SerdarHelli
commited on
Commit
·
6a33562
1
Parent(s):
2a3559e
ThyroidTumorClassification
Browse files- all_results.json +11 -11
- eval_results.json +6 -6
- pytorch_model.bin +1 -1
- train_results.json +6 -6
- trainer_state.json +137 -1373
- training_args.bin +1 -1
all_results.json
CHANGED
@@ -1,13 +1,13 @@
|
|
1 |
{
|
2 |
-
"epoch":
|
3 |
-
"eval_f1": 0.
|
4 |
-
"eval_loss": 0.
|
5 |
-
"eval_runtime": 0.
|
6 |
-
"eval_samples_per_second":
|
7 |
-
"eval_steps_per_second":
|
8 |
-
"total_flos": 1.
|
9 |
-
"train_loss": 0.
|
10 |
-
"train_runtime":
|
11 |
-
"train_samples_per_second":
|
12 |
-
"train_steps_per_second": 0.
|
13 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 19.73,
|
3 |
+
"eval_f1": 0.9312977099236641,
|
4 |
+
"eval_loss": 0.5987359285354614,
|
5 |
+
"eval_runtime": 0.4648,
|
6 |
+
"eval_samples_per_second": 176.425,
|
7 |
+
"eval_steps_per_second": 6.455,
|
8 |
+
"total_flos": 1.620732679243776e+17,
|
9 |
+
"train_loss": 0.8578881025314331,
|
10 |
+
"train_runtime": 102.9255,
|
11 |
+
"train_samples_per_second": 63.347,
|
12 |
+
"train_steps_per_second": 0.389
|
13 |
}
|
eval_results.json
CHANGED
@@ -1,8 +1,8 @@
|
|
1 |
{
|
2 |
-
"epoch":
|
3 |
-
"eval_f1": 0.
|
4 |
-
"eval_loss": 0.
|
5 |
-
"eval_runtime": 0.
|
6 |
-
"eval_samples_per_second":
|
7 |
-
"eval_steps_per_second":
|
8 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 19.73,
|
3 |
+
"eval_f1": 0.9312977099236641,
|
4 |
+
"eval_loss": 0.5987359285354614,
|
5 |
+
"eval_runtime": 0.4648,
|
6 |
+
"eval_samples_per_second": 176.425,
|
7 |
+
"eval_steps_per_second": 6.455
|
8 |
}
|
pytorch_model.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 111347349
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4ce7c3b86954dad0996ccf49be4284947b73504f1521f15cd9a889bf12083e90
|
3 |
size 111347349
|
train_results.json
CHANGED
@@ -1,8 +1,8 @@
|
|
1 |
{
|
2 |
-
"epoch":
|
3 |
-
"total_flos": 1.
|
4 |
-
"train_loss": 0.
|
5 |
-
"train_runtime":
|
6 |
-
"train_samples_per_second":
|
7 |
-
"train_steps_per_second": 0.
|
8 |
}
|
|
|
1 |
{
|
2 |
+
"epoch": 19.73,
|
3 |
+
"total_flos": 1.620732679243776e+17,
|
4 |
+
"train_loss": 0.8578881025314331,
|
5 |
+
"train_runtime": 102.9255,
|
6 |
+
"train_samples_per_second": 63.347,
|
7 |
+
"train_steps_per_second": 0.389
|
8 |
}
|
trainer_state.json
CHANGED
@@ -1,1447 +1,211 @@
|
|
1 |
{
|
2 |
-
"best_metric": 0.
|
3 |
-
"best_model_checkpoint": "Cvt-finetuned-thyroid/checkpoint-
|
4 |
-
"epoch":
|
5 |
-
"global_step":
|
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.
|
12 |
-
"eval_f1": 0.
|
13 |
-
"eval_loss": 0.
|
14 |
-
"eval_runtime": 0.
|
15 |
-
"eval_samples_per_second":
|
16 |
-
"eval_steps_per_second": 5.
|
17 |
"step": 2
|
18 |
},
|
19 |
{
|
20 |
-
"epoch": 1.
|
21 |
-
"eval_f1": 0.
|
22 |
-
"eval_loss": 0.
|
23 |
-
"eval_runtime": 0.
|
24 |
-
"eval_samples_per_second":
|
25 |
-
"eval_steps_per_second": 6.
|
26 |
"step": 4
|
27 |
},
|
28 |
{
|
29 |
-
"epoch": 2.
|
30 |
-
"eval_f1": 0.
|
31 |
-
"eval_loss": 0.
|
32 |
-
"eval_runtime": 0.
|
33 |
-
"eval_samples_per_second":
|
34 |
-
"eval_steps_per_second":
|
35 |
"step": 6
|
36 |
},
|
37 |
{
|
38 |
-
"epoch": 3.
|
39 |
-
"eval_f1": 0.
|
40 |
-
"eval_loss": 0.
|
41 |
-
"eval_runtime": 0.
|
42 |
-
"eval_samples_per_second":
|
43 |
-
"eval_steps_per_second": 6.
|
44 |
"step": 8
|
45 |
},
|
46 |
{
|
47 |
-
"epoch": 4.
|
48 |
-
"eval_f1": 0.
|
49 |
-
"eval_loss": 0.
|
50 |
-
"eval_runtime": 0.
|
51 |
-
"eval_samples_per_second":
|
52 |
-
"eval_steps_per_second":
|
53 |
"step": 10
|
54 |
},
|
55 |
{
|
56 |
-
"epoch": 5.
|
57 |
-
"eval_f1": 0.
|
58 |
-
"eval_loss": 0.
|
59 |
-
"eval_runtime": 0.
|
60 |
-
"eval_samples_per_second":
|
61 |
-
"eval_steps_per_second":
|
62 |
"step": 12
|
63 |
},
|
64 |
{
|
65 |
-
"epoch": 6.
|
66 |
-
"eval_f1": 0.
|
67 |
-
"eval_loss": 0.
|
68 |
-
"eval_runtime": 0.
|
69 |
-
"eval_samples_per_second":
|
70 |
-
"eval_steps_per_second":
|
71 |
"step": 14
|
72 |
},
|
73 |
{
|
74 |
-
"epoch": 7.
|
75 |
-
"eval_f1": 0.
|
76 |
-
"eval_loss": 0.
|
77 |
-
"eval_runtime": 0.
|
78 |
-
"eval_samples_per_second":
|
79 |
-
"eval_steps_per_second":
|
80 |
"step": 16
|
81 |
},
|
82 |
{
|
83 |
-
"epoch": 8.
|
84 |
-
"eval_f1": 0.
|
85 |
-
"eval_loss": 0.
|
86 |
-
"eval_runtime": 0.
|
87 |
-
"eval_samples_per_second":
|
88 |
-
"eval_steps_per_second":
|
89 |
"step": 18
|
90 |
},
|
91 |
{
|
92 |
-
"epoch": 9.
|
93 |
-
"eval_f1": 0.
|
94 |
-
"eval_loss": 0.
|
95 |
-
"eval_runtime": 0.
|
96 |
-
"eval_samples_per_second":
|
97 |
-
"eval_steps_per_second":
|
98 |
"step": 20
|
99 |
},
|
100 |
{
|
101 |
-
"epoch": 10.
|
102 |
-
"eval_f1": 0.
|
103 |
-
"eval_loss": 0.
|
104 |
-
"eval_runtime": 0.
|
105 |
-
"eval_samples_per_second":
|
106 |
-
"eval_steps_per_second":
|
107 |
"step": 22
|
108 |
},
|
109 |
{
|
110 |
-
"epoch": 11.
|
111 |
-
"eval_f1": 0.
|
112 |
-
"eval_loss": 0.
|
113 |
-
"eval_runtime": 0.
|
114 |
-
"eval_samples_per_second":
|
115 |
-
"eval_steps_per_second":
|
116 |
"step": 24
|
117 |
},
|
118 |
{
|
119 |
-
"epoch": 12.
|
120 |
-
"learning_rate":
|
121 |
-
"loss": 0.
|
122 |
"step": 25
|
123 |
},
|
124 |
{
|
125 |
-
"epoch": 12.
|
126 |
-
"eval_f1": 0.
|
127 |
-
"eval_loss": 0.
|
128 |
-
"eval_runtime": 0.
|
129 |
-
"eval_samples_per_second":
|
130 |
-
"eval_steps_per_second":
|
131 |
"step": 26
|
132 |
},
|
133 |
{
|
134 |
-
"epoch": 13.
|
135 |
-
"eval_f1": 0.
|
136 |
-
"eval_loss": 0.
|
137 |
-
"eval_runtime": 0.
|
138 |
-
"eval_samples_per_second":
|
139 |
-
"eval_steps_per_second":
|
140 |
"step": 28
|
141 |
},
|
142 |
{
|
143 |
-
"epoch": 14.
|
144 |
-
"eval_f1": 0.
|
145 |
-
"eval_loss": 0.
|
146 |
-
"eval_runtime": 0.
|
147 |
-
"eval_samples_per_second":
|
148 |
-
"eval_steps_per_second":
|
149 |
"step": 30
|
150 |
},
|
151 |
{
|
152 |
-
"epoch": 15.
|
153 |
-
"eval_f1": 0.
|
154 |
-
"eval_loss": 0.
|
155 |
-
"eval_runtime": 0.
|
156 |
-
"eval_samples_per_second":
|
157 |
-
"eval_steps_per_second":
|
158 |
"step": 32
|
159 |
},
|
160 |
{
|
161 |
-
"epoch": 16.
|
162 |
-
"eval_f1": 0.
|
163 |
-
"eval_loss": 0.
|
164 |
-
"eval_runtime": 0.
|
165 |
-
"eval_samples_per_second":
|
166 |
-
"eval_steps_per_second":
|
167 |
"step": 34
|
168 |
},
|
169 |
{
|
170 |
-
"epoch": 17.
|
171 |
-
"eval_f1": 0.
|
172 |
-
"eval_loss": 0.
|
173 |
-
"eval_runtime": 0.
|
174 |
-
"eval_samples_per_second":
|
175 |
-
"eval_steps_per_second":
|
176 |
"step": 36
|
177 |
},
|
178 |
{
|
179 |
-
"epoch": 18.
|
180 |
-
"eval_f1": 0.
