Inference Speed on Audio 30s (test)
125Inference Time (ms)LPA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LPAPulse Config=8/12, Precision=fp16, Backend=MLX, Hardware=Apple M4 Pro, Batch size=12026.03 | 125 | 1.49 | |
| LPAPulse Config=12/12, Precision=fp32, Backend=PyTorch/MPS, Hardware=Apple M4 Pro, Batch size=12026.03 | 135 | — | |
| LPAPulse Config=8/12, Precision=fp32, Backend=PyTorch/MPS, Hardware=Apple M4 Pro, Batch size=12026.03 | 157 | — | |
| Attention BaselinePrecision=fp32, Backend=PyTorch/MPS, Hardware=Apple M4 Pro, Batch size=12026.03 | 183 | — | |
| Attention BaselinePrecision=fp16, Backend=PyTorch/MPS, Hardware=Apple M4 Pro, Batch size=12026.03 | 186 | — |