ensemble.json

{
 "sources": [
  {
   "name": "crop_small_512",
   "tag": "convnext_small_512_crop",
   "backbone": "convnext_small.fb_in22k_ft_in1k",
   "input": "render",
   "res": 512,
   "crop": 320,
   "tta": "crop5"
  },
  {
   "name": "deit3_small_320",
   "tag": "deit3_small_patch16_384_320",
   "backbone": "deit3_small_patch16_384.fb_in22k_ft_in1k",
   "input": "render",
   "res": 320,
   "tta": 4,
   "img_size": 320
  },
  {
   "name": "convnext_small_448",
   "tag": "convnext_small_448",
   "backbone": "convnext_small.fb_in22k_ft_in1k",
   "input": "render",
   "res": 448,
   "tta": 4
  },
  {
   "name": "convnext_base_320_mf",
   "tag": "convnext_base_320_mf",
   "backbone": "convnext_base.fb_in22k_ft_in1k",
   "input": "render",
   "res": 320,
   "tta": 4
  },
  {
   "name": "convnext_base_320_w3",
   "tag": "convnext_base_320_w3",
   "backbone": "convnext_base.fb_in22k_ft_in1k",
   "input": "render",
   "res": 320,
   "tta": 4,
   "n_out": 15
  },
  {
   "name": "convnext_base_320_s2",
   "tag": "convnext_base_320_s2",
   "backbone": "convnext_base.fb_in22k_ft_in1k",
   "input": "render",
   "res": 320,
   "tta": 4
  },
  {
   "name": "convnext_base_448",
   "tag": "convnext_base_448",
   "backbone": "convnext_base.fb_in22k_ft_in1k",
   "input": "render",
   "res": 448,
   "tta": 4
  },
  {
   "name": "irreg_cnn_128",
   "tag": "convnext_small_128_irreg",
   "backbone": "convnext_small.fb_in22k_ft_in1k",
   "input": "irreg",
   "res": 128,
   "tta": 4
  },
  {
   "name": "catboost_irrmix",
   "kind": "catboost",
   "dir": "cb_irrmix"
  }
 ],
 "thresholds": [
  0.3982514913993297,
  0.17552532770156487,
  0.0877207102941941,
  0.3767055590110797,
  0.46891204689945554,
  0.1721735511740004,
  0.348948008214904,
  0.19306347415818836,
  0.3491227431941179,
  0.3651216931461567
 ],
 "th_quality": 0.47232779810580067,
 "honest": 14.728368858426142,
 "aggregation": "mean",
 "note": "веса равные; пороги подобраны точным проходом по сортировке на всём OOF"
}