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QShield-hf

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets

9400054 verified 7 months ago

clean_model-CIFAR10-cnn_model.pt
Detected Pickle imports (17)
- "__builtin__.set",
- "torch.LongStorage",
- "torch.nn.modules.conv.Conv2d",
- "torch.nn.modules.activation.LogSoftmax",
- "torch.nn.modules.container.Sequential",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "torchvision.models.resnet.ResNet",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.activation.ReLU",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "__main__.CNN",
- "torchvision.models.resnet.BasicBlock",
- "torch._utils._rebuild_parameter",
- "torch.FloatStorage",
- "torch.nn.modules.pooling.MaxPool2d",
- "torch.nn.modules.linear.Linear",
- "collections.OrderedDict"
How to fix it?
44.8 MB
xet

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets 7 months ago
clean_model-CIFAR10-dnn_model.pt
Detected Pickle imports (10)
- "__main__.DNN",
- "__builtin__.set",
- "torch.LongStorage",
- "torch.nn.modules.batchnorm.BatchNorm1d",
- "torch.nn.modules.dropout.Dropout",
- "torch._utils._rebuild_tensor_v2",
- "torch._utils._rebuild_parameter",
- "torch.FloatStorage",
- "torch.nn.modules.linear.Linear",
- "collections.OrderedDict"
How to fix it?
15.4 MB
xet

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets 7 months ago
clean_model-CIFAR10-qnn_model-full_entanglement_ansatz.pt
Detected Pickle imports (24)
- "__builtin__.set",
- "qnn_toolkit.FeatureExtractor",
- "torch.nn.modules.activation.LogSoftmax",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.activation.ReLU",
- "__builtin__.getattr",
- "torch.LongStorage",
- "torch.nn.modules.batchnorm.BatchNorm1d",
- "torch.nn.modules.activation.LeakyReLU",
- "torch._utils._rebuild_parameter",
- "torch.FloatStorage",
- "qnn_toolkit.QNN",
- "torch.nn.modules.linear.Linear",
- "collections.OrderedDict",
- "torch.nn.modules.conv.Conv2d",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.activation.Sigmoid",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "qnn_toolkit.DynamicWeightingModule",
- "torchvision.models.resnet.BasicBlock",
- "__main__.CNN",
- "torch.nn.modules.pooling.MaxPool2d"
How to fix it?
45 MB
xet

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets 7 months ago
clean_model-CIFAR10-qnn_model-linear_entanglement_ansatz.pt
Detected Pickle imports (24)
- "__builtin__.set",
- "qnn_toolkit.FeatureExtractor",
- "torch.nn.modules.activation.LogSoftmax",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.activation.ReLU",
- "__builtin__.getattr",
- "torch.LongStorage",
- "torch.nn.modules.batchnorm.BatchNorm1d",
- "torch.nn.modules.activation.LeakyReLU",
- "torch._utils._rebuild_parameter",
- "torch.FloatStorage",
- "qnn_toolkit.QNN",
- "torch.nn.modules.linear.Linear",
- "collections.OrderedDict",
- "torch.nn.modules.conv.Conv2d",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.activation.Sigmoid",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "qnn_toolkit.DynamicWeightingModule",
- "torchvision.models.resnet.BasicBlock",
- "__main__.CNN",
- "torch.nn.modules.pooling.MaxPool2d"
How to fix it?
45 MB
xet

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets 7 months ago
clean_model-CIFAR10-qnn_model-no_entanglement_ansatz.pt
Detected Pickle imports (24)
- "__builtin__.set",
- "qnn_toolkit.FeatureExtractor",
- "torch.nn.modules.activation.LogSoftmax",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.activation.ReLU",
- "__builtin__.getattr",
- "torch.LongStorage",
- "torch.nn.modules.batchnorm.BatchNorm1d",
- "torch.nn.modules.activation.LeakyReLU",
- "torch._utils._rebuild_parameter",
- "torch.FloatStorage",
- "qnn_toolkit.QNN",
- "torch.nn.modules.linear.Linear",
- "collections.OrderedDict",
- "torch.nn.modules.conv.Conv2d",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.activation.Sigmoid",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "qnn_toolkit.DynamicWeightingModule",
- "torchvision.models.resnet.BasicBlock",
- "__main__.CNN",
- "torch.nn.modules.pooling.MaxPool2d"
How to fix it?
45 MB
xet

