File size: 7,073 Bytes
8746b2a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.4636478126049042,
  "best_model_checkpoint": "/data/jcanete/all_results/pawsx/distillbeto/epochs_4_bs_32_lr_5e-5/checkpoint-2100",
  "epoch": 4.0,
  "global_step": 6176,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.19,
      "eval_accuracy": 0.5805000066757202,
      "eval_loss": 0.6699569225311279,
      "eval_runtime": 0.7381,
      "eval_samples_per_second": 2709.802,
      "eval_steps_per_second": 85.359,
      "step": 300
    },
    {
      "epoch": 0.32,
      "learning_rate": 4.596826424870467e-05,
      "loss": 0.6641,
      "step": 500
    },
    {
      "epoch": 0.39,
      "eval_accuracy": 0.6809999942779541,
      "eval_loss": 0.5914173722267151,
      "eval_runtime": 0.7361,
      "eval_samples_per_second": 2717.087,
      "eval_steps_per_second": 85.588,
      "step": 600
    },
    {
      "epoch": 0.58,
      "eval_accuracy": 0.7275000214576721,
      "eval_loss": 0.5336065888404846,
      "eval_runtime": 0.7255,
      "eval_samples_per_second": 2756.65,
      "eval_steps_per_second": 86.834,
      "step": 900
    },
    {
      "epoch": 0.65,
      "learning_rate": 4.192033678756477e-05,
      "loss": 0.5478,
      "step": 1000
    },
    {
      "epoch": 0.78,
      "eval_accuracy": 0.746999979019165,
      "eval_loss": 0.5002644062042236,
      "eval_runtime": 0.7294,
      "eval_samples_per_second": 2741.855,
      "eval_steps_per_second": 86.368,
      "step": 1200
    },
    {
      "epoch": 0.97,
      "learning_rate": 3.787240932642487e-05,
      "loss": 0.4937,
      "step": 1500
    },
    {
      "epoch": 0.97,
      "eval_accuracy": 0.7515000104904175,
      "eval_loss": 0.493168443441391,
      "eval_runtime": 0.7379,
      "eval_samples_per_second": 2710.282,
      "eval_steps_per_second": 85.374,
      "step": 1500
    },
    {
      "epoch": 1.17,
      "eval_accuracy": 0.7570000290870667,
      "eval_loss": 0.5791745781898499,
      "eval_runtime": 0.7412,
      "eval_samples_per_second": 2698.347,
      "eval_steps_per_second": 84.998,
      "step": 1800
    },
    {
      "epoch": 1.3,
      "learning_rate": 3.3832577720207255e-05,
      "loss": 0.3997,
      "step": 2000
    },
    {
      "epoch": 1.36,
      "eval_accuracy": 0.7749999761581421,
      "eval_loss": 0.4636478126049042,
      "eval_runtime": 0.7343,
      "eval_samples_per_second": 2723.768,
      "eval_steps_per_second": 85.799,
      "step": 2100
    },
    {
      "epoch": 1.55,
      "eval_accuracy": 0.7730000019073486,
      "eval_loss": 0.4842735230922699,
      "eval_runtime": 0.728,
      "eval_samples_per_second": 2747.191,
      "eval_steps_per_second": 86.537,
      "step": 2400
    },
    {
      "epoch": 1.62,
      "learning_rate": 2.978465025906736e-05,
      "loss": 0.3796,
      "step": 2500
    },
    {
      "epoch": 1.75,
      "eval_accuracy": 0.7789999842643738,
      "eval_loss": 0.4961821436882019,
      "eval_runtime": 0.7387,
      "eval_samples_per_second": 2707.452,
      "eval_steps_per_second": 85.285,
      "step": 2700
    },
    {
      "epoch": 1.94,
      "learning_rate": 2.5736722797927466e-05,
      "loss": 0.3598,
      "step": 3000
    },
    {
      "epoch": 1.94,
      "eval_accuracy": 0.7879999876022339,
      "eval_loss": 0.46712586283683777,
      "eval_runtime": 0.7391,
      "eval_samples_per_second": 2705.908,
      "eval_steps_per_second": 85.236,
      "step": 3000
    },
    {
      "epoch": 2.14,
      "eval_accuracy": 0.7885000109672546,
