Index

_

__init__() (curvlinops.CGInverseLinearOperator method) (curvlinops.EFLinearOperator method) (curvlinops.experimental.ActivationHessianLinearOperator method) (curvlinops.FisherMCLinearOperator method) (curvlinops.GGNLinearOperator method) (curvlinops.HessianLinearOperator method) (curvlinops.HutchinsonDiagonalEstimator method) (curvlinops.HutchinsonSquaredFrobeniusNormEstimator method) (curvlinops.HutchinsonTraceEstimator method) (curvlinops.HutchPPTraceEstimator method) (curvlinops.JacobianLinearOperator method) (curvlinops.KFACInverseLinearOperator method) (curvlinops.KFACLinearOperator method) (curvlinops.LanczosApproximateSpectrumCached method) (curvlinops.LSMRInverseLinearOperator method) (curvlinops.NeumannInverseLinearOperator method) (curvlinops.SubmatrixLinearOperator method) (curvlinops.TransposedJacobianLinearOperator method)

_SUPPORTED_LOSSES (curvlinops.KFACLinearOperator attribute) _SUPPORTED_MODULES (curvlinops.KFACLinearOperator attribute)

A

ActivationHessianLinearOperator (class in curvlinops.experimental)

approximate_spectrum() (curvlinops.LanczosApproximateSpectrumCached method)

C

CGInverseLinearOperator (class in curvlinops)

D

det (curvlinops.KFACLinearOperator property)

E

EFLinearOperator (class in curvlinops)

F

FisherMCLinearOperator (class in curvlinops)

frobenius_norm (curvlinops.KFACLinearOperator property)

G

GGNLinearOperator (class in curvlinops)

H

HessianLinearOperator (class in curvlinops) HutchinsonDiagonalEstimator (class in curvlinops)

HutchinsonSquaredFrobeniusNormEstimator (class in curvlinops) HutchinsonTraceEstimator (class in curvlinops) HutchPPTraceEstimator (class in curvlinops)

J

JacobianLinearOperator (class in curvlinops)

K

KFACInverseLinearOperator (class in curvlinops)

KFACLinearOperator (class in curvlinops)

L

lanczos_approximate_log_spectrum() (in module curvlinops) lanczos_approximate_spectrum() (in module curvlinops) LanczosApproximateSpectrumCached (class in curvlinops)

logdet (curvlinops.KFACLinearOperator property) loss_hessian_matrix_sqrt() (in module curvlinops.kfac_utils) LSMRInverseLinearOperator (class in curvlinops)

M

matvec_with_info() (curvlinops.LSMRInverseLinearOperator method)

N

NeumannInverseLinearOperator (class in curvlinops)

S

sample() (curvlinops.HutchinsonDiagonalEstimator method) (curvlinops.HutchinsonSquaredFrobeniusNormEstimator method) (curvlinops.HutchinsonTraceEstimator method) (curvlinops.HutchPPTraceEstimator method) set_cg_hyperparameters() (curvlinops.CGInverseLinearOperator method)

set_lsmr_hyperparameters() (curvlinops.LSMRInverseLinearOperator method) set_neumann_hyperparameters() (curvlinops.NeumannInverseLinearOperator method) set_submatrix() (curvlinops.SubmatrixLinearOperator method) SubmatrixLinearOperator (class in curvlinops) SUPPORTS_BLOCKS (curvlinops.HessianLinearOperator attribute)

T

to_device() (curvlinops.KFACLinearOperator method) torch_matmat() (curvlinops.KFACInverseLinearOperator method) (curvlinops.KFACLinearOperator method)

torch_matvec() (curvlinops.KFACInverseLinearOperator method) (curvlinops.KFACLinearOperator method) trace (curvlinops.KFACLinearOperator property) TransposedJacobianLinearOperator (class in curvlinops)