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RR-RE_ext

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log_seed_65.log CHANGED
@@ -1,4 +1,4 @@
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- [2026-04-16 03:54:55,967][__main__][INFO] - seed: 65
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  result_path: ${hydra:runtime.output_dir}
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  misc:
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  bfloat16: false
@@ -24,7 +24,7 @@ encoder:
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  lazy: ${misc.encoder_lazy_load}
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  trainer:
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  use_bfloat16: ${misc.bfloat16}
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- epochs: 20
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  batch_size: 3
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  eval_freq: -1
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  print_freq: 100
@@ -78,272 +78,140 @@ saver:
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  repo_id: ledas/RR-RE
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  model_save: ${trainer.model_save}
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- [2026-04-16 03:54:58,483][datasets.redocred][INFO] - use cached dataset.
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- [2026-04-16 03:55:10,884][trainer][INFO] - Use float32.
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- [2026-04-16 03:55:10,903][trainer][INFO] - Total update steps: 20340
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- [2026-04-16 03:55:10,903][trainer][INFO] - Total warmup steps: 1000
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- [2026-04-16 03:55:10,903][trainer][INFO] - epoch 1/20 ====================================================================================================
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- [2026-04-16 03:55:38,232][trainer][INFO] - step: 100, batch loss: 18.002304182909967
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- [2026-04-16 03:56:04,577][trainer][INFO] - step: 200, batch loss: 6.137121614172612
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- [2026-04-16 03:56:31,644][trainer][INFO] - step: 300, batch loss: 2.6409941960377705
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- [2026-04-16 03:56:57,893][trainer][INFO] - step: 400, batch loss: 1.4831097055144087
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- [2026-04-16 03:57:24,621][trainer][INFO] - step: 500, batch loss: 0.913214683325705
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- [2026-04-16 03:57:50,841][trainer][INFO] - step: 600, batch loss: 0.6341032029532897
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- [2026-04-16 03:58:16,589][trainer][INFO] - step: 700, batch loss: 0.4772879619355366
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- [2026-04-16 03:58:43,683][trainer][INFO] - step: 800, batch loss: 0.369554046964966
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- [2026-04-16 03:59:09,035][trainer][INFO] - step: 900, batch loss: 0.30304165168521496
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- [2026-04-16 03:59:34,785][trainer][INFO] - step: 1000, batch loss: 0.2580557585883667
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- [2026-04-16 04:00:10,863][trainer][INFO] - step: 1017, Dev result : {'dev_F1': 0.15480707027619503, 'dev_F1_ign': 0.15035573538607733, 'dev_precision': 0.07857013818594741, 'dev_recall': 5.213089802130898} .
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- [2026-04-16 04:00:12,226][trainer][INFO] - epoch: 1, loss=3125.8116177958022 .
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- [2026-04-16 04:00:12,227][trainer][INFO] - epoch 2/20 ====================================================================================================
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- [2026-04-16 04:00:34,941][trainer][INFO] - step: 1100, batch loss: 0.2205581256924597
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- [2026-04-16 04:01:00,883][trainer][INFO] - step: 1200, batch loss: 0.18647336541702286
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- [2026-04-16 04:01:26,625][trainer][INFO] - step: 1300, batch loss: 0.16049660300611296
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- [2026-04-16 04:01:51,622][trainer][INFO] - step: 1400, batch loss: 0.14103766810124926
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- [2026-04-16 04:02:17,845][trainer][INFO] - step: 1500, batch loss: 0.11890288963743689
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- [2026-04-16 04:02:43,888][trainer][INFO] - step: 1600, batch loss: 0.10116394229151553
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- [2026-04-16 04:03:11,039][trainer][INFO] - step: 1700, batch loss: 0.08981299479465045
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- [2026-04-16 04:03:38,125][trainer][INFO] - step: 1800, batch loss: 0.08029990898716352
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- [2026-04-16 04:04:04,951][trainer][INFO] - step: 1900, batch loss: 0.07150547126274118
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- [2026-04-16 04:04:31,560][trainer][INFO] - step: 2000, batch loss: 0.06311322477627904
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- [2026-04-16 04:05:11,827][trainer][INFO] - step: 2034, Dev result : {'dev_F1': 14.811289673097338, 'dev_F1_ign': 13.209386720449649, 'dev_precision': 9.170028557182357, 'dev_recall': 38.48934550989346} .
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- [2026-04-16 04:06:08,601][trainer][INFO] - epoch: 2, loss=121.44444257270138 .
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- [2026-04-16 04:06:08,603][trainer][INFO] - epoch 3/20 ====================================================================================================
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- [2026-04-16 04:06:25,334][trainer][INFO] - step: 2100, batch loss: 0.055635290141488186
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- [2026-04-16 04:06:52,014][trainer][INFO] - step: 2200, batch loss: 0.05117833255962104
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- [2026-04-16 04:10:22,765][trainer][INFO] - step: 3000, batch loss: 0.024105142684602197
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- [2026-04-16 04:11:07,903][trainer][INFO] - step: 3051, Dev result : {'dev_F1': 19.762215918146175, 'dev_F1_ign': 18.19853057242968, 'dev_precision': 11.869663437607688, 'dev_recall': 58.980213089802135} .
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- [2026-04-16 04:11:10,037][trainer][INFO] - epoch: 3, loss=36.680796298911204 .
