Index

A

all_inputs() (paddleslim.core.graph_wrapper.OpWrapper method) (paddleslim.core.OpWrapper method) all_outputs() (paddleslim.core.graph_wrapper.OpWrapper method) (paddleslim.core.OpWrapper method) all_parameters() (paddleslim.core.graph_wrapper.GraphWrapper method) (paddleslim.core.GraphWrapper method)

attr() (paddleslim.core.graph_wrapper.OpWrapper method) (paddleslim.core.OpWrapper method) AutoPruner (class in paddleslim.prune) (class in paddleslim.prune.auto_pruner)

B

basic_block() (paddleslim.models.resnet.ResNet method) best_tokens (paddleslim.common.sa_controller.SAController attribute) (paddleslim.common.SAController attribute)

bottleneck_block() (paddleslim.models.resnet.ResNet method)

C

cached_reader() (in module paddleslim.common) (in module paddleslim.common.cached_reader) check_ip() (in module paddleslim.pantheon.utils) clone() (paddleslim.core.graph_wrapper.GraphWrapper method) (paddleslim.core.GraphWrapper method) close() (paddleslim.common.controller_server.ControllerServer method) (paddleslim.common.ControllerServer method) ControllerClient (class in paddleslim.common) (class in paddleslim.common.controller_client) ControllerServer (class in paddleslim.common) (class in paddleslim.common.controller_server)

conv2d (class in paddleslim.prune) (class in paddleslim.prune.prune_walker) conv_bn_layer() (paddleslim.models.classification_models.MobileNet method) (paddleslim.models.classification_models.MobileNetV2 method) (paddleslim.models.mobilenet.MobileNet method) (paddleslim.models.mobilenet_v2.MobileNetV2 method) (paddleslim.models.resnet.ResNet method) convert() (in module paddleslim.quant.quanter) convert_dtype() (in module paddleslim.pantheon.utils) current_info() (paddleslim.nas.sa_nas.SANAS method) current_tokens (paddleslim.common.sa_controller.SAController attribute) (paddleslim.common.SAController attribute)

D

depthwise_separable() (paddleslim.models.classification_models.MobileNet method) (paddleslim.models.mobilenet.MobileNet method)

dump() (paddleslim.pantheon.Teacher method) (paddleslim.pantheon.teacher.Teacher method)

E

EndSignal (class in paddleslim.pantheon.utils)

EvolutionaryController (class in paddleslim.common) (class in paddleslim.common.controller)

F

flops() (in module paddleslim.analysis) (in module paddleslim.analysis.flops) flops_sensitivity() (in module paddleslim.prune) (in module paddleslim.prune.sensitive)

forward() (paddleslim.nas.one_shot.one_shot_nas.OneShotSuperNet method) (paddleslim.nas.one_shot.OneShotSuperNet method) fsp_loss() (in module paddleslim.dist.single_distiller)

G

get() (paddleslim.core.Registry method) (paddleslim.core.registry.Registry method) get_flops() (paddleslim.nas.one_shot.super_mnasnet.SuperMnasnet method) (paddleslim.nas.one_shot.SuperMnasnet method) get_knowledge_desc() (paddleslim.pantheon.Student method) (paddleslim.pantheon.student.Student method) get_knowledge_generator() (paddleslim.pantheon.Student method) (paddleslim.pantheon.student.Student method) get_knowledge_qsize() (paddleslim.pantheon.Student method) (paddleslim.pantheon.student.Student method) get_logger() (in module paddleslim.common) (in module paddleslim.common.log_helper)

get_param_by_op() (paddleslim.core.graph_wrapper.GraphWrapper method) (paddleslim.core.GraphWrapper method) get_ratios_by_loss() (in module paddleslim.prune) (in module paddleslim.prune.sensitive) get_ratios_by_sensitive() (paddleslim.prune.sensitive_pruner.SensitivePruner method) (paddleslim.prune.SensitivePruner method) GraphWrapper (class in paddleslim.core) (class in paddleslim.core.graph_wrapper) greedy_prune() (paddleslim.prune.sensitive_pruner.SensitivePruner method) (paddleslim.prune.SensitivePruner method)

