WenbinLee/CovaMNet <CovaMNet@noreply.github.com>
Cc: yangfeifei02 <1156483469@qq.com>, Comment <comment@noreply.github.com>
Subject: Re: [WenbinLee/CovaMNet] AttributeError: 'torch.dtype' object has no attribute 'type' (#1)
是的，不好意思，这个问题的原因在于一次性采样了300000个episodes，所以导致系统open files过多，我近期会重新修改一下，如果你着急，可以参考我github主页CVPR19的代码把代码修改成epoch模式，问题应该就解决了。
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WenbinLee commented
不客气呢
WenbinLee commented
你好，我已经把代码修改过了。你现在可以重新试试看，如果有问题，还望告知
yangfeifei02 commented
你好，修改之后的代码还是会出现这个问题，BrokenPipeError: [Errno 32] Broken pipe
还有一个问题是测试时的准确率很低，是我复现时有什么问题吗？
…------------------ 原始邮件 ------------------
发件人: "WenbinLee"<notifications@github.com>;
发送时间: 2019年6月6日(星期四) 上午8:50
收件人: "WenbinLee/CovaMNet"<CovaMNet@noreply.github.com>;
抄送: "杨莹"<1156483469@qq.com>;"Comment"<comment@noreply.github.com>;
主题: Re: [WenbinLee/CovaMNet] AttributeError: 'torch.dtype' object has noattribute 'type' (#1)
你好，我已经把代码修改过了。你现在可以重新试试看，如果有问题，还望告知
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WenbinLee commented
请问你用的Pytorch 版本是？
On 06/05/2019 22:23, yangfeifei02 wrote: 你好，修改之后的代码还是会出现这个问题，BrokenPipeError: [Errno 32] Broken pipe
还有一个问题是测试时的准确率很低，是我复现时有什么问题吗？
…------------------ 原始邮件 ------------------
发件人: "WenbinLee"<notifications@github.com>;
发送时间: 2019年6月6日(星期四) 上午8:50
收件人: "WenbinLee/CovaMNet"<CovaMNet@noreply.github.com>;
抄送: "杨莹"<1156483469@qq.com>;"Comment"<comment@noreply.github.com>;
主题: Re: [WenbinLee/CovaMNet] AttributeError: 'torch.dtype' object has noattribute 'type' (#1)
你好，我已经把代码修改过了。你现在可以重新试试看，如果有问题，还望告知
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yangfeifei02 commented
torch 1.1.0
…------------------ 原始邮件 ------------------
发件人: "WenbinLee"<notifications@github.com>;
发送时间: 2019年6月6日(星期四) 上午10:27
收件人: "WenbinLee/CovaMNet"<CovaMNet@noreply.github.com>;
抄送: "杨莹"<1156483469@qq.com>;"Comment"<comment@noreply.github.com>;
主题: Re: [WenbinLee/CovaMNet] AttributeError: 'torch.dtype' object has noattribute 'type' (#1)
请问你用的Pytorch 版本是？
On 06/05/2019 22:23, yangfeifei02 wrote: 你好，修改之后的代码还是会出现这个问题，BrokenPipeError: [Errno 32] Broken pipe
还有一个问题是测试时的准确率很低，是我复现时有什么问题吗？
------------------ 原始邮件 ------------------
发件人: "WenbinLee"<notifications@github.com>;
发送时间: 2019年6月6日(星期四) 上午8:50
收件人: "WenbinLee/CovaMNet"<CovaMNet@noreply.github.com>;
抄送: "杨莹"<1156483469@qq.com>;"Comment"<comment@noreply.github.com>;
主题: Re: [WenbinLee/CovaMNet] AttributeError: 'torch.dtype' object has noattribute 'type' (#1)
你好，我已经把代码修改过了。你现在可以重新试试看，如果有问题，还望告知
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WenbinLee commented
我今天只在Pytorch0.4 上简单测试了一下，新版本上还没有测试
On 06/05/2019 22:29, yangfeifei02 wrote: torch 1.1.0
…------------------ 原始邮件 ------------------
发件人: "WenbinLee"<notifications@github.com>;
发送时间: 2019年6月6日(星期四) 上午10:27
收件人: "WenbinLee/CovaMNet"<CovaMNet@noreply.github.com>;
抄送: "杨莹"<1156483469@qq.com>;"Comment"<comment@noreply.github.com>;
主题: Re: [WenbinLee/CovaMNet] AttributeError: 'torch.dtype' object has noattribute 'type' (#1)
请问你用的Pytorch 版本是？
On 06/05/2019 22:23, yangfeifei02 wrote: 你好，修改之后的代码还是会出现这个问题，BrokenPipeError: [Errno 32] Broken pipe
还有一个问题是测试时的准确率很低，是我复现时有什么问题吗？
------------------ 原始邮件 ------------------
