Giter VIP home page Giter VIP logo

stgan-pytorch's Introduction

Hi there ๐Ÿ‘‹

GitHub stats Language Stats

stgan-pytorch's People

Contributors

bluestyle97 avatar esemeniuc avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar

stgan-pytorch's Issues

What does the 'shortcut_layers' mean in the code?

Thank you very much for the code you provided.But there is a question for me.In the stgan.py,I found the 'shortcut_layers' which I couldn't match to the paper,could you please tell me the meaning of it?
Thank you very much.

# about training time cost

hello, thanks for your sharing. Could you please tell me how much time this project cost ? several days ? and how many GPUS you used๏ผŸ

how to set model_name

print(' The experiment model is {} '.format(config.model_name))
AttributeError: 'EasyDict' object has no attribute 'model_name'

Is there mode collapse in "add eyeglass" attribute?

thank you very much for this great work.
when I run your code,i find that the results on "add eyeglass" are the same as sources image.
is there mode collapse in "add eyeglass" attribute.
by the way,why does the tensorflow code have a more excellent results than pytorch code?

doesnot run train.py completely.

Hi, can you please help me to run the code completely. whenever i try to run the train.py module, it produce following information and then stop. currently i am trying to run the code in Google colab.

The experiment name is stgan
The experiment mode is train


directory created successfully
[INFO]: Hi, This is root.
[INFO]: After the configurations are successfully processed and dirs are created.
[INFO]: The pipeline of the project will begin now.
[INFO]: Creating STGAN architecture...
[INFO]: Operation will be on GPU-CUDA
[INFO]: __Python VERSION: 3.8.10 (default, Nov 14 2022, 12:59:47)
[GCC 9.4.0]
[INFO]: __PyTorch VERSION: 1.13.1+cu116
[INFO]: __CUDA VERSION
cat: /usr/local/cuda/version.txt: No such file or directory
[INFO]: __CUDNN VERSION: 8302
[INFO]: __Number CUDA Devices: 1
[INFO]: __Devices
index, name, driver_version, memory.total [MiB], memory.used [MiB], memory.free [MiB]
0, Tesla T4, 510.47.03, 15360 MiB, 3 MiB, 15106 MiB
[INFO]: __Active CUDA Device: GPU 0
[INFO]: __Available devices 1
[INFO]: __Current cuda device 0
Please wait while finalizing the operation.. Thank you

Why this reimplementation use bias==False in all CONV layers?

Hi, bluestyle97!
Thanks for your nice pytorch reimplementation! It more faster than official version. But, i found some difference: 1. conv without bias . 2. target label has a randmom coefficient multiplied. Could you explain that? I am confusing about why you did this. thank you very much!

test code

i am a pytorch rookie, can you launch the tset file here?
thank you very much

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.