End of training
Browse files- all_results.json +7 -0
- train_results.json +7 -0
- trainer_state.json +547 -0
all_results.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 7.94,
|
3 |
+
"train_loss": 0.35526800215724974,
|
4 |
+
"train_runtime": 45263.0947,
|
5 |
+
"train_samples_per_second": 1.414,
|
6 |
+
"train_steps_per_second": 0.011
|
7 |
+
}
|
train_results.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 7.94,
|
3 |
+
"train_loss": 0.35526800215724974,
|
4 |
+
"train_runtime": 45263.0947,
|
5 |
+
"train_samples_per_second": 1.414,
|
6 |
+
"train_steps_per_second": 0.011
|
7 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,547 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 7.936,
|
5 |
+
"global_step": 496,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.02,
|
12 |
+
"learning_rate": 1.0000000000000002e-06,
|
13 |
+
"loss": 2.1204,
|
14 |
+
"step": 1
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.13,
|
18 |
+
"learning_rate": 8.000000000000001e-06,
|
19 |
+
"loss": 2.1463,
|
20 |
+
"step": 8
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 0.26,
|
24 |
+
"learning_rate": 1.6000000000000003e-05,
|
25 |
+
"loss": 1.8788,
|
26 |
+
"step": 16
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 0.38,
|
30 |
+
"learning_rate": 2.4e-05,
|
31 |
+
"loss": 1.6339,
|
32 |
+
"step": 24
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 0.51,
|
36 |
+
"learning_rate": 3.2000000000000005e-05,
|
37 |
+
"loss": 1.4717,
|
38 |
+
"step": 32
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 0.64,
|
42 |
+
"learning_rate": 4e-05,
|
43 |
+
"loss": 1.2297,
|
44 |
+
"step": 40
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.77,
|
48 |
+
"learning_rate": 4.8e-05,
|
49 |
+
"loss": 1.008,
|
50 |
+
"step": 48
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 0.9,
|
54 |
+
"learning_rate": 4.9327354260089685e-05,
|
55 |
+
"loss": 0.8316,
|
56 |
+
"step": 56
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 0.99,
|
60 |
+
"eval_Macro F1": 0.7014511124514329,
|
61 |
+
"eval_Macro Precision": 0.6819163828588641,
|
62 |
+
"eval_Macro Recall": 0.7429670943209584,
|
63 |
+
"eval_Micro F1": 0.743,
|
64 |
+
"eval_Micro Precision": 0.743,
|
65 |
+
"eval_Micro Recall": 0.743,
|
66 |
+
"eval_Weighted F1": 0.702015038120142,
|
67 |
+
"eval_Weighted Precision": 0.6827499598363416,
|
68 |
+
"eval_Weighted Recall": 0.743,
|
69 |
+
"eval_accuracy": 0.743,
|
70 |
+
"eval_loss": 0.7518972158432007,
|
71 |
+
"eval_runtime": 447.9624,
|
72 |
+
"eval_samples_per_second": 4.465,
|
73 |
+
"eval_steps_per_second": 0.141,
|
74 |
+
"step": 62
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 1.02,
|
78 |
+
