torchbearer
0.4.0
Notes
Using DistributedDataParallel with Torchbearer on CPU
Setup, Cleanup and Model
Sync Methods
Worker Function
Running
Running on machines with GPUs
Source Code
Using the Metric API
Default Keys
Metric Decorators
Lambda Metrics
Metric Output - to_dict
Data Flow - The Metric Tree
Using the Tensorboard Callback
Setup
Logging the Model Graph
Logging Batch Metrics
Logging Epoch Metrics
Source Code
Logging to Visdom
Model Setup
Logging Epoch and Batch Metrics
Visdom Client Parameters
Source Code
Examples
Notebooks List
General
Deep Learning
Differentiable Programming
Package Reference
torchbearer
Trial
Batch Loaders
Misc
State
State
Key List
Utilities
torchbearer.callbacks
Base Classes
Imaging
Main Classes
Deep Inside Convolutional Networks
Model Checkpointers
Logging
Tensorboard, Visdom and Others
Early Stopping
Gradient Clipping
Learning Rate Schedulers
Learning Rate Finders
Weight Decay
Weight / Bias Initialisation
Regularisers
Unpack State
Decorators
Main
Utility
torchbearer.metrics
Base Classes
Decorators - The Decorator API
Metric Wrappers
Metric Aggregators
Base Metrics
Timer
torchbearer
Docs
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Index
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Index
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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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H
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I
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M
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O
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P
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S
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T
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V
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W
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X
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Z
A
AbstractTensorBoard (class in torchbearer.callbacks.tensor_board)
add_child() (torchbearer.metrics.metrics.MetricTree method)
add_default() (in module torchbearer.metrics.metrics)
add_metric() (torchbearer.callbacks.tensor_board.AbstractTensorBoard static method)
AdvancedMetric (class in torchbearer.metrics.metrics)
append() (torchbearer.callbacks.callbacks.CallbackList method)
B
base_closure() (in module torchbearer.bases)
BatchLambda (class in torchbearer.metrics.wrappers)
Best (class in torchbearer.callbacks.checkpointers)
BinaryAccuracy (class in torchbearer.metrics.primitives)
C
cache() (torchbearer.callbacks.imaging.imaging.ImagingCallback method)
CachingImagingCallback (class in torchbearer.callbacks.imaging.imaging)
Callback (class in torchbearer.bases)
CALLBACK_STATES (torchbearer.callbacks.callbacks.CallbackList attribute)
CALLBACK_TYPES (torchbearer.callbacks.callbacks.CallbackList attribute)
CallbackList (class in torchbearer.callbacks.callbacks)
CategoricalAccuracy (class in torchbearer.metrics.primitives)
ClassAppearanceModel (class in torchbearer.callbacks.imaging.inside_cnns)
close_writer() (in module torchbearer.callbacks.tensor_board)
(torchbearer.callbacks.tensor_board.AbstractTensorBoard method)
ConsolePrinter (class in torchbearer.callbacks.printer)
copy() (torchbearer.callbacks.callbacks.CallbackList method)
CosineAnnealingLR (class in torchbearer.callbacks.torch_scheduler)
cpu() (torchbearer.Trial method)
CSVLogger (class in torchbearer.callbacks.csv_logger)
cuda() (torchbearer.Trial method)
CutMix (class in torchbearer.callbacks.cutout)
Cutout (class in torchbearer.callbacks.cutout)
CyclicLR (class in torchbearer.callbacks.torch_scheduler)
