End of training
Browse files
all_results.json
ADDED
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 7.11,
|
3 |
+
"eval_cer": 4.533542525128877,
|
4 |
+
"eval_loss": 0.27987292408943176,
|
5 |
+
"eval_runtime": 3503.4653,
|
6 |
+
"eval_samples_per_second": 2.895,
|
7 |
+
"eval_steps_per_second": 0.181,
|
8 |
+
"eval_wer": 17.275280898876407,
|
9 |
+
"train_loss": 0.07011192187219858,
|
10 |
+
"train_runtime": 43131.9488,
|
11 |
+
"train_samples_per_second": 3.71,
|
12 |
+
"train_steps_per_second": 0.116
|
13 |
+
}
|
eval_results.json
ADDED
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 7.11,
|
3 |
+
"eval_cer": 4.533542525128877,
|
4 |
+
"eval_loss": 0.27987292408943176,
|
5 |
+
"eval_runtime": 3503.4653,
|
6 |
+
"eval_samples_per_second": 2.895,
|
7 |
+
"eval_steps_per_second": 0.181,
|
8 |
+
"eval_wer": 17.275280898876407
|
9 |
+
}
|
runs/Jan16_13-20-27_192-9-128-165/events.out.tfevents.1673921955.192-9-128-165.127988.2
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9615dd3cccb5d543321942b0cdec527cabf43bdfa7264d34aef948ce2801bfd1
|
3 |
+
size 405
|
train_results.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 7.11,
|
3 |
+
"train_loss": 0.07011192187219858,
|
4 |
+
"train_runtime": 43131.9488,
|
5 |
+
"train_samples_per_second": 3.71,
|
6 |
+
"train_steps_per_second": 0.116
|
7 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,675 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 17.275280898876407,
|
3 |
+
"best_model_checkpoint": "./checkpoint-2000",
|
4 |
+
"epoch": 7.1138,
|
5 |
+
"global_step": 5000,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.01,
|
12 |
+
"learning_rate": 9.200000000000001e-07,
|
13 |
+
"loss": 1.0761,
|
14 |
+
"step": 50
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.02,
|
18 |
+
"learning_rate": 1.9200000000000003e-06,
|
19 |
+
"loss": 0.5378,
|
20 |
+
"step": 100
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 0.03,
|
24 |
+
"learning_rate": 2.92e-06,
|
25 |
+
"loss": 0.2491,
|
26 |
+
"step": 150
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 0.04,
|
30 |
+
"learning_rate": 3.920000000000001e-06,
|
31 |
+
"loss": 0.2272,
|
32 |
+
"step": 200
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 0.05,
|
36 |
+
"learning_rate": 4.92e-06,
|
37 |
+
"loss": 0.2071,
|
38 |
+
"step": 250
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 0.06,
|
42 |
+
"learning_rate": 5.92e-06,
|
43 |
+
"loss": 0.1902,
|
44 |
+
"step": 300
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.07,
|
48 |
+
"learning_rate": 6.92e-06,
|
49 |
+
"loss": 0.1945,
|
50 |
+
"step": 350
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 0.08,
|
