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SemEval-2022-Task-10
structured-sentiment-analysis
sentiment-analysis
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  1. .gitattributes +3 -0
  2. models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_roberta_6 +1 -1
  3. models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_roberta_6.train.log +534 -534
  4. models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_xlm_10 +3 -0
  5. models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_xlm_10.train.log +299 -17
  6. models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_xlm_6 +3 -0
  7. models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_xlm_6.train.log +528 -0
  8. models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_xlm_9 +3 -0
  9. models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_xlm_9.train.log +571 -0
.gitattributes CHANGED
@@ -2669,3 +2669,6 @@ models/mpqa/sdp_byLength_asc/40/model_vi_mpqa_xlm_9 filter=lfs diff=lfs merge=lf
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  models/mpqa/sdp_byLength_asc/60/model_vi_mpqa_xlm_10 filter=lfs diff=lfs merge=lfs -text
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  models/mpqa/sdp_byLength_asc/60/model_vi_mpqa_xlm_9 filter=lfs diff=lfs merge=lfs -text
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+ models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_xlm_10 filter=lfs diff=lfs merge=lfs -text
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+ models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_xlm_6 filter=lfs diff=lfs merge=lfs -text
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+ models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_xlm_9 filter=lfs diff=lfs merge=lfs -text
models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_roberta_6 CHANGED
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- 2023-12-31 17:13:20 INFO
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  ---------------------+-------------------------------
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  Param | Value
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  ---------------------+-------------------------------
@@ -14,7 +14,7 @@ warmup | 0.0
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  update_steps | 1
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  mode | train
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  path | /home/marvin/structured-sentiment-analysis-bis/models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_roberta_6
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- device | 1
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  seed | 1
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  threads | 16
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  local_rank | -1
@@ -35,13 +35,13 @@ bert | roberta-base
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  inference | mfvi
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  ---------------------+-------------------------------
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- 2023-12-31 17:13:20 INFO Building the fields
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- 2023-12-31 17:13:21 INFO CoNLL(
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  (words): SubwordField(pad=<pad>, unk=<unk>, bos=<s>)
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  (labels): ChartField()
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  )
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- 2023-12-31 17:13:21 INFO Building the model
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- 2023-12-31 17:13:23 INFO VISemanticDependencyModel(
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  (encoder): TransformerEmbedding(roberta-base, n_layers=4, n_out=768, stride=256, pooling=mean, pad_index=1, requires_grad=True)
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  (encoder_dropout): Dropout(p=0.33, inplace=False)
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  (edge_mlp_d): MLP(n_in=768, n_out=600, dropout=0.25)
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  (inference): SemanticDependencyMFVI(max_iter=3)
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  )
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- 2023-12-31 17:13:23 INFO Loading the data
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- 2023-12-31 17:13:30 INFO
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  train: Dataset(n_sentences=4697, n_batches=35, n_buckets=32)
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  dev: Dataset(n_sentences=1649, n_batches=32, n_buckets=32)
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  test: Dataset(n_sentences=2112, n_batches=32, n_buckets=32)
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- 2023-12-31 17:18:13 INFO test: loss: nan - UP: 43.74% UR: 31.59% UF: 36.68% P: 41.90% R: 30.26% F: 35.14%
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444
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485
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486
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491
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497
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503
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509
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510
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515
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516
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521
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527
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528
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529
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533
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539
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545
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546
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551
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552
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553
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557
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558
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559
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563
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564
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569
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570
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575
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576
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577
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581
- 2023-12-31 17:29:14 INFO dev: loss: nan - UP: 63.83% UR: 35.41% UF: 45.56% P: 61.73% R: 34.25% F: 44.05%
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587
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589
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- 2023-12-31 17:29:31 INFO Epoch 57 saved
592
- 2023-12-31 17:29:31 INFO dev: UP: 51.10% UR: 47.86% UF: 49.43% P: 49.12% R: 46.01% F: 47.51%
593
- 2023-12-31 17:29:31 INFO test: UP: 41.23% UR: 41.14% UF: 41.18% P: 39.60% R: 39.51% F: 39.56%
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- 2023-12-31 17:29:31 INFO 0:15:09.106545s elapsed, 0:00:10.449501s/epoch
 
1
+ 2024-03-24 00:33:47 INFO
2
  ---------------------+-------------------------------
3
  Param | Value
4
  ---------------------+-------------------------------
 
14
  update_steps | 1
15
  mode | train
16
  path | /home/marvin/structured-sentiment-analysis-bis/models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_roberta_6
17
+ device | 0
18
  seed | 1
19
  threads | 16
20
  local_rank | -1
 
35
  inference | mfvi
36
  ---------------------+-------------------------------
37
 
38
+ 2024-03-24 00:33:47 INFO Building the fields
39
+ 2024-03-24 00:33:48 INFO CoNLL(
40
  (words): SubwordField(pad=<pad>, unk=<unk>, bos=<s>)
41
  (labels): ChartField()
42
  )
43
+ 2024-03-24 00:33:48 INFO Building the model
44
+ 2024-03-24 00:33:50 INFO VISemanticDependencyModel(
45
  (encoder): TransformerEmbedding(roberta-base, n_layers=4, n_out=768, stride=256, pooling=mean, pad_index=1, requires_grad=True)
46
  (encoder_dropout): Dropout(p=0.33, inplace=False)
47
  (edge_mlp_d): MLP(n_in=768, n_out=600, dropout=0.25)
 
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  (inference): SemanticDependencyMFVI(max_iter=3)
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  )
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+ 2024-03-24 00:33:50 INFO Loading the data
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+ 2024-03-24 00:33:56 INFO
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  train: Dataset(n_sentences=4697, n_batches=35, n_buckets=32)
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  dev: Dataset(n_sentences=1649, n_batches=32, n_buckets=32)
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  test: Dataset(n_sentences=2112, n_batches=32, n_buckets=32)
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+ 2024-03-24 00:34:04 INFO lr: 4.9990e-05 - loss: 0.1087 - UP: 0.43% UR: 4.95% UF: 0.79% P: 0.04% R: 0.51% F: 0.08%
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+ 2024-03-24 00:34:24 INFO lr: 4.9970e-05 - loss: 0.0572 - UP: 7.91% UR: 0.17% UF: 0.33% P: 7.91% R: 0.17% F: 0.33%
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+ 2024-03-24 00:34:34 INFO lr: 4.9960e-05 - loss: 0.0355 - UP: 42.53% UR: 1.58% UF: 3.04% P: 39.94% R: 1.48% F: 2.85%
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+ 2024-03-24 00:34:46 INFO lr: 4.9950e-05 - loss: 0.0357 - UP: 42.67% UR: 4.38% UF: 7.95% P: 41.03% R: 4.21% F: 7.64%
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+ 2024-03-24 00:34:49 INFO test: loss: nan - UP: 33.93% UR: 7.27% UF: 11.97% P: 32.94% R: 7.06% F: 11.62%
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+ 2024-03-24 00:34:59 INFO lr: 4.9940e-05 - loss: 0.0275 - UP: 54.62% UR: 11.66% UF: 19.22% P: 53.27% R: 11.37% F: 18.74%
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+ 2024-03-24 00:35:02 INFO test: loss: nan - UP: 29.78% UR: 14.11% UF: 19.15% P: 28.22% R: 13.37% F: 18.15%
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+ 2024-03-24 00:35:12 INFO lr: 4.9930e-05 - loss: 0.0085 - UP: 58.22% UR: 18.58% UF: 28.17% P: 57.58% R: 18.38% F: 27.86%
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+ 2024-03-24 00:35:15 INFO test: loss: nan - UP: 46.98% UR: 11.18% UF: 18.06% P: 45.03% R: 10.71% F: 17.31%
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+ 2024-03-24 00:35:18 INFO 0:00:10.175739s elapsed (saved)
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+ 2024-03-24 00:35:26 INFO lr: 4.9920e-05 - loss: 0.0292 - UP: 62.85% UR: 20.81% UF: 31.27% P: 62.52% R: 20.70% F: 31.10%
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+ 2024-03-24 00:35:26 INFO dev: loss: nan - UP: 42.47% UR: 26.71% UF: 32.80% P: 40.74% R: 25.62% F: 31.46%
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+ 2024-03-24 00:35:28 INFO test: loss: nan - UP: 37.30% UR: 22.71% UF: 28.23% P: 35.39% R: 21.55% F: 26.79%
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+ 2024-03-24 00:35:31 INFO 0:00:10.251474s elapsed (saved)
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+ 2024-03-24 00:35:39 INFO lr: 4.9910e-05 - loss: 0.0063 - UP: 68.10% UR: 26.38% UF: 38.03% P: 67.63% R: 26.20% F: 37.77%
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+ 2024-03-24 00:35:40 INFO dev: loss: nan - UP: 48.48% UR: 24.98% UF: 32.97% P: 46.99% R: 24.21% F: 31.96%
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+ 2024-03-24 00:35:41 INFO test: loss: nan - UP: 36.82% UR: 22.82% UF: 28.18% P: 35.59% R: 22.06% F: 27.24%
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+ 2024-03-24 00:35:44 INFO 0:00:10.247153s elapsed (saved)
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+ 2024-03-24 00:35:52 INFO lr: 4.9900e-05 - loss: nan - UP: 67.09% UR: 29.37% UF: 40.85% P: 66.81% R: 29.25% F: 40.68%
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+ 2024-03-24 00:35:53 INFO dev: loss: nan - UP: 40.34% UR: 29.01% UF: 33.75% P: 38.99% R: 28.04% F: 32.62%
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+ 2024-03-24 00:35:54 INFO test: loss: nan - UP: 28.07% UR: 26.26% UF: 27.14% P: 27.10% R: 25.35% F: 26.20%
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+ 2024-03-24 00:35:57 INFO 0:00:10.336611s elapsed (saved)
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+ 2024-03-24 00:36:05 INFO lr: 4.9890e-05 - loss: 0.0086 - UP: 67.75% UR: 30.71% UF: 42.27% P: 67.59% R: 30.64% F: 42.17%
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+ 2024-03-24 00:36:06 INFO dev: loss: nan - UP: 45.30% UR: 31.06% UF: 36.85% P: 43.30% R: 29.69% F: 35.23%
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+ 2024-03-24 00:36:08 INFO test: loss: nan - UP: 38.30% UR: 25.42% UF: 30.56% P: 36.13% R: 23.98% F: 28.83%
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+ 2024-03-24 00:36:10 INFO 0:00:10.379712s elapsed (saved)
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+ 2024-03-24 00:36:18 INFO lr: 4.9880e-05 - loss: 0.0150 - UP: 63.78% UR: 30.97% UF: 41.69% P: 63.39% R: 30.77% F: 41.43%
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+ 2024-03-24 00:36:19 INFO dev: loss: nan - UP: 61.14% UR: 16.80% UF: 26.36% P: 58.94% R: 16.20% F: 25.41%
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+ 2024-03-24 00:36:21 INFO test: loss: nan - UP: 56.32% UR: 16.75% UF: 25.83% P: 53.84% R: 16.02% F: 24.69%
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+ 2024-03-24 00:36:21 INFO 0:00:10.363143s elapsed
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+ 2024-03-24 00:36:29 INFO lr: 4.9870e-05 - loss: 0.0161 - UP: 72.05% UR: 36.49% UF: 48.45% P: 70.41% R: 35.66% F: 47.34%
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+ 2024-03-24 00:36:30 INFO dev: loss: nan - UP: 56.76% UR: 18.94% UF: 28.40% P: 54.23% R: 18.09% F: 27.13%
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+ 2024-03-24 00:36:31 INFO test: loss: nan - UP: 47.42% UR: 16.92% UF: 24.95% P: 44.46% R: 15.87% F: 23.39%
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+ 2024-03-24 00:36:31 INFO 0:00:10.557634s elapsed
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+ 2024-03-24 00:36:40 INFO lr: 4.9860e-05 - loss: 0.0006 - UP: 76.25% UR: 43.36% UF: 55.29% P: 76.04% R: 43.24% F: 55.13%
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+ 2024-03-24 00:36:41 INFO dev: loss: nan - UP: 50.92% UR: 29.13% UF: 37.06% P: 49.72% R: 28.44% F: 36.19%
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+ 2024-03-24 00:36:42 INFO test: loss: nan - UP: 41.09% UR: 25.12% UF: 31.18% P: 39.77% R: 24.32% F: 30.18%
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+ 2024-03-24 00:36:45 INFO 0:00:11.131726s elapsed (saved)
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+ 2024-03-24 00:36:53 INFO lr: 4.9850e-05 - loss: 0.0114 - UP: 76.57% UR: 48.49% UF: 59.38% P: 76.43% R: 48.41% F: 59.27%
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+ 2024-03-24 00:36:54 INFO dev: loss: nan - UP: 50.03% UR: 30.46% UF: 37.87% P: 48.11% R: 29.29% F: 36.41%
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+ 2024-03-24 00:36:56 INFO test: loss: nan - UP: 42.34% UR: 26.35% UF: 32.48% P: 40.27% R: 25.06% F: 30.89%
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+ 2024-03-24 00:36:59 INFO 0:00:10.477069s elapsed (saved)
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+ 2024-03-24 00:37:06 INFO lr: 4.9840e-05 - loss: nan - UP: 78.90% UR: 51.85% UF: 62.58% P: 78.85% R: 51.81% F: 62.53%
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+ 2024-03-24 00:37:07 INFO dev: loss: nan - UP: 50.46% UR: 30.94% UF: 38.36% P: 49.15% R: 30.14% F: 37.36%
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+ 2024-03-24 00:37:09 INFO test: loss: nan - UP: 42.20% UR: 27.78% UF: 33.51% P: 40.76% R: 26.83% F: 32.36%
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+ 2024-03-24 00:37:12 INFO 0:00:10.295404s elapsed (saved)
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+ 2024-03-24 00:37:20 INFO lr: 4.9830e-05 - loss: 0.0081 - UP: 79.34% UR: 57.76% UF: 66.85% P: 79.20% R: 57.66% F: 66.74%
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+ 2024-03-24 00:37:21 INFO dev: loss: nan - UP: 50.49% UR: 31.02% UF: 38.43% P: 48.59% R: 29.85% F: 36.99%
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+ 2024-03-24 00:37:22 INFO test: loss: nan - UP: 44.87% UR: 27.04% UF: 33.75% P: 42.62% R: 25.69% F: 32.06%
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+ 2024-03-24 00:37:22 INFO 0:00:10.257916s elapsed
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+ 2024-03-24 00:37:30 INFO lr: 4.9820e-05 - loss: 0.0079 - UP: 82.25% UR: 58.72% UF: 68.52% P: 82.20% R: 58.68% F: 68.48%
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+ 2024-03-24 00:37:31 INFO dev: loss: nan - UP: 51.46% UR: 33.36% UF: 40.48% P: 49.72% R: 32.23% F: 39.11%
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+ 2024-03-24 00:37:32 INFO test: loss: nan - UP: 40.86% UR: 30.57% UF: 34.98% P: 39.48% R: 29.54% F: 33.79%
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+ 2024-03-24 00:37:35 INFO 0:00:10.359701s elapsed (saved)
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+ 2024-03-24 00:37:43 INFO lr: 4.9810e-05 - loss: 0.0023 - UP: 82.19% UR: 60.42% UF: 69.64% P: 82.12% R: 60.37% F: 69.58%
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+ 2024-03-24 00:37:44 INFO dev: loss: nan - UP: 56.11% UR: 32.19% UF: 40.91% P: 54.07% R: 31.02% F: 39.43%
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+ 2024-03-24 00:37:46 INFO test: loss: nan - UP: 47.10% UR: 27.30% UF: 34.56% P: 45.32% R: 26.26% F: 33.25%
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+ 2024-03-24 00:37:49 INFO 0:00:10.370779s elapsed (saved)
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+ 2024-03-24 00:37:56 INFO lr: 4.9800e-05 - loss: 0.0077 - UP: 82.82% UR: 61.27% UF: 70.43% P: 82.71% R: 61.19% F: 70.34%
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+ 2024-03-24 00:37:57 INFO dev: loss: nan - UP: 61.14% UR: 27.64% UF: 38.07% P: 59.71% R: 26.99% F: 37.18%
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+ 2024-03-24 00:37:59 INFO test: loss: nan - UP: 49.63% UR: 22.48% UF: 30.94% P: 47.76% R: 21.64% F: 29.78%
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+ 2024-03-24 00:37:59 INFO 0:00:10.342772s elapsed
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+ 2024-03-24 00:38:07 INFO lr: 4.9790e-05 - loss: 0.0081 - UP: 84.16% UR: 62.62% UF: 71.81% P: 84.13% R: 62.59% F: 71.78%
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+ 2024-03-24 00:38:08 INFO dev: loss: nan - UP: 61.06% UR: 29.13% UF: 39.44% P: 59.29% R: 28.28% F: 38.30%
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+ 2024-03-24 00:38:09 INFO test: loss: nan - UP: 49.89% UR: 23.81% UF: 32.24% P: 47.28% R: 22.56% F: 30.55%
