| 2024-03-26 01:09:18 INFO |
| ---------------------+------------------------------- |
| Param | Value |
| ---------------------+------------------------------- |
| lr | 5e-05 |
| mu | 0.9 |
| nu | 0.999 |
| eps | 1e-06 |
| weight_decay | 0.0 |
| lr_rate | 1 |
| patience | 30 |
| update-steps | 1 |
| warmup | 0.0 |
| update_steps | 1 |
| mode | train |
| path | /home/marvin/structured-sentiment-analysis-bis/models/mpqa/sdp_random/60/model_vi_mpqa_roberta_6 |
| device | 0 |
| seed | 1 |
| threads | 16 |
| local_rank | -1 |
| feat | None |
| build | True |
| checkpoint | False |
| encoder | bert |
| max_len | None |
| buckets | 32 |
| train | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/mpqa/head_final/sdp_random/60/train.conllu |
| dev | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/mpqa/head_final/sdp_random/60/dev.conllu |
| test | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/mpqa/head_final/sdp/test.conllu |
| embed | data/glove.6B.100d.txt |
| unk | unk |
| n_embed | 100 |
| n_embed_proj | 125 |
| bert | roberta-base |
| inference | mfvi |
| ---------------------+------------------------------- |
|
|
| 2024-03-26 01:09:18 INFO Building the fields |
| 2024-03-26 01:09:19 INFO CoNLL( |
| (words): SubwordField(pad=<pad>, unk=<unk>, bos=<s>) |
| (labels): ChartField() |
| ) |
| 2024-03-26 01:09:19 INFO Building the model |
| 2024-03-26 01:09:20 INFO VISemanticDependencyModel( |
| (encoder): TransformerEmbedding(roberta-base, n_layers=4, n_out=768, stride=256, pooling=mean, pad_index=1, requires_grad=True) |
| (encoder_dropout): Dropout(p=0.33, inplace=False) |
| (edge_mlp_d): MLP(n_in=768, n_out=600, dropout=0.25) |
| (edge_mlp_h): MLP(n_in=768, n_out=600, dropout=0.25) |
| (label_mlp_d): MLP(n_in=768, n_out=600, dropout=0.33) |
| (label_mlp_h): MLP(n_in=768, n_out=600, dropout=0.33) |
| (edge_attn): Biaffine(n_in=600, bias_x=True, bias_y=True) |
| (label_attn): Biaffine(n_in=600, n_out=5, bias_x=True, bias_y=True) |
| (criterion): CrossEntropyLoss() |
| (pair_mlp_d): MLP(n_in=768, n_out=150, dropout=0.25) |
| (pair_mlp_h): MLP(n_in=768, n_out=150, dropout=0.25) |
| (pair_mlp_g): MLP(n_in=768, n_out=150, dropout=0.25) |
| (sib_attn): Triaffine(n_in=150, bias_x=True, bias_y=True) |
| (cop_attn): Triaffine(n_in=150, bias_x=True, bias_y=True) |
| (grd_attn): Triaffine(n_in=150, bias_x=True, bias_y=True) |
| (inference): SemanticDependencyMFVI(max_iter=3) |
| ) |
|
|
| 2024-03-26 01:09:20 INFO Loading the data |
| 2024-03-26 01:09:27 INFO |
| train: Dataset(n_sentences=3522, n_batches=33, n_buckets=32) |
| dev: Dataset(n_sentences=1236, n_batches=32, n_buckets=32) |
| test: Dataset(n_sentences=2112, n_batches=32, n_buckets=32) |
|
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| 2024-03-26 01:09:27 INFO Epoch 1 / 5000: |
| 2024-03-26 01:09:34 INFO lr: 4.9990e-05 - loss: 0.0741 - UP: 0.38% UR: 9.23% UF: 0.72% P: 0.03% R: 0.74% F: 0.06% |
| 2024-03-26 01:09:35 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00% |
| 2024-03-26 01:09:37 INFO test: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00% |
| 2024-03-26 01:09:37 INFO 0:00:09.942059s elapsed |
|
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| 2024-03-26 01:09:37 INFO Epoch 2 / 5000: |
| 2024-03-26 01:09:44 INFO lr: 4.9980e-05 - loss: 0.0463 - UP: 20.96% UR: 0.52% UF: 1.02% P: 20.96% R: 0.52% F: 1.02% |
| 2024-03-26 01:09:45 INFO dev: loss: nan - UP: 11.76% UR: 0.14% UF: 0.28% P: 5.88% R: 0.07% F: 0.14% |
| 2024-03-26 01:09:46 INFO test: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00% |
| 2024-03-26 01:09:48 INFO 0:00:09.377658s elapsed (saved) |
|
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| 2024-03-26 01:09:48 INFO Epoch 3 / 5000: |
| 2024-03-26 01:09:55 INFO lr: 4.9970e-05 - loss: nan - UP: 18.00% UR: 0.49% UF: 0.95% P: 17.20% R: 0.47% F: 0.91% |
| 2024-03-26 01:09:56 INFO dev: loss: nan - UP: 33.33% UR: 0.04% UF: 0.07% P: 33.33% R: 0.04% F: 0.07% |
| 2024-03-26 01:09:57 INFO test: loss: nan - UP: 100.00% UR: 0.04% UF: 0.08% P: 100.00% R: 0.04% F: 0.08% |
| 2024-03-26 01:09:57 INFO 0:00:09.404658s elapsed |
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| 2024-03-26 01:09:57 INFO Epoch 4 / 5000: |
| 2024-03-26 01:10:04 INFO lr: 4.9960e-05 - loss: 0.0391 - UP: 28.57% UR: 1.00% UF: 1.93% P: 26.71% R: 0.94% F: 1.81% |
| 2024-03-26 01:10:05 INFO dev: loss: nan - UP: 28.48% UR: 1.62% UF: 3.06% P: 26.58% R: 1.51% F: 2.86% |
| 2024-03-26 01:10:07 INFO test: loss: nan - UP: 43.83% UR: 1.50% UF: 2.90% P: 35.80% R: 1.23% F: 2.37% |
| 2024-03-26 01:10:10 INFO 0:00:09.448371s elapsed (saved) |
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| 2024-03-26 01:10:10 INFO Epoch 5 / 5000: |
| 2024-03-26 01:10:17 INFO lr: 4.9950e-05 - loss: 0.0250 - UP: 35.03% UR: 2.99% UF: 5.51% P: 32.61% R: 2.79% F: 5.13% |
| 2024-03-26 01:10:18 INFO dev: loss: nan - UP: 73.21% UR: 1.47% UF: 2.89% P: 69.64% R: 1.40% F: 2.75% |
| 2024-03-26 01:10:19 INFO test: loss: nan - UP: 63.43% UR: 1.80% UF: 3.49% P: 55.22% R: 1.56% F: 3.04% |
| 2024-03-26 01:10:19 INFO 0:00:09.544148s elapsed |
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| 2024-03-26 01:10:19 INFO Epoch 6 / 5000: |
| 2024-03-26 01:10:27 INFO lr: 4.9940e-05 - loss: 0.0242 - UP: 44.63% UR: 5.75% UF: 10.18% P: 42.35% R: 5.45% F: 9.66% |
| 2024-03-26 01:10:27 INFO dev: loss: nan - UP: 81.25% UR: 0.47% UF: 0.93% P: 75.00% R: 0.43% F: 0.86% |
| 2024-03-26 01:10:29 INFO test: loss: nan - UP: 72.58% UR: 0.95% UF: 1.88% P: 70.97% R: 0.93% F: 1.84% |
| 2024-03-26 01:10:29 INFO 0:00:09.613651s elapsed |
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| 2024-03-26 01:10:29 INFO Epoch 7 / 5000: |
| 2024-03-26 01:10:36 INFO lr: 4.9930e-05 - loss: 0.0144 - UP: 54.56% UR: 8.65% UF: 14.94% P: 52.64% R: 8.35% F: 14.41% |
| 2024-03-26 01:10:37 INFO dev: loss: nan - UP: 64.71% UR: 3.95% UF: 7.45% P: 62.94% R: 3.84% F: 7.25% |
| 2024-03-26 01:10:39 INFO test: loss: nan - UP: 56.37% UR: 4.20% UF: 7.83% P: 54.11% R: 4.04% F: 7.51% |
| 2024-03-26 01:10:41 INFO 0:00:09.575194s elapsed (saved) |
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| 2024-03-26 01:10:41 INFO Epoch 8 / 5000: |
| 2024-03-26 01:10:49 INFO lr: 4.9920e-05 - loss: 0.0026 - UP: 61.06% UR: 13.64% UF: 22.30% P: 60.23% R: 13.45% F: 21.99% |
| 2024-03-26 01:10:50 INFO dev: loss: nan - UP: 62.75% UR: 9.02% UF: 15.77% P: 61.00% R: 8.77% F: 15.33% |
| 2024-03-26 01:10:51 INFO test: loss: nan - UP: 54.48% UR: 10.67% UF: 17.84% P: 52.10% R: 10.20% F: 17.07% |
| 2024-03-26 01:10:54 INFO 0:00:09.617287s elapsed (saved) |
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| 2024-03-26 01:10:54 INFO Epoch 9 / 5000: |
| 2024-03-26 01:11:01 INFO lr: 4.9910e-05 - loss: 0.0153 - UP: 61.68% UR: 17.90% UF: 27.75% P: 61.12% R: 17.74% F: 27.50% |
| 2024-03-26 01:11:02 INFO dev: loss: nan - UP: 51.99% UR: 14.09% UF: 22.17% P: 50.00% R: 13.55% F: 21.32% |
| 2024-03-26 01:11:04 INFO test: loss: nan - UP: 44.31% UR: 15.13% UF: 22.55% P: 41.77% R: 14.26% F: 21.26% |
| 2024-03-26 01:11:07 INFO 0:00:09.706830s elapsed (saved) |
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| 2024-03-26 01:11:07 INFO Epoch 10 / 5000: |
| 2024-03-26 01:11:14 INFO lr: 4.9900e-05 - loss: 0.0035 - UP: 62.96% UR: 24.83% UF: 35.61% P: 62.57% R: 24.67% F: 35.39% |
| 2024-03-26 01:11:15 INFO dev: loss: nan - UP: 38.87% UR: 26.05% UF: 31.20% P: 37.75% R: 25.30% F: 30.29% |
| 2024-03-26 01:11:16 INFO test: loss: nan - UP: 33.24% UR: 29.45% UF: 31.23% P: 31.69% R: 28.08% F: 29.77% |
| 2024-03-26 01:11:19 INFO 0:00:09.712063s elapsed (saved) |
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| 2024-03-26 01:11:19 INFO Epoch 11 / 5000: |
| 2024-03-26 01:11:26 INFO lr: 4.9890e-05 - loss: 0.0133 - UP: 60.98% UR: 20.97% UF: 31.21% P: 60.70% R: 20.88% F: 31.07% |
| 2024-03-26 01:11:27 INFO dev: loss: nan - UP: 58.40% UR: 13.12% UF: 21.42% P: 56.64% R: 12.72% F: 20.77% |
| 2024-03-26 01:11:29 INFO test: loss: nan - UP: 49.33% UR: 14.01% UF: 21.82% P: 47.32% R: 13.44% F: 20.93% |
| 2024-03-26 01:11:29 INFO 0:00:09.667441s elapsed |
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| 2024-03-26 01:11:29 INFO Epoch 12 / 5000: |
| 2024-03-26 01:11:36 INFO lr: 4.9880e-05 - loss: 0.0025 - UP: 71.22% UR: 27.87% UF: 40.07% P: 70.83% R: 27.72% F: 39.85% |