54 |
+
"learning_rate": 7.92e-06,
|
55 |
+
"loss": 0.2003,
|
56 |
+
"step": 400
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 0.09,
|
60 |
+
"learning_rate": 8.920000000000001e-06,
|
61 |
+
"loss": 0.2314,
|
62 |
+
"step": 450
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 0.1,
|
66 |
+
"learning_rate": 9.920000000000002e-06,
|
67 |
+
"loss": 0.2152,
|
68 |
+
"step": 500
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 0.11,
|
72 |
+
"learning_rate": 9.89777777777778e-06,
|
73 |
+
"loss": 0.2208,
|
74 |
+
"step": 550
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 0.12,
|
78 |
+
"learning_rate": 9.786666666666667e-06,
|
79 |
+
"loss": 0.1836,
|
80 |
+
"step": 600
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 1.0,
|
84 |
+
"learning_rate": 9.675555555555555e-06,
|
85 |
+
"loss": 0.1966,
|
86 |
+
"step": 650
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 1.01,
|
90 |
+
"learning_rate": 9.564444444444445e-06,
|
91 |
+
"loss": 0.213,
|
92 |
+
"step": 700
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 1.02,
|
96 |
+
"learning_rate": 9.453333333333335e-06,
|
97 |
+
"loss": 0.1976,
|
98 |
+
"step": 750
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 1.03,
|
102 |
+
"learning_rate": 9.342222222222223e-06,
|
103 |
+
"loss": 0.1401,
|
104 |
+
"step": 800
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 1.04,
|
108 |
+
"learning_rate": 9.231111111111111e-06,
|
109 |
+
"loss": 0.1304,
|
110 |
+
"step": 850
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 1.05,
|
114 |
+
"learning_rate": 9.12e-06,
|
115 |
+
"loss": 0.1214,
|
116 |
+
"step": 900
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 1.06,
|
120 |
+
"learning_rate": 9.008888888888889e-06,
|
121 |
+
"loss": 0.1042,
|
122 |
+
"step": 950
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 1.07,
|
126 |
+
"learning_rate": 8.897777777777779e-06,
|
127 |
+
"loss": 0.1044,
|
128 |
+
"step": 1000
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 1.07,
|
132 |
+
"eval_cer": 4.880950328442613,
|
133 |
+
"eval_loss": 0.2777043581008911,
|
134 |
+
"eval_runtime": 3506.453,
|
135 |
+
"eval_samples_per_second": 2.893,
|
136 |
+
"eval_steps_per_second": 0.181,
|
137 |
+
"eval_wer": 18.404570300637715,
|
138 |
+
"step": 1000
|
139 |
+
},
|
140 |
+
{
|
141 |
+
"epoch": 1.08,
|
142 |
+
"learning_rate": 8.786666666666668e-06,
|
143 |
+
"loss": 0.1055,
|
144 |
+
"step": 1050
|
145 |
+
},
|
146 |
+
{
|
147 |
+
"epoch": 1.09,
|
148 |
+
"learning_rate": 8.675555555555556e-06,
|
149 |
+
"loss": 0.1061,
|
150 |
+
"step": 1100
|
151 |
+
},
|
152 |
+
{
|
153 |
+
"epoch": 1.1,
|
154 |
+
"learning_rate": 8.564444444444445e-06,
