⚡ WebGPU Benchmark Results (11.87x speedup)
#72
by
tinywell
- opened
| Batch Size | WASM (fp32) | WebGPU (fp32) |
| 1 | 360.00 | 37.50 |
| 2 | 707.60 | 88.50 |
| 4 | 1426.00 | 114.10 |
| 8 | 2873.90 | 202.10 |
| 16 | 5795.10 | 416.10 |
| 32 | 12101.90 | 1019.90 |
- Model: Xenova/all-MiniLM-L6-v2
- Tests run: WASM (fp32), WebGPU (fp32)
- 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=