End of training
Browse files- all_results.json +13 -13
- eval_results.json +7 -7
- train_results.json +7 -7
- trainer_state.json +81 -49
all_results.json
CHANGED
@@ -1,15 +1,15 @@
|
|
1 |
{
|
2 |
-
"epoch":
|
3 |
-
"eval_f1": 0.
|
4 |
-
"eval_loss": 0.
|
5 |
-
"eval_runtime":
|
6 |
-
"eval_samples":
|
7 |
-
"eval_samples_per_second":
|
8 |
-
"eval_steps_per_second":
|
9 |
-
"total_flos":
|
10 |
-
"train_loss": 0.
|
11 |
-
"train_runtime":
|
12 |
-
"train_samples":
|
13 |
-
"train_samples_per_second":
|
14 |
-
"train_steps_per_second":
|
15 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"eval_f1": 0.7979962127908091,
|
4 |
+
"eval_loss": 0.7055376768112183,
|
5 |
+
"eval_runtime": 10.4046,
|
6 |
+
"eval_samples": 8605,
|
7 |
+
"eval_samples_per_second": 827.037,
|
8 |
+
"eval_steps_per_second": 12.975,
|
9 |
+
"total_flos": 4.52871045169152e+16,
|
10 |
+
"train_loss": 0.9906343055923632,
|
11 |
+
"train_runtime": 639.5262,
|
12 |
+
"train_samples": 34420,
|
13 |
+
"train_samples_per_second": 269.105,
|
14 |
+
"train_steps_per_second": 4.206
|
15 |
}
|
eval_results.json
CHANGED
@@ -1,9 +1,9 @@
|
|
1 |
{
|
2 |
-
"epoch":
|
3 |
-
"eval_f1": 0.
|
4 |
-
"eval_loss": 0.
|
5 |
-
"eval_runtime":
|
6 |
-
"eval_samples":
|
7 |
-
"eval_samples_per_second":
|
8 |
-
"eval_steps_per_second":
|
9 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"eval_f1": 0.7979962127908091,
|
4 |
+
"eval_loss": 0.7055376768112183,
|
5 |
+
"eval_runtime": 10.4046,
|
6 |
+
"eval_samples": 8605,
|
7 |
+
"eval_samples_per_second": 827.037,
|
8 |
+
"eval_steps_per_second": 12.975
|
9 |
}
|
train_results.json
CHANGED
@@ -1,9 +1,9 @@
|
|
1 |
{
|
2 |
-
"epoch":
|
3 |
-
"total_flos":
|
4 |
-
"train_loss": 0.
|
5 |
-
"train_runtime":
|
6 |
-
"train_samples":
|
7 |
-
"train_samples_per_second":
|
8 |
-
"train_steps_per_second":
|
9 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"total_flos": 4.52871045169152e+16,
|
4 |
+
"train_loss": 0.9906343055923632,
|
5 |
+
"train_runtime": 639.5262,
|
6 |
+
"train_samples": 34420,
|
7 |
+
"train_samples_per_second": 269.105,
|
8 |
+
"train_steps_per_second": 4.206
|
9 |
}
|
trainer_state.json
CHANGED
@@ -1,75 +1,107 @@
|
|
1 |
{
|
2 |
-
"best_metric":
|
3 |
-
"best_model_checkpoint":
|
4 |
-
"epoch":
|
5 |
-
"eval_steps":
|
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":
|
13 |
-
"grad_norm":
|
14 |
-
"learning_rate":
|
15 |
-
"loss":
|
16 |
-
"step":
|
17 |
},
|
18 |
{
|
19 |
"epoch": 1.0,
|
20 |
-
"eval_f1": 0.
|
21 |
-
"eval_loss":
|
22 |
-
"eval_runtime":
|
23 |
-
"eval_samples_per_second":
|
24 |
-
"eval_steps_per_second":
|
25 |
-
"step":
|
26 |
},
|
27 |
{
|
28 |
-
"epoch":
|
29 |
-
"grad_norm": 4.
|
30 |
-
"learning_rate": 8.
|
31 |
-
"loss": 0.
|
32 |
-
"step":
|
33 |
},
|
34 |
{
|
35 |
"epoch": 2.0,
|
36 |
-
"eval_f1": 0.
|
37 |
-
"eval_loss": 0.
|
38 |
-
"eval_runtime":
|
39 |
-
"eval_samples_per_second":
|
40 |
-
"eval_steps_per_second":
|
41 |
-
"step":
|
42 |
},
|
43 |
{
|
44 |
-
"epoch":
|
45 |
-
"grad_norm":
|
46 |
-
"learning_rate":
|
47 |
-
"loss": 0.
|
48 |
-
"step":
|
49 |
},
|
50 |
{
|
51 |
"epoch": 3.0,
|
52 |
-
"eval_f1": 0.
|
53 |
-
"eval_loss": 0.
|
54 |
-
"eval_runtime":
|
55 |
-
"eval_samples_per_second":
|
56 |
-
"eval_steps_per_second":
|
57 |
-
"step":
|
58 |
},
|
59 |
{
|
60 |
-
"epoch": 3.
