Has anyone run the code successfully?

[zym951223]

Has anyone run the code successfully? Does anybody have a trained model , thanks very much

[MahmoodHB]

Yes, but after alot of changing.

[ujwalakoriraj]

I'm trying to run the code by making changes. I am not able to fix this error below. Please help.

..... File "C:\Users\rajak\anaconda3\envs\deep_learning\lib\site-packages\absl\flags_flagvalues.py", line 463, in getitem return self._flags()[name]

KeyError: 'verbosity'

.....

[Araveetisrujan]

@MahmoodHB Could you please share the altered code because I am getting a lot of errors during the execution. Thank you.

[MahmoodHB]

I can help you with that

[MahmoodHB]

TpGAN code has a lot of errors and those errors are not easy to fix and it will take time

[Araveetisrujan]

Could you please tell me how much time it will take.

On Sat, Dec 4, 2021, 12:46 Mahmood HB @.***> wrote:

TpGAN code has a lot of errors and those errors are not easy to fix and it will take time

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[Araveetisrujan]

Yes sure you can access my system and you can run the code. Thank you.

On Sat, Dec 4, 2021, 13:12 Mahmood HB @.***> wrote:

I have already spend 6 months to modifying the code . And the code now is up and running. If you want the code you may let me access your system and let me run the code in your system. I can not give you the code there is few steps to I may not know it. On Sat, 4 Dec 2021 at 3:26 pm, Araveetisrujan @.***> wrote:

Could you please tell me how much time it will take.

On Sat, Dec 4, 2021, 12:46 Mahmood HB @.***> wrote:

TpGAN code has a lot of errors and those errors are not easy to fix and it will take time

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[Araveetisrujan]

Yes, I do. I will share my ID with you when you tell me. On Sat, Dec 4, 2021 at 2:07 PM Mahmood HB @.***> wrote:

Do you have teamviewer ?? On Sat, 4 Dec 2021 at 4:16 pm, Araveetisrujan @.***> wrote:

Yes sure you can access my system and you can run the code. Thank you.

On Sat, Dec 4, 2021, 13:12 Mahmood HB @.***> wrote:

I have already spend 6 months to modifying the code . And the code now is up and running. If you want the code you may let me access your system and let me run the code in your system. I can not give you the code there is few steps to I may not know it. On Sat, 4 Dec 2021 at 3:26 pm, Araveetisrujan @.***> wrote:

Could you please tell me how much time it will take.

On Sat, Dec 4, 2021, 12:46 Mahmood HB @.***> wrote:

TpGAN code has a lot of errors and those errors are not easy to fix and it will take time

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[Araveetisrujan]

My id: 1 338 261 728 Password: i6rfx5n7

On Sat, Dec 4, 2021 at 2:43 PM Mahmood HB @.***> wrote:

Alright what is your login id and password ?

On Sat, 4 Dec 2021 at 4:46 pm, Araveetisrujan @.***> wrote:

Yes, I do.

On Sat, Dec 4, 2021 at 2:07 PM Mahmood HB @.***> wrote:

Do you have teamviewer ?? On Sat, 4 Dec 2021 at 4:16 pm, Araveetisrujan @.***> wrote:

Yes sure you can access my system and you can run the code. Thank you.

On Sat, Dec 4, 2021, 13:12 Mahmood HB @.***> wrote:

I have already spend 6 months to modifying the code . And the code now is up and running. If you want the code you may let me access your system and let me run the code in your system. I can not give you the code there is few steps to I may not know it. On Sat, 4 Dec 2021 at 3:26 pm, Araveetisrujan @.***> wrote:

Could you please tell me how much time it will take.

On Sat, Dec 4, 2021, 12:46 Mahmood HB @.***> wrote:

TpGAN code has a lot of errors and those errors are not easy to fix and it will take time

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[Araveetisrujan]

@MahmoodHB is the code over. Could you please take a TeamViewer session again.

[Araveetisrujan]

how should I execute the code.

[Araveetisrujan]

okk thank you.

[Araveetisrujan]

okk i will download it from there.

[Araveetisrujan]

Will do, thanks!

On Sun, Dec 5, 2021 at 12:12 PM Mahmood HB @.***> wrote:

Remember that

the code is not to be shared with others, as it is still in development stages. If you wish to publish using the code, I would like to be listed as a co-author.

