farleyknight
commited on
Commit
•
f7f6f79
1
Parent(s):
4eb4026
End of training
Browse files- all_results.json +9 -9
- eval_results.json +5 -5
- runs/Aug31_13-48-52_psxiy4p4s/events.out.tfevents.1661957726.psxiy4p4s.1875.2 +3 -0
- train_results.json +4 -4
- trainer_state.json +1919 -95
all_results.json
CHANGED
@@ -1,12 +1,12 @@
|
|
1 |
{
|
2 |
"epoch": 5.0,
|
3 |
-
"eval_accuracy": 0.
|
4 |
-
"eval_loss": 0.
|
5 |
-
"eval_runtime":
|
6 |
-
"eval_samples_per_second":
|
7 |
-
"eval_steps_per_second":
|
8 |
-
"train_loss":
|
9 |
-
"train_runtime":
|
10 |
-
"train_samples_per_second":
|
11 |
-
"train_steps_per_second":
|
12 |
}
|
|
|
1 |
{
|
2 |
"epoch": 5.0,
|
3 |
+
"eval_accuracy": 0.9948888888888889,
|
4 |
+
"eval_loss": 0.02364550158381462,
|
5 |
+
"eval_runtime": 47.5029,
|
6 |
+
"eval_samples_per_second": 189.462,
|
7 |
+
"eval_steps_per_second": 23.683,
|
8 |
+
"train_loss": 0.3736599187514361,
|
9 |
+
"train_runtime": 3816.438,
|
10 |
+
"train_samples_per_second": 66.816,
|
11 |
+
"train_steps_per_second": 8.352
|
12 |
}
|
eval_results.json
CHANGED
@@ -1,8 +1,8 @@
|
|
1 |
{
|
2 |
"epoch": 5.0,
|
3 |
-
"eval_accuracy": 0.
|
4 |
-
"eval_loss": 0.
|
5 |
-
"eval_runtime":
|
6 |
-
"eval_samples_per_second":
|
7 |
-
"eval_steps_per_second":
|
8 |
}
|
|
|
1 |
{
|
2 |
"epoch": 5.0,
|
3 |
+
"eval_accuracy": 0.9948888888888889,
|
4 |
+
"eval_loss": 0.02364550158381462,
|
5 |
+
"eval_runtime": 47.5029,
|
6 |
+
"eval_samples_per_second": 189.462,
|
7 |
+
"eval_steps_per_second": 23.683
|
8 |
}
|
runs/Aug31_13-48-52_psxiy4p4s/events.out.tfevents.1661957726.psxiy4p4s.1875.2
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:866b399d39674566cfce3346fb0c5824f04bcbb039eb3b4f54490326dd9650ee
|
3 |
+
size 369
|
train_results.json
CHANGED
@@ -1,7 +1,7 @@
|
|
1 |
{
|
2 |
"epoch": 5.0,
|
3 |
-
"train_loss":
|
4 |
-
"train_runtime":
|
5 |
-
"train_samples_per_second":
|
6 |
-
"train_steps_per_second":
|
7 |
}
|
|
|
1 |
{
|
2 |
"epoch": 5.0,
|
3 |
+
"train_loss": 0.3736599187514361,
|
4 |
+
"train_runtime": 3816.438,
|
5 |
+
"train_samples_per_second": 66.816,
|
6 |
+
"train_steps_per_second": 8.352
|
7 |
}
|
trainer_state.json
CHANGED
@@ -1,154 +1,1978 @@
|
|
1 |
{
|
2 |
-
"best_metric": 0.
|
3 |
-
"best_model_checkpoint": "/storage/img-cls-data/
|
4 |
"epoch": 5.0,
|
5 |
-
"global_step":
|
6 |
"is_hyper_param_search": false,
|
7 |
"is_local_process_zero": true,
|
8 |
"is_world_process_zero": true,
|
9 |
"log_history": [
|
10 |
{
|
11 |
-
"epoch": 0.
|
12 |
-
"learning_rate": 1.
|
13 |
-
"loss": 2.
|
14 |
"step": 100
|
15 |
},
|
16 |
{
|
17 |
-
"epoch": 0.
|
18 |
-
"learning_rate": 1.
|
19 |
-
"loss": 1.
|
20 |
"step": 200
|
21 |
},
|
22 |
{
|
23 |
-
"epoch":
|
24 |
-
"
|
25 |
-
"
|
26 |
-
"eval_runtime": 2.1357,
|
27 |
-
"eval_samples_per_second": 191.039,
|
28 |
-
"eval_steps_per_second": 23.88,
|
29 |
-
"step": 289
|
30 |
-
},
|
31 |
-
{
|
32 |
-
"epoch": 1.04,
|
33 |
-
"learning_rate": 1.5847750865051904e-05,
|
34 |
-
"loss": 1.6347,
|
35 |
"step": 300
|
36 |
},
|
37 |
{
|
38 |
-
"epoch":
|
39 |
-
"learning_rate": 1.
|
40 |
-
"loss": 1.
|
41 |
"step": 400
|
42 |
},
|
43 |
{
|
44 |
-
"epoch":
|
45 |
-
"learning_rate": 1.
|
46 |
-
"loss":
|
47 |
"step": 500
|
48 |
},
|
49 |
{
|
50 |
-
"epoch":
|
51 |
-
"
|
52 |
-
"
|
53 |
-
"eval_runtime": 1.9774,
|
54 |
-
"eval_samples_per_second": 206.327,
|
55 |
-
"eval_steps_per_second": 25.791,
|
56 |
-
"step": 578
|
57 |
-
},
|
58 |
-
{
|
59 |
-
"epoch": 2.08,
|
60 |
-
"learning_rate": 1.1695501730103806e-05,
|
61 |
-
"loss": 1.2134,
|
62 |
"step": 600
|
63 |
},
|
64 |
{
|
65 |
-
"epoch":
|
66 |
-
"learning_rate": 1.
|
67 |
-
"loss":
|
68 |
"step": 700
|
69 |
},
|
70 |
{
|
71 |
-
"epoch":
|
72 |
-
"learning_rate":
|
73 |
-
"loss":
|
74 |
"step": 800
|
75 |
},
|
76 |
{
|
77 |
-
"epoch":
|
78 |
-
"
|
79 |
-
"
|
80 |
-
"eval_runtime": 2.1384,
|
81 |
-
"eval_samples_per_second": 190.795,
|
82 |
-
"eval_steps_per_second": 23.849,
|
83 |
-
"step": 867
|
84 |
-
},
|
85 |
-
{
|
86 |
-
"epoch": 3.11,
|
87 |
-
"learning_rate": 7.5432525951557104e-06,
|
88 |
-
"loss": 1.0903,
|
89 |
"step": 900
|
90 |
},
|
91 |
{
|
92 |
-
"epoch":
|
93 |
-
"learning_rate":
|
94 |
-
"loss":
|
95 |
"step": 1000
|
96 |
},
|
97 |
{
|
98 |
-
"epoch":
|
99 |
-
"learning_rate":
|
100 |
-
"loss": 0.
|
101 |
"step": 1100
|
102 |
},
|
103 |
{
|
104 |
-
"epoch":
|
105 |
-
"
|
106 |
-
"
|
107 |
-
"eval_runtime": 2.0398,
|
108 |
-
"eval_samples_per_second": 200.024,
|
109 |
-
"eval_steps_per_second": 25.003,
|
110 |
-
"step": 1156
|
111 |
-
},
|
112 |
-
{
|
113 |
-
"epoch": 4.15,
|
114 |
-
"learning_rate": 3.3910034602076125e-06,
|
115 |
-
"loss": 1.0053,
|
116 |
"step": 1200
|
117 |
},
|
118 |
{
|
119 |
-
"epoch":
|
120 |
-
"learning_rate":
|
121 |
-
"loss": 0.
|
122 |
"step": 1300
|
123 |
},
|
124 |
{
|
125 |
-
"epoch":
|
126 |
-
"learning_rate":
|
127 |
-
"loss": 0.
|
128 |
"step": 1400
|
129 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
130 |
{
|
131 |
"epoch": 5.0,
|
132 |
-
"eval_accuracy": 0.
|
133 |
-
"eval_loss": 0.
|
134 |
-
"eval_runtime":
|
135 |
-
"eval_samples_per_second":
|
136 |
-
"eval_steps_per_second":
|
137 |
-
"step":
|
138 |
},
|
139 |
{
|
140 |
"epoch": 5.0,
|
141 |
-
"step":
|
142 |
-
"total_flos":
|
143 |
-
"train_loss":
|
144 |
-
"train_runtime":
|
145 |
-
"train_samples_per_second":
|
146 |
-
"train_steps_per_second":
|
147 |
}
|
148 |
],
|
149 |
-
"max_steps":
|
150 |
"num_train_epochs": 5,
|
151 |
-
"total_flos":
|
152 |
"trial_name": null,
|
153 |
"trial_params": null
|
154 |
}
|
|
|
1 |
{
|
2 |
+
"best_metric": 0.02364550158381462,
|
3 |
+
"best_model_checkpoint": "/storage/img-cls-data/mnist_outputs/checkpoint-31875",
|
4 |
"epoch": 5.0,
|
5 |
+
"global_step": 31875,
|
6 |
"is_hyper_param_search": false,
|
7 |
"is_local_process_zero": true,
|
8 |
"is_world_process_zero": true,
|
9 |
"log_history": [
|
10 |
{
|
11 |
+
"epoch": 0.02,
|
12 |
+
"learning_rate": 1.9937254901960785e-05,
|
13 |
+
"loss": 2.0433,
|
14 |
"step": 100
|
15 |
},
|
16 |
{
|
17 |
+
"epoch": 0.03,
|
18 |
+
"learning_rate": 1.987450980392157e-05,
|
19 |
+
"loss": 1.5446,
|
20 |
"step": 200
|
21 |
},
|
22 |
{
|
23 |
+
"epoch": 0.05,
|
24 |
+
"learning_rate": 1.9811764705882354e-05,
|
25 |
+
"loss": 1.2233,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
26 |
"step": 300
|
27 |
},
|
28 |
{
|
29 |
+
"epoch": 0.06,
|
30 |
+
"learning_rate": 1.9749019607843137e-05,
|
31 |
+
"loss": 1.0046,
|
32 |
"step": 400
|
33 |
},
|
34 |
{
|
35 |
+
"epoch": 0.08,
|
36 |
+
"learning_rate": 1.9686274509803924e-05,
|
37 |
+
"loss": 0.9327,
|
38 |
"step": 500
|
39 |
},
|
40 |
{
|
41 |
+
"epoch": 0.09,
|
42 |
+
"learning_rate": 1.9623529411764707e-05,
|
43 |
+
"loss": 0.8659,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
44 |
"step": 600
|
45 |
},
|
46 |
{
|
47 |
+
"epoch": 0.11,
|
48 |
+
"learning_rate": 1.9560784313725493e-05,
|
49 |
+
"loss": 0.7593,
|
50 |
"step": 700
|
51 |
},
|
52 |
{
|
53 |
+
"epoch": 0.13,
|
54 |
+
"learning_rate": 1.9498039215686276e-05,
|
55 |
+
"loss": 0.7057,
|
56 |
"step": 800
|
57 |
},
|
58 |
{
|
59 |
+
"epoch": 0.14,