"learning_rate": 4.8430493273542606e-05,
|
79 |
+
"loss": 0.751,
|
80 |
+
"step": 64
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 1.15,
|
84 |
+
"learning_rate": 4.7533632286995514e-05,
|
85 |
+
"loss": 0.6157,
|
86 |
+
"step": 72
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 1.28,
|
90 |
+
"learning_rate": 4.6636771300448435e-05,
|
91 |
+
"loss": 0.534,
|
92 |
+
"step": 80
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 1.41,
|
96 |
+
"learning_rate": 4.573991031390134e-05,
|
97 |
+
"loss": 0.4818,
|
98 |
+
"step": 88
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 1.54,
|
102 |
+
"learning_rate": 4.4843049327354265e-05,
|
103 |
+
"loss": 0.4119,
|
104 |
+
"step": 96
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 1.66,
|
108 |
+
"learning_rate": 4.394618834080718e-05,
|
109 |
+
"loss": 0.3738,
|
110 |
+
"step": 104
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 1.79,
|
114 |
+
"learning_rate": 4.3049327354260094e-05,
|
115 |
+
"loss": 0.3613,
|
116 |
+
"step": 112
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 1.92,
|
120 |
+
"learning_rate": 4.215246636771301e-05,
|
121 |
+
"loss": 0.3561,
|
122 |
+
"step": 120
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 2.0,
|
126 |
+
"eval_Macro F1": 0.9399641065415552,
|
127 |
+
"eval_Macro Precision": 0.9480023804705043,
|
128 |
+
"eval_Macro Recall": 0.9394177169921687,
|
129 |
+
"eval_Micro F1": 0.9395,
|
130 |
+
"eval_Micro Precision": 0.9395,
|
131 |
+
"eval_Micro Recall": 0.9395,
|
132 |
+
"eval_Weighted F1": 0.9400723727432211,
|
133 |
+
"eval_Weighted Precision": 0.9482020576131688,
|
134 |
+
"eval_Weighted Recall": 0.9395,
|
135 |
+
"eval_accuracy": 0.9395,
|
136 |
+
"eval_loss": 0.23021972179412842,
|
137 |
+
"eval_runtime": 447.7687,
|
138 |
+
"eval_samples_per_second": 4.467,
|
139 |
+
"eval_steps_per_second": 0.141,
|
140 |
+
"step": 125
|
141 |
+
},
|
142 |
+
{
|
143 |
+
"epoch": 2.05,
|
144 |
+
"learning_rate": 4.125560538116592e-05,
|
145 |
+
"loss": 0.343,
|
146 |
+
"step": 128
|
147 |
+
},
|
148 |
+
{
|
149 |
+
"epoch": 2.18,
|
150 |
+
"learning_rate": 4.035874439461884e-05,
|
151 |
+
"loss": 0.2871,
|
152 |
+
"step": 136
|
153 |
+
},
|
154 |
+
{
|
155 |
+
"epoch": 2.3,
|
156 |
+
"learning_rate": 3.9461883408071745e-05,
|
157 |
+
"loss": 0.2976,
|
158 |
+
"step": 144
|
159 |
+
},
|
160 |
+
{
|
161 |
+
"epoch": 2.43,
|
162 |
+
"learning_rate": 3.8565022421524667e-05,
|
163 |
+
"loss": 0.2644,
|
164 |
+
"step": 152
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 2.56,
|
168 |
+
"learning_rate": 3.766816143497758e-05,
|
169 |
+
"loss": 0.2489,
|
170 |
+
"step": 160
|
171 |
+
},
|
172 |
+
{
|
173 |
+
"epoch": 2.69,
|
174 |
+
