inferno
latest
Inferno
Installation
Installation via PyPi / pip / setup.py(Experimental)
Usage
Inferno Examples Gallery
Contributing
inferno
Credits
History
Bibliography
inferno
Docs
»
Index
Edit on GitHub
Index
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
K
|
L
|
M
|
N
|
O
|
P
|
R
|
S
|
T
|
U
|
V
|
W
|
Y
|
Z
A
Adam (class in inferno.extensions.optimizers.adam)
adapted_rand() (in module inferno.extensions.metrics.arand)
add() (inferno.io.transform.base.Compose method)
add_edge() (inferno.extensions.containers.graph.Graph method)
add_input_node() (inferno.extensions.containers.graph.Graph method)
add_node() (inferno.extensions.containers.graph.Graph method)
add_output_node() (inferno.extensions.containers.graph.Graph method)
add_to_dump_cache() (inferno.trainers.callbacks.essentials.DumpHDF5Every method)
AdditiveGaussianNoise (class in inferno.io.transform.image)
adjlist_dict_factory (inferno.extensions.containers.graph.NNGraph attribute)
AnnealedAdam (class in inferno.extensions.optimizers.annealed_adam)
apply() (inferno.trainers.callbacks.essentials.ParameterEMA method)
apply_model() (inferno.trainers.basic.Trainer method)
apply_model_and_loss() (inferno.trainers.basic.Trainer method)
apply_on_graph() (inferno.extensions.containers.graph.Graph method)
ArandError (class in inferno.extensions.metrics.arand)
ArandScore (class in inferno.extensions.metrics.arand)
As2D (class in inferno.extensions.layers.reshape)
As2DCriterion (class in inferno.extensions.criteria.core)
As3D (class in inferno.extensions.layers.reshape)
as_tuple_of_len() (in module inferno.utils.python_utils)
AsMatrix (class in inferno.extensions.layers.reshape)
assert_() (in module inferno.utils.exceptions)
assert_graph_is_valid() (inferno.extensions.containers.graph.Graph method)
assert_same_size() (in module inferno.utils.torch_utils)
assert_units_consistent() (inferno.utils.train_utils.Frequency method)
assert_value_consistent() (inferno.utils.train_utils.Frequency method)
AsTorchBatch (class in inferno.io.transform.generic)
ATTRIBUTES_TO_NOT_COPY (inferno.extensions.containers.graph.NNGraph attribute)
AutoLR (class in inferno.trainers.callbacks.scheduling)
AutoLRDecay (class in inferno.trainers.callbacks.scheduling)
AverageMeter (class in inferno.utils.train_utils)
B
BEGIN_OF_EPOCH (inferno.trainers.callbacks.base.CallbackEngine attribute)
BEGIN_OF_FIT (inferno.trainers.callbacks.base.CallbackEngine attribute)
BEGIN_OF_SAVE (inferno.trainers.callbacks.base.CallbackEngine attribute)
begin_of_save() (inferno.trainers.callbacks.essentials.PersistentSave method)
BEGIN_OF_TRAINING_ITERATION (inferno.trainers.callbacks.base.CallbackEngine attribute)
BEGIN_OF_TRAINING_RUN (inferno.trainers.callbacks.base.CallbackEngine attribute)
BEGIN_OF_VALIDATION_ITERATION (inferno.trainers.callbacks.base.CallbackEngine attribute)
BEGIN_OF_VALIDATION_RUN (inferno.trainers.callbacks.base.CallbackEngine attribute)
BiasInitFunction (class in inferno.extensions.initializers.base)
BinaryDilation (class in inferno.io.transform.image)
BinaryErosion (class in inferno.io.transform.image)
BinaryMorphology (class in inferno.io.transform.image)
bind_loader() (inferno.trainers.basic.Trainer method)
bind_model() (inferno.trainers.basic.Trainer method)
bind_trainer() (inferno.trainers.callbacks.base.Callback method)
(inferno.trainers.callbacks.base.CallbackEngine method)
BLACKLIST (inferno.io.box.cityscapes.Cityscapes attribute)
BNReLUConv2D (class in inferno.extensions.layers.convolutional)
BNReLUConv3D (class in inferno.extensions.layers.convolutional)
BNReLUDepthwiseConv2D (class in inferno.extensions.layers.convolutional)
build() (inferno.trainers.basic.Trainer class method)
build_criterion() (inferno.trainers.basic.Trainer method)
build_from() (inferno.trainers.callbacks.scheduling.DecaySpec class method)
(inferno.utils.train_utils.Frequency class method)
build_logger() (inferno.trainers.basic.Trainer method)
build_metric() (inferno.trainers.basic.Trainer method)
build_optimizer() (inferno.trainers.basic.Trainer method)
build_random_variables() (inferno.io.transform.base.Transform method)
(inferno.io.transform.image.AdditiveGaussianNoise method)