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+ 2024-03-24 00:38:09 INFO 0:00:10.442750s elapsed
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+ 2024-03-24 00:38:18 INFO lr: 4.9780e-05 - loss: 0.0075 - UP: 82.81% UR: 64.11% UF: 72.27% P: 82.67% R: 64.00% F: 72.15%
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+ 2024-03-24 00:38:19 INFO dev: loss: nan - UP: 56.23% UR: 28.16% UF: 37.53% P: 53.58% R: 26.83% F: 35.76%
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+ 2024-03-24 00:38:20 INFO test: loss: nan - UP: 48.97% UR: 23.68% UF: 31.93% P: 46.18% R: 22.33% F: 30.11%
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+ 2024-03-24 00:38:20 INFO 0:00:10.849821s elapsed
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+ 2024-03-24 00:38:29 INFO lr: 4.9770e-05 - loss: nan - UP: 83.14% UR: 64.14% UF: 72.41% P: 82.92% R: 63.97% F: 72.22%
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+ 2024-03-24 00:38:30 INFO dev: loss: nan - UP: 58.09% UR: 29.94% UF: 39.51% P: 56.76% R: 29.25% F: 38.61%
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+ 2024-03-24 00:38:31 INFO test: loss: nan - UP: 48.20% UR: 25.67% UF: 33.50% P: 46.29% R: 24.66% F: 32.18%
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+ 2024-03-24 00:38:31 INFO 0:00:11.024408s elapsed
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+ 2024-03-24 00:38:40 INFO lr: 4.9760e-05 - loss: nan - UP: 86.82% UR: 69.23% UF: 77.03% P: 86.81% R: 69.21% F: 77.02%
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+ 2024-03-24 00:38:41 INFO dev: loss: nan - UP: 54.43% UR: 37.15% UF: 44.16% P: 52.83% R: 36.06% F: 42.86%
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+ 2024-03-24 00:38:42 INFO test: loss: nan - UP: 43.74% UR: 31.59% UF: 36.68% P: 41.90% R: 30.26% F: 35.14%
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+ 2024-03-24 00:38:45 INFO 0:00:10.845181s elapsed (saved)
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+ 2024-03-24 00:38:53 INFO lr: 4.9750e-05 - loss: 0.0150 - UP: 73.65% UR: 58.33% UF: 65.10% P: 73.33% R: 58.08% F: 64.82%
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+ 2024-03-24 00:38:54 INFO dev: loss: nan - UP: 43.27% UR: 41.30% UF: 42.26% P: 40.61% R: 38.76% F: 39.66%
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+ 2024-03-24 00:38:55 INFO test: loss: nan - UP: 34.77% UR: 34.29% UF: 34.53% P: 32.90% R: 32.45% F: 32.68%
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+ 2024-03-24 00:38:55 INFO 0:00:10.366974s elapsed
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+ 2024-03-24 00:39:03 INFO lr: 4.9740e-05 - loss: 0.0040 - UP: 82.26% UR: 59.65% UF: 69.15% P: 82.16% R: 59.57% F: 69.07%
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+ 2024-03-24 00:39:04 INFO dev: loss: nan - UP: 56.28% UR: 21.68% UF: 31.30% P: 53.56% R: 20.63% F: 29.78%
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+ 2024-03-24 00:39:06 INFO test: loss: nan - UP: 50.69% UR: 20.11% UF: 28.80% P: 47.66% R: 18.91% F: 27.08%
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+ 2024-03-24 00:39:14 INFO lr: 4.9730e-05 - loss: 0.0015 - UP: 86.60% UR: 67.02% UF: 75.56% P: 86.49% R: 66.94% F: 75.47%
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+ 2024-03-24 00:39:15 INFO dev: loss: nan - UP: 53.98% UR: 40.69% UF: 46.40% P: 51.79% R: 39.04% F: 44.52%
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+ 2024-03-24 00:39:16 INFO test: loss: nan - UP: 42.15% UR: 33.49% UF: 37.32% P: 40.19% R: 31.92% F: 35.58%
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+ 2024-03-24 00:39:27 INFO lr: 4.9720e-05 - loss: 0.0019 - UP: 88.19% UR: 73.23% UF: 80.02% P: 88.10% R: 73.16% F: 79.94%
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+ 2024-03-24 00:39:28 INFO dev: loss: nan - UP: 59.40% UR: 36.14% UF: 44.94% P: 57.22% R: 34.81% F: 43.29%
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+ 2024-03-24 00:39:30 INFO test: loss: nan - UP: 48.52% UR: 28.82% UF: 36.16% P: 46.46% R: 27.59% F: 34.62%
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+ 2024-03-24 00:39:38 INFO lr: 4.9710e-05 - loss: 0.0043 - UP: 87.62% UR: 75.93% UF: 81.36% P: 87.60% R: 75.91% F: 81.33%
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+ 2024-03-24 00:39:39 INFO dev: loss: nan - UP: 52.15% UR: 36.10% UF: 42.67% P: 49.24% R: 34.09% F: 40.29%
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+ 2024-03-24 00:39:40 INFO test: loss: nan - UP: 43.13% UR: 30.51% UF: 35.74% P: 40.65% R: 28.76% F: 33.68%
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+ 2024-03-24 00:39:48 INFO lr: 4.9700e-05 - loss: 0.0008 - UP: 89.74% UR: 75.66% UF: 82.10% P: 89.69% R: 75.63% F: 82.06%
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+ 2024-03-24 00:39:49 INFO dev: loss: nan - UP: 59.71% UR: 36.91% UF: 45.62% P: 57.11% R: 35.29% F: 43.63%
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+ 2024-03-24 00:39:51 INFO test: loss: nan - UP: 48.70% UR: 30.42% UF: 37.45% P: 46.80% R: 29.24% F: 35.99%
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+ 2024-03-24 00:39:59 INFO lr: 4.9690e-05 - loss: 0.0051 - UP: 90.45% UR: 77.83% UF: 83.67% P: 90.45% R: 77.83% F: 83.67%
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+ 2024-03-24 00:40:00 INFO dev: loss: nan - UP: 56.34% UR: 42.06% UF: 48.17% P: 54.18% R: 40.45% F: 46.32%
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+ 2024-03-24 00:40:02 INFO test: loss: nan - UP: 43.67% UR: 34.52% UF: 38.56% P: 41.72% R: 32.98% F: 36.84%
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+ 2024-03-24 00:40:05 INFO 0:00:11.063626s elapsed (saved)
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+ 2024-03-24 00:40:35 INFO dev: loss: nan - UP: 63.51% UR: 31.63% UF: 42.23% P: 61.33% R: 30.54% F: 40.77%
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+ 2024-03-24 00:40:44 INFO lr: 4.9650e-05 - loss: 0.0006 - UP: 91.38% UR: 81.73% UF: 86.28% P: 91.36% R: 81.72% F: 86.27%
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+ 2024-03-24 00:41:05 INFO lr: 4.9630e-05 - loss: 0.0005 - UP: 92.39% UR: 85.22% UF: 88.66% P: 92.38% R: 85.21% F: 88.65%
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+ 2024-03-24 00:41:06 INFO dev: loss: nan - UP: 61.04% UR: 36.74% UF: 45.88% P: 59.24% R: 35.66% F: 44.52%
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+ 2024-03-24 00:41:17 INFO dev: loss: nan - UP: 61.25% UR: 35.09% UF: 44.62% P: 58.51% R: 33.52% F: 42.62%
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+ 2024-03-24 00:41:19 INFO test: loss: nan - UP: 51.43% UR: 29.69% UF: 37.64% P: 49.23% R: 28.42% F: 36.03%
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+ 2024-03-24 00:41:30 INFO 0:00:10.830575s elapsed
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+ 2024-03-24 00:41:38 INFO lr: 4.9600e-05 - loss: 0.0009 - UP: 94.01% UR: 87.13% UF: 90.44% P: 93.96% R: 87.09% F: 90.39%
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+ 2024-03-24 00:41:49 INFO lr: 4.9590e-05 - loss: 0.0016 - UP: 91.69% UR: 86.82% UF: 89.19% P: 91.66% R: 86.80% F: 89.16%
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+ 2024-03-24 00:41:50 INFO dev: loss: nan - UP: 58.45% UR: 39.44% UF: 47.10% P: 55.82% R: 37.67% F: 44.98%
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+ 2024-03-24 00:41:51 INFO test: loss: nan - UP: 48.75% UR: 32.43% UF: 38.95% P: 46.62% R: 31.02% F: 37.25%
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+ 2024-03-24 00:41:59 INFO lr: 4.9580e-05 - loss: 0.0035 - UP: 92.85% UR: 86.69% UF: 89.66% P: 92.82% R: 86.67% F: 89.64%
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+ 2024-03-24 00:42:00 INFO dev: loss: nan - UP: 56.80% UR: 34.81% UF: 43.17% P: 54.11% R: 33.16% F: 41.12%
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+ 2024-03-24 00:42:02 INFO test: loss: nan - UP: 45.84% UR: 27.47% UF: 34.35% P: 43.55% R: 26.09% F: 32.63%
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+ 2024-03-24 00:42:02 INFO 0:00:10.643380s elapsed
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+ 2024-03-24 00:42:11 INFO dev: loss: nan - UP: 58.13% UR: 39.77% UF: 47.22% P: 56.07% R: 38.36% F: 45.55%
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+ 2024-03-24 00:42:12 INFO test: loss: nan - UP: 44.37% UR: 34.54% UF: 38.85% P: 42.77% R: 33.30% F: 37.44%
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+ 2024-03-24 00:42:12 INFO 0:00:10.610296s elapsed
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+ 2024-03-24 00:42:20 INFO lr: 4.9560e-05 - loss: 0.0010 - UP: 94.13% UR: 90.06% UF: 92.05% P: 94.13% R: 90.06% F: 92.05%
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+ 2024-03-24 00:42:21 INFO dev: loss: nan - UP: 67.16% UR: 33.20% UF: 44.43% P: 64.47% R: 31.87% F: 42.65%
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+ 2024-03-24 00:42:23 INFO test: loss: nan - UP: 51.85% UR: 28.06% UF: 36.41% P: 49.94% R: 27.02% F: 35.07%
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+ 2024-03-24 00:42:23 INFO 0:00:10.544353s elapsed
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+ 2024-03-24 00:42:32 INFO dev: loss: nan - UP: 63.24% UR: 34.17% UF: 44.36% P: 60.55% R: 32.72% F: 42.48%
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+ 2024-03-24 00:42:33 INFO test: loss: nan - UP: 50.49% UR: 27.11% UF: 35.28% P: 48.52% R: 26.05% F: 33.90%
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+ 2024-03-24 00:42:33 INFO 0:00:10.498751s elapsed
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+ 2024-03-24 00:42:41 INFO lr: 4.9540e-05 - loss: nan - UP: 94.40% UR: 90.89% UF: 92.61% P: 94.40% R: 90.89% F: 92.61%
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+ 2024-03-24 00:42:42 INFO dev: loss: nan - UP: 59.89% UR: 39.28% UF: 47.45% P: 57.68% R: 37.83% F: 45.69%
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+ 2024-03-24 00:42:44 INFO test: loss: nan - UP: 48.88% UR: 32.81% UF: 39.27% P: 46.99% R: 31.54% F: 37.75%
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+ 2024-03-24 00:42:44 INFO 0:00:10.499636s elapsed
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+ 2024-03-24 00:42:52 INFO lr: 4.9530e-05 - loss: 0.0018 - UP: 94.91% UR: 89.76% UF: 92.26% P: 94.91% R: 89.76% F: 92.26%
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+ 2024-03-24 00:42:53 INFO dev: loss: nan - UP: 59.93% UR: 32.47% UF: 42.12% P: 56.88% R: 30.82% F: 39.98%
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+ 2024-03-24 00:42:54 INFO test: loss: nan - UP: 51.80% UR: 26.77% UF: 35.30% P: 49.26% R: 25.46% F: 33.57%
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+ 2024-03-24 00:42:54 INFO 0:00:10.476927s elapsed
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+ 2024-03-24 00:43:02 INFO lr: 4.9520e-05 - loss: 0.0007 - UP: 94.18% UR: 89.84% UF: 91.96% P: 94.18% R: 89.84% F: 91.96%
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+ 2024-03-24 00:43:03 INFO dev: loss: nan - UP: 58.96% UR: 42.30% UF: 49.26% P: 56.54% R: 40.57% F: 47.24%
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+ 2024-03-24 00:43:05 INFO test: loss: nan - UP: 48.61% UR: 34.06% UF: 40.05% P: 47.01% R: 32.94% F: 38.74%
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+ 2024-03-24 00:43:08 INFO 0:00:10.465373s elapsed (saved)
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+ 2024-03-24 00:43:16 INFO lr: 4.9510e-05 - loss: 0.0009 - UP: 95.23% UR: 90.67% UF: 92.90% P: 95.23% R: 90.67% F: 92.90%
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+ 2024-03-24 00:43:17 INFO dev: loss: nan - UP: 62.41% UR: 37.19% UF: 46.60% P: 60.11% R: 35.82% F: 44.89%
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+ 2024-03-24 00:43:18 INFO test: loss: nan - UP: 54.45% UR: 31.31% UF: 39.76% P: 52.28% R: 30.07% F: 38.18%
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+ 2024-03-24 00:43:18 INFO 0:00:10.200499s elapsed
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+ 2024-03-24 00:43:18 INFO Epoch 50 / 5000:
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+ 2024-03-24 00:43:26 INFO lr: 4.9500e-05 - loss: 0.0000 - UP: 95.99% UR: 92.27% UF: 94.10% P: 95.99% R: 92.27% F: 94.10%
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+ 2024-03-24 00:43:27 INFO dev: loss: nan - UP: 60.00% UR: 39.77% UF: 47.83% P: 57.75% R: 38.28% F: 46.04%
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+ 2024-03-24 00:43:28 INFO test: loss: nan - UP: 49.92% UR: 32.37% UF: 39.27% P: 47.96% R: 31.10% F: 37.73%
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+ 2024-03-24 00:43:28 INFO 0:00:10.256980s elapsed
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+ 2024-03-24 00:43:36 INFO lr: 4.9490e-05 - loss: 0.0000 - UP: 95.92% UR: 91.71% UF: 93.77% P: 95.90% R: 91.68% F: 93.74%
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+ 2024-03-24 00:43:37 INFO dev: loss: nan - UP: 60.08% UR: 41.42% UF: 49.03% P: 57.69% R: 39.77% F: 47.08%
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+ 2024-03-24 00:43:39 INFO test: loss: nan - UP: 48.88% UR: 34.00% UF: 40.10% P: 47.02% R: 32.71% F: 38.58%
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+ 2024-03-24 00:43:39 INFO 0:00:10.356179s elapsed
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+ 2024-03-24 00:43:47 INFO lr: 4.9480e-05 - loss: 0.0007 - UP: 95.49% UR: 93.34% UF: 94.41% P: 95.49% R: 93.34% F: 94.41%
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+ 2024-03-24 00:43:48 INFO dev: loss: nan - UP: 59.49% UR: 40.41% UF: 48.13% P: 57.24% R: 38.88% F: 46.31%
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+ 2024-03-24 00:43:49 INFO test: loss: nan - UP: 50.00% UR: 33.51% UF: 40.13% P: 47.76% R: 32.01% F: 38.33%
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+ 2024-03-24 00:43:49 INFO 0:00:10.694458s elapsed
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+ 2024-03-24 00:43:58 INFO lr: 4.9470e-05 - loss: 0.0019 - UP: 95.97% UR: 92.08% UF: 93.99% P: 95.97% R: 92.08% F: 93.99%
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+ 2024-03-24 00:43:59 INFO dev: loss: nan - UP: 59.29% UR: 41.26% UF: 48.66% P: 56.92% R: 39.61% F: 46.71%
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+ 2024-03-24 00:44:00 INFO test: loss: nan - UP: 47.56% UR: 35.07% UF: 40.37% P: 45.85% R: 33.81% F: 38.92%
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+ 2024-03-24 00:44:00 INFO 0:00:10.945107s elapsed
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+ 2024-03-24 00:44:09 INFO lr: 4.9460e-05 - loss: 0.0005 - UP: 94.96% UR: 94.09% UF: 94.52% P: 94.94% R: 94.07% F: 94.50%
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+ 2024-03-24 00:44:10 INFO dev: loss: nan - UP: 66.35% UR: 22.40% UF: 33.49% P: 63.13% R: 21.31% F: 31.87%
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+ 2024-03-24 00:44:11 INFO test: loss: nan - UP: 54.65% UR: 21.23% UF: 30.58% P: 51.44% R: 19.99% F: 28.79%
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+ 2024-03-24 00:44:11 INFO 0:00:10.786791s elapsed
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+ 2024-03-24 00:44:19 INFO lr: 4.9450e-05 - loss: nan - UP: 94.51% UR: 89.85% UF: 92.12% P: 94.47% R: 89.82% F: 92.08%
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+ 2024-03-24 00:44:20 INFO dev: loss: nan - UP: 59.36% UR: 39.61% UF: 47.51% P: 56.88% R: 37.95% F: 45.53%
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+ 2024-03-24 00:44:22 INFO test: loss: nan - UP: 49.89% UR: 32.69% UF: 39.49% P: 47.63% R: 31.21% F: 37.71%
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+ 2024-03-24 00:44:22 INFO 0:00:10.617014s elapsed
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+ 2024-03-24 00:44:30 INFO lr: 4.9440e-05 - loss: 0.0016 - UP: 96.03% UR: 94.07% UF: 95.04% P: 96.03% R: 94.07% F: 95.04%
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+ 2024-03-24 00:44:31 INFO dev: loss: nan - UP: 59.51% UR: 40.45% UF: 48.17% P: 57.38% R: 39.00% F: 46.44%
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+ 2024-03-24 00:44:32 INFO test: loss: nan - UP: 49.92% UR: 33.19% UF: 39.87% P: 48.17% R: 32.03% F: 38.48%
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+ 2024-03-24 00:44:32 INFO 0:00:10.470737s elapsed
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+ 2024-03-24 00:44:40 INFO lr: 4.9430e-05 - loss: 0.0000 - UP: 97.16% UR: 93.54% UF: 95.32% P: 97.14% R: 93.51% F: 95.29%
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+ 2024-03-24 00:44:41 INFO dev: loss: nan - UP: 51.10% UR: 47.86% UF: 49.43% P: 49.12% R: 46.01% F: 47.51%
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+ 2024-03-24 00:44:43 INFO test: loss: nan - UP: 41.23% UR: 41.14% UF: 41.18% P: 39.60% R: 39.51% F: 39.56%
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+ 2024-03-24 00:44:46 INFO 0:00:10.477023s elapsed (saved)
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+ 2024-03-24 00:44:53 INFO lr: 4.9420e-05 - loss: nan - UP: 95.01% UR: 92.31% UF: 93.64% P: 94.95% R: 92.25% F: 93.58%
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+ 2024-03-24 00:44:54 INFO dev: loss: nan - UP: 58.75% UR: 38.68% UF: 46.65% P: 55.81% R: 36.74% F: 44.31%
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+ 2024-03-24 00:44:56 INFO test: loss: nan - UP: 49.24% UR: 32.05% UF: 38.83% P: 47.35% R: 30.83% F: 37.34%
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+ 2024-03-24 00:44:56 INFO 0:00:10.215074s elapsed
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+ 2024-03-24 00:45:04 INFO lr: 4.9410e-05 - loss: nan - UP: 94.47% UR: 89.77% UF: 92.06% P: 94.39% R: 89.70% F: 91.98%
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+ 2024-03-24 00:45:05 INFO dev: loss: nan - UP: 50.59% UR: 45.08% UF: 47.68% P: 48.10% R: 42.87% F: 45.33%
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+ 2024-03-24 00:45:06 INFO test: loss: nan - UP: 41.27% UR: 37.90% UF: 39.52% P: 39.59% R: 36.36% F: 37.91%
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+ 2024-03-24 00:45:06 INFO 0:00:10.233739s elapsed
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+ 2024-03-24 00:45:14 INFO lr: 4.9400e-05 - loss: 0.0041 - UP: 92.91% UR: 90.11% UF: 91.49% P: 92.81% R: 90.01% F: 91.39%
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+ 2024-03-24 00:45:15 INFO dev: loss: nan - UP: 53.78% UR: 40.13% UF: 45.96% P: 51.24% R: 38.24% F: 43.79%
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+ 2024-03-24 00:45:16 INFO test: loss: nan - UP: 41.98% UR: 35.18% UF: 38.28% P: 40.02% R: 33.53% F: 36.49%
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+ 2024-03-24 00:45:25 INFO lr: 4.9390e-05 - loss: 0.0015 - UP: 94.80% UR: 89.25% UF: 91.94% P: 94.50% R: 88.98% F: 91.66%
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+ 2024-03-24 00:45:26 INFO dev: loss: nan - UP: 57.65% UR: 35.05% UF: 43.60% P: 55.14% R: 33.52% F: 41.69%
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+ 2024-03-24 00:45:28 INFO test: loss: nan - UP: 46.40% UR: 31.14% UF: 37.27% P: 44.70% R: 30.00% F: 35.90%
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+ 2024-03-24 00:45:28 INFO 0:00:11.220778s elapsed
