⚡ WebGPU Benchmark Results (33.28x speedup)
#22
by
pcuenq
- opened
| Batch Size | WASM (ms) | WebGPU (ms) |
| 1 | 375.40 | 29.40 |
| 2 | 755.40 | 50.30 |
| 4 | 1523.10 | 68.30 |
| 8 | 3103.90 | 126.80 |
| 16 | 6259.40 | 215.90 |
| 32 | 12773.90 | 385.30 |
| 64 | 25332.50 | 752.80 |
| 128 | 50588.20 | 1520.30 |
- 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=