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CHANGED
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@@ -4592,3 +4592,5 @@ models/norec/sdp_byKNNMeani6_desc/10/model_vi_norec_nbbert_6 filter=lfs diff=lfs
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| 4592 |
models/norec/sdp_byKNNMeani6_desc/10/model_vi_norec_xlm_6 filter=lfs diff=lfs merge=lfs -text
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| 4593 |
models/norec/sdp_byLength_asc/5/model_vi_norec_nbbert_6 filter=lfs diff=lfs merge=lfs -text
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models/norec/sdp_byLength_asc/5/model_vi_norec_xlm_6 filter=lfs diff=lfs merge=lfs -text
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| 4592 |
models/norec/sdp_byKNNMeani6_desc/10/model_vi_norec_xlm_6 filter=lfs diff=lfs merge=lfs -text
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models/norec/sdp_byLength_asc/5/model_vi_norec_nbbert_6 filter=lfs diff=lfs merge=lfs -text
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| 4594 |
models/norec/sdp_byLength_asc/5/model_vi_norec_xlm_6 filter=lfs diff=lfs merge=lfs -text
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| 4595 |
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models/norec/sdp_byLength_asc/10/model_vi_norec_nbbert_6 filter=lfs diff=lfs merge=lfs -text
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| 4596 |
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models/norec/sdp_byLength_asc/10/model_vi_norec_xlm_6 filter=lfs diff=lfs merge=lfs -text
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models/norec/sdp_byLength_asc/10/model_vi_norec_nbbert_6
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version https://git-lfs.github.com/spec/v1
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oid sha256:5cf8ac8e3b985b39e700fc54e43e489d9792d26d78e5aa82ca48a01c1bdf4a3c
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size 773423479
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models/norec/sdp_byLength_asc/10/model_vi_norec_nbbert_6.train.log
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| 1 |
+
2024-08-12 01:43:59 INFO
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| 2 |
+
---------------------+-------------------------------
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| 3 |
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Param | Value
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| 4 |
+
---------------------+-------------------------------
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| 5 |
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lr | 5e-05
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| 6 |
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mu | 0.9
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| 7 |
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nu | 0.999
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| 8 |
+
eps | 1e-06
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| 9 |
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weight_decay | 0.0
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| 10 |
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lr_rate | 1
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| 11 |
+
patience | 30
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| 12 |
+
update-steps | 1
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| 13 |
+
warmup | 0.0
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| 14 |
+
update_steps | 1
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| 15 |
+
mode | train
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| 16 |
+
path | /home/marvin/structured-sentiment-analysis-bis/models/norec/sdp_byLength_asc/10/model_vi_norec_nbbert_6
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| 17 |
+
device | 1
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| 18 |
+
seed | 1
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| 19 |
+
threads | 16
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| 20 |
+
local_rank | -1
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| 21 |
+
feat | None
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| 22 |
+
build | True
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| 23 |
+
checkpoint | False
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| 24 |
+
encoder | bert
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| 25 |
+
max_len | None
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| 26 |
+
buckets | 32
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| 27 |
+
train | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/norec/head_final/sdp_byLength_asc/10/train.conllu
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| 28 |
+
dev | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/norec/head_final/sdp_byLength_asc/10/dev.conllu
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| 29 |
+
test | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/norec/head_final/sdp/test.conllu
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| 30 |
+
embed | data/glove.6B.100d.txt
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| 31 |
+
unk | unk
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| 32 |
+
n_embed | 100
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| 33 |
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n_embed_proj | 125
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| 34 |
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bert | NbAiLab/nb-bert-base
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| 35 |
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inference | mfvi
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| 36 |
+
---------------------+-------------------------------
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| 37 |
+
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| 38 |
+
2024-08-12 01:43:59 INFO Building the fields
|
| 39 |
+
2024-08-12 01:44:00 INFO CoNLL(
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| 40 |
+
(words): SubwordField(pad=[PAD], unk=[UNK], bos=[CLS])
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| 41 |
+
(labels): ChartField()
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| 42 |
+
)
|
| 43 |
+
2024-08-12 01:44:00 INFO Building the model
|
| 44 |
+
2024-08-12 01:44:01 INFO VISemanticDependencyModel(
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| 45 |
+
(encoder): TransformerEmbedding(NbAiLab/nb-bert-base, n_layers=4, n_out=768, stride=256, pooling=mean, pad_index=0, requires_grad=True)
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| 46 |
+
(encoder_dropout): Dropout(p=0.33, inplace=False)
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| 47 |
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(edge_mlp_d): MLP(n_in=768, n_out=600, dropout=0.25)
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| 48 |
+
(edge_mlp_h): MLP(n_in=768, n_out=600, dropout=0.25)
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| 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)
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| 51 |
+
(edge_attn): Biaffine(n_in=600, bias_x=True, bias_y=True)
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| 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 |
+
2024-08-12 01:44:01 INFO Loading the data
|
| 64 |
+
2024-08-12 01:44:03 INFO
|
| 65 |
+
train: Dataset(n_sentences=869, n_batches=6, n_buckets=6)
|
| 66 |
+
dev: Dataset(n_sentences=152, n_batches=6, n_buckets=6)
|
| 67 |
+
test: Dataset(n_sentences=1272, n_batches=32, n_buckets=32)
|
| 68 |
+
|
| 69 |
+
2024-08-12 01:44:03 INFO Epoch 1 / 5000:
|
| 70 |
+
2024-08-12 01:44:04 INFO lr: 4.9990e-05 - loss: 0.4133 - UP: 3.34% UR: 31.16% UF: 6.03% P: 1.17% R: 10.96% F: 2.12%
|
| 71 |
+
2024-08-12 01:44:04 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 72 |
+
2024-08-12 01:44:05 INFO test: loss: 0.2860 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 73 |
+
2024-08-12 01:44:05 INFO 0:00:01.937728s elapsed
|
| 74 |
+
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| 75 |
+
2024-08-12 01:44:05 INFO Epoch 2 / 5000:
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| 76 |
+
2024-08-12 01:44:05 INFO lr: 4.9980e-05 - loss: 0.3125 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 77 |
+
2024-08-12 01:44:05 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 78 |
+
2024-08-12 01:44:06 INFO test: loss: 0.3665 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
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| 79 |
+
2024-08-12 01:44:06 INFO 0:00:01.504309s elapsed