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+ 2024-03-24 00:45:36 INFO lr: 4.9380e-05 - loss: 0.0025 - UP: 94.25% UR: 91.27% UF: 92.74% P: 94.13% R: 91.17% F: 92.63%
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+ 2024-03-24 00:45:37 INFO dev: loss: nan - UP: 54.94% UR: 42.14% UF: 47.70% P: 52.84% R: 40.53% F: 45.87%
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+ 2024-03-24 00:45:38 INFO test: loss: nan - UP: 45.13% UR: 36.51% UF: 40.36% P: 43.22% R: 34.97% F: 38.66%
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+ 2024-03-24 00:45:38 INFO 0:00:10.633717s elapsed
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+ 2024-03-24 00:45:46 INFO lr: 4.9370e-05 - loss: 0.0032 - UP: 95.30% UR: 91.56% UF: 93.40% P: 95.21% R: 91.48% F: 93.31%
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+ 2024-03-24 00:45:47 INFO dev: loss: nan - UP: 66.84% UR: 25.42% UF: 36.84% P: 64.94% R: 24.70% F: 35.79%
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+ 2024-03-24 00:45:49 INFO test: loss: nan - UP: 54.59% UR: 23.24% UF: 32.60% P: 52.85% R: 22.50% F: 31.56%
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+ 2024-03-24 00:45:57 INFO lr: 4.9360e-05 - loss: 0.0016 - UP: 94.76% UR: 89.49% UF: 92.05% P: 94.74% R: 89.47% F: 92.03%
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+ 2024-03-24 00:47:02 INFO dev: loss: nan - UP: 67.49% UR: 26.35% UF: 37.90% P: 64.71% R: 25.26% F: 36.34%
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+ 2024-03-24 00:47:04 INFO test: loss: nan - UP: 56.89% UR: 22.67% UF: 32.42% P: 54.56% R: 21.74% F: 31.09%
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+ 2024-03-24 00:47:13 INFO dev: loss: nan - UP: 57.13% UR: 36.14% UF: 44.27% P: 54.27% R: 34.33% F: 42.05%
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+ 2024-03-24 00:47:14 INFO test: loss: nan - UP: 47.62% UR: 30.19% UF: 36.95% P: 45.22% R: 28.67% F: 35.09%
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+ 2024-03-24 00:47:14 INFO 0:00:10.620783s elapsed
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+ 2024-03-24 00:47:23 INFO dev: loss: nan - UP: 58.54% UR: 34.65% UF: 43.53% P: 55.55% R: 32.88% F: 41.31%
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+ 2024-03-24 00:47:25 INFO test: loss: nan - UP: 47.13% UR: 28.25% UF: 35.32% P: 45.58% R: 27.32% F: 34.16%
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+ 2024-03-24 00:47:25 INFO 0:00:10.526065s elapsed
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+ 2024-03-24 00:47:25 INFO Epoch 73 / 5000:
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+ 2024-03-24 00:47:33 INFO lr: 4.9270e-05 - loss: 0.0037 - UP: 93.26% UR: 88.16% UF: 90.64% P: 93.05% R: 87.95% F: 90.43%
503
+ 2024-03-24 00:47:34 INFO dev: loss: nan - UP: 52.03% UR: 42.30% UF: 46.67% P: 49.50% R: 40.25% F: 44.40%
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+ 2024-03-24 00:47:36 INFO test: loss: nan - UP: 44.50% UR: 37.25% UF: 40.55% P: 42.53% R: 35.60% F: 38.76%
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+ 2024-03-24 00:47:36 INFO 0:00:10.580117s elapsed
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+ 2024-03-24 00:47:44 INFO lr: 4.9260e-05 - loss: 0.0058 - UP: 89.34% UR: 80.36% UF: 84.61% P: 88.95% R: 80.01% F: 84.24%
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+ 2024-03-24 00:47:45 INFO dev: loss: nan - UP: 55.14% UR: 37.19% UF: 44.42% P: 52.99% R: 35.74% F: 42.69%
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+ 2024-03-24 00:47:46 INFO test: loss: nan - UP: 49.88% UR: 31.50% UF: 38.62% P: 47.88% R: 30.23% F: 37.06%
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+ 2024-03-24 00:47:46 INFO 0:00:10.565675s elapsed
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515
+ 2024-03-24 00:47:55 INFO dev: loss: nan - UP: 63.52% UR: 30.86% UF: 41.54% P: 60.78% R: 29.53% F: 39.75%
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+ 2024-03-24 00:47:57 INFO test: loss: nan - UP: 56.80% UR: 25.23% UF: 34.94% P: 54.57% R: 24.23% F: 33.56%
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+ 2024-03-24 00:47:57 INFO 0:00:10.578888s elapsed
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+ 2024-03-24 00:48:06 INFO dev: loss: nan - UP: 60.92% UR: 37.31% UF: 46.28% P: 58.36% R: 35.74% F: 44.33%
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+ 2024-03-24 00:48:07 INFO test: loss: nan - UP: 51.60% UR: 30.66% UF: 38.46% P: 49.64% R: 29.50% F: 37.00%
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+ 2024-03-24 00:48:07 INFO 0:00:10.559013s elapsed
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+ 2024-03-24 00:48:15 INFO lr: 4.9230e-05 - loss: 0.0009 - UP: 95.49% UR: 89.95% UF: 92.64% P: 95.48% R: 89.94% F: 92.63%
527
+ 2024-03-24 00:48:16 INFO dev: loss: nan - UP: 53.52% UR: 44.12% UF: 48.37% P: 51.61% R: 42.55% F: 46.64%
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+ 2024-03-24 00:48:18 INFO test: loss: nan - UP: 43.55% UR: 39.72% UF: 41.55% P: 42.07% R: 38.37% F: 40.13%
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+ 2024-03-24 00:48:18 INFO 0:00:10.590195s elapsed
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+ 2024-03-24 00:48:26 INFO lr: 4.9220e-05 - loss: 0.0007 - UP: 94.99% UR: 90.97% UF: 92.94% P: 94.97% R: 90.96% F: 92.92%
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+ 2024-03-24 00:48:27 INFO dev: loss: nan - UP: 53.47% UR: 41.86% UF: 46.96% P: 51.21% R: 40.09% F: 44.97%
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+ 2024-03-24 00:48:28 INFO test: loss: nan - UP: 45.84% UR: 38.28% UF: 41.72% P: 44.09% R: 36.83% F: 40.13%
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+ 2024-03-24 00:48:28 INFO 0:00:10.545036s elapsed
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+ 2024-03-24 00:48:39 INFO 0:00:10.555637s elapsed
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+ 2024-03-24 00:48:47 INFO lr: 4.9200e-05 - loss: 0.0002 - UP: 95.39% UR: 93.49% UF: 94.43% P: 95.39% R: 93.49% F: 94.43%
545
+ 2024-03-24 00:48:48 INFO dev: loss: nan - UP: 64.99% UR: 36.34% UF: 46.61% P: 62.18% R: 34.77% F: 44.60%
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+ 2024-03-24 00:48:49 INFO 0:00:10.569582s elapsed
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+ 2024-03-24 00:48:58 INFO lr: 4.9190e-05 - loss: 0.0003 - UP: 96.66% UR: 94.40% UF: 95.52% P: 96.65% R: 94.39% F: 95.51%
551
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552
+ 2024-03-24 00:49:00 INFO test: loss: nan - UP: 46.38% UR: 33.02% UF: 38.58% P: 44.78% R: 31.88% F: 37.25%
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+ 2024-03-24 00:49:00 INFO 0:00:10.561332s elapsed
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+ 2024-03-24 00:49:08 INFO lr: 4.9180e-05 - loss: 0.0008 - UP: 96.82% UR: 95.60% UF: 96.20% P: 96.82% R: 95.60% F: 96.20%
557
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+ 2024-03-24 00:49:11 INFO 0:00:10.605565s elapsed
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+ 2024-03-24 00:49:19 INFO lr: 4.9170e-05 - loss: 0.0004 - UP: 97.04% UR: 95.55% UF: 96.29% P: 97.03% R: 95.53% F: 96.28%
563
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+ 2024-03-24 00:49:21 INFO 0:00:10.616040s elapsed
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+ 2024-03-24 00:49:29 INFO lr: 4.9160e-05 - loss: 0.0012 - UP: 97.47% UR: 95.93% UF: 96.69% P: 97.47% R: 95.93% F: 96.69%
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+ 2024-03-24 00:49:32 INFO test: loss: nan - UP: 54.87% UR: 27.83% UF: 36.93% P: 52.92% R: 26.83% F: 35.61%
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+ 2024-03-24 00:49:32 INFO 0:00:10.674520s elapsed
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+ 2024-03-24 00:49:40 INFO lr: 4.9150e-05 - loss: 0.0007 - UP: 97.91% UR: 95.50% UF: 96.69% P: 97.91% R: 95.50% F: 96.69%
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+ 2024-03-24 00:49:43 INFO 0:00:10.680771s elapsed
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+ 2024-03-24 00:49:51 INFO lr: 4.9140e-05 - loss: 0.0001 - UP: 97.40% UR: 96.40% UF: 96.90% P: 97.40% R: 96.40% F: 96.90%
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+ 2024-03-24 00:49:52 INFO dev: loss: nan - UP: 63.83% UR: 35.41% UF: 45.56% P: 61.73% R: 34.25% F: 44.05%
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+ 2024-03-24 00:49:53 INFO test: loss: nan - UP: 53.10% UR: 28.08% UF: 36.73% P: 51.22% R: 27.09% F: 35.43%
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+ 2024-03-24 00:49:53 INFO 0:00:10.740118s elapsed
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+ 2024-03-24 00:50:02 INFO lr: 4.9130e-05 - loss: nan - UP: 98.07% UR: 96.18% UF: 97.12% P: 98.07% R: 96.18% F: 97.12%
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+ 2024-03-24 00:50:04 INFO test: loss: nan - UP: 50.76% UR: 31.14% UF: 38.60% P: 49.10% R: 30.13% F: 37.34%
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+ 2024-03-24 00:50:04 INFO 0:00:10.784553s elapsed
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+ 2024-03-24 00:50:09 INFO Epoch 57 saved
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+ 2024-03-24 00:50:09 INFO test: UP: 41.23% UR: 41.14% UF: 41.18% P: 39.60% R: 39.51% F: 39.56%
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+ 2024-03-24 00:50:09 INFO 0:15:16.730678s elapsed, 0:00:10.537134s/epoch
models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_xlm_10 ADDED
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models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_xlm_10.train.log CHANGED
@@ -1,4 +1,4 @@
1
- 2023-12-31 18:14:23 INFO
2
  ---------------------+-------------------------------
3
  Param | Value
4
  ---------------------+-------------------------------
@@ -15,7 +15,7 @@ batch_size | 1500
15
  update_steps | 1
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  mode | train
17
  path | /home/marvin/structured-sentiment-analysis-bis/models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_xlm_10
18
- device | 1
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  seed | 1
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  threads | 16
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  local_rank | -1
@@ -36,13 +36,13 @@ bert | xlm-roberta-base
36
  inference | mfvi
37
  ---------------------+-------------------------------
38
 
39
- 2023-12-31 18:14:23 INFO Building the fields
40
- 2023-12-31 18:14:25 INFO CoNLL(
41
  (words): SubwordField(pad=<pad>, unk=<unk>, bos=<s>)
42
  (labels): ChartField()
43
  )
44
- 2023-12-31 18:14:25 INFO Building the model
45
- 2023-12-31 18:14:28 INFO VISemanticDependencyModel(
46
  (encoder): TransformerEmbedding(xlm-roberta-base, n_layers=4, n_out=768, stride=256, pooling=mean, pad_index=1, requires_grad=True)
47
  (encoder_dropout): Dropout(p=0.33, inplace=False)
48
  (edge_mlp_d): MLP(n_in=768, n_out=600, dropout=0.25)
@@ -61,19 +61,301 @@ inference | mfvi
61
  (inference): SemanticDependencyMFVI(max_iter=3)
62
  )
63
 
64
- 2023-12-31 18:14:28 INFO Loading the data
65
- 2023-12-31 18:14:35 INFO
66
  train: Dataset(n_sentences=4697, n_batches=69, n_buckets=32)
67
  dev: Dataset(n_sentences=1649, n_batches=34, n_buckets=32)
68
  test: Dataset(n_sentences=2112, n_batches=46, n_buckets=32)
69
 
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- 2023-12-31 18:14:35 INFO Epoch 1 / 5000:
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- 2023-12-31 18:14:45 INFO lr: 4.9990e-05 - loss: 0.0725 - UP: 0.44% UR: 1.56% UF: 0.69% P: 0.05% R: 0.17% F: 0.07%
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73
- 2023-12-31 18:14:47 INFO test: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
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- 2023-12-31 18:14:47 INFO 0:00:12.755487s elapsed
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- 2023-12-31 18:14:47 INFO Epoch 2 / 5000:
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- 2023-12-31 18:14:57 INFO lr: 4.9980e-05 - loss: 0.0472 - UP: 16.72% UR: 0.65% UF: 1.25% P: 13.93% R: 0.54% F: 1.04%
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- 2023-12-31 18:14:58 INFO dev: loss: nan - UP: 75.76% UR: 2.01% UF: 3.92% P: 66.67% R: 1.77% F: 3.45%
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- 2023-12-31 18:14:59 INFO test: loss: nan - UP: 64.96% UR: 1.61% UF: 3.13% P: 54.70% R: 1.35% F: 2.64%
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-03-24 00:50:11 INFO
2
  ---------------------+-------------------------------
3
  Param | Value
4
  ---------------------+-------------------------------
 
15
  update_steps | 1
16
  mode | train
17
  path | /home/marvin/structured-sentiment-analysis-bis/models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_xlm_10
18
+ device | 0
19
  seed | 1
20
  threads | 16
21
  local_rank | -1
 
36
  inference | mfvi
37
  ---------------------+-------------------------------
38
 
39
+ 2024-03-24 00:50:11 INFO Building the fields
40
+ 2024-03-24 00:50:12 INFO CoNLL(
41
  (words): SubwordField(pad=<pad>, unk=<unk>, bos=<s>)
42
  (labels): ChartField()
43
  )
44
+ 2024-03-24 00:50:12 INFO Building the model
45
+ 2024-03-24 00:50:15 INFO VISemanticDependencyModel(
46
  (encoder): TransformerEmbedding(xlm-roberta-base, n_layers=4, n_out=768, stride=256, pooling=mean, pad_index=1, requires_grad=True)
47
  (encoder_dropout): Dropout(p=0.33, inplace=False)
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  (edge_mlp_d): MLP(n_in=768, n_out=600, dropout=0.25)
 
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  (inference): SemanticDependencyMFVI(max_iter=3)
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  )
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+ 2024-03-24 00:50:15 INFO Loading the data
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+ 2024-03-24 00:50:21 INFO
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  train: Dataset(n_sentences=4697, n_batches=69, n_buckets=32)
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  dev: Dataset(n_sentences=1649, n_batches=34, n_buckets=32)
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  test: Dataset(n_sentences=2112, n_batches=46, n_buckets=32)
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+ 2024-03-24 00:50:31 INFO lr: 4.9990e-05 - loss: 0.0725 - UP: 0.44% UR: 1.56% UF: 0.69% P: 0.05% R: 0.17% F: 0.07%
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+ 2024-03-24 00:50:34 INFO 0:00:12.629755s elapsed
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+ 2024-03-24 00:50:44 INFO dev: loss: nan - UP: 75.76% UR: 2.01% UF: 3.92% P: 66.67% R: 1.77% F: 3.45%
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+ 2024-03-24 00:50:46 INFO test: loss: nan - UP: 64.96% UR: 1.61% UF: 3.13% P: 54.70% R: 1.35% F: 2.64%
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+ 2024-03-24 00:50:50 INFO 0:00:11.906816s elapsed (saved)
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+ 2024-03-24 00:51:00 INFO lr: 4.9970e-05 - loss: 0.0333 - UP: 41.89% UR: 4.63% UF: 8.34% P: 37.32% R: 4.13% F: 7.43%
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+ 2024-03-24 00:51:01 INFO dev: loss: nan - UP: 59.51% UR: 3.91% UF: 7.33% P: 58.28% R: 3.83% F: 7.18%
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+ 2024-03-24 00:51:50 INFO lr: 4.9940e-05 - loss: 0.0349 - UP: 67.57% UR: 21.71% UF: 32.86% P: 66.89% R: 21.49% F: 32.53%
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+ 2024-03-24 00:52:09 INFO dev: loss: nan - UP: 54.81% UR: 22.28% UF: 31.68% P: 53.12% R: 21.60% F: 30.71%
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+ 2024-03-24 00:52:11 INFO test: loss: nan - UP: 50.40% UR: 19.78% UF: 28.41% P: 48.09% R: 18.87% F: 27.10%
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+ 2024-03-24 00:52:18 INFO 0:00:12.027316s elapsed (saved)
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+ 2024-03-24 00:52:27 INFO lr: 4.9920e-05 - loss: 0.0360 - UP: 71.76% UR: 37.01% UF: 48.83% P: 71.44% R: 36.84% F: 48.61%
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+ 2024-03-24 00:52:28 INFO dev: loss: nan - UP: 63.40% UR: 22.97% UF: 33.72% P: 61.74% R: 22.36% F: 32.83%
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+ 2024-03-24 00:52:30 INFO test: loss: nan - UP: 57.82% UR: 19.61% UF: 29.28% P: 55.83% R: 18.93% F: 28.27%
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+ 2024-03-24 00:52:37 INFO 0:00:11.996351s elapsed (saved)
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+ 2024-03-24 00:52:46 INFO lr: 4.9910e-05 - loss: 0.0120 - UP: 71.35% UR: 34.97% UF: 46.94% P: 70.64% R: 34.63% F: 46.47%
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+ 2024-03-24 00:52:47 INFO dev: loss: nan - UP: 48.03% UR: 34.85% UF: 40.39% P: 46.59% R: 33.80% F: 39.18%
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+ 2024-03-24 00:52:49 INFO test: loss: nan - UP: 40.36% UR: 30.09% UF: 34.48% P: 38.78% R: 28.90% F: 33.12%
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+ 2024-03-24 00:52:56 INFO 0:00:11.988961s elapsed (saved)
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+ 2024-03-24 00:53:05 INFO lr: 4.9900e-05 - loss: 0.0113 - UP: 75.38% UR: 44.72% UF: 56.14% P: 74.89% R: 44.43% F: 55.77%
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+ 2024-03-24 00:53:08 INFO test: loss: nan - UP: 43.60% UR: 27.15% UF: 33.46% P: 40.01% R: 24.91% F: 30.70%
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+ 2024-03-24 00:53:17 INFO lr: 4.9890e-05 - loss: nan - UP: 77.33% UR: 46.89% UF: 58.38% P: 76.94% R: 46.65% F: 58.08%
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+ 2024-03-24 00:53:20 INFO 0:00:12.122271s elapsed
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+ 2024-03-24 00:53:29 INFO lr: 4.9880e-05 - loss: 0.0122 - UP: 77.41% UR: 50.20% UF: 60.90% P: 77.15% R: 50.03% F: 60.70%
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+ 2024-03-24 00:53:31 INFO dev: loss: nan - UP: 59.93% UR: 32.23% UF: 41.92% P: 58.35% R: 31.39% F: 40.82%
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+ 2024-03-24 00:53:32 INFO test: loss: nan - UP: 50.69% UR: 24.97% UF: 33.46% P: 48.46% R: 23.87% F: 31.99%
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+ 2024-03-24 00:53:39 INFO 0:00:12.622366s elapsed (saved)
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+ 2024-03-24 00:53:48 INFO lr: 4.9870e-05 - loss: 0.0069 - UP: 80.59% UR: 57.12% UF: 66.85% P: 80.46% R: 57.02% F: 66.74%
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+ 2024-03-24 00:53:49 INFO dev: loss: nan - UP: 65.46% UR: 28.32% UF: 39.54% P: 63.69% R: 27.56% F: 38.47%
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+ 2024-03-24 00:53:51 INFO test: loss: nan - UP: 55.63% UR: 22.33% UF: 31.87% P: 53.00% R: 21.28% F: 30.36%
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+ 2024-03-24 00:53:51 INFO 0:00:12.058132s elapsed
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+ 2024-03-24 00:54:00 INFO lr: 4.9860e-05 - loss: nan - UP: 82.57% UR: 60.89% UF: 70.09% P: 82.42% R: 60.78% F: 69.96%
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+ 2024-03-24 00:54:01 INFO dev: loss: nan - UP: 58.20% UR: 38.88% UF: 46.62% P: 56.03% R: 37.43% F: 44.88%
