homura
Package Reference:
homura.metrics package
homura.modules package
homura.utils package
homura.vision package
homura
»
Index
Index
A
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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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H
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I
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K
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L
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M
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N
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O
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P
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R
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S
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T
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U
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V
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W
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X
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Z
A
accuracy() (in module homura.metrics.commons)
Adam() (in module homura.optim)
AdamW() (in module homura.optim)
add() (homura.reporters.ReporterList method)
add_audio() (homura.reporters.TensorboardReporter method)
add_figure() (homura.reporters.ReporterList method)
(homura.reporters.TensorboardReporter method)
add_histogram() (homura.reporters.ReporterList method)
(homura.reporters.TensorboardReporter method)
add_image() (homura.reporters.ReporterList method)
(homura.reporters.TensorboardReporter method)
add_scalar() (homura.reporters.TensorboardReporter method)
(homura.reporters.TQDMReporter method)
add_scalars() (homura.reporters.TensorboardReporter method)
(homura.reporters.TQDMReporter method)
add_text() (homura.reporters.ReporterList method)
(homura.reporters.TensorboardReporter method)
(homura.reporters.TQDMReporter method)
add_value() (homura.reporters.ReporterList method)
apply_bbox() (homura.vision.transforms.transform.ConcatTransform method)
(homura.vision.transforms.transform.NonGeometricTransformBase method)
(homura.vision.transforms.transform.TransformBase method)
apply_coords() (homura.vision.transforms.transform.CenterCrop method)
(homura.vision.transforms.transform.ConcatTransform method)
(homura.vision.transforms.transform.NonGeometricTransformBase method)
(homura.vision.transforms.transform.RandomCrop method)
(homura.vision.transforms.transform.RandomHorizontalFlip method)
(homura.vision.transforms.transform.RandomResize method)
(homura.vision.transforms.transform.RandomResizedCrop method)
(homura.vision.transforms.transform.RandomRotation method)
(homura.vision.transforms.transform.TransformBase method)
apply_image() (homura.vision.transforms.transform.CenterCrop method)
(homura.vision.transforms.transform.ColorJitter method)
(homura.vision.transforms.transform.ConcatTransform method)
(homura.vision.transforms.transform.Normalize method)
(homura.vision.transforms.transform.RandomCrop method)
(homura.vision.transforms.transform.RandomGrayScale method)
(homura.vision.transforms.transform.RandomHorizontalFlip method)
(homura.vision.transforms.transform.RandomResize method)
(homura.vision.transforms.transform.RandomResizedCrop method)
(homura.vision.transforms.transform.RandomRotation method)
(homura.vision.transforms.transform.TransformBase method)
apply_mask() (homura.vision.transforms.transform.ConcatTransform method)
(homura.vision.transforms.transform.GeometricTransformBase method)
(homura.vision.transforms.transform.NonGeometricTransformBase method)
(homura.vision.transforms.transform.RandomResize method)
(homura.vision.transforms.transform.RandomResizedCrop method)
(homura.vision.transforms.transform.RandomRotation method)
(homura.vision.transforms.transform.TransformBase method)
AttentionPool2d (class in homura.modules.attention)
available_registries() (homura.register.Registry class method)
B
