File size: 8,697 Bytes
b8cdc89
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
{
  "best_metric": 1.3951435089111328,
  "best_model_checkpoint": "./results/checkpoint-18616",
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 18616,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.10743446497636441,
      "grad_norm": 4.838443756103516,
      "learning_rate": 4.9462827675118175e-05,
      "loss": 3.2819,
      "step": 500
    },
    {
      "epoch": 0.21486892995272883,
      "grad_norm": 3.5501515865325928,
      "learning_rate": 4.892565535023636e-05,
      "loss": 2.3948,
      "step": 1000
    },
    {
      "epoch": 0.32230339492909327,
      "grad_norm": 3.361682653427124,
      "learning_rate": 4.8388483025354535e-05,
      "loss": 2.1166,
      "step": 1500
    },
    {
      "epoch": 0.42973785990545765,
      "grad_norm": 3.207756996154785,
      "learning_rate": 4.7851310700472715e-05,
      "loss": 1.983,
      "step": 2000
    },
    {
      "epoch": 0.5371723248818221,
      "grad_norm": 3.38034725189209,
      "learning_rate": 4.7314138375590894e-05,
      "loss": 1.8785,
      "step": 2500
    },
    {
      "epoch": 0.6446067898581865,
      "grad_norm": 3.3562798500061035,
      "learning_rate": 4.677696605070907e-05,
      "loss": 1.7957,
      "step": 3000
    },
    {
      "epoch": 0.752041254834551,
      "grad_norm": 2.897372007369995,
      "learning_rate": 4.623979372582725e-05,
      "loss": 1.7387,
      "step": 3500
    },
    {
      "epoch": 0.8594757198109153,
      "grad_norm": 2.9306259155273438,
      "learning_rate": 4.570262140094543e-05,
      "loss": 1.7103,
      "step": 4000
    },
    {
      "epoch": 0.9669101847872797,
      "grad_norm": 2.7418951988220215,
      "learning_rate": 4.5165449076063606e-05,
      "loss": 1.6637,
      "step": 4500
    },
    {
      "epoch": 1.0,
      "eval_loss": 1.5266185998916626,
      "eval_rouge2_fmeasure": 0.4101,
      "eval_rouge2_precision": 0.4101,
      "eval_rouge2_recall": 0.4101,
      "eval_runtime": 72.9922,
      "eval_samples_per_second": 65.582,
      "eval_steps_per_second": 1.028,
      "step": 4654
    },
    {
      "epoch": 1.0743446497636442,
      "grad_norm": 3.1563010215759277,
      "learning_rate": 4.462827675118178e-05,
      "loss": 1.4927,
      "step": 5000
    },
    {
      "epoch": 1.1817791147400085,
      "grad_norm": 2.845944404602051,
      "learning_rate": 4.409110442629996e-05,
      "loss": 1.4188,
      "step": 5500
    },
    {
      "epoch": 1.289213579716373,
      "grad_norm": 2.7506182193756104,
      "learning_rate": 4.355393210141814e-05,
      "loss": 1.418,
      "step": 6000
    },
    {
      "epoch": 1.3966480446927374,
      "grad_norm": 2.623769760131836,
      "learning_rate": 4.301675977653631e-05,
      "loss": 1.406,
      "step": 6500
    },
    {
      "epoch": 1.504082509669102,
      "grad_norm": 2.671093225479126,
      "learning_rate": 4.247958745165449e-05,
      "loss": 1.4021,
      "step": 7000
    },
    {
      "epoch": 1.6115169746454663,
      "grad_norm": 2.96425724029541,
      "learning_rate": 4.194241512677267e-05,
      "loss": 1.3883,
      "step": 7500
    },
    {
      "epoch": 1.7189514396218306,
      "grad_norm": 2.6702911853790283,
      "learning_rate": 4.140524280189085e-05,
      "loss": 1.3883,
      "step": 8000
    },
    {
      "epoch": 1.8263859045981952,
      "grad_norm": 2.6645655632019043,
      "learning_rate": 4.0868070477009024e-05,
      "loss": 1.3761,
      "step": 8500
    },
    {
      "epoch": 1.9338203695745595,
      "grad_norm": 3.023545265197754,
      "learning_rate": 4.0330898152127204e-05,
      "loss": 1.376,
      "step": 9000
    },
    {
      "epoch": 2.0,
      "eval_loss": 1.410889744758606,
      "eval_rouge2_fmeasure": 0.4238,
      "eval_rouge2_precision": 0.4238,
      "eval_rouge2_recall": 0.4238,
      "eval_runtime": 72.9371,
      "eval_samples_per_second": 65.632,
      "eval_steps_per_second": 1.028,
      "step": 9308
    },
    {
      "epoch": 2.041254834550924,
      "grad_norm": 2.6128861904144287,
      "learning_rate": 3.979372582724538e-05,