| 2024-03-26 01:11:37 INFO dev: loss: nan - UP: 66.26% UR: 13.69% UF: 22.69% P: 64.00% R: 13.22% F: 21.92% |
| 2024-03-26 01:11:39 INFO test: loss: nan - UP: 55.23% UR: 13.27% UF: 21.40% P: 52.33% R: 12.57% F: 20.27% |
| 2024-03-26 01:11:39 INFO 0:00:09.893850s elapsed |
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| 2024-03-26 01:11:39 INFO Epoch 13 / 5000: |
| 2024-03-26 01:11:46 INFO lr: 4.9870e-05 - loss: 0.0110 - UP: 72.65% UR: 29.67% UF: 42.13% P: 72.25% R: 29.51% F: 41.90% |
| 2024-03-26 01:11:47 INFO dev: loss: nan - UP: 54.93% UR: 18.83% UF: 28.04% P: 53.25% R: 18.25% F: 27.19% |
| 2024-03-26 01:11:49 INFO test: loss: nan - UP: 48.74% UR: 19.97% UF: 28.33% P: 46.67% R: 19.12% F: 27.13% |
| 2024-03-26 01:11:49 INFO 0:00:10.542770s elapsed |
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| 2024-03-26 01:11:49 INFO Epoch 14 / 5000: |
| 2024-03-26 01:11:57 INFO lr: 4.9860e-05 - loss: 0.0118 - UP: 68.22% UR: 31.68% UF: 43.27% P: 68.06% R: 31.61% F: 43.17% |
| 2024-03-26 01:11:58 INFO dev: loss: nan - UP: 69.20% UR: 13.40% UF: 22.46% P: 67.72% R: 13.12% F: 21.97% |
| 2024-03-26 01:11:59 INFO test: loss: nan - UP: 57.02% UR: 12.95% UF: 21.11% P: 54.88% R: 12.47% F: 20.32% |
| 2024-03-26 01:11:59 INFO 0:00:10.230097s elapsed |
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| 2024-03-26 01:11:59 INFO Epoch 15 / 5000: |
| 2024-03-26 01:12:07 INFO lr: 4.9850e-05 - loss: 0.0025 - UP: 70.51% UR: 35.15% UF: 46.92% P: 70.44% R: 35.12% F: 46.87% |
| 2024-03-26 01:12:08 INFO dev: loss: nan - UP: 47.28% UR: 18.72% UF: 26.82% P: 45.83% R: 18.15% F: 26.00% |
| 2024-03-26 01:12:10 INFO test: loss: nan - UP: 44.42% UR: 20.54% UF: 28.09% P: 41.82% R: 19.33% F: 26.44% |
| 2024-03-26 01:12:10 INFO 0:00:10.228829s elapsed |
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| 2024-03-26 01:12:10 INFO Epoch 16 / 5000: |
| 2024-03-26 01:12:17 INFO lr: 4.9840e-05 - loss: 0.0109 - UP: 71.58% UR: 37.45% UF: 49.17% P: 71.50% R: 37.41% F: 49.12% |
| 2024-03-26 01:12:18 INFO dev: loss: nan - UP: 54.01% UR: 21.06% UF: 30.30% P: 53.00% R: 20.66% F: 29.73% |
| 2024-03-26 01:12:20 INFO test: loss: nan - UP: 45.63% UR: 23.96% UF: 31.42% P: 44.19% R: 23.20% F: 30.42% |
| 2024-03-26 01:12:20 INFO 0:00:10.124900s elapsed |
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| 2024-03-26 01:12:20 INFO Epoch 17 / 5000: |
| 2024-03-26 01:12:27 INFO lr: 4.9830e-05 - loss: 0.0110 - UP: 74.16% UR: 37.36% UF: 49.69% P: 73.93% R: 37.24% F: 49.53% |
| 2024-03-26 01:12:28 INFO dev: loss: nan - UP: 51.66% UR: 19.04% UF: 27.83% P: 49.81% R: 18.36% F: 26.83% |
| 2024-03-26 01:12:30 INFO test: loss: nan - UP: 48.70% UR: 22.21% UF: 30.50% P: 46.62% R: 21.26% F: 29.20% |
| 2024-03-26 01:12:30 INFO 0:00:10.065738s elapsed |
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| 2024-03-26 01:12:30 INFO Epoch 18 / 5000: |
| 2024-03-26 01:12:37 INFO lr: 4.9820e-05 - loss: 0.0018 - UP: 78.58% UR: 45.60% UF: 57.71% P: 78.53% R: 45.57% F: 57.67% |
| 2024-03-26 01:12:38 INFO dev: loss: nan - UP: 56.80% UR: 18.76% UF: 28.20% P: 55.82% R: 18.43% F: 27.71% |
| 2024-03-26 01:12:40 INFO test: loss: nan - UP: 50.94% UR: 21.72% UF: 30.45% P: 49.31% R: 21.02% F: 29.48% |
| 2024-03-26 01:12:40 INFO 0:00:10.019390s elapsed |
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| 2024-03-26 01:12:40 INFO Epoch 19 / 5000: |
| 2024-03-26 01:12:47 INFO lr: 4.9810e-05 - loss: 0.0093 - UP: 77.42% UR: 51.10% UF: 61.57% P: 77.33% R: 51.03% F: 61.49% |
| 2024-03-26 01:12:48 INFO dev: loss: nan - UP: 56.64% UR: 23.00% UF: 32.71% P: 54.51% R: 22.13% F: 31.48% |
| 2024-03-26 01:12:50 INFO test: loss: nan - UP: 49.66% UR: 24.89% UF: 33.16% P: 47.51% R: 23.81% F: 31.72% |
| 2024-03-26 01:12:53 INFO 0:00:10.025471s elapsed (saved) |
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| 2024-03-26 01:12:53 INFO Epoch 20 / 5000: |
| 2024-03-26 01:13:00 INFO lr: 4.9800e-05 - loss: 0.0050 - UP: 80.32% UR: 50.37% UF: 61.91% P: 80.22% R: 50.30% F: 61.83% |
| 2024-03-26 01:13:01 INFO dev: loss: nan - UP: 47.34% UR: 26.23% UF: 33.76% P: 45.85% R: 25.40% F: 32.69% |
| 2024-03-26 01:13:02 INFO test: loss: nan - UP: 46.69% UR: 28.65% UF: 35.51% P: 44.59% R: 27.36% F: 33.91% |
| 2024-03-26 01:13:06 INFO 0:00:09.695517s elapsed (saved) |
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| 2024-03-26 01:13:06 INFO Epoch 21 / 5000: |
| 2024-03-26 01:13:13 INFO lr: 4.9790e-05 - loss: nan - UP: 75.68% UR: 49.58% UF: 59.91% P: 75.33% R: 49.35% F: 59.63% |
| 2024-03-26 01:13:14 INFO dev: loss: nan - UP: 58.71% UR: 12.47% UF: 20.57% P: 55.50% R: 11.79% F: 19.44% |
| 2024-03-26 01:13:15 INFO test: loss: nan - UP: 54.41% UR: 14.47% UF: 22.86% P: 49.88% R: 13.27% F: 20.96% |
| 2024-03-26 01:13:15 INFO 0:00:09.597673s elapsed |
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| 2024-03-26 01:13:15 INFO Epoch 22 / 5000: |
| 2024-03-26 01:13:22 INFO lr: 4.9780e-05 - loss: 0.0090 - UP: 76.15% UR: 37.07% UF: 49.86% P: 76.01% R: 37.00% F: 49.78% |
| 2024-03-26 01:13:23 INFO dev: loss: nan - UP: 53.04% UR: 23.79% UF: 32.85% P: 52.00% R: 23.32% F: 32.20% |
| 2024-03-26 01:13:25 INFO test: loss: nan - UP: 50.43% UR: 22.25% UF: 30.88% P: 48.37% R: 21.34% F: 29.61% |
| 2024-03-26 01:13:25 INFO 0:00:09.648972s elapsed |
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| 2024-03-26 01:13:25 INFO Epoch 23 / 5000: |
| 2024-03-26 01:13:32 INFO lr: 4.9770e-05 - loss: 0.0011 - UP: 76.31% UR: 45.81% UF: 57.25% P: 76.25% R: 45.78% F: 57.21% |
| 2024-03-26 01:13:33 INFO dev: loss: nan - UP: 61.96% UR: 21.78% UF: 32.23% P: 60.53% R: 21.27% F: 31.48% |
| 2024-03-26 01:13:35 INFO test: loss: nan - UP: 55.08% UR: 22.10% UF: 31.54% P: 53.24% R: 21.36% F: 30.49% |
| 2024-03-26 01:13:35 INFO 0:00:09.816276s elapsed |
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| 2024-03-26 01:13:35 INFO Epoch 24 / 5000: |
| 2024-03-26 01:13:42 INFO lr: 4.9760e-05 - loss: 0.0012 - UP: 77.49% UR: 51.58% UF: 61.93% P: 76.13% R: 50.67% F: 60.85% |
| 2024-03-26 01:13:43 INFO dev: loss: nan - UP: 51.55% UR: 24.47% UF: 33.19% P: 49.74% R: 23.61% F: 32.02% |
| 2024-03-26 01:13:45 INFO test: loss: nan - UP: 45.95% UR: 26.58% UF: 33.68% P: 43.83% R: 25.35% F: 32.12% |
| 2024-03-26 01:13:45 INFO 0:00:10.270047s elapsed |
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| 2024-03-26 01:13:45 INFO Epoch 25 / 5000: |
| 2024-03-26 01:13:53 INFO lr: 4.9750e-05 - loss: nan - UP: 80.08% UR: 51.50% UF: 62.69% P: 79.74% R: 51.28% F: 62.42% |
| 2024-03-26 01:13:54 INFO dev: loss: nan - UP: 49.10% UR: 26.37% UF: 34.32% P: 47.49% R: 25.51% F: 33.19% |
| 2024-03-26 01:13:55 INFO test: loss: nan - UP: 43.43% UR: 28.92% UF: 34.72% P: 41.81% R: 27.85% F: 33.43% |
| 2024-03-26 01:13:58 INFO 0:00:10.258200s elapsed (saved) |
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| 2024-03-26 01:13:58 INFO Epoch 26 / 5000: |
| 2024-03-26 01:14:06 INFO lr: 4.9740e-05 - loss: 0.0100 - UP: 80.92% UR: 57.66% UF: 67.34% P: 80.75% R: 57.54% F: 67.20% |
| 2024-03-26 01:14:07 INFO dev: loss: nan - UP: 56.18% UR: 22.39% UF: 32.01% P: 54.55% R: 21.74% F: 31.09% |
| 2024-03-26 01:14:08 INFO test: loss: nan - UP: 47.87% UR: 24.42% UF: 32.34% P: 45.80% R: 23.37% F: 30.95% |
| 2024-03-26 01:14:08 INFO 0:00:09.807711s elapsed |
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| 2024-03-26 01:14:08 INFO Epoch 27 / 5000: |
| 2024-03-26 01:14:15 INFO lr: 4.9730e-05 - loss: 0.0074 - UP: 84.56% UR: 61.53% UF: 71.23% P: 84.41% R: 61.42% F: 71.10% |
| 2024-03-26 01:14:16 INFO dev: loss: nan - UP: 57.87% UR: 27.49% UF: 37.27% P: 56.20% R: 26.70% F: 36.20% |
| 2024-03-26 01:14:18 INFO test: loss: nan - UP: 48.65% UR: 28.10% UF: 35.62% P: 46.42% R: 26.81% F: 33.99% |
| 2024-03-26 01:14:21 INFO 0:00:09.827652s elapsed (saved) |
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| 2024-03-26 01:14:21 INFO Epoch 28 / 5000: |
| 2024-03-26 01:14:28 INFO lr: 4.9720e-05 - loss: 0.0025 - UP: 84.10% UR: 66.34% UF: 74.17% P: 84.08% R: 66.31% F: 74.15% |
| 2024-03-26 01:14:29 INFO dev: loss: nan - UP: 58.04% UR: 26.84% UF: 36.71% P: 56.57% R: 26.16% F: 35.77% |
| 2024-03-26 01:14:30 INFO test: loss: nan - UP: 48.10% UR: 26.73% UF: 34.36% P: 45.93% R: 25.52% F: 32.81% |
| 2024-03-26 01:14:30 INFO 0:00:09.683093s elapsed |
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| 2024-03-26 01:14:30 INFO Epoch 29 / 5000: |
