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state_dict.json
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True||| pos_embed: torch.Size([1, 3136, 96])||| pos_embed: torch.Size([1, 1444, 96])
True||| patch_embed.proj.weight: torch.Size([96, 3, 7, 7])||| patch_embed.proj.weight: torch.Size([96, 3, 7, 7])
True||| patch_embed.proj.bias: torch.Size([96])||| patch_embed.proj.bias: torch.Size([96])
True||| rev_backbone.layers.0.F.norm.weight: torch.Size([96])||| rev_backbone.layers.0.F.norm.weight: torch.Size([96])
True||| rev_backbone.layers.0.F.norm.bias: torch.Size([96])||| rev_backbone.layers.0.F.norm.bias: torch.Size([96])
True||| rev_backbone.layers.0.F.attn.q.weight: torch.Size([96, 96])||| rev_backbone.layers.0.F.attn.q.weight: torch.Size([96, 96])
True||| rev_backbone.layers.0.F.attn.q.bias: torch.Size([96])||| rev_backbone.layers.0.F.attn.q.bias: torch.Size([96])
True||| rev_backbone.layers.0.F.attn.k.weight: torch.Size([96, 96])||| rev_backbone.layers.0.F.attn.k.weight: torch.Size([96, 96])
True||| rev_backbone.layers.0.F.attn.k.bias: torch.Size([96])||| rev_backbone.layers.0.F.attn.k.bias: torch.Size([96])
True||| rev_backbone.layers.0.F.attn.v.weight: torch.Size([96, 96])||| rev_backbone.layers.0.F.attn.v.weight: torch.Size([96, 96])
True||| rev_backbone.layers.0.F.attn.v.bias: torch.Size([96])||| rev_backbone.layers.0.F.attn.v.bias: torch.Size([96])
True||| rev_backbone.layers.0.F.attn.proj.weight: torch.Size([96, 96])||| rev_backbone.layers.0.F.attn.proj.weight: torch.Size([96, 96])
True||| rev_backbone.layers.0.F.attn.proj.bias: torch.Size([96])||| rev_backbone.layers.0.F.attn.proj.bias: torch.Size([96])
True||| rev_backbone.layers.0.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.0.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.0.F.attn.norm_k.weight: torch.Size([96])||| rev_backbone.layers.0.F.attn.norm_k.weight: torch.Size([96])
True||| rev_backbone.layers.0.F.attn.norm_k.bias: torch.Size([96])||| rev_backbone.layers.0.F.attn.norm_k.bias: torch.Size([96])
True||| rev_backbone.layers.0.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.0.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.0.F.attn.norm_v.weight: torch.Size([96])||| rev_backbone.layers.0.F.attn.norm_v.weight: torch.Size([96])
True||| rev_backbone.layers.0.F.attn.norm_v.bias: torch.Size([96])||| rev_backbone.layers.0.F.attn.norm_v.bias: torch.Size([96])
True||| rev_backbone.layers.0.G.norm.weight: torch.Size([96])||| rev_backbone.layers.0.G.norm.weight: torch.Size([96])
True||| rev_backbone.layers.0.G.norm.bias: torch.Size([96])||| rev_backbone.layers.0.G.norm.bias: torch.Size([96])
True||| rev_backbone.layers.0.G.mlp.fc1.weight: torch.Size([384, 96])||| rev_backbone.layers.0.G.mlp.fc1.weight: torch.Size([384, 96])
True||| rev_backbone.layers.0.G.mlp.fc1.bias: torch.Size([384])||| rev_backbone.layers.0.G.mlp.fc1.bias: torch.Size([384])
True||| rev_backbone.layers.0.G.mlp.fc2.weight: torch.Size([96, 384])||| rev_backbone.layers.0.G.mlp.fc2.weight: torch.Size([96, 384])
True||| rev_backbone.layers.0.G.mlp.fc2.bias: torch.Size([96])||| rev_backbone.layers.0.G.mlp.fc2.bias: torch.Size([96])
True||| rev_backbone.layers.1.F.norm.weight: torch.Size([192])||| rev_backbone.layers.1.F.norm.weight: torch.Size([192])
True||| rev_backbone.layers.1.F.norm.bias: torch.Size([192])||| rev_backbone.layers.1.F.norm.bias: torch.Size([192])
True||| rev_backbone.layers.1.F.attn.q.weight: torch.Size([192, 192])||| rev_backbone.layers.1.F.attn.q.weight: torch.Size([192, 192])
True||| rev_backbone.layers.1.F.attn.q.bias: torch.Size([192])||| rev_backbone.layers.1.F.attn.q.bias: torch.Size([192])
True||| rev_backbone.layers.1.F.attn.k.weight: torch.Size([192, 192])||| rev_backbone.layers.1.F.attn.k.weight: torch.Size([192, 192])
True||| rev_backbone.layers.1.F.attn.k.bias: torch.Size([192])||| rev_backbone.layers.1.F.attn.k.bias: torch.Size([192])
True||| rev_backbone.layers.1.F.attn.v.weight: torch.Size([192, 192])||| rev_backbone.layers.1.F.attn.v.weight: torch.Size([192, 192])
True||| rev_backbone.layers.1.F.attn.v.bias: torch.Size([192])||| rev_backbone.layers.1.F.attn.v.bias: torch.Size([192])
True||| rev_backbone.layers.1.F.attn.proj.weight: torch.Size([192, 192])||| rev_backbone.layers.1.F.attn.proj.weight: torch.Size([192, 192])
True||| rev_backbone.layers.1.F.attn.proj.bias: torch.Size([192])||| rev_backbone.layers.1.F.attn.proj.bias: torch.Size([192])
True||| rev_backbone.layers.1.F.attn.pool_q.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.1.F.attn.pool_q.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.1.F.attn.norm_q.weight: torch.Size([96])||| rev_backbone.layers.1.F.attn.norm_q.weight: torch.Size([96])
True||| rev_backbone.layers.1.F.attn.norm_q.bias: torch.Size([96])||| rev_backbone.layers.1.F.attn.norm_q.bias: torch.Size([96])
True||| rev_backbone.layers.1.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.1.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.1.F.attn.norm_k.weight: torch.Size([96])||| rev_backbone.layers.1.F.attn.norm_k.weight: torch.Size([96])
True||| rev_backbone.layers.1.F.attn.norm_k.bias: torch.Size([96])||| rev_backbone.layers.1.F.attn.norm_k.bias: torch.Size([96])
True||| rev_backbone.layers.1.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.1.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.1.F.attn.norm_v.weight: torch.Size([96])||| rev_backbone.layers.1.F.attn.norm_v.weight: torch.Size([96])
True||| rev_backbone.layers.1.F.attn.norm_v.bias: torch.Size([96])||| rev_backbone.layers.1.F.attn.norm_v.bias: torch.Size([96])
True||| rev_backbone.layers.1.G.norm.weight: torch.Size([192])||| rev_backbone.layers.1.G.norm.weight: torch.Size([192])
True||| rev_backbone.layers.1.G.norm.bias: torch.Size([192])||| rev_backbone.layers.1.G.norm.bias: torch.Size([192])
True||| rev_backbone.layers.1.G.mlp.fc1.weight: torch.Size([768, 192])||| rev_backbone.layers.1.G.mlp.fc1.weight: torch.Size([768, 192])
True||| rev_backbone.layers.1.G.mlp.fc1.bias: torch.Size([768])||| rev_backbone.layers.1.G.mlp.fc1.bias: torch.Size([768])
