File size: 6,307 Bytes
0bb2c18
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_global_step": 9000,
  "best_metric": 0.04935265704989433,
  "best_model_checkpoint": "./training_output/checkpoint-9000",
  "epoch": 0.5,
  "eval_steps": 1000,
  "global_step": 10000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.025,
      "grad_norm": 0.8834348917007446,
      "learning_rate": 1.9501000000000002e-05,
      "loss": 0.1437,
      "step": 500
    },
    {
      "epoch": 0.05,
      "grad_norm": 9.513919830322266,
      "learning_rate": 1.9001e-05,
      "loss": 0.1085,
      "step": 1000
    },
    {
      "epoch": 0.05,
      "eval_accuracy": 0.91835,
      "eval_loss": 0.10802757740020752,
      "eval_runtime": 381.1922,
      "eval_samples_per_second": 52.467,
      "eval_steps_per_second": 3.279,
      "step": 1000
    },
    {
      "epoch": 0.075,
      "grad_norm": 0.013394818641245365,
      "learning_rate": 1.8501e-05,
      "loss": 0.0965,
      "step": 1500
    },
    {
      "epoch": 0.1,
      "grad_norm": 0.017180055379867554,
      "learning_rate": 1.8001000000000003e-05,
      "loss": 0.0716,
      "step": 2000
    },
    {
      "epoch": 0.1,
      "eval_accuracy": 0.8473,
      "eval_loss": 0.25237375497817993,
      "eval_runtime": 381.1616,
      "eval_samples_per_second": 52.471,
      "eval_steps_per_second": 3.279,
      "step": 2000
    },
    {
      "epoch": 0.125,
      "grad_norm": 0.017619747668504715,
      "learning_rate": 1.7501e-05,
      "loss": 0.0658,
      "step": 2500
    },
    {
      "epoch": 0.15,
      "grad_norm": 0.527113676071167,
      "learning_rate": 1.7001000000000002e-05,
      "loss": 0.0615,
      "step": 3000
    },
    {
      "epoch": 0.15,
      "eval_accuracy": 0.9299,
      "eval_loss": 0.11818733811378479,
      "eval_runtime": 381.4889,
      "eval_samples_per_second": 52.426,
      "eval_steps_per_second": 3.277,
      "step": 3000
    },
    {
      "epoch": 0.175,
      "grad_norm": 140.78282165527344,
      "learning_rate": 1.6501e-05,
      "loss": 0.056,
      "step": 3500
    },
    {
      "epoch": 0.2,
      "grad_norm": 0.9989501237869263,
      "learning_rate": 1.6001e-05,
      "loss": 0.0648,
      "step": 4000
    },
    {
      "epoch": 0.2,
      "eval_accuracy": 0.9498,
      "eval_loss": 0.07567641884088516,
      "eval_runtime": 380.8034,
      "eval_samples_per_second": 52.521,
      "eval_steps_per_second": 3.283,
      "step": 4000
    },
    {
      "epoch": 0.225,
      "grad_norm": 0.01812303625047207,
      "learning_rate": 1.5501000000000003e-05,
      "loss": 0.0487,
      "step": 4500
    },
    {
      "epoch": 0.25,
      "grad_norm": 0.05552659556269646,
      "learning_rate": 1.5001000000000001e-05,
      "loss": 0.0522,
      "step": 5000
    },
    {
      "epoch": 0.25,
      "eval_accuracy": 0.92725,
      "eval_loss": 0.12006673216819763,
      "eval_runtime": 380.6188,
      "eval_samples_per_second": 52.546,
      "eval_steps_per_second": 3.284,
      "step": 5000
    },
    {
      "epoch": 0.275,
      "grad_norm": 0.14319103956222534,
      "learning_rate": 1.4501e-05,
      "loss": 0.0554,
      "step": 5500
    },
    {
      "epoch": 0.3,
      "grad_norm": 0.012562028132379055,
      "learning_rate": 1.4001e-05,
      "loss": 0.0377,
      "step": 6000
    },
    {
      "epoch": 0.3,
      "eval_accuracy": 0.95545,
      "eval_loss": 0.08464282751083374,
      "eval_runtime": 380.6212,
      "eval_samples_per_second": 52.546,
      "eval_steps_per_second": 3.284,
      "step": 6000
    },
    {
      "epoch": 0.325,
      "grad_norm": 0.0012805273290723562,
      "learning_rate": 1.3501000000000002e-05,
      "loss": 0.0327,
      "step": 6500
    },
    {
      "epoch": 0.35,
      "grad_norm": 0.024555200710892677,
      "learning_rate": 1.3001000000000001e-05,
      "loss": 0.0447,
      "step": 7000
    },
    {
      "epoch": 0.35,
      "eval_accuracy": 0.93225,
      "eval_loss": 0.10355959832668304,
      "eval_runtime": 380.8232,
      "eval_samples_per_second": 52.518,
      "eval_steps_per_second": 3.282,
      "step": 7000
    },
    {
      "epoch": 0.375,
      "grad_norm": 0.10476179420948029,
      "learning_rate": 1.2501000000000001e-05,
      "loss": 0.0379,
      "step": 7500
    },
    {
      "epoch": 0.4,
      "grad_norm": 0.16991844773292542,
      "learning_rate": 1.2001e-05,
      "loss": 0.0421,
      "step": 8000
    },
    {
      "epoch": 0.4,
      "eval_accuracy": 0.89145,
      "eval_loss": 0.1804238110780716,
      "eval_runtime": 380.9125,
      "eval_samples_per_second": 52.505,
      "eval_steps_per_second": 3.282,
      "step": 8000
    },
    {
      "epoch": 0.425,
      "grad_norm": 0.017685526981949806,
      "learning_rate": 1.1501e-05,
      "loss": 0.0384,
      "step": 8500
    },
    {
      "epoch": 0.45,
      "grad_norm": 16.736478805541992,
      "learning_rate": 1.1001000000000002e-05,
      "loss": 0.0364,
      "step": 9000
    },
    {
      "epoch": 0.45,
      "eval_accuracy": 0.96285,
      "eval_loss": 0.04935265704989433,
      "eval_runtime": 380.5923,
      "eval_samples_per_second": 52.55,
      "eval_steps_per_second": 3.284,
      "step": 9000
    },
    {
      "epoch": 0.475,
      "grad_norm": 0.08418703079223633,
      "learning_rate": 1.0501000000000002e-05,
      "loss": 0.0262,
      "step": 9500
    },
    {
      "epoch": 0.5,
      "grad_norm": 0.19593098759651184,
      "learning_rate": 1.0001000000000001e-05,
      "loss": 0.0301,
      "step": 10000
    },
    {
      "epoch": 0.5,
      "eval_accuracy": 0.9689,
      "eval_loss": 0.05831901729106903,
      "eval_runtime": 380.4459,
      "eval_samples_per_second": 52.57,
      "eval_steps_per_second": 3.286,
      "step": 10000
    }
  ],
  "logging_steps": 500,
  "max_steps": 20000,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 1000,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 1.05244422144e+16,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}