Index

_

__init__() (aiaccel.config.PackageGitStatus method) (aiaccel.hpo.algorithms.NelderMeadAlgorism method) (aiaccel.hpo.optuna.samplers.NelderMeadSampler method) (aiaccel.hpo.optuna.suggest_wrapper.Const method) (aiaccel.hpo.optuna.suggest_wrapper.Suggest method) (aiaccel.hpo.optuna.suggest_wrapper.SuggestCategorical method) (aiaccel.hpo.optuna.suggest_wrapper.SuggestDiscreteUniform method) (aiaccel.hpo.optuna.suggest_wrapper.SuggestFloat method) (aiaccel.hpo.optuna.suggest_wrapper.SuggestInt method) (aiaccel.hpo.optuna.suggest_wrapper.SuggestLogUniform method) (aiaccel.hpo.optuna.suggest_wrapper.SuggestUniform method) (aiaccel.torch.datasets.CachedDataset method) (aiaccel.torch.datasets.FileCachedDataset method) (aiaccel.torch.datasets.HDF5Dataset method) (aiaccel.torch.datasets.RawHDF5Dataset method) (aiaccel.torch.h5py.HDF5Writer method) (aiaccel.torch.lightning.ABCIEnvironment method) (aiaccel.torch.lightning.datamodules.SingleDataModule method) (aiaccel.torch.lightning.OptimizerConfig method) (aiaccel.torch.lightning.OptimizerLightningModule method)

__len__() (aiaccel.torch.datasets.file_cached_dataset.FileCachedDataset method) (aiaccel.torch.datasets.FileCachedDataset method), [1]

A

ABCIEnvironment (class in aiaccel.torch.lightning), [1] (class in aiaccel.torch.lightning.abci_environment) after_trial() (aiaccel.hpo.optuna.samplers.nelder_mead_sampler.NelderMeadSampler method) (aiaccel.hpo.optuna.samplers.NelderMeadSampler method) aiaccel module aiaccel.config module aiaccel.config.config module aiaccel.config.git module aiaccel.hpo module aiaccel.hpo.algorithms module aiaccel.hpo.algorithms.nelder_mead_algorithm module aiaccel.hpo.apps module aiaccel.hpo.apps.config module aiaccel.hpo.apps.optimize module aiaccel.hpo.optuna module aiaccel.hpo.optuna.samplers module aiaccel.hpo.optuna.samplers.nelder_mead_sampler module aiaccel.hpo.optuna.suggest_wrapper module

aiaccel.torch module aiaccel.torch.apps module aiaccel.torch.apps.train module aiaccel.torch.datasets module aiaccel.torch.datasets.cached_dataset module aiaccel.torch.datasets.file_cached_dataset module aiaccel.torch.datasets.hdf5_dataset module aiaccel.torch.datasets.scatter_dataset module aiaccel.torch.h5py module aiaccel.torch.h5py.hdf5_writer module aiaccel.torch.lightning module aiaccel.torch.lightning.abci_environment module aiaccel.torch.lightning.datamodules module aiaccel.torch.lightning.datamodules.single_datamodule module aiaccel.torch.lightning.opt_lightning_module module allow_zero_length_dataloader_with_multiple_devices (aiaccel.torch.lightning.datamodules.SingleDataModule attribute)

B

batch_size (aiaccel.torch.lightning.datamodules.single_datamodule.SingleDataModule attribute) (aiaccel.torch.lightning.datamodules.SingleDataModule attribute), [1]

before_trial() (aiaccel.hpo.optuna.samplers.nelder_mead_sampler.NelderMeadSampler method) (aiaccel.hpo.optuna.samplers.NelderMeadSampler method)

