File size: 5,603 Bytes
926647f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 2.252106189727783,
  "best_model_checkpoint": "add_BERT_no_pretrain_stsb/checkpoint-270",
  "epoch": 11.0,
  "global_step": 495,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 0.0004915555555555556,
      "loss": 6.3185,
      "step": 45
    },
    {
      "epoch": 1.0,
      "eval_combined_score": -0.0010166901927902152,
      "eval_loss": 2.764800786972046,
      "eval_pearson": 0.0033488460201501727,
      "eval_runtime": 2.3463,
      "eval_samples_per_second": 639.317,
      "eval_spearmanr": -0.005382226405730603,
      "eval_steps_per_second": 5.115,
      "step": 45
    },
    {
      "epoch": 2.0,
      "learning_rate": 0.0004815555555555556,
      "loss": 2.2915,
      "step": 90
    },
    {
      "epoch": 2.0,
      "eval_combined_score": 0.015394997836546201,
      "eval_loss": 2.2692453861236572,
      "eval_pearson": 0.020749248741372028,
      "eval_runtime": 2.337,
      "eval_samples_per_second": 641.849,
      "eval_spearmanr": 0.010040746931720372,
      "eval_steps_per_second": 5.135,
      "step": 90
    },
    {
      "epoch": 3.0,
      "learning_rate": 0.0004715555555555556,
      "loss": 2.2747,
      "step": 135
    },
    {
      "epoch": 3.0,
      "eval_combined_score": 0.010336013790419181,
      "eval_loss": 2.362309217453003,
      "eval_pearson": 0.016689666809067433,
      "eval_runtime": 2.3411,
      "eval_samples_per_second": 640.734,
      "eval_spearmanr": 0.003982360771770928,
      "eval_steps_per_second": 5.126,
      "step": 135
    },
    {
      "epoch": 4.0,
      "learning_rate": 0.00046155555555555555,
      "loss": 2.2372,
      "step": 180
    },
    {
      "epoch": 4.0,
      "eval_combined_score": 0.006720541376488365,
      "eval_loss": 2.883573293685913,
      "eval_pearson": 0.009008075092391842,
      "eval_runtime": 2.342,
      "eval_samples_per_second": 640.473,
      "eval_spearmanr": 0.004433007660584889,
      "eval_steps_per_second": 5.124,
      "step": 180
    },
    {
      "epoch": 5.0,
      "learning_rate": 0.0004515555555555556,
      "loss": 2.2573,
      "step": 225
    },
    {
      "epoch": 5.0,
      "eval_combined_score": 0.035108956445297795,
      "eval_loss": 2.2528281211853027,
      "eval_pearson": 0.03370956593774324,
      "eval_runtime": 2.3442,
      "eval_samples_per_second": 639.885,
      "eval_spearmanr": 0.03650834695285234,
      "eval_steps_per_second": 5.119,
      "step": 225
    },
    {
      "epoch": 6.0,
      "learning_rate": 0.00044155555555555555,
      "loss": 2.1979,
      "step": 270
    },
    {
      "epoch": 6.0,
      "eval_combined_score": 0.016057292835545172,
      "eval_loss": 2.252106189727783,
      "eval_pearson": 0.014231574810207417,
      "eval_runtime": 2.3413,
      "eval_samples_per_second": 640.679,
      "eval_spearmanr": 0.017883010860882925,
      "eval_steps_per_second": 5.125,
      "step": 270
    },
    {
      "epoch": 7.0,
      "learning_rate": 0.0004315555555555556,
      "loss": 2.2244,
      "step": 315
    },
    {
      "epoch": 7.0,
      "eval_combined_score": 0.01728166633294926,
      "eval_loss": 2.3162295818328857,
      "eval_pearson": 0.015679956373000268,
      "eval_runtime": 2.3435,
      "eval_samples_per_second": 640.074,
      "eval_spearmanr": 0.018883376292898248,
      "eval_steps_per_second": 5.121,
      "step": 315
    },
    {
      "epoch": 8.0,
      "learning_rate": 0.0004215555555555556,
      "loss": 2.1832,
      "step": 360
    },
    {
      "epoch": 8.0,
      "eval_combined_score": 0.002281605635553319,
      "eval_loss": 2.3739013671875,
      "eval_pearson": 0.0006456617990473748,
      "eval_runtime": 2.3491,
      "eval_samples_per_second": 638.533,
      "eval_spearmanr": 0.003917549472059263,
      "eval_steps_per_second": 5.108,
      "step": 360
    },
    {
      "epoch": 9.0,
      "learning_rate": 0.0004115555555555556,
      "loss": 2.3249,
      "step": 405
    },
    {
      "epoch": 9.0,
      "eval_combined_score": NaN,
      "eval_loss": 2.3828952312469482,
      "eval_pearson": NaN,
      "eval_runtime": 2.3478,
      "eval_samples_per_second": 638.891,
      "eval_spearmanr": NaN,
      "eval_steps_per_second": 5.111,
      "step": 405
    },
    {
      "epoch": 10.0,
      "learning_rate": 0.00040155555555555555,
      "loss": 2.1956,
      "step": 450
    },
    {
      "epoch": 10.0,
      "eval_combined_score": NaN,
      "eval_loss": 2.3083081245422363,
      "eval_pearson": NaN,
      "eval_runtime": 2.3435,
      "eval_samples_per_second": 640.08,
      "eval_spearmanr": NaN,
      "eval_steps_per_second": 5.121,
      "step": 450
    },
    {
      "epoch": 11.0,
      "learning_rate": 0.0003915555555555556,
      "loss": 2.2148,
      "step": 495
    },
    {
      "epoch": 11.0,
      "eval_combined_score": -0.027554660458158586,
      "eval_loss": 2.2706003189086914,
      "eval_pearson": -0.028324243354752993,
      "eval_runtime": 2.361,
      "eval_samples_per_second": 635.329,
      "eval_spearmanr": -0.026785077561564178,
      "eval_steps_per_second": 5.083,
      "step": 495
    },
    {
      "epoch": 11.0,
      "step": 495,
      "total_flos": 9031970478620672.0,
      "train_loss": 2.6108932957504734,
      "train_runtime": 375.1993,
      "train_samples_per_second": 766.126,
      "train_steps_per_second": 5.997
    }
  ],
  "max_steps": 2250,
  "num_train_epochs": 50,
  "total_flos": 9031970478620672.0,
  "trial_name": null,
  "trial_params": null
}