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.gitattributes
CHANGED
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@@ -4560,3 +4560,5 @@ models/norec/sdp_byGenAI_desc/10/model_vi_norec_nbbert_6 filter=lfs diff=lfs mer
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| 4560 |
models/norec/sdp_byGenAI_desc/10/model_vi_norec_xlm_6 filter=lfs diff=lfs merge=lfs -text
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| 4561 |
models/norec/sdp_byKNNi3_asc/5/model_vi_norec_nbbert_6 filter=lfs diff=lfs merge=lfs -text
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| 4562 |
models/norec/sdp_byKNNi3_asc/5/model_vi_norec_xlm_6 filter=lfs diff=lfs merge=lfs -text
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| 4560 |
models/norec/sdp_byGenAI_desc/10/model_vi_norec_xlm_6 filter=lfs diff=lfs merge=lfs -text
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| 4561 |
models/norec/sdp_byKNNi3_asc/5/model_vi_norec_nbbert_6 filter=lfs diff=lfs merge=lfs -text
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| 4562 |
models/norec/sdp_byKNNi3_asc/5/model_vi_norec_xlm_6 filter=lfs diff=lfs merge=lfs -text
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models/norec/sdp_byKNNi3_asc/10/model_vi_norec_nbbert_6 filter=lfs diff=lfs merge=lfs -text
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| 4564 |
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models/norec/sdp_byKNNi3_asc/10/model_vi_norec_xlm_6 filter=lfs diff=lfs merge=lfs -text
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models/norec/sdp_byKNNi3_asc/10/model_vi_norec_nbbert_6
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version https://git-lfs.github.com/spec/v1
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oid sha256:8c964820a0fe27b0cedef8bb59172bf27daab17b8264e51847a53bd78f491b37
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size 773423479
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models/norec/sdp_byKNNi3_asc/10/model_vi_norec_nbbert_6.train.log
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| 1 |
+
2024-08-11 22:39:42 INFO
|
| 2 |
+
---------------------+-------------------------------
|
| 3 |
+
Param | Value
|
| 4 |
+
---------------------+-------------------------------
|
| 5 |
+
lr | 5e-05
|
| 6 |
+
mu | 0.9
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| 7 |
+
nu | 0.999
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| 8 |
+
eps | 1e-06
|
| 9 |
+
weight_decay | 0.0
|
| 10 |
+
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/norec/sdp_byKNNi3_asc/10/model_vi_norec_nbbert_6
|
| 17 |
+
device | 1
|
| 18 |
+
seed | 1
|
| 19 |
+
threads | 16
|
| 20 |
+
local_rank | -1
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| 21 |
+
feat | None
|
| 22 |
+
build | True
|
| 23 |
+
checkpoint | False
|
| 24 |
+
encoder | bert
|
| 25 |
+
max_len | None
|
| 26 |
+
buckets | 32
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| 27 |
+
train | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/norec/head_final/sdp_byKNNi3_asc/10/train.conllu
|
| 28 |
+
dev | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/norec/head_final/sdp_byKNNi3_asc/10/dev.conllu
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| 29 |
+
test | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/norec/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 | NbAiLab/nb-bert-base
|
| 35 |
+
inference | mfvi
|
| 36 |
+
---------------------+-------------------------------
|
| 37 |
+
|
| 38 |
+
2024-08-11 22:39:42 INFO Building the fields
|
| 39 |
+
2024-08-11 22:39:42 INFO CoNLL(
|
| 40 |
+
(words): SubwordField(pad=[PAD], unk=[UNK], bos=[CLS])
|
| 41 |
+
(labels): ChartField()
|
| 42 |
+
)
|
| 43 |
+
2024-08-11 22:39:42 INFO Building the model
|
| 44 |
+
2024-08-11 22:39:44 INFO VISemanticDependencyModel(
|
| 45 |
+
(encoder): TransformerEmbedding(NbAiLab/nb-bert-base, n_layers=4, n_out=768, stride=256, pooling=mean, pad_index=0, 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=4, 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 |
+
2024-08-11 22:39:44 INFO Loading the data
|
| 64 |
+
2024-08-11 22:39:46 INFO
|
| 65 |
+
train: Dataset(n_sentences=862, n_batches=32, n_buckets=32)
|
| 66 |
+
dev: Dataset(n_sentences=152, n_batches=32, n_buckets=32)
|
| 67 |
+
test: Dataset(n_sentences=1272, n_batches=32, n_buckets=32)
|
| 68 |
+
|
| 69 |
+
2024-08-11 22:39:46 INFO Epoch 1 / 5000:
|
| 70 |
+
2024-08-11 22:39:49 INFO lr: 4.9990e-05 - loss: nan - UP: 0.66% UR: 2.57% UF: 1.05% P: 0.38% R: 1.47% F: 0.60%
|
| 71 |
+
2024-08-11 22:39:50 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 72 |
+
2024-08-11 22:39:50 INFO test: loss: 0.1580 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 73 |
+
2024-08-11 22:39:50 INFO 0:00:04.237090s elapsed
|
| 74 |
+
|
| 75 |
+
2024-08-11 22:39:50 INFO Epoch 2 / 5000:
|
| 76 |
+
2024-08-11 22:39:53 INFO lr: 4.9980e-05 - loss: 0.1241 - UP: 27.78% UR: 0.16% UF: 0.31% P: 27.78% R: 0.16% F: 0.31%
|
| 77 |
+
2024-08-11 22:39:53 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 78 |
+
2024-08-11 22:39:54 INFO test: loss: 0.1426 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 79 |
+
2024-08-11 22:39:54 INFO 0:00:03.796393s elapsed
|
| 80 |
+
|
| 81 |
+
2024-08-11 22:39:54 INFO Epoch 3 / 5000:
|
| 82 |
+
2024-08-11 22:39:57 INFO lr: 4.9970e-05 - loss: 0.1044 - UP: 31.71% UR: 2.04% UF: 3.83% P: 26.34% R: 1.69% F: 3.18%
|
| 83 |
+
2024-08-11 22:39:57 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 84 |
+
2024-08-11 22:39:58 INFO test: loss: 0.1694 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 85 |
+
2024-08-11 22:39:58 INFO 0:00:03.772672s elapsed
|
| 86 |
+
|
| 87 |
+
2024-08-11 22:39:58 INFO Epoch 4 / 5000:
|
| 88 |
+
2024-08-11 22:40:01 INFO lr: 4.9960e-05 - loss: 0.0348 - UP: 20.75% UR: 1.57% UF: 2.91% P: 17.84% R: 1.35% F: 2.50%
|
| 89 |
+
2024-08-11 22:40:01 INFO dev: loss: nan - UP: 27.27% UR: 0.46% UF: 0.90% P: 27.27% R: 0.46% F: 0.90%
|
| 90 |
+
2024-08-11 22:40:02 INFO test: loss: 0.1509 - UP: 34.81% UR: 0.85% UF: 1.66% P: 31.49% R: 0.77% F: 1.50%
|
| 91 |
+
2024-08-11 22:40:05 INFO 0:00:03.726400s elapsed (saved)
|
| 92 |
+
|
| 93 |
+
2024-08-11 22:40:05 INFO Epoch 5 / 5000:
|
| 94 |
+
2024-08-11 22:40:07 INFO lr: 4.9950e-05 - loss: 0.0515 - UP: 40.17% UR: 4.42% UF: 7.96% P: 37.89% R: 4.17% F: 7.51%
|
| 95 |
+
2024-08-11 22:40:08 INFO dev: loss: nan - UP: 48.08% UR: 3.80% UF: 7.04% P: 44.23% R: 3.50% F: 6.48%
|
| 96 |
+
2024-08-11 22:40:08 INFO test: loss: 0.1500 - UP: 44.01% UR: 3.76% UF: 6.92% P: 35.02% R: 2.99% F: 5.51%
|
| 97 |
+
2024-08-11 22:40:12 INFO 0:00:03.830591s elapsed (saved)
|
| 98 |
+
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| 99 |
+
2024-08-11 22:40:12 INFO Epoch 6 / 5000:
|
| 100 |
+
2024-08-11 22:40:15 INFO lr: 4.9940e-05 - loss: 0.0594 - UP: 53.80% UR: 8.21% UF: 14.24% P: 49.28% R: 7.52% F: 13.04%
|
| 101 |
+
2024-08-11 22:40:15 INFO dev: loss: nan - UP: 55.56% UR: 0.76% UF: 1.50% P: 55.56% R: 0.76% F: 1.50%
|
| 102 |
+