In addition, you need to provide the following information: Your name Any website that provides your contact information such as LinkedIn or a webpage.Your school name, supervisor.

On Sun, 5 Dec 2021 at 2:33 pm, MahmoodHB @.***> wrote:

https://drive.google.com/drive/folders/1_yi__ynRGh4KqCq6t4Sttg8Ivgh8ISiG?usp=sharing

On Sat, Dec 4, 2021 at 6:42 PM Araveetisrujan @.***> wrote:

okk i will download it from there.

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[MahmoodHB]

Please provide the information

On Sun, 5 Dec 2021 at 2:44 pm, Araveetisrujan @.***> wrote:

Will do, thanks!

On Sun, Dec 5, 2021 at 12:12 PM Mahmood HB @.***> wrote:

Remember that

the code is not to be shared with others, as it is still in development stages. If you wish to publish using the code, I would like to be listed as a co-author.

In addition, you need to provide the following information: Your name Any website that provides your contact information such as LinkedIn or a webpage.Your school name, supervisor.

On Sun, 5 Dec 2021 at 2:33 pm, MahmoodHB @.***> wrote:

https://drive.google.com/drive/folders/1_yi__ynRGh4KqCq6t4Sttg8Ivgh8ISiG?usp=sharing

On Sat, Dec 4, 2021 at 6:42 PM Araveetisrujan @.***> wrote:

okk i will download it from there.

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[Araveetisrujan]

Could you please provide me your linkedin or some social media account, I will share my information there.

[MahmoodHB]

I don’t have LinkedIn, or Facebook or Instagram. On Sun, 5 Dec 2021 at 2:55 pm, Araveetisrujan @.***> wrote:

Could you please provide me your linkedin or some social media account, I will share my information there.

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[Araveetisrujan]

please give me your email id, I will share my information there.

[Araveetisrujan]

will you please take team viewer again. I will share my information. The email sent is not visible in the comments.

[Araveetisrujan]

Id:1 338 261 728 password: dnscaq77

[Araveetisrujan]

Hello @MahmoodHB could you please lead me in running the TP-GAN code.

[administratorssssssss]

Hello @MahmoodHB ，Can you share the trained model and its effect? my gmail is g1098163234@gmail.com，Thanks

[MahmoodHB]

There are many people who try to run the code, but they are not able to because the code is incomplete, has a lot of errors, and needs a lot of modification.

[GGbond99]

@MahmoodHB您能否分享更改后的代码，因为我在执行过程中收到了很多错误。 谢谢。 请问你调试好了吗，可以给我看看代码吗。

[MahmoodHB]

Sure. I can share the code. And I may offer some help to run the code in your system

On Thu, 20 Oct 2022 at 11:30 am, GGbond99 @.***> wrote:

@MahmoodHB https://github.com/MahmoodHB您能否分享更改后的代码，因为我在执行过程中收到了很多错误。 谢谢。 请问你调试好了吗，可以给我看看代码吗。

— Reply to this email directly, view it on GitHub https://github.com/HRLTY/TP-GAN/issues/23#issuecomment-1284868825, or unsubscribe https://github.com/notifications/unsubscribe-auth/AJQQPPSZH2VIXF3BSGAN7XTWEC4DZANCNFSM4OKQNU4A . You are receiving this because you were mentioned.Message ID: @.***>

[GGbond99]

确定。我可以分享代码。我可能会提供一些帮助来运行系统中的代码 ... 2022年10月20日星期四上午11：30，GGbond99 @.***>写道： @MahmoodHB <https://github.com/MahmoodHB>您能否分享更改后的代码，因为我在执行过程中收到了很多错误。 谢谢。请问你调试好了吗，可以给我看看代码吗。— 直接回复此电子邮件，在 GitHub <#23（评论）>上查看，或取消订阅 https://github.com/notifications/unsubscribe-auth/AJQQPPSZH2VIXF3BSGAN7XTWEC4DZANCNFSM4OKQNU4A 。你收到这个是因为你被提及了。消息编号： >

我的代码可能是由于框架的版本问题，我无法运行。请问可以分享一下你的环境版本和源代码吗？

[MahmoodHB]