      "loss": 1.2778,
      "step": 9500
    },
    {
      "epoch": 2.1486892995272884,
      "grad_norm": 2.602187395095825,
      "learning_rate": 3.9256553502363556e-05,
      "loss": 1.1422,
      "step": 10000
    },
    {
      "epoch": 2.256123764503653,
      "grad_norm": 2.725907802581787,
      "learning_rate": 3.8719381177481736e-05,
      "loss": 1.1449,
      "step": 10500
    },
    {
      "epoch": 2.363558229480017,
      "grad_norm": 2.6348464488983154,
      "learning_rate": 3.8182208852599916e-05,
      "loss": 1.1529,
      "step": 11000
    },
    {
      "epoch": 2.4709926944563816,
      "grad_norm": 2.8584792613983154,
      "learning_rate": 3.764503652771809e-05,
      "loss": 1.1552,
      "step": 11500
    },
    {
      "epoch": 2.578427159432746,
      "grad_norm": 2.59346342086792,
      "learning_rate": 3.7107864202836275e-05,
      "loss": 1.1666,
      "step": 12000
    },
    {
      "epoch": 2.6858616244091102,
      "grad_norm": 2.655982255935669,
      "learning_rate": 3.657069187795445e-05,
      "loss": 1.1658,
      "step": 12500
    },
    {
      "epoch": 2.793296089385475,
      "grad_norm": 2.5818564891815186,
      "learning_rate": 3.603351955307263e-05,
      "loss": 1.1674,
      "step": 13000
    },
    {
      "epoch": 2.9007305543618394,
      "grad_norm": 2.8041298389434814,
      "learning_rate": 3.549634722819081e-05,
      "loss": 1.1684,
      "step": 13500
    },
    {
      "epoch": 3.0,
      "eval_loss": 1.3994433879852295,
      "eval_rouge2_fmeasure": 0.4311,
      "eval_rouge2_precision": 0.4311,
      "eval_rouge2_recall": 0.4311,
      "eval_runtime": 72.9642,
      "eval_samples_per_second": 65.607,
      "eval_steps_per_second": 1.028,
      "step": 13962
    },
    {
      "epoch": 3.008165019338204,
      "grad_norm": 2.646003246307373,
      "learning_rate": 3.495917490330898e-05,
      "loss": 1.1485,
      "step": 14000
    },
    {
      "epoch": 3.115599484314568,
      "grad_norm": 2.8257687091827393,
      "learning_rate": 3.442200257842716e-05,
      "loss": 0.9456,
      "step": 14500
    },
    {
      "epoch": 3.2230339492909326,
      "grad_norm": 2.9319422245025635,
      "learning_rate": 3.388483025354534e-05,
      "loss": 0.961,
      "step": 15000
    },
    {
      "epoch": 3.330468414267297,
      "grad_norm": 2.7773501873016357,
      "learning_rate": 3.334765792866352e-05,
      "loss": 0.9748,
      "step": 15500
    },
    {
      "epoch": 3.4379028792436612,
      "grad_norm": 2.673140048980713,
      "learning_rate": 3.281048560378169e-05,
      "loss": 0.9822,
      "step": 16000
    },
    {
      "epoch": 3.5453373442200258,
      "grad_norm": 2.7191991806030273,
      "learning_rate": 3.227331327889987e-05,
      "loss": 0.9808,
      "step": 16500
    },
    {
      "epoch": 3.6527718091963903,
      "grad_norm": 2.717005491256714,
      "learning_rate": 3.173614095401805e-05,
      "loss": 0.9832,
      "step": 17000
    },
    {
      "epoch": 3.760206274172755,
      "grad_norm": 2.696438789367676,
      "learning_rate": 3.1198968629136225e-05,
      "loss": 0.9954,
      "step": 17500
    },
    {
      "epoch": 3.867640739149119,
      "grad_norm": 2.5392231941223145,
      "learning_rate": 3.066179630425441e-05,
      "loss": 0.9978,
      "step": 18000
    },
    {
      "epoch": 3.9750752041254835,
      "grad_norm": 3.3882222175598145,
      "learning_rate": 3.0124623979372585e-05,
      "loss": 0.9957,
      "step": 18500
    },
    {
      "epoch": 4.0,
      "eval_loss": 1.3951435089111328,
      "eval_rouge2_fmeasure": 0.4323,
      "eval_rouge2_precision": 0.4323,
      "eval_rouge2_recall": 0.4323,
      "eval_runtime": 72.9673,
      "eval_samples_per_second": 65.605,
      "eval_steps_per_second": 1.028,
      "step": 18616
    }
  ],
  "logging_steps": 500,
  "max_steps": 46540,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 500,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 3,
        "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": 1.3173592833667891e+17,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}