v1.6
Table of Contents
Overview
Installation
QuickStart
Auto (Hyper-parameter) Tuning
Neural Architecture Search
Model Compression
Feature Engineering
References
Community Sharings
FAQ
How to Contribution
Changelog
NNI
Docs
»
Index
Edit on GitHub
Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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K
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L
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M
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N
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O
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P
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R
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S
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T
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U
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V
A
add_child() (nni.nas.pytorch.utils.StructuredMutableTreeNode method)
add_model() (nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner method)
algorithm_name (nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner attribute)
apply_fixed_architecture() (in module nni.nas.pytorch.fixed)
ArchitectureCheckpoint (class in nni.nas.pytorch.callbacks)
assess_trial() (nni.assessor.Assessor method)
(nni.curvefitting_assessor.CurvefittingAssessor method)
(nni.medianstop_assessor.MedianstopAssessor method)
Assessor (class in nni.assessor)
AssessResult (class in nni.assessor)
AverageMeter (class in nni.nas.pytorch.utils)
AverageMeterGroup (class in nni.nas.pytorch.utils)
B
Bad (nni.assessor.AssessResult attribute)
BaseMutator (class in nni.nas.pytorch.base_mutator)
BaseTrainer (class in nni.nas.pytorch.base_trainer)
BatchTuner (class in nni.batch_tuner.batch_tuner)
beta (nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner attribute)
bo (nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner attribute)
build() (nni.nas.pytorch.callbacks.Callback method)
C
Callback (class in nni.nas.pytorch.callbacks)
CdartsTrainer (class in nni.nas.pytorch.cdarts)
checkpoint() (nni.nas.pytorch.base_trainer.BaseTrainer method)
(nni.nas.pytorch.trainer.Trainer method)
choices (nni.nas.pytorch.darts.DartsMutator attribute)
(nni.nas.pytorch.mutables.LayerChoice attribute)
ClassicMutator (class in nni.nas.pytorch.classic_nas.mutator)
cold_start_num (nni.metis_tuner.metis_tuner.MetisTuner attribute)
command_queue_worker() (nni.msg_dispatcher_base.MsgDispatcherBase method)
CurvefittingAssessor (class in nni.curvefitting_assessor)
cut_choices() (nni.nas.pytorch.cdarts.RegularizedDartsMutator method)
(nni.nas.pytorch.cdarts.RegularizedMutatorParallel method)
D
DartsDiscreteMutator (class in nni.nas.pytorch.cdarts)
DartsMutator (class in nni.nas.pytorch.darts)
DartsTrainer (class in nni.nas.pytorch.darts)
default_model_len (nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner attribute)
default_model_width (nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner attribute)
E
enable_visualization() (nni.nas.pytorch.trainer.Trainer method)
EnasMutator (class in nni.nas.pytorch.enas)
EnasTrainer (class in nni.nas.pytorch.enas)
enqueue_command() (nni.msg_dispatcher_base.MsgDispatcherBase method)
enter_mutable_scope() (nni.nas.pytorch.base_mutator.BaseMutator method)
EvolutionTuner (class in nni.evolution_tuner.evolution_tuner)
exit_mutable_scope() (nni.nas.pytorch.base_mutator.BaseMutator method)