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets 7 months ago
clean_model-CIFAR10-qnn_model-star_entanglement_ansatz.pt
Detected Pickle imports (24)
- "__builtin__.set",
- "qnn_toolkit.FeatureExtractor",
- "torch.nn.modules.activation.LogSoftmax",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.activation.ReLU",
- "__builtin__.getattr",
- "torch.LongStorage",
- "torch.nn.modules.batchnorm.BatchNorm1d",
- "torch.nn.modules.activation.LeakyReLU",
- "torch._utils._rebuild_parameter",
- "torch.FloatStorage",
- "qnn_toolkit.QNN",
- "torch.nn.modules.linear.Linear",
- "collections.OrderedDict",
- "torch.nn.modules.conv.Conv2d",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.activation.Sigmoid",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "qnn_toolkit.DynamicWeightingModule",
- "torchvision.models.resnet.BasicBlock",
- "__main__.CNN",
- "torch.nn.modules.pooling.MaxPool2d"
How to fix it?
45 MB
xet

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets 7 months ago
clean_model-MNIST-cnn_model.pt
Detected Pickle imports (17)
- "__builtin__.set",
- "torch.LongStorage",
- "torch.nn.modules.conv.Conv2d",
- "torch.nn.modules.activation.LogSoftmax",
- "torch.nn.modules.container.Sequential",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "torchvision.models.resnet.ResNet",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.activation.ReLU",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "__main__.CNN",
- "torchvision.models.resnet.BasicBlock",
- "torch._utils._rebuild_parameter",
- "torch.FloatStorage",
- "torch.nn.modules.pooling.MaxPool2d",
- "torch.nn.modules.linear.Linear",
- "collections.OrderedDict"
How to fix it?
44.8 MB
xet

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets 7 months ago
clean_model-MNIST-dnn_model.pt
Detected Pickle imports (10)
- "__builtin__.set",
- "torch._utils._rebuild_parameter",
- "torch.FloatStorage",
- "torch.nn.modules.dropout.Dropout",
- "collections.OrderedDict",
- "torch.nn.modules.batchnorm.BatchNorm1d",
- "torch.LongStorage",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.linear.Linear",
- "__main__.DNN"
How to fix it?
2.29 MB
xet

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets 7 months ago
clean_model-MNIST-qnn_model-full_entanglement_ansatz.pt
Detected Pickle imports (24)
- "__builtin__.set",
- "qnn_toolkit.FeatureExtractor",
- "torch.nn.modules.activation.LogSoftmax",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.activation.ReLU",
- "__builtin__.getattr",
- "torch.LongStorage",
- "torch.nn.modules.batchnorm.BatchNorm1d",
- "torch.nn.modules.activation.LeakyReLU",
- "torch._utils._rebuild_parameter",
- "torch.FloatStorage",
- "qnn_toolkit.QNN",
- "torch.nn.modules.linear.Linear",
- "collections.OrderedDict",
- "torch.nn.modules.conv.Conv2d",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.activation.Sigmoid",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "qnn_toolkit.DynamicWeightingModule",
- "torchvision.models.resnet.BasicBlock",
- "__main__.CNN",
- "torch.nn.modules.pooling.MaxPool2d"
How to fix it?
45 MB
xet

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets 7 months ago
clean_model-MNIST-qnn_model-linear_entanglement_ansatz.pt
Detected Pickle imports (24)
- "__builtin__.set",
- "qnn_toolkit.FeatureExtractor",
- "torch.nn.modules.activation.LogSoftmax",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.activation.ReLU",
- "__builtin__.getattr",
- "torch.LongStorage",
- "torch.nn.modules.batchnorm.BatchNorm1d",
- "torch.nn.modules.activation.LeakyReLU",
- "torch._utils._rebuild_parameter",
- "torch.FloatStorage",
- "qnn_toolkit.QNN",
- "torch.nn.modules.linear.Linear",
- "collections.OrderedDict",
- "torch.nn.modules.conv.Conv2d",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.activation.Sigmoid",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "qnn_toolkit.DynamicWeightingModule",
- "torchvision.models.resnet.BasicBlock",
- "__main__.CNN",
- "torch.nn.modules.pooling.MaxPool2d"
How to fix it?
45 MB
xet

