Weather Forecasting on Weather data 1.4° resolution, 128x256
0.0983Latency (s)EMFormer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EMFormerParams (M)=157.9, MACs (G)=102.54, GPUs=16 A1002026.02 | 0.0983 | 5,184,000 | 703,300,000 | — | |
| EMFormerParams (M)=157.90, Training Hardware=16 × A1002026.03 | 0.0983 | 60 | — | 102.54 | |
| STCastParams (M)=654.82, MACs (G)=436.12, GPUs=16 A1002026.02 | 0.115 | — | 546,700,000 | — | |
| STCastParams (M)=654.82, Training Hardware=16 × A1002026.03 | 0.115 | 5 | — | 436.12 | |
| VA-MoEParams (M)=665.37, GPUs=16 A1002026.02 | 0.269 | — | 688,300,000 | — | |
| VA-MoEParams (M)=665.37, Training Hardware=16 × A1002026.03 | 0.269 | 12 | — | — | |
| OneForecastParams (M)=24.76, MACs (G)=509.27, GPUs=16 A1002026.02 | 0.663 | — | 225,300,000 | — | |
| OneForecastParams (M)=24.76, Training Hardware=16 × A1002026.03 | 0.663 | 8 | — | 509.27 |