⚡ WebGPU Benchmark Results (66.99x speedup) – iMac AMD Radeon Pro 5700 XT 16 GB
#47
by
pcuenq
- opened
| Batch Size | WASM (int8) | WASM (fp16) | WASM (fp32) | WebGPU (int8) | WebGPU (fp16) | WebGPU (fp32) |
| 1 | 375.90 | 560.70 | 522.10 | 343.10 | 16.90 | 15.70 |
| 2 | 765.90 | 1129.20 | 1052.90 | 605.70 | 66.70 | 27.90 |
| 4 | 1541.80 | 2280.10 | 2112.60 | 1173.50 | 56.30 | 43.40 |
| 8 | 3189.90 | 4593.90 | 4391.70 | 2427.30 | 163.00 | 73.90 |
| 16 | 6411.30 | 9177.60 | 8535.00 | 4774.90 | 254.20 | 143.00 |
| 32 | 13067.70 | 18347.40 | 17293.00 | 9665.50 | 572.10 | 273.90 |
- Model: Xenova/all-MiniLM-L6-v2
- Tests run: WASM (int8), WASM (fp16), WASM (fp32), WebGPU (int8), 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=