Index

_

__getitem__() (fifteen.data._protocols.MapDatasetProtocol method) (fifteen.data.MapDatasetProtocol method) __len__() (fifteen.data._protocols.MapDatasetProtocol method) (fifteen.data.MapDatasetProtocol method)

__post_init__() (fifteen.data._dataloader.DataLoader method) (fifteen.data._in_memory_dataloader.InMemoryDataLoader method) (fifteen.data.DataLoader method) (fifteen.data.InMemoryDataLoader method)

A

Array (in module fifteen.experiments._log_data) assert_exists() (fifteen.experiments._experiment.Experiment method) (fifteen.experiments.Experiment method)

assert_new() (fifteen.experiments._experiment.Experiment method) (fifteen.experiments.Experiment method)

C

cached_property (in module fifteen.experiments._experiment) clear() (fifteen.experiments._experiment.Experiment method) (fifteen.experiments.Experiment method) collate_fn (fifteen.data._dataloader.DataLoader attribute) (fifteen.data.DataLoader attribute)

CollateFunction (in module fifteen.data._dataloader) ContainedType (in module fifteen.data._protocols) counter (fifteen.utils._loop_metrics.LoopMetrics attribute) (fifteen.utils.LoopMetrics attribute) cycled_minibatches() (in module fifteen.data) (in module fifteen.data._cycled_minibatches)

D

data_dir (fifteen.experiments._experiment.Experiment attribute) (fifteen.experiments.Experiment attribute) DataLoader (class in fifteen.data) (class in fifteen.data._dataloader) DataLoaderProtocol (class in fifteen.data) (class in fifteen.data._protocols) dataset (fifteen.data._dataloader.DataLoader attribute) (fifteen.data._in_memory_dataloader.InMemoryDataLoader attribute) (fifteen.data.DataLoader attribute) (fifteen.data.InMemoryDataLoader attribute)

diff_dict_from_dataclasses() (in module fifteen.utils) (in module fifteen.utils._dataclass_utils) drop_last (fifteen.data._dataloader.DataLoader attribute) (fifteen.data._in_memory_dataloader.InMemoryDataLoader attribute) (fifteen.data.DataLoader attribute) (fifteen.data.InMemoryDataLoader attribute)

E

Experiment (class in fifteen.experiments) (class in fifteen.experiments._experiment)

F

fifteen module fifteen.data module fifteen.data._cycled_minibatches module fifteen.data._dataloader module fifteen.data._in_memory_dataloader module fifteen.data._prefetching_map module fifteen.data._protocols module fifteen.data._sharding_map module fifteen.experiments module fifteen.experiments._experiment module fifteen.experiments._log_data module

fifteen.utils module fifteen.utils._dataclass_utils module fifteen.utils._git module fifteen.utils._hcb_print module fifteen.utils._loop_metrics module fifteen.utils._pdb_safety_net module fifteen.utils._stopwatch module fifteen.utils._timestamp module fix_sharded_scalars() (fifteen.experiments._log_data.TensorboardLogData method) (fifteen.experiments.TensorboardLogData method) flattened_dict_from_dataclass() (in module fifteen.utils) (in module fifteen.utils._dataclass_utils)

G

generator (in module fifteen.utils._loop_metrics) get_git_commit_hash() (in module fifteen.utils) (in module fifteen.utils._git)

get_git_diff() (in module fifteen.utils) (in module fifteen.utils._git)

H

hcb_print() (in module fifteen.utils) (in module fifteen.utils._hcb_print)

histograms (fifteen.experiments._log_data.TensorboardLogData attribute) (fifteen.experiments.TensorboardLogData attribute)

I

InMemoryDataLoader (class in fifteen.data) (class in fifteen.data._in_memory_dataloader)

iterations_per_sec (fifteen.utils._loop_metrics.LoopMetrics attribute) (fifteen.utils.LoopMetrics attribute)

L

log() (fifteen.experiments._experiment.Experiment method) (fifteen.experiments.Experiment method) loop_metric_generator() (in module fifteen.utils) (in module fifteen.utils._loop_metrics)

LoopMetrics (class in fifteen.utils) (class in fifteen.utils._loop_metrics)