I don’t know chines language can you try to write in English.. On Thu, 20 Oct 2022 at 11:55 am, GGbond99 @.***> wrote:

确定。我可以分享代码。我可能会提供一些帮助来运行系统中的代码 ... <#m-8121793150081304739> 2022年10月20日星期四上午11：30，GGbond99 @.***>写道： @MahmoodHB https://github.com/MahmoodHB < https://github.com/MahmoodHB>您能否分享更改后的代码，因为我在执行过程中收到了很多错误。 谢谢。请问你调试好了吗，可以给我看看代码吗。— 直接回复此电子邮件，在 GitHub <#23（评论） https://github.com/HRLTY/TP-GAN/issues/23#issuecomment-1284868825>上查看，或取消订阅

https://github.com/notifications/unsubscribe-auth/AJQQPPSZH2VIXF3BSGAN7XTWEC4DZANCNFSM4OKQNU4A 。你收到这个是因为你被提及了。消息编号： >

我的代码可能是由于框架的版本问题，我无法运行。请问可以分享一下你的环境版本和源代码吗？

— Reply to this email directly, view it on GitHub https://github.com/HRLTY/TP-GAN/issues/23#issuecomment-1284886543, or unsubscribe https://github.com/notifications/unsubscribe-auth/AJQQPPRN5HLSPAVAW5A4JDDWEC7CPANCNFSM4OKQNU4A . You are receiving this because you were mentioned.Message ID: @.***>

[GGbond99]

Sure. I can share the code. And I may offer some help to run the code in your system … On Thu, 20 Oct 2022 at 11:30 am, GGbond99 @.> wrote: @MahmoodHB <https://github.com/MahmoodHB>您能否分享更改后的代码，因为我在执行过程中收到了很多错误。 谢谢。 请问你调试好了吗，可以给我看看代码吗。 — Reply to this email directly, view it on GitHub <#23 (comment)>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AJQQPPSZH2VIXF3BSGAN7XTWEC4DZANCNFSM4OKQNU4A . You are receiving this because you were mentioned.Message ID: @.>

How do we discuss it?

i'm sorry。now we can talk in english. My code may be due to a version issue with the framework and I can't run it. Can you share the version of your environment and tp-gan source code ? And we can talk by email!

[GGbond99]

I don’t know chines language can you try to write in English.. … On Thu, 20 Oct 2022 at 11:55 am, GGbond99 @.> wrote: 确定。我可以分享代码。我可能会提供一些帮助来运行系统中的代码 ... <#m-8121793150081304739> 2022年10月20日星期四上午11：30，GGbond99 @.>写道： @MahmoodHB https://github.com/MahmoodHB < https://github.com/MahmoodHB>您能否分享更改后的代码，因为我在执行过程中收到了很多错误。 谢谢。请问你调试好了吗，可以给我看看代码吗。— 直接回复此电子邮件，在 GitHub <#23（评论） <#23 (comment)>>上查看，或取消订阅 https://github.com/notifications/unsubscribe-auth/AJQQPPSZH2VIXF3BSGAN7XTWEC4DZANCNFSM4OKQNU4A 。你收到这个是因为你被提及了。消息编号： > 我的代码可能是由于框架的版本问题，我无法运行。请问可以分享一下你的环境版本和源代码吗？ — Reply to this email directly, view it on GitHub <#23 (comment)>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AJQQPPRN5HLSPAVAW5A4JDDWEC7CPANCNFSM4OKQNU4A . You are receiving this because you were mentioned.Message ID: @.***>

i'm sorry。now we can talk in english. My code may be due to a version issue with the framework and I can't run it. Can you share the version of your environment and tp-gan source code ? And we can talk by email!

[MahmoodHB]

In general, TP code is not workable unless you need to modify it. Also the environment need to be checked one by one… Anyway I can share the code with you but that will be next week.

