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Functions321 in github.com/Sirwenhao/Deep-Learning-Notes

⨍ Functions 321◇ Types & classes 74
Methodcollate_fn
(batch)
CV/Pytorch_classification/vision_transformer/my_dataset.py:28
Methodcollate_fn
(batch)
CV/Pytorch_classification/ShuffleNet/my_dataset.py:31
Methodcomplexity
(self, cx)
CV/Pytorch_classification/model_complexity/model.py:79
Methodcomplexity
(self, cx)
CV/Pytorch_classification/model_complexity/model.py:113
Methodcomplexity
(self, cx)
CV/Pytorch_classification/model_complexity/model.py:278
Methodcomplexity
(self, h, w, c)
CV/Pytorch_classification/model_complexity/model.py:368
Functioncompute_cam_per_layer
(self, input_tensor)
CV/Pytorch_classification/grad_cam/utils.py:79
MethodconvRelu
(i, batchNormlization=False)
CV/Pytorch_classification/CRNN_PyTorch/crnn.py:34
Functiondensenet161
(**kwargs: Any)
CV/Pytorch_classification/DenseNet/model.py:169
Functiondensenet169
(**kwargs: Any)
CV/Pytorch_classification/DenseNet/model.py:151
Functiondensenet201
(**kwargs: Any)
CV/Pytorch_classification/DenseNet/model.py:160
Functionefficientnet_b0
(num_classes=1000)
CV/Pytorch_classification/EfficientNet/model.py:287
Functionefficientnet_b1
(num_classes=1000)
CV/Pytorch_classification/EfficientNet/model.py:295
Functionefficientnet_b2
(num_classes=1000)
CV/Pytorch_classification/EfficientNet/model.py:303
Functionefficientnet_b3
(num_classes=1000)
CV/Pytorch_classification/EfficientNet/model.py:311
Functionefficientnet_b4
(num_classes=1000)
CV/Pytorch_classification/EfficientNet/model.py:319
Functionefficientnet_b5
(num_classes=1000)
CV/Pytorch_classification/EfficientNet/model.py:327
Functionefficientnet_b6
(num_classes=1000)
CV/Pytorch_classification/EfficientNet/model.py:335
Functionefficientnet_b7
(num_classes=1000)
CV/Pytorch_classification/EfficientNet/model.py:343
Functionefficientnetv2_l
EfficientNetV2 https://arxiv.org/abs/2104.00298
CV/Pytorch_classification/model_complexity/model.py:433
Functionefficientnetv2_m
EfficientNetV2 https://arxiv.org/abs/2104.00298
CV/Pytorch_classification/model_complexity/model.py:411
Methodforward
(self, acts, labels, act_lens, label_lens)
CV/Pytorch_classification/CRNN_PyTorch/warpctc_pytorch.py:55
Methodforward
(self, input)
CV/Pytorch_classification/CRNN_PyTorch/crnn.py:11
Methodforward
(self, input)
CV/Pytorch_classification/CRNN_PyTorch/crnn.py:63
Methodforward
(self, inputs)
CV/Pytorch_classification/DenseNet/model.py:42
Methodforward
(self, init_features)
CV/Pytorch_classification/DenseNet/model.py:69
Methodforward
(self, x)
CV/Pytorch_classification/DenseNet/model.py:139
Methodforward
(self, x)
CV/Pytorch_classification/ResNet/model.py:23
Methodforward
(self, x)
CV/Pytorch_classification/ResNet/model.py:64
Methodforward
(self, x)
CV/Pytorch_classification/ResNet/model.py:140
Methodforward
(self, x)
CV/Pytorch_classification/EfficientNet/model.py:55
Methodforward
(self, x:Tensor)
CV/Pytorch_classification/EfficientNet/model.py:96
Methodforward
(self, x)
CV/Pytorch_classification/EfficientNet/model.py:179
Methodforward
(self, x)
CV/Pytorch_classification/EfficientNet/model.py:283
Methodforward
(self, x:Tensor)
CV/Pytorch_classification/MobileNet/ model_v3.py:56
Methodforward
(self, x:Tensor)
CV/Pytorch_classification/MobileNet/ model_v3.py:128
Methodforward
(self, x)
CV/Pytorch_classification/MobileNet/model_v2.py:53
Methodforward
(self, x)
CV/Pytorch_classification/MobileNet/model_v2.py:115
Methodforward
(self, x)
CV/Pytorch_classification/ConfusionMatrix/model.py:39
Methodforward
(self, x)
CV/Pytorch_classification/ConfusionMatrix/model.py:93
Methodforward
(self, x)
CV/Pytorch_classification/model_complexity/model.py:40
Methodforward
(self, x)
CV/Pytorch_classification/model_complexity/model.py:72
Methodforward
(self, x: Tensor)
CV/Pytorch_classification/model_complexity/model.py:105
Methodforward
(self, x: Tensor)
CV/Pytorch_classification/model_complexity/model.py:187
Methodforward
(self, x: Tensor)
CV/Pytorch_classification/model_complexity/model.py:263
Methodforward
(self, x: Tensor)
CV/Pytorch_classification/model_complexity/model.py:361
Methodforward
(self, x)
CV/Pytorch_classification/GoogleNet/model.py:41
Methodforward
(self, x)
CV/Pytorch_classification/GoogleNet/model.py:122
Methodforward
(self, x)
CV/Pytorch_classification/GoogleNet/model.py:141
Methodforward
(self, x)
CV/Pytorch_classification/GoogleNet/model.py:162
Methodforward
(self, x)
CV/Pytorch_classification/vision_transformer/vit_model.py:24