(inferno.io.transform.image.ElasticTransform method)
(inferno.io.transform.image.RandomCrop method)
(inferno.io.transform.image.RandomFlip method)
(inferno.io.transform.image.RandomGammaCorrection method)
(inferno.io.transform.image.RandomRotate method)
(inferno.io.transform.image.RandomSizedCrop method)
(inferno.io.transform.image.RandomTranspose method)
(inferno.io.transform.volume.RandomFlip3D method)
by_epoch (inferno.utils.train_utils.Frequency attribute)
by_iteration (inferno.utils.train_utils.Frequency attribute)
C
call() (inferno.trainers.callbacks.base.CallbackEngine method)
call_on_bias() (inferno.extensions.initializers.base.BiasInitFunction method)
(inferno.extensions.initializers.base.Initialization method)
(inferno.extensions.initializers.base.Initializer method)
call_on_tensor() (inferno.extensions.initializers.base.Initializer method)
(inferno.extensions.initializers.base.TensorInitFunction method)
(inferno.extensions.initializers.presets.Constant method)
call_on_weight() (inferno.extensions.initializers.base.Initialization method)
(inferno.extensions.initializers.base.Initializer method)
(inferno.extensions.initializers.base.WeightInitFunction method)
(inferno.extensions.initializers.presets.NormalWeights method)
Callback (class in inferno.trainers.callbacks.base)
CallbackEngine (class in inferno.trainers.callbacks.base)
callbacks (inferno.trainers.basic.Trainer attribute)
CamVid (class in inferno.io.box.camvid)
Cast (class in inferno.io.transform.generic)
cast() (inferno.io.transform.image.ElasticTransform method)
(inferno.trainers.basic.Trainer method)
Cat (class in inferno.extensions.layers.reshape)
CategoricalError (class in inferno.extensions.metrics.categorical)
CenterCrop (class in inferno.io.transform.image)
CentralSlice (class in inferno.io.transform.volume)
Cityscapes (class in inferno.io.box.cityscapes)
CLASS_WEIGHTS (inferno.io.box.camvid.CamVid attribute)
CLASSES (inferno.io.box.camvid.CamVid attribute)
(inferno.io.box.cityscapes.Cityscapes attribute)
ClassNotFoundError
clear_dump_cache() (inferno.trainers.callbacks.essentials.DumpHDF5Every method)
clear_payloads() (inferno.extensions.containers.graph.Graph method)
clear_random_variables() (inferno.io.transform.base.Transform method)
(inferno.io.transform.image.RandomCrop method)
clone() (inferno.io.volumetric.volume.VolumeLoader method)
CLUI (class in inferno.utils.train_utils)
compare() (inferno.utils.train_utils.Duration method)
Compose (class in inferno.io.transform.base)
compute_fan_in() (inferno.extensions.initializers.presets.NormalWeights method)
Concatenate (class in inferno.extensions.layers.reshape)
(class in inferno.io.core.concatenate)
console (inferno.trainers.basic.Trainer attribute)
Constant (class in inferno.extensions.initializers.presets)
Conv2D (class in inferno.extensions.layers.convolutional)
Conv3D (class in inferno.extensions.layers.convolutional)
ConvActivation (class in inferno.extensions.layers.convolutional)
ConvELU2D (class in inferno.extensions.layers.convolutional)
ConvELU3D (class in inferno.extensions.layers.convolutional)
ConvSELU2D (class in inferno.extensions.layers.convolutional)
ConvSELU3D (class in inferno.extensions.layers.convolutional)
ConvSigmoid2D (class in inferno.extensions.layers.convolutional)
ConvSigmoid3D (class in inferno.extensions.layers.convolutional)
cooldown_duration (inferno.trainers.callbacks.scheduling.AutoLR attribute)
copy() (inferno.extensions.containers.graph.NNGraph method)
cpu() (inferno.trainers.basic.Trainer method)
Criteria (class in inferno.extensions.criteria.core)
criterion (inferno.trainers.basic.Trainer attribute)
criterion_is_defined (inferno.trainers.basic.Trainer attribute)
cuda() (inferno.trainers.basic.Trainer method)
(inferno.utils.model_utils.ModelTester method)
current_learning_rate (inferno.trainers.basic.Trainer attribute)
D
debug_print() (inferno.trainers.callbacks.base.Callback method)
decay() (inferno.trainers.callbacks.scheduling.AutoLR method)
(inferno.trainers.callbacks.scheduling.ManualLR method)
DecaySpec (class in inferno.trainers.callbacks.scheduling)
DeconvELU2D (class in inferno.extensions.layers.convolutional)
