⚡ WebGPU Benchmark Results (26.69x speedup)
#88
by
oanaflores
- opened
| Batch Size | WASM (fp16) | WebGPU (fp16) |
| 1 | 408.70 | 32.50 |
| 2 | 819.40 | 65.70 |
| 4 | 1625.80 | 71.70 |
| 8 | 3265.60 | 145.30 |
| 16 | 6722.90 | 242.60 |
| 32 | 13889.40 | 520.40 |
- Model: Xenova/all-MiniLM-L6-v2
- Tests run: WASM (fp16), WebGPU (fp16)
- Sequence length: 512
- Browser: Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36
- GPU: vendor=apple, architecture=common-3, device=, description=