Transformer Sequence Processing Efficiency on VGGT
3.67Inference Time (s)FA2
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FA2Precision=FP16, Frames=502026.04 | 3.67 | 17.16 | — | |
| FA2Precision=FP16, Frames=1002026.04 | 9.44 | 27.13 | — | |
| ELSAPrecision=FP32, Frames=502026.04 | 12.56 | 15.74 | 1.46 | |
| FA2Precision=FP16, Frames=1502026.04 | 17.88 | 37.43 | — | |
| xFormersPrecision=FP32, Frames=502026.04 | 18.36 | 15.74 | 1 | |
| ELSAPrecision=FP32, Frames=1002026.04 | 29.49 | 26.68 | 2.09 | |
| ELSAPrecision=FP32, Frames=1502026.04 | 55.97 | 37.59 | 2.34 | |
| xFormersPrecision=FP32, Frames=1002026.04 | 61.75 | 26.67 | 1 | |
| xFormersPrecision=FP32, Frames=1502026.04 | 130.83 | 37.59 | 1 |