Classy Vision
Tutorials
API Reference
GitHub
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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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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__call__() (classy_vision.dataset.transforms.ApplyTransformToKey method)
(classy_vision.dataset.transforms.ClassyTransform method)
(classy_vision.dataset.transforms.GenericImageTransform method)
(classy_vision.dataset.transforms.ImagenetAugmentTransform method)
(classy_vision.dataset.transforms.ImagenetNoAugmentTransform method)
(classy_vision.dataset.transforms.LightingTransform method)
(classy_vision.dataset.transforms.TupleToMapTransform method)
(classy_vision.models.ClassyModelWrapper method)
(classy_vision.optim.param_scheduler.ParamScheduler method)
__init__() (classy_vision.dataset.CIFARDataset method)
(classy_vision.dataset.ClassyDataset method)
(classy_vision.dataset.ClassyVideoDataset method)
(classy_vision.dataset.DataloaderAsyncGPUWrapper method)
(classy_vision.dataset.DataloaderLimitWrapper method)
(classy_vision.dataset.DataloaderSkipNoneWrapper method)
(classy_vision.dataset.DataloaderWrapper method)
(classy_vision.dataset.HMDB51Dataset method)
(classy_vision.dataset.ImagePathDataset method)
(classy_vision.dataset.Kinetics400Dataset method)
(classy_vision.dataset.SyntheticImageDataset method)
(classy_vision.dataset.SyntheticImageStreamingDataset method)
(classy_vision.dataset.SyntheticVideoDataset method)
(classy_vision.dataset.transforms.ApplyTransformToKey method)
(classy_vision.dataset.transforms.GenericImageTransform method)
(classy_vision.dataset.transforms.ImagenetAugmentTransform method)
(classy_vision.dataset.transforms.ImagenetNoAugmentTransform method)
(classy_vision.dataset.transforms.LightingTransform method)
(classy_vision.dataset.transforms.TupleToMapTransform method)
(classy_vision.dataset.UCF101Dataset method)
(classy_vision.heads.ClassyHead method)
(classy_vision.heads.FullyConnectedHead method)
(classy_vision.heads.FullyConvolutionalLinearHead method)
(classy_vision.heads.VisionTransformerHead method)
(classy_vision.hooks.CheckpointHook method)
(classy_vision.hooks.ClassyHook method)
(classy_vision.hooks.ExponentialMovingAverageModelHook method)
(classy_vision.hooks.LossLrMeterLoggingHook method)
(classy_vision.hooks.ModelComplexityHook method)
(classy_vision.hooks.ModelTensorboardHook method)
(classy_vision.hooks.OutputCSVHook method)
(classy_vision.hooks.PreciseBatchNormHook method)
(classy_vision.hooks.ProgressBarHook method)
(classy_vision.hooks.TensorboardPlotHook method)
(classy_vision.hooks.TorchscriptHook method)
(classy_vision.hooks.VisdomHook method)
(classy_vision.losses.BarronLoss method)
(classy_vision.losses.ClassyLoss method)
(classy_vision.losses.LabelSmoothingCrossEntropyLoss method)
(classy_vision.losses.MultiOutputSumLoss method)
(classy_vision.losses.SoftTargetCrossEntropyLoss method)
(classy_vision.losses.SumArbitraryLoss method)
(classy_vision.meters.AccuracyMeter method)
(classy_vision.meters.ClassyMeter method)
(classy_vision.meters.PrecisionAtKMeter method)
(classy_vision.meters.RecallAtKMeter method)
(classy_vision.meters.VideoAccuracyMeter method)
(classy_vision.models.AnyNet method)
(classy_vision.models.ClassyBlock method)
(classy_vision.models.ClassyModel method)
(classy_vision.models.ClassyModelWrapper method)
(classy_vision.models.DenseNet method)
(classy_vision.models.EfficientNet method)
(classy_vision.models.MLP method)
(classy_vision.models.RegNet method)
(classy_vision.models.ResNet method)
(classy_vision.models.ResNeXt method)
(classy_vision.models.ResNeXt3D method)
(classy_vision.models.SqueezeAndExcitationLayer method)
