File size: 4,203 Bytes
ca96fc1
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 4.0,
  "global_step": 10016,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.2,
      "learning_rate": 5e-05,
      "loss": 6.3385,
      "step": 500
    },
    {
      "epoch": 0.4,
      "learning_rate": 4.7372845733501474e-05,
      "loss": 4.5084,
      "step": 1000
    },
    {
      "epoch": 0.6,
      "learning_rate": 4.4745691467002945e-05,
      "loss": 3.8034,
      "step": 1500
    },
    {
      "epoch": 0.8,
      "learning_rate": 4.2118537200504416e-05,
      "loss": 3.636,
      "step": 2000
    },
    {
      "epoch": 1.0,
      "learning_rate": 3.949138293400589e-05,
      "loss": 3.6844,
      "step": 2500
    },
    {
      "epoch": 1.0,
      "eval_bleu1_score": 0.1177,
      "eval_bleu2_score": 0.0596,
      "eval_bleu3_score": 0.0337,
      "eval_bleu4_score": 0.0194,
      "eval_loss": 3.402714967727661,
      "eval_rougeL": 0.1063,
      "eval_runtime": 336.0082,
      "eval_samples_per_second": 4.97,
      "eval_steps_per_second": 0.83,
      "step": 2504
    },
    {
      "epoch": 1.2,
      "learning_rate": 3.686422866750736e-05,
      "loss": 2.8302,
      "step": 3000
    },
    {
      "epoch": 1.4,
      "learning_rate": 3.423707440100883e-05,
      "loss": 2.8204,
      "step": 3500
    },
    {
      "epoch": 1.6,
      "learning_rate": 3.16099201345103e-05,
      "loss": 2.8368,
      "step": 4000
    },
    {
      "epoch": 1.8,
      "learning_rate": 2.898276586801177e-05,
      "loss": 2.8155,
      "step": 4500
    },
    {
      "epoch": 2.0,
      "learning_rate": 2.635561160151324e-05,
      "loss": 2.8006,
      "step": 5000
    },
    {
      "epoch": 2.0,
      "eval_bleu1_score": 0.1478,
      "eval_bleu2_score": 0.078,
      "eval_bleu3_score": 0.046,
      "eval_bleu4_score": 0.028,
      "eval_loss": 3.2086522579193115,
      "eval_rougeL": 0.1402,
      "eval_runtime": 332.4959,
      "eval_samples_per_second": 5.023,
      "eval_steps_per_second": 0.839,
      "step": 5008
    },
    {
      "epoch": 2.2,
      "learning_rate": 2.3728457335014714e-05,
      "loss": 1.888,
      "step": 5500
    },
    {
      "epoch": 2.4,
      "learning_rate": 2.1101303068516186e-05,
      "loss": 1.9007,
      "step": 6000
    },
    {
      "epoch": 2.6,
      "learning_rate": 1.8474148802017654e-05,
      "loss": 1.8907,
      "step": 6500
    },
    {
      "epoch": 2.8,
      "learning_rate": 1.5846994535519128e-05,
      "loss": 1.9067,
      "step": 7000
    },
    {
      "epoch": 3.0,
      "learning_rate": 1.3219840269020598e-05,
      "loss": 1.8821,
      "step": 7500
    },
    {
      "epoch": 3.0,
      "eval_bleu1_score": 0.1664,
      "eval_bleu2_score": 0.0973,
      "eval_bleu3_score": 0.0656,
      "eval_bleu4_score": 0.0475,
      "eval_loss": 3.304532289505005,
      "eval_rougeL": 0.1665,
      "eval_runtime": 331.5903,
      "eval_samples_per_second": 5.036,
      "eval_steps_per_second": 0.841,
      "step": 7512
    },
    {
      "epoch": 3.19,
      "learning_rate": 1.0592686002522069e-05,
      "loss": 1.2785,
      "step": 8000
    },
    {
      "epoch": 3.39,
      "learning_rate": 7.965531736023538e-06,
      "loss": 1.218,
      "step": 8500
    },
    {
      "epoch": 3.59,
      "learning_rate": 5.33837746952501e-06,
      "loss": 1.2186,
      "step": 9000
    },
    {
      "epoch": 3.79,
      "learning_rate": 2.711223203026482e-06,
      "loss": 1.2381,
      "step": 9500
    },
    {
      "epoch": 3.99,
      "learning_rate": 8.406893652795293e-08,
      "loss": 1.2172,
      "step": 10000
    },
    {
      "epoch": 4.0,
      "eval_bleu1_score": 0.1747,
      "eval_bleu2_score": 0.1061,
      "eval_bleu3_score": 0.0748,
      "eval_bleu4_score": 0.0579,
      "eval_loss": 3.398721694946289,
      "eval_rougeL": 0.1708,
      "eval_runtime": 334.1657,
      "eval_samples_per_second": 4.998,
      "eval_steps_per_second": 0.835,
      "step": 10016
    }
  ],
  "max_steps": 10016,
  "num_train_epochs": 4,
  "total_flos": 1.30102022111232e+17,
  "trial_name": null,
  "trial_params": null
}