|
155 |
+
"loss": 0.0949,
|
156 |
+
"step": 1150
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 1.11,
|
160 |
+
"learning_rate": 8.453333333333334e-06,
|
161 |
+
"loss": 0.0949,
|
162 |
+
"step": 1200
|
163 |
+
},
|
164 |
+
{
|
165 |
+
"epoch": 1.12,
|
166 |
+
"learning_rate": 8.342222222222222e-06,
|
167 |
+
"loss": 0.0825,
|
168 |
+
"step": 1250
|
169 |
+
},
|
170 |
+
{
|
171 |
+
"epoch": 2.01,
|
172 |
+
"learning_rate": 8.231111111111112e-06,
|
173 |
+
"loss": 0.0938,
|
174 |
+
"step": 1300
|
175 |
+
},
|
176 |
+
{
|
177 |
+
"epoch": 2.02,
|
178 |
+
"learning_rate": 8.120000000000002e-06,
|
179 |
+
"loss": 0.0968,
|
180 |
+
"step": 1350
|
181 |
+
},
|
182 |
+
{
|
183 |
+
"epoch": 2.03,
|
184 |
+
"learning_rate": 8.00888888888889e-06,
|
185 |
+
"loss": 0.0798,
|
186 |
+
"step": 1400
|
187 |
+
},
|
188 |
+
{
|
189 |
+
"epoch": 2.04,
|
190 |
+
"learning_rate": 7.897777777777778e-06,
|
191 |
+
"loss": 0.0693,
|
192 |
+
"step": 1450
|
193 |
+
},
|
194 |
+
{
|
195 |
+
"epoch": 2.05,
|
196 |
+
"learning_rate": 7.786666666666666e-06,
|
197 |
+
"loss": 0.0628,
|
198 |
+
"step": 1500
|
199 |
+
},
|
200 |
+
{
|
201 |
+
"epoch": 2.06,
|
202 |
+
"learning_rate": 7.675555555555556e-06,
|
203 |
+
"loss": 0.0568,
|
204 |
+
"step": 1550
|
205 |
+
},
|
206 |
+
{
|
207 |
+
"epoch": 2.07,
|
208 |
+
"learning_rate": 7.564444444444446e-06,
|
209 |
+
"loss": 0.0566,
|
210 |
+
"step": 1600
|
211 |
+
},
|
212 |
+
{
|
213 |
+
"epoch": 2.08,
|
214 |
+
"learning_rate": 7.453333333333334e-06,
|
215 |
+
"loss": 0.057,
|
216 |
+
"step": 1650
|
217 |
+
},
|
218 |
+
{
|
219 |
+
"epoch": 2.09,
|
220 |
+
"learning_rate": 7.342222222222223e-06,
|
221 |
+
"loss": 0.0557,
|
222 |
+
"step": 1700
|
223 |
+
},
|
224 |
+
{
|
225 |
+
"epoch": 2.1,
|
226 |
+
"learning_rate": 7.231111111111112e-06,
|
227 |
+
"loss": 0.0507,
|
228 |
+
"step": 1750
|
229 |
+
},
|
230 |
+
{
|
231 |
+
"epoch": 2.11,
|
232 |
+
"learning_rate": 7.1200000000000004e-06,
|
233 |
+
"loss": 0.0427,
|
234 |
+
"step": 1800
|
235 |
+
},
|
236 |
+
{
|
237 |
+
"epoch": 2.12,
|
238 |
+
"learning_rate": 7.008888888888889e-06,
|
239 |
+
"loss": 0.0463,
|
240 |
+
"step": 1850
|
241 |
+
},
|
242 |
+
{
|
243 |
+
"epoch": 3.0,
|
244 |
+
"learning_rate": 6.897777777777779e-06,
|
245 |
+
"loss": 0.0453,
|
246 |
+
"step": 1900
|
247 |
+
},
|
248 |
+
{
|
249 |
+
"epoch": 3.01,
|
250 |
+
"learning_rate": 6.786666666666667e-06,
|
251 |
+
"loss": 0.0475,
|
252 |
+
"step": 1950
|
253 |
+
},
|
254 |
+
{
|
255 |
+
"epoch": 3.02,
|
256 |
+
"learning_rate": 6.675555555555556e-06,
|
257 |
+
"loss": 0.0469,
|
258 |
+
"step": 2000
|
259 |
+
},
|
260 |
+
{
|
261 |
+
"epoch": 3.02,
|
262 |
