File size: 6,690 Bytes
232112b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 85.1786,
  "best_model_checkpoint": "./output/checkpoint-800",
  "epoch": 0.7317073170731707,
  "global_step": 800,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.02,
      "learning_rate": 9.798350137488543e-05,
      "loss": 0.0831,
      "step": 25
    },
    {
      "epoch": 0.05,
      "learning_rate": 9.569202566452796e-05,
      "loss": 0.1124,
      "step": 50
    },
    {
      "epoch": 0.07,
      "learning_rate": 9.34005499541705e-05,
      "loss": 0.1095,
      "step": 75
    },
    {
      "epoch": 0.09,
      "learning_rate": 9.110907424381301e-05,
      "loss": 0.1127,
      "step": 100
    },
    {
      "epoch": 0.11,
      "learning_rate": 8.881759853345555e-05,
      "loss": 0.1108,
      "step": 125
    },
    {
      "epoch": 0.14,
      "learning_rate": 8.652612282309808e-05,
      "loss": 0.1037,
      "step": 150
    },
    {
      "epoch": 0.16,
      "learning_rate": 8.423464711274061e-05,
      "loss": 0.1124,
      "step": 175
    },
    {
      "epoch": 0.18,
      "learning_rate": 8.194317140238313e-05,
      "loss": 0.1183,
      "step": 200
    },
    {
      "epoch": 0.18,
      "eval_Bleu_1": 0.8403,
      "eval_Bleu_2": 0.0008,
      "eval_Bleu_3": 0.0001,
      "eval_Bleu_4": 0.0,
      "eval_ROUGE_L": 0.8403,
      "eval_accuracy": 84.0339,
      "eval_f1": 84.0339,
      "eval_gen_len": 2.2024,
      "eval_loss": 0.22444528341293335,
      "eval_precision": 84.0339,
      "eval_recall": 84.0339,
      "eval_rouge1": 84.249,
      "eval_rouge2": 3.2506,
      "eval_rougeL": 84.247,
      "eval_rougeLsum": 84.2327,
      "eval_runtime": 932.0787,
      "eval_samples_per_second": 37.395,
      "eval_steps_per_second": 4.674,
      "step": 200
    },
    {
      "epoch": 0.21,
      "learning_rate": 7.965169569202566e-05,
      "loss": 0.1154,
      "step": 225
    },
    {
      "epoch": 0.23,
      "learning_rate": 7.736021998166821e-05,
      "loss": 0.1101,
      "step": 250
    },
    {
      "epoch": 0.25,
      "learning_rate": 7.506874427131073e-05,
      "loss": 0.1164,
      "step": 275
    },
    {
      "epoch": 0.27,
      "learning_rate": 7.277726856095326e-05,
      "loss": 0.1188,
      "step": 300
    },
    {
      "epoch": 0.3,
      "learning_rate": 7.048579285059579e-05,
      "loss": 0.109,
      "step": 325
    },
    {
      "epoch": 0.32,
      "learning_rate": 6.819431714023832e-05,
      "loss": 0.1196,
      "step": 350
    },
    {
      "epoch": 0.34,
      "learning_rate": 6.590284142988084e-05,
      "loss": 0.1144,
      "step": 375
    },
    {
      "epoch": 0.37,
      "learning_rate": 6.361136571952338e-05,
      "loss": 0.1237,
      "step": 400
    },
    {
      "epoch": 0.37,
      "eval_Bleu_1": 0.8409,
      "eval_Bleu_2": 0.0008,
      "eval_Bleu_3": 0.0001,
      "eval_Bleu_4": 0.0,
      "eval_ROUGE_L": 0.8409,
      "eval_accuracy": 84.0941,
      "eval_f1": 84.0941,
      "eval_gen_len": 2.2108,
      "eval_loss": 0.20932114124298096,
      "eval_precision": 84.0941,
      "eval_recall": 84.0941,
      "eval_rouge1": 84.2638,
      "eval_rouge2": 3.351,
      "eval_rougeL": 84.2454,
      "eval_rougeLsum": 84.2519,
      "eval_runtime": 942.3935,
      "eval_samples_per_second": 36.986,