| 2024-03-26 01:14:38 INFO lr: 4.9710e-05 - loss: 0.0020 - UP: 86.18% UR: 67.79% UF: 75.89% P: 86.16% R: 67.78% F: 75.88% |
| 2024-03-26 01:14:39 INFO dev: loss: nan - UP: 54.84% UR: 30.76% UF: 39.41% P: 53.62% R: 30.08% F: 38.54% |
| 2024-03-26 01:14:40 INFO test: loss: nan - UP: 46.60% UR: 31.31% UF: 37.46% P: 44.72% R: 30.04% F: 35.94% |
| 2024-03-26 01:14:43 INFO 0:00:09.718084s elapsed (saved) |
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| 2024-03-26 01:14:43 INFO Epoch 30 / 5000: |
| 2024-03-26 01:14:50 INFO lr: 4.9700e-05 - loss: 0.0020 - UP: 86.70% UR: 70.69% UF: 77.88% P: 86.69% R: 70.68% F: 77.87% |
| 2024-03-26 01:14:51 INFO dev: loss: nan - UP: 52.12% UR: 35.79% UF: 42.44% P: 51.13% R: 35.11% F: 41.63% |
| 2024-03-26 01:14:53 INFO test: loss: nan - UP: 44.06% UR: 33.72% UF: 38.20% P: 42.57% R: 32.58% F: 36.91% |
| 2024-03-26 01:14:56 INFO 0:00:09.682048s elapsed (saved) |
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| 2024-03-26 01:14:56 INFO Epoch 31 / 5000: |
| 2024-03-26 01:15:03 INFO lr: 4.9690e-05 - loss: nan - UP: 87.79% UR: 72.01% UF: 79.12% P: 87.77% R: 71.99% F: 79.10% |
| 2024-03-26 01:15:04 INFO dev: loss: nan - UP: 57.46% UR: 30.18% UF: 39.58% P: 56.02% R: 29.43% F: 38.59% |
| 2024-03-26 01:15:05 INFO test: loss: nan - UP: 47.73% UR: 31.10% UF: 37.66% P: 45.91% R: 29.92% F: 36.23% |
| 2024-03-26 01:15:05 INFO 0:00:09.632871s elapsed |
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| 2024-03-26 01:15:05 INFO Epoch 32 / 5000: |
| 2024-03-26 01:15:13 INFO lr: 4.9680e-05 - loss: 0.0040 - UP: 88.76% UR: 73.86% UF: 80.63% P: 88.75% R: 73.85% F: 80.62% |
| 2024-03-26 01:15:14 INFO dev: loss: nan - UP: 52.39% UR: 34.24% UF: 41.42% P: 51.29% R: 33.52% F: 40.55% |
| 2024-03-26 01:15:15 INFO test: loss: nan - UP: 44.91% UR: 33.81% UF: 38.57% P: 43.17% R: 32.50% F: 37.08% |
| 2024-03-26 01:15:15 INFO 0:00:09.761217s elapsed |
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| 2024-03-26 01:15:15 INFO Epoch 33 / 5000: |
| 2024-03-26 01:15:23 INFO lr: 4.9670e-05 - loss: 0.0015 - UP: 87.71% UR: 74.65% UF: 80.66% P: 87.67% R: 74.62% F: 80.62% |
| 2024-03-26 01:15:24 INFO dev: loss: nan - UP: 52.92% UR: 30.33% UF: 38.56% P: 51.66% R: 29.61% F: 37.64% |
| 2024-03-26 01:15:25 INFO test: loss: nan - UP: 45.64% UR: 31.78% UF: 37.47% P: 43.52% R: 30.30% F: 35.72% |
| 2024-03-26 01:15:25 INFO 0:00:10.046834s elapsed |
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| 2024-03-26 01:15:25 INFO Epoch 34 / 5000: |
| 2024-03-26 01:15:33 INFO lr: 4.9660e-05 - loss: 0.0013 - UP: 89.72% UR: 75.59% UF: 82.05% P: 89.69% R: 75.57% F: 82.02% |
| 2024-03-26 01:15:34 INFO dev: loss: nan - UP: 58.04% UR: 27.09% UF: 36.94% P: 56.12% R: 26.19% F: 35.72% |
| 2024-03-26 01:15:36 INFO test: loss: nan - UP: 50.28% UR: 28.95% UF: 36.74% P: 47.82% R: 27.53% F: 34.94% |
| 2024-03-26 01:15:36 INFO 0:00:10.572356s elapsed |
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| 2024-03-26 01:15:36 INFO Epoch 35 / 5000: |
| 2024-03-26 01:15:43 INFO lr: 4.9650e-05 - loss: 0.0019 - UP: 88.61% UR: 73.52% UF: 80.36% P: 88.55% R: 73.47% F: 80.30% |
| 2024-03-26 01:15:44 INFO dev: loss: nan - UP: 52.00% UR: 27.56% UF: 36.03% P: 50.17% R: 26.59% F: 34.76% |
| 2024-03-26 01:15:46 INFO test: loss: nan - UP: 46.81% UR: 30.21% UF: 36.72% P: 44.39% R: 28.65% F: 34.82% |
| 2024-03-26 01:15:46 INFO 0:00:10.184397s elapsed |
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| 2024-03-26 01:15:46 INFO Epoch 36 / 5000: |
| 2024-03-26 01:15:54 INFO lr: 4.9640e-05 - loss: 0.0030 - UP: 87.12% UR: 73.99% UF: 80.02% P: 87.09% R: 73.97% F: 80.00% |
| 2024-03-26 01:15:55 INFO dev: loss: nan - UP: 53.45% UR: 25.30% UF: 34.34% P: 51.56% R: 24.40% F: 33.12% |
| 2024-03-26 01:15:56 INFO test: loss: nan - UP: 47.11% UR: 27.04% UF: 34.36% P: 44.42% R: 25.50% F: 32.40% |
| 2024-03-26 01:15:56 INFO 0:00:10.108243s elapsed |
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| 2024-03-26 01:15:56 INFO Epoch 37 / 5000: |
| 2024-03-26 01:16:04 INFO lr: 4.9630e-05 - loss: 0.0023 - UP: 87.08% UR: 70.20% UF: 77.73% P: 87.01% R: 70.15% F: 77.67% |
| 2024-03-26 01:16:05 INFO dev: loss: nan - UP: 37.62% UR: 42.22% UF: 39.79% P: 36.06% R: 40.46% F: 38.13% |
| 2024-03-26 01:16:06 INFO test: loss: nan - UP: 31.75% UR: 41.12% UF: 35.83% P: 30.23% R: 39.15% F: 34.12% |
| 2024-03-26 01:16:06 INFO 0:00:10.034560s elapsed |
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| 2024-03-26 01:16:06 INFO Epoch 38 / 5000: |
| 2024-03-26 01:16:14 INFO lr: 4.9620e-05 - loss: 0.0155 - UP: 76.20% UR: 59.00% UF: 66.51% P: 75.98% R: 58.83% F: 66.31% |
| 2024-03-26 01:16:15 INFO dev: loss: nan - UP: 50.85% UR: 27.88% UF: 36.02% P: 49.08% R: 26.91% F: 34.76% |
| 2024-03-26 01:16:16 INFO test: loss: nan - UP: 42.25% UR: 27.93% UF: 33.63% P: 40.24% R: 26.60% F: 32.03% |
| 2024-03-26 01:16:16 INFO 0:00:10.018183s elapsed |
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| 2024-03-26 01:16:16 INFO Epoch 39 / 5000: |
| 2024-03-26 01:16:24 INFO lr: 4.9610e-05 - loss: 0.0135 - UP: 78.57% UR: 51.26% UF: 62.04% P: 78.15% R: 50.99% F: 61.71% |
| 2024-03-26 01:16:25 INFO dev: loss: nan - UP: 48.67% UR: 29.03% UF: 36.37% P: 46.87% R: 27.96% F: 35.02% |
| 2024-03-26 01:16:26 INFO test: loss: nan - UP: 46.62% UR: 29.45% UF: 36.10% P: 44.68% R: 28.23% F: 34.60% |
| 2024-03-26 01:16:26 INFO 0:00:09.968114s elapsed |
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| 2024-03-26 01:16:26 INFO Epoch 40 / 5000: |
| 2024-03-26 01:16:34 INFO lr: 4.9600e-05 - loss: 0.0075 - UP: 84.69% UR: 63.52% UF: 72.59% P: 84.12% R: 63.09% F: 72.11% |
| 2024-03-26 01:16:35 INFO dev: loss: nan - UP: 52.50% UR: 31.26% UF: 39.19% P: 50.51% R: 30.08% F: 37.70% |
| 2024-03-26 01:16:36 INFO test: loss: nan - UP: 44.07% UR: 30.95% UF: 36.37% P: 41.94% R: 29.45% F: 34.60% |
| 2024-03-26 01:16:36 INFO 0:00:09.968946s elapsed |
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| 2024-03-26 01:16:36 INFO Epoch 41 / 5000: |
| 2024-03-26 01:16:44 INFO lr: 4.9590e-05 - loss: 0.0009 - UP: 85.45% UR: 69.48% UF: 76.64% P: 85.02% R: 69.13% F: 76.26% |
| 2024-03-26 01:16:44 INFO dev: loss: nan - UP: 45.09% UR: 34.64% UF: 39.18% P: 44.01% R: 33.81% F: 38.24% |
| 2024-03-26 01:16:46 INFO test: loss: nan - UP: 39.67% UR: 35.37% UF: 37.40% P: 38.03% R: 33.91% F: 35.85% |
| 2024-03-26 01:16:46 INFO 0:00:09.946358s elapsed |
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| 2024-03-26 01:16:46 INFO Epoch 42 / 5000: |
| 2024-03-26 01:16:53 INFO lr: 4.9580e-05 - loss: nan - UP: 84.60% UR: 67.01% UF: 74.78% P: 84.20% R: 66.70% F: 74.43% |
| 2024-03-26 01:16:54 INFO dev: loss: nan - UP: 33.96% UR: 42.76% UF: 37.86% P: 32.93% R: 41.47% F: 36.71% |
| 2024-03-26 01:16:56 INFO test: loss: nan - UP: 33.07% UR: 41.35% UF: 36.75% P: 31.77% R: 39.72% F: 35.31% |
| 2024-03-26 01:16:56 INFO 0:00:09.942327s elapsed |
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| 2024-03-26 01:16:56 INFO Epoch 43 / 5000: |
| 2024-03-26 01:17:03 INFO lr: 4.9570e-05 - loss: 0.0038 - UP: 83.48% UR: 67.15% UF: 74.43% P: 83.32% R: 67.02% F: 74.29% |
| 2024-03-26 01:17:04 INFO dev: loss: nan - UP: 54.25% UR: 27.52% UF: 36.52% P: 53.05% R: 26.91% F: 35.71% |
| 2024-03-26 01:17:06 INFO test: loss: nan - UP: 47.90% UR: 29.20% UF: 36.28% P: 46.17% R: 28.14% F: 34.97% |
| 2024-03-26 01:17:06 INFO 0:00:09.943587s elapsed |
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| 2024-03-26 01:17:06 INFO Epoch 44 / 5000: |
| 2024-03-26 01:17:13 INFO lr: 4.9560e-05 - loss: 0.0058 - UP: 87.49% UR: 71.94% UF: 78.96% P: 87.48% R: 71.93% F: 78.95% |
| 2024-03-26 01:17:14 INFO dev: loss: nan - UP: 46.91% UR: 39.78% UF: 43.05% P: 45.42% R: 38.52% F: 41.69% |
| 2024-03-26 01:17:16 INFO test: loss: nan - UP: 39.40% UR: 38.22% UF: 38.80% P: 37.60% R: 36.47% F: 37.02% |
| 2024-03-26 01:17:19 INFO 0:00:09.949897s elapsed (saved) |
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| 2024-03-26 01:17:19 INFO Epoch 45 / 5000: |
| 2024-03-26 01:17:26 INFO lr: 4.9550e-05 - loss: 0.0035 - UP: 88.14% UR: 71.21% UF: 78.78% P: 88.14% R: 71.21% F: 78.78% |
| 2024-03-26 01:17:27 INFO dev: loss: nan - UP: 52.16% UR: 37.73% UF: 43.79% P: 50.57% R: 36.58% F: 42.45% |
| 2024-03-26 01:17:28 INFO test: loss: nan - UP: 42.93% UR: 37.76% UF: 40.18% P: 41.00% R: 36.07% F: 38.38% |
| 2024-03-26 01:17:31 INFO 0:00:09.666083s elapsed (saved) |
