| 2024-03-25 23:57:28 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/40/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/40/train.conllu |
| dev | /home/marvin/structured-sentiment-analysis-bis/sentiment_graphs/mpqa/head_final/sdp_random/40/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 |
| ---------------------+------------------------------- |
|
|
| 2024-03-25 23:57:28 INFO Building the fields |
| 2024-03-25 23:57:29 INFO CoNLL( |
| (words): SubwordField(pad=<pad>, unk=<unk>, bos=<s>) |
| (labels): ChartField() |
| ) |
| 2024-03-25 23:57:29 INFO Building the model |
| 2024-03-25 23:57:31 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) |
| ) |
|
|
| 2024-03-25 23:57:31 INFO Loading the data |
| 2024-03-25 23:57:36 INFO |
| train: Dataset(n_sentences=2348, n_batches=32, n_buckets=32) |
| dev: Dataset(n_sentences=824, n_batches=32, n_buckets=32) |
| test: Dataset(n_sentences=2112, n_batches=32, n_buckets=32) |
|
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| 2024-03-25 23:57:36 INFO Epoch 1 / 5000: |
| 2024-03-25 23:57:42 INFO lr: 4.9990e-05 - loss: nan - UP: 0.35% UR: 1.66% UF: 0.57% P: 0.00% R: 0.02% F: 0.01% |
| 2024-03-25 23:57:42 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00% |
| 2024-03-25 23:57:44 INFO test: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00% |
| 2024-03-25 23:57:44 INFO 0:00:07.875930s elapsed |
|
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| 2024-03-25 23:57:44 INFO Epoch 2 / 5000: |
| 2024-03-25 23:57:49 INFO lr: 4.9980e-05 - loss: nan - UP: 1.69% UR: 0.13% UF: 0.24% P: 1.05% R: 0.08% F: 0.15% |
| 2024-03-25 23:57:50 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00% |
| 2024-03-25 23:57:51 INFO test: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00% |
| 2024-03-25 23:57:51 INFO 0:00:07.276904s elapsed |
|
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| 2024-03-25 23:57:51 INFO Epoch 3 / 5000: |
| 2024-03-25 23:57:56 INFO lr: 4.9970e-05 - loss: 0.0628 - UP: 23.08% UR: 0.05% UF: 0.10% P: 23.08% R: 0.05% F: 0.10% |
| 2024-03-25 23:57:57 INFO dev: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00% |
| 2024-03-25 23:57:58 INFO test: loss: nan - UP: 0.00% UR: 0.00% UF: 0.00% P: 0.00% R: 0.00% F: 0.00% |
| 2024-03-25 23:57:58 INFO 0:00:07.300550s elapsed |
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| 2024-03-25 23:57:58 INFO Epoch 4 / 5000: |
| 2024-03-25 23:58:04 INFO lr: 4.9960e-05 - loss: 0.0233 - UP: 16.67% UR: 0.38% UF: 0.73% P: 16.67% R: 0.38% F: 0.73% |
| 2024-03-25 23:58:04 INFO dev: loss: nan - UP: 40.00% UR: 0.10% UF: 0.20% P: 40.00% R: 0.10% F: 0.20% |
| 2024-03-25 23:58:06 INFO test: loss: nan - UP: 35.29% UR: 0.51% UF: 1.00% P: 32.35% R: 0.46% F: 0.92% |
| 2024-03-25 23:58:08 INFO 0:00:07.383647s elapsed (saved) |
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| 2024-03-25 23:58:08 INFO Epoch 5 / 5000: |
| 2024-03-25 23:58:13 INFO lr: 4.9950e-05 - loss: 0.0418 - UP: 18.37% UR: 0.85% UF: 1.62% P: 16.96% R: 0.78% F: 1.50% |
| 2024-03-25 23:58:14 INFO dev: loss: nan - UP: 100.00% UR: 0.05% UF: 0.10% P: 100.00% R: 0.05% F: 0.10% |
| 2024-03-25 23:58:15 INFO test: loss: nan - UP: 40.00% UR: 0.04% UF: 0.08% P: 40.00% R: 0.04% F: 0.08% |
| 2024-03-25 23:58:15 INFO 0:00:07.385791s elapsed |
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| 2024-03-25 23:58:15 INFO Epoch 6 / 5000: |
| 2024-03-25 23:58:20 INFO lr: 4.9940e-05 - loss: 0.0224 - UP: 41.30% UR: 1.97% UF: 3.77% P: 39.93% R: 1.91% F: 3.64% |
| 2024-03-25 23:58:21 INFO dev: loss: nan - UP: 94.12% UR: 0.81% UF: 1.61% P: 94.12% R: 0.81% F: 1.61% |
| 2024-03-25 23:58:22 INFO test: loss: nan - UP: 54.17% UR: 0.55% UF: 1.09% P: 54.17% R: 0.55% F: 1.09% |
| 2024-03-25 23:58:25 INFO 0:00:07.406154s elapsed (saved) |
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| 2024-03-25 23:58:25 INFO Epoch 7 / 5000: |
| 2024-03-25 23:58:31 INFO lr: 4.9930e-05 - loss: 0.0154 - UP: 46.49% UR: 2.60% UF: 4.92% P: 45.61% R: 2.55% F: 4.82% |
| 2024-03-25 23:58:31 INFO dev: loss: nan - UP: 58.59% UR: 2.94% UF: 5.61% P: 57.58% R: 2.89% F: 5.51% |
| 2024-03-25 23:58:33 INFO test: loss: nan - UP: 38.87% UR: 2.62% UF: 4.91% P: 36.05% R: 2.43% F: 4.55% |
| 2024-03-25 23:58:36 INFO 0:00:07.430632s elapsed (saved) |
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| 2024-03-25 23:58:36 INFO Epoch 8 / 5000: |
| 2024-03-25 23:58:41 INFO lr: 4.9920e-05 - loss: 0.0206 - UP: 54.92% UR: 6.74% UF: 12.01% P: 53.99% R: 6.63% F: 11.80% |
| 2024-03-25 23:58:42 INFO dev: loss: nan - UP: 76.92% UR: 1.52% UF: 2.99% P: 74.36% R: 1.47% F: 2.89% |
| 2024-03-25 23:58:43 INFO test: loss: nan - UP: 64.76% UR: 1.44% UF: 2.81% P: 60.00% R: 1.33% F: 2.60% |
| 2024-03-25 23:58:43 INFO 0:00:07.410315s elapsed |
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| 2024-03-25 23:58:43 INFO Epoch 9 / 5000: |
| 2024-03-25 23:58:48 INFO lr: 4.9910e-05 - loss: 0.0163 - UP: 48.87% UR: 7.07% UF: 12.35% P: 48.42% R: 7.00% F: 12.23% |
| 2024-03-25 23:58:49 INFO dev: loss: nan - UP: 32.99% UR: 11.22% UF: 16.74% P: 32.54% R: 11.07% F: 16.52% |
| 2024-03-25 23:58:51 INFO test: loss: nan - UP: 28.49% UR: 9.19% UF: 13.90% P: 27.37% R: 8.83% F: 13.35% |
| 2024-03-25 23:58:54 INFO 0:00:07.444340s elapsed (saved) |
|
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| 2024-03-25 23:58:54 INFO Epoch 10 / 5000: |
| 2024-03-25 23:58:59 INFO lr: 4.9900e-05 - loss: nan - UP: 55.08% UR: 9.38% UF: 16.04% P: 54.41% R: 9.27% F: 15.84% |
| 2024-03-25 23:59:00 INFO dev: loss: nan - UP: 57.50% UR: 1.17% UF: 2.29% P: 55.00% R: 1.12% F: 2.19% |
| 2024-03-25 23:59:01 INFO test: loss: nan - UP: 67.42% UR: 1.27% UF: 2.49% P: 61.80% R: 1.16% F: 2.28% |
| 2024-03-25 23:59:01 INFO 0:00:07.472753s elapsed |
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| 2024-03-25 23:59:01 INFO Epoch 11 / 5000: |
| 2024-03-25 23:59:06 INFO lr: 4.9890e-05 - loss: 0.0191 - UP: 59.11% UR: 11.33% UF: 19.01% P: 58.94% R: 11.29% F: 18.96% |
| 2024-03-25 23:59:07 INFO dev: loss: nan - UP: 45.36% UR: 11.68% UF: 18.57% P: 44.18% R: 11.37% F: 18.09% |
