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Types & classes26 in github.com/Junya-Chen/FlatCLR

⨍ Functions 113◇ Types & classes 26

↓ 20 callersClassSupervisedHead

models/utils.py:93

↓ 5 callersClassNormalizeByChannelMeanStd

models/utils.py:13

↓ 4 callersClassContrastiveLearningViewGenerator

Take two random crops of one image as the query and key.

data_aug/view_generator.py:6

↓ 3 callersClassLARS

Layer-wise Adaptive Rate Scaling for large batch training. Introduced by "Large Batch Training of Convolutional Networks" by Y. You, I. G

optimizer/lars.py:7

↓ 3 callersClassMLPLayer

models/utils.py:38

↓ 2 callersClassPascalVOC_Dataset

`Pascal VOC <http://host.robots.ox.ac.uk/pascal/VOC/>`_ Detection Dataset. Args: root (string): Root directory of the VOC Dataset.

datasets/load_dataloader.py:137

↓ 2 callersClassSimpleDataset

↓ 2 callersClassTinyDataset

prepare_data.py:114

↓ 1 callersClassContrastiveLearningDataset

data_aug/contrastive_learning_dataset.py:9

↓ 1 callersClassFlatCLR

↓ 1 callersClassGaussianBlur

data_aug/gaussian_blur.py:10

↓ 1 callersClassImgDataset

↓ 1 callersClassInvalidDatasetSelection

Raised when the choice of dataset is invalid.

exceptions/exceptions.py:9

↓ 1 callersClassNewContrastiveDataSet

data_aug/contrastive_learning_dataset_new.py:54

↓ 1 callersClassProjectionHead

models/utils.py:61

↓ 1 callersClassResNet

models/resnet.py:121

↓ 1 callersClassSimCLR

↓ 1 callersClassnewGaussianBlur

blur a single image on CPU

data_aug/contrastive_learning_dataset_new.py:145

ClassAverageMeter

Computes and stores the average and current value

ClassBaseSimCLRException

exceptions/exceptions.py:1

ClassBasicBlock

models/resnet.py:36

ClassBottleneck

models/resnet.py:77

models/utils.py:30

ClassInvalidBackboneError

Raised when the choice of backbone Convnet is invalid.

exceptions/exceptions.py:5

ClassNormalizeByChannelMeanStd