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models/opener_en/sdp_byGenAI_asc/40/model_vi_opener_en_roberta_6.train.log
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---------------------+-------------------------------
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Param | Value
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---------------------+-------------------------------
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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/opener_en/sdp_byGenAI_asc/40/model_vi_opener_en_roberta_6
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device |
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seed | 1
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threads | 16
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local_rank | -1
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inference | mfvi
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---------------------+-------------------------------
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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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(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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train: Dataset(n_sentences=696, n_batches=32, n_buckets=32)
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dev: Dataset(n_sentences=98, n_batches=26, n_buckets=26)
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test: Dataset(n_sentences=499, n_batches=32, n_buckets=32)
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2024-04-05 17:48:36 INFO test: loss: 0.2176 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
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2024-04-05 17:49:15 INFO dev: loss: nan - UP: 68.40% UR: 24.33% UF: 35.89% P: 66.51% R: 23.66% F: 34.90%
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2024-04-05 17:49:16 INFO test: loss: 0.0951 - UP: 75.94% UR: 24.48% UF: 37.02% P: 71.91% R: 23.18% F: 35.06%
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2024-04-05 17:52:10 INFO test: loss: 0.1700 - UP: 70.36% UR: 54.66% UF: 61.53% P: 65.50% R: 50.89% F: 57.28%
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2024-04-05 17:52:39 INFO test: loss: 0.2015 - UP: 70.71% UR: 56.53% UF: 62.83% P: 66.63% R: 53.27% F: 59.21%
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2024-04-05 17:52:54 INFO test: loss: 0.1690 - UP: 67.45% UR: 54.48% UF: 60.28% P: 62.52% R: 50.50% F: 55.87%
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| 546 |
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2024-04-05 17:52:57 INFO test: loss: 0.1634 - UP: 68.02% UR: 54.45% UF: 60.49% P: 63.57% R: 50.89% F: 56.53%
|
| 547 |
-
2024-04-05 17:52:57 INFO 0:00:02.562905s elapsed
|
| 548 |
-
|
| 549 |
-
2024-04-05 17:52:57 INFO Epoch 81 / 5000:
|
| 550 |
-
2024-04-05 17:52:59 INFO lr: 4.9190e-05 - loss: 0.0094 - UP: 96.21% UR: 92.55% UF: 94.34% P: 96.05% R: 92.40% F: 94.19%
|
| 551 |
-
2024-04-05 17:52:59 INFO dev: loss: nan - UP: 67.96% UR: 58.72% UF: 63.01% P: 60.78% R: 52.52% F: 56.35%
|
| 552 |
-
2024-04-05 17:52:59 INFO test: loss: 0.1758 - UP: 71.05% UR: 53.34% UF: 60.93% P: 65.42% R: 49.11% F: 56.10%
|
| 553 |
-
2024-04-05 17:52:59 INFO 0:00:02.574862s elapsed
|
| 554 |
-
|
| 555 |
-
2024-04-05 17:52:59 INFO Epoch 82 / 5000:
|
| 556 |
-
2024-04-05 17:53:01 INFO lr: 4.9180e-05 - loss: 0.0009 - UP: 96.80% UR: 94.21% UF: 95.49% P: 96.74% R: 94.15% F: 95.43%
|
| 557 |
-
2024-04-05 17:53:01 INFO dev: loss: nan - UP: 69.18% UR: 58.39% UF: 63.33% P: 63.02% R: 53.19% F: 57.69%
|
| 558 |
-
2024-04-05 17:53:02 INFO test: loss: 0.1675 - UP: 73.16% UR: 54.15% UF: 62.24% P: 68.68% R: 50.83% F: 58.42%
|
| 559 |
-
2024-04-05 17:53:02 INFO 0:00:02.599821s elapsed
|
| 560 |
-
|
| 561 |
-
2024-04-05 17:53:02 INFO Epoch 83 / 5000:
|
| 562 |
-
2024-04-05 17:53:04 INFO lr: 4.9170e-05 - loss: 0.0030 - UP: 97.40% UR: 96.24% UF: 96.82% P: 97.22% R: 96.07% F: 96.64%
|
| 563 |
-
2024-04-05 17:53:04 INFO dev: loss: nan - UP: 63.69% UR: 59.73% UF: 61.65% P: 57.96% R: 54.36% F: 56.10%
|
| 564 |
-
2024-04-05 17:53:04 INFO test: loss: 0.1813 - UP: 69.90% UR: 57.20% UF: 62.92% P: 65.22% R: 53.37% F: 58.70%
|
| 565 |
-
2024-04-05 17:53:04 INFO 0:00:02.579987s elapsed
|
| 566 |
-
|
| 567 |
-
2024-04-05 17:53:04 INFO Epoch 84 / 5000:
|
| 568 |
-
2024-04-05 17:53:06 INFO lr: 4.9160e-05 - loss: 0.0027 - UP: 97.55% UR: 95.42% UF: 96.47% P: 97.48% R: 95.36% F: 96.41%
|
| 569 |
-
2024-04-05 17:53:07 INFO dev: loss: nan - UP: 69.05% UR: 58.39% UF: 63.27% P: 61.90% R: 52.35% F: 56.73%
|
| 570 |
-
2024-04-05 17:53:07 INFO test: loss: 0.1810 - UP: 72.43% UR: 54.97% UF: 62.50% P: 67.90% R: 51.52% F: 58.59%
|
| 571 |
-
2024-04-05 17:53:07 INFO 0:00:02.604199s elapsed
