The Fastest and Most Accurate GPU-accelerated Machine Learning
![h2o.ai and nvidia logo lockup](/partner-network/find-a-partner/nvidia/_jcr_content/root/container/section/par/advancedcolumncontro/columns1/image.coreimg.png/1673634446929/nvidia-partnership.png)
![h2o.ai and nvidia logo lockup h2o.ai and nvidia logo lockup](/partner-network/find-a-partner/nvidia/_jcr_content/root/container/section/par/advancedcolumncontro/columns1/image.coreimg.png/1673634446929/nvidia-partnership.png)
![Blog_Image2](/partner-network/find-a-partner/nvidia/_jcr_content/root/container/section_831692768/par/advancedcolumncontro/columns0/image.coreimg.png/1673634447013/blog-image2-stockimagery.png)
![Blog_Image2 Blog_Image2](/partner-network/find-a-partner/nvidia/_jcr_content/root/container/section_831692768/par/advancedcolumncontro/columns0/image.coreimg.png/1673634447013/blog-image2-stockimagery.png)
Speed At Scale
Discover lightning-fast insights with the fastest and most scalable GPU- accelerated machine learning platform.
- GPU acceleration to achieve up to 40X speedups vs CPUs.
- GLM:More than 5X faster on GPUs
- SVD:More than 5x faster on GPUs
- XGBoost:Nearly 10X faster on GPUs
- K-Means:More than 40X faster on GPUs
![Downloads_Hero](/partner-network/find-a-partner/nvidia/_jcr_content/root/container/section_440778052/par/advancedcolumncontro/columns0/image.coreimg.png/1673634447169/downloads-hero-stockimagery.png)
![Downloads_Hero Downloads_Hero](/partner-network/find-a-partner/nvidia/_jcr_content/root/container/section_440778052/par/advancedcolumncontro/columns0/image.coreimg.png/1673634447169/downloads-hero-stockimagery.png)
Accuracy
Provide the accuracy of a Kaggle Grandmaster right out of the box.
- Driverless AI build a model ranked in the top 3% of the Kaggle leaderboard within an hour.
- Driverless AI performs automatic feature engineering and machine learning out of the box at the level of an expert data scientist.
![image (3)](/partner-network/find-a-partner/nvidia/_jcr_content/root/container/section_831692768_co/par/advancedcolumncontro/columns0/image.coreimg.png/1673634447293/team-stockimagery.png)
![image (3) image (3)](/partner-network/find-a-partner/nvidia/_jcr_content/root/container/section_831692768_co/par/advancedcolumncontro/columns0/image.coreimg.png/1673634447293/team-stockimagery.png)
Interpretability
Interpret reason codes and explain predictions transparently for every model.
Four dynamic graphs are generated automatically: K-LIME, Variable Importance, Decision Tree Chart and Partial Dependence Plot; each one helps explore the model output more closely.