End of training
Browse files- all_results.json +13 -0
- test_results.json +13 -0
- trainer_state.json +1316 -0
all_results.json
ADDED
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 19.036231884057973,
|
3 |
+
"eval_accuracy": 0.6870748299319728,
|
4 |
+
"eval_accuracy_hold": 0.0,
|
5 |
+
"eval_accuracy_preparation": 0.922077922077922,
|
6 |
+
"eval_accuracy_recovery": 0.0,
|
7 |
+
"eval_accuracy_stroke": 0.0,
|
8 |
+
"eval_accuracy_unknown": 0.8571428571428571,
|
9 |
+
"eval_loss": 0.9822250604629517,
|
10 |
+
"eval_runtime": 12.2253,
|
11 |
+
"eval_samples_per_second": 12.024,
|
12 |
+
"eval_steps_per_second": 1.554
|
13 |
+
}
|
test_results.json
ADDED
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 19.036231884057973,
|
3 |
+
"eval_accuracy": 0.6870748299319728,
|
4 |
+
"eval_accuracy_hold": 0.0,
|
5 |
+
"eval_accuracy_preparation": 0.922077922077922,
|
6 |
+
"eval_accuracy_recovery": 0.0,
|
7 |
+
"eval_accuracy_stroke": 0.0,
|
8 |
+
"eval_accuracy_unknown": 0.8571428571428571,
|
9 |
+
"eval_loss": 0.9822250604629517,
|
10 |
+
"eval_runtime": 12.2253,
|
11 |
+
"eval_samples_per_second": 12.024,
|
12 |
+
"eval_steps_per_second": 1.554
|
13 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,1316 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7164179104477612,
|
3 |
+
"best_model_checkpoint": "videomae-base-finetuned-good-gesturePhaseV5/checkpoint-490",
|
4 |
+
"epoch": 19.036231884057973,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 1380,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.007246376811594203,
|
13 |
+
"grad_norm": 10.268256187438965,
|
14 |
+
"learning_rate": 7.246376811594204e-07,
|
15 |
+
"loss": 1.7861,
|
16 |
+
"step": 10
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.014492753623188406,
|
20 |
+
"grad_norm": 9.569662094116211,
|
21 |
+
"learning_rate": 1.4492753623188408e-06,
|
22 |
+
"loss": 1.7539,
|
23 |
+
"step": 20
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.021739130434782608,
|
27 |
+
"grad_norm": 11.259232521057129,
|
28 |
+
"learning_rate": 2.173913043478261e-06,
|
29 |
+
"loss": 1.7245,
|
30 |
+
"step": 30
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 0.028985507246376812,
|
34 |
+
"grad_norm": 7.182712554931641,
|
35 |
+
"learning_rate": 2.8985507246376816e-06,
|
36 |
+
"loss": 1.5819,
|
37 |
+
"step": 40
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.036231884057971016,
|
41 |
+
"grad_norm": 7.182448387145996,
|
42 |
+
"learning_rate": 3.6231884057971017e-06,
|
43 |
+
"loss": 1.4508,
|
44 |
+
"step": 50
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.043478260869565216,
|
48 |
+
"grad_norm": 6.293506622314453,
|
49 |
+
"learning_rate": 4.347826086956522e-06,
|
50 |
+
"loss": 1.2736,
|
51 |
+
"step": 60
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 0.050724637681159424,
|
55 |
+
"grad_norm": 6.1872944831848145,
|
56 |
+
"learning_rate": 5.072463768115943e-06,
|
57 |
+
"loss": 1.1475,
|
58 |
+
"step": 70
|
59 |
+
},
|
60 |
+
{
|
61 |
+
"epoch": 0.050724637681159424,
|
62 |
+
"eval_accuracy": 0.5597014925373134,
|
63 |
+
"eval_accuracy_hold": 0.0,
|
64 |
+
"eval_accuracy_preparation": 1.0,
|
65 |
+
"eval_accuracy_recovery": 0.0,
|
66 |
+
"eval_accuracy_stroke": 0.0,
|
67 |
+
"eval_accuracy_unknown": 0.0,
|
68 |
+
"eval_loss": 1.2558053731918335,
|
69 |
+
"eval_runtime": 12.049,
|
70 |
+
"eval_samples_per_second": 11.121,
|
71 |
+
"eval_steps_per_second": 1.411,
|
72 |
+
"step": 70
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 1.0072463768115942,
|
76 |
+
"grad_norm": 6.2471137046813965,
|
77 |
+
"learning_rate": 5.797101449275363e-06,
|
78 |
+
"loss": 1.1874,
|
79 |
+
"step": 80
|
80 |
+
},
|
81 |
+
{
|
82 |
+
"epoch": 1.0144927536231885,
|
83 |
+
"grad_norm": 5.99643611907959,
|
84 |
+
"learning_rate": 6.521739130434783e-06,
|
85 |
+
"loss": 1.1562,
|
86 |
+
"step": 90
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 1.0217391304347827,
|
90 |
+
"grad_norm": 5.748469829559326,
|
91 |
+
"learning_rate": 7.246376811594203e-06,
|
92 |
+
"loss": 1.1299,
|
93 |
+
"step": 100
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 1.0289855072463767,
|
97 |
+
"grad_norm": 4.690842628479004,
|
98 |
+
"learning_rate": 7.971014492753623e-06,
|
99 |
+
"loss": 1.0645,
|
100 |
+
"step": 110
|
101 |
+
},
|
102 |
+
{
|
103 |
+
"epoch": 1.036231884057971,
|
104 |
+
"grad_norm": 4.702245712280273,
|
105 |
+
"learning_rate": 8.695652173913044e-06,
|
106 |
+
"loss": 1.3726,
|
107 |
+
"step": 120
|
108 |
+
},
|
109 |
+
{
|
110 |
+
"epoch": 1.0434782608695652,
|
111 |
+
"grad_norm": 4.664677143096924,
|
112 |
+
"learning_rate": 9.420289855072464e-06,
|
113 |
+
"loss": 0.9989,
|
114 |
+
"step": 130
|
115 |
+
},
|
116 |
+
{
|
117 |
+
"epoch": 1.0507246376811594,
|
118 |
+
"grad_norm": 6.247674465179443,
|
119 |
+
"learning_rate": 9.98389694041868e-06,
|
120 |
+
"loss": 1.2103,
|
121 |
+
"step": 140
|
122 |
+
},
|
123 |
+
{
|
124 |
+
"epoch": 1.0507246376811594,
|
125 |
+
"eval_accuracy": 0.5597014925373134,
|
126 |
+
"eval_accuracy_hold": 0.0,
|
127 |
+
"eval_accuracy_preparation": 1.0,
|
128 |
+
"eval_accuracy_recovery": 0.0,
|
129 |
+
"eval_accuracy_stroke": 0.0,
|
130 |
+
"eval_accuracy_unknown": 0.0,
|
131 |
+
"eval_loss": 1.2703653573989868,
|
132 |
+
"eval_runtime": 10.5504,
|
133 |
+
"eval_samples_per_second": 12.701,
