| { | |
| "architecture": "pruned", | |
| "model_size": "30m", | |
| "model_type": "ben2", | |
| "pruning_info": { | |
| "layers_pruned": "Reduced Swin Transformer depths from [2, 2, 18, 2] to [1, 1, 4, 1]", | |
| "original_params": 94134658, | |
| "pruned_params": 36275254, | |
| "pruning_strategy": "depth_reduction", | |
| "reduction_percent": 61.46450757806971 | |
| }, | |
| "swin_config": { | |
| "depths": [ | |
| 1, | |
| 1, | |
| 4, | |
| 1 | |
| ], | |
| "embed_dim": 128, | |
| "num_heads": [ | |
| 4, | |
| 8, | |
| 16, | |
| 32 | |
| ], | |
| "window_size": 12 | |
| } | |
| } |