On Thu, 20 Oct 2022 at 12:30 pm, GGbond99 @.***> wrote:

I don’t know chines language can you try to write in English.. … <#m3375628271815197920> On Thu, 20 Oct 2022 at 11:55 am, GGbond99 @.> wrote: 确定。我可以分享代码。我可能会提供一些帮助来运行系统中的代码 ... <#m-8121793150081304739> 2022年10月20日星期四上午11：30，GGbond99 @.>写道： @MahmoodHB https://github.com/MahmoodHB https://github.com/MahmoodHB < https://github.com/MahmoodHB>您能否分享更改后的代码，因为我在执行过程中收到了很多错误。 谢谢。请问你调试好了吗，可以给我看看代码吗。— 直接回复此电子邮件，在 GitHub <#23 https://github.com/HRLTY/TP-GAN/issues/23（评论） <#23 (comment) https://github.com/HRLTY/TP-GAN/issues/23#issuecomment-1284868825>>上查看，或取消订阅

https://github.com/notifications/unsubscribe-auth/AJQQPPSZH2VIXF3BSGAN7XTWEC4DZANCNFSM4OKQNU4A 。你收到这个是因为你被提及了。消息编号： > 我的代码可能是由于框架的版本问题，我无法运行。请问可以分享一下你的环境版本和源代码吗？ — Reply to this email directly, view it on GitHub <#23 (comment) https://github.com/HRLTY/TP-GAN/issues/23#issuecomment-1284886543>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AJQQPPRN5HLSPAVAW5A4JDDWEC7CPANCNFSM4OKQNU4A . You are receiving this because you were mentioned.Message ID: @.***>

i'm sorry。now we can talk in english. My code may be due to a version issue with the framework and I can't run it. Can you share the version of your environment and tp-gan source code ? And we can talk by email!

— Reply to this email directly, view it on GitHub https://github.com/HRLTY/TP-GAN/issues/23#issuecomment-1284909083, or unsubscribe https://github.com/notifications/unsubscribe-auth/AJQQPPSLQBRQ7OREMJPYQUTWEDDFPANCNFSM4OKQNU4A . You are receiving this because you were mentioned.Message ID: @.***>

[MahmoodHB]

You system should have the follow specifications: CUP 16GB+ GPU 16BG+ Windows os 100GB for storage the result Core i5 and above Anaconda will be provide with share-lined.

Also I may need to access your server to show step by step how to run the code. I can not explain by writing I will show you

[GGbond99]

In general, TP code is not workable unless you need to modify it. Also the environment need to be checked one by one… Anyway I can share the code with you but that will be next week. … On Thu, 20 Oct 2022 at 12:30 pm, GGbond99 @.> wrote: I don’t know chines language can you try to write in English.. … <#m3375628271815197920> On Thu, 20 Oct 2022 at 11:55 am, GGbond99 @.> wrote: 确定。我可以分享代码。我可能会提供一些帮助来运行系统中的代码 ... <#m-8121793150081304739> 2022年10月20日星期四上午11：30，GGbond99 @.>写道： @MahmoodHB https://github.com/MahmoodHB https://github.com/MahmoodHB < https://github.com/MahmoodHB>您能否分享更改后的代码，因为我在执行过程中收到了很多错误。 谢谢。请问你调试好了吗，可以给我看看代码吗。— 直接回复此电子邮件，在 GitHub <#23 <#23>（评论） <#23 (comment) <#23 (comment)>>>上查看，或取消订阅 https://github.com/notifications/unsubscribe-auth/AJQQPPSZH2VIXF3BSGAN7XTWEC4DZANCNFSM4OKQNU4A 。你收到这个是因为你被提及了。消息编号： > 我的代码可能是由于框架的版本问题，我无法运行。请问可以分享一下你的环境版本和源代码吗？ — Reply to this email directly, view it on GitHub <#23 (comment) <#23 (comment)>>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AJQQPPRN5HLSPAVAW5A4JDDWEC7CPANCNFSM4OKQNU4A . You are receiving this because you were mentioned.Message ID: @.> i'm sorry。now we can talk in english. My code may be due to a version issue with the framework and I can't run it. Can you share the version of your environment and tp-gan source code ? And we can talk by email! — Reply to this email directly, view it on GitHub <#23 (comment)>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AJQQPPSLQBRQ7OREMJPYQUTWEDDFPANCNFSM4OKQNU4A . You are receiving this because you were mentioned.Message ID: @.***>

very thank you. I'm so glad you can share to me.Actually,I've been debugging for a long time, but it dones't OK, Which software to share it with. I'm pressed for time

[GGbond99]

