End of training
Browse files- all_results.json +5 -5
- train_results.json +5 -5
- trainer_state.json +117 -26
all_results.json
CHANGED
@@ -1,9 +1,9 @@
|
|
1 |
{
|
2 |
"epoch": 2.0,
|
3 |
-
"total_flos": 2.
|
4 |
-
"train_loss": 0.
|
5 |
-
"train_runtime":
|
6 |
"train_samples": 55000,
|
7 |
-
"train_samples_per_second":
|
8 |
-
"train_steps_per_second":
|
9 |
}
|
|
|
1 |
{
|
2 |
"epoch": 2.0,
|
3 |
+
"total_flos": 2.896768241664e+16,
|
4 |
+
"train_loss": 0.08159883026469232,
|
5 |
+
"train_runtime": 766.6169,
|
6 |
"train_samples": 55000,
|
7 |
+
"train_samples_per_second": 143.488,
|
8 |
+
"train_steps_per_second": 8.969
|
9 |
}
|
train_results.json
CHANGED
@@ -1,9 +1,9 @@
|
|
1 |
{
|
2 |
"epoch": 2.0,
|
3 |
-
"total_flos": 2.
|
4 |
-
"train_loss": 0.
|
5 |
-
"train_runtime":
|
6 |
"train_samples": 55000,
|
7 |
-
"train_samples_per_second":
|
8 |
-
"train_steps_per_second":
|
9 |
}
|
|
|
1 |
{
|
2 |
"epoch": 2.0,
|
3 |
+
"total_flos": 2.896768241664e+16,
|
4 |
+
"train_loss": 0.08159883026469232,
|
5 |
+
"train_runtime": 766.6169,
|
6 |
"train_samples": 55000,
|
7 |
+
"train_samples_per_second": 143.488,
|
8 |
+
"train_steps_per_second": 8.969
|
9 |
}
|
trainer_state.json
CHANGED
@@ -1,45 +1,136 @@
|
|
1 |
{
|
2 |
-
"best_metric": 0.
|
3 |
-
"best_model_checkpoint": "logs/eurlex/roberta-base/seed_1/checkpoint-
|
4 |
"epoch": 2.0,
|
5 |
"eval_steps": 500,
|
6 |
-
"global_step":
|
7 |
"is_hyper_param_search": false,
|
8 |
"is_local_process_zero": true,
|
9 |
"is_world_process_zero": true,
|
10 |
"log_history": [
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
11 |
{
|
12 |
"epoch": 1.0,
|
13 |
-
"eval_loss": 0.
|
14 |
-
"eval_macro-f1": 0.
|
15 |
-
"eval_micro-f1": 0.
|
16 |
-
"eval_runtime":
|
17 |
-
"eval_samples_per_second":
|
18 |
-
"eval_steps_per_second":
|
19 |
-
"step":
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
20 |
},
|
21 |
{
|
22 |
"epoch": 2.0,
|
23 |
-
"eval_loss": 0.
|
24 |
-
"eval_macro-f1": 0.
|
25 |
-
"eval_micro-f1": 0.
|
26 |
-
"eval_runtime":
|
27 |
-
"eval_samples_per_second":
|
28 |
-
"eval_steps_per_second":
|
29 |
-
"step":
|
30 |
},
|
31 |
{
|
32 |
"epoch": 2.0,
|
33 |
-
"step":
|
34 |
-
"total_flos": 2.
|
35 |
-
"train_loss": 0.
|
36 |
-
"train_runtime":
|
37 |
-
"train_samples_per_second":
|
38 |
-
"train_steps_per_second":
|
39 |
}
|
40 |
],
|
41 |
"logging_steps": 500,
|
42 |
-
"max_steps":
|
43 |
"num_input_tokens_seen": 0,
|
44 |
"num_train_epochs": 2,
|
45 |
"save_steps": 500,
|
@@ -64,8 +155,8 @@
|
|
64 |
"attributes": {}
|
65 |
}
|
66 |
},
|
67 |
-
"total_flos": 2.
