dlutils
First steps
dlutils
Batch provider - for parallel batch data processing
Checkpointer - saving/restoring of model/optimizers/schedulers/custom data
Run - helper for launching distributed parallel training
Download - module for downloading and unpacking files
Shuffle functions for ndarrays.
Decorator for measuring time
Utils for organizing epoch iterations, printing progress, computing average of losses.
Measures
Caching decorator
Async decorator
Processing a large tensor by chunking
Readers
dlutils
Docs
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Index
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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G
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J
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__float__() (dlutils.epoch.RunningMean method)
__iadd__() (dlutils.epoch.RunningMean method)
__len__() (dlutils.epoch.EpochRange method)
__next__() (dlutils.epoch.EpochRange method)
__str__() (dlutils.epoch.LossTracker method)
A
add() (dlutils.epoch.LossTracker method)
async_func() (in module dlutils)
auc() (in module dlutils.measures)
B
batch_provider() (in module dlutils)
block_process_2d() (in module dlutils)
C
cache (class in dlutils)
,
[1]
Checkpointer (class in dlutils)
Cifar10 (class in dlutils.reader)
cifar10() (in module dlutils.download)
Cifar100 (class in dlutils.reader)
cifar100() (in module dlutils.download)
D
dlutils.pytorch (module)
dlutils.pytorch.jacobian (module)
E
EpochRange (class in dlutils.epoch)
F
f1() (in module dlutils.measures)
f1_from_pr() (in module dlutils.measures)
f1_from_tp_fp_fn() (in module dlutils.measures)
fashion_mnist() (in module dlutils.download)
from_google_drive() (in module dlutils.download)
from_url() (in module dlutils.download)
G
get_images() (dlutils.reader.Cifar10 method)
(dlutils.reader.Cifar100 method)
(dlutils.reader.Mnist method)
get_labels() (dlutils.reader.Cifar10 method)
(dlutils.reader.Cifar100 method)
(dlutils.reader.Mnist method)
J
jacobian() (in module dlutils.pytorch.jacobian)
L
load() (dlutils.Checkpointer method)
LossTracker (class in dlutils.epoch)
M
Mnist (class in dlutils.reader)
mnist() (in module dlutils.download)
O
openset_f1() (in module dlutils.measures)
R
reset() (dlutils.epoch.LossTracker method)
run() (in module dlutils)
RunningMean (class in dlutils.epoch)
S
save() (dlutils.Checkpointer method)
shuffle_ndarray() (in module dlutils.shuffle)
shuffle_ndarrays_in_unison() (in module dlutils.shuffle)
T
tag_last_checkpoint() (dlutils.Checkpointer method)
timer() (in module dlutils.timer)