⚡ WebGPU Benchmark Results (100.18x speedup)
#94
by
silait
- opened
| Batch Size | WASM (fp32) | WebGPU (fp32) |
| 1 | 914.20 | 77.70 |
| 2 | 1856.10 | 187.60 |
| 4 | 3637.50 | 313.80 |
| 8 | 7216.70 | 399.40 |
| 16 | 14476.00 | 98.10 |
| 32 | 29263.70 | 292.10 |
- 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/123.0.0.0 Safari/537.36
- GPU: vendor=nvidia, architecture=lovelace, device=, description=