2024-08-11 22:40:16 INFO test: loss: 0.1495 - UP: 63.06% UR: 0.94% UF: 1.86% P: 53.15% R: 0.79% F: 1.57%
|
| 103 |
+
2024-08-11 22:40:16 INFO 0:00:03.809876s elapsed
|
| 104 |
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| 105 |
+
2024-08-11 22:40:16 INFO Epoch 7 / 5000:
|
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2024-08-11 22:40:20 INFO test: loss: 0.1512 - UP: 73.68% UR: 1.70% UF: 3.32% P: 66.08% R: 1.52% F: 2.97%
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2024-08-11 22:40:23 INFO dev: loss: nan - UP: 21.05% UR: 2.43% UF: 4.36% P: 21.05% R: 2.43% F: 4.36%
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2024-08-11 22:40:24 INFO test: loss: 0.1687 - UP: 49.92% UR: 4.20% UF: 7.75% P: 42.24% R: 3.55% F: 6.56%
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2024-08-11 22:40:27 INFO dev: loss: nan - UP: 40.91% UR: 1.37% UF: 2.65% P: 40.91% R: 1.37% F: 2.65%
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2024-08-11 22:40:28 INFO test: loss: 0.1902 - UP: 62.00% UR: 1.67% UF: 3.25% P: 47.00% R: 1.27% F: 2.46%
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2024-08-11 22:40:31 INFO dev: loss: nan - UP: 33.48% UR: 11.25% UF: 16.84% P: 29.86% R: 10.03% F: 15.02%
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2024-08-11 22:40:31 INFO test: loss: 0.1708 - UP: 41.05% UR: 10.12% UF: 16.24% P: 31.71% R: 7.82% F: 12.55%
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2024-08-11 22:40:39 INFO dev: loss: nan - UP: 47.62% UR: 7.60% UF: 13.11% P: 41.90% R: 6.69% F: 11.53%
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2024-08-11 22:40:39 INFO test: loss: 0.1555 - UP: 55.66% UR: 7.42% UF: 13.09% P: 44.24% R: 5.90% F: 10.41%
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2024-08-11 22:40:42 INFO dev: loss: nan - UP: 63.24% UR: 6.53% UF: 11.85% P: 61.76% R: 6.38% F: 11.57%
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2024-08-11 22:40:43 INFO test: loss: 0.1762 - UP: 57.35% UR: 3.73% UF: 7.00% P: 47.62% R: 3.10% F: 5.81%
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2024-08-11 22:40:46 INFO dev: loss: nan - UP: 56.25% UR: 8.21% UF: 14.32% P: 55.21% R: 8.05% F: 14.06%
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2024-08-11 22:40:47 INFO test: loss: 0.2761 - UP: 65.45% UR: 6.76% UF: 12.25% P: 56.19% R: 5.80% F: 10.52%
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2024-08-11 22:40:50 INFO dev: loss: nan - UP: 41.79% UR: 12.77% UF: 19.56% P: 37.31% R: 11.40% F: 17.46%
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2024-08-11 22:40:51 INFO test: loss: 0.1755 - UP: 52.01% UR: 12.01% UF: 19.51% P: 40.99% R: 9.46% F: 15.38%
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2024-08-11 22:40:58 INFO dev: loss: nan - UP: 44.50% UR: 12.92% UF: 20.02% P: 42.41% R: 12.31% F: 19.08%
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2024-08-11 22:40:59 INFO test: loss: 0.1649 - UP: 50.98% UR: 12.99% UF: 20.71% P: 42.79% R: 10.90% F: 17.38%
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2024-08-11 22:41:06 INFO dev: loss: nan - UP: 41.74% UR: 7.29% UF: 12.42% P: 40.00% R: 6.99% F: 11.90%
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2024-08-11 22:41:07 INFO test: loss: 0.1792 - UP: 62.00% UR: 6.74% UF: 12.17% P: 52.48% R: 5.71% F: 10.30%
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2024-08-11 22:41:10 INFO dev: loss: nan - UP: 40.97% UR: 14.13% UF: 21.02% P: 38.33% R: 13.22% F: 19.66%
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2024-08-11 22:41:11 INFO test: loss: 0.1685 - UP: 55.29% UR: 14.20% UF: 22.60% P: 45.49% R: 11.69% F: 18.59%
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2024-08-11 22:41:18 INFO dev: loss: nan - UP: 53.28% UR: 9.88% UF: 16.67% P: 51.64% R: 9.57% F: 16.15%
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2024-08-11 22:41:19 INFO test: loss: 0.1997 - UP: 66.60% UR: 9.07% UF: 15.97% P: 58.40% R: 7.96% F: 14.00%
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2024-08-11 22:41:22 INFO dev: loss: nan - UP: 43.72% UR: 15.35% UF: 22.72% P: 40.26% R: 14.13% F: 20.92%
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2024-08-11 22:41:23 INFO test: loss: 0.1873 - UP: 56.96% UR: 15.91% UF: 24.88% P: 47.28% R: 13.21% F: 20.65%
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2024-08-11 22:41:30 INFO dev: loss: nan - UP: 47.28% UR: 13.22% UF: 20.67% P: 43.48% R: 12.16% F: 19.00%
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2024-08-11 22:41:31 INFO test: loss: 0.1940 - UP: 58.93% UR: 14.04% UF: 22.68% P: 48.53% R: 11.56% F: 18.68%
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2024-08-11 22:41:34 INFO dev: loss: nan - UP: 41.33% UR: 14.13% UF: 21.06% P: 37.78% R: 12.92% F: 19.25%
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2024-08-11 22:41:35 INFO test: loss: 0.1959 - UP: 58.02% UR: 15.58% UF: 24.56% P: 48.60% R: 13.05% F: 20.57%
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2024-08-11 22:41:38 INFO dev: loss: nan - UP: 46.31% UR: 14.29% UF: 21.84% P: 45.81% R: 14.13% F: 21.60%
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2024-08-11 22:41:39 INFO test: loss: 0.2197 - UP: 60.71% UR: 14.35% UF: 23.21% P: 52.68% R: 12.45% F: 20.14%
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2024-08-11 22:41:46 INFO dev: loss: nan - UP: 42.62% UR: 19.30% UF: 26.57% P: 42.28% R: 19.15% F: 26.36%
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2024-08-11 22:41:47 INFO test: loss: 0.2329 - UP: 56.90% UR: 19.75% UF: 29.32% P: 45.77% R: 15.89% F: 23.59%
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2024-08-11 22:41:54 INFO dev: loss: nan - UP: 37.46% UR: 17.02% UF: 23.41% P: 31.77% R: 14.44% F: 19.85%
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2024-08-11 22:41:55 INFO test: loss: 0.2132 - UP: 51.52% UR: 15.01% UF: 23.25% P: 44.50% R: 12.96% F: 20.08%
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2024-08-11 22:41:58 INFO dev: loss: nan - UP: 43.47% UR: 21.73% UF: 28.98% P: 41.34% R: 20.67% F: 27.56%
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2024-08-11 22:41:59 INFO test: loss: 0.2019 - UP: 52.87% UR: 22.83% UF: 31.89% P: 42.52% R: 18.36% F: 25.65%
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2024-08-11 22:42:06 INFO dev: loss: nan - UP: 39.69% UR: 23.71% UF: 29.69% P: 37.91% R: 22.64% F: 28.35%
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2024-08-11 22:42:07 INFO test: loss: 0.2056 - UP: 49.88% UR: 22.25% UF: 30.78% P: 41.67% R: 18.59% F: 25.71%
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2024-08-11 22:42:14 INFO dev: loss: nan - UP: 34.26% UR: 24.32% UF: 28.44% P: 31.91% R: 22.64% F: 26.49%
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2024-08-11 22:42:15 INFO test: loss: 0.2177 - UP: 50.81% UR: 25.24% UF: 33.73% P: 39.54% R: 19.64% F: 26.25%
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2024-08-11 22:42:18 INFO dev: loss: nan - UP: 50.00% UR: 11.70% UF: 18.97% P: 45.45% R: 10.64% F: 17.24%