BasicBlock (class in homura.vision.models.cifar_resnet)
binary_as_multiclass() (in module homura.metrics.segmentation)
Bottleneck (class in homura.vision.models.cifar_resnet)
C
cat_list() (in module homura.vision.data.segmentation)
CenterCrop (class in homura.vision.transforms.transform)
choices() (homura.register.Registry method)
cifar_resnet18() (in module homura.vision.models.cifar_resnet)
cifar_resnet50() (in module homura.vision.models.cifar_resnet)
CIFARDenseNet (class in homura.vision.models.densenet)
classwise_accuracy() (in module homura.metrics.commons)
classwise_iou() (in module homura.metrics.segmentation)
collate_fn (homura.vision.data.visionset.VisionSet attribute)
ColorJitter (class in homura.vision.transforms.transform)
ConcatTransform (class in homura.vision.transforms.transform)
confusion_matrix() (in module homura.metrics.commons)
CosineAnnealingWithWarmup() (in module homura.lr_scheduler)
cross_entropy_with_smoothing() (in module homura.modules.functional.loss)
cross_entropy_with_softlabels() (in module homura.modules.functional.loss)
custom_straight_through_estimator() (in module homura.modules.functional.grad_approximation)
CustomUNet (class in homura.vision.models.unet)
D
data_preprocess() (homura.trainers.SupervisedTrainer method)
(homura.trainers.TrainerBase method)
default_norm (homura.vision.data.visionset.VisionSet attribute)
default_test_da (homura.vision.data.visionset.VisionSet attribute)
default_train_da (homura.vision.data.visionset.VisionSet attribute)
densenet100() (in module homura.vision.models.densenet)
densenet40() (in module homura.vision.models.densenet)
det_collate_fn() (in module homura.vision.data.detection)
disable_default_handler() (in module homura.liblog)
disable_propagation() (in module homura.liblog)
distributed_print() (in module homura.utils.distributed)
distributed_ready_main() (in module homura.utils.distributed)
E
einsum() (in module homura.utils.backends)
EMA (class in homura.modules.ema)
ema_model() (homura.modules.ema.EMA property)
enable_accimage() (in module homura.utils.environment)
enable_default_handler() (in module homura.liblog)
enable_propagation() (in module homura.liblog)
ensure_tensor() (homura.vision.transforms.transform.TransformBase static method)
epoch() (homura.trainers.TrainerBase property)
epoch_range() (homura.trainers.TrainerBase method)
estimated() (homura.vision.data.statistics.PerChannelStatistics property)
exit() (homura.reporters.ReporterList method)
(homura.trainers.TrainerBase method)
expansion (homura.vision.models.cifar_resnet.BasicBlock attribute)
(homura.vision.models.cifar_resnet.Bottleneck attribute)
exponential_moving_average_() (in module homura.modules.ema)
ExponentialLR() (in module homura.lr_scheduler)
ExtendedVOCSegmentation (class in homura.vision.data.segmentation)
ExtraSVHN (class in homura.vision.data.classification)
F
f1_score() (in module homura.metrics.commons)
faiss_knn() (in module homura.modules.functional.knn)
false_negative() (in module homura.metrics.commons)
false_positive() (in module homura.metrics.commons)
flush() (homura.reporters.TQDMReporter method)
forward() (homura.modules.attention.AttentionPool2d method)
(homura.modules.attention.KeyValAttention method)
(homura.modules.discretization.GumbelSigmoid method)
(homura.modules.discretization.SemanticHashing method)
(homura.modules.discretization.StraightThroughEstimator method)
(homura.modules.ema.EMA method)
(homura.vision.models.cifar_resnet.BasicBlock method)
(homura.vision.models.cifar_resnet.Bottleneck method)
(homura.vision.models.cifar_resnet.PreactBasicBlock method)
(homura.vision.models.cifar_resnet.ResNet method)
(homura.vision.models.densenet.CIFARDenseNet method)
(homura.vision.models.unet.CustomUNet method)
from_batch() (homura.vision.data.statistics.PerChannelStatistics method)
from_directory() (homura.vision.data.statistics.PerChannelStatistics method)
G
GeometricTransformBase (class in homura.vision.transforms.transform)
get_args() (in module homura.utils.environment)