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+ 2024-03-24 00:54:10 INFO 0:00:12.160777s elapsed (saved)
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+ 2024-03-24 00:54:19 INFO lr: 4.9850e-05 - loss: 0.0064 - UP: 83.67% UR: 64.23% UF: 72.67% P: 83.63% R: 64.21% F: 72.64%
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+ 2024-03-24 00:54:20 INFO dev: loss: nan - UP: 60.78% UR: 32.59% UF: 42.43% P: 58.15% R: 31.18% F: 40.60%
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+ 2024-03-24 00:54:22 INFO test: loss: nan - UP: 52.62% UR: 26.07% UF: 34.87% P: 49.94% R: 24.74% F: 33.09%
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+ 2024-03-24 00:54:22 INFO 0:00:11.995095s elapsed
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+ 2024-03-24 00:54:31 INFO lr: 4.9840e-05 - loss: 0.0027 - UP: 84.83% UR: 67.89% UF: 75.42% P: 84.74% R: 67.82% F: 75.34%
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+ 2024-03-24 00:54:32 INFO dev: loss: nan - UP: 67.19% UR: 31.10% UF: 42.52% P: 65.19% R: 30.18% F: 41.26%
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+ 2024-03-24 00:54:34 INFO test: loss: nan - UP: 54.46% UR: 23.75% UF: 33.07% P: 52.33% R: 22.82% F: 31.78%
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+ 2024-03-24 00:54:34 INFO 0:00:12.165332s elapsed
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+ 2024-03-24 00:54:44 INFO lr: 4.9830e-05 - loss: 0.0002 - UP: 86.18% UR: 71.07% UF: 77.90% P: 86.14% R: 71.03% F: 77.86%
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+ 2024-03-24 00:54:45 INFO dev: loss: nan - UP: 56.86% UR: 42.43% UF: 48.59% P: 54.86% R: 40.93% F: 46.89%
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+ 2024-03-24 00:54:46 INFO test: loss: nan - UP: 45.48% UR: 33.23% UF: 38.40% P: 43.74% R: 31.97% F: 36.94%
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+ 2024-03-24 00:54:53 INFO 0:00:12.598026s elapsed (saved)
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+ 2024-03-24 00:55:03 INFO lr: 4.9820e-05 - loss: 0.0047 - UP: 86.14% UR: 72.75% UF: 78.88% P: 86.12% R: 72.74% F: 78.87%
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+ 2024-03-24 00:55:04 INFO dev: loss: nan - UP: 60.34% UR: 42.43% UF: 49.82% P: 58.40% R: 41.06% F: 48.21%
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+ 2024-03-24 00:55:05 INFO test: loss: nan - UP: 48.99% UR: 32.92% UF: 39.38% P: 47.42% R: 31.86% F: 38.11%
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+ 2024-03-24 00:55:12 INFO 0:00:12.008940s elapsed (saved)
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+ 2024-03-24 00:55:22 INFO lr: 4.9810e-05 - loss: 0.0039 - UP: 88.49% UR: 76.31% UF: 81.95% P: 88.47% R: 76.30% F: 81.94%
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+ 2024-03-24 00:55:23 INFO dev: loss: nan - UP: 58.70% UR: 39.16% UF: 46.98% P: 56.34% R: 37.59% F: 45.09%
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+ 2024-03-24 00:55:24 INFO test: loss: nan - UP: 48.15% UR: 32.96% UF: 39.13% P: 46.02% R: 31.50% F: 37.40%
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+ 2024-03-24 00:55:24 INFO 0:00:11.971765s elapsed
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+ 2024-03-24 00:55:34 INFO lr: 4.9800e-05 - loss: 0.0013 - UP: 88.40% UR: 76.57% UF: 82.06% P: 88.38% R: 76.56% F: 82.05%
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+ 2024-03-24 00:55:35 INFO dev: loss: nan - UP: 60.68% UR: 29.53% UF: 39.73% P: 58.03% R: 28.24% F: 37.99%
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+ 2024-03-24 00:55:36 INFO test: loss: nan - UP: 53.13% UR: 22.04% UF: 31.15% P: 50.48% R: 20.94% F: 29.60%
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+ 2024-03-24 00:55:36 INFO 0:00:12.113514s elapsed
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+ 2024-03-24 00:55:46 INFO lr: 4.9790e-05 - loss: 0.0061 - UP: 87.57% UR: 77.55% UF: 82.26% P: 87.24% R: 77.27% F: 81.95%
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+ 2024-03-24 00:55:47 INFO dev: loss: nan - UP: 62.28% UR: 28.40% UF: 39.01% P: 59.10% R: 26.95% F: 37.02%
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+ 2024-03-24 00:55:49 INFO test: loss: nan - UP: 49.27% UR: 19.95% UF: 28.40% P: 47.23% R: 19.12% F: 27.22%
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+ 2024-03-24 00:55:49 INFO 0:00:12.558542s elapsed
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+ 2024-03-24 00:55:59 INFO lr: 4.9780e-05 - loss: 0.0096 - UP: 85.45% UR: 69.62% UF: 76.73% P: 85.20% R: 69.42% F: 76.50%
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+ 2024-03-24 00:56:00 INFO dev: loss: nan - UP: 63.16% UR: 28.32% UF: 39.11% P: 61.19% R: 27.44% F: 37.89%
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+ 2024-03-24 00:56:02 INFO test: loss: nan - UP: 49.41% UR: 22.08% UF: 30.52% P: 47.09% R: 21.04% F: 29.09%
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+ 2024-03-24 00:56:02 INFO 0:00:13.053758s elapsed
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+ 2024-03-24 00:56:12 INFO lr: 4.9770e-05 - loss: 0.0208 - UP: 81.69% UR: 63.29% UF: 71.32% P: 81.02% R: 62.78% F: 70.74%
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+ 2024-03-24 00:56:13 INFO dev: loss: nan - UP: 51.86% UR: 39.24% UF: 44.68% P: 49.89% R: 37.75% F: 42.98%
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+ 2024-03-24 00:56:14 INFO test: loss: nan - UP: 42.52% UR: 31.19% UF: 35.98% P: 40.65% R: 29.81% F: 34.40%
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+ 2024-03-24 00:56:14 INFO 0:00:12.512650s elapsed
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+ 2024-03-24 00:56:24 INFO lr: 4.9760e-05 - loss: 0.0112 - UP: 80.95% UR: 62.43% UF: 70.49% P: 80.52% R: 62.10% F: 70.12%
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+ 2024-03-24 00:56:25 INFO dev: loss: nan - UP: 63.24% UR: 28.00% UF: 38.82% P: 60.51% R: 26.79% F: 37.14%
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+ 2024-03-24 00:56:27 INFO test: loss: nan - UP: 56.10% UR: 19.82% UF: 29.29% P: 53.53% R: 18.91% F: 27.95%
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+ 2024-03-24 00:56:27 INFO 0:00:12.514258s elapsed
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+ 2024-03-24 00:56:37 INFO lr: 4.9750e-05 - loss: 0.0021 - UP: 85.55% UR: 70.74% UF: 77.44% P: 85.15% R: 70.42% F: 77.09%
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+ 2024-03-24 00:56:38 INFO dev: loss: nan - UP: 52.37% UR: 40.01% UF: 45.36% P: 49.84% R: 38.07% F: 43.17%
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+ 2024-03-24 00:56:39 INFO test: loss: nan - UP: 47.62% UR: 34.02% UF: 39.68% P: 45.55% R: 32.54% F: 37.96%
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+ 2024-03-24 00:56:39 INFO 0:00:12.454155s elapsed
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+ 2024-03-24 00:56:49 INFO lr: 4.9740e-05 - loss: 0.0132 - UP: 79.98% UR: 67.11% UF: 72.98% P: 79.52% R: 66.72% F: 72.56%
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+ 2024-03-24 00:56:50 INFO dev: loss: nan - UP: 48.91% UR: 23.45% UF: 31.70% P: 47.39% R: 22.72% F: 30.72%
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+ 2024-03-24 00:56:52 INFO test: loss: nan - UP: 45.46% UR: 17.79% UF: 25.57% P: 43.25% R: 16.92% F: 24.33%
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+ 2024-03-24 00:57:02 INFO lr: 4.9730e-05 - loss: 0.0072 - UP: 80.51% UR: 60.19% UF: 68.88% P: 79.99% R: 59.80% F: 68.44%
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+ 2024-03-24 00:57:03 INFO dev: loss: nan - UP: 54.22% UR: 33.64% UF: 41.52% P: 50.19% R: 31.14% F: 38.44%
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+ 2024-03-24 00:57:04 INFO test: loss: nan - UP: 50.53% UR: 25.33% UF: 33.75% P: 46.94% R: 23.54% F: 31.35%
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+ 2024-03-24 00:57:14 INFO lr: 4.9720e-05 - loss: 0.0015 - UP: 86.95% UR: 69.85% UF: 77.47% P: 86.82% R: 69.74% F: 77.35%
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+ 2024-03-24 00:57:15 INFO dev: loss: nan - UP: 56.78% UR: 37.79% UF: 45.38% P: 54.54% R: 36.30% F: 43.59%
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+ 2024-03-24 00:57:17 INFO test: loss: nan - UP: 51.08% UR: 27.93% UF: 36.12% P: 48.61% R: 26.58% F: 34.37%
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+ 2024-03-24 00:57:26 INFO lr: 4.9710e-05 - loss: 0.0020 - UP: 89.69% UR: 78.65% UF: 83.81% P: 89.58% R: 78.55% F: 83.71%
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+ 2024-03-24 00:57:27 INFO dev: loss: nan - UP: 55.09% UR: 39.24% UF: 45.84% P: 51.98% R: 37.03% F: 43.25%
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+ 2024-03-24 00:57:29 INFO test: loss: nan - UP: 47.90% UR: 30.83% UF: 37.51% P: 45.11% R: 29.03% F: 35.33%
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+ 2024-03-24 00:57:39 INFO lr: 4.9700e-05 - loss: 0.0025 - UP: 91.05% UR: 82.73% UF: 86.69% P: 91.01% R: 82.69% F: 86.65%
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+ 2024-03-24 00:57:40 INFO dev: loss: nan - UP: 60.92% UR: 36.99% UF: 46.03% P: 57.86% R: 35.13% F: 43.72%
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+ 2024-03-24 00:57:41 INFO test: loss: nan - UP: 52.47% UR: 28.92% UF: 37.29% P: 50.02% R: 27.57% F: 35.55%
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+ 2024-03-24 00:57:51 INFO lr: 4.9690e-05 - loss: 0.0022 - UP: 91.35% UR: 82.74% UF: 86.83% P: 91.35% R: 82.74% F: 86.83%
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+ 2024-03-24 00:58:03 INFO lr: 4.9680e-05 - loss: 0.0021 - UP: 93.16% UR: 86.17% UF: 89.53% P: 93.13% R: 86.15% F: 89.50%
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+ 2024-03-24 00:58:04 INFO dev: loss: nan - UP: 54.66% UR: 44.20% UF: 48.88% P: 52.17% R: 42.18% F: 46.65%
259
+ 2024-03-24 00:58:06 INFO test: loss: nan - UP: 46.77% UR: 37.16% UF: 41.42% P: 44.51% R: 35.37% F: 39.42%
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+ 2024-03-24 00:58:06 INFO 0:00:12.246953s elapsed
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+ 2024-03-24 00:58:16 INFO dev: loss: nan - UP: 59.48% UR: 36.91% UF: 45.55% P: 56.88% R: 35.29% F: 43.56%
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+ 2024-03-24 00:58:18 INFO test: loss: nan - UP: 51.67% UR: 31.33% UF: 39.01% P: 49.62% R: 30.09% F: 37.46%
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+ 2024-03-24 00:58:18 INFO 0:00:12.267179s elapsed
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+ 2024-03-24 00:58:29 INFO dev: loss: nan - UP: 58.41% UR: 43.35% UF: 49.77% P: 55.97% R: 41.54% F: 47.69%
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+ 2024-03-24 00:58:30 INFO test: loss: nan - UP: 50.15% UR: 34.69% UF: 41.01% P: 47.98% R: 33.19% F: 39.24%
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+ 2024-03-24 00:58:30 INFO 0:00:12.257894s elapsed
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+ 2024-03-24 00:58:41 INFO dev: loss: nan - UP: 61.49% UR: 36.34% UF: 45.68% P: 58.83% R: 34.77% F: 43.71%
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+ 2024-03-24 00:58:42 INFO test: loss: nan - UP: 52.51% UR: 28.95% UF: 37.32% P: 50.25% R: 27.70% F: 35.71%
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+ 2024-03-24 00:58:42 INFO 0:00:12.288557s elapsed
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+ 2024-03-24 00:58:52 INFO lr: 4.9640e-05 - loss: 0.0062 - UP: 94.20% UR: 89.99% UF: 92.05% P: 94.20% R: 89.99% F: 92.05%
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+ 2024-03-24 00:58:53 INFO dev: loss: nan - UP: 55.37% UR: 44.64% UF: 49.43% P: 52.62% R: 42.43% F: 46.98%
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+ 2024-03-24 00:58:55 INFO test: loss: nan - UP: 46.53% UR: 34.84% UF: 39.85% P: 44.41% R: 33.26% F: 38.03%
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+ 2024-03-24 00:58:55 INFO 0:00:12.325044s elapsed
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+ 2024-03-24 00:59:05 INFO lr: 4.9630e-05 - loss: 0.0027 - UP: 94.41% UR: 91.14% UF: 92.75% P: 94.40% R: 91.13% F: 92.74%
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+ 2024-03-24 00:59:06 INFO dev: loss: nan - UP: 59.03% UR: 35.17% UF: 44.08% P: 56.32% R: 33.56% F: 42.06%
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+ 2024-03-24 00:59:07 INFO test: loss: nan - UP: 52.92% UR: 28.71% UF: 37.23% P: 50.90% R: 27.61% F: 35.80%
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+ 2024-03-24 00:59:07 INFO 0:00:12.366017s elapsed
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+ 2024-03-24 00:59:17 INFO lr: 4.9620e-05 - loss: 0.0032 - UP: 95.03% UR: 91.17% UF: 93.06% P: 95.02% R: 91.15% F: 93.05%
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+ 2024-03-24 00:59:18 INFO dev: loss: nan - UP: 61.36% UR: 36.66% UF: 45.90% P: 59.00% R: 35.25% F: 44.14%
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+ 2024-03-24 00:59:20 INFO test: loss: nan - UP: 52.98% UR: 30.04% UF: 38.34% P: 50.86% R: 28.84% F: 36.81%
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+ 2024-03-24 00:59:20 INFO 0:00:12.426078s elapsed
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+ 2024-03-24 00:59:29 INFO lr: 4.9610e-05 - loss: 0.0007 - UP: 94.74% UR: 90.68% UF: 92.67% P: 94.74% R: 90.68% F: 92.67%
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+ 2024-03-24 00:59:30 INFO dev: loss: nan - UP: 55.35% UR: 44.00% UF: 49.02% P: 53.02% R: 42.14% F: 46.96%
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+ 2024-03-24 00:59:32 INFO test: loss: nan - UP: 47.82% UR: 37.00% UF: 41.72% P: 45.66% R: 35.33% F: 39.83%
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+ 2024-03-24 00:59:32 INFO 0:00:12.451253s elapsed
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+ 2024-03-24 00:59:43 INFO dev: loss: nan - UP: 62.09% UR: 40.25% UF: 48.84% P: 59.73% R: 38.72% F: 46.98%
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+ 2024-03-24 00:59:45 INFO test: loss: nan - UP: 52.34% UR: 33.32% UF: 40.72% P: 50.51% R: 32.16% F: 39.30%
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+ 2024-03-24 00:59:45 INFO 0:00:12.793998s elapsed
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+ 2024-03-24 00:59:55 INFO lr: 4.9590e-05 - loss: 0.0004 - UP: 95.81% UR: 93.30% UF: 94.54% P: 95.81% R: 93.30% F: 94.54%
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+ 2024-03-24 00:59:56 INFO dev: loss: nan - UP: 60.40% UR: 38.48% UF: 47.01% P: 58.00% R: 36.95% F: 45.14%
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+ 2024-03-24 00:59:57 INFO test: loss: nan - UP: 53.92% UR: 32.28% UF: 40.39% P: 52.01% R: 31.14% F: 38.96%
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+ 2024-03-24 00:59:57 INFO 0:00:12.544457s elapsed
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+ 2024-03-24 01:00:07 INFO lr: 4.9580e-05 - loss: 0.0005 - UP: 96.60% UR: 94.69% UF: 95.64% P: 96.60% R: 94.69% F: 95.64%
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+ 2024-03-24 01:00:08 INFO dev: loss: nan - UP: 59.04% UR: 39.61% UF: 47.41% P: 56.34% R: 37.79% F: 45.24%
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+ 2024-03-24 01:00:10 INFO test: loss: nan - UP: 51.97% UR: 33.45% UF: 40.70% P: 49.80% R: 32.05% F: 39.00%
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+ 2024-03-24 01:00:10 INFO 0:00:12.437681s elapsed
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+ 2024-03-24 01:00:20 INFO lr: 4.9570e-05 - loss: 0.0006 - UP: 96.40% UR: 94.62% UF: 95.50% P: 96.40% R: 94.62% F: 95.50%
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+ 2024-03-24 01:00:21 INFO dev: loss: nan - UP: 60.51% UR: 39.56% UF: 47.84% P: 57.79% R: 37.79% F: 45.70%
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+ 2024-03-24 01:00:22 INFO test: loss: nan - UP: 52.51% UR: 33.64% UF: 41.00% P: 50.76% R: 32.52% F: 39.64%
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+ 2024-03-24 01:00:22 INFO 0:00:12.391779s elapsed
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+ 2024-03-24 01:00:33 INFO dev: loss: nan - UP: 57.51% UR: 38.40% UF: 46.05% P: 54.74% R: 36.54% F: 43.83%
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+ 2024-03-24 01:00:34 INFO test: loss: nan - UP: 50.85% UR: 33.36% UF: 40.29% P: 48.99% R: 32.14% F: 38.81%
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+ 2024-03-24 01:00:45 INFO dev: loss: nan - UP: 58.79% UR: 33.56% UF: 42.73% P: 56.60% R: 32.31% F: 41.14%
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+ 2024-03-24 01:00:47 INFO test: loss: nan - UP: 54.89% UR: 29.03% UF: 37.98% P: 52.86% R: 27.95% F: 36.57%
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+ 2024-03-24 01:00:47 INFO 0:00:12.314838s elapsed
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+ 2024-03-24 01:00:58 INFO dev: loss: nan - UP: 60.98% UR: 37.71% UF: 46.60% P: 58.37% R: 36.10% F: 44.61%
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+ 2024-03-24 01:00:59 INFO test: loss: nan - UP: 54.88% UR: 31.10% UF: 39.70% P: 52.91% R: 29.98% F: 38.27%
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+ 2024-03-24 01:00:59 INFO 0:00:12.284048s elapsed
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+ 2024-03-24 01:01:09 INFO lr: 4.9530e-05 - loss: 0.0003 - UP: 95.88% UR: 92.75% UF: 94.29% P: 95.87% R: 92.74% F: 94.28%
348
+ 2024-03-24 01:01:10 INFO dev: loss: nan - UP: 59.12% UR: 38.92% UF: 46.94% P: 57.10% R: 37.59% F: 45.34%
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+ 2024-03-24 01:01:11 INFO test: loss: nan - UP: 48.13% UR: 32.14% UF: 38.54% P: 46.04% R: 30.74% F: 36.87%
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+ 2024-03-24 01:01:11 INFO 0:00:12.270592s elapsed
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+ 2024-03-24 01:01:21 INFO lr: 4.9520e-05 - loss: nan - UP: 96.50% UR: 94.56% UF: 95.52% P: 96.49% R: 94.55% F: 95.51%
354
+ 2024-03-24 01:01:22 INFO dev: loss: nan - UP: 59.12% UR: 37.35% UF: 45.78% P: 56.51% R: 35.70% F: 43.75%
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+ 2024-03-24 01:01:24 INFO test: loss: nan - UP: 52.74% UR: 32.07% UF: 39.89% P: 50.76% R: 30.87% F: 38.39%
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+ 2024-03-24 01:01:24 INFO 0:00:12.283232s elapsed
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+ 2024-03-24 01:01:32 INFO Epoch 18 saved
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+ 2024-03-24 01:01:32 INFO dev: UP: 60.34% UR: 42.43% UF: 49.82% P: 58.40% R: 41.06% F: 48.21%
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+ 2024-03-24 01:01:32 INFO test: UP: 48.99% UR: 32.92% UF: 39.38% P: 47.42% R: 31.86% F: 38.11%
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+ 2024-03-24 01:01:32 INFO 0:09:49.741787s elapsed, 0:00:12.286287s/epoch
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1
+ 2024-03-24 01:19:33 INFO
2
+ ---------------------+-------------------------------
3
+ Param | Value
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+ ---------------------+-------------------------------
5
+ lr | 5e-05
6
+ mu | 0.9
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+ nu | 0.999
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+ eps | 1e-06