|
60 |
+
"learning_rate": 1.9435294117647063e-05,
|
61 |
+
"loss": 0.6666,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
62 |
"step": 900
|
63 |
},
|
64 |
{
|
65 |
+
"epoch": 0.16,
|
66 |
+
"learning_rate": 1.9372549019607846e-05,
|
67 |
+
"loss": 0.6416,
|
68 |
"step": 1000
|
69 |
},
|
70 |
{
|
71 |
+
"epoch": 0.17,
|
72 |
+
"learning_rate": 1.930980392156863e-05,
|
73 |
+
"loss": 0.665,
|
74 |
"step": 1100
|
75 |
},
|
76 |
{
|
77 |
+
"epoch": 0.19,
|
78 |
+
"learning_rate": 1.9247058823529415e-05,
|
79 |
+
"loss": 0.6084,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
80 |
"step": 1200
|
81 |
},
|
82 |
{
|
83 |
+
"epoch": 0.2,
|
84 |
+
"learning_rate": 1.9184313725490198e-05,
|
85 |
+
"loss": 0.6203,
|
86 |
"step": 1300
|
87 |
},
|
88 |
{
|
89 |
+
"epoch": 0.22,
|
90 |
+
"learning_rate": 1.912156862745098e-05,
|
91 |
+
"loss": 0.6202,
|
92 |
"step": 1400
|
93 |
},
|
94 |
+
{
|
95 |
+
"epoch": 0.24,
|
96 |
+
"learning_rate": 1.9058823529411764e-05,
|
97 |
+
"loss": 0.5994,
|
98 |
+
"step": 1500
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 0.25,
|
102 |
+
"learning_rate": 1.899607843137255e-05,
|
103 |
+
"loss": 0.5837,
|
104 |
+
"step": 1600
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 0.27,
|
108 |
+
"learning_rate": 1.8933333333333334e-05,
|
109 |
+
"loss": 0.5787,
|
110 |
+
"step": 1700
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 0.28,
|
114 |
+
"learning_rate": 1.8870588235294117e-05,
|
115 |
+
"loss": 0.573,
|
116 |
+
"step": 1800
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 0.3,
|
120 |
+
"learning_rate": 1.8807843137254903e-05,
|
121 |
+
"loss": 0.5547,
|
122 |
+
"step": 1900
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 0.31,
|
126 |
+
"learning_rate": 1.8745098039215686e-05,
|
127 |
+
"loss": 0.5362,
|
128 |
+
"step": 2000
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 0.33,
|
132 |
+
"learning_rate": 1.8682352941176473e-05,
|
133 |
+
"loss": 0.5462,
|
134 |
+
"step": 2100
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 0.35,
|
138 |
+
"learning_rate": 1.8619607843137256e-05,
|
139 |
+
"loss": 0.4988,
|
140 |
+
"step": 2200
|
141 |
+
},
|
142 |
+
{
|
143 |
+
"epoch": 0.36,
|
144 |
+
"learning_rate": 1.8556862745098042e-05,
|
145 |
+
"loss": 0.4175,
|
146 |
+
"step": 2300
|
147 |
+
},
|
148 |
+
{
|
149 |
+
"epoch": 0.38,
|
150 |
+
"learning_rate": 1.8494117647058825e-05,
|
151 |
+
"loss": 0.5065,
|
152 |
+
"step": 2400
|
153 |
+
},
|
154 |
+
{
|
155 |
+
"epoch": 0.39,
|
156 |
+
"learning_rate": 1.843137254901961e-05,
|
157 |
+
"loss": 0.5204,
|
158 |
+
"step": 2500
|
159 |
+
},
|
160 |
+
{
|
161 |
+
"epoch": 0.41,
|
162 |
+
"learning_rate": 1.8368627450980395e-05,
|
163 |
+
"loss": 0.4434,
|
164 |
+
"step": 2600
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 0.42,
|
168 |
+
"learning_rate": 1.8305882352941178e-05,
|
169 |
+
"loss": 0.5012,
|
170 |
+
"step": 2700
|
171 |
+
},
|
172 |
+
{
|
173 |
+
"epoch": 0.44,
|
174 |
+
"learning_rate": 1.824313725490196e-05,
|
175 |
+
"loss": 0.5101,
|
176 |
+
"step": 2800
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 0.45,
|
180 |
+
"learning_rate": 1.8180392156862747e-05,
|
181 |
+
"loss": 0.4713,
|
182 |
+
"step": 2900
|
183 |
+
},
|
184 |
+
{
|
185 |
+
"epoch": 0.47,
|
186 |
+
"learning_rate": 1.811764705882353e-05,
|
187 |
+
"loss": 0.4327,
|
188 |
+
"step": 3000
|
189 |
+
},
|
190 |
+
{
|
191 |
+
"epoch": 0.49,
|
192 |
+
"learning_rate": 1.8054901960784314e-05,
|
193 |
+
"loss": 0.5051,
|
194 |
+
"step": 3100
|
195 |
+
},
|
196 |
+
{
|
197 |
+
"epoch": 0.5,
|
198 |
+
"learning_rate": 1.79921568627451e-05,
|
199 |
+
"loss": 0.4257,
|
200 |
+
"step": 3200
|
201 |
+
},
|
202 |
+
{
|
203 |
+
"epoch": 0.52,
|
204 |
+
"learning_rate": 1.7929411764705883e-05,
|
205 |
+
"loss": 0.427,
|
206 |
+
"step": 3300
|
207 |
+
},
|
208 |
+
{
|
209 |
+
"epoch": 0.53,
|
210 |
+
"learning_rate": 1.7866666666666666e-05,
|
211 |
+
"loss": 0.4886,
|
212 |
+
"step": 3400
|
213 |
+
},
|
214 |
+
{
|
215 |
+
"epoch": 0.55,
|
216 |
+
"learning_rate": 1.7803921568627453e-05,
|
217 |
+
"loss": 0.4276,
|
218 |
+
"step": 3500
|
219 |
+
},
|
220 |
+
{
|
221 |
+
"epoch": 0.56,
|
222 |
+
"learning_rate": 1.7741176470588236e-05,
|
223 |
+
"loss": 0.4275,
|
224 |
+
"step": 3600
|
225 |
+
},
|
226 |
+
{
|
227 |
+
"epoch": 0.58,
|
228 |
+
"learning_rate": 1.7678431372549022e-05,
|
229 |
+
"loss": 0.4558,
|
230 |
+
"step": 3700
|
231 |
+
},
|
232 |
+
{
|
233 |
+
"epoch": 0.6,
|
234 |
+
"learning_rate": 1.7615686274509805e-05,
|
235 |
+
"loss": 0.4459,
|
236 |
+
"step": 3800
|
237 |
+
},
|
238 |
+
{
|
239 |
+
"epoch": 0.61,
|
240 |
+
"learning_rate": 1.755294117647059e-05,
|
241 |
+
"loss": 0.5111,
|
242 |
+
"step": 3900
|
243 |
+
},
|
244 |
+
{
|
245 |
+
"epoch": 0.63,
|
246 |
+
"learning_rate": 1.7490196078431375e-05,
|
247 |
+
"loss": 0.3821,
|
248 |
+
"step": 4000
|
249 |
+
},
|
250 |
+
{
|
251 |
+
"epoch": 0.64,
|
252 |
+
"learning_rate": 1.7427450980392158e-05,
|
253 |
+
"loss": 0.4291,
|
254 |
+
"step": 4100
|
255 |
+
},
|
256 |
+
{
|
257 |
+
"epoch": 0.66,
|
258 |
+
"learning_rate": 1.7364705882352944e-05,
|
259 |
+
"loss": 0.4001,
|
260 |
+
"step": 4200
|
261 |
+
},
|
262 |
+
{
|
263 |
+
"epoch": 0.67,
|
264 |
+
"learning_rate": 1.7301960784313727e-05,
|
265 |
+
"loss": 0.4144,
|
266 |
+
"step": 4300
|
267 |
+
},
|
268 |
+
{
|
269 |
+
"epoch": 0.69,
|
270 |
+
"learning_rate": 1.723921568627451e-05,
|
271 |
+
"loss": 0.3786,
|
272 |
+
"step": 4400
|
273 |
+
},
|
274 |
+
{
|
275 |
+
"epoch": 0.71,
|
276 |
+
"learning_rate": 1.7176470588235293e-05,
|
277 |
+
"loss": 0.4464,
|
278 |
+
"step": 4500
|
279 |
+
},
|
280 |
+
{
|
281 |
+
"epoch": 0.72,
|
282 |
+
"learning_rate": 1.711372549019608e-05,
|
283 |
+
"loss": 0.449,
|
284 |
+
"step": 4600
|
285 |
+
},
|
286 |
+
{
|
287 |
+
"epoch": 0.74,
|
288 |
+
"learning_rate": 1.7050980392156863e-05,
|
289 |
+
"loss": 0.4206,
|
290 |
+
"step": 4700
|
291 |
+
},
|
292 |
+
{
|
293 |
+
"epoch": 0.75,
|
294 |
+
"learning_rate": 1.698823529411765e-05,
|
295 |
+
"loss": 0.4625,
|
296 |
+
"step": 4800
|
297 |
+
},
|
298 |
+
{
|
299 |
+
"epoch": 0.77,
|
300 |
+
"learning_rate": 1.6925490196078432e-05,
|
301 |
+
"loss": 0.4383,
|
302 |
+
"step": 4900
|
303 |
+
},
|
304 |
+
{
|
305 |
+
"epoch": 0.78,
|
306 |
+
"learning_rate": 1.686274509803922e-05,
|
307 |
+
"loss": 0.3844,
|
308 |
+
"step": 5000
|
309 |
+
},
|
310 |
+
{
|
311 |
+
"epoch": 0.8,
|
312 |
+
"learning_rate": 1.6800000000000002e-05,
|
313 |
+
"loss": 0.4103,
|
314 |
+
"step": 5100
|
315 |
+
},
|
316 |
+
{
|
317 |
+
"epoch": 0.82,
|
318 |
+
"learning_rate": 1.6737254901960788e-05,
|
319 |
+
"loss": 0.4965,
|
320 |
+
"step": 5200
|
321 |
+
},
|
322 |
+
{
|
323 |
+
"epoch": 0.83,
|
324 |
+
"learning_rate": 1.667450980392157e-05,
|
325 |
+
"loss": 0.368,
|
326 |
+
"step": 5300
|
327 |
+
},
|
328 |
+
{
|
329 |
+
"epoch": 0.85,
|
330 |
+
"learning_rate": 1.6611764705882354e-05,
|
331 |
+
"loss": 0.4474,
|
332 |
+
"step": 5400
|
333 |
+
},
|
334 |
+
{
|
335 |
+
"epoch": 0.86,
|
336 |
+
"learning_rate": 1.6549019607843137e-05,
|
337 |
+
