⚡ WebGPU Benchmark Results (1.04x speedup) – iMac WebGPU up to bs=128
#53
by
pcuenq
HF staff
- opened
| Batch Size | WebGPU (fp16) | WebGPU (fp32) |
| 1 | 16.50 | 14.90 |
| 2 | 30.80 | 28.00 |
| 4 | 53.00 | 44.70 |
| 8 | 100.80 | 78.80 |
| 16 | 192.60 | 146.00 |
| 32 | 382.90 | 283.70 |
| 64 | 776.10 | 556.90 |
| 128 | 1554.60 | 1502.00 |
- Model: Xenova/all-MiniLM-L6-v2
- Tests run: WebGPU (fp16), 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=amd, architecture=rdna-1, device=, description=