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Getting Started
Tutorial
Core Concepts
Experiments
Experiments
API Reference
Configurations
Distillers
Presets
Intermediate Losses
Model Utils
Data Utils
Appendices
Experimental Results
TextBrewer
Docs
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Index
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Index
A
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B
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C
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D
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F
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G
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H
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K
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L
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M
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N
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P
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S
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T
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W
A
adaptor() (built-in function)
ADAPTOR_KEYS (in module textbrewer.presets)
att_ce_loss() (in module textbrewer.losses)
att_ce_mean_loss() (in module textbrewer.losses)
att_mse_loss() (in module textbrewer.losses)
att_mse_sum_loss() (in module textbrewer.losses)
B
BasicDistiller (class in textbrewer)
BasicTrainer (class in textbrewer)
C
callback() (built-in function)
cos_loss() (in module textbrewer.losses)
D
deleting() (in module textbrewer.data_utils)
display_parameters() (in module textbrewer.utils)
DistillationConfig (class in textbrewer)
F
from_dict() (textbrewer.DistillationConfig class method)
(textbrewer.TrainingConfig class method)
from_json_file() (textbrewer.DistillationConfig class method)
(textbrewer.TrainingConfig class method)
fsp_loss() (in module textbrewer.losses)
G
GeneralDistiller (class in textbrewer)
H
hid_mse_loss() (in module textbrewer.losses)
K
KD_LOSS_MAP (in module textbrewer.presets)
L
long_disorder() (in module textbrewer.data_utils)
M
masking() (in module textbrewer.data_utils)
MATCH_LOSS_MAP (in module textbrewer.presets)
mmd_loss() (in module textbrewer.losses)
MultiTaskDistiller (class in textbrewer)
MultiTeacherDistiller (class in textbrewer)
N
n_gram_sampling() (in module textbrewer.data_utils)
P
pkd_loss() (in module textbrewer.losses)
PROJ_MAP (in module textbrewer.presets)
S
short_disorder() (in module textbrewer.data_utils)
T
TEMPERATURE_SCHEDULER (in module textbrewer.presets)
train() (textbrewer.BasicDistiller method)
(textbrewer.BasicTrainer method)
(textbrewer.GeneralDistiller method)
(textbrewer.MultiTaskDistiller method)
(textbrewer.MultiTeacherDistiller method)
TrainingConfig (class in textbrewer)
W
WEIGHT_SCHEDULER (in module textbrewer.presets)