File size: 6,831 Bytes
1bef7cf
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.12496982514858246,
  "best_model_checkpoint": "/data/jcanete/all_results/mldoc/albeto_xxlarge/epochs_4_bs_16_lr_5e-6/checkpoint-900",
  "epoch": 3.9991546914623837,
  "global_step": 2364,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.17,
      "eval_accuracy": 0.6899999976158142,
      "eval_loss": 0.9207698702812195,
      "eval_runtime": 53.4599,
      "eval_samples_per_second": 18.706,
      "eval_steps_per_second": 2.338,
      "step": 100
    },
    {
      "epoch": 0.34,
      "eval_accuracy": 0.8460000157356262,
      "eval_loss": 0.4446202516555786,
      "eval_runtime": 53.5207,
      "eval_samples_per_second": 18.684,
      "eval_steps_per_second": 2.336,
      "step": 200
    },
    {
      "epoch": 0.51,
      "eval_accuracy": 0.9229999780654907,
      "eval_loss": 0.31312161684036255,
      "eval_runtime": 52.7206,
      "eval_samples_per_second": 18.968,
      "eval_steps_per_second": 2.371,
      "step": 300
    },
    {
      "epoch": 0.68,
      "eval_accuracy": 0.9449999928474426,
      "eval_loss": 0.29927751421928406,
      "eval_runtime": 53.4208,
      "eval_samples_per_second": 18.719,
      "eval_steps_per_second": 2.34,
      "step": 400
    },
    {
      "epoch": 0.85,
      "learning_rate": 3.95093062605753e-06,
      "loss": 0.1599,
      "step": 500
    },
    {
      "epoch": 0.85,
      "eval_accuracy": 0.953000009059906,
      "eval_loss": 0.22006945312023163,
      "eval_runtime": 52.7047,
      "eval_samples_per_second": 18.974,
      "eval_steps_per_second": 2.372,
      "step": 500
    },
    {
      "epoch": 1.02,
      "eval_accuracy": 0.9279999732971191,
      "eval_loss": 0.3698674440383911,
      "eval_runtime": 52.7048,
      "eval_samples_per_second": 18.974,
      "eval_steps_per_second": 2.372,
      "step": 600
    },
    {
      "epoch": 1.18,
      "eval_accuracy": 0.9580000042915344,
      "eval_loss": 0.23167340457439423,
      "eval_runtime": 52.7049,
      "eval_samples_per_second": 18.974,
      "eval_steps_per_second": 2.372,
      "step": 700
    },
    {
      "epoch": 1.35,
      "eval_accuracy": 0.9639999866485596,
      "eval_loss": 0.16574066877365112,
      "eval_runtime": 53.2433,
      "eval_samples_per_second": 18.782,
      "eval_steps_per_second": 2.348,
      "step": 800
    },
    {
      "epoch": 1.52,
      "eval_accuracy": 0.9739999771118164,
      "eval_loss": 0.12496982514858246,
      "eval_runtime": 52.7138,
      "eval_samples_per_second": 18.97,
      "eval_steps_per_second": 2.371,
      "step": 900
    },
    {
      "epoch": 1.69,
      "learning_rate": 2.8934010152284262e-06,
      "loss": 0.0708,
      "step": 1000
    },
    {
      "epoch": 1.69,
      "eval_accuracy": 0.9549999833106995,
      "eval_loss": 0.23840972781181335,
      "eval_runtime": 52.6578,
      "eval_samples_per_second": 18.991,
      "eval_steps_per_second": 2.374,
      "step": 1000
    },
    {
      "epoch": 1.86,
      "eval_accuracy": 0.9700000286102295,
      "eval_loss": 0.1677614450454712,
      "eval_runtime": 52.6824,
      "eval_samples_per_second": 18.982,
      "eval_steps_per_second": 2.373,
      "step": 1100
    },
    {
      "epoch": 2.03,
      "eval_accuracy": 0.9710000157356262,
      "eval_loss": 0.1557045578956604,
      "eval_runtime": 53.1989,
      "eval_samples_per_second": 18.797,