DeconvELU3D (class in inferno.extensions.layers.convolutional)
defines_base_sequence() (in module inferno.io.core.data_utils)
delayed_keyboard_interrupt (class in inferno.utils.python_utils)
deprecated() (in module inferno.utils.python_utils)
DeviceError
DeviceTransfer (class in inferno.extensions.layers.device)
DilatedConvELU2D (class in inferno.extensions.layers.convolutional)
DilatedConvELU3D (class in inferno.extensions.layers.convolutional)
download() (inferno.io.box.camvid.CamVid method)
(inferno.io.box.cityscapes.Cityscapes method)
dtype (inferno.trainers.basic.Trainer attribute)
DTYPE_MAPPING (inferno.io.transform.base.DTypeMapping attribute)
DTypeError
DTypeMapping (class in inferno.io.transform.base)
dump() (inferno.trainers.callbacks.essentials.DumpHDF5Every method)
dump_every (inferno.trainers.callbacks.essentials.DumpHDF5Every attribute)
dump_now (inferno.trainers.callbacks.essentials.DumpHDF5Every attribute)
dump_state() (inferno.trainers.callbacks.essentials.DumpHDF5Every method)
dump_states() (inferno.trainers.callbacks.essentials.DumpHDF5Every method)
DumpHDF5Every (class in inferno.trainers.callbacks.essentials)
Duration (class in inferno.utils.train_utils)
duration_since_last_decay (inferno.trainers.callbacks.scheduling.AutoLR attribute)
duration_since_last_improvment (inferno.trainers.callbacks.scheduling.AutoLR attribute)
DYNAMIC_STATES (inferno.trainers.basic.Trainer attribute)
E
ElasticTransform (class in inferno.io.transform.image)
ELUWeightsZeroBias (class in inferno.extensions.initializers.presets)
END_OF_EPOCH (inferno.trainers.callbacks.base.CallbackEngine attribute)
END_OF_FIT (inferno.trainers.callbacks.base.CallbackEngine attribute)
END_OF_SAVE (inferno.trainers.callbacks.base.CallbackEngine attribute)
end_of_save() (inferno.trainers.callbacks.essentials.PersistentSave method)
END_OF_TRAINING_ITERATION (inferno.trainers.callbacks.base.CallbackEngine attribute)
end_of_training_iteration() (inferno.trainers.callbacks.essentials.DumpHDF5Every method)
(inferno.trainers.callbacks.essentials.NaNDetector method)
(inferno.trainers.callbacks.essentials.ParameterEMA method)
(inferno.trainers.callbacks.logging.tensorboard.TensorboardLogger method)
(inferno.trainers.callbacks.scheduling.AutoLR method)
(inferno.trainers.callbacks.scheduling.ManualLR method)
END_OF_TRAINING_RUN (inferno.trainers.callbacks.base.CallbackEngine attribute)
END_OF_VALIDATION_ITERATION (inferno.trainers.callbacks.base.CallbackEngine attribute)
END_OF_VALIDATION_RUN (inferno.trainers.callbacks.base.CallbackEngine attribute)
end_of_validation_run() (inferno.trainers.callbacks.essentials.DumpHDF5Every method)
(inferno.trainers.callbacks.essentials.SaveAtBestValidationScore method)
(inferno.trainers.callbacks.logging.tensorboard.TensorboardLogger method)
(inferno.trainers.callbacks.scheduling.AutoLR method)
epoch() (inferno.utils.train_utils.Frequency method)
epoch_count (inferno.trainers.basic.Trainer attribute)
eval_mode() (inferno.trainers.basic.Trainer method)
evaluate_metric_every() (inferno.trainers.basic.Trainer method)
evaluate_metric_now (inferno.trainers.basic.Trainer attribute)
evaluating_metric_every (inferno.trainers.basic.Trainer attribute)
every() (inferno.utils.train_utils.Frequency method)
extract_image() (in module inferno.io.box.cityscapes)
extract_images_from_batch() (inferno.trainers.callbacks.logging.tensorboard.TensorboardLogger method)
F
fetch_from_rejection_datasets() (inferno.io.core.zip.ZipReject method)
fetch_next_batch() (inferno.trainers.basic.Trainer method)
fit() (inferno.trainers.basic.Trainer method)
Flatten (class in inferno.extensions.layers.reshape)
flatten_samples() (in module inferno.utils.torch_utils)
forward() (inferno.extensions.containers.graph.Graph method)
(inferno.extensions.containers.sequential.Sequential2 method)
(inferno.extensions.criteria.core.As2DCriterion method)
(inferno.extensions.criteria.core.Criteria method)
(inferno.extensions.criteria.set_similarity_measures.SorensenDiceLoss method)
(inferno.extensions.layers.activations.SELU method)
(inferno.extensions.layers.convolutional.BNReLUConv2D method)