D
data (torchbearer.state.State attribute)
DatasetValidationSplitter (class in torchbearer.cv_utils)
deep_to() (in module torchbearer.trial)
default_for_key() (in module torchbearer.metrics.decorators)
default_policy() (torchbearer.callbacks.sample_pairing.SamplePairing static method)
DefaultAccuracy (class in torchbearer.metrics.default)
E
EarlyStopping (class in torchbearer.callbacks.early_stopping)
ENDPOINT (torchbearer.callbacks.tensor_board.VisdomParams attribute)
ENV (torchbearer.callbacks.tensor_board.VisdomParams attribute)
Epoch (class in torchbearer.metrics.primitives)
EpochLambda (class in torchbearer.metrics.wrappers)
eval() (torchbearer.bases.Metric method)
(torchbearer.Trial method)
(torchbearer.metrics.default.DefaultAccuracy method)
(torchbearer.metrics.metrics.AdvancedMetric method)
(torchbearer.metrics.metrics.MetricList method)
(torchbearer.metrics.metrics.MetricTree method)
(torchbearer.metrics.wrappers.ToDict method)
evaluate() (torchbearer.Trial method)
ExponentialLR (class in torchbearer.callbacks.torch_scheduler)
F
for_inf_steps() (torchbearer.Trial method)
for_inf_test_steps() (torchbearer.Trial method)
for_inf_train_steps() (torchbearer.Trial method)
for_inf_val_steps() (torchbearer.Trial method)
for_steps() (torchbearer.Trial method)
for_test_steps() (torchbearer.Trial method)
for_train_steps() (torchbearer.Trial method)
for_val_steps() (torchbearer.Trial method)
FromState (class in torchbearer.callbacks.imaging.imaging)
G
get_default() (in module torchbearer.metrics.metrics)
get_key() (torchbearer.state.State method)
get_timings() (torchbearer.metrics.timer.TimerMetric method)
get_train_dataset() (torchbearer.cv_utils.DatasetValidationSplitter method)
get_train_valid_sets() (in module torchbearer.cv_utils)
get_val_dataset() (torchbearer.cv_utils.DatasetValidationSplitter method)
get_writer() (in module torchbearer.callbacks.tensor_board)
(torchbearer.callbacks.tensor_board.AbstractTensorBoard method)
GradientClipping (class in torchbearer.callbacks.gradient_clipping)
GradientNormClipping (class in torchbearer.callbacks.gradient_clipping)
H
HTTP_PROXY_HOST (torchbearer.callbacks.tensor_board.VisdomParams attribute)
HTTP_PROXY_PORT (torchbearer.callbacks.tensor_board.VisdomParams attribute)
I
ImagingCallback (class in torchbearer.callbacks.imaging.imaging)
Interval (class in torchbearer.callbacks.checkpointers)
IPV6 (torchbearer.callbacks.tensor_board.VisdomParams attribute)
K
KaimingNormal (class in torchbearer.callbacks.init)
KaimingUniform (class in torchbearer.callbacks.init)
L
L1WeightDecay (class in torchbearer.callbacks.weight_decay)
L2WeightDecay (class in torchbearer.callbacks.weight_decay)
LabelSmoothingRegularisation (class in torchbearer.callbacks.label_smoothing)
lambda_metric() (in module torchbearer.metrics.decorators)
LambdaLR (class in torchbearer.callbacks.torch_scheduler)
LiveLossPlot (class in torchbearer.callbacks.live_loss_plot)
load_batch_infinite() (in module torchbearer.trial)
load_batch_none() (in module torchbearer.trial)
load_batch_predict() (in module torchbearer.trial)
load_batch_standard() (in module torchbearer.trial)
load_state_dict() (torchbearer.bases.Callback method)
(torchbearer.Trial method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.callbacks.checkpointers.Best method)
(torchbearer.callbacks.checkpointers.Interval method)
(torchbearer.callbacks.early_stopping.EarlyStopping method)
LOG_TO_FILENAME (torchbearer.callbacks.tensor_board.VisdomParams attribute)
Loss (class in torchbearer.metrics.primitives)
LsuvInit (class in torchbearer.callbacks.init)
M
make_grid() (torchbearer.callbacks.imaging.imaging.ImagingCallback method)