+
"eval_cer": 4.533542525128877,
|
263 |
+
"eval_loss": 0.27987292408943176,
|
264 |
+
"eval_runtime": 3523.0006,
|
265 |
+
"eval_samples_per_second": 2.879,
|
266 |
+
"eval_steps_per_second": 0.18,
|
267 |
+
"eval_wer": 17.275280898876407,
|
268 |
+
"step": 2000
|
269 |
+
},
|
270 |
+
{
|
271 |
+
"epoch": 3.03,
|
272 |
+
"learning_rate": 6.564444444444446e-06,
|
273 |
+
"loss": 0.0393,
|
274 |
+
"step": 2050
|
275 |
+
},
|
276 |
+
{
|
277 |
+
"epoch": 3.04,
|
278 |
+
"learning_rate": 6.453333333333334e-06,
|
279 |
+
"loss": 0.0359,
|
280 |
+
"step": 2100
|
281 |
+
},
|
282 |
+
{
|
283 |
+
"epoch": 3.05,
|
284 |
+
"learning_rate": 6.342222222222223e-06,
|
285 |
+
"loss": 0.0341,
|
286 |
+
"step": 2150
|
287 |
+
},
|
288 |
+
{
|
289 |
+
"epoch": 3.06,
|
290 |
+
"learning_rate": 6.231111111111111e-06,
|
291 |
+
"loss": 0.0285,
|
292 |
+
"step": 2200
|
293 |
+
},
|
294 |
+
{
|
295 |
+
"epoch": 3.07,
|
296 |
+
"learning_rate": 6.120000000000001e-06,
|
297 |
+
"loss": 0.034,
|
298 |
+
"step": 2250
|
299 |
+
},
|
300 |
+
{
|
301 |
+
"epoch": 3.08,
|
302 |
+
"learning_rate": 6.00888888888889e-06,
|
303 |
+
"loss": 0.0308,
|
304 |
+
"step": 2300
|
305 |
+
},
|
306 |
+
{
|
307 |
+
"epoch": 3.09,
|
308 |
+
"learning_rate": 5.897777777777778e-06,
|
309 |
+
"loss": 0.0291,
|
310 |
+
"step": 2350
|
311 |
+
},
|
312 |
+
{
|
313 |
+
"epoch": 3.1,
|
314 |
+
"learning_rate": 5.7866666666666674e-06,
|
315 |
+
"loss": 0.0248,
|
316 |
+
"step": 2400
|
317 |
+
},
|
318 |
+
{
|
319 |
+
"epoch": 3.11,
|
320 |
+
"learning_rate": 5.675555555555556e-06,
|
321 |
+
"loss": 0.0236,
|
322 |
+
"step": 2450
|
323 |
+
},
|
324 |
+
{
|
325 |
+
"epoch": 3.12,
|
326 |
+
"learning_rate": 5.5644444444444444e-06,
|
327 |
+
"loss": 0.0238,
|
328 |
+
"step": 2500
|
329 |
+
},
|
330 |
+
{
|
331 |
+
"epoch": 4.0,
|
332 |
+
"learning_rate": 5.453333333333334e-06,
|
333 |
+
"loss": 0.0249,
|
334 |
+
"step": 2550
|
335 |
+
},
|
336 |
+
{
|
337 |
+
"epoch": 4.01,
|
338 |
+
"learning_rate": 5.342222222222223e-06,
|
339 |
+
"loss": 0.0251,
|
340 |
+
"step": 2600
|
341 |
+
},
|
342 |
+
{
|
343 |
+
"epoch": 4.02,
|
344 |
+
"learning_rate": 5.231111111111111e-06,
|
345 |
+
"loss": 0.0235,
|
346 |
+
"step": 2650
|
347 |
+
},
|
348 |
+
{
|
349 |
+
"epoch": 4.03,
|
350 |
+
"learning_rate": 5.12e-06,
|
351 |
+
"loss": 0.0196,
|
352 |
+
"step": 2700
|
353 |
+
},
|
354 |
+
{
|
355 |
+
"epoch": 4.04,
|
356 |
+
"learning_rate": 5.00888888888889e-06,
|
357 |
+
"loss": 0.016,
|
358 |
+
"step": 2750
|
359 |
+
},
|
360 |
+
{
|
361 |
+
"epoch": 4.05,
|
362 |
+
"learning_rate": 4.897777777777778e-06,
|
363 |
+
"loss": 0.0153,
|
364 |
+
"step": 2800
|
365 |
+
},
|
366 |
+
{
