Index

A

accuracy() (in module predtuner.torchutil) add_baseline_to_knobs() (ApproxApp method) apply() (TorchApproxKnob method)

ApproxApp (class in predtuner.approxapp) ApproxKnob (class in predtuner.approxapp) ApproxModeledTuner (class in predtuner.modeledapp) ApproxTuner (class in predtuner.approxapp)

C

Config (class in predtuner.approxapp)

D

deterministic() (TorchApproxKnob property)

dump_configs() (ApproxTuner method)

E

empirical_measure_qos_cost() (ModeledApp method)

exists_on_device() (ApproxKnob method) expected_speedup() (TorchApproxKnob property)

G

get_knobs_from_file() (in module predtuner.approxes) get_models() (ModeledApp method)

get_tuner() (ApproxApp method) (ModeledApp method) (TorchApp method)

I

ICostModel (class in predtuner.modeledapp)

IQoSModel (class in predtuner.modeledapp) is_applicable() (TorchApproxKnob method)

K

knobs() (ApproxApp property)

L

LinearCostModel (class in predtuner.modeledapp)

M

measure_cost() (ICostModel method) measure_qos() (IQoSModel method)

measure_qos_cost() (ApproxApp method) (ModeledApp method) ModeledApp (class in predtuner.modeledapp)

N

name() (ApproxApp property) (ICostModel property) (IQoSModel property)

O

ops() (ApproxApp property)

P

plot_configs() (ApproxModeledTuner method) (ApproxTuner method)

Q

QoSModelP1 (class in predtuner.modeledapp)

QoSModelP2 (class in predtuner.modeledapp)

T

TorchApp (class in predtuner.torchapp) TorchApproxKnob (class in predtuner.torchapp)

tune() (ApproxModeledTuner method) (ApproxTuner method) tuned() (ApproxTuner property)

V

ValConfig (class in predtuner.modeledapp)