(inferno.extensions.layers.convolutional.BNReLUConv3D method)
(inferno.extensions.layers.convolutional.BNReLUDepthwiseConv2D method)
(inferno.extensions.layers.convolutional.ConvActivation method)
(inferno.extensions.layers.device.DeviceTransfer method)
(inferno.extensions.layers.device.OnDevice method)
(inferno.extensions.layers.reshape.As2D method)
(inferno.extensions.layers.reshape.As3D method)
(inferno.extensions.layers.reshape.Concatenate method)
(inferno.extensions.layers.reshape.ResizeAndConcatenate method)
(inferno.extensions.layers.reshape.SplitChannels method)
(inferno.extensions.layers.reshape.Sum method)
(inferno.extensions.layers.reshape.View method)
(inferno.extensions.metrics.arand.ArandError method)
(inferno.extensions.metrics.arand.ArandScore method)
(inferno.extensions.metrics.base.Metric method)
(inferno.extensions.metrics.categorical.CategoricalError method)
(inferno.extensions.metrics.categorical.IOU method)
(inferno.extensions.metrics.categorical.NegativeIOU method)
forward_through_node() (inferno.extensions.containers.graph.Graph method)
Frequency (class in inferno.utils.train_utils)
FrequencyTypeError
FrequencyValueError
from_iterable() (in module inferno.utils.python_utils)
from_string() (inferno.utils.train_utils.Frequency class method)
fromh5() (in module inferno.utils.io_utils)
G
generate_random_data() (in module inferno.utils.test_utils)
generate_random_dataloader() (in module inferno.utils.test_utils)
generate_random_dataset() (in module inferno.utils.test_utils)
get_camvid_loaders() (in module inferno.io.box.camvid)
get_cifar100_loaders() (in module inferno.io.box.cifar)
get_cifar10_loaders() (in module inferno.io.box.cifar)
get_cityscapes_loaders() (in module inferno.io.box.cityscapes)
get_config() (inferno.trainers.basic.Trainer method)
(inferno.trainers.callbacks.base.Callback method)
(inferno.trainers.callbacks.base.CallbackEngine method)
(inferno.trainers.callbacks.logging.tensorboard.TensorboardLogger method)
get_config_for_name() (in module inferno.utils.python_utils)
get_current_learning_rate() (inferno.trainers.basic.Trainer method)
get_file_path() (inferno.trainers.callbacks.essentials.DumpHDF5Every method)
get_filelist() (in module inferno.io.box.cityscapes)
get_image_and_label_roots() (inferno.io.box.cityscapes.Cityscapes method)
get_input() (inferno.utils.model_utils.ModelTester method)
get_instances() (inferno.trainers.callbacks.base.Callback class method)
get_loader_specs() (inferno.trainers.basic.Trainer method)
get_logger() (in module inferno.trainers.callbacks.logging)
,
[1]
get_matching_labelimage_file() (in module inferno.io.box.cityscapes)
get_module_for_nodes() (inferno.extensions.containers.graph.Graph method)
get_padding() (inferno.extensions.layers.convolutional.ConvActivation method)
get_parameters_for_nodes() (inferno.extensions.containers.graph.Graph method)
get_random_variable() (inferno.io.transform.base.Transform method)
get_state() (in module inferno.utils.train_utils)
(inferno.trainers.basic.Trainer method)
Graph (class in inferno.extensions.containers.graph)
graph (inferno.extensions.containers.graph.Graph attribute)
graph_is_valid (inferno.extensions.containers.graph.Graph attribute)
H
handler() (inferno.utils.python_utils.delayed_keyboard_interrupt method)
has_callable_attr() (in module inferno.utils.python_utils)
HDF5VolumeLoader (class in inferno.io.volumetric.volume)
I
image_function() (inferno.io.transform.image.AdditiveGaussianNoise method)
(inferno.io.transform.image.BinaryMorphology method)
(inferno.io.transform.image.CenterCrop method)
(inferno.io.transform.image.ElasticTransform method)
(inferno.io.transform.image.RandomCrop method)
(inferno.io.transform.image.RandomFlip method)
(inferno.io.transform.image.RandomGammaCorrection method)
(inferno.io.transform.image.RandomRotate method)
(inferno.io.transform.image.RandomSizedCrop method)
(inferno.io.transform.image.RandomTranspose method)
(inferno.io.transform.image.Scale method)
implements_sync_primitives() (in module inferno.io.core.data_utils)
in_cooldown (inferno.trainers.callbacks.scheduling.AutoLR attribute)
IndexSpec (class in inferno.io.core.base)
INF_STRINGS (inferno.trainers.basic.Trainer attribute)
