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Detect_LDM_Generated_Images

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Running

• "timm.layers.activations.GELU",
• "torch.nn.modules.linear.Linear",
• "torch.nn.modules.dropout.Dropout",
• "timm.layers.norm.LayerNorm",
• "torch.nn.modules.linear.Identity",
• "torch._utils._rebuild_parameter",
• "timm.layers.drop.DropPath",
• "timm.models.convnext.ConvNeXt",
• "timm.layers.classifier.NormMlpClassifierHead",
• "timm.layers.mlp.Mlp",
• "torch.FloatStorage",
• "collections.OrderedDict",
• "torch.nn.modules.container.Sequential",
• "timm.layers.norm.LayerNorm2d",
• "timm.models.convnext.ConvNeXtBlock",
• "timm.layers.adaptive_avgmax_pool.SelectAdaptivePool2d",
• "torch.nn.modules.flatten.Flatten",
• "torch.nn.modules.pooling.AdaptiveAvgPool2d",
• "__builtin__.set",
• "timm.models.convnext.ConvNeXtStage",
• "torch._utils._rebuild_tensor_v2",
• "torch.nn.modules.conv.Conv2d"

How to fix it?

• "timm.models.efficientnet.EfficientNet",
• "torch.nn.modules.linear.Linear",
• "timm.layers.norm_act.BatchNormAct2d",
• "timm.layers.conv2d_same.Conv2dSame",
• "torch.nn.modules.activation.SiLU",
• "torch.nn.modules.linear.Identity",
• "timm.models._efficientnet_blocks.InvertedResidual",
• "torch._utils._rebuild_parameter",
• "torch.nn.modules.activation.Sigmoid",
• "timm.layers.drop.DropPath",
• "timm.models._efficientnet_blocks.SqueezeExcite",
• "torch.FloatStorage",
• "timm.models._efficientnet_blocks.EdgeResidual",
• "collections.OrderedDict",
• "torch.LongStorage",
• "torch.nn.modules.container.Sequential",
• "timm.layers.adaptive_avgmax_pool.SelectAdaptivePool2d",
• "torch.nn.modules.flatten.Flatten",
• "torch.nn.modules.pooling.AdaptiveAvgPool2d",
• "__builtin__.set",
• "torch._utils._rebuild_tensor_v2",
• "timm.models._efficientnet_blocks.ConvBnAct",
• "torch.nn.modules.conv.Conv2d"

How to fix it?

• "timm.models.eva.EvaBlock",
• "timm.layers.mlp.SwiGLU",
• "torch.nn.modules.linear.Linear",
• "timm.layers.norm.LayerNorm",
• "torch.nn.modules.dropout.Dropout",
• "timm.models.eva.Eva",
• "torch.nn.modules.activation.SiLU",
• "torch.nn.modules.linear.Identity",
• "torch._utils._rebuild_parameter",
• "timm.layers.drop.DropPath",
• "torch.nn.modules.container.ModuleList",
• "timm.layers.patch_embed.PatchEmbed",
• "torch.FloatStorage",
• "collections.OrderedDict",
• "timm.models.eva.EvaAttention",
• "__builtin__.set",
• "torch._utils._rebuild_tensor_v2",
• "timm.layers.pos_embed_sincos.RotaryEmbeddingCat",
• "torch.nn.modules.conv.Conv2d",
• "timm.layers.format.Format"

How to fix it?