P4Ms-hackathon-vision-task / shadow_lmm /model_trainable_params.txt
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model.embed_tokens.weight torch.Size([100289, 2048])
model.layers.0.self_attn.q_proj.weight torch.Size([2048, 2048])
model.layers.0.self_attn.k_proj.weight torch.Size([2048, 2048])
model.layers.0.self_attn.v_proj.weight torch.Size([2048, 2048])
model.layers.0.self_attn.o_proj.weight torch.Size([2048, 2048])
model.layers.0.self_attn.q_norm.weight torch.Size([2048])
model.layers.0.self_attn.k_norm.weight torch.Size([2048])
model.layers.0.mlp.gate_proj.weight torch.Size([8192, 2048])
model.layers.0.mlp.up_proj.weight torch.Size([8192, 2048])
model.layers.0.mlp.down_proj.weight torch.Size([2048, 8192])
model.layers.0.post_attention_layernorm.weight torch.Size([2048])
model.layers.0.post_feedforward_layernorm.weight torch.Size([2048])
model.layers.1.self_attn.q_proj.weight torch.Size([2048, 2048])
model.layers.1.self_attn.k_proj.weight torch.Size([2048, 2048])
model.layers.1.self_attn.v_proj.weight torch.Size([2048, 2048])
model.layers.1.self_attn.o_proj.weight torch.Size([2048, 2048])
model.layers.1.self_attn.q_norm.weight torch.Size([2048])
model.layers.1.self_attn.k_norm.weight torch.Size([2048])
model.layers.1.mlp.gate_proj.weight torch.Size([8192, 2048])
model.layers.1.mlp.up_proj.weight torch.Size([8192, 2048])
model.layers.1.mlp.down_proj.weight torch.Size([2048, 8192])
model.layers.1.post_attention_layernorm.weight torch.Size([2048])
model.layers.1.post_feedforward_layernorm.weight torch.Size([2048])
model.layers.2.self_attn.q_proj.weight torch.Size([2048, 2048])
model.layers.2.self_attn.k_proj.weight torch.Size([2048, 2048])
model.layers.2.self_attn.v_proj.weight torch.Size([2048, 2048])
model.layers.2.self_attn.o_proj.weight torch.Size([2048, 2048])
model.layers.2.self_attn.q_norm.weight torch.Size([2048])
model.layers.2.self_attn.k_norm.weight torch.Size([2048])
model.layers.2.mlp.gate_proj.weight torch.Size([8192, 2048])
model.layers.2.mlp.up_proj.weight torch.Size([8192, 2048])
model.layers.2.mlp.down_proj.weight torch.Size([2048, 8192])
model.layers.2.post_attention_layernorm.weight torch.Size([2048])
model.layers.2.post_feedforward_layernorm.weight torch.Size([2048])
model.layers.3.self_attn.q_proj.weight torch.Size([2048, 2048])
model.layers.3.self_attn.k_proj.weight torch.Size([2048, 2048])
model.layers.3.self_attn.v_proj.weight torch.Size([2048, 2048])
model.layers.3.self_attn.o_proj.weight torch.Size([2048, 2048])
model.layers.3.self_attn.q_norm.weight torch.Size([2048])
model.layers.3.self_attn.k_norm.weight torch.Size([2048])
model.layers.3.mlp.gate_proj.weight torch.Size([8192, 2048])
model.layers.3.mlp.up_proj.weight torch.Size([8192, 2048])
model.layers.3.mlp.down_proj.weight torch.Size([2048, 8192])
model.layers.3.post_attention_layernorm.weight torch.Size([2048])
model.layers.3.post_feedforward_layernorm.weight torch.Size([2048])
model.layers.4.self_attn.q_proj.weight torch.Size([2048, 2048])
model.layers.4.self_attn.k_proj.weight torch.Size([2048, 2048])
model.layers.4.self_attn.v_proj.weight torch.Size([2048, 2048])
model.layers.4.self_attn.o_proj.weight torch.Size([2048, 2048])
model.layers.4.self_attn.q_norm.weight torch.Size([2048])
model.layers.4.self_attn.k_norm.weight torch.Size([2048])
model.layers.4.mlp.gate_proj.weight torch.Size([8192, 2048])
model.layers.4.mlp.up_proj.weight torch.Size([8192, 2048])
model.layers.4.mlp.down_proj.weight torch.Size([2048, 8192])
model.layers.4.post_attention_layernorm.weight torch.Size([2048])
model.layers.4.post_feedforward_layernorm.weight torch.Size([2048])
model.layers.5.self_attn.q_proj.weight torch.Size([2048, 2048])
model.layers.5.self_attn.k_proj.weight torch.Size([2048, 2048])
model.layers.5.self_attn.v_proj.weight torch.Size([2048, 2048])
model.layers.5.self_attn.o_proj.weight torch.Size([2048, 2048])
model.layers.5.self_attn.q_norm.weight torch.Size([2048])
model.layers.5.self_attn.k_norm.weight torch.Size([2048])
model.layers.5.mlp.gate_proj.weight torch.Size([8192, 2048])
model.layers.5.mlp.up_proj.weight torch.Size([8192, 2048])
model.layers.5.mlp.down_proj.weight torch.Size([2048, 8192])
model.layers.5.post_attention_layernorm.weight torch.Size([2048])
model.layers.5.post_feedforward_layernorm.weight torch.Size([2048])
model.layers.6.self_attn.q_proj.weight torch.Size([2048, 2048])
model.layers.6.self_attn.k_proj.weight torch.Size([2048, 2048])
model.layers.6.self_attn.v_proj.weight torch.Size([2048, 2048])
model.layers.6.self_attn.o_proj.weight torch.Size([2048, 2048])
model.layers.6.self_attn.q_norm.weight torch.Size([2048])
model.layers.6.self_attn.k_norm.weight torch.Size([2048])
model.layers.6.mlp.gate_proj.weight torch.Size([8192, 2048])
model.layers.6.mlp.up_proj.weight torch.Size([8192, 2048])
model.layers.6.mlp.down_proj.weight torch.Size([2048, 8192])
model.layers.6.post_attention_layernorm.weight torch.Size([2048])
model.layers.6.post_feedforward_layernorm.weight torch.Size([2048])
model.layers.7.self_attn.q_proj.weight torch.Size([2048, 2048])
model.layers.7.self_attn.k_proj.weight torch.Size([2048, 2048])
model.layers.7.self_attn.v_proj.weight torch.Size([2048, 2048])
model.layers.7.self_attn.o_proj.weight torch.Size([2048, 2048])
model.layers.7.self_attn.q_norm.weight torch.Size([2048])
model.layers.7.self_attn.k_norm.weight torch.Size([2048])
model.layers.7.mlp.gate_proj.weight torch.Size([8192, 2048])
model.layers.7.mlp.up_proj.weight torch.Size([8192, 2048])
model.layers.7.mlp.down_proj.weight torch.Size([2048, 8192])
model.layers.7.post_attention_layernorm.weight torch.Size([2048])
model.layers.7.post_feedforward_layernorm.weight torch.Size([2048])
model.layers.8.self_attn.q_proj.weight torch.Size([2048, 2048])
model.layers.8.self_attn.k_proj.weight torch.Size([2048, 2048])
model.layers.8.self_attn.v_proj.weight torch.Size([2048, 2048])
model.layers.8.self_attn.o_proj.weight torch.Size([2048, 2048])
model.layers.8.self_attn.q_norm.weight torch.Size([2048])
model.layers.8.self_attn.k_norm.weight torch.Size([2048])
model.layers.8.mlp.gate_proj.weight torch.Size([8192, 2048])
model.layers.8.mlp.up_proj.weight torch.Size([8192, 2048])
model.layers.8.mlp.down_proj.weight torch.Size([2048, 8192])
model.layers.8.post_attention_layernorm.weight torch.Size([2048])
model.layers.8.post_feedforward_layernorm.weight torch.Size([2048])
model.layers.9.self_attn.q_proj.weight torch.Size([2048, 2048])
model.layers.9.self_attn.k_proj.weight torch.Size([2048, 2048])
model.layers.9.self_attn.v_proj.weight torch.Size([2048, 2048])
model.layers.9.self_attn.o_proj.weight torch.Size([2048, 2048])
model.layers.9.self_attn.q_norm.weight torch.Size([2048])
model.layers.9.self_attn.k_norm.weight torch.Size([2048])
model.layers.9.mlp.gate_proj.weight torch.Size([8192, 2048])
model.layers.9.mlp.up_proj.weight torch.Size([8192, 2048])
model.layers.9.mlp.down_proj.weight torch.Size([2048, 8192])
model.layers.9.post_attention_layernorm.weight torch.Size([2048])
model.layers.9.post_feedforward_layernorm.weight torch.Size([2048])
model.layers.10.self_attn.q_proj.weight torch.Size([2048, 2048])
model.layers.10.self_attn.k_proj.weight torch.Size([2048, 2048])
model.layers.10.self_attn.v_proj.weight torch.Size([2048, 2048])
model.layers.10.self_attn.o_proj.weight torch.Size([2048, 2048])
model.layers.10.self_attn.q_norm.weight torch.Size([2048])
model.layers.10.self_attn.k_norm.weight torch.Size([2048])
model.layers.10.mlp.gate_proj.weight torch.Size([8192, 2048])
model.layers.10.mlp.up_proj.weight torch.Size([8192, 2048])
model.layers.10.mlp.down_proj.weight torch.Size([2048, 8192])
model.layers.10.post_attention_layernorm.weight torch.Size([2048])
model.layers.10.post_feedforward_layernorm.weight torch.Size([2048])
model.layers.11.self_attn.q_proj.weight torch.Size([2048, 2048])
model.layers.11.self_attn.k_proj.weight torch.Size([2048, 2048])
model.layers.11.self_attn.v_proj.weight torch.Size([2048, 2048])
model.layers.11.self_attn.o_proj.weight torch.Size([2048, 2048])
model.layers.11.self_attn.q_norm.weight torch.Size([2048])
model.layers.11.self_attn.k_norm.weight torch.Size([2048])
model.layers.11.mlp.gate_proj.weight torch.Size([8192, 2048])
model.layers.11.mlp.up_proj.weight torch.Size([8192, 2048])
model.layers.11.mlp.down_proj.weight torch.Size([2048, 8192])
model.layers.11.post_attention_layernorm.weight torch.Size([2048])
model.layers.11.post_feedforward_layernorm.weight torch.Size([2048])
model.layers.12.self_attn.q_proj.weight torch.Size([2048, 2048])