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| 80 |
+
|
| 81 |
+
2024-08-12 01:44:06 INFO Epoch 3 / 5000:
|
| 82 |
+
2024-08-12 01:44:07 INFO lr: 4.9970e-05 - loss: 0.2920 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 83 |
+
2024-08-12 01:44:07 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 84 |
+
2024-08-12 01:44:08 INFO test: loss: 0.2519 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 85 |
+
2024-08-12 01:44:08 INFO 0:00:01.484392s elapsed
|
| 86 |
+
|
| 87 |
+
2024-08-12 01:44:08 INFO Epoch 4 / 5000:
|
| 88 |
+
2024-08-12 01:44:08 INFO lr: 4.9960e-05 - loss: 0.2444 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
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| 89 |
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2024-08-12 01:44:09 INFO test: loss: 0.2517 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
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2024-08-12 01:44:10 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
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2024-08-12 01:44:11 INFO test: loss: 0.3631 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
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2024-08-12 01:44:11 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
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2024-08-12 01:44:12 INFO test: loss: 0.2670 - UP: 75.00% UR: 0.04% UF: 0.08% P: 75.00% R: 0.04% F: 0.08%
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2024-08-12 01:44:13 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
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2024-08-12 01:44:14 INFO test: loss: 0.2166 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
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2024-08-12 01:44:14 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
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2024-08-12 01:44:15 INFO test: loss: 0.2792 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
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2024-08-12 01:44:16 INFO dev: loss: nan - UP: 36.36% UR: 7.14% UF: 11.94% P: 36.36% R: 7.14% F: 11.94%
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2024-08-12 01:44:17 INFO test: loss: 0.2484 - UP: 15.34% UR: 1.12% UF: 2.08% P: 13.68% R: 1.00% F: 1.86%
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2024-08-12 01:44:20 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
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2024-08-12 01:44:21 INFO test: loss: 0.2047 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
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2024-08-12 01:44:22 INFO lr: 4.9890e-05 - loss: 0.0964 - UP: 29.27% UR: 4.11% UF: 7.21% P: 29.27% R: 4.11% F: 7.21%
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2024-08-12 01:44:22 INFO dev: loss: nan - UP: 60.00% UR: 5.36% UF: 9.84% P: 60.00% R: 5.36% F: 9.84%
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2024-08-12 01:44:22 INFO test: loss: 0.2215 - UP: 66.67% UR: 0.11% UF: 0.22% P: 50.00% R: 0.08% F: 0.16%
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2024-08-12 01:44:23 INFO dev: loss: nan - UP: 38.46% UR: 8.93% UF: 14.49% P: 38.46% R: 8.93% F: 14.49%
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2024-08-12 01:44:24 INFO test: loss: 0.2611 - UP: 50.00% UR: 0.26% UF: 0.51% P: 44.74% R: 0.23% F: 0.46%
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2024-08-12 01:44:29 INFO dev: loss: nan - UP: 40.00% UR: 10.71% UF: 16.90% P: 40.00% R: 10.71% F: 16.90%
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2024-08-12 01:44:30 INFO test: loss: 0.2538 - UP: 60.87% UR: 0.19% UF: 0.38% P: 56.52% R: 0.18% F: 0.35%
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2024-08-12 01:44:37 INFO dev: loss: nan - UP: 47.62% UR: 17.86% UF: 25.97% P: 47.62% R: 17.86% F: 25.97%
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2024-08-12 01:44:38 INFO test: loss: 0.2506 - UP: 36.84% UR: 0.19% UF: 0.38% P: 31.58% R: 0.16% F: 0.32%
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2024-08-12 01:44:44 INFO dev: loss: nan - UP: 42.86% UR: 10.71% UF: 17.14% P: 42.86% R: 10.71% F: 17.14%
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2024-08-12 01:44:45 INFO test: loss: 0.2471 - UP: 16.47% UR: 0.38% UF: 0.74% P: 14.71% R: 0.34% F: 0.66%
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2024-08-12 01:44:45 INFO dev: loss: nan - UP: 37.50% UR: 10.71% UF: 16.67% P: 37.50% R: 10.71% F: 16.67%
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2024-08-12 01:44:46 INFO test: loss: 0.2569 - UP: 70.00% UR: 0.09% UF: 0.19% P: 60.00% R: 0.08% F: 0.16%
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2024-08-12 01:44:47 INFO dev: loss: nan - UP: 33.33% UR: 17.86% UF: 23.26% P: 33.33% R: 17.86% F: 23.26%
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2024-08-12 01:44:48 INFO test: loss: 0.2588 - UP: 57.14% UR: 0.16% UF: 0.32% P: 42.86% R: 0.12% F: 0.24%
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2024-08-12 01:44:48 INFO dev: loss: nan - UP: 38.46% UR: 17.86% UF: 24.39% P: 38.46% R: 17.86% F: 24.39%
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2024-08-12 01:44:49 INFO test: loss: 0.2484 - UP: 20.33% UR: 0.34% UF: 0.66% P: 17.07% R: 0.28% F: 0.56%
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2024-08-12 01:44:50 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
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2024-08-12 01:44:51 INFO test: loss: 0.2668 - UP: 68.18% UR: 0.20% UF: 0.40% P: 63.64% R: 0.19% F: 0.38%
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2024-08-12 01:44:51 INFO dev: loss: nan - UP: 30.23% UR: 23.21% UF: 26.26% P: 30.23% R: 23.21% F: 26.26%
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2024-08-12 01:44:52 INFO test: loss: 0.2635 - UP: 12.77% UR: 1.51% UF: 2.70% P: 11.06% R: 1.31% F: 2.34%
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2024-08-12 01:44:57 INFO lr: 4.9790e-05 - loss: 0.0937 - UP: 58.82% UR: 44.52% UF: 50.68% P: 58.37% R: 44.18% F: 50.29%
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2024-08-12 01:44:57 INFO dev: loss: nan - UP: 42.31% UR: 19.64% UF: 26.83% P: 42.31% R: 19.64% F: 26.83%
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2024-08-12 01:44:58 INFO test: loss: 0.2552 - UP: 45.16% UR: 0.38% UF: 0.75% P: 38.71% R: 0.32% F: 0.64%
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2024-08-12 01:45:03 INFO lr: 4.9780e-05 - loss: 0.0943 - UP: 65.85% UR: 27.74% UF: 39.04% P: 65.85% R: 27.74% F: 39.04%
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2024-08-12 01:45:03 INFO dev: loss: nan - UP: 47.06% UR: 14.29% UF: 21.92% P: 47.06% R: 14.29% F: 21.92%
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2024-08-12 01:45:04 INFO test: loss: 0.2343 - UP: 43.90% UR: 0.24% UF: 0.48% P: 34.15% R: 0.19% F: 0.37%
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2024-08-12 01:45:05 INFO dev: loss: nan - UP: 46.15% UR: 10.71% UF: 17.39% P: 46.15% R: 10.71% F: 17.39%
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2024-08-12 01:45:06 INFO test: loss: 0.2430 - UP: 4.64% UR: 0.54% UF: 0.97% P: 3.48% R: 0.40% F: 0.72%
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2024-08-12 01:45:06 INFO dev: loss: nan - UP: 44.44% UR: 14.29% UF: 21.62% P: 38.89% R: 12.50% F: 18.92%
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2024-08-12 01:45:07 INFO test: loss: 0.2906 - UP: 5.43% UR: 3.69% UF: 4.39% P: 3.60% R: 2.45% F: 2.92%
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2024-08-12 01:45:08 INFO lr: 4.9750e-05 - loss: 0.0514 - UP: 72.98% UR: 61.99% UF: 67.04% P: 71.77% R: 60.96% F: 65.93%
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2024-08-12 01:45:08 INFO dev: loss: nan - UP: 50.00% UR: 14.29% UF: 22.22% P: 50.00% R: 14.29% F: 22.22%
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2024-08-12 01:45:09 INFO test: loss: 0.2590 - UP: 4.93% UR: 1.06% UF: 1.75% P: 3.25% R: 0.70% F: 1.15%
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2024-08-12 01:45:09 INFO lr: 4.9740e-05 - loss: 0.0085 - UP: 83.94% UR: 55.48% UF: 66.80% P: 83.42% R: 55.14% F: 66.39%
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2024-08-12 01:45:09 INFO dev: loss: nan - UP: 50.00% UR: 23.21% UF: 31.71% P: 50.00% R: 23.21% F: 31.71%
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2024-08-12 01:45:10 INFO test: loss: 0.3037 - UP: 5.65% UR: 2.46% UF: 3.43% P: 4.20% R: 1.83% F: 2.55%
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2024-08-12 01:45:15 INFO lr: 4.9730e-05 - loss: 0.0379 - UP: 83.66% UR: 73.63% UF: 78.32% P: 82.88% R: 72.95% F: 77.60%