|
134 |
+
"eval_steps_per_second": 1.611,
|
135 |
+
"step": 140
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 2.0072463768115942,
|
139 |
+
"grad_norm": 6.113107681274414,
|
140 |
+
"learning_rate": 9.903381642512077e-06,
|
141 |
+
"loss": 0.9008,
|
142 |
+
"step": 150
|
143 |
+
},
|
144 |
+
{
|
145 |
+
"epoch": 2.0144927536231885,
|
146 |
+
"grad_norm": 6.213434219360352,
|
147 |
+
"learning_rate": 9.822866344605476e-06,
|
148 |
+
"loss": 1.3296,
|
149 |
+
"step": 160
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 2.0217391304347827,
|
153 |
+
"grad_norm": 5.969342231750488,
|
154 |
+
"learning_rate": 9.742351046698874e-06,
|
155 |
+
"loss": 1.2484,
|
156 |
+
"step": 170
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 2.028985507246377,
|
160 |
+
"grad_norm": 7.0032196044921875,
|
161 |
+
"learning_rate": 9.66183574879227e-06,
|
162 |
+
"loss": 1.1239,
|
163 |
+
"step": 180
|
164 |
+
},
|
165 |
+
{
|
166 |
+
"epoch": 2.036231884057971,
|
167 |
+
"grad_norm": 5.675483703613281,
|
168 |
+
"learning_rate": 9.581320450885669e-06,
|
169 |
+
"loss": 1.1508,
|
170 |
+
"step": 190
|
171 |
+
},
|
172 |
+
{
|
173 |
+
"epoch": 2.0434782608695654,
|
174 |
+
"grad_norm": 5.311893939971924,
|
175 |
+
"learning_rate": 9.500805152979067e-06,
|
176 |
+
"loss": 1.1376,
|
177 |
+
"step": 200
|
178 |
+
},
|
179 |
+
{
|
180 |
+
"epoch": 2.050724637681159,
|
181 |
+
"grad_norm": 6.503353118896484,
|
182 |
+
"learning_rate": 9.420289855072464e-06,
|
183 |
+
"loss": 0.9964,
|
184 |
+
"step": 210
|
185 |
+
},
|
186 |
+
{
|
187 |
+
"epoch": 2.050724637681159,
|
188 |
+
"eval_accuracy": 0.5597014925373134,
|
189 |
+
"eval_accuracy_hold": 0.0,
|
190 |
+
"eval_accuracy_preparation": 1.0,
|
191 |
+
"eval_accuracy_recovery": 0.0,
|
192 |
+
"eval_accuracy_stroke": 0.0,
|
193 |
+
"eval_accuracy_unknown": 0.0,
|
194 |
+
"eval_loss": 1.2141785621643066,
|
195 |
+
"eval_runtime": 10.6183,
|
196 |
+
"eval_samples_per_second": 12.62,
|
197 |
+
"eval_steps_per_second": 1.601,
|
198 |
+
"step": 210
|
199 |
+
},
|
200 |
+
{
|
201 |
+
"epoch": 3.0072463768115942,
|
202 |
+
"grad_norm": 4.335814476013184,
|
203 |
+
"learning_rate": 9.339774557165862e-06,
|
204 |
+
"loss": 1.059,
|
205 |
+
"step": 220
|
206 |
+
},
|
207 |
+
{
|
208 |
+
"epoch": 3.0144927536231885,
|
209 |
+
"grad_norm": 6.591854095458984,
|
210 |
+
"learning_rate": 9.25925925925926e-06,
|
211 |
+
"loss": 1.149,
|
212 |
+
"step": 230
|
213 |
+
},
|
214 |
+
{
|
215 |
+
"epoch": 3.0217391304347827,
|
216 |
+
"grad_norm": 6.057372570037842,
|
217 |
+
"learning_rate": 9.178743961352658e-06,
|
218 |
+
"loss": 0.9137,
|
219 |
+
"step": 240
|
220 |
+
},
|
221 |
+
{
|
222 |
+
"epoch": 3.028985507246377,
|
223 |
+
"grad_norm": 18.623048782348633,
|
224 |
+
"learning_rate": 9.098228663446056e-06,
|
225 |
+
"loss": 1.1594,
|
226 |
+
"step": 250
|
227 |
+
},
|
228 |
+
{
|
229 |
+
"epoch": 3.036231884057971,
|
230 |
+
"grad_norm": 8.108168601989746,
|
231 |
+
"learning_rate": 9.017713365539453e-06,
|
232 |
+
"loss": 1.1682,
|
233 |
+
"step": 260
|
234 |
+
},
|
235 |
+
{
|
236 |
+
"epoch": 3.0434782608695654,
|
237 |
+
"grad_norm": 8.030190467834473,
|
238 |
+
"learning_rate": 8.937198067632851e-06,
|
239 |
+
"loss": 1.2166,
|
240 |
+
"step": 270
|
241 |
+
},
|
242 |
+
{
|
243 |
+
"epoch": 3.050724637681159,
|
244 |
+
"grad_norm": 9.22143268585205,
|
245 |
+
"learning_rate": 8.85668276972625e-06,
|
246 |
+
"loss": 0.9975,
|
247 |
+
"step": 280
|
248 |
+
},
|
249 |
+
{
|
250 |
+
"epoch": 3.050724637681159,
|
251 |
+
"eval_accuracy": 0.5970149253731343,
|
252 |
+
"eval_accuracy_hold": 0.0,
|
253 |
+
"eval_accuracy_preparation": 0.9733333333333334,
|
254 |
+
"eval_accuracy_recovery": 0.0,
|
255 |
+
"eval_accuracy_stroke": 0.0,
|
256 |
+
"eval_accuracy_unknown": 0.2692307692307692,
|
257 |
+
"eval_loss": 1.0746699571609497,
|
258 |
+
"eval_runtime": 10.8059,
|
259 |
+
"eval_samples_per_second": 12.401,
|
260 |
+
"eval_steps_per_second": 1.573,
|
261 |
+
"step": 280
|
262 |
+
},
|
263 |
+
{
|
264 |
+
"epoch": 4.007246376811594,
|
265 |
+
"grad_norm": 9.18785285949707,
|
266 |
+
"learning_rate": 8.776167471819646e-06,
|
267 |
+
"loss": 1.1711,
|
268 |
+
"step": 290
|
269 |
+
},
|
270 |
+
{
|
271 |
+
"epoch": 4.0144927536231885,
|
272 |
+
"grad_norm": 13.558119773864746,
|
273 |
+
"learning_rate": 8.695652173913044e-06,
|
274 |
+
"loss": 0.8541,
|
275 |
+
"step": 300
|
276 |
+
},
|
277 |
+
{
|
278 |
+
"epoch": 4.021739130434782,
|
279 |
+
"grad_norm": 25.042736053466797,
|
280 |
+
"learning_rate": 8.615136876006443e-06,
|
281 |
+
"loss": 0.9376,
|
282 |
+
"step": 310
|
283 |
+
},
|
284 |
+
{
|
285 |
+
"epoch": 4.028985507246377,
|
286 |
+
"grad_norm": 11.34363079071045,
|
287 |
+
"learning_rate": 8.53462157809984e-06,
|
288 |
+
"loss": 1.0186,
|
289 |
+
"step": 320
|
290 |
+
},
|
291 |
+
{
|
292 |
+
"epoch": 4.036231884057971,
|
293 |
+
"grad_norm": 10.07709789276123,
|
294 |
+
"learning_rate": 8.454106280193238e-06,
|
295 |
+
"loss": 1.0577,
|
296 |
+
"step": 330
|
297 |
+
},
|
298 |
+
{
|
299 |
+
"epoch": 4.043478260869565,
|
300 |
+
"grad_norm": 10.198676109313965,
|
301 |
+
"learning_rate": 8.373590982286636e-06,
|
302 |
+
"loss": 1.0924,
|
303 |
+
"step": 340
|
304 |
+
},
|
305 |
+
{
|
306 |
+
"epoch": 4.050724637681159,
|
307 |
+
"grad_norm": 19.099363327026367,
|
308 |
+
