Notes
Package Reference
Trial
Trial.for_train_steps()
Trial.with_train_generator()
Trial.with_train_data()
Trial.for_val_steps()
Trial.with_val_generator()
Trial.with_val_data()
Trial.for_test_steps()
Trial.with_test_generator()
Trial.with_test_data()
Trial.for_steps()
Trial.with_generators()
Trial.with_data()
Trial.for_inf_train_steps()
Trial.for_inf_val_steps()
Trial.for_inf_test_steps()
Trial.for_inf_steps()
Trial.with_inf_train_loader()
Trial.with_loader()
Trial.with_closure()
Trial.run()
Trial.evaluate()
Trial.predict()
Trial.replay()
Trial.train()
Trial.eval()
Trial.to()
Trial.cuda()
Trial.cpu()
Trial.state_dict()
Trial.load_state_dict()
load_batch_infinite()
load_batch_none()
load_batch_predict()
load_batch_standard()
deep_to()
update_device_and_dtype()
State
StateKey
state_key()
DatasetValidationSplitter
DatasetValidationSplitter.get_train_dataset()
DatasetValidationSplitter.get_val_dataset()
SubsetDataset
get_train_valid_sets()
train_valid_splitter()
base_closure()
Callback
Callback.state_dict()
Callback.load_state_dict()
Callback.on_init()
Callback.on_start()
Callback.on_start_epoch()
Callback.on_start_training()
Callback.on_sample()
Callback.on_forward()
Callback.on_criterion()
Callback.on_backward()
Callback.on_step_training()
Callback.on_end_training()
Callback.on_start_validation()
Callback.on_sample_validation()
Callback.on_forward_validation()
Callback.on_criterion_validation()
Callback.on_step_validation()
Callback.on_end_validation()
Callback.on_end_epoch()
Callback.on_checkpoint()
Callback.on_end()
CallbackList
CallbackList.CALLBACK_STATES
CallbackList.CALLBACK_TYPES
CallbackList.state_dict()
CallbackList.load_state_dict()
CallbackList.copy()
CallbackList.append()
CallbackList.on_init()
CallbackList.on_start()
CallbackList.on_start_epoch()
CallbackList.on_start_training()
CallbackList.on_sample()
CallbackList.on_forward()
CallbackList.on_criterion()
CallbackList.on_backward()
CallbackList.on_step_training()
CallbackList.on_end_training()
CallbackList.on_start_validation()
CallbackList.on_sample_validation()
CallbackList.on_forward_validation()
CallbackList.on_criterion_validation()
CallbackList.on_step_validation()
CallbackList.on_end_validation()
CallbackList.on_end_epoch()
CallbackList.on_checkpoint()
CallbackList.on_end()
CachingImagingCallback
FromState
ImagingCallback
MakeGrid
ClassAppearanceModel
RANDOM
Best
Best.load_state_dict()
Best.on_checkpoint()
Best.on_start()
Best.state_dict()
Interval
Interval.load_state_dict()
Interval.on_checkpoint()
Interval.state_dict()
ModelCheckpoint()
MostRecent
MostRecent.on_checkpoint()
CSVLogger
CSVLogger.on_end()
CSVLogger.on_end_epoch()
CSVLogger.on_start()
CSVLogger.on_step_training()
ConsolePrinter
ConsolePrinter.on_end_training()
ConsolePrinter.on_end_validation()
ConsolePrinter.on_step_training()
ConsolePrinter.on_step_validation()
Tqdm
Tqdm.on_end()
Tqdm.on_end_epoch()
Tqdm.on_end_training()
Tqdm.on_end_validation()
Tqdm.on_start()
Tqdm.on_start_training()
Tqdm.on_start_validation()
Tqdm.on_step_training()
Tqdm.on_step_validation()
AbstractTensorBoard
AbstractTensorBoard.add_metric()
AbstractTensorBoard.close_writer()
AbstractTensorBoard.get_writer()
AbstractTensorBoard.on_end()
AbstractTensorBoard.on_start()
TensorBoard
TensorBoard.on_end()
TensorBoard.on_end_epoch()
TensorBoard.on_sample()
TensorBoard.on_start_epoch()
TensorBoard.on_step_training()
TensorBoard.on_step_validation()
TensorBoardImages
TensorBoardImages.on_end_epoch()
TensorBoardImages.on_step_validation()
TensorBoardProjector
TensorBoardProjector.on_end_epoch()
TensorBoardProjector.on_step_validation()
TensorBoardText
TensorBoardText.on_end()
TensorBoardText.on_end_epoch()
TensorBoardText.on_start()
TensorBoardText.on_start_epoch()
TensorBoardText.on_step_training()
TensorBoardText.table_formatter()
VisdomParams
VisdomParams.ENDPOINT
VisdomParams.ENV
VisdomParams.HTTP_PROXY_HOST
VisdomParams.HTTP_PROXY_PORT
VisdomParams.IPV6
VisdomParams.LOG_TO_FILENAME
VisdomParams.PORT
VisdomParams.RAISE_EXCEPTIONS
VisdomParams.SEND
VisdomParams.SERVER
VisdomParams.USE_INCOMING_SOCKET
close_writer()
get_writer()
LiveLossPlot
LiveLossPlot.on_end()
LiveLossPlot.on_start()
EarlyStopping
EarlyStopping.load_state_dict()
EarlyStopping.on_end_epoch()
EarlyStopping.on_step_training()
EarlyStopping.state_dict()
EarlyStopping.step()
TerminateOnNaN
TerminateOnNaN.on_end_epoch()