inferno (module)
,
[1]
inferno.extensions (module)
inferno.extensions.containers (module)
,
[1]
inferno.extensions.containers.graph (module)
inferno.extensions.containers.sequential (module)
inferno.extensions.criteria (module)
,
[1]
inferno.extensions.criteria.core (module)
inferno.extensions.criteria.set_similarity_measures (module)
inferno.extensions.initializers (module)
,
[1]
inferno.extensions.initializers.base (module)
inferno.extensions.initializers.presets (module)
inferno.extensions.layers (module)
,
[1]
inferno.extensions.layers.activations (module)
inferno.extensions.layers.convolutional (module)
inferno.extensions.layers.device (module)
inferno.extensions.layers.reshape (module)
inferno.extensions.metrics (module)
,
[1]
inferno.extensions.metrics.arand (module)
inferno.extensions.metrics.base (module)
inferno.extensions.metrics.categorical (module)
inferno.extensions.optimizers (module)
,
[1]
inferno.extensions.optimizers.adam (module)
inferno.extensions.optimizers.annealed_adam (module)
inferno.inferno (module)
inferno.io (module)
,
[1]
inferno.io.box (module)
inferno.io.box.camvid (module)
inferno.io.box.cifar (module)
inferno.io.box.cityscapes (module)
inferno.io.core (module)
inferno.io.core.base (module)
inferno.io.core.concatenate (module)
inferno.io.core.data_utils (module)
inferno.io.core.zip (module)
inferno.io.transform (module)
inferno.io.transform.base (module)
inferno.io.transform.generic (module)
inferno.io.transform.image (module)
inferno.io.transform.volume (module)
inferno.io.volumetric (module)
inferno.io.volumetric.volume (module)
inferno.io.volumetric.volumetric_utils (module)
inferno.trainers (module)
,
[1]
inferno.trainers.basic (module)
inferno.trainers.callbacks (module)
,
[1]
inferno.trainers.callbacks.base (module)
inferno.trainers.callbacks.essentials (module)
inferno.trainers.callbacks.logging (module)
,
[1]
inferno.trainers.callbacks.logging.base (module)
inferno.trainers.callbacks.logging.tensorboard (module)
inferno.trainers.callbacks.scheduling (module)
inferno.utils (module)
,
[1]
inferno.utils.exceptions (module)
inferno.utils.io_utils (module)
inferno.utils.model_utils (module)
inferno.utils.python_utils (module)
inferno.utils.test_utils (module)
inferno.utils.torch_utils (module)
inferno.utils.train_utils (module)
Initialization (class in inferno.extensions.initializers.base)
Initializer (class in inferno.extensions.initializers.base)
initializes_bias() (inferno.extensions.initializers.base.Initializer class method)
initializes_weight() (inferno.extensions.initializers.base.Initializer class method)
input_nodes (inferno.extensions.containers.graph.Graph attribute)
IOU (class in inferno.extensions.metrics.categorical)
is_consistent (inferno.utils.train_utils.Frequency attribute)
is_cuda() (inferno.trainers.basic.Trainer method)
is_image_or_volume_tensor() (in module inferno.utils.torch_utils)
is_image_tensor() (in module inferno.utils.torch_utils)
is_label_image_or_volume_tensor() (in module inferno.utils.torch_utils)
is_label_image_tensor() (in module inferno.utils.torch_utils)
is_label_tensor() (in module inferno.utils.torch_utils)
is_label_volume_tensor() (in module inferno.utils.torch_utils)
is_listlike() (in module inferno.utils.python_utils)
is_matrix_tensor() (in module inferno.utils.torch_utils)
is_maybe_list_of() (in module inferno.utils.python_utils)
is_model_cuda() (in module inferno.utils.model_utils)
is_node_in_graph() (inferno.extensions.containers.graph.Graph method)
is_scalar_tensor() (in module inferno.utils.torch_utils)
is_significantly_less_than() (inferno.trainers.callbacks.scheduling.AutoLR static method)
is_sink_node() (inferno.extensions.containers.graph.Graph method)
is_source_node() (inferno.extensions.containers.graph.Graph method)
is_tensor() (in module inferno.utils.torch_utils)
is_volume_tensor() (in module inferno.utils.torch_utils)
iteration() (inferno.utils.train_utils.Frequency method)
iteration_count (inferno.trainers.basic.Trainer attribute)
K
KaimingNormalWeightsZeroBias (class in inferno.extensions.initializers.presets)
L
Label2OneHot (class in inferno.io.transform.generic)