True||| rev_backbone.layers.1.G.mlp.fc2.weight: torch.Size([192, 768])||| rev_backbone.layers.1.G.mlp.fc2.weight: torch.Size([192, 768])
True||| rev_backbone.layers.1.G.mlp.fc2.bias: torch.Size([192])||| rev_backbone.layers.1.G.mlp.fc2.bias: torch.Size([192])
True||| rev_backbone.layers.1.pre_q_fuse.fuse_fn.fc1.weight: torch.Size([384, 192])||| rev_backbone.layers.1.pre_q_fuse.fuse_fn.fc1.weight: torch.Size([384, 192])
True||| rev_backbone.layers.1.pre_q_fuse.fuse_fn.fc1.bias: torch.Size([384])||| rev_backbone.layers.1.pre_q_fuse.fuse_fn.fc1.bias: torch.Size([384])
True||| rev_backbone.layers.1.pre_q_fuse.fuse_fn.fc2.weight: torch.Size([192, 384])||| rev_backbone.layers.1.pre_q_fuse.fuse_fn.fc2.weight: torch.Size([192, 384])
True||| rev_backbone.layers.1.pre_q_fuse.fuse_fn.fc2.bias: torch.Size([192])||| rev_backbone.layers.1.pre_q_fuse.fuse_fn.fc2.bias: torch.Size([192])
True||| rev_backbone.layers.2.F.norm.weight: torch.Size([192])||| rev_backbone.layers.2.F.norm.weight: torch.Size([192])
True||| rev_backbone.layers.2.F.norm.bias: torch.Size([192])||| rev_backbone.layers.2.F.norm.bias: torch.Size([192])
True||| rev_backbone.layers.2.F.attn.q.weight: torch.Size([192, 192])||| rev_backbone.layers.2.F.attn.q.weight: torch.Size([192, 192])
True||| rev_backbone.layers.2.F.attn.q.bias: torch.Size([192])||| rev_backbone.layers.2.F.attn.q.bias: torch.Size([192])
True||| rev_backbone.layers.2.F.attn.k.weight: torch.Size([192, 192])||| rev_backbone.layers.2.F.attn.k.weight: torch.Size([192, 192])
True||| rev_backbone.layers.2.F.attn.k.bias: torch.Size([192])||| rev_backbone.layers.2.F.attn.k.bias: torch.Size([192])
True||| rev_backbone.layers.2.F.attn.v.weight: torch.Size([192, 192])||| rev_backbone.layers.2.F.attn.v.weight: torch.Size([192, 192])
True||| rev_backbone.layers.2.F.attn.v.bias: torch.Size([192])||| rev_backbone.layers.2.F.attn.v.bias: torch.Size([192])
True||| rev_backbone.layers.2.F.attn.proj.weight: torch.Size([192, 192])||| rev_backbone.layers.2.F.attn.proj.weight: torch.Size([192, 192])
True||| rev_backbone.layers.2.F.attn.proj.bias: torch.Size([192])||| rev_backbone.layers.2.F.attn.proj.bias: torch.Size([192])
True||| rev_backbone.layers.2.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.2.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.2.F.attn.norm_k.weight: torch.Size([96])||| rev_backbone.layers.2.F.attn.norm_k.weight: torch.Size([96])
True||| rev_backbone.layers.2.F.attn.norm_k.bias: torch.Size([96])||| rev_backbone.layers.2.F.attn.norm_k.bias: torch.Size([96])
True||| rev_backbone.layers.2.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.2.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.2.F.attn.norm_v.weight: torch.Size([96])||| rev_backbone.layers.2.F.attn.norm_v.weight: torch.Size([96])
True||| rev_backbone.layers.2.F.attn.norm_v.bias: torch.Size([96])||| rev_backbone.layers.2.F.attn.norm_v.bias: torch.Size([96])
True||| rev_backbone.layers.2.G.norm.weight: torch.Size([192])||| rev_backbone.layers.2.G.norm.weight: torch.Size([192])
True||| rev_backbone.layers.2.G.norm.bias: torch.Size([192])||| rev_backbone.layers.2.G.norm.bias: torch.Size([192])
True||| rev_backbone.layers.2.G.mlp.fc1.weight: torch.Size([768, 192])||| rev_backbone.layers.2.G.mlp.fc1.weight: torch.Size([768, 192])
True||| rev_backbone.layers.2.G.mlp.fc1.bias: torch.Size([768])||| rev_backbone.layers.2.G.mlp.fc1.bias: torch.Size([768])
True||| rev_backbone.layers.2.G.mlp.fc2.weight: torch.Size([192, 768])||| rev_backbone.layers.2.G.mlp.fc2.weight: torch.Size([192, 768])
True||| rev_backbone.layers.2.G.mlp.fc2.bias: torch.Size([192])||| rev_backbone.layers.2.G.mlp.fc2.bias: torch.Size([192])
True||| rev_backbone.layers.3.F.norm.weight: torch.Size([384])||| rev_backbone.layers.3.F.norm.weight: torch.Size([384])
True||| rev_backbone.layers.3.F.norm.bias: torch.Size([384])||| rev_backbone.layers.3.F.norm.bias: torch.Size([384])
True||| rev_backbone.layers.3.F.attn.q.weight: torch.Size([384, 384])||| rev_backbone.layers.3.F.attn.q.weight: torch.Size([384, 384])
True||| rev_backbone.layers.3.F.attn.q.bias: torch.Size([384])||| rev_backbone.layers.3.F.attn.q.bias: torch.Size([384])
True||| rev_backbone.layers.3.F.attn.k.weight: torch.Size([384, 384])||| rev_backbone.layers.3.F.attn.k.weight: torch.Size([384, 384])
True||| rev_backbone.layers.3.F.attn.k.bias: torch.Size([384])||| rev_backbone.layers.3.F.attn.k.bias: torch.Size([384])
True||| rev_backbone.layers.3.F.attn.v.weight: torch.Size([384, 384])||| rev_backbone.layers.3.F.attn.v.weight: torch.Size([384, 384])
True||| rev_backbone.layers.3.F.attn.v.bias: torch.Size([384])||| rev_backbone.layers.3.F.attn.v.bias: torch.Size([384])
True||| rev_backbone.layers.3.F.attn.proj.weight: torch.Size([384, 384])||| rev_backbone.layers.3.F.attn.proj.weight: torch.Size([384, 384])
True||| rev_backbone.layers.3.F.attn.proj.bias: torch.Size([384])||| rev_backbone.layers.3.F.attn.proj.bias: torch.Size([384])
True||| rev_backbone.layers.3.F.attn.pool_q.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.3.F.attn.pool_q.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.3.F.attn.norm_q.weight: torch.Size([96])||| rev_backbone.layers.3.F.attn.norm_q.weight: torch.Size([96])
True||| rev_backbone.layers.3.F.attn.norm_q.bias: torch.Size([96])||| rev_backbone.layers.3.F.attn.norm_q.bias: torch.Size([96])
True||| rev_backbone.layers.3.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.3.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.3.F.attn.norm_k.weight: torch.Size([96])||| rev_backbone.layers.3.F.attn.norm_k.weight: torch.Size([96])
True||| rev_backbone.layers.3.F.attn.norm_k.bias: torch.Size([96])||| rev_backbone.layers.3.F.attn.norm_k.bias: torch.Size([96])
True||| rev_backbone.layers.3.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.3.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.3.F.attn.norm_v.weight: torch.Size([96])||| rev_backbone.layers.3.F.attn.norm_v.weight: torch.Size([96])
True||| rev_backbone.layers.3.F.attn.norm_v.bias: torch.Size([96])||| rev_backbone.layers.3.F.attn.norm_v.bias: torch.Size([96])