C

cache (aiaccel.torch.datasets.cached_dataset.CachedDataset attribute) (aiaccel.torch.datasets.CachedDataset attribute), [1] CachedDataset (class in aiaccel.torch.datasets), [1] (class in aiaccel.torch.datasets.cached_dataset) choices (aiaccel.hpo.optuna.suggest_wrapper.SuggestCategorical attribute) collect_git_status_from_config() (in module aiaccel.config), [1] (in module aiaccel.config.git) commit_id (aiaccel.config.git.PackageGitStatus attribute), [1] (aiaccel.config.PackageGitStatus attribute), [1], [2]

common_args (aiaccel.torch.lightning.datamodules.single_datamodule.SingleDataModule attribute) (aiaccel.torch.lightning.datamodules.SingleDataModule attribute), [1] configure_optimizers() (aiaccel.torch.lightning.opt_lightning_module.OptimizerLightningModule method), [1] (aiaccel.torch.lightning.OptimizerLightningModule method), [1], [2] Const (class in aiaccel.hpo.optuna.suggest_wrapper), [1] creates_processes_externally (aiaccel.torch.lightning.abci_environment.ABCIEnvironment property) (aiaccel.torch.lightning.ABCIEnvironment property)

D

dataset (aiaccel.torch.datasets.cached_dataset.CachedDataset attribute) (aiaccel.torch.datasets.CachedDataset attribute), [1] dataset_path (aiaccel.torch.datasets.hdf5_dataset.RawHDF5Dataset attribute) (aiaccel.torch.datasets.RawHDF5Dataset attribute), [1]

detect() (aiaccel.torch.lightning.abci_environment.ABCIEnvironment static method) (aiaccel.torch.lightning.ABCIEnvironment static method)

E

e (aiaccel.hpo.algorithms.nelder_mead_algorithm.NelderMeadCoefficient attribute) (aiaccel.hpo.algorithms.NelderMeadCoefficient attribute)

F

f (aiaccel.torch.datasets.hdf5_dataset.RawHDF5Dataset attribute) (aiaccel.torch.datasets.RawHDF5Dataset attribute), [1]

FileCachedDataset (class in aiaccel.torch.datasets), [1] (class in aiaccel.torch.datasets.file_cached_dataset)

G

generator (aiaccel.hpo.algorithms.nelder_mead_algorithm.NelderMeadAlgorism attribute) (aiaccel.hpo.algorithms.NelderMeadAlgorism attribute), [1] get_vertex() (aiaccel.hpo.algorithms.nelder_mead_algorithm.NelderMeadAlgorism method) (aiaccel.hpo.algorithms.NelderMeadAlgorism method)

global_rank() (aiaccel.torch.lightning.abci_environment.ABCIEnvironment method) (aiaccel.torch.lightning.ABCIEnvironment method) grp_list (aiaccel.torch.datasets.hdf5_dataset.RawHDF5Dataset attribute) (aiaccel.torch.datasets.RawHDF5Dataset attribute), [1]

H

h5 (aiaccel.torch.h5py.hdf5_writer.HDF5Writer attribute) (aiaccel.torch.h5py.HDF5Writer attribute) HDF5Dataset (class in aiaccel.torch.datasets), [1] (class in aiaccel.torch.datasets.hdf5_dataset) HDF5Writer (class in aiaccel.torch.h5py), [1] (class in aiaccel.torch.h5py.hdf5_writer)

high (aiaccel.hpo.optuna.suggest_wrapper.SuggestDiscreteUniform attribute) (aiaccel.hpo.optuna.suggest_wrapper.SuggestFloat attribute) (aiaccel.hpo.optuna.suggest_wrapper.SuggestInt attribute) (aiaccel.hpo.optuna.suggest_wrapper.SuggestLogUniform attribute) (aiaccel.hpo.optuna.suggest_wrapper.SuggestUniform attribute) HparamsManager (class in aiaccel.hpo.apps.optimize)

I

ic (aiaccel.hpo.algorithms.nelder_mead_algorithm.NelderMeadCoefficient attribute) (aiaccel.hpo.algorithms.NelderMeadCoefficient attribute)

infer_relative_search_space() (aiaccel.hpo.optuna.samplers.nelder_mead_sampler.NelderMeadSampler method) (aiaccel.hpo.optuna.samplers.NelderMeadSampler method)

