⚡ WebGPU Benchmark Results (14.00x speedup)
#70
by
hans00
- opened
| Batch Size | WASM (fp32) | WebGPU (fp32) |
| 1 | 449.00 | 57.80 |
| 2 | 914.10 | 105.90 |
| 4 | 1849.60 | 161.80 |
| 8 | 3725.70 | 311.40 |
| 16 | 7481.00 | 568.60 |
| 32 | 15281.00 | 1091.60 |
- Model: BricksDisplay/all-MiniLM-L6-v2-bnb4
- 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=