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2024-08-11 22:42:19 INFO test: loss: 0.2304 - UP: 62.31% UR: 10.08% UF: 17.36% P: 50.42% R: 8.16% F: 14.04%
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2024-08-11 22:42:22 INFO dev: loss: nan - UP: 44.56% UR: 13.07% UF: 20.21% P: 43.52% R: 12.77% F: 19.74%
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2024-08-11 22:42:23 INFO test: loss: 0.2095 - UP: 56.84% UR: 17.07% UF: 26.26% P: 45.72% R: 13.73% F: 21.12%
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2024-08-11 22:42:26 INFO dev: loss: nan - UP: 36.43% UR: 15.50% UF: 21.75% P: 34.64% R: 14.74% F: 20.68%
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2024-08-11 22:42:26 INFO test: loss: 0.2298 - UP: 55.20% UR: 17.23% UF: 26.26% P: 44.80% R: 13.99% F: 21.32%
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2024-08-11 22:42:29 INFO dev: loss: nan - UP: 49.12% UR: 8.51% UF: 14.51% P: 42.98% R: 7.45% F: 12.69%
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2024-08-11 22:42:30 INFO test: loss: 0.1761 - UP: 62.78% UR: 8.63% UF: 15.17% P: 51.52% R: 7.08% F: 12.45%
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2024-08-11 22:42:33 INFO dev: loss: nan - UP: 23.27% UR: 25.99% UF: 24.55% P: 20.68% R: 23.10% F: 21.82%
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2024-08-11 22:42:34 INFO test: loss: 0.1941 - UP: 39.06% UR: 33.19% UF: 35.88% P: 28.98% R: 24.62% F: 26.62%
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2024-08-11 22:42:37 INFO dev: loss: nan - UP: 34.77% UR: 14.74% UF: 20.70% P: 24.37% R: 10.33% F: 14.51%
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2024-08-11 22:42:38 INFO test: loss: 0.2237 - UP: 51.61% UR: 19.43% UF: 28.23% P: 35.87% R: 13.50% F: 19.62%
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2024-08-11 22:42:41 INFO dev: loss: nan - UP: 36.06% UR: 14.74% UF: 20.93% P: 34.57% R: 14.13% F: 20.06%
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2024-08-11 22:42:42 INFO test: loss: 0.2267 - UP: 53.40% UR: 20.29% UF: 29.40% P: 42.56% R: 16.17% F: 23.43%
|
| 271 |
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|
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+
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2024-08-11 22:42:42 INFO Epoch 35 / 5000:
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2024-08-11 22:42:44 INFO lr: 4.9650e-05 - loss: 0.0161 - UP: 83.80% UR: 63.67% UF: 72.36% P: 83.47% R: 63.42% F: 72.08%
|
| 275 |
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2024-08-11 22:42:45 INFO dev: loss: nan - UP: 45.24% UR: 5.78% UF: 10.24% P: 36.90% R: 4.71% F: 8.36%
|
| 276 |
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2024-08-11 22:42:45 INFO test: loss: 0.2327 - UP: 64.94% UR: 7.58% UF: 13.57% P: 48.33% R: 5.64% F: 10.10%
|
| 277 |
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2024-08-11 22:42:48 INFO lr: 4.9640e-05 - loss: 0.0065 - UP: 77.17% UR: 50.61% UF: 61.13% P: 76.60% R: 50.23% F: 60.68%
|
| 281 |
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2024-08-11 22:42:48 INFO dev: loss: nan - UP: 46.70% UR: 15.05% UF: 22.76% P: 40.09% R: 12.92% F: 19.54%
|
| 282 |
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2024-08-11 22:42:49 INFO test: loss: 0.1891 - UP: 55.14% UR: 15.16% UF: 23.78% P: 43.83% R: 12.05% F: 18.90%
|
| 283 |
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2024-08-11 22:42:52 INFO lr: 4.9630e-05 - loss: nan - UP: 83.78% UR: 64.70% UF: 73.02% P: 83.50% R: 64.48% F: 72.77%
|
| 287 |
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2024-08-11 22:42:52 INFO dev: loss: nan - UP: 44.70% UR: 8.97% UF: 14.94% P: 40.91% R: 8.21% F: 13.67%
|
| 288 |
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2024-08-11 22:42:53 INFO test: loss: 0.2225 - UP: 61.77% UR: 9.22% UF: 16.05% P: 50.14% R: 7.49% F: 13.03%
|
| 289 |
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2024-08-11 22:42:53 INFO 0:00:03.941639s elapsed
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2024-08-11 22:42:53 INFO Epoch 38 / 5000:
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2024-08-11 22:42:56 INFO lr: 4.9620e-05 - loss: 0.0097 - UP: 77.99% UR: 41.40% UF: 54.09% P: 77.82% R: 41.31% F: 53.97%
|
| 293 |
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2024-08-11 22:42:56 INFO dev: loss: nan - UP: 33.43% UR: 18.39% UF: 23.73% P: 28.45% R: 15.65% F: 20.20%
|
| 294 |
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2024-08-11 22:42:57 INFO test: loss: 0.1639 - UP: 52.42% UR: 20.09% UF: 29.04% P: 42.06% R: 16.11% F: 23.30%
|
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2024-08-11 22:42:57 INFO 0:00:03.902765s elapsed
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2024-08-11 22:42:57 INFO Epoch 39 / 5000:
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2024-08-11 22:43:00 INFO lr: 4.9610e-05 - loss: 0.0138 - UP: 86.33% UR: 63.08% UF: 72.89% P: 85.47% R: 62.45% F: 72.17%
|
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2024-08-11 22:43:00 INFO dev: loss: nan - UP: 35.54% UR: 15.50% UF: 21.59% P: 32.75% R: 14.29% F: 19.89%
|
| 300 |
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2024-08-11 22:43:01 INFO test: loss: 0.2320 - UP: 53.58% UR: 19.95% UF: 29.08% P: 43.09% R: 16.05% F: 23.39%
|
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2024-08-11 22:43:01 INFO 0:00:03.904629s elapsed
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2024-08-11 22:43:01 INFO Epoch 40 / 5000:
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2024-08-11 22:43:04 INFO lr: 4.9600e-05 - loss: 0.0003 - UP: 84.11% UR: 66.30% UF: 74.15% P: 83.91% R: 66.14% F: 73.98%
|
| 305 |
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2024-08-11 22:43:04 INFO dev: loss: nan - UP: 34.90% UR: 21.43% UF: 26.55% P: 26.24% R: 16.11% F: 19.96%
|
| 306 |
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2024-08-11 22:43:05 INFO test: loss: 0.2679 - UP: 48.96% UR: 22.87% UF: 31.18% P: 39.28% R: 18.35% F: 25.01%
|
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2024-08-11 22:43:05 INFO 0:00:03.931386s elapsed
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2024-08-11 22:43:05 INFO Epoch 41 / 5000:
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2024-08-11 22:43:08 INFO lr: 4.9590e-05 - loss: 0.0043 - UP: 86.16% UR: 69.62% UF: 77.01% P: 84.38% R: 68.18% F: 75.42%
|
| 311 |
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2024-08-11 22:43:08 INFO dev: loss: nan - UP: 37.96% UR: 18.69% UF: 25.05% P: 35.19% R: 17.33% F: 23.22%
|
| 312 |
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2024-08-11 22:43:09 INFO test: loss: 0.2879 - UP: 53.83% UR: 23.77% UF: 32.98% P: 42.00% R: 18.55% F: 25.74%
|
| 313 |
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2024-08-11 22:43:09 INFO 0:00:03.903344s elapsed
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2024-08-11 22:43:09 INFO Epoch 42 / 5000:
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2024-08-11 22:43:12 INFO lr: 4.9580e-05 - loss: 0.0107 - UP: 87.40% UR: 70.18% UF: 77.85% P: 87.21% R: 70.03% F: 77.68%