L

load_config() (in module aiaccel.config), [1] (in module aiaccel.config.config) local_rank() (aiaccel.torch.lightning.abci_environment.ABCIEnvironment method) (aiaccel.torch.lightning.ABCIEnvironment method) lock (aiaccel.hpo.algorithms.nelder_mead_algorithm.NelderMeadAlgorism attribute) (aiaccel.hpo.algorithms.NelderMeadAlgorism attribute), [1]

log (aiaccel.hpo.optuna.suggest_wrapper.SuggestFloat attribute) (aiaccel.hpo.optuna.suggest_wrapper.SuggestInt attribute) low (aiaccel.hpo.optuna.suggest_wrapper.SuggestDiscreteUniform attribute) (aiaccel.hpo.optuna.suggest_wrapper.SuggestFloat attribute) (aiaccel.hpo.optuna.suggest_wrapper.SuggestInt attribute) (aiaccel.hpo.optuna.suggest_wrapper.SuggestLogUniform attribute) (aiaccel.hpo.optuna.suggest_wrapper.SuggestUniform attribute)

M

main() (in module aiaccel.hpo.apps.optimize) (in module aiaccel.torch.apps.train) main_address (aiaccel.torch.lightning.abci_environment.ABCIEnvironment property) (aiaccel.torch.lightning.ABCIEnvironment property) main_port (aiaccel.torch.lightning.abci_environment.ABCIEnvironment property) (aiaccel.torch.lightning.ABCIEnvironment property) manager (aiaccel.torch.datasets.cached_dataset.CachedDataset attribute) (aiaccel.torch.datasets.CachedDataset attribute), [1] module aiaccel aiaccel.config aiaccel.config.config aiaccel.config.git aiaccel.hpo aiaccel.hpo.algorithms aiaccel.hpo.algorithms.nelder_mead_algorithm aiaccel.hpo.apps aiaccel.hpo.apps.config aiaccel.hpo.apps.optimize aiaccel.hpo.optuna aiaccel.hpo.optuna.samplers aiaccel.hpo.optuna.samplers.nelder_mead_sampler aiaccel.hpo.optuna.suggest_wrapper aiaccel.torch aiaccel.torch.apps aiaccel.torch.apps.train aiaccel.torch.datasets aiaccel.torch.datasets.cached_dataset aiaccel.torch.datasets.file_cached_dataset aiaccel.torch.datasets.hdf5_dataset aiaccel.torch.datasets.scatter_dataset aiaccel.torch.h5py aiaccel.torch.h5py.hdf5_writer aiaccel.torch.lightning aiaccel.torch.lightning.abci_environment aiaccel.torch.lightning.datamodules aiaccel.torch.lightning.datamodules.single_datamodule aiaccel.torch.lightning.opt_lightning_module

N

name (aiaccel.hpo.optuna.suggest_wrapper.Suggest attribute) (aiaccel.hpo.optuna.suggest_wrapper.SuggestCategorical attribute) (aiaccel.hpo.optuna.suggest_wrapper.SuggestDiscreteUniform attribute) (aiaccel.hpo.optuna.suggest_wrapper.SuggestFloat attribute) (aiaccel.hpo.optuna.suggest_wrapper.SuggestInt attribute) (aiaccel.hpo.optuna.suggest_wrapper.SuggestLogUniform attribute) (aiaccel.hpo.optuna.suggest_wrapper.SuggestUniform attribute) NelderMeadAlgorism (class in aiaccel.hpo.algorithms), [1] (class in aiaccel.hpo.algorithms.nelder_mead_algorithm) NelderMeadCoefficient (class in aiaccel.hpo.algorithms) (class in aiaccel.hpo.algorithms.nelder_mead_algorithm)

NelderMeadEmptyError, [1], [2] NelderMeadSampler (class in aiaccel.hpo.optuna.samplers), [1] (class in aiaccel.hpo.optuna.samplers.nelder_mead_sampler) nm (aiaccel.hpo.optuna.samplers.nelder_mead_sampler.NelderMeadSampler attribute) (aiaccel.hpo.optuna.samplers.NelderMeadSampler attribute), [1] node_rank() (aiaccel.torch.lightning.abci_environment.ABCIEnvironment method) (aiaccel.torch.lightning.ABCIEnvironment method) num_workers (aiaccel.torch.lightning.datamodules.single_datamodule.SingleDataModule attribute) (aiaccel.torch.lightning.datamodules.SingleDataModule attribute), [1]