|
181 |
-
"eval_loss": 0.
|
182 |
-
"eval_runtime": 0.
|
183 |
-
"eval_samples_per_second":
|
184 |
-
"eval_steps_per_second":
|
185 |
"step": 38
|
186 |
},
|
187 |
{
|
188 |
-
"epoch": 19.
|
189 |
-
"eval_f1": 0.
|
190 |
-
"eval_loss": 0.
|
191 |
-
"eval_runtime": 0.
|
192 |
-
"eval_samples_per_second":
|
193 |
-
"eval_steps_per_second":
|
194 |
"step": 40
|
195 |
},
|
196 |
{
|
197 |
-
"epoch":
|
198 |
-
"
|
199 |
-
"
|
200 |
-
"
|
201 |
-
"
|
202 |
-
"
|
203 |
-
"
|
204 |
-
},
|
205 |
-
{
|
206 |
-
"epoch": 21.89,
|
207 |
-
"eval_f1": 0.888888888888889,
|
208 |
-
"eval_loss": 0.4898264706134796,
|
209 |
-
"eval_runtime": 0.5144,
|
210 |
-
"eval_samples_per_second": 136.069,
|
211 |
-
"eval_steps_per_second": 5.832,
|
212 |
-
"step": 44
|
213 |
-
},
|
214 |
-
{
|
215 |
-
"epoch": 22.89,
|
216 |
-
"eval_f1": 0.888888888888889,
|
217 |
-
"eval_loss": 0.4883803129196167,
|
218 |
-
"eval_runtime": 0.5035,
|
219 |
-
"eval_samples_per_second": 139.037,
|
220 |
-
"eval_steps_per_second": 5.959,
|
221 |
-
"step": 46
|
222 |
-
},
|
223 |
-
{
|
224 |
-
"epoch": 23.89,
|
225 |
-
"eval_f1": 0.888888888888889,
|
226 |
-
"eval_loss": 0.4872118830680847,
|
227 |
-
"eval_runtime": 0.5072,
|
228 |
-
"eval_samples_per_second": 138.01,
|
229 |
-
"eval_steps_per_second": 5.915,
|
230 |
-
"step": 48
|
231 |
-
},
|
232 |
-
{
|
233 |
-
"epoch": 24.89,
|
234 |
-
"learning_rate": 9.25925925925926e-06,
|
235 |
-
"loss": 0.5044,
|
236 |
-
"step": 50
|
237 |
-
},
|
238 |
-
{
|
239 |
-
"epoch": 24.89,
|
240 |
-
"eval_f1": 0.888888888888889,
|
241 |
-
"eval_loss": 0.4861142933368683,
|
242 |
-
"eval_runtime": 0.5085,
|
243 |
-
"eval_samples_per_second": 137.671,
|
244 |
-
"eval_steps_per_second": 5.9,
|
245 |
-
"step": 50
|
246 |
-
},
|
247 |
-
{
|
248 |
-
"epoch": 25.89,
|
249 |
-
"eval_f1": 0.888888888888889,
|
250 |
-
"eval_loss": 0.4849891662597656,
|
251 |
-
"eval_runtime": 0.5374,
|
252 |
-
"eval_samples_per_second": 130.249,
|
253 |
-
"eval_steps_per_second": 5.582,
|
254 |
-
"step": 52
|
255 |
-
},
|
256 |
-
{
|
257 |
-
"epoch": 26.89,
|
258 |
-
"eval_f1": 0.888888888888889,
|
259 |
-
"eval_loss": 0.483755499124527,
|
260 |
-
"eval_runtime": 0.51,
|
261 |
-
"eval_samples_per_second": 137.255,
|
262 |
-
"eval_steps_per_second": 5.882,
|
263 |
-
"step": 54
|
264 |
-
},
|
265 |
-
{
|
266 |
-
"epoch": 27.89,
|
267 |
-
"eval_f1": 0.888888888888889,
|
268 |
-
"eval_loss": 0.4827323257923126,
|
269 |
-
"eval_runtime": 0.5139,
|
270 |
-
"eval_samples_per_second": 136.21,
|
271 |
-
"eval_steps_per_second": 5.838,
|
272 |
-
"step": 56
|
273 |
-
},
|
274 |
-
{
|
275 |
-
"epoch": 28.89,
|
276 |
-
"eval_f1": 0.888888888888889,
|
277 |
-
"eval_loss": 0.4820977449417114,
|
278 |
-
"eval_runtime": 0.5117,
|
279 |
-
"eval_samples_per_second": 136.794,
|
280 |
-
"eval_steps_per_second": 5.863,
|
281 |
-
"step": 58
|
282 |
-
},
|
283 |
-
{
|
284 |
-
"epoch": 29.89,
|
285 |
-
"eval_f1": 0.888888888888889,
|
286 |
-
"eval_loss": 0.4817977249622345,
|
287 |
-
"eval_runtime": 0.5176,
|
288 |
-
"eval_samples_per_second": 135.231,
|
289 |
-
"eval_steps_per_second": 5.796,
|
290 |
-
"step": 60
|
291 |
-
},
|
292 |
-
{
|
293 |
-
"epoch": 30.89,
|
294 |
-
"eval_f1": 0.888888888888889,
|
295 |
-
"eval_loss": 0.4813471734523773,
|
296 |
-
"eval_runtime": 0.5076,
|
297 |
-
"eval_samples_per_second": 137.901,
|
298 |
-
"eval_steps_per_second": 5.91,
|
299 |
-
"step": 62
|
300 |
-
},
|
301 |
-
{
|
302 |
-
"epoch": 31.89,
|
303 |
-
"eval_f1": 0.888888888888889,
|
304 |
-
"eval_loss": 0.4812641739845276,
|
305 |
-
"eval_runtime": 0.5176,
|
306 |
-
"eval_samples_per_second": 135.242,
|
307 |
-
"eval_steps_per_second": 5.796,
|
308 |
-
"step": 64
|
309 |
-
},
|
310 |
-
{
|
311 |
-
"epoch": 32.89,
|
312 |
-
"eval_f1": 0.888888888888889,
|
313 |
-
"eval_loss": 0.48070254921913147,
|
314 |
-
"eval_runtime": 0.5078,
|
315 |
-
"eval_samples_per_second": 137.854,
|
316 |
-
"eval_steps_per_second": 5.908,
|
317 |
-
"step": 66
|
318 |
-
},
|
319 |
-
{
|
320 |
-
"epoch": 33.89,
|
321 |
-
"eval_f1": 0.888888888888889,
|
322 |
-
"eval_loss": 0.48028674721717834,
|
323 |
-
"eval_runtime": 0.5091,
|
324 |
-
"eval_samples_per_second": 137.488,
|
325 |
-
"eval_steps_per_second": 5.892,
|
326 |
-
"step": 68
|
327 |
-
},
|
328 |
-
{
|
329 |
-
"epoch": 34.89,
|
330 |
-
"eval_f1": 0.888888888888889,
|
331 |
-
"eval_loss": 0.4801904261112213,
|
332 |
-
"eval_runtime": 0.5047,
|
333 |
-
"eval_samples_per_second": 138.694,
|
334 |
-
"eval_steps_per_second": 5.944,
|
335 |
-
"step": 70
|
336 |
-
},
|
337 |
-
{
|
338 |
-
"epoch": 35.89,
|
339 |
-
"eval_f1": 0.888888888888889,
|
340 |
-
"eval_loss": 0.4799834191799164,
|
341 |
-
"eval_runtime": 0.5083,
|
342 |
-
"eval_samples_per_second": 137.704,
|
343 |
-
"eval_steps_per_second": 5.902,
|
344 |
-
"step": 72
|
345 |
-
},
|
346 |
-
{
|
347 |
-
"epoch": 36.89,
|
348 |
-
"eval_f1": 0.888888888888889,
|
349 |
-
"eval_loss": 0.47955021262168884,
|
350 |
-
"eval_runtime": 0.5047,
|
351 |
-
"eval_samples_per_second": 138.688,
|
352 |
-
"eval_steps_per_second": 5.944,
|
353 |
-
"step": 74
|
354 |
-
},
|
355 |
-
{
|
356 |
-
"epoch": 37.44,
|
357 |
-
"learning_rate": 8.333333333333334e-06,
|
358 |
-
"loss": 0.4434,
|
359 |
-
"step": 75
|
360 |
-
},
|
361 |
-
{
|
362 |
-
"epoch": 37.89,
|
363 |
-
"eval_f1": 0.888888888888889,
|
364 |
-
"eval_loss": 0.47954249382019043,
|
365 |
-
"eval_runtime": 0.5098,
|
366 |
-
"eval_samples_per_second": 137.317,
|
367 |
-
"eval_steps_per_second": 5.885,
|
368 |
-
"step": 76
|
369 |
-
},
|
370 |
-
{
|
371 |
-
"epoch": 38.89,
|
372 |
-
"eval_f1": 0.888888888888889,
|
373 |
-
"eval_loss": 0.47896233201026917,
|
374 |
-
"eval_runtime": 0.5167,
|
375 |
-
"eval_samples_per_second": 135.481,
|
376 |
-
"eval_steps_per_second": 5.806,
|
377 |
-
"step": 78
|
378 |
-
},
|
379 |
-
{
|
380 |
-
"epoch": 39.89,
|
381 |
-
"eval_f1": 0.888888888888889,
|
382 |
-
"eval_loss": 0.4780120849609375,
|
383 |
-
"eval_runtime": 0.5174,
|
384 |
-
"eval_samples_per_second": 135.289,
|
385 |
-
"eval_steps_per_second": 5.798,
|
386 |
-
"step": 80
|
387 |
-
},
|
388 |
-
{
|
389 |
-
"epoch": 40.89,
|
390 |
-
"eval_f1": 0.888888888888889,
|
391 |
-
"eval_loss": 0.4772844612598419,
|
392 |
-
"eval_runtime": 0.5162,
|
393 |
-
"eval_samples_per_second": 135.603,
|
394 |
-
"eval_steps_per_second": 5.812,
|
395 |
-
"step": 82
|
396 |
-
},
|
397 |
-
{
|
398 |
-
"epoch": 41.89,
|
399 |
-
"eval_f1": 0.888888888888889,
|
400 |
-
"eval_loss": 0.47639530897140503,
