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vision_models_in_FDA

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CUHK SphereLab 26

• "torch._utils._rebuild_tensor_v2",
• "torch._utils._rebuild_parameter",
• "collections.OrderedDict",
• "src.modeling.ClassificationHead",
• "torch.FloatStorage",
• "__builtin__.set"

How to fix it?

• "__builtin__.set",
• "collections.OrderedDict",
• "torch.FloatStorage",
• "torch._utils._rebuild_tensor_v2",
• "src.modeling.ClassificationHead",
• "torch._utils._rebuild_parameter"

How to fix it?

• "torch._utils._rebuild_parameter",
• "collections.OrderedDict",
• "torch.FloatStorage",
• "__builtin__.set",
• "src.modeling.ClassificationHead",
• "torch._utils._rebuild_tensor_v2"

How to fix it?

• "torch._utils._rebuild_parameter",
• "collections.OrderedDict",
• "__builtin__.set",
• "torch.FloatStorage",
• "src.modeling.ClassificationHead",
• "torch._utils._rebuild_tensor_v2"

How to fix it?

• "__builtin__.set",
• "collections.OrderedDict",
• "torch.FloatStorage",
• "torch._utils._rebuild_tensor_v2",
• "src.modeling.ClassificationHead",
• "torch._utils._rebuild_parameter"

How to fix it?

• "torch._utils._rebuild_parameter",
• "collections.OrderedDict",
• "torch.FloatStorage",
• "__builtin__.set",
• "src.modeling.ClassificationHead",
• "torch._utils._rebuild_tensor_v2"

How to fix it?

• "src.modeling.ClassificationHead",
• "collections.OrderedDict",
• "torch.FloatStorage",
• "__builtin__.set",
• "torch._utils._rebuild_tensor_v2",
• "torch._utils._rebuild_parameter"

How to fix it?

• "torch._utils._rebuild_parameter",
• "collections.OrderedDict",
• "torch.FloatStorage",
• "__builtin__.set",
• "src.modeling.ClassificationHead",
• "torch._utils._rebuild_tensor_v2"

How to fix it?

• "torch._utils._rebuild_parameter",
• "collections.OrderedDict",
• "torch.FloatStorage",
• "__builtin__.set",
• "src.modeling.ClassificationHead",
• "torch._utils._rebuild_tensor_v2"

How to fix it?

• "torchvision.transforms.transforms.Resize",
• "open_clip.model.VisualTransformer",
• "torch.nn.modules.activation.MultiheadAttention",
• "torchvision.transforms.transforms.ToTensor",
• "torch.nn.modules.linear.Identity",
• "torch.nn.modules.sparse.Embedding",
• "open_clip.model.Transformer",
• "torchvision.transforms.transforms.Compose",
• "torch._utils._rebuild_tensor_v2",
• "open_clip.transform._convert_to_rgb",
• "collections.OrderedDict",
• "torchvision.transforms.transforms.CenterCrop",
• "torch._utils._rebuild_parameter",
• "torchvision.transforms.functional.InterpolationMode",
• "torch.nn.modules.linear.NonDynamicallyQuantizableLinear",
• "open_clip.model.CLIP",
• "torch.nn.modules.linear.Linear",
• "open_clip.model.ResidualAttentionBlock",
• "open_clip.model.QuickGELU",
• "torch.nn.modules.conv.Conv2d",
• "torch.FloatStorage",
• "torch.nn.modules.container.Sequential",
• "torchvision.transforms.transforms.Normalize",
• "torch.nn.modules.container.ModuleList",
• "torchvision.transforms.transforms.RandomResizedCrop",
• "open_clip.model.LayerNorm",
• "src.modeling.ImageEncoder",
• "__builtin__.set"

How to fix it?