Methodforward
(self, x)
CV/Pytorch_classification/vision_transformer/vit_model.py:40
Methodforward
(self, x)
CV/Pytorch_classification/vision_transformer/vit_model.py:59
Methodforward
(self, x)
CV/Pytorch_classification/vision_transformer/vit_model.py:94
Methodforward
(self, x)
CV/Pytorch_classification/vision_transformer/vit_model.py:114
Methodforward
(self, x)
CV/Pytorch_classification/vision_transformer/vit_model.py:188
Methodforward
(self, x)
CV/Pytorch_classification/ShuffleNet/model.py:64
Methodforward
(self, x)
CV/Pytorch_classification/ShuffleNet/model.py:129
Methodforward
(self, x)
CV/Pytorch_classification/VGGNet/model.py:32
Methodforward
(self, x)
CV/Pytorch_classification/grad_cam/vit_model.py:25
Methodforward
(self, x)
CV/Pytorch_classification/grad_cam/vit_model.py:41
Methodforward
(self, x)
CV/Pytorch_classification/grad_cam/vit_model.py:61
Methodforward
(self, x)
CV/Pytorch_classification/grad_cam/vit_model.py:86
Methodforward
(self, x)
CV/Pytorch_classification/grad_cam/vit_model.py:115
Methodforward
(self, x)
CV/Pytorch_classification/grad_cam/vit_model.py:207
Methodforward
(self, x)
CV/Pytorch_classification/RegNet/model.py:92
Methodforward
(self, x)
CV/Pytorch_classification/RegNet/model.py:115
Methodforward
(self, x)
CV/Pytorch_classification/RegNet/model.py:131
Methodforward
(self)
CV/Pytorch_classification/RegNet/model.py:178
Methodforward
(self, x)
CV/Pytorch_classification/RegNet/model.py:214
Methodforward
(self, x: Tensor)
CV/Pytorch_classification/RegNet/model.py:264
Methodforward
(self, x)
CV/Pytorch_classification/AlexNet/model.py:36
Methodforward
(self, x)
NLP/Transformer/LayerNormalization.py:11
Methodforward
(self, x)
NLP/Transformer/PositionalEncoding.py:32
Methodforward
(self, x)
NLP/Transformer/Embedding_layer.py:28
Methodfowrard
(ctx, acts, labels, act_lens, label_lens, size_average=False, length_average=False, blank=0)
CV/Pytorch_classification/CRNN_PyTorch/warpctc_pytorch.py:17
Functionget_cam_image
(self, activations, grads)
CV/Pytorch_classification/grad_cam/utils.py:68
Functionget_cam_weights
(grads)
CV/Pytorch_classification/grad_cam/utils.py:58
Methodget_heigth_ans_width
(self, idx)
CV/Pytorch_objection_detection/Faster RCNN/my_dataset.py:86
Functionget_loss
(output, target_category)
CV/Pytorch_classification/grad_cam/utils.py:62
Functionget_target_width_height
(input_tensor)
CV/Pytorch_classification/grad_cam/utils.py:75
Functionmobilenet_v3_large
Constructs a large MobileNetV3 architecture from "Searching for MobileNetV3" <https://arxiv.org/abs/1905.02244>. weights_link: https
CV/Pytorch_classification/MobileNet/ model_v3.py:209
Functionmobilenet_v3_small
Constructs a large MobileNetV3 architecture from "Searching for MobileNetV3" <https://arxiv.org/abs/1905.02244>. weights_link: https
CV/Pytorch_classification/MobileNet/ model_v3.py:255
Functionplot_data_loader_image
(data_loader)
CV/Pytorch_classification/DenseNet/utils.py:70
Functionplot_data_loader_image
(data_loader)
CV/Pytorch_classification/EfficientNet/utils.py:66
Functionplot_data_loader_image
(data_loader)
CV/Pytorch_classification/vision_transformer/utils.py:66
Functionplot_data_loader_image
(data_loader)
CV/Pytorch_classification/ShuffleNet/utils.py:80
Functionplot_data_loader_image
(data_loader)
CV/Pytorch_classification/RegNet/utils.py:82
Functionpool2d_cx
(cx, in_c, k, *, stride=1)
CV/Pytorch_classification/model_complexity/utils.py:18
Functionrad_pickle
(file_name)
CV/Pytorch_classification/vision_transformer/utils.py:94
Functionread_pickle
(file_name: str)
CV/Pytorch_classification/DenseNet/utils.py:98
Functionread_pickle
(file_name: str)
CV/Pytorch_classification/EfficientNet/utils.py:96
Functionread_pickle
(file_name: str)
CV/Pytorch_classification/ShuffleNet/utils.py:110
Functionread_pickle
(file_name: str)
CV/Pytorch_classification/RegNet/utils.py:112
Functionrelease
(self)
CV/Pytorch_classification/grad_cam/utils.py:42
Functionresnet101
(num_classes=1000, include_top=True)
CV/Pytorch_classification/ResNet/model.py:165
Functionresnet50
(num_classes=1000, include_top=True)
CV/Pytorch_classification/ResNet/model.py:162
Functionresnext101_32x8d
(num_classes=1000, include_top=True)
CV/Pytorch_classification/ResNet/model.py:177
Functionresnext50_32x4d
(num_classes=1000, include_top=True)
CV/Pytorch_classification/ResNet/model.py:168
Methodround_repeats
Round number of repeats based on depth multiplier.
CV/Pytorch_classification/EfficientNet/model.py:206
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