Most requested ops for the MPS backend #154052
Description
This issue will list the most requested ops for the MPS backend, that haven't been implemented yet, taken from the comments to #77764 and #141287.
The script that produced this data is provided in this gist. The number of votes is computed as the number of unique users requesting the ops plus the number of thumbs up that their comments received.
| op | votes | users | thumbs_up | suffixes |
|---|---|---|---|---|
| 224 | 75 | 148 | .Tensor_Scalar_out, .Tensor_Tensor_out | |
| 57 | 15 | 42 | .out | |
| 49 | 20 | 29 | .out | |
| 48 | 23 | 25 | ||
| grid_sampler_3d | 47 | 29 | 18 | |
| linalg_eig | 38 | 9 | 29 | .out |
| grid_sampler_2d_backward | 35 | 18 | 17 | |
| linalg_qr | 33 | 23 | 10 | .out |
| 25 | 11 | 14 | ||
| _linalg_eigh | 24 | 11 | 13 | .eigenvalues |
| native_dropout | 23 | 13 | 10 | |
| _embedding_bag | 22 | 16 | 6 | |
| 21 | 13 | 8 | .Scalar, .Tensor | |
| linalg_matrix_exp | 18 | 9 | 9 | |
| 18 | 5 | 13 | ||
| nanmedian | 16 | 9 | 7 | .dim_values |
| _linalg_eigvals | 13 | 5 | 8 | |
| unique_dim | 12 | 6 | 6 | |
| 10 | 4 | 6 | .out | |
| linalg_householder_product | 8 | 6 | 2 | |
| 8 | 5 | 3 | .int_Scalar | |
| kthvalue | 8 | 5 | 3 | .values |
| multilabel_margin_loss_forward | 5 | 2 | 3 | |
| linalg_lu | 5 | 2 | 3 | .out |
| 5 | 1 | 4 | .vec | |
| 4 | 4 | 0 | .Scalar | |
| _embedding_bag_forward_only | 4 | 2 | 2 | |
| logcumsumexp | 4 | 2 | 2 | |
| cholesky_inverse | 4 | 2 | 2 | .out |
| _cdist_backward | 3 | 3 | 0 | |
| _amp_foreach_non_finite_check_and_unscale_ | 3 | 3 | 0 | |
| 3 | 3 | 0 | .out | |
| _embedding_bag_dense_backward | 3 | 1 | 2 | |
| _embedding_bag_per_sample_weights_backward | 3 | 1 | 2 | |
| _segment_reduce_backward | 3 | 1 | 2 | |
| 3 | 1 | 2 | .grad_input | |
| cholesky_solve | 3 | 1 | 2 | .out |
| 3 | 1 | 2 | .out | |
| 3 | 1 | 2 | .out | |
| grid_sampler_3d_backward | 3 | 1 | 2 | |
| 3 | 1 | 2 | .out | |
| igamma | 3 | 1 | 2 | .out |
| igammac | 3 | 1 | 2 | .out |
| log_normal_ | 3 | 1 | 2 | |
| 3 | 1 | 2 | ||
| mvlgamma | 3 | 1 | 2 | .out |
| segment_reduce | 3 | 1 | 2 |