I

idx() (paddleslim.core.graph_wrapper.OpWrapper method) (paddleslim.core.OpWrapper method) image_classification() (in module paddleslim.models) (in module paddleslim.models.util) infer_shape() (paddleslim.core.graph_wrapper.GraphWrapper method) (paddleslim.core.GraphWrapper method) init_tokens() (paddleslim.nas.one_shot.one_shot_nas.OneShotSuperNet method) (paddleslim.nas.one_shot.OneShotSuperNet method) (paddleslim.nas.one_shot.SuperMnasnet method) (paddleslim.nas.one_shot.super_mnasnet.SuperMnasnet method) inputs() (paddleslim.core.graph_wrapper.OpWrapper method) (paddleslim.core.OpWrapper method) (paddleslim.core.VarWrapper method) (paddleslim.core.graph_wrapper.VarWrapper method) inverted_residual_unit() (paddleslim.models.classification_models.MobileNetV2 method) (paddleslim.models.mobilenet_v2.MobileNetV2 method)

invresi_blocks() (paddleslim.models.classification_models.MobileNetV2 method) (paddleslim.models.mobilenet_v2.MobileNetV2 method) ip() (paddleslim.common.controller_server.ControllerServer method) (paddleslim.common.ControllerServer method) is_bwd_op() (paddleslim.core.graph_wrapper.OpWrapper method) (paddleslim.core.OpWrapper method) is_opt_op() (paddleslim.core.graph_wrapper.OpWrapper method) (paddleslim.core.OpWrapper method) is_parameter() (paddleslim.core.graph_wrapper.GraphWrapper method) (paddleslim.core.GraphWrapper method) (paddleslim.core.VarWrapper method) (paddleslim.core.graph_wrapper.VarWrapper method) is_persistable() (paddleslim.core.graph_wrapper.GraphWrapper method) (paddleslim.core.GraphWrapper method)

L

l2_loss() (in module paddleslim.dist.single_distiller) latency() (paddleslim.analysis.latency.LatencyEvaluator method) (paddleslim.analysis.LatencyEvaluator method) (paddleslim.analysis.TableLatencyEvaluator method) (paddleslim.analysis.latency.TableLatencyEvaluator method) LatencyEvaluator (class in paddleslim.analysis) (class in paddleslim.analysis.latency)

load_model() (in module paddleslim.prune) (in module paddleslim.prune.prune_io) load_sensitivities() (in module paddleslim.prune) (in module paddleslim.prune.sensitive) lock() (in module paddleslim.common) (in module paddleslim.common.lock) loss() (in module paddleslim.dist.single_distiller)

M

max_reward (paddleslim.common.sa_controller.SAController attribute) (paddleslim.common.SAController attribute) merge() (in module paddleslim.dist.single_distiller) merge_sensitive() (in module paddleslim.prune) (in module paddleslim.prune.sensitive) MobileNet (class in paddleslim.models.classification_models) (class in paddleslim.models.mobilenet) MobileNetV2 (class in paddleslim.models.classification_models) (class in paddleslim.models.mobilenet_v2)

MobileNetV2_scale() (in module paddleslim.models.mobilenet_v2) MobileNetV2_x1_0() (in module paddleslim.models.mobilenet_v2) MobileNetV2_x1_5() (in module paddleslim.models.mobilenet_v2) MobileNetV2_x2_0() (in module paddleslim.models.mobilenet_v2) model_size() (in module paddleslim.analysis) (in module paddleslim.analysis.model_size) module_dict (paddleslim.core.Registry attribute) (paddleslim.core.registry.Registry attribute)

N

name (paddleslim.core.Registry attribute) (paddleslim.core.registry.Registry attribute) name() (paddleslim.core.graph_wrapper.VarWrapper method) (paddleslim.core.VarWrapper method) net() (paddleslim.models.classification_models.MobileNet method) (paddleslim.models.classification_models.MobileNetV2 method) (paddleslim.models.mobilenet.MobileNet method) (paddleslim.models.mobilenet_v2.MobileNetV2 method) (paddleslim.models.resnet.ResNet method) next_archs() (paddleslim.nas.sa_nas.SANAS method)

next_ops() (paddleslim.core.graph_wrapper.GraphWrapper method) (paddleslim.core.GraphWrapper method) next_tokens() (paddleslim.common.controller.EvolutionaryController method) (paddleslim.common.ControllerClient method) (paddleslim.common.EvolutionaryController method) (paddleslim.common.SAController method) (paddleslim.common.controller_client.ControllerClient method) (paddleslim.common.sa_controller.SAController method) numel_params() (paddleslim.core.graph_wrapper.GraphWrapper method) (paddleslim.core.GraphWrapper method)