|
| 572 |
-
|
| 573 |
-
2024-04-05 17:53:07 INFO Epoch 85 / 5000:
|
| 574 |
-
2024-04-05 17:53:09 INFO lr: 4.9150e-05 - loss: 0.0037 - UP: 97.77% UR: 96.39% UF: 97.08% P: 97.63% R: 96.26% F: 96.94%
|
| 575 |
-
2024-04-05 17:53:09 INFO dev: loss: nan - UP: 66.06% UR: 60.74% UF: 63.29% P: 58.21% R: 53.52% F: 55.77%
|
| 576 |
-
2024-04-05 17:53:10 INFO test: loss: 0.1815 - UP: 69.86% UR: 57.17% UF: 62.88% P: 65.22% R: 53.37% F: 58.70%
|
| 577 |
-
2024-04-05 17:53:10 INFO 0:00:02.626212s elapsed
|
| 578 |
-
|
| 579 |
-
2024-04-05 17:53:10 INFO Epoch 86 / 5000:
|
| 580 |
-
2024-04-05 17:53:12 INFO lr: 4.9140e-05 - loss: 0.0023 - UP: 98.36% UR: 97.00% UF: 97.67% P: 98.27% R: 96.91% F: 97.59%
|
| 581 |
-
2024-04-05 17:53:12 INFO dev: loss: nan - UP: 70.16% UR: 60.74% UF: 65.11% P: 62.98% R: 54.53% F: 58.45%
|
| 582 |
-
2024-04-05 17:53:12 INFO test: loss: 0.1990 - UP: 72.80% UR: 55.75% UF: 63.15% P: 67.32% R: 51.55% F: 58.39%
|
| 583 |
-
2024-04-05 17:53:12 INFO 0:00:02.613019s elapsed
|
| 584 |
-
|
| 585 |
-
2024-04-05 17:53:16 INFO Epoch 56 saved
|
| 586 |
-
2024-04-05 17:53:16 INFO dev: UP: 69.96% UR: 60.57% UF: 64.93% P: 65.70% R: 56.88% F: 60.97%
|
| 587 |
-
2024-04-05 17:53:16 INFO test: UP: 69.31% UR: 57.80% UF: 63.03% P: 64.21% R: 53.55% F: 58.39%
|
| 588 |
-
2024-04-05 17:53:16 INFO 0:03:45.305917s elapsed, 0:00:02.619836s/epoch
|
|
|
|
| 1 |
+
2025-10-27 22:14:21 INFO
|
| 2 |
---------------------+-------------------------------
|
| 3 |
Param | Value
|
| 4 |
---------------------+-------------------------------
|
|
|
|
| 14 |
update_steps | 1
|
| 15 |
mode | train
|
| 16 |
path | /home/marvin/structured-sentiment-analysis-bis/models/opener_en/sdp_byGenAI_asc/40/model_vi_opener_en_roberta_6
|
| 17 |
+
device | 1
|
| 18 |
seed | 1
|
| 19 |
threads | 16
|
| 20 |
local_rank | -1
|
|
|
|
| 35 |
inference | mfvi
|
| 36 |
---------------------+-------------------------------
|
| 37 |
|
| 38 |
+
2025-10-27 22:14:21 INFO Building the fields
|
| 39 |
+
2025-10-27 22:14:23 INFO CoNLL(
|
| 40 |
(words): SubwordField(pad=<pad>, unk=<unk>, bos=<s>)
|
| 41 |
(labels): ChartField()
|
| 42 |
)
|
| 43 |
+
2025-10-27 22:14:23 INFO Building the model
|
| 44 |
+
2025-10-27 22:14:25 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)
|
|
|
|
| 60 |
(inference): SemanticDependencyMFVI(max_iter=3)
|
| 61 |
)
|
| 62 |
|
| 63 |
+
2025-10-27 22:14:25 INFO Loading the data
|
| 64 |
+
2025-10-27 22:14:26 INFO
|
| 65 |
train: Dataset(n_sentences=696, n_batches=32, n_buckets=32)
|
| 66 |
dev: Dataset(n_sentences=98, n_batches=26, n_buckets=26)
|
| 67 |
test: Dataset(n_sentences=499, n_batches=32, n_buckets=32)
|
| 68 |
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|
models/opener_en/sdp_byGenAI_asc/40/model_vi_opener_en_xlm_6.train.log
CHANGED
|
@@ -1,4 +1,4 @@
|
|
| 1 |
-
|
| 2 |
---------------------+-------------------------------
|
| 3 |
Param | Value
|
| 4 |
---------------------+-------------------------------
|
|
@@ -14,7 +14,7 @@ warmup | 0.0
|
|
| 14 |
update_steps | 1
|
| 15 |
mode | train
|
| 16 |
path | /home/marvin/structured-sentiment-analysis-bis/models/opener_en/sdp_byGenAI_asc/40/model_vi_opener_en_xlm_6
|
| 17 |
-
device |
|
| 18 |
seed | 1
|
| 19 |
threads | 16
|
| 20 |
local_rank | -1
|
|
@@ -35,13 +35,13 @@ bert | xlm-roberta-base
|
|
| 35 |
inference | mfvi
|
| 36 |
---------------------+-------------------------------
|
| 37 |
|
| 38 |
-
|
| 39 |
-
|
| 40 |
(words): SubwordField(pad=<pad>, unk=<unk>, bos=<s>)
|
| 41 |
(labels): ChartField()
|
| 42 |
)
|
| 43 |
-
|
| 44 |
-
|
| 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)
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@@ -60,529 +60,9 @@ inference | mfvi
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(inference): SemanticDependencyMFVI(max_iter=3)
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)
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train: Dataset(n_sentences=696, n_batches=32, n_buckets=32)
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dev: Dataset(n_sentences=98, n_batches=26, n_buckets=26)
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test: Dataset(n_sentences=499, n_batches=32, n_buckets=32)
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2024-04-05 17:53:22 INFO Epoch 1 / 5000:
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2024-04-05 17:53:25 INFO lr: 4.9990e-05 - loss: 0.2128 - UP: 1.89% UR: 6.43% UF: 2.92% P: 0.95% R: 3.24% F: 1.47%
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2024-04-05 17:53:26 INFO dev: loss: nan - UP: 66.67% UR: 0.34% UF: 0.67% P: 33.33% R: 0.17% F: 0.33%
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2024-04-05 17:53:26 INFO test: loss: 0.1647 - UP: 75.00% UR: 0.45% UF: 0.90% P: 60.00% R: 0.36% F: 0.72%