label_to_long_tensor() (in module inferno.io.box.camvid)
label_to_pil_image() (in module inferno.io.box.camvid)
load() (inferno.trainers.basic.Trainer method)
load_() (inferno.trainers.basic.Trainer method)
load_model() (inferno.trainers.basic.Trainer method)
log_directory (inferno.trainers.basic.Trainer attribute)
(inferno.trainers.callbacks.logging.base.Logger attribute)
log_histogram() (inferno.trainers.callbacks.logging.tensorboard.TensorboardLogger method)
log_image_or_volume_batch() (inferno.trainers.callbacks.logging.tensorboard.TensorboardLogger method)
log_images() (inferno.trainers.callbacks.logging.tensorboard.TensorboardLogger method)
log_images_every (inferno.trainers.callbacks.logging.tensorboard.TensorboardLogger attribute)
log_images_now (inferno.trainers.callbacks.logging.tensorboard.TensorboardLogger attribute)
log_object() (inferno.trainers.callbacks.logging.tensorboard.TensorboardLogger method)
log_scalar() (inferno.trainers.callbacks.logging.tensorboard.TensorboardLogger method)
log_scalars_every (inferno.trainers.callbacks.logging.tensorboard.TensorboardLogger attribute)
log_scalars_now (inferno.trainers.callbacks.logging.tensorboard.TensorboardLogger attribute)
log_value() (inferno.utils.train_utils.NoLogger method)
Logger (class in inferno.trainers.callbacks.logging.base)
logger (inferno.trainers.basic.Trainer attribute)
M
maintain() (inferno.trainers.callbacks.essentials.ParameterEMA method)
maintain_monitor_moving_average() (inferno.trainers.callbacks.scheduling.AutoLR method)
make_dataset() (in module inferno.io.box.camvid)
(in module inferno.io.box.cityscapes)
make_sliding_windows() (inferno.io.volumetric.volume.VolumeLoader method)
make_transforms() (in module inferno.io.box.cityscapes)
ManualLR (class in inferno.trainers.callbacks.scheduling)
map_index() (inferno.io.core.concatenate.Concatenate method)
match() (inferno.trainers.callbacks.scheduling.DecaySpec method)
(inferno.trainers.callbacks.scheduling.ManualLR method)
(inferno.utils.train_utils.Duration method)
(inferno.utils.train_utils.Frequency method)
MEAN (inferno.io.box.camvid.CamVid attribute)
(inferno.io.box.cityscapes.Cityscapes attribute)
Metric (class in inferno.extensions.metrics.base)
metric (inferno.trainers.basic.Trainer attribute)
metric_is_defined (inferno.trainers.basic.Trainer attribute)
model (inferno.trainers.basic.Trainer attribute)
model_is_defined (inferno.trainers.basic.Trainer attribute)
ModelTester (class in inferno.utils.model_utils)
monitor_value_has_significantly_improved (inferno.trainers.callbacks.scheduling.AutoLR attribute)
MovingAverage (class in inferno.utils.train_utils)
N
NaNDetector (class in inferno.trainers.callbacks.essentials)
NATIVE_DTYPES (inferno.io.transform.image.ElasticTransform attribute)
NegativeIOU (class in inferno.extensions.metrics.categorical)
new() (inferno.trainers.callbacks.scheduling.DecaySpec method)
next_epoch() (inferno.trainers.basic.Trainer method)
next_iteration() (inferno.trainers.basic.Trainer method)
NNGraph (class in inferno.extensions.containers.graph)
node_dict_factory (inferno.extensions.containers.graph.NNGraph attribute)
NoLogger (class in inferno.utils.train_utils)
Normalize (class in inferno.io.transform.generic)
NormalizeRange (class in inferno.io.transform.generic)
NormalWeights (class in inferno.extensions.initializers.presets)
NotSetError
NotTorchModuleError
NotUnwrappableError
O
observe_state() (inferno.trainers.callbacks.logging.tensorboard.TensorboardLogger method)
observe_states() (inferno.trainers.callbacks.logging.tensorboard.TensorboardLogger method)
observe_training_and_validation_state() (inferno.trainers.callbacks.logging.tensorboard.TensorboardLogger method)
observe_training_and_validation_states() (inferno.trainers.callbacks.logging.tensorboard.TensorboardLogger method)
OnDevice (class in inferno.extensions.layers.device)
optimizer (inferno.trainers.basic.Trainer attribute)
optimizer_is_defined (inferno.trainers.basic.Trainer attribute)
OrthogonalWeightsZeroBias (class in inferno.extensions.initializers.presets)
out_of_patience (inferno.trainers.callbacks.scheduling.AutoLR attribute)