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2024-08-12 01:45:15 INFO dev: loss: nan - UP: 52.00% UR: 23.21% UF: 32.10% P: 52.00% R: 23.21% F: 32.10%
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2024-08-12 01:45:16 INFO test: loss: 0.4481 - UP: 5.44% UR: 8.80% UF: 6.72% P: 3.56% R: 5.76% F: 4.40%
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2024-08-12 01:45:22 INFO dev: loss: nan - UP: 55.56% UR: 17.86% UF: 27.03% P: 55.56% R: 17.86% F: 27.03%
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2024-08-12 01:45:23 INFO test: loss: 0.3203 - UP: 7.22% UR: 6.37% UF: 6.77% P: 5.04% R: 4.44% F: 4.72%
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2024-08-12 01:45:23 INFO dev: loss: nan - UP: 37.93% UR: 39.29% UF: 38.60% P: 36.21% R: 37.50% F: 36.84%
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2024-08-12 01:45:24 INFO test: loss: 0.4456 - UP: 7.49% UR: 10.31% UF: 8.68% P: 5.28% R: 7.27% F: 6.12%
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2024-08-12 01:45:30 INFO dev: loss: nan - UP: 47.50% UR: 33.93% UF: 39.58% P: 45.00% R: 32.14% F: 37.50%
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2024-08-12 01:45:30 INFO test: loss: 0.3145 - UP: 13.15% UR: 3.72% UF: 5.79% P: 10.67% R: 3.02% F: 4.70%
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2024-08-12 01:45:35 INFO dev: loss: nan - UP: 46.43% UR: 23.21% UF: 30.95% P: 46.43% R: 23.21% F: 30.95%
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2024-08-12 01:45:36 INFO test: loss: 0.2874 - UP: 11.35% UR: 4.79% UF: 6.74% P: 8.99% R: 3.80% F: 5.34%
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2024-08-12 01:45:41 INFO dev: loss: nan - UP: 36.36% UR: 35.71% UF: 36.04% P: 34.55% R: 33.93% F: 34.23%
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2024-08-12 01:45:42 INFO test: loss: 0.4532 - UP: 16.05% UR: 7.35% UF: 10.08% P: 12.11% R: 5.55% F: 7.61%
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2024-08-12 01:45:43 INFO dev: loss: nan - UP: 46.87% UR: 26.79% UF: 34.09% P: 40.62% R: 23.21% F: 29.55%
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2024-08-12 01:45:44 INFO test: loss: 0.4023 - UP: 8.65% UR: 11.73% UF: 9.96% P: 5.74% R: 7.78% F: 6.61%
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2024-08-12 01:45:44 INFO dev: loss: nan - UP: 36.96% UR: 30.36% UF: 33.33% P: 32.61% R: 26.79% F: 29.41%
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2024-08-12 01:45:45 INFO test: loss: 0.4158 - UP: 8.88% UR: 13.30% UF: 10.65% P: 5.85% R: 8.76% F: 7.02%
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2024-08-12 01:45:46 INFO dev: loss: nan - UP: 36.07% UR: 39.29% UF: 37.61% P: 34.43% R: 37.50% F: 35.90%
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2024-08-12 01:45:47 INFO test: loss: 0.4193 - UP: 12.62% UR: 8.52% UF: 10.17% P: 9.45% R: 6.38% F: 7.62%
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2024-08-12 01:45:47 INFO dev: loss: nan - UP: 40.43% UR: 33.93% UF: 36.89% P: 38.30% R: 32.14% F: 34.95%
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2024-08-12 01:45:48 INFO test: loss: 0.4098 - UP: 25.72% UR: 4.21% UF: 7.24% P: 21.12% R: 3.46% F: 5.95%
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2024-08-12 01:45:49 INFO dev: loss: nan - UP: 42.11% UR: 28.57% UF: 34.04% P: 42.11% R: 28.57% F: 34.04%
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2024-08-12 01:45:50 INFO test: loss: 0.3479 - UP: 26.04% UR: 3.45% UF: 6.09% P: 21.26% R: 2.81% F: 4.97%
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2024-08-12 01:45:50 INFO dev: loss: nan - UP: 45.65% UR: 37.50% UF: 41.18% P: 45.65% R: 37.50% F: 41.18%
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2024-08-12 01:45:51 INFO test: loss: 0.3227 - UP: 20.91% UR: 5.48% UF: 8.68% P: 16.03% R: 4.20% F: 6.66%
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2024-08-12 01:45:56 INFO dev: loss: nan - UP: 41.18% UR: 37.50% UF: 39.25% P: 41.18% R: 37.50% F: 39.25%
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2024-08-12 01:45:57 INFO test: loss: 0.3802 - UP: 15.69% UR: 8.83% UF: 11.30% P: 11.58% R: 6.52% F: 8.34%
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2024-08-12 01:45:58 INFO dev: loss: nan - UP: 39.62% UR: 37.50% UF: 38.53% P: 39.62% R: 37.50% F: 38.53%
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2024-08-12 01:45:59 INFO test: loss: 0.4013 - UP: 16.82% UR: 8.49% UF: 11.29% P: 12.48% R: 6.30% F: 8.37%
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2024-08-12 01:45:59 INFO dev: loss: nan - UP: 35.85% UR: 33.93% UF: 34.86% P: 35.85% R: 33.93% F: 34.86%
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2024-08-12 01:46:00 INFO test: loss: 0.4411 - UP: 14.70% UR: 8.27% UF: 10.58% P: 10.15% R: 5.71% F: 7.31%
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2024-08-12 01:46:01 INFO dev: loss: nan - UP: 32.26% UR: 35.71% UF: 33.90% P: 32.26% R: 35.71% F: 33.90%
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2024-08-12 01:46:02 INFO test: loss: 0.4442 - UP: 17.97% UR: 9.60% UF: 12.51% P: 13.08% R: 6.99% F: 9.11%
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2024-08-12 01:46:02 INFO dev: loss: nan - UP: 35.71% UR: 26.79% UF: 30.61% P: 35.71% R: 26.79% F: 30.61%
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2024-08-12 01:46:03 INFO test: loss: 0.3375 - UP: 22.14% UR: 6.54% UF: 10.10% P: 16.13% R: 4.77% F: 7.36%
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2024-08-12 01:46:04 INFO dev: loss: nan - UP: 46.34% UR: 33.93% UF: 39.18% P: 46.34% R: 33.93% F: 39.18%
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2024-08-12 01:46:05 INFO test: loss: 0.3225 - UP: 23.31% UR: 5.91% UF: 9.43% P: 17.37% R: 4.40% F: 7.02%
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2024-08-12 01:46:05 INFO dev: loss: nan - UP: 42.55% UR: 35.71% UF: 38.83% P: 42.55% R: 35.71% F: 38.83%
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2024-08-12 01:46:06 INFO test: loss: 0.3948 - UP: 15.08% UR: 8.98% UF: 11.26% P: 10.56% R: 6.29% F: 7.88%
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2024-08-12 01:46:07 INFO dev: loss: nan - UP: 43.48% UR: 35.71% UF: 39.22% P: 41.30% R: 33.93% F: 37.25%
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2024-08-12 01:46:08 INFO test: loss: 0.4297 - UP: 14.85% UR: 9.50% UF: 11.59% P: 10.45% R: 6.69% F: 8.16%
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2024-08-12 01:46:09 INFO test: loss: 0.2898 - UP: 36.70% UR: 1.62% UF: 3.09% P: 30.28% R: 1.33% F: 2.55%
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2024-08-12 01:46:10 INFO dev: loss: nan - UP: 36.21% UR: 37.50% UF: 36.84% P: 32.76% R: 33.93% F: 33.33%
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2024-08-12 01:46:11 INFO test: loss: 0.5776 - UP: 7.58% UR: 15.28% UF: 10.14% P: 4.62% R: 9.30% F: 6.17%
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2024-08-12 01:46:12 INFO dev: loss: nan - UP: 34.67% UR: 46.43% UF: 39.69% P: 13.33% R: 17.86% F: 15.27%
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2024-08-12 01:46:12 INFO test: loss: 0.4828 - UP: 14.11% UR: 5.95% UF: 8.37% P: 8.17% R: 3.45% F: 4.85%
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2024-08-12 01:46:13 INFO dev: loss: nan - UP: 66.67% UR: 10.71% UF: 18.46% P: 66.67% R: 10.71% F: 18.46%
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2024-08-12 01:46:14 INFO test: loss: 0.3200 - UP: 13.50% UR: 3.10% UF: 5.04% P: 11.09% R: 2.54% F: 4.14%
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2024-08-12 01:46:15 INFO test: loss: 1.5781 - UP: 5.37% UR: 32.07% UF: 9.20% P: 3.62% R: 21.62% F: 6.20%
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2024-08-12 01:46:20 INFO test: loss: 0.5417 - UP: 9.10% UR: 22.71% UF: 12.99% P: 6.14% R: 15.33% F: 8.77%
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2024-08-12 01:46:21 INFO test: loss: 0.3874 - UP: 11.97% UR: 15.95% UF: 13.67% P: 8.02% R: 10.69% F: 9.16%
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| 419 |
+
2024-08-12 01:46:22 INFO dev: loss: nan - UP: 31.91% UR: 26.79% UF: 29.13% P: 25.53% R: 21.43% F: 23.30%
|
| 420 |
+
2024-08-12 01:46:23 INFO test: loss: 0.3169 - UP: 15.65% UR: 11.91% UF: 13.53% P: 10.82% R: 8.24% F: 9.36%
|
| 421 |
+
2024-08-12 01:46:23 INFO 0:00:01.518375s elapsed
|
| 422 |
+
|
| 423 |
+
2024-08-12 01:46:23 INFO Epoch 60 / 5000:
|
| 424 |
+
2024-08-12 01:46:24 INFO lr: 4.9400e-05 - loss: 0.0006 - UP: 97.86% UR: 94.18% UF: 95.99% P: 97.86% R: 94.18% F: 95.99%
|
| 425 |
+
