File size: 5,502 Bytes
a1042b5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.22290533781051636,
  "best_model_checkpoint": "./outputs/google/flan-t5-large_02122024_01_43_15/checkpoint-204",
  "epoch": 15.0,
  "global_step": 255,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_f1": 0.35854612429690697,
      "eval_loss": 0.3239080309867859,
      "eval_precision": 0.5345785424388172,
      "eval_recall": 0.329796257224621,
      "eval_runtime": 38.8356,
      "eval_samples_per_second": 23.509,
      "eval_steps_per_second": 0.051,
      "step": 17
    },
    {
      "epoch": 2.0,
      "eval_f1": 0.4800086503009432,
      "eval_loss": 0.27419987320899963,
      "eval_precision": 0.5542260783408233,
      "eval_recall": 0.45913065421918553,
      "eval_runtime": 39.8578,
      "eval_samples_per_second": 22.906,
      "eval_steps_per_second": 0.05,
      "step": 34
    },
    {
      "epoch": 3.0,
      "eval_f1": 0.5443215685703763,
      "eval_loss": 0.25187569856643677,
      "eval_precision": 0.6206486717460002,
      "eval_recall": 0.5029506333684081,
      "eval_runtime": 39.3247,
      "eval_samples_per_second": 23.217,
      "eval_steps_per_second": 0.051,
      "step": 51
    },
    {
      "epoch": 4.0,
      "eval_f1": 0.5459293718280644,
      "eval_loss": 0.24283328652381897,
      "eval_precision": 0.616637099118601,
      "eval_recall": 0.5155663121000017,
      "eval_runtime": 37.072,
      "eval_samples_per_second": 24.628,
      "eval_steps_per_second": 0.054,
      "step": 68
    },
    {
      "epoch": 5.0,
      "eval_f1": 0.5710196002310937,
      "eval_loss": 0.23178835213184357,
      "eval_precision": 0.6282617653909686,
      "eval_recall": 0.5368555933265855,
      "eval_runtime": 36.6733,
      "eval_samples_per_second": 24.895,
      "eval_steps_per_second": 0.055,
      "step": 85
    },
    {
      "epoch": 6.0,
      "eval_f1": 0.5886409252490327,
      "eval_loss": 0.23057235777378082,
      "eval_precision": 0.6448654434139668,
      "eval_recall": 0.5537863952595103,
      "eval_runtime": 37.9819,
      "eval_samples_per_second": 24.038,
      "eval_steps_per_second": 0.053,
      "step": 102
    },
    {
      "epoch": 7.0,
      "eval_f1": 0.600361744212171,
      "eval_loss": 0.22994089126586914,
      "eval_precision": 0.6326699786344088,
      "eval_recall": 0.5875735086169913,
      "eval_runtime": 36.8118,
      "eval_samples_per_second": 24.802,
      "eval_steps_per_second": 0.054,
      "step": 119
    },
    {
      "epoch": 8.0,
      "eval_f1": 0.5898429185159373,
      "eval_loss": 0.23065505921840668,
      "eval_precision": 0.633863994982363,
      "eval_recall": 0.562442145951263,
      "eval_runtime": 36.7709,
      "eval_samples_per_second": 24.829,
      "eval_steps_per_second": 0.054,
      "step": 136
    },
    {
      "epoch": 9.0,
      "eval_f1": 0.6065593580472449,
      "eval_loss": 0.23772038519382477,
      "eval_precision": 0.6261362704914151,
      "eval_recall": 0.6057592597310242,
      "eval_runtime": 38.4187,
      "eval_samples_per_second": 23.764,
      "eval_steps_per_second": 0.052,
      "step": 153
    },
    {
      "epoch": 10.0,
      "eval_f1": 0.6079410417108765,
      "eval_loss": 0.22976116836071014,
      "eval_precision": 0.6377255763201906,
      "eval_recall": 0.5914829425497372,
      "eval_runtime": 37.0168,
      "eval_samples_per_second": 24.664,
      "eval_steps_per_second": 0.054,
      "step": 170
    },
    {
      "epoch": 11.0,
      "eval_f1": 0.5969861624754838,
      "eval_loss": 0.22933387756347656,
      "eval_precision": 0.6259750563139828,
      "eval_recall": 0.5795562950971751,
      "eval_runtime": 37.9807,
      "eval_samples_per_second": 24.039,
      "eval_steps_per_second": 0.053,
      "step": 187
    },
    {
      "epoch": 12.0,
      "eval_f1": 0.6081487065194826,
      "eval_loss": 0.22290533781051636,
      "eval_precision": 0.6323140438141116,
      "eval_recall": 0.588223635460403,
      "eval_runtime": 39.5283,
      "eval_samples_per_second": 23.097,
      "eval_steps_per_second": 0.051,
      "step": 204
    },
    {
      "epoch": 13.0,
      "eval_f1": 0.6024729442886458,
      "eval_loss": 0.23005685210227966,
      "eval_precision": 0.6260193130412378,
      "eval_recall": 0.5896803540305185,
      "eval_runtime": 39.0168,
      "eval_samples_per_second": 23.4,
      "eval_steps_per_second": 0.051,
      "step": 221
    },
    {
      "epoch": 14.0,
      "eval_f1": 0.6077520041715136,
      "eval_loss": 0.2309972643852234,
      "eval_precision": 0.6309778562386218,
      "eval_recall": 0.5944067259980179,
      "eval_runtime": 39.6005,
      "eval_samples_per_second": 23.055,
      "eval_steps_per_second": 0.051,
      "step": 238
    },
    {
      "epoch": 15.0,
      "eval_f1": 0.5905725901461648,
      "eval_loss": 0.23189686238765717,
      "eval_precision": 0.6228263267388,
      "eval_recall": 0.5694187522517138,
      "eval_runtime": 38.3036,
      "eval_samples_per_second": 23.836,
      "eval_steps_per_second": 0.052,
      "step": 255
    },
    {
      "epoch": 15.0,
      "step": 255,
      "total_flos": 37877602058240.0,
      "train_loss": 0.27247093051087623,
      "train_runtime": 6452.7815,
      "train_samples_per_second": 31.835,
      "train_steps_per_second": 0.066
    }
  ],
  "max_steps": 425,
  "num_train_epochs": 25,
  "total_flos": 37877602058240.0,
  "trial_name": null,
  "trial_params": null
}