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ICASSP25-PAIR

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iLearn-Lab 130

• "model_vssp.Encoder",
• "_codecs.encode",
• "torch.nn.modules.dropout.Dropout",
• "model_vssp.FeatureWiseAffine",
• "MHTransformer_dis.MlpTransformer",
• "MHTransformer_dis.Transformer",
• "open_clip.transformer.LayerNorm",
• "torch._utils._rebuild_parameter",
• "collections.OrderedDict",
• "torch.nn.modules.container.Sequential",
• "torch.nn.modules.activation.Softmax",
• "open_clip.transformer.Transformer",
• "torch.nn.modules.conv.Conv2d",
• "open_clip.transformer.VisionTransformer",
• "regex._regex.compile",
• "MHTransformer.TransformerLayer",
• "torch.nn.modules.activation.MultiheadAttention",
• "open_clip.tokenizer._clean_lower",
• "open_clip.model.CLIP",
• "torch.nn.modules.linear.NonDynamicallyQuantizableLinear",
• "model_vssp.Backbone",
• "torch.nn.modules.sparse.Embedding",
• "torch.FloatStorage",
• "open_clip.transformer.ResidualAttentionBlock",
• "__builtin__.set",
• "MHTransformer.MultiHeadAttention",
• "torch.nn.modules.linear.Linear",
• "MHTransformer_dis.TransformerLayer",
• "torch._utils._rebuild_tensor_v2",
• "torch.nn.functional.relu",
• "MHTransformer_dis.MultiHeadAttention",
• "torch.nn.modules.linear.Identity",
• "torch.nn.modules.normalization.LayerNorm",
• "MHTransformer.MlpTransformer",
• "MHTransformer.Transformer",
• "torch.nn.modules.container.ModuleList",
• "torch.nn.modules.activation.GELU",
• "open_clip.tokenizer.SimpleTokenizer"

How to fix it?

• "collections.OrderedDict",
• "_codecs.encode",
• "MHTransformer.MultiHeadAttention",
• "MHTransformer_dis.TransformerLayer",
• "open_clip.tokenizer.SimpleTokenizer",
• "MHTransformer_dis.Transformer",
• "torch.nn.modules.linear.NonDynamicallyQuantizableLinear",
• "torch.nn.modules.activation.Softmax",
• "MHTransformer.TransformerLayer",
• "torch.nn.modules.activation.MultiheadAttention",
• "torch.nn.modules.linear.Identity",
• "torch.nn.functional.relu",
• "open_clip.model.CLIP",
• "torch._utils._rebuild_parameter",
• "MHTransformer.Transformer",
• "torch.nn.modules.dropout.Dropout",
• "open_clip.transformer.VisionTransformer",
• "model_vssp.FeatureWiseAffine",
• "torch.nn.modules.normalization.LayerNorm",
• "MHTransformer_dis.MlpTransformer",
• "open_clip.transformer.Transformer",
• "torch.nn.modules.sparse.Embedding",
• "torch.FloatStorage",
• "torch.nn.modules.activation.GELU",
• "MHTransformer.MlpTransformer",
• "model_vssp.Backbone",
• "torch.nn.modules.conv.Conv2d",
• "open_clip.transformer.ResidualAttentionBlock",
• "torch._utils._rebuild_tensor_v2",
• "open_clip.transformer.LayerNorm",
• "torch.nn.modules.linear.Linear",
• "torch.nn.modules.container.ModuleList",
• "open_clip.tokenizer._clean_lower",
• "__builtin__.set",
• "regex._regex.compile",
• "model_vssp.Encoder",
• "MHTransformer_dis.MultiHeadAttention",
• "torch.nn.modules.container.Sequential"

How to fix it?