"loss": 0.4173,
|
338 |
+
"step": 5500
|
339 |
+
},
|
340 |
+
{
|
341 |
+
"epoch": 0.88,
|
342 |
+
"learning_rate": 1.6486274509803924e-05,
|
343 |
+
"loss": 0.4226,
|
344 |
+
"step": 5600
|
345 |
+
},
|
346 |
+
{
|
347 |
+
"epoch": 0.89,
|
348 |
+
"learning_rate": 1.6423529411764707e-05,
|
349 |
+
"loss": 0.4163,
|
350 |
+
"step": 5700
|
351 |
+
},
|
352 |
+
{
|
353 |
+
"epoch": 0.91,
|
354 |
+
"learning_rate": 1.636078431372549e-05,
|
355 |
+
"loss": 0.4096,
|
356 |
+
"step": 5800
|
357 |
+
},
|
358 |
+
{
|
359 |
+
"epoch": 0.93,
|
360 |
+
"learning_rate": 1.6298039215686276e-05,
|
361 |
+
"loss": 0.3749,
|
362 |
+
"step": 5900
|
363 |
+
},
|
364 |
+
{
|
365 |
+
"epoch": 0.94,
|
366 |
+
"learning_rate": 1.623529411764706e-05,
|
367 |
+
"loss": 0.4418,
|
368 |
+
"step": 6000
|
369 |
+
},
|
370 |
+
{
|
371 |
+
"epoch": 0.96,
|
372 |
+
"learning_rate": 1.6172549019607842e-05,
|
373 |
+
"loss": 0.4591,
|
374 |
+
"step": 6100
|
375 |
+
},
|
376 |
+
{
|
377 |
+
"epoch": 0.97,
|
378 |
+
"learning_rate": 1.610980392156863e-05,
|
379 |
+
"loss": 0.4181,
|
380 |
+
"step": 6200
|
381 |
+
},
|
382 |
+
{
|
383 |
+
"epoch": 0.99,
|
384 |
+
"learning_rate": 1.6047058823529412e-05,
|
385 |
+
"loss": 0.3717,
|
386 |
+
"step": 6300
|
387 |
+
},
|
388 |
+
{
|
389 |
+
"epoch": 1.0,
|
390 |
+
"eval_accuracy": 0.9893333333333333,
|
391 |
+
"eval_loss": 0.05222630500793457,
|
392 |
+
"eval_runtime": 45.5882,
|
393 |
+
"eval_samples_per_second": 197.42,
|
394 |
+
"eval_steps_per_second": 24.677,
|
395 |
+
"step": 6375
|
396 |
+
},
|
397 |
+
{
|
398 |
+
"epoch": 1.0,
|
399 |
+
"learning_rate": 1.59843137254902e-05,
|
400 |
+
"loss": 0.3852,
|
401 |
+
"step": 6400
|
402 |
+
},
|
403 |
+
{
|
404 |
+
"epoch": 1.02,
|
405 |
+
"learning_rate": 1.592156862745098e-05,
|
406 |
+
"loss": 0.4254,
|
407 |
+
"step": 6500
|
408 |
+
},
|
409 |
+
{
|
410 |
+
"epoch": 1.04,
|
411 |
+
"learning_rate": 1.5858823529411768e-05,
|
412 |
+
"loss": 0.4035,
|
413 |
+
"step": 6600
|
414 |
+
},
|
415 |
+
{
|
416 |
+
"epoch": 1.05,
|
417 |
+
"learning_rate": 1.579607843137255e-05,
|
418 |
+
"loss": 0.3704,
|
419 |
+
"step": 6700
|
420 |
+
},
|
421 |
+
{
|
422 |
+
"epoch": 1.07,
|
423 |
+
"learning_rate": 1.5733333333333334e-05,
|
424 |
+
"loss": 0.4037,
|
425 |
+
"step": 6800
|
426 |
+
},
|
427 |
+
{
|
428 |
+
"epoch": 1.08,
|
429 |
+
"learning_rate": 1.567058823529412e-05,
|
430 |
+
"loss": 0.3574,
|
431 |
+
"step": 6900
|
432 |
+
},
|
433 |
+
{
|
434 |
+
"epoch": 1.1,
|
435 |
+
"learning_rate": 1.5607843137254904e-05,
|
436 |
+
"loss": 0.3766,
|
437 |
+
"step": 7000
|
438 |
+
},
|
439 |
+
{
|
440 |
+
"epoch": 1.11,
|
441 |
+
"learning_rate": 1.5545098039215687e-05,
|
442 |
+
"loss": 0.3677,
|
443 |
+
"step": 7100
|
444 |
+
},
|
445 |
+
{
|
446 |
+
"epoch": 1.13,
|
447 |
+
"learning_rate": 1.5482352941176473e-05,
|
448 |
+
"loss": 0.5049,
|
449 |
+
"step": 7200
|
450 |
+
},
|
451 |
+
{
|
452 |
+
"epoch": 1.15,
|
453 |
+
"learning_rate": 1.5419607843137256e-05,
|
454 |
+
"loss": 0.3507,
|
455 |
+
"step": 7300
|
456 |
+
},
|
457 |
+
{
|
458 |
+
"epoch": 1.16,
|
459 |
+
"learning_rate": 1.535686274509804e-05,
|
460 |
+
"loss": 0.4128,
|
461 |
+
"step": 7400
|
462 |
+
},
|
463 |
+
{
|
464 |
+
"epoch": 1.18,
|
465 |
+
"learning_rate": 1.5294117647058822e-05,
|
466 |
+
"loss": 0.3476,
|
467 |
+
"step": 7500
|
468 |
+
},
|
469 |
+
{
|
470 |
+
"epoch": 1.19,
|
471 |
+
"learning_rate": 1.523137254901961e-05,
|
472 |
+
"loss": 0.3652,
|
473 |
+
"step": 7600
|
474 |
+
},
|
475 |
+
{
|
476 |
+
"epoch": 1.21,
|
477 |
+
"learning_rate": 1.5168627450980393e-05,
|
478 |
+
"loss": 0.3738,
|
479 |
+
"step": 7700
|
480 |
+
},
|
481 |
+
{
|
482 |
+
"epoch": 1.22,
|
483 |
+
"learning_rate": 1.5105882352941176e-05,
|
484 |
+
"loss": 0.3927,
|
485 |
+
"step": 7800
|
486 |
+
},
|
487 |
+
{
|
488 |
+
"epoch": 1.24,
|
489 |
+
"learning_rate": 1.5043137254901963e-05,
|
490 |
+
"loss": 0.3556,
|
491 |
+
"step": 7900
|
492 |
+
},
|
493 |
+
{
|
494 |
+
"epoch": 1.25,
|
495 |
+
"learning_rate": 1.4980392156862746e-05,
|
496 |
+
"loss": 0.3917,
|
497 |
+
"step": 8000
|
498 |
+
},
|
499 |
+
{
|
500 |
+
"epoch": 1.27,
|
501 |
+
"learning_rate": 1.491764705882353e-05,
|
502 |
+
"loss": 0.3965,
|
503 |
+
"step": 8100
|
504 |
+
},
|
505 |
+
{
|
506 |
+
"epoch": 1.29,
|
507 |
+
"learning_rate": 1.4854901960784315e-05,
|
508 |
+
"loss": 0.3356,
|
509 |
+
"step": 8200
|
510 |
+
},
|
511 |
+
{
|
512 |
+
"epoch": 1.3,
|
513 |
+
"learning_rate": 1.47921568627451e-05,
|
514 |
+
"loss": 0.3583,
|
515 |
+
"step": 8300
|
516 |
+
},
|
517 |
+
{
|
518 |
+
"epoch": 1.32,
|
519 |
+
"learning_rate": 1.4729411764705883e-05,
|
520 |
+
"loss": 0.4065,
|
521 |
+
"step": 8400
|
522 |
+
},
|
523 |
+
{
|
524 |
+
"epoch": 1.33,
|
525 |
+
"learning_rate": 1.4666666666666666e-05,
|
526 |
+
"loss": 0.4424,
|
527 |
+
"step": 8500
|
528 |
+
},
|
529 |
+
{
|
530 |
+
"epoch": 1.35,
|
531 |
+
"learning_rate": 1.4603921568627453e-05,
|
532 |
+
"loss": 0.3177,
|
533 |
+
"step": 8600
|
534 |
+
},
|
535 |
+
{
|
536 |
+
"epoch": 1.36,
|
537 |
+
"learning_rate": 1.4541176470588236e-05,
|
538 |
+
"loss": 0.3676,
|
539 |
+
"step": 8700
|
540 |
+
},
|
541 |
+
{
|
542 |
+
"epoch": 1.38,
|
543 |
+
"learning_rate": 1.447843137254902e-05,
|
544 |
+
"loss": 0.3968,
|
545 |
+
"step": 8800
|
546 |
+
},
|
547 |
+
{
|
548 |
+
"epoch": 1.4,
|
549 |
+
"learning_rate": 1.4415686274509805e-05,
|
550 |
+
"loss": 0.3891,
|
551 |
+
"step": 8900
|
552 |
+
},
|
553 |
+
{
|
554 |
+
"epoch": 1.41,
|
555 |
+
"learning_rate": 1.435294117647059e-05,
|
556 |
+
"loss": 0.4299,
|
557 |
+
"step": 9000
|
558 |
+
},
|
559 |
+
{
|
560 |
+
"epoch": 1.43,
|
561 |
+
"learning_rate": 1.4290196078431373e-05,
|
562 |
+
"loss": 0.3649,
|
563 |
+
"step": 9100
|
564 |
+
},
|
565 |
+
{
|
566 |
+
"epoch": 1.44,
|
567 |
+
"learning_rate": 1.422745098039216e-05,
|
568 |
+
"loss": 0.3936,
|
569 |
+
"step": 9200
|
570 |
+
},
|
571 |
+
{
|
572 |
+
"epoch": 1.46,
|
573 |
+
"learning_rate": 1.4164705882352943e-05,
|
574 |
+
"loss": 0.3488,
|
575 |
+
"step": 9300
|
576 |
+
},
|
577 |
+
{
|
578 |
+
"epoch": 1.47,
|
579 |
+
"learning_rate": 1.4101960784313726e-05,
|
580 |
+
"loss": 0.3544,
|
581 |
+
"step": 9400
|
582 |
+
},
|
583 |
+
{
|
584 |
+
"epoch": 1.49,
|
585 |
+
"learning_rate": 1.403921568627451e-05,
|
586 |
+
"loss": 0.3886,
|
587 |
+
"step": 9500
|
588 |
+
},
|
589 |
+
{
|
590 |
+
"epoch": 1.51,
|
591 |
+
"learning_rate": 1.3976470588235295e-05,
|
592 |
+
"loss": 0.3687,
|
593 |
+
"step": 9600
|
594 |
+
},
|
595 |
+
{
|
596 |
+
"epoch": 1.52,
|
597 |
+
"learning_rate": 1.391372549019608e-05,
|
598 |
+
"loss": 0.3756,
|
599 |
+
"step": 9700
|
600 |
+
},
|
601 |
+
{
|
602 |
+
"epoch": 1.54,
|
603 |
+
"learning_rate": 1.3850980392156863e-05,
|
604 |
+
"loss": 0.3966,
|
605 |
+
"step": 9800
|
606 |
+
},
|
607 |
+
{
|
608 |
+
"epoch": 1.55,
|
609 |
+
"learning_rate": 1.378823529411765e-05,
|
610 |
+
"loss": 0.3965,
|
611 |
+
"step": 9900
|
612 |
+
},
|
613 |
+
{
|
614 |
+
"epoch": 1.57,
|
615 |
+
"learning_rate": 1.3725490196078432e-05,
|
616 |
+
"loss": 0.4041,
|
617 |
+
"step": 10000
|
618 |
+
},
|