2024-08-12 01:46:24 INFO dev: loss: nan - UP: 34.04% UR: 28.57% UF: 31.07% P: 27.66% R: 23.21% F: 25.24%
|
| 426 |
+
2024-08-12 01:46:25 INFO test: loss: 0.3402 - UP: 16.32% UR: 12.05% UF: 13.86% P: 11.36% R: 8.39% F: 9.65%
|
| 427 |
+
2024-08-12 01:46:25 INFO 0:00:01.521551s elapsed
|
| 428 |
+
|
| 429 |
+
2024-08-12 01:46:25 INFO Epoch 61 / 5000:
|
| 430 |
+
2024-08-12 01:46:25 INFO lr: 4.9390e-05 - loss: 0.0027 - UP: 98.23% UR: 95.21% UF: 96.70% P: 98.23% R: 95.21% F: 96.70%
|
| 431 |
+
2024-08-12 01:46:25 INFO dev: loss: nan - UP: 32.00% UR: 28.57% UF: 30.19% P: 26.00% R: 23.21% F: 24.53%
|
| 432 |
+
2024-08-12 01:46:26 INFO test: loss: 0.3660 - UP: 16.55% UR: 12.52% UF: 14.25% P: 11.81% R: 8.94% F: 10.18%
|
| 433 |
+
2024-08-12 01:46:26 INFO 0:00:01.512991s elapsed
|
| 434 |
+
|
| 435 |
+
2024-08-12 01:46:26 INFO Epoch 62 / 5000:
|
| 436 |
+
2024-08-12 01:46:27 INFO lr: 4.9380e-05 - loss: 0.0080 - UP: 97.25% UR: 96.92% UF: 97.08% P: 97.25% R: 96.92% F: 97.08%
|
| 437 |
+
2024-08-12 01:46:27 INFO dev: loss: nan - UP: 33.96% UR: 32.14% UF: 33.03% P: 26.42% R: 25.00% F: 25.69%
|
| 438 |
+
2024-08-12 01:46:28 INFO test: loss: 0.3967 - UP: 15.43% UR: 12.98% UF: 14.10% P: 11.00% R: 9.25% F: 10.05%
|
| 439 |
+
2024-08-12 01:46:28 INFO 0:00:01.522849s elapsed
|
| 440 |
+
|
| 441 |
+
2024-08-12 01:46:28 INFO Epoch 63 / 5000:
|
| 442 |
+
2024-08-12 01:46:28 INFO lr: 4.9370e-05 - loss: 0.0002 - UP: 97.59% UR: 96.92% UF: 97.25% P: 97.59% R: 96.92% F: 97.25%
|
| 443 |
+
2024-08-12 01:46:28 INFO dev: loss: nan - UP: 35.19% UR: 33.93% UF: 34.55% P: 25.93% R: 25.00% F: 25.45%
|
| 444 |
+
2024-08-12 01:46:29 INFO test: loss: 0.4128 - UP: 15.33% UR: 12.91% UF: 14.02% P: 10.97% R: 9.24% F: 10.03%
|
| 445 |
+
2024-08-12 01:46:29 INFO 0:00:01.549002s elapsed
|
| 446 |
+
|
| 447 |
+
2024-08-12 01:46:29 INFO Epoch 64 / 5000:
|
| 448 |
+
2024-08-12 01:46:30 INFO lr: 4.9360e-05 - loss: 0.0001 - UP: 97.59% UR: 97.26% UF: 97.43% P: 97.59% R: 97.26% F: 97.43%
|
| 449 |
+
2024-08-12 01:46:30 INFO dev: loss: nan - UP: 33.33% UR: 28.57% UF: 30.77% P: 27.08% R: 23.21% F: 25.00%
|
| 450 |
+
2024-08-12 01:46:31 INFO test: loss: 0.3876 - UP: 17.35% UR: 11.20% UF: 13.61% P: 12.34% R: 7.97% F: 9.69%
|
| 451 |
+
2024-08-12 01:46:31 INFO 0:00:01.530766s elapsed
|
| 452 |
+
|
| 453 |
+
2024-08-12 01:46:31 INFO Epoch 65 / 5000:
|
| 454 |
+
2024-08-12 01:46:31 INFO lr: 4.9350e-05 - loss: nan - UP: 98.26% UR: 96.92% UF: 97.59% P: 98.26% R: 96.92% F: 97.59%
|
| 455 |
+
2024-08-12 01:46:31 INFO dev: loss: nan - UP: 31.91% UR: 26.79% UF: 29.13% P: 25.53% R: 21.43% F: 23.30%
|
| 456 |
+
2024-08-12 01:46:32 INFO test: loss: 0.3855 - UP: 18.69% UR: 9.84% UF: 12.89% P: 13.24% R: 6.97% F: 9.14%
|
| 457 |
+
2024-08-12 01:46:32 INFO 0:00:01.528092s elapsed
|
| 458 |
+
|
| 459 |
+
2024-08-12 01:46:32 INFO Epoch 66 / 5000:
|
| 460 |
+
2024-08-12 01:46:33 INFO lr: 4.9340e-05 - loss: 0.0003 - UP: 97.58% UR: 96.58% UF: 97.07% P: 97.58% R: 96.58% F: 97.07%
|
| 461 |
+
2024-08-12 01:46:33 INFO dev: loss: nan - UP: 32.00% UR: 28.57% UF: 30.19% P: 26.00% R: 23.21% F: 24.53%
|
| 462 |
+
2024-08-12 01:46:34 INFO test: loss: 0.3899 - UP: 19.40% UR: 10.27% UF: 13.43% P: 13.99% R: 7.40% F: 9.68%
|
| 463 |
+
2024-08-12 01:46:34 INFO 0:00:01.514201s elapsed
|
| 464 |
+
|
| 465 |
+
2024-08-12 01:46:34 INFO Epoch 67 / 5000:
|
| 466 |
+
2024-08-12 01:46:34 INFO lr: 4.9330e-05 - loss: 0.0041 - UP: 97.59% UR: 96.92% UF: 97.25% P: 97.24% R: 96.58% F: 96.91%
|
| 467 |
+
2024-08-12 01:46:34 INFO dev: loss: nan - UP: 32.69% UR: 30.36% UF: 31.48% P: 25.00% R: 23.21% F: 24.07%
|
| 468 |
+
2024-08-12 01:46:35 INFO test: loss: 0.3835 - UP: 18.94% UR: 11.00% UF: 13.92% P: 13.72% R: 7.97% F: 10.08%
|
| 469 |
+
2024-08-12 01:46:35 INFO 0:00:01.546329s elapsed
|
| 470 |
+
|
| 471 |
+
2024-08-12 01:46:35 INFO Epoch 68 / 5000:
|
| 472 |
+
2024-08-12 01:46:36 INFO lr: 4.9320e-05 - loss: 0.0000 - UP: 98.27% UR: 97.26% UF: 97.76% P: 98.27% R: 97.26% F: 97.76%
|
| 473 |
+
2024-08-12 01:46:36 INFO dev: loss: nan - UP: 33.96% UR: 32.14% UF: 33.03% P: 24.53% R: 23.21% F: 23.85%
|
| 474 |
+
2024-08-12 01:46:37 INFO test: loss: 0.3839 - UP: 19.04% UR: 10.95% UF: 13.90% P: 13.77% R: 7.92% F: 10.05%
|
| 475 |
+
2024-08-12 01:46:37 INFO 0:00:01.523036s elapsed
|
| 476 |
+
|
| 477 |
+
2024-08-12 01:46:37 INFO Epoch 69 / 5000:
|
| 478 |
+
2024-08-12 01:46:37 INFO lr: 4.9310e-05 - loss: 0.0025 - UP: 97.95% UR: 97.95% UF: 97.95% P: 97.95% R: 97.95% F: 97.95%
|
| 479 |
+
2024-08-12 01:46:37 INFO dev: loss: nan - UP: 36.00% UR: 32.14% UF: 33.96% P: 26.00% R: 23.21% F: 24.53%
|
| 480 |
+
2024-08-12 01:46:38 INFO test: loss: 0.3588 - UP: 18.99% UR: 9.44% UF: 12.61% P: 13.52% R: 6.72% F: 8.97%
|
| 481 |
+
2024-08-12 01:46:38 INFO 0:00:01.541861s elapsed
|
| 482 |
+
|
| 483 |
+
2024-08-12 01:46:38 INFO Epoch 70 / 5000:
|
| 484 |
+
2024-08-12 01:46:39 INFO lr: 4.9300e-05 - loss: nan - UP: 97.25% UR: 96.92% UF: 97.08% P: 97.25% R: 96.92% F: 97.08%
|
| 485 |
+
2024-08-12 01:46:39 INFO dev: loss: nan - UP: 36.00% UR: 32.14% UF: 33.96% P: 26.00% R: 23.21% F: 24.53%
|
| 486 |
+
2024-08-12 01:46:40 INFO test: loss: 0.3504 - UP: 19.78% UR: 9.07% UF: 12.44% P: 14.00% R: 6.42% F: 8.80%
|
| 487 |
+
2024-08-12 01:46:40 INFO 0:00:01.531375s elapsed
|
| 488 |
+
|
| 489 |
+
2024-08-12 01:46:40 INFO Epoch 71 / 5000:
|
| 490 |
+
2024-08-12 01:46:40 INFO lr: 4.9290e-05 - loss: 0.0002 - UP: 98.61% UR: 96.92% UF: 97.75% P: 98.61% R: 96.92% F: 97.75%
|
| 491 |
+
2024-08-12 01:46:41 INFO dev: loss: nan - UP: 33.96% UR: 32.14% UF: 33.03% P: 24.53% R: 23.21% F: 23.85%
|
| 492 |
+
2024-08-12 01:46:41 INFO test: loss: 0.3646 - UP: 19.58% UR: 9.84% UF: 13.10% P: 13.90% R: 6.99% F: 9.30%
|
| 493 |
+
2024-08-12 01:46:41 INFO 0:00:01.551495s elapsed
|
| 494 |
+
|
| 495 |
+
2024-08-12 01:46:46 INFO Epoch 41 saved
|
| 496 |
+
2024-08-12 01:46:46 INFO dev: UP: 45.65% UR: 37.50% UF: 41.18% P: 45.65% R: 37.50% F: 41.18%
|
| 497 |
+
2024-08-12 01:46:46 INFO test: UP: 20.91% UR: 5.48% UF: 8.68% P: 16.03% R: 4.20% F: 6.66%
|
| 498 |
+
2024-08-12 01:46:46 INFO 0:01:47.753443s elapsed, 0:00:01.517654s/epoch
|
models/norec/sdp_byLength_asc/10/model_vi_norec_xlm_6
ADDED
|
@@ -0,0 +1,3 @@
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+
version https://git-lfs.github.com/spec/v1
|
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oid sha256:2672611a968618e0527a91f7f9db99ccdc0a3569e795eb871437355abd9cec98
|
| 3 |
+
size 1177845978
|
models/norec/sdp_byLength_asc/10/model_vi_norec_xlm_6.train.log
ADDED
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@@ -0,0 +1,636 @@
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| 1 |
+
2024-08-12 01:46:49 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_byLength_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_byLength_asc/10/train.conllu
|
| 28 |
+
dev | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/norec/head_final/sdp_byLength_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 |
+
2024-08-12 01:46:49 INFO Building the fields
|
| 39 |
+
2024-08-12 01:46:50 INFO CoNLL(
|
| 40 |
+
(words): SubwordField(pad=<pad>, unk=<unk>, bos=<s>)
|
| 41 |
+
(labels): ChartField()
|
| 42 |
+
)
|
| 43 |
+
2024-08-12 01:46:50 INFO Building the model
|
| 44 |
+
2024-08-12 01:46:53 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 |
+
2024-08-12 01:46:53 INFO Loading the data
|
| 64 |
+
2024-08-12 01:46:54 INFO
|
| 65 |
+
train: Dataset(n_sentences=869, n_batches=6, n_buckets=6)
|
| 66 |
+
dev: Dataset(n_sentences=152, n_batches=6, n_buckets=6)
|
| 67 |
+
test: Dataset(n_sentences=1272, n_batches=32, n_buckets=32)
|
| 68 |
+
|
| 69 |
+
2024-08-12 01:46:54 INFO Epoch 1 / 5000:
|
| 70 |
+
2024-08-12 01:46:55 INFO lr: 4.9990e-05 - loss: 0.3048 - UP: 3.20% UR: 28.77% UF: 5.75% P: 1.26% R: 11.30% F: 2.26%
|
| 71 |
+
2024-08-12 01:46:55 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 72 |
+
2024-08-12 01:46:56 INFO test: loss: 0.2351 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 73 |
+
2024-08-12 01:46:56 INFO 0:00:02.055584s elapsed
|
| 74 |
+
|
| 75 |
+
2024-08-12 01:46:56 INFO Epoch 2 / 5000:
|
| 76 |
+
2024-08-12 01:46:56 INFO lr: 4.9980e-05 - loss: 0.3014 - UP: 12.50% UR: 0.34% UF: 0.67% P: 0.00% R: 0.00% F: 0.00%
|
| 77 |
+
2024-08-12 01:46:57 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 78 |
+
2024-08-12 01:46:57 INFO test: loss: 0.4903 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 79 |
+
2024-08-12 01:46:57 INFO 0:00:01.535722s elapsed
|
| 80 |
+
|
| 81 |
+
2024-08-12 01:46:57 INFO Epoch 3 / 5000:
|
| 82 |
+
2024-08-12 01:46:58 INFO lr: 4.9970e-05 - loss: 0.2832 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 83 |
