Index

_

__iter__() (fedlab_core.utils.sampler.DistributedSampler method) (fedlab_core.utils.sampler.NonIIDDistributedSampler method) __len__() (fedlab_core.utils.sampler.DistributedSampler method) (fedlab_core.utils.sampler.NonIIDDistributedSampler method) _downsample() (fedlab_core.models.pnasnet.PNASNet method) _make_dense_layers() (fedlab_core.models.densenet.DenseNet method) _make_layer() (fedlab_core.models.dpn.DPN method) (fedlab_core.models.pnasnet.PNASNet method) (fedlab_core.models.preact_resnet.PreActResNet method) (fedlab_core.models.resnet.ResNet method) (fedlab_core.models.resnext.ResNeXt method) (fedlab_core.models.senet.SENet method) (fedlab_core.models.shufflenet.ShuffleNet method)

_make_layers() (fedlab_core.models.mobilenet.MobileNet method) (fedlab_core.models.mobilenetv2.MobileNetV2 method) _waiting() (fedlab_core.client.topology.ClientSyncTop method)

A

activate_clients() (fedlab_core.server.pipe_topology.ConnectClient method) (fedlab_core.server.topology.EndTop method) (fedlab_core.server.topology.ServerSyncTop method) add_log() (fedlab_core.utils.ex_recorder.ExRecorder method) (fedlab_core.utils.lr_recorder.ExRecorder method)

add_log_direct() (fedlab_core.utils.ex_recorder.ExRecorder method) (fedlab_core.utils.lr_recorder.ExRecorder method) AsyncParameterServerHandler (class in fedlab_core.server.handler)

B

BasicBlock (class in fedlab_core.models.resnet) (class in fedlab_core.models.senet) Block (class in fedlab_core.models.mobilenet) (class in fedlab_core.models.mobilenetv2) (class in fedlab_core.models.resnext) Bottleneck (class in fedlab_core.models.densenet) (class in fedlab_core.models.dpn) (class in fedlab_core.models.resnet) (class in fedlab_core.models.shufflenet)

broadcast_message() (in module fedlab_core.utils.messaging) buffer() (fedlab_core.client.handler.ClientBackendHandler property) (fedlab_core.server.handler.ParameterServerHandler property)

C

CellA (class in fedlab_core.models.pnasnet) CellB (class in fedlab_core.models.pnasnet) cfg (fedlab_core.models.mobilenet.MobileNet attribute) (fedlab_core.models.mobilenetv2.MobileNetV2 attribute) ClientBackendHandler (class in fedlab_core.client.handler)

ClientCommunicationTopology (class in fedlab_core.client.topology) ClientSGDHandler (class in fedlab_core.client.handler) ClientSyncTop (class in fedlab_core.client.topology) ConnectClient (class in fedlab_core.server.pipe_topology) ConnectServer (class in fedlab_core.server.pipe_topology)

D

DenseNet (class in fedlab_core.models.densenet) DenseNet121() (in module fedlab_core.models.densenet) DenseNet161() (in module fedlab_core.models.densenet) DenseNet169() (in module fedlab_core.models.densenet) DenseNet201() (in module fedlab_core.models.densenet)

densenet_cifar() (in module fedlab_core.models.densenet) DistributedSampler (class in fedlab_core.utils.sampler) DPN (class in fedlab_core.models.dpn) DPN26() (in module fedlab_core.models.dpn) DPN92() (in module fedlab_core.models.dpn)

E

EndTop (class in fedlab_core.server.topology) error() (fedlab_core.utils.logger.logger method) evaluate() (fedlab_core.client.handler.ClientBackendHandler method) (fedlab_core.client.handler.ClientSGDHandler method) EvaluateParams (fedlab_core.utils.messaging.MessageCode attribute) Exit (fedlab_core.utils.messaging.MessageCode attribute)

expansion (fedlab_core.models.preact_resnet.PreActBlock attribute) (fedlab_core.models.preact_resnet.PreActBottleneck attribute) (fedlab_core.models.resnet.BasicBlock attribute) (fedlab_core.models.resnet.Bottleneck attribute) (fedlab_core.models.resnext.Block attribute) ExRecorder (class in fedlab_core.utils.ex_recorder) (class in fedlab_core.utils.lr_recorder)

