Comments (1)
It is okay to follow the original Pix2pixHD generator architecture. In my opinion, you could use the "once-for-all" trying to finelly reduce the channel width of Pix2pixHD. You may need to support search space in the Pix2pixHD supernet modules. Currently, we have adopted the evolution search algorithm, which is much more efficient than the previous search algorithm, so you do not have to worry about the size of the search space.
I think you could try our SPADE model, which is reported to be more efficient in their paper, and we already have some results on SPADE. I do not know the capacity and the redundancy of Pix2pixHD, so I could not predict your results. If your question is more detailed, I think I may give you more feasible advice.
from gan-compression.
Related Issues (20)
- Gray-Scale Input Support HOT 1
- What do these two paths mean?(--metaA_path --metaB_path) HOT 3
- About Select the Best Model (evolution_search.py) HOT 2
- distilling on higer resolution HOT 2
- Distill Problem HOT 4
- "Once-for-all" Network Training Problem HOT 2
- TypeError: _output_padding() missing 1 required positional argument: 'num_spatial_dims' HOT 4
- Guidance to covert pth to ptl
- [Question] About SuperSeparableConv2d HOT 2
- Cannot access to https://hanlab.mit.edu/ HOT 1
- ERROR 403: Forbidden HOT 5
- Request for Access to Pretrained Model for Verification and Replication Purposes. HOT 3
- URL is not supported HOT 7
- Does this way can apply to pix2pixHD model? HOT 2
- How to generate cityscape_A.npz HOT 1
- where is bash scripts/cycle_gan/horse2zebra/search.sh? HOT 1
- "download_real_stat.sh" doesn't work.
- Question about testing the compressed model HOT 1
- Question about the budget setting HOT 2
- about SuperConv2d HOT 2
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
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.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from gan-compression.