code: def base_configs():
      return dict(
          img_size=224,
          patch_size=16,
          in_c=3,
          num_classes=1000,
          embed_dim=768,
          depth=12,
          num_heads=12,
          mlp_ratio=4.0,
          qkv_bias=True,
          qk_scale=None,
          representation_size=None,
          drop_ratio=0,
          attn_drop_ratio=0,
          drop_path_ratio=0,
          embed_layer=PatchEmbed2D,
          norm_layer=None,
          act_layer=None,
      )
  
label_desc: Use image node_id 1 for calling a global function with example usage: base_configs() and returns: dict