File size: 7,399 Bytes
1ce113a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 19.999384615384617,
  "global_step": 8120,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_loss": 0.23661810159683228,
      "eval_mse": 0.23661810159683228,
      "eval_runtime": 2.3458,
      "eval_samples_per_second": 213.15,
      "eval_steps_per_second": 26.857,
      "step": 406
    },
    {
      "epoch": 1.23,
      "learning_rate": 2.8341964112881786e-05,
      "loss": 0.5408,
      "step": 500
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.174851194024086,
      "eval_mse": 0.1748511791229248,
      "eval_runtime": 2.4627,
      "eval_samples_per_second": 203.028,
      "eval_steps_per_second": 25.582,
      "step": 812
    },
    {
      "epoch": 2.46,
      "learning_rate": 2.648225518159033e-05,
      "loss": 0.1601,
      "step": 1000
    },
    {
      "epoch": 3.0,
      "eval_loss": 0.16912883520126343,
      "eval_mse": 0.16912883520126343,
      "eval_runtime": 2.4762,
      "eval_samples_per_second": 201.92,
      "eval_steps_per_second": 25.442,
      "step": 1218
    },
    {
      "epoch": 3.69,
      "learning_rate": 2.4622546250298872e-05,
      "loss": 0.1051,
      "step": 1500
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.15406909584999084,
      "eval_mse": 0.15406909584999084,
      "eval_runtime": 2.4694,
      "eval_samples_per_second": 202.478,
      "eval_steps_per_second": 25.512,
      "step": 1624
    },
    {
      "epoch": 4.93,
      "learning_rate": 2.2762837319007417e-05,
      "loss": 0.0784,
      "step": 2000
    },
    {
      "epoch": 5.0,
      "eval_loss": 0.16454747319221497,
      "eval_mse": 0.16454748809337616,
      "eval_runtime": 2.4788,
      "eval_samples_per_second": 201.707,
      "eval_steps_per_second": 25.415,
      "step": 2030
    },
    {
      "epoch": 6.0,
      "eval_loss": 0.13350126147270203,
      "eval_mse": 0.13350127637386322,
      "eval_runtime": 2.3387,
      "eval_samples_per_second": 213.798,
      "eval_steps_per_second": 26.939,
      "step": 2436
    },
    {
      "epoch": 6.16,
      "learning_rate": 2.0903128387715962e-05,
      "loss": 0.0615,
      "step": 2500
    },
    {
      "epoch": 7.0,
      "eval_loss": 0.11380095779895782,
      "eval_mse": 0.11380096524953842,
      "eval_runtime": 2.4535,
      "eval_samples_per_second": 203.787,
      "eval_steps_per_second": 25.677,
      "step": 2842
    },
    {
      "epoch": 7.39,
      "learning_rate": 1.9043419456424507e-05,
      "loss": 0.0486,
      "step": 3000
    },
    {
      "epoch": 8.0,
      "eval_loss": 0.11023622751235962,
      "eval_mse": 0.11023622006177902,
      "eval_runtime": 2.3622,
      "eval_samples_per_second": 211.671,
      "eval_steps_per_second": 26.671,
      "step": 3248
    },
    {
      "epoch": 8.62,
      "learning_rate": 1.718371052513305e-05,
      "loss": 0.04,
      "step": 3500
    },
    {
      "epoch": 9.0,
      "eval_loss": 0.13071884214878082,
      "eval_mse": 0.13071882724761963,
      "eval_runtime": 2.3355,
      "eval_samples_per_second": 214.09,
      "eval_steps_per_second": 26.975,
      "step": 3654
    },
    {
      "epoch": 9.85,
      "learning_rate": 1.5324001593841596e-05,
      "loss": 0.0333,
      "step": 4000
    },
    {
      "epoch": 10.0,
      "eval_loss": 0.11540825664997101,
      "eval_mse": 0.11540825664997101,
      "eval_runtime": 2.3363,
      "eval_samples_per_second": 214.015,
      "eval_steps_per_second": 26.966,
      "step": 4060
    },
    {
      "epoch": 11.0,
      "eval_loss": 0.08316297829151154,
      "eval_mse": 0.08316297829151154,
      "eval_runtime": 2.3934,
