Inference Efficiency Analysis on Synthetic Data (n=100, k=8)
0.0012Latency (ms)TensorFM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TensorFMd=1, r=2, n=100, k=8, number of points=1000002026.02 | 0.0012 | — | |
| TensorFMd=2, r=2, n=100, k=8, number of points=1000002026.02 | 0.0015 | — | |
| TensorFMd=1, r=3, n=100, k=8, number of points=1000002026.02 | 0.0019 | — | |
| TensorFMd=4, r=2, n=100, k=8, number of points=1000002026.02 | 0.0029 | — | |
| TensorFMd=1, r=4, n=100, k=8, number of points=1000002026.02 | 0.0034 | — | |
| TensorFMd=2, r=3, n=100, k=8, number of points=1000002026.02 | 0.0037 | — | |
| CNn=100, k=8, number of points=1000002026.02 | 0.0046 | — | |
| HOFMn=100, k=8, number of points=1000002026.02 | 0.0049 | — | |
| TensorFMd=2, r=4, n=100, k=8, number of points=1000002026.02 | 0.0065 | — | |
| TensorFMd=4, r=3, n=100, k=8, number of points=1000002026.02 | 0.007 | — | |
| FwFMn=100, k=8, number of points=1000002026.02 | 0.0127 | — | |
| TensorFMd=4, r=4, n=100, k=8, number of points=1000002026.02 | 0.0129 | — | |
| AFMn=100, k=8, number of points=1000002026.02 | 0.1837 | — |