      "eval_loss": 0.5191779732704163,
      "eval_runtime": 0.7313,
      "eval_samples_per_second": 2734.943,
      "eval_steps_per_second": 86.151,
      "step": 3300
    },
    {
      "epoch": 2.27,
      "learning_rate": 2.1688795336787565e-05,
      "loss": 0.2884,
      "step": 3500
    },
    {
      "epoch": 2.33,
      "eval_accuracy": 0.7925000190734863,
      "eval_loss": 0.5480718612670898,
      "eval_runtime": 0.7293,
      "eval_samples_per_second": 2742.348,
      "eval_steps_per_second": 86.384,
      "step": 3600
    },
    {
      "epoch": 2.53,
      "eval_accuracy": 0.7735000252723694,
      "eval_loss": 0.5514509081840515,
      "eval_runtime": 0.735,
      "eval_samples_per_second": 2721.166,
      "eval_steps_per_second": 85.717,
      "step": 3900
    },
    {
      "epoch": 2.59,
      "learning_rate": 1.7640867875647667e-05,
      "loss": 0.27,
      "step": 4000
    },
    {
      "epoch": 2.72,
      "eval_accuracy": 0.7879999876022339,
      "eval_loss": 0.5070611238479614,
      "eval_runtime": 0.7377,
      "eval_samples_per_second": 2710.994,
      "eval_steps_per_second": 85.396,
      "step": 4200
    },
    {
      "epoch": 2.91,
      "learning_rate": 1.3601036269430053e-05,
      "loss": 0.2665,
      "step": 4500
    },
    {
      "epoch": 2.91,
      "eval_accuracy": 0.7875000238418579,
      "eval_loss": 0.5371026992797852,
      "eval_runtime": 0.7291,
      "eval_samples_per_second": 2743.286,
      "eval_steps_per_second": 86.413,
      "step": 4500
    },
    {
      "epoch": 3.11,
      "eval_accuracy": 0.7910000085830688,
      "eval_loss": 0.624961793422699,
      "eval_runtime": 0.7282,
      "eval_samples_per_second": 2746.606,
      "eval_steps_per_second": 86.518,
      "step": 4800
    },
    {
      "epoch": 3.24,
      "learning_rate": 9.553108808290157e-06,
      "loss": 0.2171,
      "step": 5000
    },
    {
      "epoch": 3.3,
      "eval_accuracy": 0.7940000295639038,
      "eval_loss": 0.5903840065002441,
      "eval_runtime": 0.7375,
      "eval_samples_per_second": 2712.014,
      "eval_steps_per_second": 85.428,
      "step": 5100
    },
    {
      "epoch": 3.5,
      "eval_accuracy": 0.7850000262260437,
      "eval_loss": 0.598899781703949,
      "eval_runtime": 0.7383,
      "eval_samples_per_second": 2709.079,
      "eval_steps_per_second": 85.336,
      "step": 5400
    },
    {
      "epoch": 3.56,
      "learning_rate": 5.50518134715026e-06,
      "loss": 0.2083,
      "step": 5500
    },
    {
      "epoch": 3.69,
      "eval_accuracy": 0.7910000085830688,
      "eval_loss": 0.5919374227523804,
      "eval_runtime": 0.7401,
      "eval_samples_per_second": 2702.433,
      "eval_steps_per_second": 85.127,
      "step": 5700
    },
    {
      "epoch": 3.89,
      "learning_rate": 1.4653497409326426e-06,
      "loss": 0.1906,
      "step": 6000
    },
    {
      "epoch": 3.89,
      "eval_accuracy": 0.7864999771118164,
      "eval_loss": 0.6115372180938721,
      "eval_runtime": 0.7292,
      "eval_samples_per_second": 2742.712,
      "eval_steps_per_second": 86.395,
      "step": 6000
    },
    {
      "epoch": 4.0,
      "step": 6176,
      "total_flos": 4946498250063360.0,
      "train_loss": 0.35224579220608726,
      "train_runtime": 2738.1778,
      "train_samples_per_second": 72.166,
      "train_steps_per_second": 2.256
    }
  ],
  "max_steps": 6176,
  "num_train_epochs": 4,
  "total_flos": 4946498250063360.0,
  "trial_name": null,
  "trial_params": null
}