+
2024-08-12 01:46:58 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 84 |
+
2024-08-12 01:46:59 INFO test: loss: 0.2241 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 85 |
+
2024-08-12 01:46:59 INFO 0:00:01.539016s elapsed
|
| 86 |
+
|
| 87 |
+
2024-08-12 01:46:59 INFO Epoch 4 / 5000:
|
| 88 |
+
2024-08-12 01:47:00 INFO lr: 4.9960e-05 - loss: 0.2874 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 89 |
+
2024-08-12 01:47:00 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 90 |
+
2024-08-12 01:47:00 INFO test: loss: 0.1924 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 91 |
+
2024-08-12 01:47:00 INFO 0:00:01.537852s elapsed
|
| 92 |
+
|
| 93 |
+
2024-08-12 01:47:00 INFO Epoch 5 / 5000:
|
| 94 |
+
2024-08-12 01:47:01 INFO lr: 4.9950e-05 - loss: 0.2895 - UP: 45.00% UR: 3.08% UF: 5.77% P: 20.00% R: 1.37% F: 2.56%
|
| 95 |
+
2024-08-12 01:47:01 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 96 |
+
2024-08-12 01:47:02 INFO test: loss: 0.2158 - UP: 0.84% UR: 0.22% UF: 0.34% P: 0.47% R: 0.12% F: 0.19%
|
| 97 |
+
2024-08-12 01:47:02 INFO 0:00:01.514894s elapsed
|
| 98 |
+
|
| 99 |
+
2024-08-12 01:47:02 INFO Epoch 6 / 5000:
|
| 100 |
+
2024-08-12 01:47:03 INFO lr: 4.9940e-05 - loss: nan - UP: 33.33% UR: 0.34% UF: 0.68% P: 0.00% R: 0.00% F: 0.00%
|
| 101 |
+
2024-08-12 01:47:03 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 102 |
+
2024-08-12 01:47:03 INFO test: loss: 0.3972 - UP: 1.40% UR: 3.50% UF: 2.00% P: 0.88% R: 2.19% F: 1.26%
|
| 103 |
+
2024-08-12 01:47:03 INFO 0:00:01.551420s elapsed
|
| 104 |
+
|
| 105 |
+
2024-08-12 01:47:03 INFO Epoch 7 / 5000:
|
| 106 |
+
2024-08-12 01:47:04 INFO lr: 4.9930e-05 - loss: 0.2114 - UP: 24.32% UR: 3.08% UF: 5.47% P: 24.32% R: 3.08% F: 5.47%
|
| 107 |
+
2024-08-12 01:47:04 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 108 |
+
2024-08-12 01:47:05 INFO test: loss: 0.1979 - UP: 4.72% UR: 0.13% UF: 0.26% P: 4.72% R: 0.13% F: 0.26%
|
| 109 |
+
2024-08-12 01:47:05 INFO 0:00:01.525689s elapsed
|
| 110 |
+
|
| 111 |
+
2024-08-12 01:47:05 INFO Epoch 8 / 5000:
|
| 112 |
+
2024-08-12 01:47:06 INFO lr: 4.9920e-05 - loss: 0.1976 - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 113 |
+
2024-08-12 01:47:06 INFO dev: loss: nan - UP: 66.67% UR: 3.57% UF: 6.78% P: 66.67% R: 3.57% F: 6.78%
|
| 114 |
+
2024-08-12 01:47:07 INFO test: loss: 0.2038 - UP: 4.38% UR: 1.12% UF: 1.78% P: 3.12% R: 0.79% F: 1.27%
|
| 115 |
+
2024-08-12 01:47:11 INFO 0:00:01.507276s elapsed (saved)
|
| 116 |
+
|
| 117 |
+
2024-08-12 01:47:11 INFO Epoch 9 / 5000:
|
| 118 |
+
2024-08-12 01:47:12 INFO lr: 4.9910e-05 - loss: nan - UP: 34.48% UR: 3.42% UF: 6.23% P: 34.48% R: 3.42% F: 6.23%
|
| 119 |
+
2024-08-12 01:47:12 INFO dev: loss: nan - UP: 50.00% UR: 1.79% UF: 3.45% P: 50.00% R: 1.79% F: 3.45%
|
| 120 |
+
2024-08-12 01:47:13 INFO test: loss: 0.2197 - UP: 20.00% UR: 0.05% UF: 0.11% P: 20.00% R: 0.05% F: 0.11%
|
| 121 |
+
2024-08-12 01:47:13 INFO 0:00:01.552939s elapsed
|
| 122 |
+
|
| 123 |
+
2024-08-12 01:47:13 INFO Epoch 10 / 5000:
|
| 124 |
+
2024-08-12 01:47:13 INFO lr: 4.9900e-05 - loss: 0.0694 - UP: 90.00% UR: 3.08% UF: 5.96% P: 90.00% R: 3.08% F: 5.96%
|
| 125 |
+
2024-08-12 01:47:14 INFO dev: loss: nan - UP: 50.00% UR: 5.36% UF: 9.68% P: 50.00% R: 5.36% F: 9.68%
|
| 126 |
+
2024-08-12 01:47:14 INFO test: loss: 0.2052 - UP: 26.42% UR: 0.19% UF: 0.37% P: 24.53% R: 0.18% F: 0.35%
|
| 127 |
+
2024-08-12 01:47:22 INFO 0:00:01.523451s elapsed (saved)
|
| 128 |
+
|
| 129 |
+
2024-08-12 01:47:22 INFO Epoch 11 / 5000:
|
| 130 |
+
2024-08-12 01:47:23 INFO lr: 4.9890e-05 - loss: 0.1753 - UP: 61.22% UR: 10.27% UF: 17.60% P: 51.02% R: 8.56% F: 14.66%
|
| 131 |
+
2024-08-12 01:47:23 INFO dev: loss: nan - UP: 66.67% UR: 10.71% UF: 18.46% P: 66.67% R: 10.71% F: 18.46%
|
| 132 |
+
2024-08-12 01:47:24 INFO test: loss: 0.2248 - UP: 6.43% UR: 0.89% UF: 1.56% P: 4.00% R: 0.55% F: 0.97%
|
| 133 |
+
2024-08-12 01:47:32 INFO 0:00:01.519602s elapsed (saved)
|
| 134 |
+
|
| 135 |
+
2024-08-12 01:47:32 INFO Epoch 12 / 5000:
|
| 136 |
+
2024-08-12 01:47:32 INFO lr: 4.9880e-05 - loss: 0.2328 - UP: 57.50% UR: 7.88% UF: 13.86% P: 55.00% R: 7.53% F: 13.25%
|
| 137 |
+
2024-08-12 01:47:32 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 138 |
+
2024-08-12 01:47:33 INFO test: loss: 0.2083 - UP: 33.33% UR: 0.04% UF: 0.08% P: 33.33% R: 0.04% F: 0.08%
|
| 139 |
+
2024-08-12 01:47:33 INFO 0:00:01.510643s elapsed
|
| 140 |
+
|
| 141 |
+
2024-08-12 01:47:33 INFO Epoch 13 / 5000:
|
| 142 |
+
2024-08-12 01:47:34 INFO lr: 4.9870e-05 - loss: 0.1824 - UP: 51.43% UR: 6.16% UF: 11.01% P: 42.86% R: 5.14% F: 9.17%
|
| 143 |
+
2024-08-12 01:47:34 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00%
|
| 144 |
+
2024-08-12 01:47:35 INFO test: loss: 0.2002 - UP: 11.86% UR: 2.25% UF: 3.78% P: 8.59% R: 1.63% F: 2.74%
|
| 145 |
+
2024-08-12 01:47:35 INFO 0:00:01.520496s elapsed
|
| 146 |
+
|
| 147 |
+
2024-08-12 01:47:35 INFO Epoch 14 / 5000:
|
| 148 |
+
2024-08-12 01:47:35 INFO lr: 4.9860e-05 - loss: 0.1585 - UP: 61.82% UR: 11.64% UF: 19.60% P: 45.45% R: 8.56% F: 14.41%
|
| 149 |
+
2024-08-12 01:47:35 INFO dev: loss: nan - UP: 43.75% UR: 25.00% UF: 31.82% P: 34.37% R: 19.64% F: 25.00%
|
| 150 |
+
2024-08-12 01:47:36 INFO test: loss: 0.2186 - UP: 11.57% UR: 3.70% UF: 5.61% P: 8.08% R: 2.58% F: 3.92%
|
| 151 |
+
2024-08-12 01:47:44 INFO 0:00:01.514933s elapsed (saved)
|
| 152 |
+
|
| 153 |
+
2024-08-12 01:47:44 INFO Epoch 15 / 5000:
|
| 154 |
+
2024-08-12 01:47:44 INFO lr: 4.9850e-05 - loss: 0.1060 - UP: 53.41% UR: 16.10% UF: 24.74% P: 38.64% R: 11.64% F: 17.89%
|
| 155 |
+
2024-08-12 01:47:44 INFO dev: loss: nan - UP: 50.00% UR: 5.36% UF: 9.68% P: 50.00% R: 5.36% F: 9.68%
|
| 156 |
+
2024-08-12 01:47:45 INFO test: loss: 0.1815 - UP: 23.90% UR: 0.88% UF: 1.69% P: 18.01% R: 0.66% F: 1.27%
|
| 157 |
+
2024-08-12 01:47:45 INFO 0:00:01.549026s elapsed
|
| 158 |
+
|
| 159 |
+
2024-08-12 01:47:45 INFO Epoch 16 / 5000:
|
| 160 |
+
2024-08-12 01:47:46 INFO lr: 4.9840e-05 - loss: 0.0738 - UP: 72.22% UR: 8.90% UF: 15.85% P: 69.44% R: 8.56% F: 15.24%
|
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2024-08-12 01:48:00 INFO dev: loss: nan - UP: 58.33% UR: 12.50% UF: 20.59% P: 41.67% R: 8.93% F: 14.71%
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2024-08-12 01:48:02 INFO test: loss: 0.2663 - UP: 12.30% UR: 9.69% UF: 10.84% P: 8.86% R: 6.99% F: 7.81%
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2024-08-12 01:48:05 INFO test: loss: 0.2442 - UP: 19.59% UR: 3.94% UF: 6.57% P: 13.70% R: 2.76% F: 4.59%
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2024-08-12 01:48:15 INFO dev: loss: nan - UP: 38.00% UR: 33.93% UF: 35.85% P: 36.00% R: 32.14% F: 33.96%
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2024-08-12 01:48:16 INFO test: loss: 0.2881 - UP: 14.55% UR: 2.02% UF: 3.55% P: 10.38% R: 1.44% F: 2.53%
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2024-08-12 01:48:23 INFO dev: loss: nan - UP: 47.06% UR: 14.29% UF: 21.92% P: 47.06% R: 14.29% F: 21.92%
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2024-08-12 01:48:24 INFO test: loss: 0.2468 - UP: 19.93% UR: 1.56% UF: 2.90% P: 13.75% R: 1.08% F: 2.00%
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2024-08-12 01:48:24 INFO dev: loss: nan - UP: 43.33% UR: 23.21% UF: 30.23% P: 43.33% R: 23.21% F: 30.23%
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2024-08-12 01:48:27 INFO test: loss: 0.3047 - UP: 23.27% UR: 5.79% UF: 9.27% P: 16.94% R: 4.21% F: 6.75%
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2024-08-12 01:48:28 INFO test: loss: 0.3179 - UP: 23.54% UR: 6.02% UF: 9.59% P: 16.85% R: 4.31% F: 6.86%
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2024-08-12 01:48:48 INFO test: loss: 0.3151 - UP: 26.89% UR: 2.64% UF: 4.81% P: 18.66% R: 1.83% F: 3.33%
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2024-08-12 01:48:50 INFO test: loss: 0.3642 - UP: 22.23% UR: 4.75% UF: 7.83% P: 15.49% R: 3.31% F: 5.46%
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2024-08-12 01:48:51 INFO test: loss: 0.3855 - UP: 19.39% UR: 6.62% UF: 9.87% P: 13.48% R: 4.60% F: 6.86%
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2024-08-12 01:49:01 INFO test: loss: 0.3407 - UP: 18.86% UR: 5.74% UF: 8.80% P: 12.97% R: 3.94% F: 6.05%
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2024-08-12 01:49:01 INFO dev: loss: nan - UP: 44.07% UR: 46.43% UF: 45.22% P: 42.37% R: 44.64% F: 43.48%
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2024-08-12 01:49:12 INFO dev: loss: nan - UP: 39.39% UR: 46.43% UF: 42.62% P: 36.36% R: 42.86% F: 39.34%
