Commit
·
458eef3
1
Parent(s):
bd124fd
Upload trainer_state.json
Browse files- trainer_state.json +1471 -0
trainer_state.json
ADDED
@@ -0,0 +1,1471 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 1.0,
|
3 |
+
"best_model_checkpoint": "./models/checkpoint-1003",
|
4 |
+
"epoch": 97.0,
|
5 |
+
"global_step": 97291,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 1.0,
|
12 |
+
"learning_rate": 9.98e-05,
|
13 |
+
"loss": 6.8202,
|
14 |
+
"step": 1003
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 1.0,
|
18 |
+
"eval_loss": 3.5011327266693115,
|
19 |
+
"eval_runtime": 260.4478,
|
20 |
+
"eval_samples_per_second": 17.735,
|
21 |
+
"eval_steps_per_second": 0.372,
|
22 |
+
"eval_wer": 1.0,
|
23 |
+
"step": 1003
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 2.0,
|
27 |
+
"learning_rate": 9.899194360523666e-05,
|
28 |
+
"loss": 1.0758,
|
29 |
+
"step": 2006
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"eval_loss": 0.5050923228263855,
|
34 |
+
"eval_runtime": 330.4397,
|
35 |
+
"eval_samples_per_second": 13.978,
|
36 |
+
"eval_steps_per_second": 0.294,
|
37 |
+
"eval_wer": 0.4667033908679153,
|
38 |
+
"step": 2006
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 3.0,
|
42 |
+
"learning_rate": 9.798187311178248e-05,
|
43 |
+
"loss": 0.5297,
|
44 |
+
"step": 3009
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 3.0,
|
48 |
+
"eval_loss": 0.3798016309738159,
|
49 |
+
"eval_runtime": 325.2274,
|
50 |
+
"eval_samples_per_second": 14.202,
|
51 |
+
"eval_steps_per_second": 0.298,
|
52 |
+
"eval_wer": 0.39802913453299055,
|
53 |
+
"step": 3009
|
54 |
+
},
|
55 |
+
{
|
56 |
+
"epoch": 4.0,
|
57 |
+
"learning_rate": 9.69718026183283e-05,
|
58 |
+
"loss": 0.4266,
|
59 |
+
"step": 4012
|
60 |
+
},
|
61 |
+
{
|
62 |
+
"epoch": 4.0,
|
63 |
+
"eval_loss": 0.32800063490867615,
|
64 |
+
"eval_runtime": 361.1443,
|
65 |
+
"eval_samples_per_second": 12.79,
|
66 |
+
"eval_steps_per_second": 0.269,
|
67 |
+
"eval_wer": 0.36733382298934997,
|
68 |
+
"step": 4012
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 5.0,
|
72 |
+
"learning_rate": 9.596173212487412e-05,
|
73 |
+
"loss": 0.3668,
|
74 |
+
"step": 5015
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 5.0,
|
78 |
+
"eval_loss": 0.31621453166007996,
|
79 |
+
"eval_runtime": 367.1388,
|
80 |
+
"eval_samples_per_second": 12.581,
|
81 |
+
"eval_steps_per_second": 0.264,
|
82 |
+
"eval_wer": 0.3481760313379851,
|
83 |
+
"step": 5015
|
84 |
+
},
|
85 |
+
{
|
86 |
+
"epoch": 6.0,
|
87 |
+
"learning_rate": 9.495166163141995e-05,
|
88 |
+
"loss": 0.326,
|
89 |
+
"step": 6018
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 6.0,
|
93 |
+
"eval_loss": 0.29389986395835876,
|
94 |
+
"eval_runtime": 416.389,
|
95 |
+
"eval_samples_per_second": 11.093,
|
96 |
+
"eval_steps_per_second": 0.233,
|
97 |
+
"eval_wer": 0.33691394295507404,
|
98 |
+
"step": 6018
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 7.0,
|
102 |
+
"learning_rate": 9.394159113796577e-05,
|
103 |
+
"loss": 0.2961,
|
104 |
+
"step": 7021
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 7.0,
|
108 |
+
"eval_loss": 0.28012460470199585,
|
109 |
+
"eval_runtime": 270.2817,
|
110 |
+
"eval_samples_per_second": 17.09,
|
111 |
+
"eval_steps_per_second": 0.359,
|
112 |
+
"eval_wer": 0.3236320235034888,
|
113 |
+
"step": 7021
|
114 |
+
},
|
115 |
+
{
|
116 |
+
"epoch": 8.0,
|
117 |
+
"learning_rate": 9.293152064451159e-05,
|
118 |
+
"loss": 0.2751,
|
119 |
+
"step": 8024
|
120 |
+
},
|
121 |
+
{
|
122 |
+
"epoch": 8.0,
|
123 |
+
"eval_loss": 0.2852382957935333,
|
124 |
+
"eval_runtime": 304.5141,
|
125 |
+
"eval_samples_per_second": 15.168,
|
126 |
+
"eval_steps_per_second": 0.319,
|
127 |
+
"eval_wer": 0.31775615130370916,
|
128 |
+
"step": 8024
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 9.0,
|
132 |
+
"learning_rate": 9.192145015105741e-05,
|
133 |
+
"loss": 0.2561,
|
134 |
+
"step": 9027
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 9.0,
|
138 |
+
"eval_loss": 0.26253288984298706,
|
139 |
+
"eval_runtime": 284.9667,
|
140 |
+
"eval_samples_per_second": 16.209,
|
141 |
+
"eval_steps_per_second": 0.34,
|
142 |
+
"eval_wer": 0.30986044803525525,
|
143 |
+
"step": 9027
|
144 |
+
},
|
145 |
+
{
|
146 |
+
"epoch": 10.0,
|
147 |
+
"learning_rate": 9.091137965760322e-05,
|
148 |
+
"loss": 0.2432,
|
149 |
+
"step": 10030
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 10.0,
|
153 |
+
"eval_loss": 0.2666085958480835,
|
154 |
+
"eval_runtime": 406.9804,
|
155 |
+
"eval_samples_per_second": 11.349,
|
156 |
+
"eval_steps_per_second": 0.238,
|
157 |
+
"eval_wer": 0.30536173338229894,
|
158 |
+
"step": 10030
|
159 |
+
},
|
160 |
+
{
|
161 |
+
"epoch": 11.0,
|
162 |
+
"learning_rate": 8.990130916414905e-05,
|
163 |
+
"loss": 0.2242,
|
164 |
+
"step": 11033
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 11.0,
|
168 |
+
"eval_loss": 0.269761860370636,
|
169 |
+
"eval_runtime": 400.3745,
|
170 |
+
"eval_samples_per_second": 11.537,
|
171 |
+
"eval_steps_per_second": 0.242,
|
172 |
+
"eval_wer": 0.30089362223038313,
|
173 |
+
"step": 11033
|
174 |
+
},
|
175 |
+
{
|
176 |
+
"epoch": 12.0,
|
177 |
+
"learning_rate": 8.889123867069486e-05,
|
178 |
+
"loss": 0.2153,
|
179 |
+
"step": 12036
|
180 |
+
},
|
181 |
+
{
|
182 |
+
"epoch": 12.0,
|
183 |
+
"eval_loss": 0.2758134603500366,
|
184 |
+
"eval_runtime": 389.1981,
|
185 |
+