True||| rev_backbone.layers.3.G.norm.weight: torch.Size([384])||| rev_backbone.layers.3.G.norm.weight: torch.Size([384])
True||| rev_backbone.layers.3.G.norm.bias: torch.Size([384])||| rev_backbone.layers.3.G.norm.bias: torch.Size([384])
True||| rev_backbone.layers.3.G.mlp.fc1.weight: torch.Size([1536, 384])||| rev_backbone.layers.3.G.mlp.fc1.weight: torch.Size([1536, 384])
True||| rev_backbone.layers.3.G.mlp.fc1.bias: torch.Size([1536])||| rev_backbone.layers.3.G.mlp.fc1.bias: torch.Size([1536])
True||| rev_backbone.layers.3.G.mlp.fc2.weight: torch.Size([384, 1536])||| rev_backbone.layers.3.G.mlp.fc2.weight: torch.Size([384, 1536])
True||| rev_backbone.layers.3.G.mlp.fc2.bias: torch.Size([384])||| rev_backbone.layers.3.G.mlp.fc2.bias: torch.Size([384])
True||| rev_backbone.layers.3.pre_q_fuse.fuse_fn.fc1.weight: torch.Size([768, 384])||| rev_backbone.layers.3.pre_q_fuse.fuse_fn.fc1.weight: torch.Size([768, 384])
True||| rev_backbone.layers.3.pre_q_fuse.fuse_fn.fc1.bias: torch.Size([768])||| rev_backbone.layers.3.pre_q_fuse.fuse_fn.fc1.bias: torch.Size([768])
True||| rev_backbone.layers.3.pre_q_fuse.fuse_fn.fc2.weight: torch.Size([384, 768])||| rev_backbone.layers.3.pre_q_fuse.fuse_fn.fc2.weight: torch.Size([384, 768])
True||| rev_backbone.layers.3.pre_q_fuse.fuse_fn.fc2.bias: torch.Size([384])||| rev_backbone.layers.3.pre_q_fuse.fuse_fn.fc2.bias: torch.Size([384])
True||| rev_backbone.layers.4.F.norm.weight: torch.Size([384])||| rev_backbone.layers.4.F.norm.weight: torch.Size([384])
True||| rev_backbone.layers.4.F.norm.bias: torch.Size([384])||| rev_backbone.layers.4.F.norm.bias: torch.Size([384])
True||| rev_backbone.layers.4.F.attn.q.weight: torch.Size([384, 384])||| rev_backbone.layers.4.F.attn.q.weight: torch.Size([384, 384])
True||| rev_backbone.layers.4.F.attn.q.bias: torch.Size([384])||| rev_backbone.layers.4.F.attn.q.bias: torch.Size([384])
True||| rev_backbone.layers.4.F.attn.k.weight: torch.Size([384, 384])||| rev_backbone.layers.4.F.attn.k.weight: torch.Size([384, 384])
True||| rev_backbone.layers.4.F.attn.k.bias: torch.Size([384])||| rev_backbone.layers.4.F.attn.k.bias: torch.Size([384])
True||| rev_backbone.layers.4.F.attn.v.weight: torch.Size([384, 384])||| rev_backbone.layers.4.F.attn.v.weight: torch.Size([384, 384])
True||| rev_backbone.layers.4.F.attn.v.bias: torch.Size([384])||| rev_backbone.layers.4.F.attn.v.bias: torch.Size([384])
True||| rev_backbone.layers.4.F.attn.proj.weight: torch.Size([384, 384])||| rev_backbone.layers.4.F.attn.proj.weight: torch.Size([384, 384])
True||| rev_backbone.layers.4.F.attn.proj.bias: torch.Size([384])||| rev_backbone.layers.4.F.attn.proj.bias: torch.Size([384])
True||| rev_backbone.layers.4.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.4.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.4.F.attn.norm_k.weight: torch.Size([96])||| rev_backbone.layers.4.F.attn.norm_k.weight: torch.Size([96])
True||| rev_backbone.layers.4.F.attn.norm_k.bias: torch.Size([96])||| rev_backbone.layers.4.F.attn.norm_k.bias: torch.Size([96])
True||| rev_backbone.layers.4.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.4.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.4.F.attn.norm_v.weight: torch.Size([96])||| rev_backbone.layers.4.F.attn.norm_v.weight: torch.Size([96])
True||| rev_backbone.layers.4.F.attn.norm_v.bias: torch.Size([96])||| rev_backbone.layers.4.F.attn.norm_v.bias: torch.Size([96])
True||| rev_backbone.layers.4.G.norm.weight: torch.Size([384])||| rev_backbone.layers.4.G.norm.weight: torch.Size([384])
True||| rev_backbone.layers.4.G.norm.bias: torch.Size([384])||| rev_backbone.layers.4.G.norm.bias: torch.Size([384])
True||| rev_backbone.layers.4.G.mlp.fc1.weight: torch.Size([1536, 384])||| rev_backbone.layers.4.G.mlp.fc1.weight: torch.Size([1536, 384])
True||| rev_backbone.layers.4.G.mlp.fc1.bias: torch.Size([1536])||| rev_backbone.layers.4.G.mlp.fc1.bias: torch.Size([1536])
True||| rev_backbone.layers.4.G.mlp.fc2.weight: torch.Size([384, 1536])||| rev_backbone.layers.4.G.mlp.fc2.weight: torch.Size([384, 1536])
True||| rev_backbone.layers.4.G.mlp.fc2.bias: torch.Size([384])||| rev_backbone.layers.4.G.mlp.fc2.bias: torch.Size([384])
True||| rev_backbone.layers.5.F.norm.weight: torch.Size([384])||| rev_backbone.layers.5.F.norm.weight: torch.Size([384])
True||| rev_backbone.layers.5.F.norm.bias: torch.Size([384])||| rev_backbone.layers.5.F.norm.bias: torch.Size([384])
True||| rev_backbone.layers.5.F.attn.q.weight: torch.Size([384, 384])||| rev_backbone.layers.5.F.attn.q.weight: torch.Size([384, 384])
True||| rev_backbone.layers.5.F.attn.q.bias: torch.Size([384])||| rev_backbone.layers.5.F.attn.q.bias: torch.Size([384])
True||| rev_backbone.layers.5.F.attn.k.weight: torch.Size([384, 384])||| rev_backbone.layers.5.F.attn.k.weight: torch.Size([384, 384])
True||| rev_backbone.layers.5.F.attn.k.bias: torch.Size([384])||| rev_backbone.layers.5.F.attn.k.bias: torch.Size([384])
True||| rev_backbone.layers.5.F.attn.v.weight: torch.Size([384, 384])||| rev_backbone.layers.5.F.attn.v.weight: torch.Size([384, 384])
True||| rev_backbone.layers.5.F.attn.v.bias: torch.Size([384])||| rev_backbone.layers.5.F.attn.v.bias: torch.Size([384])
True||| rev_backbone.layers.5.F.attn.proj.weight: torch.Size([384, 384])||| rev_backbone.layers.5.F.attn.proj.weight: torch.Size([384, 384])
True||| rev_backbone.layers.5.F.attn.proj.bias: torch.Size([384])||| rev_backbone.layers.5.F.attn.proj.bias: torch.Size([384])
True||| rev_backbone.layers.5.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.5.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.5.F.attn.norm_k.weight: torch.Size([96])||| rev_backbone.layers.5.F.attn.norm_k.weight: torch.Size([96])
True||| rev_backbone.layers.5.F.attn.norm_k.bias: torch.Size([96])||| rev_backbone.layers.5.F.attn.norm_k.bias: torch.Size([96])
True||| rev_backbone.layers.5.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.5.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.5.F.attn.norm_v.weight: torch.Size([96])||| rev_backbone.layers.5.F.attn.norm_v.weight: torch.Size([96])