| 2024-03-25 23:59:09 INFO test: loss: nan - UP: 40.21% UR: 10.63% UF: 16.81% P: 38.37% R: 10.14% F: 16.04% |
| 2024-03-25 23:59:12 INFO 0:00:07.479963s elapsed (saved) |
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| 2024-03-25 23:59:12 INFO Epoch 12 / 5000: |
| 2024-03-25 23:59:17 INFO lr: 4.9880e-05 - loss: 0.0095 - UP: 60.89% UR: 19.39% UF: 29.41% P: 60.84% R: 19.37% F: 29.39% |
| 2024-03-25 23:59:18 INFO dev: loss: nan - UP: 50.33% UR: 11.62% UF: 18.89% P: 49.01% R: 11.32% F: 18.39% |
| 2024-03-25 23:59:19 INFO test: loss: nan - UP: 45.22% UR: 9.99% UF: 16.37% P: 42.07% R: 9.30% F: 15.23% |
| 2024-03-25 23:59:22 INFO 0:00:07.509251s elapsed (saved) |
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| 2024-03-25 23:59:22 INFO Epoch 13 / 5000: |
| 2024-03-25 23:59:27 INFO lr: 4.9870e-05 - loss: 0.0122 - UP: 63.42% UR: 23.40% UF: 34.19% P: 63.33% R: 23.37% F: 34.14% |
| 2024-03-25 23:59:28 INFO dev: loss: nan - UP: 63.49% UR: 8.12% UF: 14.40% P: 62.30% R: 7.97% F: 14.13% |
| 2024-03-25 23:59:29 INFO test: loss: nan - UP: 51.87% UR: 8.51% UF: 14.63% P: 49.42% R: 8.11% F: 13.94% |
| 2024-03-25 23:59:29 INFO 0:00:07.454448s elapsed |
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| 2024-03-25 23:59:29 INFO Epoch 14 / 5000: |
| 2024-03-25 23:59:35 INFO lr: 4.9860e-05 - loss: 0.0003 - UP: 67.59% UR: 27.06% UF: 38.65% P: 67.59% R: 27.06% F: 38.65% |
| 2024-03-25 23:59:35 INFO dev: loss: nan - UP: 65.70% UR: 12.64% UF: 21.20% P: 63.85% R: 12.28% F: 20.60% |
| 2024-03-25 23:59:37 INFO test: loss: nan - UP: 52.97% UR: 12.25% UF: 19.90% P: 50.14% R: 11.60% F: 18.84% |
| 2024-03-25 23:59:40 INFO 0:00:07.506001s elapsed (saved) |
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| 2024-03-25 23:59:40 INFO Epoch 15 / 5000: |
| 2024-03-25 23:59:45 INFO lr: 4.9850e-05 - loss: 0.0063 - UP: 73.88% UR: 33.23% UF: 45.84% P: 73.88% R: 33.23% F: 45.84% |
| 2024-03-25 23:59:46 INFO dev: loss: nan - UP: 53.73% UR: 13.91% UF: 22.10% P: 51.96% R: 13.45% F: 21.37% |
| 2024-03-25 23:59:47 INFO test: loss: nan - UP: 47.23% UR: 14.75% UF: 22.48% P: 44.52% R: 13.90% F: 21.19% |
| 2024-03-25 23:59:50 INFO 0:00:07.452732s elapsed (saved) |
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| 2024-03-25 23:59:50 INFO Epoch 16 / 5000: |
| 2024-03-25 23:59:56 INFO lr: 4.9840e-05 - loss: 0.0130 - UP: 74.99% UR: 30.78% UF: 43.65% P: 74.83% R: 30.72% F: 43.55% |
| 2024-03-25 23:59:56 INFO dev: loss: nan - UP: 58.19% UR: 6.85% UF: 12.26% P: 57.33% R: 6.75% F: 12.08% |
| 2024-03-25 23:59:58 INFO test: loss: nan - UP: 53.41% UR: 7.78% UF: 13.57% P: 50.94% R: 7.42% F: 12.95% |
| 2024-03-25 23:59:58 INFO 0:00:07.441596s elapsed |
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| 2024-03-25 23:59:58 INFO Epoch 17 / 5000: |
| 2024-03-26 00:00:03 INFO lr: 4.9830e-05 - loss: 0.0192 - UP: 60.75% UR: 17.20% UF: 26.81% P: 60.35% R: 17.09% F: 26.63% |
| 2024-03-26 00:00:04 INFO dev: loss: nan - UP: 42.32% UR: 5.74% UF: 10.10% P: 41.20% R: 5.58% F: 9.83% |
| 2024-03-26 00:00:05 INFO test: loss: nan - UP: 48.02% UR: 7.42% UF: 12.85% P: 46.10% R: 7.12% F: 12.34% |
| 2024-03-26 00:00:05 INFO 0:00:07.487850s elapsed |
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| 2024-03-26 00:00:05 INFO Epoch 18 / 5000: |
| 2024-03-26 00:00:11 INFO lr: 4.9820e-05 - loss: 0.0208 - UP: 45.51% UR: 9.60% UF: 15.85% P: 45.43% R: 9.58% F: 15.82% |
| 2024-03-26 00:00:11 INFO dev: loss: nan - UP: 53.03% UR: 1.78% UF: 3.44% P: 48.48% R: 1.62% F: 3.14% |
| 2024-03-26 00:00:13 INFO test: loss: nan - UP: 46.54% UR: 2.13% UF: 4.08% P: 39.17% R: 1.80% F: 3.43% |
| 2024-03-26 00:00:13 INFO 0:00:07.583473s elapsed |
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| 2024-03-26 00:00:13 INFO Epoch 19 / 5000: |
| 2024-03-26 00:00:18 INFO lr: 4.9810e-05 - loss: 0.0132 - UP: 42.47% UR: 7.59% UF: 12.88% P: 41.46% R: 7.41% F: 12.57% |
| 2024-03-26 00:00:19 INFO dev: loss: nan - UP: 48.44% UR: 3.15% UF: 5.91% P: 42.97% R: 2.79% F: 5.24% |
| 2024-03-26 00:00:21 INFO test: loss: nan - UP: 62.87% UR: 4.08% UF: 7.66% P: 54.72% R: 3.55% F: 6.67% |
| 2024-03-26 00:00:21 INFO 0:00:07.911155s elapsed |
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| 2024-03-26 00:00:21 INFO Epoch 20 / 5000: |
| 2024-03-26 00:00:26 INFO lr: 4.9800e-05 - loss: 0.0100 - UP: 44.75% UR: 5.50% UF: 9.80% P: 44.22% R: 5.43% F: 9.68% |
| 2024-03-26 00:00:27 INFO dev: loss: nan - UP: 43.86% UR: 1.27% UF: 2.47% P: 42.11% R: 1.22% F: 2.37% |
| 2024-03-26 00:00:29 INFO test: loss: nan - UP: 50.41% UR: 2.60% UF: 4.94% P: 46.72% R: 2.41% F: 4.58% |
| 2024-03-26 00:00:29 INFO 0:00:07.972764s elapsed |
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| 2024-03-26 00:00:29 INFO Epoch 21 / 5000: |
| 2024-03-26 00:00:34 INFO lr: 4.9790e-05 - loss: 0.0178 - UP: 64.35% UR: 14.49% UF: 23.66% P: 64.13% R: 14.44% F: 23.58% |
| 2024-03-26 00:00:35 INFO dev: loss: nan - UP: 53.08% UR: 10.51% UF: 17.54% P: 50.00% R: 9.90% F: 16.53% |
| 2024-03-26 00:00:36 INFO test: loss: nan - UP: 47.11% UR: 11.73% UF: 18.78% P: 44.06% R: 10.97% F: 17.56% |
| 2024-03-26 00:00:36 INFO 0:00:07.828201s elapsed |
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| 2024-03-26 00:00:36 INFO Epoch 22 / 5000: |
| 2024-03-26 00:00:42 INFO lr: 4.9780e-05 - loss: 0.0114 - UP: 63.95% UR: 20.99% UF: 31.60% P: 63.65% R: 20.89% F: 31.46% |
| 2024-03-26 00:00:43 INFO dev: loss: nan - UP: 59.12% UR: 10.20% UF: 17.40% P: 57.65% R: 9.95% F: 16.97% |
| 2024-03-26 00:00:44 INFO test: loss: nan - UP: 52.72% UR: 11.68% UF: 19.13% P: 50.71% R: 11.24% F: 18.40% |
| 2024-03-26 00:00:44 INFO 0:00:07.789657s elapsed |
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| 2024-03-26 00:00:44 INFO Epoch 23 / 5000: |
| 2024-03-26 00:00:50 INFO lr: 4.9770e-05 - loss: nan - UP: 70.35% UR: 27.19% UF: 39.22% P: 70.19% R: 27.13% F: 39.13% |
| 2024-03-26 00:00:50 INFO dev: loss: nan - UP: 50.75% UR: 15.48% UF: 23.73% P: 49.42% R: 15.08% F: 23.10% |
