File size: 4,714 Bytes
8c9b97e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
195
196
197
198
199
200
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 11.049723756906078,
  "global_step": 2000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 2.88e-05,
      "loss": 0.3703,
      "step": 181
    },
    {
      "epoch": 2.0,
      "learning_rate": 2.7600000000000003e-05,
      "loss": 0.2003,
      "step": 362
    },
    {
      "epoch": 3.0,
      "learning_rate": 2.64e-05,
      "loss": 0.1576,
      "step": 543
    },
    {
      "epoch": 3.0,
      "eval_gen_len": 19.0,
      "eval_loss": 0.1703525185585022,
      "eval_rouge1": 0.3235,
      "eval_rouge2": 0.2582,
      "eval_rougeL": 0.3229,
      "eval_rougeLsum": 0.323,
      "eval_runtime": 40.4298,
      "eval_samples_per_second": 4.502,
      "eval_steps_per_second": 1.138,
      "step": 543
    },
    {
      "epoch": 4.0,
      "learning_rate": 2.52e-05,
      "loss": 0.1318,
      "step": 724
    },
    {
      "epoch": 4.0,
      "eval_gen_len": 19.0,
      "eval_loss": 0.1649511605501175,
      "eval_rouge1": 0.3177,
      "eval_rouge2": 0.2531,
      "eval_rougeL": 0.3173,
      "eval_rougeLsum": 0.3176,
      "eval_runtime": 38.7196,
      "eval_samples_per_second": 4.7,
      "eval_steps_per_second": 1.188,
      "step": 724
    },
    {
      "epoch": 5.0,
      "learning_rate": 2.4e-05,
      "loss": 0.1108,
      "step": 905
    },
    {
      "epoch": 5.0,
      "eval_gen_len": 19.0,
      "eval_loss": 0.16952580213546753,
      "eval_rouge1": 0.3228,
      "eval_rouge2": 0.2576,
      "eval_rougeL": 0.3217,
      "eval_rougeLsum": 0.3218,
      "eval_runtime": 39.283,
      "eval_samples_per_second": 4.633,
      "eval_steps_per_second": 1.171,
      "step": 905
    },
    {
      "epoch": 6.0,
      "learning_rate": 2.2800000000000002e-05,
      "loss": 0.097,
      "step": 1086
    },
    {
      "epoch": 6.0,
      "eval_gen_len": 19.0,
      "eval_loss": 0.16314710676670074,
      "eval_rouge1": 0.3178,
      "eval_rouge2": 0.2533,
      "eval_rougeL": 0.3177,
      "eval_rougeLsum": 0.3176,
      "eval_runtime": 39.6344,
      "eval_samples_per_second": 4.592,
      "eval_steps_per_second": 1.161,
      "step": 1086
    },
    {
      "epoch": 7.0,
      "learning_rate": 2.16e-05,
      "loss": 0.0835,
      "step": 1267
    },
    {
      "epoch": 7.0,
      "eval_gen_len": 19.0,
      "eval_loss": 0.17035609483718872,
      "eval_rouge1": 0.3231,
      "eval_rouge2": 0.2582,
      "eval_rougeL": 0.3226,
      "eval_rougeLsum": 0.3228,
      "eval_runtime": 39.5546,
      "eval_samples_per_second": 4.601,
      "eval_steps_per_second": 1.163,
      "step": 1267
    },
    {
      "epoch": 8.0,
      "learning_rate": 2.04e-05,
      "loss": 0.0746,
      "step": 1448
    },
    {
      "epoch": 8.0,
      "eval_gen_len": 19.0,
      "eval_loss": 0.17403215169906616,
      "eval_rouge1": 0.3209,
      "eval_rouge2": 0.2566,
      "eval_rougeL": 0.3205,
      "eval_rougeLsum": 0.3209,
      "eval_runtime": 38.8297,
      "eval_samples_per_second": 4.687,
      "eval_steps_per_second": 1.185,
      "step": 1448
    },
    {
      "epoch": 9.0,
      "learning_rate": 1.9200000000000003e-05,
      "loss": 0.0647,
      "step": 1629
    },
    {
      "epoch": 9.0,
      "eval_gen_len": 19.0,
      "eval_loss": 0.19373367726802826,
      "eval_rouge1": 0.3198,
      "eval_rouge2": 0.2555,
      "eval_rougeL": 0.3196,
      "eval_rougeLsum": 0.3193,
      "eval_runtime": 39.2617,
      "eval_samples_per_second": 4.636,
      "eval_steps_per_second": 1.172,
      "step": 1629
    },
    {
      "epoch": 10.0,
      "learning_rate": 1.8e-05,
      "loss": 0.0586,
      "step": 1810
    },
    {
      "epoch": 10.0,
      "eval_gen_len": 19.0,
      "eval_loss": 0.193358913064003,
      "eval_rouge1": 0.324,
      "eval_rouge2": 0.2596,
      "eval_rougeL": 0.3235,
      "eval_rougeLsum": 0.3232,
      "eval_runtime": 39.4009,
      "eval_samples_per_second": 4.619,
      "eval_steps_per_second": 1.167,
      "step": 1810
    },
    {
      "epoch": 11.0,
      "learning_rate": 1.6800000000000002e-05,
      "loss": 0.0522,
      "step": 1991
    },
    {
      "epoch": 11.0,
      "eval_gen_len": 19.0,
      "eval_loss": 0.20207685232162476,
      "eval_rouge1": 0.3225,
      "eval_rouge2": 0.2588,
      "eval_rougeL": 0.3216,
      "eval_rougeLsum": 0.3219,
      "eval_runtime": 39.3514,
      "eval_samples_per_second": 4.625,
      "eval_steps_per_second": 1.169,
      "step": 1991
    }
  ],
  "max_steps": 4525,
  "num_train_epochs": 25,
  "total_flos": 6155837130719232.0,
  "trial_name": null,
  "trial_params": null
}