      "eval_steps_per_second": 2.35,
      "step": 1200
    },
    {
      "epoch": 2.2,
      "eval_accuracy": 0.9629999995231628,
      "eval_loss": 0.22913765907287598,
      "eval_runtime": 52.6879,
      "eval_samples_per_second": 18.98,
      "eval_steps_per_second": 2.372,
      "step": 1300
    },
    {
      "epoch": 2.37,
      "eval_accuracy": 0.9670000076293945,
      "eval_loss": 0.17893917858600616,
      "eval_runtime": 52.8001,
      "eval_samples_per_second": 18.939,
      "eval_steps_per_second": 2.367,
      "step": 1400
    },
    {
      "epoch": 2.54,
      "learning_rate": 1.8358714043993234e-06,
      "loss": 0.0453,
      "step": 1500
    },
    {
      "epoch": 2.54,
      "eval_accuracy": 0.9710000157356262,
      "eval_loss": 0.16048669815063477,
      "eval_runtime": 52.6463,
      "eval_samples_per_second": 18.995,
      "eval_steps_per_second": 2.374,
      "step": 1500
    },
    {
      "epoch": 2.71,
      "eval_accuracy": 0.9520000219345093,
      "eval_loss": 0.2762700319290161,
      "eval_runtime": 52.6922,
      "eval_samples_per_second": 18.978,
      "eval_steps_per_second": 2.372,
      "step": 1600
    },
    {
      "epoch": 2.88,
      "eval_accuracy": 0.9649999737739563,
      "eval_loss": 0.18934407830238342,
      "eval_runtime": 52.6384,
      "eval_samples_per_second": 18.998,
      "eval_steps_per_second": 2.375,
      "step": 1700
    },
    {
      "epoch": 3.05,
      "eval_accuracy": 0.9739999771118164,
      "eval_loss": 0.16606220602989197,
      "eval_runtime": 52.7133,
      "eval_samples_per_second": 18.971,
      "eval_steps_per_second": 2.371,
      "step": 1800
    },
    {
      "epoch": 3.21,
      "eval_accuracy": 0.9660000205039978,
      "eval_loss": 0.222770556807518,
      "eval_runtime": 53.295,
      "eval_samples_per_second": 18.763,
      "eval_steps_per_second": 2.345,
      "step": 1900
    },
    {
      "epoch": 3.38,
      "learning_rate": 7.7834179357022e-07,
      "loss": 0.0294,
      "step": 2000
    },
    {
      "epoch": 3.38,
      "eval_accuracy": 0.9639999866485596,
      "eval_loss": 0.20788319408893585,
      "eval_runtime": 52.7008,
      "eval_samples_per_second": 18.975,
      "eval_steps_per_second": 2.372,
      "step": 2000
    },
    {
      "epoch": 3.55,
      "eval_accuracy": 0.9660000205039978,
      "eval_loss": 0.18167437613010406,
      "eval_runtime": 52.7113,
      "eval_samples_per_second": 18.971,
      "eval_steps_per_second": 2.371,
      "step": 2100
    },
    {
      "epoch": 3.72,
      "eval_accuracy": 0.9620000123977661,
      "eval_loss": 0.20487231016159058,
      "eval_runtime": 52.7823,
      "eval_samples_per_second": 18.946,
      "eval_steps_per_second": 2.368,
      "step": 2200
    },
    {
      "epoch": 3.89,
      "eval_accuracy": 0.9670000076293945,
      "eval_loss": 0.19099852442741394,
      "eval_runtime": 53.0072,
      "eval_samples_per_second": 18.865,
      "eval_steps_per_second": 2.358,
      "step": 2300
    },
    {
      "epoch": 4.0,
      "step": 2364,
      "total_flos": 1.796922868289472e+16,
      "train_loss": 0.06767434234748233,
      "train_runtime": 11146.6816,
      "train_samples_per_second": 3.394,
      "train_steps_per_second": 0.212
    }
  ],
  "max_steps": 2364,
  "num_train_epochs": 4,
  "total_flos": 1.796922868289472e+16,
  "trial_name": null,
  "trial_params": null
}