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets 7 months ago
clean_model-MNIST-qnn_model-no_entanglement_ansatz.pt
Detected Pickle imports (24)
- "__builtin__.set",
- "qnn_toolkit.FeatureExtractor",
- "torch.nn.modules.activation.LogSoftmax",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.activation.ReLU",
- "__builtin__.getattr",
- "torch.LongStorage",
- "torch.nn.modules.batchnorm.BatchNorm1d",
- "torch.nn.modules.activation.LeakyReLU",
- "torch._utils._rebuild_parameter",
- "torch.FloatStorage",
- "qnn_toolkit.QNN",
- "torch.nn.modules.linear.Linear",
- "collections.OrderedDict",
- "torch.nn.modules.conv.Conv2d",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.activation.Sigmoid",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "qnn_toolkit.DynamicWeightingModule",
- "torchvision.models.resnet.BasicBlock",
- "__main__.CNN",
- "torch.nn.modules.pooling.MaxPool2d"
How to fix it?
45 MB
xet

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets 7 months ago
clean_model-MNIST-qnn_model-star_entanglement_ansatz.pt
Detected Pickle imports (24)
- "__builtin__.set",
- "qnn_toolkit.FeatureExtractor",
- "torch.nn.modules.activation.LogSoftmax",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.activation.ReLU",
- "__builtin__.getattr",
- "torch.LongStorage",
- "torch.nn.modules.batchnorm.BatchNorm1d",
- "torch.nn.modules.activation.LeakyReLU",
- "torch._utils._rebuild_parameter",
- "torch.FloatStorage",
- "qnn_toolkit.QNN",
- "torch.nn.modules.linear.Linear",
- "collections.OrderedDict",
- "torch.nn.modules.conv.Conv2d",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.activation.Sigmoid",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "qnn_toolkit.DynamicWeightingModule",
- "torchvision.models.resnet.BasicBlock",
- "__main__.CNN",
- "torch.nn.modules.pooling.MaxPool2d"
How to fix it?
45 MB
xet

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets 7 months ago
clean_model-OrganAMNIST-cnn_model.pt
Detected Pickle imports (17)
- "__builtin__.set",
- "torch.LongStorage",
- "torch.nn.modules.conv.Conv2d",
- "torch.nn.modules.activation.LogSoftmax",
- "torch.nn.modules.container.Sequential",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "torchvision.models.resnet.ResNet",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.activation.ReLU",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "__main__.CNN",
- "torchvision.models.resnet.BasicBlock",
- "torch._utils._rebuild_parameter",
- "torch.FloatStorage",
- "torch.nn.modules.pooling.MaxPool2d",
- "torch.nn.modules.linear.Linear",
- "collections.OrderedDict"
How to fix it?
44.8 MB
xet

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets 7 months ago
clean_model-OrganAMNIST-dnn_model.pt
Detected Pickle imports (10)
- "__builtin__.set",
- "torch._utils._rebuild_parameter",
- "torch.FloatStorage",
- "torch.nn.modules.dropout.Dropout",
- "collections.OrderedDict",
- "torch.nn.modules.batchnorm.BatchNorm1d",
- "torch.LongStorage",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.linear.Linear",
- "__main__.DNN"
How to fix it?
2.3 MB
xet

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets 7 months ago
clean_model-OrganAMNIST-qnn_model-full_entanglement_ansatz.pt
Detected Pickle imports (24)
- "__builtin__.set",
- "qnn_toolkit.FeatureExtractor",
- "torch.nn.modules.activation.LogSoftmax",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.activation.ReLU",
- "__builtin__.getattr",
- "torch.LongStorage",
- "torch.nn.modules.batchnorm.BatchNorm1d",
- "torch.nn.modules.activation.LeakyReLU",
- "torch._utils._rebuild_parameter",
- "torch.FloatStorage",
- "qnn_toolkit.QNN",
- "torch.nn.modules.linear.Linear",
- "collections.OrderedDict",
- "torch.nn.modules.conv.Conv2d",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.activation.Sigmoid",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "qnn_toolkit.DynamicWeightingModule",
- "torchvision.models.resnet.BasicBlock",
- "__main__.CNN",
- "torch.nn.modules.pooling.MaxPool2d"
How to fix it?
45 MB
xet

