{ "_name_or_path": "ksmcg/fan_small_12_p4_hybrid", "act_layer": null, "align_corners": false, "architectures": [ "FANForImageClassification" ], "attn_drop_rate": 0.0, "backbone": "hybrid", "c_head_num": null, "channel_dims": [ 384, 384, 384, 384, 384, 384, 384, 384, 384, 384 ], "channels": 256, "cls_attn_layers": 2, "decoder_hidden_size": 768, "decoder_params": { "embed_dim": 768 }, "depth": 10, "depths": [ 3, 3 ], "dims": [ 128, 256, 512, 1024 ], "drop_path_rate": 0.0, "drop_rate": 0.0, "dropout_ratio": 0.1, "embed_dim": 384, "eta": 1.0, "feat_downsample": false, "feature_strides": [ 4, 8, 16, 32 ], "hybrid_patch_size": 2, "img_size": [ 224, 224 ], "in_channels": [ 128, 256, 384, 384 ], "in_chans": 3, "in_index": [ 0, 1, 2, 3 ], "initializer_range": 1.0, "loss_decode": { "loss_weight": 1.0, "type": "CrossEntropyLoss", "use_sigmoid": false }, "mlp_ratio": 4.0, "model_type": "fan", "norm_cfg": { "requires_grad": true, "type": "SyncBN" }, "norm_layer": null, "num_classes": 1000, "num_heads": 8, "out_index": 9, "patch_size": 16, "qkv_bias": true, "reshape_last_stage": false, "rounding_mode": "floor", "se_mlp": false, "semantic_loss_ignore_index": -100, "sharpen_attn": false, "sr_ratio": [ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ], "tokens_norm": true, "torch_dtype": "float32", "transformers_version": "4.23.0.dev0", "type": "SegFormerHead", "use_checkpoint": false, "use_head": false, "use_pos_embed": true }