M

MapDatasetProtocol (class in fifteen.data) (class in fifteen.data._protocols) merge() (fifteen.experiments._log_data.TensorboardLogData method) (fifteen.experiments.TensorboardLogData method) merge_histograms() (fifteen.experiments._log_data.TensorboardLogData method) (fifteen.experiments.TensorboardLogData method) merge_scalars() (fifteen.experiments._log_data.TensorboardLogData method) (fifteen.experiments.TensorboardLogData method) minibatch_count() (fifteen.data._dataloader.DataLoader method) (fifteen.data._in_memory_dataloader.InMemoryDataLoader method) (fifteen.data._protocols.DataLoaderProtocol method) (fifteen.data.DataLoader method) (fifteen.data.DataLoaderProtocol method) (fifteen.data.InMemoryDataLoader method) minibatch_size (fifteen.data._dataloader.DataLoader attribute) (fifteen.data._in_memory_dataloader.InMemoryDataLoader attribute) (fifteen.data._protocols.DataLoaderProtocol attribute) (fifteen.data.DataLoader attribute) (fifteen.data.DataLoaderProtocol attribute) (fifteen.data.InMemoryDataLoader attribute) minibatches() (fifteen.data._dataloader.DataLoader method) (fifteen.data._in_memory_dataloader.InMemoryDataLoader method) (fifteen.data._protocols.DataLoaderProtocol method) (fifteen.data.DataLoader method) (fifteen.data.DataLoaderProtocol method) (fifteen.data.InMemoryDataLoader method)

module fifteen fifteen.data fifteen.data._cycled_minibatches fifteen.data._dataloader fifteen.data._in_memory_dataloader fifteen.data._prefetching_map fifteen.data._protocols fifteen.data._sharding_map fifteen.experiments fifteen.experiments._experiment fifteen.experiments._log_data fifteen.utils fifteen.utils._dataclass_utils fifteen.utils._git fifteen.utils._hcb_print fifteen.utils._loop_metrics fifteen.utils._pdb_safety_net fifteen.utils._stopwatch fifteen.utils._timestamp move() (fifteen.experiments._experiment.Experiment method) (fifteen.experiments.Experiment method)

N

num_workers (fifteen.data._dataloader.DataLoader attribute) (fifteen.data.DataLoader attribute)

P

pdb_safety_net() (in module fifteen.utils) (in module fifteen.utils._pdb_safety_net) prefetching_map() (in module fifteen.data) (in module fifteen.data._prefetching_map) prefix() (fifteen.experiments._log_data.TensorboardLogData method) (fifteen.experiments.TensorboardLogData method)

Pytree (in module fifteen.experiments._experiment) PyTreeType (in module fifteen.data._cycled_minibatches) (in module fifteen.data._dataloader) (in module fifteen.data._in_memory_dataloader) (in module fifteen.data._prefetching_map) (in module fifteen.data._sharding_map) PytreeType (in module fifteen.experiments._experiment)

R

range_with_metrics() (in module fifteen.utils) (in module fifteen.utils._loop_metrics) read_metadata() (fifteen.experiments._experiment.Experiment method) (fifteen.experiments.Experiment method)

restore_checkpoint() (fifteen.experiments._experiment.Experiment method) (fifteen.experiments.Experiment method)

S

sample_count (fifteen.data._in_memory_dataloader.InMemoryDataLoader attribute) (fifteen.data.InMemoryDataLoader attribute) save_checkpoint() (fifteen.experiments._experiment.Experiment method) (fifteen.experiments.Experiment method) Scalar (in module fifteen.experiments._log_data) scalars (fifteen.experiments._log_data.TensorboardLogData attribute) (fifteen.experiments.TensorboardLogData attribute)

sharding_map() (in module fifteen.data) (in module fifteen.data._sharding_map) SizedIterable (class in fifteen.data) (class in fifteen.data._protocols) stopwatch() (in module fifteen.utils) (in module fifteen.utils._stopwatch)

T

T (in module fifteen.data._dataloader) (in module fifteen.experiments._experiment) (in module fifteen.experiments._log_data) (in module fifteen.utils._dataclass_utils) TensorboardLogData (class in fifteen.experiments) (class in fifteen.experiments._log_data)

time_elapsed (fifteen.utils._loop_metrics.LoopMetrics attribute) (fifteen.utils.LoopMetrics attribute) timestamp() (in module fifteen.utils) (in module fifteen.utils._timestamp)

V

verbose (fifteen.experiments._experiment.Experiment attribute) (fifteen.experiments.Experiment attribute)

W

workers_state (fifteen.data._dataloader.DataLoader attribute) (fifteen.data.DataLoader attribute)

write_metadata() (fifteen.experiments._experiment.Experiment method) (fifteen.experiments.Experiment method)