| 2024-03-26 00:00:52 INFO test: loss: nan - UP: 47.07% UR: 16.97% UF: 24.94% P: 45.37% R: 16.35% F: 24.04% |
| 2024-03-26 00:00:55 INFO 0:00:07.749589s elapsed (saved) |
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| 2024-03-26 00:00:55 INFO Epoch 24 / 5000: |
| 2024-03-26 00:01:00 INFO lr: 4.9760e-05 - loss: nan - UP: 75.87% UR: 39.46% UF: 51.92% P: 75.87% R: 39.46% F: 51.92% |
| 2024-03-26 00:01:01 INFO dev: loss: nan - UP: 57.20% UR: 13.71% UF: 22.11% P: 55.93% R: 13.40% F: 21.62% |
| 2024-03-26 00:01:03 INFO test: loss: nan - UP: 51.32% UR: 15.17% UF: 23.42% P: 49.75% R: 14.71% F: 22.70% |
| 2024-03-26 00:01:03 INFO 0:00:07.505015s elapsed |
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| 2024-03-26 00:01:03 INFO Epoch 25 / 5000: |
| 2024-03-26 00:01:08 INFO lr: 4.9750e-05 - loss: 0.0023 - UP: 79.99% UR: 42.99% UF: 55.92% P: 79.96% R: 42.97% F: 55.90% |
| 2024-03-26 00:01:09 INFO dev: loss: nan - UP: 48.84% UR: 22.54% UF: 30.84% P: 47.96% R: 22.13% F: 30.29% |
| 2024-03-26 00:01:10 INFO test: loss: nan - UP: 44.68% UR: 25.46% UF: 32.44% P: 43.97% R: 25.06% F: 31.92% |
| 2024-03-26 00:01:13 INFO 0:00:07.517866s elapsed (saved) |
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| 2024-03-26 00:01:13 INFO Epoch 26 / 5000: |
| 2024-03-26 00:01:18 INFO lr: 4.9740e-05 - loss: nan - UP: 78.24% UR: 50.22% UF: 61.17% P: 78.24% R: 50.22% F: 61.17% |
| 2024-03-26 00:01:19 INFO dev: loss: nan - UP: 56.30% UR: 21.78% UF: 31.41% P: 55.38% R: 21.42% F: 30.89% |
| 2024-03-26 00:01:20 INFO test: loss: nan - UP: 48.30% UR: 21.97% UF: 30.21% P: 47.38% R: 21.55% F: 29.63% |
| 2024-03-26 00:01:23 INFO 0:00:07.426004s elapsed (saved) |
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| 2024-03-26 00:01:23 INFO Epoch 27 / 5000: |
| 2024-03-26 00:01:29 INFO lr: 4.9730e-05 - loss: 0.0020 - UP: 81.10% UR: 53.24% UF: 64.28% P: 81.08% R: 53.22% F: 64.26% |
| 2024-03-26 00:01:29 INFO dev: loss: nan - UP: 54.38% UR: 21.73% UF: 31.05% P: 53.49% R: 21.37% F: 30.54% |
| 2024-03-26 00:01:31 INFO test: loss: nan - UP: 48.31% UR: 23.85% UF: 31.94% P: 47.33% R: 23.37% F: 31.29% |
| 2024-03-26 00:01:31 INFO 0:00:07.414479s elapsed |
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| 2024-03-26 00:01:31 INFO Epoch 28 / 5000: |
| 2024-03-26 00:01:36 INFO lr: 4.9720e-05 - loss: 0.0079 - UP: 81.96% UR: 56.13% UF: 66.63% P: 81.96% R: 56.13% F: 66.63% |
| 2024-03-26 00:01:37 INFO dev: loss: nan - UP: 57.78% UR: 22.44% UF: 32.32% P: 56.73% R: 22.03% F: 31.74% |
| 2024-03-26 00:01:38 INFO test: loss: nan - UP: 51.32% UR: 24.59% UF: 33.25% P: 50.04% R: 23.98% F: 32.42% |
| 2024-03-26 00:01:41 INFO 0:00:07.468125s elapsed (saved) |
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| 2024-03-26 00:01:41 INFO Epoch 29 / 5000: |
| 2024-03-26 00:01:46 INFO lr: 4.9710e-05 - loss: 0.0035 - UP: 83.41% UR: 58.61% UF: 68.85% P: 83.39% R: 58.59% F: 68.83% |
| 2024-03-26 00:01:47 INFO dev: loss: nan - UP: 50.65% UR: 25.84% UF: 34.22% P: 49.95% R: 25.48% F: 33.75% |
| 2024-03-26 00:01:49 INFO test: loss: nan - UP: 46.52% UR: 28.50% UF: 35.35% P: 45.45% R: 27.85% F: 34.53% |
| 2024-03-26 00:01:51 INFO 0:00:07.426758s elapsed (saved) |
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| 2024-03-26 00:01:51 INFO Epoch 30 / 5000: |
| 2024-03-26 00:01:57 INFO lr: 4.9700e-05 - loss: nan - UP: 85.55% UR: 60.88% UF: 71.14% P: 85.55% R: 60.88% F: 71.14% |
| 2024-03-26 00:01:57 INFO dev: loss: nan - UP: 62.07% UR: 21.02% UF: 31.40% P: 61.02% R: 20.66% F: 30.87% |
| 2024-03-26 00:01:59 INFO test: loss: nan - UP: 51.67% UR: 22.21% UF: 31.06% P: 50.64% R: 21.76% F: 30.44% |
| 2024-03-26 00:01:59 INFO 0:00:07.470117s elapsed |
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| 2024-03-26 00:01:59 INFO Epoch 31 / 5000: |
| 2024-03-26 00:02:04 INFO lr: 4.9690e-05 - loss: 0.0091 - UP: 85.84% UR: 62.23% UF: 72.15% P: 85.82% R: 62.22% F: 72.14% |
| 2024-03-26 00:02:05 INFO dev: loss: nan - UP: 49.06% UR: 26.40% UF: 34.32% P: 47.74% R: 25.69% F: 33.40% |
| 2024-03-26 00:02:06 INFO test: loss: nan - UP: 43.69% UR: 28.40% UF: 34.42% P: 41.87% R: 27.21% F: 32.99% |
| 2024-03-26 00:02:06 INFO 0:00:07.519554s elapsed |
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| 2024-03-26 00:02:06 INFO Epoch 32 / 5000: |
| 2024-03-26 00:02:12 INFO lr: 4.9680e-05 - loss: nan - UP: 86.68% UR: 63.96% UF: 73.61% P: 86.66% R: 63.95% F: 73.59% |
| 2024-03-26 00:02:12 INFO dev: loss: nan - UP: 56.79% UR: 25.89% UF: 35.56% P: 55.90% R: 25.48% F: 35.01% |
| 2024-03-26 00:02:14 INFO test: loss: nan - UP: 49.81% UR: 27.17% UF: 35.16% P: 48.18% R: 26.28% F: 34.01% |
| 2024-03-26 00:02:17 INFO 0:00:07.572647s elapsed (saved) |
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| 2024-03-26 00:02:17 INFO Epoch 33 / 5000: |
| 2024-03-26 00:02:22 INFO lr: 4.9670e-05 - loss: 0.0027 - UP: 87.15% UR: 63.77% UF: 73.65% P: 87.15% R: 63.77% F: 73.65% |
| 2024-03-26 00:02:23 INFO dev: loss: nan - UP: 57.86% UR: 25.79% UF: 35.67% P: 56.95% R: 25.38% F: 35.11% |
| 2024-03-26 00:02:24 INFO test: loss: nan - UP: 47.47% UR: 26.37% UF: 33.90% P: 45.83% R: 25.46% F: 32.74% |
| 2024-03-26 00:02:27 INFO 0:00:07.535391s elapsed (saved) |
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| 2024-03-26 00:02:27 INFO Epoch 34 / 5000: |
| 2024-03-26 00:02:33 INFO lr: 4.9660e-05 - loss: 0.0011 - UP: 78.91% UR: 58.56% UF: 67.23% P: 78.89% R: 58.54% F: 67.21% |
| 2024-03-26 00:02:33 INFO dev: loss: nan - UP: 54.19% UR: 27.56% UF: 36.54% P: 53.39% R: 27.16% F: 36.00% |
| 2024-03-26 00:02:35 INFO test: loss: nan - UP: 45.70% UR: 28.97% UF: 35.46% P: 44.07% R: 27.93% F: 34.19% |
| 2024-03-26 00:02:38 INFO 0:00:07.525103s elapsed (saved) |
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| 2024-03-26 00:02:38 INFO Epoch 35 / 5000: |
| 2024-03-26 00:02:43 INFO lr: 4.9650e-05 - loss: nan - UP: 84.62% UR: 54.50% UF: 66.30% P: 84.54% R: 54.45% F: 66.24% |
| 2024-03-26 00:02:44 INFO dev: loss: nan - UP: 62.23% UR: 18.98% UF: 29.09% P: 60.23% R: 18.38% F: 28.16% |