|
367 |
+
"epoch": 4.06,
|
368 |
+
"learning_rate": 4.786666666666667e-06,
|
369 |
+
"loss": 0.0147,
|
370 |
+
"step": 2850
|
371 |
+
},
|
372 |
+
{
|
373 |
+
"epoch": 4.07,
|
374 |
+
"learning_rate": 4.675555555555556e-06,
|
375 |
+
"loss": 0.0169,
|
376 |
+
"step": 2900
|
377 |
+
},
|
378 |
+
{
|
379 |
+
"epoch": 4.08,
|
380 |
+
"learning_rate": 4.564444444444445e-06,
|
381 |
+
"loss": 0.0119,
|
382 |
+
"step": 2950
|
383 |
+
},
|
384 |
+
{
|
385 |
+
"epoch": 4.09,
|
386 |
+
"learning_rate": 4.453333333333334e-06,
|
387 |
+
"loss": 0.014,
|
388 |
+
"step": 3000
|
389 |
+
},
|
390 |
+
{
|
391 |
+
"epoch": 4.09,
|
392 |
+
"eval_cer": 4.903938437843026,
|
393 |
+
"eval_loss": 0.32019320130348206,
|
394 |
+
"eval_runtime": 3597.0524,
|
395 |
+
"eval_samples_per_second": 2.82,
|
396 |
+
"eval_steps_per_second": 0.176,
|
397 |
+
"eval_wer": 18.080018220467657,
|
398 |
+
"step": 3000
|
399 |
+
},
|
400 |
+
{
|
401 |
+
"epoch": 4.1,
|
402 |
+
"learning_rate": 4.3422222222222225e-06,
|
403 |
+
"loss": 0.0096,
|
404 |
+
"step": 3050
|
405 |
+
},
|
406 |
+
{
|
407 |
+
"epoch": 4.11,
|
408 |
+
"learning_rate": 4.2311111111111114e-06,
|
409 |
+
"loss": 0.0122,
|
410 |
+
"step": 3100
|
411 |
+
},
|
412 |
+
{
|
413 |
+
"epoch": 4.12,
|
414 |
+
"learning_rate": 4.12e-06,
|
415 |
+
"loss": 0.0087,
|
416 |
+
"step": 3150
|
417 |
+
},
|
418 |
+
{
|
419 |
+
"epoch": 5.01,
|
420 |
+
"learning_rate": 4.008888888888889e-06,
|
421 |
+
"loss": 0.0112,
|
422 |
+
"step": 3200
|
423 |
+
},
|
424 |
+
{
|
425 |
+
"epoch": 5.02,
|
426 |
+
"learning_rate": 3.897777777777778e-06,
|
427 |
+
"loss": 0.011,
|
428 |
+
"step": 3250
|
429 |
+
},
|
430 |
+
{
|
431 |
+
"epoch": 5.03,
|
432 |
+
"learning_rate": 3.7866666666666667e-06,
|
433 |
+
"loss": 0.0096,
|
434 |
+
"step": 3300
|
435 |
+
},
|
436 |
+
{
|
437 |
+
"epoch": 5.04,
|
438 |
+
"learning_rate": 3.675555555555556e-06,
|
439 |
+
"loss": 0.0081,
|
440 |
+
"step": 3350
|
441 |
+
},
|
442 |
+
{
|
443 |
+
"epoch": 5.05,
|
444 |
+
"learning_rate": 3.564444444444445e-06,
|
445 |
+
"loss": 0.0063,
|
446 |
+
"step": 3400
|
447 |
+
},
|
448 |
+
{
|
449 |
+
"epoch": 5.06,
|
450 |
+
"learning_rate": 3.4533333333333334e-06,
|
451 |
+
"loss": 0.0081,
|
452 |
+
"step": 3450
|
453 |
+
},
|
454 |
+
{
|
455 |
+
"epoch": 5.07,
|
456 |
+
"learning_rate": 3.3422222222222224e-06,
|
457 |
+
"loss": 0.0065,
|
458 |
+
"step": 3500
|
459 |
+
},
|
460 |
+
{
|
461 |
+
"epoch": 5.08,
|
462 |
+
"learning_rate": 3.2311111111111117e-06,
|
463 |
+
"loss": 0.0068,
|
464 |
+
"step": 3550
|
465 |
+
},
|
466 |
+
{
|
467 |
+
"epoch": 5.09,
|
468 |
+
"learning_rate": 3.12e-06,
|
469 |
+
"loss": 0.0054,
|
470 |
+
"step": 3600