output_nodes (inferno.extensions.containers.graph.Graph attribute)
P
pad_volume() (inferno.io.volumetric.volume.VolumeLoader method)
ParameterEMA (class in inferno.trainers.callbacks.essentials)
parse_data_slice() (in module inferno.io.volumetric.volumetric_utils)
patience (inferno.trainers.callbacks.scheduling.AutoLR attribute)
PersistentSave (class in inferno.trainers.callbacks.essentials)
PILImage2NumPyArray (class in inferno.io.transform.image)
POOL_MODE_MAPPING (inferno.extensions.layers.reshape.ResizeAndConcatenate attribute)
PoolCat (class in inferno.extensions.layers.reshape)
PREFERRED_DTYPE (inferno.io.transform.image.ElasticTransform attribute)
print() (inferno.trainers.basic.Trainer method)
print_tensor() (in module inferno.utils.io_utils)
Project (class in inferno.io.transform.generic)
R
RandomCrop (class in inferno.io.transform.image)
RandomFlip (class in inferno.io.transform.image)
RandomFlip3D (class in inferno.io.transform.volume)
RandomGammaCorrection (class in inferno.io.transform.image)
RandomRotate (class in inferno.io.transform.image)
RandomSizedCrop (class in inferno.io.transform.image)
RandomTranspose (class in inferno.io.transform.image)
rebind_trainer_to_all_callbacks() (inferno.trainers.callbacks.base.CallbackEngine method)
record_validation_results() (inferno.trainers.basic.Trainer method)
register_callback() (inferno.trainers.basic.Trainer method)
(inferno.trainers.callbacks.base.CallbackEngine method)
register_instance() (inferno.trainers.callbacks.base.Callback class method)
register_new_trigger() (inferno.trainers.callbacks.base.CallbackEngine method)
relative_change (inferno.utils.train_utils.MovingAverage attribute)
remove() (inferno.io.transform.base.Compose method)
reset() (inferno.utils.train_utils.AverageMeter method)
(inferno.utils.train_utils.MovingAverage method)
ResizeAndConcatenate (class in inferno.extensions.layers.reshape)
restart_generators() (inferno.trainers.basic.Trainer method)
robust_len() (in module inferno.utils.python_utils)
S
save() (inferno.trainers.basic.Trainer method)
save_at_best_validation_score() (inferno.trainers.basic.Trainer method)
save_directory (inferno.trainers.basic.Trainer attribute)
save_every() (inferno.trainers.basic.Trainer method)
save_model() (inferno.trainers.basic.Trainer method)
save_now (inferno.trainers.basic.Trainer attribute)
save_to_directory() (inferno.trainers.basic.Trainer method)
SaveAtBestValidationScore (class in inferno.trainers.callbacks.essentials)
saving_every (inferno.trainers.basic.Trainer attribute)
Scale (class in inferno.io.transform.image)
SELU (class in inferno.extensions.layers.activations)
selu() (inferno.extensions.layers.activations.SELU static method)
SELUWeightsZeroBias (class in inferno.extensions.initializers.presets)
Sequential1 (class in inferno.extensions.containers.sequential)
Sequential2 (class in inferno.extensions.containers.sequential)
set_config() (inferno.trainers.basic.Trainer method)
(inferno.trainers.callbacks.base.Callback method)
(inferno.trainers.callbacks.base.CallbackEngine method)
set_log_directory() (inferno.trainers.basic.Trainer method)
(inferno.trainers.callbacks.logging.base.Logger method)
set_max_num_epochs() (inferno.trainers.basic.Trainer method)
set_max_num_iterations() (inferno.trainers.basic.Trainer method)
set_precision() (inferno.trainers.basic.Trainer method)
set_random_variable() (inferno.io.transform.base.Transform method)
set_state() (in module inferno.utils.train_utils)
set_target_batch_dim() (inferno.trainers.basic.Trainer method)
ShapeError
slidingwindowslices() (in module inferno.io.volumetric.volumetric_utils)
slidingwindowslices_depr() (in module inferno.io.volumetric.volumetric_utils)
SorensenDiceLoss (class in inferno.extensions.criteria.set_similarity_measures)
split_batch() (inferno.trainers.basic.Trainer method)
SPLIT_NAME_MAPPING (inferno.io.box.camvid.CamVid attribute)
(inferno.io.box.cityscapes.Cityscapes attribute)
SplitChannels (class in inferno.extensions.layers.reshape)
STD (inferno.io.box.camvid.CamVid attribute)
(inferno.io.box.cityscapes.Cityscapes attribute)
step() (inferno.extensions.optimizers.adam.Adam method)
