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Index

_

_check_params_run_model (C++ function) _check_params_run_script (C++ function)

_check_params_set_model (C++ function) _get_dataset_list_range_allocated (C++ function) _isTensorFlow (C++ function)

A

add_exe_args() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method) add_function() (Ensemble method) (Model method) add_meta_scalar (C++ function) add_meta_scalar() (Dataset method) add_meta_scalar_double() (fortran function) add_meta_scalar_float() (fortran function) add_meta_scalar_i32() (fortran function) add_meta_scalar_i64() (fortran function) add_meta_string (C++ function) add_meta_string() (Dataset method) (fortran function) add_ml_model() (Ensemble method) (Model method)

add_model() (Ensemble method) add_preamble() (BsubBatchSettings method) (CobaltBatchSettings method) (QsubBatchSettings method) (SbatchSettings method) add_script() (Ensemble method) (Model method) add_tensor (C++ function) add_tensor() (Dataset method) add_tensor_double() (fortran function) add_tensor_float() (fortran function) add_tensor_i16() (fortran function) add_tensor_i32() (fortran function) add_tensor_i64() (fortran function) add_tensor_i8() (fortran function) append_to_list (C++ function) append_to_list() (Client method) (fortran function) AprunSettings (class in smartsim.settings) attach_generator_files() (Ensemble method) (Model method)

B

batch (Orchestrator property) (RayCluster property) batch_cmd (BsubBatchSettings property) (CobaltBatchSettings property) (QsubBatchSettings property) (SbatchSettings property)

BsubBatchSettings (class in smartsim.settings)

C

CDataSet (C++ function) Client (class in smartredis) client_type (fortran type) (fortran variable) CobaltBatchSettings (class in smartsim.settings) colocate_db() (Model method) colocated (Model property) config_get() (Client method) config_set() (Client method) copy_dataset (C++ function) copy_dataset() (Client method) (fortran function)

copy_list (C++ function) copy_list() (Client method) (fortran function) copy_tensor (C++ function) copy_tensor() (Client method) (fortran function) create_batch_settings() (Experiment method) create_database() (Experiment method) create_ensemble() (Experiment method) create_model() (Experiment method) create_run_settings() (Experiment method)

D

DataLoader (class in smartsim.ml.torch) Dataset (class in smartredis) dataset_exists (C++ function) dataset_exists() (Client method) (fortran function) dataset_type (fortran type) (fortran variable) DeallocateeDataSet (C++ function) delete_dataset (C++ function) delete_dataset() (Client method) (fortran function) delete_list (C++ function) delete_list() (Client method) (fortran function) delete_model (C++ function) delete_model() (Client method) (fortran function)

delete_model_multigpu (C++ function) delete_model_multigpu() (Client method) (fortran function) delete_script (C++ function) delete_script() (Client method) (fortran function) delete_script_multigpu (C++ function) delete_script_multigpu() (Client method) (fortran function) delete_tensor (C++ function) delete_tensor() (Client method) (fortran function) DeleteCClient (C++ function) destructor() (fortran function) disable_key_prefixing() (Model method) DynamicDataGenerator (class in smartsim.ml.tf) (class in smartsim.ml.torch)

E

enable_checkpoints() (Orchestrator method) enable_key_prefixing() (Ensemble method) (Model method)

Ensemble (class in smartsim.entity.ensemble) enum_kind (fortran variable), [1] Experiment (class in smartsim.experiment)

F

finished() (Experiment method) flush_db() (Client method) format_batch_args() (BsubBatchSettings method) (CobaltBatchSettings method) (QsubBatchSettings method) (SbatchSettings method) format_comma_sep_env_vars() (SrunSettings method) format_env_vars() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method)

format_run_args() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method) freeze_model() (in module smartsim.ml.tf.utils) from_pybind() (Dataset static method)

G

generate() (Experiment method) get_address() (Orchestrator method) get_ai_info() (Client method) get_dashboard_address() (RayCluster method) get_data() (Dataset method) get_dataset (C++ function) get_dataset() (Client method) (fortran function) get_dataset_list_range (C++ function) get_dataset_list_range() (Client method) get_dataset_tensor (C++ function) get_datasets_from_list (C++ function) get_datasets_from_list() (Client method) (fortran function) get_datasets_from_list_range() (fortran function) get_db_cluster_info() (Client method) get_db_node_info() (Client method) get_head_address() (RayCluster method) get_list_length (C++ function)

get_list_length() (Client method) (fortran function) get_meta_scalars (C++ function) get_meta_scalars() (Dataset method) get_meta_scalars_double() (fortran function) get_meta_scalars_float() (fortran function) get_meta_scalars_i32() (fortran function) get_meta_scalars_i64() (fortran function) get_meta_strings (C++ function) get_meta_strings() (Dataset method) get_model (C++ function) get_model() (Client method) (fortran function) get_script (C++ function) get_script() (Client method) (fortran function) get_status() (Experiment method) get_tensor (C++ function) get_tensor() (Client method) (Dataset method)