get_dataloader() (homura.vision.data.visionset.VisionSet method)
get_dataset() (homura.vision.data.visionset.VisionSet method)
get_environ() (in module homura.utils.environment)
get_git_hash() (in module homura.utils.environment)
get_global_rank() (in module homura.utils.distributed)
get_local_rank() (in module homura.utils.distributed)
get_logger() (in module homura.liblog)
get_num_nodes() (in module homura.utils.distributed)
get_params() (homura.vision.transforms.transform.RandomCrop method)
(homura.vision.transforms.transform.RandomHorizontalFlip method)
(homura.vision.transforms.transform.RandomResize method)
(homura.vision.transforms.transform.RandomResizedCrop method)
(homura.vision.transforms.transform.RandomRotation method)
(homura.vision.transforms.transform.TransformBase method)
get_verb_level() (in module homura.liblog)
get_world_size() (in module homura.utils.distributed)
gumbel_sigmoid() (in module homura.modules.functional.discretizations)
GumbelSigmoid (class in homura.modules.discretization)
H
help() (homura.register.Registry method)
history() (homura.reporters.ReporterList property)
(homura.trainers.TrainerBase property)
homura
module
homura.liblog
module
homura.lr_scheduler
module
homura.metrics
module
homura.metrics.commons
module
homura.metrics.generative
module
homura.metrics.segmentation
module
homura.modules
module
homura.modules.attention
module
homura.modules.discretization
module
homura.modules.ema
module
homura.modules.functional
module
homura.modules.functional.attention
module
homura.modules.functional.discretizations
module
homura.modules.functional.grad_approximation
module
homura.modules.functional.knn
module
homura.modules.functional.loss
module
homura.modules.loss
module
homura.optim
module
homura.register
module
homura.reporters
module
homura.trainers
module
homura.utils
module
homura.utils.backends
module
homura.utils.benchmarks
module
homura.utils.containers
module
homura.utils.distributed
module
homura.utils.environment
module
homura.utils.reproducibility
module
homura.vision
module
homura.vision.data
module
homura.vision.data.classification
module
homura.vision.data.detection
module
homura.vision.data.segmentation
module
homura.vision.data.statistics
module
homura.vision.data.visionset
module
homura.vision.models
module
homura.vision.models.cifar_resnet
module
homura.vision.models.densenet
module
homura.vision.models.unet
module
homura.vision.transforms
module
homura.vision.transforms.mixup
module
homura.vision.transforms.transform
module
I
if_is_master() (in module homura.utils.distributed)
ImageNet (class in homura.vision.data.classification)
import_modules() (homura.register.Registry static method)
init_distributed() (in module homura.utils.distributed)
initialization() (in module homura.vision.models.cifar_resnet)
initialize() (homura.vision.models.densenet.CIFARDenseNet method)
initialize_weights() (homura.modules.attention.AttentionPool2d method)
is_accimage_available() (in module homura.utils.environment)
is_cupy_available() (in module homura.utils.environment)
is_distributed() (in module homura.utils.distributed)
is_distributed_available() (in module homura.utils.distributed)
is_faiss_available() (in module homura.utils.environment)
is_horovod_available() (in module homura.utils.distributed)
is_master() (in module homura.utils.distributed)
is_opteinsum_available() (in module homura.utils.environment)
is_train() (homura.trainers.TrainerBase property)
iteration() (homura.trainers.SupervisedTrainer method)
(homura.trainers.TrainerBase method)
K
k_nearest_neighbor() (in module homura.modules.functional.knn)
KeyValAttention (class in homura.modules.attention)
kv_attention() (in module homura.modules.functional.attention)
L
LambdaLR() (in module homura.lr_scheduler)
load_state_dict() (homura.trainers.SupervisedTrainer method)
(homura.utils.containers.StepDict method)
log_once() (in module homura.liblog)
M
mean() (homura.vision.data.statistics.PerChannelStatistics property)
