Abdulwahab Sahyoun
commited on
Commit
•
3637072
1
Parent(s):
49583eb
End of training
Browse files- all_results.json +14 -0
- eval_results.json +9 -0
- train_results.json +8 -0
- trainer_state.json +715 -0
all_results.json
ADDED
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 14.78,
|
3 |
+
"eval_loss": 0.717069685459137,
|
4 |
+
"eval_runtime": 202.6594,
|
5 |
+
"eval_samples": 4899,
|
6 |
+
"eval_samples_per_second": 24.174,
|
7 |
+
"eval_steps_per_second": 0.76,
|
8 |
+
"eval_wer": 0.333567605557658,
|
9 |
+
"train_loss": 0.0,
|
10 |
+
"train_runtime": 70.228,
|
11 |
+
"train_samples": 14730,
|
12 |
+
"train_samples_per_second": 4194.91,
|
13 |
+
"train_steps_per_second": 65.501
|
14 |
+
}
|
eval_results.json
ADDED
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 14.78,
|
3 |
+
"eval_loss": 0.717069685459137,
|
4 |
+
"eval_runtime": 202.6594,
|
5 |
+
"eval_samples": 4899,
|
6 |
+
"eval_samples_per_second": 24.174,
|
7 |
+
"eval_steps_per_second": 0.76,
|
8 |
+
"eval_wer": 0.333567605557658
|
9 |
+
}
|
train_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 14.78,
|
3 |
+
"train_loss": 0.0,
|
4 |
+
"train_runtime": 70.228,
|
5 |
+
"train_samples": 14730,
|
6 |
+
"train_samples_per_second": 4194.91,
|
7 |
+
"train_steps_per_second": 65.501
|
8 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,715 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 14.781758957654723,
|
5 |
+
"global_step": 6800,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.22,
|
12 |
+
"eval_loss": 5.188871383666992,
|
13 |
+
"eval_runtime": 204.5528,
|
14 |
+
"eval_samples_per_second": 23.95,
|
15 |
+
"eval_steps_per_second": 1.501,
|
16 |
+
"eval_wer": 1.0,
|
17 |
+
"step": 100
|
18 |
+
},
|
19 |
+
{
|
20 |
+
"epoch": 0.43,
|
21 |
+
"eval_loss": 3.1129117012023926,
|
22 |
+
"eval_runtime": 202.5006,
|
23 |
+
"eval_samples_per_second": 24.193,
|
24 |
+
"eval_steps_per_second": 1.516,
|
25 |
+
"eval_wer": 1.0,
|
26 |
+
"step": 200
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 0.65,
|
30 |
+
"eval_loss": 3.050328254699707,
|
31 |
+
"eval_runtime": 212.2496,
|
32 |
+
"eval_samples_per_second": 23.081,
|
33 |
+
"eval_steps_per_second": 1.446,
|
34 |
+
"eval_wer": 1.0,
|
35 |
+
"step": 300
|
36 |
+
},
|
37 |
+
{
|
38 |
+
"epoch": 0.87,
|
39 |
+
"eval_loss": 3.027885913848877,
|
40 |
+
"eval_runtime": 207.467,
|
41 |
+
"eval_samples_per_second": 23.613,
|
42 |
+
"eval_steps_per_second": 1.48,
|
43 |
+
"eval_wer": 1.0,
|
44 |
+
"step": 400
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 1.09,
|
48 |
+
"learning_rate": 0.00029759999999999997,
|
49 |
+
"loss": 6.2756,
|
50 |
+
"step": 500
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 1.09,
|
54 |
+
"eval_loss": 2.996450662612915,
|
55 |
+
"eval_runtime": 204.103,
|
56 |
+
"eval_samples_per_second": 24.003,
|
57 |
+
"eval_steps_per_second": 1.504,