"eval_samples_per_second": 11.868,
|
186 |
+
"eval_steps_per_second": 0.249,
|
187 |
+
"eval_wer": 0.30067939772309954,
|
188 |
+
"step": 12036
|
189 |
+
},
|
190 |
+
{
|
191 |
+
"epoch": 13.0,
|
192 |
+
"learning_rate": 8.78821752265861e-05,
|
193 |
+
"loss": 0.2036,
|
194 |
+
"step": 13039
|
195 |
+
},
|
196 |
+
{
|
197 |
+
"epoch": 13.0,
|
198 |
+
"eval_loss": 0.2647706866264343,
|
199 |
+
"eval_runtime": 436.7457,
|
200 |
+
"eval_samples_per_second": 10.576,
|
201 |
+
"eval_steps_per_second": 0.222,
|
202 |
+
"eval_wer": 0.29743542661280453,
|
203 |
+
"step": 13039
|
204 |
+
},
|
205 |
+
{
|
206 |
+
"epoch": 14.0,
|
207 |
+
"learning_rate": 8.687210473313193e-05,
|
208 |
+
"loss": 0.1972,
|
209 |
+
"step": 14042
|
210 |
+
},
|
211 |
+
{
|
212 |
+
"epoch": 14.0,
|
213 |
+
"eval_loss": 0.2667146325111389,
|
214 |
+
"eval_runtime": 402.5926,
|
215 |
+
"eval_samples_per_second": 11.473,
|
216 |
+
"eval_steps_per_second": 0.241,
|
217 |
+
"eval_wer": 0.29238584894111885,
|
218 |
+
"step": 14042
|
219 |
+
},
|
220 |
+
{
|
221 |
+
"epoch": 15.0,
|
222 |
+
"learning_rate": 8.586203423967774e-05,
|
223 |
+
"loss": 0.186,
|
224 |
+
"step": 15045
|
225 |
+
},
|
226 |
+
{
|
227 |
+
"epoch": 15.0,
|
228 |
+
"eval_loss": 0.2569558024406433,
|
229 |
+
"eval_runtime": 397.1089,
|
230 |
+
"eval_samples_per_second": 11.632,
|
231 |
+
"eval_steps_per_second": 0.244,
|
232 |
+
"eval_wer": 0.29097808789325497,
|
233 |
+
"step": 15045
|
234 |
+
},
|
235 |
+
{
|
236 |
+
"epoch": 16.0,
|
237 |
+
"learning_rate": 8.485196374622358e-05,
|
238 |
+
"loss": 0.179,
|
239 |
+
"step": 16048
|
240 |
+
},
|
241 |
+
{
|
242 |
+
"epoch": 16.0,
|
243 |
+
"eval_loss": 0.270986944437027,
|
244 |
+
"eval_runtime": 443.1466,
|
245 |
+
"eval_samples_per_second": 10.423,
|
246 |
+
"eval_steps_per_second": 0.219,
|
247 |
+
"eval_wer": 0.289386705839148,
|
248 |
+
"step": 16048
|
249 |
+
},
|
250 |
+
{
|
251 |
+
"epoch": 17.0,
|
252 |
+
"learning_rate": 8.384390735146023e-05,
|
253 |
+
"loss": 0.1721,
|
254 |
+
"step": 17051
|
255 |
+
},
|
256 |
+
{
|
257 |
+
"epoch": 17.0,
|
258 |
+
"eval_loss": 0.2602141797542572,
|
259 |
+
"eval_runtime": 438.2891,
|
260 |
+
"eval_samples_per_second": 10.539,
|
261 |
+
"eval_steps_per_second": 0.221,
|
262 |
+
"eval_wer": 0.2873056677683927,
|
263 |
+
"step": 17051
|
264 |
+
},
|
265 |
+
{
|
266 |
+
"epoch": 18.0,
|
267 |
+
"learning_rate": 8.283383685800604e-05,
|
268 |
+
"loss": 0.1656,
|
269 |
+
"step": 18054
|
270 |
+
},
|
271 |
+
{
|
272 |
+
"epoch": 18.0,
|
273 |
+
"eval_loss": 0.26877614855766296,
|
274 |
+
"eval_runtime": 441.5132,
|
275 |
+
"eval_samples_per_second": 10.462,
|
276 |
+
"eval_steps_per_second": 0.22,
|
277 |
+
"eval_wer": 0.28403109315705716,
|
278 |
+
"step": 18054
|
279 |
+
},
|
280 |
+
{
|
281 |
+
"epoch": 19.0,
|
282 |
+
"learning_rate": 8.182376636455186e-05,
|
283 |
+
"loss": 0.1613,
|
284 |
+
"step": 19057
|
285 |
+
},
|
286 |
+
{
|
287 |
+
"epoch": 19.0,
|
288 |
+
"eval_loss": 0.28074949979782104,
|
289 |
+
"eval_runtime": 481.2314,
|
290 |
+
"eval_samples_per_second": 9.598,
|
291 |
+
"eval_steps_per_second": 0.202,
|
292 |
+
"eval_wer": 0.28369445464561144,
|
293 |
+
"step": 19057
|
294 |
+
},
|
295 |
+
{
|
296 |
+
"epoch": 20.0,
|
297 |
+
"learning_rate": 8.081369587109768e-05,
|
298 |
+
"loss": 0.1546,
|
299 |
+
"step": 20060
|
300 |
+
},
|
301 |
+
{
|
302 |
+
"epoch": 20.0,
|
303 |
+
"eval_loss": 0.26929938793182373,
|
304 |
+
"eval_runtime": 412.4546,
|
305 |
+
"eval_samples_per_second": 11.199,
|
306 |
+
"eval_steps_per_second": 0.235,
|
307 |
+
"eval_wer": 0.2782776349614396,
|
308 |
+
"step": 20060
|
309 |
+
},
|
310 |
+
{
|
311 |
+
"epoch": 21.0,
|
312 |
+
"learning_rate": 7.980463242698892e-05,
|
313 |
+
"loss": 0.1506,
|
314 |
+
"step": 21063
|
315 |
+
},
|
316 |
+
{
|
317 |
+
"epoch": 21.0,
|
318 |
+
"eval_loss": 0.2805509865283966,
|
319 |
+
"eval_runtime": 402.9001,
|
320 |
+
"eval_samples_per_second": 11.464,
|
321 |
+
"eval_steps_per_second": 0.241,
|
322 |
+
"eval_wer": 0.28161341657485617,
|
323 |
+
"step": 21063
|
324 |
+
},
|
325 |
+
{
|
326 |
+
"epoch": 22.0,
|
327 |
+
"learning_rate": 7.879456193353474e-05,
|
328 |
+
"loss": 0.1459,
|
329 |
+
"step": 22066
|
330 |
+
},
|
331 |
+
{
|
332 |
+
"epoch": 22.0,
|
333 |
+
"eval_loss": 0.28382739424705505,
|
334 |
+
"eval_runtime": 393.1186,
|
335 |
+
"eval_samples_per_second": 11.75,
|
336 |
+
"eval_steps_per_second": 0.247,
|
337 |
+
"eval_wer": 0.27885910148120946,
|
338 |
+
"step": 22066
|
339 |
+
},
|
340 |
+
{
|
341 |
+
"epoch": 23.0,
|
342 |
+
"learning_rate": 7.778449144008056e-05,
|
343 |
+
"loss": 0.14,
|
344 |
+
"step": 23069
|
345 |
+
},
|
346 |
+
{
|
347 |
+
"epoch": 23.0,
|
348 |
+
"eval_loss": 0.2746136486530304,
|
349 |
+
"eval_runtime": 425.1655,
|
350 |
+
"eval_samples_per_second": 10.864,
|
351 |
+
"eval_steps_per_second": 0.228,
|
352 |
+
"eval_wer": 0.2754315093646713,
|
353 |
+
"step": 23069
|
354 |
+
},
|
355 |
+
{
|
356 |
+
"epoch": 24.0,
|
357 |
+
"learning_rate": 7.677442094662639e-05,
|
358 |
+
"loss": 0.1367,
|
359 |
+
"step": 24072
|
360 |
+
},
|
361 |
+
{
|
362 |
+
"epoch": 24.0,
|
363 |
+
"eval_loss": 0.2868611514568329,
|
364 |
+
"eval_runtime": 427.1205,
|
365 |
+
"eval_samples_per_second": 10.814,
|
366 |
+
"eval_steps_per_second": 0.227,
|
367 |
+
"eval_wer": 0.27466642183865836,
|
368 |
+
"step": 24072
|
369 |
+
},
|
370 |
+
{
|
371 |
+
"epoch": 25.0,