MakeGrid (class in torchbearer.callbacks.imaging.imaging)
Mean (class in torchbearer.metrics.aggregators)
mean() (in module torchbearer.metrics.decorators)
MeanSquaredError (class in torchbearer.metrics.primitives)
Metric (class in torchbearer.bases)
MetricList (class in torchbearer.metrics.metrics)
MetricTree (class in torchbearer.metrics.metrics)
Mixup (class in torchbearer.callbacks.mixup)
mixup_loss() (torchbearer.callbacks.mixup.Mixup static method)
ModelCheckpoint() (in module torchbearer.callbacks.checkpointers)
MostRecent (class in torchbearer.callbacks.checkpointers)
MultiStepLR (class in torchbearer.callbacks.torch_scheduler)
O
on_backward() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.callbacks.gradient_clipping.GradientClipping method)
(torchbearer.callbacks.gradient_clipping.GradientNormClipping method)
(torchbearer.metrics.timer.TimerMetric method)
on_batch() (torchbearer.callbacks.imaging.imaging.FromState method)
(torchbearer.callbacks.imaging.imaging.ImagingCallback method)
(torchbearer.callbacks.imaging.inside_cnns.ClassAppearanceModel method)
on_cache() (torchbearer.callbacks.imaging.imaging.CachingImagingCallback method)
(torchbearer.callbacks.imaging.imaging.MakeGrid method)
on_checkpoint() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.callbacks.checkpointers.Best method)
(torchbearer.callbacks.checkpointers.Interval method)
(torchbearer.callbacks.checkpointers.MostRecent method)
on_criterion() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.callbacks.weight_decay.WeightDecay method)
(torchbearer.metrics.timer.TimerMetric method)
on_criterion_validation() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.metrics.timer.TimerMetric method)
on_end() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.callbacks.csv_logger.CSVLogger method)
(torchbearer.callbacks.live_loss_plot.LiveLossPlot method)
(torchbearer.callbacks.printer.Tqdm method)
(torchbearer.callbacks.tensor_board.AbstractTensorBoard method)
(torchbearer.callbacks.tensor_board.TensorBoard method)
(torchbearer.callbacks.tensor_board.TensorBoardText method)
(torchbearer.metrics.timer.TimerMetric method)
on_end_epoch() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.callbacks.csv_logger.CSVLogger method)
(torchbearer.callbacks.early_stopping.EarlyStopping method)
(torchbearer.callbacks.printer.Tqdm method)
(torchbearer.callbacks.tensor_board.TensorBoard method)
(torchbearer.callbacks.tensor_board.TensorBoardImages method)
(torchbearer.callbacks.tensor_board.TensorBoardProjector method)
(torchbearer.callbacks.tensor_board.TensorBoardText method)
(torchbearer.callbacks.terminate_on_nan.TerminateOnNaN method)
(torchbearer.callbacks.torch_scheduler.TorchScheduler method)
(torchbearer.metrics.timer.TimerMetric method)
on_end_training() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.callbacks.printer.ConsolePrinter method)
(torchbearer.callbacks.printer.Tqdm method)
(torchbearer.metrics.timer.TimerMetric method)
on_end_validation() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.callbacks.printer.ConsolePrinter method)
(torchbearer.callbacks.printer.Tqdm method)
(torchbearer.metrics.timer.TimerMetric method)
on_forward() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.metrics.timer.TimerMetric method)
on_forward_validation() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.metrics.timer.TimerMetric method)
on_init() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.callbacks.init.LsuvInit method)
(torchbearer.callbacks.init.WeightInit method)
on_sample() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.callbacks.cutout.CutMix method)