"learning_rate": 8.293075684380033e-06,
|
309 |
+
"loss": 1.0538,
|
310 |
+
"step": 350
|
311 |
+
},
|
312 |
+
{
|
313 |
+
"epoch": 4.050724637681159,
|
314 |
+
"eval_accuracy": 0.664179104477612,
|
315 |
+
"eval_accuracy_hold": 0.0,
|
316 |
+
"eval_accuracy_preparation": 0.88,
|
317 |
+
"eval_accuracy_recovery": 0.0,
|
318 |
+
"eval_accuracy_stroke": 0.0,
|
319 |
+
"eval_accuracy_unknown": 0.8846153846153846,
|
320 |
+
"eval_loss": 0.9621986150741577,
|
321 |
+
"eval_runtime": 10.8298,
|
322 |
+
"eval_samples_per_second": 12.373,
|
323 |
+
"eval_steps_per_second": 1.57,
|
324 |
+
"step": 350
|
325 |
+
},
|
326 |
+
{
|
327 |
+
"epoch": 5.007246376811594,
|
328 |
+
"grad_norm": 4.384646892547607,
|
329 |
+
"learning_rate": 8.212560386473431e-06,
|
330 |
+
"loss": 0.9923,
|
331 |
+
"step": 360
|
332 |
+
},
|
333 |
+
{
|
334 |
+
"epoch": 5.0144927536231885,
|
335 |
+
"grad_norm": 16.15943717956543,
|
336 |
+
"learning_rate": 8.132045088566828e-06,
|
337 |
+
"loss": 0.937,
|
338 |
+
"step": 370
|
339 |
+
},
|
340 |
+
{
|
341 |
+
"epoch": 5.021739130434782,
|
342 |
+
"grad_norm": 23.731212615966797,
|
343 |
+
"learning_rate": 8.051529790660226e-06,
|
344 |
+
"loss": 1.0034,
|
345 |
+
"step": 380
|
346 |
+
},
|
347 |
+
{
|
348 |
+
"epoch": 5.028985507246377,
|
349 |
+
"grad_norm": 9.929147720336914,
|
350 |
+
"learning_rate": 7.971014492753623e-06,
|
351 |
+
"loss": 0.9414,
|
352 |
+
"step": 390
|
353 |
+
},
|
354 |
+
{
|
355 |
+
"epoch": 5.036231884057971,
|
356 |
+
"grad_norm": 7.188724517822266,
|
357 |
+
"learning_rate": 7.890499194847021e-06,
|
358 |
+
"loss": 0.9633,
|
359 |
+
"step": 400
|
360 |
+
},
|
361 |
+
{
|
362 |
+
"epoch": 5.043478260869565,
|
363 |
+
"grad_norm": 7.971716403961182,
|
364 |
+
"learning_rate": 7.80998389694042e-06,
|
365 |
+
"loss": 0.9313,
|
366 |
+
"step": 410
|
367 |
+
},
|
368 |
+
{
|
369 |
+
"epoch": 5.050724637681159,
|
370 |
+
"grad_norm": 23.818294525146484,
|
371 |
+
"learning_rate": 7.729468599033817e-06,
|
372 |
+
"loss": 1.0321,
|
373 |
+
"step": 420
|
374 |
+
},
|
375 |
+
{
|
376 |
+
"epoch": 5.050724637681159,
|
377 |
+
"eval_accuracy": 0.6567164179104478,
|
378 |
+
"eval_accuracy_hold": 0.0,
|
379 |
+
"eval_accuracy_preparation": 0.8533333333333334,
|
380 |
+
"eval_accuracy_recovery": 0.0,
|
381 |
+
"eval_accuracy_stroke": 0.0,
|
382 |
+
"eval_accuracy_unknown": 0.9230769230769231,
|
383 |
+
"eval_loss": 0.9450957775115967,
|
384 |
+
"eval_runtime": 10.5545,
|
385 |
+
"eval_samples_per_second": 12.696,
|
386 |
+
"eval_steps_per_second": 1.611,
|
387 |
+
"step": 420
|
388 |
+
},
|
389 |
+
{
|
390 |
+
"epoch": 6.007246376811594,
|
391 |
+
"grad_norm": 6.358923435211182,
|
392 |
+
"learning_rate": 7.648953301127215e-06,
|
393 |
+
"loss": 0.7638,
|
394 |
+
"step": 430
|
395 |
+
},
|
396 |
+
{
|
397 |
+
"epoch": 6.0144927536231885,
|
398 |
+
"grad_norm": 7.487329483032227,
|
399 |
+
"learning_rate": 7.568438003220613e-06,
|
400 |
+
"loss": 0.8216,
|
401 |
+
"step": 440
|
402 |
+
},
|
403 |
+
{
|
404 |
+
"epoch": 6.021739130434782,
|
405 |
+
"grad_norm": 8.15117359161377,
|
406 |
+
"learning_rate": 7.48792270531401e-06,
|
407 |
+
"loss": 1.042,
|
408 |
+
"step": 450
|
409 |
+
},
|
410 |
+
{
|
411 |
+
"epoch": 6.028985507246377,
|
412 |
+
"grad_norm": 8.114563941955566,
|
413 |
+
"learning_rate": 7.4074074074074075e-06,
|
414 |
+
"loss": 0.8528,
|
415 |
+
"step": 460
|
416 |
+
},
|
417 |
+
{
|
418 |
+
"epoch": 6.036231884057971,
|
419 |
+
"grad_norm": 10.497995376586914,
|
420 |
+
"learning_rate": 7.326892109500806e-06,
|
421 |
+
"loss": 1.0731,
|
422 |
+
"step": 470
|
423 |
+
},
|
424 |
+
{
|
425 |
+
"epoch": 6.043478260869565,
|
426 |
+
"grad_norm": 7.0596818923950195,
|
427 |
+
"learning_rate": 7.246376811594203e-06,
|
428 |
+
"loss": 0.89,
|
429 |
+
"step": 480
|
430 |
+
},
|
431 |
+
{
|
432 |
+
"epoch": 6.050724637681159,
|
433 |
+
"grad_norm": 7.714406490325928,
|
434 |
+
"learning_rate": 7.165861513687601e-06,
|
435 |
+
"loss": 0.7822,
|
436 |
+
"step": 490
|
437 |
+
},
|
438 |
+
{
|
439 |
+
"epoch": 6.050724637681159,
|
440 |
+
"eval_accuracy": 0.7164179104477612,
|
441 |
+
"eval_accuracy_hold": 0.0,
|
442 |
+
"eval_accuracy_preparation": 0.96,
|
443 |
+
"eval_accuracy_recovery": 0.08333333333333333,
|
444 |
+
"eval_accuracy_stroke": 0.0,
|
445 |
+
"eval_accuracy_unknown": 0.8846153846153846,
|
446 |
+
"eval_loss": 0.8797218203544617,
|
447 |
+
"eval_runtime": 10.7094,
|
448 |
+
"eval_samples_per_second": 12.512,
|
449 |
+
"eval_steps_per_second": 1.587,
|
450 |
+
"step": 490
|
451 |
+
},
|
452 |
+
{
|
453 |
+
"epoch": 7.007246376811594,
|
454 |
+
"grad_norm": 6.505290508270264,
|
455 |
+
"learning_rate": 7.085346215780999e-06,
|
456 |
+
"loss": 0.7396,
|
457 |
+
"step": 500
|
458 |
+
},
|
459 |
+
{
|
460 |
+
"epoch": 7.0144927536231885,
|
461 |
+
"grad_norm": 7.676311492919922,
|
462 |
+
"learning_rate": 7.004830917874397e-06,
|
463 |
+
"loss": 1.0383,
|
464 |
+
"step": 510
|
465 |
+
},
|
466 |
+
{
|
467 |
+
"epoch": 7.021739130434782,
|
468 |
+
"grad_norm": 8.093998908996582,
|
469 |
+
"learning_rate": 6.924315619967794e-06,
|
470 |
+
"loss": 0.841,
|
471 |
+
"step": 520
|
472 |
+
},
|
473 |
+
{
|
474 |
+
"epoch": 7.028985507246377,
|
475 |
+
"grad_norm": 4.555324077606201,
|
476 |
+
"learning_rate": 6.843800322061193e-06,
|
477 |
+
"loss": 0.6253,
|
478 |
+
"step": 530