(inferno.extensions.optimizers.annealed_adam.AnnealedAdam method)
stop_fitting() (inferno.trainers.basic.Trainer method)
StridedConvELU2D (class in inferno.extensions.layers.convolutional)
StridedConvELU3D (class in inferno.extensions.layers.convolutional)
Sum (class in inferno.extensions.layers.reshape)
sync_datasets() (inferno.io.core.zip.Zip method)
sync_with() (inferno.io.core.base.SyncableDataset method)
(inferno.io.core.zip.Zip method)
SyncableDataset (class in inferno.io.core.base)
T
target_batch_dim (inferno.trainers.basic.Trainer attribute)
tensor_function() (inferno.io.transform.generic.AsTorchBatch method)
(inferno.io.transform.generic.Cast method)
(inferno.io.transform.generic.Label2OneHot method)
(inferno.io.transform.generic.Normalize method)
(inferno.io.transform.generic.NormalizeRange method)
(inferno.io.transform.generic.Project method)
(inferno.io.transform.image.PILImage2NumPyArray method)
TensorboardLogger (class in inferno.trainers.callbacks.logging.tensorboard)
TensorInitFunction (class in inferno.extensions.initializers.base)
TIFVolumeLoader (class in inferno.io.volumetric.volume)
to_device() (inferno.extensions.containers.graph.Graph method)
(inferno.trainers.basic.Trainer method)
to_iterable() (in module inferno.utils.python_utils)
toggle_debug() (inferno.trainers.callbacks.base.Callback method)
toh5() (in module inferno.utils.io_utils)
train_for() (inferno.trainers.basic.Trainer method)
train_loader (inferno.trainers.basic.Trainer attribute)
train_mode() (inferno.trainers.basic.Trainer method)
Trainer (class in inferno.trainers.basic)
trainer (inferno.trainers.callbacks.base.Callback attribute)
trainer_is_bound (inferno.trainers.callbacks.base.CallbackEngine attribute)
transfer_module() (inferno.extensions.layers.device.OnDevice method)
Transform (class in inferno.io.transform.base)
TRIGGERS (inferno.trainers.callbacks.base.CallbackEngine attribute)
U
unbind_trainer() (inferno.trainers.callbacks.base.Callback method)
(inferno.trainers.callbacks.base.CallbackEngine method)
uncast() (inferno.io.transform.image.ElasticTransform method)
UNIT_PRIORITY (inferno.utils.train_utils.Frequency attribute)
units (inferno.utils.train_utils.Frequency attribute)
unwrap() (in module inferno.utils.torch_utils)
update() (inferno.utils.train_utils.AverageMeter method)
(inferno.utils.train_utils.MovingAverage method)
update_state() (inferno.trainers.basic.Trainer method)
update_state_from_dictionary() (inferno.trainers.basic.Trainer method)
update_state_from_model_state_hooks() (inferno.trainers.basic.Trainer method)
V
VALID_LAYERS (inferno.extensions.initializers.base.Initializer attribute)
VALID_UNIT_NAME_MAPPING (inferno.utils.train_utils.Frequency attribute)
validate_as_shape() (inferno.extensions.layers.reshape.View method)
validate_every() (inferno.trainers.basic.Trainer method)
validate_for() (inferno.trainers.basic.Trainer method)
validate_loader (inferno.trainers.basic.Trainer attribute)
validate_now (inferno.trainers.basic.Trainer attribute)
validating_every (inferno.trainers.basic.Trainer attribute)
value (inferno.utils.train_utils.Frequency attribute)
verify_batch() (inferno.trainers.basic.Trainer method)
View (class in inferno.extensions.layers.reshape)
volume_function() (inferno.io.transform.volume.CentralSlice method)
(inferno.io.transform.volume.RandomFlip3D method)
(inferno.io.transform.volume.VolumeAsymmetricCrop method)
(inferno.io.transform.volume.VolumeCenterCrop method)
VolumeAsymmetricCrop (class in inferno.io.transform.volume)
VolumeCenterCrop (class in inferno.io.transform.volume)
VolumeLoader (class in inferno.io.volumetric.volume)
W
WeightInitFunction (class in inferno.extensions.initializers.base)
where() (in module inferno.utils.torch_utils)
wrap_batch() (inferno.trainers.basic.Trainer method)
writer (inferno.trainers.callbacks.logging.tensorboard.TensorboardLogger attribute)
Y
yaml2dict() (in module inferno.utils.io_utils)
Z
Zip (class in inferno.io.core.zip)
ZipReject (class in inferno.io.core.zip)
Read the Docs
v: latest
Versions
latest
stable
super-dev
dev
Downloads
pdf
htmlzip
epub
On Read the Docs
Project Home
Builds
Free document hosting provided by
Read the Docs
.