True||| rev_backbone.layers.5.F.attn.norm_v.bias: torch.Size([96])||| rev_backbone.layers.5.F.attn.norm_v.bias: torch.Size([96])
True||| rev_backbone.layers.5.G.norm.weight: torch.Size([384])||| rev_backbone.layers.5.G.norm.weight: torch.Size([384])
True||| rev_backbone.layers.5.G.norm.bias: torch.Size([384])||| rev_backbone.layers.5.G.norm.bias: torch.Size([384])
True||| rev_backbone.layers.5.G.mlp.fc1.weight: torch.Size([1536, 384])||| rev_backbone.layers.5.G.mlp.fc1.weight: torch.Size([1536, 384])
True||| rev_backbone.layers.5.G.mlp.fc1.bias: torch.Size([1536])||| rev_backbone.layers.5.G.mlp.fc1.bias: torch.Size([1536])
True||| rev_backbone.layers.5.G.mlp.fc2.weight: torch.Size([384, 1536])||| rev_backbone.layers.5.G.mlp.fc2.weight: torch.Size([384, 1536])
True||| rev_backbone.layers.5.G.mlp.fc2.bias: torch.Size([384])||| rev_backbone.layers.5.G.mlp.fc2.bias: torch.Size([384])
True||| rev_backbone.layers.6.F.norm.weight: torch.Size([384])||| rev_backbone.layers.6.F.norm.weight: torch.Size([384])
True||| rev_backbone.layers.6.F.norm.bias: torch.Size([384])||| rev_backbone.layers.6.F.norm.bias: torch.Size([384])
True||| rev_backbone.layers.6.F.attn.q.weight: torch.Size([384, 384])||| rev_backbone.layers.6.F.attn.q.weight: torch.Size([384, 384])
True||| rev_backbone.layers.6.F.attn.q.bias: torch.Size([384])||| rev_backbone.layers.6.F.attn.q.bias: torch.Size([384])
True||| rev_backbone.layers.6.F.attn.k.weight: torch.Size([384, 384])||| rev_backbone.layers.6.F.attn.k.weight: torch.Size([384, 384])
True||| rev_backbone.layers.6.F.attn.k.bias: torch.Size([384])||| rev_backbone.layers.6.F.attn.k.bias: torch.Size([384])
True||| rev_backbone.layers.6.F.attn.v.weight: torch.Size([384, 384])||| rev_backbone.layers.6.F.attn.v.weight: torch.Size([384, 384])
True||| rev_backbone.layers.6.F.attn.v.bias: torch.Size([384])||| rev_backbone.layers.6.F.attn.v.bias: torch.Size([384])
True||| rev_backbone.layers.6.F.attn.proj.weight: torch.Size([384, 384])||| rev_backbone.layers.6.F.attn.proj.weight: torch.Size([384, 384])
True||| rev_backbone.layers.6.F.attn.proj.bias: torch.Size([384])||| rev_backbone.layers.6.F.attn.proj.bias: torch.Size([384])
True||| rev_backbone.layers.6.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.6.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.6.F.attn.norm_k.weight: torch.Size([96])||| rev_backbone.layers.6.F.attn.norm_k.weight: torch.Size([96])
True||| rev_backbone.layers.6.F.attn.norm_k.bias: torch.Size([96])||| rev_backbone.layers.6.F.attn.norm_k.bias: torch.Size([96])
True||| rev_backbone.layers.6.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.6.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.6.F.attn.norm_v.weight: torch.Size([96])||| rev_backbone.layers.6.F.attn.norm_v.weight: torch.Size([96])
True||| rev_backbone.layers.6.F.attn.norm_v.bias: torch.Size([96])||| rev_backbone.layers.6.F.attn.norm_v.bias: torch.Size([96])
True||| rev_backbone.layers.6.G.norm.weight: torch.Size([384])||| rev_backbone.layers.6.G.norm.weight: torch.Size([384])
True||| rev_backbone.layers.6.G.norm.bias: torch.Size([384])||| rev_backbone.layers.6.G.norm.bias: torch.Size([384])
True||| rev_backbone.layers.6.G.mlp.fc1.weight: torch.Size([1536, 384])||| rev_backbone.layers.6.G.mlp.fc1.weight: torch.Size([1536, 384])
True||| rev_backbone.layers.6.G.mlp.fc1.bias: torch.Size([1536])||| rev_backbone.layers.6.G.mlp.fc1.bias: torch.Size([1536])
True||| rev_backbone.layers.6.G.mlp.fc2.weight: torch.Size([384, 1536])||| rev_backbone.layers.6.G.mlp.fc2.weight: torch.Size([384, 1536])
True||| rev_backbone.layers.6.G.mlp.fc2.bias: torch.Size([384])||| rev_backbone.layers.6.G.mlp.fc2.bias: torch.Size([384])
True||| rev_backbone.layers.7.F.norm.weight: torch.Size([384])||| rev_backbone.layers.7.F.norm.weight: torch.Size([384])
True||| rev_backbone.layers.7.F.norm.bias: torch.Size([384])||| rev_backbone.layers.7.F.norm.bias: torch.Size([384])
True||| rev_backbone.layers.7.F.attn.q.weight: torch.Size([384, 384])||| rev_backbone.layers.7.F.attn.q.weight: torch.Size([384, 384])
True||| rev_backbone.layers.7.F.attn.q.bias: torch.Size([384])||| rev_backbone.layers.7.F.attn.q.bias: torch.Size([384])
True||| rev_backbone.layers.7.F.attn.k.weight: torch.Size([384, 384])||| rev_backbone.layers.7.F.attn.k.weight: torch.Size([384, 384])
True||| rev_backbone.layers.7.F.attn.k.bias: torch.Size([384])||| rev_backbone.layers.7.F.attn.k.bias: torch.Size([384])
True||| rev_backbone.layers.7.F.attn.v.weight: torch.Size([384, 384])||| rev_backbone.layers.7.F.attn.v.weight: torch.Size([384, 384])
True||| rev_backbone.layers.7.F.attn.v.bias: torch.Size([384])||| rev_backbone.layers.7.F.attn.v.bias: torch.Size([384])
True||| rev_backbone.layers.7.F.attn.proj.weight: torch.Size([384, 384])||| rev_backbone.layers.7.F.attn.proj.weight: torch.Size([384, 384])
True||| rev_backbone.layers.7.F.attn.proj.bias: torch.Size([384])||| rev_backbone.layers.7.F.attn.proj.bias: torch.Size([384])
True||| rev_backbone.layers.7.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.7.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.7.F.attn.norm_k.weight: torch.Size([96])||| rev_backbone.layers.7.F.attn.norm_k.weight: torch.Size([96])
True||| rev_backbone.layers.7.F.attn.norm_k.bias: torch.Size([96])||| rev_backbone.layers.7.F.attn.norm_k.bias: torch.Size([96])
True||| rev_backbone.layers.7.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.7.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.7.F.attn.norm_v.weight: torch.Size([96])||| rev_backbone.layers.7.F.attn.norm_v.weight: torch.Size([96])
True||| rev_backbone.layers.7.F.attn.norm_v.bias: torch.Size([96])||| rev_backbone.layers.7.F.attn.norm_v.bias: torch.Size([96])
True||| rev_backbone.layers.7.G.norm.weight: torch.Size([384])||| rev_backbone.layers.7.G.norm.weight: torch.Size([384])
True||| rev_backbone.layers.7.G.norm.bias: torch.Size([384])||| rev_backbone.layers.7.G.norm.bias: torch.Size([384])
True||| rev_backbone.layers.7.G.mlp.fc1.weight: torch.Size([1536, 384])||| rev_backbone.layers.7.G.mlp.fc1.weight: torch.Size([1536, 384])