| 2024-03-26 00:02:45 INFO test: loss: nan - UP: 52.83% UR: 20.54% UF: 29.58% P: 50.71% R: 19.71% F: 28.39% |
| 2024-03-26 00:02:45 INFO 0:00:07.488140s elapsed |
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| 2024-03-26 00:02:45 INFO Epoch 36 / 5000: |
| 2024-03-26 00:02:51 INFO lr: 4.9640e-05 - loss: nan - UP: 79.35% UR: 46.47% UF: 58.61% P: 79.35% R: 46.47% F: 58.61% |
| 2024-03-26 00:02:51 INFO dev: loss: nan - UP: 44.65% UR: 17.16% UF: 24.79% P: 43.46% R: 16.70% F: 24.13% |
| 2024-03-26 00:02:53 INFO test: loss: nan - UP: 41.07% UR: 20.85% UF: 27.66% P: 38.41% R: 19.50% F: 25.87% |
| 2024-03-26 00:02:53 INFO 0:00:07.506043s elapsed |
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| 2024-03-26 00:02:53 INFO Epoch 37 / 5000: |
| 2024-03-26 00:02:58 INFO lr: 4.9630e-05 - loss: 0.0024 - UP: 71.97% UR: 27.75% UF: 40.05% P: 71.68% R: 27.63% F: 39.89% |
| 2024-03-26 00:02:59 INFO dev: loss: nan - UP: 46.29% UR: 23.10% UF: 30.82% P: 44.76% R: 22.34% F: 29.80% |
| 2024-03-26 00:03:00 INFO test: loss: nan - UP: 41.36% UR: 25.27% UF: 31.37% P: 39.70% R: 24.26% F: 30.11% |
| 2024-03-26 00:03:00 INFO 0:00:07.524188s elapsed |
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| 2024-03-26 00:03:00 INFO Epoch 38 / 5000: |
| 2024-03-26 00:03:06 INFO lr: 4.9620e-05 - loss: nan - UP: 78.02% UR: 49.88% UF: 60.85% P: 77.92% R: 49.81% F: 60.77% |
| 2024-03-26 00:03:06 INFO dev: loss: nan - UP: 50.32% UR: 24.11% UF: 32.60% P: 49.58% R: 23.76% F: 32.12% |
| 2024-03-26 00:03:08 INFO test: loss: nan - UP: 45.17% UR: 26.28% UF: 33.23% P: 43.65% R: 25.40% F: 32.11% |
| 2024-03-26 00:03:08 INFO 0:00:07.662966s elapsed |
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| 2024-03-26 00:03:08 INFO Epoch 39 / 5000: |
| 2024-03-26 00:03:14 INFO lr: 4.9610e-05 - loss: 0.0037 - UP: 81.82% UR: 60.09% UF: 69.30% P: 81.73% R: 60.03% F: 69.22% |
| 2024-03-26 00:03:14 INFO dev: loss: nan - UP: 56.73% UR: 20.76% UF: 30.40% P: 55.62% R: 20.36% F: 29.80% |
| 2024-03-26 00:03:16 INFO test: loss: nan - UP: 50.86% UR: 23.77% UF: 32.40% P: 48.69% R: 22.76% F: 31.02% |
| 2024-03-26 00:03:16 INFO 0:00:07.886938s elapsed |
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| 2024-03-26 00:03:16 INFO Epoch 40 / 5000: |
| 2024-03-26 00:03:22 INFO lr: 4.9600e-05 - loss: 0.0069 - UP: 85.71% UR: 64.89% UF: 73.86% P: 85.69% R: 64.88% F: 73.84% |
| 2024-03-26 00:03:22 INFO dev: loss: nan - UP: 62.57% UR: 17.06% UF: 26.80% P: 61.08% R: 16.65% F: 26.17% |
| 2024-03-26 00:03:24 INFO test: loss: nan - UP: 51.60% UR: 19.44% UF: 28.24% P: 49.19% R: 18.53% F: 26.92% |
| 2024-03-26 00:03:24 INFO 0:00:07.960554s elapsed |
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| 2024-03-26 00:03:24 INFO Epoch 41 / 5000: |
| 2024-03-26 00:03:29 INFO lr: 4.9590e-05 - loss: nan - UP: 85.47% UR: 64.93% UF: 73.80% P: 85.47% R: 64.93% F: 73.80% |
| 2024-03-26 00:03:30 INFO dev: loss: nan - UP: 61.49% UR: 23.91% UF: 34.43% P: 59.66% R: 23.20% F: 33.41% |
| 2024-03-26 00:03:32 INFO test: loss: nan - UP: 51.59% UR: 26.41% UF: 34.94% P: 49.94% R: 25.57% F: 33.82% |
| 2024-03-26 00:03:32 INFO 0:00:07.903015s elapsed |
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| 2024-03-26 00:03:32 INFO Epoch 42 / 5000: |
| 2024-03-26 00:03:37 INFO lr: 4.9580e-05 - loss: 0.0017 - UP: 88.85% UR: 69.84% UF: 78.21% P: 88.83% R: 69.82% F: 78.19% |
| 2024-03-26 00:03:38 INFO dev: loss: nan - UP: 55.78% UR: 24.26% UF: 33.82% P: 54.26% R: 23.60% F: 32.90% |
| 2024-03-26 00:03:40 INFO test: loss: nan - UP: 47.63% UR: 26.75% UF: 34.26% P: 45.60% R: 25.61% F: 32.80% |
| 2024-03-26 00:03:40 INFO 0:00:07.871604s elapsed |
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| 2024-03-26 00:03:40 INFO Epoch 43 / 5000: |
| 2024-03-26 00:03:45 INFO lr: 4.9570e-05 - loss: nan - UP: 89.64% UR: 71.03% UF: 79.26% P: 89.64% R: 71.03% F: 79.26% |
| 2024-03-26 00:03:46 INFO dev: loss: nan - UP: 57.41% UR: 27.92% UF: 37.57% P: 56.05% R: 27.26% F: 36.68% |
| 2024-03-26 00:03:47 INFO test: loss: nan - UP: 49.25% UR: 30.00% UF: 37.29% P: 47.42% R: 28.88% F: 35.90% |
| 2024-03-26 00:03:50 INFO 0:00:07.778847s elapsed (saved) |
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| 2024-03-26 00:03:50 INFO Epoch 44 / 5000: |
| 2024-03-26 00:03:55 INFO lr: 4.9560e-05 - loss: 0.0031 - UP: 90.02% UR: 75.11% UF: 81.89% P: 90.02% R: 75.11% F: 81.89% |
| 2024-03-26 00:03:56 INFO dev: loss: nan - UP: 59.96% UR: 28.27% UF: 38.43% P: 58.56% R: 27.61% F: 37.53% |
| 2024-03-26 00:03:58 INFO test: loss: nan - UP: 51.20% UR: 29.79% UF: 37.67% P: 49.49% R: 28.80% F: 36.41% |
| 2024-03-26 00:04:01 INFO 0:00:07.554017s elapsed (saved) |
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| 2024-03-26 00:04:01 INFO Epoch 45 / 5000: |
| 2024-03-26 00:04:06 INFO lr: 4.9550e-05 - loss: 0.0024 - UP: 90.68% UR: 76.11% UF: 82.76% P: 90.68% R: 76.11% F: 82.76% |
| 2024-03-26 00:04:07 INFO dev: loss: nan - UP: 56.94% UR: 30.00% UF: 39.30% P: 55.88% R: 29.44% F: 38.56% |
| 2024-03-26 00:04:08 INFO test: loss: nan - UP: 49.69% UR: 32.69% UF: 39.43% P: 48.25% R: 31.73% F: 38.29% |
| 2024-03-26 00:04:11 INFO 0:00:07.428810s elapsed (saved) |
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| 2024-03-26 00:04:11 INFO Epoch 46 / 5000: |
| 2024-03-26 00:04:16 INFO lr: 4.9540e-05 - loss: nan - UP: 89.83% UR: 77.12% UF: 82.99% P: 89.83% R: 77.12% F: 82.99% |
| 2024-03-26 00:04:17 INFO dev: loss: nan - UP: 63.06% UR: 24.87% UF: 35.68% P: 62.03% R: 24.47% F: 35.09% |
| 2024-03-26 00:04:18 INFO test: loss: nan - UP: 53.14% UR: 27.91% UF: 36.60% P: 51.77% R: 27.19% F: 35.66% |
| 2024-03-26 00:04:18 INFO 0:00:07.386495s elapsed |
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| 2024-03-26 00:04:18 INFO Epoch 47 / 5000: |
| 2024-03-26 00:04:23 INFO lr: 4.9530e-05 - loss: 0.0007 - UP: 90.46% UR: 77.67% UF: 83.58% P: 90.46% R: 77.67% F: 83.58% |
| 2024-03-26 00:04:24 INFO dev: loss: nan - UP: 54.26% UR: 28.12% UF: 37.04% P: 53.09% R: 27.51% F: 36.24% |
| 2024-03-26 00:04:25 INFO test: loss: nan - UP: 48.73% UR: 31.71% UF: 38.42% P: 47.14% R: 30.68% F: 37.17% |