|
58 |
+
"eval_wer": 1.0,
|
59 |
+
"step": 500
|
60 |
+
},
|
61 |
+
{
|
62 |
+
"epoch": 1.3,
|
63 |
+
"eval_loss": 2.3617873191833496,
|
64 |
+
"eval_runtime": 203.0453,
|
65 |
+
"eval_samples_per_second": 24.128,
|
66 |
+
"eval_steps_per_second": 1.512,
|
67 |
+
"eval_wer": 0.999270151916527,
|
68 |
+
"step": 600
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 1.52,
|
72 |
+
"eval_loss": 1.2715116739273071,
|
73 |
+
"eval_runtime": 201.791,
|
74 |
+
"eval_samples_per_second": 24.278,
|
75 |
+
"eval_steps_per_second": 1.521,
|
76 |
+
"eval_wer": 0.8758177001675947,
|
77 |
+
"step": 700
|
78 |
+
},
|
79 |
+
{
|
80 |
+
"epoch": 1.74,
|
81 |
+
"eval_loss": 0.9970846772193909,
|
82 |
+
"eval_runtime": 204.0755,
|
83 |
+
"eval_samples_per_second": 24.006,
|
84 |
+
"eval_steps_per_second": 1.504,
|
85 |
+
"eval_wer": 0.7156295615505217,
|
86 |
+
"step": 800
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 1.96,
|
90 |
+
"eval_loss": 0.8927041292190552,
|
91 |
+
"eval_runtime": 204.7029,
|
92 |
+
"eval_samples_per_second": 23.932,
|
93 |
+
"eval_steps_per_second": 1.5,
|
94 |
+
"eval_wer": 0.6382116018813861,
|
95 |
+
"step": 900
|
96 |
+
},
|
97 |
+
{
|
98 |
+
"epoch": 2.17,
|
99 |
+
"learning_rate": 0.00027675,
|
100 |
+
"loss": 1.712,
|
101 |
+
"step": 1000
|
102 |
+
},
|
103 |
+
{
|
104 |
+
"epoch": 2.17,
|
105 |
+
"eval_loss": 0.8251833319664001,
|
106 |
+
"eval_runtime": 201.65,
|
107 |
+
"eval_samples_per_second": 24.295,
|
108 |
+
"eval_steps_per_second": 1.522,
|
109 |
+
"eval_wer": 0.5926366437800724,
|
110 |
+
"step": 1000
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 2.39,
|
114 |
+
"eval_loss": 0.7793710827827454,
|
115 |
+
"eval_runtime": 203.5019,
|
116 |
+
"eval_samples_per_second": 24.073,
|
117 |
+
"eval_steps_per_second": 1.509,
|
118 |
+
"eval_wer": 0.5433854138508948,
|
119 |
+
"step": 1100
|
120 |
+
},
|
121 |
+
{
|
122 |
+
"epoch": 2.61,
|
123 |
+
"eval_loss": 0.7556658983230591,
|
124 |
+
"eval_runtime": 204.1458,
|
125 |
+
"eval_samples_per_second": 23.998,
|
126 |
+
"eval_steps_per_second": 1.504,
|
127 |
+
"eval_wer": 0.509244742390658,
|
128 |
+
"step": 1200
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 2.83,
|
132 |
+
"eval_loss": 0.7346892952919006,
|
133 |
+
"eval_runtime": 201.906,
|
134 |
+
"eval_samples_per_second": 24.264,
|
135 |
+
"eval_steps_per_second": 1.521,
|
136 |
+
"eval_wer": 0.5203005892847489,
|
137 |
+
"step": 1300
|
138 |
+
},
|
139 |
+
{
|
140 |
+
"epoch": 3.04,
|
141 |
+
"eval_loss": 0.7189395427703857,
|
142 |
+
"eval_runtime": 202.2047,
|
143 |
+
"eval_samples_per_second": 24.228,
|
144 |
+
"eval_steps_per_second": 1.518,
|
145 |
+
"eval_wer": 0.49286370762826404,
|
146 |
+
"step": 1400
|
147 |
+
},
|
148 |
+
{
|
149 |
+
"epoch": 3.26,
|
150 |
+
"learning_rate": 0.00025331249999999996,
|
151 |
+
"loss": 0.9305,
|
152 |
+
"step": 1500
