File size: 4,333 Bytes
fe6b61c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 77.32269615784104,
  "best_model_checkpoint": "/home/jcanete/ft-data/all_results/tar/roberta_large_bne/epochs_2_bs_32_lr_2e-5/checkpoint-4500",
  "epoch": 2.0,
  "global_step": 5486,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.11,
      "eval_exact_match": 52.72469252601703,
      "eval_f1": 70.31979377504159,
      "step": 300
    },
    {
      "epoch": 0.18,
      "learning_rate": 1.8177178271965002e-05,
      "loss": 2.0124,
      "step": 500
    },
    {
      "epoch": 0.22,
      "eval_exact_match": 55.37369914853358,
      "eval_f1": 72.79425345069818,
      "step": 600
    },
    {
      "epoch": 0.33,
      "eval_exact_match": 57.142857142857146,
      "eval_f1": 74.00444934296571,
      "step": 900
    },
    {
      "epoch": 0.36,
      "learning_rate": 1.6354356543930007e-05,
      "loss": 1.6158,
      "step": 1000
    },
    {
      "epoch": 0.44,
      "eval_exact_match": 57.899716177861876,
      "eval_f1": 75.07716154126113,
      "step": 1200
    },
    {
      "epoch": 0.55,
      "learning_rate": 1.4531534815895008e-05,
      "loss": 1.5421,
      "step": 1500
    },
    {
      "epoch": 0.55,
      "eval_exact_match": 59.08230842005676,
      "eval_f1": 75.72655876274406,
      "step": 1500
    },
    {
      "epoch": 0.66,
      "eval_exact_match": 58.77010406811731,
      "eval_f1": 75.5986676698771,
      "step": 1800
    },
    {
      "epoch": 0.73,
      "learning_rate": 1.2712358731316079e-05,
      "loss": 1.4971,
      "step": 2000
    },
    {
      "epoch": 0.77,
      "eval_exact_match": 59.40397350993378,
      "eval_f1": 76.56550651885689,
      "step": 2100
    },
    {
      "epoch": 0.87,
      "eval_exact_match": 60.33112582781457,
      "eval_f1": 77.04475615318619,
      "step": 2400
    },
    {
      "epoch": 0.91,
      "learning_rate": 1.0889537003281081e-05,
      "loss": 1.4532,
      "step": 2500
    },
    {
      "epoch": 0.98,
      "eval_exact_match": 60.179754020813625,
      "eval_f1": 76.98820150102628,
      "step": 2700
    },
    {
      "epoch": 1.09,
      "learning_rate": 9.066715275246082e-06,
      "loss": 1.1553,
      "step": 3000
    },
    {
      "epoch": 1.09,
      "eval_exact_match": 59.735099337748345,
      "eval_f1": 76.60782983695076,
      "step": 3000
    },
    {
      "epoch": 1.2,
      "eval_exact_match": 59.7918637653737,
      "eval_f1": 76.76732218063003,
      "step": 3300
    },
    {
      "epoch": 1.28,
      "learning_rate": 7.243893547211084e-06,
      "loss": 0.9124,
      "step": 3500
    },
    {
      "epoch": 1.31,
      "eval_exact_match": 59.83916745506149,
      "eval_f1": 76.96753684496848,
      "step": 3600
    },
    {
      "epoch": 1.42,
      "eval_exact_match": 59.99053926206244,
      "eval_f1": 76.84857447005851,
      "step": 3900
    },
    {
      "epoch": 1.46,
      "learning_rate": 5.421071819176085e-06,
      "loss": 0.8835,
      "step": 4000
    },
    {
      "epoch": 1.53,
      "eval_exact_match": 59.422894985808895,
      "eval_f1": 76.94657837246879,
      "step": 4200
    },
    {
      "epoch": 1.64,
      "learning_rate": 3.6018957345971567e-06,
      "loss": 0.8727,
      "step": 4500
    },
    {
      "epoch": 1.64,
      "eval_exact_match": 60.416272469252604,
      "eval_f1": 77.32269615784104,
      "step": 4500
    },
    {
      "epoch": 1.75,
      "eval_exact_match": 60.2081362346263,
      "eval_f1": 77.1919063305815,
      "step": 4800
    },
    {
      "epoch": 1.82,
      "learning_rate": 1.7827196500182284e-06,
      "loss": 0.8503,
      "step": 5000
    },
    {
      "epoch": 1.86,
      "eval_exact_match": 60.06622516556291,
      "eval_f1": 77.17743863949298,
      "step": 5100
    },
    {
      "epoch": 1.97,
      "eval_exact_match": 60.31220435193945,
      "eval_f1": 77.30000861688039,
      "step": 5400
    },
    {
      "epoch": 2.0,
      "step": 5486,
      "total_flos": 1.1863529489772403e+17,
      "train_loss": 1.2413271612987178,
      "train_runtime": 3098.796,
      "train_samples_per_second": 56.634,
      "train_steps_per_second": 1.77
    }
  ],
  "max_steps": 5486,
  "num_train_epochs": 2,
  "total_flos": 1.1863529489772403e+17,
  "trial_name": null,
  "trial_params": null
}