|
68 |
-
"train_batch_size":
|
69 |
"trial_name": null,
|
70 |
"trial_params": null
|
71 |
}
|
|
|
1 |
{
|
2 |
+
"best_metric": 0.716598119152416,
|
3 |
+
"best_model_checkpoint": "logs/eurlex/roberta-base/seed_1/checkpoint-6876",
|
4 |
"epoch": 2.0,
|
5 |
"eval_steps": 500,
|
6 |
+
"global_step": 6876,
|
7 |
"is_hyper_param_search": false,
|
8 |
"is_local_process_zero": true,
|
9 |
"is_world_process_zero": true,
|
10 |
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.14543339150668994,
|
13 |
+
"grad_norm": 10488.72265625,
|
14 |
+
"learning_rate": 2.7818499127399653e-05,
|
15 |
+
"loss": 0.1782,
|
16 |
+
"step": 500
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.29086678301337987,
|
20 |
+
"grad_norm": 8601.787109375,
|
21 |
+
"learning_rate": 2.56369982547993e-05,
|
22 |
+
"loss": 0.109,
|
23 |
+
"step": 1000
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.4363001745200698,
|
27 |
+
"grad_norm": 13134.970703125,
|
28 |
+
"learning_rate": 2.3455497382198953e-05,
|
29 |
+
"loss": 0.0926,
|
30 |
+
"step": 1500
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 0.5817335660267597,
|
34 |
+
"grad_norm": 16072.458984375,
|
35 |
+
"learning_rate": 2.1273996509598605e-05,
|
36 |
+
"loss": 0.0851,
|
37 |
+
"step": 2000
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.7271669575334497,
|
41 |
+
"grad_norm": 12878.12109375,
|
42 |
+
"learning_rate": 1.9092495636998257e-05,
|
43 |
+
"loss": 0.078,
|
44 |
+
"step": 2500
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.8726003490401396,
|
48 |
+
"grad_norm": 12653.638671875,
|
49 |
+
"learning_rate": 1.6910994764397905e-05,
|
50 |
+
"loss": 0.0758,
|
51 |
+
"step": 3000
|
52 |
+
},
|
53 |
{
|
54 |
"epoch": 1.0,
|
55 |
+
"eval_loss": 0.08141529560089111,
|
56 |
+
"eval_macro-f1": 0.296432741440559,
|
57 |
+
"eval_micro-f1": 0.6862200624783061,
|
58 |
+
"eval_runtime": 20.7429,
|
59 |
+
"eval_samples_per_second": 241.047,
|
60 |
+
"eval_steps_per_second": 15.09,
|
61 |
+
"step": 3438
|
62 |
+
},
|
63 |
+
{
|
64 |
+
"epoch": 1.0180337405468296,
|
65 |
+
"grad_norm": 14271.0712890625,
|
66 |
+
"learning_rate": 1.4729493891797557e-05,
|
67 |
+
"loss": 0.0715,
|
68 |
+
"step": 3500
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 1.1634671320535195,
|
72 |
+
"grad_norm": 15767.826171875,
|
73 |
+
"learning_rate": 1.2547993019197209e-05,
|
74 |
+
"loss": 0.0679,
|
75 |
+
"step": 4000
|
76 |
+
},
|
77 |
+
{
|
78 |
+
"epoch": 1.3089005235602094,
|
79 |
+
"grad_norm": 13860.2705078125,
|
80 |
+
"learning_rate": 1.0366492146596857e-05,
|
81 |
+
"loss": 0.0652,
|
82 |
+
"step": 4500
|
83 |
+
},
|
84 |
+
{
|
85 |
+
"epoch": 1.4543339150668992,
|
86 |
+
"grad_norm": 11340.1640625,
|
87 |
+
"learning_rate": 8.18499127399651e-06,
|
88 |
+
"loss": 0.0651,
|
89 |
+
"step": 5000
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 1.5997673065735893,
|
93 |
+
"grad_norm": 14212.9599609375,
|
94 |
+
"learning_rate": 6.003490401396161e-06,
|
95 |
+
"loss": 0.0633,
|
96 |
+
"step": 5500
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 1.7452006980802792,
|
100 |
+
"grad_norm": 16454.734375,
|
101 |
+
"learning_rate": 3.821989528795812e-06,
|
102 |
+
"loss": 0.0624,
|
103 |
+
"step": 6000
|
104 |
+
},
|
105 |
+
{
|
106 |
+
"epoch": 1.8906340895869693,
|
107 |
+
"grad_norm": 11580.310546875,
|
108 |
+
"learning_rate": 1.6404886561954625e-06,
|
109 |
+
"loss": 0.0618,
|
110 |
+
"step": 6500
|
111 |
},
|
112 |
{
|
113 |
"epoch": 2.0,
|
114 |
+
"eval_loss": 0.07441535592079163,
|
115 |
+
"eval_macro-f1": 0.35506427791546535,
|
116 |
+
"eval_micro-f1": 0.716598119152416,
|
117 |
+
"eval_runtime": 19.4037,
|
118 |
+
"eval_samples_per_second": 257.682,
|
119 |
+
"eval_steps_per_second": 16.131,
|
120 |
+
"step": 6876
|
121 |
},
|
122 |
{
|
123 |
"epoch": 2.0,
|
124 |
+
"step": 6876,
|
125 |
+
"total_flos": 2.896768241664e+16,
|
126 |
+
"train_loss": 0.08159883026469232,
|
127 |
+
"train_runtime": 766.6169,
|
128 |
+
"train_samples_per_second": 143.488,
|
129 |
+
"train_steps_per_second": 8.969
|
130 |
}
|
131 |
],
|
132 |
"logging_steps": 500,
|
133 |
+
"max_steps": 6876,
|
134 |
"num_input_tokens_seen": 0,
|
135 |
"num_train_epochs": 2,
|
136 |
"save_steps": 500,
|
|
|
155 |
"attributes": {}
|
156 |
}
|
157 |
},
|
158 |
+
"total_flos": 2.896768241664e+16,
|
159 |
+
"train_batch_size": 16,
|
160 |
"trial_name": null,
|
161 |
"trial_params": null
|
162 |
}
|