619 |
+
{
|
620 |
+
"epoch": 1.58,
|
621 |
+
"learning_rate": 1.3662745098039215e-05,
|
622 |
+
"loss": 0.321,
|
623 |
+
"step": 10100
|
624 |
+
},
|
625 |
+
{
|
626 |
+
"epoch": 1.6,
|
627 |
+
"learning_rate": 1.3600000000000002e-05,
|
628 |
+
"loss": 0.34,
|
629 |
+
"step": 10200
|
630 |
+
},
|
631 |
+
{
|
632 |
+
"epoch": 1.62,
|
633 |
+
"learning_rate": 1.3537254901960785e-05,
|
634 |
+
"loss": 0.3859,
|
635 |
+
"step": 10300
|
636 |
+
},
|
637 |
+
{
|
638 |
+
"epoch": 1.63,
|
639 |
+
"learning_rate": 1.347450980392157e-05,
|
640 |
+
"loss": 0.3574,
|
641 |
+
"step": 10400
|
642 |
+
},
|
643 |
+
{
|
644 |
+
"epoch": 1.65,
|
645 |
+
"learning_rate": 1.3411764705882353e-05,
|
646 |
+
"loss": 0.3645,
|
647 |
+
"step": 10500
|
648 |
+
},
|
649 |
+
{
|
650 |
+
"epoch": 1.66,
|
651 |
+
"learning_rate": 1.334901960784314e-05,
|
652 |
+
"loss": 0.3378,
|
653 |
+
"step": 10600
|
654 |
+
},
|
655 |
+
{
|
656 |
+
"epoch": 1.68,
|
657 |
+
"learning_rate": 1.3286274509803922e-05,
|
658 |
+
"loss": 0.4109,
|
659 |
+
"step": 10700
|
660 |
+
},
|
661 |
+
{
|
662 |
+
"epoch": 1.69,
|
663 |
+
"learning_rate": 1.3223529411764705e-05,
|
664 |
+
"loss": 0.3732,
|
665 |
+
"step": 10800
|
666 |
+
},
|
667 |
+
{
|
668 |
+
"epoch": 1.71,
|
669 |
+
"learning_rate": 1.3160784313725492e-05,
|
670 |
+
"loss": 0.3548,
|
671 |
+
"step": 10900
|
672 |
+
},
|
673 |
+
{
|
674 |
+
"epoch": 1.73,
|
675 |
+
"learning_rate": 1.3098039215686275e-05,
|
676 |
+
"loss": 0.3076,
|
677 |
+
"step": 11000
|
678 |
+
},
|
679 |
+
{
|
680 |
+
"epoch": 1.74,
|
681 |
+
"learning_rate": 1.303529411764706e-05,
|
682 |
+
"loss": 0.3707,
|
683 |
+
"step": 11100
|
684 |
+
},
|
685 |
+
{
|
686 |
+
"epoch": 1.76,
|
687 |
+
"learning_rate": 1.2972549019607846e-05,
|
688 |
+
"loss": 0.367,
|
689 |
+
"step": 11200
|
690 |
+
},
|
691 |
+
{
|
692 |
+
"epoch": 1.77,
|
693 |
+
"learning_rate": 1.2909803921568629e-05,
|
694 |
+
"loss": 0.3242,
|
695 |
+
"step": 11300
|
696 |
+
},
|
697 |
+
{
|
698 |
+
"epoch": 1.79,
|
699 |
+
"learning_rate": 1.2847058823529412e-05,
|
700 |
+
"loss": 0.3913,
|
701 |
+
"step": 11400
|
702 |
+
},
|
703 |
+
{
|
704 |
+
"epoch": 1.8,
|
705 |
+
"learning_rate": 1.2784313725490197e-05,
|
706 |
+
"loss": 0.3605,
|
707 |
+
"step": 11500
|
708 |
+
},
|
709 |
+
{
|
710 |
+
"epoch": 1.82,
|
711 |
+
"learning_rate": 1.2721568627450982e-05,
|
712 |
+
"loss": 0.352,
|
713 |
+
"step": 11600
|
714 |
+
},
|
715 |
+
{
|
716 |
+
"epoch": 1.84,
|
717 |
+
"learning_rate": 1.2658823529411766e-05,
|
718 |
+
"loss": 0.3326,
|
719 |
+
"step": 11700
|
720 |
+
},
|
721 |
+
{
|
722 |
+
"epoch": 1.85,
|
723 |
+
"learning_rate": 1.259607843137255e-05,
|
724 |
+
"loss": 0.3601,
|
725 |
+
"step": 11800
|
726 |
+
},
|
727 |
+
{
|
728 |
+
"epoch": 1.87,
|
729 |
+
"learning_rate": 1.2533333333333336e-05,
|
730 |
+
"loss": 0.389,
|
731 |
+
"step": 11900
|
732 |
+
},
|
733 |
+
{
|
734 |
+
"epoch": 1.88,
|
735 |
+
"learning_rate": 1.2470588235294119e-05,
|
736 |
+
"loss": 0.3516,
|
737 |
+
"step": 12000
|
738 |
+
},
|
739 |
+
{
|
740 |
+
"epoch": 1.9,
|
741 |
+
"learning_rate": 1.2407843137254902e-05,
|
742 |
+
"loss": 0.3759,
|
743 |
+
"step": 12100
|
744 |
+
},
|
745 |
+
{
|
746 |
+
"epoch": 1.91,
|
747 |
+
"learning_rate": 1.2345098039215688e-05,
|
748 |
+
"loss": 0.3405,
|
749 |
+
"step": 12200
|
750 |
+
},
|
751 |
+
{
|
752 |
+
"epoch": 1.93,
|
753 |
+
"learning_rate": 1.2282352941176471e-05,
|
754 |
+
"loss": 0.3621,
|
755 |
+
"step": 12300
|
756 |
+
},
|
757 |
+
{
|
758 |
+
"epoch": 1.95,
|
759 |
+
"learning_rate": 1.2219607843137256e-05,
|
760 |
+
"loss": 0.3429,
|
761 |
+
"step": 12400
|
762 |
+
},
|
763 |
+
{
|
764 |
+
"epoch": 1.96,
|
765 |
+
"learning_rate": 1.215686274509804e-05,
|
766 |
+
"loss": 0.3789,
|
767 |
+
"step": 12500
|
768 |
+
},
|
769 |
+
{
|
770 |
+
"epoch": 1.98,
|
771 |
+
"learning_rate": 1.2094117647058826e-05,
|
772 |
+
"loss": 0.3011,
|
773 |
+
"step": 12600
|
774 |
+
},
|
775 |
+
{
|
776 |
+
"epoch": 1.99,
|
777 |
+
"learning_rate": 1.2031372549019609e-05,
|
778 |
+
"loss": 0.3453,
|
779 |
+
"step": 12700
|
780 |
+
},
|
781 |
+
{
|
782 |
+
"epoch": 2.0,
|
783 |
+
"eval_accuracy": 0.9905555555555555,
|
784 |
+
"eval_loss": 0.0370011106133461,
|
785 |
+
"eval_runtime": 47.336,
|
786 |
+
"eval_samples_per_second": 190.13,
|
787 |
+
"eval_steps_per_second": 23.766,
|
788 |
+
"step": 12750
|
789 |
+
},
|
790 |
+
{
|
791 |
+
"epoch": 2.01,
|
792 |
+
"learning_rate": 1.1968627450980392e-05,
|
793 |
+
"loss": 0.3666,
|
794 |
+
"step": 12800
|
795 |
+
},
|
796 |
+
{
|
797 |
+
"epoch": 2.02,
|
798 |
+
"learning_rate": 1.1905882352941178e-05,
|
799 |
+
"loss": 0.3447,
|
800 |
+
"step": 12900
|
801 |
+
},
|
802 |
+
{
|
803 |
+
"epoch": 2.04,
|
804 |
+
"learning_rate": 1.1843137254901961e-05,
|
805 |
+
"loss": 0.3669,
|
806 |
+
"step": 13000
|
807 |
+
},
|
808 |
+
{
|
809 |
+
"epoch": 2.05,
|
810 |
+
"learning_rate": 1.1780392156862746e-05,
|
811 |
+
"loss": 0.3423,
|
812 |
+
"step": 13100
|
813 |
+
},
|
814 |
+
{
|
815 |
+
"epoch": 2.07,
|
816 |
+
"learning_rate": 1.171764705882353e-05,
|
817 |
+
"loss": 0.3372,
|
818 |
+
"step": 13200
|
819 |
+
},
|
820 |
+
{
|
821 |
+
"epoch": 2.09,
|
822 |
+
"learning_rate": 1.1654901960784316e-05,
|
823 |
+
"loss": 0.356,
|
824 |
+
"step": 13300
|
825 |
+
},
|
826 |
+
{
|
827 |
+
"epoch": 2.1,
|
828 |
+
"learning_rate": 1.1592156862745099e-05,
|
829 |
+
"loss": 0.306,
|
830 |
+
"step": 13400
|
831 |
+
},
|
832 |
+
{
|
833 |
+
"epoch": 2.12,
|
834 |
+
"learning_rate": 1.1529411764705882e-05,
|
835 |
+
"loss": 0.354,
|
836 |
+
"step": 13500
|
837 |
+
},
|
838 |
+
{
|
839 |
+
"epoch": 2.13,
|
840 |
+
"learning_rate": 1.1466666666666668e-05,
|
841 |
+
"loss": 0.3664,
|
842 |
+
"step": 13600
|
843 |
+
},
|
844 |
+
{
|
845 |
+
"epoch": 2.15,
|
846 |
+
"learning_rate": 1.1403921568627451e-05,
|
847 |
+
"loss": 0.3568,
|
848 |
+
"step": 13700
|
849 |
+
},
|
850 |
+
{
|
851 |
+
"epoch": 2.16,
|
852 |
+
"learning_rate": 1.1341176470588236e-05,
|
853 |
+
"loss": 0.3334,
|
854 |
+
"step": 13800
|
855 |
+
},
|
856 |
+
{
|
857 |
+
"epoch": 2.18,
|
858 |
+
"learning_rate": 1.127843137254902e-05,
|
859 |
+
"loss": 0.3405,
|
860 |
+
"step": 13900
|
861 |
+
},
|
862 |
+
{
|
863 |
+
"epoch": 2.2,
|
864 |
+
"learning_rate": 1.1215686274509805e-05,
|
865 |
+
"loss": 0.3107,
|
866 |
+
"step": 14000
|
867 |
+
},
|
868 |
+
{
|
869 |
+
"epoch": 2.21,
|
870 |
+
"learning_rate": 1.1152941176470588e-05,
|
871 |
+
"loss": 0.2895,
|
872 |
+
"step": 14100
|
873 |
+
},
|
874 |
+
{
|
875 |
+
"epoch": 2.23,
|
876 |
+
"learning_rate": 1.1090196078431375e-05,
|
877 |
+
"loss": 0.2832,
|
878 |
+
"step": 14200
|
879 |
+
},
|
880 |
+
{
|
881 |
+
"epoch": 2.24,
|
882 |
+
"learning_rate": 1.1027450980392158e-05,
|
883 |
+
"loss": 0.3823,
|
884 |
+
"step": 14300
|
885 |
+
},
|
886 |
+
{
|
887 |
+
"epoch": 2.26,
|
888 |
+
"learning_rate": 1.0964705882352941e-05,
|
889 |
+
"loss": 0.2835,
|
890 |
+
"step": 14400
|
891 |
+
},
|
892 |
+
{
|
893 |
+
"epoch": 2.27,
|
894 |
+
"learning_rate": 1.0901960784313726e-05,
|
895 |
+
"loss": 0.3859,
|
896 |
+
"step": 14500
|
897 |
+
},
|