|
471 |
+
},
|
472 |
+
{
|
473 |
+
"epoch": 5.1,
|
474 |
+
"learning_rate": 3.008888888888889e-06,
|
475 |
+
"loss": 0.0059,
|
476 |
+
"step": 3650
|
477 |
+
},
|
478 |
+
{
|
479 |
+
"epoch": 5.11,
|
480 |
+
"learning_rate": 2.8977777777777785e-06,
|
481 |
+
"loss": 0.0045,
|
482 |
+
"step": 3700
|
483 |
+
},
|
484 |
+
{
|
485 |
+
"epoch": 5.12,
|
486 |
+
"learning_rate": 2.786666666666667e-06,
|
487 |
+
"loss": 0.0053,
|
488 |
+
"step": 3750
|
489 |
+
},
|
490 |
+
{
|
491 |
+
"epoch": 6.0,
|
492 |
+
"learning_rate": 2.675555555555556e-06,
|
493 |
+
"loss": 0.0045,
|
494 |
+
"step": 3800
|
495 |
+
},
|
496 |
+
{
|
497 |
+
"epoch": 6.01,
|
498 |
+
"learning_rate": 2.5644444444444444e-06,
|
499 |
+
"loss": 0.0044,
|
500 |
+
"step": 3850
|
501 |
+
},
|
502 |
+
{
|
503 |
+
"epoch": 6.02,
|
504 |
+
"learning_rate": 2.4533333333333333e-06,
|
505 |
+
"loss": 0.005,
|
506 |
+
"step": 3900
|
507 |
+
},
|
508 |
+
{
|
509 |
+
"epoch": 6.03,
|
510 |
+
"learning_rate": 2.342222222222222e-06,
|
511 |
+
"loss": 0.0049,
|
512 |
+
"step": 3950
|
513 |
+
},
|
514 |
+
{
|
515 |
+
"epoch": 6.04,
|
516 |
+
"learning_rate": 2.2311111111111115e-06,
|
517 |
+
"loss": 0.0039,
|
518 |
+
"step": 4000
|
519 |
+
},
|
520 |
+
{
|
521 |
+
"epoch": 6.04,
|
522 |
+
"eval_cer": 5.019166336212594,
|
523 |
+
"eval_loss": 0.33260419964790344,
|
524 |
+
"eval_runtime": 3639.8267,
|
525 |
+
"eval_samples_per_second": 2.787,
|
526 |
+
"eval_steps_per_second": 0.174,
|
527 |
+
"eval_wer": 18.296386273914365,
|
528 |
+
"step": 4000
|
529 |
+
},
|
530 |
+
{
|
531 |
+
"epoch": 6.05,
|
532 |
+
"learning_rate": 2.12e-06,
|
533 |
+
"loss": 0.0036,
|
534 |
+
"step": 4050
|
535 |
+
},
|
536 |
+
{
|
537 |
+
"epoch": 6.06,
|
538 |
+
"learning_rate": 2.008888888888889e-06,
|
539 |
+
"loss": 0.003,
|
540 |
+
"step": 4100
|
541 |
+
},
|
542 |
+
{
|
543 |
+
"epoch": 6.07,
|
544 |
+
"learning_rate": 1.8977777777777779e-06,
|
545 |
+
"loss": 0.0028,
|
546 |
+
"step": 4150
|
547 |
+
},
|
548 |
+
{
|
549 |
+
"epoch": 6.08,
|
550 |
+
"learning_rate": 1.7866666666666668e-06,
|
551 |
+
"loss": 0.0029,
|
552 |
+
"step": 4200
|
553 |
+
},
|
554 |
+
{
|
555 |
+
"epoch": 6.09,
|
556 |
+
"learning_rate": 1.675555555555556e-06,
|
557 |
+
"loss": 0.0033,
|
558 |
+
"step": 4250
|
559 |
+
},
|
560 |
+
{
|
561 |
+
"epoch": 6.1,
|
562 |
+
"learning_rate": 1.5644444444444446e-06,
|
563 |
+
"loss": 0.0026,
|
564 |
+
"step": 4300
|
565 |
+
},
|
566 |
+
{
|
567 |
+
"epoch": 6.11,
|
568 |
+
"learning_rate": 1.4533333333333335e-06,
|
569 |
+
"loss": 0.0027,
|
570 |
+
"step": 4350
|
571 |
+
},
|
572 |
+
{
|
573 |
+
"epoch": 6.12,
|
574 |
+
"learning_rate": 1.3422222222222222e-06,
|
575 |