model.layers.12.self_attn.k_proj.weight torch.Size([2048, 2048])
model.layers.12.self_attn.v_proj.weight torch.Size([2048, 2048])
model.layers.12.self_attn.o_proj.weight torch.Size([2048, 2048])
model.layers.12.self_attn.q_norm.weight torch.Size([2048])
model.layers.12.self_attn.k_norm.weight torch.Size([2048])
model.layers.12.mlp.gate_proj.weight torch.Size([8192, 2048])
model.layers.12.mlp.up_proj.weight torch.Size([8192, 2048])
model.layers.12.mlp.down_proj.weight torch.Size([2048, 8192])
model.layers.12.post_attention_layernorm.weight torch.Size([2048])
model.layers.12.post_feedforward_layernorm.weight torch.Size([2048])
model.layers.13.self_attn.q_proj.weight torch.Size([2048, 2048])
model.layers.13.self_attn.k_proj.weight torch.Size([2048, 2048])
model.layers.13.self_attn.v_proj.weight torch.Size([2048, 2048])
model.layers.13.self_attn.o_proj.weight torch.Size([2048, 2048])
model.layers.13.self_attn.q_norm.weight torch.Size([2048])
model.layers.13.self_attn.k_norm.weight torch.Size([2048])
model.layers.13.mlp.gate_proj.weight torch.Size([8192, 2048])
model.layers.13.mlp.up_proj.weight torch.Size([8192, 2048])
model.layers.13.mlp.down_proj.weight torch.Size([2048, 8192])
model.layers.13.post_attention_layernorm.weight torch.Size([2048])
model.layers.13.post_feedforward_layernorm.weight torch.Size([2048])
model.layers.14.self_attn.q_proj.weight torch.Size([2048, 2048])
model.layers.14.self_attn.k_proj.weight torch.Size([2048, 2048])
model.layers.14.self_attn.v_proj.weight torch.Size([2048, 2048])
model.layers.14.self_attn.o_proj.weight torch.Size([2048, 2048])
model.layers.14.self_attn.q_norm.weight torch.Size([2048])
model.layers.14.self_attn.k_norm.weight torch.Size([2048])
model.layers.14.mlp.gate_proj.weight torch.Size([8192, 2048])
model.layers.14.mlp.up_proj.weight torch.Size([8192, 2048])
model.layers.14.mlp.down_proj.weight torch.Size([2048, 8192])
model.layers.14.post_attention_layernorm.weight torch.Size([2048])
model.layers.14.post_feedforward_layernorm.weight torch.Size([2048])
model.layers.15.self_attn.q_proj.weight torch.Size([2048, 2048])
model.layers.15.self_attn.k_proj.weight torch.Size([2048, 2048])
model.layers.15.self_attn.v_proj.weight torch.Size([2048, 2048])
model.layers.15.self_attn.o_proj.weight torch.Size([2048, 2048])
model.layers.15.self_attn.q_norm.weight torch.Size([2048])
model.layers.15.self_attn.k_norm.weight torch.Size([2048])
model.layers.15.mlp.gate_proj.weight torch.Size([8192, 2048])
model.layers.15.mlp.up_proj.weight torch.Size([8192, 2048])
model.layers.15.mlp.down_proj.weight torch.Size([2048, 8192])
model.layers.15.post_attention_layernorm.weight torch.Size([2048])
model.layers.15.post_feedforward_layernorm.weight torch.Size([2048])
model.norm.weight torch.Size([2048])
model.visual_encoder.slow_vision_tower.vision_tower.stem.0.weight torch.Size([192, 3, 4, 4])
model.visual_encoder.slow_vision_tower.vision_tower.stem.0.bias torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stem.1.weight torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stem.1.bias torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.0.weight torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.0.conv_dw.weight torch.Size([192, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.0.conv_dw.bias torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.0.norm.weight torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.0.norm.bias torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.0.mlp.fc1.weight torch.Size([768, 192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.0.mlp.fc1.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.0.mlp.fc2.weight torch.Size([192, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.0.mlp.fc2.bias torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.1.weight torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.1.conv_dw.weight torch.Size([192, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.1.conv_dw.bias torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.1.norm.weight torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.1.norm.bias torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.1.mlp.fc1.weight torch.Size([768, 192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.1.mlp.fc1.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.1.mlp.fc2.weight torch.Size([192, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.1.mlp.fc2.bias torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.2.weight torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.2.conv_dw.weight torch.Size([192, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.2.conv_dw.bias torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.2.norm.weight torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.2.norm.bias torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.2.mlp.fc1.weight torch.Size([768, 192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.2.mlp.fc1.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.2.mlp.fc2.weight torch.Size([192, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.0.blocks.2.mlp.fc2.bias torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.downsample.0.weight torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.downsample.0.bias torch.Size([192])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.downsample.1.weight torch.Size([384, 192, 2, 2])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.downsample.1.bias torch.Size([384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.0.weight torch.Size([384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.0.conv_dw.weight torch.Size([384, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.0.conv_dw.bias torch.Size([384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.0.norm.weight torch.Size([384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.0.norm.bias torch.Size([384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.0.mlp.fc1.weight torch.Size([1536, 384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.0.mlp.fc1.bias torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.0.mlp.fc2.weight torch.Size([384, 1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.0.mlp.fc2.bias torch.Size([384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.1.weight torch.Size([384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.1.conv_dw.weight torch.Size([384, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.1.conv_dw.bias torch.Size([384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.1.norm.weight torch.Size([384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.1.norm.bias torch.Size([384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.1.mlp.fc1.weight torch.Size([1536, 384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.1.mlp.fc1.bias torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.1.mlp.fc2.weight torch.Size([384, 1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.1.mlp.fc2.bias torch.Size([384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.2.weight torch.Size([384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.2.conv_dw.weight torch.Size([384, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.2.conv_dw.bias torch.Size([384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.2.norm.weight torch.Size([384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.2.norm.bias torch.Size([384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.2.mlp.fc1.weight torch.Size([1536, 384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.2.mlp.fc1.bias torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.2.mlp.fc2.weight torch.Size([384, 1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.1.blocks.2.mlp.fc2.bias torch.Size([384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.downsample.0.weight torch.Size([384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.downsample.0.bias torch.Size([384])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.downsample.1.weight torch.Size([768, 384, 2, 2])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.downsample.1.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.0.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.0.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.0.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.0.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.0.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.0.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.0.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.0.