Neural Pipeline
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A
AbstractMetric (class in neural_pipeline.train_config.train_config)
AbstractMonitor (class in neural_pipeline.monitoring)
AbstractStage (class in neural_pipeline.train_config.train_config)
add() (neural_pipeline.train_config.train_config.MetricsGroup method)
add_metric() (neural_pipeline.train_config.train_config.MetricsProcessor method)
add_metrics_group() (neural_pipeline.train_config.train_config.MetricsProcessor method)
add_monitor() (neural_pipeline.monitoring.MonitorHub method)
add_on_epoch_end_callback() (neural_pipeline.train.Trainer method)
add_stop_rule() (neural_pipeline.train.Trainer method)
C
calc() (neural_pipeline.train_config.train_config.AbstractMetric method)
(neural_pipeline.train_config.train_config.MetricsGroup method)
calc_metrics() (neural_pipeline.train_config.train_config.MetricsProcessor method)
close() (neural_pipeline.monitoring.LogMonitor method)
ComparableTrainConfig (class in neural_pipeline.train_config.train_config)
ConsoleMonitor (class in neural_pipeline.monitoring)
D
data_processor() (neural_pipeline.train.Trainer method)
DataProcessor (class in neural_pipeline.data_processor.data_processor)
DataProducer (class in neural_pipeline.data_producer.data_producer)
disable_best_states_saving() (neural_pipeline.train.Trainer method)
disable_hard_negative_mining() (neural_pipeline.train_config.train_config.TrainStage method)
E
enable_best_states_saving() (neural_pipeline.train.Trainer method)
enable_hard_negative_mining() (neural_pipeline.train_config.train_config.TrainStage method)
enable_lr_decaying() (neural_pipeline.train.Trainer method)
G
get_data() (neural_pipeline.data_producer.data_producer.DataProducer method)
get_final_metrics_file() (neural_pipeline.monitoring.LogMonitor method)
get_indices() (neural_pipeline.data_producer.data_producer.DataProducer method)
get_loader() (neural_pipeline.data_producer.data_producer.DataProducer method)
get_losses() (neural_pipeline.train_config.train_config.AbstractStage method)
(neural_pipeline.train_config.train_config.StandardStage method)
get_lr() (neural_pipeline.data_processor.data_processor.TrainDataProcessor method)
get_metric_for_compare() (neural_pipeline.train_config.train_config.ComparableTrainConfig method)
get_metrics() (neural_pipeline.train_config.train_config.MetricsProcessor method)
get_params() (neural_pipeline.train_config.train_config.ComparableTrainConfig method)
get_state() (neural_pipeline.data_processor.data_processor.TrainDataProcessor method)
get_train_config() (neural_pipeline.train_config.train_config.ComparableTrainConfig method)
get_values() (neural_pipeline.train_config.train_config.AbstractMetric method)
global_shuffle() (neural_pipeline.data_producer.data_producer.DataProducer method)
groups() (neural_pipeline.train_config.train_config.MetricsGroup method)
H
have_groups() (neural_pipeline.train_config.train_config.MetricsGroup method)
L
load() (neural_pipeline.data_processor.data_processor.DataProcessor method)
(neural_pipeline.data_processor.data_processor.TrainDataProcessor method)
load_weights() (neural_pipeline.data_processor.model.Model method)
LogMonitor (class in neural_pipeline.monitoring)
loss() (neural_pipeline.train_config.train_config.TrainConfig method)
M
max_val() (neural_pipeline.train_config.train_config.AbstractMetric static method)
metrics() (neural_pipeline.train_config.train_config.MetricsGroup method)
metrics_processor() (neural_pipeline.train_config.train_config.AbstractStage method)
(neural_pipeline.train_config.train_config.StandardStage method)
MetricsGroup (class in neural_pipeline.train_config.train_config)
MetricsGroup.MGException
MetricsProcessor (class in neural_pipeline.train_config.train_config)
min_val() (neural_pipeline.train_config.train_config.AbstractMetric static method)
Model (class in neural_pipeline.data_processor.model)
model() (neural_pipeline.data_processor.data_processor.DataProcessor method)
(neural_pipeline.data_processor.model.Model method)
Model.ModelException
MonitorHub (class in neural_pipeline.monitoring)
MPLMonitor (class in neural_pipeline.builtin.monitors.mpl)
N
name() (neural_pipeline.train_config.train_config.AbstractMetric method)
(neural_pipeline.train_config.train_config.AbstractStage method)
(neural_pipeline.train_config.train_config.MetricsGroup method)
neural_pipeline.builtin.models.albunet (module)
neural_pipeline.builtin.monitors.mpl (module)
neural_pipeline.builtin.monitors.tensorboard (module)
neural_pipeline.data_processor.data_processor (module)
neural_pipeline.data_processor.model (module)