H

hosts (Orchestrator property)

I

init_samples() (DynamicDataGenerator method), [1] (StaticDataGenerator method), [1] init_sources() (DynamicDataGenerator method), [1] (StaticDataGenerator method), [1]

initialize_client() (fortran function) initialize_dataset() (fortran function) is_active() (Orchestrator method) isinitialized() (fortran function)

J

JsrunSettings (class in smartsim.settings)

K

key_exists (C++ function)

key_exists() (Client method) (fortran function)

M

make_mpmd() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method) Model (class in smartsim.entity.model)

model_exists (C++ function) model_exists() (Client method) (fortran function) module smartsim.ml.tf.utils smartsim.slurm MpiexecSettings (class in smartsim.settings) MpirunSettings (class in smartsim.settings)

N

need_targets (DynamicDataGenerator property), [1] (StaticDataGenerator property), [1]

num_shards (Orchestrator property)

O

on_epoch_end() (DynamicDataGenerator method) (StaticDataGenerator method)

Orchestrator (class in smartsim.database) OrterunSettings (class in smartsim.settings)

P

params_to_args() (Model method) poll() (Experiment method) poll_dataset (C++ function) poll_dataset() (Client method) (fortran function) poll_key (C++ function) poll_key() (Client method) (fortran function) poll_list_length (C++ function) poll_list_length() (Client method) (fortran function) poll_list_length_gte (C++ function) poll_list_length_gte() (Client method) (fortran function) poll_list_length_lte (C++ function) poll_list_length_lte() (Client method) (fortran function)

poll_model (C++ function) poll_model() (Client method) (fortran function) poll_tensor (C++ function) poll_tensor() (Client method) (fortran function) put_dataset (C++ function) put_dataset() (Client method) (fortran function) put_tensor (C++ function) put_tensor() (Client method) put_tensor_double() (fortran function) put_tensor_float() (fortran function) put_tensor_i16() (fortran function) put_tensor_i32() (fortran function) put_tensor_i64() (fortran function) put_tensor_i8() (fortran function)

Q

QsubBatchSettings (class in smartsim.settings)

query_key_prefixing() (Ensemble method) (Model method)

R

RayCluster (class in smartsim.exp.ray) reconnect_orchestrator() (Experiment method) register_incoming_entity() (Ensemble method) (Model method) remove_stale_files() (Orchestrator method) rename_dataset (C++ function) rename_dataset() (Client method) (fortran function) rename_list (C++ function) rename_list() (Client method) (fortran function) rename_tensor (C++ function) rename_tensor() (Client method) (fortran function) reserved_run_args (AprunSettings attribute) (JsrunSettings attribute) (MpiexecSettings attribute) (MpirunSettings attribute) (OrterunSettings attribute) (RunSettings attribute) (SrunSettings attribute)

run_command (AprunSettings property) (JsrunSettings property) (MpiexecSettings property) (MpirunSettings property) (OrterunSettings property) (RunSettings property) (SrunSettings property) run_model (C++ function) run_model() (Client method) (fortran function) run_model_multigpu (C++ function) run_model_multigpu() (Client method) (fortran function) run_script (C++ function) run_script() (Client method) (fortran function) run_script_multigpu (C++ function) run_script_multigpu() (Client method) (fortran function) RunSettings (class in smartsim.settings)