      "eval_steps_per_second": 4.623,
      "step": 400
    },
    {
      "epoch": 0.39,
      "learning_rate": 6.131989000916591e-05,
      "loss": 0.1228,
      "step": 425
    },
    {
      "epoch": 0.41,
      "learning_rate": 5.902841429880843e-05,
      "loss": 0.1247,
      "step": 450
    },
    {
      "epoch": 0.43,
      "learning_rate": 5.673693858845096e-05,
      "loss": 0.1175,
      "step": 475
    },
    {
      "epoch": 0.46,
      "learning_rate": 5.444546287809349e-05,
      "loss": 0.1202,
      "step": 500
    },
    {
      "epoch": 0.48,
      "learning_rate": 5.215398716773603e-05,
      "loss": 0.1173,
      "step": 525
    },
    {
      "epoch": 0.5,
      "learning_rate": 4.986251145737855e-05,
      "loss": 0.1216,
      "step": 550
    },
    {
      "epoch": 0.53,
      "learning_rate": 4.757103574702109e-05,
      "loss": 0.1187,
      "step": 575
    },
    {
      "epoch": 0.55,
      "learning_rate": 4.5279560036663614e-05,
      "loss": 0.1216,
      "step": 600
    },
    {
      "epoch": 0.55,
      "eval_Bleu_1": 0.8479,
      "eval_Bleu_2": 0.0008,
      "eval_Bleu_3": 0.0001,
      "eval_Bleu_4": 0.0,
      "eval_ROUGE_L": 0.8479,
      "eval_accuracy": 84.7884,
      "eval_f1": 84.7884,
      "eval_gen_len": 2.2086,
      "eval_loss": 0.20068727433681488,
      "eval_precision": 84.7884,
      "eval_recall": 84.7884,
      "eval_rouge1": 84.9111,
      "eval_rouge2": 3.5605,
      "eval_rougeL": 84.92,
      "eval_rougeLsum": 84.9162,
      "eval_runtime": 939.736,
      "eval_samples_per_second": 37.09,
      "eval_steps_per_second": 4.636,
      "step": 600
    },
    {
      "epoch": 0.57,
      "learning_rate": 4.298808432630615e-05,
      "loss": 0.1192,
      "step": 625
    },
    {
      "epoch": 0.59,
      "learning_rate": 4.069660861594867e-05,
      "loss": 0.1163,
      "step": 650
    },
    {
      "epoch": 0.62,
      "learning_rate": 3.84051329055912e-05,
      "loss": 0.1207,
      "step": 675
    },
    {
      "epoch": 0.64,
      "learning_rate": 3.611365719523373e-05,
      "loss": 0.1329,
      "step": 700
    },
    {
      "epoch": 0.66,
      "learning_rate": 3.382218148487626e-05,
      "loss": 0.1239,
      "step": 725
    },
    {
      "epoch": 0.69,
      "learning_rate": 3.1530705774518795e-05,
      "loss": 0.129,
      "step": 750
    },
    {
      "epoch": 0.71,
      "learning_rate": 2.923923006416132e-05,
      "loss": 0.1346,
      "step": 775
    },
    {
      "epoch": 0.73,
      "learning_rate": 2.694775435380385e-05,
      "loss": 0.131,
      "step": 800
    },
    {
      "epoch": 0.73,
      "eval_Bleu_1": 0.8518,
      "eval_Bleu_2": 0.0009,
      "eval_Bleu_3": 0.0001,
      "eval_Bleu_4": 0.0,
      "eval_ROUGE_L": 0.8518,
      "eval_accuracy": 85.1786,
      "eval_f1": 85.1786,
      "eval_gen_len": 2.223,
      "eval_loss": 0.19242975115776062,
      "eval_precision": 85.1786,
      "eval_recall": 85.1786,
      "eval_rouge1": 85.3238,
      "eval_rouge2": 3.8158,
      "eval_rougeL": 85.3232,
      "eval_rougeLsum": 85.3196,
      "eval_runtime": 941.7662,
      "eval_samples_per_second": 37.01,
      "eval_steps_per_second": 4.626,
      "step": 800
    }
  ],
  "max_steps": 1093,
  "num_train_epochs": 1,
  "total_flos": 1.3891177077224243e+18,
  "trial_name": null,
  "trial_params": null
}