|
479 |
+
},
|
480 |
+
{
|
481 |
+
"epoch": 7.036231884057971,
|
482 |
+
"grad_norm": 6.43816614151001,
|
483 |
+
"learning_rate": 6.76328502415459e-06,
|
484 |
+
"loss": 0.9515,
|
485 |
+
"step": 540
|
486 |
+
},
|
487 |
+
{
|
488 |
+
"epoch": 7.043478260869565,
|
489 |
+
"grad_norm": 10.472518920898438,
|
490 |
+
"learning_rate": 6.682769726247987e-06,
|
491 |
+
"loss": 1.1703,
|
492 |
+
"step": 550
|
493 |
+
},
|
494 |
+
{
|
495 |
+
"epoch": 7.050724637681159,
|
496 |
+
"grad_norm": 12.832620620727539,
|
497 |
+
"learning_rate": 6.602254428341386e-06,
|
498 |
+
"loss": 0.8743,
|
499 |
+
"step": 560
|
500 |
+
},
|
501 |
+
{
|
502 |
+
"epoch": 7.050724637681159,
|
503 |
+
"eval_accuracy": 0.6791044776119403,
|
504 |
+
"eval_accuracy_hold": 0.0,
|
505 |
+
"eval_accuracy_preparation": 0.8533333333333334,
|
506 |
+
"eval_accuracy_recovery": 0.08333333333333333,
|
507 |
+
"eval_accuracy_stroke": 0.0,
|
508 |
+
"eval_accuracy_unknown": 1.0,
|
509 |
+
"eval_loss": 0.9399013519287109,
|
510 |
+
"eval_runtime": 10.6086,
|
511 |
+
"eval_samples_per_second": 12.631,
|
512 |
+
"eval_steps_per_second": 1.602,
|
513 |
+
"step": 560
|
514 |
+
},
|
515 |
+
{
|
516 |
+
"epoch": 8.007246376811594,
|
517 |
+
"grad_norm": 6.019155502319336,
|
518 |
+
"learning_rate": 6.521739130434783e-06,
|
519 |
+
"loss": 0.8912,
|
520 |
+
"step": 570
|
521 |
+
},
|
522 |
+
{
|
523 |
+
"epoch": 8.014492753623188,
|
524 |
+
"grad_norm": 5.795660018920898,
|
525 |
+
"learning_rate": 6.44122383252818e-06,
|
526 |
+
"loss": 0.8103,
|
527 |
+
"step": 580
|
528 |
+
},
|
529 |
+
{
|
530 |
+
"epoch": 8.021739130434783,
|
531 |
+
"grad_norm": 22.207584381103516,
|
532 |
+
"learning_rate": 6.360708534621579e-06,
|
533 |
+
"loss": 0.9291,
|
534 |
+
"step": 590
|
535 |
+
},
|
536 |
+
{
|
537 |
+
"epoch": 8.028985507246377,
|
538 |
+
"grad_norm": 8.41496467590332,
|
539 |
+
"learning_rate": 6.280193236714976e-06,
|
540 |
+
"loss": 0.8249,
|
541 |
+
"step": 600
|
542 |
+
},
|
543 |
+
{
|
544 |
+
"epoch": 8.03623188405797,
|
545 |
+
"grad_norm": 19.649620056152344,
|
546 |
+
"learning_rate": 6.199677938808374e-06,
|
547 |
+
"loss": 0.9209,
|
548 |
+
"step": 610
|
549 |
+
},
|
550 |
+
{
|
551 |
+
"epoch": 8.043478260869565,
|
552 |
+
"grad_norm": 33.21004867553711,
|
553 |
+
"learning_rate": 6.119162640901772e-06,
|
554 |
+
"loss": 0.7371,
|
555 |
+
"step": 620
|
556 |
+
},
|
557 |
+
{
|
558 |
+
"epoch": 8.05072463768116,
|
559 |
+
"grad_norm": 10.654520988464355,
|
560 |
+
"learning_rate": 6.03864734299517e-06,
|
561 |
+
"loss": 0.7515,
|
562 |
+
"step": 630
|
563 |
+
},
|
564 |
+
{
|
565 |
+
"epoch": 8.05072463768116,
|
566 |
+
"eval_accuracy": 0.6791044776119403,
|
567 |
+
"eval_accuracy_hold": 0.0,
|
568 |
+
"eval_accuracy_preparation": 0.8666666666666667,
|
569 |
+
"eval_accuracy_recovery": 0.0,
|
570 |
+
"eval_accuracy_stroke": 0.0,
|
571 |
+
"eval_accuracy_unknown": 1.0,
|
572 |
+
"eval_loss": 0.928985059261322,
|
573 |
+
"eval_runtime": 11.5822,
|
574 |
+
"eval_samples_per_second": 11.57,
|
575 |
+
"eval_steps_per_second": 1.468,
|
576 |
+
"step": 630
|
577 |
+
},
|
578 |
+
{
|
579 |
+
"epoch": 9.007246376811594,
|
580 |
+
"grad_norm": 9.228910446166992,
|
581 |
+
"learning_rate": 5.958132045088567e-06,
|
582 |
+
"loss": 0.8266,
|
583 |
+
"step": 640
|
584 |
+
},
|
585 |
+
{
|
586 |
+
"epoch": 9.014492753623188,
|
587 |
+
"grad_norm": 6.276782035827637,
|
588 |
+
"learning_rate": 5.877616747181965e-06,
|
589 |
+
"loss": 0.611,
|
590 |
+
"step": 650
|
591 |
+
},
|
592 |
+
{
|
593 |
+
"epoch": 9.021739130434783,
|
594 |
+
"grad_norm": 27.36185646057129,
|
595 |
+
"learning_rate": 5.797101449275363e-06,
|
596 |
+
"loss": 0.8595,
|
597 |
+
"step": 660
|
598 |
+
},
|
599 |
+
{
|
600 |
+
"epoch": 9.028985507246377,
|
601 |
+
"grad_norm": 13.051177024841309,
|
602 |
+
"learning_rate": 5.716586151368761e-06,
|
603 |
+
"loss": 1.0073,
|
604 |
+
"step": 670
|
605 |
+
},
|
606 |
+
{
|
607 |
+
"epoch": 9.03623188405797,
|
608 |
+
"grad_norm": 12.05443000793457,
|
609 |
+
"learning_rate": 5.6360708534621574e-06,
|
610 |
+
"loss": 0.6386,
|
611 |
+
"step": 680
|
612 |
+
},
|
613 |
+
{
|
614 |
+
"epoch": 9.043478260869565,
|
615 |
+
"grad_norm": 9.477375984191895,
|
616 |
+
"learning_rate": 5.555555555555557e-06,
|
617 |
+
"loss": 1.1109,
|
618 |
+
"step": 690
|
619 |
+
},
|
620 |
+
{
|
621 |
+
"epoch": 9.05072463768116,
|
622 |
+
"grad_norm": 16.6785945892334,
|
623 |
+
"learning_rate": 5.475040257648953e-06,
|
624 |
+
"loss": 0.8525,
|
625 |
+
"step": 700
|
626 |
+
},
|
627 |
+
{
|
628 |
+
"epoch": 9.05072463768116,
|
629 |
+
"eval_accuracy": 0.7089552238805971,
|
630 |
+
"eval_accuracy_hold": 0.0,
|
631 |
+
"eval_accuracy_preparation": 0.9466666666666667,
|
632 |
+
"eval_accuracy_recovery": 0.16666666666666666,
|
633 |
+
"eval_accuracy_stroke": 0.0,
|
634 |
+
"eval_accuracy_unknown": 0.8461538461538461,
|
635 |
+
"eval_loss": 0.8446803092956543,
|
636 |
+
"eval_runtime": 15.7965,
|
637 |
+
"eval_samples_per_second": 8.483,
|
638 |
+
"eval_steps_per_second": 1.076,
|
639 |
+
"step": 700
|
640 |
+
},
|
641 |
+
{
|
642 |
+
"epoch": 10.007246376811594,
|
643 |
+
"grad_norm": 12.451231002807617,
|
644 |
+
"learning_rate": 5.394524959742351e-06,
|
645 |
+
"loss": 0.7396,
|
646 |
+
"step": 710
|
647 |
+
},
|
648 |
+
{
|
649 |
+
"epoch": 10.014492753623188,
|
650 |
+