F

features() (fedlab_core.models.lenet.LeNet method) fedlab_core module fedlab_core.client module fedlab_core.client.handler module fedlab_core.client.topology module fedlab_core.models module fedlab_core.models.densenet module fedlab_core.models.dpn module fedlab_core.models.googlenet module fedlab_core.models.lenet module fedlab_core.models.mobilenet module fedlab_core.models.mobilenetv2 module fedlab_core.models.pnasnet module fedlab_core.models.preact_resnet module fedlab_core.models.resnet module fedlab_core.models.resnext module fedlab_core.models.senet module fedlab_core.models.shufflenet module fedlab_core.models.vgg module fedlab_core.server module fedlab_core.server.handler module fedlab_core.server.pipe_topology module fedlab_core.server.topology module

fedlab_core.utils module fedlab_core.utils.ex_recorder module fedlab_core.utils.logger module fedlab_core.utils.lr_recorder module fedlab_core.utils.messaging module fedlab_core.utils.sampler module fedlab_core.utils.serialization module forward() (fedlab_core.models.densenet.Bottleneck method) (fedlab_core.models.densenet.DenseNet method) (fedlab_core.models.densenet.Transition method) (fedlab_core.models.dpn.Bottleneck method) (fedlab_core.models.dpn.DPN method) (fedlab_core.models.googlenet.GoogLeNet method) (fedlab_core.models.googlenet.Inception method) (fedlab_core.models.lenet.LeNet method) (fedlab_core.models.lenet.Lenet method) (fedlab_core.models.mobilenet.Block method) (fedlab_core.models.mobilenet.MobileNet method) (fedlab_core.models.mobilenetv2.Block method) (fedlab_core.models.mobilenetv2.MobileNetV2 method) (fedlab_core.models.pnasnet.CellA method) (fedlab_core.models.pnasnet.CellB method) (fedlab_core.models.pnasnet.PNASNet method) (fedlab_core.models.pnasnet.SepConv method) (fedlab_core.models.preact_resnet.PreActBlock method) (fedlab_core.models.preact_resnet.PreActBottleneck method) (fedlab_core.models.preact_resnet.PreActResNet method) (fedlab_core.models.resnet.BasicBlock method) (fedlab_core.models.resnet.Bottleneck method) (fedlab_core.models.resnet.ResNet method) (fedlab_core.models.resnext.Block method) (fedlab_core.models.resnext.ResNeXt method) (fedlab_core.models.senet.BasicBlock method) (fedlab_core.models.senet.PreActBlock method) (fedlab_core.models.senet.SENet method) (fedlab_core.models.shufflenet.Bottleneck method) (fedlab_core.models.shufflenet.ShuffleBlock method) (fedlab_core.models.shufflenet.ShuffleNet method) (fedlab_core.models.vgg.VGG method)

G

GoogLeNet (class in fedlab_core.models.googlenet)

GradientUpdate (fedlab_core.utils.messaging.MessageCode attribute)

I

Inception (class in fedlab_core.models.googlenet)

info() (fedlab_core.utils.logger.logger method) is_updated() (fedlab_core.server.handler.SyncParameterServerHandler method)

L

LeNet (class in fedlab_core.models.lenet) Lenet (class in fedlab_core.models.lenet) listen_clients() (fedlab_core.server.pipe_topology.ConnectClient method) (fedlab_core.server.topology.EndTop method) (fedlab_core.server.topology.ServerSyncTop method)

logger (class in fedlab_core.utils.logger) logits() (fedlab_core.models.lenet.LeNet method)

M

MessageCode (class in fedlab_core.utils.messaging) MobileNet (class in fedlab_core.models.mobilenet) MobileNetV2 (class in fedlab_core.models.mobilenetv2) model() (fedlab_core.client.handler.ClientBackendHandler property) (fedlab_core.server.handler.ParameterServerHandler property) module fedlab_core fedlab_core.client fedlab_core.client.handler fedlab_core.client.topology fedlab_core.models fedlab_core.models.densenet fedlab_core.models.dpn fedlab_core.models.googlenet fedlab_core.models.lenet fedlab_core.models.mobilenet fedlab_core.models.mobilenetv2 fedlab_core.models.pnasnet fedlab_core.models.preact_resnet fedlab_core.models.resnet fedlab_core.models.resnext fedlab_core.models.senet fedlab_core.models.shufflenet fedlab_core.models.vgg fedlab_core.server fedlab_core.server.handler fedlab_core.server.pipe_topology fedlab_core.server.topology fedlab_core.utils fedlab_core.utils.ex_recorder fedlab_core.utils.logger fedlab_core.utils.lr_recorder fedlab_core.utils.messaging fedlab_core.utils.sampler fedlab_core.utils.serialization

N

NonIIDDistributedSampler (class in fedlab_core.utils.sampler)

O

on_receive() (fedlab_core.client.topology.ClientCommunicationTopology method) (fedlab_core.client.topology.ClientSyncTop method) (fedlab_core.server.handler.AsyncParameterServerHandler method) (fedlab_core.server.handler.ParameterServerHandler method) (fedlab_core.server.handler.SyncParameterServerHandler method)

P

ParameterRequest (fedlab_core.utils.messaging.MessageCode attribute) ParameterServerHandler (class in fedlab_core.server.handler) ParameterUpdate (fedlab_core.utils.messaging.MessageCode attribute) PipeTop (class in fedlab_core.server.pipe_topology) PNASNet (class in fedlab_core.models.pnasnet) PNASNetA() (in module fedlab_core.models.pnasnet) PNASNetB() (in module fedlab_core.models.pnasnet) PreActBlock (class in fedlab_core.models.preact_resnet) (class in fedlab_core.models.senet)