|
401 |
-
"eval_runtime": 0.5186,
|
402 |
-
"eval_samples_per_second": 134.98,
|
403 |
-
"eval_steps_per_second": 5.785,
|
404 |
-
"step": 84
|
405 |
-
},
|
406 |
-
{
|
407 |
-
"epoch": 42.89,
|
408 |
-
"eval_f1": 0.888888888888889,
|
409 |
-
"eval_loss": 0.47554805874824524,
|
410 |
-
"eval_runtime": 0.5172,
|
411 |
-
"eval_samples_per_second": 135.355,
|
412 |
-
"eval_steps_per_second": 5.801,
|
413 |
-
"step": 86
|
414 |
-
},
|
415 |
-
{
|
416 |
-
"epoch": 43.89,
|
417 |
-
"eval_f1": 0.888888888888889,
|
418 |
-
"eval_loss": 0.4745935797691345,
|
419 |
-
"eval_runtime": 0.514,
|
420 |
-
"eval_samples_per_second": 136.19,
|
421 |
-
"eval_steps_per_second": 5.837,
|
422 |
-
"step": 88
|
423 |
-
},
|
424 |
-
{
|
425 |
-
"epoch": 44.89,
|
426 |
-
"eval_f1": 0.888888888888889,
|
427 |
-
"eval_loss": 0.4736994504928589,
|
428 |
-
"eval_runtime": 0.5108,
|
429 |
-
"eval_samples_per_second": 137.03,
|
430 |
-
"eval_steps_per_second": 5.873,
|
431 |
-
"step": 90
|
432 |
-
},
|
433 |
-
{
|
434 |
-
"epoch": 45.89,
|
435 |
-
"eval_f1": 0.888888888888889,
|
436 |
-
"eval_loss": 0.4725368618965149,
|
437 |
-
"eval_runtime": 0.5067,
|
438 |
-
"eval_samples_per_second": 138.137,
|
439 |
-
"eval_steps_per_second": 5.92,
|
440 |
-
"step": 92
|
441 |
-
},
|
442 |
-
{
|
443 |
-
"epoch": 46.89,
|
444 |
-
"eval_f1": 0.888888888888889,
|
445 |
-
"eval_loss": 0.47122785449028015,
|
446 |
-
"eval_runtime": 0.5187,
|
447 |
-
"eval_samples_per_second": 134.95,
|
448 |
-
"eval_steps_per_second": 5.784,
|
449 |
-
"step": 94
|
450 |
-
},
|
451 |
-
{
|
452 |
-
"epoch": 47.89,
|
453 |
-
"eval_f1": 0.888888888888889,
|
454 |
-
"eval_loss": 0.4697120189666748,
|
455 |
-
"eval_runtime": 0.5106,
|
456 |
-
"eval_samples_per_second": 137.089,
|
457 |
-
"eval_steps_per_second": 5.875,
|
458 |
-
"step": 96
|
459 |
-
},
|
460 |
-
{
|
461 |
-
"epoch": 48.89,
|
462 |
-
"eval_f1": 0.888888888888889,
|
463 |
-
"eval_loss": 0.4686456322669983,
|
464 |
-
"eval_runtime": 0.5071,
|
465 |
-
"eval_samples_per_second": 138.045,
|
466 |
-
"eval_steps_per_second": 5.916,
|
467 |
-
"step": 98
|
468 |
-
},
|
469 |
-
{
|
470 |
-
"epoch": 49.89,
|
471 |
-
"learning_rate": 7.4074074074074075e-06,
|
472 |
-
"loss": 0.4,
|
473 |
-
"step": 100
|
474 |
-
},
|
475 |
-
{
|
476 |
-
"epoch": 49.89,
|
477 |
-
"eval_f1": 0.888888888888889,
|
478 |
-
"eval_loss": 0.46755868196487427,
|
479 |
-
"eval_runtime": 0.5094,
|
480 |
-
"eval_samples_per_second": 137.403,
|
481 |
-
"eval_steps_per_second": 5.889,
|
482 |
-
"step": 100
|
483 |
-
},
|
484 |
-
{
|
485 |
-
"epoch": 50.89,
|
486 |
-
"eval_f1": 0.888888888888889,
|
487 |
-
"eval_loss": 0.4666549265384674,
|
488 |
-
"eval_runtime": 0.5092,
|
489 |
-
"eval_samples_per_second": 137.458,
|
490 |
-
"eval_steps_per_second": 5.891,
|
491 |
-
"step": 102
|
492 |
-
},
|
493 |
-
{
|
494 |
-
"epoch": 51.89,
|
495 |
-
"eval_f1": 0.888888888888889,
|
496 |
-
"eval_loss": 0.46638351678848267,
|
497 |
-
"eval_runtime": 0.5124,
|
498 |
-
"eval_samples_per_second": 136.625,
|
499 |
-
"eval_steps_per_second": 5.855,
|
500 |
-
"step": 104
|
501 |
-
},
|
502 |
-
{
|
503 |
-
"epoch": 52.89,
|
504 |
-
"eval_f1": 0.888888888888889,
|
505 |
-
"eval_loss": 0.4666298031806946,
|
506 |
-
"eval_runtime": 0.5135,
|
507 |
-
"eval_samples_per_second": 136.326,
|
508 |
-
"eval_steps_per_second": 5.843,
|
509 |
-
"step": 106
|
510 |
-
},
|
511 |
-
{
|
512 |
-
"epoch": 53.89,
|
513 |
-
"eval_f1": 0.888888888888889,
|
514 |
-
"eval_loss": 0.46660488843917847,
|
515 |
-
"eval_runtime": 0.5175,
|
516 |
-
"eval_samples_per_second": 135.261,
|
517 |
-
"eval_steps_per_second": 5.797,
|
518 |
-
"step": 108
|
519 |
-
},
|
520 |
-
{
|
521 |
-
"epoch": 54.89,
|
522 |
-
"eval_f1": 0.888888888888889,
|
523 |
-
"eval_loss": 0.4668794870376587,
|
524 |
-
"eval_runtime": 0.5009,
|
525 |
-
"eval_samples_per_second": 139.747,
|
526 |
-
"eval_steps_per_second": 5.989,
|
527 |
-
"step": 110
|
528 |
-
},
|
529 |
-
{
|
530 |
-
"epoch": 55.89,
|
531 |
-
"eval_f1": 0.888888888888889,
|
532 |
-
"eval_loss": 0.46678298711776733,
|
533 |
-
"eval_runtime": 0.5078,
|
534 |
-
"eval_samples_per_second": 137.844,
|
535 |
-
"eval_steps_per_second": 5.908,
|
536 |
-
"step": 112
|
537 |
-
},
|
538 |
-
{
|
539 |
-
"epoch": 56.89,
|
540 |
-
"eval_f1": 0.888888888888889,
|
541 |
-
"eval_loss": 0.46638283133506775,
|
542 |
-
"eval_runtime": 0.5157,
|
543 |
-
"eval_samples_per_second": 135.74,
|
544 |
-
"eval_steps_per_second": 5.817,
|
545 |
-
"step": 114
|
546 |
-
},
|
547 |
-
{
|
548 |
-
"epoch": 57.89,
|
549 |
-
"eval_f1": 0.888888888888889,
|
550 |
-
"eval_loss": 0.46611693501472473,
|
551 |
-
"eval_runtime": 0.5257,
|
552 |
-
"eval_samples_per_second": 133.154,
|
553 |
-
"eval_steps_per_second": 5.707,
|
554 |
-
"step": 116
|
555 |
-
},
|
556 |
-
{
|
557 |
-
"epoch": 58.89,
|
558 |
-
"eval_f1": 0.888888888888889,
|
559 |
-
"eval_loss": 0.4656626582145691,
|
560 |
-
"eval_runtime": 0.5108,
|
561 |
-
"eval_samples_per_second": 137.041,
|
562 |
-
"eval_steps_per_second": 5.873,
|
563 |
-
"step": 118
|
564 |
-
},
|
565 |
-
{
|
566 |
-
"epoch": 59.89,
|
567 |
-
"eval_f1": 0.888888888888889,
|
568 |
-
"eval_loss": 0.4653801918029785,
|
569 |
-
"eval_runtime": 0.5184,
|
570 |
-
"eval_samples_per_second": 135.019,
|
571 |
-
"eval_steps_per_second": 5.787,
|
572 |
-
"step": 120
|
573 |
-
},
|
574 |
-
{
|
575 |
-
"epoch": 60.89,
|
576 |
-
"eval_f1": 0.888888888888889,
|
577 |
-
"eval_loss": 0.46494531631469727,
|
578 |
-
"eval_runtime": 0.5265,
|
579 |
-
"eval_samples_per_second": 132.948,
|
580 |
-
"eval_steps_per_second": 5.698,
|
581 |
-
"step": 122
|
582 |
-
},
|
583 |
-
{
|
584 |
-
"epoch": 61.89,
|
585 |
-
"eval_f1": 0.888888888888889,
|
586 |
-
"eval_loss": 0.4643649458885193,
|
587 |
-
"eval_runtime": 0.5176,
|
588 |
-
"eval_samples_per_second": 135.236,
|
589 |
-
"eval_steps_per_second": 5.796,
|
590 |
-
"step": 124
|
591 |
-
},
|
592 |
-
{
|
593 |
-
"epoch": 62.44,
|
594 |
-
"learning_rate": 6.481481481481482e-06,
|
595 |
-
"loss": 0.3712,
|
596 |
-
"step": 125
|
597 |
-
},
|
598 |
-
{
|
599 |
-
"epoch": 62.89,
|
600 |
-
"eval_f1": 0.888888888888889,
|
601 |
-
"eval_loss": 0.46361738443374634,
|
602 |
-
"eval_runtime": 0.5177,
|
603 |
-
"eval_samples_per_second": 135.21,
|
604 |
-
"eval_steps_per_second": 5.795,
|
605 |
-
"step": 126
|
606 |
-
},
|
607 |
-
{
|
608 |
-
"epoch": 63.89,
|
609 |
-
"eval_f1": 0.888888888888889,
|
610 |
-
"eval_loss": 0.46249672770500183,
|
611 |
-