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- [2026-04-16 04:11:10,038][trainer][INFO] - epoch 4/20 ====================================================================================================
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- [2026-04-16 04:11:22,798][trainer][INFO] - step: 3100, batch loss: 0.02224850679574691
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- [2026-04-16 04:11:49,264][trainer][INFO] - step: 3200, batch loss: 0.020160315227391482
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- [2026-04-16 04:15:19,521][trainer][INFO] - step: 4000, batch loss: 0.014112142344230375
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- [2026-04-16 04:16:09,256][trainer][INFO] - step: 4068, Dev result : {'dev_F1': 19.87337988750917, 'dev_F1_ign': 18.31135550604626, 'dev_precision': 11.592227470123943, 'dev_recall': 69.57762557077626} .
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- [2026-04-16 04:16:11,364][trainer][INFO] - epoch: 4, loss=17.309917830738115 .
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- [2026-04-16 04:16:11,365][trainer][INFO] - epoch 5/20 ====================================================================================================
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- [2026-04-16 04:16:19,678][trainer][INFO] - step: 4100, batch loss: 0.012911396399727569
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- [2026-04-16 04:20:17,432][trainer][INFO] - step: 5000, batch loss: 0.009362801681121198
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- [2026-04-16 04:21:10,743][trainer][INFO] - step: 5085, Dev result : {'dev_F1': 20.335708878272904, 'dev_F1_ign': 18.756305512363916, 'dev_precision': 11.784817403406857, 'dev_recall': 74.10578386605783} .
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- [2026-04-16 04:21:12,843][trainer][INFO] - epoch: 5, loss=11.162400008548081 .
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- [2026-04-16 04:21:12,844][trainer][INFO] - epoch 6/20 ====================================================================================================
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- [2026-04-16 04:25:39,390][trainer][INFO] - step: 6100, batch loss: 0.007556609131664659
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- [2026-04-16 04:26:11,457][trainer][INFO] - step: 6102, Dev result : {'dev_F1': 20.75954550107483, 'dev_F1_ign': 19.121693202060513, 'dev_precision': 11.992903607332938, 'dev_recall': 77.1689497716895} .
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- [2026-04-16 04:26:13,546][trainer][INFO] - epoch: 6, loss=8.27333009866576 .
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- [2026-04-16 04:26:13,548][trainer][INFO] - epoch 7/20 ====================================================================================================
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- [2026-04-16 04:26:39,569][trainer][INFO] - step: 6200, batch loss: 0.006631861245726518
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- [2026-04-16 04:30:36,814][trainer][INFO] - step: 7100, batch loss: 0.006868115893380741
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- [2026-04-16 04:31:13,111][trainer][INFO] - step: 7119, Dev result : {'dev_F1': 21.310339518053738, 'dev_F1_ign': 19.64236818243262, 'dev_precision': 12.316454569725016, 'dev_recall': 78.99543378995433} .
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- [2026-04-16 04:31:15,229][trainer][INFO] - epoch: 7, loss=6.685126466680309 .
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- [2026-04-16 04:31:15,231][trainer][INFO] - epoch 8/20 ====================================================================================================
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- [2026-04-16 04:31:36,170][trainer][INFO] - step: 7200, batch loss: 0.005594320382275111
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- [2026-04-16 04:36:15,192][trainer][INFO] - step: 8136, Dev result : {'dev_F1': 22.104841936774715, 'dev_F1_ign': 20.382036597317573, 'dev_precision': 12.854882248906266, 'dev_recall': 78.82420091324201} .
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- [2026-04-16 04:36:16,678][trainer][INFO] - epoch: 8, loss=5.522528987466334 .
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- [2026-04-16 04:36:16,679][trainer][INFO] - epoch 9/20 ====================================================================================================
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- [2026-04-16 04:41:16,033][trainer][INFO] - step: 9153, Dev result : {'dev_F1': 22.860784748392817, 'dev_F1_ign': 21.082719615037966, 'dev_precision': 13.37895692786715, 'dev_recall': 78.48173515981736} .
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- [2026-04-16 04:41:18,169][trainer][INFO] - epoch 10/20 ====================================================================================================
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- [2026-04-16 04:46:17,227][trainer][INFO] - step: 10170, Dev result : {'dev_F1': 23.55199083357204, 'dev_F1_ign': 21.73737427694231, 'dev_precision': 13.863222499494166, 'dev_recall': 78.21537290715372} .
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- [2026-04-16 04:46:19,355][trainer][INFO] - epoch 11/20 ====================================================================================================
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- [2026-04-16 04:51:17,322][trainer][INFO] - step: 11187, Dev result : {'dev_F1': 24.173541456466253, 'dev_F1_ign': 22.317929732424666, 'dev_precision': 14.320371281907038, 'dev_recall': 77.4923896499239} .
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- [2026-04-16 04:51:19,442][trainer][INFO] - epoch 12/20 ====================================================================================================
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- [2026-04-16 04:56:19,366][trainer][INFO] - step: 12204, Dev result : {'dev_F1': 25.116105102390673, 'dev_F1_ign': 23.183613757057227, 'dev_precision': 15.018451559995526, 'dev_recall': 76.65525114155251} .
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- [2026-04-16 04:56:21,449][trainer][INFO] - epoch: 12, loss=3.4107015969052883 .