True||| rev_backbone.layers.7.G.mlp.fc1.bias: torch.Size([1536])||| rev_backbone.layers.7.G.mlp.fc1.bias: torch.Size([1536])
True||| rev_backbone.layers.7.G.mlp.fc2.weight: torch.Size([384, 1536])||| rev_backbone.layers.7.G.mlp.fc2.weight: torch.Size([384, 1536])
True||| rev_backbone.layers.7.G.mlp.fc2.bias: torch.Size([384])||| rev_backbone.layers.7.G.mlp.fc2.bias: torch.Size([384])
True||| rev_backbone.layers.8.F.norm.weight: torch.Size([384])||| rev_backbone.layers.8.F.norm.weight: torch.Size([384])
True||| rev_backbone.layers.8.F.norm.bias: torch.Size([384])||| rev_backbone.layers.8.F.norm.bias: torch.Size([384])
True||| rev_backbone.layers.8.F.attn.q.weight: torch.Size([384, 384])||| rev_backbone.layers.8.F.attn.q.weight: torch.Size([384, 384])
True||| rev_backbone.layers.8.F.attn.q.bias: torch.Size([384])||| rev_backbone.layers.8.F.attn.q.bias: torch.Size([384])
True||| rev_backbone.layers.8.F.attn.k.weight: torch.Size([384, 384])||| rev_backbone.layers.8.F.attn.k.weight: torch.Size([384, 384])
True||| rev_backbone.layers.8.F.attn.k.bias: torch.Size([384])||| rev_backbone.layers.8.F.attn.k.bias: torch.Size([384])
True||| rev_backbone.layers.8.F.attn.v.weight: torch.Size([384, 384])||| rev_backbone.layers.8.F.attn.v.weight: torch.Size([384, 384])
True||| rev_backbone.layers.8.F.attn.v.bias: torch.Size([384])||| rev_backbone.layers.8.F.attn.v.bias: torch.Size([384])
True||| rev_backbone.layers.8.F.attn.proj.weight: torch.Size([384, 384])||| rev_backbone.layers.8.F.attn.proj.weight: torch.Size([384, 384])
True||| rev_backbone.layers.8.F.attn.proj.bias: torch.Size([384])||| rev_backbone.layers.8.F.attn.proj.bias: torch.Size([384])
True||| rev_backbone.layers.8.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.8.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.8.F.attn.norm_k.weight: torch.Size([96])||| rev_backbone.layers.8.F.attn.norm_k.weight: torch.Size([96])
True||| rev_backbone.layers.8.F.attn.norm_k.bias: torch.Size([96])||| rev_backbone.layers.8.F.attn.norm_k.bias: torch.Size([96])
True||| rev_backbone.layers.8.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.8.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.8.F.attn.norm_v.weight: torch.Size([96])||| rev_backbone.layers.8.F.attn.norm_v.weight: torch.Size([96])
True||| rev_backbone.layers.8.F.attn.norm_v.bias: torch.Size([96])||| rev_backbone.layers.8.F.attn.norm_v.bias: torch.Size([96])
True||| rev_backbone.layers.8.G.norm.weight: torch.Size([384])||| rev_backbone.layers.8.G.norm.weight: torch.Size([384])
True||| rev_backbone.layers.8.G.norm.bias: torch.Size([384])||| rev_backbone.layers.8.G.norm.bias: torch.Size([384])
True||| rev_backbone.layers.8.G.mlp.fc1.weight: torch.Size([1536, 384])||| rev_backbone.layers.8.G.mlp.fc1.weight: torch.Size([1536, 384])
True||| rev_backbone.layers.8.G.mlp.fc1.bias: torch.Size([1536])||| rev_backbone.layers.8.G.mlp.fc1.bias: torch.Size([1536])
True||| rev_backbone.layers.8.G.mlp.fc2.weight: torch.Size([384, 1536])||| rev_backbone.layers.8.G.mlp.fc2.weight: torch.Size([384, 1536])
True||| rev_backbone.layers.8.G.mlp.fc2.bias: torch.Size([384])||| rev_backbone.layers.8.G.mlp.fc2.bias: torch.Size([384])
True||| rev_backbone.layers.9.F.norm.weight: torch.Size([384])||| rev_backbone.layers.9.F.norm.weight: torch.Size([384])
True||| rev_backbone.layers.9.F.norm.bias: torch.Size([384])||| rev_backbone.layers.9.F.norm.bias: torch.Size([384])
True||| rev_backbone.layers.9.F.attn.q.weight: torch.Size([384, 384])||| rev_backbone.layers.9.F.attn.q.weight: torch.Size([384, 384])
True||| rev_backbone.layers.9.F.attn.q.bias: torch.Size([384])||| rev_backbone.layers.9.F.attn.q.bias: torch.Size([384])
True||| rev_backbone.layers.9.F.attn.k.weight: torch.Size([384, 384])||| rev_backbone.layers.9.F.attn.k.weight: torch.Size([384, 384])
True||| rev_backbone.layers.9.F.attn.k.bias: torch.Size([384])||| rev_backbone.layers.9.F.attn.k.bias: torch.Size([384])
True||| rev_backbone.layers.9.F.attn.v.weight: torch.Size([384, 384])||| rev_backbone.layers.9.F.attn.v.weight: torch.Size([384, 384])
True||| rev_backbone.layers.9.F.attn.v.bias: torch.Size([384])||| rev_backbone.layers.9.F.attn.v.bias: torch.Size([384])
True||| rev_backbone.layers.9.F.attn.proj.weight: torch.Size([384, 384])||| rev_backbone.layers.9.F.attn.proj.weight: torch.Size([384, 384])
True||| rev_backbone.layers.9.F.attn.proj.bias: torch.Size([384])||| rev_backbone.layers.9.F.attn.proj.bias: torch.Size([384])
True||| rev_backbone.layers.9.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.9.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.9.F.attn.norm_k.weight: torch.Size([96])||| rev_backbone.layers.9.F.attn.norm_k.weight: torch.Size([96])
True||| rev_backbone.layers.9.F.attn.norm_k.bias: torch.Size([96])||| rev_backbone.layers.9.F.attn.norm_k.bias: torch.Size([96])
True||| rev_backbone.layers.9.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.9.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.9.F.attn.norm_v.weight: torch.Size([96])||| rev_backbone.layers.9.F.attn.norm_v.weight: torch.Size([96])
True||| rev_backbone.layers.9.F.attn.norm_v.bias: torch.Size([96])||| rev_backbone.layers.9.F.attn.norm_v.bias: torch.Size([96])
True||| rev_backbone.layers.9.G.norm.weight: torch.Size([384])||| rev_backbone.layers.9.G.norm.weight: torch.Size([384])
True||| rev_backbone.layers.9.G.norm.bias: torch.Size([384])||| rev_backbone.layers.9.G.norm.bias: torch.Size([384])
True||| rev_backbone.layers.9.G.mlp.fc1.weight: torch.Size([1536, 384])||| rev_backbone.layers.9.G.mlp.fc1.weight: torch.Size([1536, 384])
True||| rev_backbone.layers.9.G.mlp.fc1.bias: torch.Size([1536])||| rev_backbone.layers.9.G.mlp.fc1.bias: torch.Size([1536])
True||| rev_backbone.layers.9.G.mlp.fc2.weight: torch.Size([384, 1536])||| rev_backbone.layers.9.G.mlp.fc2.weight: torch.Size([384, 1536])
True||| rev_backbone.layers.9.G.mlp.fc2.bias: torch.Size([384])||| rev_backbone.layers.9.G.mlp.fc2.bias: torch.Size([384])
True||| rev_backbone.layers.10.F.norm.weight: torch.Size([384])||| rev_backbone.layers.10.F.norm.weight: torch.Size([384])