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.0.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.1.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.1.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.1.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.1.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.1.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.1.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.1.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.1.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.1.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.2.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.2.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.2.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.2.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.2.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.2.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.2.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.2.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.2.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.3.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.3.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.3.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.3.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.3.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.3.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.3.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.3.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.3.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.4.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.4.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.4.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.4.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.4.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.4.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.4.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.4.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.4.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.5.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.5.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.5.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.5.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.5.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.5.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.5.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.5.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.5.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.6.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.6.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.6.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.6.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.6.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.6.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.6.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.6.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.6.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.7.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.7.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.7.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.7.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.7.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.7.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.7.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.7.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.7.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.8.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.8.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.8.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.8.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.8.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.8.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.8.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.8.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.8.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.9.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.9.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.9.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.9.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.9.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.9.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.9.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.9.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.9.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.10.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.10.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.10.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.10.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.10.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.10.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.10.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.10.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.10.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.11.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.11.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.11.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.11.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.11.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.11.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.11.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.11.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.11.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.12.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.12.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.12.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.12.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.12.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.12.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.12.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.12.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.12.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.13.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.13.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.13.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.13.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.13.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.13.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.13.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.13.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.13.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.14.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.14.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.14.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.14.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.14.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.14.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.14.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.14.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.14.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.15.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.15.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.15.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.15.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.15.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.15.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.15.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.15.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.15.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.16.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.16.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.16.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.16.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.16.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.16.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.16.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.16.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.16.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.17.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.17.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.17.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.17.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.17.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.17.