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| 2024-03-26 01:17:31 INFO Epoch 46 / 5000: |
| 2024-03-26 01:17:38 INFO lr: 4.9540e-05 - loss: 0.0039 - UP: 89.42% UR: 76.83% UF: 82.65% P: 89.40% R: 76.81% F: 82.62% |
| 2024-03-26 01:17:39 INFO dev: loss: nan - UP: 51.62% UR: 37.26% UF: 43.28% P: 50.47% R: 36.44% F: 42.32% |
| 2024-03-26 01:17:41 INFO test: loss: nan - UP: 43.74% UR: 37.23% UF: 40.22% P: 41.98% R: 35.73% F: 38.60% |
| 2024-03-26 01:17:41 INFO 0:00:09.614030s elapsed |
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| 2024-03-26 01:17:41 INFO Epoch 47 / 5000: |
| 2024-03-26 01:17:48 INFO lr: 4.9530e-05 - loss: 0.0006 - UP: 89.41% UR: 80.15% UF: 84.53% P: 89.39% R: 80.13% F: 84.50% |
| 2024-03-26 01:17:49 INFO dev: loss: nan - UP: 60.81% UR: 30.61% UF: 40.73% P: 59.46% R: 29.93% F: 39.82% |
| 2024-03-26 01:17:50 INFO test: loss: nan - UP: 52.06% UR: 31.73% UF: 39.43% P: 50.12% R: 30.55% F: 37.96% |
| 2024-03-26 01:17:50 INFO 0:00:09.666518s elapsed |
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| 2024-03-26 01:17:50 INFO Epoch 48 / 5000: |
| 2024-03-26 01:17:58 INFO lr: 4.9520e-05 - loss: 0.0028 - UP: 91.95% UR: 81.19% UF: 86.24% P: 91.91% R: 81.16% F: 86.20% |
| 2024-03-26 01:17:59 INFO dev: loss: nan - UP: 59.19% UR: 32.52% UF: 41.98% P: 57.62% R: 31.66% F: 40.86% |
| 2024-03-26 01:18:00 INFO test: loss: nan - UP: 52.11% UR: 33.09% UF: 40.48% P: 49.95% R: 31.71% F: 38.80% |
| 2024-03-26 01:18:00 INFO 0:00:09.839579s elapsed |
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| 2024-03-26 01:18:00 INFO Epoch 49 / 5000: |
| 2024-03-26 01:18:08 INFO lr: 4.9510e-05 - loss: 0.0016 - UP: 88.96% UR: 79.32% UF: 83.87% P: 88.90% R: 79.27% F: 83.81% |
| 2024-03-26 01:18:09 INFO dev: loss: nan - UP: 50.76% UR: 35.97% UF: 42.10% P: 49.34% R: 34.96% F: 40.93% |
| 2024-03-26 01:18:11 INFO test: loss: nan - UP: 42.47% UR: 37.29% UF: 39.71% P: 41.00% R: 36.00% F: 38.34% |
| 2024-03-26 01:18:11 INFO 0:00:10.305892s elapsed |
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| 2024-03-26 01:18:11 INFO Epoch 50 / 5000: |
| 2024-03-26 01:18:18 INFO lr: 4.9500e-05 - loss: 0.0027 - UP: 91.32% UR: 78.28% UF: 84.29% P: 91.19% R: 78.17% F: 84.18% |
| 2024-03-26 01:18:19 INFO dev: loss: nan - UP: 51.59% UR: 37.33% UF: 43.32% P: 50.15% R: 36.29% F: 42.11% |
| 2024-03-26 01:18:21 INFO test: loss: nan - UP: 42.03% UR: 35.83% UF: 38.69% P: 40.57% R: 34.59% F: 37.34% |
| 2024-03-26 01:18:21 INFO 0:00:10.197658s elapsed |
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| 2024-03-26 01:18:21 INFO Epoch 51 / 5000: |
| 2024-03-26 01:18:30 INFO lr: 4.9490e-05 - loss: 0.0288 - UP: 89.41% UR: 75.64% UF: 81.95% P: 89.26% R: 75.51% F: 81.81% |
| 2024-03-26 01:18:31 INFO dev: loss: nan - UP: 56.10% UR: 26.12% UF: 35.65% P: 53.78% R: 25.04% F: 34.18% |
| 2024-03-26 01:18:32 INFO test: loss: nan - UP: 53.93% UR: 29.01% UF: 37.72% P: 51.89% R: 27.91% F: 36.30% |
| 2024-03-26 01:18:32 INFO 0:00:11.207630s elapsed |
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| 2024-03-26 01:18:32 INFO Epoch 52 / 5000: |
| 2024-03-26 01:18:39 INFO lr: 4.9480e-05 - loss: 0.0031 - UP: 83.65% UR: 71.63% UF: 77.17% P: 83.16% R: 71.20% F: 76.72% |
| 2024-03-26 01:18:40 INFO dev: loss: nan - UP: 54.44% UR: 25.55% UF: 34.78% P: 52.53% R: 24.65% F: 33.55% |
| 2024-03-26 01:18:42 INFO test: loss: nan - UP: 47.79% UR: 28.57% UF: 35.76% P: 45.46% R: 27.17% F: 34.01% |
| 2024-03-26 01:18:42 INFO 0:00:09.899315s elapsed |
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| 2024-03-26 01:18:42 INFO Epoch 53 / 5000: |
| 2024-03-26 01:18:49 INFO lr: 4.9470e-05 - loss: 0.0014 - UP: 85.41% UR: 70.66% UF: 77.34% P: 84.94% R: 70.27% F: 76.91% |
| 2024-03-26 01:18:50 INFO dev: loss: nan - UP: 54.19% UR: 31.37% UF: 39.74% P: 52.39% R: 30.33% F: 38.42% |
| 2024-03-26 01:18:52 INFO test: loss: nan - UP: 42.78% UR: 32.05% UF: 36.65% P: 40.98% R: 30.70% F: 35.10% |
| 2024-03-26 01:18:52 INFO 0:00:09.907494s elapsed |
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| 2024-03-26 01:18:52 INFO Epoch 54 / 5000: |
| 2024-03-26 01:18:59 INFO lr: 4.9460e-05 - loss: 0.0044 - UP: 87.88% UR: 74.60% UF: 80.70% P: 87.68% R: 74.42% F: 80.51% |
| 2024-03-26 01:19:00 INFO dev: loss: nan - UP: 48.65% UR: 34.89% UF: 40.64% P: 47.09% R: 33.78% F: 39.34% |
| 2024-03-26 01:19:02 INFO test: loss: nan - UP: 41.69% UR: 37.95% UF: 39.73% P: 40.13% R: 36.53% F: 38.25% |
| 2024-03-26 01:19:02 INFO 0:00:09.903887s elapsed |
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| 2024-03-26 01:19:02 INFO Epoch 55 / 5000: |
| 2024-03-26 01:19:09 INFO lr: 4.9450e-05 - loss: 0.0061 - UP: 87.37% UR: 74.84% UF: 80.62% P: 87.15% R: 74.65% F: 80.42% |
| 2024-03-26 01:19:10 INFO dev: loss: nan - UP: 44.35% UR: 40.06% UF: 42.10% P: 42.80% R: 38.66% F: 40.63% |
| 2024-03-26 01:19:12 INFO test: loss: nan - UP: 37.90% UR: 40.78% UF: 39.29% P: 36.12% R: 38.85% F: 37.44% |
| 2024-03-26 01:19:12 INFO 0:00:09.898781s elapsed |
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| 2024-03-26 01:19:12 INFO Epoch 56 / 5000: |
| 2024-03-26 01:19:19 INFO lr: 4.9440e-05 - loss: 0.0037 - UP: 89.54% UR: 77.25% UF: 82.94% P: 89.37% R: 77.10% F: 82.78% |
| 2024-03-26 01:19:20 INFO dev: loss: nan - UP: 61.44% UR: 29.03% UF: 39.43% P: 59.54% R: 28.14% F: 38.21% |
| 2024-03-26 01:19:22 INFO test: loss: nan - UP: 50.40% UR: 30.51% UF: 38.01% P: 48.24% R: 29.20% F: 36.38% |
| 2024-03-26 01:19:22 INFO 0:00:09.889317s elapsed |
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| 2024-03-26 01:19:22 INFO Epoch 57 / 5000: |
| 2024-03-26 01:19:29 INFO lr: 4.9430e-05 - loss: 0.0023 - UP: 91.87% UR: 80.82% UF: 85.99% P: 91.87% R: 80.82% F: 85.99% |
| 2024-03-26 01:19:30 INFO dev: loss: nan - UP: 54.63% UR: 36.69% UF: 43.90% P: 53.34% R: 35.82% F: 42.86% |
| 2024-03-26 01:19:31 INFO test: loss: nan - UP: 43.89% UR: 34.84% UF: 38.85% P: 42.19% R: 33.49% F: 37.34% |
| 2024-03-26 01:19:34 INFO 0:00:09.877236s elapsed (saved) |
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| 2024-03-26 01:19:34 INFO Epoch 58 / 5000: |
| 2024-03-26 01:19:42 INFO lr: 4.9420e-05 - loss: 0.0005 - UP: 90.05% UR: 81.46% UF: 85.54% P: 90.05% R: 81.46% F: 85.54% |
| 2024-03-26 01:19:43 INFO dev: loss: nan - UP: 57.19% UR: 34.57% UF: 43.09% P: 55.65% R: 33.63% F: 41.93% |
| 2024-03-26 01:19:44 INFO test: loss: nan - UP: 45.95% UR: 32.47% UF: 38.05% P: 44.19% R: 31.23% F: 36.59% |
| 2024-03-26 01:19:44 INFO 0:00:09.691174s elapsed |
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| 2024-03-26 01:19:44 INFO Epoch 59 / 5000: |
| 2024-03-26 01:19:51 INFO lr: 4.9410e-05 - loss: 0.0028 - UP: 89.25% UR: 82.11% UF: 85.53% P: 89.22% R: 82.09% F: 85.51% |
| 2024-03-26 01:19:52 INFO dev: loss: nan - UP: 58.57% UR: 27.38% UF: 37.32% P: 57.03% R: 26.66% F: 36.34% |
| 2024-03-26 01:19:54 INFO test: loss: nan - UP: 49.79% UR: 27.91% UF: 35.77% P: 47.46% R: 26.60% F: 34.09% |
| 2024-03-26 01:19:54 INFO 0:00:09.738333s elapsed |
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| 2024-03-26 01:19:54 INFO Epoch 60 / 5000: |
| 2024-03-26 01:20:01 INFO lr: 4.9400e-05 - loss: 0.0019 - UP: 90.14% UR: 79.49% UF: 84.48% P: 90.14% R: 79.49% F: 84.48% |
| 2024-03-26 01:20:02 INFO dev: loss: nan - UP: 58.33% UR: 33.09% UF: 42.23% P: 57.00% R: 32.34% F: 41.27% |
| 2024-03-26 01:20:04 INFO test: loss: nan - UP: 48.02% UR: 31.19% UF: 37.81% P: 46.00% R: 29.88% F: 36.22% |
| 2024-03-26 01:20:04 INFO 0:00:09.859743s elapsed |
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| 2024-03-26 01:20:04 INFO Epoch 61 / 5000: |
| 2024-03-26 01:20:11 INFO lr: 4.9390e-05 - loss: 0.0006 - UP: 92.40% UR: 84.24% UF: 88.13% P: 92.40% R: 84.24% F: 88.13% |
| 2024-03-26 01:20:12 INFO dev: loss: nan - UP: 59.16% UR: 31.55% UF: 41.15% P: 57.88% R: 30.87% F: 40.26% |
| 2024-03-26 01:20:14 INFO test: loss: nan - UP: 49.02% UR: 30.15% UF: 37.34% P: 46.89% R: 28.84% F: 35.71% |
| 2024-03-26 01:20:14 INFO 0:00:10.005817s elapsed |
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| 2024-03-26 01:20:14 INFO Epoch 62 / 5000: |
| 2024-03-26 01:20:21 INFO lr: 4.9380e-05 - loss: 0.0014 - UP: 93.46% UR: 86.35% UF: 89.77% P: 93.46% R: 86.35% F: 89.77% |
| 2024-03-26 01:20:22 INFO dev: loss: nan - UP: 57.07% UR: 36.40% UF: 44.45% P: 56.06% R: 35.75% F: 43.66% |
