File size: 5,046 Bytes
6bf737b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.0,
  "global_step": 9648,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.16,
      "learning_rate": 4.740878938640133e-05,
      "loss": 0.0449,
      "step": 500
    },
    {
      "epoch": 0.31,
      "learning_rate": 4.4817578772802655e-05,
      "loss": 0.0385,
      "step": 1000
    },
    {
      "epoch": 0.31,
      "eval_dev_RMSE": 0.18822340609718077,
      "eval_dev_loss": 0.03542805090546608,
      "eval_dev_runtime": 133.0034,
      "eval_dev_samples_per_second": 92.178,
      "eval_dev_steps_per_second": 11.526,
      "step": 1000
    },
    {
      "epoch": 0.47,
      "learning_rate": 4.222636815920398e-05,
      "loss": 0.0369,
      "step": 1500
    },
    {
      "epoch": 0.62,
      "learning_rate": 3.9635157545605314e-05,
      "loss": 0.0359,
      "step": 2000
    },
    {
      "epoch": 0.62,
      "eval_dev_RMSE": 0.18694981664838944,
      "eval_dev_loss": 0.03495023399591446,
      "eval_dev_runtime": 133.0499,
      "eval_dev_samples_per_second": 92.146,
      "eval_dev_steps_per_second": 11.522,
      "step": 2000
    },
    {
      "epoch": 0.78,
      "learning_rate": 3.7043946932006634e-05,
      "loss": 0.0343,
      "step": 2500
    },
    {
      "epoch": 0.93,
      "learning_rate": 3.445273631840796e-05,
      "loss": 0.0329,
      "step": 3000
    },
    {
      "epoch": 0.93,
      "eval_dev_RMSE": 0.17415666711451466,
      "eval_dev_loss": 0.030330544337630272,
      "eval_dev_runtime": 133.0816,
      "eval_dev_samples_per_second": 92.124,
      "eval_dev_steps_per_second": 11.519,
      "step": 3000
    },
    {
      "epoch": 1.09,
      "learning_rate": 3.1861525704809286e-05,
      "loss": 0.0263,
      "step": 3500
    },
    {
      "epoch": 1.24,
      "learning_rate": 2.9270315091210616e-05,
      "loss": 0.0214,
      "step": 4000
    },
    {
      "epoch": 1.24,
      "eval_dev_RMSE": 0.18201157943729365,
      "eval_dev_loss": 0.03312821686267853,
      "eval_dev_runtime": 133.0186,
      "eval_dev_samples_per_second": 92.168,
      "eval_dev_steps_per_second": 11.525,
      "step": 4000
    },
    {
      "epoch": 1.4,
      "learning_rate": 2.6679104477611942e-05,
      "loss": 0.0203,
      "step": 4500
    },
    {
      "epoch": 1.55,
      "learning_rate": 2.408789386401327e-05,
      "loss": 0.0211,
      "step": 5000
    },
    {
      "epoch": 1.55,
      "eval_dev_RMSE": 0.17764016881454997,
      "eval_dev_loss": 0.03155602887272835,
      "eval_dev_runtime": 132.9944,
      "eval_dev_samples_per_second": 92.184,
      "eval_dev_steps_per_second": 11.527,
      "step": 5000
    },
    {
      "epoch": 1.71,
      "learning_rate": 2.1496683250414595e-05,
      "loss": 0.0202,
      "step": 5500
    },
    {
      "epoch": 1.87,
      "learning_rate": 1.890547263681592e-05,
      "loss": 0.0211,
      "step": 6000
    },
    {
      "epoch": 1.87,
      "eval_dev_RMSE": 0.17477992169342263,
      "eval_dev_loss": 0.03054802119731903,
      "eval_dev_runtime": 132.9682,
      "eval_dev_samples_per_second": 92.202,
      "eval_dev_steps_per_second": 11.529,
      "step": 6000
    },
    {
      "epoch": 2.02,
      "learning_rate": 1.6314262023217248e-05,
      "loss": 0.0201,
      "step": 6500
    },
    {
      "epoch": 2.18,
      "learning_rate": 1.3723051409618576e-05,
      "loss": 0.0114,
      "step": 7000
    },
    {
      "epoch": 2.18,
      "eval_dev_RMSE": 0.18422651848103616,
      "eval_dev_loss": 0.033939410001039505,
      "eval_dev_runtime": 133.0526,
      "eval_dev_samples_per_second": 92.144,
      "eval_dev_steps_per_second": 11.522,
      "step": 7000
    },
    {
      "epoch": 2.33,
      "learning_rate": 1.1131840796019902e-05,
      "loss": 0.0113,
      "step": 7500
    },
    {
      "epoch": 2.49,
      "learning_rate": 8.540630182421228e-06,
      "loss": 0.0114,
      "step": 8000
    },
    {
      "epoch": 2.49,
      "eval_dev_RMSE": 0.18135978128058372,
      "eval_dev_loss": 0.032891370356082916,
      "eval_dev_runtime": 133.0402,
      "eval_dev_samples_per_second": 92.153,
      "eval_dev_steps_per_second": 11.523,
      "step": 8000
    },
    {
      "epoch": 2.64,
      "learning_rate": 5.9494195688225545e-06,
      "loss": 0.0108,
      "step": 8500
    },
    {
      "epoch": 2.8,
      "learning_rate": 3.358208955223881e-06,
      "loss": 0.0107,
      "step": 9000
    },
    {
      "epoch": 2.8,
      "eval_dev_RMSE": 0.17957866610604725,
      "eval_dev_loss": 0.03224850073456764,
      "eval_dev_runtime": 133.0207,
      "eval_dev_samples_per_second": 92.166,
      "eval_dev_steps_per_second": 11.525,
      "step": 9000
    },
    {
      "epoch": 2.95,
      "learning_rate": 7.669983416252073e-07,
      "loss": 0.0105,
      "step": 9500
    }
  ],
  "max_steps": 9648,
  "num_train_epochs": 3,
  "total_flos": 8.121060296152474e+16,
  "trial_name": null,
  "trial_params": null
}