⚡ WebGPU Benchmark Results (21.15x speedup)
#40
by
Zarazas
- opened
| Batch Size | WASM (ms) | WebGPU (ms) |
| 1 | 350.10 | 24.90 |
| 2 | 703.10 | 63.60 |
| 4 | 1404.80 | 77.50 |
| 8 | 2829.50 | 164.30 |
| 16 | 5728.70 | 289.50 |
| 32 | 11642.70 | 550.60 |
- Model: Xenova/all-MiniLM-L6-v2
- Quantized: false
- Sequence length: 512
- Browser: Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/122.0.0.0 Safari/537.36
- GPU: vendor=apple, architecture=common-3, device=, description=
running on an macbook pro m2 chip