9
+ weight_decay | 0.0
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+ lr_rate | 1
11
+ patience | 30
12
+ update-steps | 1
13
+ warmup | 0.0
14
+ update_steps | 1
15
+ mode | train
16
+ path | /home/marvin/structured-sentiment-analysis-bis/models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_xlm_6
17
+ device | 0
18
+ seed | 1
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+ threads | 16
20
+ local_rank | -1
21
+ feat | None
22
+ build | True
23
+ checkpoint | False
24
+ encoder | bert
25
+ max_len | None
26
+ buckets | 32
27
+ train | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/mpqa/head_final/sdp_byLength_asc/80/train.conllu
28
+ dev | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/mpqa/head_final/sdp_byLength_asc/80/dev.conllu
29
+ test | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/mpqa/head_final/sdp/test.conllu
30
+ embed | data/glove.6B.100d.txt
31
+ unk | unk
32
+ n_embed | 100
33
+ n_embed_proj | 125
34
+ bert | xlm-roberta-base
35
+ inference | mfvi
36
+ ---------------------+-------------------------------
37
+
38
+ 2024-03-24 01:19:33 INFO Building the fields
39
+ 2024-03-24 01:19:34 INFO CoNLL(
40
+ (words): SubwordField(pad=<pad>, unk=<unk>, bos=<s>)
41
+ (labels): ChartField()
42
+ )
43
+ 2024-03-24 01:19:34 INFO Building the model
44
+ 2024-03-24 01:19:37 INFO VISemanticDependencyModel(
45
+ (encoder): TransformerEmbedding(xlm-roberta-base, n_layers=4, n_out=768, stride=256, pooling=mean, pad_index=1, requires_grad=True)
46
+ (encoder_dropout): Dropout(p=0.33, inplace=False)
47
+ (edge_mlp_d): MLP(n_in=768, n_out=600, dropout=0.25)
48
+ (edge_mlp_h): MLP(n_in=768, n_out=600, dropout=0.25)
49
+ (label_mlp_d): MLP(n_in=768, n_out=600, dropout=0.33)
50
+ (label_mlp_h): MLP(n_in=768, n_out=600, dropout=0.33)
51
+ (edge_attn): Biaffine(n_in=600, bias_x=True, bias_y=True)
52
+ (label_attn): Biaffine(n_in=600, n_out=5, bias_x=True, bias_y=True)
53
+ (criterion): CrossEntropyLoss()
54
+ (pair_mlp_d): MLP(n_in=768, n_out=150, dropout=0.25)
55
+ (pair_mlp_h): MLP(n_in=768, n_out=150, dropout=0.25)
56
+ (pair_mlp_g): MLP(n_in=768, n_out=150, dropout=0.25)
57
+ (sib_attn): Triaffine(n_in=150, bias_x=True, bias_y=True)
58
+ (cop_attn): Triaffine(n_in=150, bias_x=True, bias_y=True)
59
+ (grd_attn): Triaffine(n_in=150, bias_x=True, bias_y=True)
60
+ (inference): SemanticDependencyMFVI(max_iter=3)
61
+ )
62
+
63
+ 2024-03-24 01:19:37 INFO Loading the data
64
+ 2024-03-24 01:19:43 INFO
65
+ train: Dataset(n_sentences=4697, n_batches=35, n_buckets=32)
66
+ dev: Dataset(n_sentences=1649, n_batches=32, n_buckets=32)
67
+ test: Dataset(n_sentences=2112, n_batches=32, n_buckets=32)
68
+
69
+ 2024-03-24 01:19:43 INFO Epoch 1 / 5000:
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+ 2024-03-24 01:19:52 INFO lr: 4.9990e-05 - loss: 0.0775 - UP: 0.28% UR: 2.97% UF: 0.52% P: 0.03% R: 0.32% F: 0.06%
71
+ 2024-03-24 01:19:53 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
72
+ 2024-03-24 01:19:55 INFO test: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
73
+ 2024-03-24 01:19:55 INFO 0:00:11.267627s elapsed
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+
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+ 2024-03-24 01:19:55 INFO Epoch 2 / 5000:
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+ 2024-03-24 01:20:03 INFO lr: 4.9980e-05 - loss: 0.0562 - UP: 16.15% UR: 0.37% UF: 0.73% P: 10.42% R: 0.24% F: 0.47%
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+ 2024-03-24 01:20:04 INFO dev: loss: nan - UP: 64.29% UR: 0.36% UF: 0.72% P: 50.00% R: 0.28% F: 0.56%
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+ 2024-03-24 01:20:05 INFO test: loss: nan - UP: 64.52% UR: 0.85% UF: 1.67% P: 45.16% R: 0.59% F: 1.17%
79
+ 2024-03-24 01:20:10 INFO 0:00:10.541385s elapsed (saved)
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+ 2024-03-24 01:20:18 INFO lr: 4.9970e-05 - loss: 0.0427 - UP: 35.93% UR: 2.33% UF: 4.38% P: 30.37% R: 1.97% F: 3.71%
83
+ 2024-03-24 01:20:19 INFO dev: loss: nan - UP: 73.97% UR: 2.18% UF: 4.23% P: 69.86% R: 2.05% F: 3.99%
84
+ 2024-03-24 01:20:20 INFO test: loss: nan - UP: 66.04% UR: 2.22% UF: 4.29% P: 52.83% R: 1.77% F: 3.43%
85
+ 2024-03-24 01:20:27 INFO 0:00:10.575327s elapsed (saved)
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+
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+ 2024-03-24 01:20:27 INFO Epoch 4 / 5000:
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+ 2024-03-24 01:20:36 INFO lr: 4.9960e-05 - loss: 0.0425 - UP: 37.90% UR: 4.22% UF: 7.60% P: 35.10% R: 3.91% F: 7.04%
89
+ 2024-03-24 01:20:37 INFO dev: loss: nan - UP: 70.00% UR: 3.67% UF: 6.97% P: 63.08% R: 3.30% F: 6.28%
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+ 2024-03-24 01:20:38 INFO test: loss: nan - UP: 67.76% UR: 3.51% UF: 6.67% P: 53.47% R: 2.77% F: 5.26%
91
+ 2024-03-24 01:20:45 INFO 0:00:10.639542s elapsed (saved)
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+
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+ 2024-03-24 01:20:45 INFO Epoch 5 / 5000:
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+ 2024-03-24 01:20:53 INFO lr: 4.9950e-05 - loss: nan - UP: 48.46% UR: 6.45% UF: 11.39% P: 46.20% R: 6.15% F: 10.86%
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+ 2024-03-24 01:20:54 INFO dev: loss: nan - UP: 57.34% UR: 5.04% UF: 9.26% P: 55.05% R: 4.83% F: 8.89%
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+ 2024-03-24 01:20:56 INFO test: loss: nan - UP: 54.04% UR: 3.25% UF: 6.14% P: 46.67% R: 2.81% F: 5.30%
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+ 2024-03-24 01:21:02 INFO 0:00:10.604994s elapsed (saved)
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+
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+ 2024-03-24 01:21:11 INFO lr: 4.9940e-05 - loss: 0.0234 - UP: 57.60% UR: 12.67% UF: 20.78% P: 56.51% R: 12.43% F: 20.38%
101
+ 2024-03-24 01:21:12 INFO dev: loss: nan - UP: 59.23% UR: 9.31% UF: 16.09% P: 58.21% R: 9.15% F: 15.81%
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+ 2024-03-24 01:21:13 INFO test: loss: nan - UP: 51.99% UR: 8.28% UF: 14.29% P: 48.01% R: 7.65% F: 13.19%
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+ 2024-03-24 01:21:20 INFO 0:00:10.573558s elapsed (saved)
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+
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+ 2024-03-24 01:22:23 INFO 0:00:10.635459s elapsed (saved)
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+ 2024-03-24 01:23:03 INFO 0:00:11.081372s elapsed (saved)
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+ 2024-03-24 01:23:22 INFO lr: 4.9850e-05 - loss: 0.0211 - UP: 76.66% UR: 41.55% UF: 53.89% P: 75.64% R: 40.99% F: 53.17%
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+ 2024-03-24 01:23:30 INFO 0:00:10.779917s elapsed (saved)
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+ 2024-03-24 01:23:38 INFO lr: 4.9840e-05 - loss: 0.0064 - UP: 73.25% UR: 48.36% UF: 58.26% P: 73.00% R: 48.19% F: 58.05%
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+ 2024-03-24 01:23:48 INFO 0:00:10.639065s elapsed (saved)
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+ 2024-03-24 01:23:56 INFO lr: 4.9830e-05 - loss: 0.0001 - UP: 78.41% UR: 49.66% UF: 60.81% P: 78.18% R: 49.51% F: 60.63%
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+ 2024-03-24 01:23:57 INFO dev: loss: nan - UP: 57.09% UR: 22.72% UF: 32.51% P: 53.85% R: 21.43% F: 30.66%
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+ 2024-03-24 01:24:07 INFO lr: 4.9820e-05 - loss: 0.0108 - UP: 76.99% UR: 52.14% UF: 62.17% P: 76.86% R: 52.05% F: 62.07%
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+ 2024-03-24 01:24:09 INFO test: loss: nan - UP: 51.36% UR: 21.87% UF: 30.68% P: 48.78% R: 20.77% F: 29.13%
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+ 2024-03-24 01:24:09 INFO 0:00:10.755641s elapsed
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+ 2024-03-24 01:24:18 INFO lr: 4.9810e-05 - loss: 0.0104 - UP: 83.04% UR: 56.64% UF: 67.34% P: 83.01% R: 56.61% F: 67.32%
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+ 2024-03-24 01:24:19 INFO dev: loss: nan - UP: 60.49% UR: 27.64% UF: 37.94% P: 59.35% R: 27.12% F: 37.22%
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+ 2024-03-24 01:24:20 INFO 0:00:11.218847s elapsed
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+ 2024-03-24 01:24:29 INFO lr: 4.9800e-05 - loss: 0.0042 - UP: 81.94% UR: 60.12% UF: 69.35% P: 81.91% R: 60.09% F: 69.32%
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+ 2024-03-24 01:24:30 INFO dev: loss: nan - UP: 57.66% UR: 28.04% UF: 37.73% P: 55.76% R: 27.12% F: 36.49%
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+ 2024-03-24 01:24:32 INFO test: loss: nan - UP: 51.32% UR: 24.72% UF: 33.37% P: 48.86% R: 23.54% F: 31.77%
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+ 2024-03-24 01:24:32 INFO 0:00:11.447123s elapsed
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+ 2024-03-24 01:24:41 INFO lr: 4.9790e-05 - loss: 0.0064 - UP: 85.15% UR: 63.03% UF: 72.44% P: 85.12% R: 63.00% F: 72.41%
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+ 2024-03-24 01:24:42 INFO dev: loss: nan - UP: 56.32% UR: 34.45% UF: 42.75% P: 55.07% R: 33.68% F: 41.80%
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+ 2024-03-24 01:24:50 INFO 0:00:11.833039s elapsed (saved)
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+ 2024-03-24 01:24:58 INFO lr: 4.9780e-05 - loss: 0.0056 - UP: 84.91% UR: 64.88% UF: 73.56% P: 84.88% R: 64.86% F: 73.53%
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+ 2024-03-24 01:24:59 INFO dev: loss: nan - UP: 60.57% UR: 28.16% UF: 38.45% P: 58.58% R: 27.24% F: 37.18%
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+ 2024-03-24 01:25:01 INFO test: loss: nan - UP: 53.08% UR: 24.55% UF: 33.57% P: 50.75% R: 23.47% F: 32.10%
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+ 2024-03-24 01:25:09 INFO lr: 4.9770e-05 - loss: 0.0035 - UP: 85.63% UR: 68.12% UF: 75.88% P: 85.58% R: 68.08% F: 75.84%
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+ 2024-03-24 01:25:10 INFO dev: loss: nan - UP: 57.27% UR: 33.16% UF: 42.00% P: 55.18% R: 31.95% F: 40.47%
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+ 2024-03-24 01:25:11 INFO test: loss: nan - UP: 48.29% UR: 29.77% UF: 36.83% P: 46.47% R: 28.65% F: 35.45%
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+ 2024-03-24 01:25:11 INFO 0:00:10.698605s elapsed
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+ 2024-03-24 01:25:20 INFO lr: 4.9760e-05 - loss: 0.0031 - UP: 85.42% UR: 71.65% UF: 77.93% P: 85.39% R: 71.62% F: 77.90%
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+ 2024-03-24 01:25:21 INFO dev: loss: nan - UP: 58.21% UR: 34.41% UF: 43.25% P: 56.17% R: 33.20% F: 41.73%
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+ 2024-03-24 01:25:22 INFO test: loss: nan - UP: 50.31% UR: 29.30% UF: 37.04% P: 48.46% R: 28.23% F: 35.67%
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+ 2024-03-24 01:25:22 INFO 0:00:10.926131s elapsed
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+ 2024-03-24 01:25:31 INFO lr: 4.9750e-05 - loss: 0.0020 - UP: 86.39% UR: 71.66% UF: 78.34% P: 86.30% R: 71.59% F: 78.26%
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+ 2024-03-24 01:25:32 INFO dev: loss: nan - UP: 47.06% UR: 38.32% UF: 42.24% P: 44.48% R: 36.22% F: 39.93%
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+ 2024-03-24 01:25:34 INFO test: loss: nan - UP: 41.86% UR: 34.10% UF: 37.58% P: 39.39% R: 32.09% F: 35.37%
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+ 2024-03-24 01:25:34 INFO 0:00:11.506728s elapsed
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+ 2024-03-24 01:25:43 INFO lr: 4.9740e-05 - loss: 0.0027 - UP: 84.90% UR: 69.25% UF: 76.28% P: 84.71% R: 69.09% F: 76.11%
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+ 2024-03-24 01:25:44 INFO dev: loss: nan - UP: 60.63% UR: 26.55% UF: 36.93% P: 58.97% R: 25.83% F: 35.92%
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+ 2024-03-24 01:25:45 INFO test: loss: nan - UP: 54.63% UR: 22.80% UF: 32.17% P: 52.30% R: 21.83% F: 30.80%
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+ 2024-03-24 01:25:54 INFO lr: 4.9730e-05 - loss: 0.0126 - UP: 83.47% UR: 68.64% UF: 75.33% P: 83.26% R: 68.46% F: 75.13%
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+ 2024-03-24 01:25:55 INFO dev: loss: nan - UP: 58.37% UR: 30.90% UF: 40.41% P: 56.77% R: 30.06% F: 39.30%
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+ 2024-03-24 01:25:57 INFO test: loss: nan - UP: 49.32% UR: 25.25% UF: 33.40% P: 46.76% R: 23.94% F: 31.67%
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+ 2024-03-24 01:25:57 INFO 0:00:11.314683s elapsed
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+ 2024-03-24 01:26:05 INFO lr: 4.9720e-05 - loss: 0.0160 - UP: 73.34% UR: 52.52% UF: 61.21% P: 72.59% R: 51.98% F: 60.58%
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+ 2024-03-24 01:26:06 INFO dev: loss: nan - UP: 60.11% UR: 31.63% UF: 41.45% P: 58.27% R: 30.66% F: 40.18%
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+ 2024-03-24 01:26:08 INFO test: loss: nan - UP: 54.47% UR: 24.19% UF: 33.50% P: 52.09% R: 23.14% F: 32.04%
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+ 2024-03-24 01:26:08 INFO 0:00:11.221619s elapsed
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+ 2024-03-24 01:26:16 INFO lr: 4.9710e-05 - loss: 0.0060 - UP: 82.20% UR: 58.12% UF: 68.09% P: 82.08% R: 58.03% F: 67.99%
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+ 2024-03-24 01:26:17 INFO dev: loss: nan - UP: 54.25% UR: 39.08% UF: 45.43% P: 52.52% R: 37.83% F: 43.98%
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+ 2024-03-24 01:26:19 INFO test: loss: nan - UP: 45.67% UR: 32.31% UF: 37.84% P: 43.73% R: 30.93% F: 36.23%
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+ 2024-03-24 01:26:25 INFO 0:00:11.112988s elapsed (saved)
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+ 2024-03-24 01:26:34 INFO lr: 4.9700e-05 - loss: 0.0027 - UP: 85.67% UR: 71.18% UF: 77.75% P: 85.56% R: 71.08% F: 77.65%
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+ 2024-03-24 01:26:35 INFO dev: loss: nan - UP: 59.73% UR: 35.01% UF: 44.15% P: 58.14% R: 34.09% F: 42.98%
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+ 2024-03-24 01:26:36 INFO test: loss: nan - UP: 48.98% UR: 27.97% UF: 35.61% P: 47.10% R: 26.90% F: 34.24%
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+ 2024-03-24 01:26:36 INFO 0:00:10.631431s elapsed
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+ 2024-03-24 01:26:44 INFO lr: 4.9690e-05 - loss: 0.0049 - UP: 88.39% UR: 72.93% UF: 79.92% P: 88.36% R: 72.91% F: 79.89%
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+ 2024-03-24 01:26:45 INFO dev: loss: nan - UP: 62.90% UR: 33.20% UF: 43.46% P: 60.76% R: 32.07% F: 41.98%
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+ 2024-03-24 01:26:47 INFO test: loss: nan - UP: 50.66% UR: 26.11% UF: 34.46% P: 48.52% R: 25.02% F: 33.01%
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+ 2024-03-24 01:26:47 INFO 0:00:10.688789s elapsed
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+ 2024-03-24 01:26:55 INFO lr: 4.9680e-05 - loss: 0.0036 - UP: 89.63% UR: 74.89% UF: 81.60% P: 89.53% R: 74.81% F: 81.51%
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+ 2024-03-24 01:26:56 INFO dev: loss: nan - UP: 60.19% UR: 38.92% UF: 47.27% P: 58.44% R: 37.79% F: 45.90%
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+ 2024-03-24 01:26:58 INFO test: loss: nan - UP: 49.70% UR: 31.31% UF: 38.42% P: 47.79% R: 30.11% F: 36.94%
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+ 2024-03-24 01:27:05 INFO 0:00:10.908865s elapsed (saved)
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+ 2024-03-24 01:27:13 INFO lr: 4.9670e-05 - loss: 0.0011 - UP: 90.41% UR: 77.18% UF: 83.27% P: 90.37% R: 77.15% F: 83.24%
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+ 2024-03-24 01:27:14 INFO dev: loss: nan - UP: 60.63% UR: 38.03% UF: 46.74% P: 58.83% R: 36.91% F: 45.36%
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+ 2024-03-24 01:27:15 INFO test: loss: nan - UP: 48.07% UR: 30.85% UF: 37.58% P: 46.07% R: 29.56% F: 36.01%
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+ 2024-03-24 01:27:24 INFO lr: 4.9660e-05 - loss: 0.0000 - UP: 90.36% UR: 79.97% UF: 84.85% P: 90.33% R: 79.95% F: 84.82%
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+ 2024-03-24 01:27:24 INFO dev: loss: nan - UP: 57.68% UR: 41.62% UF: 48.35% P: 55.89% R: 40.33% F: 46.85%
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+ 2024-03-24 01:27:41 INFO lr: 4.9650e-05 - loss: 0.0016 - UP: 91.23% UR: 82.00% UF: 86.37% P: 91.19% R: 81.96% F: 86.33%
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+ 2024-03-24 01:27:41 INFO dev: loss: nan - UP: 58.43% UR: 39.52% UF: 47.15% P: 56.22% R: 38.03% F: 45.37%
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+ 2024-03-24 01:27:51 INFO lr: 4.9640e-05 - loss: 0.0181 - UP: 91.94% UR: 82.63% UF: 87.04% P: 91.94% R: 82.63% F: 87.04%
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+ 2024-03-24 01:27:52 INFO dev: loss: nan - UP: 51.78% UR: 45.81% UF: 48.61% P: 49.95% R: 44.20% F: 46.90%
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+ 2024-03-24 01:27:54 INFO test: loss: nan - UP: 42.45% UR: 38.45% UF: 40.35% P: 40.63% R: 36.81% F: 38.63%
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+ 2024-03-24 01:28:09 INFO lr: 4.9630e-05 - loss: 0.0032 - UP: 90.41% UR: 81.38% UF: 85.66% P: 90.39% R: 81.36% F: 85.63%
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+ 2024-03-24 01:28:10 INFO dev: loss: nan - UP: 60.57% UR: 39.48% UF: 47.80% P: 58.47% R: 38.11% F: 46.15%
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+ 2024-03-24 01:28:20 INFO lr: 4.9620e-05 - loss: 0.0039 - UP: 92.92% UR: 82.72% UF: 87.52% P: 92.92% R: 82.72% F: 87.52%
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+ 2024-03-24 01:29:36 INFO 0:00:11.026948s elapsed (saved)
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+ 2024-03-24 01:29:54 INFO 0:00:10.566606s elapsed (saved)
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+ 2024-03-24 01:30:02 INFO lr: 4.9540e-05 - loss: 0.0023 - UP: 93.95% UR: 88.78% UF: 91.29% P: 93.95% R: 88.78% F: 91.29%
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+ 2024-03-24 01:30:04 INFO test: loss: nan - UP: 46.59% UR: 35.62% UF: 40.37% P: 44.79% R: 34.25% F: 38.82%
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+ 2024-03-24 01:30:11 INFO 0:00:10.583098s elapsed (saved)
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+ 2024-03-24 01:30:43 INFO 0:00:10.914689s elapsed
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+ 2024-03-24 01:30:53 INFO dev: loss: nan - UP: 62.84% UR: 40.81% UF: 49.49% P: 60.61% R: 39.36% F: 47.73%
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+ 2024-03-24 01:30:55 INFO 0:00:11.619782s elapsed