898 |
+
{
|
899 |
+
"epoch": 2.29,
|
900 |
+
"learning_rate": 1.083921568627451e-05,
|
901 |
+
"loss": 0.3486,
|
902 |
+
"step": 14600
|
903 |
+
},
|
904 |
+
{
|
905 |
+
"epoch": 2.31,
|
906 |
+
"learning_rate": 1.0776470588235295e-05,
|
907 |
+
"loss": 0.3202,
|
908 |
+
"step": 14700
|
909 |
+
},
|
910 |
+
{
|
911 |
+
"epoch": 2.32,
|
912 |
+
"learning_rate": 1.0713725490196078e-05,
|
913 |
+
"loss": 0.3276,
|
914 |
+
"step": 14800
|
915 |
+
},
|
916 |
+
{
|
917 |
+
"epoch": 2.34,
|
918 |
+
"learning_rate": 1.0650980392156865e-05,
|
919 |
+
"loss": 0.3562,
|
920 |
+
"step": 14900
|
921 |
+
},
|
922 |
+
{
|
923 |
+
"epoch": 2.35,
|
924 |
+
"learning_rate": 1.0588235294117648e-05,
|
925 |
+
"loss": 0.3344,
|
926 |
+
"step": 15000
|
927 |
+
},
|
928 |
+
{
|
929 |
+
"epoch": 2.37,
|
930 |
+
"learning_rate": 1.0525490196078431e-05,
|
931 |
+
"loss": 0.3356,
|
932 |
+
"step": 15100
|
933 |
+
},
|
934 |
+
{
|
935 |
+
"epoch": 2.38,
|
936 |
+
"learning_rate": 1.0462745098039217e-05,
|
937 |
+
"loss": 0.322,
|
938 |
+
"step": 15200
|
939 |
+
},
|
940 |
+
{
|
941 |
+
"epoch": 2.4,
|
942 |
+
"learning_rate": 1.04e-05,
|
943 |
+
"loss": 0.3114,
|
944 |
+
"step": 15300
|
945 |
+
},
|
946 |
+
{
|
947 |
+
"epoch": 2.42,
|
948 |
+
"learning_rate": 1.0337254901960785e-05,
|
949 |
+
"loss": 0.3401,
|
950 |
+
"step": 15400
|
951 |
+
},
|
952 |
+
{
|
953 |
+
"epoch": 2.43,
|
954 |
+
"learning_rate": 1.0274509803921568e-05,
|
955 |
+
"loss": 0.3624,
|
956 |
+
"step": 15500
|
957 |
+
},
|
958 |
+
{
|
959 |
+
"epoch": 2.45,
|
960 |
+
"learning_rate": 1.0211764705882355e-05,
|
961 |
+
"loss": 0.3468,
|
962 |
+
"step": 15600
|
963 |
+
},
|
964 |
+
{
|
965 |
+
"epoch": 2.46,
|
966 |
+
"learning_rate": 1.0149019607843138e-05,
|
967 |
+
"loss": 0.3263,
|
968 |
+
"step": 15700
|
969 |
+
},
|
970 |
+
{
|
971 |
+
"epoch": 2.48,
|
972 |
+
"learning_rate": 1.0086274509803922e-05,
|
973 |
+
"loss": 0.317,
|
974 |
+
"step": 15800
|
975 |
+
},
|
976 |
+
{
|
977 |
+
"epoch": 2.49,
|
978 |
+
"learning_rate": 1.0023529411764707e-05,
|
979 |
+
"loss": 0.4155,
|
980 |
+
"step": 15900
|
981 |
+
},
|
982 |
+
{
|
983 |
+
"epoch": 2.51,
|
984 |
+
"learning_rate": 9.960784313725492e-06,
|
985 |
+
"loss": 0.2799,
|
986 |
+
"step": 16000
|
987 |
+
},
|
988 |
+
{
|
989 |
+
"epoch": 2.53,
|
990 |
+
"learning_rate": 9.898039215686275e-06,
|
991 |
+
"loss": 0.3184,
|
992 |
+
"step": 16100
|
993 |
+
},
|
994 |
+
{
|
995 |
+
"epoch": 2.54,
|
996 |
+
"learning_rate": 9.83529411764706e-06,
|
997 |
+
"loss": 0.3319,
|
998 |
+
"step": 16200
|
999 |
+
},
|
1000 |
+
{
|
1001 |
+
"epoch": 2.56,
|
1002 |
+
"learning_rate": 9.772549019607844e-06,
|
1003 |
+
"loss": 0.339,
|
1004 |
+
"step": 16300
|
1005 |
+
},
|
1006 |
+
{
|
1007 |
+
"epoch": 2.57,
|
1008 |
+
"learning_rate": 9.709803921568628e-06,
|
1009 |
+
"loss": 0.3767,
|
1010 |
+
"step": 16400
|
1011 |
+
},
|
1012 |
+
{
|
1013 |
+
"epoch": 2.59,
|
1014 |
+
"learning_rate": 9.647058823529412e-06,
|
1015 |
+
"loss": 0.2787,
|
1016 |
+
"step": 16500
|
1017 |
+
},
|
1018 |
+
{
|
1019 |
+
"epoch": 2.6,
|
1020 |
+
"learning_rate": 9.584313725490197e-06,
|
1021 |
+
"loss": 0.2856,
|
1022 |
+
"step": 16600
|
1023 |
+
},
|
1024 |
+
{
|
1025 |
+
"epoch": 2.62,
|
1026 |
+
"learning_rate": 9.521568627450982e-06,
|
1027 |
+
"loss": 0.3085,
|
1028 |
+
"step": 16700
|
1029 |
+
},
|
1030 |
+
{
|
1031 |
+
"epoch": 2.64,
|
1032 |
+
"learning_rate": 9.458823529411767e-06,
|
1033 |
+
"loss": 0.3445,
|
1034 |
+
"step": 16800
|
1035 |
+
},
|
1036 |
+
{
|
1037 |
+
"epoch": 2.65,
|
1038 |
+
"learning_rate": 9.39607843137255e-06,
|
1039 |
+
"loss": 0.3586,
|
1040 |
+
"step": 16900
|
1041 |
+
},
|
1042 |
+
{
|
1043 |
+
"epoch": 2.67,
|
1044 |
+
"learning_rate": 9.333333333333334e-06,
|
1045 |
+
"loss": 0.2763,
|
1046 |
+
"step": 17000
|
1047 |
+
},
|
1048 |
+
{
|
1049 |
+
"epoch": 2.68,
|
1050 |
+
"learning_rate": 9.270588235294117e-06,
|
1051 |
+
"loss": 0.3879,
|
1052 |
+
"step": 17100
|
1053 |
+
},
|
1054 |
+
{
|
1055 |
+
"epoch": 2.7,
|
1056 |
+
"learning_rate": 9.207843137254902e-06,
|
1057 |
+
"loss": 0.3333,
|
1058 |
+
"step": 17200
|
1059 |
+
},
|
1060 |
+
{
|
1061 |
+
"epoch": 2.71,
|
1062 |
+
"learning_rate": 9.145098039215687e-06,
|
1063 |
+
"loss": 0.3134,
|
1064 |
+
"step": 17300
|
1065 |
+
},
|
1066 |
+
{
|
1067 |
+
"epoch": 2.73,
|
1068 |
+
"learning_rate": 9.082352941176472e-06,
|
1069 |
+
"loss": 0.3143,
|
1070 |
+
"step": 17400
|
1071 |
+
},
|
1072 |
+
{
|
1073 |
+
"epoch": 2.75,
|
1074 |
+
"learning_rate": 9.019607843137256e-06,
|
1075 |
+
"loss": 0.3189,
|
1076 |
+
"step": 17500
|
1077 |
+
},
|
1078 |
+
{
|
1079 |
+
"epoch": 2.76,
|
1080 |
+
"learning_rate": 8.95686274509804e-06,
|
1081 |
+
"loss": 0.3751,
|
1082 |
+
"step": 17600
|
1083 |
+
},
|
1084 |
+
{
|
1085 |
+
"epoch": 2.78,
|
1086 |
+
"learning_rate": 8.894117647058824e-06,
|
1087 |
+
"loss": 0.3392,
|
1088 |
+
"step": 17700
|
1089 |
+
},
|
1090 |
+
{
|
1091 |
+
"epoch": 2.79,
|
1092 |
+
"learning_rate": 8.831372549019609e-06,
|
1093 |
+
"loss": 0.4085,
|
1094 |
+
"step": 17800
|
1095 |
+
},
|
1096 |
+
{
|
1097 |
+
"epoch": 2.81,
|
1098 |
+
"learning_rate": 8.768627450980392e-06,
|
1099 |
+
"loss": 0.351,
|
1100 |
+
"step": 17900
|
1101 |
+
},
|
1102 |
+
{
|
1103 |
+
"epoch": 2.82,
|
1104 |
+
"learning_rate": 8.705882352941177e-06,
|
1105 |
+
"loss": 0.4239,
|
1106 |
+
"step": 18000
|
1107 |
+
},
|
1108 |
+
{
|
1109 |
+
"epoch": 2.84,
|
1110 |
+
"learning_rate": 8.643137254901961e-06,
|
1111 |
+
"loss": 0.3577,
|
1112 |
+
"step": 18100
|
1113 |
+
},
|
1114 |
+
{
|
1115 |
+
"epoch": 2.85,
|
1116 |
+
"learning_rate": 8.580392156862746e-06,
|
1117 |
+
"loss": 0.3651,
|
1118 |
+
"step": 18200
|
1119 |
+
},
|
1120 |
+
{
|
1121 |
+
"epoch": 2.87,
|
1122 |
+
"learning_rate": 8.517647058823531e-06,
|
1123 |
+
"loss": 0.2912,
|
1124 |
+
"step": 18300
|
1125 |
+
},
|
1126 |
+
{
|
1127 |
+
"epoch": 2.89,
|
1128 |
+
"learning_rate": 8.454901960784314e-06,
|
1129 |
+
"loss": 0.3367,
|
1130 |
+
"step": 18400
|
1131 |
+
},
|
1132 |
+
{
|
1133 |
+
"epoch": 2.9,
|
1134 |
+
"learning_rate": 8.392156862745099e-06,
|
1135 |
+
"loss": 0.3616,
|
1136 |
+
"step": 18500
|
1137 |
+
},
|
1138 |
+
{
|
1139 |
+
"epoch": 2.92,
|
1140 |
+
"learning_rate": 8.329411764705882e-06,
|
1141 |
+
"loss": 0.3608,
|
1142 |
+
"step": 18600
|
1143 |
+
},
|
1144 |
+
{
|
1145 |
+
"epoch": 2.93,
|
1146 |
+
"learning_rate": 8.266666666666667e-06,
|
1147 |
+
"loss": 0.3373,
|
1148 |
+
"step": 18700
|
1149 |
+
},
|
1150 |
+
{
|
1151 |
+
"epoch": 2.95,
|
1152 |
+
"learning_rate": 8.203921568627451e-06,
|
1153 |
+
"loss": 0.3132,
|
1154 |
+
"step": 18800
|
1155 |
+
},
|
1156 |
+
{
|
1157 |
+
"epoch": 2.96,
|
1158 |
+
"learning_rate": 8.141176470588236e-06,
|
1159 |
+
"loss": 0.3279,
|
1160 |
+
"step": 18900
|
1161 |
+
},
|
1162 |
+
{
|
1163 |
+
"epoch": 2.98,
|
1164 |
+
"learning_rate": 8.07843137254902e-06,
|
1165 |
+
"loss": 0.3052,
|
1166 |
+
"step": 19000
|
1167 |
+
},
|
1168 |
+
{
|
1169 |
+
"epoch": 3.0,
|
1170 |
+
"learning_rate": 8.015686274509804e-06,
|
1171 |
+
"loss": 0.3736,
|
1172 |
+
"step": 19100
|
1173 |
+
},
|
1174 |
