File size: 8,173 Bytes
93c42b2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
303
304
305
306
307
308
309
310
311
312
313
314
315
{
  "best_metric": 2.20927357673645,
  "best_model_checkpoint": "./BART_Legal_Simplified/checkpoint-5655",
  "epoch": 15.0,
  "eval_steps": 500,
  "global_step": 5655,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_gen_len": 21.0,
      "eval_loss": 2.4774136543273926,
      "eval_rouge1": 14.0166,
      "eval_rouge2": 4.1514,
      "eval_rougeL": 12.0262,
      "eval_rougeLsum": 12.9552,
      "eval_runtime": 67.2594,
      "eval_samples_per_second": 14.868,
      "eval_steps_per_second": 0.937,
      "step": 377
    },
    {
      "epoch": 1.3262599469496021,
      "grad_norm": 3.8841850757598877,
      "learning_rate": 2.9679536474022893e-06,
      "loss": 2.7911,
      "step": 500
    },
    {
      "epoch": 2.0,
      "eval_gen_len": 21.0,
      "eval_loss": 2.4116153717041016,
      "eval_rouge1": 15.4198,
      "eval_rouge2": 4.9082,
      "eval_rougeL": 13.0752,
      "eval_rougeLsum": 14.0963,
      "eval_runtime": 67.0343,
      "eval_samples_per_second": 14.918,
      "eval_steps_per_second": 0.94,
      "step": 754
    },
    {
      "epoch": 2.6525198938992043,
      "grad_norm": 3.047675609588623,
      "learning_rate": 2.8726803935335058e-06,
      "loss": 2.6079,
      "step": 1000
    },
    {
      "epoch": 3.0,
      "eval_gen_len": 21.0,
      "eval_loss": 2.361037015914917,
      "eval_rouge1": 14.4451,
      "eval_rouge2": 4.1966,
      "eval_rougeL": 12.4145,
      "eval_rougeLsum": 13.3276,
      "eval_runtime": 67.3927,
      "eval_samples_per_second": 14.838,
      "eval_steps_per_second": 0.935,
      "step": 1131
    },
    {
      "epoch": 3.9787798408488064,
      "grad_norm": 3.2164223194122314,
      "learning_rate": 2.7179185904101013e-06,
      "loss": 2.5257,
      "step": 1500
    },
    {
      "epoch": 4.0,
      "eval_gen_len": 21.0,
      "eval_loss": 2.3306336402893066,
      "eval_rouge1": 15.3416,
      "eval_rouge2": 4.9854,
      "eval_rougeL": 12.9566,
      "eval_rougeLsum": 14.1013,
      "eval_runtime": 67.2572,
      "eval_samples_per_second": 14.868,
      "eval_steps_per_second": 0.937,
      "step": 1508
    },
    {
      "epoch": 5.0,
      "eval_gen_len": 21.0,
      "eval_loss": 2.3049843311309814,
      "eval_rouge1": 14.3986,
      "eval_rouge2": 4.4147,
      "eval_rougeL": 12.4714,
      "eval_rougeLsum": 13.246,
      "eval_runtime": 67.0817,
      "eval_samples_per_second": 14.907,
      "eval_steps_per_second": 0.939,
      "step": 1885
    },
    {
      "epoch": 5.305039787798409,
      "grad_norm": 2.956613540649414,
      "learning_rate": 2.510489126644959e-06,
      "loss": 2.4671,
      "step": 2000
    },
    {
      "epoch": 6.0,
      "eval_gen_len": 21.0,
      "eval_loss": 2.2791953086853027,
      "eval_rouge1": 14.4795,
      "eval_rouge2": 4.3774,
      "eval_rougeL": 12.3508,
      "eval_rougeLsum": 13.5492,
      "eval_runtime": 67.3975,
      "eval_samples_per_second": 14.837,
      "eval_steps_per_second": 0.935,
      "step": 2262
    },
    {
      "epoch": 6.63129973474801,
      "grad_norm": 6.920361518859863,
      "learning_rate": 2.259362080115781e-06,
      "loss": 2.4141,
      "step": 2500
    },
    {
      "epoch": 7.0,
      "eval_gen_len": 21.0,
      "eval_loss": 2.265429973602295,
      "eval_rouge1": 14.8242,
      "eval_rouge2": 4.491,
      "eval_rougeL": 12.5708,
      "eval_rougeLsum": 13.6373,
      "eval_runtime": 67.3074,
      "eval_samples_per_second": 14.857,
      "eval_steps_per_second": 0.936,
      "step": 2639
    },
    {
      "epoch": 7.957559681697613,
      "grad_norm": 3.1763737201690674,
      "learning_rate": 1.9753971865788855e-06,
      "loss": 2.3762,
      "step": 3000
    },
    {
      "epoch": 8.0,
      "eval_gen_len": 21.0,
      "eval_loss": 2.2510550022125244,
      "eval_rouge1": 14.0375,