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- [2026-04-16 04:56:21,451][trainer][INFO] - epoch 13/20 ====================================================================================================
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- [2026-04-16 04:57:39,917][trainer][INFO] - step: 12500, batch loss: 0.003334531726697349
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- [2026-04-16 04:58:05,358][trainer][INFO] - step: 12600, batch loss: 0.002788855898994163
248
- [2026-04-16 04:58:31,447][trainer][INFO] - step: 12700, batch loss: 0.003270223532269874
249
- [2026-04-16 04:58:57,485][trainer][INFO] - step: 12800, batch loss: 0.0030726951033639136
250
- [2026-04-16 04:59:24,288][trainer][INFO] - step: 12900, batch loss: 0.0030531589280668584
251
- [2026-04-16 04:59:51,479][trainer][INFO] - step: 13000, batch loss: 0.003115617602317598
252
- [2026-04-16 05:00:18,197][trainer][INFO] - step: 13100, batch loss: 0.0029503470505026215
253
- [2026-04-16 05:00:44,423][trainer][INFO] - step: 13200, batch loss: 0.003181933606499283
254
- [2026-04-16 05:01:22,644][trainer][INFO] - step: 13221, Dev result : {'dev_F1': 25.695184575138068, 'dev_F1_ign': 23.743932245117804, 'dev_precision': 15.474384408915858, 'dev_recall': 75.68493150684932} .
255
- [2026-04-16 05:01:24,569][trainer][INFO] - epoch: 13, loss=3.145874881572895 .
256
- [2026-04-16 05:01:24,570][trainer][INFO] - epoch 14/20 ====================================================================================================
257
- [2026-04-16 05:01:45,601][trainer][INFO] - step: 13300, batch loss: 0.002769369235732892
258
- [2026-04-16 05:02:12,551][trainer][INFO] - step: 13400, batch loss: 0.002736433150953207
259
- [2026-04-16 05:02:39,414][trainer][INFO] - step: 13500, batch loss: 0.0027560217030600793
260
- [2026-04-16 05:03:06,415][trainer][INFO] - step: 13600, batch loss: 0.002677062273062128
261
- [2026-04-16 05:03:33,261][trainer][INFO] - step: 13700, batch loss: 0.002911503702737706
262
- [2026-04-16 05:03:59,226][trainer][INFO] - step: 13800, batch loss: 0.002819198930768296
263
- [2026-04-16 05:04:25,152][trainer][INFO] - step: 13900, batch loss: 0.002690112951436206
264
- [2026-04-16 05:04:52,645][trainer][INFO] - step: 14000, batch loss: 0.002824905261455742
265
- [2026-04-16 05:05:18,954][trainer][INFO] - step: 14100, batch loss: 0.0029004500975449454
266
- [2026-04-16 05:05:46,355][trainer][INFO] - step: 14200, batch loss: 0.002709437841799611
267
- [2026-04-16 05:06:29,608][trainer][INFO] - step: 14238, Dev result : {'dev_F1': 26.599486000270527, 'dev_F1_ign': 24.609298343063717, 'dev_precision': 16.174535285408783, 'dev_recall': 74.82876712328768} .
268
- [2026-04-16 05:06:31,614][trainer][INFO] - epoch: 14, loss=2.8105753853843143 .
269
- [2026-04-16 05:06:31,615][trainer][INFO] - epoch 15/20 ====================================================================================================
270
- [2026-04-16 05:06:48,408][trainer][INFO] - step: 14300, batch loss: 0.002410944366917154
271
- [2026-04-16 05:07:15,080][trainer][INFO] - step: 14400, batch loss: 0.0024485185819723364
272
- [2026-04-16 05:07:42,713][trainer][INFO] - step: 14500, batch loss: 0.002614773830020311
273
- [2026-04-16 05:08:08,940][trainer][INFO] - step: 14600, batch loss: 0.0027755718452685627
274
- [2026-04-16 05:08:35,245][trainer][INFO] - step: 14700, batch loss: 0.002674927789447097
275
- [2026-04-16 05:09:02,672][trainer][INFO] - step: 14800, batch loss: 0.002436813611642787
276
- [2026-04-16 05:09:29,051][trainer][INFO] - step: 14900, batch loss: 0.002704148857797889
277
- [2026-04-16 05:09:56,440][trainer][INFO] - step: 15000, batch loss: 0.002604352557558033
278
- [2026-04-16 05:10:23,390][trainer][INFO] - step: 15100, batch loss: 0.0026565158936453425
279
- [2026-04-16 05:10:49,205][trainer][INFO] - step: 15200, batch loss: 0.002367915158224167
280
- [2026-04-16 05:11:37,152][trainer][INFO] - step: 15255, Dev result : {'dev_F1': 27.03940066592675, 'dev_F1_ign': 25.010975393928213, 'dev_precision': 16.53376314896505, 'dev_recall': 74.16286149162862} .
281
- [2026-04-16 05:11:39,112][trainer][INFO] - epoch: 15, loss=2.6359150971591214 .
282
- [2026-04-16 05:11:39,113][trainer][INFO] - epoch 16/20 ====================================================================================================
283
- [2026-04-16 05:11:50,994][trainer][INFO] - step: 15300, batch loss: 0.002495713930007432
284
- [2026-04-16 05:12:17,281][trainer][INFO] - step: 15400, batch loss: 0.0023849281171225653
285
- [2026-04-16 05:12:43,435][trainer][INFO] - step: 15500, batch loss: 0.002273413983620686
286
- [2026-04-16 05:13:09,665][trainer][INFO] - step: 15600, batch loss: 0.002431556563036936
287
- [2026-04-16 05:13:35,787][trainer][INFO] - step: 15700, batch loss: 0.002471461039408818
288
- [2026-04-16 05:14:02,567][trainer][INFO] - step: 15800, batch loss: 0.002358306028114966
289
- [2026-04-16 05:14:29,410][trainer][INFO] - step: 15900, batch loss: 0.0025993786261705675
290
- [2026-04-16 05:14:57,412][trainer][INFO] - step: 16000, batch loss: 0.002427210021212754
291
- [2026-04-16 05:15:23,871][trainer][INFO] - step: 16100, batch loss: 0.0024787736536731335
292
- [2026-04-16 05:15:50,719][trainer][INFO] - step: 16200, batch loss: 0.002708374170809819
293
- [2026-04-16 05:16:43,612][trainer][INFO] - step: 16272, Dev result : {'dev_F1': 27.605151439477726, 'dev_F1_ign': 25.551287414475276, 'dev_precision': 16.987925356750825, 'dev_recall': 73.61111111111111} .