+
{
|
1175 |
+
"epoch": 3.0,
|
1176 |
+
"eval_accuracy": 0.9915555555555555,
|
1177 |
+
"eval_loss": 0.030801517888903618,
|
1178 |
+
"eval_runtime": 47.8145,
|
1179 |
+
"eval_samples_per_second": 188.227,
|
1180 |
+
"eval_steps_per_second": 23.528,
|
1181 |
+
"step": 19125
|
1182 |
+
},
|
1183 |
+
{
|
1184 |
+
"epoch": 3.01,
|
1185 |
+
"learning_rate": 7.952941176470589e-06,
|
1186 |
+
"loss": 0.3429,
|
1187 |
+
"step": 19200
|
1188 |
+
},
|
1189 |
+
{
|
1190 |
+
"epoch": 3.03,
|
1191 |
+
"learning_rate": 7.890196078431373e-06,
|
1192 |
+
"loss": 0.3234,
|
1193 |
+
"step": 19300
|
1194 |
+
},
|
1195 |
+
{
|
1196 |
+
"epoch": 3.04,
|
1197 |
+
"learning_rate": 7.827450980392156e-06,
|
1198 |
+
"loss": 0.3176,
|
1199 |
+
"step": 19400
|
1200 |
+
},
|
1201 |
+
{
|
1202 |
+
"epoch": 3.06,
|
1203 |
+
"learning_rate": 7.764705882352941e-06,
|
1204 |
+
"loss": 0.3483,
|
1205 |
+
"step": 19500
|
1206 |
+
},
|
1207 |
+
{
|
1208 |
+
"epoch": 3.07,
|
1209 |
+
"learning_rate": 7.701960784313726e-06,
|
1210 |
+
"loss": 0.2904,
|
1211 |
+
"step": 19600
|
1212 |
+
},
|
1213 |
+
{
|
1214 |
+
"epoch": 3.09,
|
1215 |
+
"learning_rate": 7.63921568627451e-06,
|
1216 |
+
"loss": 0.3505,
|
1217 |
+
"step": 19700
|
1218 |
+
},
|
1219 |
+
{
|
1220 |
+
"epoch": 3.11,
|
1221 |
+
"learning_rate": 7.576470588235295e-06,
|
1222 |
+
"loss": 0.2773,
|
1223 |
+
"step": 19800
|
1224 |
+
},
|
1225 |
+
{
|
1226 |
+
"epoch": 3.12,
|
1227 |
+
"learning_rate": 7.5137254901960785e-06,
|
1228 |
+
"loss": 0.3035,
|
1229 |
+
"step": 19900
|
1230 |
+
},
|
1231 |
+
{
|
1232 |
+
"epoch": 3.14,
|
1233 |
+
"learning_rate": 7.450980392156863e-06,
|
1234 |
+
"loss": 0.262,
|
1235 |
+
"step": 20000
|
1236 |
+
},
|
1237 |
+
{
|
1238 |
+
"epoch": 3.15,
|
1239 |
+
"learning_rate": 7.388235294117647e-06,
|
1240 |
+
"loss": 0.288,
|
1241 |
+
"step": 20100
|
1242 |
+
},
|
1243 |
+
{
|
1244 |
+
"epoch": 3.17,
|
1245 |
+
"learning_rate": 7.325490196078432e-06,
|
1246 |
+
"loss": 0.2816,
|
1247 |
+
"step": 20200
|
1248 |
+
},
|
1249 |
+
{
|
1250 |
+
"epoch": 3.18,
|
1251 |
+
"learning_rate": 7.262745098039217e-06,
|
1252 |
+
"loss": 0.3427,
|
1253 |
+
"step": 20300
|
1254 |
+
},
|
1255 |
+
{
|
1256 |
+
"epoch": 3.2,
|
1257 |
+
"learning_rate": 7.2000000000000005e-06,
|
1258 |
+
"loss": 0.3235,
|
1259 |
+
"step": 20400
|
1260 |
+
},
|
1261 |
+
{
|
1262 |
+
"epoch": 3.22,
|
1263 |
+
"learning_rate": 7.137254901960785e-06,
|
1264 |
+
"loss": 0.305,
|
1265 |
+
"step": 20500
|
1266 |
+
},
|
1267 |
+
{
|
1268 |
+
"epoch": 3.23,
|
1269 |
+
"learning_rate": 7.074509803921568e-06,
|
1270 |
+
"loss": 0.3213,
|
1271 |
+
"step": 20600
|
1272 |
+
},
|
1273 |
+
{
|
1274 |
+
"epoch": 3.25,
|
1275 |
+
"learning_rate": 7.011764705882353e-06,
|
1276 |
+
"loss": 0.2998,
|
1277 |
+
"step": 20700
|
1278 |
+
},
|
1279 |
+
{
|
1280 |
+
"epoch": 3.26,
|
1281 |
+
"learning_rate": 6.949019607843138e-06,
|
1282 |
+
"loss": 0.2733,
|
1283 |
+
"step": 20800
|
1284 |
+
},
|
1285 |
+
{
|
1286 |
+
"epoch": 3.28,
|
1287 |
+
"learning_rate": 6.886274509803922e-06,
|
1288 |
+
"loss": 0.2812,
|
1289 |
+
"step": 20900
|
1290 |
+
},
|
1291 |
+
{
|
1292 |
+
"epoch": 3.29,
|
1293 |
+
"learning_rate": 6.8235294117647065e-06,
|
1294 |
+
"loss": 0.2979,
|
1295 |
+
"step": 21000
|
1296 |
+
},
|
1297 |
+
{
|
1298 |
+
"epoch": 3.31,
|
1299 |
+
"learning_rate": 6.76078431372549e-06,
|
1300 |
+
"loss": 0.3359,
|
1301 |
+
"step": 21100
|
1302 |
+
},
|
1303 |
+
{
|
1304 |
+
"epoch": 3.33,
|
1305 |
+
"learning_rate": 6.698039215686275e-06,
|
1306 |
+
"loss": 0.2952,
|
1307 |
+
"step": 21200
|
1308 |
+
},
|
1309 |
+
{
|
1310 |
+
"epoch": 3.34,
|
1311 |
+
"learning_rate": 6.63529411764706e-06,
|
1312 |
+
"loss": 0.3092,
|
1313 |
+
"step": 21300
|
1314 |
+
},
|
1315 |
+
{
|
1316 |
+
"epoch": 3.36,
|
1317 |
+
"learning_rate": 6.572549019607844e-06,
|
1318 |
+
"loss": 0.2614,
|
1319 |
+
"step": 21400
|
1320 |
+
},
|
1321 |
+
{
|
1322 |
+
"epoch": 3.37,
|
1323 |
+
"learning_rate": 6.5098039215686285e-06,
|
1324 |
+
"loss": 0.3431,
|
1325 |
+
"step": 21500
|
1326 |
+
},
|
1327 |
+
{
|
1328 |
+
"epoch": 3.39,
|
1329 |
+
"learning_rate": 6.4470588235294116e-06,
|
1330 |
+
"loss": 0.355,
|
1331 |
+
"step": 21600
|
1332 |
+
},
|
1333 |
+
{
|
1334 |
+
"epoch": 3.4,
|
1335 |
+
"learning_rate": 6.384313725490196e-06,
|
1336 |
+
"loss": 0.2789,
|
1337 |
+
"step": 21700
|
1338 |
+
},
|
1339 |
+
{
|
1340 |
+
"epoch": 3.42,
|
1341 |
+
"learning_rate": 6.321568627450981e-06,
|
1342 |
+
"loss": 0.3669,
|
1343 |
+
"step": 21800
|
1344 |
+
},
|
1345 |
+
{
|
1346 |
+
"epoch": 3.44,
|
1347 |
+
"learning_rate": 6.258823529411765e-06,
|
1348 |
+
"loss": 0.2962,
|
1349 |
+
"step": 21900
|
1350 |
+
},
|
1351 |
+
{
|
1352 |
+
"epoch": 3.45,
|
1353 |
+
"learning_rate": 6.19607843137255e-06,
|
1354 |
+
"loss": 0.3174,
|
1355 |
+
"step": 22000
|
1356 |
+
},
|
1357 |
+
{
|
1358 |
+
"epoch": 3.47,
|
1359 |
+
"learning_rate": 6.133333333333334e-06,
|
1360 |
+
"loss": 0.3251,
|
1361 |
+
"step": 22100
|
1362 |
+
},
|
1363 |
+
{
|
1364 |
+
"epoch": 3.48,
|
1365 |
+
"learning_rate": 6.070588235294118e-06,
|
1366 |
+
"loss": 0.3237,
|
1367 |
+
"step": 22200
|
1368 |
+
},
|
1369 |
+
{
|
1370 |
+
"epoch": 3.5,
|
1371 |
+
"learning_rate": 6.007843137254903e-06,
|
1372 |
+
"loss": 0.2878,
|
1373 |
+
"step": 22300
|
1374 |
+
},
|
1375 |
+
{
|
1376 |
+
"epoch": 3.51,
|
1377 |
+
"learning_rate": 5.945098039215686e-06,
|
1378 |
+
"loss": 0.2878,
|
1379 |
+
"step": 22400
|
1380 |
+
},
|
1381 |
+
{
|
1382 |
+
"epoch": 3.53,
|
1383 |
+
"learning_rate": 5.882352941176471e-06,
|
1384 |
+
"loss": 0.3223,
|
1385 |
+
"step": 22500
|
1386 |
+
},
|
1387 |
+
{
|
1388 |
+
"epoch": 3.55,
|
1389 |
+
"learning_rate": 5.819607843137255e-06,
|
1390 |
+
"loss": 0.3064,
|
1391 |
+
"step": 22600
|
1392 |
+
},
|
1393 |
+
{
|
1394 |
+
"epoch": 3.56,
|
1395 |
+
"learning_rate": 5.7568627450980396e-06,
|
1396 |
+
"loss": 0.3291,
|
1397 |
+
"step": 22700
|
1398 |
+
},
|
1399 |
+
{
|
1400 |
+
"epoch": 3.58,
|
1401 |
+
"learning_rate": 5.694117647058824e-06,
|
1402 |
+
"loss": 0.3049,
|
1403 |
+
"step": 22800
|
1404 |
+
},
|
1405 |
+
{
|
1406 |
+
"epoch": 3.59,
|
1407 |
+
"learning_rate": 5.631372549019608e-06,
|
1408 |
+
"loss": 0.3109,
|
1409 |
+
"step": 22900
|
1410 |
+
},
|
1411 |
+
{
|
1412 |
+
"epoch": 3.61,
|
1413 |
+
"learning_rate": 5.568627450980393e-06,
|
1414 |
+
"loss": 0.374,
|
1415 |
+
"step": 23000
|
1416 |
+
},
|
1417 |
+
{
|
1418 |
+
"epoch": 3.62,
|
1419 |
+
"learning_rate": 5.505882352941177e-06,
|
1420 |
+
"loss": 0.3325,
|
1421 |
+
"step": 23100
|
1422 |
+
},
|
1423 |
+
{
|
1424 |
+
"epoch": 3.64,
|
1425 |
+
"learning_rate": 5.443137254901962e-06,
|
1426 |
+
"loss": 0.3247,
|
1427 |
+
"step": 23200
|
1428 |
+
},
|
1429 |
+
{
|
1430 |
+
"epoch": 3.65,
|
1431 |
+
"learning_rate": 5.380392156862746e-06,
|
1432 |
+
"loss": 0.3483,
|
1433 |
+
"step": 23300
|
1434 |
+
},
|
1435 |
+
{
|
1436 |
+
"epoch": 3.67,
|
1437 |
+
"learning_rate": 5.317647058823529e-06,
|
1438 |
+
"loss": 0.3321,
|
1439 |
+
"step": 23400
|
1440 |
+
},
|
1441 |
+
{
|
1442 |
+
"epoch": 3.69,
|
1443 |
+