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2024-04-05 17:53:31 INFO 0:00:03.734444s elapsed (saved)
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2024-04-05 17:53:31 INFO Epoch 2 / 5000:
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2024-04-05 17:53:33 INFO lr: 4.9980e-05 - loss: 0.1715 - UP: 47.24% UR: 4.62% UF: 8.42% P: 41.94% R: 4.10% F: 7.47%
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2024-04-05 17:53:33 INFO dev: loss: nan - UP: 68.60% UR: 9.90% UF: 17.30% P: 65.12% R: 9.40% F: 16.42%
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2024-04-05 17:53:34 INFO test: loss: 0.1276 - UP: 78.75% UR: 11.41% UF: 19.93% P: 75.00% R: 10.87% F: 18.98%
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2024-04-05 17:53:40 INFO 0:00:02.990518s elapsed (saved)
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2024-04-05 17:53:40 INFO Epoch 3 / 5000:
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2024-04-05 17:53:43 INFO lr: 4.9970e-05 - loss: 0.4099 - UP: 61.72% UR: 9.16% UF: 15.95% P: 57.50% R: 8.53% F: 14.86%
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2024-04-05 17:53:43 INFO dev: loss: nan - UP: 70.35% UR: 20.30% UF: 31.51% P: 66.28% R: 19.13% F: 29.69%
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2024-04-05 17:53:43 INFO test: loss: 0.0959 - UP: 70.43% UR: 21.49% UF: 32.93% P: 67.95% R: 20.74% F: 31.78%
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2024-04-05 17:53:50 INFO 0:00:03.123320s elapsed (saved)
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2024-04-05 17:53:50 INFO Epoch 4 / 5000:
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2024-04-05 17:53:53 INFO lr: 4.9960e-05 - loss: 0.1485 - UP: 62.62% UR: 16.93% UF: 26.65% P: 59.03% R: 15.96% F: 25.12%
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2024-04-05 17:53:53 INFO dev: loss: nan - UP: 73.76% UR: 25.00% UF: 37.34% P: 66.83% R: 22.65% F: 33.83%
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2024-04-05 17:53:53 INFO test: loss: 0.0933 - UP: 73.06% UR: 23.00% UF: 34.99% P: 68.65% R: 21.61% F: 32.87%
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2024-04-05 17:54:00 INFO 0:00:03.099171s elapsed (saved)
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2024-04-05 17:54:00 INFO Epoch 5 / 5000:
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2024-04-05 17:54:03 INFO lr: 4.9950e-05 - loss: 0.0512 - UP: 53.13% UR: 21.79% UF: 30.90% P: 50.82% R: 20.84% F: 29.56%
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2024-04-05 17:54:03 INFO dev: loss: nan - UP: 68.24% UR: 26.68% UF: 38.36% P: 63.95% R: 25.00% F: 35.95%
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2024-04-05 17:54:03 INFO test: loss: 0.0901 - UP: 72.22% UR: 24.87% UF: 37.00% P: 68.19% R: 23.48% F: 34.93%
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2024-04-05 17:54:10 INFO 0:00:03.117888s elapsed (saved)
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2024-04-05 17:54:10 INFO Epoch 6 / 5000:
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2024-04-05 17:54:13 INFO lr: 4.9940e-05 - loss: 0.0864 - UP: 62.43% UR: 27.16% UF: 37.86% P: 60.89% R: 26.50% F: 36.92%
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2024-04-05 17:54:13 INFO dev: loss: nan - UP: 65.31% UR: 21.48% UF: 32.32% P: 63.27% R: 20.81% F: 31.31%
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2024-04-05 17:54:13 INFO test: loss: 0.0893 - UP: 73.61% UR: 25.51% UF: 37.88% P: 71.08% R: 24.63% F: 36.58%
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2024-04-05 17:54:13 INFO 0:00:03.089067s elapsed
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2024-04-05 17:54:13 INFO Epoch 7 / 5000:
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2024-04-05 17:54:16 INFO lr: 4.9930e-05 - loss: 0.0473 - UP: 71.10% UR: 30.71% UF: 42.89% P: 69.55% R: 30.04% F: 41.95%
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2024-04-05 17:54:16 INFO dev: loss: nan - UP: 71.31% UR: 28.36% UF: 40.58% P: 68.35% R: 27.18% F: 38.90%
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2024-04-05 17:54:16 INFO test: loss: 0.0856 - UP: 73.66% UR: 29.37% UF: 41.99% P: 71.23% R: 28.40% F: 40.61%
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2024-04-05 17:54:23 INFO 0:00:03.040008s elapsed (saved)
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2024-04-05 17:54:23 INFO Epoch 8 / 5000:
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2024-04-05 17:54:25 INFO lr: 4.9920e-05 - loss: 0.0239 - UP: 74.41% UR: 33.08% UF: 45.80% P: 73.58% R: 32.71% F: 45.29%
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2024-04-05 17:54:26 INFO dev: loss: nan - UP: 79.70% UR: 27.01% UF: 40.35% P: 78.71% R: 26.68% F: 39.85%
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2024-04-05 17:54:26 INFO test: loss: 0.0915 - UP: 77.44% UR: 27.77% UF: 40.88% P: 74.83% R: 26.83% F: 39.50%