O

oc (aiaccel.hpo.algorithms.nelder_mead_algorithm.NelderMeadCoefficient attribute) (aiaccel.hpo.algorithms.NelderMeadCoefficient attribute) optcfg (aiaccel.torch.lightning.opt_lightning_module.OptimizerLightningModule attribute) (aiaccel.torch.lightning.OptimizerLightningModule attribute), [1] optimizer_generator (aiaccel.torch.lightning.opt_lightning_module.OptimizerConfig attribute) (aiaccel.torch.lightning.OptimizerConfig attribute)

OptimizerConfig (class in aiaccel.torch.lightning), [1] (class in aiaccel.torch.lightning.opt_lightning_module) OptimizerLightningModule (class in aiaccel.torch.lightning), [1] (class in aiaccel.torch.lightning.opt_lightning_module) overwrite_omegaconf_dumper() (in module aiaccel.config), [1] (in module aiaccel.config.config)

P

package_name (aiaccel.config.git.PackageGitStatus attribute), [1] (aiaccel.config.PackageGitStatus attribute), [1], [2] PackageGitStatus (class in aiaccel.config), [1] (class in aiaccel.config.git) pathlib2str_config() (in module aiaccel.config), [1] (in module aiaccel.config.config) prepare_data_per_node (aiaccel.torch.lightning.datamodules.SingleDataModule attribute) prepare_globals() (aiaccel.torch.h5py.hdf5_writer.HDF5Writer method) (aiaccel.torch.h5py.HDF5Writer method)

prepare_group() (aiaccel.torch.h5py.hdf5_writer.HDF5Writer method) (aiaccel.torch.h5py.HDF5Writer method) print_config() (in module aiaccel.config), [1] (in module aiaccel.config.config) print_git_status() (in module aiaccel.config), [1] (in module aiaccel.config.git) put_value() (aiaccel.hpo.algorithms.nelder_mead_algorithm.NelderMeadAlgorism method) (aiaccel.hpo.algorithms.NelderMeadAlgorism method)

Q

q (aiaccel.hpo.optuna.suggest_wrapper.SuggestDiscreteUniform attribute)

R

r (aiaccel.hpo.algorithms.nelder_mead_algorithm.NelderMeadCoefficient attribute) (aiaccel.hpo.algorithms.NelderMeadCoefficient attribute) RawHDF5Dataset (class in aiaccel.torch.datasets), [1] (class in aiaccel.torch.datasets.hdf5_dataset) ready() (aiaccel.config.git.PackageGitStatus method) (aiaccel.config.PackageGitStatus method)

resolve_inherit() (in module aiaccel.config), [1] (in module aiaccel.config.config) results (aiaccel.hpo.algorithms.nelder_mead_algorithm.NelderMeadAlgorism attribute) (aiaccel.hpo.algorithms.NelderMeadAlgorism attribute), [1], [2]

S

s (aiaccel.hpo.algorithms.nelder_mead_algorithm.NelderMeadCoefficient attribute) (aiaccel.hpo.algorithms.NelderMeadCoefficient attribute) sample_independent() (aiaccel.hpo.optuna.samplers.nelder_mead_sampler.NelderMeadSampler method) (aiaccel.hpo.optuna.samplers.NelderMeadSampler method) sample_relative() (aiaccel.hpo.optuna.samplers.nelder_mead_sampler.NelderMeadSampler method) (aiaccel.hpo.optuna.samplers.NelderMeadSampler method) scatter_dataset() (in module aiaccel.torch.datasets), [1] (in module aiaccel.torch.datasets.scatter_dataset) scheduler_generator (aiaccel.torch.lightning.opt_lightning_module.OptimizerConfig attribute) (aiaccel.torch.lightning.OptimizerConfig attribute) scheduler_interval (aiaccel.torch.lightning.opt_lightning_module.OptimizerConfig attribute) (aiaccel.torch.lightning.OptimizerConfig attribute) scheduler_monitor (aiaccel.torch.lightning.opt_lightning_module.OptimizerConfig attribute) (aiaccel.torch.lightning.OptimizerConfig attribute) set_global_rank() (aiaccel.torch.lightning.abci_environment.ABCIEnvironment method) (aiaccel.torch.lightning.ABCIEnvironment method) set_world_size() (aiaccel.torch.lightning.abci_environment.ABCIEnvironment method) (aiaccel.torch.lightning.ABCIEnvironment method)

