File size: 4,637 Bytes
b0116e4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 2.0,
  "global_step": 2482,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.08,
      "learning_rate": 4.0160642570281125e-05,
      "loss": 3.6101,
      "step": 100
    },
    {
      "epoch": 0.16,
      "learning_rate": 8.032128514056225e-05,
      "loss": 1.5644,
      "step": 200
    },
    {
      "epoch": 0.24,
      "learning_rate": 9.771607702642186e-05,
      "loss": 1.4534,
      "step": 300
    },
    {
      "epoch": 0.32,
      "learning_rate": 9.323779668607256e-05,
      "loss": 1.2308,
      "step": 400
    },
    {
      "epoch": 0.4,
      "learning_rate": 8.875951634572325e-05,
      "loss": 1.0461,
      "step": 500
    },
    {
      "epoch": 0.48,
      "learning_rate": 8.428123600537394e-05,
      "loss": 1.2082,
      "step": 600
    },
    {
      "epoch": 0.56,
      "learning_rate": 7.980295566502463e-05,
      "loss": 1.1456,
      "step": 700
    },
    {
      "epoch": 0.64,
      "learning_rate": 7.532467532467533e-05,
      "loss": 1.0767,
      "step": 800
    },
    {
      "epoch": 0.73,
      "learning_rate": 7.084639498432603e-05,
      "loss": 1.136,
      "step": 900
    },
    {
      "epoch": 0.81,
      "learning_rate": 6.636811464397672e-05,
      "loss": 1.041,
      "step": 1000
    },
    {
      "epoch": 0.89,
      "learning_rate": 6.188983430362741e-05,
      "loss": 1.1013,
      "step": 1100
    },
    {
      "epoch": 0.97,
      "learning_rate": 5.741155396327811e-05,
      "loss": 0.9227,
      "step": 1200
    },
    {
      "epoch": 1.0,
      "eval_HasAns_exact": 68.0616620528687,
      "eval_HasAns_f1": 74.92241418708792,
      "eval_HasAns_total": 18423,
      "eval_NoAns_exact": 72.74377165484243,
      "eval_NoAns_f1": 72.74377165484243,
      "eval_NoAns_total": 6061,
      "eval_best_exact": 69.22071556935141,
      "eval_best_exact_thresh": 0.0,
      "eval_best_f1": 74.3830924917785,
      "eval_best_f1_thresh": 0.0,
      "eval_exact": 69.22071556935141,
      "eval_f1": 74.38309249177856,
      "eval_total": 24484,
      "step": 1241
    },
    {
      "epoch": 1.05,
      "learning_rate": 5.29332736229288e-05,
      "loss": 0.9157,
      "step": 1300
    },
    {
      "epoch": 1.13,
      "learning_rate": 4.845499328257949e-05,
      "loss": 0.7482,
      "step": 1400
    },
    {
      "epoch": 1.21,
      "learning_rate": 4.397671294223019e-05,
      "loss": 0.7523,
      "step": 1500
    },
    {
      "epoch": 1.29,
      "learning_rate": 3.949843260188088e-05,
      "loss": 0.8341,
      "step": 1600
    },
    {
      "epoch": 1.37,
      "learning_rate": 3.5020152261531576e-05,
      "loss": 0.7643,
      "step": 1700
    },
    {
      "epoch": 1.45,
      "learning_rate": 3.0541871921182266e-05,
      "loss": 0.7429,
      "step": 1800
    },
    {
      "epoch": 1.53,
      "learning_rate": 2.6063591580832963e-05,
      "loss": 0.7005,
      "step": 1900
    },
    {
      "epoch": 1.61,
      "learning_rate": 2.1585311240483657e-05,
      "loss": 0.7959,
      "step": 2000
    },
    {
      "epoch": 1.69,
      "learning_rate": 1.710703090013435e-05,
      "loss": 0.838,
      "step": 2100
    },
    {
      "epoch": 1.77,
      "learning_rate": 1.2628750559785044e-05,
      "loss": 0.6559,
      "step": 2200
    },
    {
      "epoch": 1.85,
      "learning_rate": 8.150470219435737e-06,
      "loss": 0.7658,
      "step": 2300
    },
    {
      "epoch": 1.93,
      "learning_rate": 3.672189879086431e-06,
      "loss": 0.7433,
      "step": 2400
    },
    {
      "epoch": 2.0,
      "eval_HasAns_exact": 67.86625413884818,
      "eval_HasAns_f1": 74.35217861420978,
      "eval_HasAns_total": 18423,
      "eval_NoAns_exact": 78.12242204256724,
      "eval_NoAns_f1": 78.12242204256724,
      "eval_NoAns_total": 6061,
      "eval_best_exact": 70.40516255513805,
      "eval_best_exact_thresh": 0.0,
      "eval_best_f1": 75.28550018826877,
      "eval_best_f1_thresh": 0.0,
      "eval_exact": 70.40516255513805,
      "eval_f1": 75.28550018826883,
      "eval_total": 24484,
      "step": 2482
    },
    {
      "epoch": 2.0,
      "step": 2482,
      "total_flos": 7.969241705088025e+18,
      "train_loss": 1.0671158636125415,
      "train_runtime": 2476.3519,
      "train_samples_per_second": 256.584,
      "train_steps_per_second": 1.002
    }
  ],
  "max_steps": 2482,
  "num_train_epochs": 2,
  "start_time": 1661273831.2880511,
  "total_flos": 7.969241705088025e+18,
  "trial_name": null,
  "trial_params": null
}