O

OneShotSearch() (in module paddleslim.nas.one_shot) (in module paddleslim.nas.one_shot.one_shot_nas) OneShotSuperNet (class in paddleslim.nas.one_shot) (class in paddleslim.nas.one_shot.one_shot_nas) ops() (paddleslim.core.graph_wrapper.GraphWrapper method) (paddleslim.core.GraphWrapper method)

OpWrapper (class in paddleslim.core) (class in paddleslim.core.graph_wrapper) outputs() (paddleslim.core.graph_wrapper.OpWrapper method) (paddleslim.core.OpWrapper method) (paddleslim.core.VarWrapper method) (paddleslim.core.graph_wrapper.VarWrapper method)

P

paddleslim (module) paddleslim.analysis (module) paddleslim.analysis.flops (module) paddleslim.analysis.latency (module) paddleslim.analysis.model_size (module) paddleslim.common (module) paddleslim.common.cached_reader (module) paddleslim.common.controller (module) paddleslim.common.controller_client (module) paddleslim.common.controller_server (module) paddleslim.common.lock (module) paddleslim.common.log_helper (module) paddleslim.common.sa_controller (module) paddleslim.core (module) paddleslim.core.graph_wrapper (module) paddleslim.core.registry (module) paddleslim.dist (module) paddleslim.dist.single_distiller (module) paddleslim.models (module) paddleslim.models.classification_models (module) paddleslim.models.mobilenet (module) paddleslim.models.mobilenet_v2 (module) paddleslim.models.resnet (module) paddleslim.models.util (module) paddleslim.nas.one_shot (module) paddleslim.nas.one_shot.one_shot_nas (module) paddleslim.nas.one_shot.super_mnasnet (module) paddleslim.nas.sa_nas (module)

paddleslim.pantheon (module) paddleslim.pantheon.student (module) paddleslim.pantheon.teacher (module) paddleslim.pantheon.utils (module) paddleslim.prune (module) paddleslim.prune.auto_pruner (module) paddleslim.prune.prune_io (module) paddleslim.prune.prune_walker (module) paddleslim.prune.pruner (module) paddleslim.prune.sensitive (module) paddleslim.prune.sensitive_pruner (module) paddleslim.quant (module) paddleslim.quant.quant_embedding (module) paddleslim.quant.quanter (module) paddleslim.version (module) port() (paddleslim.common.controller_server.ControllerServer method) (paddleslim.common.ControllerServer method) pre_ops() (paddleslim.core.graph_wrapper.GraphWrapper method) (paddleslim.core.GraphWrapper method) program() (paddleslim.core.graph_wrapper.GraphWrapper method) (paddleslim.core.GraphWrapper method) prune() (paddleslim.prune.auto_pruner.AutoPruner method) (paddleslim.prune.AutoPruner method) (paddleslim.prune.Pruner method) (paddleslim.prune.SensitivePruner method) (paddleslim.prune.pruner.Pruner method) (paddleslim.prune.sensitive_pruner.SensitivePruner method) Pruner (class in paddleslim.prune) (class in paddleslim.prune.pruner)

Q

quant_aware() (in module paddleslim.quant.quanter)

quant_embedding() (in module paddleslim.quant.quant_embedding) quant_post() (in module paddleslim.quant.quanter)

R

range_table() (paddleslim.nas.one_shot.one_shot_nas.OneShotSuperNet method) (paddleslim.nas.one_shot.OneShotSuperNet method) (paddleslim.nas.one_shot.SuperMnasnet method) (paddleslim.nas.one_shot.super_mnasnet.SuperMnasnet method) recv() (paddleslim.pantheon.Student method) (paddleslim.pantheon.Teacher method) (paddleslim.pantheon.student.Student method) (paddleslim.pantheon.teacher.Teacher method) register() (paddleslim.core.Registry method) (paddleslim.core.registry.Registry method) register_teacher() (paddleslim.pantheon.Student method) (paddleslim.pantheon.student.Student method) Registry (class in paddleslim.core) (class in paddleslim.core.registry) request_current_info() (paddleslim.common.controller_client.ControllerClient method) (paddleslim.common.ControllerClient method)

