API Reference
Tutorials
Github
Index
_
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A
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B
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C
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D
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E
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F
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I
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L
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M
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N
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O
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P
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R
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S
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T
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U
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V
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W
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Z
_
__init__() (torchflare.modules.CSE method)
(torchflare.modules.SCSE method)
(torchflare.modules.SSE method)
A
add_test() (torchflare.datasets.SegmentationDataset method)
AMPBackend (class in torchflare.experiments)
AMSoftmax (class in torchflare.modules)
ArcFace (class in torchflare.modules)
AverageMeter (class in torchflare.utils.average_meter)
B
backward_loss() (torchflare.experiments.AMPBackend method)
(torchflare.experiments.BaseBackend method)
BaseBackend (class in torchflare.experiments)
BCEFlat (class in torchflare.criterion)
BCEFocalLoss (class in torchflare.criterion)
BCEWithLogitsFlat (class in torchflare.criterion)
C
checkpoint() (torchflare.callbacks.ModelCheckpoint method)
CometLogger (class in torchflare.callbacks)
compile_experiment() (torchflare.experiments.Experiment method)
CosFace (class in torchflare.modules)
CosineAnnealingLR (class in torchflare.callbacks)
CosineAnnealingWarmRestarts (class in torchflare.callbacks)
CSE (class in torchflare.modules)
CyclicLR (class in torchflare.callbacks)
D
DiscordNotifierCallback (class in torchflare.callbacks)
E
EarlyStopping (class in torchflare.callbacks)
Experiment (class in torchflare.experiments)
ExponentialLR (class in torchflare.callbacks)
F
fit() (torchflare.experiments.Experiment method)
fit_loader() (torchflare.experiments.Experiment method)
FocalLoss (class in torchflare.criterion)
forward() (torchflare.criterion.BCEFocalLoss method)
(torchflare.criterion.FocalLoss method)
(torchflare.criterion.LabelSmoothingCrossEntropy method)
(torchflare.criterion.SymmetricCE method)
(torchflare.criterion.TripletLoss method)
(torchflare.modules.AMSoftmax method)
(torchflare.modules.ArcFace method)
(torchflare.modules.CosFace method)
(torchflare.modules.CSE method)
(torchflare.modules.LiArcFace method)
(torchflare.modules.SCSE method)
(torchflare.modules.SSE method)
from_csv() (torchflare.datasets.ImageDataset class method)
(torchflare.datasets.TabularDataset class method)
(torchflare.datasets.TextDataset class method)
from_df() (torchflare.datasets.ImageDataset class method)
(torchflare.datasets.SegmentationDataset class method)
(torchflare.datasets.TabularDataset class method)
(torchflare.datasets.TextDataset class method)
from_folders() (torchflare.datasets.ImageDataset class method)
(torchflare.datasets.SegmentationDataset class method)
I
ImageDataset (class in torchflare.datasets)
L
LabelSmoothingCrossEntropy (class in torchflare.criterion)
LambdaLR (class in torchflare.callbacks)
LiArcFace (class in torchflare.modules)
LoadCheckpoint (class in torchflare.callbacks)
M
masks_from_folders() (torchflare.datasets.SegmentationDataset method)
masks_from_rle() (torchflare.datasets.SegmentationDataset method)
ModelCheckpoint (class in torchflare.callbacks)
ModelConfig (class in torchflare.experiments)
module
torchflare.utils.average_meter
torchflare.utils.seeder
MultiplicativeLR (class in torchflare.callbacks)
MultiStepLR (class in torchflare.callbacks)
N
NeptuneLogger (class in torchflare.callbacks)
O
on_batch_end() (in module torchflare.callbacks)
on_batch_start() (in module torchflare.callbacks)
on_epoch_end() (in module torchflare.callbacks)
on_epoch_start() (in module torchflare.callbacks)
on_experiment_end() (in module torchflare.callbacks)
on_experiment_start() (in module torchflare.callbacks)
on_loader_end() (in module torchflare.callbacks)
on_loader_start() (in module torchflare.callbacks)
OneCycleLR (class in torchflare.callbacks)
optimizer_step() (torchflare.experiments.AMPBackend method)
(torchflare.experiments.BaseBackend method)
P
predict() (torchflare.experiments.Experiment method)
predict_on_loader() (torchflare.experiments.Experiment method)
R
ReduceLROnPlateau (class in torchflare.callbacks)
reset() (torchflare.utils.average_meter.AverageMeter method)
S
SCSE (class in torchflare.modules)
seed_all() (in module torchflare.utils.seeder)
SegmentationDataset (class in torchflare.datasets)
SlackNotifierCallback (class in torchflare.callbacks)
SSE (class in torchflare.modules)
StepLR (class in torchflare.callbacks)
SymmetricCE (class in torchflare.criterion)
T
TabularDataset (class in torchflare.datasets)
TensorboardLogger (class in torchflare.callbacks)
TextDataset (class in torchflare.datasets)
torchflare.utils.average_meter
module
torchflare.utils.seeder
module
train_step() (torchflare.experiments.Experiment method)
TripletLoss (class in torchflare.criterion)
U
unpack_ckpt() (torchflare.callbacks.LoadCheckpoint static method)
update() (torchflare.utils.average_meter.AverageMeter method)
V
val_step() (torchflare.experiments.Experiment method)
W
WandbLogger (class in torchflare.callbacks)
Z
zero_grad() (torchflare.experiments.AMPBackend method)
(torchflare.experiments.BaseBackend method)