"learning_rate": 5.254901960784314e-06,
|
1444 |
+
"loss": 0.2998,
|
1445 |
+
"step": 23500
|
1446 |
+
},
|
1447 |
+
{
|
1448 |
+
"epoch": 3.7,
|
1449 |
+
"learning_rate": 5.192156862745098e-06,
|
1450 |
+
"loss": 0.3337,
|
1451 |
+
"step": 23600
|
1452 |
+
},
|
1453 |
+
{
|
1454 |
+
"epoch": 3.72,
|
1455 |
+
"learning_rate": 5.129411764705883e-06,
|
1456 |
+
"loss": 0.399,
|
1457 |
+
"step": 23700
|
1458 |
+
},
|
1459 |
+
{
|
1460 |
+
"epoch": 3.73,
|
1461 |
+
"learning_rate": 5.0666666666666676e-06,
|
1462 |
+
"loss": 0.2966,
|
1463 |
+
"step": 23800
|
1464 |
+
},
|
1465 |
+
{
|
1466 |
+
"epoch": 3.75,
|
1467 |
+
"learning_rate": 5.0039215686274515e-06,
|
1468 |
+
"loss": 0.307,
|
1469 |
+
"step": 23900
|
1470 |
+
},
|
1471 |
+
{
|
1472 |
+
"epoch": 3.76,
|
1473 |
+
"learning_rate": 4.941176470588236e-06,
|
1474 |
+
"loss": 0.2964,
|
1475 |
+
"step": 24000
|
1476 |
+
},
|
1477 |
+
{
|
1478 |
+
"epoch": 3.78,
|
1479 |
+
"learning_rate": 4.87843137254902e-06,
|
1480 |
+
"loss": 0.3022,
|
1481 |
+
"step": 24100
|
1482 |
+
},
|
1483 |
+
{
|
1484 |
+
"epoch": 3.8,
|
1485 |
+
"learning_rate": 4.815686274509804e-06,
|
1486 |
+
"loss": 0.2502,
|
1487 |
+
"step": 24200
|
1488 |
+
},
|
1489 |
+
{
|
1490 |
+
"epoch": 3.81,
|
1491 |
+
"learning_rate": 4.752941176470589e-06,
|
1492 |
+
"loss": 0.2361,
|
1493 |
+
"step": 24300
|
1494 |
+
},
|
1495 |
+
{
|
1496 |
+
"epoch": 3.83,
|
1497 |
+
"learning_rate": 4.690196078431373e-06,
|
1498 |
+
"loss": 0.2654,
|
1499 |
+
"step": 24400
|
1500 |
+
},
|
1501 |
+
{
|
1502 |
+
"epoch": 3.84,
|
1503 |
+
"learning_rate": 4.627450980392157e-06,
|
1504 |
+
"loss": 0.2892,
|
1505 |
+
"step": 24500
|
1506 |
+
},
|
1507 |
+
{
|
1508 |
+
"epoch": 3.86,
|
1509 |
+
"learning_rate": 4.564705882352941e-06,
|
1510 |
+
"loss": 0.3175,
|
1511 |
+
"step": 24600
|
1512 |
+
},
|
1513 |
+
{
|
1514 |
+
"epoch": 3.87,
|
1515 |
+
"learning_rate": 4.501960784313726e-06,
|
1516 |
+
"loss": 0.3644,
|
1517 |
+
"step": 24700
|
1518 |
+
},
|
1519 |
+
{
|
1520 |
+
"epoch": 3.89,
|
1521 |
+
"learning_rate": 4.43921568627451e-06,
|
1522 |
+
"loss": 0.2597,
|
1523 |
+
"step": 24800
|
1524 |
+
},
|
1525 |
+
{
|
1526 |
+
"epoch": 3.91,
|
1527 |
+
"learning_rate": 4.376470588235294e-06,
|
1528 |
+
"loss": 0.3063,
|
1529 |
+
"step": 24900
|
1530 |
+
},
|
1531 |
+
{
|
1532 |
+
"epoch": 3.92,
|
1533 |
+
"learning_rate": 4.313725490196079e-06,
|
1534 |
+
"loss": 0.3096,
|
1535 |
+
"step": 25000
|
1536 |
+
},
|
1537 |
+
{
|
1538 |
+
"epoch": 3.94,
|
1539 |
+
"learning_rate": 4.250980392156863e-06,
|
1540 |
+
"loss": 0.3088,
|
1541 |
+
"step": 25100
|
1542 |
+
},
|
1543 |
+
{
|
1544 |
+
"epoch": 3.95,
|
1545 |
+
"learning_rate": 4.188235294117647e-06,
|
1546 |
+
"loss": 0.3462,
|
1547 |
+
"step": 25200
|
1548 |
+
},
|
1549 |
+
{
|
1550 |
+
"epoch": 3.97,
|
1551 |
+
"learning_rate": 4.125490196078432e-06,
|
1552 |
+
"loss": 0.2733,
|
1553 |
+
"step": 25300
|
1554 |
+
},
|
1555 |
+
{
|
1556 |
+
"epoch": 3.98,
|
1557 |
+
"learning_rate": 4.062745098039216e-06,
|
1558 |
+
"loss": 0.2905,
|
1559 |
+
"step": 25400
|
1560 |
+
},
|
1561 |
+
{
|
1562 |
+
"epoch": 4.0,
|
1563 |
+
"learning_rate": 4.000000000000001e-06,
|
1564 |
+
"loss": 0.3224,
|
1565 |
+
"step": 25500
|
1566 |
+
},
|
1567 |
+
{
|
1568 |
+
"epoch": 4.0,
|
1569 |
+
"eval_accuracy": 0.9938888888888889,
|
1570 |
+
"eval_loss": 0.026916783303022385,
|
1571 |
+
"eval_runtime": 48.3846,
|
1572 |
+
"eval_samples_per_second": 186.009,
|
1573 |
+
"eval_steps_per_second": 23.251,
|
1574 |
+
"step": 25500
|
1575 |
+
},
|
1576 |
+
{
|
1577 |
+
"epoch": 4.02,
|
1578 |
+
"learning_rate": 3.9372549019607846e-06,
|
1579 |
+
"loss": 0.2968,
|
1580 |
+
"step": 25600
|
1581 |
+
},
|
1582 |
+
{
|
1583 |
+
"epoch": 4.03,
|
1584 |
+
"learning_rate": 3.874509803921569e-06,
|
1585 |
+
"loss": 0.238,
|
1586 |
+
"step": 25700
|
1587 |
+
},
|
1588 |
+
{
|
1589 |
+
"epoch": 4.05,
|
1590 |
+
"learning_rate": 3.8117647058823532e-06,
|
1591 |
+
"loss": 0.2669,
|
1592 |
+
"step": 25800
|
1593 |
+
},
|
1594 |
+
{
|
1595 |
+
"epoch": 4.06,
|
1596 |
+
"learning_rate": 3.7490196078431375e-06,
|
1597 |
+
"loss": 0.2983,
|
1598 |
+
"step": 25900
|
1599 |
+
},
|
1600 |
+
{
|
1601 |
+
"epoch": 4.08,
|
1602 |
+
"learning_rate": 3.6862745098039223e-06,
|
1603 |
+
"loss": 0.2686,
|
1604 |
+
"step": 26000
|
1605 |
+
},
|
1606 |
+
{
|
1607 |
+
"epoch": 4.09,
|
1608 |
+
"learning_rate": 3.623529411764706e-06,
|
1609 |
+
"loss": 0.2907,
|
1610 |
+
"step": 26100
|
1611 |
+
},
|
1612 |
+
{
|
1613 |
+
"epoch": 4.11,
|
1614 |
+
"learning_rate": 3.5607843137254905e-06,
|
1615 |
+
"loss": 0.3151,
|
1616 |
+
"step": 26200
|
1617 |
+
},
|
1618 |
+
{
|
1619 |
+
"epoch": 4.13,
|
1620 |
+
"learning_rate": 3.498039215686275e-06,
|
1621 |
+
"loss": 0.2993,
|
1622 |
+
"step": 26300
|
1623 |
+
},
|
1624 |
+
{
|
1625 |
+
"epoch": 4.14,
|
1626 |
+
"learning_rate": 3.4352941176470587e-06,
|
1627 |
+
"loss": 0.2732,
|
1628 |
+
"step": 26400
|
1629 |
+
},
|
1630 |
+
{
|
1631 |
+
"epoch": 4.16,
|
1632 |
+
"learning_rate": 3.3725490196078435e-06,
|
1633 |
+
"loss": 0.2435,
|
1634 |
+
"step": 26500
|
1635 |
+
},
|
1636 |
+
{
|
1637 |
+
"epoch": 4.17,
|
1638 |
+
"learning_rate": 3.309803921568628e-06,
|
1639 |
+
"loss": 0.3121,
|
1640 |
+
"step": 26600
|
1641 |
+
},
|
1642 |
+
{
|
1643 |
+
"epoch": 4.19,
|
1644 |
+
"learning_rate": 3.247058823529412e-06,
|
1645 |
+
"loss": 0.2927,
|
1646 |
+
"step": 26700
|
1647 |
+
},
|
1648 |
+
{
|
1649 |
+
"epoch": 4.2,
|
1650 |
+
"learning_rate": 3.184313725490196e-06,
|
1651 |
+
"loss": 0.3005,
|
1652 |
+
"step": 26800
|
1653 |
+
},
|
1654 |
+
{
|
1655 |
+
"epoch": 4.22,
|
1656 |
+
"learning_rate": 3.1215686274509804e-06,
|
1657 |
+
"loss": 0.286,
|
1658 |
+
"step": 26900
|
1659 |
+
},
|
1660 |
+
{
|
1661 |
+
"epoch": 4.24,
|
1662 |
+
"learning_rate": 3.058823529411765e-06,
|
1663 |
+
"loss": 0.2461,
|
1664 |
+
"step": 27000
|
1665 |
+
},
|
1666 |
+
{
|
1667 |
+
"epoch": 4.25,
|
1668 |
+
"learning_rate": 2.9960784313725494e-06,
|
1669 |
+
"loss": 0.2951,
|
1670 |
+
"step": 27100
|
1671 |
+
},
|
1672 |
+
{
|
1673 |
+
"epoch": 4.27,
|
1674 |
+
"learning_rate": 2.9333333333333338e-06,
|
1675 |
+
"loss": 0.2699,
|
1676 |
+
"step": 27200
|
1677 |
+
},
|
1678 |
+
{
|
1679 |
+
"epoch": 4.28,
|
1680 |
+
"learning_rate": 2.8705882352941177e-06,
|
1681 |
+
"loss": 0.3023,
|
1682 |
+
"step": 27300
|
1683 |
+
},
|
1684 |
+
{
|
1685 |
+
"epoch": 4.3,
|
1686 |
+
"learning_rate": 2.807843137254902e-06,
|
1687 |
+
"loss": 0.2508,
|
1688 |
+
"step": 27400
|
1689 |
+
},
|
1690 |
+
{
|
1691 |
+
"epoch": 4.31,
|
1692 |
+
"learning_rate": 2.7450980392156867e-06,
|
1693 |
+
"loss": 0.2879,
|
1694 |
+
"step": 27500
|
1695 |
+
},
|
1696 |
+
{
|
1697 |
+
"epoch": 4.33,
|
1698 |
+
"learning_rate": 2.682352941176471e-06,
|
1699 |
+
"loss": 0.3172,
|
1700 |
+
"step": 27600
|
1701 |
+
},
|
1702 |
+
{
|
1703 |
+
"epoch": 4.35,
|
1704 |
+
"learning_rate": 2.619607843137255e-06,
|
1705 |
+
"loss": 0.3033,
|
1706 |
+
"step": 27700
|
1707 |
+
},
|
1708 |
+
{
|
1709 |
+
"epoch": 4.36,
|
1710 |
+
"learning_rate": 2.5568627450980393e-06,
|
1711 |
+
"loss": 0.3222,
|
