CP Decomposition on UBER
0.2Avg Time per ALS Round (s)STS-CP
Evaluation Results
| Method | Links | |
|---|---|---|
| STS-CPHardware=Single LBNL Perlmutter CPU node, Samples per least-squares solve=2^16, Randomized=true2023.01 | 0.2 | |
| MATLAB Tensor Toolbox CP-ARLS-LEVHardware=Single LBNL Perlmutter CPU node, Samples per least-squares solve=2^16, Randomized=true2023.01 | 0.5 | |
| MATLAB Tensor Toolbox StandardHardware=Single LBNL Perlmutter CPU node, Randomized=false2023.01 | 11.6 | |
| TensorLy, Sparse BackendHardware=Single LBNL Perlmutter CPU node, Backend=Sparse2023.01 | 64.2 |