Comments (3)
Thank you @ogrisel for the report! I have already reproduced it as well.
Will investigate and share asap
from scikit-learn-intelex.
@ogrisel thank you again for your report. So issues itself on the verbose messenger side. Actually it does run it on accelerated version on GPU. Fix for the messenger will be patched.
from scikit-learn-intelex.
Thanks. I haven't timed in yet (on a medium scale dataset). Do you know what kind of speedup one should typically observe say on 1e6 data points at fit and 1e3 at predict with 300 dimensions? Say max series GPU vs 64 physical cores CPU?
from scikit-learn-intelex.
Related Issues (20)
- Unable to use ARC 770 GPU with this library HOT 8
- Problem with sklearn 1.3.0 HOT 3
- Precision Issue with PCA HOT 4
- Offloading to GPU is not working for DBSCAN HOT 13
- Error in scikit-learn-intelex setup with oneDAL code changes for arm_sve architecture
- Why am I getting different learning curve for SVC in using sklearn and sklearnex HOT 5
- Accelerated Multi-output Xgboost shows wrong results. HOT 2
- KNN on max series seems slower than cuda-based implementation on comparable devices ? HOT 4
- KMeans is slow on gpu HOT 10
- Longer build time for daal4py with pip HOT 3
- README Hyperlinks down HOT 1
- ValueError: node array from the pickle has an incompatible dtype in RandomForestRegressor from MultiOutputRegressor HOT 2
- Unable to install scikit-learn-intelex on Debian 12 HOT 2
- PCA on gpu hangs HOT 9
- Cannot install in `Python 3.12` due to `daal4py` not being `py3.12`-ready. HOT 1
- pypy3 support for daal4py/sklearnex HOT 2
- RadiusNeighborsClassifier Support
- No module named 'daal4py._oneapi' HOT 1
- daal4py release notes HOT 1
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 scikit-learn-intelex.