294
- [2026-04-16 05:17:24,901][trainer][INFO] - epoch: 16, loss=2.464060155330065 .
295
- [2026-04-16 05:17:24,902][trainer][INFO] - epoch 17/20 ====================================================================================================
296
- [2026-04-16 05:17:32,398][trainer][INFO] - step: 16300, batch loss: 0.0022324507474880424
297
- [2026-04-16 05:17:58,715][trainer][INFO] - step: 16400, batch loss: 0.0022664854219228547
298
- [2026-04-16 05:18:25,560][trainer][INFO] - step: 16500, batch loss: 0.0020563531156317636
299
- [2026-04-16 05:18:52,136][trainer][INFO] - step: 16600, batch loss: 0.0023513736909097794
300
- [2026-04-16 05:19:18,674][trainer][INFO] - step: 16700, batch loss: 0.002546280309506605
301
- [2026-04-16 05:19:45,411][trainer][INFO] - step: 16800, batch loss: 0.002291984338374523
302
- [2026-04-16 05:20:12,194][trainer][INFO] - step: 16900, batch loss: 0.0022738387172186597
303
- [2026-04-16 05:20:39,419][trainer][INFO] - step: 17000, batch loss: 0.0022804469323512
304
- [2026-04-16 05:21:06,115][trainer][INFO] - step: 17100, batch loss: 0.002206626946021738
305
- [2026-04-16 05:21:32,518][trainer][INFO] - step: 17200, batch loss: 0.0023269851040875833
306
- [2026-04-16 05:22:30,420][trainer][INFO] - step: 17289, Dev result : {'dev_F1': 28.099355216881595, 'dev_F1_ign': 26.006034119603488, 'dev_precision': 17.400181488203266, 'dev_recall': 72.96423135464232} .
307
- [2026-04-16 05:22:31,787][trainer][INFO] - epoch: 17, loss=2.3221165907335872 .
308
- [2026-04-16 05:22:31,788][trainer][INFO] - epoch 18/20 ====================================================================================================
309
- [2026-04-16 05:22:34,905][trainer][INFO] - step: 17300, batch loss: 0.0022305599705593824
310
- [2026-04-16 05:23:01,117][trainer][INFO] - step: 17400, batch loss: 0.0021817903696277393
311
- [2026-04-16 05:23:28,667][trainer][INFO] - step: 17500, batch loss: 0.002408723136222553
312
- [2026-04-16 05:23:55,020][trainer][INFO] - step: 17600, batch loss: 0.0022220754334680366
313
- [2026-04-16 05:24:22,229][trainer][INFO] - step: 17700, batch loss: 0.00209129060816178
314
- [2026-04-16 05:24:48,358][trainer][INFO] - step: 17800, batch loss: 0.002216206339110975
315
- [2026-04-16 05:25:14,934][trainer][INFO] - step: 17900, batch loss: 0.00205241958161494
316
- [2026-04-16 05:25:43,145][trainer][INFO] - step: 18000, batch loss: 0.002333694073195354
317
- [2026-04-16 05:26:08,562][trainer][INFO] - step: 18100, batch loss: 0.00224165629799802
318
- [2026-04-16 05:26:35,975][trainer][INFO] - step: 18200, batch loss: 0.0020752305724302074
319
- [2026-04-16 05:27:02,253][trainer][INFO] - step: 18300, batch loss: 0.0021045854114396696
320
- [2026-04-16 05:27:36,660][trainer][INFO] - step: 18306, Dev result : {'dev_F1': 28.69153569399735, 'dev_F1_ign': 26.608684049606968, 'dev_precision': 17.91101234100903, 'dev_recall': 72.07001522070016} .
321
- [2026-04-16 05:27:38,603][trainer][INFO] - epoch: 18, loss=2.2270256574886846 .
322
- [2026-04-16 05:27:38,604][trainer][INFO] - epoch 19/20 ====================================================================================================
323
- [2026-04-16 05:28:04,451][trainer][INFO] - step: 18400, batch loss: 0.002054706046087342
324
- [2026-04-16 05:28:31,402][trainer][INFO] - step: 18500, batch loss: 0.002014331172644308
325
- [2026-04-16 05:28:57,693][trainer][INFO] - step: 18600, batch loss: 0.0019337786325531717
326
- [2026-04-16 05:29:24,448][trainer][INFO] - step: 18700, batch loss: 0.00223569579327181
327
- [2026-04-16 05:29:51,047][trainer][INFO] - step: 18800, batch loss: 0.0019770148012038706
328
- [2026-04-16 05:30:17,041][trainer][INFO] - step: 18900, batch loss: 0.0023278828131914242
329
- [2026-04-16 05:30:44,006][trainer][INFO] - step: 19000, batch loss: 0.0018943670580440627
330
- [2026-04-16 05:31:10,651][trainer][INFO] - step: 19100, batch loss: 0.002158623453444479
331
- [2026-04-16 05:31:37,954][trainer][INFO] - step: 19200, batch loss: 0.0020161548851803032
332
- [2026-04-16 05:32:04,939][trainer][INFO] - step: 19300, batch loss: 0.0020232547213811488
333
- [2026-04-16 05:32:44,536][trainer][INFO] - step: 19323, Dev result : {'dev_F1': 29.223388071927285, 'dev_F1_ign': 27.119730587465774, 'dev_precision': 18.379863598449536, 'dev_recall': 71.27092846270928} .
