| { |
| "total_params": 391, |
| "modified_params": 169, |
| "enhancements_by_layer": { |
| "embed": 8, |
| "other": 114, |
| "bias": 47 |
| }, |
| "avg_enhancement": 3.407684882583432e-05, |
| "config": { |
| "name": "final_ensemble_top1_boost", |
| "attention_scale": 1.972727272727273, |
| "output_scale": 1.481818181818182, |
| "projection_scale": 1.4, |
| "norm_scale": 0.7545454545454546, |
| "embed_scale": 1.0545454545454547, |
| "weight_scale": 1.1181818181818184, |
| "bias_scale": 0.881818181818182, |
| "encoder_scale": 1.0545454545454547, |
| "decoder_scale": 1.6272727272727274, |
| "conv_scale": 1.4454545454545458, |
| "dense_scale": 1.2818181818181822, |
| "adapter_scale": 1.2181818181818183, |
| "base_enhancement": 0.002405454545454546, |
| "importance_factor": 1.681818181818182, |
| "noise_scale": 0.00018545454545454548, |
| "min_scale_threshold": 0.13363636363636364, |
| "apply_noise_to_unimportant": 2.0, |
| "apply_stabilization": 2.0, |
| "norm_clip": 0.10363636363636365, |
| "skip_pattern": "none", |
| "emergency_scale": 0.029090909090909094, |
| "sharpen_attention": 2.0, |
| "max_singular_value": 3.0363636363636366, |
| "use_adaptive_enhancement": 2.0, |
| "focus_layers": [ |
| "transformer.time_embed.time_mlp.0.weight", |
| "transformer.time_embed.time_mlp.2.weight", |
| "transformer.text_embed.text_embed.weight", |
| "transformer.input_embed.proj.weight", |
| "transformer.input_embed.conv_pos_embed.conv1d.0.weight", |
| "transformer.input_embed.conv_pos_embed.conv1d.2.weight", |
| "transformer.layers.0.2.to_q.weight", |
| "transformer.layers.0.2.to_k.weight", |
| "transformer.layers.0.2.to_v.weight", |
| "transformer.layers.0.2.to_out.0.weight", |
| "transformer.layers.0.4.ff.0.0.weight", |
| "transformer.layers.0.4.ff.2.weight", |
| "transformer.layers.1.2.to_q.weight", |
| "transformer.layers.1.2.to_k.weight", |
| "transformer.layers.1.2.to_v.weight", |
| "transformer.layers.1.2.to_out.0.weight", |
| "transformer.layers.1.4.ff.0.0.weight", |
| "transformer.layers.1.4.ff.2.weight", |
| "transformer.layers.2.2.to_q.weight", |
| "transformer.layers.2.2.to_k.weight", |
| "transformer.layers.2.2.to_v.weight", |
| "transformer.layers.2.2.to_out.0.weight", |
| "transformer.layers.2.4.ff.0.0.weight", |
| "transformer.layers.2.4.ff.2.weight", |
| "transformer.layers.3.2.to_q.weight", |
| "transformer.layers.3.2.to_k.weight", |
| "transformer.layers.3.2.to_v.weight", |
| "transformer.layers.3.2.to_out.0.weight", |
| "transformer.layers.3.4.ff.0.0.weight", |
| "transformer.layers.3.4.ff.2.weight", |
| "transformer.layers.4.2.to_q.weight", |
| "transformer.layers.4.2.to_k.weight", |
| "transformer.layers.4.2.to_v.weight", |
| "transformer.layers.4.2.to_out.0.weight", |
| "transformer.layers.4.4.ff.0.0.weight", |
| "transformer.layers.4.4.ff.2.weight", |
| "transformer.layers.5.2.to_q.weight", |
| "transformer.layers.5.2.to_k.weight", |
| "transformer.layers.5.2.to_v.weight", |
| "transformer.layers.5.2.to_out.0.weight", |
| "transformer.layers.5.4.ff.0.0.weight", |
| "transformer.layers.5.4.ff.2.weight", |
| "transformer.layers.6.2.to_q.weight", |
| "transformer.layers.6.2.to_k.weight", |
| "transformer.layers.6.2.to_v.weight", |
| "transformer.layers.6.2.to_out.0.weight", |
| "transformer.layers.6.4.ff.0.0.weight", |
| "transformer.layers.6.4.ff.2.weight", |
| "transformer.layers.7.2.to_q.weight", |
| "transformer.layers.7.2.to_k.weight", |
| "transformer.layers.7.2.to_v.weight", |
| "transformer.layers.7.2.to_out.0.weight", |
| "transformer.layers.7.4.ff.0.0.weight", |
| "transformer.layers.7.4.ff.2.weight", |
| "transformer.layers.8.4.ff.0.0.weight", |
| "transformer.layers.8.4.ff.2.weight", |
| "transformer.layers.9.4.ff.0.0.weight", |
| "transformer.layers.9.4.ff.2.weight", |
| "transformer.layers.10.4.ff.0.0.weight", |
| "transformer.layers.10.4.ff.2.weight", |
| "transformer.layers.11.4.ff.0.0.weight", |
| "transformer.layers.11.4.ff.2.weight", |
| "transformer.layers.12.4.ff.0.0.weight", |
| "transformer.layers.12.4.ff.2.weight", |
| "transformer.layers.13.0.weight", |
| "transformer.layers.13.4.ff.0.0.weight", |
| "transformer.layers.13.4.ff.2.weight", |
| "transformer.layers.14.0.weight", |
| "transformer.layers.14.4.ff.0.0.weight", |
| "transformer.layers.14.4.ff.2.weight", |
| "transformer.layers.15.0.weight", |
| "transformer.layers.15.4.ff.0.0.weight", |
| "transformer.layers.15.4.ff.2.weight", |
| "transformer.layers.16.4.ff.0.0.weight", |
| "transformer.layers.16.4.ff.2.weight", |
| "transformer.layers.17.4.ff.0.0.weight", |
| "transformer.layers.17.4.ff.2.weight", |
| "transformer.layers.18.4.ff.0.0.weight", |
| "transformer.layers.18.4.ff.2.weight", |
| "transformer.layers.19.4.ff.0.0.weight", |
| "transformer.layers.19.4.ff.2.weight", |
| "transformer.layers.20.4.ff.0.0.weight", |
| "transformer.layers.20.4.ff.2.weight", |
| "transformer.layers.21.4.ff.0.0.weight", |
| "transformer.layers.21.4.ff.2.weight", |
| "transformer.layers.22.4.ff.0.0.weight", |
| "transformer.layers.22.4.ff.2.weight", |
| "transformer.layers.23.4.ff.0.0.weight", |
| "transformer.layers.23.4.ff.2.weight", |
| "transformer.layers.24.4.ff.0.0.weight", |
| "transformer.layers.24.4.ff.2.weight", |
| "transformer.layers.25.4.ff.0.0.weight", |
| "transformer.layers.25.4.ff.2.weight" |
| ] |
| }, |
| "timestamp": "2025-05-25T06:21:47.691748", |
| "seed": 1748162635 |
| } |