|
| 317 |
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2024-08-11 22:43:12 INFO dev: loss: nan - UP: 38.16% UR: 17.63% UF: 24.12% P: 34.54% R: 15.96% F: 21.83%
|
| 318 |
+
2024-08-11 22:43:13 INFO test: loss: 0.2274 - UP: 55.06% UR: 19.92% UF: 29.26% P: 45.09% R: 16.32% F: 23.96%
|
| 319 |
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2024-08-11 22:43:13 INFO 0:00:03.903667s elapsed
|
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2024-08-11 22:43:13 INFO Epoch 43 / 5000:
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2024-08-11 22:43:16 INFO lr: 4.9570e-05 - loss: 0.0018 - UP: 88.56% UR: 77.54% UF: 82.68% P: 88.34% R: 77.36% F: 82.48%
|
| 323 |
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2024-08-11 22:43:16 INFO dev: loss: nan - UP: 41.67% UR: 17.48% UF: 24.63% P: 38.41% R: 16.11% F: 22.70%
|
| 324 |
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2024-08-11 22:43:17 INFO test: loss: 0.2108 - UP: 57.55% UR: 17.45% UF: 26.78% P: 47.56% R: 14.42% F: 22.13%
|
| 325 |
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2024-08-11 22:43:17 INFO 0:00:03.899121s elapsed
|
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2024-08-11 22:43:17 INFO Epoch 44 / 5000:
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| 328 |
+
2024-08-11 22:43:19 INFO lr: 4.9560e-05 - loss: 0.0002 - UP: 89.36% UR: 78.11% UF: 83.36% P: 89.32% R: 78.08% F: 83.32%
|
| 329 |
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2024-08-11 22:43:20 INFO dev: loss: nan - UP: 46.36% UR: 15.50% UF: 23.23% P: 42.27% R: 14.13% F: 21.18%
|
| 330 |
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2024-08-11 22:43:21 INFO test: loss: 0.2124 - UP: 62.34% UR: 15.71% UF: 25.10% P: 52.46% R: 13.22% F: 21.12%
|
| 331 |
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2024-08-11 22:43:21 INFO 0:00:03.900140s elapsed
|
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2024-08-11 22:43:21 INFO Epoch 45 / 5000:
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| 334 |
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2024-08-11 22:43:23 INFO lr: 4.9550e-05 - loss: 0.0000 - UP: 91.43% UR: 79.89% UF: 85.27% P: 91.33% R: 79.80% F: 85.17%
|
| 335 |
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2024-08-11 22:43:24 INFO dev: loss: nan - UP: 35.62% UR: 19.76% UF: 25.42% P: 30.96% R: 17.17% F: 22.09%
|
| 336 |
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2024-08-11 22:43:25 INFO test: loss: 0.2165 - UP: 55.05% UR: 22.90% UF: 32.34% P: 44.76% R: 18.62% F: 26.30%
|
| 337 |
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2024-08-11 22:43:25 INFO 0:00:03.922262s elapsed
|
| 338 |
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2024-08-11 22:43:25 INFO Epoch 46 / 5000:
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2024-08-11 22:43:27 INFO lr: 4.9540e-05 - loss: 0.0019 - UP: 90.92% UR: 79.64% UF: 84.91% P: 90.85% R: 79.58% F: 84.84%
|
| 341 |
+
2024-08-11 22:43:28 INFO dev: loss: nan - UP: 36.66% UR: 19.00% UF: 25.03% P: 33.43% R: 17.33% F: 22.82%
|
| 342 |
+
2024-08-11 22:43:28 INFO test: loss: 0.2114 - UP: 55.50% UR: 22.08% UF: 31.59% P: 46.60% R: 18.54% F: 26.52%
|
| 343 |
+
2024-08-11 22:43:28 INFO 0:00:03.925803s elapsed
|
| 344 |
+
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2024-08-11 22:43:28 INFO Epoch 47 / 5000:
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| 346 |
+
2024-08-11 22:43:31 INFO lr: 4.9530e-05 - loss: 0.0002 - UP: 90.35% UR: 82.68% UF: 86.35% P: 90.31% R: 82.65% F: 86.31%
|
| 347 |
+
2024-08-11 22:43:32 INFO dev: loss: nan - UP: 34.95% UR: 21.88% UF: 26.92% P: 31.31% R: 19.60% F: 24.11%
|
| 348 |
+
2024-08-11 22:43:32 INFO test: loss: 0.2156 - UP: 54.35% UR: 24.25% UF: 33.53% P: 44.03% R: 19.64% F: 27.16%
|
| 349 |
+
2024-08-11 22:43:32 INFO 0:00:03.929206s elapsed
|
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+
|
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2024-08-11 22:43:32 INFO Epoch 48 / 5000:
|
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+
2024-08-11 22:43:35 INFO lr: 4.9520e-05 - loss: 0.0024 - UP: 93.82% UR: 84.62% UF: 88.98% P: 93.82% R: 84.62% F: 88.98%
|
| 353 |
+
2024-08-11 22:43:35 INFO dev: loss: nan - UP: 35.56% UR: 20.21% UF: 25.78% P: 33.16% R: 18.84% F: 24.03%
|
| 354 |
+
2024-08-11 22:43:36 INFO test: loss: 0.2311 - UP: 54.96% UR: 23.49% UF: 32.92% P: 44.50% R: 19.02% F: 26.65%
|
| 355 |
+
2024-08-11 22:43:36 INFO 0:00:03.935895s elapsed
|
| 356 |
+
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2024-08-11 22:43:36 INFO Epoch 49 / 5000:
|
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+
2024-08-11 22:43:39 INFO lr: 4.9510e-05 - loss: 0.0028 - UP: 92.59% UR: 87.28% UF: 89.86% P: 92.59% R: 87.28% F: 89.86%
|
| 359 |
+
2024-08-11 22:43:39 INFO dev: loss: nan - UP: 34.83% UR: 20.06% UF: 25.46% P: 31.66% R: 18.24% F: 23.14%
|
| 360 |
+
2024-08-11 22:43:40 INFO test: loss: 0.2264 - UP: 56.25% UR: 23.56% UF: 33.21% P: 45.61% R: 19.10% F: 26.93%
|
| 361 |
+
2024-08-11 22:43:40 INFO 0:00:03.869519s elapsed
|
| 362 |
+
|
| 363 |
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2024-08-11 22:43:40 INFO Epoch 50 / 5000:
|
| 364 |
+
2024-08-11 22:43:43 INFO lr: 4.9500e-05 - loss: 0.0008 - UP: 94.58% UR: 89.60% UF: 92.02% P: 94.55% R: 89.57% F: 91.99%
|
| 365 |
+
2024-08-11 22:43:43 INFO dev: loss: nan - UP: 36.77% UR: 20.06% UF: 25.96% P: 33.43% R: 18.24% F: 23.60%
|
| 366 |
+
2024-08-11 22:43:44 INFO test: loss: 0.2242 - UP: 56.61% UR: 22.99% UF: 32.70% P: 46.34% R: 18.82% F: 26.77%
|
| 367 |
+
2024-08-11 22:43:44 INFO 0:00:03.908860s elapsed
|
| 368 |
+
|
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2024-08-11 22:43:44 INFO Epoch 51 / 5000:
|
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+
2024-08-11 22:43:47 INFO lr: 4.9490e-05 - loss: 0.0016 - UP: 93.77% UR: 88.13% UF: 90.86% P: 93.70% R: 88.07% F: 90.80%
|
| 371 |
+
2024-08-11 22:43:47 INFO dev: loss: nan - UP: 35.37% UR: 20.21% UF: 25.73% P: 32.18% R: 18.39% F: 23.40%
|
| 372 |
+
2024-08-11 22:43:48 INFO test: loss: 0.2277 - UP: 55.33% UR: 23.75% UF: 33.23% P: 44.07% R: 18.91% F: 26.47%
|
| 373 |
+
2024-08-11 22:43:48 INFO 0:00:03.916147s elapsed
|
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+
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2024-08-11 22:43:48 INFO Epoch 52 / 5000:
|
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+
2024-08-11 22:43:51 INFO lr: 4.9480e-05 - loss: 0.0014 - UP: 91.12% UR: 83.84% UF: 87.33% P: 91.08% R: 83.81% F: 87.29%
|
| 377 |
+
2024-08-11 22:43:51 INFO dev: loss: nan - UP: 37.25% UR: 19.76% UF: 25.82% P: 34.10% R: 18.09% F: 23.63%
|
| 378 |
+
2024-08-11 22:43:52 INFO test: loss: 0.2642 - UP: 57.26% UR: 21.93% UF: 31.71% P: 46.57% R: 17.84% F: 25.80%
|
| 379 |
+
2024-08-11 22:43:52 INFO 0:00:03.839037s elapsed
|
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+
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2024-08-11 22:43:52 INFO Epoch 53 / 5000:
|
| 382 |
+
2024-08-11 22:43:55 INFO lr: 4.9470e-05 - loss: 0.0032 - UP: 91.61% UR: 84.09% UF: 87.69% P: 91.57% R: 84.06% F: 87.66%
|
| 383 |
+
2024-08-11 22:43:55 INFO dev: loss: nan - UP: 38.27% UR: 20.82% UF: 26.97% P: 33.80% R: 18.39% F: 23.82%
|
| 384 |
+
2024-08-11 22:43:56 INFO test: loss: 0.2346 - UP: 56.29% UR: 23.63% UF: 33.28% P: 45.41% R: 19.06% F: 26.85%
|
| 385 |
+
2024-08-11 22:43:56 INFO 0:00:03.959468s elapsed
|
| 386 |
+
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2024-08-11 22:43:56 INFO Epoch 54 / 5000:
|
| 388 |
+
2024-08-11 22:43:58 INFO lr: 4.9460e-05 - loss: 0.0000 - UP: 93.80% UR: 87.25% UF: 90.41% P: 93.80% R: 87.25% F: 90.41%
|
| 389 |
+
2024-08-11 22:43:59 INFO dev: loss: nan - UP: 41.39% UR: 15.35% UF: 22.39% P: 36.89% R: 13.68% F: 19.96%
|
| 390 |
+
2024-08-11 22:44:00 INFO test: loss: 0.2402 - UP: 61.23% UR: 18.13% UF: 27.98% P: 48.64% R: 14.40% F: 22.23%
|
| 391 |
+
2024-08-11 22:44:00 INFO 0:00:03.866629s elapsed
|
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+
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2024-08-11 22:44:00 INFO Epoch 55 / 5000:
|
| 394 |
+
2024-08-11 22:44:02 INFO lr: 4.9450e-05 - loss: 0.0070 - UP: 94.22% UR: 87.88% UF: 90.94% P: 94.16% R: 87.82% F: 90.88%
|
| 395 |
+
2024-08-11 22:44:03 INFO dev: loss: nan - UP: 39.68% UR: 22.49% UF: 28.71% P: 35.92% R: 20.36% F: 25.99%
|
| 396 |
+
2024-08-11 22:44:04 INFO test: loss: 0.2361 - UP: 54.87% UR: 25.08% UF: 34.43% P: 44.71% R: 20.44% F: 28.05%
|
| 397 |
+
2024-08-11 22:44:04 INFO 0:00:03.887653s elapsed
|
| 398 |
+
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2024-08-11 22:44:04 INFO Epoch 56 / 5000:
|
| 400 |
+
2024-08-11 22:44:06 INFO lr: 4.9440e-05 - loss: 0.0053 - UP: 94.06% UR: 89.73% UF: 91.84% P: 93.99% R: 89.66% F: 91.78%
|
| 401 |
+
2024-08-11 22:44:07 INFO dev: loss: nan - UP: 39.57% UR: 22.19% UF: 28.43% P: 35.50% R: 19.91% F: 25.51%
|
| 402 |
+
2024-08-11 22:44:07 INFO test: loss: 0.2397 - UP: 56.05% UR: 24.95% UF: 34.53% P: 45.28% R: 20.15% F: 27.89%
|
| 403 |
+
2024-08-11 22:44:07 INFO 0:00:03.858728s elapsed
|
| 404 |
+
|
| 405 |
+
2024-08-11 22:44:13 INFO Epoch 26 saved
|
| 406 |
+
2024-08-11 22:44:13 INFO dev: UP: 39.69% UR: 23.71% UF: 29.69% P: 37.91% R: 22.64% F: 28.35%
|
| 407 |
+
2024-08-11 22:44:13 INFO test: UP: 49.88% UR: 22.25% UF: 30.78% P: 41.67% R: 18.59% F: 25.71%
|
| 408 |
+
2024-08-11 22:44:13 INFO 0:03:36.122507s elapsed, 0:00:03.859330s/epoch
|
models/norec/sdp_byKNNi3_asc/10/model_vi_norec_xlm_6
ADDED
|
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version https://git-lfs.github.com/spec/v1
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oid sha256:d9607876721ffe4c2c52fc01baef2508a92af9cb5a79ac34373b4d17ef131854
|
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size 1177845978
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models/norec/sdp_byKNNi3_asc/10/model_vi_norec_xlm_6.train.log
ADDED
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| 1 |
+
2024-08-11 22:44:15 INFO
|
| 2 |
+
---------------------+-------------------------------
|
| 3 |
+
Param | Value
|
| 4 |
+
---------------------+-------------------------------
|
| 5 |
+
lr | 5e-05
|
| 6 |
+
mu | 0.9
|
| 7 |
+
nu | 0.999
|
| 8 |
+
eps | 1e-06
|
| 9 |
+
weight_decay | 0.0
|
| 10 |
+
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/norec/sdp_byKNNi3_asc/10/model_vi_norec_xlm_6
|
| 17 |
+
device | 1
|
| 18 |
+
seed | 1
|
| 19 |
+
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/norec/head_final/sdp_byKNNi3_asc/10/train.conllu
|
| 28 |
+
dev | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/norec/head_final/sdp_byKNNi3_asc/10/dev.conllu
|
| 29 |
+
test | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/norec/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 |
+
2024-08-11 22:44:15 INFO Building the fields
|
| 39 |
+
2024-08-11 22:44:17 INFO CoNLL(
|
| 40 |
+
(words): SubwordField(pad=<pad>, unk=<unk>, bos=<s>)
|
| 41 |
+
(labels): ChartField()
|
| 42 |
+
)
|
| 43 |
+
2024-08-11 22:44:17 INFO Building the model
|
| 44 |
+
2024-08-11 22:44:19 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=4, 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 |
+
2024-08-11 22:44:19 INFO Loading the data
|
| 64 |
+
2024-08-11 22:44:21 INFO
|
| 65 |
+
train: Dataset(n_sentences=862, n_batches=32, n_buckets=32)
|
| 66 |
+
dev: Dataset(n_sentences=152, n_batches=32, n_buckets=32)
|
| 67 |
+
test: Dataset(n_sentences=1272, n_batches=32, n_buckets=32)
|
| 68 |
+
|
| 69 |
+
2024-08-11 22:44:21 INFO Epoch 1 / 5000:
|
| 70 |
+
2024-08-11 22:44:25 INFO lr: 4.9990e-05 - loss: nan - UP: 0.74% UR: 2.91% UF: 1.18% P: 0.40% R: 1.60% F: 0.64%
|
| 71 |
+
2024-08-11 22:44:25 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 72 |
+
2024-08-11 22:44:26 INFO test: loss: 0.1618 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 73 |
+
2024-08-11 22:44:26 INFO 0:00:04.719121s elapsed
|
| 74 |
+
|
| 75 |
+
2024-08-11 22:44:26 INFO Epoch 2 / 5000:
|
| 76 |
+
2024-08-11 22:44:29 INFO lr: 4.9980e-05 - loss: 0.1454 - UP: 2.89% UR: 0.16% UF: 0.30% P: 0.58% R: 0.03% F: 0.06%
|
| 77 |
+
2024-08-11 22:44:29 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 78 |
+
2024-08-11 22:44:30 INFO test: loss: 0.1457 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 79 |
+
2024-08-11 22:44:30 INFO 0:00:04.148148s elapsed
|
| 80 |
+
|
| 81 |
+
2024-08-11 22:44:30 INFO Epoch 3 / 5000:
|
| 82 |
+
2024-08-11 22:44:33 INFO lr: 4.9970e-05 - loss: 0.1244 - UP: 8.73% UR: 0.69% UF: 1.28% P: 2.78% R: 0.22% F: 0.41%
|
| 83 |
+
2024-08-11 22:44:33 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 84 |
+
2024-08-11 22:44:34 INFO test: loss: 0.1522 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 85 |
+
2024-08-11 22:44:34 INFO 0:00:04.148044s elapsed
|
| 86 |
+
|
| 87 |
+
2024-08-11 22:44:34 INFO Epoch 4 / 5000:
|
| 88 |
+
2024-08-11 22:44:37 INFO lr: 4.9960e-05 - loss: 0.0720 - UP: 21.87% UR: 0.88% UF: 1.69% P: 13.28% R: 0.53% F: 1.02%
|
| 89 |
+
2024-08-11 22:44:37 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 90 |
+
2024-08-11 22:44:38 INFO test: loss: 0.1637 - UP: 46.67% UR: 0.09% UF: 0.19% P: 40.00% R: 0.08% F: 0.16%
|
| 91 |
+
2024-08-11 22:44:38 INFO 0:00:04.121391s elapsed
|
| 92 |
+
|
| 93 |
+
2024-08-11 22:44:38 INFO Epoch 5 / 5000:
|
| 94 |
+
2024-08-11 22:44:41 INFO lr: 4.9950e-05 - loss: 0.0393 - UP: 31.56% UR: 3.16% UF: 5.75% P: 28.12% R: 2.82% F: 5.12%
|
| 95 |
+
2024-08-11 22:44:41 INFO dev: loss: nan - UP: 52.78% UR: 2.89% UF: 5.48% P: 41.67% R: 2.28% F: 4.32%
|
| 96 |
+
2024-08-11 22:44:42 INFO test: loss: 0.1347 - UP: 58.59% UR: 1.79% UF: 3.47% P: 44.93% R: 1.37% F: 2.66%
|
| 97 |
+
2024-08-11 22:44:47 INFO 0:00:04.084727s elapsed (saved)
|
| 98 |
+
|
| 99 |
+
2024-08-11 22:44:47 INFO Epoch 6 / 5000:
|
| 100 |
+
2024-08-11 22:44:50 INFO lr: 4.9940e-05 - loss: 0.0735 - UP: 41.39% UR: 5.42% UF: 9.58% P: 34.93% R: 4.57% F: 8.09%
|
| 101 |
+