|
372 |
+
"learning_rate": 7.576435045317221e-05,
|
373 |
+
"loss": 0.1303,
|
374 |
+
"step": 25075
|
375 |
+
},
|
376 |
+
{
|
377 |
+
"epoch": 25.0,
|
378 |
+
"eval_loss": 0.26962676644325256,
|
379 |
+
"eval_runtime": 414.5701,
|
380 |
+
"eval_samples_per_second": 11.142,
|
381 |
+
"eval_steps_per_second": 0.234,
|
382 |
+
"eval_wer": 0.27371771330640227,
|
383 |
+
"step": 25075
|
384 |
+
},
|
385 |
+
{
|
386 |
+
"epoch": 26.0,
|
387 |
+
"learning_rate": 7.475528700906345e-05,
|
388 |
+
"loss": 0.1299,
|
389 |
+
"step": 26078
|
390 |
+
},
|
391 |
+
{
|
392 |
+
"epoch": 26.0,
|
393 |
+
"eval_loss": 0.2933480143547058,
|
394 |
+
"eval_runtime": 423.3941,
|
395 |
+
"eval_samples_per_second": 10.909,
|
396 |
+
"eval_steps_per_second": 0.229,
|
397 |
+
"eval_wer": 0.27429917982617213,
|
398 |
+
"step": 26078
|
399 |
+
},
|
400 |
+
{
|
401 |
+
"epoch": 27.0,
|
402 |
+
"learning_rate": 7.374521651560927e-05,
|
403 |
+
"loss": 0.1241,
|
404 |
+
"step": 27081
|
405 |
+
},
|
406 |
+
{
|
407 |
+
"epoch": 27.0,
|
408 |
+
"eval_loss": 0.2790047824382782,
|
409 |
+
"eval_runtime": 413.5975,
|
410 |
+
"eval_samples_per_second": 11.168,
|
411 |
+
"eval_steps_per_second": 0.235,
|
412 |
+
"eval_wer": 0.27019831068674255,
|
413 |
+
"step": 27081
|
414 |
+
},
|
415 |
+
{
|
416 |
+
"epoch": 28.0,
|
417 |
+
"learning_rate": 7.273615307150052e-05,
|
418 |
+
"loss": 0.122,
|
419 |
+
"step": 28084
|
420 |
+
},
|
421 |
+
{
|
422 |
+
"epoch": 28.0,
|
423 |
+
"eval_loss": 0.29522669315338135,
|
424 |
+
"eval_runtime": 397.9723,
|
425 |
+
"eval_samples_per_second": 11.606,
|
426 |
+
"eval_steps_per_second": 0.244,
|
427 |
+
"eval_wer": 0.27243236626270045,
|
428 |
+
"step": 28084
|
429 |
+
},
|
430 |
+
{
|
431 |
+
"epoch": 29.0,
|
432 |
+
"learning_rate": 7.172708962739174e-05,
|
433 |
+
"loss": 0.1195,
|
434 |
+
"step": 29087
|
435 |
+
},
|
436 |
+
{
|
437 |
+
"epoch": 29.0,
|
438 |
+
"eval_loss": 0.2860444486141205,
|
439 |
+
"eval_runtime": 401.6884,
|
440 |
+
"eval_samples_per_second": 11.499,
|
441 |
+
"eval_steps_per_second": 0.241,
|
442 |
+
"eval_wer": 0.26967805116905375,
|
443 |
+
"step": 29087
|
444 |
+
},
|
445 |
+
{
|
446 |
+
"epoch": 30.0,
|
447 |
+
"learning_rate": 7.071701913393757e-05,
|
448 |
+
"loss": 0.1171,
|
449 |
+
"step": 30090
|
450 |
+
},
|
451 |
+
{
|
452 |
+
"epoch": 30.0,
|
453 |
+
"eval_loss": 0.30656594038009644,
|
454 |
+
"eval_runtime": 400.5872,
|
455 |
+
"eval_samples_per_second": 11.531,
|
456 |
+
"eval_steps_per_second": 0.242,
|
457 |
+
"eval_wer": 0.27148365773044436,
|
458 |
+
"step": 30090
|
459 |
+
},
|
460 |
+
{
|
461 |
+
"epoch": 31.0,
|
462 |
+
"learning_rate": 6.970694864048339e-05,
|
463 |
+
"loss": 0.1131,
|
464 |
+
"step": 31093
|
465 |
+
},
|
466 |
+
{
|
467 |
+
"epoch": 31.0,
|
468 |
+
"eval_loss": 0.3087522089481354,
|
469 |
+
"eval_runtime": 410.4211,
|
470 |
+
"eval_samples_per_second": 11.254,
|
471 |
+
"eval_steps_per_second": 0.236,
|
472 |
+
"eval_wer": 0.26646468355979924,
|
473 |
+
"step": 31093
|
474 |
+
},
|
475 |
+
{
|
476 |
+
"epoch": 32.0,
|
477 |
+
"learning_rate": 6.869687814702921e-05,
|
478 |
+
"loss": 0.1111,
|
479 |
+
"step": 32096
|
480 |
+
},
|
481 |
+
{
|
482 |
+
"epoch": 32.0,
|
483 |
+
"eval_loss": 0.305497407913208,
|
484 |
+
"eval_runtime": 397.2313,
|
485 |
+
"eval_samples_per_second": 11.628,
|
486 |
+
"eval_steps_per_second": 0.244,
|
487 |
+
"eval_wer": 0.26823968662014935,
|
488 |
+
"step": 32096
|
489 |
+
},
|
490 |
+
{
|
491 |
+
"epoch": 33.0,
|
492 |
+
"learning_rate": 6.768680765357503e-05,
|
493 |
+
"loss": 0.1081,
|
494 |
+
"step": 33099
|
495 |
+
},
|
496 |
+
{
|
497 |
+
"epoch": 33.0,
|
498 |
+
"eval_loss": 0.3094805181026459,
|
499 |
+
"eval_runtime": 398.4287,
|
500 |
+
"eval_samples_per_second": 11.593,
|
501 |
+
"eval_steps_per_second": 0.243,
|
502 |
+
"eval_wer": 0.2667401150691639,
|
503 |
+
"step": 33099
|
504 |
+
},
|
505 |
+
{
|
506 |
+
"epoch": 34.0,
|
507 |
+
"learning_rate": 6.667673716012085e-05,
|
508 |
+
"loss": 0.106,
|
509 |
+
"step": 34102
|
510 |
+
},
|
511 |
+
{
|
512 |
+
"epoch": 34.0,
|
513 |
+
"eval_loss": 0.31470388174057007,
|
514 |
+
"eval_runtime": 394.7251,
|
515 |
+
"eval_samples_per_second": 11.702,
|
516 |
+
"eval_steps_per_second": 0.246,
|
517 |
+
"eval_wer": 0.2654241645244216,
|
518 |
+
"step": 34102
|
519 |
+
},
|
520 |
+
{
|
521 |
+
"epoch": 35.0,
|
522 |
+
"learning_rate": 6.566666666666666e-05,
|
523 |
+
"loss": 0.1023,
|
524 |
+
"step": 35105
|
525 |
+
},
|
526 |
+
{
|
527 |
+
"epoch": 35.0,
|
528 |
+
"eval_loss": 0.32143208384513855,
|
529 |
+
"eval_runtime": 406.2767,
|
530 |
+
"eval_samples_per_second": 11.369,
|
531 |
+
"eval_steps_per_second": 0.239,
|
532 |
+
"eval_wer": 0.2643530419880034,
|
533 |
+
"step": 35105
|
534 |
+
},
|
535 |
+
{
|
536 |
+
"epoch": 36.0,
|
537 |
+
"learning_rate": 6.46565961732125e-05,
|
538 |
+
"loss": 0.1031,
|
539 |
+
"step": 36108
|
540 |
+
},
|
541 |
+
{
|
542 |
+
"epoch": 36.0,
|
543 |
+
"eval_loss": 0.3046073317527771,
|
544 |
+
"eval_runtime": 414.3275,
|
545 |
+
"eval_samples_per_second": 11.148,
|
546 |
+
"eval_steps_per_second": 0.234,
|
547 |
+
"eval_wer": 0.26306769494430166,
|
548 |
+
"step": 36108
|
549 |
+
},
|
550 |
+
{
|
551 |
+
"epoch": 37.0,
|
552 |
+
"learning_rate": 6.364853977844915e-05,
|
553 |
+
"loss": 0.1008,
|
554 |
+
"step": 37111
|
555 |
+
},
|
556 |
+
{
|
557 |
+
"epoch": 37.0,
|
558 |
+
"eval_loss": 0.3285815715789795,