| 2024-03-26 01:20:24 INFO test: loss: nan - UP: 45.91% UR: 35.20% UF: 39.85% P: 44.23% R: 33.91% F: 38.39% |
| 2024-03-26 01:20:27 INFO 0:00:10.335400s elapsed (saved) |
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| 2024-03-26 01:20:27 INFO Epoch 63 / 5000: |
| 2024-03-26 01:20:35 INFO lr: 4.9370e-05 - loss: 0.0012 - UP: 93.93% UR: 87.56% UF: 90.63% P: 93.92% R: 87.55% F: 90.62% |
| 2024-03-26 01:20:36 INFO dev: loss: nan - UP: 59.72% UR: 28.71% UF: 38.78% P: 58.30% R: 28.03% F: 37.85% |
| 2024-03-26 01:20:37 INFO test: loss: nan - UP: 51.65% UR: 29.11% UF: 37.24% P: 49.44% R: 27.87% F: 35.64% |
| 2024-03-26 01:20:37 INFO 0:00:09.805674s elapsed |
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| 2024-03-26 01:20:37 INFO Epoch 64 / 5000: |
| 2024-03-26 01:20:45 INFO lr: 4.9360e-05 - loss: 0.0010 - UP: 91.24% UR: 81.99% UF: 86.37% P: 91.24% R: 81.99% F: 86.37% |
| 2024-03-26 01:20:45 INFO dev: loss: nan - UP: 59.82% UR: 26.05% UF: 36.30% P: 58.25% R: 25.37% F: 35.34% |
| 2024-03-26 01:20:47 INFO test: loss: nan - UP: 53.51% UR: 25.73% UF: 34.76% P: 51.05% R: 24.55% F: 33.16% |
| 2024-03-26 01:20:47 INFO 0:00:09.827388s elapsed |
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| 2024-03-26 01:20:47 INFO Epoch 65 / 5000: |
| 2024-03-26 01:20:54 INFO lr: 4.9350e-05 - loss: 0.0021 - UP: 92.46% UR: 82.76% UF: 87.34% P: 92.42% R: 82.73% F: 87.31% |
| 2024-03-26 01:20:55 INFO dev: loss: nan - UP: 65.44% UR: 26.81% UF: 38.03% P: 64.47% R: 26.41% F: 37.47% |
| 2024-03-26 01:20:57 INFO test: loss: nan - UP: 52.05% UR: 26.60% UF: 35.21% P: 49.86% R: 25.48% F: 33.72% |
| 2024-03-26 01:20:57 INFO 0:00:09.889350s elapsed |
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| 2024-03-26 01:20:57 INFO Epoch 66 / 5000: |
| 2024-03-26 01:21:04 INFO lr: 4.9340e-05 - loss: 0.0017 - UP: 93.36% UR: 85.52% UF: 89.27% P: 93.32% R: 85.49% F: 89.24% |
| 2024-03-26 01:21:05 INFO dev: loss: nan - UP: 57.77% UR: 21.92% UF: 31.78% P: 56.16% R: 21.31% F: 30.89% |
| 2024-03-26 01:21:07 INFO test: loss: nan - UP: 53.53% UR: 24.00% UF: 33.14% P: 50.71% R: 22.73% F: 31.39% |
| 2024-03-26 01:21:07 INFO 0:00:09.993232s elapsed |
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| 2024-03-26 01:21:07 INFO Epoch 67 / 5000: |
| 2024-03-26 01:21:15 INFO lr: 4.9330e-05 - loss: 0.0003 - UP: 91.62% UR: 83.18% UF: 87.20% P: 91.61% R: 83.17% F: 87.19% |
| 2024-03-26 01:21:16 INFO dev: loss: nan - UP: 61.74% UR: 19.94% UF: 30.15% P: 59.40% R: 19.19% F: 29.01% |
| 2024-03-26 01:21:17 INFO test: loss: nan - UP: 59.99% UR: 21.13% UF: 31.25% P: 56.99% R: 20.07% F: 29.69% |
| 2024-03-26 01:21:17 INFO 0:00:10.216820s elapsed |
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| 2024-03-26 01:21:17 INFO Epoch 68 / 5000: |
| 2024-03-26 01:21:25 INFO lr: 4.9320e-05 - loss: 0.0086 - UP: 92.96% UR: 75.83% UF: 83.52% P: 92.96% R: 75.83% F: 83.52% |
| 2024-03-26 01:21:26 INFO dev: loss: nan - UP: 50.04% UR: 21.78% UF: 30.35% P: 47.40% R: 20.63% F: 28.74% |
| 2024-03-26 01:21:27 INFO test: loss: nan - UP: 45.51% UR: 21.97% UF: 29.64% P: 42.45% R: 20.49% F: 27.64% |
| 2024-03-26 01:21:27 INFO 0:00:10.311679s elapsed |
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| 2024-03-26 01:21:27 INFO Epoch 69 / 5000: |
| 2024-03-26 01:21:35 INFO lr: 4.9310e-05 - loss: 0.0059 - UP: 82.49% UR: 59.94% UF: 69.43% P: 82.37% R: 59.85% F: 69.33% |
| 2024-03-26 01:21:36 INFO dev: loss: nan - UP: 45.40% UR: 26.45% UF: 33.42% P: 43.86% R: 25.55% F: 32.29% |
| 2024-03-26 01:21:38 INFO test: loss: nan - UP: 39.88% UR: 30.38% UF: 34.49% P: 37.96% R: 28.92% F: 32.83% |
| 2024-03-26 01:21:38 INFO 0:00:10.262912s elapsed |
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| 2024-03-26 01:21:38 INFO Epoch 70 / 5000: |
| 2024-03-26 01:21:45 INFO lr: 4.9300e-05 - loss: 0.0057 - UP: 85.31% UR: 70.48% UF: 77.19% P: 85.26% R: 70.44% F: 77.14% |
| 2024-03-26 01:21:46 INFO dev: loss: nan - UP: 56.45% UR: 27.85% UF: 37.30% P: 54.55% R: 26.91% F: 36.04% |
| 2024-03-26 01:21:48 INFO test: loss: nan - UP: 50.87% UR: 29.71% UF: 37.51% P: 48.52% R: 28.33% F: 35.77% |
| 2024-03-26 01:21:48 INFO 0:00:10.209309s elapsed |
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| 2024-03-26 01:21:48 INFO Epoch 71 / 5000: |
| 2024-03-26 01:21:55 INFO lr: 4.9290e-05 - loss: 0.0023 - UP: 87.82% UR: 77.05% UF: 82.08% P: 87.74% R: 76.98% F: 82.01% |
| 2024-03-26 01:21:56 INFO dev: loss: nan - UP: 47.33% UR: 21.95% UF: 30.00% P: 44.85% R: 20.80% F: 28.42% |
| 2024-03-26 01:21:58 INFO test: loss: nan - UP: 45.40% UR: 23.16% UF: 30.67% P: 42.34% R: 21.59% F: 28.60% |
| 2024-03-26 01:21:58 INFO 0:00:10.154899s elapsed |
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| 2024-03-26 01:21:58 INFO Epoch 72 / 5000: |
| 2024-03-26 01:22:06 INFO lr: 4.9280e-05 - loss: 0.0122 - UP: 81.96% UR: 70.73% UF: 75.94% P: 81.81% R: 70.60% F: 75.80% |
| 2024-03-26 01:22:07 INFO dev: loss: nan - UP: 41.91% UR: 34.71% UF: 37.97% P: 39.83% R: 32.99% F: 36.08% |
| 2024-03-26 01:22:08 INFO test: loss: nan - UP: 34.51% UR: 34.27% UF: 34.39% P: 32.96% R: 32.73% F: 32.84% |
| 2024-03-26 01:22:08 INFO 0:00:10.077950s elapsed |
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| 2024-03-26 01:22:08 INFO Epoch 73 / 5000: |
| 2024-03-26 01:22:16 INFO lr: 4.9270e-05 - loss: 0.0043 - UP: 86.16% UR: 73.20% UF: 79.16% P: 86.14% R: 73.18% F: 79.13% |
| 2024-03-26 01:22:17 INFO dev: loss: nan - UP: 45.88% UR: 38.41% UF: 41.81% P: 43.43% R: 36.36% F: 39.59% |
| 2024-03-26 01:22:18 INFO test: loss: nan - UP: 41.41% UR: 37.97% UF: 39.61% P: 39.49% R: 36.21% F: 37.78% |
| 2024-03-26 01:22:18 INFO 0:00:10.001787s elapsed |
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| 2024-03-26 01:22:18 INFO Epoch 74 / 5000: |
| 2024-03-26 01:22:26 INFO lr: 4.9260e-05 - loss: 0.0098 - UP: 89.62% UR: 78.65% UF: 83.77% P: 89.61% R: 78.64% F: 83.76% |
| 2024-03-26 01:22:27 INFO dev: loss: nan - UP: 61.99% UR: 20.16% UF: 30.42% P: 60.00% R: 19.51% F: 29.45% |
| 2024-03-26 01:22:28 INFO test: loss: nan - UP: 57.83% UR: 20.98% UF: 30.79% P: 55.74% R: 20.22% F: 29.67% |
| 2024-03-26 01:22:28 INFO 0:00:10.008059s elapsed |
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| 2024-03-26 01:22:28 INFO Epoch 75 / 5000: |
| 2024-03-26 01:22:36 INFO lr: 4.9250e-05 - loss: 0.0046 - UP: 89.80% UR: 73.52% UF: 80.85% P: 89.74% R: 73.47% F: 80.79% |
| 2024-03-26 01:22:37 INFO dev: loss: nan - UP: 48.77% UR: 35.68% UF: 41.21% P: 46.71% R: 34.17% F: 39.47% |
| 2024-03-26 01:22:38 INFO test: loss: nan - UP: 44.28% UR: 33.26% UF: 37.98% P: 42.17% R: 31.67% F: 36.17% |
| 2024-03-26 01:22:38 INFO 0:00:10.009943s elapsed |
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| 2024-03-26 01:22:38 INFO Epoch 76 / 5000: |
| 2024-03-26 01:22:46 INFO lr: 4.9240e-05 - loss: 0.0136 - UP: 81.14% UR: 62.37% UF: 70.53% P: 80.97% R: 62.24% F: 70.38% |
| 2024-03-26 01:22:47 INFO dev: loss: nan - UP: 45.47% UR: 20.37% UF: 28.14% P: 43.70% R: 19.58% F: 27.05% |
| 2024-03-26 01:22:48 INFO test: loss: nan - UP: 45.54% UR: 22.78% UF: 30.37% P: 43.13% R: 21.57% F: 28.76% |
| 2024-03-26 01:22:48 INFO 0:00:09.998864s elapsed |
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| 2024-03-26 01:22:48 INFO Epoch 77 / 5000: |
| 2024-03-26 01:22:56 INFO lr: 4.9230e-05 - loss: 0.0096 - UP: 71.80% UR: 52.53% UF: 60.67% P: 71.73% R: 52.47% F: 60.61% |
| 2024-03-26 01:22:57 INFO dev: loss: nan - UP: 49.46% UR: 36.22% UF: 41.82% P: 48.23% R: 35.32% F: 40.78% |
| 2024-03-26 01:22:58 INFO test: loss: nan - UP: 39.99% UR: 34.14% UF: 36.84% P: 38.46% R: 32.83% F: 35.42% |
| 2024-03-26 01:22:58 INFO 0:00:10.005466s elapsed |
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| 2024-03-26 01:22:58 INFO Epoch 78 / 5000: |
| 2024-03-26 01:23:06 INFO lr: 4.9220e-05 - loss: 0.0025 - UP: 84.78% UR: 58.42% UF: 69.18% P: 84.21% R: 58.03% F: 68.71% |
| 2024-03-26 01:23:07 INFO dev: loss: nan - UP: 35.36% UR: 35.79% UF: 35.57% P: 33.72% R: 34.14% F: 33.93% |
| 2024-03-26 01:23:08 INFO test: loss: nan - UP: 29.97% UR: 32.98% UF: 31.41% P: 28.48% R: 31.33% F: 29.84% |
| 2024-03-26 01:23:08 INFO 0:00:10.008486s elapsed |
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| 2024-03-26 01:23:08 INFO Epoch 79 / 5000: |
| 2024-03-26 01:23:16 INFO lr: 4.9210e-05 - loss: 0.0169 - UP: 84.61% UR: 63.01% UF: 72.23% P: 84.36% R: 62.82% F: 72.01% |