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2024-08-12 01:49:25 INFO dev: loss: nan - UP: 46.15% UR: 32.14% UF: 37.89% P: 43.59% R: 30.36% F: 35.79%
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2024-08-12 01:49:26 INFO dev: loss: nan - UP: 48.72% UR: 33.93% UF: 40.00% P: 38.46% R: 26.79% F: 31.58%
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2024-08-12 01:49:28 INFO dev: loss: nan - UP: 55.32% UR: 46.43% UF: 50.49% P: 55.32% R: 46.43% F: 50.49%
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2024-08-12 01:49:28 INFO test: loss: 0.3297 - UP: 27.20% UR: 5.53% UF: 9.20% P: 19.59% R: 3.98% F: 6.62%
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2024-08-12 01:49:36 INFO dev: loss: nan - UP: 44.64% UR: 44.64% UF: 44.64% P: 42.86% R: 42.86% F: 42.86%
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2024-08-12 01:49:37 INFO test: loss: 0.4354 - UP: 24.02% UR: 6.11% UF: 9.74% P: 16.83% R: 4.28% F: 6.83%
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2024-08-12 01:49:38 INFO dev: loss: nan - UP: 54.29% UR: 33.93% UF: 41.76% P: 51.43% R: 32.14% F: 39.56%
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2024-08-12 01:49:39 INFO test: loss: 0.3666 - UP: 18.95% UR: 7.16% UF: 10.40% P: 13.36% R: 5.05% F: 7.33%
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2024-08-12 01:49:39 INFO dev: loss: nan - UP: 39.62% UR: 37.50% UF: 38.53% P: 37.74% R: 35.71% F: 36.70%
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2024-08-12 01:49:40 INFO test: loss: 0.3885 - UP: 12.72% UR: 10.51% UF: 11.51% P: 8.60% R: 7.11% F: 7.78%
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2024-08-12 01:49:41 INFO dev: loss: nan - UP: 42.86% UR: 32.14% UF: 36.73% P: 40.48% R: 30.36% F: 34.69%
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2024-08-12 01:49:42 INFO test: loss: 0.4331 - UP: 11.69% UR: 11.89% UF: 11.79% P: 7.71% R: 7.84% F: 7.77%
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2024-08-12 01:49:42 INFO dev: loss: nan - UP: 52.78% UR: 33.93% UF: 41.30% P: 50.00% R: 32.14% F: 39.13%
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2024-08-12 01:49:43 INFO test: loss: 0.3786 - UP: 14.58% UR: 9.64% UF: 11.60% P: 9.59% R: 6.34% F: 7.63%
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2024-08-12 01:49:44 INFO dev: loss: nan - UP: 47.50% UR: 33.93% UF: 39.58% P: 45.00% R: 32.14% F: 37.50%
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2024-08-12 01:49:45 INFO test: loss: 0.4284 - UP: 13.31% UR: 11.23% UF: 12.18% P: 8.82% R: 7.44% F: 8.08%
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2024-08-12 01:49:46 INFO dev: loss: nan - UP: 44.68% UR: 37.50% UF: 40.78% P: 42.55% R: 35.71% F: 38.83%
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2024-08-12 01:49:46 INFO test: loss: 0.4705 - UP: 12.52% UR: 12.13% UF: 12.32% P: 8.39% R: 8.13% F: 8.26%
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2024-08-12 01:49:47 INFO dev: loss: nan - UP: 46.00% UR: 41.07% UF: 43.40% P: 44.00% R: 39.29% F: 41.51%
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2024-08-12 01:49:48 INFO test: loss: 0.4628 - UP: 13.17% UR: 12.21% UF: 12.67% P: 8.81% R: 8.17% F: 8.48%
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2024-08-12 01:49:49 INFO dev: loss: nan - UP: 45.24% UR: 33.93% UF: 38.78% P: 45.24% R: 33.93% F: 38.78%
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2024-08-12 01:49:49 INFO test: loss: 0.3838 - UP: 15.32% UR: 10.84% UF: 12.70% P: 10.32% R: 7.30% F: 8.55%
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2024-08-12 01:49:50 INFO dev: loss: nan - UP: 50.00% UR: 37.50% UF: 42.86% P: 50.00% R: 37.50% F: 42.86%
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2024-08-12 01:49:51 INFO test: loss: 0.3664 - UP: 19.12% UR: 9.34% UF: 12.55% P: 13.59% R: 6.64% F: 8.92%
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2024-08-12 01:49:52 INFO dev: loss: nan - UP: 60.00% UR: 42.86% UF: 50.00% P: 57.50% R: 41.07% F: 47.92%
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2024-08-12 01:49:52 INFO test: loss: 0.3821 - UP: 22.25% UR: 8.43% UF: 12.22% P: 15.88% R: 6.02% F: 8.73%
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2024-08-12 01:49:53 INFO dev: loss: nan - UP: 50.88% UR: 51.79% UF: 51.33% P: 49.12% R: 50.00% F: 49.56%
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2024-08-12 01:49:54 INFO test: loss: 0.4493 - UP: 18.12% UR: 9.63% UF: 12.57% P: 12.87% R: 6.84% F: 8.93%
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2024-08-12 01:49:55 INFO dev: loss: nan - UP: 57.45% UR: 48.21% UF: 52.43% P: 55.32% R: 46.43% F: 50.49%
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2024-08-12 01:49:56 INFO test: loss: 0.3839 - UP: 24.67% UR: 7.66% UF: 11.69% P: 18.39% R: 5.71% F: 8.71%
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2024-08-12 01:49:56 INFO dev: loss: nan - UP: 53.66% UR: 39.29% UF: 45.36% P: 53.66% R: 39.29% F: 45.36%
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2024-08-12 01:49:57 INFO test: loss: 0.3412 - UP: 28.60% UR: 6.42% UF: 10.49% P: 21.46% R: 4.82% F: 7.87%
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2024-08-12 01:49:58 INFO dev: loss: nan - UP: 49.12% UR: 50.00% UF: 49.56% P: 49.12% R: 50.00% F: 49.56%
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2024-08-12 01:49:59 INFO test: loss: 0.3501 - UP: 26.67% UR: 7.09% UF: 11.21% P: 20.09% R: 5.34% F: 8.44%
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2024-08-12 01:49:59 INFO dev: loss: nan - UP: 51.85% UR: 50.00% UF: 50.91% P: 51.85% R: 50.00% F: 50.91%
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2024-08-12 01:50:00 INFO test: loss: 0.3794 - UP: 24.76% UR: 7.61% UF: 11.64% P: 18.62% R: 5.72% F: 8.75%
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2024-08-12 01:50:09 INFO dev: loss: nan - UP: 54.76% UR: 41.07% UF: 46.94% P: 54.76% R: 41.07% F: 46.94%
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2024-08-12 01:50:10 INFO test: loss: 0.3849 - UP: 25.62% UR: 7.28% UF: 11.34% P: 19.13% R: 5.44% F: 8.47%
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2024-08-12 01:50:10 INFO dev: loss: nan - UP: 50.00% UR: 33.93% UF: 40.43% P: 50.00% R: 33.93% F: 40.43%
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2024-08-12 01:50:11 INFO test: loss: 0.3808 - UP: 26.00% UR: 6.74% UF: 10.71% P: 19.51% R: 5.06% F: 8.04%
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2024-08-12 01:50:12 INFO dev: loss: nan - UP: 46.81% UR: 39.29% UF: 42.72% P: 44.68% R: 37.50% F: 40.78%
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2024-08-12 01:50:13 INFO test: loss: 0.3824 - UP: 24.43% UR: 7.57% UF: 11.55% P: 18.22% R: 5.64% F: 8.61%
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2024-08-12 01:50:13 INFO dev: loss: nan - UP: 50.00% UR: 39.29% UF: 44.00% P: 50.00% R: 39.29% F: 44.00%
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2024-08-12 01:50:14 INFO test: loss: 0.3916 - UP: 24.10% UR: 7.86% UF: 11.86% P: 17.95% R: 5.86% F: 8.83%
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2024-08-12 01:50:15 INFO dev: loss: nan - UP: 52.94% UR: 32.14% UF: 40.00% P: 52.94% R: 32.14% F: 40.00%
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2024-08-12 01:50:16 INFO test: loss: 0.3646 - UP: 29.34% UR: 5.51% UF: 9.27% P: 22.45% R: 4.21% F: 7.10%
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2024-08-12 01:50:16 INFO dev: loss: nan - UP: 42.62% UR: 46.43% UF: 44.44% P: 42.62% R: 46.43% F: 44.44%
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2024-08-12 01:50:17 INFO test: loss: 0.3947 - UP: 22.57% UR: 8.33% UF: 12.17% P: 16.34% R: 6.03% F: 8.81%
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2024-08-12 01:50:18 INFO dev: loss: nan - UP: 51.35% UR: 33.93% UF: 40.86% P: 51.35% R: 33.93% F: 40.86%
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| 492 |
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2024-08-12 01:50:19 INFO test: loss: 0.3721 - UP: 22.71% UR: 7.44% UF: 11.21% P: 16.26% R: 5.33% F: 8.03%
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2024-08-12 01:50:19 INFO 0:00:01.516341s elapsed
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2024-08-12 01:50:19 INFO Epoch 72 / 5000:
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2024-08-12 01:50:19 INFO lr: 4.9280e-05 - loss: 0.0015 - UP: 98.61% UR: 96.92% UF: 97.75% P: 98.61% R: 96.92% F: 97.75%
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| 497 |
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2024-08-12 01:50:20 INFO dev: loss: nan - UP: 50.00% UR: 37.50% UF: 42.86% P: 50.00% R: 37.50% F: 42.86%