|
559 |
+
"eval_runtime": 474.4359,
|
560 |
+
"eval_samples_per_second": 9.736,
|
561 |
+
"eval_steps_per_second": 0.204,
|
562 |
+
"eval_wer": 0.2653323540213,
|
563 |
+
"step": 37111
|
564 |
+
},
|
565 |
+
{
|
566 |
+
"epoch": 38.0,
|
567 |
+
"learning_rate": 6.263846928499497e-05,
|
568 |
+
"loss": 0.0977,
|
569 |
+
"step": 38114
|
570 |
+
},
|
571 |
+
{
|
572 |
+
"epoch": 38.0,
|
573 |
+
"eval_loss": 0.2976115047931671,
|
574 |
+
"eval_runtime": 433.6527,
|
575 |
+
"eval_samples_per_second": 10.651,
|
576 |
+
"eval_steps_per_second": 0.224,
|
577 |
+
"eval_wer": 0.2623638144203697,
|
578 |
+
"step": 38114
|
579 |
+
},
|
580 |
+
{
|
581 |
+
"epoch": 39.0,
|
582 |
+
"learning_rate": 6.162839879154079e-05,
|
583 |
+
"loss": 0.0951,
|
584 |
+
"step": 39117
|
585 |
+
},
|
586 |
+
{
|
587 |
+
"epoch": 39.0,
|
588 |
+
"eval_loss": 0.3340004086494446,
|
589 |
+
"eval_runtime": 479.8072,
|
590 |
+
"eval_samples_per_second": 9.627,
|
591 |
+
"eval_steps_per_second": 0.202,
|
592 |
+
"eval_wer": 0.26282286693597745,
|
593 |
+
"step": 39117
|
594 |
+
},
|
595 |
+
{
|
596 |
+
"epoch": 40.0,
|
597 |
+
"learning_rate": 6.0618328298086614e-05,
|
598 |
+
"loss": 0.0923,
|
599 |
+
"step": 40120
|
600 |
+
},
|
601 |
+
{
|
602 |
+
"epoch": 40.0,
|
603 |
+
"eval_loss": 0.3238993287086487,
|
604 |
+
"eval_runtime": 375.954,
|
605 |
+
"eval_samples_per_second": 12.286,
|
606 |
+
"eval_steps_per_second": 0.258,
|
607 |
+
"eval_wer": 0.26407761047863876,
|
608 |
+
"step": 40120
|
609 |
+
},
|
610 |
+
{
|
611 |
+
"epoch": 41.0,
|
612 |
+
"learning_rate": 5.960926485397785e-05,
|
613 |
+
"loss": 0.0931,
|
614 |
+
"step": 41123
|
615 |
+
},
|
616 |
+
{
|
617 |
+
"epoch": 41.0,
|
618 |
+
"eval_loss": 0.3135124444961548,
|
619 |
+
"eval_runtime": 457.0228,
|
620 |
+
"eval_samples_per_second": 10.107,
|
621 |
+
"eval_steps_per_second": 0.212,
|
622 |
+
"eval_wer": 0.2601909658464928,
|
623 |
+
"step": 41123
|
624 |
+
},
|
625 |
+
{
|
626 |
+
"epoch": 42.0,
|
627 |
+
"learning_rate": 5.860020140986908e-05,
|
628 |
+
"loss": 0.0902,
|
629 |
+
"step": 42126
|
630 |
+
},
|
631 |
+
{
|
632 |
+
"epoch": 42.0,
|
633 |
+
"eval_loss": 0.3057383894920349,
|
634 |
+
"eval_runtime": 459.7321,
|
635 |
+
"eval_samples_per_second": 10.047,
|
636 |
+
"eval_steps_per_second": 0.211,
|
637 |
+
"eval_wer": 0.25957889582568244,
|
638 |
+
"step": 42126
|
639 |
+
},
|
640 |
+
{
|
641 |
+
"epoch": 43.0,
|
642 |
+
"learning_rate": 5.759013091641491e-05,
|
643 |
+
"loss": 0.0899,
|
644 |
+
"step": 43129
|
645 |
+
},
|
646 |
+
{
|
647 |
+
"epoch": 43.0,
|
648 |
+
"eval_loss": 0.3292476534843445,
|
649 |
+
"eval_runtime": 439.0502,
|
650 |
+
"eval_samples_per_second": 10.52,
|
651 |
+
"eval_steps_per_second": 0.221,
|
652 |
+
"eval_wer": 0.26068062186314117,
|
653 |
+
"step": 43129
|
654 |
+
},
|
655 |
+
{
|
656 |
+
"epoch": 44.0,
|
657 |
+
"learning_rate": 5.658106747230615e-05,
|
658 |
+
"loss": 0.0873,
|
659 |
+
"step": 44132
|
660 |
+
},
|
661 |
+
{
|
662 |
+
"epoch": 44.0,
|
663 |
+
"eval_loss": 0.3199455142021179,
|
664 |
+
"eval_runtime": 360.0807,
|
665 |
+
"eval_samples_per_second": 12.828,
|
666 |
+
"eval_steps_per_second": 0.269,
|
667 |
+
"eval_wer": 0.2638633859713551,
|
668 |
+
"step": 44132
|
669 |
+
},
|
670 |
+
{
|
671 |
+
"epoch": 45.0,
|
672 |
+
"learning_rate": 5.5570996978851965e-05,
|
673 |
+
"loss": 0.0856,
|
674 |
+
"step": 45135
|
675 |
+
},
|
676 |
+
{
|
677 |
+
"epoch": 45.0,
|
678 |
+
"eval_loss": 0.33823832869529724,
|
679 |
+
"eval_runtime": 343.4666,
|
680 |
+
"eval_samples_per_second": 13.448,
|
681 |
+
"eval_steps_per_second": 0.282,
|
682 |
+
"eval_wer": 0.2601909658464928,
|
683 |
+
"step": 45135
|
684 |
+
},
|
685 |
+
{
|
686 |
+
"epoch": 46.0,
|
687 |
+
"learning_rate": 5.45619335347432e-05,
|
688 |
+
"loss": 0.084,
|
689 |
+
"step": 46138
|
690 |
+
},
|
691 |
+
{
|
692 |
+
"epoch": 46.0,
|
693 |
+
"eval_loss": 0.33022576570510864,
|
694 |
+
"eval_runtime": 342.0224,
|
695 |
+
"eval_samples_per_second": 13.505,
|
696 |
+
"eval_steps_per_second": 0.284,
|
697 |
+
"eval_wer": 0.25795691027053497,
|
698 |
+
"step": 46138
|
699 |
+
},
|
700 |
+
{
|
701 |
+
"epoch": 47.0,
|
702 |
+
"learning_rate": 5.355186304128903e-05,
|
703 |
+
"loss": 0.0815,
|
704 |
+
"step": 47141
|
705 |
+
},
|
706 |
+
{
|
707 |
+
"epoch": 47.0,
|
708 |
+
"eval_loss": 0.32415875792503357,
|
709 |
+
"eval_runtime": 344.3556,
|
710 |
+
"eval_samples_per_second": 13.413,
|
711 |
+
"eval_steps_per_second": 0.282,
|
712 |
+
"eval_wer": 0.26098665687354633,
|
713 |
+
"step": 47141
|
714 |
+
},
|
715 |
+
{
|
716 |
+
"epoch": 48.0,
|
717 |
+
"learning_rate": 5.2541792547834846e-05,
|
718 |
+
"loss": 0.0815,
|
719 |
+
"step": 48144
|
720 |
+
},
|
721 |
+
{
|
722 |
+
"epoch": 48.0,
|
723 |
+
"eval_loss": 0.3343857526779175,
|
724 |
+
"eval_runtime": 343.7802,
|
725 |
+
"eval_samples_per_second": 13.436,
|
726 |
+
"eval_steps_per_second": 0.282,
|
727 |
+
"eval_wer": 0.2582629452809401,
|
728 |
+
"step": 48144
|
729 |
+
},
|
730 |
+
{
|
731 |
+
"epoch": 49.0,
|
732 |
+
"learning_rate": 5.1532729103726084e-05,
|
733 |
+
"loss": 0.0785,
|
734 |
+
"step": 49147
|
735 |
+
},
|
736 |
+
{
|
737 |
+
"epoch": 49.0,
|
738 |
+
"eval_loss": 0.34900155663490295,
|
739 |
+
"eval_runtime": 343.1634,
|
740 |
+
"eval_samples_per_second": 13.46,
|
741 |
+
"eval_steps_per_second": 0.283,
|
742 |
+
"eval_wer": 0.25798751377157547,
|
743 |