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2024-04-05 17:54:33 INFO 0:00:03.104469s elapsed (saved)
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2024-04-05 17:54:33 INFO Epoch 9 / 5000:
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2024-04-05 17:54:35 INFO lr: 4.9910e-05 - loss: 0.0683 - UP: 76.30% UR: 37.81% UF: 50.56% P: 75.60% R: 37.46% F: 50.10%
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2024-04-05 17:54:35 INFO dev: loss: nan - UP: 69.07% UR: 33.72% UF: 45.32% P: 64.26% R: 31.38% F: 42.16%
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2024-04-05 17:54:36 INFO test: loss: 0.0924 - UP: 68.88% UR: 35.68% UF: 47.01% P: 65.50% R: 33.93% F: 44.70%
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2024-04-05 17:54:43 INFO 0:00:03.104585s elapsed (saved)
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2024-04-05 17:54:43 INFO Epoch 10 / 5000:
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2024-04-05 17:54:45 INFO lr: 4.9900e-05 - loss: 0.0192 - UP: 78.91% UR: 46.47% UF: 58.49% P: 78.47% R: 46.21% F: 58.17%
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2024-04-05 17:54:45 INFO dev: loss: nan - UP: 66.29% UR: 38.93% UF: 49.05% P: 61.43% R: 36.07% F: 45.45%
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2024-04-05 17:54:46 INFO test: loss: 0.0963 - UP: 64.35% UR: 39.72% UF: 49.12% P: 61.27% R: 37.82% F: 46.77%
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2024-04-05 17:54:52 INFO 0:00:03.066078s elapsed (saved)
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2024-04-05 17:54:52 INFO Epoch 11 / 5000:
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2024-04-05 17:54:55 INFO lr: 4.9890e-05 - loss: 0.0246 - UP: 78.18% UR: 46.73% UF: 58.49% P: 77.53% R: 46.34% F: 58.01%
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2024-04-05 17:54:55 INFO dev: loss: nan - UP: 70.22% UR: 37.58% UF: 48.96% P: 67.08% R: 35.91% F: 46.78%
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2024-04-05 17:54:55 INFO test: loss: 0.0840 - UP: 68.30% UR: 38.30% UF: 49.08% P: 64.96% R: 36.43% F: 46.68%
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2024-04-05 17:55:02 INFO 0:00:03.079365s elapsed (saved)
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2024-04-05 17:55:02 INFO Epoch 12 / 5000:
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2024-04-05 17:55:05 INFO lr: 4.9880e-05 - loss: 0.0172 - UP: 73.72% UR: 49.67% UF: 59.35% P: 73.11% R: 49.26% F: 58.86%
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2024-04-05 17:55:05 INFO dev: loss: nan - UP: 73.73% UR: 29.19% UF: 41.83% P: 69.49% R: 27.52% F: 39.42%
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2024-04-05 17:55:05 INFO test: loss: 0.1079 - UP: 76.93% UR: 29.49% UF: 42.64% P: 72.60% R: 27.83% F: 40.24%
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2024-04-05 17:55:05 INFO 0:00:03.048953s elapsed
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2024-04-05 17:55:05 INFO Epoch 13 / 5000:
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2024-04-05 17:55:08 INFO lr: 4.9870e-05 - loss: 0.0243 - UP: 77.13% UR: 51.85% UF: 62.01% P: 76.33% R: 51.31% F: 61.36%
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2024-04-05 17:55:08 INFO dev: loss: nan - UP: 73.55% UR: 34.06% UF: 46.56% P: 67.39% R: 31.21% F: 42.66%
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2024-04-05 17:55:08 INFO test: loss: 0.0924 - UP: 75.90% UR: 33.84% UF: 46.81% P: 72.31% R: 32.24% F: 44.59%
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2024-04-05 17:55:08 INFO 0:00:03.019948s elapsed
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2024-04-05 17:55:08 INFO Epoch 14 / 5000:
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2024-04-05 17:55:11 INFO lr: 4.9860e-05 - loss: 0.0221 - UP: 83.40% UR: 54.57% UF: 65.97% P: 82.11% R: 53.72% F: 64.95%
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2024-04-05 17:55:11 INFO dev: loss: nan - UP: 56.83% UR: 52.35% UF: 54.50% P: 51.91% R: 47.82% F: 49.78%
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2024-04-05 17:55:11 INFO test: loss: 0.1021 - UP: 59.96% UR: 51.04% UF: 55.14% P: 56.24% R: 47.87% F: 51.72%
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2024-04-05 17:55:18 INFO 0:00:03.056454s elapsed (saved)
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2024-04-05 17:55:18 INFO Epoch 15 / 5000:
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2024-04-05 17:55:20 INFO lr: 4.9850e-05 - loss: 0.0269 - UP: 79.79% UR: 52.86% UF: 63.59% P: 79.14% R: 52.43% F: 63.07%
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2024-04-05 17:55:21 INFO dev: loss: nan - UP: 58.26% UR: 47.32% UF: 52.22% P: 54.75% R: 44.46% F: 49.07%
