Index

_

__init__() (curvlinops.CGInverseLinearOperator method) (curvlinops.EFLinearOperator method) (curvlinops.EKFACLinearOperator method) (curvlinops.experimental.ActivationHessianLinearOperator method) (curvlinops.FisherMCLinearOperator method) (curvlinops.GGNLinearOperator method) (curvlinops.HessianLinearOperator 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_FISHER_TYPE (curvlinops.EKFACLinearOperator attribute) (curvlinops.KFACLinearOperator attribute) _SUPPORTED_KFAC_APPROX (curvlinops.KFACLinearOperator attribute) _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)

compute_eigenvalue_correction_linear_weight_sharing() (in module curvlinops.ekfac)

D

det (curvlinops.EKFACLinearOperator property) (curvlinops.KFACLinearOperator property)

E

EFLinearOperator (class in curvlinops) EKFACLinearOperator (class in curvlinops)

EMPIRICAL (curvlinops.FisherType attribute) EXPAND (curvlinops.KFACType attribute)

F

FisherMCLinearOperator (class in curvlinops) FisherType (class in curvlinops) FIXED_DATA_ORDER (curvlinops.FisherMCLinearOperator attribute) (curvlinops.JacobianLinearOperator attribute) (curvlinops.TransposedJacobianLinearOperator attribute)

FORWARD_ONLY (curvlinops.FisherType attribute) frobenius_norm (curvlinops.EKFACLinearOperator property) (curvlinops.KFACLinearOperator property) from_state_dict() (curvlinops.EKFACLinearOperator class method) (curvlinops.KFACLinearOperator class method)

G

GGNLinearOperator (class in curvlinops)

H

HessianLinearOperator (class in curvlinops) hutchinson_diag() (in module curvlinops)

hutchinson_squared_fro (class in curvlinops) hutchinson_trace() (in module curvlinops) hutchpp_trace() (in module curvlinops)

J

JacobianLinearOperator (class in curvlinops)

K

KFACInverseLinearOperator (class in curvlinops)

KFACLinearOperator (class in curvlinops) KFACType (class in curvlinops)

L

lanczos_approximate_log_spectrum() (in module curvlinops) lanczos_approximate_spectrum() (in module curvlinops) LanczosApproximateSpectrumCached (class in curvlinops) load_state_dict() (curvlinops.EKFACLinearOperator method) (curvlinops.KFACLinearOperator method)

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

M

MC (curvlinops.FisherType attribute)

N

NeumannInverseLinearOperator (class in curvlinops)

R

REDUCE (curvlinops.KFACType attribute)

S

SELF_ADJOINT (curvlinops.EFLinearOperator attribute) (curvlinops.experimental.ActivationHessianLinearOperator attribute) (curvlinops.FisherMCLinearOperator attribute) (curvlinops.GGNLinearOperator attribute) (curvlinops.HessianLinearOperator attribute) (curvlinops.KFACInverseLinearOperator attribute) (curvlinops.KFACLinearOperator attribute)

set_submatrix() (curvlinops.SubmatrixLinearOperator method) state_dict() (curvlinops.EKFACLinearOperator method) (curvlinops.KFACLinearOperator method) SubmatrixLinearOperator (class in curvlinops) supported_losses (curvlinops.FisherMCLinearOperator attribute) SUPPORTS_BLOCKS (curvlinops.HessianLinearOperator attribute)

T

trace (curvlinops.EKFACLinearOperator property) (curvlinops.KFACLinearOperator property)

TransposedJacobianLinearOperator (class in curvlinops) TYPE2 (curvlinops.FisherType attribute)

X

xdiag() (in module curvlinops)

xtrace() (in module curvlinops)