"eval_runtime": 0.5106,
|
612 |
-
"eval_samples_per_second": 137.097,
|
613 |
-
"eval_steps_per_second": 5.876,
|
614 |
-
"step": 128
|
615 |
-
},
|
616 |
-
{
|
617 |
-
"epoch": 64.89,
|
618 |
-
"eval_f1": 0.888888888888889,
|
619 |
-
"eval_loss": 0.4611242711544037,
|
620 |
-
"eval_runtime": 0.5134,
|
621 |
-
"eval_samples_per_second": 136.352,
|
622 |
-
"eval_steps_per_second": 5.844,
|
623 |
-
"step": 130
|
624 |
-
},
|
625 |
-
{
|
626 |
-
"epoch": 65.89,
|
627 |
-
"eval_f1": 0.888888888888889,
|
628 |
-
"eval_loss": 0.4598376154899597,
|
629 |
-
"eval_runtime": 0.5045,
|
630 |
-
"eval_samples_per_second": 138.759,
|
631 |
-
"eval_steps_per_second": 5.947,
|
632 |
-
"step": 132
|
633 |
-
},
|
634 |
-
{
|
635 |
-
"epoch": 66.89,
|
636 |
-
"eval_f1": 0.888888888888889,
|
637 |
-
"eval_loss": 0.45868563652038574,
|
638 |
-
"eval_runtime": 0.5061,
|
639 |
-
"eval_samples_per_second": 138.303,
|
640 |
-
"eval_steps_per_second": 5.927,
|
641 |
-
"step": 134
|
642 |
-
},
|
643 |
-
{
|
644 |
-
"epoch": 67.89,
|
645 |
-
"eval_f1": 0.888888888888889,
|
646 |
-
"eval_loss": 0.4579010605812073,
|
647 |
-
"eval_runtime": 0.5154,
|
648 |
-
"eval_samples_per_second": 135.819,
|
649 |
-
"eval_steps_per_second": 5.821,
|
650 |
-
"step": 136
|
651 |
-
},
|
652 |
-
{
|
653 |
-
"epoch": 68.89,
|
654 |
-
"eval_f1": 0.888888888888889,
|
655 |
-
"eval_loss": 0.4574340879917145,
|
656 |
-
"eval_runtime": 0.5107,
|
657 |
-
"eval_samples_per_second": 137.062,
|
658 |
-
"eval_steps_per_second": 5.874,
|
659 |
-
"step": 138
|
660 |
-
},
|
661 |
-
{
|
662 |
-
"epoch": 69.89,
|
663 |
-
"eval_f1": 0.888888888888889,
|
664 |
-
"eval_loss": 0.45691609382629395,
|
665 |
-
"eval_runtime": 0.5186,
|
666 |
-
"eval_samples_per_second": 134.99,
|
667 |
-
"eval_steps_per_second": 5.785,
|
668 |
-
"step": 140
|
669 |
-
},
|
670 |
-
{
|
671 |
-
"epoch": 70.89,
|
672 |
-
"eval_f1": 0.888888888888889,
|
673 |
-
"eval_loss": 0.45680859684944153,
|
674 |
-
"eval_runtime": 0.5147,
|
675 |
-
"eval_samples_per_second": 136.006,
|
676 |
-
"eval_steps_per_second": 5.829,
|
677 |
-
"step": 142
|
678 |
-
},
|
679 |
-
{
|
680 |
-
"epoch": 71.89,
|
681 |
-
"eval_f1": 0.888888888888889,
|
682 |
-
"eval_loss": 0.4564048945903778,
|
683 |
-
"eval_runtime": 0.5157,
|
684 |
-
"eval_samples_per_second": 135.741,
|
685 |
-
"eval_steps_per_second": 5.817,
|
686 |
-
"step": 144
|
687 |
-
},
|
688 |
-
{
|
689 |
-
"epoch": 72.89,
|
690 |
-
"eval_f1": 0.888888888888889,
|
691 |
-
"eval_loss": 0.4561113119125366,
|
692 |
-
"eval_runtime": 0.5039,
|
693 |
-
"eval_samples_per_second": 138.917,
|
694 |
-
"eval_steps_per_second": 5.954,
|
695 |
-
"step": 146
|
696 |
-
},
|
697 |
-
{
|
698 |
-
"epoch": 73.89,
|
699 |
-
"eval_f1": 0.888888888888889,
|
700 |
-
"eval_loss": 0.45622721314430237,
|
701 |
-
"eval_runtime": 0.514,
|
702 |
-
"eval_samples_per_second": 136.175,
|
703 |
-
"eval_steps_per_second": 5.836,
|
704 |
-
"step": 148
|
705 |
-
},
|
706 |
-
{
|
707 |
-
"epoch": 74.89,
|
708 |
-
"learning_rate": 5.555555555555557e-06,
|
709 |
-
"loss": 0.3419,
|
710 |
-
"step": 150
|
711 |
-
},
|
712 |
-
{
|
713 |
-
"epoch": 74.89,
|
714 |
-
"eval_f1": 0.888888888888889,
|
715 |
-
"eval_loss": 0.4559585452079773,
|
716 |
-
"eval_runtime": 0.5107,
|
717 |
-
"eval_samples_per_second": 137.074,
|
718 |
-
"eval_steps_per_second": 5.875,
|
719 |
-
"step": 150
|
720 |
-
},
|
721 |
-
{
|
722 |
-
"epoch": 75.89,
|
723 |
-
"eval_f1": 0.888888888888889,
|
724 |
-
"eval_loss": 0.4556769132614136,
|
725 |
-
"eval_runtime": 0.5134,
|
726 |
-
"eval_samples_per_second": 136.339,
|
727 |
-
"eval_steps_per_second": 5.843,
|
728 |
-
"step": 152
|
729 |
-
},
|
730 |
-
{
|
731 |
-
"epoch": 76.89,
|
732 |
-
"eval_f1": 0.888888888888889,
|
733 |
-
"eval_loss": 0.45586857199668884,
|
734 |
-
"eval_runtime": 0.5119,
|
735 |
-
"eval_samples_per_second": 136.757,
|
736 |
-
"eval_steps_per_second": 5.861,
|
737 |
-
"step": 154
|
738 |
-
},
|
739 |
-
{
|
740 |
-
"epoch": 77.89,
|
741 |
-
"eval_f1": 0.888888888888889,
|
742 |
-
"eval_loss": 0.45571208000183105,
|
743 |
-
"eval_runtime": 0.5116,
|
744 |
-
"eval_samples_per_second": 136.818,
|
745 |
-
"eval_steps_per_second": 5.864,
|
746 |
-
"step": 156
|
747 |
-
},
|
748 |
-
{
|
749 |
-
"epoch": 78.89,
|
750 |
-
"eval_f1": 0.888888888888889,
|
751 |
-
"eval_loss": 0.4558698832988739,
|
752 |
-
"eval_runtime": 0.5082,
|
753 |
-
"eval_samples_per_second": 137.744,
|
754 |
-
"eval_steps_per_second": 5.903,
|
755 |
-
"step": 158
|
756 |
-
},
|
757 |
-
{
|
758 |
-
"epoch": 79.89,
|
759 |
-
"eval_f1": 0.888888888888889,
|
760 |
-
"eval_loss": 0.4559585154056549,
|
761 |
-
"eval_runtime": 0.5127,
|
762 |
-
"eval_samples_per_second": 136.542,
|
763 |
-
"eval_steps_per_second": 5.852,
|
764 |
-
"step": 160
|
765 |
-
},
|
766 |
-
{
|
767 |
-
"epoch": 80.89,
|
768 |
-
"eval_f1": 0.888888888888889,
|
769 |
-
"eval_loss": 0.4561022222042084,
|
770 |
-
"eval_runtime": 0.5136,
|
771 |
-
"eval_samples_per_second": 136.283,
|
772 |
-
"eval_steps_per_second": 5.841,
|
773 |
-
"step": 162
|
774 |
-
},
|
775 |
-
{
|
776 |
-
"epoch": 81.89,
|
777 |
-
"eval_f1": 0.888888888888889,
|
778 |
-
"eval_loss": 0.4561418294906616,
|
779 |
-
"eval_runtime": 0.5185,
|
780 |
-
"eval_samples_per_second": 135.002,
|
781 |
-
"eval_steps_per_second": 5.786,
|
782 |
-
"step": 164
|
783 |
-
},
|
784 |
-
{
|
785 |
-
"epoch": 82.89,
|
786 |
-
"eval_f1": 0.888888888888889,
|
787 |
-
"eval_loss": 0.45633062720298767,
|
788 |
-
"eval_runtime": 0.5583,
|
789 |
-
"eval_samples_per_second": 125.383,
|
790 |
-
"eval_steps_per_second": 5.374,
|
791 |
-
"step": 166
|
792 |
-
},
|
793 |
-
{
|
794 |
-
"epoch": 83.89,
|
795 |
-
"eval_f1": 0.896,
|
796 |
-
"eval_loss": 0.45609140396118164,
|
797 |
-
"eval_runtime": 0.5096,
|
798 |
-
"eval_samples_per_second": 137.376,
|
799 |
-
"eval_steps_per_second": 5.888,
|
800 |
-
"step": 168
|
801 |
-
},
|
802 |
-
{
|
803 |
-
"epoch": 84.89,
|
804 |
-
"eval_f1": 0.896,
|
805 |
-
"eval_loss": 0.4557640850543976,
|
806 |
-
"eval_runtime": 0.5089,
|
807 |
-
"eval_samples_per_second": 137.544,
|
808 |
-
"eval_steps_per_second": 5.895,
|
809 |
-
"step": 170
|
810 |
-
},
|
811 |
-
{
|
812 |
-
"epoch": 85.89,
|
813 |
-
"eval_f1": 0.896,
|
814 |
-
"eval_loss": 0.4552680552005768,
|
815 |
-
"eval_runtime": 0.5124,
|
816 |
-
"eval_samples_per_second": 136.601,
|
817 |
-
"eval_steps_per_second": 5.854,
|
818 |
-
"step": 172
|
819 |
-
},
|
820 |
-
{
|
821 |
-
"epoch": 86.89,
|
822 |
-