334
- [2026-04-16 05:32:46,470][trainer][INFO] - epoch: 19, loss=2.1098362388402587 .
335
- [2026-04-16 05:32:46,471][trainer][INFO] - epoch 20/20 ====================================================================================================
336
- [2026-04-16 05:33:07,563][trainer][INFO] - step: 19400, batch loss: 0.0018889658302123414
337
- [2026-04-16 05:33:34,911][trainer][INFO] - step: 19500, batch loss: 0.0019442716714785724
338
- [2026-04-16 05:34:02,041][trainer][INFO] - step: 19600, batch loss: 0.002046179219969078
339
- [2026-04-16 05:34:28,766][trainer][INFO] - step: 19700, batch loss: 0.0020188718667976586
340
- [2026-04-16 05:34:55,072][trainer][INFO] - step: 19800, batch loss: 0.0018128874711142847
341
- [2026-04-16 05:35:21,801][trainer][INFO] - step: 19900, batch loss: 0.002161128235091576
342
- [2026-04-16 05:35:48,966][trainer][INFO] - step: 20000, batch loss: 0.002218104799634378
343
- [2026-04-16 05:36:16,162][trainer][INFO] - step: 20100, batch loss: 0.0020496946245750934
344
- [2026-04-16 05:36:42,385][trainer][INFO] - step: 20200, batch loss: 0.0018843257471312161
345
- [2026-04-16 05:37:08,390][trainer][INFO] - step: 20300, batch loss: 0.0017992455374469319
346
- [2026-04-16 05:37:52,238][trainer][INFO] - step: 20340, Dev result : {'dev_F1': 29.711218808827656, 'dev_F1_ign': 27.574813194986227, 'dev_precision': 18.816904266653136, 'dev_recall': 70.56697108066972} .
347
- [2026-04-16 05:37:54,215][trainer][INFO] - epoch: 20, loss=2.0112153457755575 .
348
- [2026-04-16 05:37:55,223][trainer][INFO] - Best dev result: {'dev_F1': 29.711218808827656, 'dev_F1_ign': 27.574813194986227, 'dev_precision': 18.816904266653136, 'dev_recall': 70.56697108066972}
349
- [2026-04-16 05:38:12,538][trainer][INFO] - Test result: {'test_F1': 53.18629265043299, 'test_F1_ign': 52.728366732159046, 'test_precision': 75.05744725297681, 'test_recall': 41.1852361302155} .
 
1
+ [2026-04-16 06:02:56,066][__main__][INFO] - seed: 65
2
  result_path: ${hydra:runtime.output_dir}
3
  misc:
4
  bfloat16: false
 
24
  lazy: ${misc.encoder_lazy_load}
25
  trainer:
26
  use_bfloat16: ${misc.bfloat16}
27
+ epochs: 10
28
  batch_size: 3
29
  eval_freq: -1
30
  print_freq: 100
 
78
  repo_id: ledas/RR-RE
79
  model_save: ${trainer.model_save}
80
 
81
+ [2026-04-16 06:02:58,856][datasets.redocred][INFO] - use cached dataset.
82
+ [2026-04-16 06:03:11,859][trainer][INFO] - Use float32.
83
+ [2026-04-16 06:03:11,880][trainer][INFO] - Total update steps: 10170
84
+ [2026-04-16 06:03:11,880][trainer][INFO] - Total warmup steps: 1000
85
+ [2026-04-16 06:03:11,880][trainer][INFO] - epoch 1/10 ====================================================================================================
86
+ [2026-04-16 06:03:39,224][trainer][INFO] - step: 100, batch loss: 18.002304182909967
87
+ [2026-04-16 06:04:05,562][trainer][INFO] - step: 200, batch loss: 6.137121614172612
88
+ [2026-04-16 06:04:32,641][trainer][INFO] - step: 300, batch loss: 2.6409941960377705
89
+ [2026-04-16 06:04:58,882][trainer][INFO] - step: 400, batch loss: 1.4831097055144087
90
+ [2026-04-16 06:05:25,519][trainer][INFO] - step: 500, batch loss: 0.913214683325705
91
+ [2026-04-16 06:05:51,464][trainer][INFO] - step: 600, batch loss: 0.6341032029532897
92
+ [2026-04-16 06:06:17,020][trainer][INFO] - step: 700, batch loss: 0.4772879619355366
93
+ [2026-04-16 06:06:44,132][trainer][INFO] - step: 800, batch loss: 0.369554046964966
94
+ [2026-04-16 06:07:09,627][trainer][INFO] - step: 900, batch loss: 0.30304165168521496
95
+ [2026-04-16 06:07:35,226][trainer][INFO] - step: 1000, batch loss: 0.2580557585883667
96
+ [2026-04-16 06:08:11,258][trainer][INFO] - step: 1017, Dev result : {'dev_F1': 0.15480575832222196, 'dev_F1_ign': 0.1503544605746776, 'dev_precision': 0.07856946228665809, 'dev_recall': 5.213089802130898} .
97
+ [2026-04-16 06:08:12,627][trainer][INFO] - epoch: 1, loss=3125.8115749028625 .