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2024-04-05 17:55:21 INFO test: loss: 0.0969 - UP: 60.70% UR: 48.20% UF: 53.73% P: 57.70% R: 45.82% F: 51.08%
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2024-04-05 17:55:21 INFO 0:00:03.006402s elapsed
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2024-04-05 17:55:21 INFO Epoch 16 / 5000:
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2024-04-05 17:55:23 INFO lr: 4.9840e-05 - loss: 0.0322 - UP: 80.42% UR: 58.00% UF: 67.39% P: 79.37% R: 57.24% F: 66.52%
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2024-04-05 17:55:24 INFO dev: loss: nan - UP: 65.26% UR: 41.61% UF: 50.82% P: 60.53% R: 38.59% F: 47.13%
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2024-04-05 17:55:24 INFO test: loss: 0.0949 - UP: 67.20% UR: 41.99% UF: 51.68% P: 63.67% R: 39.78% F: 48.97%
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2024-04-05 17:55:24 INFO 0:00:03.016004s elapsed
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2024-04-05 17:55:24 INFO Epoch 17 / 5000:
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2024-04-05 17:55:26 INFO lr: 4.9830e-05 - loss: 0.0114 - UP: 86.23% UR: 62.32% UF: 72.35% P: 85.90% R: 62.08% F: 72.07%
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2024-04-05 17:55:27 INFO dev: loss: nan - UP: 62.86% UR: 55.37% UF: 58.88% P: 58.48% R: 51.51% F: 54.77%
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2024-04-05 17:55:27 INFO test: loss: 0.1059 - UP: 59.15% UR: 51.31% UF: 54.95% P: 54.77% R: 47.51% F: 50.88%
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2024-04-05 17:55:34 INFO 0:00:03.008723s elapsed (saved)
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2024-04-05 17:55:34 INFO Epoch 18 / 5000:
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2024-04-05 17:55:36 INFO lr: 4.9820e-05 - loss: 0.0110 - UP: 84.34% UR: 69.92% UF: 76.46% P: 84.06% R: 69.68% F: 76.20%
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2024-04-05 17:55:36 INFO dev: loss: nan - UP: 65.12% UR: 49.50% UF: 56.24% P: 59.60% R: 45.30% F: 51.48%
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2024-04-05 17:55:37 INFO test: loss: 0.1051 - UP: 65.21% UR: 47.24% UF: 54.79% P: 61.75% R: 44.73% F: 51.88%
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2024-04-05 17:55:37 INFO 0:00:03.096218s elapsed
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2024-04-05 17:55:37 INFO Epoch 19 / 5000:
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2024-04-05 17:55:39 INFO lr: 4.9810e-05 - loss: 0.0171 - UP: 86.58% UR: 67.85% UF: 76.08% P: 85.64% R: 67.11% F: 75.25%
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2024-04-05 17:55:39 INFO dev: loss: nan - UP: 71.88% UR: 49.33% UF: 58.51% P: 66.01% R: 45.30% F: 53.73%
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2024-04-05 17:55:40 INFO test: loss: 0.1041 - UP: 70.38% UR: 44.04% UF: 54.18% P: 66.62% R: 41.68% F: 51.28%
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2024-04-05 17:55:40 INFO 0:00:03.016395s elapsed
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2024-04-05 17:55:40 INFO Epoch 20 / 5000:
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2024-04-05 17:55:42 INFO lr: 4.9800e-05 - loss: 0.0113 - UP: 88.21% UR: 69.94% UF: 78.02% P: 87.66% R: 69.51% F: 77.54%
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2024-04-05 17:55:42 INFO dev: loss: nan - UP: 64.76% UR: 51.17% UF: 57.17% P: 60.30% R: 47.65% F: 53.23%
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2024-04-05 17:55:43 INFO test: loss: 0.1344 - UP: 67.58% UR: 47.57% UF: 55.84% P: 60.51% R: 42.59% F: 49.99%
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2024-04-05 17:55:43 INFO 0:00:03.014487s elapsed
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2024-04-05 17:55:43 INFO Epoch 21 / 5000:
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2024-04-05 17:55:45 INFO lr: 4.9790e-05 - loss: 0.0811 - UP: 88.72% UR: 72.21% UF: 79.62% P: 88.22% R: 71.80% F: 79.17%
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2024-04-05 17:55:45 INFO dev: loss: nan - UP: 66.45% UR: 51.51% UF: 58.03% P: 63.42% R: 49.16% F: 55.39%
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2024-04-05 17:55:46 INFO test: loss: 0.1131 - UP: 67.36% UR: 49.77% UF: 57.25% P: 63.11% R: 46.63% F: 53.64%
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2024-04-05 17:55:53 INFO 0:00:03.043025s elapsed (saved)
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2024-04-05 17:55:53 INFO Epoch 22 / 5000:
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2024-04-05 17:55:55 INFO lr: 4.9780e-05 - loss: 0.0208 - UP: 88.95% UR: 73.72% UF: 80.62% P: 88.87% R: 73.66% F: 80.55%