|
61 |
-
"
|
62 |
-
"
|
63 |
-
"
|
64 |
-
"
|
65 |
-
|
66 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
67 |
}
|
68 |
],
|
69 |
"logging_steps": 500,
|
70 |
-
"max_steps":
|
71 |
"num_input_tokens_seen": 0,
|
72 |
-
"num_train_epochs":
|
73 |
"save_steps": 500,
|
74 |
"stateful_callbacks": {
|
75 |
"TrainerControl": {
|
@@ -83,8 +115,8 @@
|
|
83 |
"attributes": {}
|
84 |
}
|
85 |
},
|
86 |
-
"total_flos":
|
87 |
-
"train_batch_size":
|
88 |
"trial_name": null,
|
89 |
"trial_params": null
|
90 |
}
|
|
|
1 |
{
|
2 |
+
"best_metric": 0.7055376768112183,
|
3 |
+
"best_model_checkpoint": "./bert-sdg-classification/checkpoint-2690",
|
4 |
+
"epoch": 5.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 2690,
|
7 |
"is_hyper_param_search": false,
|
8 |
"is_local_process_zero": true,
|
9 |
"is_world_process_zero": true,
|
10 |
"log_history": [
|
11 |
{
|
12 |
+
"epoch": 0.929368029739777,
|
13 |
+
"grad_norm": 6.427302360534668,
|
14 |
+
"learning_rate": 8.3e-06,
|
15 |
+
"loss": 2.2299,
|
16 |
+
"step": 500
|
17 |
},
|
18 |
{
|
19 |
"epoch": 1.0,
|
20 |
+
"eval_f1": 0.711832686368243,
|
21 |
+
"eval_loss": 1.0520464181900024,
|
22 |
+
"eval_runtime": 10.5177,
|
23 |
+
"eval_samples_per_second": 818.142,
|
24 |
+
"eval_steps_per_second": 12.835,
|
25 |
+
"step": 538
|
26 |
},
|
27 |
{
|
28 |
+
"epoch": 1.858736059479554,
|
29 |
+
"grad_norm": 4.113575458526611,
|
30 |
+
"learning_rate": 8.095693779904307e-06,
|
31 |
+
"loss": 0.9383,
|
32 |
+
"step": 1000
|
33 |
},
|
34 |
{
|
35 |
"epoch": 2.0,
|
36 |
+
"eval_f1": 0.7794402559050377,
|
37 |
+
"eval_loss": 0.7799968719482422,
|
38 |
+
"eval_runtime": 10.5039,
|
39 |
+
"eval_samples_per_second": 819.222,
|
40 |
+
"eval_steps_per_second": 12.852,
|
41 |
+
"step": 1076
|
42 |
},
|
43 |
{
|
44 |
+
"epoch": 2.7881040892193307,
|
45 |
+
"grad_norm": 6.160844802856445,
|
46 |
+
"learning_rate": 5.70334928229665e-06,
|
47 |
+
"loss": 0.7379,
|
48 |
+
"step": 1500
|
49 |
},
|
50 |
{
|
51 |
"epoch": 3.0,
|
52 |
+
"eval_f1": 0.794722683984857,
|
53 |
+
"eval_loss": 0.7253227233886719,
|
54 |
+
"eval_runtime": 10.4924,
|
55 |
+
"eval_samples_per_second": 820.119,
|
56 |
+
"eval_steps_per_second": 12.866,
|
57 |
+
"step": 1614
|
58 |
},
|
59 |
{
|
60 |
+
"epoch": 3.717472118959108,
|
61 |
+
"grad_norm": 6.640861511230469,
|
62 |
+
"learning_rate": 3.3110047846889954e-06,
|
63 |
+
"loss": 0.6362,
|
64 |
+
"step": 2000
|
65 |
+
},
|
66 |
+
{
|
67 |
+
"epoch": 4.0,
|
68 |
+
"eval_f1": 0.7964522651875893,
|
69 |
+
"eval_loss": 0.7107406854629517,
|
70 |
+
"eval_runtime": 10.5173,
|
71 |
+
"eval_samples_per_second": 818.179,
|
72 |
+
"eval_steps_per_second": 12.836,
|
73 |
+
"step": 2152
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 4.646840148698884,
|
77 |
+
"grad_norm": 5.86486291885376,
|
78 |
+
"learning_rate": 9.186602870813398e-07,
|
79 |
+
"loss": 0.5779,
|
80 |
+
"step": 2500
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 5.0,
|
84 |
+
"eval_f1": 0.7979962127908091,
|
85 |
+
"eval_loss": 0.7055376768112183,
|
86 |
+
"eval_runtime": 10.5314,
|
87 |
+
"eval_samples_per_second": 817.079,
|
88 |
+
"eval_steps_per_second": 12.819,
|
89 |
+
"step": 2690
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 5.0,
|
93 |
+
"step": 2690,
|
94 |
+
"total_flos": 4.52871045169152e+16,
|
95 |
+
"train_loss": 0.9906343055923632,
|
96 |
+
"train_runtime": 639.5262,
|
97 |
+
"train_samples_per_second": 269.105,
|
98 |
+
"train_steps_per_second": 4.206
|
99 |
}
|
100 |
],
|
101 |
"logging_steps": 500,
|
102 |
+
"max_steps": 2690,
|
103 |
"num_input_tokens_seen": 0,
|
104 |
+
"num_train_epochs": 5,
|
105 |
"save_steps": 500,
|
106 |
"stateful_callbacks": {
|
107 |
"TrainerControl": {
|
|
|
115 |
"attributes": {}
|
116 |
}
|
117 |
},
|
118 |
+
"total_flos": 4.52871045169152e+16,
|
119 |
+
"train_batch_size": 64,
|
120 |
"trial_name": null,
|
121 |
"trial_params": null
|
122 |
}
|