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document-layout-comparison

like 7

Running on Zero

• "ultralytics.utils.loss.BboxLoss",
• "ultralytics.nn.modules.block.C2f",
• "__builtin__.set",
• "ultralytics.nn.modules.conv.Concat",
• "ultralytics.utils.loss.v8DetectionLoss",
• "ultralytics.nn.modules.conv.Conv",
• "ultralytics.nn.tasks.DetectionModel",
• "torch.HalfStorage",
• "collections.OrderedDict",
• "torch.nn.modules.upsampling.Upsample",
• "ultralytics.utils.IterableSimpleNamespace",
• "torch.LongStorage",
• "torch._utils._rebuild_tensor_v2",
• "torch.nn.modules.conv.Conv2d",
• "torch._utils._rebuild_parameter",
• "ultralytics.nn.modules.head.Detect",
• "torch.device",
• "ultralytics.utils.tal.TaskAlignedAssigner",
• "torch.nn.modules.loss.BCEWithLogitsLoss",
• "ultralytics.nn.modules.block.SPPF",
• "torch.nn.modules.pooling.MaxPool2d",
• "torch.nn.modules.container.Sequential",
• "torch.nn.modules.activation.SiLU",
• "torch.nn.modules.container.ModuleList",
• "torch.Size",
• "torch.FloatStorage",
• "ultralytics.nn.modules.block.DFL",
• "torch.nn.modules.batchnorm.BatchNorm2d",
• "ultralytics.nn.modules.block.Bottleneck"

How to fix it?

• "ultralytics.utils.loss.BboxLoss",
• "ultralytics.nn.modules.conv.Conv",
• "ultralytics.nn.modules.head.Detect",
• "torch.nn.modules.container.ModuleList",
• "torch.device",
• "torch.nn.modules.batchnorm.BatchNorm2d",
• "torch.LongStorage",
• "ultralytics.nn.tasks.DetectionModel",
• "ultralytics.utils.IterableSimpleNamespace",
• "torch.nn.modules.upsampling.Upsample",
• "torch._utils._rebuild_parameter",
• "ultralytics.nn.modules.block.DFL",
• "ultralytics.utils.loss.v8DetectionLoss",
• "__builtin__.set",
• "torch.HalfStorage",
• "torch.nn.modules.activation.SiLU",
• "torch.FloatStorage",
• "ultralytics.nn.modules.block.Bottleneck",
• "torch._utils._rebuild_tensor_v2",
• "ultralytics.nn.modules.conv.Concat",
• "collections.OrderedDict",
• "torch.Size",
• "ultralytics.nn.modules.block.SPPF",
• "ultralytics.utils.tal.TaskAlignedAssigner",
• "torch.nn.modules.conv.Conv2d",
• "ultralytics.nn.modules.block.C2f",
• "torch.nn.modules.loss.BCEWithLogitsLoss",
• "torch.nn.modules.container.Sequential",
• "torch.nn.modules.pooling.MaxPool2d"

How to fix it?

• "torch.nn.modules.pooling.MaxPool2d",
• "ultralytics.nn.modules.block.Bottleneck",
• "ultralytics.utils.IterableSimpleNamespace",
• "ultralytics.utils.tal.TaskAlignedAssigner",
• "torch._utils._rebuild_parameter",
• "ultralytics.nn.modules.conv.Concat",
• "torch.Size",
• "torch.LongStorage",
• "__builtin__.set",
• "torch.FloatStorage",
• "torch.nn.modules.container.ModuleList",
• "ultralytics.nn.modules.head.Detect",
• "torch.device",
• "ultralytics.nn.modules.conv.Conv",
• "ultralytics.nn.tasks.DetectionModel",
• "torch.nn.modules.batchnorm.BatchNorm2d",
• "torch.nn.modules.conv.Conv2d",
• "torch._utils._rebuild_tensor_v2",
• "torch.nn.modules.container.Sequential",
• "ultralytics.nn.modules.block.DFL",
• "ultralytics.utils.loss.BboxLoss",
• "torch.nn.modules.loss.BCEWithLogitsLoss",
• "collections.OrderedDict",
• "torch.nn.modules.activation.SiLU",
• "ultralytics.utils.loss.v8DetectionLoss",
• "torch.HalfStorage",
• "ultralytics.nn.modules.block.SPPF",
• "ultralytics.nn.modules.block.C2f",
• "torch.nn.modules.upsampling.Upsample"

How to fix it?

• "torch.nn.modules.container.ModuleList",
• "torch._utils._rebuild_tensor_v2",
• "ultralytics.nn.modules.block.SPPF",
• "ultralytics.utils.tal.TaskAlignedAssigner",
• "ultralytics.utils.loss.BboxLoss",
• "torch.device",
• "dill._dill._load_type",
• "torch.nn.modules.container.Sequential",
• "ultralytics.utils.loss.v8DetectionLoss",
• "torch.nn.modules.upsampling.Upsample",
• "ultralytics.nn.modules.block.DFL",
• "torch.FloatStorage",
• "ultralytics.nn.modules.conv.Concat",
• "ultralytics.utils.IterableSimpleNamespace",
• "ultralytics.nn.modules.block.Bottleneck",
• "torch.nn.modules.loss.BCEWithLogitsLoss",
• "torch.HalfStorage",
• "torch.nn.modules.batchnorm.BatchNorm2d",
• "torch.nn.modules.activation.SiLU",
• "torch.nn.modules.pooling.MaxPool2d",
• "collections.OrderedDict",
• "ultralytics.nn.modules.conv.Conv",
• "torch.Size",
• "torch._utils._rebuild_parameter",
• "ultralytics.nn.modules.block.C2f",
• "torch.nn.modules.conv.Conv2d",
• "torch.LongStorage",
• "ultralytics.nn.modules.head.Detect",
• "ultralytics.nn.tasks.DetectionModel"

How to fix it?