S

save() (Client method) SbatchSettings (class in smartsim.settings) serialize_model() (in module smartsim.ml.tf.utils) set() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method) set_account() (BsubBatchSettings method) (CobaltBatchSettings method) (QsubBatchSettings method) (SbatchSettings method) set_batch_arg() (Orchestrator method) set_batch_command() (BsubBatchSettings method) (CobaltBatchSettings method) (QsubBatchSettings method) (SbatchSettings method) set_binding() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method) set_broadcast() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method) set_cpu_bindings() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method) set_cpus() (Orchestrator method) set_cpus_per_rs() (JsrunSettings method) set_cpus_per_task() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SbatchSettings method) (SrunSettings method) set_data() (Dataset method) set_data_source (C++ function) set_data_source() (Client method) (fortran function) set_db_conf() (Orchestrator method) set_erf_sets() (JsrunSettings method) set_eviction_strategy() (Orchestrator method) set_excluded_hosts() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method) set_expert_mode_req() (BsubBatchSettings method) set_function() (Client method) set_function_multigpu() (Client method) set_gpus_per_rs() (JsrunSettings method) set_hostlist() (AprunSettings method) (BsubBatchSettings method) (CobaltBatchSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (QsubBatchSettings method) (RunSettings method) (SbatchSettings method) (SrunSettings method) set_hostlist_from_file() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method) set_hosts() (Orchestrator method) (RayCluster method) set_individual_output() (JsrunSettings method) set_max_clients() (Orchestrator method) set_max_memory() (Orchestrator method) set_max_message_size() (Orchestrator method) set_memory_per_node() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method) set_memory_per_rs() (JsrunSettings method) set_model (C++ function) set_model() (Client method) (fortran function) set_model_from_file (C++ function) set_model_from_file() (Client method) (fortran function) set_model_from_file_multigpu (C++ function) set_model_from_file_multigpu() (Client method) (fortran function) set_model_multigpu (C++ function) set_model_multigpu() (Client method) (fortran function) set_mpmd_preamble() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method) set_ncpus() (QsubBatchSettings method) set_nodes() (AprunSettings method) (BsubBatchSettings method) (CobaltBatchSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (QsubBatchSettings method) (RunSettings method) (SbatchSettings method) (SrunSettings method) set_num_rs() (JsrunSettings method) set_partition() (SbatchSettings method) set_path() (Orchestrator method) (RayCluster method) set_project() (BsubBatchSettings method) set_queue() (BsubBatchSettings method) (CobaltBatchSettings method) (QsubBatchSettings method) (SbatchSettings method) set_quiet_launch() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method) set_resource() (QsubBatchSettings method) set_rs_per_host() (JsrunSettings method) set_run_arg() (Orchestrator method) set_script (C++ function) set_script() (Client method) (fortran function)