"grad_norm": 6.226474761962891,
|
651 |
+
"learning_rate": 5.314009661835749e-06,
|
652 |
+
"loss": 0.7467,
|
653 |
+
"step": 720
|
654 |
+
},
|
655 |
+
{
|
656 |
+
"epoch": 10.021739130434783,
|
657 |
+
"grad_norm": 9.991294860839844,
|
658 |
+
"learning_rate": 5.233494363929147e-06,
|
659 |
+
"loss": 0.8203,
|
660 |
+
"step": 730
|
661 |
+
},
|
662 |
+
{
|
663 |
+
"epoch": 10.028985507246377,
|
664 |
+
"grad_norm": 18.472450256347656,
|
665 |
+
"learning_rate": 5.152979066022544e-06,
|
666 |
+
"loss": 0.766,
|
667 |
+
"step": 740
|
668 |
+
},
|
669 |
+
{
|
670 |
+
"epoch": 10.03623188405797,
|
671 |
+
"grad_norm": 8.452324867248535,
|
672 |
+
"learning_rate": 5.072463768115943e-06,
|
673 |
+
"loss": 0.8539,
|
674 |
+
"step": 750
|
675 |
+
},
|
676 |
+
{
|
677 |
+
"epoch": 10.043478260869565,
|
678 |
+
"grad_norm": 18.313405990600586,
|
679 |
+
"learning_rate": 4.99194847020934e-06,
|
680 |
+
"loss": 0.7443,
|
681 |
+
"step": 760
|
682 |
+
},
|
683 |
+
{
|
684 |
+
"epoch": 10.05072463768116,
|
685 |
+
"grad_norm": 18.442798614501953,
|
686 |
+
"learning_rate": 4.911433172302738e-06,
|
687 |
+
"loss": 0.7661,
|
688 |
+
"step": 770
|
689 |
+
},
|
690 |
+
{
|
691 |
+
"epoch": 10.05072463768116,
|
692 |
+
"eval_accuracy": 0.7089552238805971,
|
693 |
+
"eval_accuracy_hold": 0.0,
|
694 |
+
"eval_accuracy_preparation": 0.9066666666666666,
|
695 |
+
"eval_accuracy_recovery": 0.16666666666666666,
|
696 |
+
"eval_accuracy_stroke": 0.0,
|
697 |
+
"eval_accuracy_unknown": 0.9615384615384616,
|
698 |
+
"eval_loss": 0.7856659293174744,
|
699 |
+
"eval_runtime": 10.3807,
|
700 |
+
"eval_samples_per_second": 12.909,
|
701 |
+
"eval_steps_per_second": 1.638,
|
702 |
+
"step": 770
|
703 |
+
},
|
704 |
+
{
|
705 |
+
"epoch": 11.007246376811594,
|
706 |
+
"grad_norm": 8.811756134033203,
|
707 |
+
"learning_rate": 4.830917874396135e-06,
|
708 |
+
"loss": 0.7784,
|
709 |
+
"step": 780
|
710 |
+
},
|
711 |
+
{
|
712 |
+
"epoch": 11.014492753623188,
|
713 |
+
"grad_norm": 8.056985855102539,
|
714 |
+
"learning_rate": 4.750402576489534e-06,
|
715 |
+
"loss": 0.7112,
|
716 |
+
"step": 790
|
717 |
+
},
|
718 |
+
{
|
719 |
+
"epoch": 11.021739130434783,
|
720 |
+
"grad_norm": 5.6117939949035645,
|
721 |
+
"learning_rate": 4.669887278582931e-06,
|
722 |
+
"loss": 0.6901,
|
723 |
+
"step": 800
|
724 |
+
},
|
725 |
+
{
|
726 |
+
"epoch": 11.028985507246377,
|
727 |
+
"grad_norm": 8.331842422485352,
|
728 |
+
"learning_rate": 4.589371980676329e-06,
|
729 |
+
"loss": 0.5963,
|
730 |
+
"step": 810
|
731 |
+
},
|
732 |
+
{
|
733 |
+
"epoch": 11.03623188405797,
|
734 |
+
"grad_norm": 7.48464822769165,
|
735 |
+
"learning_rate": 4.508856682769726e-06,
|
736 |
+
"loss": 0.9118,
|
737 |
+
"step": 820
|
738 |
+
},
|
739 |
+
{
|
740 |
+
"epoch": 11.043478260869565,
|
741 |
+
"grad_norm": 14.966755867004395,
|
742 |
+
"learning_rate": 4.428341384863125e-06,
|
743 |
+
"loss": 0.8462,
|
744 |
+
"step": 830
|
745 |
+
},
|
746 |
+
{
|
747 |
+
"epoch": 11.05072463768116,
|
748 |
+
"grad_norm": 13.086145401000977,
|
749 |
+
"learning_rate": 4.347826086956522e-06,
|
750 |
+
"loss": 0.8363,
|
751 |
+
"step": 840
|
752 |
+
},
|
753 |
+
{
|
754 |
+
"epoch": 11.05072463768116,
|
755 |
+
"eval_accuracy": 0.6865671641791045,
|
756 |
+
"eval_accuracy_hold": 0.0,
|
757 |
+
"eval_accuracy_preparation": 0.92,
|
758 |
+
"eval_accuracy_recovery": 0.08333333333333333,
|
759 |
+
"eval_accuracy_stroke": 0.0,
|
760 |
+
"eval_accuracy_unknown": 0.8461538461538461,
|
761 |
+
"eval_loss": 0.8165404200553894,
|
762 |
+
"eval_runtime": 10.6177,
|
763 |
+
"eval_samples_per_second": 12.62,
|
764 |
+
"eval_steps_per_second": 1.601,
|
765 |
+
"step": 840
|
766 |
+
},
|
767 |
+
{
|
768 |
+
"epoch": 12.007246376811594,
|
769 |
+
"grad_norm": 13.03532886505127,
|
770 |
+
"learning_rate": 4.26731078904992e-06,
|
771 |
+
"loss": 0.8312,
|
772 |
+
"step": 850
|
773 |
+
},
|
774 |
+
{
|
775 |
+
"epoch": 12.014492753623188,
|
776 |
+
"grad_norm": 10.994771957397461,
|
777 |
+
"learning_rate": 4.186795491143318e-06,
|
778 |
+
"loss": 0.7242,
|
779 |
+
"step": 860
|
780 |
+
},
|
781 |
+
{
|
782 |
+
"epoch": 12.021739130434783,
|
783 |
+
"grad_norm": 37.28443908691406,
|
784 |
+
"learning_rate": 4.106280193236716e-06,
|
785 |
+
"loss": 0.8542,
|
786 |
+
"step": 870
|
787 |
+
},
|
788 |
+
{
|
789 |
+
"epoch": 12.028985507246377,
|
790 |
+
"grad_norm": 15.367025375366211,
|
791 |
+
"learning_rate": 4.025764895330113e-06,
|
792 |
+
"loss": 0.7253,
|
793 |
+
"step": 880
|
794 |
+
},
|
795 |
+
{
|
796 |
+
"epoch": 12.03623188405797,
|
797 |
+
"grad_norm": 18.963815689086914,
|
798 |
+
"learning_rate": 3.945249597423511e-06,
|
799 |
+
"loss": 0.6786,
|
800 |
+
"step": 890
|
801 |
+
},
|
802 |
+
{
|
803 |
+
"epoch": 12.043478260869565,
|
804 |
+
"grad_norm": 6.912456512451172,
|
805 |
+
"learning_rate": 3.864734299516908e-06,
|
806 |
+
"loss": 0.6771,
|
807 |
+
"step": 900
|
808 |
+
},
|
809 |
+
{
|
810 |
+
"epoch": 12.05072463768116,
|
811 |
+
"grad_norm": 11.315908432006836,
|
812 |
+
"learning_rate": 3.7842190016103066e-06,
|
813 |
+
"loss": 0.659,
|
814 |
+
"step": 910
|
815 |
+
},
|
816 |
+
{
|
817 |
+
"epoch": 12.05072463768116,
|
818 |
+
"eval_accuracy": 0.7164179104477612,
|
819 |
+
"eval_accuracy_hold": 0.0,
|
820 |
+
"eval_accuracy_preparation": 0.9066666666666666,
|
821 |
+