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2024-04-05 17:55:55 INFO dev: loss: nan - UP: 68.83% UR: 51.51% UF: 58.93% P: 63.90% R: 47.82% F: 54.70%
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2024-04-05 17:55:56 INFO test: loss: 0.1042 - UP: 66.04% UR: 46.48% UF: 54.56% P: 61.92% R: 43.59% F: 51.16%
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2024-04-05 17:55:56 INFO 0:00:03.108173s elapsed
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2024-04-05 17:55:56 INFO Epoch 23 / 5000:
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2024-04-05 17:55:58 INFO lr: 4.9770e-05 - loss: 0.0095 - UP: 86.82% UR: 72.12% UF: 78.79% P: 86.66% R: 71.99% F: 78.65%
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2024-04-05 17:55:58 INFO dev: loss: nan - UP: 70.62% UR: 50.00% UF: 58.55% P: 66.35% R: 46.98% F: 55.01%
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2024-04-05 17:55:59 INFO test: loss: 0.1121 - UP: 73.57% UR: 43.43% UF: 54.62% P: 69.43% R: 40.99% F: 51.55%
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2024-04-05 17:55:59 INFO 0:00:03.103677s elapsed
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2024-04-05 17:55:59 INFO Epoch 24 / 5000:
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2024-04-05 17:56:01 INFO lr: 4.9760e-05 - loss: 0.0094 - UP: 88.37% UR: 75.79% UF: 81.60% P: 88.02% R: 75.49% F: 81.27%
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2024-04-05 17:56:02 INFO dev: loss: nan - UP: 71.59% UR: 52.01% UF: 60.25% P: 67.67% R: 49.16% F: 56.95%
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2024-04-05 17:56:02 INFO test: loss: 0.1275 - UP: 71.36% UR: 46.69% UF: 56.45% P: 65.59% R: 42.92% F: 51.89%
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2024-04-05 17:56:09 INFO 0:00:03.113421s elapsed (saved)
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2024-04-05 17:56:09 INFO Epoch 25 / 5000:
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2024-04-05 17:56:11 INFO lr: 4.9750e-05 - loss: 0.0181 - UP: 87.73% UR: 75.34% UF: 81.06% P: 87.55% R: 75.19% F: 80.90%
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2024-04-05 17:56:11 INFO dev: loss: nan - UP: 72.33% UR: 44.30% UF: 54.94% P: 68.22% R: 41.78% F: 51.82%
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2024-04-05 17:56:12 INFO test: loss: 0.1065 - UP: 75.09% UR: 44.58% UF: 55.95% P: 70.92% R: 42.11% F: 52.84%
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2024-04-05 17:56:12 INFO 0:00:03.117947s elapsed
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2024-04-05 17:56:12 INFO Epoch 26 / 5000:
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2024-04-05 17:56:14 INFO lr: 4.9740e-05 - loss: 0.0286 - UP: 91.23% UR: 79.79% UF: 85.13% P: 91.14% R: 79.70% F: 85.04%
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2024-04-05 17:56:14 INFO dev: loss: nan - UP: 68.09% UR: 53.69% UF: 60.04% P: 63.19% R: 49.83% F: 55.72%
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2024-04-05 17:56:15 INFO test: loss: 0.1247 - UP: 70.49% UR: 49.74% UF: 58.33% P: 65.87% R: 46.48% F: 54.50%
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2024-04-05 17:56:15 INFO 0:00:03.130944s elapsed
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2024-04-05 17:56:15 INFO Epoch 27 / 5000:
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2024-04-05 17:56:17 INFO lr: 4.9730e-05 - loss: 0.0144 - UP: 89.26% UR: 73.96% UF: 80.89% P: 89.18% R: 73.89% F: 80.82%
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2024-04-05 17:56:18 INFO dev: loss: nan - UP: 65.75% UR: 52.18% UF: 58.19% P: 61.95% R: 49.16% F: 54.82%
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2024-04-05 17:58:13 INFO test: loss: 0.1288 - UP: 71.76% UR: 52.70% UF: 60.77% P: 65.80% R: 48.32% F: 55.73%
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2024-04-05 17:58:26 INFO test: loss: 0.1312 - UP: 70.30% UR: 55.81% UF: 62.22% P: 65.25% R: 51.80% F: 57.75%
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2024-04-05 17:58:29 INFO test: loss: 0.1428 - UP: 68.42% UR: 55.12% UF: 61.05% P: 63.58% R: 51.22% F: 56.74%
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2024-04-05 17:58:32 INFO test: loss: 0.1677 - UP: 68.82% UR: 52.76% UF: 59.73% P: 62.40% R: 47.84% F: 54.16%
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2024-04-05 17:58:35 INFO dev: loss: nan - UP: 56.97% UR: 61.74% UF: 59.26% P: 52.48% R: 56.88% F: 54.59%
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2024-04-05 17:58:35 INFO test: loss: 0.1647 - UP: 61.46% UR: 57.86% UF: 59.61% P: 55.98% R: 52.70% F: 54.29%
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2024-04-05 17:58:38 INFO dev: loss: nan - UP: 67.76% UR: 55.37% UF: 60.94% P: 62.83% R: 51.34% F: 56.51%
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2024-04-05 17:58:38 INFO test: loss: 0.1427 - UP: 71.82% UR: 52.07% UF: 60.37% P: 68.28% R: 49.50% F: 57.39%