98
+ [2026-04-16 06:08:12,628][trainer][INFO] - epoch 2/10 ====================================================================================================
99
+ [2026-04-16 06:08:35,269][trainer][INFO] - step: 1100, batch loss: 0.22062604788204612
100
+ [2026-04-16 06:09:01,161][trainer][INFO] - step: 1200, batch loss: 0.18675452186147684
101
+ [2026-04-16 06:09:26,725][trainer][INFO] - step: 1300, batch loss: 0.1605476053198461
102
+ [2026-04-16 06:09:51,728][trainer][INFO] - step: 1400, batch loss: 0.14130668220832684
103
+ [2026-04-16 06:10:17,809][trainer][INFO] - step: 1500, batch loss: 0.11999088409477711
104
+ [2026-04-16 06:10:43,851][trainer][INFO] - step: 1600, batch loss: 0.10252532154583857
105
+ [2026-04-16 06:11:10,979][trainer][INFO] - step: 1700, batch loss: 0.09037780050992764
106
+ [2026-04-16 06:11:38,065][trainer][INFO] - step: 1800, batch loss: 0.08190157375674081
107
+ [2026-04-16 06:12:04,827][trainer][INFO] - step: 1900, batch loss: 0.07330668090756698
108
+ [2026-04-16 06:12:30,811][trainer][INFO] - step: 2000, batch loss: 0.06510413003177877
109
+ [2026-04-16 06:13:10,915][trainer][INFO] - step: 2034, Dev result : {'dev_F1': 15.487690869429729, 'dev_F1_ign': 13.81454890340229, 'dev_precision': 9.737460815047022, 'dev_recall': 37.823439878234396} .
110
+ [2026-04-16 06:13:12,365][trainer][INFO] - epoch: 2, loss=122.40146050399014 .
111
+ [2026-04-16 06:13:12,366][trainer][INFO] - epoch 3/10 ====================================================================================================
112
+ [2026-04-16 06:13:28,967][trainer][INFO] - step: 2100, batch loss: 0.057050792594399206
113
+ [2026-04-16 06:13:55,577][trainer][INFO] - step: 2200, batch loss: 0.052554168373650685
114
+ [2026-04-16 06:14:21,350][trainer][INFO] - step: 2300, batch loss: 0.046203598672570144
115
+ [2026-04-16 06:14:48,524][trainer][INFO] - step: 2400, batch loss: 0.04375806849926378
116
+ [2026-04-16 06:15:14,579][trainer][INFO] - step: 2500, batch loss: 0.039607364186752154
117
+ [2026-04-16 06:15:40,663][trainer][INFO] - step: 2600, batch loss: 0.035669859075302866
118
+ [2026-04-16 06:16:06,439][trainer][INFO] - step: 2700, batch loss: 0.032847100464456186
119
+ [2026-04-16 06:16:33,167][trainer][INFO] - step: 2800, batch loss: 0.030249812406914833
120
+ [2026-04-16 06:16:58,882][trainer][INFO] - step: 2900, batch loss: 0.028872979558645952
121
+ [2026-04-16 06:17:25,177][trainer][INFO] - step: 3000, batch loss: 0.025467845309270713
122
+ [2026-04-16 06:18:10,385][trainer][INFO] - step: 3051, Dev result : {'dev_F1': 19.827529888286406, 'dev_F1_ign': 18.212877103471026, 'dev_precision': 11.96860951179115, 'dev_recall': 57.743531202435314} .
123
+ [2026-04-16 06:18:12,519][trainer][INFO] - epoch: 3, loss=38.42005841977984 .
124
+ [2026-04-16 06:18:12,520][trainer][INFO] - epoch 4/10 ====================================================================================================
125
+ [2026-04-16 06:18:25,356][trainer][INFO] - step: 3100, batch loss: 0.023787174469726086
126
+ [2026-04-16 06:18:51,722][trainer][INFO] - step: 3200, batch loss: 0.021310694056997908
127
+ [2026-04-16 06:19:16,913][trainer][INFO] - step: 3300, batch loss: 0.02018949710271285
128
+ [2026-04-16 06:19:43,563][trainer][INFO] - step: 3400, batch loss: 0.020468864088228865
129
+ [2026-04-16 06:20:10,217][trainer][INFO] - step: 3500, batch loss: 0.018197097570511973
130
+ [2026-04-16 06:20:35,855][trainer][INFO] - step: 3600, batch loss: 0.017636506642608997
131
+ [2026-04-16 06:21:01,843][trainer][INFO] - step: 3700, batch loss: 0.017480300577723956
132
+ [2026-04-16 06:21:29,282][trainer][INFO] - step: 3800, batch loss: 0.01622914044516904
133
+ [2026-04-16 06:21:55,127][trainer][INFO] - step: 3900, batch loss: 0.015145890757260421
134
+ [2026-04-16 06:22:21,557][trainer][INFO] - step: 4000, batch loss: 0.015000055630207652
135
+ [2026-04-16 06:23:10,912][trainer][INFO] - step: 4068, Dev result : {'dev_F1': 20.165001683690647, 'dev_F1_ign': 18.580896842502028, 'dev_precision': 11.826859776168531, 'dev_recall': 68.3599695585997} .
136
+ [2026-04-16 06:23:13,110][trainer][INFO] - epoch: 4, loss=18.230721959746347 .