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| 498 |
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2024-08-12 01:50:20 INFO test: loss: 0.3683 - UP: 23.14% UR: 7.81% UF: 11.68% P: 16.52% R: 5.57% F: 8.34%
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2024-08-12 01:50:20 INFO 0:00:01.523135s elapsed
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2024-08-12 01:50:20 INFO Epoch 73 / 5000:
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2024-08-12 01:50:21 INFO lr: 4.9270e-05 - loss: nan - UP: 98.29% UR: 98.29% UF: 98.29% P: 98.29% R: 98.29% F: 98.29%
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| 503 |
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2024-08-12 01:50:21 INFO dev: loss: nan - UP: 42.42% UR: 50.00% UF: 45.90% P: 42.42% R: 50.00% F: 45.90%
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| 504 |
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2024-08-12 01:50:22 INFO test: loss: 0.3973 - UP: 21.96% UR: 8.94% UF: 12.71% P: 15.71% R: 6.39% F: 9.09%
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| 505 |
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2024-08-12 01:50:22 INFO 0:00:01.539761s elapsed
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2024-08-12 01:50:22 INFO Epoch 74 / 5000:
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2024-08-12 01:50:23 INFO lr: 4.9260e-05 - loss: 0.0145 - UP: 95.95% UR: 97.26% UF: 96.60% P: 95.95% R: 97.26% F: 96.60%
|
| 509 |
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2024-08-12 01:50:23 INFO dev: loss: nan - UP: 43.55% UR: 48.21% UF: 45.76% P: 43.55% R: 48.21% F: 45.76%
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| 510 |
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2024-08-12 01:50:23 INFO test: loss: 0.3983 - UP: 22.90% UR: 8.48% UF: 12.38% P: 16.43% R: 6.09% F: 8.88%
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| 511 |
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2024-08-12 01:50:23 INFO 0:00:01.544545s elapsed
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2024-08-12 01:50:23 INFO Epoch 75 / 5000:
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2024-08-12 01:50:24 INFO lr: 4.9250e-05 - loss: nan - UP: 98.26% UR: 96.92% UF: 97.59% P: 98.26% R: 96.92% F: 97.59%
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| 515 |
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2024-08-12 01:50:24 INFO dev: loss: nan - UP: 52.50% UR: 37.50% UF: 43.75% P: 52.50% R: 37.50% F: 43.75%
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| 516 |
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2024-08-12 01:50:25 INFO test: loss: 0.3698 - UP: 25.38% UR: 6.68% UF: 10.57% P: 18.68% R: 4.91% F: 7.78%
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| 517 |
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2024-08-12 01:50:25 INFO 0:00:01.537023s elapsed
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2024-08-12 01:50:25 INFO Epoch 76 / 5000:
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2024-08-12 01:50:26 INFO lr: 4.9240e-05 - loss: nan - UP: 99.30% UR: 97.60% UF: 98.45% P: 99.30% R: 97.60% F: 98.45%
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| 521 |
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2024-08-12 01:50:26 INFO dev: loss: nan - UP: 48.65% UR: 32.14% UF: 38.71% P: 48.65% R: 32.14% F: 38.71%
|
| 522 |
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2024-08-12 01:50:26 INFO test: loss: 0.3807 - UP: 25.31% UR: 6.53% UF: 10.38% P: 18.63% R: 4.81% F: 7.64%
|
| 523 |
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2024-08-12 01:50:26 INFO 0:00:01.527226s elapsed
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2024-08-12 01:50:26 INFO Epoch 77 / 5000:
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2024-08-12 01:50:27 INFO lr: 4.9230e-05 - loss: 0.0054 - UP: 98.97% UR: 98.29% UF: 98.63% P: 98.97% R: 98.29% F: 98.63%
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| 527 |
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2024-08-12 01:50:27 INFO dev: loss: nan - UP: 50.00% UR: 44.64% UF: 47.17% P: 48.00% R: 42.86% F: 45.28%
|
| 528 |
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2024-08-12 01:50:28 INFO test: loss: 0.3985 - UP: 24.07% UR: 7.75% UF: 11.73% P: 17.26% R: 5.56% F: 8.41%
|
| 529 |
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2024-08-12 01:50:28 INFO 0:00:01.550210s elapsed
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2024-08-12 01:50:28 INFO Epoch 78 / 5000:
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2024-08-12 01:50:29 INFO lr: 4.9220e-05 - loss: nan - UP: 98.63% UR: 98.97% UF: 98.80% P: 98.63% R: 98.97% F: 98.80%
|
| 533 |
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2024-08-12 01:50:29 INFO dev: loss: nan - UP: 49.02% UR: 44.64% UF: 46.73% P: 47.06% R: 42.86% F: 44.86%
|
| 534 |
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2024-08-12 01:50:30 INFO test: loss: 0.4064 - UP: 23.41% UR: 7.96% UF: 11.88% P: 16.75% R: 5.69% F: 8.50%
|
| 535 |
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2024-08-12 01:50:30 INFO 0:00:01.554270s elapsed
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2024-08-12 01:50:30 INFO Epoch 79 / 5000:
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2024-08-12 01:50:30 INFO lr: 4.9210e-05 - loss: 0.0000 - UP: 97.63% UR: 98.63% UF: 98.13% P: 97.63% R: 98.63% F: 98.13%
|
| 539 |
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2024-08-12 01:50:30 INFO dev: loss: nan - UP: 50.00% UR: 44.64% UF: 47.17% P: 50.00% R: 44.64% F: 47.17%
|
| 540 |
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2024-08-12 01:50:31 INFO test: loss: 0.3944 - UP: 24.61% UR: 7.53% UF: 11.53% P: 17.70% R: 5.41% F: 8.29%
|
| 541 |
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2024-08-12 01:50:31 INFO 0:00:01.554499s elapsed
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2024-08-12 01:50:31 INFO Epoch 80 / 5000:
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2024-08-12 01:50:32 INFO lr: 4.9200e-05 - loss: 0.0053 - UP: 97.93% UR: 97.26% UF: 97.59% P: 97.93% R: 97.26% F: 97.59%
|
| 545 |
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2024-08-12 01:50:32 INFO dev: loss: nan - UP: 48.98% UR: 42.86% UF: 45.71% P: 48.98% R: 42.86% F: 45.71%
|
| 546 |
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2024-08-12 01:50:33 INFO test: loss: 0.3830 - UP: 25.40% UR: 7.24% UF: 11.27% P: 18.46% R: 5.26% F: 8.19%
|
| 547 |
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2024-08-12 01:50:33 INFO 0:00:01.549142s elapsed
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2024-08-12 01:50:33 INFO Epoch 81 / 5000:
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2024-08-12 01:50:33 INFO lr: 4.9190e-05 - loss: 0.0004 - UP: 98.97% UR: 98.29% UF: 98.63% P: 98.97% R: 98.29% F: 98.63%
|
| 551 |
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2024-08-12 01:50:33 INFO dev: loss: nan - UP: 44.90% UR: 39.29% UF: 41.90% P: 44.90% R: 39.29% F: 41.90%
|
| 552 |
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2024-08-12 01:50:34 INFO test: loss: 0.3849 - UP: 25.03% UR: 7.49% UF: 11.52% P: 17.96% R: 5.37% F: 8.27%
|
| 553 |
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2024-08-12 01:50:34 INFO 0:00:01.539501s elapsed
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2024-08-12 01:50:34 INFO Epoch 82 / 5000:
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2024-08-12 01:50:35 INFO lr: 4.9180e-05 - loss: 0.0000 - UP: 98.62% UR: 97.95% UF: 98.28% P: 98.62% R: 97.95% F: 98.28%
|
| 557 |
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2024-08-12 01:50:35 INFO dev: loss: nan - UP: 43.75% UR: 37.50% UF: 40.38% P: 43.75% R: 37.50% F: 40.38%
|
| 558 |
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2024-08-12 01:50:36 INFO test: loss: 0.3982 - UP: 24.38% UR: 7.51% UF: 11.49% P: 17.47% R: 5.39% F: 8.23%
|
| 559 |
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2024-08-12 01:50:36 INFO 0:00:01.539583s elapsed
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2024-08-12 01:50:36 INFO Epoch 83 / 5000:
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2024-08-12 01:50:36 INFO lr: 4.9170e-05 - loss: 0.0075 - UP: 98.26% UR: 96.58% UF: 97.41% P: 98.26% R: 96.58% F: 97.41%
|
| 563 |
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2024-08-12 01:50:36 INFO dev: loss: nan - UP: 44.68% UR: 37.50% UF: 40.78% P: 44.68% R: 37.50% F: 40.78%
|
| 564 |
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2024-08-12 01:50:37 INFO test: loss: 0.4037 - UP: 24.53% UR: 7.75% UF: 11.78% P: 17.67% R: 5.59% F: 8.49%