| 2024-03-26 00:04:25 INFO 0:00:07.381504s elapsed |
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| 2024-03-26 00:04:25 INFO Epoch 48 / 5000: |
| 2024-03-26 00:04:31 INFO lr: 4.9520e-05 - loss: 0.0032 - UP: 91.96% UR: 78.57% UF: 84.74% P: 91.96% R: 78.57% F: 84.74% |
| 2024-03-26 00:04:31 INFO dev: loss: nan - UP: 56.90% UR: 28.48% UF: 37.96% P: 55.48% R: 27.77% F: 37.01% |
| 2024-03-26 00:04:33 INFO test: loss: nan - UP: 49.68% UR: 31.08% UF: 38.24% P: 47.82% R: 29.92% F: 36.81% |
| 2024-03-26 00:04:33 INFO 0:00:07.431493s elapsed |
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| 2024-03-26 00:04:33 INFO Epoch 49 / 5000: |
| 2024-03-26 00:04:38 INFO lr: 4.9510e-05 - loss: 0.0039 - UP: 90.88% UR: 79.32% UF: 84.71% P: 90.86% R: 79.30% F: 84.69% |
| 2024-03-26 00:04:39 INFO dev: loss: nan - UP: 61.26% UR: 26.65% UF: 37.14% P: 59.39% R: 25.84% F: 36.01% |
| 2024-03-26 00:04:40 INFO test: loss: nan - UP: 53.48% UR: 28.90% UF: 37.53% P: 51.45% R: 27.80% F: 36.10% |
| 2024-03-26 00:04:40 INFO 0:00:07.518686s elapsed |
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| 2024-03-26 00:04:40 INFO Epoch 50 / 5000: |
| 2024-03-26 00:04:46 INFO lr: 4.9500e-05 - loss: 0.0001 - UP: 89.31% UR: 78.02% UF: 83.28% P: 89.20% R: 77.92% F: 83.18% |
| 2024-03-26 00:04:47 INFO dev: loss: nan - UP: 54.66% UR: 33.05% UF: 41.19% P: 52.90% R: 31.98% F: 39.86% |
| 2024-03-26 00:04:48 INFO test: loss: nan - UP: 47.72% UR: 33.64% UF: 39.46% P: 45.92% R: 32.37% F: 37.97% |
| 2024-03-26 00:04:51 INFO 0:00:07.713793s elapsed (saved) |
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| 2024-03-26 00:04:51 INFO Epoch 51 / 5000: |
| 2024-03-26 00:04:56 INFO lr: 4.9490e-05 - loss: 0.0002 - UP: 90.20% UR: 76.01% UF: 82.50% P: 90.14% R: 75.96% F: 82.44% |
| 2024-03-26 00:04:57 INFO dev: loss: nan - UP: 47.20% UR: 34.26% UF: 39.71% P: 46.29% R: 33.60% F: 38.94% |
| 2024-03-26 00:04:59 INFO test: loss: nan - UP: 42.25% UR: 36.72% UF: 39.29% P: 41.10% R: 35.73% F: 38.23% |
| 2024-03-26 00:04:59 INFO 0:00:07.580638s elapsed |
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| 2024-03-26 00:04:59 INFO Epoch 52 / 5000: |
| 2024-03-26 00:05:04 INFO lr: 4.9480e-05 - loss: 0.0051 - UP: 88.59% UR: 79.42% UF: 83.75% P: 88.53% R: 79.37% F: 83.70% |
| 2024-03-26 00:05:05 INFO dev: loss: nan - UP: 46.55% UR: 34.26% UF: 39.47% P: 45.66% R: 33.60% F: 38.71% |
| 2024-03-26 00:05:06 INFO test: loss: nan - UP: 39.32% UR: 36.30% UF: 37.75% P: 38.13% R: 35.20% F: 36.61% |
| 2024-03-26 00:05:06 INFO 0:00:07.561825s elapsed |
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| 2024-03-26 00:05:06 INFO Epoch 53 / 5000: |
| 2024-03-26 00:05:12 INFO lr: 4.9470e-05 - loss: 0.0063 - UP: 89.74% UR: 76.82% UF: 82.78% P: 89.19% R: 76.35% F: 82.27% |
| 2024-03-26 00:05:12 INFO dev: loss: nan - UP: 52.30% UR: 24.21% UF: 33.10% P: 50.88% R: 23.55% F: 32.20% |
| 2024-03-26 00:05:14 INFO test: loss: nan - UP: 51.03% UR: 27.32% UF: 35.59% P: 49.05% R: 26.26% F: 34.21% |
| 2024-03-26 00:05:14 INFO 0:00:07.616767s elapsed |
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| 2024-03-26 00:05:14 INFO Epoch 54 / 5000: |
| 2024-03-26 00:05:19 INFO lr: 4.9460e-05 - loss: 0.0051 - UP: 89.38% UR: 70.57% UF: 78.87% P: 88.78% R: 70.10% F: 78.34% |
| 2024-03-26 00:05:20 INFO dev: loss: nan - UP: 64.02% UR: 22.49% UF: 33.28% P: 62.57% R: 21.98% F: 32.53% |
| 2024-03-26 00:05:21 INFO test: loss: nan - UP: 52.96% UR: 25.12% UF: 34.08% P: 51.09% R: 24.23% F: 32.87% |
| 2024-03-26 00:05:21 INFO 0:00:07.569095s elapsed |
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| 2024-03-26 00:05:21 INFO Epoch 55 / 5000: |
| 2024-03-26 00:05:27 INFO lr: 4.9450e-05 - loss: 0.0043 - UP: 88.79% UR: 78.31% UF: 83.22% P: 88.75% R: 78.28% F: 83.18% |
| 2024-03-26 00:05:28 INFO dev: loss: nan - UP: 56.79% UR: 31.22% UF: 40.29% P: 55.59% R: 30.56% F: 39.44% |
| 2024-03-26 00:05:29 INFO test: loss: nan - UP: 47.50% UR: 30.87% UF: 37.42% P: 45.71% R: 29.71% F: 36.01% |
| 2024-03-26 00:05:29 INFO 0:00:07.607317s elapsed |
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| 2024-03-26 00:05:29 INFO Epoch 56 / 5000: |
| 2024-03-26 00:05:34 INFO lr: 4.9440e-05 - loss: 0.0030 - UP: 92.39% UR: 80.63% UF: 86.11% P: 92.39% R: 80.63% F: 86.11% |
| 2024-03-26 00:05:35 INFO dev: loss: nan - UP: 57.43% UR: 31.37% UF: 40.58% P: 56.04% R: 30.61% F: 39.59% |
| 2024-03-26 00:05:37 INFO test: loss: nan - UP: 48.80% UR: 32.16% UF: 38.77% P: 47.00% R: 30.97% F: 37.34% |
| 2024-03-26 00:05:37 INFO 0:00:07.588361s elapsed |
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| 2024-03-26 00:05:37 INFO Epoch 57 / 5000: |
| 2024-03-26 00:05:42 INFO lr: 4.9430e-05 - loss: 0.0001 - UP: 92.58% UR: 83.65% UF: 87.88% P: 92.58% R: 83.65% F: 87.88% |
| 2024-03-26 00:05:43 INFO dev: loss: nan - UP: 54.72% UR: 32.94% UF: 41.13% P: 53.37% R: 32.13% F: 40.11% |
| 2024-03-26 00:05:44 INFO test: loss: nan - UP: 47.20% UR: 33.64% UF: 39.28% P: 45.33% R: 32.31% F: 37.73% |
| 2024-03-26 00:05:47 INFO 0:00:07.588154s elapsed (saved) |
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| 2024-03-26 00:05:47 INFO Epoch 58 / 5000: |
| 2024-03-26 00:05:52 INFO lr: 4.9420e-05 - loss: nan - UP: 92.38% UR: 85.25% UF: 88.67% P: 92.36% R: 85.23% F: 88.65% |
| 2024-03-26 00:05:53 INFO dev: loss: nan - UP: 58.24% UR: 30.51% UF: 40.04% P: 56.69% R: 29.70% F: 38.97% |
| 2024-03-26 00:05:55 INFO test: loss: nan - UP: 51.89% UR: 32.73% UF: 40.14% P: 50.02% R: 31.54% F: 38.69% |
| 2024-03-26 00:05:55 INFO 0:00:07.475074s elapsed |
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| 2024-03-26 00:05:55 INFO Epoch 59 / 5000: |
| 2024-03-26 00:06:00 INFO lr: 4.9410e-05 - loss: nan - UP: 93.47% UR: 85.67% UF: 89.40% P: 93.47% R: 85.67% F: 89.40% |
| 2024-03-26 00:06:00 INFO dev: loss: nan - UP: 57.89% UR: 30.71% UF: 40.13% P: 56.46% R: 29.95% F: 39.14% |
| 2024-03-26 00:06:02 INFO test: loss: nan - UP: 51.15% UR: 32.35% UF: 39.63% P: 49.28% R: 31.16% F: 38.18% |
| 2024-03-26 00:06:02 INFO 0:00:07.443281s elapsed |