(torchbearer.callbacks.cutout.Cutout method)
(torchbearer.callbacks.cutout.RandomErase method)
(torchbearer.callbacks.label_smoothing.LabelSmoothingRegularisation method)
(torchbearer.callbacks.mixup.Mixup method)
(torchbearer.callbacks.sample_pairing.SamplePairing method)
(torchbearer.callbacks.tensor_board.TensorBoard method)
(torchbearer.callbacks.torch_scheduler.TorchScheduler method)
(torchbearer.metrics.timer.TimerMetric method)
on_sample_validation() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.callbacks.cutout.CutMix method)
(torchbearer.callbacks.label_smoothing.LabelSmoothingRegularisation method)
(torchbearer.metrics.timer.TimerMetric method)
on_start() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.callbacks.checkpointers.Best method)
(torchbearer.callbacks.gradient_clipping.GradientClipping method)
(torchbearer.callbacks.gradient_clipping.GradientNormClipping method)
(torchbearer.callbacks.live_loss_plot.LiveLossPlot method)
(torchbearer.callbacks.printer.Tqdm method)
(torchbearer.callbacks.tensor_board.AbstractTensorBoard method)
(torchbearer.callbacks.tensor_board.TensorBoardText method)
(torchbearer.callbacks.torch_scheduler.TorchScheduler method)
(torchbearer.callbacks.weight_decay.WeightDecay method)
(torchbearer.metrics.timer.TimerMetric method)
on_start_epoch() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.callbacks.tensor_board.TensorBoard method)
(torchbearer.callbacks.tensor_board.TensorBoardText method)
(torchbearer.metrics.timer.TimerMetric method)
on_start_training() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.callbacks.printer.Tqdm method)
(torchbearer.callbacks.torch_scheduler.TorchScheduler method)
(torchbearer.metrics.timer.TimerMetric method)
on_start_validation() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.callbacks.printer.Tqdm method)
(torchbearer.metrics.timer.TimerMetric method)
on_step_training() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.callbacks.csv_logger.CSVLogger method)
(torchbearer.callbacks.early_stopping.EarlyStopping method)
(torchbearer.callbacks.printer.ConsolePrinter method)
(torchbearer.callbacks.printer.Tqdm method)
(torchbearer.callbacks.tensor_board.TensorBoard method)
(torchbearer.callbacks.tensor_board.TensorBoardText method)
(torchbearer.callbacks.terminate_on_nan.TerminateOnNaN method)
(torchbearer.callbacks.torch_scheduler.TorchScheduler method)
(torchbearer.metrics.timer.TimerMetric method)
on_step_validation() (in module torchbearer.callbacks.decorators)
(torchbearer.bases.Callback method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.callbacks.printer.ConsolePrinter method)
(torchbearer.callbacks.printer.Tqdm method)
(torchbearer.callbacks.tensor_board.TensorBoard method)
(torchbearer.callbacks.tensor_board.TensorBoardImages method)
(torchbearer.callbacks.tensor_board.TensorBoardProjector method)
(torchbearer.callbacks.terminate_on_nan.TerminateOnNaN method)
(torchbearer.metrics.timer.TimerMetric method)
on_test() (torchbearer.callbacks.imaging.imaging.ImagingCallback method)
on_train() (torchbearer.callbacks.imaging.imaging.ImagingCallback method)
on_val() (torchbearer.callbacks.imaging.imaging.ImagingCallback method)
P
PORT (torchbearer.callbacks.tensor_board.VisdomParams attribute)
predict() (torchbearer.Trial method)
process() (torchbearer.bases.Metric method)
(torchbearer.callbacks.imaging.imaging.ImagingCallback method)
(torchbearer.metrics.aggregators.Mean method)
(torchbearer.metrics.aggregators.Var method)
(torchbearer.metrics.default.DefaultAccuracy method)
(torchbearer.metrics.metrics.AdvancedMetric method)
(torchbearer.metrics.metrics.MetricList method)