2024-08-11 22:44:50 INFO dev: loss: nan - UP: 47.62% UR: 1.52% UF: 2.95% P: 38.10% R: 1.22% F: 2.36%
|
| 102 |
+
2024-08-11 22:44:51 INFO test: loss: 0.1443 - UP: 57.47% UR: 1.35% UF: 2.63% P: 44.83% R: 1.05% F: 2.05%
|
| 103 |
+
2024-08-11 22:44:51 INFO 0:00:04.056895s elapsed
|
| 104 |
+
|
| 105 |
+
2024-08-11 22:44:51 INFO Epoch 7 / 5000:
|
| 106 |
+
2024-08-11 22:44:54 INFO lr: 4.9930e-05 - loss: 0.0547 - UP: 50.51% UR: 9.30% UF: 15.71% P: 47.45% R: 8.74% F: 14.76%
|
| 107 |
+
2024-08-11 22:44:54 INFO dev: loss: nan - UP: 66.67% UR: 0.61% UF: 1.20% P: 50.00% R: 0.46% F: 0.90%
|
| 108 |
+
2024-08-11 22:44:55 INFO test: loss: 0.1454 - UP: 82.61% UR: 0.51% UF: 1.02% P: 58.70% R: 0.36% F: 0.72%
|
| 109 |
+
2024-08-11 22:44:55 INFO 0:00:04.163065s elapsed
|
| 110 |
+
|
| 111 |
+
2024-08-11 22:44:55 INFO Epoch 8 / 5000:
|
| 112 |
+
2024-08-11 22:44:58 INFO lr: 4.9920e-05 - loss: 0.0219 - UP: 61.48% UR: 10.90% UF: 18.52% P: 59.54% R: 10.55% F: 17.93%
|
| 113 |
+
2024-08-11 22:44:59 INFO dev: loss: nan - UP: 38.79% UR: 6.84% UF: 11.63% P: 26.72% R: 4.71% F: 8.01%
|
| 114 |
+
2024-08-11 22:44:59 INFO test: loss: 0.1432 - UP: 58.05% UR: 4.32% UF: 8.04% P: 39.96% R: 2.98% F: 5.54%
|
| 115 |
+
2024-08-11 22:45:06 INFO 0:00:04.113515s elapsed (saved)
|
| 116 |
+
|
| 117 |
+
2024-08-11 22:45:06 INFO Epoch 9 / 5000:
|
| 118 |
+
2024-08-11 22:45:09 INFO lr: 4.9910e-05 - loss: 0.0124 - UP: 54.44% UR: 11.71% UF: 19.28% P: 53.28% R: 11.46% F: 18.87%
|
| 119 |
+
2024-08-11 22:45:10 INFO dev: loss: nan - UP: 51.16% UR: 3.34% UF: 6.28% P: 46.51% R: 3.04% F: 5.71%
|
| 120 |
+
2024-08-11 22:45:10 INFO test: loss: 0.1601 - UP: 58.11% UR: 2.65% UF: 5.07% P: 44.25% R: 2.02% F: 3.86%
|
| 121 |
+
2024-08-11 22:45:10 INFO 0:00:04.154533s elapsed
|
| 122 |
+
|
| 123 |
+
2024-08-11 22:45:10 INFO Epoch 10 / 5000:
|
| 124 |
+
2024-08-11 22:45:13 INFO lr: 4.9900e-05 - loss: 0.0315 - UP: 57.45% UR: 21.48% UF: 31.27% P: 56.11% R: 20.98% F: 30.54%
|
| 125 |
+
2024-08-11 22:45:14 INFO dev: loss: nan - UP: 41.21% UR: 10.33% UF: 16.52% P: 36.97% R: 9.27% F: 14.82%
|
| 126 |
+
2024-08-11 22:45:15 INFO test: loss: 0.1632 - UP: 53.59% UR: 8.75% UF: 15.04% P: 42.79% R: 6.99% F: 12.01%
|
| 127 |
+
2024-08-11 22:45:22 INFO 0:00:04.188305s elapsed (saved)
|
| 128 |
+
|
| 129 |
+
2024-08-11 22:45:22 INFO Epoch 11 / 5000:
|
| 130 |
+
2024-08-11 22:45:25 INFO lr: 4.9890e-05 - loss: 0.0569 - UP: 65.86% UR: 21.33% UF: 32.22% P: 64.99% R: 21.05% F: 31.80%
|
| 131 |
+
2024-08-11 22:45:25 INFO dev: loss: nan - UP: 49.02% UR: 7.60% UF: 13.16% P: 45.10% R: 6.99% F: 12.11%
|
| 132 |
+
2024-08-11 22:45:26 INFO test: loss: 0.1657 - UP: 63.11% UR: 6.93% UF: 12.49% P: 52.21% R: 5.74% F: 10.33%
|
| 133 |
+
2024-08-11 22:45:26 INFO 0:00:04.136228s elapsed
|
| 134 |
+
|
| 135 |
+
2024-08-11 22:45:26 INFO Epoch 12 / 5000:
|
| 136 |
+
2024-08-11 22:45:29 INFO lr: 4.9880e-05 - loss: 0.0163 - UP: 61.54% UR: 21.80% UF: 32.19% P: 61.18% R: 21.67% F: 32.01%
|
| 137 |
+
2024-08-11 22:45:29 INFO dev: loss: nan - UP: 50.00% UR: 4.71% UF: 8.61% P: 30.65% R: 2.89% F: 5.28%
|
| 138 |
+
2024-08-11 22:45:30 INFO test: loss: 0.1772 - UP: 62.11% UR: 4.04% UF: 7.58% P: 49.28% R: 3.20% F: 6.02%
|
| 139 |
+
2024-08-11 22:45:30 INFO 0:00:04.085146s elapsed
|
| 140 |
+
|
| 141 |
+
2024-08-11 22:45:30 INFO Epoch 13 / 5000:
|
| 142 |
+
2024-08-11 22:45:33 INFO lr: 4.9870e-05 - loss: 0.0213 - UP: 69.58% UR: 24.93% UF: 36.71% P: 68.88% R: 24.68% F: 36.34%
|
| 143 |
+
2024-08-11 22:45:33 INFO dev: loss: nan - UP: 47.50% UR: 5.78% UF: 10.30% P: 46.25% R: 5.62% F: 10.03%
|
| 144 |
+
2024-08-11 22:45:34 INFO test: loss: 0.1757 - UP: 67.32% UR: 4.60% UF: 8.62% P: 52.95% R: 3.62% F: 6.78%
|
| 145 |
+
2024-08-11 22:45:34 INFO 0:00:04.120198s elapsed
|
| 146 |
+
|
| 147 |
+
2024-08-11 22:45:34 INFO Epoch 14 / 5000:
|
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2024-08-11 22:45:38 INFO test: loss: 0.1821 - UP: 67.69% UR: 7.14% UF: 12.91% P: 56.32% R: 5.94% F: 10.74%
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2024-08-11 22:45:42 INFO test: loss: 0.1933 - UP: 62.95% UR: 7.14% UF: 12.82% P: 52.73% R: 5.98% F: 10.74%
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2024-08-11 22:45:51 INFO test: loss: 0.1946 - UP: 64.83% UR: 10.60% UF: 18.21% P: 53.87% R: 8.80% F: 15.14%
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2024-08-11 22:46:13 INFO test: loss: 0.1875 - UP: 65.23% UR: 8.94% UF: 15.72% P: 53.05% R: 7.27% F: 12.79%
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2024-08-11 22:46:16 INFO dev: loss: nan - UP: 53.33% UR: 4.86% UF: 8.91% P: 48.33% R: 4.41% F: 8.08%
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2024-08-11 22:46:17 INFO test: loss: 0.1893 - UP: 68.17% UR: 5.68% UF: 10.49% P: 58.00% R: 4.83% F: 8.92%
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2024-08-11 22:46:20 INFO dev: loss: nan - UP: 43.92% UR: 12.61% UF: 19.60% P: 41.80% R: 12.01% F: 18.65%
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2024-08-11 22:46:21 INFO test: loss: 0.1963 - UP: 62.52% UR: 12.17% UF: 20.37% P: 52.97% R: 10.31% F: 17.26%
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2024-08-11 22:46:25 INFO test: loss: 0.1991 - UP: 62.22% UR: 15.59% UF: 24.93% P: 52.61% R: 13.18% F: 21.08%
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2024-08-11 22:46:35 INFO dev: loss: nan - UP: 45.41% UR: 15.81% UF: 23.45% P: 39.74% R: 13.83% F: 20.52%
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2024-08-11 22:46:36 INFO test: loss: 0.1959 - UP: 61.60% UR: 14.84% UF: 23.91% P: 50.98% R: 12.28% F: 19.79%
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2024-08-11 22:46:39 INFO dev: loss: nan - UP: 52.78% UR: 5.78% UF: 10.41% P: 51.39% R: 5.62% F: 10.14%
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2024-08-11 22:46:40 INFO test: loss: 0.2272 - UP: 68.58% UR: 6.61% UF: 12.06% P: 58.94% R: 5.68% F: 10.36%
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2024-08-11 22:46:43 INFO dev: loss: nan - UP: 44.61% UR: 13.83% UF: 21.11% P: 37.75% R: 11.70% F: 17.87%
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2024-08-11 22:46:44 INFO test: loss: 0.1944 - UP: 62.15% UR: 11.23% UF: 19.02% P: 51.27% R: 9.26% F: 15.69%
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2024-08-11 22:46:47 INFO dev: loss: nan - UP: 52.32% UR: 12.01% UF: 19.53% P: 47.68% R: 10.94% F: 17.80%
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2024-08-11 22:46:48 INFO test: loss: 0.2096 - UP: 65.79% UR: 11.08% UF: 18.97% P: 57.15% R: 9.63% F: 16.48%
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2024-08-11 22:46:52 INFO dev: loss: nan - UP: 46.40% UR: 15.65% UF: 23.41% P: 41.44% R: 13.98% F: 20.91%
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2024-08-11 22:46:52 INFO test: loss: 0.2225 - UP: 61.44% UR: 14.46% UF: 23.41% P: 51.26% R: 12.06% F: 19.53%
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2024-08-11 22:46:57 INFO test: loss: 0.2605 - UP: 66.67% UR: 8.59% UF: 15.22% P: 55.49% R: 7.15% F: 12.67%
