File size: 5,804 Bytes
c5ecf50
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
{
  "best_metric": 0.5861960041064519,
  "best_model_checkpoint": "/scratch/mrahma45/pixel/finetuned_models/bert/bert-base-finetuned-pos-ud-Chinese-GSD/checkpoint-500",
  "epoch": 24.0,
  "global_step": 3000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.8,
      "learning_rate": 4.9500000000000004e-05,
      "loss": 1.8173,
      "step": 100
    },
    {
      "epoch": 1.6,
      "learning_rate": 4.966778523489933e-05,
      "loss": 1.3257,
      "step": 200
    },
    {
      "epoch": 2.4,
      "learning_rate": 4.933221476510068e-05,
      "loss": 1.2541,
      "step": 300
    },
    {
      "epoch": 3.2,
      "learning_rate": 4.8996644295302016e-05,
      "loss": 1.2279,
      "step": 400
    },
    {
      "epoch": 4.0,
      "learning_rate": 4.8661073825503355e-05,
      "loss": 1.1842,
      "step": 500
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.5861960041064519,
      "eval_loss": 1.2214140892028809,
      "eval_runtime": 2.5478,
      "eval_samples_per_second": 196.251,
      "eval_steps_per_second": 24.728,
      "step": 500
    },
    {
      "epoch": 4.8,
      "learning_rate": 4.83255033557047e-05,
      "loss": 1.1457,
      "step": 600
    },
    {
      "epoch": 5.6,
      "learning_rate": 4.798993288590604e-05,
      "loss": 1.1089,
      "step": 700
    },
    {
      "epoch": 6.4,
      "learning_rate": 4.765436241610739e-05,
      "loss": 1.0922,
      "step": 800
    },
    {
      "epoch": 7.2,
      "learning_rate": 4.7318791946308726e-05,
      "loss": 1.0397,
      "step": 900
    },
    {
      "epoch": 8.0,
      "learning_rate": 4.698322147651007e-05,
      "loss": 1.0256,
      "step": 1000
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.5806680881307748,
      "eval_loss": 1.2595834732055664,
      "eval_runtime": 2.5388,
      "eval_samples_per_second": 196.945,
      "eval_steps_per_second": 24.815,
      "step": 1000
    },
    {
      "epoch": 8.8,
      "learning_rate": 4.664765100671141e-05,
      "loss": 0.9657,
      "step": 1100
    },
    {
      "epoch": 9.6,
      "learning_rate": 4.631208053691276e-05,
      "loss": 0.9376,
      "step": 1200
    },
    {
      "epoch": 10.4,
      "learning_rate": 4.5976510067114097e-05,
      "loss": 0.901,
      "step": 1300
    },
    {
      "epoch": 11.2,
      "learning_rate": 4.564093959731544e-05,
      "loss": 0.8583,
      "step": 1400
    },
    {
      "epoch": 12.0,
      "learning_rate": 4.5305369127516775e-05,
      "loss": 0.832,
      "step": 1500
    },
    {
      "epoch": 12.0,
      "eval_accuracy": 0.5698491668640923,
      "eval_loss": 1.4014437198638916,
      "eval_runtime": 2.5467,
      "eval_samples_per_second": 196.333,
      "eval_steps_per_second": 24.738,
      "step": 1500
    },
    {
      "epoch": 12.8,
      "learning_rate": 4.496979865771812e-05,
      "loss": 0.7809,
      "step": 1600
    },
    {
      "epoch": 13.6,
      "learning_rate": 4.463422818791946e-05,
      "loss": 0.7387,
      "step": 1700
    },
    {
      "epoch": 14.4,
      "learning_rate": 4.4298657718120806e-05,
      "loss": 0.7135,
      "step": 1800
    },
    {
      "epoch": 15.2,
      "learning_rate": 4.3963087248322146e-05,
      "loss": 0.6757,
      "step": 1900
    },
    {
      "epoch": 16.0,
      "learning_rate": 4.362751677852349e-05,
      "loss": 0.6519,
      "step": 2000
    },
    {
      "epoch": 16.0,
      "eval_accuracy": 0.5552396746426597,
      "eval_loss": 1.6267313957214355,
      "eval_runtime": 2.5372,
      "eval_samples_per_second": 197.067,
      "eval_steps_per_second": 24.83,
      "step": 2000
    },
    {
      "epoch": 16.8,
      "learning_rate": 4.329194630872484e-05,
      "loss": 0.6038,
      "step": 2100
    },
    {
      "epoch": 17.6,
      "learning_rate": 4.295637583892618e-05,
      "loss": 0.5758,
      "step": 2200
    },
    {
      "epoch": 18.4,
      "learning_rate": 4.262080536912752e-05,
      "loss": 0.545,
      "step": 2300
    },
    {
      "epoch": 19.2,
      "learning_rate": 4.228523489932886e-05,
      "loss": 0.5239,
      "step": 2400
    },
    {
      "epoch": 20.0,
      "learning_rate": 4.194966442953021e-05,
      "loss": 0.5023,
      "step": 2500
    },
    {
      "epoch": 20.0,
      "eval_accuracy": 0.550817341862118,
      "eval_loss": 1.8601970672607422,
      "eval_runtime": 2.5314,
      "eval_samples_per_second": 197.52,
      "eval_steps_per_second": 24.887,
      "step": 2500
    },
    {
      "epoch": 20.8,
      "learning_rate": 4.161409395973155e-05,
      "loss": 0.4627,
      "step": 2600
    },
    {
      "epoch": 21.6,
      "learning_rate": 4.127852348993289e-05,
      "loss": 0.4396,
      "step": 2700
    },
    {
      "epoch": 22.4,
      "learning_rate": 4.0942953020134226e-05,
      "loss": 0.4187,
      "step": 2800
    },
    {
      "epoch": 23.2,
      "learning_rate": 4.060738255033557e-05,
      "loss": 0.4056,
      "step": 2900
    },
    {
      "epoch": 24.0,
      "learning_rate": 4.027181208053691e-05,
      "loss": 0.3811,
      "step": 3000
    },
    {
      "epoch": 24.0,
      "eval_accuracy": 0.5463160388533523,
      "eval_loss": 2.0793230533599854,
      "eval_runtime": 2.5286,
      "eval_samples_per_second": 197.741,
      "eval_steps_per_second": 24.915,
      "step": 3000
    },
    {
      "epoch": 24.0,
      "step": 3000,
      "total_flos": 1.2534537269366784e+16,
      "train_loss": 0.8378373018900553,
      "train_runtime": 774.849,
      "train_samples_per_second": 619.476,
      "train_steps_per_second": 19.359
    }
  ],
  "max_steps": 15000,
  "num_train_epochs": 120,
  "total_flos": 1.2534537269366784e+16,
  "trial_name": null,
  "trial_params": null
}