PreActBottleneck (class in fedlab_core.models.preact_resnet) PreActResNet (class in fedlab_core.models.preact_resnet) PreActResNet101() (in module fedlab_core.models.preact_resnet) PreActResNet152() (in module fedlab_core.models.preact_resnet) PreActResNet18() (in module fedlab_core.models.preact_resnet) PreActResNet34() (in module fedlab_core.models.preact_resnet) PreActResNet50() (in module fedlab_core.models.preact_resnet)

R

ravel_model_params() (in module fedlab_core.utils.serialization) receive() (fedlab_core.server.pipe_topology.ConnectServer method) recv_broadcast_message() (in module fedlab_core.utils.messaging) recv_message() (in module fedlab_core.utils.messaging) ResNet (class in fedlab_core.models.resnet) ResNet101() (in module fedlab_core.models.resnet) ResNet152() (in module fedlab_core.models.resnet) ResNet18() (in module fedlab_core.models.resnet) ResNet34() (in module fedlab_core.models.resnet) ResNet50() (in module fedlab_core.models.resnet) ResNeXt (class in fedlab_core.models.resnext)

ResNeXt29_2x64d() (in module fedlab_core.models.resnext) ResNeXt29_32x4d() (in module fedlab_core.models.resnext) ResNeXt29_4x64d() (in module fedlab_core.models.resnext) ResNeXt29_8x64d() (in module fedlab_core.models.resnext) run() (fedlab_core.client.topology.ClientCommunicationTopology method) (fedlab_core.client.topology.ClientSyncTop method) (fedlab_core.server.pipe_topology.ConnectClient method) (fedlab_core.server.pipe_topology.ConnectServer method) (fedlab_core.server.pipe_topology.PipeTop method) (fedlab_core.server.topology.EndTop method) (fedlab_core.server.topology.ServerSyncTop method)

S

save_to_file() (fedlab_core.utils.ex_recorder.ExRecorder method) (fedlab_core.utils.lr_recorder.ExRecorder method) select_clients() (fedlab_core.server.handler.SyncParameterServerHandler method) send_message() (in module fedlab_core.utils.messaging) SENet (class in fedlab_core.models.senet) SENet18() (in module fedlab_core.models.senet) SepConv (class in fedlab_core.models.pnasnet) ServerSyncTop (class in fedlab_core.server.topology) set_epoch() (fedlab_core.utils.sampler.DistributedSampler method) (fedlab_core.utils.sampler.NonIIDDistributedSampler method)

share_buffer() (fedlab_core.server.pipe_topology.ConnectClient method) (fedlab_core.server.pipe_topology.ConnectServer method) ShuffleBlock (class in fedlab_core.models.shufflenet) ShuffleNet (class in fedlab_core.models.shufflenet) ShuffleNetG2() (in module fedlab_core.models.shufflenet) ShuffleNetG3() (in module fedlab_core.models.shufflenet) start_round() (fedlab_core.server.handler.SyncParameterServerHandler method) synchronise() (fedlab_core.server.pipe_topology.ConnectServer method) synchronize() (fedlab_core.client.topology.ClientCommunicationTopology method) (fedlab_core.client.topology.ClientSyncTop method) SyncParameterServerHandler (class in fedlab_core.server.handler)

T

test() (in module fedlab_core.models.dpn) (in module fedlab_core.models.mobilenet) (in module fedlab_core.models.mobilenetv2) (in module fedlab_core.models.pnasnet) (in module fedlab_core.models.preact_resnet) (in module fedlab_core.models.resnet) (in module fedlab_core.models.senet) (in module fedlab_core.models.shufflenet)

test_densenet() (in module fedlab_core.models.densenet) test_resnext() (in module fedlab_core.models.resnext) train() (fedlab_core.client.handler.ClientBackendHandler method) (fedlab_core.client.handler.ClientSGDHandler method) Transition (class in fedlab_core.models.densenet)

U

unravel_model_grad() (in module fedlab_core.utils.serialization) unravel_model_params() (in module fedlab_core.utils.serialization)

update() (fedlab_core.server.handler.AsyncParameterServerHandler method) (fedlab_core.server.handler.ParameterServerHandler method)

V

VGG (class in fedlab_core.models.vgg) vgg11() (in module fedlab_core.models.vgg) vgg11_bn() (in module fedlab_core.models.vgg) vgg13() (in module fedlab_core.models.vgg)

vgg13_bn() (in module fedlab_core.models.vgg) vgg16() (in module fedlab_core.models.vgg) vgg16_bn() (in module fedlab_core.models.vgg) vgg19() (in module fedlab_core.models.vgg) vgg19_bn() (in module fedlab_core.models.vgg)

W

warning() (fedlab_core.utils.logger.logger method)