(torchbearer.metrics.metrics.MetricTree method)
(torchbearer.metrics.timer.TimerMetric method)
(torchbearer.metrics.wrappers.BatchLambda method)
(torchbearer.state.StateKey method)
process_final() (torchbearer.bases.Metric method)
(torchbearer.metrics.aggregators.Mean method)
(torchbearer.metrics.aggregators.Std method)
(torchbearer.metrics.aggregators.Var method)
(torchbearer.metrics.default.DefaultAccuracy method)
(torchbearer.metrics.metrics.AdvancedMetric method)
(torchbearer.metrics.metrics.MetricList method)
(torchbearer.metrics.metrics.MetricTree method)
(torchbearer.state.StateKey method)
process_final_train() (torchbearer.metrics.metrics.AdvancedMetric method)
(torchbearer.metrics.wrappers.EpochLambda method)
(torchbearer.metrics.wrappers.ToDict method)
process_final_validate() (torchbearer.metrics.metrics.AdvancedMetric method)
(torchbearer.metrics.wrappers.EpochLambda method)
(torchbearer.metrics.wrappers.ToDict method)
process_train() (torchbearer.metrics.aggregators.RunningMetric method)
(torchbearer.metrics.metrics.AdvancedMetric method)
(torchbearer.metrics.wrappers.EpochLambda method)
(torchbearer.metrics.wrappers.ToDict method)
process_validate() (torchbearer.metrics.metrics.AdvancedMetric method)
(torchbearer.metrics.wrappers.EpochLambda method)
(torchbearer.metrics.wrappers.ToDict method)
R
RAISE_EXCEPTIONS (torchbearer.callbacks.tensor_board.VisdomParams attribute)
RANDOM (in module torchbearer.callbacks.imaging.inside_cnns)
(torchbearer.callbacks.mixup.Mixup attribute)
RandomErase (class in torchbearer.callbacks.cutout)
ReduceLROnPlateau (class in torchbearer.callbacks.torch_scheduler)
replay() (torchbearer.Trial method)
reset() (torchbearer.bases.Metric method)
(torchbearer.metrics.aggregators.Mean method)
(torchbearer.metrics.aggregators.RunningMetric method)
(torchbearer.metrics.aggregators.Var method)
(torchbearer.metrics.default.DefaultAccuracy method)
(torchbearer.metrics.metrics.MetricList method)
(torchbearer.metrics.metrics.MetricTree method)
(torchbearer.metrics.timer.TimerMetric method)
(torchbearer.metrics.wrappers.EpochLambda method)
(torchbearer.metrics.wrappers.ToDict method)
RocAucScore (class in torchbearer.metrics.roc_auc_score)
run() (torchbearer.Trial method)
running_mean() (in module torchbearer.metrics.decorators)
RunningMean (class in torchbearer.metrics.aggregators)
RunningMetric (class in torchbearer.metrics.aggregators)
S
SamplePairing (class in torchbearer.callbacks.sample_pairing)
SEND (torchbearer.callbacks.tensor_board.VisdomParams attribute)
SERVER (torchbearer.callbacks.tensor_board.VisdomParams attribute)
State (class in torchbearer.state)
state_dict() (torchbearer.bases.Callback method)
(torchbearer.Trial method)
(torchbearer.callbacks.callbacks.CallbackList method)
(torchbearer.callbacks.checkpointers.Best method)
(torchbearer.callbacks.checkpointers.Interval method)
(torchbearer.callbacks.early_stopping.EarlyStopping method)
state_key() (in module torchbearer.state)
StateKey (class in torchbearer.state)
Std (class in torchbearer.metrics.aggregators)
std() (in module torchbearer.metrics.decorators)
step() (torchbearer.callbacks.early_stopping.EarlyStopping method)
StepLR (class in torchbearer.callbacks.torch_scheduler)
SubsetDataset (class in torchbearer.cv_utils)
T
table_formatter() (torchbearer.callbacks.tensor_board.TensorBoardText static method)
target_to_key() (torchbearer.callbacks.imaging.inside_cnns.ClassAppearanceModel method)
TensorBoard (class in torchbearer.callbacks.tensor_board)
TensorBoardImages (class in torchbearer.callbacks.tensor_board)
TensorBoardProjector (class in torchbearer.callbacks.tensor_board)