| 2024-03-26 01:23:17 INFO dev: loss: nan - UP: 56.52% UR: 30.83% UF: 39.90% P: 55.53% R: 30.29% F: 39.20% |
| 2024-03-26 01:23:18 INFO test: loss: nan - UP: 46.47% UR: 30.17% UF: 36.59% P: 44.94% R: 29.18% F: 35.38% |
| 2024-03-26 01:23:18 INFO 0:00:10.031265s elapsed |
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| 2024-03-26 01:23:18 INFO Epoch 80 / 5000: |
| 2024-03-26 01:23:26 INFO lr: 4.9200e-05 - loss: 0.0103 - UP: 78.43% UR: 53.56% UF: 63.65% P: 78.34% R: 53.49% F: 63.58% |
| 2024-03-26 01:23:27 INFO dev: loss: nan - UP: 55.21% UR: 25.91% UF: 35.27% P: 54.21% R: 25.44% F: 34.63% |
| 2024-03-26 01:23:28 INFO test: loss: nan - UP: 47.02% UR: 26.20% UF: 33.65% P: 45.62% R: 25.42% F: 32.65% |
| 2024-03-26 01:23:28 INFO 0:00:10.009624s elapsed |
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| 2024-03-26 01:23:28 INFO Epoch 81 / 5000: |
| 2024-03-26 01:23:36 INFO lr: 4.9190e-05 - loss: 0.0050 - UP: 83.21% UR: 68.34% UF: 75.04% P: 83.17% R: 68.31% F: 75.01% |
| 2024-03-26 01:23:37 INFO dev: loss: nan - UP: 45.72% UR: 37.84% UF: 41.41% P: 44.33% R: 36.69% F: 40.15% |
| 2024-03-26 01:23:38 INFO test: loss: nan - UP: 43.31% UR: 37.29% UF: 40.08% P: 41.55% R: 35.77% F: 38.44% |
| 2024-03-26 01:23:38 INFO 0:00:10.044229s elapsed |
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| 2024-03-26 01:23:38 INFO Epoch 82 / 5000: |
| 2024-03-26 01:23:46 INFO lr: 4.9180e-05 - loss: 0.0019 - UP: 89.55% UR: 76.56% UF: 82.54% P: 89.54% R: 76.55% F: 82.53% |
| 2024-03-26 01:23:47 INFO dev: loss: nan - UP: 53.15% UR: 36.72% UF: 43.43% P: 52.05% R: 35.97% F: 42.54% |
| 2024-03-26 01:23:48 INFO test: loss: nan - UP: 45.72% UR: 36.93% UF: 40.86% P: 44.00% R: 35.54% F: 39.32% |
| 2024-03-26 01:23:48 INFO 0:00:10.039436s elapsed |
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| 2024-03-26 01:23:48 INFO Epoch 83 / 5000: |
| 2024-03-26 01:23:56 INFO lr: 4.9170e-05 - loss: 0.0019 - UP: 87.66% UR: 67.89% UF: 76.52% P: 87.61% R: 67.85% F: 76.47% |
| 2024-03-26 01:23:57 INFO dev: loss: nan - UP: 60.18% UR: 31.98% UF: 41.76% P: 59.16% R: 31.44% F: 41.06% |
| 2024-03-26 01:23:58 INFO test: loss: nan - UP: 52.05% UR: 28.14% UF: 36.53% P: 49.90% R: 26.98% F: 35.02% |
| 2024-03-26 01:23:58 INFO 0:00:10.081157s elapsed |
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| 2024-03-26 01:23:58 INFO Epoch 84 / 5000: |
| 2024-03-26 01:24:06 INFO lr: 4.9160e-05 - loss: 0.0027 - UP: 89.92% UR: 78.85% UF: 84.02% P: 89.90% R: 78.83% F: 84.00% |
| 2024-03-26 01:24:07 INFO dev: loss: nan - UP: 55.85% UR: 41.83% UF: 47.83% P: 53.93% R: 40.39% F: 46.19% |
| 2024-03-26 01:24:08 INFO test: loss: nan - UP: 45.44% UR: 36.45% UF: 40.45% P: 43.52% R: 34.90% F: 38.74% |
| 2024-03-26 01:24:11 INFO 0:00:10.069045s elapsed (saved) |
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| 2024-03-26 01:24:11 INFO Epoch 85 / 5000: |
| 2024-03-26 01:24:18 INFO lr: 4.9150e-05 - loss: 0.0012 - UP: 92.75% UR: 83.53% UF: 87.90% P: 92.74% R: 83.52% F: 87.89% |
| 2024-03-26 01:24:19 INFO dev: loss: nan - UP: 55.81% UR: 39.67% UF: 46.38% P: 53.69% R: 38.16% F: 44.61% |
| 2024-03-26 01:24:21 INFO test: loss: nan - UP: 46.62% UR: 35.31% UF: 40.18% P: 44.81% R: 33.93% F: 38.62% |
| 2024-03-26 01:24:21 INFO 0:00:09.820359s elapsed |
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| 2024-03-26 01:24:21 INFO Epoch 86 / 5000: |
| 2024-03-26 01:24:28 INFO lr: 4.9140e-05 - loss: 0.0028 - UP: 93.70% UR: 85.19% UF: 89.24% P: 93.70% R: 85.19% F: 89.24% |
| 2024-03-26 01:24:29 INFO dev: loss: nan - UP: 60.40% UR: 34.96% UF: 44.29% P: 59.09% R: 34.21% F: 43.33% |
| 2024-03-26 01:24:31 INFO test: loss: nan - UP: 51.44% UR: 31.29% UF: 38.91% P: 49.22% R: 29.94% F: 37.23% |
| 2024-03-26 01:24:31 INFO 0:00:09.864299s elapsed |
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| 2024-03-26 01:24:31 INFO Epoch 87 / 5000: |
| 2024-03-26 01:24:38 INFO lr: 4.9130e-05 - loss: 0.0011 - UP: 92.76% UR: 86.61% UF: 89.58% P: 92.75% R: 86.60% F: 89.57% |
| 2024-03-26 01:24:39 INFO dev: loss: nan - UP: 57.65% UR: 38.88% UF: 46.44% P: 55.73% R: 37.59% F: 44.89% |
| 2024-03-26 01:24:41 INFO test: loss: nan - UP: 48.34% UR: 34.54% UF: 40.30% P: 46.39% R: 33.15% F: 38.67% |
| 2024-03-26 01:24:41 INFO 0:00:09.941460s elapsed |
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| 2024-03-26 01:24:41 INFO Epoch 88 / 5000: |
| 2024-03-26 01:24:48 INFO lr: 4.9120e-05 - loss: 0.0022 - UP: 94.38% UR: 87.68% UF: 90.90% P: 94.38% R: 87.68% F: 90.90% |
| 2024-03-26 01:24:49 INFO dev: loss: nan - UP: 58.99% UR: 36.08% UF: 44.77% P: 57.40% R: 35.11% F: 43.57% |
| 2024-03-26 01:24:51 INFO test: loss: nan - UP: 49.36% UR: 32.83% UF: 39.44% P: 47.33% R: 31.48% F: 37.81% |
| 2024-03-26 01:24:51 INFO 0:00:09.989052s elapsed |
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| 2024-03-26 01:24:51 INFO Epoch 89 / 5000: |
| 2024-03-26 01:24:58 INFO lr: 4.9110e-05 - loss: 0.0006 - UP: 94.61% UR: 87.92% UF: 91.14% P: 94.60% R: 87.91% F: 91.13% |
| 2024-03-26 01:24:59 INFO dev: loss: nan - UP: 58.89% UR: 37.26% UF: 45.64% P: 57.35% R: 36.29% F: 44.45% |
| 2024-03-26 01:25:01 INFO test: loss: nan - UP: 50.61% UR: 34.29% UF: 40.88% P: 48.55% R: 32.90% F: 39.22% |
| 2024-03-26 01:25:01 INFO 0:00:10.163776s elapsed |
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| 2024-03-26 01:25:01 INFO Epoch 90 / 5000: |
| 2024-03-26 01:25:09 INFO lr: 4.9100e-05 - loss: 0.0000 - UP: 95.26% UR: 88.21% UF: 91.60% P: 95.26% R: 88.21% F: 91.60% |
| 2024-03-26 01:25:10 INFO dev: loss: nan - UP: 55.93% UR: 39.17% UF: 46.07% P: 53.82% R: 37.69% F: 44.34% |
| 2024-03-26 01:25:11 INFO test: loss: nan - UP: 46.89% UR: 35.54% UF: 40.43% P: 44.83% R: 33.97% F: 38.65% |
| 2024-03-26 01:25:11 INFO 0:00:10.263586s elapsed |
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| 2024-03-26 01:25:11 INFO Epoch 91 / 5000: |
| 2024-03-26 01:25:19 INFO lr: 4.9090e-05 - loss: 0.0009 - UP: 94.82% UR: 89.62% UF: 92.14% P: 94.82% R: 89.62% F: 92.14% |
| 2024-03-26 01:25:20 INFO dev: loss: nan - UP: 57.23% UR: 37.55% UF: 45.35% P: 55.70% R: 36.54% F: 44.13% |
| 2024-03-26 01:25:21 INFO test: loss: nan - UP: 48.64% UR: 34.63% UF: 40.45% P: 46.71% R: 33.26% F: 38.85% |
| 2024-03-26 01:25:21 INFO 0:00:10.093823s elapsed |
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| 2024-03-26 01:25:21 INFO Epoch 92 / 5000: |
| 2024-03-26 01:25:29 INFO lr: 4.9080e-05 - loss: 0.0017 - UP: 94.67% UR: 90.91% UF: 92.75% P: 94.67% R: 90.91% F: 92.75% |
| 2024-03-26 01:25:30 INFO dev: loss: nan - UP: 60.66% UR: 35.57% UF: 44.85% P: 59.37% R: 34.82% F: 43.90% |
| 2024-03-26 01:25:31 INFO test: loss: nan - UP: 51.73% UR: 32.31% UF: 39.77% P: 49.56% R: 30.95% F: 38.11% |
| 2024-03-26 01:25:31 INFO 0:00:10.090793s elapsed |
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| 2024-03-26 01:25:31 INFO Epoch 93 / 5000: |
| 2024-03-26 01:25:39 INFO lr: 4.9070e-05 - loss: 0.0175 - UP: 95.16% UR: 90.34% UF: 92.69% P: 95.15% R: 90.32% F: 92.67% |
| 2024-03-26 01:25:40 INFO dev: loss: nan - UP: 61.36% UR: 32.81% UF: 42.75% P: 59.68% R: 31.91% F: 41.58% |
| 2024-03-26 01:25:41 INFO test: loss: nan - UP: 52.16% UR: 30.15% UF: 38.21% P: 49.67% R: 28.71% F: 36.39% |
| 2024-03-26 01:25:41 INFO 0:00:10.104901s elapsed |
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| 2024-03-26 01:25:41 INFO Epoch 94 / 5000: |
| 2024-03-26 01:25:49 INFO lr: 4.9060e-05 - loss: 0.0004 - UP: 89.93% UR: 78.12% UF: 83.61% P: 89.93% R: 78.12% F: 83.61% |
| 2024-03-26 01:25:50 INFO dev: loss: nan - UP: 48.20% UR: 43.37% UF: 45.66% P: 45.93% R: 41.32% F: 43.50% |
| 2024-03-26 01:25:51 INFO test: loss: nan - UP: 39.99% UR: 38.24% UF: 39.10% P: 37.89% R: 36.23% F: 37.05% |
| 2024-03-26 01:25:51 INFO 0:00:10.092784s elapsed |
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| 2024-03-26 01:25:51 INFO Epoch 95 / 5000: |
| 2024-03-26 01:25:59 INFO lr: 4.9050e-05 - loss: 0.0026 - UP: 91.92% UR: 80.80% UF: 86.00% P: 91.89% R: 80.78% F: 85.98% |
| 2024-03-26 01:26:00 INFO dev: loss: nan - UP: 51.09% UR: 37.08% UF: 42.97% P: 48.81% R: 35.43% F: 41.06% |
| 2024-03-26 01:26:02 INFO test: loss: nan - UP: 43.68% UR: 32.79% UF: 37.46% P: 41.43% R: 31.10% F: 35.53% |
| 2024-03-26 01:26:02 INFO 0:00:10.104756s elapsed |
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| 2024-03-26 01:26:09 INFO lr: 4.9040e-05 - loss: nan - UP: 93.99% UR: 86.97% UF: 90.34% P: 93.99% R: 86.97% F: 90.34% |