True||| rev_backbone.layers.10.F.norm.bias: torch.Size([384])||| rev_backbone.layers.10.F.norm.bias: torch.Size([384])
True||| rev_backbone.layers.10.F.attn.q.weight: torch.Size([384, 384])||| rev_backbone.layers.10.F.attn.q.weight: torch.Size([384, 384])
True||| rev_backbone.layers.10.F.attn.q.bias: torch.Size([384])||| rev_backbone.layers.10.F.attn.q.bias: torch.Size([384])
True||| rev_backbone.layers.10.F.attn.k.weight: torch.Size([384, 384])||| rev_backbone.layers.10.F.attn.k.weight: torch.Size([384, 384])
True||| rev_backbone.layers.10.F.attn.k.bias: torch.Size([384])||| rev_backbone.layers.10.F.attn.k.bias: torch.Size([384])
True||| rev_backbone.layers.10.F.attn.v.weight: torch.Size([384, 384])||| rev_backbone.layers.10.F.attn.v.weight: torch.Size([384, 384])
True||| rev_backbone.layers.10.F.attn.v.bias: torch.Size([384])||| rev_backbone.layers.10.F.attn.v.bias: torch.Size([384])
True||| rev_backbone.layers.10.F.attn.proj.weight: torch.Size([384, 384])||| rev_backbone.layers.10.F.attn.proj.weight: torch.Size([384, 384])
True||| rev_backbone.layers.10.F.attn.proj.bias: torch.Size([384])||| rev_backbone.layers.10.F.attn.proj.bias: torch.Size([384])
True||| rev_backbone.layers.10.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.10.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.10.F.attn.norm_k.weight: torch.Size([96])||| rev_backbone.layers.10.F.attn.norm_k.weight: torch.Size([96])
True||| rev_backbone.layers.10.F.attn.norm_k.bias: torch.Size([96])||| rev_backbone.layers.10.F.attn.norm_k.bias: torch.Size([96])
True||| rev_backbone.layers.10.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.10.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.10.F.attn.norm_v.weight: torch.Size([96])||| rev_backbone.layers.10.F.attn.norm_v.weight: torch.Size([96])
True||| rev_backbone.layers.10.F.attn.norm_v.bias: torch.Size([96])||| rev_backbone.layers.10.F.attn.norm_v.bias: torch.Size([96])
True||| rev_backbone.layers.10.G.norm.weight: torch.Size([384])||| rev_backbone.layers.10.G.norm.weight: torch.Size([384])
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True||| rev_backbone.layers.10.G.mlp.fc1.weight: torch.Size([1536, 384])||| rev_backbone.layers.10.G.mlp.fc1.weight: torch.Size([1536, 384])
True||| rev_backbone.layers.10.G.mlp.fc1.bias: torch.Size([1536])||| rev_backbone.layers.10.G.mlp.fc1.bias: torch.Size([1536])
True||| rev_backbone.layers.10.G.mlp.fc2.weight: torch.Size([384, 1536])||| rev_backbone.layers.10.G.mlp.fc2.weight: torch.Size([384, 1536])
True||| rev_backbone.layers.10.G.mlp.fc2.bias: torch.Size([384])||| rev_backbone.layers.10.G.mlp.fc2.bias: torch.Size([384])
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True||| rev_backbone.layers.11.F.norm.bias: torch.Size([384])||| rev_backbone.layers.11.F.norm.bias: torch.Size([384])
True||| rev_backbone.layers.11.F.attn.q.weight: torch.Size([384, 384])||| rev_backbone.layers.11.F.attn.q.weight: torch.Size([384, 384])
True||| rev_backbone.layers.11.F.attn.q.bias: torch.Size([384])||| rev_backbone.layers.11.F.attn.q.bias: torch.Size([384])
True||| rev_backbone.layers.11.F.attn.k.weight: torch.Size([384, 384])||| rev_backbone.layers.11.F.attn.k.weight: torch.Size([384, 384])
True||| rev_backbone.layers.11.F.attn.k.bias: torch.Size([384])||| rev_backbone.layers.11.F.attn.k.bias: torch.Size([384])
True||| rev_backbone.layers.11.F.attn.v.weight: torch.Size([384, 384])||| rev_backbone.layers.11.F.attn.v.weight: torch.Size([384, 384])
True||| rev_backbone.layers.11.F.attn.v.bias: torch.Size([384])||| rev_backbone.layers.11.F.attn.v.bias: torch.Size([384])
True||| rev_backbone.layers.11.F.attn.proj.weight: torch.Size([384, 384])||| rev_backbone.layers.11.F.attn.proj.weight: torch.Size([384, 384])
True||| rev_backbone.layers.11.F.attn.proj.bias: torch.Size([384])||| rev_backbone.layers.11.F.attn.proj.bias: torch.Size([384])
True||| rev_backbone.layers.11.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.11.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.11.F.attn.norm_k.weight: torch.Size([96])||| rev_backbone.layers.11.F.attn.norm_k.weight: torch.Size([96])
True||| rev_backbone.layers.11.F.attn.norm_k.bias: torch.Size([96])||| rev_backbone.layers.11.F.attn.norm_k.bias: torch.Size([96])
True||| rev_backbone.layers.11.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.11.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.11.F.attn.norm_v.weight: torch.Size([96])||| rev_backbone.layers.11.F.attn.norm_v.weight: torch.Size([96])
True||| rev_backbone.layers.11.F.attn.norm_v.bias: torch.Size([96])||| rev_backbone.layers.11.F.attn.norm_v.bias: torch.Size([96])
True||| rev_backbone.layers.11.G.norm.weight: torch.Size([384])||| rev_backbone.layers.11.G.norm.weight: torch.Size([384])
True||| rev_backbone.layers.11.G.norm.bias: torch.Size([384])||| rev_backbone.layers.11.G.norm.bias: torch.Size([384])
True||| rev_backbone.layers.11.G.mlp.fc1.weight: torch.Size([1536, 384])||| rev_backbone.layers.11.G.mlp.fc1.weight: torch.Size([1536, 384])
True||| rev_backbone.layers.11.G.mlp.fc1.bias: torch.Size([1536])||| rev_backbone.layers.11.G.mlp.fc1.bias: torch.Size([1536])
True||| rev_backbone.layers.11.G.mlp.fc2.weight: torch.Size([384, 1536])||| rev_backbone.layers.11.G.mlp.fc2.weight: torch.Size([384, 1536])
True||| rev_backbone.layers.11.G.mlp.fc2.bias: torch.Size([384])||| rev_backbone.layers.11.G.mlp.fc2.bias: torch.Size([384])
True||| rev_backbone.layers.12.F.norm.weight: torch.Size([384])||| rev_backbone.layers.12.F.norm.weight: torch.Size([384])
True||| rev_backbone.layers.12.F.norm.bias: torch.Size([384])||| rev_backbone.layers.12.F.norm.bias: torch.Size([384])
True||| rev_backbone.layers.12.F.attn.q.weight: torch.Size([384, 384])||| rev_backbone.layers.12.F.attn.q.weight: torch.Size([384, 384])
True||| rev_backbone.layers.12.F.attn.q.bias: torch.Size([384])||| rev_backbone.layers.12.F.attn.q.bias: torch.Size([384])
True||| rev_backbone.layers.12.F.attn.k.weight: torch.Size([384, 384])||| rev_backbone.layers.12.F.attn.k.weight: torch.Size([384, 384])