"eval_f1": 0.896,
|
823 |
-
"eval_loss": 0.45485004782676697,
|
824 |
-
"eval_runtime": 0.5155,
|
825 |
-
"eval_samples_per_second": 135.799,
|
826 |
-
"eval_steps_per_second": 5.82,
|
827 |
-
"step": 174
|
828 |
-
},
|
829 |
-
{
|
830 |
-
"epoch": 87.44,
|
831 |
-
"learning_rate": 4.62962962962963e-06,
|
832 |
-
"loss": 0.3221,
|
833 |
-
"step": 175
|
834 |
-
},
|
835 |
-
{
|
836 |
-
"epoch": 87.89,
|
837 |
-
"eval_f1": 0.896,
|
838 |
-
"eval_loss": 0.45451802015304565,
|
839 |
-
"eval_runtime": 0.5105,
|
840 |
-
"eval_samples_per_second": 137.109,
|
841 |
-
"eval_steps_per_second": 5.876,
|
842 |
-
"step": 176
|
843 |
-
},
|
844 |
-
{
|
845 |
-
"epoch": 88.89,
|
846 |
-
"eval_f1": 0.896,
|
847 |
-
"eval_loss": 0.4541896879673004,
|
848 |
-
"eval_runtime": 0.5149,
|
849 |
-
"eval_samples_per_second": 135.937,
|
850 |
-
"eval_steps_per_second": 5.826,
|
851 |
-
"step": 178
|
852 |
-
},
|
853 |
-
{
|
854 |
-
"epoch": 89.89,
|
855 |
-
"eval_f1": 0.896,
|
856 |
-
"eval_loss": 0.45373955368995667,
|
857 |
-
"eval_runtime": 0.5183,
|
858 |
-
"eval_samples_per_second": 135.051,
|
859 |
-
"eval_steps_per_second": 5.788,
|
860 |
-
"step": 180
|
861 |
-
},
|
862 |
-
{
|
863 |
-
"epoch": 90.89,
|
864 |
-
"eval_f1": 0.896,
|
865 |
-
"eval_loss": 0.4535920023918152,
|
866 |
-
"eval_runtime": 0.5109,
|
867 |
-
"eval_samples_per_second": 137.024,
|
868 |
-
"eval_steps_per_second": 5.872,
|
869 |
-
"step": 182
|
870 |
-
},
|
871 |
-
{
|
872 |
-
"epoch": 91.89,
|
873 |
-
"eval_f1": 0.896,
|
874 |
-
"eval_loss": 0.45348674058914185,
|
875 |
-
"eval_runtime": 0.5161,
|
876 |
-
"eval_samples_per_second": 135.628,
|
877 |
-
"eval_steps_per_second": 5.813,
|
878 |
-
"step": 184
|
879 |
-
},
|
880 |
-
{
|
881 |
-
"epoch": 92.89,
|
882 |
-
"eval_f1": 0.896,
|
883 |
-
"eval_loss": 0.45325374603271484,
|
884 |
-
"eval_runtime": 0.5128,
|
885 |
-
"eval_samples_per_second": 136.516,
|
886 |
-
"eval_steps_per_second": 5.851,
|
887 |
-
"step": 186
|
888 |
-
},
|
889 |
-
{
|
890 |
-
"epoch": 93.89,
|
891 |
-
"eval_f1": 0.896,
|
892 |
-
"eval_loss": 0.4530419111251831,
|
893 |
-
"eval_runtime": 0.5198,
|
894 |
-
"eval_samples_per_second": 134.677,
|
895 |
-
"eval_steps_per_second": 5.772,
|
896 |
-
"step": 188
|
897 |
-
},
|
898 |
-
{
|
899 |
-
"epoch": 94.89,
|
900 |
-
"eval_f1": 0.896,
|
901 |
-
"eval_loss": 0.452932745218277,
|
902 |
-
"eval_runtime": 0.5123,
|
903 |
-
"eval_samples_per_second": 136.651,
|
904 |
-
"eval_steps_per_second": 5.856,
|
905 |
-
"step": 190
|
906 |
-
},
|
907 |
-
{
|
908 |
-
"epoch": 95.89,
|
909 |
-
"eval_f1": 0.896,
|
910 |
-
"eval_loss": 0.45291921496391296,
|
911 |
-
"eval_runtime": 0.5108,
|
912 |
-
"eval_samples_per_second": 137.03,
|
913 |
-
"eval_steps_per_second": 5.873,
|
914 |
-
"step": 192
|
915 |
-
},
|
916 |
-
{
|
917 |
-
"epoch": 96.89,
|
918 |
-
"eval_f1": 0.896,
|
919 |
-
"eval_loss": 0.45280784368515015,
|
920 |
-
"eval_runtime": 0.5125,
|
921 |
-
"eval_samples_per_second": 136.577,
|
922 |
-
"eval_steps_per_second": 5.853,
|
923 |
-
"step": 194
|
924 |
-
},
|
925 |
-
{
|
926 |
-
"epoch": 97.89,
|
927 |
-
"eval_f1": 0.896,
|
928 |
-
"eval_loss": 0.4528333246707916,
|
929 |
-
"eval_runtime": 0.5077,
|
930 |
-
"eval_samples_per_second": 137.871,
|
931 |
-
"eval_steps_per_second": 5.909,
|
932 |
-
"step": 196
|
933 |
-
},
|
934 |
-
{
|
935 |
-
"epoch": 98.89,
|
936 |
-
"eval_f1": 0.896,
|
937 |
-
"eval_loss": 0.45277661085128784,
|
938 |
-
"eval_runtime": 0.508,
|
939 |
-
"eval_samples_per_second": 137.803,
|
940 |
-
"eval_steps_per_second": 5.906,
|
941 |
-
"step": 198
|
942 |
-
},
|
943 |
-
{
|
944 |
-
"epoch": 99.89,
|
945 |
-
"learning_rate": 3.7037037037037037e-06,
|
946 |
-
"loss": 0.297,
|
947 |
-
"step": 200
|
948 |
-
},
|
949 |
-
{
|
950 |
-
"epoch": 99.89,
|
951 |
-
"eval_f1": 0.896,
|
952 |
-
"eval_loss": 0.45276370644569397,
|
953 |
-
"eval_runtime": 0.5103,
|
954 |
-
"eval_samples_per_second": 137.186,
|
955 |
-
"eval_steps_per_second": 5.879,
|
956 |
-
"step": 200
|
957 |
-
},
|
958 |
-
{
|
959 |
-
"epoch": 100.89,
|
960 |
-
"eval_f1": 0.896,
|
961 |
-
"eval_loss": 0.4528166651725769,
|
962 |
-
"eval_runtime": 0.5087,
|
963 |
-
"eval_samples_per_second": 137.613,
|
964 |
-
"eval_steps_per_second": 5.898,
|
965 |
-
"step": 202
|
966 |
-
},
|
967 |
-
{
|
968 |
-
"epoch": 101.89,
|
969 |
-
"eval_f1": 0.896,
|
970 |
-
"eval_loss": 0.45277735590934753,
|
971 |
-
"eval_runtime": 0.5107,
|
972 |
-
"eval_samples_per_second": 137.056,
|
973 |
-
"eval_steps_per_second": 5.874,
|
974 |
-
"step": 204
|
975 |
-
},
|
976 |
-
{
|
977 |
-
"epoch": 102.89,
|
978 |
-
"eval_f1": 0.896,
|
979 |
-
"eval_loss": 0.4523409307003021,
|
980 |
-
"eval_runtime": 0.519,
|
981 |
-
"eval_samples_per_second": 134.862,
|
982 |
-
"eval_steps_per_second": 5.78,
|
983 |
-
"step": 206
|
984 |
-
},
|
985 |
-
{
|
986 |
-
"epoch": 103.89,
|
987 |
-
"eval_f1": 0.896,
|
988 |
-
"eval_loss": 0.4522373080253601,
|
989 |
-
"eval_runtime": 0.5234,
|
990 |
-
"eval_samples_per_second": 133.744,
|
991 |
-
"eval_steps_per_second": 5.732,
|
992 |
-
"step": 208
|
993 |
-
},
|
994 |
-
{
|
995 |
-
"epoch": 104.89,
|
996 |
-
"eval_f1": 0.896,
|
997 |
-
"eval_loss": 0.4519382417201996,
|
998 |
-
"eval_runtime": 0.5099,
|
999 |
-
"eval_samples_per_second": 137.277,
|
1000 |
-
"eval_steps_per_second": 5.883,
|
1001 |
-
"step": 210
|
1002 |
-
},
|
1003 |
-
{
|
1004 |
-
"epoch": 105.89,
|
1005 |
-
"eval_f1": 0.896,
|
1006 |
-
"eval_loss": 0.4515880048274994,
|
1007 |
-
"eval_runtime": 0.5111,
|
1008 |
-
"eval_samples_per_second": 136.947,
|
1009 |
-
"eval_steps_per_second": 5.869,
|
1010 |
-
"step": 212
|
1011 |
-
},
|
1012 |
-
{
|
1013 |
-
"epoch": 106.89,
|
1014 |
-
"eval_f1": 0.896,
|
1015 |
-
"eval_loss": 0.4515409767627716,
|
1016 |
-
"eval_runtime": 0.5212,
|
1017 |
-
"eval_samples_per_second": 134.295,
|
1018 |
-
"eval_steps_per_second": 5.755,
|
1019 |
-
"step": 214
|
1020 |
-
},
|
1021 |
-
{
|
1022 |
-
"epoch": 107.89,
|
1023 |
-
"eval_f1": 0.896,
|
1024 |
-
"eval_loss": 0.45120465755462646,
|
1025 |
-
"eval_runtime": 0.5234,
|
1026 |
-
"eval_samples_per_second": 133.737,
|
1027 |
-
"eval_steps_per_second": 5.732,
|
1028 |
-
"step": 216
|
1029 |
-
},
|
1030 |
-
{
|
1031 |
-
"epoch": 108.89,
|
1032 |
-
"eval_f1": 0.9032258064516129,
|
1033 |
-
"eval_loss": 0.45062127709388733,
|
1034 |
-
"eval_runtime": 0.5116,
|
1035 |
-
"eval_samples_per_second": 136.817,
|
1036 |
-
"eval_steps_per_second": 5.864,
|
1037 |
-
"step": 218
|
1038 |