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+ 2024-03-24 01:31:05 INFO dev: loss: nan - UP: 67.23% UR: 35.37% UF: 46.36% P: 65.01% R: 34.21% F: 44.83%
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+ 2024-03-24 01:31:16 INFO dev: loss: nan - UP: 57.96% UR: 42.99% UF: 49.36% P: 55.95% R: 41.50% F: 47.65%
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+ 2024-03-24 01:31:18 INFO test: loss: nan - UP: 45.26% UR: 35.39% UF: 39.72% P: 43.34% R: 33.89% F: 38.04%
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+ 2024-03-24 01:31:18 INFO 0:00:11.316486s elapsed
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+ 2024-03-24 01:31:27 INFO dev: loss: nan - UP: 60.70% UR: 40.01% UF: 48.23% P: 58.19% R: 38.36% F: 46.24%
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+ 2024-03-24 01:31:29 INFO test: loss: nan - UP: 49.76% UR: 34.42% UF: 40.69% P: 47.83% R: 33.09% F: 39.12%
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+ 2024-03-24 01:31:29 INFO 0:00:11.207658s elapsed
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+ 2024-03-24 01:31:39 INFO dev: loss: nan - UP: 44.98% UR: 51.29% UF: 47.93% P: 42.86% R: 48.87% F: 45.67%
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+ 2024-03-24 01:31:40 INFO test: loss: nan - UP: 35.92% UR: 44.83% UF: 39.88% P: 34.02% R: 42.47% F: 37.78%
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+ 2024-03-24 01:31:40 INFO 0:00:11.093776s elapsed
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+ 2024-03-24 01:31:49 INFO lr: 4.9450e-05 - loss: 0.0452 - UP: 91.25% UR: 87.22% UF: 89.19% P: 91.15% R: 87.12% F: 89.09%
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+ 2024-03-24 01:31:50 INFO dev: loss: nan - UP: 44.82% UR: 49.64% UF: 47.10% P: 42.74% R: 47.34% F: 44.92%
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+ 2024-03-24 01:31:51 INFO test: loss: nan - UP: 35.69% UR: 41.77% UF: 38.49% P: 33.47% R: 39.17% F: 36.10%
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+ 2024-03-24 01:31:51 INFO 0:00:11.016026s elapsed
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+ 2024-03-24 01:32:00 INFO lr: 4.9440e-05 - loss: 0.0179 - UP: 74.60% UR: 55.36% UF: 63.56% P: 73.18% R: 54.30% F: 62.34%
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+ 2024-03-24 01:32:01 INFO dev: loss: nan - UP: 46.38% UR: 42.10% UF: 44.14% P: 43.85% R: 39.81% F: 41.73%
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+ 2024-03-24 01:32:02 INFO test: loss: nan - UP: 38.01% UR: 32.85% UF: 35.24% P: 35.79% R: 30.93% F: 33.18%
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+ 2024-03-24 01:32:02 INFO 0:00:10.959770s elapsed
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+ 2024-03-24 01:32:02 INFO Epoch 57 / 5000:
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+ 2024-03-24 01:32:11 INFO lr: 4.9430e-05 - loss: nan - UP: 72.61% UR: 47.08% UF: 57.12% P: 71.97% R: 46.67% F: 56.63%
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+ 2024-03-24 01:32:11 INFO dev: loss: nan - UP: 47.88% UR: 21.35% UF: 29.53% P: 45.17% R: 20.15% F: 27.86%
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+ 2024-03-24 01:32:13 INFO test: loss: nan - UP: 41.92% UR: 18.04% UF: 25.23% P: 38.54% R: 16.59% F: 23.19%
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+ 2024-03-24 01:32:13 INFO 0:00:10.924435s elapsed
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+ 2024-03-24 01:32:13 INFO Epoch 58 / 5000:
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+ 2024-03-24 01:32:21 INFO lr: 4.9420e-05 - loss: 0.0087 - UP: 77.66% UR: 48.02% UF: 59.34% P: 76.99% R: 47.61% F: 58.84%
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+ 2024-03-24 01:32:22 INFO dev: loss: nan - UP: 58.18% UR: 25.22% UF: 35.19% P: 55.30% R: 23.97% F: 33.45%
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+ 2024-03-24 01:32:24 INFO test: loss: nan - UP: 53.08% UR: 22.76% UF: 31.85% P: 50.27% R: 21.55% F: 30.17%
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+ 2024-03-24 01:32:24 INFO 0:00:10.908056s elapsed
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+ 2024-03-24 01:32:32 INFO lr: 4.9410e-05 - loss: 0.0073 - UP: 78.25% UR: 55.41% UF: 64.88% P: 77.75% R: 55.06% F: 64.47%
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+ 2024-03-24 01:32:33 INFO dev: loss: nan - UP: 52.64% UR: 35.37% UF: 42.31% P: 49.94% R: 33.56% F: 40.14%
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+ 2024-03-24 01:32:35 INFO test: loss: nan - UP: 44.55% UR: 28.23% UF: 34.56% P: 41.95% R: 26.58% F: 32.54%
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+ 2024-03-24 01:32:35 INFO 0:00:10.898254s elapsed
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+ 2024-03-24 01:32:35 INFO Epoch 60 / 5000:
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+ 2024-03-24 01:32:43 INFO lr: 4.9400e-05 - loss: 0.0023 - UP: 84.72% UR: 67.88% UF: 75.37% P: 84.62% R: 67.79% F: 75.28%
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+ 2024-03-24 01:32:44 INFO dev: loss: nan - UP: 54.98% UR: 35.78% UF: 43.35% P: 53.07% R: 34.53% F: 41.84%
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+ 2024-03-24 01:32:46 INFO test: loss: nan - UP: 46.62% UR: 29.26% UF: 35.96% P: 44.13% R: 27.70% F: 34.03%
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+ 2024-03-24 01:32:46 INFO 0:00:10.879436s elapsed
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+ 2024-03-24 01:32:46 INFO Epoch 61 / 5000:
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+ 2024-03-24 01:32:54 INFO lr: 4.9390e-05 - loss: 0.0036 - UP: 87.09% UR: 73.13% UF: 79.50% P: 86.93% R: 72.99% F: 79.35%
431
+ 2024-03-24 01:32:55 INFO dev: loss: nan - UP: 51.13% UR: 42.71% UF: 46.54% P: 49.45% R: 41.30% F: 45.01%
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+ 2024-03-24 01:32:57 INFO test: loss: nan - UP: 42.06% UR: 37.59% UF: 39.70% P: 40.28% R: 36.00% F: 38.02%
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+ 2024-03-24 01:32:57 INFO 0:00:10.916259s elapsed
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+ 2024-03-24 01:32:57 INFO Epoch 62 / 5000:
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+ 2024-03-24 01:33:05 INFO lr: 4.9380e-05 - loss: 0.0021 - UP: 89.68% UR: 79.11% UF: 84.06% P: 89.60% R: 79.03% F: 83.99%
437
+ 2024-03-24 01:33:06 INFO dev: loss: nan - UP: 58.26% UR: 35.66% UF: 44.24% P: 56.16% R: 34.37% F: 42.64%
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+ 2024-03-24 01:33:08 INFO test: loss: nan - UP: 49.21% UR: 31.61% UF: 38.49% P: 46.94% R: 30.15% F: 36.72%
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+ 2024-03-24 01:33:08 INFO 0:00:10.927049s elapsed
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+ 2024-03-24 01:33:16 INFO lr: 4.9370e-05 - loss: 0.0089 - UP: 91.60% UR: 84.44% UF: 87.88% P: 91.58% R: 84.41% F: 87.85%
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+ 2024-03-24 01:33:17 INFO dev: loss: nan - UP: 59.77% UR: 35.98% UF: 44.92% P: 57.90% R: 34.85% F: 43.51%
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+ 2024-03-24 01:33:18 INFO test: loss: nan - UP: 50.94% UR: 30.95% UF: 38.51% P: 48.85% R: 29.69% F: 36.93%
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+ 2024-03-24 01:33:18 INFO 0:00:10.942965s elapsed
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+ 2024-03-24 01:33:27 INFO lr: 4.9360e-05 - loss: 0.0024 - UP: 93.05% UR: 85.08% UF: 88.88% P: 93.02% R: 85.05% F: 88.86%
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+ 2024-03-24 01:33:28 INFO dev: loss: nan - UP: 55.77% UR: 40.69% UF: 47.05% P: 53.51% R: 39.04% F: 45.14%
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+ 2024-03-24 01:33:29 INFO test: loss: nan - UP: 46.57% UR: 34.61% UF: 39.71% P: 44.58% R: 33.13% F: 38.01%
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+ 2024-03-24 01:33:29 INFO 0:00:10.942988s elapsed
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+ 2024-03-24 01:33:38 INFO lr: 4.9350e-05 - loss: 0.0022 - UP: 93.64% UR: 87.39% UF: 90.41% P: 93.64% R: 87.39% F: 90.41%
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+ 2024-03-24 01:33:39 INFO dev: loss: nan - UP: 60.90% UR: 37.15% UF: 46.15% P: 58.78% R: 35.86% F: 44.54%
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+ 2024-03-24 01:33:40 INFO test: loss: nan - UP: 50.89% UR: 31.99% UF: 39.28% P: 48.91% R: 30.74% F: 37.75%
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+ 2024-03-24 01:33:40 INFO 0:00:10.966037s elapsed
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+ 2024-03-24 01:33:49 INFO lr: 4.9340e-05 - loss: 0.0015 - UP: 93.25% UR: 88.84% UF: 91.00% P: 93.25% R: 88.84% F: 91.00%
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+ 2024-03-24 01:33:50 INFO dev: loss: nan - UP: 60.08% UR: 37.83% UF: 46.43% P: 57.71% R: 36.34% F: 44.60%
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+ 2024-03-24 01:33:51 INFO test: loss: nan - UP: 50.19% UR: 32.69% UF: 39.59% P: 47.73% R: 31.08% F: 37.65%
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+ 2024-03-24 01:33:51 INFO 0:00:11.032021s elapsed
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+ 2024-03-24 01:34:00 INFO lr: 4.9330e-05 - loss: nan - UP: 94.23% UR: 89.16% UF: 91.62% P: 94.23% R: 89.16% F: 91.62%
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+ 2024-03-24 01:34:01 INFO dev: loss: nan - UP: 55.38% UR: 42.51% UF: 48.10% P: 52.65% R: 40.41% F: 45.73%
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+ 2024-03-24 01:34:03 INFO test: loss: nan - UP: 47.64% UR: 36.64% UF: 41.42% P: 45.58% R: 35.05% F: 39.63%
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+ 2024-03-24 01:34:03 INFO 0:00:11.150637s elapsed
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+ 2024-03-24 01:34:11 INFO lr: 4.9320e-05 - loss: 0.0024 - UP: 94.47% UR: 90.24% UF: 92.31% P: 94.44% R: 90.22% F: 92.28%
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+ 2024-03-24 01:34:12 INFO dev: loss: nan - UP: 57.02% UR: 42.39% UF: 48.62% P: 54.53% R: 40.53% F: 46.50%
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+ 2024-03-24 01:34:14 INFO test: loss: nan - UP: 48.10% UR: 36.66% UF: 41.61% P: 46.10% R: 35.14% F: 39.88%
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+ 2024-03-24 01:34:14 INFO 0:00:11.329482s elapsed
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+ 2024-03-24 01:34:22 INFO lr: 4.9310e-05 - loss: 0.0020 - UP: 93.85% UR: 90.24% UF: 92.01% P: 93.85% R: 90.24% F: 92.01%
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+ 2024-03-24 01:34:23 INFO dev: loss: nan - UP: 56.56% UR: 42.75% UF: 48.69% P: 54.16% R: 40.93% F: 46.63%
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+ 2024-03-24 01:34:25 INFO test: loss: nan - UP: 46.10% UR: 37.33% UF: 41.26% P: 44.22% R: 35.81% F: 39.58%
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+ 2024-03-24 01:34:25 INFO 0:00:11.087592s elapsed
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+ 2024-03-24 01:34:34 INFO lr: 4.9300e-05 - loss: 0.0013 - UP: 95.25% UR: 90.48% UF: 92.80% P: 95.22% R: 90.46% F: 92.78%
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+ 2024-03-24 01:34:34 INFO dev: loss: nan - UP: 57.69% UR: 38.84% UF: 46.42% P: 55.36% R: 37.27% F: 44.55%
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+ 2024-03-24 01:34:36 INFO test: loss: nan - UP: 50.29% UR: 34.61% UF: 41.00% P: 48.27% R: 33.21% F: 39.35%
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+ 2024-03-24 01:34:36 INFO 0:00:11.047215s elapsed
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+ 2024-03-24 01:34:45 INFO lr: 4.9290e-05 - loss: 0.0010 - UP: 93.93% UR: 92.03% UF: 92.97% P: 93.93% R: 92.03% F: 92.97%
491
+ 2024-03-24 01:34:46 INFO dev: loss: nan - UP: 61.98% UR: 38.03% UF: 47.14% P: 59.16% R: 36.30% F: 44.99%
492
+ 2024-03-24 01:34:47 INFO test: loss: nan - UP: 52.34% UR: 32.60% UF: 40.18% P: 50.27% R: 31.31% F: 38.59%
493
+ 2024-03-24 01:34:47 INFO 0:00:10.997548s elapsed
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+
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+ 2024-03-24 01:34:47 INFO Epoch 72 / 5000:
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+ 2024-03-24 01:34:56 INFO lr: 4.9280e-05 - loss: 0.0003 - UP: 92.36% UR: 90.44% UF: 91.39% P: 92.36% R: 90.44% F: 91.39%
497
+ 2024-03-24 01:34:57 INFO dev: loss: nan - UP: 64.62% UR: 29.73% UF: 40.73% P: 62.35% R: 28.69% F: 39.29%
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+ 2024-03-24 01:34:58 INFO test: loss: nan - UP: 59.51% UR: 25.31% UF: 35.52% P: 57.33% R: 24.38% F: 34.21%
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+ 2024-03-24 01:34:58 INFO 0:00:11.001402s elapsed
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+
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+ 2024-03-24 01:35:07 INFO lr: 4.9270e-05 - loss: 0.0001 - UP: 94.30% UR: 87.06% UF: 90.54% P: 94.28% R: 87.04% F: 90.51%
503
+ 2024-03-24 01:35:08 INFO dev: loss: nan - UP: 50.47% UR: 45.25% UF: 47.72% P: 48.49% R: 43.47% F: 45.85%
504
+ 2024-03-24 01:35:09 INFO test: loss: nan - UP: 42.84% UR: 40.57% UF: 41.67% P: 41.08% R: 38.90% F: 39.96%
505
+ 2024-03-24 01:35:09 INFO 0:00:11.019894s elapsed
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+
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+ 2024-03-24 01:35:18 INFO lr: 4.9260e-05 - loss: 0.0048 - UP: 91.41% UR: 86.45% UF: 88.86% P: 91.30% R: 86.34% F: 88.75%
509
+ 2024-03-24 01:35:18 INFO dev: loss: nan - UP: 52.31% UR: 43.88% UF: 47.72% P: 50.29% R: 42.18% F: 45.88%
510
+ 2024-03-24 01:35:20 INFO test: loss: nan - UP: 41.51% UR: 38.09% UF: 39.73% P: 39.80% R: 36.53% F: 38.10%
511
+ 2024-03-24 01:35:20 INFO 0:00:10.971492s elapsed
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+
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+ 2024-03-24 01:35:20 INFO Epoch 75 / 5000:
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+ 2024-03-24 01:35:29 INFO lr: 4.9250e-05 - loss: 0.0029 - UP: 91.92% UR: 85.76% UF: 88.74% P: 91.81% R: 85.65% F: 88.62%
515
+ 2024-03-24 01:35:29 INFO dev: loss: nan - UP: 59.67% UR: 34.93% UF: 44.07% P: 56.99% R: 33.36% F: 42.08%
516
+ 2024-03-24 01:35:31 INFO test: loss: nan - UP: 53.36% UR: 30.57% UF: 38.87% P: 50.55% R: 28.97% F: 36.83%
517
+ 2024-03-24 01:35:31 INFO 0:00:10.988540s elapsed
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+ 2024-03-24 01:35:31 INFO Epoch 76 / 5000:
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+ 2024-03-24 01:35:40 INFO lr: 4.9240e-05 - loss: 0.0010 - UP: 91.05% UR: 83.04% UF: 86.86% P: 90.97% R: 82.97% F: 86.79%
521
+ 2024-03-24 01:35:40 INFO dev: loss: nan - UP: 59.60% UR: 36.91% UF: 45.58% P: 57.38% R: 35.54% F: 43.89%
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+ 2024-03-24 01:35:42 INFO test: loss: nan - UP: 52.23% UR: 33.64% UF: 40.92% P: 50.16% R: 32.31% F: 39.30%
523
+ 2024-03-24 01:35:42 INFO 0:00:11.001980s elapsed
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+
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+ 2024-03-24 01:35:51 INFO Epoch 46 saved
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+ 2024-03-24 01:35:51 INFO dev: UP: 60.77% UR: 43.76% UF: 50.88% P: 58.81% R: 42.34% F: 49.24%
527
+ 2024-03-24 01:35:51 INFO test: UP: 46.59% UR: 35.62% UF: 40.37% P: 44.79% R: 34.25% F: 38.82%
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+ 2024-03-24 01:35:51 INFO 0:13:51.566058s elapsed, 0:00:10.941659s/epoch
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1
+ 2024-03-24 01:01:35 INFO
2
+ ---------------------+-------------------------------
3
+ Param | Value
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+ ---------------------+-------------------------------
5
+ lr | 5e-05
6
+ mu | 0.9
7
+ nu | 0.999
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+ eps | 1e-06
9
+ weight_decay | 0.0
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+ lr_rate | 1
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+ patience | 30
12
+ update-steps | 1
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+ warmup | 0.0
14
+ batch_size | 3000
15
+ update_steps | 1
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+ mode | train
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+ path | /home/marvin/structured-sentiment-analysis-bis/models/mpqa/sdp_byLength_asc/80/model_vi_mpqa_xlm_9
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+ device | 0
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+ seed | 1
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+ threads | 16
21
+ local_rank | -1
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+ feat | None
23
+ build | True
24
+ checkpoint | False
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+ encoder | bert
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+ max_len | None
27
+ buckets | 32
28
+ train | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/mpqa/head_final/sdp_byLength_asc/80/train.conllu
29
+ dev | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/mpqa/head_final/sdp_byLength_asc/80/dev.conllu
30
+ test | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/mpqa/head_final/sdp/test.conllu
31
+ embed | data/glove.6B.100d.txt
32
+ unk | unk
33
+ n_embed | 100
34
+ n_embed_proj | 125
35
+ bert | xlm-roberta-base
36
+ inference | mfvi
37
+ ---------------------+-------------------------------
38
+
39
+ 2024-03-24 01:01:35 INFO Building the fields
40
+ 2024-03-24 01:01:37 INFO CoNLL(
41
+ (words): SubwordField(pad=<pad>, unk=<unk>, bos=<s>)
42
+ (labels): ChartField()
43
+ )
44
+ 2024-03-24 01:01:37 INFO Building the model
45
+ 2024-03-24 01:01:39 INFO VISemanticDependencyModel(
46
+ (encoder): TransformerEmbedding(xlm-roberta-base, n_layers=4, n_out=768, stride=256, pooling=mean, pad_index=1, requires_grad=True)
47
+ (encoder_dropout): Dropout(p=0.33, inplace=False)
48
+ (edge_mlp_d): MLP(n_in=768, n_out=600, dropout=0.25)
49
+ (edge_mlp_h): MLP(n_in=768, n_out=600, dropout=0.25)
50
+ (label_mlp_d): MLP(n_in=768, n_out=600, dropout=0.33)
51
+ (label_mlp_h): MLP(n_in=768, n_out=600, dropout=0.33)
52
+ (edge_attn): Biaffine(n_in=600, bias_x=True, bias_y=True)
53
+ (label_attn): Biaffine(n_in=600, n_out=5, bias_x=True, bias_y=True)
54
+ (criterion): CrossEntropyLoss()
55
+ (pair_mlp_d): MLP(n_in=768, n_out=150, dropout=0.25)
56
+ (pair_mlp_h): MLP(n_in=768, n_out=150, dropout=0.25)
57
+ (pair_mlp_g): MLP(n_in=768, n_out=150, dropout=0.25)
58
+ (sib_attn): Triaffine(n_in=150, bias_x=True, bias_y=True)
59
+ (cop_attn): Triaffine(n_in=150, bias_x=True, bias_y=True)
60
+ (grd_attn): Triaffine(n_in=150, bias_x=True, bias_y=True)
61
+ (inference): SemanticDependencyMFVI(max_iter=3)
62
+ )
63
+
64
+ 2024-03-24 01:01:39 INFO Loading the data
65
+ 2024-03-24 01:01:46 INFO
66
+ train: Dataset(n_sentences=4697, n_batches=41, n_buckets=32)
67
+ dev: Dataset(n_sentences=1649, n_batches=32, n_buckets=32)
68
+ test: Dataset(n_sentences=2112, n_batches=35, n_buckets=32)
69
+
70
+ 2024-03-24 01:01:46 INFO Epoch 1 / 5000:
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+ 2024-03-24 01:01:55 INFO lr: 4.9990e-05 - loss: 0.0732 - UP: 0.29% UR: 3.00% UF: 0.52% P: 0.03% R: 0.34% F: 0.06%
72
+ 2024-03-24 01:01:56 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