neural_pipeline.data_producer.data_producer (module)
neural_pipeline.monitoring (module)
neural_pipeline.predict (module)
neural_pipeline.train (module)
neural_pipeline.train_config.train_config (module)
O
on_epoch_end() (neural_pipeline.train_config.train_config.AbstractStage method)
(neural_pipeline.train_config.train_config.StandardStage method)
(neural_pipeline.train_config.train_config.TrainStage method)
optimizer() (neural_pipeline.train_config.train_config.TrainConfig method)
P
pass_indices() (neural_pipeline.data_producer.data_producer.DataProducer method)
pin_memory() (neural_pipeline.data_producer.data_producer.DataProducer method)
predict() (neural_pipeline.data_processor.data_processor.DataProcessor method)
(neural_pipeline.data_processor.data_processor.TrainDataProcessor method)
(neural_pipeline.predict.Predictor method)
Predictor (class in neural_pipeline.predict)
process_batch() (neural_pipeline.data_processor.data_processor.TrainDataProcessor method)
R
realtime() (neural_pipeline.builtin.monitors.mpl.MPLMonitor method)
reset() (neural_pipeline.train_config.train_config.AbstractMetric method)
(neural_pipeline.train_config.train_config.MetricsGroup method)
reset_metrics() (neural_pipeline.train_config.train_config.MetricsProcessor method)
resnet101() (in module neural_pipeline.builtin.models.albunet)
resnet152() (in module neural_pipeline.builtin.models.albunet)
resnet18() (in module neural_pipeline.builtin.models.albunet)
resnet34() (in module neural_pipeline.builtin.models.albunet)
resnet50() (in module neural_pipeline.builtin.models.albunet)
resume() (neural_pipeline.train.Trainer method)
run() (neural_pipeline.train_config.train_config.AbstractStage method)
(neural_pipeline.train_config.train_config.StandardStage method)
(neural_pipeline.train_config.train_config.TrainStage method)
S
save_state() (neural_pipeline.data_processor.data_processor.DataProcessor method)
(neural_pipeline.data_processor.data_processor.TrainDataProcessor method)
save_weights() (neural_pipeline.data_processor.model.Model method)
set_checkpoints_manager() (neural_pipeline.data_processor.model.Model method)
set_data_preprocess() (neural_pipeline.data_processor.data_processor.TrainDataProcessor method)
set_epoch_num() (neural_pipeline.monitoring.AbstractMonitor method)
(neural_pipeline.monitoring.MonitorHub method)
(neural_pipeline.train.Trainer method)
set_indices() (neural_pipeline.data_producer.data_producer.DataProducer method)
set_pick_model_input() (neural_pipeline.data_processor.data_processor.DataProcessor method)
set_pick_target() (neural_pipeline.data_processor.data_processor.TrainDataProcessor method)
shuffle_datasets_order() (neural_pipeline.data_producer.data_producer.DataProducer method)
stages() (neural_pipeline.train_config.train_config.TrainConfig method)
StandardStage (class in neural_pipeline.train_config.train_config)
T
TensorboardMonitor (class in neural_pipeline.builtin.monitors.tensorboard)
to_device() (neural_pipeline.data_processor.model.Model method)
train() (neural_pipeline.train.Trainer method)
train_config() (neural_pipeline.train.Trainer method)
TrainConfig (class in neural_pipeline.train_config.train_config)
TrainDataProcessor (class in neural_pipeline.data_processor.data_processor)
TrainDataProcessor.TDPException
Trainer (class in neural_pipeline.train)
Trainer.TrainerException
TrainStage (class in neural_pipeline.train_config.train_config)
U
update_losses() (neural_pipeline.builtin.monitors.mpl.MPLMonitor method)
(neural_pipeline.builtin.monitors.tensorboard.TensorboardMonitor method)
(neural_pipeline.monitoring.AbstractMonitor method)
(neural_pipeline.monitoring.ConsoleMonitor method)
(neural_pipeline.monitoring.LogMonitor method)
(neural_pipeline.monitoring.MonitorHub method)
update_lr() (neural_pipeline.data_processor.data_processor.TrainDataProcessor method)
update_metrics() (neural_pipeline.builtin.monitors.mpl.MPLMonitor method)
(neural_pipeline.builtin.monitors.tensorboard.TensorboardMonitor method)
(neural_pipeline.monitoring.AbstractMonitor method)
(neural_pipeline.monitoring.LogMonitor method)
(neural_pipeline.monitoring.MonitorHub method)
update_scalar() (neural_pipeline.builtin.monitors.tensorboard.TensorboardMonitor method)
V
ValidationStage (class in neural_pipeline.train_config.train_config)
visualize_model() (neural_pipeline.builtin.monitors.tensorboard.TensorboardMonitor method)
W
write_final_metrics() (neural_pipeline.monitoring.LogMonitor method)
write_to_txt_log() (neural_pipeline.builtin.monitors.tensorboard.TensorboardMonitor method)
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