|
| 565 |
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2024-08-12 01:50:37 INFO 0:00:01.570880s elapsed
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| 566 |
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2024-08-12 01:50:37 INFO Epoch 84 / 5000:
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2024-08-12 01:50:38 INFO lr: 4.9160e-05 - loss: 0.0004 - UP: 98.28% UR: 97.95% UF: 98.11% P: 98.28% R: 97.95% F: 98.11%
|
| 569 |
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2024-08-12 01:50:38 INFO dev: loss: nan - UP: 40.82% UR: 35.71% UF: 38.10% P: 40.82% R: 35.71% F: 38.10%
|
| 570 |
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2024-08-12 01:50:39 INFO test: loss: 0.4033 - UP: 23.61% UR: 7.78% UF: 11.71% P: 16.99% R: 5.60% F: 8.42%
|
| 571 |
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2024-08-12 01:50:39 INFO 0:00:01.542822s elapsed
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2024-08-12 01:50:39 INFO Epoch 85 / 5000:
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2024-08-12 01:50:40 INFO lr: 4.9150e-05 - loss: 0.0112 - UP: 97.64% UR: 98.97% UF: 98.30% P: 97.64% R: 98.97% F: 98.30%
|
| 575 |
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2024-08-12 01:50:40 INFO dev: loss: nan - UP: 46.15% UR: 32.14% UF: 37.89% P: 46.15% R: 32.14% F: 37.89%
|
| 576 |
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2024-08-12 01:50:40 INFO test: loss: 0.3970 - UP: 25.52% UR: 7.39% UF: 11.46% P: 18.46% R: 5.34% F: 8.29%
|
| 577 |
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2024-08-12 01:50:40 INFO 0:00:01.549320s elapsed
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2024-08-12 01:50:40 INFO Epoch 86 / 5000:
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2024-08-12 01:50:41 INFO lr: 4.9140e-05 - loss: nan - UP: 99.31% UR: 98.29% UF: 98.80% P: 99.31% R: 98.29% F: 98.80%
|
| 581 |
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2024-08-12 01:50:41 INFO dev: loss: nan - UP: 45.71% UR: 28.57% UF: 35.16% P: 45.71% R: 28.57% F: 35.16%
|
| 582 |
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2024-08-12 01:50:42 INFO test: loss: 0.4001 - UP: 27.82% UR: 6.44% UF: 10.45% P: 20.78% R: 4.81% F: 7.81%
|
| 583 |
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2024-08-12 01:50:42 INFO 0:00:01.551583s elapsed
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2024-08-12 01:50:42 INFO Epoch 87 / 5000:
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2024-08-12 01:50:43 INFO lr: 4.9130e-05 - loss: 0.0009 - UP: 98.95% UR: 96.92% UF: 97.92% P: 98.95% R: 96.92% F: 97.92%
|
| 587 |
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2024-08-12 01:50:43 INFO dev: loss: nan - UP: 53.85% UR: 37.50% UF: 44.21% P: 53.85% R: 37.50% F: 44.21%
|
| 588 |
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2024-08-12 01:50:44 INFO test: loss: 0.4019 - UP: 28.31% UR: 6.22% UF: 10.20% P: 21.08% R: 4.63% F: 7.59%
|
| 589 |
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2024-08-12 01:50:44 INFO 0:00:01.586101s elapsed
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2024-08-12 01:50:44 INFO Epoch 88 / 5000:
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2024-08-12 01:50:44 INFO lr: 4.9120e-05 - loss: 0.0008 - UP: 97.92% UR: 96.58% UF: 97.24% P: 97.92% R: 96.58% F: 97.24%
|
| 593 |
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2024-08-12 01:50:44 INFO dev: loss: nan - UP: 55.56% UR: 35.71% UF: 43.48% P: 55.56% R: 35.71% F: 43.48%
|
| 594 |
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2024-08-12 01:50:45 INFO test: loss: 0.3928 - UP: 28.08% UR: 6.19% UF: 10.15% P: 21.12% R: 4.66% F: 7.63%
|
| 595 |
+
2024-08-12 01:50:45 INFO 0:00:01.556990s elapsed
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2024-08-12 01:50:45 INFO Epoch 89 / 5000:
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2024-08-12 01:50:46 INFO lr: 4.9110e-05 - loss: 0.0033 - UP: 99.65% UR: 96.58% UF: 98.09% P: 99.65% R: 96.58% F: 98.09%
|
| 599 |
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2024-08-12 01:50:46 INFO dev: loss: nan - UP: 55.56% UR: 35.71% UF: 43.48% P: 55.56% R: 35.71% F: 43.48%
|
| 600 |
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2024-08-12 01:50:47 INFO test: loss: 0.4031 - UP: 25.54% UR: 6.87% UF: 10.82% P: 19.18% R: 5.16% F: 8.13%
|
| 601 |
+
2024-08-12 01:50:47 INFO 0:00:01.552794s elapsed
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2024-08-12 01:50:47 INFO Epoch 90 / 5000:
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2024-08-12 01:50:47 INFO lr: 4.9100e-05 - loss: 0.0007 - UP: 98.59% UR: 95.89% UF: 97.22% P: 98.59% R: 95.89% F: 97.22%
|
| 605 |
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2024-08-12 01:50:47 INFO dev: loss: nan - UP: 47.54% UR: 51.79% UF: 49.57% P: 47.54% R: 51.79% F: 49.57%
|
| 606 |
+
2024-08-12 01:50:48 INFO test: loss: 0.4664 - UP: 19.66% UR: 8.94% UF: 12.29% P: 14.12% R: 6.42% F: 8.83%
|
| 607 |
+
2024-08-12 01:50:48 INFO 0:00:01.545700s elapsed
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2024-08-12 01:50:48 INFO Epoch 91 / 5000:
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2024-08-12 01:50:49 INFO lr: 4.9090e-05 - loss: 0.0006 - UP: 97.93% UR: 97.26% UF: 97.59% P: 97.93% R: 97.26% F: 97.59%
|
| 611 |
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2024-08-12 01:50:49 INFO dev: loss: nan - UP: 55.56% UR: 44.64% UF: 49.50% P: 53.33% R: 42.86% F: 47.52%
|
| 612 |
+
2024-08-12 01:50:50 INFO test: loss: 0.4201 - UP: 24.42% UR: 6.66% UF: 10.47% P: 18.06% R: 4.93% F: 7.74%
|
| 613 |
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2024-08-12 01:50:50 INFO 0:00:01.561341s elapsed
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2024-08-12 01:50:50 INFO Epoch 92 / 5000:
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2024-08-12 01:50:50 INFO lr: 4.9080e-05 - loss: 0.0003 - UP: 98.58% UR: 95.21% UF: 96.86% P: 98.58% R: 95.21% F: 96.86%
|
| 617 |
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2024-08-12 01:50:51 INFO dev: loss: nan - UP: 54.76% UR: 41.07% UF: 46.94% P: 52.38% R: 39.29% F: 44.90%
|
| 618 |
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2024-08-12 01:50:51 INFO test: loss: 0.3682 - UP: 27.09% UR: 5.53% UF: 9.19% P: 20.57% R: 4.20% F: 6.98%
|
| 619 |
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2024-08-12 01:50:51 INFO 0:00:01.546057s elapsed
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| 620 |
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2024-08-12 01:50:51 INFO Epoch 93 / 5000:
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2024-08-12 01:50:52 INFO lr: 4.9070e-05 - loss: 0.0119 - UP: 97.94% UR: 97.60% UF: 97.77% P: 97.94% R: 97.60% F: 97.77%
|
| 623 |
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2024-08-12 01:50:52 INFO dev: loss: nan - UP: 51.22% UR: 37.50% UF: 43.30% P: 46.34% R: 33.93% F: 39.18%
|
| 624 |
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2024-08-12 01:50:53 INFO test: loss: 0.3392 - UP: 27.38% UR: 5.30% UF: 8.89% P: 20.64% R: 4.00% F: 6.70%
|
| 625 |
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2024-08-12 01:50:53 INFO 0:00:01.575559s elapsed
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2024-08-12 01:50:53 INFO Epoch 94 / 5000:
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2024-08-12 01:50:54 INFO lr: 4.9060e-05 - loss: 0.0032 - UP: 96.63% UR: 98.29% UF: 97.45% P: 96.63% R: 98.29% F: 97.45%
|
| 629 |
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2024-08-12 01:50:54 INFO dev: loss: nan - UP: 62.07% UR: 32.14% UF: 42.35% P: 55.17% R: 28.57% F: 37.65%
|
| 630 |
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2024-08-12 01:50:54 INFO test: loss: 0.3233 - UP: 21.95% UR: 4.98% UF: 8.12% P: 16.25% R: 3.69% F: 6.01%
|
| 631 |
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2024-08-12 01:50:54 INFO 0:00:01.558411s elapsed
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| 632 |
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|
| 633 |
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2024-08-12 01:51:03 INFO Epoch 64 saved
|
| 634 |
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2024-08-12 01:51:03 INFO dev: UP: 51.85% UR: 50.00% UF: 50.91% P: 51.85% R: 50.00% F: 50.91%
|
| 635 |
+
2024-08-12 01:51:03 INFO test: UP: 24.76% UR: 7.61% UF: 11.64% P: 18.62% R: 5.72% F: 8.75%
|
| 636 |
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2024-08-12 01:51:03 INFO 0:02:24.554038s elapsed, 0:00:01.537809s/epoch
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