-
},
|
1039 |
-
{
|
1040 |
-
"epoch": 109.89,
|
1041 |
-
"eval_f1": 0.9032258064516129,
|
1042 |
-
"eval_loss": 0.450234055519104,
|
1043 |
-
"eval_runtime": 0.5074,
|
1044 |
-
"eval_samples_per_second": 137.954,
|
1045 |
-
"eval_steps_per_second": 5.912,
|
1046 |
-
"step": 220
|
1047 |
-
},
|
1048 |
-
{
|
1049 |
-
"epoch": 110.89,
|
1050 |
-
"eval_f1": 0.9032258064516129,
|
1051 |
-
"eval_loss": 0.45027095079421997,
|
1052 |
-
"eval_runtime": 0.5078,
|
1053 |
-
"eval_samples_per_second": 137.84,
|
1054 |
-
"eval_steps_per_second": 5.907,
|
1055 |
-
"step": 222
|
1056 |
-
},
|
1057 |
-
{
|
1058 |
-
"epoch": 111.89,
|
1059 |
-
"eval_f1": 0.9032258064516129,
|
1060 |
-
"eval_loss": 0.4502160847187042,
|
1061 |
-
"eval_runtime": 0.5143,
|
1062 |
-
"eval_samples_per_second": 136.105,
|
1063 |
-
"eval_steps_per_second": 5.833,
|
1064 |
-
"step": 224
|
1065 |
-
},
|
1066 |
-
{
|
1067 |
-
"epoch": 112.44,
|
1068 |
-
"learning_rate": 2.7777777777777783e-06,
|
1069 |
-
"loss": 0.2809,
|
1070 |
-
"step": 225
|
1071 |
-
},
|
1072 |
-
{
|
1073 |
-
"epoch": 112.89,
|
1074 |
-
"eval_f1": 0.9032258064516129,
|
1075 |
-
"eval_loss": 0.45027267932891846,
|
1076 |
-
"eval_runtime": 0.5062,
|
1077 |
-
"eval_samples_per_second": 138.288,
|
1078 |
-
"eval_steps_per_second": 5.927,
|
1079 |
-
"step": 226
|
1080 |
-
},
|
1081 |
-
{
|
1082 |
-
"epoch": 113.89,
|
1083 |
-
"eval_f1": 0.9032258064516129,
|
1084 |
-
"eval_loss": 0.45001256465911865,
|
1085 |
-
"eval_runtime": 0.5176,
|
1086 |
-
"eval_samples_per_second": 135.243,
|
1087 |
-
"eval_steps_per_second": 5.796,
|
1088 |
-
"step": 228
|
1089 |
-
},
|
1090 |
-
{
|
1091 |
-
"epoch": 114.89,
|
1092 |
-
"eval_f1": 0.9032258064516129,
|
1093 |
-
"eval_loss": 0.44984087347984314,
|
1094 |
-
"eval_runtime": 0.5057,
|
1095 |
-
"eval_samples_per_second": 138.435,
|
1096 |
-
"eval_steps_per_second": 5.933,
|
1097 |
-
"step": 230
|
1098 |
-
},
|
1099 |
-
{
|
1100 |
-
"epoch": 115.89,
|
1101 |
-
"eval_f1": 0.9032258064516129,
|
1102 |
-
"eval_loss": 0.4496540129184723,
|
1103 |
-
"eval_runtime": 0.5087,
|
1104 |
-
"eval_samples_per_second": 137.605,
|
1105 |
-
"eval_steps_per_second": 5.897,
|
1106 |
-
"step": 232
|
1107 |
-
},
|
1108 |
-
{
|
1109 |
-
"epoch": 116.89,
|
1110 |
-
"eval_f1": 0.9032258064516129,
|
1111 |
-
"eval_loss": 0.4495893120765686,
|
1112 |
-
"eval_runtime": 0.5162,
|
1113 |
-
"eval_samples_per_second": 135.612,
|
1114 |
-
"eval_steps_per_second": 5.812,
|
1115 |
-
"step": 234
|
1116 |
-
},
|
1117 |
-
{
|
1118 |
-
"epoch": 117.89,
|
1119 |
-
"eval_f1": 0.9032258064516129,
|
1120 |
-
"eval_loss": 0.4495932459831238,
|
1121 |
-
"eval_runtime": 0.5162,
|
1122 |
-
"eval_samples_per_second": 135.596,
|
1123 |
-
"eval_steps_per_second": 5.811,
|
1124 |
-
"step": 236
|
1125 |
-
},
|
1126 |
-
{
|
1127 |
-
"epoch": 118.89,
|
1128 |
-
"eval_f1": 0.9032258064516129,
|
1129 |
-
"eval_loss": 0.4495743215084076,
|
1130 |
-
"eval_runtime": 0.5143,
|
1131 |
-
"eval_samples_per_second": 136.098,
|
1132 |
-
"eval_steps_per_second": 5.833,
|
1133 |
-
"step": 238
|
1134 |
-
},
|
1135 |
-
{
|
1136 |
-
"epoch": 119.89,
|
1137 |
-
"eval_f1": 0.9032258064516129,
|
1138 |
-
"eval_loss": 0.4495793282985687,
|
1139 |
-
"eval_runtime": 0.5201,
|
1140 |
-
"eval_samples_per_second": 134.594,
|
1141 |
-
"eval_steps_per_second": 5.768,
|
1142 |
-
"step": 240
|
1143 |
-
},
|
1144 |
-
{
|
1145 |
-
"epoch": 120.89,
|
1146 |
-
"eval_f1": 0.9032258064516129,
|
1147 |
-
"eval_loss": 0.44972047209739685,
|
1148 |
-
"eval_runtime": 0.517,
|
1149 |
-
"eval_samples_per_second": 135.393,
|
1150 |
-
"eval_steps_per_second": 5.803,
|
1151 |
-
"step": 242
|
1152 |
-
},
|
1153 |
-
{
|
1154 |
-
"epoch": 121.89,
|
1155 |
-
"eval_f1": 0.9032258064516129,
|
1156 |
-
"eval_loss": 0.4496006965637207,
|
1157 |
-
"eval_runtime": 0.5201,
|
1158 |
-
"eval_samples_per_second": 134.597,
|
1159 |
-
"eval_steps_per_second": 5.768,
|
1160 |
-
"step": 244
|
1161 |
-
},
|
1162 |
-
{
|
1163 |
-
"epoch": 122.89,
|
1164 |
-
"eval_f1": 0.9032258064516129,
|
1165 |
-
"eval_loss": 0.4495578706264496,
|
1166 |
-
"eval_runtime": 0.5087,
|
1167 |
-
"eval_samples_per_second": 137.594,
|
1168 |
-
"eval_steps_per_second": 5.897,
|
1169 |
-
"step": 246
|
1170 |
-
},
|
1171 |
-
{
|
1172 |
-
"epoch": 123.89,
|
1173 |
-
"eval_f1": 0.9032258064516129,
|
1174 |
-
"eval_loss": 0.44961830973625183,
|
1175 |
-
"eval_runtime": 0.5091,
|
1176 |
-
"eval_samples_per_second": 137.492,
|
1177 |
-
"eval_steps_per_second": 5.893,
|
1178 |
-
"step": 248
|
1179 |
-
},
|
1180 |
-
{
|
1181 |
-
"epoch": 124.89,
|
1182 |
-
"learning_rate": 1.8518518518518519e-06,
|
1183 |
-
"loss": 0.2717,
|
1184 |
-
"step": 250
|
1185 |
-
},
|
1186 |
-
{
|
1187 |
-
"epoch": 124.89,
|
1188 |
-
"eval_f1": 0.9032258064516129,
|
1189 |
-
"eval_loss": 0.4495493769645691,
|
1190 |
-
"eval_runtime": 0.5126,
|
1191 |
-
"eval_samples_per_second": 136.564,
|
1192 |
-
"eval_steps_per_second": 5.853,
|
1193 |
-
"step": 250
|
1194 |
-
},
|
1195 |
-
{
|
1196 |
-
"epoch": 125.89,
|
1197 |
-
"eval_f1": 0.9032258064516129,
|
1198 |
-
"eval_loss": 0.44953247904777527,
|
1199 |
-
"eval_runtime": 0.5166,
|
1200 |
-
"eval_samples_per_second": 135.508,
|
1201 |
-
"eval_steps_per_second": 5.807,
|
1202 |
-
"step": 252
|
1203 |
-
},
|
1204 |
-
{
|
1205 |
-
"epoch": 126.89,
|
1206 |
-
"eval_f1": 0.9032258064516129,
|
1207 |
-
"eval_loss": 0.44945859909057617,
|
1208 |
-
"eval_runtime": 0.5087,
|
1209 |
-
"eval_samples_per_second": 137.598,
|
1210 |
-
"eval_steps_per_second": 5.897,
|
1211 |
-
"step": 254
|
1212 |
-
},
|
1213 |
-
{
|
1214 |
-
"epoch": 127.89,
|
1215 |
-
"eval_f1": 0.9032258064516129,
|
1216 |
-
"eval_loss": 0.4493277072906494,
|
1217 |
-
"eval_runtime": 0.5129,
|
1218 |
-
"eval_samples_per_second": 136.49,
|
1219 |
-
"eval_steps_per_second": 5.85,
|
1220 |
-
"step": 256
|
1221 |
-
},
|
1222 |
-
{
|
1223 |
-
"epoch": 128.89,
|
1224 |
-
"eval_f1": 0.9032258064516129,
|
1225 |
-
"eval_loss": 0.4492017924785614,
|
1226 |
-
"eval_runtime": 0.5132,
|
1227 |
-
"eval_samples_per_second": 136.411,
|
1228 |
-
"eval_steps_per_second": 5.846,
|
1229 |
-
"step": 258
|
1230 |
-
},
|
1231 |
-
{
|
1232 |
-
"epoch": 129.89,
|
1233 |
-
"eval_f1": 0.9032258064516129,
|
1234 |
-
"eval_loss": 0.44910600781440735,
|
1235 |
-
"eval_runtime": 0.5158,
|
1236 |
-
"eval_samples_per_second": 135.724,
|
1237 |
-
"eval_steps_per_second": 5.817,
|
1238 |
-
"step": 260
|
1239 |
-
},
|
1240 |
-
{
|
1241 |
-
"epoch": 130.89,