"learning_rate": 3.6771300448430496e-05,
|
175 |
+
"loss": 0.2646,
|
176 |
+
"step": 168
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 2.82,
|
180 |
+
"learning_rate": 3.587443946188341e-05,
|
181 |
+
"loss": 0.2206,
|
182 |
+
"step": 176
|
183 |
+
},
|
184 |
+
{
|
185 |
+
"epoch": 2.94,
|
186 |
+
"learning_rate": 3.4977578475336325e-05,
|
187 |
+
"loss": 0.2222,
|
188 |
+
"step": 184
|
189 |
+
},
|
190 |
+
{
|
191 |
+
"epoch": 2.99,
|
192 |
+
"eval_Macro F1": 0.9560784374426261,
|
193 |
+
"eval_Macro Precision": 0.960026790280936,
|
194 |
+
"eval_Macro Recall": 0.9551284727306868,
|
195 |
+
"eval_Micro F1": 0.956,
|
196 |
+
"eval_Micro Precision": 0.956,
|
197 |
+
"eval_Micro Recall": 0.956,
|
198 |
+
"eval_Weighted F1": 0.9564097977894885,
|
199 |
+
"eval_Weighted Precision": 0.9597888158665016,
|
200 |
+
"eval_Weighted Recall": 0.956,
|
201 |
+
"eval_accuracy": 0.956,
|
202 |
+
"eval_loss": 0.1349564790725708,
|
203 |
+
"eval_runtime": 446.9116,
|
204 |
+
"eval_samples_per_second": 4.475,
|
205 |
+
"eval_steps_per_second": 0.141,
|
206 |
+
"step": 187
|
207 |
+
},
|
208 |
+
{
|
209 |
+
"epoch": 3.07,
|
210 |
+
"learning_rate": 3.408071748878924e-05,
|
211 |
+
"loss": 0.2258,
|
212 |
+
"step": 192
|
213 |
+
},
|
214 |
+
{
|
215 |
+
"epoch": 3.2,
|
216 |
+
"learning_rate": 3.3183856502242154e-05,
|
217 |
+
"loss": 0.207,
|
218 |
+
"step": 200
|
219 |
+
},
|
220 |
+
{
|
221 |
+
"epoch": 3.33,
|
222 |
+
"learning_rate": 3.228699551569507e-05,
|
223 |
+
"loss": 0.1826,
|
224 |
+
"step": 208
|
225 |
+
},
|
226 |
+
{
|
227 |
+
"epoch": 3.46,
|
228 |
+
"learning_rate": 3.139013452914798e-05,
|
229 |
+
"loss": 0.1929,
|
230 |
+
"step": 216
|
231 |
+
},
|
232 |
+
{
|
233 |
+
"epoch": 3.58,
|
234 |
+
"learning_rate": 3.0493273542600898e-05,
|
235 |
+
"loss": 0.2159,
|
236 |
+
"step": 224
|
237 |
+
},
|
238 |
+
{
|
239 |
+
"epoch": 3.71,
|
240 |
+
"learning_rate": 2.9596412556053816e-05,
|
241 |
+
"loss": 0.1813,
|
242 |
+
"step": 232
|
243 |
+
},
|
244 |
+
{
|
245 |
+
"epoch": 3.84,
|
246 |
+
"learning_rate": 2.8699551569506727e-05,
|
247 |
+
"loss": 0.1723,
|
248 |
+
"step": 240
|
249 |
+
},
|
250 |
+
{
|
251 |
+
"epoch": 3.97,
|
252 |
+
"learning_rate": 2.7802690582959645e-05,
|
253 |
+
"loss": 0.1705,
|
254 |
+
"step": 248
|
255 |
+
},
|
256 |
+
{
|
257 |
+
"epoch": 4.0,
|
258 |
+
"eval_Macro F1": 0.9725373484087296,
|
259 |
+
"eval_Macro Precision": 0.9740041726370726,
|
260 |
+
"eval_Macro Recall": 0.9721459242124089,
|
261 |
+
"eval_Micro F1": 0.9725,
|
262 |
+
"eval_Micro Precision": 0.9725,
|
263 |
+
"eval_Micro Recall": 0.9725,
|
264 |
+
"eval_Weighted F1": 0.9727108492700939,
|
265 |
+
"eval_Weighted Precision": 0.9739894365164001,
|
266 |
+
