File size: 4,310 Bytes
ff53177
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
{
  "best_metric": 96.7742,
  "best_model_checkpoint": "/data/tir/projects/tir7/user_data/priyansk/qa_tapex_e2_codet5p-220m_latex/checkpoint-2400",
  "epoch": 1.9998255577306998,
  "global_step": 3224,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.19,
      "learning_rate": 9.070409429280397e-05,
      "loss": 1.8932,
      "step": 300
    },
    {
      "epoch": 0.19,
      "eval_exact_match": 69.7581,
      "eval_loss": 0.006803931202739477,
      "eval_runtime": 182.7837,
      "eval_samples_per_second": 2.735,
      "eval_steps_per_second": 0.175,
      "step": 300
    },
    {
      "epoch": 0.37,
      "learning_rate": 8.140818858560795e-05,
      "loss": 0.0034,
      "step": 600
    },
    {
      "epoch": 0.37,
      "eval_exact_match": 86.4919,
      "eval_loss": 0.0015783495036885142,
      "eval_runtime": 139.3342,
      "eval_samples_per_second": 3.588,
      "eval_steps_per_second": 0.23,
      "step": 600
    },
    {
      "epoch": 0.56,
      "learning_rate": 7.211228287841191e-05,
      "loss": 0.0012,
      "step": 900
    },
    {
      "epoch": 0.56,
      "eval_exact_match": 92.5403,
      "eval_loss": 0.00091337546473369,
      "eval_runtime": 129.2451,
      "eval_samples_per_second": 3.869,
      "eval_steps_per_second": 0.248,
      "step": 900
    },
    {
      "epoch": 0.74,
      "learning_rate": 6.28163771712159e-05,
      "loss": 0.0008,
      "step": 1200
    },
    {
      "epoch": 0.74,
      "eval_exact_match": 94.3548,
      "eval_loss": 0.0006592237623408437,
      "eval_runtime": 130.2486,
      "eval_samples_per_second": 3.839,
      "eval_steps_per_second": 0.246,
      "step": 1200
    },
    {
      "epoch": 0.93,
      "learning_rate": 5.352047146401985e-05,
      "loss": 0.0006,
      "step": 1500
    },
    {
      "epoch": 0.93,
      "eval_exact_match": 94.5565,
      "eval_loss": 0.0005109157646074891,
      "eval_runtime": 127.9056,
      "eval_samples_per_second": 3.909,
      "eval_steps_per_second": 0.25,
      "step": 1500
    },
    {
      "epoch": 1.12,
      "learning_rate": 4.422456575682382e-05,
      "loss": 0.0004,
      "step": 1800
    },
    {
      "epoch": 1.12,
      "eval_exact_match": 95.3629,
      "eval_loss": 0.0004209030594211072,
      "eval_runtime": 129.0896,
      "eval_samples_per_second": 3.873,
      "eval_steps_per_second": 0.248,
      "step": 1800
    },
    {
      "epoch": 1.3,
      "learning_rate": 3.4928660049627796e-05,
      "loss": 0.0004,
      "step": 2100
    },
    {
      "epoch": 1.3,
      "eval_exact_match": 95.1613,
      "eval_loss": 0.00042048218892887235,
      "eval_runtime": 129.0282,
      "eval_samples_per_second": 3.875,
      "eval_steps_per_second": 0.248,
      "step": 2100
    },
    {
      "epoch": 1.49,
      "learning_rate": 2.563275434243176e-05,
      "loss": 0.0003,
      "step": 2400
    },
    {
      "epoch": 1.49,
      "eval_exact_match": 96.7742,
      "eval_loss": 0.0003429962380323559,
      "eval_runtime": 127.2593,
      "eval_samples_per_second": 3.929,
      "eval_steps_per_second": 0.251,
      "step": 2400
    },
    {
      "epoch": 1.67,
      "learning_rate": 1.6336848635235734e-05,
      "loss": 0.0003,
      "step": 2700
    },
    {
      "epoch": 1.67,
      "eval_exact_match": 96.7742,
      "eval_loss": 0.00032032810850068927,
      "eval_runtime": 126.2849,
      "eval_samples_per_second": 3.959,
      "eval_steps_per_second": 0.253,
      "step": 2700
    },
    {
      "epoch": 1.86,
      "learning_rate": 7.040942928039701e-06,
      "loss": 0.0003,
      "step": 3000
    },
    {
      "epoch": 1.86,
      "eval_exact_match": 96.371,
      "eval_loss": 0.0003172786091454327,
      "eval_runtime": 128.5411,
      "eval_samples_per_second": 3.89,
      "eval_steps_per_second": 0.249,
      "step": 3000
    },
    {
      "epoch": 2.0,
      "step": 3224,
      "total_flos": 4.0211486895557837e+18,
      "train_loss": 0.17688602654646998,
      "train_runtime": 168482.5606,
      "train_samples_per_second": 19.598,
      "train_steps_per_second": 0.019
    }
  ],
  "max_steps": 3224,
  "num_train_epochs": 2,
  "total_flos": 4.0211486895557837e+18,
  "trial_name": null,
  "trial_params": null
}