MPI4cuML Performance on GPUs
Machine Specifications
CPU Model | CPU Core Info | Memory | IB Card | OS | GPU | CUDA |
---|---|---|---|---|---|---|
Intel Xeon Gold 6248 | 2x20 @ 2.5Ghz | 384 GB | Infiniband HDR (200 Gbps) | Rocky Linux 8.5 | NVIDIA V100 (4/Node) | CUDA 11.2 |
K-Means Performance on Expanse
Model: K-Means ppn: 4

Random Forests Performance on Expanse
Model: Random Forests ppn: 4

Linear Regression Performance on Expanse
Model: Linear Regression ppn: 4

tSVD Performance on Expanse
Model: tSVD ppn: 4

Nearest Neighbors Performance on Expanse
Model: Nearest Neighbors ppn: 4