| 2024-03-26 01:26:10 INFO dev: loss: nan - UP: 53.30% UR: 41.18% UF: 46.46% P: 51.72% R: 39.96% F: 45.08% |
| 2024-03-26 01:26:12 INFO test: loss: nan - UP: 44.46% UR: 35.79% UF: 39.66% P: 42.31% R: 34.06% F: 37.74% |
| 2024-03-26 01:26:12 INFO 0:00:10.133878s elapsed |
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| 2024-03-26 01:26:12 INFO Epoch 97 / 5000: |
| 2024-03-26 01:26:19 INFO lr: 4.9030e-05 - loss: 0.0007 - UP: 93.56% UR: 89.16% UF: 91.31% P: 93.56% R: 89.16% F: 91.31% |
| 2024-03-26 01:26:20 INFO dev: loss: nan - UP: 59.98% UR: 35.97% UF: 44.97% P: 58.12% R: 34.85% F: 43.58% |
| 2024-03-26 01:26:22 INFO test: loss: nan - UP: 51.20% UR: 31.88% UF: 39.30% P: 48.86% R: 30.42% F: 37.50% |
| 2024-03-26 01:26:22 INFO 0:00:10.108143s elapsed |
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| 2024-03-26 01:26:22 INFO Epoch 98 / 5000: |
| 2024-03-26 01:26:29 INFO lr: 4.9020e-05 - loss: 0.0006 - UP: 95.64% UR: 89.31% UF: 92.37% P: 95.64% R: 89.31% F: 92.37% |
| 2024-03-26 01:26:30 INFO dev: loss: nan - UP: 59.36% UR: 39.78% UF: 47.63% P: 57.86% R: 38.77% F: 46.43% |
| 2024-03-26 01:26:32 INFO test: loss: nan - UP: 47.92% UR: 33.13% UF: 39.18% P: 45.78% R: 31.65% F: 37.43% |
| 2024-03-26 01:26:35 INFO 0:00:10.105949s elapsed (saved) |
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| 2024-03-26 01:26:35 INFO Epoch 99 / 5000: |
| 2024-03-26 01:26:42 INFO lr: 4.9010e-05 - loss: 0.0021 - UP: 95.28% UR: 90.47% UF: 92.81% P: 95.28% R: 90.47% F: 92.81% |
| 2024-03-26 01:26:43 INFO dev: loss: nan - UP: 55.86% UR: 37.33% UF: 44.76% P: 54.14% R: 36.18% F: 43.38% |
| 2024-03-26 01:26:45 INFO test: loss: nan - UP: 47.73% UR: 33.91% UF: 39.65% P: 45.44% R: 32.28% F: 37.75% |
| 2024-03-26 01:26:45 INFO 0:00:09.802403s elapsed |
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| 2024-03-26 01:26:45 INFO Epoch 100 / 5000: |
| 2024-03-26 01:26:52 INFO lr: 4.9000e-05 - loss: 0.0007 - UP: 95.53% UR: 91.57% UF: 93.50% P: 95.51% R: 91.55% F: 93.49% |
| 2024-03-26 01:26:53 INFO dev: loss: nan - UP: 58.97% UR: 36.26% UF: 44.90% P: 57.10% R: 35.11% F: 43.48% |
| 2024-03-26 01:26:54 INFO test: loss: nan - UP: 50.28% UR: 32.28% UF: 39.32% P: 48.11% R: 30.89% F: 37.62% |
| 2024-03-26 01:26:54 INFO 0:00:09.869153s elapsed |
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| 2024-03-26 01:26:54 INFO Epoch 101 / 5000: |
| 2024-03-26 01:27:02 INFO lr: 4.8990e-05 - loss: 0.0014 - UP: 96.25% UR: 91.41% UF: 93.77% P: 96.25% R: 91.41% F: 93.77% |
| 2024-03-26 01:27:03 INFO dev: loss: nan - UP: 60.12% UR: 35.32% UF: 44.50% P: 58.59% R: 34.42% F: 43.37% |
| 2024-03-26 01:27:04 INFO test: loss: nan - UP: 50.57% UR: 32.05% UF: 39.23% P: 48.37% R: 30.66% F: 37.53% |
| 2024-03-26 01:27:04 INFO 0:00:09.949417s elapsed |
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| 2024-03-26 01:27:04 INFO Epoch 102 / 5000: |
| 2024-03-26 01:27:12 INFO lr: 4.8980e-05 - loss: 0.0004 - UP: 96.24% UR: 92.68% UF: 94.42% P: 96.24% R: 92.68% F: 94.42% |
| 2024-03-26 01:27:13 INFO dev: loss: nan - UP: 59.69% UR: 34.75% UF: 43.92% P: 58.09% R: 33.81% F: 42.74% |
| 2024-03-26 01:27:14 INFO test: loss: nan - UP: 50.88% UR: 31.84% UF: 39.17% P: 48.68% R: 30.47% F: 37.48% |
| 2024-03-26 01:27:14 INFO 0:00:10.003547s elapsed |
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| 2024-03-26 01:27:14 INFO Epoch 103 / 5000: |
| 2024-03-26 01:27:22 INFO lr: 4.8970e-05 - loss: 0.0024 - UP: 96.46% UR: 93.05% UF: 94.72% P: 96.46% R: 93.05% F: 94.72% |
| 2024-03-26 01:27:23 INFO dev: loss: nan - UP: 59.76% UR: 35.64% UF: 44.65% P: 58.19% R: 34.71% F: 43.48% |
| 2024-03-26 01:27:25 INFO test: loss: nan - UP: 50.53% UR: 32.35% UF: 39.44% P: 48.35% R: 30.95% F: 37.74% |
| 2024-03-26 01:27:25 INFO 0:00:10.113712s elapsed |
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| 2024-03-26 01:27:25 INFO Epoch 104 / 5000: |
| 2024-03-26 01:27:32 INFO lr: 4.8960e-05 - loss: 0.0004 - UP: 96.05% UR: 90.30% UF: 93.09% P: 96.05% R: 90.30% F: 93.09% |
| 2024-03-26 01:27:33 INFO dev: loss: nan - UP: 56.62% UR: 38.27% UF: 45.67% P: 55.08% R: 37.23% F: 44.43% |
| 2024-03-26 01:27:35 INFO test: loss: nan - UP: 45.16% UR: 34.38% UF: 39.04% P: 43.13% R: 32.83% F: 37.28% |
| 2024-03-26 01:27:35 INFO 0:00:10.436883s elapsed |
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| 2024-03-26 01:27:35 INFO Epoch 105 / 5000: |
| 2024-03-26 01:27:43 INFO lr: 4.8950e-05 - loss: 0.0011 - UP: 95.66% UR: 91.11% UF: 93.33% P: 95.66% R: 91.11% F: 93.33% |
| 2024-03-26 01:27:44 INFO dev: loss: nan - UP: 59.18% UR: 37.41% UF: 45.84% P: 57.87% R: 36.58% F: 44.83% |
| 2024-03-26 01:27:45 INFO test: loss: nan - UP: 49.75% UR: 33.76% UF: 40.23% P: 47.51% R: 32.24% F: 38.41% |
| 2024-03-26 01:27:45 INFO 0:00:10.203561s elapsed |
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| 2024-03-26 01:27:45 INFO Epoch 106 / 5000: |
| 2024-03-26 01:27:53 INFO lr: 4.8940e-05 - loss: 0.0006 - UP: 95.57% UR: 93.08% UF: 94.31% P: 95.57% R: 93.08% F: 94.31% |
| 2024-03-26 01:27:54 INFO dev: loss: nan - UP: 61.57% UR: 35.18% UF: 44.77% P: 60.13% R: 34.35% F: 43.72% |
| 2024-03-26 01:27:55 INFO test: loss: nan - UP: 53.45% UR: 31.27% UF: 39.46% P: 51.10% R: 29.90% F: 37.72% |
| 2024-03-26 01:27:55 INFO 0:00:10.167933s elapsed |
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| 2024-03-26 01:27:55 INFO Epoch 107 / 5000: |
| 2024-03-26 01:28:03 INFO lr: 4.8930e-05 - loss: nan - UP: 95.73% UR: 93.85% UF: 94.78% P: 95.73% R: 93.85% F: 94.78% |
| 2024-03-26 01:28:04 INFO dev: loss: nan - UP: 59.80% UR: 36.51% UF: 45.34% P: 58.56% R: 35.75% F: 44.40% |
| 2024-03-26 01:28:05 INFO test: loss: nan - UP: 52.36% UR: 33.53% UF: 40.88% P: 50.12% R: 32.09% F: 39.13% |
| 2024-03-26 01:28:05 INFO 0:00:10.082950s elapsed |
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| 2024-03-26 01:28:05 INFO Epoch 108 / 5000: |
| 2024-03-26 01:28:13 INFO lr: 4.8920e-05 - loss: 0.0005 - UP: 96.48% UR: 93.42% UF: 94.92% P: 96.48% R: 93.42% F: 94.92% |
| 2024-03-26 01:28:14 INFO dev: loss: nan - UP: 57.96% UR: 36.76% UF: 44.99% P: 56.66% R: 35.93% F: 43.98% |
| 2024-03-26 01:28:16 INFO test: loss: nan - UP: 51.08% UR: 34.57% UF: 41.23% P: 48.89% R: 33.09% F: 39.47% |
| 2024-03-26 01:28:16 INFO 0:00:10.059219s elapsed |
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| 2024-03-26 01:28:16 INFO Epoch 109 / 5000: |
| 2024-03-26 01:28:23 INFO lr: 4.8910e-05 - loss: 0.0004 - UP: 96.50% UR: 94.04% UF: 95.25% P: 96.50% R: 94.04% F: 95.25% |
| 2024-03-26 01:28:24 INFO dev: loss: nan - UP: 58.95% UR: 37.05% UF: 45.50% P: 57.63% R: 36.22% F: 44.48% |
| 2024-03-26 01:28:26 INFO test: loss: nan - UP: 52.15% UR: 34.40% UF: 41.45% P: 49.84% R: 32.88% F: 39.62% |
| 2024-03-26 01:28:26 INFO 0:00:10.052019s elapsed |
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| 2024-03-26 01:28:26 INFO Epoch 110 / 5000: |
| 2024-03-26 01:28:33 INFO lr: 4.8900e-05 - loss: 0.0000 - UP: 96.22% UR: 94.31% UF: 95.26% P: 96.22% R: 94.31% F: 95.26% |
| 2024-03-26 01:28:34 INFO dev: loss: nan - UP: 61.58% UR: 35.54% UF: 45.07% P: 60.15% R: 34.71% F: 44.02% |
| 2024-03-26 01:28:36 INFO test: loss: nan - UP: 52.23% UR: 31.69% UF: 39.45% P: 49.86% R: 30.26% F: 37.66% |
| 2024-03-26 01:28:36 INFO 0:00:10.037149s elapsed |
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| 2024-03-26 01:28:36 INFO Epoch 111 / 5000: |
| 2024-03-26 01:28:43 INFO lr: 4.8890e-05 - loss: 0.0009 - UP: 96.99% UR: 94.73% UF: 95.85% P: 96.99% R: 94.73% F: 95.85% |
| 2024-03-26 01:28:44 INFO dev: loss: nan - UP: 62.03% UR: 35.86% UF: 45.45% P: 60.72% R: 35.11% F: 44.49% |
| 2024-03-26 01:28:46 INFO test: loss: nan - UP: 52.75% UR: 31.46% UF: 39.41% P: 50.41% R: 30.07% F: 37.67% |
| 2024-03-26 01:28:46 INFO 0:00:10.033906s elapsed |
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| 2024-03-26 01:28:46 INFO Epoch 112 / 5000: |
| 2024-03-26 01:28:53 INFO lr: 4.8880e-05 - loss: 0.0003 - UP: 97.11% UR: 93.99% UF: 95.53% P: 97.11% R: 93.99% F: 95.53% |
| 2024-03-26 01:28:54 INFO dev: loss: nan - UP: 59.17% UR: 37.69% UF: 46.05% P: 57.70% R: 36.76% F: 44.91% |
| 2024-03-26 01:28:56 INFO test: loss: nan - UP: 49.79% UR: 32.83% UF: 39.57% P: 47.48% R: 31.31% F: 37.74% |
| 2024-03-26 01:28:56 INFO 0:00:10.039136s elapsed |
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| 2024-03-26 01:28:56 INFO Epoch 113 / 5000: |