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets 7 months ago
clean_model-OrganAMNIST-qnn_model-linear_entanglement_ansatz.pt
Detected Pickle imports (24)
- "__builtin__.set",
- "qnn_toolkit.FeatureExtractor",
- "torch.nn.modules.activation.LogSoftmax",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.activation.ReLU",
- "__builtin__.getattr",
- "torch.LongStorage",
- "torch.nn.modules.batchnorm.BatchNorm1d",
- "torch.nn.modules.activation.LeakyReLU",
- "torch._utils._rebuild_parameter",
- "torch.FloatStorage",
- "qnn_toolkit.QNN",
- "torch.nn.modules.linear.Linear",
- "collections.OrderedDict",
- "torch.nn.modules.conv.Conv2d",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.activation.Sigmoid",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "qnn_toolkit.DynamicWeightingModule",
- "torchvision.models.resnet.BasicBlock",
- "__main__.CNN",
- "torch.nn.modules.pooling.MaxPool2d"
How to fix it?
45 MB
xet

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets 7 months ago
clean_model-OrganAMNIST-qnn_model-no_entanglement_ansatz.pt
Detected Pickle imports (24)
- "__builtin__.set",
- "qnn_toolkit.FeatureExtractor",
- "torch.nn.modules.activation.LogSoftmax",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.activation.ReLU",
- "__builtin__.getattr",
- "torch.LongStorage",
- "torch.nn.modules.batchnorm.BatchNorm1d",
- "torch.nn.modules.activation.LeakyReLU",
- "torch._utils._rebuild_parameter",
- "torch.FloatStorage",
- "qnn_toolkit.QNN",
- "torch.nn.modules.linear.Linear",
- "collections.OrderedDict",
- "torch.nn.modules.conv.Conv2d",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.activation.Sigmoid",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "qnn_toolkit.DynamicWeightingModule",
- "torchvision.models.resnet.BasicBlock",
- "__main__.CNN",
- "torch.nn.modules.pooling.MaxPool2d"
How to fix it?
45 MB
xet

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets 7 months ago
clean_model-OrganAMNIST-qnn_model-star_entanglement_ansatz.pt
Detected Pickle imports (24)
- "__builtin__.set",
- "qnn_toolkit.FeatureExtractor",
- "torch.nn.modules.activation.LogSoftmax",
- "torch.nn.modules.container.Sequential",
- "torchvision.models.resnet.ResNet",
- "torch.nn.modules.activation.ReLU",
- "__builtin__.getattr",
- "torch.LongStorage",
- "torch.nn.modules.batchnorm.BatchNorm1d",
- "torch.nn.modules.activation.LeakyReLU",
- "torch._utils._rebuild_parameter",
- "torch.FloatStorage",
- "qnn_toolkit.QNN",
- "torch.nn.modules.linear.Linear",
- "collections.OrderedDict",
- "torch.nn.modules.conv.Conv2d",
- "torch._utils._rebuild_tensor_v2",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.activation.Sigmoid",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "qnn_toolkit.DynamicWeightingModule",
- "torchvision.models.resnet.BasicBlock",
- "__main__.CNN",
- "torch.nn.modules.pooling.MaxPool2d"
How to fix it?
45 MB
xet

Trained DNN, CNN, and QNN Models on MNIST, OrganAMNIST, and CIFAR-10 Datasets 7 months ago

Detected Pickle imports (17)

Detected Pickle imports (10)

Detected Pickle imports (24)

Detected Pickle imports (24)

Detected Pickle imports (24)

Detected Pickle imports (24)

Detected Pickle imports (17)

Detected Pickle imports (10)

Detected Pickle imports (24)

Detected Pickle imports (24)

Detected Pickle imports (24)

Detected Pickle imports (24)

Detected Pickle imports (17)

Detected Pickle imports (10)

Detected Pickle imports (24)

Detected Pickle imports (24)

Detected Pickle imports (24)

Detected Pickle imports (24)