Comments (3)
From this code, we know that SGAP is a fundamental framework of this paper, and SGC is constructed based on this framework, am I right?
Yes, we adopt the scalable design paradigm (SGAP) in our GNN architecture design. Based on SGAP, we have implemented many scalable GNNs (including SGC) in https://github.com/PKU-DAIR/SGL/tree/main/sgl/models.
Besides, PASCA-V1(V2, V3) are searched by our system with the multiple objectives (i.e., predictive accuracy and inference time), and we will add the support of these three scalable models ASAP.
from sgl.
From this code, we know that SGAP is a fundamental framework of this paper, and SGC is constructed based on this framework, am I right?
Yes, we adopt the scalable design paradigm (SGAP) in our GNN architecture design. Based on SGAP, we have implemented many scalable GNNs (including SGC) in https://github.com/PKU-DAIR/SGL/tree/main/sgl/models. Besides, PASCA-V1(V2, V3) are searched by our system with the multiple objectives (i.e., predictive accuracy and inference time), and we will add the support of these three scalable models ASAP.
OK, I am looking forward to the updated SGL including PASCA-V1, V2, V3.
from sgl.
From this code, we know that SGAP is a fundamental framework of this paper, and SGC is constructed based on this framework, am I right?
Yes, we adopt the scalable design paradigm (SGAP) in our GNN architecture design. Based on SGAP, we have implemented many scalable GNNs (including SGC) in https://github.com/PKU-DAIR/SGL/tree/main/sgl/models. Besides, PASCA-V1(V2, V3) are searched by our system with the multiple objectives (i.e., predictive accuracy and inference time), and we will add the support of these three scalable models ASAP.
OK, I am looking forward to the updated SGL including PASCA-V1, V2, V3.
Thanks for your attention! Implementing scalable GNNs with SGL is quite simple with our pre-defined operators, and we will continuously add more scalable GNN models for both homogeneous and heterogeneous graphs.
from sgl.
Related Issues (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 sgl.