"eval_accuracy_recovery": 0.16666666666666666,
|
822 |
+
"eval_accuracy_stroke": 0.0,
|
823 |
+
"eval_accuracy_unknown": 1.0,
|
824 |
+
"eval_loss": 0.7950567007064819,
|
825 |
+
"eval_runtime": 10.5,
|
826 |
+
"eval_samples_per_second": 12.762,
|
827 |
+
"eval_steps_per_second": 1.619,
|
828 |
+
"step": 910
|
829 |
+
},
|
830 |
+
{
|
831 |
+
"epoch": 13.007246376811594,
|
832 |
+
"grad_norm": 14.643826484680176,
|
833 |
+
"learning_rate": 3.7037037037037037e-06,
|
834 |
+
"loss": 0.7824,
|
835 |
+
"step": 920
|
836 |
+
},
|
837 |
+
{
|
838 |
+
"epoch": 13.014492753623188,
|
839 |
+
"grad_norm": 10.328850746154785,
|
840 |
+
"learning_rate": 3.6231884057971017e-06,
|
841 |
+
"loss": 0.7485,
|
842 |
+
"step": 930
|
843 |
+
},
|
844 |
+
{
|
845 |
+
"epoch": 13.021739130434783,
|
846 |
+
"grad_norm": 13.339781761169434,
|
847 |
+
"learning_rate": 3.5426731078904997e-06,
|
848 |
+
"loss": 0.6207,
|
849 |
+
"step": 940
|
850 |
+
},
|
851 |
+
{
|
852 |
+
"epoch": 13.028985507246377,
|
853 |
+
"grad_norm": 15.779186248779297,
|
854 |
+
"learning_rate": 3.462157809983897e-06,
|
855 |
+
"loss": 0.7358,
|
856 |
+
"step": 950
|
857 |
+
},
|
858 |
+
{
|
859 |
+
"epoch": 13.03623188405797,
|
860 |
+
"grad_norm": 9.903864860534668,
|
861 |
+
"learning_rate": 3.381642512077295e-06,
|
862 |
+
"loss": 0.7412,
|
863 |
+
"step": 960
|
864 |
+
},
|
865 |
+
{
|
866 |
+
"epoch": 13.043478260869565,
|
867 |
+
"grad_norm": 19.546676635742188,
|
868 |
+
"learning_rate": 3.301127214170693e-06,
|
869 |
+
"loss": 0.6234,
|
870 |
+
"step": 970
|
871 |
+
},
|
872 |
+
{
|
873 |
+
"epoch": 13.05072463768116,
|
874 |
+
"grad_norm": 11.30717945098877,
|
875 |
+
"learning_rate": 3.22061191626409e-06,
|
876 |
+
"loss": 0.6274,
|
877 |
+
"step": 980
|
878 |
+
},
|
879 |
+
{
|
880 |
+
"epoch": 13.05072463768116,
|
881 |
+
"eval_accuracy": 0.7014925373134329,
|
882 |
+
"eval_accuracy_hold": 0.0,
|
883 |
+
"eval_accuracy_preparation": 0.8933333333333333,
|
884 |
+
"eval_accuracy_recovery": 0.08333333333333333,
|
885 |
+
"eval_accuracy_stroke": 0.0,
|
886 |
+
"eval_accuracy_unknown": 1.0,
|
887 |
+
"eval_loss": 0.7753632068634033,
|
888 |
+
"eval_runtime": 10.5138,
|
889 |
+
"eval_samples_per_second": 12.745,
|
890 |
+
"eval_steps_per_second": 1.617,
|
891 |
+
"step": 980
|
892 |
+
},
|
893 |
+
{
|
894 |
+
"epoch": 14.007246376811594,
|
895 |
+
"grad_norm": 14.222391128540039,
|
896 |
+
"learning_rate": 3.140096618357488e-06,
|
897 |
+
"loss": 0.6564,
|
898 |
+
"step": 990
|
899 |
+
},
|
900 |
+
{
|
901 |
+
"epoch": 14.014492753623188,
|
902 |
+
"grad_norm": 9.9340238571167,
|
903 |
+
"learning_rate": 3.059581320450886e-06,
|
904 |
+
"loss": 0.6258,
|
905 |
+
"step": 1000
|
906 |
+
},
|
907 |
+
{
|
908 |
+
"epoch": 14.021739130434783,
|
909 |
+
"grad_norm": 21.6451416015625,
|
910 |
+
"learning_rate": 2.9790660225442837e-06,
|
911 |
+
"loss": 0.7534,
|
912 |
+
"step": 1010
|
913 |
+
},
|
914 |
+
{
|
915 |
+
"epoch": 14.028985507246377,
|
916 |
+
"grad_norm": 5.2904462814331055,
|
917 |
+
"learning_rate": 2.8985507246376816e-06,
|
918 |
+
"loss": 0.6742,
|
919 |
+
"step": 1020
|
920 |
+
},
|
921 |
+
{
|
922 |
+
"epoch": 14.03623188405797,
|
923 |
+
"grad_norm": 12.198628425598145,
|
924 |
+
"learning_rate": 2.8180354267310787e-06,
|
925 |
+
"loss": 0.6938,
|
926 |
+
"step": 1030
|
927 |
+
},
|
928 |
+
{
|
929 |
+
"epoch": 14.043478260869565,
|
930 |
+
"grad_norm": 16.807910919189453,
|
931 |
+
"learning_rate": 2.7375201288244767e-06,
|
932 |
+
"loss": 0.6308,
|
933 |
+
"step": 1040
|
934 |
+
},
|
935 |
+
{
|
936 |
+
"epoch": 14.05072463768116,
|
937 |
+
"grad_norm": 29.11658477783203,
|
938 |
+
"learning_rate": 2.6570048309178746e-06,
|
939 |
+
"loss": 0.7292,
|
940 |
+
"step": 1050
|
941 |
+
},
|
942 |
+
{
|
943 |
+
"epoch": 14.05072463768116,
|
944 |
+
"eval_accuracy": 0.6791044776119403,
|
945 |
+
"eval_accuracy_hold": 0.0,
|
946 |
+
"eval_accuracy_preparation": 0.8266666666666667,
|
947 |
+
"eval_accuracy_recovery": 0.25,
|
948 |
+
"eval_accuracy_stroke": 0.0,
|
949 |
+
"eval_accuracy_unknown": 1.0,
|
950 |
+
"eval_loss": 0.8128386735916138,
|
951 |
+
"eval_runtime": 10.6524,
|
952 |
+
"eval_samples_per_second": 12.579,
|
953 |
+
"eval_steps_per_second": 1.596,
|
954 |
+
"step": 1050
|
955 |
+
},
|
956 |
+
{
|
957 |
+
"epoch": 15.007246376811594,
|
958 |
+
"grad_norm": 19.81916046142578,
|
959 |
+
"learning_rate": 2.576489533011272e-06,
|
960 |
+
"loss": 0.6481,
|
961 |
+
"step": 1060
|
962 |
+
},
|
963 |
+
{
|
964 |
+
"epoch": 15.014492753623188,
|
965 |
+
"grad_norm": 23.879323959350586,
|
966 |
+
"learning_rate": 2.49597423510467e-06,
|
967 |
+
"loss": 0.6273,
|
968 |
+
"step": 1070
|
969 |
+
},
|
970 |
+
{
|
971 |
+
"epoch": 15.021739130434783,
|
972 |
+
"grad_norm": 26.635896682739258,
|
973 |
+
"learning_rate": 2.4154589371980677e-06,
|
974 |
+
"loss": 0.629,
|
975 |
+
"step": 1080
|
976 |
+
},
|
977 |
+
{
|
978 |
+
"epoch": 15.028985507246377,
|
979 |
+
"grad_norm": 15.82916259765625,
|
980 |
+
"learning_rate": 2.3349436392914656e-06,
|
981 |
+
"loss": 0.6142,
|
982 |
+
"step": 1090
|
983 |
+
},
|
984 |
+
{
|
985 |
+
"epoch": 15.03623188405797,
|
986 |
+
"grad_norm": 29.63594627380371,
|
987 |
+
"learning_rate": 2.254428341384863e-06,
|
988 |
+
"loss": 0.6727,
|
989 |
+
"step": 1100
|
990 |
+
},
|
991 |
+
{
|
992 |
+
"epoch": 15.043478260869565,
|
993 |
+
