Index

_

_r (boat_torch.na_ol.cg.CG attribute) (boat_torch.na_ol.fd.FD attribute)

A

add() (boat_torch.utils.op_utils.ResultStore method) alpha (boat_torch.na_ol.cg.CG attribute) (boat_torch.na_ol.fd.FD attribute) (boat_torch.na_ol.iga.IGA attribute)

alpha_decay (boat_torch.na_ol.cg.CG attribute) (boat_torch.na_ol.fd.FD attribute) (boat_torch.na_ol.iga.IGA attribute) average_grad() (in module boat_torch.utils.op_utils)

B

boat_torch.boat_opt module boat_torch.fo_ol.meso module boat_torch.fo_ol.pgdo module boat_torch.fo_ol.vfo module boat_torch.fo_ol.vso module boat_torch.gm_ol.di module boat_torch.gm_ol.dm module boat_torch.gm_ol.dynamical_system module boat_torch.gm_ol.gda module boat_torch.gm_ol.ngd module boat_torch.gm_ol.sequential_ds module boat_torch.na_ol.cg module boat_torch.na_ol.fd module

boat_torch.na_ol.foa module boat_torch.na_ol.hyper_gradient module boat_torch.na_ol.iad module boat_torch.na_ol.iga module boat_torch.na_ol.ns module boat_torch.na_ol.ptt module boat_torch.na_ol.rad module boat_torch.na_ol.rgt module boat_torch.na_ol.sequential_hg module boat_torch.operation_registry module boat_torch.utils.op_utils module build_ll_solver() (boat_torch.boat_opt.Problem method) build_ul_solver() (boat_torch.boat_opt.Problem method)

C

cat_list_to_tensor() (in module boat_torch.utils.op_utils) CG (class in boat_torch.na_ol.cg) cg_step() (in module boat_torch.utils.op_utils) check_status() (boat_torch.boat_opt.Problem method) clear() (boat_torch.utils.op_utils.ResultStore method) compute_gradients() (boat_torch.na_ol.cg.CG method) (boat_torch.na_ol.fd.FD method) (boat_torch.na_ol.foa.FOA method) (boat_torch.na_ol.hyper_gradient.HyperGradient method) (boat_torch.na_ol.iad.IAD method) (boat_torch.na_ol.iga.IGA method) (boat_torch.na_ol.ns.NS method) (boat_torch.na_ol.ptt.PTT method) (boat_torch.na_ol.rad.RAD method) (boat_torch.na_ol.rgt.RGT method) (boat_torch.na_ol.sequential_hg.SequentialHG method)

conjugate_gradient() (in module boat_torch.utils.op_utils) copy_parameter_from_list() (in module boat_torch.utils.op_utils) custom_order (boat_torch.gm_ol.sequential_ds.SequentialDS attribute)

D

DI (class in boat_torch.gm_ol.di) DM (class in boat_torch.gm_ol.dm) dynamic_initialization (boat_torch.na_ol.cg.CG attribute) (boat_torch.na_ol.fd.FD attribute) (boat_torch.na_ol.iga.IGA attribute)

DynamicalSystem (class in boat_torch.gm_ol.dynamical_system) DynamicalSystemRules (class in boat_torch.utils.op_utils)

F

FD (class in boat_torch.na_ol.fd)

foa (boat_torch.na_ol.iad.IAD attribute) FOA (class in boat_torch.na_ol.foa)

G

GDA (class in boat_torch.gm_ol.gda) gda_loss (boat_torch.na_ol.cg.CG attribute) (boat_torch.na_ol.fd.FD attribute) (boat_torch.na_ol.iga.IGA attribute) get_gradient_order() (boat_torch.utils.op_utils.DynamicalSystemRules static method) (boat_torch.utils.op_utils.HyperGradientRules static method)

get_outer_gradients() (in module boat_torch.utils.op_utils) get_registered_operation() (in module boat_torch.operation_registry) get_results() (boat_torch.utils.op_utils.ResultStore method) grad_unused_zero() (in module boat_torch.utils.op_utils) gradient_instances (boat_torch.gm_ol.sequential_ds.SequentialDS attribute)

H

HyperGradient (class in boat_torch.na_ol.hyper_gradient)