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.17.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.17.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.17.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.18.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.18.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.18.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.18.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.18.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.18.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.18.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.18.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.18.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.19.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.19.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.19.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.19.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.19.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.19.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.19.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.19.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.19.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.20.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.20.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.20.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.20.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.20.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.20.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.20.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.20.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.20.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.21.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.21.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.21.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.21.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.21.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.21.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.21.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.21.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.21.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.22.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.22.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.22.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.22.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.22.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.22.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.22.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.22.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.22.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.23.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.23.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.23.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.23.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.23.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.23.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.23.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.23.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.23.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.24.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.24.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.24.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.24.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.24.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.24.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.24.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.24.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.24.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.25.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.25.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.25.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.25.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.25.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.25.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.25.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.25.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.25.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.26.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.26.conv_dw.weight torch.Size([768, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.26.conv_dw.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.26.norm.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.26.norm.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.26.mlp.fc1.weight torch.Size([3072, 768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.26.mlp.fc1.bias torch.Size([3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.26.mlp.fc2.weight torch.Size([768, 3072])
model.visual_encoder.slow_vision_tower.vision_tower.stages.2.blocks.26.mlp.fc2.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.downsample.0.weight torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.downsample.0.bias torch.Size([768])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.downsample.1.weight torch.Size([1536, 768, 2, 2])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.downsample.1.bias torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.0.weight torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.0.conv_dw.weight torch.Size([1536, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.0.conv_dw.bias torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.0.norm.weight torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.0.norm.bias torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.0.mlp.fc1.weight torch.Size([6144, 1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.0.mlp.fc1.bias torch.Size([6144])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.0.mlp.fc2.weight torch.Size([1536, 6144])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.0.mlp.fc2.bias torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.1.weight torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.1.conv_dw.weight torch.Size([1536, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.1.conv_dw.bias torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.1.norm.weight torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.1.norm.bias torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.1.mlp.fc1.weight torch.Size([6144, 1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.1.mlp.fc1.bias torch.Size([6144])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.1.mlp.fc2.weight torch.Size([1536, 6144])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.1.mlp.fc2.bias torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.2.weight torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.2.conv_dw.weight torch.Size([1536, 1, 7, 7])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.2.conv_dw.bias torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.2.norm.weight torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.2.norm.bias torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.2.mlp.fc1.weight torch.Size([6144, 1536])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.2.mlp.fc1.bias torch.Size([6144])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.2.mlp.fc2.weight torch.Size([1536, 6144])
model.visual_encoder.slow_vision_tower.vision_tower.stages.3.blocks.2.mlp.fc2.bias torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.head.norm.weight torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.head.norm.bias torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.head.pre_logits.fc.weight torch.Size([1536, 1536])
model.visual_encoder.slow_vision_tower.vision_tower.head.pre_logits.fc.bias torch.Size([1536])
model.visual_encoder.slow_vision_tower.vision_tower.head.fc.weight torch.Size([1000, 1536])