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| 2024-03-26 00:06:02 INFO Epoch 60 / 5000: |
| 2024-03-26 00:06:07 INFO lr: 4.9400e-05 - loss: 0.0020 - UP: 93.10% UR: 86.55% UF: 89.71% P: 93.08% R: 86.54% F: 89.69% |
| 2024-03-26 00:06:08 INFO dev: loss: nan - UP: 57.59% UR: 31.98% UF: 41.12% P: 56.03% R: 31.12% F: 40.01% |
| 2024-03-26 00:06:09 INFO test: loss: nan - UP: 50.59% UR: 33.78% UF: 40.51% P: 48.56% R: 32.43% F: 38.89% |
| 2024-03-26 00:06:09 INFO 0:00:07.456574s elapsed |
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| 2024-03-26 00:06:09 INFO Epoch 61 / 5000: |
| 2024-03-26 00:06:15 INFO lr: 4.9390e-05 - loss: 0.0015 - UP: 93.36% UR: 86.22% UF: 89.65% P: 93.36% R: 86.22% F: 89.65% |
| 2024-03-26 00:06:15 INFO dev: loss: nan - UP: 54.58% UR: 32.99% UF: 41.13% P: 53.32% R: 32.23% F: 40.18% |
| 2024-03-26 00:06:17 INFO test: loss: nan - UP: 48.80% UR: 34.29% UF: 40.28% P: 47.11% R: 33.11% F: 38.89% |
| 2024-03-26 00:06:20 INFO 0:00:07.525601s elapsed (saved) |
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| 2024-03-26 00:06:20 INFO Epoch 62 / 5000: |
| 2024-03-26 00:06:25 INFO lr: 4.9380e-05 - loss: 0.0006 - UP: 93.92% UR: 87.47% UF: 90.58% P: 93.92% R: 87.47% F: 90.58% |
| 2024-03-26 00:06:26 INFO dev: loss: nan - UP: 58.00% UR: 31.47% UF: 40.80% P: 56.69% R: 30.76% F: 39.88% |
| 2024-03-26 00:06:28 INFO test: loss: nan - UP: 51.69% UR: 32.03% UF: 39.55% P: 49.37% R: 30.59% F: 37.78% |
| 2024-03-26 00:06:28 INFO 0:00:07.472559s elapsed |
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| 2024-03-26 00:06:28 INFO Epoch 63 / 5000: |
| 2024-03-26 00:06:33 INFO lr: 4.9370e-05 - loss: 0.0009 - UP: 94.49% UR: 87.32% UF: 90.76% P: 94.49% R: 87.32% F: 90.76% |
| 2024-03-26 00:06:34 INFO dev: loss: nan - UP: 48.54% UR: 37.11% UF: 42.06% P: 47.14% R: 36.04% F: 40.85% |
| 2024-03-26 00:06:35 INFO test: loss: nan - UP: 43.12% UR: 38.45% UF: 40.65% P: 41.41% R: 36.93% F: 39.04% |
| 2024-03-26 00:06:38 INFO 0:00:07.558282s elapsed (saved) |
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| 2024-03-26 00:06:38 INFO Epoch 64 / 5000: |
| 2024-03-26 00:06:43 INFO lr: 4.9360e-05 - loss: 0.0003 - UP: 93.74% UR: 87.22% UF: 90.36% P: 93.72% R: 87.20% F: 90.34% |
| 2024-03-26 00:06:44 INFO dev: loss: nan - UP: 57.72% UR: 31.12% UF: 40.44% P: 56.31% R: 30.36% F: 39.45% |
| 2024-03-26 00:06:46 INFO test: loss: nan - UP: 51.35% UR: 32.90% UF: 40.10% P: 49.41% R: 31.65% F: 38.58% |
| 2024-03-26 00:06:46 INFO 0:00:07.496027s elapsed |
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| 2024-03-26 00:06:46 INFO Epoch 65 / 5000: |
| 2024-03-26 00:06:51 INFO lr: 4.9350e-05 - loss: nan - UP: 94.47% UR: 87.87% UF: 91.05% P: 94.46% R: 87.86% F: 91.04% |
| 2024-03-26 00:06:52 INFO dev: loss: nan - UP: 59.62% UR: 28.32% UF: 38.40% P: 58.12% R: 27.61% F: 37.44% |
| 2024-03-26 00:06:53 INFO test: loss: nan - UP: 54.23% UR: 30.47% UF: 39.02% P: 52.01% R: 29.22% F: 37.42% |
| 2024-03-26 00:06:53 INFO 0:00:07.563624s elapsed |
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| 2024-03-26 00:06:53 INFO Epoch 66 / 5000: |
| 2024-03-26 00:06:58 INFO lr: 4.9340e-05 - loss: 0.0017 - UP: 94.78% UR: 89.52% UF: 92.08% P: 94.78% R: 89.52% F: 92.08% |
| 2024-03-26 00:06:59 INFO dev: loss: nan - UP: 57.21% UR: 30.41% UF: 39.71% P: 56.16% R: 29.85% F: 38.98% |
| 2024-03-26 00:07:01 INFO test: loss: nan - UP: 51.28% UR: 31.25% UF: 38.83% P: 49.48% R: 30.15% F: 37.47% |
| 2024-03-26 00:07:01 INFO 0:00:07.620998s elapsed |
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| 2024-03-26 00:07:01 INFO Epoch 67 / 5000: |
| 2024-03-26 00:07:06 INFO lr: 4.9330e-05 - loss: 0.0001 - UP: 94.79% UR: 90.22% UF: 92.45% P: 94.79% R: 90.22% F: 92.45% |
| 2024-03-26 00:07:07 INFO dev: loss: nan - UP: 55.78% UR: 30.61% UF: 39.53% P: 54.58% R: 29.95% F: 38.68% |
| 2024-03-26 00:07:08 INFO test: loss: nan - UP: 51.41% UR: 31.29% UF: 38.90% P: 49.50% R: 30.13% F: 37.46% |
| 2024-03-26 00:07:08 INFO 0:00:07.706472s elapsed |
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| 2024-03-26 00:07:08 INFO Epoch 68 / 5000: |
| 2024-03-26 00:07:14 INFO lr: 4.9320e-05 - loss: 0.0006 - UP: 95.58% UR: 89.36% UF: 92.37% P: 95.58% R: 89.36% F: 92.37% |
| 2024-03-26 00:07:15 INFO dev: loss: nan - UP: 56.80% UR: 32.64% UF: 41.46% P: 55.57% R: 31.93% F: 40.55% |
| 2024-03-26 00:07:16 INFO test: loss: nan - UP: 50.14% UR: 33.62% UF: 40.25% P: 48.31% R: 32.39% F: 38.78% |
| 2024-03-26 00:07:16 INFO 0:00:07.942203s elapsed |
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| 2024-03-26 00:07:16 INFO Epoch 69 / 5000: |
| 2024-03-26 00:07:22 INFO lr: 4.9310e-05 - loss: 0.0008 - UP: 95.30% UR: 90.01% UF: 92.58% P: 95.30% R: 90.01% F: 92.58% |
| 2024-03-26 00:07:23 INFO dev: loss: nan - UP: 60.26% UR: 31.02% UF: 40.95% P: 59.07% R: 30.41% F: 40.15% |
| 2024-03-26 00:07:24 INFO test: loss: nan - UP: 51.56% UR: 31.46% UF: 39.08% P: 49.76% R: 30.36% F: 37.71% |
| 2024-03-26 00:07:24 INFO 0:00:07.999235s elapsed |
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| 2024-03-26 00:07:24 INFO Epoch 70 / 5000: |
| 2024-03-26 00:07:30 INFO lr: 4.9300e-05 - loss: 0.0003 - UP: 95.06% UR: 91.04% UF: 93.01% P: 95.06% R: 91.04% F: 93.01% |
| 2024-03-26 00:07:31 INFO dev: loss: nan - UP: 62.55% UR: 32.13% UF: 42.45% P: 61.46% R: 31.57% F: 41.72% |
| 2024-03-26 00:07:32 INFO test: loss: nan - UP: 53.15% UR: 31.88% UF: 39.86% P: 51.36% R: 30.80% F: 38.51% |
| 2024-03-26 00:07:35 INFO 0:00:07.821841s elapsed (saved) |
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| 2024-03-26 00:07:35 INFO Epoch 71 / 5000: |
| 2024-03-26 00:07:41 INFO lr: 4.9290e-05 - loss: 0.0001 - UP: 95.65% UR: 91.59% UF: 93.58% P: 95.65% R: 91.59% F: 93.58% |
| 2024-03-26 00:07:41 INFO dev: loss: nan - UP: 53.70% UR: 36.14% UF: 43.20% P: 52.34% R: 35.23% F: 42.11% |
| 2024-03-26 00:07:43 INFO test: loss: nan - UP: 47.33% UR: 37.02% UF: 41.54% P: 45.43% R: 35.54% F: 39.88% |
| 2024-03-26 00:07:46 INFO 0:00:07.570376s elapsed (saved) |
