File size: 3,286 Bytes
b25aad7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
{
  "best_metric": 0.1615038961172104,
  "best_model_checkpoint": "/home/paperspace/microsoft_deberta-v3-small_cpt_f6d5daab/checkpoint-7365",
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 7365,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.2,
      "learning_rate": 9.709048588885654e-07,
      "loss": 0.5815,
      "step": 500
    },
    {
      "epoch": 0.41,
      "learning_rate": 9.418097177771311e-07,
      "loss": 0.2425,
      "step": 1000
    },
    {
      "epoch": 0.61,
      "learning_rate": 9.127145766656967e-07,
      "loss": 0.193,
      "step": 1500
    },
    {
      "epoch": 0.81,
      "learning_rate": 8.836194355542625e-07,
      "loss": 0.175,
      "step": 2000
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9521287431248727,
      "eval_f1": 0.952353470322894,
      "eval_loss": 0.1743677854537964,
      "eval_precision": 0.9532059236996064,
      "eval_recall": 0.9521287431248727,
      "eval_runtime": 3.5334,
      "eval_samples_per_second": 1389.316,
      "eval_steps_per_second": 86.885,
      "step": 2455
    },
    {
      "epoch": 1.02,
      "learning_rate": 8.54524294442828e-07,
      "loss": 0.1522,
      "step": 2500
    },
    {
      "epoch": 1.22,
      "learning_rate": 8.254291533313936e-07,
      "loss": 0.16,
      "step": 3000
    },
    {
      "epoch": 1.43,
      "learning_rate": 7.963340122199592e-07,
      "loss": 0.1608,
      "step": 3500
    },
    {
      "epoch": 1.63,
      "learning_rate": 7.672388711085248e-07,
      "loss": 0.1629,
      "step": 4000
    },
    {
      "epoch": 1.83,
      "learning_rate": 7.381437299970904e-07,
      "loss": 0.1528,
      "step": 4500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9543695253615808,
      "eval_f1": 0.9546171796156795,
      "eval_loss": 0.1643744260072708,
      "eval_precision": 0.9557276168664036,
      "eval_recall": 0.9543695253615808,
      "eval_runtime": 3.5744,
      "eval_samples_per_second": 1373.394,
      "eval_steps_per_second": 85.89,
      "step": 4910
    },
    {
      "epoch": 2.04,
      "learning_rate": 7.090485888856561e-07,
      "loss": 0.1699,
      "step": 5000
    },
    {
      "epoch": 2.24,
      "learning_rate": 6.799534477742217e-07,
      "loss": 0.1587,
      "step": 5500
    },
    {
      "epoch": 2.44,
      "learning_rate": 6.508583066627873e-07,
      "loss": 0.1488,
      "step": 6000
    },
    {
      "epoch": 2.65,
      "learning_rate": 6.217631655513529e-07,
      "loss": 0.1473,
      "step": 6500
    },
    {
      "epoch": 2.85,
      "learning_rate": 5.926680244399185e-07,
      "loss": 0.1475,
      "step": 7000
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.955591770217967,
      "eval_f1": 0.9558024411984405,
      "eval_loss": 0.1615038961172104,
      "eval_precision": 0.9566578816450286,
      "eval_recall": 0.955591770217967,
      "eval_runtime": 3.5432,
      "eval_samples_per_second": 1385.46,
      "eval_steps_per_second": 86.644,
      "step": 7365
    }
  ],
  "logging_steps": 500,
  "max_steps": 17185,
  "num_train_epochs": 7,
  "save_steps": 500,
  "total_flos": 1439549918346636.0,
  "trial_name": null,
  "trial_params": null
}