model.visual_encoder.slow_vision_tower.vision_tower.head.fc.bias torch.Size([1000])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.embeddings.class_embedding torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.embeddings.patch_embedding.weight torch.Size([1024, 3, 14, 14])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.embeddings.position_embedding.weight torch.Size([577, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.pre_layrnorm.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.pre_layrnorm.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.0.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.0.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.0.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.0.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.0.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.0.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.0.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.0.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.0.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.0.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.0.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.0.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.0.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.0.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.0.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.0.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.1.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.1.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.1.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.1.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.1.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.1.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.1.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.1.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.1.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.1.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.1.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.1.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.1.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.1.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.1.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.1.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.2.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.2.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.2.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.2.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.2.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.2.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.2.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.2.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.2.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.2.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.2.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.2.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.2.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.2.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.2.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.2.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.3.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.3.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.3.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.3.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.3.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.3.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.3.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.3.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.3.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.3.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.3.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.3.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.3.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.3.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.3.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.3.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.4.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.4.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.4.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.4.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.4.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.4.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.4.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.4.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.4.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.4.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.4.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.4.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.4.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.4.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.4.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.4.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.5.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.5.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.5.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.5.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.5.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.5.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.5.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.5.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.5.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.5.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.5.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.5.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.5.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.5.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.5.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.5.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.6.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.6.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.6.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.6.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.6.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.6.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.6.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.6.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.6.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.6.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.6.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.6.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.6.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.6.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.6.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.6.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.7.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.7.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.7.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.7.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.7.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.7.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.7.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.7.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.7.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.7.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.7.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.7.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.7.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.7.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.7.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.7.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.8.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.8.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.8.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.8.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.8.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.8.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.8.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.8.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.8.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.8.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.8.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.8.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.8.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.8.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.8.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.8.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.9.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.9.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.9.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.9.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.9.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.9.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.9.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.9.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.9.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.9.