"eval_Weighted Recall": 0.9725,
|
267 |
+
"eval_accuracy": 0.9725,
|
268 |
+
"eval_loss": 0.0872766375541687,
|
269 |
+
"eval_runtime": 435.148,
|
270 |
+
"eval_samples_per_second": 4.596,
|
271 |
+
"eval_steps_per_second": 0.145,
|
272 |
+
"step": 250
|
273 |
+
},
|
274 |
+
{
|
275 |
+
"epoch": 4.1,
|
276 |
+
"learning_rate": 2.6905829596412556e-05,
|
277 |
+
"loss": 0.1824,
|
278 |
+
"step": 256
|
279 |
+
},
|
280 |
+
{
|
281 |
+
"epoch": 4.22,
|
282 |
+
"learning_rate": 2.600896860986547e-05,
|
283 |
+
"loss": 0.1877,
|
284 |
+
"step": 264
|
285 |
+
},
|
286 |
+
{
|
287 |
+
"epoch": 4.35,
|
288 |
+
"learning_rate": 2.511210762331839e-05,
|
289 |
+
"loss": 0.2047,
|
290 |
+
"step": 272
|
291 |
+
},
|
292 |
+
{
|
293 |
+
"epoch": 4.48,
|
294 |
+
"learning_rate": 2.4215246636771303e-05,
|
295 |
+
"loss": 0.1814,
|
296 |
+
"step": 280
|
297 |
+
},
|
298 |
+
{
|
299 |
+
"epoch": 4.61,
|
300 |
+
"learning_rate": 2.3318385650224218e-05,
|
301 |
+
"loss": 0.1396,
|
302 |
+
"step": 288
|
303 |
+
},
|
304 |
+
{
|
305 |
+
"epoch": 4.74,
|
306 |
+
"learning_rate": 2.2421524663677132e-05,
|
307 |
+
"loss": 0.1233,
|
308 |
+
"step": 296
|
309 |
+
},
|
310 |
+
{
|
311 |
+
"epoch": 4.86,
|
312 |
+
"learning_rate": 2.1524663677130047e-05,
|
313 |
+
"loss": 0.1612,
|
314 |
+
"step": 304
|
315 |
+
},
|
316 |
+
{
|
317 |
+
"epoch": 4.99,
|
318 |
+
"learning_rate": 2.062780269058296e-05,
|
319 |
+
"loss": 0.1541,
|
320 |
+
"step": 312
|
321 |
+
},
|
322 |
+
{
|
323 |
+
"epoch": 4.99,
|
324 |
+
"eval_Macro F1": 0.9823741759080236,
|
325 |
+
"eval_Macro Precision": 0.9829774434613384,
|
326 |
+
"eval_Macro Recall": 0.9821795541998369,
|
327 |
+
"eval_Micro F1": 0.9825,
|
328 |
+
"eval_Micro Precision": 0.9825,
|
329 |
+
"eval_Micro Recall": 0.9825,
|
330 |
+
"eval_Weighted F1": 0.982525654398398,
|
331 |
+
"eval_Weighted Precision": 0.9829534667560904,
|
332 |
+
"eval_Weighted Recall": 0.9825,
|
333 |
+
"eval_accuracy": 0.9825,
|
334 |
+
"eval_loss": 0.06422679126262665,
|
335 |
+
"eval_runtime": 424.7541,
|
336 |
+
"eval_samples_per_second": 4.709,
|
337 |
+
"eval_steps_per_second": 0.148,
|
338 |
+
"step": 312
|
339 |
+
},
|
340 |
+
{
|
341 |
+
"epoch": 5.12,
|
342 |
+
"learning_rate": 1.9730941704035873e-05,
|
343 |
+
"loss": 0.137,
|
344 |
+
"step": 320
|
345 |
+
},
|
346 |
+
{
|
347 |
+
"epoch": 5.25,
|
348 |
+
"learning_rate": 1.883408071748879e-05,
|
349 |
+
"loss": 0.1577,
|
350 |
+
"step": 328
|
351 |
+
},
|
352 |
+
{
|
353 |
+
"epoch": 5.38,
|
354 |
+
"learning_rate": 1.7937219730941705e-05,
|
355 |
+
"loss": 0.1378,
|
356 |
+
"step": 336
|
357 |
+
},
|
358 |
+
{
|
359 |
+
"epoch": 5.5,
|
360 |
+
"learning_rate": 1.704035874439462e-05,
|
361 |
+
"loss": 0.1795,