      "eval_rouge2": 4.2281,
      "eval_rougeL": 11.8873,
      "eval_rougeLsum": 13.0706,
      "eval_runtime": 67.322,
      "eval_samples_per_second": 14.854,
      "eval_steps_per_second": 0.936,
      "step": 3016
    },
    {
      "epoch": 9.0,
      "eval_gen_len": 21.0,
      "eval_loss": 2.243184804916382,
      "eval_rouge1": 14.361,
      "eval_rouge2": 4.2973,
      "eval_rougeL": 12.2662,
      "eval_rougeLsum": 13.3223,
      "eval_runtime": 67.3884,
      "eval_samples_per_second": 14.839,
      "eval_steps_per_second": 0.935,
      "step": 3393
    },
    {
      "epoch": 9.283819628647215,
      "grad_norm": 3.3851265907287598,
      "learning_rate": 1.670874221353189e-06,
      "loss": 2.3448,
      "step": 3500
    },
    {
      "epoch": 10.0,
      "eval_gen_len": 21.0,
      "eval_loss": 2.233320713043213,
      "eval_rouge1": 14.5529,
      "eval_rouge2": 4.473,
      "eval_rougeL": 12.3184,
      "eval_rougeLsum": 13.5086,
      "eval_runtime": 67.1925,
      "eval_samples_per_second": 14.883,
      "eval_steps_per_second": 0.938,
      "step": 3770
    },
    {
      "epoch": 10.610079575596817,
      "grad_norm": 3.073219060897827,
      "learning_rate": 1.3589619728260362e-06,
      "loss": 2.3218,
      "step": 4000
    },
    {
      "epoch": 11.0,
      "eval_gen_len": 21.0,
      "eval_loss": 2.2254180908203125,
      "eval_rouge1": 15.2796,
      "eval_rouge2": 4.9093,
      "eval_rougeL": 12.8965,
      "eval_rougeLsum": 14.0065,
      "eval_runtime": 67.4321,
      "eval_samples_per_second": 14.83,
      "eval_steps_per_second": 0.934,
      "step": 4147
    },
    {
      "epoch": 11.936339522546419,
      "grad_norm": 2.9745752811431885,
      "learning_rate": 1.0537454192171958e-06,
      "loss": 2.3051,
      "step": 4500
    },
    {
      "epoch": 12.0,
      "eval_gen_len": 21.0,
      "eval_loss": 2.218329906463623,
      "eval_rouge1": 14.4976,
      "eval_rouge2": 4.4548,
      "eval_rougeL": 12.4437,
      "eval_rougeLsum": 13.4006,
      "eval_runtime": 67.3343,
      "eval_samples_per_second": 14.851,
      "eval_steps_per_second": 0.936,
      "step": 4524
    },
    {
      "epoch": 13.0,
      "eval_gen_len": 21.0,
      "eval_loss": 2.2131404876708984,
      "eval_rouge1": 13.7356,
      "eval_rouge2": 3.9722,
      "eval_rougeL": 11.9368,
      "eval_rougeLsum": 12.6061,
      "eval_runtime": 67.1588,
      "eval_samples_per_second": 14.89,
      "eval_steps_per_second": 0.938,
      "step": 4901
    },
    {
      "epoch": 13.26259946949602,
      "grad_norm": 3.053661346435547,
      "learning_rate": 7.672044660199723e-07,
      "loss": 2.2886,
      "step": 5000
    },
    {
      "epoch": 14.0,
      "eval_gen_len": 21.0,
      "eval_loss": 2.21189284324646,
      "eval_rouge1": 13.9471,
      "eval_rouge2": 4.0646,
      "eval_rougeL": 11.8361,
      "eval_rougeLsum": 13.0378,
      "eval_runtime": 67.2619,
      "eval_samples_per_second": 14.867,
      "eval_steps_per_second": 0.937,
      "step": 5278
    },
    {
      "epoch": 14.588859416445624,
      "grad_norm": 3.23205304145813,
      "learning_rate": 5.128229913064035e-07,
      "loss": 2.2759,
      "step": 5500
    },
    {
      "epoch": 15.0,
      "eval_gen_len": 21.0,
      "eval_loss": 2.20927357673645,
      "eval_rouge1": 14.412,
      "eval_rouge2": 4.296,
      "eval_rougeL": 12.3594,
      "eval_rougeLsum": 13.3282,
      "eval_runtime": 67.5821,
      "eval_samples_per_second": 14.797,
      "eval_steps_per_second": 0.932,
      "step": 5655
    }
  ],
  "logging_steps": 500,
  "max_steps": 7540,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 20,
  "save_steps": 500,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 4,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 0
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 1.9575455870877696e+17,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}