True||| rev_backbone.layers.12.F.attn.k.bias: torch.Size([384])||| rev_backbone.layers.12.F.attn.k.bias: torch.Size([384])
True||| rev_backbone.layers.12.F.attn.v.weight: torch.Size([384, 384])||| rev_backbone.layers.12.F.attn.v.weight: torch.Size([384, 384])
True||| rev_backbone.layers.12.F.attn.v.bias: torch.Size([384])||| rev_backbone.layers.12.F.attn.v.bias: torch.Size([384])
True||| rev_backbone.layers.12.F.attn.proj.weight: torch.Size([384, 384])||| rev_backbone.layers.12.F.attn.proj.weight: torch.Size([384, 384])
True||| rev_backbone.layers.12.F.attn.proj.bias: torch.Size([384])||| rev_backbone.layers.12.F.attn.proj.bias: torch.Size([384])
True||| rev_backbone.layers.12.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.12.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.12.F.attn.norm_k.weight: torch.Size([96])||| rev_backbone.layers.12.F.attn.norm_k.weight: torch.Size([96])
True||| rev_backbone.layers.12.F.attn.norm_k.bias: torch.Size([96])||| rev_backbone.layers.12.F.attn.norm_k.bias: torch.Size([96])
True||| rev_backbone.layers.12.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.12.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.12.F.attn.norm_v.weight: torch.Size([96])||| rev_backbone.layers.12.F.attn.norm_v.weight: torch.Size([96])
True||| rev_backbone.layers.12.F.attn.norm_v.bias: torch.Size([96])||| rev_backbone.layers.12.F.attn.norm_v.bias: torch.Size([96])
True||| rev_backbone.layers.12.G.norm.weight: torch.Size([384])||| rev_backbone.layers.12.G.norm.weight: torch.Size([384])
True||| rev_backbone.layers.12.G.norm.bias: torch.Size([384])||| rev_backbone.layers.12.G.norm.bias: torch.Size([384])
True||| rev_backbone.layers.12.G.mlp.fc1.weight: torch.Size([1536, 384])||| rev_backbone.layers.12.G.mlp.fc1.weight: torch.Size([1536, 384])
True||| rev_backbone.layers.12.G.mlp.fc1.bias: torch.Size([1536])||| rev_backbone.layers.12.G.mlp.fc1.bias: torch.Size([1536])
True||| rev_backbone.layers.12.G.mlp.fc2.weight: torch.Size([384, 1536])||| rev_backbone.layers.12.G.mlp.fc2.weight: torch.Size([384, 1536])
True||| rev_backbone.layers.12.G.mlp.fc2.bias: torch.Size([384])||| rev_backbone.layers.12.G.mlp.fc2.bias: torch.Size([384])
True||| rev_backbone.layers.13.F.norm.weight: torch.Size([384])||| rev_backbone.layers.13.F.norm.weight: torch.Size([384])
True||| rev_backbone.layers.13.F.norm.bias: torch.Size([384])||| rev_backbone.layers.13.F.norm.bias: torch.Size([384])
True||| rev_backbone.layers.13.F.attn.q.weight: torch.Size([384, 384])||| rev_backbone.layers.13.F.attn.q.weight: torch.Size([384, 384])
True||| rev_backbone.layers.13.F.attn.q.bias: torch.Size([384])||| rev_backbone.layers.13.F.attn.q.bias: torch.Size([384])
True||| rev_backbone.layers.13.F.attn.k.weight: torch.Size([384, 384])||| rev_backbone.layers.13.F.attn.k.weight: torch.Size([384, 384])
True||| rev_backbone.layers.13.F.attn.k.bias: torch.Size([384])||| rev_backbone.layers.13.F.attn.k.bias: torch.Size([384])
True||| rev_backbone.layers.13.F.attn.v.weight: torch.Size([384, 384])||| rev_backbone.layers.13.F.attn.v.weight: torch.Size([384, 384])
True||| rev_backbone.layers.13.F.attn.v.bias: torch.Size([384])||| rev_backbone.layers.13.F.attn.v.bias: torch.Size([384])
True||| rev_backbone.layers.13.F.attn.proj.weight: torch.Size([384, 384])||| rev_backbone.layers.13.F.attn.proj.weight: torch.Size([384, 384])
True||| rev_backbone.layers.13.F.attn.proj.bias: torch.Size([384])||| rev_backbone.layers.13.F.attn.proj.bias: torch.Size([384])
True||| rev_backbone.layers.13.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.13.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.13.F.attn.norm_k.weight: torch.Size([96])||| rev_backbone.layers.13.F.attn.norm_k.weight: torch.Size([96])
True||| rev_backbone.layers.13.F.attn.norm_k.bias: torch.Size([96])||| rev_backbone.layers.13.F.attn.norm_k.bias: torch.Size([96])
True||| rev_backbone.layers.13.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.13.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.13.F.attn.norm_v.weight: torch.Size([96])||| rev_backbone.layers.13.F.attn.norm_v.weight: torch.Size([96])
True||| rev_backbone.layers.13.F.attn.norm_v.bias: torch.Size([96])||| rev_backbone.layers.13.F.attn.norm_v.bias: torch.Size([96])
True||| rev_backbone.layers.13.G.norm.weight: torch.Size([384])||| rev_backbone.layers.13.G.norm.weight: torch.Size([384])
True||| rev_backbone.layers.13.G.norm.bias: torch.Size([384])||| rev_backbone.layers.13.G.norm.bias: torch.Size([384])
True||| rev_backbone.layers.13.G.mlp.fc1.weight: torch.Size([1536, 384])||| rev_backbone.layers.13.G.mlp.fc1.weight: torch.Size([1536, 384])
True||| rev_backbone.layers.13.G.mlp.fc1.bias: torch.Size([1536])||| rev_backbone.layers.13.G.mlp.fc1.bias: torch.Size([1536])
True||| rev_backbone.layers.13.G.mlp.fc2.weight: torch.Size([384, 1536])||| rev_backbone.layers.13.G.mlp.fc2.weight: torch.Size([384, 1536])
True||| rev_backbone.layers.13.G.mlp.fc2.bias: torch.Size([384])||| rev_backbone.layers.13.G.mlp.fc2.bias: torch.Size([384])
True||| rev_backbone.layers.14.F.norm.weight: torch.Size([768])||| rev_backbone.layers.14.F.norm.weight: torch.Size([768])
True||| rev_backbone.layers.14.F.norm.bias: torch.Size([768])||| rev_backbone.layers.14.F.norm.bias: torch.Size([768])
True||| rev_backbone.layers.14.F.attn.q.weight: torch.Size([768, 768])||| rev_backbone.layers.14.F.attn.q.weight: torch.Size([768, 768])
True||| rev_backbone.layers.14.F.attn.q.bias: torch.Size([768])||| rev_backbone.layers.14.F.attn.q.bias: torch.Size([768])
True||| rev_backbone.layers.14.F.attn.k.weight: torch.Size([768, 768])||| rev_backbone.layers.14.F.attn.k.weight: torch.Size([768, 768])
True||| rev_backbone.layers.14.F.attn.k.bias: torch.Size([768])||| rev_backbone.layers.14.F.attn.k.bias: torch.Size([768])
True||| rev_backbone.layers.14.F.attn.v.weight: torch.Size([768, 768])||| rev_backbone.layers.14.F.attn.v.weight: torch.Size([768, 768])
True||| rev_backbone.layers.14.F.attn.v.bias: torch.Size([768])||| rev_backbone.layers.14.F.attn.v.bias: torch.Size([768])