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| 2024-03-26 00:07:46 INFO Epoch 72 / 5000: |
| 2024-03-26 00:07:51 INFO lr: 4.9280e-05 - loss: 0.0017 - UP: 95.81% UR: 92.61% UF: 94.18% P: 95.81% R: 92.61% F: 94.18% |
| 2024-03-26 00:07:52 INFO dev: loss: nan - UP: 56.50% UR: 35.28% UF: 43.44% P: 55.45% R: 34.62% F: 42.62% |
| 2024-03-26 00:07:53 INFO test: loss: nan - UP: 49.05% UR: 35.03% UF: 40.87% P: 47.31% R: 33.78% F: 39.42% |
| 2024-03-26 00:07:56 INFO 0:00:07.413844s elapsed (saved) |
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| 2024-03-26 00:07:56 INFO Epoch 73 / 5000: |
| 2024-03-26 00:08:01 INFO lr: 4.9270e-05 - loss: 0.0015 - UP: 95.91% UR: 92.52% UF: 94.19% P: 95.91% R: 92.52% F: 94.19% |
| 2024-03-26 00:08:02 INFO dev: loss: nan - UP: 60.22% UR: 32.74% UF: 42.42% P: 59.01% R: 32.08% F: 41.57% |
| 2024-03-26 00:08:03 INFO test: loss: nan - UP: 52.78% UR: 33.51% UF: 40.99% P: 50.88% R: 32.31% F: 39.52% |
| 2024-03-26 00:08:03 INFO 0:00:07.381584s elapsed |
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| 2024-03-26 00:08:03 INFO Epoch 74 / 5000: |
| 2024-03-26 00:08:09 INFO lr: 4.9260e-05 - loss: 0.0017 - UP: 96.36% UR: 92.02% UF: 94.14% P: 96.36% R: 92.02% F: 94.14% |
| 2024-03-26 00:08:09 INFO dev: loss: nan - UP: 58.50% UR: 32.84% UF: 42.07% P: 57.14% R: 32.08% F: 41.09% |
| 2024-03-26 00:08:11 INFO test: loss: nan - UP: 50.68% UR: 34.48% UF: 41.04% P: 48.39% R: 32.92% F: 39.18% |
| 2024-03-26 00:08:11 INFO 0:00:07.390180s elapsed |
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| 2024-03-26 00:08:11 INFO Epoch 75 / 5000: |
| 2024-03-26 00:08:16 INFO lr: 4.9250e-05 - loss: 0.0008 - UP: 95.84% UR: 92.93% UF: 94.37% P: 95.84% R: 92.93% F: 94.37% |
| 2024-03-26 00:08:17 INFO dev: loss: nan - UP: 61.76% UR: 31.32% UF: 41.56% P: 60.76% R: 30.81% F: 40.89% |
| 2024-03-26 00:08:18 INFO test: loss: nan - UP: 51.95% UR: 32.14% UF: 39.71% P: 50.17% R: 31.04% F: 38.35% |
| 2024-03-26 00:08:18 INFO 0:00:07.439526s elapsed |
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| 2024-03-26 00:08:18 INFO Epoch 76 / 5000: |
| 2024-03-26 00:08:24 INFO lr: 4.9240e-05 - loss: 0.0003 - UP: 95.55% UR: 92.87% UF: 94.19% P: 95.55% R: 92.87% F: 94.19% |
| 2024-03-26 00:08:24 INFO dev: loss: nan - UP: 62.23% UR: 30.86% UF: 41.26% P: 60.80% R: 30.15% F: 40.31% |
| 2024-03-26 00:08:26 INFO test: loss: nan - UP: 53.41% UR: 31.92% UF: 39.96% P: 51.40% R: 30.72% F: 38.46% |
| 2024-03-26 00:08:26 INFO 0:00:07.560119s elapsed |
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| 2024-03-26 00:08:26 INFO Epoch 77 / 5000: |
| 2024-03-26 00:08:31 INFO lr: 4.9230e-05 - loss: nan - UP: 96.29% UR: 90.19% UF: 93.14% P: 96.27% R: 90.17% F: 93.12% |
| 2024-03-26 00:08:32 INFO dev: loss: nan - UP: 55.30% UR: 34.16% UF: 42.23% P: 54.40% R: 33.60% F: 41.54% |
| 2024-03-26 00:08:34 INFO test: loss: nan - UP: 48.63% UR: 34.86% UF: 40.61% P: 46.98% R: 33.68% F: 39.23% |
| 2024-03-26 00:08:34 INFO 0:00:07.877924s elapsed |
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| 2024-03-26 00:08:34 INFO Epoch 78 / 5000: |
| 2024-03-26 00:08:40 INFO lr: 4.9220e-05 - loss: 0.0003 - UP: 94.95% UR: 92.64% UF: 93.78% P: 94.91% R: 92.61% F: 93.75% |
| 2024-03-26 00:08:40 INFO dev: loss: nan - UP: 58.08% UR: 33.55% UF: 42.54% P: 56.15% R: 32.44% F: 41.12% |
| 2024-03-26 00:08:42 INFO test: loss: nan - UP: 50.44% UR: 33.93% UF: 40.57% P: 48.21% R: 32.43% F: 38.78% |
| 2024-03-26 00:08:42 INFO 0:00:08.357531s elapsed |
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| 2024-03-26 00:08:42 INFO Epoch 79 / 5000: |
| 2024-03-26 00:08:47 INFO lr: 4.9210e-05 - loss: nan - UP: 95.59% UR: 91.66% UF: 93.58% P: 95.59% R: 91.66% F: 93.58% |
| 2024-03-26 00:08:48 INFO dev: loss: nan - UP: 65.22% UR: 29.80% UF: 40.91% P: 64.11% R: 29.29% F: 40.21% |
| 2024-03-26 00:08:50 INFO test: loss: nan - UP: 55.20% UR: 30.07% UF: 38.93% P: 53.34% R: 29.05% F: 37.61% |
| 2024-03-26 00:08:50 INFO 0:00:07.674295s elapsed |
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| 2024-03-26 00:08:50 INFO Epoch 80 / 5000: |
| 2024-03-26 00:08:55 INFO lr: 4.9200e-05 - loss: 0.0014 - UP: 96.51% UR: 90.31% UF: 93.31% P: 96.49% R: 90.29% F: 93.29% |
| 2024-03-26 00:08:56 INFO dev: loss: nan - UP: 58.56% UR: 33.86% UF: 42.91% P: 57.16% R: 33.05% F: 41.88% |
| 2024-03-26 00:08:57 INFO test: loss: nan - UP: 49.45% UR: 32.41% UF: 39.16% P: 47.87% R: 31.38% F: 37.91% |
| 2024-03-26 00:08:57 INFO 0:00:07.675101s elapsed |
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| 2024-03-26 00:08:57 INFO Epoch 81 / 5000: |
| 2024-03-26 00:09:03 INFO lr: 4.9190e-05 - loss: nan - UP: 96.39% UR: 92.48% UF: 94.39% P: 96.38% R: 92.46% F: 94.38% |
| 2024-03-26 00:09:04 INFO dev: loss: nan - UP: 59.51% UR: 34.62% UF: 43.77% P: 58.12% R: 33.81% F: 42.75% |
| 2024-03-26 00:09:05 INFO test: loss: nan - UP: 50.97% UR: 32.73% UF: 39.86% P: 49.13% R: 31.54% F: 38.42% |
| 2024-03-26 00:09:08 INFO 0:00:07.699532s elapsed (saved) |
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| 2024-03-26 00:09:08 INFO Epoch 82 / 5000: |
| 2024-03-26 00:09:13 INFO lr: 4.9180e-05 - loss: 0.0001 - UP: 96.44% UR: 93.37% UF: 94.88% P: 96.43% R: 93.36% F: 94.87% |
| 2024-03-26 00:09:14 INFO dev: loss: nan - UP: 57.94% UR: 33.71% UF: 42.62% P: 56.54% R: 32.89% F: 41.59% |
| 2024-03-26 00:09:16 INFO test: loss: nan - UP: 52.27% UR: 32.79% UF: 40.30% P: 50.49% R: 31.67% F: 38.92% |
| 2024-03-26 00:09:16 INFO 0:00:07.487160s elapsed |
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| 2024-03-26 00:09:16 INFO Epoch 83 / 5000: |
| 2024-03-26 00:09:21 INFO lr: 4.9170e-05 - loss: 0.0005 - UP: 96.84% UR: 93.06% UF: 94.91% P: 96.82% R: 93.05% F: 94.90% |
| 2024-03-26 00:09:22 INFO dev: loss: nan - UP: 54.55% UR: 37.41% UF: 44.38% P: 53.07% R: 36.40% F: 43.18% |
| 2024-03-26 00:09:23 INFO test: loss: nan - UP: 48.57% UR: 36.23% UF: 41.51% P: 46.81% R: 34.92% F: 40.00% |
| 2024-03-26 00:09:26 INFO 0:00:07.442116s elapsed (saved) |
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| 2024-03-26 00:09:26 INFO Epoch 84 / 5000: |