发件人: "WenbinLee"<notifications@github.com>;
发送时间: 2019年6月6日(星期四) 上午8:50
收件人: "WenbinLee/CovaMNet"<CovaMNet@noreply.github.com>;
抄送: "杨莹"<1156483469@qq.com>;"Comment"<comment@noreply.github.com>;
主题: Re: [WenbinLee/CovaMNet] AttributeError: 'torch.dtype' object has noattribute 'type' (#1)
你好，我已经把代码修改过了。你现在可以重新试试看，如果有问题，还望告知
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yangfeifei02 commented
嗯，好的，这个是因为pytorch的版本的关系吗？
…------------------ 原始邮件 ------------------
发件人: "WenbinLee"<notifications@github.com>;
发送时间: 2019年6月6日(星期四) 上午10:41
收件人: "WenbinLee/CovaMNet"<CovaMNet@noreply.github.com>;
抄送: "杨莹"<1156483469@qq.com>;"Comment"<comment@noreply.github.com>;
主题: Re: [WenbinLee/CovaMNet] AttributeError: 'torch.dtype' object has noattribute 'type' (#1)
我今天只在Pytorch0.4 上简单测试了一下，新版本上还没有测试
On 06/05/2019 22:29, yangfeifei02 wrote: torch 1.1.0
------------------ 原始邮件 ------------------
发件人: "WenbinLee"<notifications@github.com>;
发送时间: 2019年6月6日(星期四) 上午10:27
收件人: "WenbinLee/CovaMNet"<CovaMNet@noreply.github.com>;
抄送: "杨莹"<1156483469@qq.com>;"Comment"<comment@noreply.github.com>;
主题: Re: [WenbinLee/CovaMNet] AttributeError: 'torch.dtype' object has noattribute 'type' (#1)
请问你用的Pytorch 版本是？
On 06/05/2019 22:23, yangfeifei02 wrote: 你好，修改之后的代码还是会出现这个问题，BrokenPipeError: [Errno 32] Broken pipe
还有一个问题是测试时的准确率很低，是我复现时有什么问题吗？
------------------ 原始邮件 ------------------
发件人: "WenbinLee"<notifications@github.com>;
发送时间: 2019年6月6日(星期四) 上午8:50
收件人: "WenbinLee/CovaMNet"<CovaMNet@noreply.github.com>;
抄送: "杨莹"<1156483469@qq.com>;"Comment"<comment@noreply.github.com>;
主题: Re: [WenbinLee/CovaMNet] AttributeError: 'torch.dtype' object has noattribute 'type' (#1)
你好，我已经把代码修改过了。你现在可以重新试试看，如果有问题，还望告知
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WenbinLee commented
我暂时还不太清楚，我之前没遇到过这个错误，我这两天会系统的测试一下，包括在新版本下，然后再告诉你可行
yangfeifei02 commented
好的，谢谢
…------------------ 原始邮件 ------------------
发件人: "WenbinLee"<notifications@github.com>;
发送时间: 2019年6月6日(星期四) 中午11:08
收件人: "WenbinLee/CovaMNet"<CovaMNet@noreply.github.com>;
抄送: "杨莹"<1156483469@qq.com>;"Comment"<comment@noreply.github.com>;
主题: Re: [WenbinLee/CovaMNet] AttributeError: 'torch.dtype' object has noattribute 'type' (#1)
我暂时还不太清楚，我之前没遇到过这个错误，我这两天会系统的测试一下，包括在新版本下，然后再告诉你可行
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WenbinLee commented
你好，不好意思，现在才回复，先问一下之前的问题还存在么，我在其实版本的pytorch的版本上进行了测试，好像没什么问题，我又重新更新了一下代码。请问一下你用的是windows系统么 https://discuss.pytorch.org/t/brokenpipeerror-errno-32-broken-pipe-on-windows-and-cuda-10/35894
yangfeifei02 commented
嗯，存在，是win10+cuda92+pytorch 1.1.0
------------------ 原始邮件 ------------------
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发送时间: 2019年7月3日(星期三) 晚上7:24
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抄送: "杨莹"<1156483469@qq.com>;"Comment"<comment@noreply.github.com>;
主题: Re: [WenbinLee/CovaMNet] AttributeError: 'torch.dtype' object has noattribute 'type' (#1)
你好，不好意思，现在才回复，先问一下之前的问题还存在么，我在其实版本的pytorch的版本上进行了测试，好像没什么问题，我又重新更新了一下代码。请问一下你用的是windows系统么 https://discuss.pytorch.org/t/brokenpipeerror-errno-32-broken-pipe-on-windows-and-cuda-10/35894
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WenbinLee commented
你看一下这个链接呢，我查了一下好像是系统的问题，如果linux系统应该是没问题的，我在ubuntu下做了很多测试，应该是没问题的