File size: 7,841 Bytes
9a57d9d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 28.7934,
  "best_model_checkpoint": "models/sled/output_sled_mt5_base2/checkpoint-11985",
  "epoch": 7.0,
  "global_step": 16779,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.21,
      "learning_rate": 1.3904338153503894e-05,
      "loss": 18.6448,
      "step": 500
    },
    {
      "epoch": 0.42,
      "learning_rate": 2.7808676307007788e-05,
      "loss": 3.8147,
      "step": 1000
    },
    {
      "epoch": 0.63,
      "learning_rate": 4.171301446051168e-05,
      "loss": 2.6096,
      "step": 1500
    },
    {
      "epoch": 0.83,
      "learning_rate": 5.5617352614015575e-05,
      "loss": 2.3758,
      "step": 2000
    },
    {
      "epoch": 1.0,
      "eval_mean_prediction_length_characters": 7800.0,
      "eval_mean_prediction_length_tokens": 2047.0,
      "eval_num_predicted": 1,
      "eval_rouge/geometric_mean": 14.0723,
      "eval_rouge/rouge1": 24.3546,
      "eval_rouge/rouge2": 7.1185,
      "eval_rouge/rougeL": 16.074,
      "eval_rouge/rougeLsum": 21.4321,
      "eval_runtime": 358.1416,
      "eval_samples_per_second": 0.003,
      "eval_steps_per_second": 0.003,
      "step": 2397
    },
    {
      "epoch": 1.04,
      "learning_rate": 6.952169076751947e-05,
      "loss": 2.1056,
      "step": 2500
    },
    {
      "epoch": 1.25,
      "learning_rate": 8.342602892102336e-05,
      "loss": 2.0678,
      "step": 3000
    },
    {
      "epoch": 1.46,
      "learning_rate": 9.733036707452726e-05,
      "loss": 1.9603,
      "step": 3500
    },
    {
      "epoch": 1.67,
      "learning_rate": 9.87515065360487e-05,
      "loss": 1.8989,
      "step": 4000
    },
    {
      "epoch": 1.88,
      "learning_rate": 9.720634135789116e-05,
      "loss": 1.8726,
      "step": 4500
    },
    {
      "epoch": 2.0,
      "eval_mean_prediction_length_characters": 7920.0,
      "eval_mean_prediction_length_tokens": 2047.0,
      "eval_num_predicted": 1,
      "eval_rouge/geometric_mean": 9.5424,
      "eval_rouge/rouge1": 14.5332,
      "eval_rouge/rouge2": 5.973,
      "eval_rouge/rougeL": 10.0096,
      "eval_rouge/rougeLsum": 13.9557,
      "eval_runtime": 361.8939,
      "eval_samples_per_second": 0.003,
      "eval_steps_per_second": 0.003,
      "step": 4794
    },
    {
      "epoch": 2.09,
      "learning_rate": 9.566117617973361e-05,
      "loss": 1.7568,
      "step": 5000
    },
    {
      "epoch": 2.29,
      "learning_rate": 9.411601100157608e-05,
      "loss": 1.7487,
      "step": 5500
    },
    {
      "epoch": 2.5,
      "learning_rate": 9.257084582341852e-05,
      "loss": 1.7171,
      "step": 6000
    },
    {
      "epoch": 2.71,
      "learning_rate": 9.102568064526098e-05,
      "loss": 1.7211,
      "step": 6500
    },
    {
      "epoch": 2.92,
      "learning_rate": 8.948051546710344e-05,
      "loss": 1.6807,
      "step": 7000
    },
    {
      "epoch": 3.0,
      "eval_mean_prediction_length_characters": 7675.0,
      "eval_mean_prediction_length_tokens": 2047.0,
      "eval_num_predicted": 1,
      "eval_rouge/geometric_mean": 13.6689,
      "eval_rouge/rouge1": 24.0,
      "eval_rouge/rouge2": 7.1289,
      "eval_rouge/rougeL": 14.9268,
      "eval_rouge/rougeLsum": 21.2683,
      "eval_runtime": 361.2079,
      "eval_samples_per_second": 0.003,
      "eval_steps_per_second": 0.003,
      "step": 7191
    },
    {
      "epoch": 3.13,
      "learning_rate": 8.79353502889459e-05,
      "loss": 1.6141,
      "step": 7500
    },
    {
      "epoch": 3.34,
      "learning_rate": 8.639018511078834e-05,
      "loss": 1.6026,
      "step": 8000
    },
    {
      "epoch": 3.55,
      "learning_rate": 8.48450199326308e-05,
      "loss": 1.616,
      "step": 8500
    },
    {
      "epoch": 3.75,
      "learning_rate": 8.329985475447326e-05,
      "loss": 1.6012,
      "step": 9000
    },
    {
      "epoch": 3.96,
