how to fuse activation into conv: fused_activation_function=NONE about onnx2tf

[helloworld77]

I have looked at all of the API in v2.16.1 and there does not appear to be any flags or options that you would expect. Once I remove the TODO flag, the bot will automatically close this issue after 5 days if there is no new feedback from you.

Thanks, It really seems not have that flags. I will use tf-v1.x as a solution.

[PINTO0309]

relu6 activation is fuse into conv

It is completely wrong.

No wonder.

[helloworld77]

relu6 activation is fuse into conv

It is completely wrong.

No wonder.

Thanks for your Response~~
I don't think it was wrong. take a look at the scale and zero point formate:

The old formate compute the relu-like activation into the scale computation.

[PINTO0309]

I am posting only the reference URL for the research process as I have to be out of town for an extended period of time. I will check it when I get home.

https://stackoverflow.com/questions/62000090/how-does-tflite-fuses-relu-into-conv-layers

[helloworld77]

I am posting only the reference URL for the research process as I have to be out of town for an extended period of time. I will check it when I get home.

https://stackoverflow.com/questions/62000090/how-does-tflite-fuses-relu-into-conv-layers

Thanks !
I found that this kind of fusion (fused_activation_function=NONE) was adopt by tensorflow<=1.12.x version, after this version, activation like relu was explicit fused_activation_function=RELU, there should be some switch button in latest tensorflow, because the type: FusedActivationFunctionType::kNone is still in main branch of tensorflow.
Thank you again for your great work.

[helloworld77]

I am posting only the reference URL for the research process as I have to be out of town for an extended period of time. I will check it when I get home.

https://stackoverflow.com/questions/62000090/how-does-tflite-fuses-relu-into-conv-layers

I will take a look at this solution. Thanks again.

[PINTO0309]

I have looked at all of the API in v2.16.1 and there does not appear to be any flags or options that you would expect. Once I remove the TODO flag, the bot will automatically close this issue after 5 days if there is no new feedback from you.