(classy_vision.models.VisionTransformer method)
(classy_vision.optim.Adam method)
(classy_vision.optim.AdamW method)
(classy_vision.optim.ClassyOptimizer method)
(classy_vision.optim.param_scheduler.ClassyParamScheduler method)
(classy_vision.optim.param_scheduler.CompositeParamScheduler method)
(classy_vision.optim.RMSProp method)
(classy_vision.optim.RMSPropTF method)
(classy_vision.optim.SGD method)
(classy_vision.optim.ZeRO method)
(classy_vision.tasks.ClassificationTask method)
(classy_vision.tasks.ClassyTask method)
(classy_vision.tasks.FineTuningTask method)
A
AccuracyMeter (class in classy_vision.meters)
Adam (class in classy_vision.optim)
AdamW (class in classy_vision.optim)
advance_phase() (classy_vision.tasks.ClassificationTask method)
AnyNet (class in classy_vision.models)
ApplyTransformToKey (class in classy_vision.dataset.transforms)
attachable_block_names (classy_vision.models.ClassyModel property)
B
BarronLoss (class in classy_vision.losses)
build_dataloader_from_dataset() (classy_vision.tasks.ClassificationTask method)
build_dataloaders_for_current_phase() (classy_vision.tasks.ClassificationTask method)
build_dataset() (in module classy_vision.dataset)
build_head() (in module classy_vision.heads)
build_hook() (in module classy_vision.hooks)
build_loss() (in module classy_vision.losses)
build_meter() (in module classy_vision.meters)
build_model() (in module classy_vision.models)
build_optimizer() (in module classy_vision.optim)
build_param_scheduler() (in module classy_vision.optim.param_scheduler)
build_task() (in module classy_vision.tasks)
build_transform() (in module classy_vision.dataset.transforms)
build_transforms() (in module classy_vision.dataset.transforms)
C
CheckpointHook (class in classy_vision.hooks)
CIFARDataset (class in classy_vision.dataset)
ClassificationTask (class in classy_vision.tasks)
classy_vision.dataset
module
classy_vision.dataset.transforms
module
,
[1]
classy_vision.heads
module
classy_vision.hooks
module
classy_vision.losses
module
classy_vision.meters
module
classy_vision.models
module
classy_vision.optim
module
classy_vision.optim.param_scheduler
module
classy_vision.tasks
module
classy_vision.trainer
module
ClassyBlock (class in classy_vision.models)
ClassyDataset (class in classy_vision.dataset)
ClassyHead (class in classy_vision.heads)
ClassyHook (class in classy_vision.hooks)
ClassyHookFunctions (class in classy_vision.hooks)
ClassyLoss (class in classy_vision.losses)
ClassyMeter (class in classy_vision.meters)
ClassyModel (class in classy_vision.models)
ClassyModelHeadExecutorWrapper (class in classy_vision.models)
ClassyModelWrapper (class in classy_vision.models)
ClassyOptimizer (class in classy_vision.optim)
ClassyParamScheduler (class in classy_vision.optim.param_scheduler)
ClassyTask (class in classy_vision.tasks)
ClassyTrainer (class in classy_vision.trainer)
ClassyTransform (class in classy_vision.dataset.transforms)
ClassyVideoDataset (class in classy_vision.dataset)
CompositeParamScheduler (class in classy_vision.optim.param_scheduler)
compute_valid_targets() (classy_vision.losses.LabelSmoothingCrossEntropyLoss method)
ConstantParamScheduler (class in classy_vision.optim.param_scheduler)
CosineParamScheduler (class in classy_vision.optim.param_scheduler)
create_data_iterators() (classy_vision.tasks.ClassificationTask method)
D
DataloaderAsyncGPUWrapper (class in classy_vision.dataset)
DataloaderLimitWrapper (class in classy_vision.dataset)
DataloaderSkipNoneWrapper (class in classy_vision.dataset)
DataloaderWrapper (class in classy_vision.dataset)
DenseNet (class in classy_vision.models)
DistributedTrainer (class in classy_vision.trainer)
done_training() (classy_vision.tasks.ClassificationTask method)