您的系统应具有以下规格： CUP 16GB + GPU 16BG + Windows os 100GB用于存储结果核心i5及以上的蟒蛇将提供共享衬里。此外，我可能需要访问您的服务器以逐步显示如何运行代码。我无法通过写

You system should have the follow specifications: CUP 16GB+ GPU 16BG+ Windows os 100GB for storage the result Core i5 and above Anaconda will be provide with share-lined. Also I may need to access your server to show step by step how to run the code. I can not explain by writing I will show you

My current environment is tensorflow-gpu=1.15,python=3.6.13. so many errors

[MahmoodHB]

This environment will not be needed anymore I will provide my system environment where the code can run with environment error.

On Thu, 20 Oct 2022 at 1:04 pm, GGbond99 @.***> wrote:

您的系统应具有以下规格： CUP 16GB + GPU 16BG + Windows os 100GB用于存储结果核心i5及以上的蟒蛇将提供共享衬里。此外，我可能需要访问您的服务器以逐步显示如何运行代码。我无法通过写

You system should have the follow specifications: CUP 16GB+ GPU 16BG+ Windows os 100GB for storage the result Core i5 and above Anaconda will be provide with share-lined. Also I may need to access your server to show step by step how to run the code. I can not explain by writing I will show you

My current environment is tensorflow-gpu=1.15,python=3.6.13. so many errors

— Reply to this email directly, view it on GitHub https://github.com/HRLTY/TP-GAN/issues/23#issuecomment-1284929881, or unsubscribe https://github.com/notifications/unsubscribe-auth/AJQQPPWOUATDQWWZIFEC4MDWEDHENANCNFSM4OKQNU4A . You are receiving this because you were mentioned.Message ID: @.***>

[GGbond99]

不再需要此环境，我将提供我的系统环境，其中代码可以在环境错误的情况下运行。 ... 于 2022年10月20日（星期四）下午1：04， GGbond99 @.***>写道： 您的系统应具有以下规格： CUP 16GB + GPU 16BG + Windows os 100GB用于存储结果核心i5及以上的蟒蛇将提供共享衬里。此外，我可能需要访问您的服务器以逐步显示如何运行代码。我无法通过写 您的系统应具有以下规格： CUP 16GB + GPU 16BG + Windows os 100GB用于存储结果 核心i5及以上蟒蛇将提供共享衬里。此外，我可能需要访问您的服务器以逐步显示如何运行代码。我无法通过写作来解释，我将向您展示我当前的环境是张量流-gpu=1.15，python=3.6.13。如此多的错误 — 直接回复此电子邮件，在 GitHub <#23（评论）>上查看，或取消订阅 https://github.com/notifications/unsubscribe-auth/AJQQPPWOUATDQWWZIFEC4MDWEDHENANCNFSM4OKQNU4A 。你收到这个是因为你被提及了。消息编号： >

oh! thank u!Does your code reproduce this paper? I need to implement this paper

[MahmoodHB]

My code is an existing and developed based on original work of TP-GAN paper. For further reading please visit my publication paper at https://peerj.com/articles/cs-897/

On Thu, 20 Oct 2022 at 1:28 pm, GGbond99 @.***> wrote:

不再需要此环境，我将提供我的系统环境，其中代码可以在环境错误的情况下运行。 ... <#m-3138567050602019737> 于 2022年10月20日（星期四）下午1：04， GGbond99 @.***>写道： 您的系统应具有以下规格： CUP 16GB + GPU 16BG + Windows os 100GB用于存储结果核心i5及以上的蟒蛇将提供共享衬里。此外，我可能需要访问您的服务器以逐步显示如何运行代码。我无法通过写 您的系统应具有以下规格： CUP 16GB + GPU 16BG + Windows os 100GB用于存储结果 核心i5及以上蟒蛇将提供共享衬里。此外，我可能需要访问您的服务器以逐步显示如何运行代码。我无法通过写作来解释，我将向您展示我当前的环境是张量流-gpu=1.15，python=3.6.13。如此多的错误 — 直接回复此电子邮件，在 GitHub <#23（评论） https://github.com/HRLTY/TP-GAN/issues/23#issuecomment-1284929881>上查看，或取消订阅

https://github.com/notifications/unsubscribe-auth/AJQQPPWOUATDQWWZIFEC4MDWEDHENANCNFSM4OKQNU4A 。你收到这个是因为你被提及了。消息编号： >

oh! thank u!Does your code reproduce this paper? I need to implement this paper

— Reply to this email directly, view it on GitHub https://github.com/HRLTY/TP-GAN/issues/23#issuecomment-1284956625, or unsubscribe https://github.com/notifications/unsubscribe-auth/AJQQPPW22VXUBSZB54PTTLTWEDJ7BANCNFSM4OKQNU4A . You are receiving this because you were mentioned.Message ID: @.***>