HyperGradientRules (class in boat_torch.utils.op_utils)

I

IAD (class in boat_torch.na_ol.iad)

IGA (class in boat_torch.na_ol.iga)

L

l2_reg() (in module boat_torch.utils.op_utils) list_tensor_matmul() (in module boat_torch.utils.op_utils) list_tensor_norm() (in module boat_torch.utils.op_utils)

ll_lr (boat_torch.na_ol.cg.CG attribute) (boat_torch.na_ol.fd.FD attribute) ll_opt (boat_torch.na_ol.iad.IAD attribute)

M

makes_functional_dynamical_system() (in module boat_torch.gm_ol.sequential_ds) makes_functional_na_operation() (in module boat_torch.na_ol.sequential_hg) MESO (class in boat_torch.fo_ol.meso) module boat_torch.boat_opt boat_torch.fo_ol.meso boat_torch.fo_ol.pgdo boat_torch.fo_ol.vfo boat_torch.fo_ol.vso boat_torch.gm_ol.di boat_torch.gm_ol.dm boat_torch.gm_ol.dynamical_system boat_torch.gm_ol.gda boat_torch.gm_ol.ngd boat_torch.gm_ol.sequential_ds boat_torch.na_ol.cg boat_torch.na_ol.fd boat_torch.na_ol.foa boat_torch.na_ol.hyper_gradient boat_torch.na_ol.iad boat_torch.na_ol.iga boat_torch.na_ol.ns boat_torch.na_ol.ptt boat_torch.na_ol.rad boat_torch.na_ol.rgt boat_torch.na_ol.sequential_hg boat_torch.operation_registry boat_torch.utils.op_utils

N

neumann() (in module boat_torch.utils.op_utils)

NGD (class in boat_torch.gm_ol.ngd) NS (class in boat_torch.na_ol.ns)

O

optimize() (boat_torch.fo_ol.meso.MESO method) (boat_torch.fo_ol.pgdo.PGDO method) (boat_torch.fo_ol.vfo.VFO method) (boat_torch.fo_ol.vso.VSO method) (boat_torch.gm_ol.di.DI method) (boat_torch.gm_ol.dm.DM method) (boat_torch.gm_ol.dynamical_system.DynamicalSystem method) (boat_torch.gm_ol.gda.GDA method) (boat_torch.gm_ol.ngd.NGD method) (boat_torch.gm_ol.sequential_ds.SequentialDS method)

P

PGDO (class in boat_torch.fo_ol.pgdo) plot_losses() (boat_torch.boat_opt.Problem method)

Problem (class in boat_torch.boat_opt) PTT (class in boat_torch.na_ol.ptt)

R

RAD (class in boat_torch.na_ol.rad) register_class() (in module boat_torch.operation_registry) require_model_grad() (in module boat_torch.utils.op_utils)

result_store (boat_torch.gm_ol.sequential_ds.SequentialDS attribute) ResultStore (class in boat_torch.utils.op_utils) RGT (class in boat_torch.na_ol.rgt) run_iter() (boat_torch.boat_opt.Problem method)

S

save_losses() (boat_torch.boat_opt.Problem method) SequentialDS (class in boat_torch.gm_ol.sequential_ds) SequentialHG (class in boat_torch.na_ol.sequential_hg) set_gradient_order() (boat_torch.utils.op_utils.DynamicalSystemRules static method) (boat_torch.utils.op_utils.HyperGradientRules static method)

set_track_trajectory() (boat_torch.boat_opt.Problem method) stop_grads() (in module boat_torch.utils.op_utils) stop_model_grad() (in module boat_torch.utils.op_utils)

T

truncate_iters (boat_torch.na_ol.iad.IAD attribute)

truncate_max_loss_iter (boat_torch.na_ol.iad.IAD attribute)

U

update_grads() (in module boat_torch.utils.op_utils)

update_tensor_grads() (in module boat_torch.utils.op_utils)

V

validate_and_adjust_order() (in module boat_torch.gm_ol.sequential_ds) (in module boat_torch.na_ol.sequential_hg)

VFO (class in boat_torch.fo_ol.vfo) VSO (class in boat_torch.fo_ol.vso)