|
362 |
+
"step": 344
|
363 |
+
},
|
364 |
+
{
|
365 |
+
"epoch": 5.63,
|
366 |
+
"learning_rate": 1.6143497757847534e-05,
|
367 |
+
"loss": 0.1447,
|
368 |
+
"step": 352
|
369 |
+
},
|
370 |
+
{
|
371 |
+
"epoch": 5.76,
|
372 |
+
"learning_rate": 1.5246636771300449e-05,
|
373 |
+
"loss": 0.1235,
|
374 |
+
"step": 360
|
375 |
+
},
|
376 |
+
{
|
377 |
+
"epoch": 5.89,
|
378 |
+
"learning_rate": 1.4349775784753363e-05,
|
379 |
+
"loss": 0.1253,
|
380 |
+
"step": 368
|
381 |
+
},
|
382 |
+
{
|
383 |
+
"epoch": 6.0,
|
384 |
+
"eval_Macro F1": 0.991431216491566,
|
385 |
+
"eval_Macro Precision": 0.9916198483282233,
|
386 |
+
"eval_Macro Recall": 0.9913450460193864,
|
387 |
+
"eval_Micro F1": 0.9915,
|
388 |
+
"eval_Micro Precision": 0.9915,
|
389 |
+
"eval_Micro Recall": 0.9915,
|
390 |
+
"eval_Weighted F1": 0.9915159731866887,
|
391 |
+
"eval_Weighted Precision": 0.9916339514381117,
|
392 |
+
"eval_Weighted Recall": 0.9915,
|
393 |
+
"eval_accuracy": 0.9915,
|
394 |
+
"eval_loss": 0.033043112605810165,
|
395 |
+
"eval_runtime": 424.2354,
|
396 |
+
"eval_samples_per_second": 4.714,
|
397 |
+
"eval_steps_per_second": 0.149,
|
398 |
+
"step": 375
|
399 |
+
},
|
400 |
+
{
|
401 |
+
"epoch": 6.02,
|
402 |
+
"learning_rate": 1.3452914798206278e-05,
|
403 |
+
"loss": 0.1134,
|
404 |
+
"step": 376
|
405 |
+
},
|
406 |
+
{
|
407 |
+
"epoch": 6.14,
|
408 |
+
"learning_rate": 1.2556053811659194e-05,
|
409 |
+
"loss": 0.1393,
|
410 |
+
"step": 384
|
411 |
+
},
|
412 |
+
{
|
413 |
+
"epoch": 6.27,
|
414 |
+
"learning_rate": 1.1659192825112109e-05,
|
415 |
+
"loss": 0.0912,
|
416 |
+
"step": 392
|
417 |
+
},
|
418 |
+
{
|
419 |
+
"epoch": 6.4,
|
420 |
+
"learning_rate": 1.0762331838565023e-05,
|
421 |
+
"loss": 0.1131,
|
422 |
+
"step": 400
|
423 |
+
},
|
424 |
+
{
|
425 |
+
"epoch": 6.53,
|
426 |
+
"learning_rate": 9.865470852017936e-06,
|
427 |
+
"loss": 0.1255,
|
428 |
+
"step": 408
|
429 |
+
},
|
430 |
+
{
|
431 |
+
"epoch": 6.66,
|
432 |
+
"learning_rate": 8.968609865470853e-06,
|
433 |
+
"loss": 0.1418,
|
434 |
+
"step": 416
|
435 |
+
},
|
436 |
+
{
|
437 |
+
"epoch": 6.78,
|
438 |
+
"learning_rate": 8.071748878923767e-06,
|
439 |
+
"loss": 0.1399,
|
440 |
+
"step": 424
|
441 |
+
},
|
442 |
+
{
|
443 |
+
"epoch": 6.91,
|
444 |
+
"learning_rate": 7.174887892376682e-06,
|
445 |
+
"loss": 0.1196,
|
446 |
+
"step": 432
|
447 |
+
},
|
448 |
+
{
|
449 |
+
"epoch": 6.99,
|
450 |
+
"eval_Macro F1": 0.9820075650260679,
|
451 |
+
"eval_Macro Precision": 0.983170950573056,
|
452 |
+
"eval_Macro Recall": 0.9817144393341324,
|
453 |
+
"eval_Micro F1": 0.982,
|
454 |
+
"eval_Micro Precision": 0.982,
|
455 |
+
"eval_Micro Recall": 0.982,
|
456 |
+
"eval_Weighted F1": 0.9821570480740702,