137
+ [2026-04-16 06:23:13,110][trainer][INFO] - epoch 5/10 ====================================================================================================
138
+ [2026-04-16 06:23:21,433][trainer][INFO] - step: 4100, batch loss: 0.013592750997392638
139
+ [2026-04-16 06:23:47,769][trainer][INFO] - step: 4200, batch loss: 0.012764568524256146
140
+ [2026-04-16 06:24:14,466][trainer][INFO] - step: 4300, batch loss: 0.012854133965160781
141
+ [2026-04-16 06:24:40,909][trainer][INFO] - step: 4400, batch loss: 0.012341647775891312
142
+ [2026-04-16 06:25:07,197][trainer][INFO] - step: 4500, batch loss: 0.011947312752441404
143
+ [2026-04-16 06:25:32,712][trainer][INFO] - step: 4600, batch loss: 0.0116544407212976
144
+ [2026-04-16 06:25:58,606][trainer][INFO] - step: 4700, batch loss: 0.011316093758116532
145
+ [2026-04-16 06:26:25,863][trainer][INFO] - step: 4800, batch loss: 0.01093500433270338
146
+ [2026-04-16 06:26:52,088][trainer][INFO] - step: 4900, batch loss: 0.010859051315238089
147
+ [2026-04-16 06:27:18,616][trainer][INFO] - step: 5000, batch loss: 0.010114307908179625
148
+ [2026-04-16 06:28:12,026][trainer][INFO] - step: 5085, Dev result : {'dev_F1': 20.461766574878208, 'dev_F1_ign': 18.83921031745266, 'dev_precision': 11.884842519685039, 'dev_recall': 73.51598173515981} .
149
+ [2026-04-16 06:28:14,158][trainer][INFO] - epoch: 5, loss=11.806015601214586 .
150
+ [2026-04-16 06:28:14,159][trainer][INFO] - epoch 6/10 ====================================================================================================
151
+ [2026-04-16 06:28:18,165][trainer][INFO] - step: 5100, batch loss: 0.010698334687776513
152
+ [2026-04-16 06:28:44,292][trainer][INFO] - step: 5200, batch loss: 0.008901048872820151
153
+ [2026-04-16 06:29:10,495][trainer][INFO] - step: 5300, batch loss: 0.009305413350121486
154
+ [2026-04-16 06:29:35,770][trainer][INFO] - step: 5400, batch loss: 0.00936413964147937
155
+ [2026-04-16 06:30:02,514][trainer][INFO] - step: 5500, batch loss: 0.008611945908381501
156
+ [2026-04-16 06:30:29,251][trainer][INFO] - step: 5600, batch loss: 0.008981845595779407
157
+ [2026-04-16 06:30:55,905][trainer][INFO] - step: 5700, batch loss: 0.008384170248672143
158
+ [2026-04-16 06:31:22,423][trainer][INFO] - step: 5800, batch loss: 0.008405549884912895
159
+ [2026-04-16 06:31:50,910][trainer][INFO] - step: 5900, batch loss: 0.008627425522526298
160
+ [2026-04-16 06:32:17,820][trainer][INFO] - step: 6000, batch loss: 0.007909216833631374
161
+ [2026-04-16 06:32:43,983][trainer][INFO] - step: 6100, batch loss: 0.007933862375577576
162
+ [2026-04-16 06:33:18,514][trainer][INFO] - step: 6102, Dev result : {'dev_F1': 20.92225509963602, 'dev_F1_ign': 19.24535723290587, 'dev_precision': 12.130689581878359, 'dev_recall': 76.00837138508372} .
163
+ [2026-04-16 06:33:20,692][trainer][INFO] - epoch: 6, loss=8.796612002085311 .
164
+ [2026-04-16 06:33:20,693][trainer][INFO] - epoch 7/10 ====================================================================================================
165
+ [2026-04-16 06:33:46,718][trainer][INFO] - step: 6200, batch loss: 0.007167439115372865
166
+ [2026-04-16 06:34:13,562][trainer][INFO] - step: 6300, batch loss: 0.007108494554678425
167
+ [2026-04-16 06:34:40,740][trainer][INFO] - step: 6400, batch loss: 0.006618121459271018
168
+ [2026-04-16 06:35:06,652][trainer][INFO] - step: 6500, batch loss: 0.007492706166035244
169
+ [2026-04-16 06:35:33,152][trainer][INFO] - step: 6600, batch loss: 0.006936768888236772
170
+ [2026-04-16 06:35:58,530][trainer][INFO] - step: 6700, batch loss: 0.006605404908221206
171
+ [2026-04-16 06:36:24,353][trainer][INFO] - step: 6800, batch loss: 0.006409128604628484
172
+ [2026-04-16 06:36:50,789][trainer][INFO] - step: 6900, batch loss: 0.006945157783408488
173
+ [2026-04-16 06:37:15,611][trainer][INFO] - step: 7000, batch loss: 0.007006697536799172
174
+ [2026-04-16 06:37:42,445][trainer][INFO] - step: 7100, batch loss: 0.006896584124646918
175
+ [2026-04-16 06:38:18,534][trainer][INFO] - step: 7119, Dev result : {'dev_F1': 21.633976505607823, 'dev_F1_ign': 19.923379251059554, 'dev_precision': 12.573370404695705, 'dev_recall': 77.43531202435312} .
176
+ [2026-04-16 06:38:20,653][trainer][INFO] - epoch: 7, loss=7.014948482265626 .