      "learning_rate": 8.175468957631572e-05,
      "loss": 1.6069,
      "step": 9500
    },
    {
      "epoch": 4.0,
      "eval_mean_prediction_length_characters": 9281.0,
      "eval_mean_prediction_length_tokens": 2047.0,
      "eval_num_predicted": 1,
      "eval_rouge/geometric_mean": 16.6758,
      "eval_rouge/rouge1": 26.9307,
      "eval_rouge/rouge2": 10.6046,
      "eval_rouge/rougeL": 16.2376,
      "eval_rouge/rougeLsum": 24.5545,
      "eval_runtime": 363.6434,
      "eval_samples_per_second": 0.003,
      "eval_steps_per_second": 0.003,
      "step": 9588
    },
    {
      "epoch": 4.17,
      "learning_rate": 8.020952439815816e-05,
      "loss": 1.5703,
      "step": 10000
    },
    {
      "epoch": 4.38,
      "learning_rate": 7.866435922000062e-05,
      "loss": 1.5467,
      "step": 10500
    },
    {
      "epoch": 4.59,
      "learning_rate": 7.711919404184308e-05,
      "loss": 1.5567,
      "step": 11000
    },
    {
      "epoch": 4.8,
      "learning_rate": 7.557402886368554e-05,
      "loss": 1.5021,
      "step": 11500
    },
    {
      "epoch": 5.0,
      "eval_mean_prediction_length_characters": 7806.0,
      "eval_mean_prediction_length_tokens": 2047.0,
      "eval_num_predicted": 1,
      "eval_rouge/geometric_mean": 28.7934,
      "eval_rouge/rouge1": 48.5567,
      "eval_rouge/rouge2": 21.775,
      "eval_rouge/rougeL": 22.5773,
      "eval_rouge/rougeLsum": 46.1856,
      "eval_runtime": 395.7669,
      "eval_samples_per_second": 0.003,
      "eval_steps_per_second": 0.003,
      "step": 11985
    },
    {
      "epoch": 5.01,
      "learning_rate": 7.402886368552798e-05,
      "loss": 1.5094,
      "step": 12000
    },
    {
      "epoch": 5.21,
      "learning_rate": 7.248369850737045e-05,
      "loss": 1.4837,
      "step": 12500
    },
    {
      "epoch": 5.42,
      "learning_rate": 7.09385333292129e-05,
      "loss": 1.4792,
      "step": 13000
    },
    {
      "epoch": 5.63,
      "learning_rate": 6.939336815105535e-05,
      "loss": 1.4671,
      "step": 13500
    },
    {
      "epoch": 5.84,
      "learning_rate": 6.78482029728978e-05,
      "loss": 1.4644,
      "step": 14000
    },
    {
      "epoch": 6.0,
      "eval_mean_prediction_length_characters": 7814.0,
      "eval_mean_prediction_length_tokens": 2047.0,
      "eval_num_predicted": 1,
      "eval_rouge/geometric_mean": 17.4993,
      "eval_rouge/rouge1": 30.9627,
      "eval_rouge/rouge2": 10.46,
      "eval_rouge/rougeL": 16.5457,
      "eval_rouge/rougeLsum": 28.7373,
      "eval_runtime": 421.5615,
      "eval_samples_per_second": 0.002,
      "eval_steps_per_second": 0.002,
      "step": 14382
    },
    {
      "epoch": 6.05,
      "learning_rate": 6.630303779474027e-05,
      "loss": 1.4353,
      "step": 14500
    },
    {
      "epoch": 6.26,
      "learning_rate": 6.475787261658271e-05,
      "loss": 1.4384,
      "step": 15000
    },
    {
      "epoch": 6.47,
      "learning_rate": 6.321270743842517e-05,
      "loss": 1.439,
      "step": 15500
    },
    {
      "epoch": 6.68,
      "learning_rate": 6.166754226026763e-05,
      "loss": 1.4215,
      "step": 16000
    },
    {
      "epoch": 6.88,
      "learning_rate": 6.012237708211008e-05,
      "loss": 1.4284,
      "step": 16500
    },
    {
      "epoch": 7.0,
      "eval_mean_prediction_length_characters": 7701.0,
      "eval_mean_prediction_length_tokens": 2047.0,
      "eval_num_predicted": 1,
      "eval_rouge/geometric_mean": 13.7624,
      "eval_rouge/rouge1": 25.5464,
      "eval_rouge/rouge2": 7.1949,
      "eval_rouge/rougeL": 14.1816,
      "eval_rouge/rougeLsum": 23.2152,
      "eval_runtime": 798.1174,
      "eval_samples_per_second": 0.001,
      "eval_steps_per_second": 0.001,
      "step": 16779
    }
  ],
  "max_steps": 35955,
  "num_train_epochs": 15,
  "total_flos": 5.646514808583475e+17,
  "trial_name": null,
  "trial_params": null
}