(classy_vision.tasks.ClassyTask method)
E
EfficientNet (class in classy_vision.models)
EPOCH (classy_vision.optim.param_scheduler.UpdateInterval attribute)
eval_phase_idx (classy_vision.tasks.ClassificationTask property)
eval_step() (classy_vision.tasks.ClassificationTask method)
(classy_vision.tasks.ClassyTask method)
ExponentialMovingAverageModelHook (class in classy_vision.hooks)
extract_features() (classy_vision.models.ClassyModel method)
F
FineTuningTask (class in classy_vision.tasks)
forward() (classy_vision.heads.ClassyHead method)
(classy_vision.heads.FullyConnectedHead method)
(classy_vision.heads.FullyConvolutionalLinearHead method)
(classy_vision.heads.IdentityHead method)
(classy_vision.heads.VisionTransformerHead method)
(classy_vision.losses.BarronLoss method)
(classy_vision.losses.ClassyLoss method)
(classy_vision.losses.LabelSmoothingCrossEntropyLoss method)
(classy_vision.losses.MultiOutputSumLoss method)
(classy_vision.losses.SoftTargetCrossEntropyLoss method)
(classy_vision.losses.SumArbitraryLoss method)
(classy_vision.models.AnyNet method)
(classy_vision.models.ClassyBlock method)
(classy_vision.models.ClassyModel method)
(classy_vision.models.DenseNet method)
(classy_vision.models.EfficientNet method)
(classy_vision.models.MLP method)
(classy_vision.models.RegNet method)
(classy_vision.models.ResNeXt method)
(classy_vision.models.SqueezeAndExcitationLayer method)
(classy_vision.models.VisionTransformer method)
from_config() (classy_vision.dataset.CIFARDataset class method)
(classy_vision.dataset.ClassyDataset class method)
(classy_vision.dataset.HMDB51Dataset class method)
(classy_vision.dataset.ImagePathDataset class method)
(classy_vision.dataset.Kinetics400Dataset class method)
(classy_vision.dataset.SyntheticImageDataset class method)
(classy_vision.dataset.SyntheticImageStreamingDataset class method)
(classy_vision.dataset.SyntheticVideoDataset class method)
(classy_vision.dataset.UCF101Dataset class method)
(classy_vision.heads.ClassyHead class method)
(classy_vision.heads.FullyConnectedHead class method)
(classy_vision.heads.FullyConvolutionalLinearHead class method)
(classy_vision.heads.IdentityHead class method)
(classy_vision.heads.VisionTransformerHead class method)
(classy_vision.hooks.ModelTensorboardHook class method)
(classy_vision.hooks.TensorboardPlotHook class method)
(classy_vision.losses.BarronLoss class method)
(classy_vision.losses.ClassyLoss class method)
(classy_vision.losses.LabelSmoothingCrossEntropyLoss class method)
(classy_vision.losses.MultiOutputSumLoss class method)
(classy_vision.losses.SoftTargetCrossEntropyLoss class method)
(classy_vision.losses.SumArbitraryLoss class method)
(classy_vision.meters.AccuracyMeter class method)
(classy_vision.meters.ClassyMeter class method)
(classy_vision.meters.PrecisionAtKMeter class method)
(classy_vision.meters.RecallAtKMeter class method)
(classy_vision.meters.VideoAccuracyMeter class method)
(classy_vision.models.AnyNet class method)
(classy_vision.models.ClassyModel class method)
(classy_vision.models.DenseNet class method)
(classy_vision.models.EfficientNet class method)
(classy_vision.models.MLP class method)
(classy_vision.models.RegNet class method)
(classy_vision.models.ResNeXt class method)
(classy_vision.models.ResNeXt3D class method)
(classy_vision.models.VisionTransformer class method)
(classy_vision.optim.Adam class method)
(classy_vision.optim.AdamW class method)
(classy_vision.optim.ClassyOptimizer class method)
(classy_vision.optim.param_scheduler.ClassyParamScheduler class method)
(classy_vision.optim.param_scheduler.CompositeParamScheduler class method)
(classy_vision.optim.param_scheduler.ConstantParamScheduler class method)