|
153 |
+
},
|
154 |
+
{
|
155 |
+
"epoch": 3.26,
|
156 |
+
"eval_loss": 0.6819509267807007,
|
157 |
+
"eval_runtime": 201.6073,
|
158 |
+
"eval_samples_per_second": 24.3,
|
159 |
+
"eval_steps_per_second": 1.523,
|
160 |
+
"eval_wer": 0.45947991566199925,
|
161 |
+
"step": 1500
|
162 |
+
},
|
163 |
+
{
|
164 |
+
"epoch": 3.48,
|
165 |
+
"eval_loss": 0.679171085357666,
|
166 |
+
"eval_runtime": 201.2709,
|
167 |
+
"eval_samples_per_second": 24.34,
|
168 |
+
"eval_steps_per_second": 1.525,
|
169 |
+
"eval_wer": 0.4504243931448343,
|
170 |
+
"step": 1600
|
171 |
+
},
|
172 |
+
{
|
173 |
+
"epoch": 3.69,
|
174 |
+
"eval_loss": 0.6596325635910034,
|
175 |
+
"eval_runtime": 201.0715,
|
176 |
+
"eval_samples_per_second": 24.364,
|
177 |
+
"eval_steps_per_second": 1.527,
|
178 |
+
"eval_wer": 0.44423420014056336,
|
179 |
+
"step": 1700
|
180 |
+
},
|
181 |
+
{
|
182 |
+
"epoch": 3.91,
|
183 |
+
"eval_loss": 0.6755712628364563,
|
184 |
+
"eval_runtime": 202.0726,
|
185 |
+
"eval_samples_per_second": 24.244,
|
186 |
+
"eval_steps_per_second": 1.519,
|
187 |
+
"eval_wer": 0.4431529437206033,
|
188 |
+
"step": 1800
|
189 |
+
},
|
190 |
+
{
|
191 |
+
"epoch": 4.13,
|
192 |
+
"eval_loss": 0.6663188338279724,
|
193 |
+
"eval_runtime": 200.5093,
|
194 |
+
"eval_samples_per_second": 24.433,
|
195 |
+
"eval_steps_per_second": 1.531,
|
196 |
+
"eval_wer": 0.43920635778774936,
|
197 |
+
"step": 1900
|
198 |
+
},
|
199 |
+
{
|
200 |
+
"epoch": 4.35,
|
201 |
+
"learning_rate": 0.00022987499999999996,
|
202 |
+
"loss": 0.737,
|
203 |
+
"step": 2000
|
204 |
+
},
|
205 |
+
{
|
206 |
+
"epoch": 4.35,
|
207 |
+
"eval_loss": 0.6478506326675415,
|
208 |
+
"eval_runtime": 202.9556,
|
209 |
+
"eval_samples_per_second": 24.138,
|
210 |
+
"eval_steps_per_second": 1.513,
|
211 |
+
"eval_wer": 0.43720603341082337,
|
212 |
+
"step": 2000
|
213 |
+
},
|
214 |
+
{
|
215 |
+
"epoch": 4.56,
|
216 |
+
"eval_loss": 0.6353247761726379,
|
217 |
+
"eval_runtime": 202.5451,
|
218 |
+
"eval_samples_per_second": 24.187,
|
219 |
+
"eval_steps_per_second": 1.516,
|
220 |
+
"eval_wer": 0.4203384332594475,
|
221 |
+
"step": 2100
|
222 |
+
},
|
223 |
+
{
|
224 |
+
"epoch": 4.78,
|
225 |
+
"eval_loss": 0.6251159906387329,
|
226 |
+
"eval_runtime": 204.4658,
|
227 |
+
"eval_samples_per_second": 23.96,
|
228 |
+
"eval_steps_per_second": 1.501,
|
229 |
+
"eval_wer": 0.4087960209763746,
|
230 |
+
"step": 2200
|
231 |
+
},
|
232 |
+
{
|
233 |
+
"epoch": 5.0,
|
234 |
+
"eval_loss": 0.6208750605583191,
|
235 |
+
"eval_runtime": 204.1125,
|
236 |
+
"eval_samples_per_second": 24.001,
|
237 |
+
"eval_steps_per_second": 1.504,
|
238 |
+
"eval_wer": 0.4176893550305455,
|
239 |
+
"step": 2300
|
240 |
+
},
|
241 |
+
{
|
242 |
+
"epoch": 5.22,
|
243 |
+
"eval_loss": 0.6639252305030823,
|
244 |
+
"eval_runtime": 235.6403,
|
245 |
+
"eval_samples_per_second": 20.79,
|
246 |
