Synthetic Matrices
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Low-rank matrix approximation | Synthetic 100x75 matrices | Min Time (sec)0.0155 | 20 | |
| Matrix Recovery | Synthetic Matrices m=n=8000 | L-Norm Error0 | 10 | |
| Matrix Recovery | Synthetic Matrices m=n=4000 | L Error0 | 10 | |
| Matrix Recovery | Synthetic Matrices (m=n=2000) | Error L0 | 10 | |
| Matrix Recovery | Synthetic Matrices m=n=1000 | L Error0 | 10 | |
| Matrix Recovery | Synthetic Matrices (m=n=500) | Error (L-Norm)0 | 10 | |
| GEMM Accuracy | Synthetic Matrices 2048x2048 | L2 Error0.0074 | 10 | |
| Matrix Orthogonalization | Synthetic Matrices 128 x 1024 | Error0.04 | 5 | |
| Matrix Orthogonalization | Synthetic Matrices h=128 w=512 | Error0.04 | 5 | |
| Matrix Orthogonalization | Synthetic Matrices 128 x 128 | Error0.04 | 5 |
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