End of training
Browse files- all_results.json +23 -0
- eval_results.json +11 -0
- runs/Dec22_00-19-52_Phoenix/events.out.tfevents.1703209582.Phoenix.6124.1 +3 -0
- test_results.json +11 -0
- train_results.json +7 -0
- trainer_state.json +180 -0
all_results.json
ADDED
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"Test_accuracy": 0.8402655923185984,
|
3 |
+
"Test_f1": 0.9026262418812415,
|
4 |
+
"Test_loss": 0.9211709499359131,
|
5 |
+
"Test_precision": 0.9955263604960644,
|
6 |
+
"Test_recall": 0.8255846717385179,
|
7 |
+
"Test_runtime": 1883.9993,
|
8 |
+
"Test_samples_per_second": 37.812,
|
9 |
+
"Test_steps_per_second": 4.727,
|
10 |
+
"Validation_accuracy": 0.9874416358074384,
|
11 |
+
"Validation_f1": 0.9930316701657211,
|
12 |
+
"Validation_loss": 0.059659235179424286,
|
13 |
+
"Validation_precision": 0.989011477889492,
|
14 |
+
"Validation_recall": 0.9970846788661644,
|
15 |
+
"Validation_runtime": 627.2883,
|
16 |
+
"Validation_samples_per_second": 39.605,
|
17 |
+
"Validation_steps_per_second": 4.951,
|
18 |
+
"epoch": 3.0,
|
19 |
+
"train_loss": 0.0399566938992414,
|
20 |
+
"train_runtime": 4074.0795,
|
21 |
+
"train_samples_per_second": 18.689,
|
22 |
+
"train_steps_per_second": 2.336
|
23 |
+
}
|
eval_results.json
ADDED
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"Validation_accuracy": 0.9874416358074384,
|
3 |
+
"Validation_f1": 0.9930316701657211,
|
4 |
+
"Validation_loss": 0.059659235179424286,
|
5 |
+
"Validation_precision": 0.989011477889492,
|
6 |
+
"Validation_recall": 0.9970846788661644,
|
7 |
+
"Validation_runtime": 627.2883,
|
8 |
+
"Validation_samples_per_second": 39.605,
|
9 |
+
"Validation_steps_per_second": 4.951,
|
10 |
+
"epoch": 3.0
|
11 |
+
}
|
runs/Dec22_00-19-52_Phoenix/events.out.tfevents.1703209582.Phoenix.6124.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:39888d1ef11eb8ca16b11ba0658bd9cfca4ab920267b2e0f689bbeb214137788
|
3 |
+
size 1176
|
test_results.json
ADDED
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"Test_accuracy": 0.8402655923185984,
|
3 |
+
"Test_f1": 0.9026262418812415,
|
4 |
+
"Test_loss": 0.9211709499359131,
|
5 |
+
"Test_precision": 0.9955263604960644,
|
6 |
+
"Test_recall": 0.8255846717385179,
|
7 |
+
"Test_runtime": 1883.9993,
|
8 |
+
"Test_samples_per_second": 37.812,
|
9 |
+
"Test_steps_per_second": 4.727,
|
10 |
+
"epoch": 3.0
|
11 |
+
}
|
train_results.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 3.0,
|
3 |
+
"train_loss": 0.0399566938992414,
|
4 |
+
"train_runtime": 4074.0795,
|
5 |
+
"train_samples_per_second": 18.689,
|
6 |
+
"train_steps_per_second": 2.336
|
7 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,180 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.059659235179424286,
|
3 |
+
"best_model_checkpoint": "W:/res/Transformers/VIT-MFCC-Synthetic-Voice-Detection\\checkpoint-6346",
|
4 |
+
"epoch": 3.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 9519,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.16,
|
13 |
+
"learning_rate": 4.7373673705221136e-05,
|
14 |
+
"loss": 0.2498,
|
15 |
+
"step": 500
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 0.32,
|
19 |
+
"learning_rate": 4.4747347410442276e-05,
|
20 |
+
"loss": 0.153,
|
21 |
+
"step": 1000
|
22 |
+
},
|
23 |
+
{
|
24 |
+
"epoch": 0.47,
|
25 |
+
"learning_rate": 4.212102111566341e-05,
|
26 |
+
"loss": 0.0707,
|
27 |
+
"step": 1500
|
28 |
+
},
|
29 |
+
{
|
30 |
+
"epoch": 0.63,
|
31 |
+
"learning_rate": 3.949469482088455e-05,
|
32 |
+
"loss": 0.0424,
|
33 |
+
"step": 2000
|
34 |
+
},
|
35 |
+
{
|
36 |
+
"epoch": 0.79,
|
37 |
+
"learning_rate": 3.686836852610568e-05,
|
38 |
+
"loss": 0.0532,
|
39 |
+
"step": 2500
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 0.95,
|
43 |
+
"learning_rate": 3.424204223132682e-05,
|
44 |
+
"loss": 0.0283,
|
45 |
+
"step": 3000
|
46 |