+
"eval_steps_per_second": 1.303,
|
247 |
+
"eval_wer": 0.40941774341785153,
|
248 |
+
"step": 2400
|
249 |
+
},
|
250 |
+
{
|
251 |
+
"epoch": 5.43,
|
252 |
+
"learning_rate": 0.00020643749999999997,
|
253 |
+
"loss": 0.6247,
|
254 |
+
"step": 2500
|
255 |
+
},
|
256 |
+
{
|
257 |
+
"epoch": 5.43,
|
258 |
+
"eval_loss": 0.6407893300056458,
|
259 |
+
"eval_runtime": 278.1573,
|
260 |
+
"eval_samples_per_second": 17.612,
|
261 |
+
"eval_steps_per_second": 1.104,
|
262 |
+
"eval_wer": 0.39701032599881064,
|
263 |
+
"step": 2500
|
264 |
+
},
|
265 |
+
{
|
266 |
+
"epoch": 5.65,
|
267 |
+
"eval_loss": 0.6373021006584167,
|
268 |
+
"eval_runtime": 207.7541,
|
269 |
+
"eval_samples_per_second": 23.581,
|
270 |
+
"eval_steps_per_second": 1.478,
|
271 |
+
"eval_wer": 0.39322592852895066,
|
272 |
+
"step": 2600
|
273 |
+
},
|
274 |
+
{
|
275 |
+
"epoch": 5.87,
|
276 |
+
"eval_loss": 0.6411147713661194,
|
277 |
+
"eval_runtime": 228.4908,
|
278 |
+
"eval_samples_per_second": 21.441,
|
279 |
+
"eval_steps_per_second": 1.344,
|
280 |
+
"eval_wer": 0.39276639455046763,
|
281 |
+
"step": 2700
|
282 |
+
},
|
283 |
+
{
|
284 |
+
"epoch": 6.09,
|
285 |
+
"eval_loss": 0.6378452181816101,
|
286 |
+
"eval_runtime": 202.0494,
|
287 |
+
"eval_samples_per_second": 24.247,
|
288 |
+
"eval_steps_per_second": 1.519,
|
289 |
+
"eval_wer": 0.38971184516408064,
|
290 |
+
"step": 2800
|
291 |
+
},
|
292 |
+
{
|
293 |
+
"epoch": 6.3,
|
294 |
+
"eval_loss": 0.6396178007125854,
|
295 |
+
"eval_runtime": 201.6642,
|
296 |
+
"eval_samples_per_second": 24.293,
|
297 |
+
"eval_steps_per_second": 1.522,
|
298 |
+
"eval_wer": 0.39287452019246366,
|
299 |
+
"step": 2900
|
300 |
+
},
|
301 |
+
{
|
302 |
+
"epoch": 6.52,
|
303 |
+
"learning_rate": 0.00018299999999999998,
|
304 |
+
"loss": 0.5443,
|
305 |
+
"step": 3000
|
306 |
+
},
|
307 |
+
{
|
308 |
+
"epoch": 6.52,
|
309 |
+
"eval_loss": 0.6544364094734192,
|
310 |
+
"eval_runtime": 201.2122,
|
311 |
+
"eval_samples_per_second": 24.347,
|
312 |
+
"eval_steps_per_second": 1.526,
|
313 |
+
"eval_wer": 0.38641401308320267,
|
314 |
+
"step": 3000
|
315 |
+
},
|
316 |
+
{
|
317 |
+
"epoch": 6.74,
|
318 |
+
"eval_loss": 0.6217912435531616,
|
319 |
+
"eval_runtime": 202.6291,
|
320 |
+
"eval_samples_per_second": 24.177,
|
321 |
+
"eval_steps_per_second": 1.515,
|
322 |
+
"eval_wer": 0.37857490403849275,
|
323 |
+
"step": 3100
|
324 |
+
},
|
325 |
+
{
|
326 |
+
"epoch": 6.96,
|
327 |
+
"eval_loss": 0.6200193166732788,
|
328 |
+
"eval_runtime": 202.7362,
|
329 |
+
"eval_samples_per_second": 24.164,
|
330 |
+
"eval_steps_per_second": 1.514,
|
331 |
+
"eval_wer": 0.37843974698599775,
|
332 |
+
"step": 3200
|
333 |
+
},
|
334 |
+
{
|
335 |
+
"epoch": 7.17,
|
336 |
+
"eval_loss": 0.6156935691833496,
|
337 |
+
"eval_runtime": 203.722,
|
338 |
+
"eval_samples_per_second": 24.047,
|
339 |
+
"eval_steps_per_second": 1.507,