+
"step": 49147
|
744 |
+
},
|
745 |
+
{
|
746 |
+
"epoch": 50.0,
|
747 |
+
"learning_rate": 5.052265861027191e-05,
|
748 |
+
"loss": 0.0777,
|
749 |
+
"step": 50150
|
750 |
+
},
|
751 |
+
{
|
752 |
+
"epoch": 50.0,
|
753 |
+
"eval_loss": 0.34195998311042786,
|
754 |
+
"eval_runtime": 299.1953,
|
755 |
+
"eval_samples_per_second": 15.438,
|
756 |
+
"eval_steps_per_second": 0.324,
|
757 |
+
"eval_wer": 0.2567633737299547,
|
758 |
+
"step": 50150
|
759 |
+
},
|
760 |
+
{
|
761 |
+
"epoch": 51.0,
|
762 |
+
"learning_rate": 4.951258811681773e-05,
|
763 |
+
"loss": 0.0769,
|
764 |
+
"step": 51153
|
765 |
+
},
|
766 |
+
{
|
767 |
+
"epoch": 51.0,
|
768 |
+
"eval_loss": 0.33568263053894043,
|
769 |
+
"eval_runtime": 342.9594,
|
770 |
+
"eval_samples_per_second": 13.468,
|
771 |
+
"eval_steps_per_second": 0.283,
|
772 |
+
"eval_wer": 0.25716121924348145,
|
773 |
+
"step": 51153
|
774 |
+
},
|
775 |
+
{
|
776 |
+
"epoch": 52.0,
|
777 |
+
"learning_rate": 4.8503524672708965e-05,
|
778 |
+
"loss": 0.0775,
|
779 |
+
"step": 52156
|
780 |
+
},
|
781 |
+
{
|
782 |
+
"epoch": 52.0,
|
783 |
+
"eval_loss": 0.32406118512153625,
|
784 |
+
"eval_runtime": 315.6469,
|
785 |
+
"eval_samples_per_second": 14.633,
|
786 |
+
"eval_steps_per_second": 0.307,
|
787 |
+
"eval_wer": 0.2555698371893745,
|
788 |
+
"step": 52156
|
789 |
+
},
|
790 |
+
{
|
791 |
+
"epoch": 53.0,
|
792 |
+
"learning_rate": 4.749345417925479e-05,
|
793 |
+
"loss": 0.0751,
|
794 |
+
"step": 53159
|
795 |
+
},
|
796 |
+
{
|
797 |
+
"epoch": 53.0,
|
798 |
+
"eval_loss": 0.3319285213947296,
|
799 |
+
"eval_runtime": 350.258,
|
800 |
+
"eval_samples_per_second": 13.187,
|
801 |
+
"eval_steps_per_second": 0.277,
|
802 |
+
"eval_wer": 0.25670216672787366,
|
803 |
+
"step": 53159
|
804 |
+
},
|
805 |
+
{
|
806 |
+
"epoch": 54.0,
|
807 |
+
"learning_rate": 4.6484390735146025e-05,
|
808 |
+
"loss": 0.0745,
|
809 |
+
"step": 54162
|
810 |
+
},
|
811 |
+
{
|
812 |
+
"epoch": 54.0,
|
813 |
+
"eval_loss": 0.34319552779197693,
|
814 |
+
"eval_runtime": 461.2436,
|
815 |
+
"eval_samples_per_second": 10.014,
|
816 |
+
"eval_steps_per_second": 0.21,
|
817 |
+
"eval_wer": 0.25440690414983474,
|
818 |
+
"step": 54162
|
819 |
+
},
|
820 |
+
{
|
821 |
+
"epoch": 55.0,
|
822 |
+
"learning_rate": 4.547432024169184e-05,
|
823 |
+
"loss": 0.0731,
|
824 |
+
"step": 55165
|
825 |
+
},
|
826 |
+
{
|
827 |
+
"epoch": 55.0,
|
828 |
+
"eval_loss": 0.340921550989151,
|
829 |
+
"eval_runtime": 375.608,
|
830 |
+
"eval_samples_per_second": 12.297,
|
831 |
+
"eval_steps_per_second": 0.258,
|
832 |
+
"eval_wer": 0.25575345819561757,
|
833 |
+
"step": 55165
|
834 |
+
},
|
835 |
+
{
|
836 |
+
"epoch": 56.0,
|
837 |
+
"learning_rate": 4.446424974823767e-05,
|
838 |
+
"loss": 0.0725,
|
839 |
+
"step": 56168
|
840 |
+
},
|
841 |
+
{
|
842 |
+
"epoch": 56.0,
|
843 |
+
"eval_loss": 0.35223615169525146,
|
844 |
+
"eval_runtime": 356.2173,
|
845 |
+
"eval_samples_per_second": 12.967,
|
846 |
+
"eval_steps_per_second": 0.272,
|
847 |
+
"eval_wer": 0.255661647692496,
|
848 |
+
"step": 56168
|
849 |
+
},
|
850 |
+
{
|
851 |
+
"epoch": 57.0,
|
852 |
+
"learning_rate": 4.345417925478349e-05,
|
853 |
+
"loss": 0.0712,
|
854 |
+
"step": 57171
|
855 |
+
},
|
856 |
+
{
|
857 |
+
"epoch": 57.0,
|
858 |
+
"eval_loss": 0.35607481002807617,
|
859 |
+
"eval_runtime": 336.6291,
|
860 |
+
"eval_samples_per_second": 13.721,
|
861 |
+
"eval_steps_per_second": 0.288,
|
862 |
+
"eval_wer": 0.2550495776716856,
|
863 |
+
"step": 57171
|
864 |
+
},
|
865 |
+
{
|
866 |
+
"epoch": 58.0,
|
867 |
+
"learning_rate": 4.244410876132931e-05,
|
868 |
+
"loss": 0.0703,
|
869 |
+
"step": 58174
|
870 |
+
},
|
871 |
+
{
|
872 |
+
"epoch": 58.0,
|
873 |
+
"eval_loss": 0.34993934631347656,
|
874 |
+
"eval_runtime": 338.604,
|
875 |
+
"eval_samples_per_second": 13.641,
|
876 |
+
"eval_steps_per_second": 0.286,
|
877 |
+
"eval_wer": 0.2562737177133064,
|
878 |
+
"step": 58174
|
879 |
+
},
|
880 |
+
{
|
881 |
+
"epoch": 59.0,
|
882 |
+
"learning_rate": 4.143403826787513e-05,
|
883 |
+
"loss": 0.0689,
|
884 |
+
"step": 59177
|
885 |
+
},
|
886 |
+
{
|
887 |
+
"epoch": 59.0,
|
888 |
+
"eval_loss": 0.35656341910362244,
|
889 |
+
"eval_runtime": 282.9543,
|
890 |
+
"eval_samples_per_second": 16.324,
|
891 |
+
"eval_steps_per_second": 0.343,
|
892 |
+
"eval_wer": 0.25489656016648304,
|
893 |
+
"step": 59177
|
894 |
+
},
|
895 |
+
{
|
896 |
+
"epoch": 60.0,
|
897 |
+
"learning_rate": 4.0424974823766364e-05,
|
898 |
+
"loss": 0.0667,
|
899 |
+
"step": 60180
|
900 |
+
},
|
901 |
+
{
|
902 |
+
"epoch": 60.0,
|
903 |
+
"eval_loss": 0.35375431180000305,
|
904 |
+
"eval_runtime": 291.8817,
|
905 |
+
"eval_samples_per_second": 15.825,
|
906 |
+
"eval_steps_per_second": 0.332,
|
907 |
+
"eval_wer": 0.2550495776716856,
|
908 |
+
"step": 60180
|
909 |
+
},
|
910 |
+
{
|
911 |
+
"epoch": 61.0,
|
912 |
+
"learning_rate": 3.9414904330312185e-05,
|
913 |
+
"loss": 0.0665,
|
914 |
+
"step": 61183
|
915 |
+
},
|
916 |
+
{
|
917 |
+
"epoch": 61.0,
|
918 |
+
"eval_loss": 0.3356081545352936,
|
919 |
+
"eval_runtime": 356.5563,
|
920 |
+
"eval_samples_per_second": 12.954,
|
921 |
+
"eval_steps_per_second": 0.272,
|
922 |
+
"eval_wer": 0.2545293181539968,
|
923 |
+
"step": 61183
|
924 |
+
},
|
925 |
+
{
|
926 |
+
"epoch": 62.0,
|
927 |
+
"learning_rate": 3.8405840886203424e-05,
|
928 |
+
"loss": 0.0662,
|
929 |
+
"step": 62186
|
930 |
+