mean_iou() (in module homura.metrics.segmentation)
mixup() (in module homura.vision.transforms.mixup)
module
homura
homura.liblog
homura.lr_scheduler
homura.metrics
homura.metrics.commons
homura.metrics.generative
homura.metrics.segmentation
homura.modules
homura.modules.attention
homura.modules.discretization
homura.modules.ema
homura.modules.functional
homura.modules.functional.attention
homura.modules.functional.discretizations
homura.modules.functional.grad_approximation
homura.modules.functional.knn
homura.modules.functional.loss
homura.modules.loss
homura.optim
homura.register
homura.reporters
homura.trainers
homura.utils
homura.utils.backends
homura.utils.benchmarks
homura.utils.containers
homura.utils.distributed
homura.utils.environment
homura.utils.reproducibility
homura.vision
homura.vision.data
homura.vision.data.classification
homura.vision.data.detection
homura.vision.data.segmentation
homura.vision.data.statistics
homura.vision.data.visionset
homura.vision.models
homura.vision.models.cifar_resnet
homura.vision.models.densenet
homura.vision.models.unet
homura.vision.transforms
homura.vision.transforms.mixup
homura.vision.transforms.transform
MultiStepLR() (in module homura.lr_scheduler)
N
NonGeometricTransformBase (class in homura.vision.transforms.transform)
Normalize (class in homura.vision.transforms.transform)
num_classes (homura.vision.data.visionset.VisionSet attribute)
O
original_model() (homura.modules.ema.EMA property)
OriginalSVHN (class in homura.vision.data.classification)
override_iteration() (homura.trainers.TrainerBase method)
P
parameters() (homura.modules.ema.EMA method)
partial_mixup() (in module homura.vision.transforms.mixup)
PerChannelStatistics (class in homura.vision.data.statistics)
pixel_accuracy() (in module homura.metrics.segmentation)
PreactBasicBlock (class in homura.vision.models.cifar_resnet)
precision() (in module homura.metrics.commons)
print_once() (in module homura.liblog)
R
RandomCrop (class in homura.vision.transforms.transform)
RandomGrayScale (class in homura.vision.transforms.transform)
RandomHorizontalFlip (class in homura.vision.transforms.transform)
RandomResize (class in homura.vision.transforms.transform)
RandomResizedCrop (class in homura.vision.transforms.transform)
RandomRotation (class in homura.vision.transforms.transform)
recall() (in module homura.metrics.commons)
ReduceLROnPlateau() (in module homura.lr_scheduler)
register() (homura.register.Registry method)
register_from_dict() (homura.register.Registry method)
Registry (class in homura.register)
remove_difficult() (in module homura.vision.data.detection)
report() (homura.reporters.ReporterList method)
ReporterList (class in homura.reporters)
requires_grad_() (homura.modules.ema.EMA method)
ResNet (class in homura.vision.models.cifar_resnet)
resnet() (in module homura.vision.models.cifar_resnet)
resnet110() (in module homura.vision.models.cifar_resnet)
resnet20() (in module homura.vision.models.cifar_resnet)
resnet32() (in module homura.vision.models.cifar_resnet)
resnet56() (in module homura.vision.models.cifar_resnet)
resnext() (in module homura.vision.models.cifar_resnet)
resnext29_32x4d() (in module homura.vision.models.cifar_resnet)
resnext29_8x64d() (in module homura.vision.models.cifar_resnet)
RMSprop() (in module homura.optim)
root (homura.vision.data.visionset.VisionSet attribute)
run() (homura.trainers.TrainerBase method)
S
se_resnet20() (in module homura.vision.models.cifar_resnet)
se_resnet56() (in module homura.vision.models.cifar_resnet)
SEBasicBlock (class in homura.vision.models.cifar_resnet)
SEBottleneck (class in homura.vision.models.cifar_resnet)
seg_collate_fn() (in module homura.vision.data.segmentation)
semantic_hashing() (in module homura.modules.functional.discretizations)
SemanticHashing (class in homura.modules.discretization)
set_batch_size() (homura.reporters.ReporterList method)
set_deterministic() (in module homura.utils.reproducibility)
set_file_handler() (in module homura.liblog)
