⚡ WebGPU Benchmark Results (15.52x speedup)
#69
by
hans00
- opened
| Batch Size | WASM (fp32) | WebGPU (fp32) |
| 1 | 425.10 | 57.40 |
| 2 | 870.90 | 108.00 |
| 4 | 1812.70 | 161.90 |
| 8 | 3705.20 | 284.80 |
| 16 | 7575.30 | 517.90 |
| 32 | 15415.50 | 993.00 |
- Model: BricksDisplay/all-MiniLM-L6-v2-q4
- Tests run: WASM (fp32), WebGPU (fp32)
- Sequence length: 512
- Browser: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/122.0.0.0 Safari/537.36
- GPU: vendor=amd, architecture=gcn-5, device=, description=