"grad_norm": 15.376564979553223,
|
994 |
+
"learning_rate": 2.173913043478261e-06,
|
995 |
+
"loss": 0.6719,
|
996 |
+
"step": 1110
|
997 |
+
},
|
998 |
+
{
|
999 |
+
"epoch": 15.05072463768116,
|
1000 |
+
"grad_norm": 19.15326499938965,
|
1001 |
+
"learning_rate": 2.093397745571659e-06,
|
1002 |
+
"loss": 0.7447,
|
1003 |
+
"step": 1120
|
1004 |
+
},
|
1005 |
+
{
|
1006 |
+
"epoch": 15.05072463768116,
|
1007 |
+
"eval_accuracy": 0.6865671641791045,
|
1008 |
+
"eval_accuracy_hold": 0.0,
|
1009 |
+
"eval_accuracy_preparation": 0.84,
|
1010 |
+
"eval_accuracy_recovery": 0.25,
|
1011 |
+
"eval_accuracy_stroke": 0.0,
|
1012 |
+
"eval_accuracy_unknown": 1.0,
|
1013 |
+
"eval_loss": 0.7860263586044312,
|
1014 |
+
"eval_runtime": 10.5021,
|
1015 |
+
"eval_samples_per_second": 12.759,
|
1016 |
+
"eval_steps_per_second": 1.619,
|
1017 |
+
"step": 1120
|
1018 |
+
},
|
1019 |
+
{
|
1020 |
+
"epoch": 16.007246376811594,
|
1021 |
+
"grad_norm": 12.135031700134277,
|
1022 |
+
"learning_rate": 2.0128824476650566e-06,
|
1023 |
+
"loss": 0.6189,
|
1024 |
+
"step": 1130
|
1025 |
+
},
|
1026 |
+
{
|
1027 |
+
"epoch": 16.014492753623188,
|
1028 |
+
"grad_norm": 13.124465942382812,
|
1029 |
+
"learning_rate": 1.932367149758454e-06,
|
1030 |
+
"loss": 0.5972,
|
1031 |
+
"step": 1140
|
1032 |
+
},
|
1033 |
+
{
|
1034 |
+
"epoch": 16.02173913043478,
|
1035 |
+
"grad_norm": 15.266533851623535,
|
1036 |
+
"learning_rate": 1.8518518518518519e-06,
|
1037 |
+
"loss": 0.8582,
|
1038 |
+
"step": 1150
|
1039 |
+
},
|
1040 |
+
{
|
1041 |
+
"epoch": 16.028985507246375,
|
1042 |
+
"grad_norm": 15.358236312866211,
|
1043 |
+
"learning_rate": 1.7713365539452498e-06,
|
1044 |
+
"loss": 0.5844,
|
1045 |
+
"step": 1160
|
1046 |
+
},
|
1047 |
+
{
|
1048 |
+
"epoch": 16.036231884057973,
|
1049 |
+
"grad_norm": 28.783262252807617,
|
1050 |
+
"learning_rate": 1.6908212560386476e-06,
|
1051 |
+
"loss": 0.6861,
|
1052 |
+
"step": 1170
|
1053 |
+
},
|
1054 |
+
{
|
1055 |
+
"epoch": 16.043478260869566,
|
1056 |
+
"grad_norm": 26.525894165039062,
|
1057 |
+
"learning_rate": 1.610305958132045e-06,
|
1058 |
+
"loss": 0.5341,
|
1059 |
+
"step": 1180
|
1060 |
+
},
|
1061 |
+
{
|
1062 |
+
"epoch": 16.05072463768116,
|
1063 |
+
"grad_norm": 20.598716735839844,
|
1064 |
+
"learning_rate": 1.529790660225443e-06,
|
1065 |
+
"loss": 0.5512,
|
1066 |
+
"step": 1190
|
1067 |
+
},
|
1068 |
+
{
|
1069 |
+
"epoch": 16.05072463768116,
|
1070 |
+
"eval_accuracy": 0.7014925373134329,
|
1071 |
+
"eval_accuracy_hold": 0.0625,
|
1072 |
+
"eval_accuracy_preparation": 0.8666666666666667,
|
1073 |
+
"eval_accuracy_recovery": 0.16666666666666666,
|
1074 |
+
"eval_accuracy_stroke": 0.0,
|
1075 |
+
"eval_accuracy_unknown": 1.0,
|
1076 |
+
"eval_loss": 0.7839486598968506,
|
1077 |
+
"eval_runtime": 10.6658,
|
1078 |
+
"eval_samples_per_second": 12.564,
|
1079 |
+
"eval_steps_per_second": 1.594,
|
1080 |
+
"step": 1190
|
1081 |
+
},
|
1082 |
+
{
|
1083 |
+
"epoch": 17.007246376811594,
|
1084 |
+
"grad_norm": 15.926338195800781,
|
1085 |
+
"learning_rate": 1.4492753623188408e-06,
|
1086 |
+
"loss": 0.6122,
|
1087 |
+
"step": 1200
|
1088 |
+
},
|
1089 |
+
{
|
1090 |
+
"epoch": 17.014492753623188,
|
1091 |
+
"grad_norm": 9.888009071350098,
|
1092 |
+
"learning_rate": 1.3687600644122383e-06,
|
1093 |
+
"loss": 0.6741,
|
1094 |
+
"step": 1210
|
1095 |
+
},
|
1096 |
+
{
|
1097 |
+
"epoch": 17.02173913043478,
|
1098 |
+
"grad_norm": 7.94158935546875,
|
1099 |
+
"learning_rate": 1.288244766505636e-06,
|
1100 |
+
"loss": 0.5769,
|
1101 |
+
"step": 1220
|
1102 |
+
},
|
1103 |
+
{
|
1104 |
+
"epoch": 17.028985507246375,
|
1105 |
+
"grad_norm": 12.030184745788574,
|
1106 |
+
"learning_rate": 1.2077294685990338e-06,
|
1107 |
+
"loss": 0.7706,
|
1108 |
+
"step": 1230
|
1109 |
+
},
|
1110 |
+
{
|
1111 |
+
"epoch": 17.036231884057973,
|
1112 |
+
"grad_norm": 12.405618667602539,
|
1113 |
+
"learning_rate": 1.1272141706924316e-06,
|
1114 |
+
"loss": 0.7073,
|
1115 |
+
"step": 1240
|
1116 |
+
},
|
1117 |
+
{
|
1118 |
+
"epoch": 17.043478260869566,
|
1119 |
+
"grad_norm": 18.144861221313477,
|
1120 |
+
"learning_rate": 1.0466988727858295e-06,
|
1121 |
+
"loss": 0.5714,
|
1122 |
+
"step": 1250
|
1123 |
+
},
|
1124 |
+
{
|
1125 |
+
"epoch": 17.05072463768116,
|
1126 |
+
"grad_norm": 51.77016067504883,
|
1127 |
+
"learning_rate": 9.66183574879227e-07,
|
1128 |
+
"loss": 0.3404,
|
1129 |
+
"step": 1260
|
1130 |
+
},
|
1131 |
+
{
|
1132 |
+
"epoch": 17.05072463768116,
|
1133 |
+
"eval_accuracy": 0.7014925373134329,
|
1134 |
+
"eval_accuracy_hold": 0.0,
|
1135 |
+
"eval_accuracy_preparation": 0.8533333333333334,
|
1136 |
+
"eval_accuracy_recovery": 0.3333333333333333,
|
1137 |
+
"eval_accuracy_stroke": 0.0,
|
1138 |
+
"eval_accuracy_unknown": 1.0,
|
1139 |
+
"eval_loss": 0.8054906725883484,
|
1140 |
+
"eval_runtime": 10.759,
|
1141 |
+
"eval_samples_per_second": 12.455,
|
1142 |
+
"eval_steps_per_second": 1.58,
|
1143 |
+
"step": 1260
|
1144 |
+
},
|
1145 |
+
{
|
1146 |
+
"epoch": 18.007246376811594,
|
1147 |
+
"grad_norm": 22.187854766845703,
|
1148 |
+
"learning_rate": 8.856682769726249e-07,
|
1149 |
+
"loss": 0.6113,
|
1150 |
+
"step": 1270
|
1151 |
+
},
|
1152 |
+
{
|
1153 |
+
"epoch": 18.014492753623188,
|
1154 |
+
"grad_norm": 16.749889373779297,
|
1155 |
+
"learning_rate": 8.051529790660226e-07,
|
1156 |
+
"loss": 0.6058,