TensorBoardText (class in torchbearer.callbacks.tensor_board)
TerminateOnNaN (class in torchbearer.callbacks.terminate_on_nan)
TimerMetric (class in torchbearer.metrics.timer)
to() (torchbearer.Trial method)
to_dict() (in module torchbearer.metrics.decorators)
to_file() (torchbearer.callbacks.imaging.imaging.ImagingCallback method)
to_one_hot() (torchbearer.callbacks.label_smoothing.LabelSmoothingRegularisation method)
to_pyplot() (torchbearer.callbacks.imaging.imaging.ImagingCallback method)
to_state() (torchbearer.callbacks.imaging.imaging.ImagingCallback method)
to_tensorboard() (torchbearer.callbacks.imaging.imaging.ImagingCallback method)
to_visdom() (torchbearer.callbacks.imaging.imaging.ImagingCallback method)
ToDict (class in torchbearer.metrics.wrappers)
TopKCategoricalAccuracy (class in torchbearer.metrics.primitives)
torchbearer.callbacks.callbacks (module)
torchbearer.callbacks.checkpointers (module)
torchbearer.callbacks.csv_logger (module)
torchbearer.callbacks.early_stopping (module)
torchbearer.callbacks.gradient_clipping (module)
torchbearer.callbacks.imaging.imaging (module)
torchbearer.callbacks.imaging.inside_cnns (module)
torchbearer.callbacks.init (module)
torchbearer.callbacks.printer (module)
torchbearer.callbacks.tensor_board (module)
torchbearer.callbacks.terminate_on_nan (module)
torchbearer.callbacks.torch_scheduler (module)
torchbearer.callbacks.weight_decay (module)
torchbearer.cv_utils (module)
torchbearer.metrics.aggregators (module)
torchbearer.metrics.decorators (module)
torchbearer.metrics.default (module)
torchbearer.metrics.metrics (module)
torchbearer.metrics.primitives (module)
torchbearer.metrics.roc_auc_score (module)
torchbearer.metrics.timer (module)
torchbearer.metrics.wrappers (module)
torchbearer.state (module)
TorchScheduler (class in torchbearer.callbacks.torch_scheduler)
Tqdm (class in torchbearer.callbacks.printer)
train() (torchbearer.bases.Metric method)
(torchbearer.Trial method)
(torchbearer.metrics.default.DefaultAccuracy method)
(torchbearer.metrics.metrics.AdvancedMetric method)
(torchbearer.metrics.metrics.MetricList method)
(torchbearer.metrics.metrics.MetricTree method)
(torchbearer.metrics.wrappers.ToDict method)
train_valid_splitter() (in module torchbearer.cv_utils)
Trial (class in torchbearer)
U
unpack_state (in module torchbearer.callbacks)
update() (torchbearer.state.State method)
update_device_and_dtype() (in module torchbearer.trial)
update_time() (torchbearer.metrics.timer.TimerMetric method)
USE_INCOMING_SOCKET (torchbearer.callbacks.tensor_board.VisdomParams attribute)
V
Var (class in torchbearer.metrics.aggregators)
var() (in module torchbearer.metrics.decorators)
VisdomParams (class in torchbearer.callbacks.tensor_board)
W
WeightDecay (class in torchbearer.callbacks.weight_decay)
WeightInit (class in torchbearer.callbacks.init)
with_closure() (torchbearer.Trial method)
with_data() (torchbearer.Trial method)
with_generators() (torchbearer.Trial method)
with_handler() (torchbearer.callbacks.imaging.imaging.ImagingCallback method)
with_inf_train_loader() (torchbearer.Trial method)
with_loader() (torchbearer.Trial method)
with_test_data() (torchbearer.Trial method)
with_test_generator() (torchbearer.Trial method)
with_train_data() (torchbearer.Trial method)
with_train_generator() (torchbearer.Trial method)
with_val_data() (torchbearer.Trial method)
with_val_generator() (torchbearer.Trial method)
X
XavierNormal (class in torchbearer.callbacks.init)
XavierUniform (class in torchbearer.callbacks.init)
Z
ZeroBias (class in torchbearer.callbacks.init)
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