DALI Performance

ResNet50 training on ImageNet | NVIDIA DGX-2 | 20.01 NGC container | DALI version 0.18 | 12 × V-100 GPUs | batch size: 256

ResNet50 training on ImageNet | NVIDIA DGX-1 | 20.01 NGC container | DALI version 0.18 | 8 × V-100 GPUs | batch size: 256

AWS

ResNet50 training on ImageNet | AWS P3 | 20.01 NGC container | DALI version 0.18 | 8 × V-100 GPUs | batch size: 192

GCP

ResNet50 training on ImageNet | Google Cloud Platform | 20.01 NGC container | DALI version 0.18 | 8 × V-100 GPUs | batch size: 192