Transformers.js - WebGPU Benchmark Results
#4
by
pcuenq
- opened
| Batch Size | WASM (ms) | WebGPU (ms) |
| 1 | 386.00 | 23.80 |
| 2 | 776.60 | 44.70 |
| 4 | 1565.80 | 69.60 |
| 8 | 3127.70 | 123.20 |
| 16 | 6291.50 | 221.80 |
| 32 | 12624.30 | 390.10 |
| 64 | 25337.20 | 753.10 |
| 128 | 50497.60 | 1518.40 |
- Model: Xenova/all-MiniLM-L6-v2
- Quantized: false
- 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