set_script_from_file (C++ function) set_script_from_file() (Client method) (fortran function) set_script_from_file_multigpu (C++ function) set_script_from_file_multigpu() (Client method) (fortran function) set_script_multigpu (C++ function) set_script_multigpu() (Client method) (fortran function) set_smts() (BsubBatchSettings method) set_task_map() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method) set_tasks() (AprunSettings method) (BsubBatchSettings method) (CobaltBatchSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method) set_tasks_per_node() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method) set_tasks_per_rs() (JsrunSettings method) set_time() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method) set_verbose_launch() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method) set_walltime() (AprunSettings method) (BsubBatchSettings method) (CobaltBatchSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (Orchestrator method) (OrterunSettings method) (QsubBatchSettings method) (RunSettings method) (SbatchSettings method) (SrunSettings method) Singularity (class in smartsim.settings) SmartRedis::Client (C++ class) SmartRedis::Client::append_to_list (C++ function) SmartRedis::Client::Client (C++ function), [1], [2] SmartRedis::Client::config_get (C++ function) SmartRedis::Client::config_set (C++ function) SmartRedis::Client::copy_dataset (C++ function) SmartRedis::Client::copy_list (C++ function) SmartRedis::Client::copy_tensor (C++ function) SmartRedis::Client::dataset_exists (C++ function) SmartRedis::Client::delete_dataset (C++ function) SmartRedis::Client::delete_list (C++ function) SmartRedis::Client::delete_model (C++ function) SmartRedis::Client::delete_model_multigpu (C++ function) SmartRedis::Client::delete_script (C++ function) SmartRedis::Client::delete_script_multigpu (C++ function) SmartRedis::Client::delete_tensor (C++ function) SmartRedis::Client::flush_db (C++ function) SmartRedis::Client::get_ai_info (C++ function) SmartRedis::Client::get_dataset (C++ function) SmartRedis::Client::get_dataset_list_range (C++ function) SmartRedis::Client::get_datasets_from_list (C++ function) SmartRedis::Client::get_db_cluster_info (C++ function) SmartRedis::Client::get_db_node_info (C++ function) SmartRedis::Client::get_list_length (C++ function) SmartRedis::Client::get_model (C++ function) SmartRedis::Client::get_script (C++ function) SmartRedis::Client::get_tensor (C++ function), [1] SmartRedis::Client::key_exists (C++ function) SmartRedis::Client::model_exists (C++ function) SmartRedis::Client::operator= (C++ function), [1] SmartRedis::Client::poll_dataset (C++ function) SmartRedis::Client::poll_key (C++ function) SmartRedis::Client::poll_list_length (C++ function) SmartRedis::Client::poll_list_length_gte (C++ function) SmartRedis::Client::poll_list_length_lte (C++ function) SmartRedis::Client::poll_model (C++ function) SmartRedis::Client::poll_tensor (C++ function) SmartRedis::Client::put_dataset (C++ function) SmartRedis::Client::put_tensor (C++ function) SmartRedis::Client::rename_dataset (C++ function) SmartRedis::Client::rename_list (C++ function) SmartRedis::Client::rename_tensor (C++ function) SmartRedis::Client::run_model (C++ function) SmartRedis::Client::run_model_multigpu (C++ function) SmartRedis::Client::run_script (C++ function) SmartRedis::Client::run_script_multigpu (C++ function) SmartRedis::Client::save (C++ function) SmartRedis::Client::set_data_source (C++ function) SmartRedis::Client::set_model (C++ function) SmartRedis::Client::set_model_from_file (C++ function) SmartRedis::Client::set_model_from_file_multigpu (C++ function) SmartRedis::Client::set_model_multigpu (C++ function) SmartRedis::Client::set_script (C++ function) SmartRedis::Client::set_script_from_file (C++ function) SmartRedis::Client::set_script_from_file_multigpu (C++ function) SmartRedis::Client::set_script_multigpu (C++ function) SmartRedis::Client::tensor_exists (C++ function) SmartRedis::Client::unpack_tensor (C++ function) SmartRedis::Client::use_list_ensemble_prefix (C++ function) SmartRedis::Client::use_model_ensemble_prefix (C++ function) SmartRedis::Client::use_tensor_ensemble_prefix (C++ function) SmartRedis::Client::~Client (C++ function) SmartRedis::DataSet (C++ class) SmartRedis::DataSet::add_meta_scalar (C++ function) SmartRedis::DataSet::add_meta_string (C++ function) SmartRedis::DataSet::add_tensor (C++ function) SmartRedis::DataSet::clear_field (C++ function) SmartRedis::DataSet::DataSet (C++ function), [1], [2] SmartRedis::DataSet::get_meta_scalars (C++ function) SmartRedis::DataSet::get_meta_strings (C++ function), [1] SmartRedis::DataSet::get_name (C++ function) SmartRedis::DataSet::get_tensor (C++ function), [1] SmartRedis::DataSet::get_tensor_names (C++ function) SmartRedis::DataSet::has_field (C++ function) SmartRedis::DataSet::operator= (C++ function), [1] SmartRedis::DataSet::set_name (C++ function) SmartRedis::DataSet::unpack_tensor (C++ function) smartredis_client (module) smartredis_dataset (module) SmartRedisCClient (C++ function) smartsim.ml.tf.utils module smartsim.slurm module sr_error_parser() (fortran function) SrunSettings (class in smartsim.settings) start() (Experiment method) StaticDataGenerator (class in smartsim.ml.tf) (class in smartsim.ml.torch) stop() (Experiment method) summary() (Experiment method)

T

tensor_exists (C++ function) tensor_exists() (Client method) (fortran function)

type (Ensemble property) (Model property) (Orchestrator property) (RayCluster property)

U

unpack_dataset_tensor (C++ function) unpack_dataset_tensor_double() (fortran function) unpack_dataset_tensor_float() (fortran function) unpack_dataset_tensor_i16() (fortran function) unpack_dataset_tensor_i32() (fortran function) unpack_dataset_tensor_i64() (fortran function) unpack_dataset_tensor_i8() (fortran function) unpack_tensor (C++ function) unpack_tensor_double() (fortran function) unpack_tensor_float() (fortran function) unpack_tensor_i16() (fortran function) unpack_tensor_i32() (fortran function) unpack_tensor_i64() (fortran function) unpack_tensor_i8() (fortran function) update_data() (DynamicDataGenerator method), [1]

update_env() (AprunSettings method) (JsrunSettings method) (MpiexecSettings method) (MpirunSettings method) (OrterunSettings method) (RunSettings method) (SrunSettings method) use_list_ensemble_prefix (C++ function) use_list_ensemble_prefix() (Client method) (fortran function) use_model_ensemble_prefix (C++ function) use_model_ensemble_prefix() (Client method) (fortran function) use_tensor_ensemble_prefix (C++ function) use_tensor_ensemble_prefix() (Client method) (fortran function)