Failed to run .exe file built from C#

[Varusnguyen]

Hi Keras.NET team. I have a question about the building .exe file from C#. Actually, My program used Keras.Net to load a trained model and do a prediction. It runs without any errors when executing in Visual Studio Environment, but when I tried to run an exe file under Debug/Release folder, it showed an error like the following picture. It seems always happen when the code executes the code belonged to the Keras.NET part. So, do you have any recommendations for me in this case?

[deepakkumar1984]

Hi, Could you please share the project for me to debug?

…

On Tue, Jul 30, 2019 at 11:02 AM Varusnguyen ***@***.***> wrote: Hi Keras.NET team. I have a question about the building .exe file from C#. Actually, My program used Keras.Net to load a trained model and do a prediction. It runs without any errors when executing in Visual Studio Environment, but when I tried to run an exe file under Debug/Release folder, it showed an error like the following picture. It seems always happen when the code executes the code belonged to the Keras.NET part. So, do you have any recommendations for me in this case? [image: image] <https://user-images.githubusercontent.com/49540574/62093674-d342cc00-b2ac-11e9-9e3d-a0269fcc3dff.png> [image: image] <https://user-images.githubusercontent.com/49540574/62093709-ea81b980-b2ac-11e9-82fd-27b5e26230bb.png> — You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub <#15?email_source=notifications&email_token=ABQJAKOG42YSGQGPVOSPW3DQB6K2RA5CNFSM4IHXRIH2YY3PNVWWK3TUL52HS4DFUVEXG43VMWVGG33NNVSW45C7NFSM4HCFVDDQ>, or mute the thread <https://github.com/notifications/unsubscribe-auth/ABQJAKP6YHVNEAGE63HUKI3QB6K2RANCNFSM4IHXRIHQ> .

-- Regards, Deepak

[Varusnguyen]

Hi @deepakkumar1984 . Thank you for your kindly help. My program is written in Visual Studio 2017. If you need anything to help you debug, please let me know.
WindowsFormsApp.zip

[deepakkumar1984]

Can you send me your trained model (h5 file) to load and test

[Varusnguyen]

Hi, @deepakkumar1984 . Because my model is too heavy to be sent directly through Github, therefore I stored in MediaFire. Please download the materials ( model + testing images) by the following link. Thank you

https://www.mediafire.com/folder/11n2hza9p7py2/

[deepakkumar1984]

I think the issue is similar to #7

For some reason, keras is not getting loaded using .NET framework while run mode. Is it possible for you to install .NET core 3.0 preview and build windows form with that? Otherwise would suggest console app, for now, which should be in .NET core.

[Varusnguyen]

Hi @deepakkumar1984 . Thank you for your suggestions. But I still don't understand why my program could be run in Visual Studio without any problem. From my point of view, if there are some problems with .NET frameworks, the program could not be run normally.

[deepakkumar1984]

I know it's bit weird and I don't have any answer for that. The numpy and tensorflow library loads fine, but fails with keras. Even I tried with tensorflow2.0 beta which have keras inbuilt, bit have the same problem.

…

On Tue, Jul 30, 2019 at 4:38 PM Varusnguyen ***@***.***> wrote: Hi @deepakkumar1984 <https://github.com/deepakkumar1984> . Thank you for your suggestions. But I still don't understand why my program could be run in Visual Studio without any problem. From my point of view, if there are some problems with .NET frameworks, the program could not be run normally. — You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub <#15?email_source=notifications&email_token=ABQJAKNQN4OV2QK3KINU2KTQB7SG3A5CNFSM4IHXRIH2YY3PNVWWK3TUL52HS4DFVREXG43VMVBW63LNMVXHJKTDN5WW2ZLOORPWSZGOD3DAKQY#issuecomment-516293955>, or mute the thread <https://github.com/notifications/unsubscribe-auth/ABQJAKMNQM6HHV5WHBNSOCDQB7SG3ANCNFSM4IHXRIHQ> .

-- Regards, Deepak

[Varusnguyen]

I got your point. Anw, thank you for your time!

[simonbuehler]

i have the exact same issue with a wpf project, any way to debug this, as it can't be ported to net.core ?

[simonbuehler]

ok this is the same error as in #49 and #73 or #43: console is missing for WPF app and inside VS there is the console.
Please Do Add a hint to the documentation , this could save alot of time , thanks!