|
1242 |
-
"eval_f1": 0.9032258064516129,
|
1243 |
-
"eval_loss": 0.44898271560668945,
|
1244 |
-
"eval_runtime": 0.5171,
|
1245 |
-
"eval_samples_per_second": 135.359,
|
1246 |
-
"eval_steps_per_second": 5.801,
|
1247 |
-
"step": 262
|
1248 |
-
},
|
1249 |
-
{
|
1250 |
-
"epoch": 131.89,
|
1251 |
-
"eval_f1": 0.9032258064516129,
|
1252 |
-
"eval_loss": 0.44882574677467346,
|
1253 |
-
"eval_runtime": 0.5104,
|
1254 |
-
"eval_samples_per_second": 137.159,
|
1255 |
-
"eval_steps_per_second": 5.878,
|
1256 |
-
"step": 264
|
1257 |
-
},
|
1258 |
-
{
|
1259 |
-
"epoch": 132.89,
|
1260 |
-
"eval_f1": 0.9032258064516129,
|
1261 |
-
"eval_loss": 0.44872909784317017,
|
1262 |
-
"eval_runtime": 0.5186,
|
1263 |
-
"eval_samples_per_second": 134.967,
|
1264 |
-
"eval_steps_per_second": 5.784,
|
1265 |
-
"step": 266
|
1266 |
-
},
|
1267 |
-
{
|
1268 |
-
"epoch": 133.89,
|
1269 |
-
"eval_f1": 0.9032258064516129,
|
1270 |
-
"eval_loss": 0.4485660791397095,
|
1271 |
-
"eval_runtime": 0.511,
|
1272 |
-
"eval_samples_per_second": 136.99,
|
1273 |
-
"eval_steps_per_second": 5.871,
|
1274 |
-
"step": 268
|
1275 |
-
},
|
1276 |
-
{
|
1277 |
-
"epoch": 134.89,
|
1278 |
-
"eval_f1": 0.9032258064516129,
|
1279 |
-
"eval_loss": 0.44834819436073303,
|
1280 |
-
"eval_runtime": 0.5105,
|
1281 |
-
"eval_samples_per_second": 137.112,
|
1282 |
-
"eval_steps_per_second": 5.876,
|
1283 |
-
"step": 270
|
1284 |
-
},
|
1285 |
-
{
|
1286 |
-
"epoch": 135.89,
|
1287 |
-
"eval_f1": 0.9032258064516129,
|
1288 |
-
"eval_loss": 0.448197603225708,
|
1289 |
-
"eval_runtime": 0.5111,
|
1290 |
-
"eval_samples_per_second": 136.954,
|
1291 |
-
"eval_steps_per_second": 5.869,
|
1292 |
-
"step": 272
|
1293 |
-
},
|
1294 |
-
{
|
1295 |
-
"epoch": 136.89,
|
1296 |
-
"eval_f1": 0.9032258064516129,
|
1297 |
-
"eval_loss": 0.4480949342250824,
|
1298 |
-
"eval_runtime": 0.5102,
|
1299 |
-
"eval_samples_per_second": 137.192,
|
1300 |
-
"eval_steps_per_second": 5.88,
|
1301 |
-
"step": 274
|
1302 |
-
},
|
1303 |
-
{
|
1304 |
-
"epoch": 137.44,
|
1305 |
-
"learning_rate": 9.259259259259259e-07,
|
1306 |
-
"loss": 0.2597,
|
1307 |
-
"step": 275
|
1308 |
-
},
|
1309 |
-
{
|
1310 |
-
"epoch": 137.89,
|
1311 |
-
"eval_f1": 0.9032258064516129,
|
1312 |
-
"eval_loss": 0.447935551404953,
|
1313 |
-
"eval_runtime": 0.5123,
|
1314 |
-
"eval_samples_per_second": 136.645,
|
1315 |
-
"eval_steps_per_second": 5.856,
|
1316 |
-
"step": 276
|
1317 |
-
},
|
1318 |
-
{
|
1319 |
-
"epoch": 138.89,
|
1320 |
-
"eval_f1": 0.9032258064516129,
|
1321 |
-
"eval_loss": 0.44773900508880615,
|
1322 |
-
"eval_runtime": 0.5066,
|
1323 |
-
"eval_samples_per_second": 138.167,
|
1324 |
-
"eval_steps_per_second": 5.921,
|
1325 |
-
"step": 278
|
1326 |
-
},
|
1327 |
-
{
|
1328 |
-
"epoch": 139.89,
|
1329 |
-
"eval_f1": 0.9032258064516129,
|
1330 |
-
"eval_loss": 0.44755300879478455,
|
1331 |
-
"eval_runtime": 0.5128,
|
1332 |
-
"eval_samples_per_second": 136.51,
|
1333 |
-
"eval_steps_per_second": 5.85,
|
1334 |
-
"step": 280
|
1335 |
-
},
|
1336 |
-
{
|
1337 |
-
"epoch": 140.89,
|
1338 |
-
"eval_f1": 0.9032258064516129,
|
1339 |
-
"eval_loss": 0.44738340377807617,
|
1340 |
-
"eval_runtime": 0.5088,
|
1341 |
-
"eval_samples_per_second": 137.582,
|
1342 |
-
"eval_steps_per_second": 5.896,
|
1343 |
-
"step": 282
|
1344 |
-
},
|
1345 |
-
{
|
1346 |
-
"epoch": 141.89,
|
1347 |
-
"eval_f1": 0.9032258064516129,
|
1348 |
-
"eval_loss": 0.4472770690917969,
|
1349 |
-
"eval_runtime": 0.5106,
|
1350 |
-
"eval_samples_per_second": 137.086,
|
1351 |
-
"eval_steps_per_second": 5.875,
|
1352 |
-
"step": 284
|
1353 |
-
},
|
1354 |
-
{
|
1355 |
-
"epoch": 142.89,
|
1356 |
-
"eval_f1": 0.9032258064516129,
|
1357 |
-
"eval_loss": 0.44719263911247253,
|
1358 |
-
"eval_runtime": 0.5111,
|
1359 |
-
"eval_samples_per_second": 136.971,
|
1360 |
-
"eval_steps_per_second": 5.87,
|
1361 |
-
"step": 286
|
1362 |
-
},
|
1363 |
-
{
|
1364 |
-
"epoch": 143.89,
|
1365 |
-
"eval_f1": 0.9032258064516129,
|
1366 |
-
"eval_loss": 0.44712573289871216,
|
1367 |
-
"eval_runtime": 0.519,
|
1368 |
-
"eval_samples_per_second": 134.866,
|
1369 |
-
"eval_steps_per_second": 5.78,
|
1370 |
-
"step": 288
|
1371 |
-
},
|
1372 |
-
{
|
1373 |
-
"epoch": 144.89,
|
1374 |
-
"eval_f1": 0.9032258064516129,
|
1375 |
-
"eval_loss": 0.44704240560531616,
|
1376 |
-
"eval_runtime": 0.5125,
|
1377 |
-
"eval_samples_per_second": 136.589,
|
1378 |
-
"eval_steps_per_second": 5.854,
|
1379 |
-
"step": 290
|
1380 |
-
},
|
1381 |
-
{
|
1382 |
-
"epoch": 145.89,
|
1383 |
-
"eval_f1": 0.9032258064516129,
|
1384 |
-
"eval_loss": 0.4469843804836273,
|
1385 |
-
"eval_runtime": 0.5194,
|
1386 |
-
"eval_samples_per_second": 134.777,
|
1387 |
-
"eval_steps_per_second": 5.776,
|
1388 |
-
"step": 292
|
1389 |
-
},
|
1390 |
-
{
|
1391 |
-
"epoch": 146.89,
|
1392 |
-
"eval_f1": 0.9032258064516129,
|
1393 |
-
"eval_loss": 0.44694092869758606,
|
1394 |
-
"eval_runtime": 0.5135,
|
1395 |
-
"eval_samples_per_second": 136.31,
|
1396 |
-
"eval_steps_per_second": 5.842,
|
1397 |
-
"step": 294
|
1398 |
-
},
|
1399 |
-
{
|
1400 |
-
"epoch": 147.89,
|
1401 |
-
"eval_f1": 0.9032258064516129,
|
1402 |
-
"eval_loss": 0.4469132423400879,
|
1403 |
-
"eval_runtime": 0.5162,
|
1404 |
-
"eval_samples_per_second": 135.603,
|
1405 |
-
"eval_steps_per_second": 5.812,
|
1406 |
-
"step": 296
|
1407 |
-
},
|
1408 |
-
{
|
1409 |
-
"epoch": 148.89,
|
1410 |
-
"eval_f1": 0.9032258064516129,
|
1411 |
-
"eval_loss": 0.44689762592315674,
|
1412 |
-
"eval_runtime": 0.514,
|
1413 |
-
"eval_samples_per_second": 136.176,
|
1414 |
-
"eval_steps_per_second": 5.836,
|
1415 |
-
"step": 298
|
1416 |
-
},
|
1417 |
-
{
|
1418 |
-
"epoch": 149.89,
|
1419 |
-
"learning_rate": 0.0,
|
1420 |
-
"loss": 0.2556,
|
1421 |
-
"step": 300
|
1422 |
-
},
|
1423 |
-
{
|
1424 |
-
"epoch": 149.89,
|
1425 |
-
"eval_f1": 0.9032258064516129,
|
1426 |
-
"eval_loss": 0.44689178466796875,
|
1427 |
-
"eval_runtime": 0.5161,
|
1428 |
-
"eval_samples_per_second": 135.631,
|
1429 |
-
"eval_steps_per_second": 5.813,
|
1430 |
-
"step": 300
|
1431 |
-
},
|
1432 |
-
{
|
1433 |
-
"epoch": 149.89,
|
1434 |
-
"step": 300,
|
1435 |
-
"total_flos": 1.0435256966870508e+18,
|
1436 |
-
"train_loss": 0.3680222670237223,
|
1437 |
-
"train_runtime": 877.204,
|
1438 |
-
"train_samples_per_second": 47.366,
|
1439 |
-
"train_steps_per_second": 0.342
|
1440 |
}
|
1441 |
],
|
1442 |
-
"max_steps":
|
1443 |
-
"num_train_epochs":
|
1444 |
-
"total_flos": 1.