|
340 |
+
"eval_wer": 0.3790614694274747,
|
341 |
+
"step": 3300
|
342 |
+
},
|
343 |
+
{
|
344 |
+
"epoch": 7.39,
|
345 |
+
"eval_loss": 0.6316530704498291,
|
346 |
+
"eval_runtime": 202.1843,
|
347 |
+
"eval_samples_per_second": 24.23,
|
348 |
+
"eval_steps_per_second": 1.518,
|
349 |
+
"eval_wer": 0.37979131751094775,
|
350 |
+
"step": 3400
|
351 |
+
},
|
352 |
+
{
|
353 |
+
"epoch": 7.61,
|
354 |
+
"learning_rate": 0.00015956249999999998,
|
355 |
+
"loss": 0.4845,
|
356 |
+
"step": 3500
|
357 |
+
},
|
358 |
+
{
|
359 |
+
"epoch": 7.61,
|
360 |
+
"eval_loss": 0.6540383100509644,
|
361 |
+
"eval_runtime": 203.1885,
|
362 |
+
"eval_samples_per_second": 24.111,
|
363 |
+
"eval_steps_per_second": 1.511,
|
364 |
+
"eval_wer": 0.37711520787154673,
|
365 |
+
"step": 3500
|
366 |
+
},
|
367 |
+
{
|
368 |
+
"epoch": 7.83,
|
369 |
+
"eval_loss": 0.6435653567314148,
|
370 |
+
"eval_runtime": 201.9898,
|
371 |
+
"eval_samples_per_second": 24.254,
|
372 |
+
"eval_steps_per_second": 1.52,
|
373 |
+
"eval_wer": 0.3669784289344218,
|
374 |
+
"step": 3600
|
375 |
+
},
|
376 |
+
{
|
377 |
+
"epoch": 8.04,
|
378 |
+
"eval_loss": 0.63348388671875,
|
379 |
+
"eval_runtime": 201.5967,
|
380 |
+
"eval_samples_per_second": 24.301,
|
381 |
+
"eval_steps_per_second": 1.523,
|
382 |
+
"eval_wer": 0.3694653187003298,
|
383 |
+
"step": 3700
|
384 |
+
},
|
385 |
+
{
|
386 |
+
"epoch": 8.26,
|
387 |
+
"eval_loss": 0.657917320728302,
|
388 |
+
"eval_runtime": 208.9718,
|
389 |
+
"eval_samples_per_second": 23.443,
|
390 |
+
"eval_steps_per_second": 1.469,
|
391 |
+
"eval_wer": 0.36100448721414286,
|
392 |
+
"step": 3800
|
393 |
+
},
|
394 |
+
{
|
395 |
+
"epoch": 8.48,
|
396 |
+
"eval_loss": 0.6169739961624146,
|
397 |
+
"eval_runtime": 203.6316,
|
398 |
+
"eval_samples_per_second": 24.058,
|
399 |
+
"eval_steps_per_second": 1.508,
|
400 |
+
"eval_wer": 0.3613288641401308,
|
401 |
+
"step": 3900
|
402 |
+
},
|
403 |
+
{
|
404 |
+
"epoch": 8.69,
|
405 |
+
"learning_rate": 0.000136125,
|
406 |
+
"loss": 0.4279,
|
407 |
+
"step": 4000
|
408 |
+
},
|
409 |
+
{
|
410 |
+
"epoch": 8.69,
|
411 |
+
"eval_loss": 0.6523476243019104,
|
412 |
+
"eval_runtime": 201.8094,
|
413 |
+
"eval_samples_per_second": 24.275,
|
414 |
+
"eval_steps_per_second": 1.521,
|
415 |
+
"eval_wer": 0.36165324106611885,
|
416 |
+
"step": 4000
|
417 |
+
},
|
418 |
+
{
|
419 |
+
"epoch": 8.91,
|
420 |
+
"eval_loss": 0.634904146194458,
|
421 |
+
"eval_runtime": 202.5275,
|
422 |
+
"eval_samples_per_second": 24.189,
|
423 |
+
"eval_steps_per_second": 1.516,
|
424 |
+
"eval_wer": 0.35773368654376386,
|
425 |
+
"step": 4100
|
426 |
+
},
|
427 |
+
{
|
428 |
+
"epoch": 9.13,
|
429 |
+
"eval_loss": 0.6343770027160645,
|
430 |
+
"eval_runtime": 200.9349,
|
431 |
+
"eval_samples_per_second": 24.381,
|
432 |
+
"eval_steps_per_second": 1.528,
|
433 |
+
"eval_wer": 0.3673298372709088,
