File size: 4,828 Bytes
7ac50f8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.030037986114621162,
  "best_model_checkpoint": "EN-DE_1/checkpoint-4000",
  "epoch": 18.264840182648403,
  "global_step": 4000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 2.28,
      "learning_rate": 4.943150684931507e-06,
      "loss": 0.0458,
      "step": 500
    },
    {
      "epoch": 2.28,
      "eval_loss": 0.0317346565425396,
      "eval_mse": 0.0317346565425396,
      "eval_pearson_correlation": 0.46990232914177965,
      "eval_rmse": 0.1781422346830368,
      "eval_runtime": 2.578,
      "eval_samples_per_second": 387.905,
      "eval_spearman_corr": 0.4789856726431624,
      "eval_steps_per_second": 12.413,
      "learning_rate": 4.943150684931507e-06,
      "step": 500
    },
    {
      "epoch": 4.57,
      "learning_rate": 4.8860730593607305e-06,
      "loss": 0.0363,
      "step": 1000
    },
    {
      "epoch": 4.57,
      "eval_loss": 0.031161895021796227,
      "eval_mse": 0.031161896884441376,
      "eval_pearson_correlation": 0.4681432735823584,
      "eval_rmse": 0.17652732133865356,
      "eval_runtime": 2.5825,
      "eval_samples_per_second": 387.218,
      "eval_spearman_corr": 0.5022684527295919,
      "eval_steps_per_second": 12.391,
      "learning_rate": 4.8860730593607305e-06,
      "step": 1000
    },
    {
      "epoch": 6.85,
      "learning_rate": 4.829109589041096e-06,
      "loss": 0.03,
      "step": 1500
    },
    {
      "epoch": 6.85,
      "eval_loss": 0.03813818097114563,
      "eval_mse": 0.03813818469643593,
      "eval_pearson_correlation": 0.47614034267336836,
      "eval_rmse": 0.1952899992465973,
      "eval_runtime": 2.586,
      "eval_samples_per_second": 386.701,
      "eval_spearman_corr": 0.5117927401539177,
      "eval_steps_per_second": 12.374,
      "learning_rate": 4.829109589041096e-06,
      "step": 1500
    },
    {
      "epoch": 9.13,
      "learning_rate": 4.77203196347032e-06,
      "loss": 0.0235,
      "step": 2000
    },
    {
      "epoch": 9.13,
      "eval_loss": 0.03011469729244709,
      "eval_mse": 0.03011469729244709,
      "eval_pearson_correlation": 0.5004122369046293,
      "eval_rmse": 0.17353586852550507,
      "eval_runtime": 2.5817,
      "eval_samples_per_second": 387.347,
      "eval_spearman_corr": 0.5088055517612488,
      "eval_steps_per_second": 12.395,
      "learning_rate": 4.77203196347032e-06,
      "step": 2000
    },
    {
      "epoch": 11.42,
      "learning_rate": 4.7149543378995435e-06,
      "loss": 0.0196,
      "step": 2500
    },
    {
      "epoch": 11.42,
      "eval_loss": 0.040484823286533356,
      "eval_mse": 0.040484823286533356,
      "eval_pearson_correlation": 0.4791417607023304,
      "eval_rmse": 0.20120841264724731,
      "eval_runtime": 2.5689,
      "eval_samples_per_second": 389.264,
      "eval_spearman_corr": 0.49223680640020745,
      "eval_steps_per_second": 12.456,
      "learning_rate": 4.7149543378995435e-06,
      "step": 2500
    },
    {
      "epoch": 13.7,
      "learning_rate": 4.6578767123287675e-06,
      "loss": 0.0169,
      "step": 3000
    },
    {
      "epoch": 13.7,
      "eval_loss": 0.03211166337132454,
      "eval_mse": 0.03211166337132454,
      "eval_pearson_correlation": 0.509159843974805,
      "eval_rmse": 0.1791972815990448,
      "eval_runtime": 2.5988,
      "eval_samples_per_second": 384.8,
      "eval_spearman_corr": 0.4970874031697612,
      "eval_steps_per_second": 12.314,
      "learning_rate": 4.6578767123287675e-06,
      "step": 3000
    },
    {
      "epoch": 15.98,
      "learning_rate": 4.600799086757991e-06,
      "loss": 0.0144,
      "step": 3500
    },
    {
      "epoch": 15.98,
      "eval_loss": 0.03915296494960785,
      "eval_mse": 0.03915296494960785,
      "eval_pearson_correlation": 0.49790449972703843,
      "eval_rmse": 0.19787108898162842,
      "eval_runtime": 2.5896,
      "eval_samples_per_second": 386.156,
      "eval_spearman_corr": 0.4949469011494366,
      "eval_steps_per_second": 12.357,
      "learning_rate": 4.600799086757991e-06,
      "step": 3500
    },
    {
      "epoch": 18.26,
      "learning_rate": 4.543721461187215e-06,
      "loss": 0.0124,
      "step": 4000
    },
    {
      "epoch": 18.26,
      "eval_loss": 0.030037986114621162,
      "eval_mse": 0.030037986114621162,
      "eval_pearson_correlation": 0.5246180486388605,
      "eval_rmse": 0.17331470549106598,
      "eval_runtime": 2.5739,
      "eval_samples_per_second": 388.513,
      "eval_spearman_corr": 0.5060582469818566,
      "eval_steps_per_second": 12.432,
      "learning_rate": 4.543721461187215e-06,
      "step": 4000
    }
  ],
  "max_steps": 43800,
  "num_train_epochs": 200,
  "total_flos": 3.49079923232496e+16,
  "trial_name": null,
  "trial_params": null
}