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2024-08-11 22:47:01 INFO test: loss: 0.2303 - UP: 68.45% UR: 10.34% UF: 17.96% P: 56.86% R: 8.59% F: 14.92%
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2024-08-11 22:47:04 INFO dev: loss: nan - UP: 40.87% UR: 12.92% UF: 19.63% P: 37.02% R: 11.70% F: 17.78%
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2024-08-11 22:47:05 INFO test: loss: 0.2434 - UP: 60.83% UR: 13.80% UF: 22.50% P: 49.14% R: 11.15% F: 18.17%
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2024-08-11 22:47:08 INFO dev: loss: nan - UP: 51.40% UR: 13.98% UF: 21.98% P: 48.04% R: 13.07% F: 20.55%
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2024-08-11 22:47:09 INFO test: loss: 0.2302 - UP: 60.68% UR: 13.46% UF: 22.04% P: 47.69% R: 10.58% F: 17.32%
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2024-08-11 22:47:12 INFO dev: loss: nan - UP: 53.51% UR: 9.27% UF: 15.80% P: 52.63% R: 9.12% F: 15.54%
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2024-08-11 22:47:13 INFO test: loss: 0.2564 - UP: 65.72% UR: 9.96% UF: 17.30% P: 54.88% R: 8.32% F: 14.45%
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2024-08-11 22:47:17 INFO dev: loss: nan - UP: 49.36% UR: 11.70% UF: 18.92% P: 46.15% R: 10.94% F: 17.69%
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2024-08-11 22:47:17 INFO test: loss: 0.2220 - UP: 63.12% UR: 13.50% UF: 22.25% P: 51.92% R: 11.11% F: 18.30%
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2024-08-11 22:47:21 INFO dev: loss: nan - UP: 49.73% UR: 13.98% UF: 21.83% P: 46.49% R: 13.07% F: 20.40%
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2024-08-11 22:47:22 INFO test: loss: 0.2223 - UP: 59.93% UR: 16.01% UF: 25.27% P: 48.79% R: 13.03% F: 20.57%
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2024-08-11 22:47:25 INFO dev: loss: nan - UP: 47.64% UR: 13.83% UF: 21.44% P: 46.60% R: 13.53% F: 20.97%
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2024-08-11 22:47:26 INFO test: loss: 0.2413 - UP: 58.92% UR: 15.25% UF: 24.23% P: 49.35% R: 12.78% F: 20.30%
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2024-08-11 22:47:29 INFO dev: loss: nan - UP: 51.92% UR: 12.31% UF: 19.90% P: 50.00% R: 11.85% F: 19.16%
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2024-08-11 22:47:30 INFO test: loss: 0.2462 - UP: 64.94% UR: 13.19% UF: 21.93% P: 55.14% R: 11.20% F: 18.62%
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2024-08-11 22:47:34 INFO test: loss: 0.2375 - UP: 60.98% UR: 18.43% UF: 28.31% P: 51.80% R: 15.66% F: 24.05%
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2024-08-11 22:47:38 INFO test: loss: 0.2547 - UP: 64.53% UR: 13.42% UF: 22.22% P: 54.95% R: 11.43% F: 18.92%
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2024-08-11 22:47:42 INFO test: loss: 0.2581 - UP: 64.83% UR: 13.00% UF: 21.66% P: 54.09% R: 10.85% F: 18.08%
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2024-08-11 22:47:47 INFO test: loss: 0.2709 - UP: 68.04% UR: 10.89% UF: 18.78% P: 58.96% R: 9.44% F: 16.27%
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2024-08-11 22:47:50 INFO dev: loss: nan - UP: 47.03% UR: 13.22% UF: 20.64% P: 44.32% R: 12.46% F: 19.45%
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2024-08-11 22:47:51 INFO test: loss: 0.2525 - UP: 64.36% UR: 15.90% UF: 25.50% P: 53.84% R: 13.30% F: 21.33%
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2024-08-11 22:47:51 INFO 0:00:04.186691s elapsed
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2024-08-11 22:47:51 INFO Epoch 42 / 5000:
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2024-08-11 22:47:54 INFO lr: 4.9580e-05 - loss: 0.0038 - UP: 92.70% UR: 86.69% UF: 89.59% P: 92.70% R: 86.69% F: 89.59%
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| 317 |
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2024-08-11 22:47:54 INFO dev: loss: nan - UP: 51.43% UR: 10.94% UF: 18.05% P: 50.71% R: 10.79% F: 17.79%
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| 318 |
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2024-08-11 22:47:55 INFO test: loss: 0.2611 - UP: 65.43% UR: 11.42% UF: 19.44% P: 56.40% R: 9.84% F: 16.76%
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| 319 |
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2024-08-11 22:47:55 INFO 0:00:04.191939s elapsed
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2024-08-11 22:47:55 INFO Epoch 43 / 5000:
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2024-08-11 22:47:58 INFO lr: 4.9570e-05 - loss: 0.0190 - UP: 91.60% UR: 83.71% UF: 87.48% P: 91.57% R: 83.68% F: 87.45%
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| 323 |
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2024-08-11 22:47:58 INFO dev: loss: nan - UP: 36.65% UR: 8.97% UF: 14.41% P: 34.16% R: 8.36% F: 13.43%
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| 324 |
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2024-08-11 22:47:59 INFO test: loss: 0.2523 - UP: 57.35% UR: 13.40% UF: 21.72% P: 44.73% R: 10.45% F: 16.94%
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| 325 |
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2024-08-11 22:47:59 INFO 0:00:04.128325s elapsed
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2024-08-11 22:47:59 INFO Epoch 44 / 5000:
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2024-08-11 22:48:02 INFO lr: 4.9560e-05 - loss: 0.0987 - UP: 91.36% UR: 78.45% UF: 84.41% P: 91.28% R: 78.39% F: 84.35%
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| 329 |
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2024-08-11 22:48:02 INFO dev: loss: nan - UP: 38.86% UR: 11.40% UF: 17.63% P: 38.86% R: 11.40% F: 17.63%
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| 330 |
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2024-08-11 22:48:03 INFO test: loss: 0.2775 - UP: 60.02% UR: 13.87% UF: 22.53% P: 50.41% R: 11.65% F: 18.92%
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| 331 |
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2024-08-11 22:48:03 INFO 0:00:04.182999s elapsed
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2024-08-11 22:48:03 INFO Epoch 45 / 5000:
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2024-08-11 22:48:06 INFO lr: 4.9550e-05 - loss: 0.0067 - UP: 85.87% UR: 74.63% UF: 79.86% P: 85.26% R: 74.10% F: 79.29%
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| 335 |
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2024-08-11 22:48:07 INFO dev: loss: nan - UP: 45.85% UR: 14.29% UF: 21.78% P: 44.39% R: 13.83% F: 21.09%
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| 336 |
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2024-08-11 22:48:08 INFO test: loss: 0.2794 - UP: 59.76% UR: 14.26% UF: 23.02% P: 49.89% R: 11.90% F: 19.22%
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| 337 |
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2024-08-11 22:48:08 INFO 0:00:04.219655s elapsed
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2024-08-11 22:48:08 INFO Epoch 46 / 5000:
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2024-08-11 22:48:11 INFO lr: 4.9540e-05 - loss: 0.0177 - UP: 79.67% UR: 62.48% UF: 70.04% P: 78.47% R: 61.54% F: 68.98%
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| 341 |
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2024-08-11 22:48:11 INFO dev: loss: nan - UP: 43.23% UR: 10.18% UF: 16.48% P: 40.65% R: 9.57% F: 15.50%
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| 342 |
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2024-08-11 22:48:12 INFO test: loss: 0.2224 - UP: 58.14% UR: 9.76% UF: 16.71% P: 44.51% R: 7.47% F: 12.80%
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| 343 |
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2024-08-11 22:48:12 INFO 0:00:04.176735s elapsed
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2024-08-11 22:48:12 INFO Epoch 47 / 5000:
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2024-08-11 22:48:15 INFO lr: 4.9530e-05 - loss: 0.0172 - UP: 79.58% UR: 63.11% UF: 70.39% P: 78.83% R: 62.51% F: 69.73%
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| 347 |
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2024-08-11 22:48:15 INFO dev: loss: nan - UP: 36.69% UR: 9.42% UF: 14.99% P: 36.09% R: 9.27% F: 14.75%
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| 348 |
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2024-08-11 22:48:16 INFO test: loss: 0.2529 - UP: 53.53% UR: 11.03% UF: 18.29% P: 42.88% R: 8.83% F: 14.65%
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| 349 |
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2024-08-11 22:48:16 INFO 0:00:04.131031s elapsed
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2024-08-11 22:48:16 INFO Epoch 48 / 5000:
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2024-08-11 22:48:19 INFO lr: 4.9520e-05 - loss: 0.1346 - UP: 87.55% UR: 74.44% UF: 80.47% P: 87.00% R: 73.97% F: 79.96%
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| 353 |
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2024-08-11 22:48:19 INFO dev: loss: nan - UP: 41.33% UR: 9.42% UF: 15.35% P: 40.67% R: 9.27% F: 15.10%
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| 354 |
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2024-08-11 22:48:20 INFO test: loss: 0.2439 - UP: 61.90% UR: 10.85% UF: 18.47% P: 52.46% R: 9.19% F: 15.65%
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| 355 |
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2024-08-11 22:48:20 INFO 0:00:04.110812s elapsed
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2024-08-11 22:48:20 INFO Epoch 49 / 5000:
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2024-08-11 22:48:23 INFO lr: 4.9510e-05 - loss: 0.0013 - UP: 86.10% UR: 70.40% UF: 77.46% P: 85.79% R: 70.15% F: 77.19%
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| 359 |
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2024-08-11 22:48:23 INFO dev: loss: nan - UP: 52.38% UR: 11.70% UF: 19.13% P: 47.62% R: 10.64% F: 17.39%
|
| 360 |
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2024-08-11 22:48:24 INFO test: loss: 0.2436 - UP: 56.56% UR: 11.25% UF: 18.77% P: 47.77% R: 9.50% F: 15.85%
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| 361 |
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2024-08-11 22:48:24 INFO 0:00:04.196135s elapsed
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| 362 |
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| 363 |
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2024-08-11 22:48:24 INFO Epoch 50 / 5000:
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2024-08-11 22:48:27 INFO lr: 4.9500e-05 - loss: 0.0097 - UP: 85.60% UR: 73.19% UF: 78.91% P: 85.57% R: 73.16% F: 78.88%
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| 365 |
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2024-08-11 22:48:28 INFO dev: loss: nan - UP: 42.60% UR: 17.93% UF: 25.24% P: 38.63% R: 16.26% F: 22.89%
|
| 366 |
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2024-08-11 22:48:28 INFO test: loss: 0.2277 - UP: 55.72% UR: 17.25% UF: 26.34% P: 45.67% R: 14.14% F: 21.59%
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| 367 |
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2024-08-11 22:48:28 INFO 0:00:04.178460s elapsed
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| 368 |
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2024-08-11 22:48:28 INFO Epoch 51 / 5000:
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2024-08-11 22:48:31 INFO lr: 4.9490e-05 - loss: 0.0015 - UP: 90.13% UR: 73.76% UF: 81.12% P: 89.97% R: 73.63% F: 80.99%
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| 371 |
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2024-08-11 22:48:32 INFO dev: loss: nan - UP: 44.39% UR: 13.83% UF: 21.09% P: 41.46% R: 12.92% F: 19.70%
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| 372 |
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2024-08-11 22:48:32 INFO test: loss: 0.2316 - UP: 60.70% UR: 15.01% UF: 24.07% P: 51.88% R: 12.83% F: 20.57%
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| 373 |
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2024-08-11 22:48:32 INFO 0:00:04.145649s elapsed
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2024-08-11 22:48:32 INFO Epoch 52 / 5000:
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2024-08-11 22:48:35 INFO lr: 4.9480e-05 - loss: 0.0041 - UP: 89.18% UR: 79.99% UF: 84.33% P: 88.79% R: 79.64% F: 83.97%
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| 377 |
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2024-08-11 22:48:36 INFO dev: loss: nan - UP: 36.58% UR: 16.57% UF: 22.80% P: 33.22% R: 15.05% F: 20.71%
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| 378 |
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2024-08-11 22:48:37 INFO test: loss: 0.2576 - UP: 58.15% UR: 19.64% UF: 29.36% P: 47.91% R: 16.18% F: 24.19%
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| 379 |
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2024-08-11 22:48:37 INFO 0:00:04.113318s elapsed
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| 380 |
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| 381 |
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2024-08-11 22:48:45 INFO Epoch 22 saved
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| 382 |
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2024-08-11 22:48:45 INFO dev: UP: 48.20% UR: 16.26% UF: 24.32% P: 45.95% R: 15.50% F: 23.18%
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| 383 |
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2024-08-11 22:48:45 INFO test: UP: 62.22% UR: 15.59% UF: 24.93% P: 52.61% R: 13.18% F: 21.08%
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| 384 |
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2024-08-11 22:48:45 INFO 0:03:36.154466s elapsed, 0:00:04.156817s/epoch
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