File size: 3,248 Bytes
12d2240
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
{
  "best_metric": 0.61800263898399,
  "best_model_checkpoint": "results/MELD_IEMOCAP/roberta-base/SEEDS/2022-03-14-18-51-04-speaker_mode-None-num_past_utterances-0-num_future_utterances-0-batch_size-64-seed-42/checkpoint-1776",
  "epoch": 6.0,
  "global_step": 1776,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 4.4394239954278034e-06,
      "loss": 1.6701,
      "step": 296
    },
    {
      "epoch": 1.0,
      "eval_f1_macro": 0.30985777176910967,
      "eval_f1_micro": 0.5323955669224212,
      "eval_f1_weighted": 0.4859489120974787,
      "eval_loss": 1.2982797622680664,
      "eval_runtime": 1.2188,
      "eval_samples_per_second": 1924.802,
      "eval_steps_per_second": 15.589,
      "step": 296
    },
    {
      "epoch": 2.0,
      "learning_rate": 8.878847990855607e-06,
      "loss": 1.2179,
      "step": 592
    },
    {
      "epoch": 2.0,
      "eval_f1_macro": 0.3839732358130102,
      "eval_f1_micro": 0.5775788576300085,
      "eval_f1_weighted": 0.5574500829748503,
      "eval_loss": 1.200979471206665,
      "eval_runtime": 1.2192,
      "eval_samples_per_second": 1924.226,
      "eval_steps_per_second": 15.584,
      "step": 592
    },
    {
      "epoch": 3.0,
      "learning_rate": 1.3333320881183167e-05,
      "loss": 1.1013,
      "step": 888
    },
    {
      "epoch": 3.0,
      "eval_f1_macro": 0.4087266861454327,
      "eval_f1_micro": 0.5971867007672634,
      "eval_f1_weighted": 0.5871017027301386,
      "eval_loss": 1.1074929237365723,
      "eval_runtime": 1.2154,
      "eval_samples_per_second": 1930.208,
      "eval_steps_per_second": 15.633,
      "step": 888
    },
    {
      "epoch": 4.0,
      "learning_rate": 1.2257324895850666e-05,
      "loss": 0.9993,
      "step": 1184
    },
    {
      "epoch": 4.0,
      "eval_f1_macro": 0.43350041604945594,
      "eval_f1_micro": 0.613384484228474,
      "eval_f1_weighted": 0.6060947860828556,
      "eval_loss": 1.1003719568252563,
      "eval_runtime": 1.2215,
      "eval_samples_per_second": 1920.649,
      "eval_steps_per_second": 15.555,
      "step": 1184
    },
    {
      "epoch": 5.0,
      "learning_rate": 1.1147468896993714e-05,
      "loss": 0.8819,
      "step": 1480
    },
    {
      "epoch": 5.0,
      "eval_f1_macro": 0.44292548050475483,
      "eval_f1_micro": 0.5980392156862745,
      "eval_f1_weighted": 0.59795700581851,
      "eval_loss": 1.1594799757003784,
      "eval_runtime": 1.2178,
      "eval_samples_per_second": 1926.363,
      "eval_steps_per_second": 15.601,
      "step": 1480
    },
    {
      "epoch": 6.0,
      "learning_rate": 1.0033850674411826e-05,
      "loss": 0.7848,
      "step": 1776
    },
    {
      "epoch": 6.0,
      "eval_f1_macro": 0.47229721194417307,
      "eval_f1_micro": 0.6231884057971014,
      "eval_f1_weighted": 0.61800263898399,
      "eval_loss": 1.1640219688415527,
      "eval_runtime": 1.2206,
      "eval_samples_per_second": 1922.025,
      "eval_steps_per_second": 15.566,
      "step": 1776
    }
  ],
  "max_steps": 4440,
  "num_train_epochs": 15,
  "total_flos": 3164590543786950.0,
  "trial_name": null,
  "trial_params": null
}