[GGbond99]

My code is an existing and developed based on original work of TP-GAN paper. For further reading please visit my publication paper at https://peerj.com/articles/cs-897/ … On Thu, 20 Oct 2022 at 1:28 pm, GGbond99 @.> wrote: 不再需要此环境，我将提供我的系统环境，其中代码可以在环境错误的情况下运行。 ... <#m-3138567050602019737> 于 2022年10月20日（星期四）下午1：04， GGbond99 @.>写道： 您的系统应具有以下规格： CUP 16GB + GPU 16BG + Windows os 100GB用于存储结果核心i5及以上的蟒蛇将提供共享衬里。此外，我可能需要访问您的服务器以逐步显示如何运行代码。我无法通过写 您的系统应具有以下规格： CUP 16GB + GPU 16BG + Windows os 100GB用于存储结果 核心i5及以上蟒蛇将提供共享衬里。此外，我可能需要访问您的服务器以逐步显示如何运行代码。我无法通过写作来解释，我将向您展示我当前的环境是张量流-gpu=1.15，python=3.6.13。如此多的错误 — 直接回复此电子邮件，在 GitHub <#23（评论） <#23 (comment)>>上查看，或取消订阅 https://github.com/notifications/unsubscribe-auth/AJQQPPWOUATDQWWZIFEC4MDWEDHENANCNFSM4OKQNU4A 。你收到这个是因为你被提及了。消息编号： > oh! thank u!Does your code reproduce this paper? I need to implement this paper — Reply to this email directly, view it on GitHub <#23 (comment)>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AJQQPPW22VXUBSZB54PTTLTWEDJ7BANCNFSM4OKQNU4A . You are receiving this because you were mentioned.Message ID: @.***> Please when do you have time, can you share your program with me

[GGbond99]

My code is an existing and developed based on original work of TP-GAN paper. For further reading please visit my publication paper at https://peerj.com/articles/cs-897/ … On Thu, 20 Oct 2022 at 1:28 pm, GGbond99 @.> wrote: 不再需要此环境，我将提供我的系统环境，其中代码可以在环境错误的情况下运行。 ... <#m-3138567050602019737> 于 2022年10月20日（星期四）下午1：04， GGbond99 @.>写道： 您的系统应具有以下规格： CUP 16GB + GPU 16BG + Windows os 100GB用于存储结果核心i5及以上的蟒蛇将提供共享衬里。此外，我可能需要访问您的服务器以逐步显示如何运行代码。我无法通过写 您的系统应具有以下规格： CUP 16GB + GPU 16BG + Windows os 100GB用于存储结果 核心i5及以上蟒蛇将提供共享衬里。此外，我可能需要访问您的服务器以逐步显示如何运行代码。我无法通过写作来解释，我将向您展示我当前的环境是张量流-gpu=1.15，python=3.6.13。如此多的错误 — 直接回复此电子邮件，在 GitHub <#23（评论） <#23 (comment)>>上查看，或取消订阅 https://github.com/notifications/unsubscribe-auth/AJQQPPWOUATDQWWZIFEC4MDWEDHENANCNFSM4OKQNU4A 。你收到这个是因为你被提及了。消息编号： > oh! thank u!Does your code reproduce this paper? I need to implement this paper — Reply to this email directly, view it on GitHub <#23 (comment)>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AJQQPPW22VXUBSZB54PTTLTWEDJ7BANCNFSM4OKQNU4A . You are receiving this because you were mentioned.Message ID: @.***>

Please, when do you have time, could you share your program with me

[Yanmonan]

Did you run the code successfully in the end ?Could you help me how to run the code?