(classy_vision.optim.param_scheduler.CosineParamScheduler class method)
(classy_vision.optim.param_scheduler.LinearParamScheduler class method)
(classy_vision.optim.param_scheduler.MultiStepParamScheduler class method)
(classy_vision.optim.param_scheduler.PolynomialDecayParamScheduler class method)
(classy_vision.optim.param_scheduler.StepParamScheduler class method)
(classy_vision.optim.param_scheduler.StepWithFixedGammaParamScheduler class method)
(classy_vision.optim.param_scheduler.UpdateInterval class method)
(classy_vision.optim.RMSProp class method)
(classy_vision.optim.RMSPropTF class method)
(classy_vision.optim.SGD class method)
(classy_vision.optim.ZeRO class method)
(classy_vision.tasks.ClassificationTask class method)
(classy_vision.tasks.ClassyTask class method)
(classy_vision.tasks.FineTuningTask class method)
from_model() (classy_vision.models.ClassyModel class method)
FullyConnectedHead (class in classy_vision.heads)
FullyConvolutionalLinearHead (class in classy_vision.heads)
G
GenericImageTransform (class in classy_vision.dataset.transforms)
get_batchsize_per_replica() (classy_vision.dataset.ClassyDataset method)
(classy_vision.tasks.ClassificationTask method)
get_classy_state() (classy_vision.hooks.ClassyHook method)
(classy_vision.losses.ClassyLoss method)
(classy_vision.meters.AccuracyMeter method)
(classy_vision.meters.ClassyMeter method)
(classy_vision.meters.PrecisionAtKMeter method)
(classy_vision.meters.RecallAtKMeter method)
(classy_vision.models.ClassyModel method)
(classy_vision.models.ResNeXt method)
(classy_vision.optim.ClassyOptimizer method)
(classy_vision.tasks.ClassificationTask method)
(classy_vision.tasks.ClassyTask method)
get_global_batchsize() (classy_vision.dataset.ClassyDataset method)
(classy_vision.tasks.ClassificationTask method)
get_heads() (classy_vision.models.ClassyModel method)
get_model_state_iterator() (classy_vision.hooks.ExponentialMovingAverageModelHook method)
get_total_test_phases() (classy_vision.tasks.ClassificationTask method)
get_total_training_phases() (classy_vision.tasks.ClassificationTask method)
H
has_learned_parameters() (classy_vision.losses.ClassyLoss method)
head_outputs (classy_vision.models.ClassyModel property)
HMDB51Dataset (class in classy_vision.dataset)
I
IdentityHead (class in classy_vision.heads)
ImagenetAugmentTransform (class in classy_vision.dataset.transforms)
ImagenetNoAugmentTransform (class in classy_vision.dataset.transforms)
ImagePathDataset (class in classy_vision.dataset)
init_distributed_data_parallel_model() (classy_vision.tasks.ClassificationTask method)
input_shape (classy_vision.models.ClassyModel property)
(classy_vision.models.EfficientNet property)
(classy_vision.models.VisionTransformer property)
IntervalScaling (class in classy_vision.optim.param_scheduler)
iterator() (classy_vision.dataset.ClassyDataset method)
(classy_vision.dataset.ClassyVideoDataset method)
(classy_vision.dataset.SyntheticImageStreamingDataset method)
K
Kinetics400Dataset (class in classy_vision.dataset)
L
LabelSmoothingCrossEntropyLoss (class in classy_vision.losses)
LightingTransform (class in classy_vision.dataset.transforms)
LinearParamScheduler (class in classy_vision.optim.param_scheduler)
load_head_states() (classy_vision.models.ClassyModel method)
load_metadata() (classy_vision.dataset.ClassyVideoDataset class method)
LocalTrainer (class in classy_vision.trainer)
loss (classy_vision.tasks.ClassificationTask property)
LossLrMeterLoggingHook (class in classy_vision.hooks)
M
meter (classy_vision.meters.VideoAccuracyMeter property)
MLP (class in classy_vision.models)
model (classy_vision.tasks.ClassificationTask property)
ModelComplexityHook (class in classy_vision.hooks)
ModelTensorboardHook (class in classy_vision.hooks)