set_iterator() (homura.reporters.TQDMReporter method)
set_optimizer() (homura.trainers.TrainerBase method)
set_scheduler() (homura.trainers.TrainerBase method)
set_seed() (in module homura.utils.reproducibility)
set_tqdm_handler() (in module homura.liblog)
set_tqdm_stdout_stderr() (in module homura.liblog)
set_verb_level() (in module homura.liblog)
setup() (homura.vision.data.visionset.VisionSet method)
SGD() (in module homura.optim)
SmoothedCrossEntropy (class in homura.modules.loss)
SoftLabelCrossEntropy (class in homura.modules.loss)
specificity() (in module homura.metrics.commons)
state_dict() (homura.trainers.SupervisedTrainer method)
(homura.utils.containers.StepDict method)
stdev() (homura.vision.data.statistics.PerChannelStatistics property)
step() (homura.trainers.TrainerBase property)
(homura.utils.containers.StepDict method)
StepDict (class in homura.utils.containers)
StepLR() (in module homura.lr_scheduler)
straight_through_estimator() (in module homura.modules.functional.discretizations)
StraightThroughEstimator (class in homura.modules.discretization)
SupervisedTrainer (class in homura.trainers)
supported_target_types (homura.vision.transforms.transform.TransformBase attribute)
T
tensor_dataclass() (in module homura.utils.containers)
TensorboardReporter (class in homura.reporters)
TensorDataClass (class in homura.utils.containers)
TensorTuple (class in homura.utils.containers)
test() (homura.trainers.TrainerBase method)
test_loader() (homura.vision.data.visionset.VisionSet property)
timeit() (in module homura.utils.benchmarks)
to() (homura.utils.containers.TensorDataClass method)
(homura.utils.containers.TensorTuple method)
torch_knn() (in module homura.modules.functional.knn)
torch_to_xp() (in module homura.utils.backends)
tqdm() (in module homura.liblog)
TQDMReporter (class in homura.reporters)
train() (homura.trainers.TrainerBase method)
train_loader() (homura.vision.data.visionset.VisionSet property)
TrainerBase (class in homura.trainers)
training (homura.modules.attention.AttentionPool2d attribute)
(homura.modules.attention.KeyValAttention attribute)
(homura.modules.discretization.GumbelSigmoid attribute)
(homura.modules.discretization.SemanticHashing attribute)
(homura.modules.discretization.StraightThroughEstimator attribute)
(homura.modules.ema.EMA attribute)
(homura.modules.loss.SmoothedCrossEntropy attribute)
(homura.modules.loss.SoftLabelCrossEntropy attribute)
(homura.vision.models.cifar_resnet.BasicBlock attribute)
(homura.vision.models.cifar_resnet.Bottleneck attribute)
(homura.vision.models.cifar_resnet.PreactBasicBlock attribute)
(homura.vision.models.cifar_resnet.ResNet attribute)
(homura.vision.models.cifar_resnet.SEBasicBlock attribute)
(homura.vision.models.cifar_resnet.SEBottleneck attribute)
(homura.vision.models.cifar_resnet.TVResNet attribute)
(homura.vision.models.densenet.CIFARDenseNet attribute)
(homura.vision.models.unet.CustomUNet attribute)
TransformBase (class in homura.vision.transforms.transform)
true_negative() (in module homura.metrics.commons)
true_positive() (in module homura.metrics.commons)
tv_class (homura.vision.data.visionset.VisionSet attribute)
TVResNet (class in homura.vision.models.cifar_resnet)
U
unet() (in module homura.vision.models.unet)
V
val_loader() (homura.vision.data.visionset.VisionSet property)
VisionSet (class in homura.vision.data.visionset)
VisionSetProtocol (class in homura.vision.data.visionset)
VOCDetection (class in homura.vision.data.detection)
W
wide_resnet() (in module homura.vision.models.cifar_resnet)
wrn16_8() (in module homura.vision.models.cifar_resnet)
wrn28_10() (in module homura.vision.models.cifar_resnet)
wrn28_10_attention_pool() (in module homura.vision.models.cifar_resnet)
wrn28_2() (in module homura.vision.models.cifar_resnet)
wrn28_2_attention_pool() (in module homura.vision.models.cifar_resnet)
wrn40_2() (in module homura.vision.models.cifar_resnet)
X
xp_to_torch() (in module homura.utils.backends)
Z
zero_grad() (homura.utils.containers.StepDict method)