File size: 6,319 Bytes
e177d89
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 14.444444444444445,
  "global_step": 2600,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.11,
      "learning_rate": 2.9201259662181504e-05,
      "loss": 1.9337,
      "step": 200
    },
    {
      "epoch": 1.11,
      "eval_combined_score": 0.855672098210929,
      "eval_loss": 0.6694014668464661,
      "eval_pearson": 0.8565553031421368,
      "eval_runtime": 9.7338,
      "eval_samples_per_second": 154.103,
      "eval_spearmanr": 0.8547888932797213,
      "eval_steps_per_second": 4.829,
      "step": 200
    },
    {
      "epoch": 2.22,
      "learning_rate": 2.7483538505582595e-05,
      "loss": 0.5478,
      "step": 400
    },
    {
      "epoch": 2.22,
      "eval_combined_score": 0.8820736249689372,
      "eval_loss": 0.5202434659004211,
      "eval_pearson": 0.883058769007019,
      "eval_runtime": 7.0124,
      "eval_samples_per_second": 213.907,
      "eval_spearmanr": 0.8810884809308552,
      "eval_steps_per_second": 6.702,
      "step": 400
    },
    {
      "epoch": 3.33,
      "learning_rate": 2.5765817348983683e-05,
      "loss": 0.3875,
      "step": 600
    },
    {
      "epoch": 3.33,
      "eval_combined_score": 0.8848872283962617,
      "eval_loss": 0.5168328285217285,
      "eval_pearson": 0.8858649045223065,
      "eval_runtime": 8.7209,
      "eval_samples_per_second": 172.0,
      "eval_spearmanr": 0.8839095522702168,
      "eval_steps_per_second": 5.389,
      "step": 600
    },
    {
      "epoch": 4.44,
      "learning_rate": 2.404809619238477e-05,
      "loss": 0.2873,
      "step": 800
    },
    {
      "epoch": 4.44,
      "eval_combined_score": 0.8913594385875843,
      "eval_loss": 0.4864712357521057,
      "eval_pearson": 0.89199629173951,
      "eval_runtime": 5.045,
      "eval_samples_per_second": 297.324,
      "eval_spearmanr": 0.8907225854356586,
      "eval_steps_per_second": 9.316,
      "step": 800
    },
    {
      "epoch": 5.56,
      "learning_rate": 2.233037503578586e-05,
      "loss": 0.2209,
      "step": 1000
    },
    {
      "epoch": 5.56,
      "eval_combined_score": 0.8933856482982484,
      "eval_loss": 0.47292622923851013,
      "eval_pearson": 0.8928073121296423,
      "eval_runtime": 6.2607,
      "eval_samples_per_second": 239.589,
      "eval_spearmanr": 0.8939639844668545,
      "eval_steps_per_second": 7.507,
      "step": 1000
    },
    {
      "epoch": 6.67,
      "learning_rate": 2.0612653879186946e-05,
      "loss": 0.1858,
      "step": 1200
    },
    {
      "epoch": 6.67,
      "eval_combined_score": 0.8951297426092613,
      "eval_loss": 0.4721234440803528,
      "eval_pearson": 0.895018574604679,
      "eval_runtime": 5.3661,
      "eval_samples_per_second": 279.534,
      "eval_spearmanr": 0.8952409106138436,
      "eval_steps_per_second": 8.759,
      "step": 1200
    },
    {
      "epoch": 7.78,
      "learning_rate": 1.8894932722588034e-05,
      "loss": 0.1488,
      "step": 1400
    },
    {
      "epoch": 7.78,
      "eval_combined_score": 0.891447497560241,
      "eval_loss": 0.4770796298980713,
      "eval_pearson": 0.8911445993678931,
      "eval_runtime": 5.0578,
      "eval_samples_per_second": 296.572,
      "eval_spearmanr": 0.8917503957525889,
      "eval_steps_per_second": 9.293,
      "step": 1400
    },
    {
      "epoch": 8.89,
      "learning_rate": 1.7177211565989122e-05,
      "loss": 0.1304,
      "step": 1600
    },
    {
      "epoch": 8.89,
      "eval_combined_score": 0.8970612339600279,
      "eval_loss": 0.48936206102371216,
      "eval_pearson": 0.8980185335797246,
      "eval_runtime": 14.0351,
      "eval_samples_per_second": 106.875,
      "eval_spearmanr": 0.8961039343403312,
      "eval_steps_per_second": 3.349,
      "step": 1600
    },
    {
      "epoch": 10.0,
      "learning_rate": 1.545949040939021e-05,
      "loss": 0.109,
      "step": 1800
    },
    {
      "epoch": 10.0,
      "eval_combined_score": 0.8980839993104694,
      "eval_loss": 0.5082814693450928,
      "eval_pearson": 0.8984275062131546,
      "eval_runtime": 8.418,
      "eval_samples_per_second": 178.19,
      "eval_spearmanr": 0.8977404924077843,
      "eval_steps_per_second": 5.583,
      "step": 1800
    },
    {
      "epoch": 11.11,
      "learning_rate": 1.3741769252791297e-05,
      "loss": 0.0921,
      "step": 2000
    },
    {
      "epoch": 11.11,
      "eval_combined_score": 0.8993074838528512,
      "eval_loss": 0.48581191897392273,
      "eval_pearson": 0.9003551226268016,
      "eval_runtime": 5.9476,
      "eval_samples_per_second": 252.201,
      "eval_spearmanr": 0.8982598450789009,
      "eval_steps_per_second": 7.902,
      "step": 2000
    },
    {
      "epoch": 12.22,
      "learning_rate": 1.2024048096192385e-05,
      "loss": 0.0832,
      "step": 2200
    },
    {
      "epoch": 12.22,
      "eval_combined_score": 0.8988999314237858,
      "eval_loss": 0.4592455327510834,
      "eval_pearson": 0.8999128062818325,
      "eval_runtime": 5.0336,
      "eval_samples_per_second": 297.999,
      "eval_spearmanr": 0.8978870565657391,
      "eval_steps_per_second": 9.337,
      "step": 2200
    },
    {
      "epoch": 13.33,
      "learning_rate": 1.0306326939593473e-05,
      "loss": 0.0752,
      "step": 2400
    },
    {
      "epoch": 13.33,
      "eval_combined_score": 0.8988264761743764,
      "eval_loss": 0.4774340093135834,
      "eval_pearson": 0.8993306926360871,
      "eval_runtime": 5.4436,
      "eval_samples_per_second": 275.552,
      "eval_spearmanr": 0.8983222597126657,
      "eval_steps_per_second": 8.634,
      "step": 2400
    },
    {
      "epoch": 14.44,
      "learning_rate": 8.588605782994561e-06,
      "loss": 0.0659,
      "step": 2600
    },
    {
      "epoch": 14.44,
      "eval_combined_score": 0.9002469671281537,
      "eval_loss": 0.44667911529541016,
      "eval_pearson": 0.9010897645452967,
      "eval_runtime": 4.9948,
      "eval_samples_per_second": 300.31,
      "eval_spearmanr": 0.8994041697110107,
      "eval_steps_per_second": 9.41,
      "step": 2600
    }
  ],
  "max_steps": 3600,
  "num_train_epochs": 20,
  "total_flos": 6367238346060288.0,
  "trial_name": null,
  "trial_params": null
}