|
457 |
+
"eval_Weighted Precision": 0.9831749197494307,
|
458 |
+
"eval_Weighted Recall": 0.982,
|
459 |
+
"eval_accuracy": 0.982,
|
460 |
+
"eval_loss": 0.05244705080986023,
|
461 |
+
"eval_runtime": 424.1947,
|
462 |
+
"eval_samples_per_second": 4.715,
|
463 |
+
"eval_steps_per_second": 0.149,
|
464 |
+
"step": 437
|
465 |
+
},
|
466 |
+
{
|
467 |
+
"epoch": 7.04,
|
468 |
+
"learning_rate": 6.278026905829597e-06,
|
469 |
+
"loss": 0.1201,
|
470 |
+
"step": 440
|
471 |
+
},
|
472 |
+
{
|
473 |
+
"epoch": 7.17,
|
474 |
+
"learning_rate": 5.381165919282512e-06,
|
475 |
+
"loss": 0.1111,
|
476 |
+
"step": 448
|
477 |
+
},
|
478 |
+
{
|
479 |
+
"epoch": 7.3,
|
480 |
+
"learning_rate": 4.484304932735426e-06,
|
481 |
+
"loss": 0.1021,
|
482 |
+
"step": 456
|
483 |
+
},
|
484 |
+
{
|
485 |
+
"epoch": 7.42,
|
486 |
+
"learning_rate": 3.587443946188341e-06,
|
487 |
+
"loss": 0.1158,
|
488 |
+
"step": 464
|
489 |
+
},
|
490 |
+
{
|
491 |
+
"epoch": 7.55,
|
492 |
+
"learning_rate": 2.690582959641256e-06,
|
493 |
+
"loss": 0.1321,
|
494 |
+
"step": 472
|
495 |
+
},
|
496 |
+
{
|
497 |
+
"epoch": 7.68,
|
498 |
+
"learning_rate": 1.7937219730941704e-06,
|
499 |
+
"loss": 0.1429,
|
500 |
+
"step": 480
|
501 |
+
},
|
502 |
+
{
|
503 |
+
"epoch": 7.81,
|
504 |
+
"learning_rate": 8.968609865470852e-07,
|
505 |
+
"loss": 0.1103,
|
506 |
+
"step": 488
|
507 |
+
},
|
508 |
+
{
|
509 |
+
"epoch": 7.94,
|
510 |
+
"learning_rate": 0.0,
|
511 |
+
"loss": 0.0896,
|
512 |
+
"step": 496
|
513 |
+
},
|
514 |
+
{
|
515 |
+
"epoch": 7.94,
|
516 |
+
"eval_Macro F1": 0.9863352307981634,
|
517 |
+
"eval_Macro Precision": 0.9869554360352077,
|
518 |
+
"eval_Macro Recall": 0.986134153009335,
|
519 |
+
"eval_Micro F1": 0.9865,
|
520 |
+
"eval_Micro Precision": 0.9865,
|
521 |
+
"eval_Micro Recall": 0.9865,
|
522 |
+
"eval_Weighted F1": 0.9865091518400995,
|
523 |
+
"eval_Weighted Precision": 0.9869273604184196,
|
524 |
+
"eval_Weighted Recall": 0.9865,
|
525 |
+
"eval_accuracy": 0.9865,
|
526 |
+
"eval_loss": 0.04359065368771553,
|
527 |
+
"eval_runtime": 424.3089,
|
528 |
+
"eval_samples_per_second": 4.714,
|
529 |
+
"eval_steps_per_second": 0.148,
|
530 |
+
"step": 496
|
531 |
+
},
|
532 |
+
{
|
533 |
+
"epoch": 7.94,
|
534 |
+
"step": 496,
|
535 |
+
"total_flos": 4.920648490788323e+18,
|
536 |
+
"train_loss": 0.35526800215724974,
|
537 |
+
"train_runtime": 45263.0947,
|
538 |
+
"train_samples_per_second": 1.414,
|
539 |
+
"train_steps_per_second": 0.011
|
540 |
+
}
|
541 |
+
],
|
542 |
+
"max_steps": 496,
|
543 |
+
"num_train_epochs": 8,
|
544 |
+
"total_flos": 4.920648490788323e+18,
|
545 |
+
"trial_name": null,
|
546 |
+
"trial_params": null
|
547 |
+
}
|