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4483_project

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initial commit over 1 year ago
666cifar_model_resnet101_lr0.0001.pth
Detected Pickle imports (15)
- "torch.FloatStorage",
- "collections.OrderedDict",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.linear.Linear",
- "torch.nn.modules.container.Sequential",
- "torch.nn.modules.activation.ReLU",
- "__builtin__.set",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "torch.nn.modules.pooling.MaxPool2d",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.conv.Conv2d",
- "torchvision.models.resnet.Bottleneck",
- "torch.LongStorage",
- "torch._utils._rebuild_tensor_v2"
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666cifar_model_resnet18_lr0.00001.pth
Detected Pickle imports (15)
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.conv.Conv2d",
- "torch.LongStorage",
- "__builtin__.set",
- "torchvision.models.resnet.ResNet",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.activation.ReLU",
- "torch.nn.modules.pooling.MaxPool2d",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.BasicBlock",
- "torch.nn.modules.linear.Linear",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.FloatStorage",
- "collections.OrderedDict"
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666cifar_model_resnet18_lr0.0001.pth
Detected Pickle imports (15)
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.conv.Conv2d",
- "torch.LongStorage",
- "__builtin__.set",
- "torchvision.models.resnet.ResNet",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.activation.ReLU",
- "torch.nn.modules.pooling.MaxPool2d",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.BasicBlock",
- "torch.nn.modules.linear.Linear",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.FloatStorage",
- "collections.OrderedDict"
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666cifar_model_resnet18_lr0.0001_unbalanced_crossentropy.pth
Detected Pickle imports (15)
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.conv.Conv2d",
- "torch.LongStorage",
- "__builtin__.set",
- "torchvision.models.resnet.ResNet",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.activation.ReLU",
- "torch.nn.modules.pooling.MaxPool2d",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.BasicBlock",
- "torch.nn.modules.linear.Linear",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.FloatStorage",
- "collections.OrderedDict"
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666cifar_model_resnet18_lr0.0001_unbalanced_sampling.pth
Detected Pickle imports (15)
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.conv.Conv2d",
- "torch.LongStorage",
- "__builtin__.set",
- "torchvision.models.resnet.ResNet",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.activation.ReLU",
- "torch.nn.modules.pooling.MaxPool2d",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.BasicBlock",
- "torch.nn.modules.linear.Linear",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.FloatStorage",
- "collections.OrderedDict"
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666cifar_model_resnet18_lr0.0001_unbalanced_without_trick.pth
Detected Pickle imports (15)
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.conv.Conv2d",
- "torch.LongStorage",
- "__builtin__.set",
- "torchvision.models.resnet.ResNet",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.activation.ReLU",
- "torch.nn.modules.pooling.MaxPool2d",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.BasicBlock",
- "torch.nn.modules.linear.Linear",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.FloatStorage",
- "collections.OrderedDict"
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README.md

0 Bytes

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cifar_resnet18.py

6.36 kB

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cifar_unbalanced.py

7.61 kB

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cifar_unbalanced_sampling.py

10.6 kB

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model_epoch10.pth
Detected Pickle imports (15)
- "torchvision.models.resnet.BasicBlock",
- "torch.nn.modules.activation.ReLU",
- "__builtin__.set",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.conv.Conv2d",
- "collections.OrderedDict",
- "torch.LongStorage",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.pooling.MaxPool2d",
- "torch.nn.modules.container.Sequential",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.linear.Linear",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "torch.FloatStorage"
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model_epoch10_lr0.0001_best_epoch.pth
Detected Pickle imports (4)
- "collections.OrderedDict",
- "torch.FloatStorage",
- "torch.LongStorage",
- "torch._utils._rebuild_tensor_v2"
What is a pickle import?
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model_epoch10_lr0.001.pth
Detected Pickle imports (15)
- "torchvision.models.resnet.BasicBlock",
- "torch.nn.modules.activation.ReLU",
- "__builtin__.set",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.conv.Conv2d",
- "collections.OrderedDict",
- "torch.LongStorage",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.pooling.MaxPool2d",
- "torch.nn.modules.container.Sequential",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.linear.Linear",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "torch.FloatStorage"
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model_epoch20_lr0.0001_best_epoch2.pth
Detected Pickle imports (15)
- "torchvision.models.resnet.BasicBlock",
- "torch.nn.modules.activation.ReLU",
- "__builtin__.set",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.conv.Conv2d",
- "collections.OrderedDict",
- "torch.LongStorage",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.pooling.MaxPool2d",
- "torch.nn.modules.container.Sequential",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.linear.Linear",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "torch.FloatStorage"
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model_epoch20_lr0.001.pth
Detected Pickle imports (15)
- "torchvision.models.resnet.BasicBlock",
- "torch.nn.modules.activation.ReLU",
- "__builtin__.set",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.conv.Conv2d",
- "collections.OrderedDict",
- "torch.LongStorage",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.pooling.MaxPool2d",
- "torch.nn.modules.container.Sequential",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.linear.Linear",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "torch.FloatStorage"
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model_epoch20_lr0.01_best_epoch.pth
Detected Pickle imports (4)
- "torch._utils._rebuild_tensor_v2",
- "collections.OrderedDict",
- "torch.LongStorage",
- "torch.FloatStorage"
What is a pickle import?
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model_epoch5.pth
Detected Pickle imports (15)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.linear.Linear",
- "torch.nn.modules.activation.ReLU",
- "torch.nn.modules.pooling.MaxPool2d",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.BasicBlock",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "torch.LongStorage",
- "__builtin__.set",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.conv.Conv2d",
- "torch.FloatStorage"
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model_resnet101_epoch5_lr0.0001_best_epoch.pth
Detected Pickle imports (15)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.linear.Linear",
- "torch.nn.modules.activation.ReLU",
- "torch.nn.modules.pooling.MaxPool2d",
- "torch.nn.modules.container.Sequential",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "torch.LongStorage",
- "__builtin__.set",
- "torchvision.models.resnet.Bottleneck",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.conv.Conv2d",
- "torch.FloatStorage"
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model_resnet50_epoch5_lr0.0001_best_epoch.pth
Detected Pickle imports (15)
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.conv.Conv2d",
- "torch.LongStorage",
- "__builtin__.set",
- "torchvision.models.resnet.ResNet",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.activation.ReLU",
- "torch.nn.modules.pooling.MaxPool2d",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.Bottleneck",
- "torch.nn.modules.linear.Linear",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.FloatStorage",
- "collections.OrderedDict"
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plot.py

517 Bytes

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plot_accuracy.py

1.36 kB

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plot_normal.py

4.2 kB

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plot_unbalanced.py

5.56 kB

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resnet.py

6.35 kB

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resnet_test.py

1.17 kB

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resnet_train.py

4.48 kB

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Detected Pickle imports (15)

Detected Pickle imports (15)

Detected Pickle imports (15)

Detected Pickle imports (15)

Detected Pickle imports (15)

Detected Pickle imports (15)

Detected Pickle imports (15)

Detected Pickle imports (4)

Detected Pickle imports (15)

Detected Pickle imports (15)

Detected Pickle imports (15)

Detected Pickle imports (4)

Detected Pickle imports (15)

Detected Pickle imports (15)

Detected Pickle imports (15)