DiffusionWave/models

1{
2  "checkpoint": "L:\\Dab\\OppaiOracle\\experiments\\run1_vit\\checkpoints\\last.pt",
3  "checkpoint_epoch": 27,
4  "checkpoint_step": 170799,
5  "val_samples": 296056,
6  "num_tags_evaluated": 19292,
7  "skip_indices": [
8    0,
9    1
10  ],
11  "sweep": {
12    "min": 0.001,
13    "max": 0.999,
14    "step": 0.001,
15    "count": 999
16  },
17  "micro": {
18    "pr_breakeven": {
19      "threshold": 0.6703923830091953,
20      "precision": 0.6590625047683716,
21      "recall": 0.6590625047683716,
22      "f1": 0.6590625047678715,
23      "interpolated": true
24    },
25    "f1_optimal": {
26      "threshold": 0.6890000000000001,
27      "precision": 0.6945814490318298,
28      "recall": 0.631279706954956,
29      "f1": 0.6614194512367249
30    }
31  },
32  "macro_single_threshold": {
33    "support_ge_0": {
34      "tags_evaluated": 19292,
35      "tags_total": 19292,
36      "pr_breakeven": {
37        "threshold": 0.6138130034804344,
38        "precision": 0.5879629850387573,
39        "recall": 0.5879629850387573,
40        "f1": 0.5879629850382573,
41        "interpolated": true
42      },
43      "f1_optimal": {
44        "threshold": 0.638,
45        "precision": 0.6384379267692566,
46        "recall": 0.557437002658844,
47        "f1": 0.5590507388114929
48      }
49    },
50    "support_ge_1": {
51      "tags_evaluated": 19291,
52      "tags_total": 19292,
53      "pr_breakeven": {
54        "threshold": 0.6138130099773407,
55        "precision": 0.5879935026168823,
56        "recall": 0.5879935026168823,
57        "f1": 0.5879935026163823,
58        "interpolated": true
59      },
60      "f1_optimal": {
61        "threshold": 0.638,
62        "precision": 0.6384710669517517,
63        "recall": 0.5574659109115601,
64        "f1": 0.5590797662734985
65      }
66    },
67    "support_ge_5": {
68      "tags_evaluated": 19290,
69      "tags_total": 19292,
70      "pr_breakeven": {
71        "threshold": 0.6138140349388123,
72        "precision": 0.5880097150802612,
73        "recall": 0.5880097150802612,
74        "f1": 0.5880097150797612,
75        "interpolated": true
76      },
77      "f1_optimal": {
78        "threshold": 0.638,
79        "precision": 0.6384868621826172,
80        "recall": 0.5574818253517151,
81        "f1": 0.5590939521789551
82      }
83    }
84  },
85  "per_tag": {
86    "min_support": 5,
87    "pr_summary": {
88      "tags_with_support": 19290,
89      "mean_threshold": 0.621989121848163,
90      "median_threshold": 0.622,
91      "p25_threshold": 0.5760000000000001,
92      "p75_threshold": 0.668,
93      "mean_precision": 0.5903011607590863,
94      "mean_recall": 0.590301160752134
95    },
96    "f1_summary": {
97      "mean_threshold": 0.6416145152928978,
98      "median_threshold": 0.641,
99      "mean_f1": 0.6218033705281114
100    }
101  }
102}