+
"loss": 0.0024,
|
576 |
+
"step": 4400
|
577 |
+
},
|
578 |
+
{
|
579 |
+
"epoch": 7.0,
|
580 |
+
"learning_rate": 1.2311111111111112e-06,
|
581 |
+
"loss": 0.0029,
|
582 |
+
"step": 4450
|
583 |
+
},
|
584 |
+
{
|
585 |
+
"epoch": 7.01,
|
586 |
+
"learning_rate": 1.12e-06,
|
587 |
+
"loss": 0.0029,
|
588 |
+
"step": 4500
|
589 |
+
},
|
590 |
+
{
|
591 |
+
"epoch": 7.02,
|
592 |
+
"learning_rate": 1.008888888888889e-06,
|
593 |
+
"loss": 0.0028,
|
594 |
+
"step": 4550
|
595 |
+
},
|
596 |
+
{
|
597 |
+
"epoch": 7.03,
|
598 |
+
"learning_rate": 8.977777777777778e-07,
|
599 |
+
"loss": 0.0022,
|
600 |
+
"step": 4600
|
601 |
+
},
|
602 |
+
{
|
603 |
+
"epoch": 7.04,
|
604 |
+
"learning_rate": 7.866666666666667e-07,
|
605 |
+
"loss": 0.0023,
|
606 |
+
"step": 4650
|
607 |
+
},
|
608 |
+
{
|
609 |
+
"epoch": 7.05,
|
610 |
+
"learning_rate": 6.755555555555555e-07,
|
611 |
+
"loss": 0.0021,
|
612 |
+
"step": 4700
|
613 |
+
},
|
614 |
+
{
|
615 |
+
"epoch": 7.06,
|
616 |
+
"learning_rate": 5.644444444444445e-07,
|
617 |
+
"loss": 0.0018,
|
618 |
+
"step": 4750
|
619 |
+
},
|
620 |
+
{
|
621 |
+
"epoch": 7.07,
|
622 |
+
"learning_rate": 4.533333333333334e-07,
|
623 |
+
"loss": 0.0018,
|
624 |
+
"step": 4800
|
625 |
+
},
|
626 |
+
{
|
627 |
+
"epoch": 7.08,
|
628 |
+
"learning_rate": 3.422222222222223e-07,
|
629 |
+
"loss": 0.0021,
|
630 |
+
"step": 4850
|
631 |
+
},
|
632 |
+
{
|
633 |
+
"epoch": 7.09,
|
634 |
+
"learning_rate": 2.3111111111111112e-07,
|
635 |
+
"loss": 0.0021,
|
636 |
+
"step": 4900
|
637 |
+
},
|
638 |
+
{
|
639 |
+
"epoch": 7.1,
|
640 |
+
"learning_rate": 1.2000000000000002e-07,
|
641 |
+
"loss": 0.002,
|
642 |
+
"step": 4950
|
643 |
+
},
|
644 |
+
{
|
645 |
+
"epoch": 7.11,
|
646 |
+
"learning_rate": 8.88888888888889e-09,
|
647 |
+
"loss": 0.0022,
|
648 |
+
"step": 5000
|
649 |
+
},
|
650 |
+
{
|
651 |
+
"epoch": 7.11,
|
652 |
+
"eval_cer": 4.947041142968799,
|
653 |
+
"eval_loss": 0.34528660774230957,
|
654 |
+
"eval_runtime": 3568.6089,
|
655 |
+
"eval_samples_per_second": 2.842,
|
656 |
+
"eval_steps_per_second": 0.178,
|
657 |
+
"eval_wer": 18.03067112055876,
|
658 |
+
"step": 5000
|
659 |
+
},
|
660 |
+
{
|
661 |
+
"epoch": 7.11,
|
662 |
+
"step": 5000,
|
663 |
+
"total_flos": 4.616962385559552e+19,
|
664 |
+
"train_loss": 0.07011192187219858,
|
665 |
+
"train_runtime": 43131.9488,
|
666 |
+
"train_samples_per_second": 3.71,
|
667 |
+
"train_steps_per_second": 0.116
|
668 |
+
}
|
669 |
+
],
|
670 |
+
"max_steps": 5000,
|
671 |
+
"num_train_epochs": 9223372036854775807,
|
672 |
+
"total_flos": 4.616962385559552e+19,
|
673 |
+
"trial_name": null,
|
674 |
+
"trial_params": null
|
675 |
+
}
|