module
classy_vision.dataset
classy_vision.dataset.transforms
,
[1]
classy_vision.heads
classy_vision.hooks
classy_vision.losses
classy_vision.meters
classy_vision.models
classy_vision.optim
classy_vision.optim.param_scheduler
classy_vision.tasks
classy_vision.trainer
MultiOutputSumLoss (class in classy_vision.losses)
MultiStepParamScheduler (class in classy_vision.optim.param_scheduler)
N
name (classy_vision.meters.AccuracyMeter property)
(classy_vision.meters.ClassyMeter property)
(classy_vision.meters.PrecisionAtKMeter property)
(classy_vision.meters.RecallAtKMeter property)
(classy_vision.meters.VideoAccuracyMeter property)
name() (classy_vision.hooks.ClassyHook class method)
num_batches_per_phase (classy_vision.tasks.ClassificationTask property)
O
on_end() (classy_vision.hooks.CheckpointHook method)
(classy_vision.hooks.ClassyHook method)
(classy_vision.hooks.ExponentialMovingAverageModelHook method)
(classy_vision.hooks.LossLrMeterLoggingHook method)
(classy_vision.hooks.ModelComplexityHook method)
(classy_vision.hooks.ModelTensorboardHook method)
(classy_vision.hooks.OutputCSVHook method)
(classy_vision.hooks.PreciseBatchNormHook method)
(classy_vision.hooks.ProfilerHook method)
(classy_vision.hooks.ProgressBarHook method)
(classy_vision.hooks.TensorboardPlotHook method)
(classy_vision.hooks.TorchscriptHook method)
(classy_vision.hooks.VisdomHook method)
(classy_vision.tasks.ClassificationTask method)
(classy_vision.tasks.ClassyTask method)
on_epoch() (classy_vision.optim.ClassyOptimizer method)
(classy_vision.optim.ZeRO method)
on_phase_end() (classy_vision.hooks.CheckpointHook method)
(classy_vision.hooks.ClassyHook method)
(classy_vision.hooks.ExponentialMovingAverageModelHook method)
(classy_vision.hooks.LossLrMeterLoggingHook method)
(classy_vision.hooks.ModelComplexityHook method)
(classy_vision.hooks.ModelTensorboardHook method)
(classy_vision.hooks.OutputCSVHook method)
(classy_vision.hooks.PreciseBatchNormHook method)
(classy_vision.hooks.ProfilerHook method)
(classy_vision.hooks.ProgressBarHook method)
(classy_vision.hooks.TensorboardPlotHook method)
(classy_vision.hooks.TorchscriptHook method)
(classy_vision.hooks.VisdomHook method)
(classy_vision.tasks.ClassificationTask method)
(classy_vision.tasks.ClassyTask method)
on_phase_start() (classy_vision.hooks.CheckpointHook method)
(classy_vision.hooks.ClassyHook method)
(classy_vision.hooks.ExponentialMovingAverageModelHook method)
(classy_vision.hooks.LossLrMeterLoggingHook method)
(classy_vision.hooks.ModelComplexityHook method)
(classy_vision.hooks.ModelTensorboardHook method)
(classy_vision.hooks.OutputCSVHook method)
(classy_vision.hooks.PreciseBatchNormHook method)
(classy_vision.hooks.ProfilerHook method)
(classy_vision.hooks.ProgressBarHook method)
(classy_vision.hooks.TensorboardPlotHook method)
(classy_vision.hooks.TorchscriptHook method)
(classy_vision.hooks.VisdomHook method)
(classy_vision.tasks.ClassificationTask method)
(classy_vision.tasks.ClassyTask method)
on_start() (classy_vision.hooks.CheckpointHook method)
(classy_vision.hooks.ClassyHook method)
(classy_vision.hooks.ExponentialMovingAverageModelHook method)
(classy_vision.hooks.LossLrMeterLoggingHook method)
(classy_vision.hooks.ModelComplexityHook method)
(classy_vision.hooks.ModelTensorboardHook method)
(classy_vision.hooks.OutputCSVHook method)
(classy_vision.hooks.PreciseBatchNormHook method)
(classy_vision.hooks.ProfilerHook method)
(classy_vision.hooks.ProgressBarHook method)
(classy_vision.hooks.TensorboardPlotHook method)
(classy_vision.hooks.TorchscriptHook method)
(classy_vision.hooks.VisdomHook method)
(classy_vision.tasks.ClassificationTask method)
(classy_vision.tasks.ClassyTask method)
