File size: 4,153 Bytes
42fc833
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 38.72884283246977,
  "eval_steps": 500,
  "global_step": 7000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 5.53,
      "learning_rate": 1.9800000000000004e-05,
      "loss": 8.0967,
      "step": 1000
    },
    {
      "epoch": 11.09,
      "learning_rate": 3.619444444444445e-05,
      "loss": 2.6161,
      "step": 2000
    },
    {
      "epoch": 11.09,
      "eval_bleu": 13.5109,
      "eval_gen_len": 19.1966,
      "eval_loss": 3.176215171813965,
      "eval_runtime": 298.8186,
      "eval_samples_per_second": 9.685,
      "eval_steps_per_second": 1.211,
      "step": 2000
    },
    {
      "epoch": 13.86,
      "eval_bleu": 16.2868,
      "eval_gen_len": 18.7985,
      "eval_loss": 3.037487268447876,
      "eval_runtime": 263.6174,
      "eval_samples_per_second": 10.978,
      "eval_steps_per_second": 1.373,
      "step": 2500
    },
    {
      "epoch": 16.62,
      "learning_rate": 2.9270833333333338e-05,
      "loss": 1.4467,
      "step": 3000
    },
    {
      "epoch": 16.62,
      "eval_bleu": 17.6991,
      "eval_gen_len": 18.1949,
      "eval_loss": 3.132826328277588,
      "eval_runtime": 253.8432,
      "eval_samples_per_second": 11.401,
      "eval_steps_per_second": 1.426,
      "step": 3000
    },
    {
      "epoch": 19.39,
      "eval_bleu": 17.9052,
      "eval_gen_len": 18.3117,
      "eval_loss": 3.2690258026123047,
      "eval_runtime": 250.4816,
      "eval_samples_per_second": 11.554,
      "eval_steps_per_second": 1.445,
      "step": 3500
    },
    {
      "epoch": 22.15,
      "learning_rate": 2.232638888888889e-05,
      "loss": 0.6809,
      "step": 4000
    },
    {
      "epoch": 22.15,
      "eval_bleu": 18.4075,
      "eval_gen_len": 18.2149,
      "eval_loss": 3.3850443363189697,
      "eval_runtime": 248.7531,
      "eval_samples_per_second": 11.634,
      "eval_steps_per_second": 1.455,
      "step": 4000
    },
    {
      "epoch": 24.91,
      "eval_bleu": 19.0339,
      "eval_gen_len": 18.009,
      "eval_loss": 3.446467876434326,
      "eval_runtime": 246.4301,
      "eval_samples_per_second": 11.744,
      "eval_steps_per_second": 1.469,
      "step": 4500
    },
    {
      "epoch": 27.68,
      "learning_rate": 1.5381944444444445e-05,
      "loss": 0.3422,
      "step": 5000
    },
    {
      "epoch": 27.68,
      "eval_bleu": 18.7281,
      "eval_gen_len": 17.5902,
      "eval_loss": 3.5680091381073,
      "eval_runtime": 242.436,
      "eval_samples_per_second": 11.937,
      "eval_steps_per_second": 1.493,
      "step": 5000
    },
    {
      "epoch": 30.44,
      "eval_bleu": 19.1534,
      "eval_gen_len": 18.2177,
      "eval_loss": 3.634960651397705,
      "eval_runtime": 247.9202,
      "eval_samples_per_second": 11.673,
      "eval_steps_per_second": 1.46,
      "step": 5500
    },
    {
      "epoch": 33.2,
      "learning_rate": 8.444444444444446e-06,
      "loss": 0.1941,
      "step": 6000
    },
    {
      "epoch": 33.2,
      "eval_bleu": 19.2575,
      "eval_gen_len": 17.8784,
      "eval_loss": 3.7152717113494873,
      "eval_runtime": 241.6987,
      "eval_samples_per_second": 11.974,
      "eval_steps_per_second": 1.498,
      "step": 6000
    },
    {
      "epoch": 35.97,
      "eval_bleu": 19.2475,
      "eval_gen_len": 17.9831,
      "eval_loss": 3.738178253173828,
      "eval_runtime": 245.2172,
      "eval_samples_per_second": 11.802,
      "eval_steps_per_second": 1.476,
      "step": 6500
    },
    {
      "epoch": 38.73,
      "learning_rate": 1.5e-06,
      "loss": 0.1271,
      "step": 7000
    },
    {
      "epoch": 38.73,
      "eval_bleu": 19.3045,
      "eval_gen_len": 17.9889,
      "eval_loss": 3.757262706756592,
      "eval_runtime": 245.3062,
      "eval_samples_per_second": 11.798,
      "eval_steps_per_second": 1.476,
      "step": 7000
    }
  ],
  "logging_steps": 1000,
  "max_steps": 7200,
  "num_train_epochs": 40,
  "save_steps": 500,
  "total_flos": 1.941748272070656e+18,
  "trial_name": null,
  "trial_params": null
}