73
+ 2024-03-24 01:01:57 INFO test: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
74
+ 2024-03-24 01:01:57 INFO 0:00:11.438983s elapsed
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+
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+ 2024-03-24 01:01:57 INFO Epoch 2 / 5000:
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+ 2024-03-24 01:02:05 INFO lr: 4.9980e-05 - loss: 0.0514 - UP: 6.67% UR: 0.12% UF: 0.24% P: 6.67% R: 0.12% F: 0.24%
78
+ 2024-03-24 01:02:06 INFO dev: loss: nan - UP: 18.92% UR: 0.28% UF: 0.56% P: 18.92% R: 0.28% F: 0.56%
79
+ 2024-03-24 01:02:08 INFO test: loss: nan - UP: 52.63% UR: 0.21% UF: 0.42% P: 42.11% R: 0.17% F: 0.34%
80
+ 2024-03-24 01:02:12 INFO 0:00:10.773506s elapsed (saved)
81
+
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+ 2024-03-24 01:02:12 INFO Epoch 3 / 5000:
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+ 2024-03-24 01:02:21 INFO lr: 4.9970e-05 - loss: 0.0531 - UP: 32.34% UR: 1.70% UF: 3.22% P: 28.90% R: 1.52% F: 2.88%
84
+ 2024-03-24 01:02:22 INFO dev: loss: nan - UP: 82.93% UR: 1.37% UF: 2.70% P: 73.17% R: 1.21% F: 2.38%
85
+ 2024-03-24 01:02:23 INFO test: loss: nan - UP: 72.46% UR: 1.06% UF: 2.08% P: 62.32% R: 0.91% F: 1.79%
86
+ 2024-03-24 01:02:30 INFO 0:00:10.798644s elapsed (saved)
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+
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+ 2024-03-24 01:02:30 INFO Epoch 4 / 5000:
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+ 2024-03-24 01:02:38 INFO lr: 4.9960e-05 - loss: 0.0289 - UP: 40.72% UR: 3.12% UF: 5.79% P: 36.16% R: 2.77% F: 5.14%
90
+ 2024-03-24 01:02:39 INFO dev: loss: nan - UP: 63.16% UR: 4.35% UF: 8.14% P: 57.89% R: 3.99% F: 7.46%
91
+ 2024-03-24 01:02:41 INFO test: loss: nan - UP: 61.97% UR: 3.72% UF: 7.02% P: 54.58% R: 3.27% F: 6.18%
92
+ 2024-03-24 01:02:48 INFO 0:00:10.874084s elapsed (saved)
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+
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+ 2024-03-24 01:02:48 INFO Epoch 5 / 5000:
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+ 2024-03-24 01:02:56 INFO lr: 4.9950e-05 - loss: nan - UP: 48.50% UR: 6.81% UF: 11.95% P: 46.62% R: 6.55% F: 11.48%
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+ 2024-03-24 01:02:57 INFO dev: loss: nan - UP: 85.25% UR: 2.10% UF: 4.09% P: 80.33% R: 1.97% F: 3.85%
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+ 2024-03-24 01:02:59 INFO test: loss: nan - UP: 72.88% UR: 1.82% UF: 3.55% P: 65.25% R: 1.63% F: 3.17%
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+ 2024-03-24 01:02:59 INFO 0:00:10.836300s elapsed
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+
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+ 2024-03-24 01:02:59 INFO Epoch 6 / 5000:
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+ 2024-03-24 01:03:07 INFO lr: 4.9940e-05 - loss: 0.0337 - UP: 52.11% UR: 6.55% UF: 11.63% P: 49.90% R: 6.27% F: 11.14%
102
+ 2024-03-24 01:03:08 INFO dev: loss: nan - UP: 53.14% UR: 11.24% UF: 18.56% P: 51.43% R: 10.88% F: 17.96%
103
+ 2024-03-24 01:03:10 INFO test: loss: nan - UP: 46.34% UR: 11.09% UF: 17.90% P: 43.34% R: 10.37% F: 16.74%
104
+ 2024-03-24 01:03:16 INFO 0:00:10.939697s elapsed (saved)
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+
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+ 2024-03-24 01:03:16 INFO Epoch 7 / 5000:
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+ 2024-03-24 01:03:25 INFO lr: 4.9930e-05 - loss: 0.0271 - UP: 57.89% UR: 15.15% UF: 24.02% P: 57.06% R: 14.94% F: 23.67%
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+ 2024-03-24 01:03:26 INFO dev: loss: nan - UP: 52.06% UR: 15.27% UF: 23.61% P: 51.37% R: 15.07% F: 23.30%
109
+ 2024-03-24 01:03:27 INFO test: loss: nan - UP: 48.53% UR: 13.23% UF: 20.79% P: 46.59% R: 12.70% F: 19.96%
110
+ 2024-03-24 01:03:34 INFO 0:00:10.861332s elapsed (saved)
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+
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+ 2024-03-24 01:03:34 INFO Epoch 8 / 5000:
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+ 2024-03-24 01:03:43 INFO lr: 4.9920e-05 - loss: 0.0187 - UP: 63.01% UR: 19.44% UF: 29.71% P: 62.43% R: 19.26% F: 29.43%
114
+ 2024-03-24 01:03:44 INFO dev: loss: nan - UP: 62.31% UR: 16.32% UF: 25.86% P: 60.00% R: 15.71% F: 24.90%
115
+ 2024-03-24 01:03:45 INFO test: loss: nan - UP: 54.45% UR: 12.28% UF: 20.03% P: 50.23% R: 11.32% F: 18.48%
116
+ 2024-03-24 01:03:52 INFO 0:00:10.867617s elapsed (saved)
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+
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+ 2024-03-24 01:03:52 INFO Epoch 9 / 5000:
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+ 2024-03-24 01:04:00 INFO lr: 4.9910e-05 - loss: 0.0252 - UP: 65.43% UR: 23.55% UF: 34.64% P: 64.53% R: 23.23% F: 34.16%
120
+ 2024-03-24 01:04:01 INFO dev: loss: nan - UP: 63.06% UR: 14.79% UF: 23.96% P: 61.68% R: 14.46% F: 23.43%
121
+ 2024-03-24 01:04:03 INFO test: loss: nan - UP: 52.18% UR: 11.37% UF: 18.67% P: 50.15% R: 10.92% F: 17.94%
122
+ 2024-03-24 01:04:03 INFO 0:00:10.826014s elapsed
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+
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+ 2024-03-24 01:04:03 INFO Epoch 10 / 5000:
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+ 2024-03-24 01:04:11 INFO lr: 4.9900e-05 - loss: 0.0092 - UP: 67.52% UR: 25.14% UF: 36.64% P: 67.00% R: 24.95% F: 36.36%
126
+ 2024-03-24 01:04:12 INFO dev: loss: nan - UP: 53.42% UR: 23.93% UF: 33.06% P: 51.98% R: 23.29% F: 32.16%
127
+ 2024-03-24 01:04:14 INFO test: loss: nan - UP: 46.43% UR: 21.97% UF: 29.83% P: 44.73% R: 21.17% F: 28.74%
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+ 2024-03-24 01:04:21 INFO 0:00:10.948581s elapsed (saved)
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+
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+ 2024-03-24 01:04:21 INFO Epoch 11 / 5000:
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+ 2024-03-24 01:04:29 INFO lr: 4.9890e-05 - loss: nan - UP: 68.88% UR: 36.14% UF: 47.41% P: 68.67% R: 36.03% F: 47.26%
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+ 2024-03-24 01:04:30 INFO dev: loss: nan - UP: 69.76% UR: 18.49% UF: 29.24% P: 67.78% R: 17.97% F: 28.41%
133
+ 2024-03-24 01:04:32 INFO test: loss: nan - UP: 63.24% UR: 14.03% UF: 22.96% P: 61.52% R: 13.65% F: 22.34%
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+ 2024-03-24 01:04:32 INFO 0:00:10.925437s elapsed
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+
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+ 2024-03-24 01:04:32 INFO Epoch 12 / 5000:
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+ 2024-03-24 01:04:40 INFO lr: 4.9880e-05 - loss: 0.0098 - UP: 72.95% UR: 39.70% UF: 51.42% P: 72.67% R: 39.55% F: 51.22%
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+ 2024-03-24 01:04:41 INFO dev: loss: nan - UP: 55.82% UR: 29.57% UF: 38.66% P: 54.30% R: 28.77% F: 37.61%
139
+ 2024-03-24 01:04:43 INFO test: loss: nan - UP: 45.97% UR: 23.73% UF: 31.30% P: 44.21% R: 22.82% F: 30.10%
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+ 2024-03-24 01:04:50 INFO 0:00:10.977034s elapsed (saved)
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+
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+ 2024-03-24 01:04:58 INFO lr: 4.9870e-05 - loss: 0.0106 - UP: 77.18% UR: 44.73% UF: 56.64% P: 77.14% R: 44.71% F: 56.61%
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+ 2024-03-24 01:04:59 INFO dev: loss: nan - UP: 66.79% UR: 21.88% UF: 32.96% P: 64.58% R: 21.15% F: 31.87%
145
+ 2024-03-24 01:05:00 INFO test: loss: nan - UP: 57.93% UR: 17.60% UF: 27.00% P: 55.08% R: 16.73% F: 25.67%
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+ 2024-03-24 01:05:00 INFO 0:00:10.895137s elapsed
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+
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+ 2024-03-24 01:05:09 INFO lr: 4.9860e-05 - loss: nan - UP: 77.84% UR: 45.26% UF: 57.24% P: 77.71% R: 45.19% F: 57.15%
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+ 2024-03-24 01:05:10 INFO dev: loss: nan - UP: 53.72% UR: 34.37% UF: 41.92% P: 51.70% R: 33.08% F: 40.34%
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+ 2024-03-24 01:05:11 INFO test: loss: nan - UP: 45.79% UR: 29.28% UF: 35.72% P: 43.21% R: 27.64% F: 33.71%
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+ 2024-03-24 01:05:18 INFO 0:00:11.012979s elapsed (saved)
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+
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+ 2024-03-24 01:05:27 INFO lr: 4.9850e-05 - loss: 0.0123 - UP: 78.39% UR: 49.46% UF: 60.66% P: 78.26% R: 49.38% F: 60.55%
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+ 2024-03-24 01:05:28 INFO dev: loss: nan - UP: 53.79% UR: 31.99% UF: 40.12% P: 52.44% R: 31.18% F: 39.11%
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+ 2024-03-24 01:05:29 INFO test: loss: nan - UP: 45.71% UR: 29.18% UF: 35.62% P: 44.26% R: 28.25% F: 34.49%
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+ 2024-03-24 01:05:29 INFO 0:00:10.917653s elapsed
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+
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+ 2024-03-24 01:05:38 INFO lr: 4.9840e-05 - loss: 0.0041 - UP: 80.26% UR: 54.76% UF: 65.10% P: 80.21% R: 54.72% F: 65.06%
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+ 2024-03-24 01:05:39 INFO dev: loss: nan - UP: 57.80% UR: 34.33% UF: 43.07% P: 56.17% R: 33.36% F: 41.86%
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+ 2024-03-24 01:05:40 INFO test: loss: nan - UP: 46.29% UR: 30.07% UF: 36.45% P: 44.34% R: 28.80% F: 34.92%
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+ 2024-03-24 01:05:47 INFO 0:00:11.009434s elapsed (saved)
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+
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+ 2024-03-24 01:05:56 INFO lr: 4.9830e-05 - loss: 0.0001 - UP: 81.70% UR: 57.06% UF: 67.19% P: 81.66% R: 57.03% F: 67.16%
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+ 2024-03-24 01:05:57 INFO dev: loss: nan - UP: 56.72% UR: 33.32% UF: 41.98% P: 55.35% R: 32.51% F: 40.96%
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+ 2024-03-24 01:05:58 INFO test: loss: nan - UP: 45.29% UR: 29.35% UF: 35.62% P: 43.53% R: 28.21% F: 34.23%
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+ 2024-03-24 01:05:58 INFO 0:00:10.887087s elapsed
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+
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+ 2024-03-24 01:07:22 INFO dev: loss: nan - UP: 55.87% UR: 38.15% UF: 45.34% P: 54.04% R: 36.91% F: 43.86%
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+ 2024-03-24 01:07:31 INFO 0:00:11.160377s elapsed (saved)
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+ 2024-03-24 01:07:39 INFO lr: 4.9750e-05 - loss: 0.0023 - UP: 84.94% UR: 70.01% UF: 76.76% P: 84.89% R: 69.96% F: 76.70%
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+ 2024-03-24 01:07:40 INFO dev: loss: nan - UP: 66.10% UR: 26.63% UF: 37.97% P: 64.80% R: 26.11% F: 37.22%
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+ 2024-03-24 01:07:42 INFO 0:00:10.896488s elapsed
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+ 2024-03-24 01:07:50 INFO lr: 4.9740e-05 - loss: 0.0023 - UP: 88.21% UR: 72.49% UF: 79.58% P: 88.21% R: 72.49% F: 79.58%
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+ 2024-03-24 01:07:51 INFO dev: loss: nan - UP: 58.09% UR: 37.03% UF: 45.23% P: 56.51% R: 36.02% F: 44.00%
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+ 2024-03-24 01:07:59 INFO 0:00:11.007689s elapsed (saved)
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+ 2024-03-24 01:08:08 INFO lr: 4.9730e-05 - loss: 0.0044 - UP: 87.91% UR: 75.27% UF: 81.10% P: 87.85% R: 75.22% F: 81.05%
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+ 2024-03-24 01:08:09 INFO dev: loss: nan - UP: 52.57% UR: 39.97% UF: 45.41% P: 50.56% R: 38.44% F: 43.67%
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+ 2024-03-24 01:08:10 INFO 0:00:10.865689s elapsed
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+ 2024-03-24 01:08:19 INFO lr: 4.9720e-05 - loss: 0.0032 - UP: 86.89% UR: 69.55% UF: 77.26% P: 86.20% R: 69.00% F: 76.64%
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+ 2024-03-24 01:08:21 INFO test: loss: nan - UP: 37.71% UR: 34.50% UF: 36.04% P: 35.80% R: 32.75% F: 34.21%
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+ 2024-03-24 01:08:21 INFO 0:00:11.026423s elapsed
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+ 2024-03-24 01:08:30 INFO lr: 4.9710e-05 - loss: 0.0008 - UP: 82.22% UR: 67.11% UF: 73.90% P: 81.95% R: 66.89% F: 73.66%
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+ 2024-03-24 01:08:40 INFO 0:00:11.572521s elapsed (saved)
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+ 2024-03-24 01:08:48 INFO lr: 4.9700e-05 - loss: 0.0024 - UP: 87.08% UR: 72.27% UF: 78.99% P: 87.05% R: 72.25% F: 78.96%
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+ 2024-03-24 01:08:49 INFO dev: loss: nan - UP: 49.01% UR: 45.77% UF: 47.33% P: 47.45% R: 44.32% F: 45.83%
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+ 2024-03-24 01:08:50 INFO test: loss: nan - UP: 38.69% UR: 38.05% UF: 38.37% P: 36.97% R: 36.36% F: 36.66%
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+ 2024-03-24 01:08:57 INFO 0:00:10.908043s elapsed (saved)
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+ 2024-03-24 01:09:06 INFO lr: 4.9690e-05 - loss: 0.0061 - UP: 85.59% UR: 73.97% UF: 79.35% P: 85.57% R: 73.96% F: 79.34%
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+ 2024-03-24 01:09:08 INFO test: loss: nan - UP: 51.78% UR: 26.05% UF: 34.66% P: 50.02% R: 25.16% F: 33.48%
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+ 2024-03-24 01:09:08 INFO 0:00:10.847710s elapsed
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+ 2024-03-24 01:09:17 INFO lr: 4.9680e-05 - loss: 0.0035 - UP: 89.73% UR: 77.69% UF: 83.27% P: 89.73% R: 77.69% F: 83.27%
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+ 2024-03-24 01:09:18 INFO dev: loss: nan - UP: 52.44% UR: 39.77% UF: 45.23% P: 50.64% R: 38.40% F: 43.68%
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+ 2024-03-24 01:09:19 INFO 0:00:10.953841s elapsed
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+ 2024-03-24 01:09:28 INFO lr: 4.9670e-05 - loss: 0.0003 - UP: 89.64% UR: 80.60% UF: 84.88% P: 89.57% R: 80.54% F: 84.82%
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+ 2024-03-24 01:09:29 INFO dev: loss: nan - UP: 61.13% UR: 35.17% UF: 44.65% P: 59.24% R: 34.09% F: 43.27%
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+ 2024-03-24 01:09:30 INFO 0:00:11.163799s elapsed
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+ 2024-03-24 01:09:40 INFO lr: 4.9660e-05 - loss: 0.0000 - UP: 91.22% UR: 80.98% UF: 85.80% P: 91.20% R: 80.97% F: 85.78%
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+ 2024-03-24 01:09:41 INFO dev: loss: nan - UP: 62.11% UR: 30.90% UF: 41.27% P: 60.24% R: 29.98% F: 40.03%
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+ 2024-03-24 01:09:42 INFO test: loss: nan - UP: 53.26% UR: 26.77% UF: 35.63% P: 51.41% R: 25.84% F: 34.39%
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+ 2024-03-24 01:09:42 INFO 0:00:11.803355s elapsed
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+ 2024-03-24 01:09:51 INFO lr: 4.9650e-05 - loss: 0.0014 - UP: 91.82% UR: 82.39% UF: 86.85% P: 91.81% R: 82.38% F: 86.84%
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+ 2024-03-24 01:09:52 INFO dev: loss: nan - UP: 59.34% UR: 36.99% UF: 45.57% P: 57.34% R: 35.74% F: 44.03%
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+ 2024-03-24 01:09:54 INFO test: loss: nan - UP: 46.84% UR: 32.73% UF: 38.53% P: 45.03% R: 31.46% F: 37.04%
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+ 2024-03-24 01:09:54 INFO 0:00:11.494310s elapsed
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+ 2024-03-24 01:10:03 INFO lr: 4.9640e-05 - loss: 0.0086 - UP: 91.94% UR: 83.75% UF: 87.66% P: 91.94% R: 83.75% F: 87.66%
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+ 2024-03-24 01:10:03 INFO dev: loss: nan - UP: 56.41% UR: 38.48% UF: 45.75% P: 54.52% R: 37.19% F: 44.22%
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+ 2024-03-24 01:10:05 INFO test: loss: nan - UP: 45.58% UR: 34.35% UF: 39.18% P: 43.76% R: 32.98% F: 37.61%
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+ 2024-03-24 01:10:05 INFO 0:00:11.371456s elapsed
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+ 2024-03-24 01:10:14 INFO lr: 4.9630e-05 - loss: 0.0022 - UP: 92.62% UR: 84.55% UF: 88.40% P: 92.59% R: 84.52% F: 88.37%
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+ 2024-03-24 01:10:16 INFO test: loss: nan - UP: 47.67% UR: 33.91% UF: 39.63% P: 45.95% R: 32.69% F: 38.20%
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+ 2024-03-24 01:10:16 INFO 0:00:11.339282s elapsed
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+ 2024-03-24 01:10:25 INFO lr: 4.9620e-05 - loss: 0.0027 - UP: 92.91% UR: 85.94% UF: 89.29% P: 92.90% R: 85.93% F: 89.28%
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+ 2024-03-24 01:10:26 INFO dev: loss: nan - UP: 57.22% UR: 40.73% UF: 47.59% P: 55.23% R: 39.32% F: 45.94%
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+ 2024-03-24 01:10:28 INFO test: loss: nan - UP: 47.05% UR: 34.02% UF: 39.48% P: 45.41% R: 32.83% F: 38.11%
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+ 2024-03-24 01:10:34 INFO 0:00:11.334676s elapsed (saved)
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+ 2024-03-24 01:10:43 INFO lr: 4.9610e-05 - loss: 0.0045 - UP: 91.94% UR: 85.43% UF: 88.56% P: 91.93% R: 85.41% F: 88.55%
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+ 2024-03-24 01:10:45 INFO test: loss: nan - UP: 49.37% UR: 33.36% UF: 39.82% P: 47.44% R: 32.05% F: 38.25%
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+ 2024-03-24 01:10:45 INFO 0:00:10.808066s elapsed
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+ 2024-03-24 01:10:53 INFO lr: 4.9600e-05 - loss: nan - UP: 92.21% UR: 85.32% UF: 88.63% P: 92.18% R: 85.29% F: 88.60%
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+ 2024-03-24 01:10:54 INFO dev: loss: nan - UP: 54.14% UR: 39.77% UF: 45.85% P: 52.55% R: 38.60% F: 44.51%
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+ 2024-03-24 01:10:56 INFO test: loss: nan - UP: 43.18% UR: 34.46% UF: 38.33% P: 41.36% R: 33.00% F: 36.71%
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+ 2024-03-24 01:10:56 INFO 0:00:10.873534s elapsed
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+ 2024-03-24 01:11:04 INFO lr: 4.9590e-05 - loss: 0.0034 - UP: 93.17% UR: 87.63% UF: 90.31% P: 93.17% R: 87.63% F: 90.31%
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+ 2024-03-24 01:11:05 INFO dev: loss: nan - UP: 58.41% UR: 34.85% UF: 43.65% P: 56.25% R: 33.56% F: 42.04%
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+ 2024-03-24 01:11:07 INFO test: loss: nan - UP: 47.48% UR: 31.06% UF: 37.55% P: 45.67% R: 29.88% F: 36.12%