},
|
931 |
+
{
|
932 |
+
"epoch": 62.0,
|
933 |
+
"eval_loss": 0.347979873418808,
|
934 |
+
"eval_runtime": 337.8069,
|
935 |
+
"eval_samples_per_second": 13.673,
|
936 |
+
"eval_steps_per_second": 0.287,
|
937 |
+
"eval_wer": 0.2541314726404701,
|
938 |
+
"step": 62186
|
939 |
+
},
|
940 |
+
{
|
941 |
+
"epoch": 63.0,
|
942 |
+
"learning_rate": 3.7395770392749245e-05,
|
943 |
+
"loss": 0.0653,
|
944 |
+
"step": 63189
|
945 |
+
},
|
946 |
+
{
|
947 |
+
"epoch": 63.0,
|
948 |
+
"eval_loss": 0.34537407755851746,
|
949 |
+
"eval_runtime": 361.1194,
|
950 |
+
"eval_samples_per_second": 12.791,
|
951 |
+
"eval_steps_per_second": 0.269,
|
952 |
+
"eval_wer": 0.2513771575468234,
|
953 |
+
"step": 63189
|
954 |
+
},
|
955 |
+
{
|
956 |
+
"epoch": 64.0,
|
957 |
+
"learning_rate": 3.6386706948640483e-05,
|
958 |
+
"loss": 0.0633,
|
959 |
+
"step": 64192
|
960 |
+
},
|
961 |
+
{
|
962 |
+
"epoch": 64.0,
|
963 |
+
"eval_loss": 0.36930787563323975,
|
964 |
+
"eval_runtime": 342.2873,
|
965 |
+
"eval_samples_per_second": 13.495,
|
966 |
+
"eval_steps_per_second": 0.283,
|
967 |
+
"eval_wer": 0.25220345207491734,
|
968 |
+
"step": 64192
|
969 |
+
},
|
970 |
+
{
|
971 |
+
"epoch": 65.0,
|
972 |
+
"learning_rate": 3.5376636455186305e-05,
|
973 |
+
"loss": 0.0632,
|
974 |
+
"step": 65195
|
975 |
+
},
|
976 |
+
{
|
977 |
+
"epoch": 65.0,
|
978 |
+
"eval_loss": 0.36128777265548706,
|
979 |
+
"eval_runtime": 361.0289,
|
980 |
+
"eval_samples_per_second": 12.794,
|
981 |
+
"eval_steps_per_second": 0.269,
|
982 |
+
"eval_wer": 0.254009058636308,
|
983 |
+
"step": 65195
|
984 |
+
},
|
985 |
+
{
|
986 |
+
"epoch": 66.0,
|
987 |
+
"learning_rate": 3.4366565961732126e-05,
|
988 |
+
"loss": 0.0615,
|
989 |
+
"step": 66198
|
990 |
+
},
|
991 |
+
{
|
992 |
+
"epoch": 66.0,
|
993 |
+
"eval_loss": 0.3568029999732971,
|
994 |
+
"eval_runtime": 343.0543,
|
995 |
+
"eval_samples_per_second": 13.464,
|
996 |
+
"eval_steps_per_second": 0.283,
|
997 |
+
"eval_wer": 0.25211164157179583,
|
998 |
+
"step": 66198
|
999 |
+
},
|
1000 |
+
{
|
1001 |
+
"epoch": 67.0,
|
1002 |
+
"learning_rate": 3.3357502517623365e-05,
|
1003 |
+
"loss": 0.0618,
|
1004 |
+
"step": 67201
|
1005 |
+
},
|
1006 |
+
{
|
1007 |
+
"epoch": 67.0,
|
1008 |
+
"eval_loss": 0.3640798032283783,
|
1009 |
+
"eval_runtime": 350.9436,
|
1010 |
+
"eval_samples_per_second": 13.162,
|
1011 |
+
"eval_steps_per_second": 0.276,
|
1012 |
+
"eval_wer": 0.2523258660790794,
|
1013 |
+
"step": 67201
|
1014 |
+
},
|
1015 |
+
{
|
1016 |
+
"epoch": 68.0,
|
1017 |
+
"learning_rate": 3.2347432024169186e-05,
|
1018 |
+
"loss": 0.0609,
|
1019 |
+
"step": 68204
|
1020 |
+
},
|
1021 |
+
{
|
1022 |
+
"epoch": 68.0,
|
1023 |
+
"eval_loss": 0.36202770471572876,
|
1024 |
+
"eval_runtime": 325.6728,
|
1025 |
+
"eval_samples_per_second": 14.183,
|
1026 |
+
"eval_steps_per_second": 0.298,
|
1027 |
+
"eval_wer": 0.25293793609988985,
|
1028 |
+
"step": 68204
|
1029 |
+
},
|
1030 |
+
{
|
1031 |
+
"epoch": 69.0,
|
1032 |
+
"learning_rate": 3.133736153071501e-05,
|
1033 |
+
"loss": 0.0594,
|
1034 |
+
"step": 69207
|
1035 |
+
},
|
1036 |
+
{
|
1037 |
+
"epoch": 69.0,
|
1038 |
+
"eval_loss": 0.3554952144622803,
|
1039 |
+
"eval_runtime": 322.2715,
|
1040 |
+
"eval_samples_per_second": 14.333,
|
1041 |
+
"eval_steps_per_second": 0.301,
|
1042 |
+
"eval_wer": 0.25205043456971477,
|
1043 |
+
"step": 69207
|
1044 |
+
},
|
1045 |
+
{
|
1046 |
+
"epoch": 70.0,
|
1047 |
+
"learning_rate": 3.0328298086606243e-05,
|
1048 |
+
"loss": 0.0594,
|
1049 |
+
"step": 70210
|
1050 |
+
},
|
1051 |
+
{
|
1052 |
+
"epoch": 70.0,
|
1053 |
+
"eval_loss": 0.35941246151924133,
|
1054 |
+
"eval_runtime": 323.1251,
|
1055 |
+
"eval_samples_per_second": 14.295,
|
1056 |
+
"eval_steps_per_second": 0.3,
|
1057 |
+
"eval_wer": 0.25208103807075527,
|
1058 |
+
"step": 70210
|
1059 |
+
},
|
1060 |
+
{
|
1061 |
+
"epoch": 71.0,
|
1062 |
+
"learning_rate": 2.9318227593152064e-05,
|
1063 |
+
"loss": 0.0598,
|
1064 |
+
"step": 71213
|
1065 |
+
},
|
1066 |
+
{
|
1067 |
+
"epoch": 71.0,
|
1068 |
+
"eval_loss": 0.35894548892974854,
|
1069 |
+
"eval_runtime": 348.1512,
|
1070 |
+
"eval_samples_per_second": 13.267,
|
1071 |
+
"eval_steps_per_second": 0.279,
|
1072 |
+
"eval_wer": 0.25067327702289144,
|
1073 |
+
"step": 71213
|
1074 |
+
},
|
1075 |
+
{
|
1076 |
+
"epoch": 72.0,
|
1077 |
+
"learning_rate": 2.8308157099697885e-05,
|
1078 |
+
"loss": 0.0579,
|
1079 |
+
"step": 72216
|
1080 |
+
},
|
1081 |
+
{
|
1082 |
+
"epoch": 72.0,
|
1083 |
+
"eval_loss": 0.34253111481666565,
|
1084 |
+
"eval_runtime": 354.641,
|
1085 |
+
"eval_samples_per_second": 13.024,
|
1086 |
+
"eval_steps_per_second": 0.274,
|
1087 |
+
"eval_wer": 0.25119353654058024,
|
1088 |
+
"step": 72216
|
1089 |
+
},
|
1090 |
+
{
|
1091 |
+
"epoch": 73.0,
|
1092 |
+
"learning_rate": 2.7299093655589124e-05,
|
1093 |
+
"loss": 0.0582,
|
1094 |
+
"step": 73219
|
1095 |
+
},
|
1096 |
+
{
|
1097 |
+
"epoch": 73.0,
|
1098 |
+
"eval_loss": 0.35133859515190125,
|
1099 |
+
"eval_runtime": 330.0079,
|
1100 |
+
"eval_samples_per_second": 13.997,
|
1101 |
+
"eval_steps_per_second": 0.294,
|
1102 |
+
"eval_wer": 0.24917370547190598,
|
1103 |
+
"step": 73219
|
1104 |
+
},
|
1105 |
+
{
|
1106 |
+
"epoch": 74.0,
|
1107 |
+
"learning_rate": 2.6289023162134945e-05,
|
1108 |
+
"loss": 0.0575,
|
1109 |
+
"step": 74222
|
1110 |
+
},
|
1111 |
+
{
|
1112 |
+
"epoch": 74.0,
|
1113 |
+