|
1157 |
+
"step": 1280
|
1158 |
+
},
|
1159 |
+
{
|
1160 |
+
"epoch": 18.02173913043478,
|
1161 |
+
"grad_norm": 16.847583770751953,
|
1162 |
+
"learning_rate": 7.246376811594204e-07,
|
1163 |
+
"loss": 0.7215,
|
1164 |
+
"step": 1290
|
1165 |
+
},
|
1166 |
+
{
|
1167 |
+
"epoch": 18.028985507246375,
|
1168 |
+
"grad_norm": 71.80619049072266,
|
1169 |
+
"learning_rate": 6.44122383252818e-07,
|
1170 |
+
"loss": 0.483,
|
1171 |
+
"step": 1300
|
1172 |
+
},
|
1173 |
+
{
|
1174 |
+
"epoch": 18.036231884057973,
|
1175 |
+
"grad_norm": 13.316573143005371,
|
1176 |
+
"learning_rate": 5.636070853462158e-07,
|
1177 |
+
"loss": 0.585,
|
1178 |
+
"step": 1310
|
1179 |
+
},
|
1180 |
+
{
|
1181 |
+
"epoch": 18.043478260869566,
|
1182 |
+
"grad_norm": 22.565717697143555,
|
1183 |
+
"learning_rate": 4.830917874396135e-07,
|
1184 |
+
"loss": 0.5584,
|
1185 |
+
"step": 1320
|
1186 |
+
},
|
1187 |
+
{
|
1188 |
+
"epoch": 18.05072463768116,
|
1189 |
+
"grad_norm": 9.562509536743164,
|
1190 |
+
"learning_rate": 4.025764895330113e-07,
|
1191 |
+
"loss": 0.4406,
|
1192 |
+
"step": 1330
|
1193 |
+
},
|
1194 |
+
{
|
1195 |
+
"epoch": 18.05072463768116,
|
1196 |
+
"eval_accuracy": 0.6865671641791045,
|
1197 |
+
"eval_accuracy_hold": 0.0,
|
1198 |
+
"eval_accuracy_preparation": 0.8533333333333334,
|
1199 |
+
"eval_accuracy_recovery": 0.16666666666666666,
|
1200 |
+
"eval_accuracy_stroke": 0.0,
|
1201 |
+
"eval_accuracy_unknown": 1.0,
|
1202 |
+
"eval_loss": 0.7800428867340088,
|
1203 |
+
"eval_runtime": 10.5812,
|
1204 |
+
"eval_samples_per_second": 12.664,
|
1205 |
+
"eval_steps_per_second": 1.607,
|
1206 |
+
"step": 1330
|
1207 |
+
},
|
1208 |
+
{
|
1209 |
+
"epoch": 19.007246376811594,
|
1210 |
+
"grad_norm": 14.316792488098145,
|
1211 |
+
"learning_rate": 3.22061191626409e-07,
|
1212 |
+
"loss": 0.5768,
|
1213 |
+
"step": 1340
|
1214 |
+
},
|
1215 |
+
{
|
1216 |
+
"epoch": 19.014492753623188,
|
1217 |
+
"grad_norm": 12.971110343933105,
|
1218 |
+
"learning_rate": 2.4154589371980677e-07,
|
1219 |
+
"loss": 0.5324,
|
1220 |
+
"step": 1350
|
1221 |
+
},
|
1222 |
+
{
|
1223 |
+
"epoch": 19.02173913043478,
|
1224 |
+
"grad_norm": 18.0727596282959,
|
1225 |
+
"learning_rate": 1.610305958132045e-07,
|
1226 |
+
"loss": 0.4406,
|
1227 |
+
"step": 1360
|
1228 |
+
},
|
1229 |
+
{
|
1230 |
+
"epoch": 19.028985507246375,
|
1231 |
+
"grad_norm": 20.428890228271484,
|
1232 |
+
"learning_rate": 8.051529790660226e-08,
|
1233 |
+
"loss": 0.5222,
|
1234 |
+
"step": 1370
|
1235 |
+
},
|
1236 |
+
{
|
1237 |
+
"epoch": 19.036231884057973,
|
1238 |
+
"grad_norm": 28.665119171142578,
|
1239 |
+
"learning_rate": 0.0,
|
1240 |
+
"loss": 0.6358,
|
1241 |
+
"step": 1380
|
1242 |
+
},
|
1243 |
+
{
|
1244 |
+
"epoch": 19.036231884057973,
|
1245 |
+
"eval_accuracy": 0.7014925373134329,
|
1246 |
+
"eval_accuracy_hold": 0.0,
|
1247 |
+
"eval_accuracy_preparation": 0.88,
|
1248 |
+
"eval_accuracy_recovery": 0.16666666666666666,
|
1249 |
+
"eval_accuracy_stroke": 0.0,
|
1250 |
+
"eval_accuracy_unknown": 1.0,
|
1251 |
+
"eval_loss": 0.7816389203071594,
|
1252 |
+
"eval_runtime": 10.5317,
|
1253 |
+
"eval_samples_per_second": 12.724,
|
1254 |
+
"eval_steps_per_second": 1.614,
|
1255 |
+
"step": 1380
|
1256 |
+
},
|
1257 |
+
{
|
1258 |
+
"epoch": 19.036231884057973,
|
1259 |
+
"step": 1380,
|
1260 |
+
"total_flos": 1.3709569395152978e+19,
|
1261 |
+
"train_loss": 0.8566418366155762,
|
1262 |
+
"train_runtime": 2187.3823,
|
1263 |
+
"train_samples_per_second": 5.047,
|
1264 |
+
"train_steps_per_second": 0.631
|
1265 |
+
},
|
1266 |
+
{
|
1267 |
+
"epoch": 19.036231884057973,
|
1268 |
+
"eval_accuracy": 0.6870748299319728,
|
1269 |
+
"eval_accuracy_hold": 0.0,
|
1270 |
+
"eval_accuracy_preparation": 0.922077922077922,
|
1271 |
+
"eval_accuracy_recovery": 0.0,
|
1272 |
+
"eval_accuracy_stroke": 0.0,
|
1273 |
+
"eval_accuracy_unknown": 0.8571428571428571,
|
1274 |
+
"eval_loss": 0.9822249412536621,
|
1275 |
+
"eval_runtime": 13.5675,
|
1276 |
+
"eval_samples_per_second": 10.835,
|
1277 |
+
"eval_steps_per_second": 1.4,
|
1278 |
+
"step": 1380
|
1279 |
+
},
|
1280 |
+
{
|
1281 |
+
"epoch": 19.036231884057973,
|
1282 |
+
"eval_accuracy": 0.6870748299319728,
|
1283 |
+
"eval_accuracy_hold": 0.0,
|
1284 |
+
"eval_accuracy_preparation": 0.922077922077922,
|
1285 |
+
"eval_accuracy_recovery": 0.0,
|
1286 |
+
"eval_accuracy_stroke": 0.0,
|
1287 |
+
"eval_accuracy_unknown": 0.8571428571428571,
|
1288 |
+
"eval_loss": 0.9822250604629517,
|
1289 |
+
"eval_runtime": 12.2253,
|
1290 |
+
"eval_samples_per_second": 12.024,
|
1291 |
+
"eval_steps_per_second": 1.554,
|
1292 |
+
"step": 1380
|
1293 |
+
}
|
1294 |
+
],
|
1295 |
+
"logging_steps": 10,
|
1296 |
+
"max_steps": 1380,
|
1297 |
+
"num_input_tokens_seen": 0,
|
1298 |
+
"num_train_epochs": 9223372036854775807,
|
1299 |
+
"save_steps": 500,
|
1300 |
+
"stateful_callbacks": {
|
1301 |
+
"TrainerControl": {
|
1302 |
+
"args": {
|
1303 |
+
"should_epoch_stop": false,
|
1304 |
+
"should_evaluate": false,
|
1305 |
+
"should_log": false,
|
1306 |
+
"should_save": true,
|
1307 |
+
"should_training_stop": true
|
1308 |
+
},
|
1309 |
+
"attributes": {}
|
1310 |
+
}
|
1311 |
+
},
|
1312 |
+
"total_flos": 1.3709569395152978e+19,
|
1313 |
+
"train_batch_size": 8,
|
1314 |
+
"trial_name": null,
|
1315 |
+
"trial_params": null
|
1316 |
+
}
|