How can I get the same result like result in https://replicate.ai/arantxacasanova/ic_gan in colab

[zhixiongtan]

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[zhixiongtan]

How can I get the same result like result in https://replicate.ai/arantxacasanova/ic_gan in colab

I get bad result when I use colab code, but get excel result when I use the https://replicate.ai/arantxacasanova/ic_gan

[ArantxaCasanova]

Hi, this is strange. Code for both the colab notebook and the replicate.ai demo are the same.
I get similar looking images when using both the colab and replicate.ai demo. As far as I am aware, replicate.ai's demo uses the code in here which is a subset of the code presented in the colab notebook.

I will need some extra details with the exact input you are using, the parameters chosen and the outputs you are getting (including the outputs of each of Colab's cells).

[zhixiongtan]

Hi, this is strange. Code for both the colab notebook and the replicate.ai demo are the same. I get similar looking images when using both the colab and replicate.ai demo. As far as I am aware, replicate.ai's demo uses the code in here which is a subset of the code presented in the colab notebook.

I will need some extra details with the exact input you are using, the parameters chosen and the outputs you are getting (including the outputs of each of Colab's cells).

Thanks for you reply. This is my result. In the meantime, I have to run cell [Generate images with IC-GAN!] twice before I sucess. The first time would course the colab crash with no error. Use GPU with colab pro
https://colab.research.google.com/drive/1p7YVfuy6lVmeTb7fYNdetvgJ9JbsAGVs?usp=sharing

this is my picture:

[ArantxaCasanova]

I saved the image you provided to use as instance conditioning and I cannot reproduce your issue (I saw the outputs you are obtaining in the link you provided). In my case, I obtain exactly the same outputs in the Colab notebook and in the replicate.ai demo.

Can you try the following? Run all cells of the Colab notebook, one after the other, without restarting the colab notebook at any point (even if the first cell tells you to do so). Then upload the image as you did, and try to generate samples. Does the issue still happen?

[zhixiongtan]

I saved the image you provided to use as instance conditioning and I cannot reproduce your issue (I saw the outputs you are obtaining in the link you provided). In my case, I obtain exactly the same outputs in the Colab notebook and in the replicate.ai demo.

Can you try the following? Run all cells of the Colab notebook, one after the other, without restarting the colab notebook at any point (even if the first cell tells you to do so). Then upload the image as you did, and try to generate samples. Does the issue still happen?

Thanks for your reply.

I have to restart. Because my colab would be crash when I run the "Generate images with IC-GAN!]" cell for the firsh time . After it crashed. It will restart by itself.

[ArantxaCasanova]

What is the exact message Colab provides you when it crashes?

[zhixiongtan]

What is the exact message Colab provides you when it crashes?

SO thanks for your reply! It crashes without any message expect a useless warning. I use the colab pro.

[ArantxaCasanova]

I am sorry but I am afraid I don't know how to help you with this issue. I do not have Colab Pro, the error that you are getting is unclear, I cannot reproduce your bug and nobody else reported a similar issue to me. I can leave this issue open to see if somebody in the future has the same problem. If you manage (or managed) to resolve it, please post the solution and close the issue.