+
},
|
47 |
+
{
|
48 |
+
"epoch": 1.0,
|
49 |
+
"eval_accuracy": 0.9796731605216551,
|
50 |
+
"eval_f1": 0.9887974444863462,
|
51 |
+
"eval_loss": 0.09577164798974991,
|
52 |
+
"eval_precision": 0.9782293815564237,
|
53 |
+
"eval_recall": 0.9995963401506996,
|
54 |
+
"eval_runtime": 652.1425,
|
55 |
+
"eval_samples_per_second": 38.096,
|
56 |
+
"eval_steps_per_second": 4.763,
|
57 |
+
"step": 3173
|
58 |
+
},
|
59 |
+
{
|
60 |
+
"epoch": 1.1,
|
61 |
+
"learning_rate": 3.1615715936547956e-05,
|
62 |
+
"loss": 0.032,
|
63 |
+
"step": 3500
|
64 |
+
},
|
65 |
+
{
|
66 |
+
"epoch": 1.26,
|
67 |
+
"learning_rate": 2.8989389641769092e-05,
|
68 |
+
"loss": 0.0184,
|
69 |
+
"step": 4000
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 1.42,
|
73 |
+
"learning_rate": 2.636306334699023e-05,
|
74 |
+
"loss": 0.0268,
|
75 |
+
"step": 4500
|
76 |
+
},
|
77 |
+
{
|
78 |
+
"epoch": 1.58,
|
79 |
+
"learning_rate": 2.373673705221137e-05,
|
80 |
+
"loss": 0.0241,
|
81 |
+
"step": 5000
|
82 |
+
},
|
83 |
+
{
|
84 |
+
"epoch": 1.73,
|
85 |
+
"learning_rate": 2.1110410757432505e-05,
|
86 |
+
"loss": 0.0096,
|
87 |
+
"step": 5500
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 1.89,
|
91 |
+
"learning_rate": 1.8484084462653642e-05,
|
92 |
+
"loss": 0.0227,
|
93 |
+
"step": 6000
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 2.0,
|
97 |
+
"eval_accuracy": 0.9874416358074384,
|
98 |
+
"eval_f1": 0.9930316701657211,
|
99 |
+
"eval_loss": 0.059659235179424286,
|
100 |
+
"eval_precision": 0.989011477889492,
|
101 |
+
"eval_recall": 0.9970846788661644,
|
102 |
+
"eval_runtime": 654.1939,
|
103 |
+
"eval_samples_per_second": 37.977,
|
104 |
+
"eval_steps_per_second": 4.748,
|
105 |
+
"step": 6346
|
106 |
+
},
|
107 |
+
{
|
108 |
+
"epoch": 2.05,
|
109 |
+
"learning_rate": 1.585775816787478e-05,
|
110 |
+
"loss": 0.01,
|
111 |
+
"step": 6500
|
112 |
+
},
|
113 |
+
{
|
114 |
+
"epoch": 2.21,
|
115 |
+
"learning_rate": 1.3231431873095915e-05,
|
116 |
+
"loss": 0.0044,
|
117 |
+
"step": 7000
|
118 |
+
},
|
119 |
+
{
|
120 |
+
"epoch": 2.36,
|
121 |
+
"learning_rate": 1.060510557831705e-05,
|
122 |
+
"loss": 0.0005,
|
123 |
+
"step": 7500
|
124 |
+
},
|
125 |
+
{
|
126 |
+
"epoch": 2.52,
|
127 |
+
"learning_rate": 7.978779283538187e-06,
|
128 |
+
"loss": 0.0072,
|
129 |
+
"step": 8000
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 2.68,
|
133 |
+
"learning_rate": 5.352452988759324e-06,
|
134 |
+
"loss": 0.0013,
|
135 |
+
"step": 8500
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 2.84,
|
139 |
+
"learning_rate": 2.7261266939804603e-06,
|
140 |
+
"loss": 0.0026,
|
141 |
+
"step": 9000
|
142 |
+
},
|
143 |
+
{
|
144 |
+
"epoch": 2.99,
|
145 |
+
"learning_rate": 9.98003992015968e-08,
|
146 |
+
"loss": 0.0036,
|
147 |
+
"step": 9500
|
148 |
+
},
|
149 |
+
{
|
150 |
+
"epoch": 3.0,
|
151 |
+
"eval_accuracy": 0.9804379327000483,
|
152 |
+
"eval_f1": 0.9892177308426143,
|
153 |
+
"eval_loss": 0.12125047296285629,
|
154 |
+
"eval_precision": 0.9787514268153481,
|
155 |
+
"eval_recall": 0.9999102978112666,
|
156 |
+
"eval_runtime": 663.6055,
|
157 |
+
"eval_samples_per_second": 37.438,
|
158 |
+
"eval_steps_per_second": 4.68,
|
159 |
+
"step": 9519
|
160 |
+
},
|
161 |
+
{
|
162 |
+
"epoch": 3.0,
|
163 |
+
"step": 9519,
|
164 |
+
"total_flos": 5.900240089255035e+18,
|
165 |
+
"train_loss": 0.0399566938992414,
|
166 |
+
"train_runtime": 4074.0795,
|
167 |
+
"train_samples_per_second": 18.689,
|
168 |
+
"train_steps_per_second": 2.336
|
169 |
+
}
|
170 |
+
],
|
171 |
+
"logging_steps": 500,
|
172 |
+
"max_steps": 9519,
|
173 |
+
"num_input_tokens_seen": 0,
|
174 |
+
"num_train_epochs": 3,
|
175 |
+
"save_steps": 500,
|
176 |
+
"total_flos": 5.900240089255035e+18,
|
177 |
+
"train_batch_size": 8,
|
178 |
+
"trial_name": null,
|
179 |
+
"trial_params": null
|
180 |
+
}
|