177
+ [2026-04-16 06:38:20,654][trainer][INFO] - epoch 8/10 ====================================================================================================
178
+ [2026-04-16 06:38:41,606][trainer][INFO] - step: 7200, batch loss: 0.005794966780186005
179
+ [2026-04-16 06:39:08,328][trainer][INFO] - step: 7300, batch loss: 0.00581078298722132
180
+ [2026-04-16 06:39:35,207][trainer][INFO] - step: 7400, batch loss: 0.005391112706129086
181
+ [2026-04-16 06:40:01,745][trainer][INFO] - step: 7500, batch loss: 0.0056281194475013485
182
+ [2026-04-16 06:40:28,271][trainer][INFO] - step: 7600, batch loss: 0.005974353962085898
183
+ [2026-04-16 06:40:54,581][trainer][INFO] - step: 7700, batch loss: 0.006142234556056277
184
+ [2026-04-16 06:41:20,039][trainer][INFO] - step: 7800, batch loss: 0.00566273694202448
185
+ [2026-04-16 06:41:46,965][trainer][INFO] - step: 7900, batch loss: 0.005942762576561769
186
+ [2026-04-16 06:42:13,750][trainer][INFO] - step: 8000, batch loss: 0.005562976776319626
187
+ [2026-04-16 06:42:40,303][trainer][INFO] - step: 8100, batch loss: 0.006112119935101872
188
+ [2026-04-16 06:43:19,779][trainer][INFO] - step: 8136, Dev result : {'dev_F1': 22.465571594491454, 'dev_F1_ign': 20.69837115127859, 'dev_precision': 13.143079013783732, 'dev_recall': 77.28310502283105} .
189
+ [2026-04-16 06:43:21,939][trainer][INFO] - epoch: 8, loss=5.880967852618699 .
190
+ [2026-04-16 06:43:21,940][trainer][INFO] - epoch 9/10 ====================================================================================================
191
+ [2026-04-16 06:43:38,724][trainer][INFO] - step: 8200, batch loss: 0.005149447093192975
192
+ [2026-04-16 06:44:05,525][trainer][INFO] - step: 8300, batch loss: 0.0051645450484314286
193
+ [2026-04-16 06:44:30,858][trainer][INFO] - step: 8400, batch loss: 0.004855479364623651
194
+ [2026-04-16 06:44:56,987][trainer][INFO] - step: 8500, batch loss: 0.005231327006749552
195
+ [2026-04-16 06:45:23,291][trainer][INFO] - step: 8600, batch loss: 0.005229884129431531
196
+ [2026-04-16 06:45:49,734][trainer][INFO] - step: 8700, batch loss: 0.005139301273952759
197
+ [2026-04-16 06:46:17,269][trainer][INFO] - step: 8800, batch loss: 0.0048804899899489
198
+ [2026-04-16 06:46:43,786][trainer][INFO] - step: 8900, batch loss: 0.004864089049826253
199
+ [2026-04-16 06:47:09,825][trainer][INFO] - step: 9000, batch loss: 0.005136935057437176
200
+ [2026-04-16 06:47:35,943][trainer][INFO] - step: 9100, batch loss: 0.00505050527235197
201
+ [2026-04-16 06:48:21,150][trainer][INFO] - step: 9153, Dev result : {'dev_F1': 23.44141102508877, 'dev_F1_ign': 21.614382606795555, 'dev_precision': 13.83753693904199, 'dev_recall': 76.617199391172} .
202
+ [2026-04-16 06:48:23,281][trainer][INFO] - epoch: 9, loss=5.151973271509477 .
203
+ [2026-04-16 06:48:23,283][trainer][INFO] - epoch 10/10 ====================================================================================================
204
+ [2026-04-16 06:48:35,951][trainer][INFO] - step: 9200, batch loss: 0.005222269551615664
205
+ [2026-04-16 06:49:02,263][trainer][INFO] - step: 9300, batch loss: 0.004553169060676758
206
+ [2026-04-16 06:49:27,824][trainer][INFO] - step: 9400, batch loss: 0.004413847048035718
207
+ [2026-04-16 06:49:53,579][trainer][INFO] - step: 9500, batch loss: 0.0046538697679507565
208
+ [2026-04-16 06:50:18,444][trainer][INFO] - step: 9600, batch loss: 0.005068708204536362
209
+ [2026-04-16 06:50:43,971][trainer][INFO] - step: 9700, batch loss: 0.004362087096347788
210
+ [2026-04-16 06:51:10,343][trainer][INFO] - step: 9800, batch loss: 0.004369631255211935
211
+ [2026-04-16 06:51:38,827][trainer][INFO] - step: 9900, batch loss: 0.004797963074106421
212
+ [2026-04-16 06:52:04,648][trainer][INFO] - step: 10000, batch loss: 0.004959423639858912
213
+ [2026-04-16 06:52:32,635][trainer][INFO] - step: 10100, batch loss: 0.004501033971350332
214
+ [2026-04-16 06:53:22,293][trainer][INFO] - step: 10170, Dev result : {'dev_F1': 23.989396951623597, 'dev_F1_ign': 22.108002834533334, 'dev_precision': 14.250948393099993, 'dev_recall': 75.76103500761036} .
215
+ [2026-04-16 06:53:24,419][trainer][INFO] - epoch: 10, loss=4.730343328187442 .
216
+ [2026-04-16 06:53:25,185][trainer][INFO] - Best dev result: {'dev_F1': 23.989396951623597, 'dev_F1_ign': 22.108002834533334, 'dev_precision': 14.250948393099993, 'dev_recall': 75.76103500761036}
217
+ [2026-04-16 06:53:41,480][trainer][INFO] - Test result: {'test_F1': 56.51026581708181, 'test_F1_ign': 55.75811247045651, 'test_precision': 64.4356377513577, 'test_recall': 50.32095369096745} .