True||| rev_backbone.layers.14.F.attn.proj.weight: torch.Size([768, 768])||| rev_backbone.layers.14.F.attn.proj.weight: torch.Size([768, 768])
True||| rev_backbone.layers.14.F.attn.proj.bias: torch.Size([768])||| rev_backbone.layers.14.F.attn.proj.bias: torch.Size([768])
True||| rev_backbone.layers.14.F.attn.pool_q.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.14.F.attn.pool_q.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.14.F.attn.norm_q.weight: torch.Size([96])||| rev_backbone.layers.14.F.attn.norm_q.weight: torch.Size([96])
True||| rev_backbone.layers.14.F.attn.norm_q.bias: torch.Size([96])||| rev_backbone.layers.14.F.attn.norm_q.bias: torch.Size([96])
True||| rev_backbone.layers.14.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.14.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.14.F.attn.norm_k.weight: torch.Size([96])||| rev_backbone.layers.14.F.attn.norm_k.weight: torch.Size([96])
True||| rev_backbone.layers.14.F.attn.norm_k.bias: torch.Size([96])||| rev_backbone.layers.14.F.attn.norm_k.bias: torch.Size([96])
True||| rev_backbone.layers.14.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.14.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.14.F.attn.norm_v.weight: torch.Size([96])||| rev_backbone.layers.14.F.attn.norm_v.weight: torch.Size([96])
True||| rev_backbone.layers.14.F.attn.norm_v.bias: torch.Size([96])||| rev_backbone.layers.14.F.attn.norm_v.bias: torch.Size([96])
True||| rev_backbone.layers.14.G.norm.weight: torch.Size([768])||| rev_backbone.layers.14.G.norm.weight: torch.Size([768])
True||| rev_backbone.layers.14.G.norm.bias: torch.Size([768])||| rev_backbone.layers.14.G.norm.bias: torch.Size([768])
True||| rev_backbone.layers.14.G.mlp.fc1.weight: torch.Size([3072, 768])||| rev_backbone.layers.14.G.mlp.fc1.weight: torch.Size([3072, 768])
True||| rev_backbone.layers.14.G.mlp.fc1.bias: torch.Size([3072])||| rev_backbone.layers.14.G.mlp.fc1.bias: torch.Size([3072])
True||| rev_backbone.layers.14.G.mlp.fc2.weight: torch.Size([768, 3072])||| rev_backbone.layers.14.G.mlp.fc2.weight: torch.Size([768, 3072])
True||| rev_backbone.layers.14.G.mlp.fc2.bias: torch.Size([768])||| rev_backbone.layers.14.G.mlp.fc2.bias: torch.Size([768])
True||| rev_backbone.layers.14.pre_q_fuse.fuse_fn.fc1.weight: torch.Size([1536, 768])||| rev_backbone.layers.14.pre_q_fuse.fuse_fn.fc1.weight: torch.Size([1536, 768])
True||| rev_backbone.layers.14.pre_q_fuse.fuse_fn.fc1.bias: torch.Size([1536])||| rev_backbone.layers.14.pre_q_fuse.fuse_fn.fc1.bias: torch.Size([1536])
True||| rev_backbone.layers.14.pre_q_fuse.fuse_fn.fc2.weight: torch.Size([768, 1536])||| rev_backbone.layers.14.pre_q_fuse.fuse_fn.fc2.weight: torch.Size([768, 1536])
True||| rev_backbone.layers.14.pre_q_fuse.fuse_fn.fc2.bias: torch.Size([768])||| rev_backbone.layers.14.pre_q_fuse.fuse_fn.fc2.bias: torch.Size([768])
True||| rev_backbone.layers.15.F.norm.weight: torch.Size([768])||| rev_backbone.layers.15.F.norm.weight: torch.Size([768])
True||| rev_backbone.layers.15.F.norm.bias: torch.Size([768])||| rev_backbone.layers.15.F.norm.bias: torch.Size([768])
True||| rev_backbone.layers.15.F.attn.q.weight: torch.Size([768, 768])||| rev_backbone.layers.15.F.attn.q.weight: torch.Size([768, 768])
True||| rev_backbone.layers.15.F.attn.q.bias: torch.Size([768])||| rev_backbone.layers.15.F.attn.q.bias: torch.Size([768])
True||| rev_backbone.layers.15.F.attn.k.weight: torch.Size([768, 768])||| rev_backbone.layers.15.F.attn.k.weight: torch.Size([768, 768])
True||| rev_backbone.layers.15.F.attn.k.bias: torch.Size([768])||| rev_backbone.layers.15.F.attn.k.bias: torch.Size([768])
True||| rev_backbone.layers.15.F.attn.v.weight: torch.Size([768, 768])||| rev_backbone.layers.15.F.attn.v.weight: torch.Size([768, 768])
True||| rev_backbone.layers.15.F.attn.v.bias: torch.Size([768])||| rev_backbone.layers.15.F.attn.v.bias: torch.Size([768])
True||| rev_backbone.layers.15.F.attn.proj.weight: torch.Size([768, 768])||| rev_backbone.layers.15.F.attn.proj.weight: torch.Size([768, 768])
True||| rev_backbone.layers.15.F.attn.proj.bias: torch.Size([768])||| rev_backbone.layers.15.F.attn.proj.bias: torch.Size([768])
True||| rev_backbone.layers.15.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.15.F.attn.pool_k.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.15.F.attn.norm_k.weight: torch.Size([96])||| rev_backbone.layers.15.F.attn.norm_k.weight: torch.Size([96])
True||| rev_backbone.layers.15.F.attn.norm_k.bias: torch.Size([96])||| rev_backbone.layers.15.F.attn.norm_k.bias: torch.Size([96])
True||| rev_backbone.layers.15.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])||| rev_backbone.layers.15.F.attn.pool_v.weight: torch.Size([96, 1, 1, 3, 3])
True||| rev_backbone.layers.15.F.attn.norm_v.weight: torch.Size([96])||| rev_backbone.layers.15.F.attn.norm_v.weight: torch.Size([96])
True||| rev_backbone.layers.15.F.attn.norm_v.bias: torch.Size([96])||| rev_backbone.layers.15.F.attn.norm_v.bias: torch.Size([96])
True||| rev_backbone.layers.15.G.norm.weight: torch.Size([768])||| rev_backbone.layers.15.G.norm.weight: torch.Size([768])
True||| rev_backbone.layers.15.G.norm.bias: torch.Size([768])||| rev_backbone.layers.15.G.norm.bias: torch.Size([768])
True||| rev_backbone.layers.15.G.mlp.fc1.weight: torch.Size([3072, 768])||| rev_backbone.layers.15.G.mlp.fc1.weight: torch.Size([3072, 768])
True||| rev_backbone.layers.15.G.mlp.fc1.bias: torch.Size([3072])||| rev_backbone.layers.15.G.mlp.fc1.bias: torch.Size([3072])
True||| rev_backbone.layers.15.G.mlp.fc2.weight: torch.Size([768, 3072])||| rev_backbone.layers.15.G.mlp.fc2.weight: torch.Size([768, 3072])
True||| rev_backbone.layers.15.G.mlp.fc2.bias: torch.Size([768])||| rev_backbone.layers.15.G.mlp.fc2.bias: torch.Size([768])
True||| norm.weight: torch.Size([1536])||| norm.weight: torch.Size([1536])
True||| norm.bias: torch.Size([1536])||| norm.bias: torch.Size([1536])
True||| head.projection.weight: torch.Size([1000, 1536])||| head.projection.weight: torch.Size([1000, 1536])
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