reset() (paddleslim.common.controller.EvolutionaryController method) (paddleslim.common.EvolutionaryController method) ResNet (class in paddleslim.models.resnet) ResNet101() (in module paddleslim.models.resnet) ResNet152() (in module paddleslim.models.resnet) ResNet34() (in module paddleslim.models.classification_models) (in module paddleslim.models.resnet) ResNet50() (in module paddleslim.models.classification_models) (in module paddleslim.models.resnet) restore() (paddleslim.prune.sensitive_pruner.SensitivePruner method) (paddleslim.prune.SensitivePruner method) reward() (paddleslim.nas.sa_nas.SANAS method) (paddleslim.prune.AutoPruner method) (paddleslim.prune.auto_pruner.AutoPruner method) run() (paddleslim.common.controller_server.ControllerServer method) (paddleslim.common.ControllerServer method)

S

SAController (class in paddleslim.common) (class in paddleslim.common.sa_controller) SANAS (class in paddleslim.nas.sa_nas) save_checkpoint() (paddleslim.prune.sensitive_pruner.SensitivePruner method) (paddleslim.prune.SensitivePruner method) save_model() (in module paddleslim.prune) (in module paddleslim.prune.prune_io) send() (paddleslim.pantheon.Student method) (paddleslim.pantheon.Teacher method) (paddleslim.pantheon.student.Student method) (paddleslim.pantheon.teacher.Teacher method) SensitivePruner (class in paddleslim.prune) (class in paddleslim.prune.sensitive_pruner) sensitivity() (in module paddleslim.prune) (in module paddleslim.prune.sensitive) set_attr() (paddleslim.core.graph_wrapper.OpWrapper method) (paddleslim.core.OpWrapper method) set_shape() (paddleslim.core.graph_wrapper.VarWrapper method) (paddleslim.core.VarWrapper method)

shape() (paddleslim.core.graph_wrapper.VarWrapper method) (paddleslim.core.VarWrapper method) shortcut() (paddleslim.models.classification_models.MobileNetV2 method) (paddleslim.models.mobilenet_v2.MobileNetV2 method) (paddleslim.models.resnet.ResNet method) soft_label_loss() (in module paddleslim.dist.single_distiller) start() (paddleslim.common.controller_server.ControllerServer method) (paddleslim.common.ControllerServer method) (paddleslim.pantheon.Student method) (paddleslim.pantheon.Teacher method) (paddleslim.pantheon.student.Student method) (paddleslim.pantheon.teacher.Teacher method) start_knowledge_service() (paddleslim.pantheon.Teacher method) (paddleslim.pantheon.teacher.Teacher method) StartSignal (class in paddleslim.pantheon.utils) Student (class in paddleslim.pantheon) (class in paddleslim.pantheon.student) SuperMnasnet (class in paddleslim.nas.one_shot) (class in paddleslim.nas.one_shot.super_mnasnet) SyncSignal (class in paddleslim.pantheon.utils)

T

TableLatencyEvaluator (class in paddleslim.analysis) (class in paddleslim.analysis.latency) Teacher (class in paddleslim.pantheon) (class in paddleslim.pantheon.teacher)

tokens2arch() (paddleslim.nas.sa_nas.SANAS method) type() (paddleslim.core.graph_wrapper.OpWrapper method) (paddleslim.core.OpWrapper method)

U

unlock() (in module paddleslim.common) (in module paddleslim.common.lock) update() (paddleslim.common.controller.EvolutionaryController method) (paddleslim.common.ControllerClient method) (paddleslim.common.EvolutionaryController method) (paddleslim.common.SAController method) (paddleslim.common.controller_client.ControllerClient method) (paddleslim.common.sa_controller.SAController method)

update_groups_of_conv() (paddleslim.core.graph_wrapper.GraphWrapper method) (paddleslim.core.GraphWrapper method) update_param_shape() (paddleslim.core.graph_wrapper.GraphWrapper method) (paddleslim.core.GraphWrapper method)

V

var() (paddleslim.core.graph_wrapper.GraphWrapper method) (paddleslim.core.GraphWrapper method) vars() (paddleslim.core.graph_wrapper.GraphWrapper method) (paddleslim.core.GraphWrapper method)

VarWrapper (class in paddleslim.core) (class in paddleslim.core.graph_wrapper)