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animegan.js's Issues

When I was making AnimeGANv2.js, there was a problem of model conversion

When I converted saved_model into tfjs, there was a problem. I think you might have encountered it. How did you solve it?
the xshell scripts is :
CUDA_VISIBLE_DEVICES=0 tensorflowjs_converter --input_format=tf_saved_model --output_format=tfjs_graph_model --signature_name='custom_signature' --output_node_names="output" --saved_model_tags=serve ./Hayao_model-64 ./web_model

the error infomation is:
ValueError: Unsupported Ops in the model before optimization MirrorPad (base) Workstation:/ada/AnimeGAN_js$

The MirrorPad corresponds to the reflect mode of tf. pad in TF.
Can you give me some help

Fundamental question

First of all. I really appreciate to you for sharing nice codes. It was really impressive to me about utilizing tensorflow-js model. I am pretty newbe of tensorflow js and I want to be good at exporting python model into javascript via tf-js model.

  1. Is there any tutorial or lecture to learn about exporting tf-js model using javascripts? otherwise how did you learn?
  2. Which develop environment do you prefer to debug javascript?( like yarn + chrome). Because visualizing parameters of model is really hard to me.

gtx 1080 memory overflow

While i try to make an image w/o resize i got an error and monitors blinks for a second.
Task manager shows 12GB VRAM overflow.
Error encountered while generating image: Error: Failed to compile fragment shader.
image

Most likely i'm already out of trends ๐Ÿ‘
Gotta wait for 3090

about the AnimeGANv2 online use website

Hi,
I have something to tell you.
Because there is no corresponding paper for open source AnimeGANv2, I recently made a technical description page of AnimeGANv2 using GitHub page, and found that GitHub page can't be accessed normally in China. Therefore, I plan to stop doing AnimeGANv2 online use website. If it's convenient for you, I hope you can implement it like v1.

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