|
434 |
+
"step": 4200
|
435 |
+
},
|
436 |
+
{
|
437 |
+
"epoch": 9.35,
|
438 |
+
"eval_loss": 0.6215314269065857,
|
439 |
+
"eval_runtime": 200.3697,
|
440 |
+
"eval_samples_per_second": 24.45,
|
441 |
+
"eval_steps_per_second": 1.532,
|
442 |
+
"eval_wer": 0.3641130994215278,
|
443 |
+
"step": 4300
|
444 |
+
},
|
445 |
+
{
|
446 |
+
"epoch": 9.56,
|
447 |
+
"eval_loss": 0.6512671709060669,
|
448 |
+
"eval_runtime": 201.0806,
|
449 |
+
"eval_samples_per_second": 24.363,
|
450 |
+
"eval_steps_per_second": 1.527,
|
451 |
+
"eval_wer": 0.36081526734064984,
|
452 |
+
"step": 4400
|
453 |
+
},
|
454 |
+
{
|
455 |
+
"epoch": 9.78,
|
456 |
+
"learning_rate": 0.00011268749999999998,
|
457 |
+
"loss": 0.3825,
|
458 |
+
"step": 4500
|
459 |
+
},
|
460 |
+
{
|
461 |
+
"epoch": 9.78,
|
462 |
+
"eval_loss": 0.638552725315094,
|
463 |
+
"eval_runtime": 201.1524,
|
464 |
+
"eval_samples_per_second": 24.355,
|
465 |
+
"eval_steps_per_second": 1.526,
|
466 |
+
"eval_wer": 0.36051792182516085,
|
467 |
+
"step": 4500
|
468 |
+
},
|
469 |
+
{
|
470 |
+
"epoch": 10.0,
|
471 |
+
"eval_loss": 0.6724193692207336,
|
472 |
+
"eval_runtime": 201.6562,
|
473 |
+
"eval_samples_per_second": 24.294,
|
474 |
+
"eval_steps_per_second": 1.522,
|
475 |
+
"eval_wer": 0.3549494512623669,
|
476 |
+
"step": 4600
|
477 |
+
},
|
478 |
+
{
|
479 |
+
"epoch": 10.22,
|
480 |
+
"eval_loss": 0.6775844693183899,
|
481 |
+
"eval_runtime": 201.0063,
|
482 |
+
"eval_samples_per_second": 24.372,
|
483 |
+
"eval_steps_per_second": 1.527,
|
484 |
+
"eval_wer": 0.36016651348867385,
|
485 |
+
"step": 4700
|
486 |
+
},
|
487 |
+
{
|
488 |
+
"epoch": 10.43,
|
489 |
+
"eval_loss": 0.673897385597229,
|
490 |
+
"eval_runtime": 200.6197,
|
491 |
+
"eval_samples_per_second": 24.419,
|
492 |
+
"eval_steps_per_second": 1.53,
|
493 |
+
"eval_wer": 0.3543817916418879,
|
494 |
+
"step": 4800
|
495 |
+
},
|
496 |
+
{
|
497 |
+
"epoch": 10.65,
|
498 |
+
"eval_loss": 0.6688181161880493,
|
499 |
+
"eval_runtime": 202.0195,
|
500 |
+
"eval_samples_per_second": 24.25,
|
501 |
+
"eval_steps_per_second": 1.52,
|
502 |
+
"eval_wer": 0.3557333621668379,
|
503 |
+
"step": 4900
|
504 |
+
},
|
505 |
+
{
|
506 |
+
"epoch": 10.87,
|
507 |
+
"learning_rate": 8.924999999999999e-05,
|
508 |
+
"loss": 0.3477,
|
509 |
+
"step": 5000
|
510 |
+
},
|
511 |
+
{
|
512 |
+
"epoch": 10.87,
|
513 |
+
"eval_loss": 0.6674283146858215,
|
514 |
+
"eval_runtime": 204.4147,
|
515 |
+
"eval_samples_per_second": 23.966,
|
516 |
+
"eval_steps_per_second": 1.502,
|
517 |
+
"eval_wer": 0.3564361788398119,
|
518 |
+
"step": 5000
|
519 |
+
},
|
520 |
+
{
|
521 |
+
"epoch": 11.09,
|
522 |
+
"eval_loss": 0.6786395907402039,
|
523 |
+
"eval_runtime": 201.526,
|
524 |
+
"eval_samples_per_second": 24.31,
|
525 |
+
"eval_steps_per_second": 1.523,
|
526 |
+
"eval_wer": 0.3475969076066389,
|
527 |
+