1712 |
+
"step": 27800
|
1713 |
+
},
|
1714 |
+
{
|
1715 |
+
"epoch": 4.38,
|
1716 |
+
"learning_rate": 2.4941176470588236e-06,
|
1717 |
+
"loss": 0.373,
|
1718 |
+
"step": 27900
|
1719 |
+
},
|
1720 |
+
{
|
1721 |
+
"epoch": 4.39,
|
1722 |
+
"learning_rate": 2.431372549019608e-06,
|
1723 |
+
"loss": 0.3396,
|
1724 |
+
"step": 28000
|
1725 |
+
},
|
1726 |
+
{
|
1727 |
+
"epoch": 4.41,
|
1728 |
+
"learning_rate": 2.3686274509803927e-06,
|
1729 |
+
"loss": 0.2794,
|
1730 |
+
"step": 28100
|
1731 |
+
},
|
1732 |
+
{
|
1733 |
+
"epoch": 4.42,
|
1734 |
+
"learning_rate": 2.3058823529411766e-06,
|
1735 |
+
"loss": 0.3277,
|
1736 |
+
"step": 28200
|
1737 |
+
},
|
1738 |
+
{
|
1739 |
+
"epoch": 4.44,
|
1740 |
+
"learning_rate": 2.243137254901961e-06,
|
1741 |
+
"loss": 0.3244,
|
1742 |
+
"step": 28300
|
1743 |
+
},
|
1744 |
+
{
|
1745 |
+
"epoch": 4.45,
|
1746 |
+
"learning_rate": 2.1803921568627452e-06,
|
1747 |
+
"loss": 0.2688,
|
1748 |
+
"step": 28400
|
1749 |
+
},
|
1750 |
+
{
|
1751 |
+
"epoch": 4.47,
|
1752 |
+
"learning_rate": 2.1176470588235296e-06,
|
1753 |
+
"loss": 0.2043,
|
1754 |
+
"step": 28500
|
1755 |
+
},
|
1756 |
+
{
|
1757 |
+
"epoch": 4.49,
|
1758 |
+
"learning_rate": 2.054901960784314e-06,
|
1759 |
+
"loss": 0.3008,
|
1760 |
+
"step": 28600
|
1761 |
+
},
|
1762 |
+
{
|
1763 |
+
"epoch": 4.5,
|
1764 |
+
"learning_rate": 1.9921568627450982e-06,
|
1765 |
+
"loss": 0.281,
|
1766 |
+
"step": 28700
|
1767 |
+
},
|
1768 |
+
{
|
1769 |
+
"epoch": 4.52,
|
1770 |
+
"learning_rate": 1.9294117647058825e-06,
|
1771 |
+
"loss": 0.32,
|
1772 |
+
"step": 28800
|
1773 |
+
},
|
1774 |
+
{
|
1775 |
+
"epoch": 4.53,
|
1776 |
+
"learning_rate": 1.8666666666666669e-06,
|
1777 |
+
"loss": 0.2855,
|
1778 |
+
"step": 28900
|
1779 |
+
},
|
1780 |
+
{
|
1781 |
+
"epoch": 4.55,
|
1782 |
+
"learning_rate": 1.8039215686274512e-06,
|
1783 |
+
"loss": 0.2691,
|
1784 |
+
"step": 29000
|
1785 |
+
},
|
1786 |
+
{
|
1787 |
+
"epoch": 4.56,
|
1788 |
+
"learning_rate": 1.7411764705882353e-06,
|
1789 |
+
"loss": 0.2638,
|
1790 |
+
"step": 29100
|
1791 |
+
},
|
1792 |
+
{
|
1793 |
+
"epoch": 4.58,
|
1794 |
+
"learning_rate": 1.6784313725490198e-06,
|
1795 |
+
"loss": 0.2563,
|
1796 |
+
"step": 29200
|
1797 |
+
},
|
1798 |
+
{
|
1799 |
+
"epoch": 4.6,
|
1800 |
+
"learning_rate": 1.615686274509804e-06,
|
1801 |
+
"loss": 0.3033,
|
1802 |
+
"step": 29300
|
1803 |
+
},
|
1804 |
+
{
|
1805 |
+
"epoch": 4.61,
|
1806 |
+
"learning_rate": 1.5529411764705885e-06,
|
1807 |
+
"loss": 0.3405,
|
1808 |
+
"step": 29400
|
1809 |
+
},
|
1810 |
+
{
|
1811 |
+
"epoch": 4.63,
|
1812 |
+
"learning_rate": 1.4901960784313726e-06,
|
1813 |
+
"loss": 0.2761,
|
1814 |
+
"step": 29500
|
1815 |
+
},
|
1816 |
+
{
|
1817 |
+
"epoch": 4.64,
|
1818 |
+
"learning_rate": 1.427450980392157e-06,
|
1819 |
+
"loss": 0.2985,
|
1820 |
+
"step": 29600
|
1821 |
+
},
|
1822 |
+
{
|
1823 |
+
"epoch": 4.66,
|
1824 |
+
"learning_rate": 1.3647058823529413e-06,
|
1825 |
+
"loss": 0.2562,
|
1826 |
+
"step": 29700
|
1827 |
+
},
|
1828 |
+
{
|
1829 |
+
"epoch": 4.67,
|
1830 |
+
"learning_rate": 1.3019607843137256e-06,
|
1831 |
+
"loss": 0.3165,
|
1832 |
+
"step": 29800
|
1833 |
+
},
|
1834 |
+
{
|
1835 |
+
"epoch": 4.69,
|
1836 |
+
"learning_rate": 1.23921568627451e-06,
|
1837 |
+
"loss": 0.3435,
|
1838 |
+
"step": 29900
|
1839 |
+
},
|
1840 |
+
{
|
1841 |
+
"epoch": 4.71,
|
1842 |
+
"learning_rate": 1.1764705882352942e-06,
|
1843 |
+
"loss": 0.2907,
|
1844 |
+
"step": 30000
|
1845 |
+
},
|
1846 |
+
{
|
1847 |
+
"epoch": 4.72,
|
1848 |
+
"learning_rate": 1.1137254901960786e-06,
|
1849 |
+
"loss": 0.2614,
|
1850 |
+
"step": 30100
|
1851 |
+
},
|
1852 |
+
{
|
1853 |
+
"epoch": 4.74,
|
1854 |
+
"learning_rate": 1.0509803921568629e-06,
|
1855 |
+
"loss": 0.2767,
|
1856 |
+
"step": 30200
|
1857 |
+
},
|
1858 |
+
{
|
1859 |
+
"epoch": 4.75,
|
1860 |
+
"learning_rate": 9.88235294117647e-07,
|
1861 |
+
"loss": 0.2349,
|
1862 |
+
"step": 30300
|
1863 |
+
},
|
1864 |
+
{
|
1865 |
+
"epoch": 4.77,
|
1866 |
+
"learning_rate": 9.254901960784314e-07,
|
1867 |
+
"loss": 0.3014,
|
1868 |
+
"step": 30400
|
1869 |
+
},
|
1870 |
+
{
|
1871 |
+
"epoch": 4.78,
|
1872 |
+
"learning_rate": 8.627450980392157e-07,
|
1873 |
+
"loss": 0.284,
|
1874 |
+
"step": 30500
|
1875 |
+
},
|
1876 |
+
{
|
1877 |
+
"epoch": 4.8,
|
1878 |
+
"learning_rate": 8.000000000000001e-07,
|
1879 |
+
"loss": 0.2762,
|
1880 |
+
"step": 30600
|
1881 |
+
},
|
1882 |
+
{
|
1883 |
+
"epoch": 4.82,
|
1884 |
+
"learning_rate": 7.372549019607844e-07,
|
1885 |
+
"loss": 0.2582,
|
1886 |
+
"step": 30700
|
1887 |
+
},
|
1888 |
+
{
|
1889 |
+
"epoch": 4.83,
|
1890 |
+
"learning_rate": 6.745098039215686e-07,
|
1891 |
+
"loss": 0.3047,
|
1892 |
+
"step": 30800
|
1893 |
+
},
|
1894 |
+
{
|
1895 |
+
"epoch": 4.85,
|
1896 |
+
"learning_rate": 6.11764705882353e-07,
|
1897 |
+
"loss": 0.3008,
|
1898 |
+
"step": 30900
|
1899 |
+
},
|
1900 |
+
{
|
1901 |
+
"epoch": 4.86,
|
1902 |
+
"learning_rate": 5.490196078431373e-07,
|
1903 |
+
"loss": 0.2766,
|
1904 |
+
"step": 31000
|
1905 |
+
},
|
1906 |
+
{
|
1907 |
+
"epoch": 4.88,
|
1908 |
+
"learning_rate": 4.862745098039216e-07,
|
1909 |
+
"loss": 0.3692,
|
1910 |
+
"step": 31100
|
1911 |
+
},
|
1912 |
+
{
|
1913 |
+
"epoch": 4.89,
|
1914 |
+
"learning_rate": 4.235294117647059e-07,
|
1915 |
+
"loss": 0.2916,
|
1916 |
+
"step": 31200
|
1917 |
+
},
|
1918 |
+
{
|
1919 |
+
"epoch": 4.91,
|
1920 |
+
"learning_rate": 3.6078431372549024e-07,
|
1921 |
+
"loss": 0.317,
|
1922 |
+
"step": 31300
|
1923 |
+
},
|
1924 |
+
{
|
1925 |
+
"epoch": 4.93,
|
1926 |
+
"learning_rate": 2.9803921568627456e-07,
|
1927 |
+
"loss": 0.267,
|
1928 |
+
"step": 31400
|
1929 |
+
},
|
1930 |
+
{
|
1931 |
+
"epoch": 4.94,
|
1932 |
+
"learning_rate": 2.3529411764705883e-07,
|
1933 |
+
"loss": 0.2752,
|
1934 |
+
"step": 31500
|
1935 |
+
},
|
1936 |
+
{
|
1937 |
+
"epoch": 4.96,
|
1938 |
+
"learning_rate": 1.7254901960784313e-07,
|
1939 |
+
"loss": 0.2656,
|
1940 |
+
"step": 31600
|
1941 |
+
},
|
1942 |
+
{
|
1943 |
+
"epoch": 4.97,
|
1944 |
+
"learning_rate": 1.0980392156862746e-07,
|
1945 |
+
"loss": 0.2457,
|
1946 |
+
"step": 31700
|
1947 |
+
},
|
1948 |
+
{
|
1949 |
+
"epoch": 4.99,
|
1950 |
+
"learning_rate": 4.705882352941176e-08,
|
1951 |
+
"loss": 0.2846,
|
1952 |
+
"step": 31800
|
1953 |
+
},
|
1954 |
{
|
1955 |
"epoch": 5.0,
|
1956 |
+
"eval_accuracy": 0.9948888888888889,
|
1957 |
+
"eval_loss": 0.02364550158381462,
|
1958 |
+
"eval_runtime": 47.8839,
|
1959 |
+
"eval_samples_per_second": 187.955,
|
1960 |
+
"eval_steps_per_second": 23.494,
|
1961 |
+
"step": 31875
|
1962 |
},
|
1963 |
{
|
1964 |
"epoch": 5.0,
|
1965 |
+
"step": 31875,
|
1966 |
+
"total_flos": 1.976187420555264e+19,
|
1967 |
+
"train_loss": 0.3736599187514361,
|
1968 |
+
"train_runtime": 3816.438,
|
1969 |
+
"train_samples_per_second": 66.816,
|
1970 |
+
"train_steps_per_second": 8.352
|
1971 |
}
|
1972 |
],
|
1973 |
+
"max_steps": 31875,
|
1974 |
"num_train_epochs": 5,
|
1975 |
+
"total_flos": 1.976187420555264e+19,
|
1976 |
"trial_name": null,
|
1977 |
"trial_params": null
|
1978 |
}
|