"eval_loss": 0.36137738823890686,
|
1114 |
+
"eval_runtime": 330.3739,
|
1115 |
+
"eval_samples_per_second": 13.981,
|
1116 |
+
"eval_steps_per_second": 0.294,
|
1117 |
+
"eval_wer": 0.25156077855306647,
|
1118 |
+
"step": 74222
|
1119 |
+
},
|
1120 |
+
{
|
1121 |
+
"epoch": 75.0,
|
1122 |
+
"learning_rate": 2.5278952668680767e-05,
|
1123 |
+
"loss": 0.0569,
|
1124 |
+
"step": 75225
|
1125 |
+
},
|
1126 |
+
{
|
1127 |
+
"epoch": 75.0,
|
1128 |
+
"eval_loss": 0.36236804723739624,
|
1129 |
+
"eval_runtime": 316.6665,
|
1130 |
+
"eval_samples_per_second": 14.586,
|
1131 |
+
"eval_steps_per_second": 0.306,
|
1132 |
+
"eval_wer": 0.24947974048231117,
|
1133 |
+
"step": 75225
|
1134 |
+
},
|
1135 |
+
{
|
1136 |
+
"epoch": 76.0,
|
1137 |
+
"learning_rate": 2.4269889224572005e-05,
|
1138 |
+
"loss": 0.0558,
|
1139 |
+
"step": 76228
|
1140 |
+
},
|
1141 |
+
{
|
1142 |
+
"epoch": 76.0,
|
1143 |
+
"eval_loss": 0.3634468615055084,
|
1144 |
+
"eval_runtime": 319.3864,
|
1145 |
+
"eval_samples_per_second": 14.462,
|
1146 |
+
"eval_steps_per_second": 0.304,
|
1147 |
+
"eval_wer": 0.24908189496878444,
|
1148 |
+
"step": 76228
|
1149 |
+
},
|
1150 |
+
{
|
1151 |
+
"epoch": 77.0,
|
1152 |
+
"learning_rate": 2.3259818731117823e-05,
|
1153 |
+
"loss": 0.0556,
|
1154 |
+
"step": 77231
|
1155 |
+
},
|
1156 |
+
{
|
1157 |
+
"epoch": 77.0,
|
1158 |
+
"eval_loss": 0.3610389530658722,
|
1159 |
+
"eval_runtime": 350.196,
|
1160 |
+
"eval_samples_per_second": 13.19,
|
1161 |
+
"eval_steps_per_second": 0.277,
|
1162 |
+
"eval_wer": 0.248408617945893,
|
1163 |
+
"step": 77231
|
1164 |
+
},
|
1165 |
+
{
|
1166 |
+
"epoch": 78.0,
|
1167 |
+
"learning_rate": 2.2249748237663648e-05,
|
1168 |
+
"loss": 0.0548,
|
1169 |
+
"step": 78234
|
1170 |
+
},
|
1171 |
+
{
|
1172 |
+
"epoch": 78.0,
|
1173 |
+
"eval_loss": 0.3590007722377777,
|
1174 |
+
"eval_runtime": 341.784,
|
1175 |
+
"eval_samples_per_second": 13.514,
|
1176 |
+
"eval_steps_per_second": 0.284,
|
1177 |
+
"eval_wer": 0.24657240788346188,
|
1178 |
+
"step": 78234
|
1179 |
+
},
|
1180 |
+
{
|
1181 |
+
"epoch": 79.0,
|
1182 |
+
"learning_rate": 2.123967774420947e-05,
|
1183 |
+
"loss": 0.0528,
|
1184 |
+
"step": 79237
|
1185 |
+
},
|
1186 |
+
{
|
1187 |
+
"epoch": 79.0,
|
1188 |
+
"eval_loss": 0.3674350678920746,
|
1189 |
+
"eval_runtime": 327.8795,
|
1190 |
+
"eval_samples_per_second": 14.087,
|
1191 |
+
"eval_steps_per_second": 0.296,
|
1192 |
+
"eval_wer": 0.248408617945893,
|
1193 |
+
"step": 79237
|
1194 |
+
},
|
1195 |
+
{
|
1196 |
+
"epoch": 80.0,
|
1197 |
+
"learning_rate": 2.0230614300100704e-05,
|
1198 |
+
"loss": 0.0521,
|
1199 |
+
"step": 80240
|
1200 |
+
},
|
1201 |
+
{
|
1202 |
+
"epoch": 80.0,
|
1203 |
+
"eval_loss": 0.3592623770236969,
|
1204 |
+
"eval_runtime": 329.3838,
|
1205 |
+
"eval_samples_per_second": 14.023,
|
1206 |
+
"eval_steps_per_second": 0.294,
|
1207 |
+
"eval_wer": 0.2469702533969886,
|
1208 |
+
"step": 80240
|
1209 |
+
},
|
1210 |
+
{
|
1211 |
+
"epoch": 81.0,
|
1212 |
+
"learning_rate": 1.9221550855991943e-05,
|
1213 |
+
"loss": 0.0532,
|
1214 |
+
"step": 81243
|
1215 |
+
},
|
1216 |
+
{
|
1217 |
+
"epoch": 81.0,
|
1218 |
+
"eval_loss": 0.370604932308197,
|
1219 |
+
"eval_runtime": 303.5979,
|
1220 |
+
"eval_samples_per_second": 15.214,
|
1221 |
+
"eval_steps_per_second": 0.32,
|
1222 |
+
"eval_wer": 0.24947974048231117,
|
1223 |
+
"step": 81243
|
1224 |
+
},
|
1225 |
+
{
|
1226 |
+
"epoch": 82.0,
|
1227 |
+
"learning_rate": 1.8211480362537764e-05,
|
1228 |
+
"loss": 0.0517,
|
1229 |
+
"step": 82246
|
1230 |
+
},
|
1231 |
+
{
|
1232 |
+
"epoch": 82.0,
|
1233 |
+
"eval_loss": 0.37441593408584595,
|
1234 |
+
"eval_runtime": 316.1258,
|
1235 |
+
"eval_samples_per_second": 14.611,
|
1236 |
+
"eval_steps_per_second": 0.307,
|
1237 |
+
"eval_wer": 0.24975517199167585,
|
1238 |
+
"step": 82246
|
1239 |
+
},
|
1240 |
+
{
|
1241 |
+
"epoch": 83.0,
|
1242 |
+
"learning_rate": 1.7201409869083586e-05,
|
1243 |
+
"loss": 0.0516,
|
1244 |
+
"step": 83249
|
1245 |
+
},
|
1246 |
+
{
|
1247 |
+
"epoch": 83.0,
|
1248 |
+
"eval_loss": 0.3725976347923279,
|
1249 |
+
"eval_runtime": 353.3018,
|
1250 |
+
"eval_samples_per_second": 13.074,
|
1251 |
+
"eval_steps_per_second": 0.275,
|
1252 |
+
"eval_wer": 0.2485922389521361,
|
1253 |
+
"step": 83249
|
1254 |
+
},
|
1255 |
+
{
|
1256 |
+
"epoch": 84.0,
|
1257 |
+
"learning_rate": 1.6192346424974824e-05,
|
1258 |
+
"loss": 0.0496,
|
1259 |
+
"step": 84252
|
1260 |
+
},
|
1261 |
+
{
|
1262 |
+
"epoch": 84.0,
|
1263 |
+
"eval_loss": 0.36621466279029846,
|
1264 |
+
"eval_runtime": 358.7351,
|
1265 |
+
"eval_samples_per_second": 12.876,
|
1266 |
+
"eval_steps_per_second": 0.27,
|
1267 |
+
"eval_wer": 0.24730689190843433,
|
1268 |
+
"step": 84252
|
1269 |
+
},
|
1270 |
+
{
|
1271 |
+
"epoch": 85.0,
|
1272 |
+
"learning_rate": 1.5182275931520645e-05,
|
1273 |
+
"loss": 0.0503,
|
1274 |
+
"step": 85255
|
1275 |
+
},
|
1276 |
+
{
|
1277 |
+
"epoch": 85.0,
|
1278 |
+
"eval_loss": 0.3839229941368103,
|
1279 |
+
"eval_runtime": 322.7657,
|
1280 |
+
"eval_samples_per_second": 14.311,
|
1281 |
+
"eval_steps_per_second": 0.301,
|
1282 |
+
"eval_wer": 0.24819439343860938,
|
1283 |
+
"step": 85255
|
1284 |
+
},
|
1285 |
+
{
|
1286 |
+
"epoch": 86.0,
|
1287 |
+
"learning_rate": 1.4173212487411884e-05,
|
1288 |
+
"loss": 0.0505,
|
1289 |
+
"step": 86258
|
1290 |
+
},
|
1291 |
+
{
|
1292 |
+
"epoch": 86.0,
|
1293 |
+