"step": 5100
|
528 |
+
},
|
529 |
+
{
|
530 |
+
"epoch": 11.3,
|
531 |
+
"eval_loss": 0.6817718148231506,
|
532 |
+
"eval_runtime": 201.6908,
|
533 |
+
"eval_samples_per_second": 24.29,
|
534 |
+
"eval_steps_per_second": 1.522,
|
535 |
+
"eval_wer": 0.34778612748013193,
|
536 |
+
"step": 5200
|
537 |
+
},
|
538 |
+
{
|
539 |
+
"epoch": 11.52,
|
540 |
+
"eval_loss": 0.6873587965965271,
|
541 |
+
"eval_runtime": 199.7159,
|
542 |
+
"eval_samples_per_second": 24.53,
|
543 |
+
"eval_steps_per_second": 1.537,
|
544 |
+
"eval_wer": 0.3469751851651619,
|
545 |
+
"step": 5300
|
546 |
+
},
|
547 |
+
{
|
548 |
+
"epoch": 11.74,
|
549 |
+
"eval_loss": 0.6992678642272949,
|
550 |
+
"eval_runtime": 201.0468,
|
551 |
+
"eval_samples_per_second": 24.367,
|
552 |
+
"eval_steps_per_second": 1.527,
|
553 |
+
"eval_wer": 0.3424068767908309,
|
554 |
+
"step": 5400
|
555 |
+
},
|
556 |
+
{
|
557 |
+
"epoch": 11.96,
|
558 |
+
"learning_rate": 6.58125e-05,
|
559 |
+
"loss": 0.3101,
|
560 |
+
"step": 5500
|
561 |
+
},
|
562 |
+
{
|
563 |
+
"epoch": 11.96,
|
564 |
+
"eval_loss": 0.6949637532234192,
|
565 |
+
"eval_runtime": 201.2671,
|
566 |
+
"eval_samples_per_second": 24.341,
|
567 |
+
"eval_steps_per_second": 1.525,
|
568 |
+
"eval_wer": 0.34040655241390494,
|
569 |
+
"step": 5500
|
570 |
+
},
|
571 |
+
{
|
572 |
+
"epoch": 12.17,
|
573 |
+
"eval_loss": 0.6872305274009705,
|
574 |
+
"eval_runtime": 205.5246,
|
575 |
+
"eval_samples_per_second": 23.837,
|
576 |
+
"eval_steps_per_second": 1.494,
|
577 |
+
"eval_wer": 0.34062280369789694,
|
578 |
+
"step": 5600
|
579 |
+
},
|
580 |
+
{
|
581 |
+
"epoch": 12.39,
|
582 |
+
"eval_loss": 0.6846413016319275,
|
583 |
+
"eval_runtime": 201.5806,
|
584 |
+
"eval_samples_per_second": 24.303,
|
585 |
+
"eval_steps_per_second": 1.523,
|
586 |
+
"eval_wer": 0.34237984538033195,
|
587 |
+
"step": 5700
|
588 |
+
},
|
589 |
+
{
|
590 |
+
"epoch": 12.61,
|
591 |
+
"eval_loss": 0.7050597667694092,
|
592 |
+
"eval_runtime": 201.3274,
|
593 |
+
"eval_samples_per_second": 24.333,
|
594 |
+
"eval_steps_per_second": 1.525,
|
595 |
+
"eval_wer": 0.34046061523490295,
|
596 |
+
"step": 5800
|
597 |
+
},
|
598 |
+
{
|
599 |
+
"epoch": 12.83,
|
600 |
+
"eval_loss": 0.7051235437393188,
|
601 |
+
"eval_runtime": 201.5539,
|
602 |
+
"eval_samples_per_second": 24.306,
|
603 |
+
"eval_steps_per_second": 1.523,
|
604 |
+
"eval_wer": 0.337811537006001,
|
605 |
+
"step": 5900
|
606 |
+
},
|
607 |
+
{
|
608 |
+
"epoch": 13.04,
|
609 |
+
"learning_rate": 4.237499999999999e-05,
|
610 |
+
"loss": 0.2859,
|
611 |
+
"step": 6000
|
612 |
+
},
|
613 |
+
{
|
614 |
+
"epoch": 13.04,
|
615 |
+
"eval_loss": 0.6955370306968689,
|
616 |
+
"eval_runtime": 201.221,
|
617 |
+
"eval_samples_per_second": 24.346,
|
618 |
+
"eval_steps_per_second": 1.526,
|
619 |
+
"eval_wer": 0.34032545818240795,
|
620 |
+
"step": 6000
|
621 |
+
},
|
622 |