| 2024-03-26 01:29:03 INFO lr: 4.8870e-05 - loss: 0.0001 - UP: 96.96% UR: 94.51% UF: 95.72% P: 96.96% R: 94.51% F: 95.72% |
| 2024-03-26 01:29:04 INFO dev: loss: nan - UP: 59.82% UR: 37.77% UF: 46.30% P: 58.51% R: 36.94% F: 45.29% |
| 2024-03-26 01:29:06 INFO test: loss: nan - UP: 51.98% UR: 34.14% UF: 41.21% P: 49.69% R: 32.64% F: 39.40% |
| 2024-03-26 01:29:06 INFO 0:00:10.040537s elapsed |
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| 2024-03-26 01:29:06 INFO Epoch 114 / 5000: |
| 2024-03-26 01:29:13 INFO lr: 4.8860e-05 - loss: 0.0001 - UP: 97.19% UR: 94.56% UF: 95.86% P: 97.19% R: 94.56% F: 95.86% |
| 2024-03-26 01:29:14 INFO dev: loss: nan - UP: 59.05% UR: 37.26% UF: 45.69% P: 57.74% R: 36.44% F: 44.68% |
| 2024-03-26 01:29:16 INFO test: loss: nan - UP: 51.80% UR: 34.67% UF: 41.54% P: 49.68% R: 33.26% F: 39.84% |
| 2024-03-26 01:29:16 INFO 0:00:10.009046s elapsed |
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| 2024-03-26 01:29:16 INFO Epoch 115 / 5000: |
| 2024-03-26 01:29:23 INFO lr: 4.8850e-05 - loss: 0.0009 - UP: 97.45% UR: 94.83% UF: 96.12% P: 97.45% R: 94.83% F: 96.12% |
| 2024-03-26 01:29:24 INFO dev: loss: nan - UP: 59.18% UR: 37.98% UF: 46.27% P: 57.95% R: 37.19% F: 45.31% |
| 2024-03-26 01:29:26 INFO test: loss: nan - UP: 51.41% UR: 35.12% UF: 41.73% P: 49.24% R: 33.64% F: 39.97% |
| 2024-03-26 01:29:26 INFO 0:00:10.012406s elapsed |
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| 2024-03-26 01:29:26 INFO Epoch 116 / 5000: |
| 2024-03-26 01:29:33 INFO lr: 4.8840e-05 - loss: 0.0001 - UP: 97.52% UR: 95.53% UF: 96.51% P: 97.52% R: 95.53% F: 96.51% |
| 2024-03-26 01:29:34 INFO dev: loss: nan - UP: 57.37% UR: 39.56% UF: 46.83% P: 56.07% R: 38.66% F: 45.77% |
| 2024-03-26 01:29:36 INFO test: loss: nan - UP: 50.14% UR: 36.89% UF: 42.51% P: 48.10% R: 35.39% F: 40.78% |
| 2024-03-26 01:29:36 INFO 0:00:10.037336s elapsed |
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| 2024-03-26 01:29:36 INFO Epoch 117 / 5000: |
| 2024-03-26 01:29:43 INFO lr: 4.8830e-05 - loss: 0.0021 - UP: 97.64% UR: 95.60% UF: 96.61% P: 97.64% R: 95.60% F: 96.61% |
| 2024-03-26 01:29:44 INFO dev: loss: nan - UP: 58.69% UR: 38.23% UF: 46.30% P: 57.31% R: 37.33% F: 45.21% |
| 2024-03-26 01:29:46 INFO test: loss: nan - UP: 50.69% UR: 34.92% UF: 41.36% P: 48.54% R: 33.45% F: 39.60% |
| 2024-03-26 01:29:46 INFO 0:00:10.045830s elapsed |
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| 2024-03-26 01:29:46 INFO Epoch 118 / 5000: |
| 2024-03-26 01:29:53 INFO lr: 4.8820e-05 - loss: 0.0002 - UP: 97.85% UR: 95.76% UF: 96.79% P: 97.85% R: 95.76% F: 96.79% |
| 2024-03-26 01:29:54 INFO dev: loss: nan - UP: 56.65% UR: 39.81% UF: 46.76% P: 55.32% R: 38.88% F: 45.66% |
| 2024-03-26 01:29:56 INFO test: loss: nan - UP: 49.33% UR: 36.47% UF: 41.93% P: 47.30% R: 34.97% F: 40.21% |
| 2024-03-26 01:29:56 INFO 0:00:10.060178s elapsed |
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| 2024-03-26 01:29:56 INFO Epoch 119 / 5000: |
| 2024-03-26 01:30:03 INFO lr: 4.8810e-05 - loss: 0.0000 - UP: 97.73% UR: 95.93% UF: 96.82% P: 97.73% R: 95.93% F: 96.82% |
| 2024-03-26 01:30:04 INFO dev: loss: nan - UP: 56.10% UR: 39.31% UF: 46.23% P: 54.77% R: 38.38% F: 45.13% |
| 2024-03-26 01:30:06 INFO test: loss: nan - UP: 49.22% UR: 35.88% UF: 41.50% P: 47.28% R: 34.46% F: 39.86% |
| 2024-03-26 01:30:06 INFO 0:00:10.073423s elapsed |
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| 2024-03-26 01:30:06 INFO Epoch 120 / 5000: |
| 2024-03-26 01:30:14 INFO lr: 4.8800e-05 - loss: 0.0007 - UP: 97.65% UR: 96.75% UF: 97.20% P: 97.65% R: 96.75% F: 97.20% |
| 2024-03-26 01:30:15 INFO dev: loss: nan - UP: 57.93% UR: 39.63% UF: 47.07% P: 56.57% R: 38.70% F: 45.96% |
| 2024-03-26 01:30:16 INFO test: loss: nan - UP: 49.65% UR: 35.92% UF: 41.68% P: 47.66% R: 34.48% F: 40.01% |
| 2024-03-26 01:30:16 INFO 0:00:10.088845s elapsed |
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| 2024-03-26 01:30:16 INFO Epoch 121 / 5000: |
| 2024-03-26 01:30:24 INFO lr: 4.8790e-05 - loss: 0.0002 - UP: 97.77% UR: 96.05% UF: 96.90% P: 97.77% R: 96.05% F: 96.90% |
| 2024-03-26 01:30:25 INFO dev: loss: nan - UP: 58.95% UR: 38.23% UF: 46.38% P: 57.62% R: 37.37% F: 45.34% |
| 2024-03-26 01:30:26 INFO test: loss: nan - UP: 51.33% UR: 34.23% UF: 41.07% P: 49.18% R: 32.79% F: 39.35% |
| 2024-03-26 01:30:26 INFO 0:00:10.101201s elapsed |
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| 2024-03-26 01:30:26 INFO Epoch 122 / 5000: |
| 2024-03-26 01:30:34 INFO lr: 4.8780e-05 - loss: 0.0002 - UP: 97.96% UR: 95.68% UF: 96.81% P: 97.96% R: 95.68% F: 96.81% |
| 2024-03-26 01:30:35 INFO dev: loss: nan - UP: 58.39% UR: 37.87% UF: 45.95% P: 56.95% R: 36.94% F: 44.81% |
| 2024-03-26 01:30:36 INFO test: loss: nan - UP: 50.21% UR: 34.88% UF: 41.17% P: 48.24% R: 33.51% F: 39.55% |
| 2024-03-26 01:30:36 INFO 0:00:10.117620s elapsed |
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| 2024-03-26 01:30:36 INFO Epoch 123 / 5000: |
| 2024-03-26 01:30:44 INFO lr: 4.8770e-05 - loss: 0.0003 - UP: 97.94% UR: 96.25% UF: 97.09% P: 97.93% R: 96.23% F: 97.07% |
| 2024-03-26 01:30:45 INFO dev: loss: nan - UP: 59.67% UR: 36.15% UF: 45.02% P: 58.36% R: 35.36% F: 44.04% |
| 2024-03-26 01:30:46 INFO test: loss: nan - UP: 52.59% UR: 32.66% UF: 40.30% P: 50.44% R: 31.33% F: 38.66% |
| 2024-03-26 01:30:46 INFO 0:00:10.114380s elapsed |
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| 2024-03-26 01:30:46 INFO Epoch 124 / 5000: |
| 2024-03-26 01:30:54 INFO lr: 4.8760e-05 - loss: 0.0007 - UP: 97.82% UR: 96.16% UF: 96.98% P: 97.82% R: 96.16% F: 96.98% |
| 2024-03-26 01:30:55 INFO dev: loss: nan - UP: 58.43% UR: 38.74% UF: 46.59% P: 57.13% R: 37.87% F: 45.55% |
| 2024-03-26 01:30:57 INFO test: loss: nan - UP: 51.10% UR: 36.19% UF: 42.37% P: 48.99% R: 34.69% F: 40.62% |
| 2024-03-26 01:30:57 INFO 0:00:10.235015s elapsed |
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| 2024-03-26 01:30:57 INFO Epoch 125 / 5000: |
| 2024-03-26 01:31:04 INFO lr: 4.8750e-05 - loss: 0.0007 - UP: 97.76% UR: 96.99% UF: 97.37% P: 97.76% R: 96.99% F: 97.37% |
| 2024-03-26 01:31:05 INFO dev: loss: nan - UP: 59.74% UR: 38.56% UF: 46.87% P: 58.41% R: 37.69% F: 45.82% |
| 2024-03-26 01:31:07 INFO test: loss: nan - UP: 52.10% UR: 35.31% UF: 42.09% P: 49.95% R: 33.85% F: 40.35% |
| 2024-03-26 01:31:07 INFO 0:00:10.121562s elapsed |
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| 2024-03-26 01:31:07 INFO Epoch 126 / 5000: |
| 2024-03-26 01:31:14 INFO lr: 4.8740e-05 - loss: 0.0000 - UP: 98.22% UR: 96.32% UF: 97.26% P: 98.22% R: 96.32% F: 97.26% |
| 2024-03-26 01:31:15 INFO dev: loss: nan - UP: 58.30% UR: 39.38% UF: 47.01% P: 56.86% R: 38.41% F: 45.85% |
| 2024-03-26 01:31:17 INFO test: loss: nan - UP: 49.87% UR: 35.52% UF: 41.49% P: 47.52% R: 33.85% F: 39.54% |
| 2024-03-26 01:31:17 INFO 0:00:10.158635s elapsed |
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| 2024-03-26 01:31:17 INFO Epoch 127 / 5000: |
| 2024-03-26 01:31:25 INFO lr: 4.8730e-05 - loss: 0.0001 - UP: 98.36% UR: 96.87% UF: 97.61% P: 98.36% R: 96.87% F: 97.61% |
| 2024-03-26 01:31:26 INFO dev: loss: nan - UP: 59.62% UR: 38.41% UF: 46.72% P: 58.34% R: 37.59% F: 45.72% |
| 2024-03-26 01:31:27 INFO test: loss: nan - UP: 51.88% UR: 35.60% UF: 42.23% P: 49.60% R: 34.04% F: 40.37% |
| 2024-03-26 01:31:27 INFO 0:00:10.196458s elapsed |
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| 2024-03-26 01:31:27 INFO Epoch 128 / 5000: |
| 2024-03-26 01:31:35 INFO lr: 4.8720e-05 - loss: 0.0007 - UP: 98.44% UR: 96.90% UF: 97.66% P: 98.44% R: 96.90% F: 97.66% |
| 2024-03-26 01:31:36 INFO dev: loss: nan - UP: 59.14% UR: 39.42% UF: 47.30% P: 57.74% R: 38.48% F: 46.18% |
| 2024-03-26 01:31:37 INFO test: loss: nan - UP: 50.99% UR: 36.38% UF: 42.47% P: 48.80% R: 34.82% F: 40.64% |
| 2024-03-26 01:31:37 INFO 0:00:10.206075s elapsed |
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| 2024-03-26 01:31:42 INFO Epoch 98 saved |
| 2024-03-26 01:31:42 INFO dev: UP: 59.36% UR: 39.78% UF: 47.63% P: 57.86% R: 38.77% F: 46.43% |
| 2024-03-26 01:31:42 INFO test: UP: 47.92% UR: 33.13% UF: 39.18% P: 45.78% R: 31.65% F: 37.43% |
| 2024-03-26 01:31:42 INFO 0:21:18.731123s elapsed, 0:00:09.990087s/epoch |
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