|
1445 |
"trial_name": null,
|
1446 |
"trial_params": null
|
1447 |
}
|
|
|
1 |
{
|
2 |
+
"best_metric": 0.9312977099236641,
|
3 |
+
"best_model_checkpoint": "Cvt-finetuned-thyroid/checkpoint-36",
|
4 |
+
"epoch": 19.727272727272727,
|
5 |
+
"global_step": 40,
|
6 |
"is_hyper_param_search": false,
|
7 |
"is_local_process_zero": true,
|
8 |
"is_world_process_zero": true,
|
9 |
"log_history": [
|
10 |
{
|
11 |
+
"epoch": 0.73,
|
12 |
+
"eval_f1": 0.08695652173913043,
|
13 |
+
"eval_loss": 0.729124128818512,
|
14 |
+
"eval_runtime": 0.5602,
|
15 |
+
"eval_samples_per_second": 146.387,
|
16 |
+
"eval_steps_per_second": 5.356,
|
17 |
"step": 2
|
18 |
},
|
19 |
{
|
20 |
+
"epoch": 1.73,
|
21 |
+
"eval_f1": 0.24,
|
22 |
+
"eval_loss": 0.715528666973114,
|
23 |
+
"eval_runtime": 0.4576,
|
24 |
+
"eval_samples_per_second": 179.212,
|
25 |
+
"eval_steps_per_second": 6.557,
|
26 |
"step": 4
|
27 |
},
|
28 |
{
|
29 |
+
"epoch": 2.73,
|
30 |
+
"eval_f1": 0.4651162790697675,
|
31 |
+
"eval_loss": 0.6962855458259583,
|
32 |
+
"eval_runtime": 0.4553,
|
33 |
+
"eval_samples_per_second": 180.089,
|
34 |
+
"eval_steps_per_second": 6.589,
|
35 |
"step": 6
|
36 |
},
|
37 |
{
|
38 |
+
"epoch": 3.73,
|
39 |
+
"eval_f1": 0.6732673267326733,
|
40 |
+
"eval_loss": 0.6805053353309631,
|
41 |
+
"eval_runtime": 0.456,
|
42 |
+
"eval_samples_per_second": 179.84,
|
43 |
+
"eval_steps_per_second": 6.58,
|
44 |
"step": 8
|
45 |
},
|
46 |
{
|
47 |
+
"epoch": 4.73,
|
48 |
+
"eval_f1": 0.8035714285714285,
|
49 |
+
"eval_loss": 0.6671938896179199,
|
50 |
+
"eval_runtime": 0.4582,
|
51 |
+
"eval_samples_per_second": 178.951,
|
52 |
+
"eval_steps_per_second": 6.547,
|
53 |
"step": 10
|
54 |
},
|
55 |
{
|
56 |
+
"epoch": 5.73,
|
57 |
+
"eval_f1": 0.8666666666666666,
|
58 |
+
"eval_loss": 0.6562464237213135,
|
59 |
+
"eval_runtime": 0.4523,
|
60 |
+
"eval_samples_per_second": 181.301,
|
61 |
+
"eval_steps_per_second": 6.633,
|
62 |
"step": 12
|
63 |
},
|
64 |
{
|
65 |
+
"epoch": 6.73,
|
66 |
+
"eval_f1": 0.8688524590163934,
|
67 |
+
"eval_loss": 0.6468915343284607,
|
68 |
+
"eval_runtime": 0.4563,
|
69 |
+
"eval_samples_per_second": 179.688,
|
70 |
+
"eval_steps_per_second": 6.574,
|
71 |
"step": 14
|
72 |
},
|
73 |
{
|
74 |
+
"epoch": 7.73,
|
75 |
+
"eval_f1": 0.9047619047619049,
|
76 |
+
"eval_loss": 0.6390055418014526,
|
77 |
+
"eval_runtime": 0.4554,
|
78 |
+
"eval_samples_per_second": 180.045,
|
79 |
+
"eval_steps_per_second": 6.587,
|
80 |
"step": 16
|
81 |
},
|
82 |
{
|
83 |
+
"epoch": 8.73,
|
84 |
+
"eval_f1": 0.9218749999999999,
|
85 |
+
"eval_loss": 0.6321854591369629,
|
86 |
+
"eval_runtime": 0.4533,
|
87 |
+
"eval_samples_per_second": 180.88,
|
88 |
+
"eval_steps_per_second": 6.618,
|
89 |
"step": 18
|
90 |
},
|
91 |
{
|
92 |
+
"epoch": 9.73,
|
93 |
+
"eval_f1": 0.9218749999999999,
|
94 |
+
"eval_loss": 0.6260910034179688,
|
95 |
+
"eval_runtime": 0.4585,
|
96 |
+
"eval_samples_per_second": 178.853,
|
97 |
+
"eval_steps_per_second": 6.543,
|
98 |
"step": 20
|
99 |
},
|
100 |
{
|
101 |
+
"epoch": 10.73,
|
102 |
+
"eval_f1": 0.9147286821705426,
|
103 |
+
"eval_loss": 0.6207503080368042,
|
104 |
+
"eval_runtime": 0.4613,
|
105 |
+
"eval_samples_per_second": 177.741,
|
106 |
+
"eval_steps_per_second": 6.503,
|
107 |
"step": 22
|
108 |
},
|
109 |
{
|
110 |
+
"epoch": 11.73,
|
111 |
+
"eval_f1": 0.9147286821705426,
|
112 |
+
"eval_loss": 0.6160098910331726,
|
113 |
+
"eval_runtime": 0.4683,
|
114 |
+
"eval_samples_per_second": 175.09,
|
115 |
+
"eval_steps_per_second": 6.406,
|
116 |
"step": 24
|
117 |
},
|
118 |
{
|
119 |
+
"epoch": 12.36,
|
120 |
+
"learning_rate": 4.166666666666667e-06,
|
121 |
+
"loss": 0.8937,
|
122 |
"step": 25
|
123 |
},
|
124 |
{
|
125 |
+
"epoch": 12.73,
|
126 |
+
"eval_f1": 0.9147286821705426,
|
127 |
+
"eval_loss": 0.6118525862693787,
|
128 |
+
"eval_runtime": 0.4721,
|
129 |
+
"eval_samples_per_second": 173.678,
|
130 |
+
"eval_steps_per_second": 6.354,
|
131 |
"step": 26
|
132 |
},
|
133 |
{
|
134 |
+
"epoch": 13.73,
|
135 |
+
"eval_f1": 0.9147286821705426,
|
136 |
+
"eval_loss": 0.6081259846687317,
|
137 |
+
"eval_runtime": 0.4553,
|
138 |
+
"eval_samples_per_second": 180.118,
|
139 |
+
"eval_steps_per_second": 6.59,
|
140 |
"step": 28
|
141 |
},
|
142 |
{
|
143 |
+
"epoch": 14.73,
|
144 |
+
"eval_f1": 0.923076923076923,
|
145 |
+
"eval_loss": 0.6047901511192322,
|
146 |
+
"eval_runtime": 0.4555,
|
147 |
+
"eval_samples_per_second": 180.011,
|
148 |
+
"eval_steps_per_second": 6.586,
|
149 |
"step": 30
|
150 |
},
|
151 |
{
|
152 |
+
"epoch": 15.73,
|
153 |
+
"eval_f1": 0.923076923076923,
|
154 |
+
"eval_loss": 0.6022080183029175,
|
155 |
+
"eval_runtime": 0.4519,
|
156 |
+
"eval_samples_per_second": 181.441,
|
157 |
+
"eval_steps_per_second": 6.638,
|
158 |
"step": 32
|
159 |
},
|
160 |
{
|
161 |
+
"epoch": 16.73,
|
162 |
+
"eval_f1": 0.923076923076923,
|
163 |
+
"eval_loss": 0.6001817584037781,
|
164 |
+
"eval_runtime": 0.4544,
|
165 |
+
"eval_samples_per_second": 180.453,
|
166 |
+
"eval_steps_per_second": 6.602,
|
167 |
"step": 34
|
168 |
},
|
169 |
{
|
170 |
+
"epoch": 17.73,
|
171 |
+
"eval_f1": 0.9312977099236641,
|
172 |
+
"eval_loss": 0.5987359285354614,
|
173 |
+
"eval_runtime": 0.4559,
|
174 |
+
"eval_samples_per_second": 179.858,
|
175 |
+
"eval_steps_per_second": 6.58,
|
176 |
"step": 36
|
177 |
},
|
178 |
{
|
179 |
+
"epoch": 18.73,
|
180 |
+
"eval_f1": 0.9312977099236641,
|
181 |
+
"eval_loss": 0.5978376269340515,
|
182 |
+
"eval_runtime": 0.4536,
|
183 |
+
"eval_samples_per_second": 180.765,
|
184 |
+
"eval_steps_per_second": 6.613,
|
185 |
"step": 38
|
186 |
},
|
187 |
{
|
188 |
+
"epoch": 19.73,
|
189 |
+
"eval_f1": 0.9312977099236641,
|
190 |
+
"eval_loss": 0.5974743962287903,
|
191 |
+
"eval_runtime": 0.4555,
|
192 |
+
"eval_samples_per_second": 180.031,
|
193 |
+
"eval_steps_per_second": 6.586,
|
194 |
"step": 40
|
195 |
},
|
196 |
{
|
197 |
+
"epoch": 19.73,
|
198 |
+
"step": 40,
|
199 |
+
"total_flos": 1.620732679243776e+17,
|
200 |
+
"train_loss": 0.8578881025314331,
|
201 |
+
"train_runtime": 102.9255,
|
202 |
+
"train_samples_per_second": 63.347,
|
203 |
+
"train_steps_per_second": 0.389
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
204 |
}
|
205 |
],
|
206 |
+
"max_steps": 40,
|
207 |
+
"num_train_epochs": 20,
|
208 |
+
"total_flos": 1.620732679243776e+17,
|
209 |
"trial_name": null,
|
210 |
"trial_params": null
|
211 |
}
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 3311
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:98064b8c1615330c92e0bd8f4b34a86ff482df6adfeb93cfdfa4d377fa744a73
|
3 |
size 3311
|