exploration_probability (nni.metis_tuner.metis_tuner.MetisTuner attribute)
export() (nni.nas.pytorch.base_mutator.BaseMutator method)
(nni.nas.pytorch.base_trainer.BaseTrainer method)
(nni.nas.pytorch.cdarts.RegularizedDartsMutator method)
(nni.nas.pytorch.cdarts.RegularizedMutatorParallel method)
(nni.nas.pytorch.mutator.Mutator method)
(nni.nas.pytorch.trainer.Trainer method)
export_results() (nni.nas.pytorch.spos.SPOSEvolution method)
F
FixedArchitecture (class in nni.nas.pytorch.fixed)
forward() (nni.nas.pytorch.base_mutator.BaseMutator method)
(nni.nas.pytorch.mutables.InputChoice method)
(nni.nas.pytorch.mutables.LayerChoice method)
G
generate() (nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner method)
generate_multiple_parameters() (nni.nas.pytorch.spos.SPOSEvolution method)
(nni.tuner.Tuner method)
generate_parameters() (nni.batch_tuner.batch_tuner.BatchTuner method)
(nni.evolution_tuner.evolution_tuner.EvolutionTuner method)
(nni.gp_tuner.gp_tuner.GPTuner method)
(nni.gridsearch_tuner.GridSearchTuner method)
(nni.hyperopt_tuner.hyperopt_tuner.HyperoptTuner method)
(nni.metis_tuner.metis_tuner.MetisTuner method)
(nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner method)
(nni.tuner.Tuner method)
get_and_apply_next_architecture() (in module nni.nas.pytorch.classic_nas)
get_best_model_id() (nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner method)
get_current_parameter() (in module nni)
get_experiment_id() (in module nni)
get_metric_value_by_id() (nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner method)
get_next_parameter() (in module nni)
get_sequence_id() (in module nni)
get_suggestion() (nni.hyperopt_tuner.hyperopt_tuner.HyperoptTuner method)
get_trial_id() (in module nni)
global_mutable_counting() (in module nni.nas.pytorch.utils)
Good (nni.assessor.AssessResult attribute)
GPTuner (class in nni.gp_tuner.gp_tuner)
graph() (nni.nas.pytorch.mutator.Mutator method)
GridSearchTuner (class in nni.gridsearch_tuner)
H
handle_add_customized_trial() (nni.hyperband_advisor.hyperband_advisor.Hyperband method)
(nni.msg_dispatcher_base.MsgDispatcherBase method)
handle_import_data() (nni.hyperband_advisor.hyperband_advisor.Hyperband method)
(nni.msg_dispatcher_base.MsgDispatcherBase method)
handle_initialize() (nni.hyperband_advisor.hyperband_advisor.Hyperband method)
(nni.msg_dispatcher_base.MsgDispatcherBase method)
handle_report_metric_data() (nni.hyperband_advisor.hyperband_advisor.Hyperband method)
(nni.msg_dispatcher_base.MsgDispatcherBase method)
handle_request_trial_jobs() (nni.hyperband_advisor.hyperband_advisor.Hyperband method)
(nni.msg_dispatcher_base.MsgDispatcherBase method)
handle_trial_end() (nni.hyperband_advisor.hyperband_advisor.Hyperband method)
(nni.msg_dispatcher_base.MsgDispatcherBase method)
handle_update_search_space() (nni.hyperband_advisor.hyperband_advisor.Hyperband method)
(nni.msg_dispatcher_base.MsgDispatcherBase method)
Hyperband (class in nni.hyperband_advisor.hyperband_advisor)
HyperoptTuner (class in nni.hyperopt_tuner.hyperopt_tuner)
I
import_data() (nni.batch_tuner.batch_tuner.BatchTuner method)
(nni.evolution_tuner.evolution_tuner.EvolutionTuner method)
(nni.gp_tuner.gp_tuner.GPTuner method)
(nni.gridsearch_tuner.GridSearchTuner method)
(nni.hyperopt_tuner.hyperopt_tuner.HyperoptTuner method)
(nni.metis_tuner.metis_tuner.MetisTuner method)
(nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner method)