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2024-04-05 17:58:41 INFO dev: loss: nan - UP: 75.81% UR: 54.70% UF: 63.55% P: 70.00% R: 50.50% F: 58.67%
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2024-04-05 17:58:41 INFO test: loss: 0.1618 - UP: 74.38% UR: 50.47% UF: 60.13% P: 69.26% R: 47.00% F: 56.00%
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2024-04-05 17:58:44 INFO dev: loss: nan - UP: 68.81% UR: 61.07% UF: 64.71% P: 63.71% R: 56.54% F: 59.91%
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2024-04-05 17:58:44 INFO test: loss: 0.1650 - UP: 67.51% UR: 56.38% UF: 61.45% P: 63.06% R: 52.67% F: 57.40%
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2024-04-05 17:58:47 INFO dev: loss: nan - UP: 72.16% UR: 58.72% UF: 64.75% P: 66.80% R: 54.36% F: 59.94%
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2024-04-05 17:58:47 INFO test: loss: 0.1698 - UP: 71.11% UR: 53.94% UF: 61.35% P: 65.70% R: 49.83% F: 56.68%
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2024-04-05 17:58:50 INFO dev: loss: nan - UP: 73.67% UR: 58.22% UF: 65.04% P: 68.37% R: 54.03% F: 60.36%
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2024-04-05 17:58:50 INFO test: loss: 0.1680 - UP: 72.24% UR: 54.21% UF: 61.94% P: 67.30% R: 50.50% F: 57.70%
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2024-04-05 17:58:53 INFO dev: loss: nan - UP: 70.76% UR: 58.05% UF: 63.78% P: 65.64% R: 53.86% F: 59.17%
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2024-04-05 17:58:53 INFO test: loss: 0.1698 - UP: 72.40% UR: 53.52% UF: 61.54% P: 67.13% R: 49.62% F: 57.06%
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2024-04-05 17:58:56 INFO dev: loss: nan - UP: 69.53% UR: 57.05% UF: 62.67% P: 64.21% R: 52.68% F: 57.88%
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2024-04-05 17:58:56 INFO test: loss: 0.1855 - UP: 72.11% UR: 54.24% UF: 61.91% P: 66.61% R: 50.11% F: 57.19%
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2024-04-05 17:58:59 INFO dev: loss: nan - UP: 70.88% UR: 59.23% UF: 64.53% P: 65.86% R: 55.03% F: 59.96%
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2024-04-05 17:58:59 INFO test: loss: 0.1872 - UP: 70.38% UR: 55.09% UF: 61.80% P: 64.75% R: 50.68% F: 56.86%
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2024-04-05 17:59:05 INFO test: loss: 0.1820 - UP: 68.16% UR: 56.35% UF: 61.70% P: 62.65% R: 51.80% F: 56.71%
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2024-04-05 17:59:12 INFO test: loss: 0.1670 - UP: 68.68% UR: 52.82% UF: 59.72% P: 62.60% R: 48.14% F: 54.43%
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2024-04-05 17:59:15 INFO test: loss: 0.1697 - UP: 72.20% UR: 52.91% UF: 61.07% P: 66.52% R: 48.75% F: 56.26%
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2024-04-05 17:59:17 INFO dev: loss: nan - UP: 73.29% UR: 57.55% UF: 64.47% P: 68.38% R: 53.69% F: 60.15%
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2024-04-05 17:59:18 INFO test: loss: 0.1661 - UP: 71.33% UR: 54.36% UF: 61.70% P: 66.77% R: 50.89% F: 57.76%
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2024-04-05 17:59:20 INFO dev: loss: nan - UP: 71.61% UR: 57.55% UF: 63.81% P: 66.60% R: 53.52% F: 59.35%
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2024-04-05 17:59:21 INFO test: loss: 0.1519 - UP: 71.19% UR: 54.00% UF: 61.41% P: 67.09% R: 50.89% F: 57.88%
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2024-04-05 17:59:23 INFO dev: loss: nan - UP: 73.92% UR: 57.55% UF: 64.72% P: 67.67% R: 52.68% F: 59.25%
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2024-04-05 17:59:24 INFO test: loss: 0.1636 - UP: 73.52% UR: 53.55% UF: 61.96% P: 70.00% R: 50.98% F: 58.99%
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2024-04-05 17:59:26 INFO dev: loss: nan - UP: 69.59% UR: 57.21% UF: 62.80% P: 63.67% R: 52.35% F: 57.46%
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2024-04-05 17:59:27 INFO test: loss: 0.1577 - UP: 71.61% UR: 52.91% UF: 60.86% P: 67.69% R: 50.02% F: 57.52%
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2024-04-05 17:59:30 INFO dev: loss: nan - UP: 68.89% UR: 57.21% UF: 62.51% P: 63.84% R: 53.02% F: 57.93%
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2024-04-05 17:59:30 INFO test: loss: 0.1546 - UP: 73.17% UR: 54.00% UF: 62.14% P: 68.88% R: 50.83% F: 58.49%
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2024-04-05 17:59:33 INFO dev: loss: nan - UP: 64.26% UR: 58.22% UF: 61.09% P: 59.26% R: 53.69% F: 56.34%
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2024-04-05 17:59:33 INFO test: loss: 0.1642 - UP: 68.32% UR: 56.23% UF: 61.69% P: 64.47% R: 53.06% F: 58.21%
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2024-04-05 17:59:36 INFO dev: loss: nan - UP: 69.92% UR: 56.54% UF: 62.52% P: 64.73% R: 52.35% F: 57.88%