on_step() (classy_vision.hooks.CheckpointHook method)
(classy_vision.hooks.ClassyHook method)
(classy_vision.hooks.ExponentialMovingAverageModelHook method)
(classy_vision.hooks.LossLrMeterLoggingHook method)
(classy_vision.hooks.ModelComplexityHook method)
(classy_vision.hooks.ModelTensorboardHook method)
(classy_vision.hooks.OutputCSVHook method)
(classy_vision.hooks.PreciseBatchNormHook method)
(classy_vision.hooks.ProfilerHook method)
(classy_vision.hooks.ProgressBarHook method)
(classy_vision.hooks.TensorboardPlotHook method)
(classy_vision.hooks.TorchscriptHook method)
(classy_vision.hooks.VisdomHook method)
OutputCSVHook (class in classy_vision.hooks)
P
ParamScheduler (class in classy_vision.optim.param_scheduler)
parse_config() (classy_vision.dataset.ClassyDataset class method)
(classy_vision.dataset.ClassyVideoDataset class method)
phase_type (classy_vision.tasks.ClassificationTask property)
PolynomialDecayParamScheduler (class in classy_vision.optim.param_scheduler)
PreciseBatchNormHook (class in classy_vision.hooks)
PrecisionAtKMeter (class in classy_vision.meters)
prepare() (classy_vision.optim.Adam method)
(classy_vision.optim.AdamW method)
(classy_vision.optim.ClassyOptimizer method)
(classy_vision.optim.RMSProp method)
(classy_vision.optim.RMSPropTF method)
(classy_vision.optim.SGD method)
(classy_vision.optim.ZeRO method)
(classy_vision.tasks.ClassificationTask method)
(classy_vision.tasks.ClassyTask method)
(classy_vision.tasks.FineTuningTask method)
ProfilerHook (class in classy_vision.hooks)
ProgressBarHook (class in classy_vision.hooks)
R
RecallAtKMeter (class in classy_vision.meters)
register_dataset() (in module classy_vision.dataset)
register_head() (in module classy_vision.heads)
register_hook() (in module classy_vision.hooks)
register_loss() (in module classy_vision.losses)
register_meter() (in module classy_vision.meters)
register_model() (in module classy_vision.models)
register_optimizer() (in module classy_vision.optim)
register_param_scheduler() (in module classy_vision.optim.param_scheduler)
register_task() (in module classy_vision.tasks)
register_transform() (in module classy_vision.dataset.transforms)
RegNet (class in classy_vision.models)
reset() (classy_vision.meters.AccuracyMeter method)
(classy_vision.meters.ClassyMeter method)
(classy_vision.meters.PrecisionAtKMeter method)
(classy_vision.meters.RecallAtKMeter method)
ResNet (class in classy_vision.models)
ResNeXt (class in classy_vision.models)
ResNeXt3D (class in classy_vision.models)
RMSProp (class in classy_vision.optim)
RMSPropTF (class in classy_vision.optim)
run_hooks() (classy_vision.tasks.ClassyTask method)
run_optimizer() (classy_vision.tasks.ClassificationTask method)
S
save_metadata() (classy_vision.dataset.ClassyVideoDataset class method)
set_amp_args() (classy_vision.tasks.ClassificationTask method)
set_checkpoint() (classy_vision.tasks.ClassificationTask method)
set_checkpoint_load_strict() (classy_vision.tasks.ClassificationTask method)
set_classy_state() (classy_vision.hooks.ClassyHook method)
(classy_vision.losses.ClassyLoss method)
(classy_vision.meters.AccuracyMeter method)
(classy_vision.meters.ClassyMeter method)
(classy_vision.meters.PrecisionAtKMeter method)
(classy_vision.meters.RecallAtKMeter method)
(classy_vision.models.ClassyModel method)
(classy_vision.models.ResNeXt method)
(classy_vision.models.VisionTransformer method)
(classy_vision.optim.ClassyOptimizer method)
(classy_vision.tasks.ClassificationTask method)
(classy_vision.tasks.ClassyTask method)
set_clip_grad_norm() (classy_vision.tasks.ClassificationTask method)
set_dataloader_mp_context() (classy_vision.tasks.ClassificationTask method)
set_dataset() (classy_vision.tasks.ClassificationTask method)