(nni.tuner.Tuner method)
init_search() (nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner method)
input_shape (nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner attribute)
InputChoice (class in nni.nas.pytorch.mutables)
is_valid() (nni.batch_tuner.batch_tuner.BatchTuner method)
K
key (nni.nas.pytorch.mutables.Mutable attribute)
L
LayerChoice (class in nni.nas.pytorch.mutables)
length (nni.nas.pytorch.mutables.LayerChoice attribute)
load_best_model() (nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner method)
load_checkpoint() (nni.assessor.Assessor method)
(nni.tuner.Tuner method)
load_model_by_id() (nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner method)
LRSchedulerCallback (class in nni.nas.pytorch.callbacks)
M
max_model_size (nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner attribute)
MedianstopAssessor (class in nni.medianstop_assessor)
MetisTuner (class in nni.metis_tuner.metis_tuner)
miscs_update_idxs_vals() (nni.hyperopt_tuner.hyperopt_tuner.HyperoptTuner method)
ModelCheckpoint (class in nni.nas.pytorch.callbacks)
MsgDispatcherBase (class in nni.msg_dispatcher_base)
Mutable (class in nni.nas.pytorch.mutables)
mutables (nni.nas.pytorch.base_mutator.BaseMutator attribute)
MutableScope (class in nni.nas.pytorch.mutables)
Mutator (class in nni.nas.pytorch.mutator)
N
n_classes (nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner attribute)
name (nni.nas.pytorch.mutables.Mutable attribute)
names (nni.nas.pytorch.mutables.LayerChoice attribute)
NetworkMorphismTuner (class in nni.networkmorphism_tuner.networkmorphism_tuner)
no_candidates (nni.metis_tuner.metis_tuner.MetisTuner attribute)
no_resampling (nni.metis_tuner.metis_tuner.MetisTuner attribute)
O
on_epoch_begin() (nni.nas.pytorch.callbacks.Callback method)
on_epoch_end() (nni.nas.pytorch.callbacks.ArchitectureCheckpoint method)
(nni.nas.pytorch.callbacks.Callback method)
(nni.nas.pytorch.callbacks.LRSchedulerCallback method)
(nni.nas.pytorch.callbacks.ModelCheckpoint method)
on_forward_input_choice() (nni.nas.pytorch.base_mutator.BaseMutator method)
(nni.nas.pytorch.mutator.Mutator method)
on_forward_layer_choice() (nni.nas.pytorch.base_mutator.BaseMutator method)
(nni.nas.pytorch.mutator.Mutator method)
optimize_mode (nni.metis_tuner.metis_tuner.MetisTuner attribute)
(nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner attribute)
P
process_command_thread() (nni.msg_dispatcher_base.MsgDispatcherBase method)
R
RandomMutator (class in nni.nas.pytorch.random)
receive_trial_result() (nni.batch_tuner.batch_tuner.BatchTuner method)
(nni.evolution_tuner.evolution_tuner.EvolutionTuner method)
(nni.gp_tuner.gp_tuner.GPTuner method)
(nni.gridsearch_tuner.GridSearchTuner method)
(nni.hyperopt_tuner.hyperopt_tuner.HyperoptTuner method)
(nni.metis_tuner.metis_tuner.MetisTuner method)
(nni.nas.pytorch.spos.SPOSEvolution method)
(nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner method)
(nni.tuner.Tuner method)
RegularizedDartsMutator (class in nni.nas.pytorch.cdarts)
RegularizedMutatorParallel (class in nni.nas.pytorch.cdarts)
replace_layer_choice() (nni.nas.pytorch.fixed.FixedArchitecture method)
report_final_result() (in module nni)
report_intermediate_result() (in module nni)
reset() (nni.nas.pytorch.cdarts.RegularizedDartsMutator method)
(nni.nas.pytorch.mutator.Mutator method)
(nni.nas.pytorch.utils.AverageMeter method)
reset_with_loss() (nni.nas.pytorch.cdarts.RegularizedDartsMutator method)