+
{
|
623 |
+
"epoch": 13.26,
|
624 |
+
"eval_loss": 0.7115095257759094,
|
625 |
+
"eval_runtime": 201.4349,
|
626 |
+
"eval_samples_per_second": 24.321,
|
627 |
+
"eval_steps_per_second": 1.524,
|
628 |
+
"eval_wer": 0.33902795047845596,
|
629 |
+
"step": 6100
|
630 |
+
},
|
631 |
+
{
|
632 |
+
"epoch": 13.48,
|
633 |
+
"eval_loss": 0.7074177861213684,
|
634 |
+
"eval_runtime": 200.2975,
|
635 |
+
"eval_samples_per_second": 24.459,
|
636 |
+
"eval_steps_per_second": 1.533,
|
637 |
+
"eval_wer": 0.338433259447478,
|
638 |
+
"step": 6200
|
639 |
+
},
|
640 |
+
{
|
641 |
+
"epoch": 13.69,
|
642 |
+
"eval_loss": 0.7001507878303528,
|
643 |
+
"eval_runtime": 201.4343,
|
644 |
+
"eval_samples_per_second": 24.321,
|
645 |
+
"eval_steps_per_second": 1.524,
|
646 |
+
"eval_wer": 0.33756825431151,
|
647 |
+
"step": 6300
|
648 |
+
},
|
649 |
+
{
|
650 |
+
"epoch": 13.91,
|
651 |
+
"eval_loss": 0.7170686721801758,
|
652 |
+
"eval_runtime": 203.7443,
|
653 |
+
"eval_samples_per_second": 24.045,
|
654 |
+
"eval_steps_per_second": 1.507,
|
655 |
+
"eval_wer": 0.336027463913067,
|
656 |
+
"step": 6400
|
657 |
+
},
|
658 |
+
{
|
659 |
+
"epoch": 14.13,
|
660 |
+
"learning_rate": 1.89375e-05,
|
661 |
+
"loss": 0.2714,
|
662 |
+
"step": 6500
|
663 |
+
},
|
664 |
+
{
|
665 |
+
"epoch": 14.13,
|
666 |
+
"eval_loss": 0.7192927002906799,
|
667 |
+
"eval_runtime": 200.9828,
|
668 |
+
"eval_samples_per_second": 24.375,
|
669 |
+
"eval_steps_per_second": 1.527,
|
670 |
+
"eval_wer": 0.33405417094663997,
|
671 |
+
"step": 6500
|
672 |
+
},
|
673 |
+
{
|
674 |
+
"epoch": 14.35,
|
675 |
+
"eval_loss": 0.7131814360618591,
|
676 |
+
"eval_runtime": 199.8266,
|
677 |
+
"eval_samples_per_second": 24.516,
|
678 |
+
"eval_steps_per_second": 1.536,
|
679 |
+
"eval_wer": 0.334729956209115,
|
680 |
+
"step": 6600
|
681 |
+
},
|
682 |
+
{
|
683 |
+
"epoch": 14.56,
|
684 |
+
"eval_loss": 0.7184281349182129,
|
685 |
+
"eval_runtime": 202.0064,
|
686 |
+
"eval_samples_per_second": 24.252,
|
687 |
+
"eval_steps_per_second": 1.52,
|
688 |
+
"eval_wer": 0.335297615829594,
|
689 |
+
"step": 6700
|
690 |
+
},
|
691 |
+
{
|
692 |
+
"epoch": 14.78,
|
693 |
+
"eval_loss": 0.7170840501785278,
|
694 |
+
"eval_runtime": 201.3006,
|
695 |
+
"eval_samples_per_second": 24.337,
|
696 |
+
"eval_steps_per_second": 1.525,
|
697 |
+
"eval_wer": 0.333054008758177,
|
698 |
+
"step": 6800
|
699 |
+
},
|
700 |
+
{
|
701 |
+
"epoch": 14.78,
|
702 |
+
"step": 6800,
|
703 |
+
"total_flos": 2.9460768962998075e+19,
|
704 |
+
"train_loss": 0.0,
|
705 |
+
"train_runtime": 70.228,
|
706 |
+
"train_samples_per_second": 4194.91,
|
707 |
+
"train_steps_per_second": 65.501
|
708 |
+
}
|
709 |
+
],
|
710 |
+
"max_steps": 4600,
|
711 |
+
"num_train_epochs": 20,
|
712 |
+
"total_flos": 2.9460768962998075e+19,
|
713 |
+
"trial_name": null,
|
714 |
+
"trial_params": null
|
715 |
+
}
|