f-dangel curvlinops issues

f-dangel / curvlinops

scipy linear operators for the Hessian, Fisher/GGN, and more in PyTorch

https://curvlinops.readthedocs.io/en/latest/

MIT License

17 stars 5 forks source link

issues

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[DOC] Add more matrices to visual tour, prettify plots with `tueplots`

#134 f-dangel opened 6 hours ago
1
[BUG] Wrong dtype for random vectors used in KFAC's deterministic checks

#133 f-dangel opened 4 days ago
1
`KFACLinearOperator` deterministic checks break when using double precision

#132 liaodisen opened 4 days ago
1
[CI | FIX] Improve and run Fisher-MC tests on `main`

#131 f-dangel closed 1 week ago
1
[ADD] Minimal linear operator interface for PyTorch

#130 f-dangel opened 2 weeks ago
1
[CI] Update Github action versions, cache pip

#129 f-dangel closed 2 weeks ago
1
[REQ] Deprecate python 3.8

#128 f-dangel closed 2 weeks ago
1
[ADD] EKFAC

#127 runame opened 2 weeks ago
3
[REF] Create shared parent classes for `KFACLinearOperator` and `KFACInverseLinearOperator`

#126 runame opened 2 weeks ago
0
[FIX] Output shapes of KFAC's `matmat`/`matvec`

#125 runame closed 1 month ago
1
`A.torch_matvec()` changes the shape of tensors

#124 BrunoKM closed 1 month ago
5
[REF] Migrate from `setup.py` to `pyproject.toml` (fixes #122)

#123 kourbou closed 2 months ago
9
Error when installing `curvlinops` as dependency

#122 wiseodd closed 2 months ago
4
[REF] Deprecate `pkg_resources`, use `importlib` & `packaging`

#121 f-dangel closed 3 months ago
10
[REF] Improve numerical stability of Frobenius estimator

#120 f-dangel closed 3 months ago
1
[FIX] Checks if `Enum` contains string

#119 runame closed 3 months ago
7
[BUG] Check if string is in `Enum` incompatible with older Python versions

#118 runame closed 3 months ago
0
Remove `loss_average` argument of `KFACLinearOperator`

#117 runame closed 3 months ago
1
Implement EKFAC

#116 runame opened 4 months ago
0
[ADD] Implement adjoint for sub-matrix linear operator

#115 f-dangel closed 4 months ago
1
[ADD] `state_dict` functionality to `KFACLinearOperator` and `KFACInverseLinearOperator`

#114 runame closed 4 months ago
1
Add `state_dict` functionality to `KFACLinearOperator` and `KFACInverseLinearOperator`

#113 runame closed 4 months ago
0
[FIX] Scaling of MC Fisher for `MSELoss` and `BCEWithLogitsLoss` with mean reduction

#112 runame closed 4 months ago
1
[BUG] `FisherMCLinearOperator` is off by a factor of `C` when using `MSELoss` or `BCEWithLogitsLoss` with mean reduction

#111 runame closed 4 months ago
0
[FIX] KFAC scale for `loss_average="batch+sequence"`

#110 runame closed 5 months ago
1
[FIX] Scaling of empirical/MC Fisher for output with more than two dimensions

#109 runame closed 5 months ago
1
[BUG] Scaling of (KFAC) empirical/MC Fisher broken in some cases when using mean reduction for loss

#108 runame closed 5 months ago
0
[BUG] Scaling of gradient covariance Kronecker factor in KFAC for `loss_average="batch+sequence"` can be off

#107 runame closed 5 months ago
0
[ADD] `LSMRInverseLinearOperator`

#106 runame closed 5 months ago
1
[ADD] `LSMRInverseLinearOperator`

#105 runame closed 5 months ago
0
[REF] Make KFAC computation side effect free

#104 f-dangel closed 5 months ago
3
[FIX] Device errors in tests

#103 f-dangel closed 5 months ago
1
[ADD] Option to retry failed Cholesky decompositions in double precision in `KFACInverseLinearOperator`

#102 runame closed 5 months ago
1
Numerical stability of `cholesky` in `KFACInverseLinearOperator`

#101 runame closed 5 months ago
0
Support arbitrary `X` in `data`

#100 wiseodd closed 5 months ago
9
[ADD] Support `BCEWithLogitsLoss` in Fisher-MC and KFAC

#99 f-dangel closed 6 months ago
1
Add `fisher_type="forward-only"` (FOOF method) option to `KFACLinearOperator`

#98 runame closed 6 months ago
2
[CI] Run GH actions for PR to any branch

#97 f-dangel closed 6 months ago
1
Add `trace`, `det`, `logdet`, and `frobenius_norm` properties to `KFACLinearOperator`

#96 runame closed 6 months ago
0
Add `trace`, `det`, `logdet`, and `frobenius_norm` property to `KFACLinearOperator`

#95 runame closed 6 months ago
2
Potentially switch to or add option to use `cholesky_solve` instead of `cholesky_inverse` in `KFACInverseLinearOperator`

#94 runame opened 6 months ago
0
Add heuristic and exact damping to `KFACInverseLinearOperator`

#93 runame closed 6 months ago
1
Add option for heuristic and exact damping to `KFACInverseLinearOperator`

#92 runame closed 6 months ago
0
Allow for matrix-matrix and matrix-vector products with `KFACLinearOperator` and `KFACInverseLinearOperator` without converting to numpy

#91 runame closed 6 months ago
1
Support `BCEWithLogitsLoss`

#90 f-dangel closed 6 months ago
0
[REF] Parallelize `sample_grad_output` in MC Fisher

#89 f-dangel closed 6 months ago
0
[REF] Parallelize `grad_output` computation in empirical Fisher

#88 f-dangel closed 6 months ago
1
[OPT] Remove `for` loop to compute `grad_outputs` in EF

#87 f-dangel closed 6 months ago
0
Make less/no assumption about the data

#86 wiseodd closed 5 months ago
3
[REF] Remove for-loop over samples in MC Fisher

#85 f-dangel closed 6 months ago
0