• "torchvision.transforms.transforms.Resize",
• "open_clip.model.VisualTransformer",
• "torch.nn.modules.activation.MultiheadAttention",
• "torchvision.transforms.transforms.ToTensor",
• "torch.nn.modules.linear.Identity",
• "torch.nn.modules.sparse.Embedding",
• "open_clip.model.Transformer",
• "torchvision.transforms.transforms.Compose",
• "torch._utils._rebuild_tensor_v2",
• "open_clip.transform._convert_to_rgb",
• "collections.OrderedDict",
• "torchvision.transforms.transforms.CenterCrop",
• "torch._utils._rebuild_parameter",
• "torchvision.transforms.functional.InterpolationMode",
• "torch.nn.modules.linear.NonDynamicallyQuantizableLinear",
• "open_clip.model.CLIP",
• "torch.nn.modules.linear.Linear",
• "open_clip.model.ResidualAttentionBlock",
• "open_clip.model.QuickGELU",
• "torch.nn.modules.conv.Conv2d",
• "torch.FloatStorage",
• "torch.nn.modules.container.Sequential",
• "torchvision.transforms.transforms.Normalize",
• "torch.nn.modules.container.ModuleList",
• "torchvision.transforms.transforms.RandomResizedCrop",
• "open_clip.model.LayerNorm",
• "src.modeling.ImageEncoder",
• "__builtin__.set"

How to fix it?

• "torchvision.transforms.transforms.Resize",
• "open_clip.model.VisualTransformer",
• "torch.nn.modules.activation.MultiheadAttention",
• "torchvision.transforms.transforms.ToTensor",
• "torch.nn.modules.linear.Identity",
• "torch.nn.modules.sparse.Embedding",
• "open_clip.model.Transformer",
• "torchvision.transforms.transforms.Compose",
• "torch._utils._rebuild_tensor_v2",
• "open_clip.transform._convert_to_rgb",
• "collections.OrderedDict",
• "torchvision.transforms.transforms.CenterCrop",
• "torch._utils._rebuild_parameter",
• "torchvision.transforms.functional.InterpolationMode",
• "torch.nn.modules.linear.NonDynamicallyQuantizableLinear",
• "open_clip.model.CLIP",
• "torch.nn.modules.linear.Linear",
• "open_clip.model.ResidualAttentionBlock",
• "open_clip.model.QuickGELU",
• "torch.nn.modules.conv.Conv2d",
• "torch.FloatStorage",
• "torch.nn.modules.container.Sequential",
• "torchvision.transforms.transforms.Normalize",
• "torch.nn.modules.container.ModuleList",
• "torchvision.transforms.transforms.RandomResizedCrop",
• "open_clip.model.LayerNorm",
• "src.modeling.ImageEncoder",
• "__builtin__.set"

How to fix it?

• "open_clip.model.ResidualAttentionBlock",
• "torchvision.transforms.transforms.Normalize",
• "torch.FloatStorage",
• "torch.nn.modules.linear.NonDynamicallyQuantizableLinear",
• "collections.OrderedDict",
• "src.modeling.ImageEncoder",
• "__builtin__.set",
• "torchvision.transforms.transforms.Resize",
• "torch.nn.modules.conv.Conv2d",
• "open_clip.model.CLIP",
• "open_clip.transform._convert_to_rgb",
• "open_clip.model.VisualTransformer",
• "torch.nn.modules.container.Sequential",
• "torchvision.transforms.functional.InterpolationMode",
• "open_clip.model.LayerNorm",
• "torchvision.transforms.transforms.ToTensor",
• "torch.nn.modules.container.ModuleList",
• "torch._utils._rebuild_tensor_v2",
• "torchvision.transforms.transforms.CenterCrop",
• "torch.nn.modules.activation.MultiheadAttention",
• "torch._utils._rebuild_parameter",
• "torch.nn.modules.linear.Identity",
• "open_clip.model.Transformer",
• "torch.nn.modules.sparse.Embedding",
• "open_clip.model.QuickGELU",
• "torchvision.transforms.transforms.Compose",
• "torchvision.transforms.transforms.RandomResizedCrop",
• "torch.nn.modules.linear.Linear"

How to fix it?