⚡ WebGPU Benchmark Results (18.02x speedup)
#108
by
Godcraft007
- opened
| Batch Size | WASM (fp32) | WebGPU (fp32) |
| 1 | 430.50 | 34.30 |
| 2 | 952.20 | 71.60 |
| 4 | 1827.40 | 179.50 |
| 8 | 3713.70 | 251.90 |
| 16 | 7347.20 | 422.60 |
| 32 | 14438.00 | 801.10 |
- Model: Xenova/all-MiniLM-L6-v2
- Tests run: WASM (fp32), WebGPU (fp32)
- Sequence length: 512
- Browser: Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36
- GPU: vendor=nvidia, architecture=lovelace, device=, description=