OSU-Caffe Performance with MVAPICH2-GDR
Machine Specifications
| CPU Model | CPU Core Info | Memory | IB Card | OS | OFED | GPU | CUDA |
|---|---|---|---|---|---|---|---|
| Intel E5-2690 v3 | 2x12 @ 2.6Ghz | 252GB | Mellanox Connect-IB (2x56Gbps) | Redhat 6.7 | MOFED 3.2 | NVIDIA Tesla K80 | CUDA 7.5 |
Solver Details
| Dataset | Network | Batch Size | Scaling | Iterations |
|---|---|---|---|---|
| ImageNet (ILSVRC 2012) | GoogLeNet | 1,024 | Strong | 100 |
Solver Details
| Dataset | Network | Batch Size | Scaling | Iterations |
|---|---|---|---|---|
| CIFAR10 | CIFAR10 Quick | 8,192 | Strong | 1,000 |
Solver Details
| Dataset | Network | Batch Size | Scaling | Iterations |
|---|---|---|---|---|
| MNIST | LeNet | 8,192 | Strong | 1,000 |
These numbers were taken on CSCS KESCH System. We would like to thank CSCS staff members for providing us access to this system.
