Index

A

AbstractDataBuilder (class in src.data.base), [1]

ACCEPTED (src.core.data_types.ParameterServerStatus attribute), [1] Amplitude (src.config.ConfigParameters attribute), [1]

B

batch_size (src.config.ConfigParameters attribute), [1]

build_model() (in module src.core.utils), [1]

C

ConfigParameters (class in src.config), [1] create_linear_data_loader() (in module src.data.datasets), [1]

create_linear_dataset() (in module src.data.datasets), [1] create_poly_varied_data_loader() (in module src.data.datasets), [1] create_poly_varied_dataset() (in module src.data.datasets), [1]

D

device (src.config.ConfigParameters attribute), [1]

E

evaluate_model() (in module src.core.utils), [1]

exp_delay() (in module src.core.utils), [1]

F

forward() (src.models.linear.LinearNetModel method), [1]

FullDataLoaderBuilder (class in src.data.full), [1]

G

get_hist() (src.core.parameter_server.ParameterServer method), [1] (src.core.train_runner.PSManager method), [1] get_staleness_stats() (src.core.parameter_server.ParameterServer method), [1] (src.core.train_runner.PSManager method), [1]

get_time_push() (src.core.parameter_server.ParameterServer method), [1] (src.core.train_runner.PSManager method), [1] get_version() (src.core.parameter_server.ParameterServer method), [1]

L

l1_norm() (in module src.core.utils), [1] l2_norm() (in module src.core.utils), [1] LinearNetModel (class in src.models.linear), [1] LinearRegressionBuilder (class in src.data.linear), [1]

load_linear_data() (in module src.data.datasets), [1] load_poly_varied_data() (in module src.data.datasets), [1] local_steps (src.config.ConfigParameters attribute), [1] log_level (src.config.ConfigParameters attribute), [1] lr (src.config.ConfigParameters attribute), [1]

M

main() (in module src.experiments.asap_sgd), [1] (in module src.experiments.dasgd), [1] (in module src.experiments.saasgd), [1] (in module src.run_tests), [1] module src src.config, [1] src.core src.core.data_types, [1] src.core.parameter_server, [1] src.core.parameter_server_asap, [1] src.core.parameter_server_dasgd, [1] src.core.parameter_server_saasgd, [1] src.core.train_runner, [1] src.core.utils, [1] src.core.worker, [1] src.data src.data.base, [1] src.data.datasets, [1] src.data.full, [1] src.data.linear, [1] src.data.poly, [1] src.experiments src.experiments.asap_sgd, [1] src.experiments.dasgd, [1] src.experiments.saasgd, [1] src.models src.models.linear, [1] src.run_tests, [1]

N

num_workers (src.config.ConfigParameters attribute), [1]

P

ParameterServer (class in src.core.parameter_server), [1] ParameterServer() (src.core.train_runner.PSManager method), [1] ParameterServerASAP_SGD (class in src.core.parameter_server_asap), [1] ParameterServerDASGD (class in src.core.parameter_server_dasgd), [1] ParameterServerSAASGD (class in src.core.parameter_server_saasgd), [1] ParameterServerStatus (class in src.core.data_types), [1] parse_args() (in module src.core.utils), [1]

PolyVariedBuilder (class in src.data.poly), [1] PSManager (class in src.core.train_runner), [1] pull() (src.core.parameter_server.ParameterServer method), [1] push() (src.core.parameter_server.ParameterServer method), [1] (src.core.parameter_server_asap.ParameterServerASAP_SGD method), [1] (src.core.parameter_server_dasgd.ParameterServerDASGD method), [1] (src.core.parameter_server_saasgd.ParameterServerSAASGD method), [1]

R

REJECTED (src.core.data_types.ParameterServerStatus attribute), [1]

run_training() (in module src.core.train_runner), [1]

S

set_seed() (in module src.core.utils), [1] sgd_training() (in module src.core.utils), [1] SHUTDOWN (src.core.data_types.ParameterServerStatus attribute), [1] sparsity_ratio() (in module src.core.utils), [1] split_data() (in module src.data.datasets), [1] (src.data.base.AbstractDataBuilder method), [1] src module src.config module, [1] src.core module src.core.data_types module, [1] src.core.parameter_server module, [1] src.core.parameter_server_asap module, [1] src.core.parameter_server_dasgd module, [1] src.core.parameter_server_saasgd module, [1] src.core.train_runner module, [1] src.core.utils module, [1] src.core.worker module, [1]

src.data module src.data.base module, [1] src.data.datasets module, [1] src.data.full module, [1] src.data.linear module, [1] src.data.poly module, [1] src.experiments module src.experiments.asap_sgd module, [1] src.experiments.dasgd module, [1] src.experiments.saasgd module, [1] src.models module src.models.linear module, [1] src.run_tests module, [1] staleness (src.config.ConfigParameters attribute), [1]

T

tol (src.config.ConfigParameters attribute), [1]

W

weight_kurtosis() (in module src.core.utils), [1]

worker() (in module src.core.worker), [1]