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.9.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.9.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.9.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.9.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.9.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.9.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.10.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.10.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.10.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.10.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.10.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.10.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.10.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.10.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.10.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.10.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.10.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.10.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.10.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.10.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.10.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.10.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.11.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.11.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.11.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.11.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.11.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.11.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.11.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.11.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.11.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.11.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.11.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.11.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.11.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.11.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.11.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.11.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.12.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.12.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.12.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.12.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.12.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.12.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.12.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.12.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.12.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.12.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.12.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.12.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.12.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.12.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.12.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.12.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.13.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.13.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.13.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.13.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.13.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.13.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.13.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.13.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.13.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.13.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.13.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.13.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.13.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.13.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.13.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.13.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.14.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.14.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.14.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.14.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.14.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.14.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.14.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.14.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.14.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.14.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.14.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.14.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.14.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.14.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.14.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.14.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.15.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.15.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.15.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.15.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.15.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.15.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.15.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.15.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.15.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.15.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.15.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.15.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.15.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.15.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.15.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.15.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.16.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.16.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.16.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.16.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.16.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.16.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.16.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.16.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.16.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.16.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.16.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.16.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.16.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.16.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.16.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.16.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.17.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.17.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.17.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.17.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.17.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.17.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.17.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.17.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.17.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.17.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.17.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.17.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.17.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.17.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.17.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.17.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.18.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.18.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.18.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.18.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.18.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.18.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.18.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.18.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.18.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.18.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.18.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.18.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.18.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.18.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.18.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.18.