TerminateOnNaN.on_step_training()
TerminateOnNaN.on_step_validation()
GradientClipping
GradientClipping.on_backward()
GradientClipping.on_start()
GradientNormClipping
GradientNormClipping.on_backward()
GradientNormClipping.on_start()
CosineAnnealingLR
CyclicLR
ExponentialLR
LambdaLR
MultiStepLR
ReduceLROnPlateau
StepLR
TorchScheduler
TorchScheduler.on_end_epoch()
TorchScheduler.on_sample()
TorchScheduler.on_start()
TorchScheduler.on_start_training()
TorchScheduler.on_step_training()
L1WeightDecay
L2WeightDecay
WeightDecay
WeightDecay.on_criterion()
WeightDecay.on_start()
KaimingNormal
KaimingUniform
LsuvInit
LsuvInit.on_init()
WeightInit
WeightInit.on_init()
XavierNormal
XavierUniform
ZeroBias
Cutout
Cutout.on_sample()
RandomErase
RandomErase.on_sample()
CutMix
CutMix.on_sample()
CutMix.on_sample_validation()
Mixup
Mixup.RANDOM
Mixup.mixup_loss()
Mixup.on_sample()
BCPlus
BCPlus.bc_loss()
BCPlus.on_sample()
BCPlus.on_sample_validation()
SamplePairing
SamplePairing.default_policy()
SamplePairing.on_sample()
LabelSmoothingRegularisation
LabelSmoothingRegularisation.on_sample()
LabelSmoothingRegularisation.on_sample_validation()
LabelSmoothingRegularisation.to_one_hot()
unpack_state
on_init()
on_start()
on_start_epoch()
on_start_training()
on_sample()
on_forward()
on_criterion()
on_backward()
on_step_training()
on_end_training()
on_start_validation()
on_sample_validation()
on_forward_validation()
on_criterion_validation()
on_step_validation()
on_end_validation()
on_end_epoch()
on_checkpoint()
on_end()
Metric
Metric.eval()
Metric.process()
Metric.process_final()
Metric.reset()
Metric.train()
AdvancedMetric
AdvancedMetric.eval()
AdvancedMetric.process()
AdvancedMetric.process_final()
AdvancedMetric.process_final_train()
AdvancedMetric.process_final_validate()
AdvancedMetric.process_train()
AdvancedMetric.process_validate()
AdvancedMetric.train()
MetricList
MetricList.eval()
MetricList.process()
MetricList.process_final()
MetricList.reset()
MetricList.train()
MetricTree
MetricTree.add_child()
MetricTree.eval()
MetricTree.process()
MetricTree.process_final()
MetricTree.reset()
MetricTree.train()
add_default()
get_default()
default_for_key()
lambda_metric()
mean()
running_mean()
std()
to_dict()
var()
BatchLambda
BatchLambda.process()
EpochLambda
EpochLambda.process_final_train()
EpochLambda.process_final_validate()
EpochLambda.process_train()
EpochLambda.process_validate()
EpochLambda.reset()
ToDict
ToDict.eval()
ToDict.process_final_train()
ToDict.process_final_validate()
ToDict.process_train()
ToDict.process_validate()
ToDict.reset()
ToDict.train()
Mean
Mean.process()
Mean.process_final()
Mean.reset()
RunningMean
RunningMetric
RunningMetric.process_train()
RunningMetric.reset()
Std
Std.process_final()
Var
Var.process()
Var.process_final()
Var.reset()
DefaultAccuracy
DefaultAccuracy.eval()
DefaultAccuracy.process()
DefaultAccuracy.process_final()
DefaultAccuracy.reset()
DefaultAccuracy.train()
BinaryAccuracy
CategoricalAccuracy
TopKCategoricalAccuracy
MeanSquaredError
Loss
Epoch
RocAucScore
TimerMetric
TimerMetric.get_timings()
TimerMetric.on_backward()
TimerMetric.on_criterion()
TimerMetric.on_criterion_validation()
TimerMetric.on_end()
TimerMetric.on_end_epoch()
TimerMetric.on_end_training()
TimerMetric.on_end_validation()
TimerMetric.on_forward()
TimerMetric.on_forward_validation()
TimerMetric.on_sample()
TimerMetric.on_sample_validation()
TimerMetric.on_start()
TimerMetric.on_start_epoch()
TimerMetric.on_start_training()
TimerMetric.on_start_validation()
TimerMetric.on_step_training()
TimerMetric.on_step_validation()
TimerMetric.process()
TimerMetric.reset()
TimerMetric.update_time()
torchbearer
torchbearer.callbacks.callbacks
torchbearer.callbacks.checkpointers
torchbearer.callbacks.csv_logger
torchbearer.callbacks.early_stopping
torchbearer.callbacks.gradient_clipping
torchbearer.callbacks.imaging.imaging
torchbearer.callbacks.imaging.inside_cnns
torchbearer.callbacks.init
torchbearer.callbacks.printer
torchbearer.callbacks.tensor_board
torchbearer.callbacks.terminate_on_nan
torchbearer.callbacks.torch_scheduler
torchbearer.callbacks.weight_decay
torchbearer.cv_utils
torchbearer.metrics.aggregators
torchbearer.metrics.decorators
torchbearer.metrics.default
torchbearer.metrics.metrics
torchbearer.metrics.primitives
torchbearer.metrics.roc_auc_score
torchbearer.metrics.timer
torchbearer.metrics.wrappers
torchbearer.state