set_distributed_options() (classy_vision.tasks.ClassificationTask method)
set_heads() (classy_vision.models.ClassyModel method)
set_hooks() (classy_vision.tasks.ClassificationTask method)
set_loss() (classy_vision.tasks.ClassificationTask method)
set_meters() (classy_vision.tasks.ClassificationTask method)
set_mixup_transform() (classy_vision.tasks.ClassificationTask method)
set_model() (classy_vision.tasks.ClassificationTask method)
set_model_state() (classy_vision.hooks.ExponentialMovingAverageModelHook method)
set_num_epochs() (classy_vision.tasks.ClassificationTask method)
set_optimizer() (classy_vision.tasks.ClassificationTask method)
set_param_groups() (classy_vision.optim.ClassyOptimizer method)
set_simulated_global_batchsize() (classy_vision.tasks.ClassificationTask method)
set_test_only() (classy_vision.tasks.ClassificationTask method)
set_test_phase_period() (classy_vision.tasks.ClassificationTask method)
SGD (class in classy_vision.optim)
smooth_targets() (classy_vision.losses.LabelSmoothingCrossEntropyLoss method)
SoftTargetCrossEntropyLoss (class in classy_vision.losses)
SqueezeAndExcitationLayer (class in classy_vision.models)
STEP (classy_vision.optim.param_scheduler.UpdateInterval attribute)
step() (classy_vision.optim.ClassyOptimizer method)
StepParamScheduler (class in classy_vision.optim.param_scheduler)
StepWithFixedGammaParamScheduler (class in classy_vision.optim.param_scheduler)
SumArbitraryLoss (class in classy_vision.losses)
sync_state() (classy_vision.meters.AccuracyMeter method)
(classy_vision.meters.ClassyMeter method)
(classy_vision.meters.PrecisionAtKMeter method)
(classy_vision.meters.RecallAtKMeter method)
synchronize_losses() (classy_vision.tasks.ClassificationTask method)
SyntheticImageDataset (class in classy_vision.dataset)
SyntheticImageStreamingDataset (class in classy_vision.dataset)
SyntheticVideoDataset (class in classy_vision.dataset)
T
TensorboardPlotHook (class in classy_vision.hooks)
TorchscriptHook (class in classy_vision.hooks)
train() (classy_vision.trainer.ClassyTrainer method)
(classy_vision.trainer.DistributedTrainer method)
(classy_vision.trainer.LocalTrainer method)
train_step() (classy_vision.tasks.ClassificationTask method)
(classy_vision.tasks.ClassyTask method)
TupleToMapTransform (class in classy_vision.dataset.transforms)
U
UCF101Dataset (class in classy_vision.dataset)
update() (classy_vision.meters.AccuracyMeter method)
(classy_vision.meters.ClassyMeter method)
(classy_vision.meters.PrecisionAtKMeter method)
(classy_vision.meters.RecallAtKMeter method)
update_interval (classy_vision.optim.param_scheduler.ClassyParamScheduler attribute)
UpdateInterval (class in classy_vision.optim.param_scheduler)
V
validate() (classy_vision.meters.AccuracyMeter method)
(classy_vision.meters.ClassyMeter method)
(classy_vision.meters.PrecisionAtKMeter method)
(classy_vision.meters.RecallAtKMeter method)
value (classy_vision.meters.AccuracyMeter property)
(classy_vision.meters.ClassyMeter property)
(classy_vision.meters.PrecisionAtKMeter property)
(classy_vision.meters.RecallAtKMeter property)
video_clips (classy_vision.dataset.ClassyVideoDataset property)
(classy_vision.dataset.SyntheticVideoDataset property)
VideoAccuracyMeter (class in classy_vision.meters)
VisdomHook (class in classy_vision.hooks)
VisionTransformer (class in classy_vision.models)
VisionTransformerHead (class in classy_vision.heads)
W
where (classy_vision.tasks.ClassificationTask property)
(classy_vision.tasks.ClassyTask property)
wrapper_cls (classy_vision.models.ClassyModel attribute)
Z
ZeRO (class in classy_vision.optim)
zero_grad() (classy_vision.optim.ClassyOptimizer method)
Classy Vision
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