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+ 2024-03-24 01:11:16 INFO lr: 4.9580e-05 - loss: 0.0006 - UP: 94.05% UR: 87.45% UF: 90.63% P: 94.02% R: 87.42% F: 90.60%
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+ 2024-03-24 01:11:17 INFO dev: loss: nan - UP: 52.64% UR: 42.10% UF: 46.79% P: 50.53% R: 40.41% F: 44.91%
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+ 2024-03-24 01:11:19 INFO test: loss: nan - UP: 42.77% UR: 36.97% UF: 39.66% P: 40.98% R: 35.43% F: 38.01%
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+ 2024-03-24 01:11:28 INFO lr: 4.9570e-05 - loss: 0.0017 - UP: 92.20% UR: 87.76% UF: 89.92% P: 92.14% R: 87.70% F: 89.86%
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+ 2024-03-24 01:11:29 INFO dev: loss: nan - UP: 56.92% UR: 40.09% UF: 47.04% P: 54.69% R: 38.52% F: 45.20%
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+ 2024-03-24 01:11:30 INFO test: loss: nan - UP: 46.43% UR: 35.05% UF: 39.95% P: 44.47% R: 33.57% F: 38.26%
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+ 2024-03-24 01:11:40 INFO dev: loss: nan - UP: 59.60% UR: 38.28% UF: 46.61% P: 57.21% R: 36.74% F: 44.75%
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+ 2024-03-24 01:11:42 INFO test: loss: nan - UP: 47.95% UR: 33.89% UF: 39.71% P: 46.13% R: 32.60% F: 38.20%
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+ 2024-03-24 01:11:52 INFO dev: loss: nan - UP: 56.23% UR: 38.92% UF: 46.00% P: 53.96% R: 37.35% F: 44.14%
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+ 2024-03-24 01:12:03 INFO dev: loss: nan - UP: 58.06% UR: 38.76% UF: 46.48% P: 55.94% R: 37.35% F: 44.79%
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+ 2024-03-24 01:12:04 INFO test: loss: nan - UP: 48.27% UR: 32.39% UF: 38.77% P: 46.66% R: 31.31% F: 37.48%
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+ 2024-03-24 01:12:14 INFO dev: loss: nan - UP: 59.28% UR: 41.42% UF: 48.77% P: 57.21% R: 39.97% F: 47.06%
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+ 2024-03-24 01:12:16 INFO test: loss: nan - UP: 48.38% UR: 35.71% UF: 41.09% P: 46.69% R: 34.46% F: 39.65%
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+ 2024-03-24 01:12:22 INFO 0:00:11.216069s elapsed (saved)
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+ 2024-03-24 01:12:30 INFO lr: 4.9520e-05 - loss: nan - UP: 90.25% UR: 84.41% UF: 87.23% P: 89.80% R: 83.99% F: 86.80%
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+ 2024-03-24 01:12:31 INFO dev: loss: nan - UP: 60.53% UR: 36.02% UF: 45.16% P: 59.04% R: 35.13% F: 44.05%
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+ 2024-03-24 01:12:33 INFO test: loss: nan - UP: 49.85% UR: 31.21% UF: 38.38% P: 47.62% R: 29.81% F: 36.67%
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+ 2024-03-24 01:12:41 INFO lr: 4.9510e-05 - loss: 0.0012 - UP: 85.10% UR: 77.12% UF: 80.91% P: 84.52% R: 76.59% F: 80.36%
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+ 2024-03-24 01:12:42 INFO dev: loss: nan - UP: 66.06% UR: 20.63% UF: 31.44% P: 63.10% R: 19.70% F: 30.03%
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+ 2024-03-24 01:13:43 INFO 0:00:10.843747s elapsed (saved)
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+ 2024-03-24 01:14:16 INFO 0:00:11.124361s elapsed
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+ 2024-03-24 01:14:28 INFO 0:00:11.911874s elapsed
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+ 2024-03-24 01:14:37 INFO lr: 4.9420e-05 - loss: 0.0010 - UP: 94.55% UR: 92.10% UF: 93.31% P: 94.55% R: 92.10% F: 93.31%
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+ 2024-03-24 01:14:48 INFO lr: 4.9410e-05 - loss: 0.0014 - UP: 95.24% UR: 91.74% UF: 93.46% P: 95.23% R: 91.73% F: 93.45%
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+ 2024-03-24 01:14:51 INFO test: loss: nan - UP: 49.62% UR: 34.67% UF: 40.82% P: 47.84% R: 33.42% F: 39.35%
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+ 2024-03-24 01:14:51 INFO 0:00:11.487247s elapsed
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+ 2024-03-24 01:15:00 INFO lr: 4.9400e-05 - loss: 0.0008 - UP: 96.31% UR: 92.98% UF: 94.62% P: 96.31% R: 92.98% F: 94.62%
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+ 2024-03-24 01:15:01 INFO dev: loss: nan - UP: 58.61% UR: 43.59% UF: 50.00% P: 56.61% R: 42.10% F: 48.29%
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+ 2024-03-24 01:15:02 INFO test: loss: nan - UP: 44.91% UR: 35.96% UF: 39.94% P: 43.19% R: 34.59% F: 38.41%
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+ 2024-03-24 01:15:02 INFO 0:00:11.339926s elapsed
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+ 2024-03-24 01:15:12 INFO dev: loss: nan - UP: 63.15% UR: 40.05% UF: 49.01% P: 60.48% R: 38.36% F: 46.94%
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+ 2024-03-24 01:15:13 INFO test: loss: nan - UP: 50.52% UR: 33.09% UF: 39.98% P: 48.61% R: 31.84% F: 38.48%
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+ 2024-03-24 01:15:13 INFO 0:00:11.264950s elapsed
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+ 2024-03-24 01:15:22 INFO lr: 4.9380e-05 - loss: 0.0006 - UP: 96.64% UR: 93.86% UF: 95.23% P: 96.60% R: 93.83% F: 95.20%
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+ 2024-03-24 01:15:25 INFO test: loss: nan - UP: 51.33% UR: 32.71% UF: 39.95% P: 49.24% R: 31.38% F: 38.33%
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+ 2024-03-24 01:15:25 INFO 0:00:11.210268s elapsed
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+ 2024-03-24 01:15:34 INFO dev: loss: nan - UP: 60.31% UR: 41.14% UF: 48.91% P: 58.00% R: 39.56% F: 47.04%
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+ 2024-03-24 01:15:36 INFO test: loss: nan - UP: 47.40% UR: 34.67% UF: 40.05% P: 45.44% R: 33.23% F: 38.39%
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+ 2024-03-24 01:15:36 INFO 0:00:11.187792s elapsed
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+ 2024-03-24 01:15:45 INFO lr: 4.9360e-05 - loss: 0.0012 - UP: 95.11% UR: 91.11% UF: 93.07% P: 95.11% R: 91.11% F: 93.07%
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+ 2024-03-24 01:15:47 INFO test: loss: nan - UP: 56.90% UR: 29.88% UF: 39.18% P: 54.25% R: 28.48% F: 37.35%
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+ 2024-03-24 01:15:47 INFO 0:00:11.136165s elapsed
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+ 2024-03-24 01:15:56 INFO lr: 4.9350e-05 - loss: 0.0023 - UP: 94.59% UR: 90.83% UF: 92.67% P: 94.52% R: 90.77% F: 92.61%
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+ 2024-03-24 01:15:57 INFO dev: loss: nan - UP: 70.19% UR: 28.65% UF: 40.69% P: 68.41% R: 27.92% F: 39.66%
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+ 2024-03-24 01:15:58 INFO test: loss: nan - UP: 59.88% UR: 25.92% UF: 36.18% P: 57.78% R: 25.02% F: 34.92%
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+ 2024-03-24 01:15:58 INFO 0:00:11.103664s elapsed
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+ 2024-03-24 01:15:58 INFO Epoch 66 / 5000:
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+ 2024-03-24 01:16:07 INFO lr: 4.9340e-05 - loss: 0.0018 - UP: 94.71% UR: 91.49% UF: 93.07% P: 94.61% R: 91.39% F: 92.97%
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+ 2024-03-24 01:16:08 INFO dev: loss: nan - UP: 68.11% UR: 32.96% UF: 44.42% P: 65.78% R: 31.83% F: 42.90%
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+ 2024-03-24 01:16:09 INFO test: loss: nan - UP: 54.64% UR: 29.88% UF: 38.63% P: 52.55% R: 28.73% F: 37.15%
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+ 2024-03-24 01:16:09 INFO 0:00:11.097437s elapsed
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+ 2024-03-24 01:16:09 INFO Epoch 67 / 5000:
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+ 2024-03-24 01:16:18 INFO lr: 4.9330e-05 - loss: nan - UP: 95.30% UR: 92.26% UF: 93.76% P: 95.25% R: 92.21% F: 93.71%
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+ 2024-03-24 01:16:19 INFO dev: loss: nan - UP: 66.37% UR: 32.59% UF: 43.72% P: 63.66% R: 31.27% F: 41.93%
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+ 2024-03-24 01:16:20 INFO test: loss: nan - UP: 55.32% UR: 29.20% UF: 38.22% P: 53.00% R: 27.97% F: 36.62%
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+ 2024-03-24 01:16:20 INFO 0:00:11.128189s elapsed
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+ 2024-03-24 01:16:20 INFO Epoch 68 / 5000:
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+ 2024-03-24 01:16:29 INFO lr: 4.9320e-05 - loss: 0.0008 - UP: 95.95% UR: 93.79% UF: 94.86% P: 95.95% R: 93.79% F: 94.86%
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+ 2024-03-24 01:16:30 INFO dev: loss: nan - UP: 58.85% UR: 41.38% UF: 48.59% P: 56.45% R: 39.69% F: 46.61%
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+ 2024-03-24 01:16:32 INFO test: loss: nan - UP: 46.89% UR: 36.43% UF: 41.00% P: 45.17% R: 35.09% F: 39.50%
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+ 2024-03-24 01:16:32 INFO 0:00:11.156004s elapsed
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+ 2024-03-24 01:16:32 INFO Epoch 69 / 5000:
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+ 2024-03-24 01:16:40 INFO lr: 4.9310e-05 - loss: 0.0005 - UP: 97.57% UR: 95.56% UF: 96.55% P: 97.57% R: 95.56% F: 96.55%
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+ 2024-03-24 01:16:41 INFO dev: loss: nan - UP: 62.64% UR: 41.54% UF: 49.95% P: 60.51% R: 40.13% F: 48.26%
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+ 2024-03-24 01:16:43 INFO test: loss: nan - UP: 48.91% UR: 35.98% UF: 41.46% P: 47.07% R: 34.63% F: 39.90%
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+ 2024-03-24 01:16:43 INFO 0:00:11.155225s elapsed
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+ 2024-03-24 01:16:43 INFO Epoch 70 / 5000:
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+ 2024-03-24 01:16:51 INFO lr: 4.9300e-05 - loss: 0.0009 - UP: 97.26% UR: 95.02% UF: 96.13% P: 97.26% R: 95.02% F: 96.13%
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+ 2024-03-24 01:16:52 INFO dev: loss: nan - UP: 60.34% UR: 38.20% UF: 46.78% P: 58.12% R: 36.78% F: 45.05%
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+ 2024-03-24 01:16:54 INFO test: loss: nan - UP: 48.56% UR: 31.69% UF: 38.35% P: 46.62% R: 30.42% F: 36.82%
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+ 2024-03-24 01:16:54 INFO 0:00:11.170029s elapsed
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+ 2024-03-24 01:16:54 INFO Epoch 71 / 5000:
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+ 2024-03-24 01:17:03 INFO lr: 4.9290e-05 - loss: 0.0010 - UP: 96.20% UR: 94.64% UF: 95.41% P: 96.20% R: 94.64% F: 95.41%
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+ 2024-03-24 01:17:04 INFO dev: loss: nan - UP: 58.90% UR: 44.40% UF: 50.63% P: 57.08% R: 43.03% F: 49.07%
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+ 2024-03-24 01:17:05 INFO test: loss: nan - UP: 46.56% UR: 37.21% UF: 41.36% P: 44.95% R: 35.92% F: 39.93%
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+ 2024-03-24 01:17:05 INFO 0:00:11.221391s elapsed
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+ 2024-03-24 01:17:05 INFO Epoch 72 / 5000:
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+ 2024-03-24 01:17:14 INFO lr: 4.9280e-05 - loss: 0.0326 - UP: 90.32% UR: 84.93% UF: 87.54% P: 90.02% R: 84.64% F: 87.25%
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+ 2024-03-24 01:17:15 INFO dev: loss: nan - UP: 55.87% UR: 26.63% UF: 36.07% P: 53.76% R: 25.62% F: 34.71%
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+ 2024-03-24 01:17:16 INFO test: loss: nan - UP: 47.56% UR: 20.62% UF: 28.77% P: 44.83% R: 19.44% F: 27.12%
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+ 2024-03-24 01:17:16 INFO 0:00:11.253748s elapsed
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+ 2024-03-24 01:17:16 INFO Epoch 73 / 5000:
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+ 2024-03-24 01:17:25 INFO lr: 4.9270e-05 - loss: 0.0008 - UP: 78.02% UR: 63.87% UF: 70.24% P: 77.39% R: 63.35% F: 69.67%
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+ 2024-03-24 01:17:26 INFO dev: loss: nan - UP: 62.50% UR: 19.54% UF: 29.77% P: 59.02% R: 18.45% F: 28.12%
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+ 2024-03-24 01:17:28 INFO test: loss: nan - UP: 56.60% UR: 16.86% UF: 25.98% P: 52.77% R: 15.72% F: 24.22%
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+ 2024-03-24 01:17:28 INFO 0:00:11.336711s elapsed
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+ 2024-03-24 01:17:28 INFO Epoch 74 / 5000:
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+ 2024-03-24 01:17:37 INFO lr: 4.9260e-05 - loss: 0.0042 - UP: 81.38% UR: 61.75% UF: 70.22% P: 80.68% R: 61.22% F: 69.62%
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+ 2024-03-24 01:17:38 INFO dev: loss: nan - UP: 52.62% UR: 37.67% UF: 43.91% P: 50.65% R: 36.26% F: 42.26%
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+ 2024-03-24 01:17:39 INFO test: loss: nan - UP: 42.34% UR: 31.76% UF: 36.29% P: 40.23% R: 30.17% F: 34.48%
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+ 2024-03-24 01:17:39 INFO 0:00:11.556604s elapsed
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+ 2024-03-24 01:17:39 INFO Epoch 75 / 5000:
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+ 2024-03-24 01:17:48 INFO lr: 4.9250e-05 - loss: 0.0061 - UP: 86.76% UR: 78.45% UF: 82.39% P: 86.60% R: 78.30% F: 82.24%
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+ 2024-03-24 01:17:49 INFO dev: loss: nan - UP: 59.79% UR: 36.66% UF: 45.45% P: 58.48% R: 35.86% F: 44.46%
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+ 2024-03-24 01:17:51 INFO test: loss: nan - UP: 50.32% UR: 31.57% UF: 38.80% P: 48.60% R: 30.49% F: 37.47%
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+ 2024-03-24 01:17:51 INFO 0:00:11.435055s elapsed
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+ 2024-03-24 01:17:51 INFO Epoch 76 / 5000:
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+ 2024-03-24 01:18:00 INFO lr: 4.9240e-05 - loss: 0.0012 - UP: 91.69% UR: 82.99% UF: 87.13% P: 91.64% R: 82.95% F: 87.08%
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+ 2024-03-24 01:18:01 INFO dev: loss: nan - UP: 55.30% UR: 40.98% UF: 47.07% P: 53.07% R: 39.32% F: 45.17%
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+ 2024-03-24 01:18:02 INFO test: loss: nan - UP: 47.14% UR: 34.61% UF: 39.91% P: 44.81% R: 32.90% F: 37.94%
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+ 2024-03-24 01:18:02 INFO 0:00:11.436623s elapsed
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+ 2024-03-24 01:18:11 INFO lr: 4.9230e-05 - loss: 0.0015 - UP: 92.37% UR: 88.33% UF: 90.30% P: 92.31% R: 88.27% F: 90.24%
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+ 2024-03-24 01:18:12 INFO dev: loss: nan - UP: 54.41% UR: 41.98% UF: 47.40% P: 52.79% R: 40.73% F: 45.99%
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+ 2024-03-24 01:18:14 INFO test: loss: nan - UP: 48.39% UR: 37.42% UF: 42.20% P: 46.17% R: 35.71% F: 40.27%
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+ 2024-03-24 01:18:14 INFO 0:00:11.427723s elapsed
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+ 2024-03-24 01:18:14 INFO Epoch 78 / 5000:
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+ 2024-03-24 01:18:22 INFO lr: 4.9220e-05 - loss: 0.0040 - UP: 93.26% UR: 86.27% UF: 89.63% P: 93.26% R: 86.27% F: 89.63%
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+ 2024-03-24 01:18:23 INFO dev: loss: nan - UP: 36.68% UR: 51.57% UF: 42.87% P: 35.07% R: 49.32% F: 40.99%
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+ 2024-03-24 01:18:25 INFO test: loss: nan - UP: 29.25% UR: 44.73% UF: 35.37% P: 27.70% R: 42.36% F: 33.50%
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+ 2024-03-24 01:18:25 INFO 0:00:11.385875s elapsed
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+ 2024-03-24 01:18:34 INFO lr: 4.9210e-05 - loss: 0.0035 - UP: 84.98% UR: 82.09% UF: 83.51% P: 84.96% R: 82.08% F: 83.50%
540
+ 2024-03-24 01:18:35 INFO dev: loss: nan - UP: 65.26% UR: 32.31% UF: 43.22% P: 63.79% R: 31.59% F: 42.25%
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+ 2024-03-24 01:18:36 INFO test: loss: nan - UP: 58.27% UR: 28.21% UF: 38.01% P: 56.44% R: 27.32% F: 36.82%
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+ 2024-03-24 01:18:36 INFO 0:00:11.365241s elapsed
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+ 2024-03-24 01:18:36 INFO Epoch 80 / 5000:
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+ 2024-03-24 01:18:45 INFO lr: 4.9200e-05 - loss: nan - UP: 89.54% UR: 83.28% UF: 86.30% P: 89.39% R: 83.14% F: 86.15%
546
+ 2024-03-24 01:18:46 INFO dev: loss: nan - UP: 49.19% UR: 45.00% UF: 47.00% P: 46.90% R: 42.91% F: 44.81%
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+ 2024-03-24 01:18:48 INFO test: loss: nan - UP: 41.36% UR: 37.38% UF: 39.27% P: 39.42% R: 35.62% F: 37.43%
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+ 2024-03-24 01:18:48 INFO 0:00:11.315752s elapsed
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+ 2024-03-24 01:18:48 INFO Epoch 81 / 5000:
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+ 2024-03-24 01:18:56 INFO lr: 4.9190e-05 - loss: 0.0024 - UP: 93.12% UR: 85.56% UF: 89.18% P: 93.06% R: 85.50% F: 89.12%
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+ 2024-03-24 01:18:57 INFO dev: loss: nan - UP: 53.71% UR: 44.92% UF: 48.92% P: 51.49% R: 43.07% F: 46.91%
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+ 2024-03-24 01:18:59 INFO test: loss: nan - UP: 46.77% UR: 37.88% UF: 41.86% P: 44.57% R: 36.11% F: 39.90%
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+ 2024-03-24 01:18:59 INFO 0:00:11.287502s elapsed
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+ 2024-03-24 01:19:08 INFO lr: 4.9180e-05 - loss: nan - UP: 94.57% UR: 90.48% UF: 92.48% P: 94.55% R: 90.47% F: 92.47%
558
+ 2024-03-24 01:19:09 INFO dev: loss: nan - UP: 53.87% UR: 41.74% UF: 47.04% P: 51.79% R: 40.13% F: 45.22%
559
+ 2024-03-24 01:19:10 INFO test: loss: nan - UP: 48.54% UR: 37.86% UF: 42.54% P: 46.59% R: 36.34% F: 40.83%
560
+ 2024-03-24 01:19:10 INFO 0:00:11.283317s elapsed
561
+
562
+ 2024-03-24 01:19:10 INFO Epoch 83 / 5000:
563
+ 2024-03-24 01:19:19 INFO lr: 4.9170e-05 - loss: 0.0017 - UP: 94.94% UR: 91.37% UF: 93.12% P: 94.94% R: 91.37% F: 93.12%
564
+ 2024-03-24 01:19:20 INFO dev: loss: nan - UP: 55.64% UR: 40.93% UF: 47.17% P: 53.72% R: 39.52% F: 45.54%
565
+ 2024-03-24 01:19:21 INFO test: loss: nan - UP: 48.51% UR: 36.15% UF: 41.43% P: 46.61% R: 34.73% F: 39.81%
566
+ 2024-03-24 01:19:21 INFO 0:00:11.212515s elapsed
567
+
568
+ 2024-03-24 01:19:30 INFO Epoch 53 saved
569
+ 2024-03-24 01:19:30 INFO dev: UP: 61.27% UR: 43.92% UF: 51.16% P: 59.47% R: 42.63% F: 49.66%
570
+ 2024-03-24 01:19:30 INFO test: UP: 48.36% UR: 36.17% UF: 41.39% P: 46.61% R: 34.86% F: 39.89%
571
+ 2024-03-24 01:19:30 INFO 0:15:28.185542s elapsed, 0:00:11.182958s/epoch