      "eval_samples_per_second": 208.905,
      "eval_steps_per_second": 26.322,
      "step": 4466
    },
    {
      "epoch": 11.08,
      "learning_rate": 1.346429266255014e-05,
      "loss": 0.0303,
      "step": 4500
    },
    {
      "epoch": 12.0,
      "eval_loss": 0.090473473072052,
      "eval_mse": 0.090473473072052,
      "eval_runtime": 2.48,
      "eval_samples_per_second": 201.616,
      "eval_steps_per_second": 25.404,
      "step": 4872
    },
    {
      "epoch": 12.32,
      "learning_rate": 1.1604583731258682e-05,
      "loss": 0.0243,
      "step": 5000
    },
    {
      "epoch": 13.0,
      "eval_loss": 0.08971528708934784,
      "eval_mse": 0.08971529453992844,
      "eval_runtime": 2.3125,
      "eval_samples_per_second": 216.213,
      "eval_steps_per_second": 27.243,
      "step": 5278
    },
    {
      "epoch": 13.55,
      "learning_rate": 9.744874799967227e-06,
      "loss": 0.0222,
      "step": 5500
    },
    {
      "epoch": 14.0,
      "eval_loss": 0.08441515266895294,
      "eval_mse": 0.08441514521837234,
      "eval_runtime": 2.4412,
      "eval_samples_per_second": 204.815,
      "eval_steps_per_second": 25.807,
      "step": 5684
    },
    {
      "epoch": 14.78,
      "learning_rate": 7.885165868675772e-06,
      "loss": 0.0194,
      "step": 6000
    },
    {
      "epoch": 15.0,
      "eval_loss": 0.08390124142169952,
      "eval_mse": 0.08390124142169952,
      "eval_runtime": 2.5105,
      "eval_samples_per_second": 199.165,
      "eval_steps_per_second": 25.095,
      "step": 6090
    },
    {
      "epoch": 16.0,
      "eval_loss": 0.07694818079471588,
      "eval_mse": 0.07694818079471588,
      "eval_runtime": 2.4507,
      "eval_samples_per_second": 204.025,
      "eval_steps_per_second": 25.707,
      "step": 6496
    },
    {
      "epoch": 16.01,
      "learning_rate": 6.025456937384317e-06,
      "loss": 0.0173,
      "step": 6500
    },
    {
      "epoch": 17.0,
      "eval_loss": 0.07610571384429932,
      "eval_mse": 0.07610571384429932,
      "eval_runtime": 2.3078,
      "eval_samples_per_second": 216.656,
      "eval_steps_per_second": 27.299,
      "step": 6902
    },
    {
      "epoch": 17.24,
      "learning_rate": 4.165748006092861e-06,
      "loss": 0.0156,
      "step": 7000
    },
    {
      "epoch": 18.0,
      "eval_loss": 0.06984403729438782,
      "eval_mse": 0.06984403729438782,
      "eval_runtime": 2.3322,
      "eval_samples_per_second": 214.388,
      "eval_steps_per_second": 27.013,
      "step": 7308
    },
    {
      "epoch": 18.47,
      "learning_rate": 2.306039074801405e-06,
      "loss": 0.0138,
      "step": 7500
    },
    {
      "epoch": 19.0,
      "eval_loss": 0.07631801068782806,
      "eval_mse": 0.07631801813840866,
      "eval_runtime": 2.4913,
      "eval_samples_per_second": 200.701,
      "eval_steps_per_second": 25.288,
      "step": 7714
    },
    {
      "epoch": 19.7,
      "learning_rate": 4.4633014350994935e-07,
      "loss": 0.0128,
      "step": 8000
    },
    {
      "epoch": 20.0,
      "eval_loss": 0.07459883391857147,
      "eval_mse": 0.07459883391857147,
      "eval_runtime": 2.3857,
      "eval_samples_per_second": 209.585,
      "eval_steps_per_second": 26.408,
      "step": 8120
    },
    {
      "epoch": 20.0,
      "step": 8120,
      "total_flos": 8550769413547008.0,
      "train_loss": 0.07552281259903179,
      "train_runtime": 3008.7042,
      "train_samples_per_second": 43.208,
      "train_steps_per_second": 2.699
    }
  ],
  "max_steps": 8120,
  "num_train_epochs": 20,
  "total_flos": 8550769413547008.0,
  "trial_name": null,
  "trial_params": null
}