setup() (aiaccel.torch.lightning.datamodules.single_datamodule.SingleDataModule method) (aiaccel.torch.lightning.datamodules.SingleDataModule method) simplex_size (aiaccel.hpo.algorithms.nelder_mead_algorithm.NelderMeadAlgorism attribute) (aiaccel.hpo.algorithms.NelderMeadAlgorism attribute), [1] SingleDataModule (class in aiaccel.torch.lightning.datamodules), [1] (class in aiaccel.torch.lightning.datamodules.single_datamodule) status (aiaccel.config.git.PackageGitStatus attribute), [1] (aiaccel.config.PackageGitStatus attribute), [1], [2] step (aiaccel.hpo.optuna.suggest_wrapper.SuggestFloat attribute) (aiaccel.hpo.optuna.suggest_wrapper.SuggestInt attribute) Suggest (class in aiaccel.hpo.optuna.suggest_wrapper), [1] suggest_hparams() (aiaccel.hpo.apps.optimize.HparamsManager method) SuggestCategorical (class in aiaccel.hpo.optuna.suggest_wrapper), [1] SuggestDiscreteUniform (class in aiaccel.hpo.optuna.suggest_wrapper), [1] SuggestFloat (class in aiaccel.hpo.optuna.suggest_wrapper), [1] SuggestInt (class in aiaccel.hpo.optuna.suggest_wrapper), [1] SuggestLogUniform (class in aiaccel.hpo.optuna.suggest_wrapper), [1] SuggestUniform (class in aiaccel.hpo.optuna.suggest_wrapper), [1]

T

train_dataloader() (aiaccel.torch.lightning.datamodules.single_datamodule.SingleDataModule method), [1] (aiaccel.torch.lightning.datamodules.SingleDataModule method), [1], [2]

U

UnexpectedVerticesUpdateError updated_values (aiaccel.hpo.algorithms.nelder_mead_algorithm.UnexpectedVerticesUpdateError attribute) updated_vertices (aiaccel.hpo.algorithms.nelder_mead_algorithm.UnexpectedVerticesUpdateError attribute)

use_cache (aiaccel.torch.lightning.datamodules.single_datamodule.SingleDataModule attribute) (aiaccel.torch.lightning.datamodules.SingleDataModule attribute), [1] use_scatter (aiaccel.torch.lightning.datamodules.single_datamodule.SingleDataModule attribute) (aiaccel.torch.lightning.datamodules.SingleDataModule attribute), [1]

V

val_dataloader() (aiaccel.torch.lightning.datamodules.single_datamodule.SingleDataModule method), [1] (aiaccel.torch.lightning.datamodules.SingleDataModule method), [1], [2] val_dataset_fn (aiaccel.torch.lightning.datamodules.single_datamodule.SingleDataModule attribute) (aiaccel.torch.lightning.datamodules.SingleDataModule attribute), [1] validate_settings() (aiaccel.torch.lightning.abci_environment.ABCIEnvironment method) (aiaccel.torch.lightning.ABCIEnvironment method)

value (aiaccel.hpo.optuna.suggest_wrapper.Const attribute) values (aiaccel.hpo.algorithms.nelder_mead_algorithm.NelderMeadAlgorism attribute), [1] (aiaccel.hpo.algorithms.NelderMeadAlgorism attribute), [1], [2] vertices (aiaccel.hpo.algorithms.nelder_mead_algorithm.NelderMeadAlgorism attribute), [1] (aiaccel.hpo.algorithms.NelderMeadAlgorism attribute), [1], [2]

W

world_size() (aiaccel.torch.lightning.abci_environment.ABCIEnvironment method) (aiaccel.torch.lightning.ABCIEnvironment method)

write() (aiaccel.torch.h5py.hdf5_writer.HDF5Writer method) (aiaccel.torch.h5py.HDF5Writer method)