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.19.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.19.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.19.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.19.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.19.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.19.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.19.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.19.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.19.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.19.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.19.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.19.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.19.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.19.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.19.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.19.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.20.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.20.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.20.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.20.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.20.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.20.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.20.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.20.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.20.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.20.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.20.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.20.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.20.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.20.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.20.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.20.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.21.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.21.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.21.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.21.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.21.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.21.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.21.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.21.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.21.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.21.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.21.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.21.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.21.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.21.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.21.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.21.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.22.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.22.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.22.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.22.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.22.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.22.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.22.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.22.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.22.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.22.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.22.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.22.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.22.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.22.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.22.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.22.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.23.self_attn.k_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.23.self_attn.k_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.23.self_attn.v_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.23.self_attn.v_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.23.self_attn.q_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.23.self_attn.q_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.23.self_attn.out_proj.weight torch.Size([1024, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.23.self_attn.out_proj.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.23.layer_norm1.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.23.layer_norm1.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.23.mlp.fc1.weight torch.Size([4096, 1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.23.mlp.fc1.bias torch.Size([4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.23.mlp.fc2.weight torch.Size([1024, 4096])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.23.mlp.fc2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.23.layer_norm2.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.encoder.layers.23.layer_norm2.bias torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.post_layernorm.weight torch.Size([1024])
model.visual_encoder.fast_vision_tower.vision_tower.vision_model.post_layernorm.bias torch.Size([1024])
model.visual_encoder.align_stages_latent.0.slow_conv.weight torch.Size([1536, 1536, 1, 1])
model.visual_encoder.align_stages_latent.0.slow_conv.bias torch.Size([1536])
model.visual_encoder.align_stages_latent.0.slow_proj.weight torch.Size([1024, 1536, 1, 1])
model.visual_encoder.align_stages_latent.0.slow_proj.bias torch.Size([1024])
model.visual_encoder.align_stages_latent.0.fast_conv.weight torch.Size([1024, 1, 7, 7])
model.visual_encoder.align_stages_latent.0.fast_conv.bias torch.Size([1024])
model.visual_encoder.align_stages_latent.0.fast_proj.weight torch.Size([1024, 1024, 1, 1])
model.visual_encoder.align_stages_latent.0.fast_proj.bias torch.Size([1024])
model.visual_encoder.align_stages_latent.0.gate.0.weight torch.Size([512, 2048])
model.visual_encoder.align_stages_latent.0.gate.0.bias torch.Size([512])
model.visual_encoder.align_stages_latent.0.gate.2.weight torch.Size([1, 512])
model.visual_encoder.align_stages_latent.0.gate.2.bias torch.Size([1])
model.visual_encoder.align_stages_latent.1.slow_conv.weight torch.Size([1536, 1536, 1, 1])
model.visual_encoder.align_stages_latent.1.slow_conv.bias torch.Size([1536])
model.visual_encoder.align_stages_latent.1.slow_proj.weight torch.Size([1024, 1536, 1, 1])
model.visual_encoder.align_stages_latent.1.slow_proj.bias torch.Size([1024])
model.visual_encoder.align_stages_latent.1.fast_conv.weight torch.Size([1024, 1, 7, 7])
model.visual_encoder.align_stages_latent.1.fast_conv.bias torch.Size([1024])
model.visual_encoder.align_stages_latent.1.fast_proj.weight torch.Size([1024, 1024, 1, 1])
model.visual_encoder.align_stages_latent.1.fast_proj.bias torch.Size([1024])
model.visual_encoder.align_stages_latent.1.gate.0.weight torch.Size([512, 2048])
model.visual_encoder.align_stages_latent.1.gate.0.bias torch.Size([512])
model.visual_encoder.align_stages_latent.1.gate.2.weight torch.Size([1, 512])
model.visual_encoder.align_stages_latent.1.gate.2.bias torch.Size([1])
model.visual_encoder.align_stages_latent.2.slow_conv.weight torch.Size([1536, 1536, 1, 1])
model.visual_encoder.align_stages_latent.2.slow_conv.bias torch.Size([1536])
model.visual_encoder.align_stages_latent.2.slow_proj.weight torch.Size([1024, 1536, 1, 1])
model.visual_encoder.align_stages_latent.2.slow_proj.bias torch.Size([1024])
model.visual_encoder.align_stages_latent.2.fast_conv.weight torch.Size([1024, 1, 7, 7])
model.visual_encoder.align_stages_latent.2.fast_conv.bias torch.Size([1024])
model.visual_encoder.align_stages_latent.2.fast_proj.weight torch.Size([1024, 1024, 1, 1])
model.visual_encoder.align_stages_latent.2.fast_proj.bias torch.Size([1024])
model.visual_encoder.align_stages_latent.2.gate.0.weight torch.Size([512, 2048])
model.visual_encoder.align_stages_latent.2.gate.0.bias torch.Size([512])
model.visual_encoder.align_stages_latent.2.gate.2.weight torch.Size([1, 512])
model.visual_encoder.align_stages_latent.2.gate.2.bias torch.Size([1])
model.visual_encoder.align_stages.0.fast_proj.weight torch.Size([1024, 1024])
model.visual_encoder.align_stages.0.fast_proj.bias torch.Size([1024])
model.visual_encoder.align_stages.0.slow_proj.weight torch.Size([1024, 1536])
model.visual_encoder.align_stages.0.slow_proj.bias torch.Size([1024])
model.vl_projector.0.weight torch.Size([2048, 1024])
model.vl_projector.0.bias torch.Size([2048])
model.vl_projector.2.weight torch.Size([2048, 2048])
model.vl_projector.2.bias torch.Size([2048])
trainable_params: 1810.077MB