"eval_loss": 0.37594547867774963,
|
1294 |
+
"eval_runtime": 344.4521,
|
1295 |
+
"eval_samples_per_second": 13.41,
|
1296 |
+
"eval_steps_per_second": 0.282,
|
1297 |
+
"eval_wer": 0.24843922144693353,
|
1298 |
+
"step": 86258
|
1299 |
+
},
|
1300 |
+
{
|
1301 |
+
"epoch": 87.0,
|
1302 |
+
"learning_rate": 1.3163141993957703e-05,
|
1303 |
+
"loss": 0.0489,
|
1304 |
+
"step": 87261
|
1305 |
+
},
|
1306 |
+
{
|
1307 |
+
"epoch": 87.0,
|
1308 |
+
"eval_loss": 0.3759251832962036,
|
1309 |
+
"eval_runtime": 348.9851,
|
1310 |
+
"eval_samples_per_second": 13.236,
|
1311 |
+
"eval_steps_per_second": 0.278,
|
1312 |
+
"eval_wer": 0.24718447790427225,
|
1313 |
+
"step": 87261
|
1314 |
+
},
|
1315 |
+
{
|
1316 |
+
"epoch": 88.0,
|
1317 |
+
"learning_rate": 1.2153071500503525e-05,
|
1318 |
+
"loss": 0.0498,
|
1319 |
+
"step": 88264
|
1320 |
+
},
|
1321 |
+
{
|
1322 |
+
"epoch": 88.0,
|
1323 |
+
"eval_loss": 0.3712981045246124,
|
1324 |
+
"eval_runtime": 358.3358,
|
1325 |
+
"eval_samples_per_second": 12.89,
|
1326 |
+
"eval_steps_per_second": 0.271,
|
1327 |
+
"eval_wer": 0.2474599094136369,
|
1328 |
+
"step": 88264
|
1329 |
+
},
|
1330 |
+
{
|
1331 |
+
"epoch": 89.0,
|
1332 |
+
"learning_rate": 1.1143001007049346e-05,
|
1333 |
+
"loss": 0.0481,
|
1334 |
+
"step": 89267
|
1335 |
+
},
|
1336 |
+
{
|
1337 |
+
"epoch": 89.0,
|
1338 |
+
"eval_loss": 0.37631461024284363,
|
1339 |
+
"eval_runtime": 376.3412,
|
1340 |
+
"eval_samples_per_second": 12.273,
|
1341 |
+
"eval_steps_per_second": 0.258,
|
1342 |
+
"eval_wer": 0.2474293059125964,
|
1343 |
+
"step": 89267
|
1344 |
+
},
|
1345 |
+
{
|
1346 |
+
"epoch": 90.0,
|
1347 |
+
"learning_rate": 1.0134944612286003e-05,
|
1348 |
+
"loss": 0.0483,
|
1349 |
+
"step": 90270
|
1350 |
+
},
|
1351 |
+
{
|
1352 |
+
"epoch": 90.0,
|
1353 |
+
"eval_loss": 0.380001425743103,
|
1354 |
+
"eval_runtime": 340.9184,
|
1355 |
+
"eval_samples_per_second": 13.549,
|
1356 |
+
"eval_steps_per_second": 0.285,
|
1357 |
+
"eval_wer": 0.24651120088138084,
|
1358 |
+
"step": 90270
|
1359 |
+
},
|
1360 |
+
{
|
1361 |
+
"epoch": 91.0,
|
1362 |
+
"learning_rate": 9.124874118831823e-06,
|
1363 |
+
"loss": 0.0471,
|
1364 |
+
"step": 91273
|
1365 |
+
},
|
1366 |
+
{
|
1367 |
+
"epoch": 91.0,
|
1368 |
+
"eval_loss": 0.37985819578170776,
|
1369 |
+
"eval_runtime": 326.6601,
|
1370 |
+
"eval_samples_per_second": 14.14,
|
1371 |
+
"eval_steps_per_second": 0.297,
|
1372 |
+
"eval_wer": 0.2472762884073938,
|
1373 |
+
"step": 91273
|
1374 |
+
},
|
1375 |
+
{
|
1376 |
+
"epoch": 92.0,
|
1377 |
+
"learning_rate": 8.114803625377644e-06,
|
1378 |
+
"loss": 0.0477,
|
1379 |
+
"step": 92276
|
1380 |
+
},
|
1381 |
+
{
|
1382 |
+
"epoch": 92.0,
|
1383 |
+
"eval_loss": 0.3750379979610443,
|
1384 |
+
"eval_runtime": 337.4116,
|
1385 |
+
"eval_samples_per_second": 13.69,
|
1386 |
+
"eval_steps_per_second": 0.287,
|
1387 |
+
"eval_wer": 0.2474293059125964,
|
1388 |
+
"step": 92276
|
1389 |
+
},
|
1390 |
+
{
|
1391 |
+
"epoch": 93.0,
|
1392 |
+
"learning_rate": 7.104733131923465e-06,
|
1393 |
+
"loss": 0.0468,
|
1394 |
+
"step": 93279
|
1395 |
+
},
|
1396 |
+
{
|
1397 |
+
"epoch": 93.0,
|
1398 |
+
"eval_loss": 0.3763069212436676,
|
1399 |
+
"eval_runtime": 317.2801,
|
1400 |
+
"eval_samples_per_second": 14.558,
|
1401 |
+
"eval_steps_per_second": 0.306,
|
1402 |
+
"eval_wer": 0.24767413392092055,
|
1403 |
+
"step": 93279
|
1404 |
+
},
|
1405 |
+
{
|
1406 |
+
"epoch": 94.0,
|
1407 |
+
"learning_rate": 6.0946626384692855e-06,
|
1408 |
+
"loss": 0.047,
|
1409 |
+
"step": 94282
|
1410 |
+
},
|
1411 |
+
{
|
1412 |
+
"epoch": 94.0,
|
1413 |
+
"eval_loss": 0.3740558326244354,
|
1414 |
+
"eval_runtime": 286.4453,
|
1415 |
+
"eval_samples_per_second": 16.125,
|
1416 |
+
"eval_steps_per_second": 0.339,
|
1417 |
+
"eval_wer": 0.24687844289386707,
|
1418 |
+
"step": 94282
|
1419 |
+
},
|
1420 |
+
{
|
1421 |
+
"epoch": 95.0,
|
1422 |
+
"learning_rate": 5.084592145015106e-06,
|
1423 |
+
"loss": 0.0458,
|
1424 |
+
"step": 95285
|
1425 |
+
},
|
1426 |
+
{
|
1427 |
+
"epoch": 95.0,
|
1428 |
+
"eval_loss": 0.37711286544799805,
|
1429 |
+
"eval_runtime": 358.0674,
|
1430 |
+
"eval_samples_per_second": 12.9,
|
1431 |
+
"eval_steps_per_second": 0.271,
|
1432 |
+
"eval_wer": 0.24706206390011018,
|
1433 |
+
"step": 95285
|
1434 |
+
},
|
1435 |
+
{
|
1436 |
+
"epoch": 96.0,
|
1437 |
+
"learning_rate": 4.0755287009063444e-06,
|
1438 |
+
"loss": 0.0462,
|
1439 |
+
"step": 96288
|
1440 |
+
},
|
1441 |
+
{
|
1442 |
+
"epoch": 96.0,
|
1443 |
+
"eval_loss": 0.37909871339797974,
|
1444 |
+
"eval_runtime": 326.4087,
|
1445 |
+
"eval_samples_per_second": 14.151,
|
1446 |
+
"eval_steps_per_second": 0.297,
|
1447 |
+
"eval_wer": 0.24672542538866446,
|
1448 |
+
"step": 96288
|
1449 |
+
},
|
1450 |
+
{
|
1451 |
+
"epoch": 97.0,
|
1452 |
+
"learning_rate": 3.066465256797583e-06,
|
1453 |
+
"loss": 0.0458,
|
1454 |
+
"step": 97291
|
1455 |
+
},
|
1456 |
+
{
|
1457 |
+
"epoch": 97.0,
|
1458 |
+
"eval_loss": 0.37906551361083984,
|
1459 |
+
"eval_runtime": 319.3611,
|
1460 |
+
"eval_samples_per_second": 14.463,
|
1461 |
+
"eval_steps_per_second": 0.304,
|
1462 |
+
"eval_wer": 0.2458073203574489,
|
1463 |
+
"step": 97291
|
1464 |
+
}
|
1465 |
+
],
|
1466 |
+
"max_steps": 100300,
|
1467 |
+
"num_train_epochs": 100,
|
1468 |
+
"total_flos": 1.283405734102556e+21,
|
1469 |
+
"trial_name": null,
|
1470 |
+
"trial_params": null
|
1471 |
+
}
|