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2024-04-05 17:59:36 INFO test: loss: 0.1454 - UP: 72.52% UR: 51.71% UF: 60.37% P: 67.53% R: 48.14% F: 56.21%
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2024-04-05 17:59:39 INFO dev: loss: nan - UP: 69.78% UR: 58.89% UF: 63.88% P: 64.21% R: 54.19% F: 58.78%
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| 558 |
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2024-04-05 17:59:39 INFO test: loss: 0.1567 - UP: 70.56% UR: 55.99% UF: 62.44% P: 65.96% R: 52.34% F: 58.36%
|
| 559 |
-
2024-04-05 17:59:39 INFO 0:00:03.037041s elapsed
|
| 560 |
-
|
| 561 |
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2024-04-05 17:59:39 INFO Epoch 83 / 5000:
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| 562 |
-
2024-04-05 17:59:41 INFO lr: 4.9170e-05 - loss: 0.0003 - UP: 98.48% UR: 96.52% UF: 97.49% P: 98.30% R: 96.35% F: 97.32%
|
| 563 |
-
2024-04-05 17:59:42 INFO dev: loss: nan - UP: 70.12% UR: 57.89% UF: 63.42% P: 64.02% R: 52.85% F: 57.90%
|
| 564 |
-
2024-04-05 17:59:42 INFO test: loss: 0.1616 - UP: 69.34% UR: 52.16% UF: 59.53% P: 64.73% R: 48.69% F: 55.57%
|
| 565 |
-
2024-04-05 17:59:42 INFO 0:00:03.022935s elapsed
|
| 566 |
-
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| 567 |
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2024-04-05 17:59:42 INFO Epoch 84 / 5000:
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| 568 |
-
2024-04-05 17:59:44 INFO lr: 4.9160e-05 - loss: 0.0029 - UP: 96.71% UR: 93.80% UF: 95.23% P: 96.59% R: 93.69% F: 95.12%
|
| 569 |
-
2024-04-05 17:59:45 INFO dev: loss: nan - UP: 63.79% UR: 64.43% UF: 64.11% P: 58.14% R: 58.72% F: 58.43%
|
| 570 |
-
2024-04-05 17:59:45 INFO test: loss: 0.1504 - UP: 64.90% UR: 59.82% UF: 62.26% P: 59.59% R: 54.94% F: 57.17%
|
| 571 |
-
2024-04-05 17:59:45 INFO 0:00:03.040957s elapsed
|
| 572 |
-
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| 573 |
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2024-04-05 17:59:45 INFO Epoch 85 / 5000:
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| 574 |
-
2024-04-05 17:59:47 INFO lr: 4.9150e-05 - loss: 0.0000 - UP: 97.95% UR: 95.14% UF: 96.53% P: 97.91% R: 95.10% F: 96.48%
|
| 575 |
-
2024-04-05 17:59:48 INFO dev: loss: nan - UP: 70.10% UR: 58.22% UF: 63.61% P: 64.04% R: 53.19% F: 58.11%
|
| 576 |
-
2024-04-05 17:59:48 INFO test: loss: 0.1570 - UP: 68.56% UR: 55.69% UF: 61.46% P: 63.77% R: 51.80% F: 57.16%
|
| 577 |
-
2024-04-05 17:59:48 INFO 0:00:03.047633s elapsed
|
| 578 |
-
|
| 579 |
-
2024-04-05 17:59:48 INFO Epoch 86 / 5000:
|
| 580 |
-
2024-04-05 17:59:51 INFO lr: 4.9140e-05 - loss: 0.0056 - UP: 97.96% UR: 96.57% UF: 97.26% P: 97.85% R: 96.46% F: 97.15%
|
| 581 |
-
2024-04-05 17:59:51 INFO dev: loss: nan - UP: 68.15% UR: 59.23% UF: 63.38% P: 63.32% R: 55.03% F: 58.89%
|
| 582 |
-
2024-04-05 17:59:51 INFO test: loss: 0.1605 - UP: 68.94% UR: 55.93% UF: 61.76% P: 64.73% R: 52.52% F: 57.99%
|
| 583 |
-
2024-04-05 17:59:51 INFO 0:00:03.042703s elapsed
|
| 584 |
-
|
| 585 |
-
2024-04-05 17:59:59 INFO Epoch 56 saved
|
| 586 |
-
2024-04-05 17:59:59 INFO dev: UP: 69.41% UR: 59.40% UF: 64.01% P: 65.69% R: 56.21% F: 60.58%
|
| 587 |
-
2024-04-05 17:59:59 INFO test: UP: 71.76% UR: 52.70% UF: 60.77% P: 65.80% R: 48.32% F: 55.73%
|
| 588 |
-
2024-04-05 17:59:59 INFO 0:04:23.669770s elapsed, 0:00:03.065928s/epoch
|
|
|
|
| 1 |
+
2025-10-27 22:14:28 INFO
|
| 2 |
---------------------+-------------------------------
|
| 3 |
Param | Value
|
| 4 |
---------------------+-------------------------------
|
|
|
|
| 14 |
update_steps | 1
|
| 15 |
mode | train
|
| 16 |
path | /home/marvin/structured-sentiment-analysis-bis/models/opener_en/sdp_byGenAI_asc/40/model_vi_opener_en_xlm_6
|
| 17 |
+
device | 1
|
| 18 |
seed | 1
|
| 19 |
threads | 16
|
| 20 |
local_rank | -1
|
|
|
|
| 35 |
inference | mfvi
|
| 36 |
---------------------+-------------------------------
|
| 37 |
|
| 38 |
+
2025-10-27 22:14:28 INFO Building the fields
|
| 39 |
+
2025-10-27 22:14:32 INFO CoNLL(
|
| 40 |
(words): SubwordField(pad=<pad>, unk=<unk>, bos=<s>)
|
| 41 |
(labels): ChartField()
|
| 42 |
)
|
| 43 |
+
2025-10-27 22:14:32 INFO Building the model
|
| 44 |
+
2025-10-27 22:14:34 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)
|
|
|
|
| 60 |
(inference): SemanticDependencyMFVI(max_iter=3)
|
| 61 |
)
|
| 62 |
|
| 63 |
+
2025-10-27 22:14:34 INFO Loading the data
|
| 64 |
+
2025-10-27 22:14:35 INFO
|
| 65 |
train: Dataset(n_sentences=696, n_batches=32, n_buckets=32)
|
| 66 |
dev: Dataset(n_sentences=98, n_batches=26, n_buckets=26)
|
| 67 |
test: Dataset(n_sentences=499, n_batches=32, n_buckets=32)
|
| 68 |
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