(nni.nas.pytorch.cdarts.RegularizedMutatorParallel method)
run() (nni.msg_dispatcher_base.MsgDispatcherBase method)
S
sample_final() (nni.nas.pytorch.classic_nas.mutator.ClassicMutator method)
(nni.nas.pytorch.darts.DartsMutator method)
(nni.nas.pytorch.enas.EnasMutator method)
(nni.nas.pytorch.fixed.FixedArchitecture method)
(nni.nas.pytorch.mutator.Mutator method)
(nni.nas.pytorch.random.RandomMutator method)
(nni.nas.pytorch.spos.SPOSSupernetTrainingMutator method)
sample_search() (nni.nas.pytorch.cdarts.DartsDiscreteMutator method)
(nni.nas.pytorch.cdarts.RegularizedDartsMutator method)
(nni.nas.pytorch.classic_nas.mutator.ClassicMutator method)
(nni.nas.pytorch.darts.DartsMutator method)
(nni.nas.pytorch.enas.EnasMutator method)
(nni.nas.pytorch.fixed.FixedArchitecture method)
(nni.nas.pytorch.mutator.Mutator method)
(nni.nas.pytorch.random.RandomMutator method)
(nni.nas.pytorch.spos.SPOSSupernetTrainingMutator method)
save_checkpoint() (nni.assessor.Assessor method)
(nni.tuner.Tuner method)
search_space (nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner attribute)
selection_num_starting_points (nni.metis_tuner.metis_tuner.MetisTuner attribute)
SPOSEvolution (class in nni.nas.pytorch.spos)
SPOSSupernetTrainer (class in nni.nas.pytorch.spos)
SPOSSupernetTrainingMutator (class in nni.nas.pytorch.spos)
status() (nni.nas.pytorch.mutator.Mutator method)
StructuredMutableTreeNode (class in nni.nas.pytorch.utils)
summary() (nni.nas.pytorch.utils.AverageMeterGroup method)
T
t_min (nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner attribute)
to_device() (in module nni.nas.pytorch.utils)
train() (nni.nas.pytorch.base_trainer.BaseTrainer method)
(nni.nas.pytorch.trainer.Trainer method)
train_one_epoch() (nni.nas.pytorch.darts.DartsTrainer method)
(nni.nas.pytorch.enas.EnasTrainer method)
(nni.nas.pytorch.spos.SPOSSupernetTrainer method)
(nni.nas.pytorch.trainer.Trainer method)
Trainer (class in nni.nas.pytorch.trainer)
traverse() (nni.nas.pytorch.utils.StructuredMutableTreeNode method)
trial_end() (nni.assessor.Assessor method)
(nni.curvefitting_assessor.CurvefittingAssessor method)
(nni.medianstop_assessor.MedianstopAssessor method)
(nni.nas.pytorch.spos.SPOSEvolution method)
(nni.tuner.Tuner method)
Tuner (class in nni.tuner)
type() (nni.nas.pytorch.utils.StructuredMutableTreeNode method)
U
update() (nni.nas.pytorch.utils.AverageMeter method)
(nni.nas.pytorch.utils.AverageMeterGroup method)
(nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner method)
update_search_space() (nni.batch_tuner.batch_tuner.BatchTuner method)
(nni.evolution_tuner.evolution_tuner.EvolutionTuner method)
(nni.gp_tuner.gp_tuner.GPTuner method)
(nni.gridsearch_tuner.GridSearchTuner method)
(nni.hyperopt_tuner.hyperopt_tuner.HyperoptTuner method)
(nni.metis_tuner.metis_tuner.MetisTuner method)
(nni.nas.pytorch.spos.SPOSEvolution method)
(nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner method)
(nni.tuner.Tuner method)
V
validate() (nni.nas.pytorch.base_trainer.BaseTrainer method)
(nni.nas.pytorch.trainer.Trainer method)
validate_one_epoch() (nni.nas.pytorch.darts.DartsTrainer method)
(nni.nas.pytorch.enas.EnasTrainer method)
(nni.nas.pytorch.spos.SPOSSupernetTrainer method)
(nni.nas.pytorch.trainer.Trainer method)
verbose (nni.networkmorphism_tuner.networkmorphism_tuner.NetworkMorphismTuner attribute)
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