File size: 4,279 Bytes
8bfdce0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 43.53,
  "best_model_checkpoint": "opus_big_lsp_adapt_wce_precision_3_ubweight_1.5/checkpoint-80000",
  "epoch": 1.9716574245224892,
  "global_step": 80000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.2,
      "learning_rate": 1.9753635243376465e-05,
      "loss": 0.1796,
      "step": 8000
    },
    {
      "epoch": 0.2,
      "eval_bleu": 42.245,
      "eval_gen_len": 33.5858,
      "eval_loss": 0.09831776469945908,
      "eval_runtime": 132.7068,
      "eval_samples_per_second": 7.859,
      "eval_steps_per_second": 0.497,
      "step": 8000
    },
    {
      "epoch": 0.39,
      "learning_rate": 1.9507208872458414e-05,
      "loss": 0.1487,
      "step": 16000
    },
    {
      "epoch": 0.39,
      "eval_bleu": 42.2116,
      "eval_gen_len": 34.3643,
      "eval_loss": 0.09730643033981323,
      "eval_runtime": 116.1316,
      "eval_samples_per_second": 8.981,
      "eval_steps_per_second": 0.568,
      "step": 16000
    },
    {
      "epoch": 0.59,
      "learning_rate": 1.9260844115834877e-05,
      "loss": 0.1446,
      "step": 24000
    },
    {
      "epoch": 0.59,
      "eval_bleu": 42.0306,
      "eval_gen_len": 33.4008,
      "eval_loss": 0.09792491048574448,
      "eval_runtime": 139.3867,
      "eval_samples_per_second": 7.483,
      "eval_steps_per_second": 0.474,
      "step": 24000
    },
    {
      "epoch": 0.79,
      "learning_rate": 1.901447935921134e-05,
      "loss": 0.1406,
      "step": 32000
    },
    {
      "epoch": 0.79,
      "eval_bleu": 42.7137,
      "eval_gen_len": 34.441,
      "eval_loss": 0.0964345782995224,
      "eval_runtime": 121.1927,
      "eval_samples_per_second": 8.606,
      "eval_steps_per_second": 0.545,
      "step": 32000
    },
    {
      "epoch": 0.99,
      "learning_rate": 1.8768114602587803e-05,
      "loss": 0.1391,
      "step": 40000
    },
    {
      "epoch": 0.99,
      "eval_bleu": 42.8852,
      "eval_gen_len": 33.8102,
      "eval_loss": 0.09575977176427841,
      "eval_runtime": 107.5204,
      "eval_samples_per_second": 9.7,
      "eval_steps_per_second": 0.614,
      "step": 40000
    },
    {
      "epoch": 1.18,
      "learning_rate": 1.8521749845964266e-05,
      "loss": 0.1239,
      "step": 48000
    },
    {
      "epoch": 1.18,
      "eval_bleu": 42.9831,
      "eval_gen_len": 34.3087,
      "eval_loss": 0.09662675112485886,
      "eval_runtime": 114.4632,
      "eval_samples_per_second": 9.112,
      "eval_steps_per_second": 0.577,
      "step": 48000
    },
    {
      "epoch": 1.38,
      "learning_rate": 1.827538508934073e-05,
      "loss": 0.1242,
      "step": 56000
    },
    {
      "epoch": 1.38,
      "eval_bleu": 42.7598,
      "eval_gen_len": 34.2502,
      "eval_loss": 0.09706231206655502,
      "eval_runtime": 120.5178,
      "eval_samples_per_second": 8.654,
      "eval_steps_per_second": 0.548,
      "step": 56000
    },
    {
      "epoch": 1.58,
      "learning_rate": 1.8029020332717192e-05,
      "loss": 0.1248,
      "step": 64000
    },
    {
      "epoch": 1.58,
      "eval_bleu": 42.9725,
      "eval_gen_len": 34.6242,
      "eval_loss": 0.09721297025680542,
      "eval_runtime": 217.1644,
      "eval_samples_per_second": 4.803,
      "eval_steps_per_second": 0.304,
      "step": 64000
    },
    {
      "epoch": 1.77,
      "learning_rate": 1.7782655576093655e-05,
      "loss": 0.1243,
      "step": 72000
    },
    {
      "epoch": 1.77,
      "eval_bleu": 42.7137,
      "eval_gen_len": 34.441,
      "eval_loss": 0.09667866677045822,
      "eval_runtime": 206.9894,
      "eval_samples_per_second": 5.039,
      "eval_steps_per_second": 0.319,
      "step": 72000
    },
    {
      "epoch": 1.97,
      "learning_rate": 1.753629081947012e-05,
      "loss": 0.1241,
      "step": 80000
    },
    {
      "epoch": 1.97,
      "eval_bleu": 43.53,
      "eval_gen_len": 33.9923,
      "eval_loss": 0.0961531400680542,
      "eval_runtime": 111.5933,
      "eval_samples_per_second": 9.346,
      "eval_steps_per_second": 0.591,
      "step": 80000
    }
  ],
  "max_steps": 649200,
  "num_train_epochs": 16,
  "total_flos": 2.5844916958632346e+17,
  "trial_name": null,
  "trial_params": null
}