| 2024-03-26 00:09:31 INFO lr: 4.9160e-05 - loss: 0.0004 - UP: 96.09% UR: 93.81% UF: 94.94% P: 96.09% R: 93.81% F: 94.94% |
| 2024-03-26 00:09:32 INFO dev: loss: nan - UP: 53.96% UR: 38.38% UF: 44.85% P: 52.53% R: 37.36% F: 43.67% |
| 2024-03-26 00:09:33 INFO test: loss: nan - UP: 47.47% UR: 37.33% UF: 41.80% P: 45.70% R: 35.94% F: 40.24% |
| 2024-03-26 00:09:36 INFO 0:00:07.489367s elapsed (saved) |
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| 2024-03-26 00:09:36 INFO Epoch 85 / 5000: |
| 2024-03-26 00:09:41 INFO lr: 4.9150e-05 - loss: 0.0009 - UP: 96.30% UR: 94.35% UF: 95.32% P: 96.30% R: 94.35% F: 95.32% |
| 2024-03-26 00:09:42 INFO dev: loss: nan - UP: 59.75% UR: 33.91% UF: 43.26% P: 58.32% R: 33.10% F: 42.23% |
| 2024-03-26 00:09:44 INFO test: loss: nan - UP: 54.60% UR: 32.73% UF: 40.92% P: 52.73% R: 31.61% F: 39.52% |
| 2024-03-26 00:09:44 INFO 0:00:07.428201s elapsed |
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| 2024-03-26 00:09:44 INFO Epoch 86 / 5000: |
| 2024-03-26 00:09:49 INFO lr: 4.9140e-05 - loss: 0.0010 - UP: 97.42% UR: 93.77% UF: 95.56% P: 97.42% R: 93.77% F: 95.56% |
| 2024-03-26 00:09:50 INFO dev: loss: nan - UP: 55.74% UR: 36.24% UF: 43.92% P: 54.64% R: 35.53% F: 43.06% |
| 2024-03-26 00:09:51 INFO test: loss: nan - UP: 48.51% UR: 35.41% UF: 40.94% P: 46.98% R: 34.29% F: 39.64% |
| 2024-03-26 00:09:51 INFO 0:00:07.468897s elapsed |
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| 2024-03-26 00:09:51 INFO Epoch 87 / 5000: |
| 2024-03-26 00:09:56 INFO lr: 4.9130e-05 - loss: nan - UP: 96.75% UR: 95.27% UF: 96.00% P: 96.75% R: 95.27% F: 96.00% |
| 2024-03-26 00:09:57 INFO dev: loss: nan - UP: 57.82% UR: 36.04% UF: 44.40% P: 56.60% R: 35.28% F: 43.46% |
| 2024-03-26 00:09:59 INFO test: loss: nan - UP: 51.00% UR: 35.03% UF: 41.53% P: 49.00% R: 33.66% F: 39.90% |
| 2024-03-26 00:09:59 INFO 0:00:07.538016s elapsed |
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| 2024-03-26 00:09:59 INFO Epoch 88 / 5000: |
| 2024-03-26 00:10:04 INFO lr: 4.9120e-05 - loss: 0.0001 - UP: 96.88% UR: 94.65% UF: 95.75% P: 96.88% R: 94.65% F: 95.75% |
| 2024-03-26 00:10:05 INFO dev: loss: nan - UP: 58.83% UR: 35.33% UF: 44.15% P: 57.31% R: 34.42% F: 43.01% |
| 2024-03-26 00:10:06 INFO test: loss: nan - UP: 51.61% UR: 32.85% UF: 40.15% P: 49.52% R: 31.52% F: 38.52% |
| 2024-03-26 00:10:06 INFO 0:00:07.614273s elapsed |
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| 2024-03-26 00:10:06 INFO Epoch 89 / 5000: |
| 2024-03-26 00:10:12 INFO lr: 4.9110e-05 - loss: 0.0023 - UP: 97.49% UR: 95.12% UF: 96.29% P: 97.49% R: 95.12% F: 96.29% |
| 2024-03-26 00:10:12 INFO dev: loss: nan - UP: 52.56% UR: 40.05% UF: 45.46% P: 50.97% R: 38.83% F: 44.08% |
| 2024-03-26 00:10:14 INFO test: loss: nan - UP: 45.43% UR: 38.77% UF: 41.84% P: 43.50% R: 37.12% F: 40.06% |
| 2024-03-26 00:10:17 INFO 0:00:07.893850s elapsed (saved) |
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| 2024-03-26 00:10:17 INFO Epoch 90 / 5000: |
| 2024-03-26 00:10:22 INFO lr: 4.9100e-05 - loss: nan - UP: 95.86% UR: 93.39% UF: 94.61% P: 95.86% R: 93.39% F: 94.61% |
| 2024-03-26 00:10:23 INFO dev: loss: nan - UP: 60.68% UR: 34.47% UF: 43.96% P: 59.25% R: 33.65% F: 42.93% |
| 2024-03-26 00:10:24 INFO test: loss: nan - UP: 51.91% UR: 32.14% UF: 39.70% P: 50.24% R: 31.10% F: 38.42% |
| 2024-03-26 00:10:24 INFO 0:00:07.609106s elapsed |
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| 2024-03-26 00:10:24 INFO Epoch 91 / 5000: |
| 2024-03-26 00:10:30 INFO lr: 4.9090e-05 - loss: 0.0000 - UP: 97.16% UR: 93.80% UF: 95.45% P: 97.16% R: 93.80% F: 95.45% |
| 2024-03-26 00:10:31 INFO dev: loss: nan - UP: 59.17% UR: 35.53% UF: 44.40% P: 56.89% R: 34.16% F: 42.69% |
| 2024-03-26 00:10:32 INFO test: loss: nan - UP: 49.16% UR: 33.93% UF: 40.15% P: 46.80% R: 32.31% F: 38.22% |
| 2024-03-26 00:10:32 INFO 0:00:07.613394s elapsed |
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| 2024-03-26 00:10:32 INFO Epoch 92 / 5000: |
| 2024-03-26 00:10:37 INFO lr: 4.9080e-05 - loss: 0.0009 - UP: 97.66% UR: 94.71% UF: 96.16% P: 97.66% R: 94.71% F: 96.16% |
| 2024-03-26 00:10:38 INFO dev: loss: nan - UP: 52.19% UR: 41.68% UF: 46.34% P: 50.67% R: 40.46% F: 44.99% |
| 2024-03-26 00:10:40 INFO test: loss: nan - UP: 45.06% UR: 38.09% UF: 41.29% P: 43.36% R: 36.66% F: 39.73% |
| 2024-03-26 00:10:43 INFO 0:00:07.625888s elapsed (saved) |
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| 2024-03-26 00:10:43 INFO Epoch 93 / 5000: |
| 2024-03-26 00:10:48 INFO lr: 4.9070e-05 - loss: 0.0015 - UP: 97.28% UR: 95.61% UF: 96.44% P: 97.28% R: 95.61% F: 96.44% |
| 2024-03-26 00:10:49 INFO dev: loss: nan - UP: 60.49% UR: 35.28% UF: 44.57% P: 59.18% R: 34.52% F: 43.60% |
| 2024-03-26 00:10:50 INFO test: loss: nan - UP: 49.98% UR: 33.30% UF: 39.97% P: 48.27% R: 32.16% F: 38.60% |
| 2024-03-26 00:10:50 INFO 0:00:07.500108s elapsed |
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| 2024-03-26 00:10:50 INFO Epoch 94 / 5000: |
| 2024-03-26 00:10:55 INFO lr: 4.9060e-05 - loss: 0.0001 - UP: 97.52% UR: 94.86% UF: 96.17% P: 97.52% R: 94.86% F: 96.17% |
| 2024-03-26 00:10:56 INFO dev: loss: nan - UP: 62.87% UR: 24.92% UF: 35.70% P: 60.18% R: 23.86% F: 34.17% |
| 2024-03-26 00:10:58 INFO test: loss: nan - UP: 56.14% UR: 25.42% UF: 34.99% P: 53.85% R: 24.38% F: 33.57% |
| 2024-03-26 00:10:58 INFO 0:00:07.485467s elapsed |
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| 2024-03-26 00:10:58 INFO Epoch 95 / 5000: |
| 2024-03-26 00:11:03 INFO lr: 4.9050e-05 - loss: 0.0011 - UP: 96.22% UR: 88.46% UF: 92.18% P: 96.22% R: 88.46% F: 92.18% |
| 2024-03-26 00:11:04 INFO dev: loss: nan - UP: 30.07% UR: 47.26% UF: 36.75% P: 28.68% R: 45.08% F: 35.06% |
| 2024-03-26 00:11:05 INFO test: loss: nan - UP: 27.16% UR: 46.90% UF: 34.40% P: 25.35% R: 43.78% F: 32.11% |
| 2024-03-26 00:11:05 INFO 0:00:07.512746s elapsed |
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| 2024-03-26 00:11:05 INFO Epoch 96 / 5000: |
| 2024-03-26 00:11:11 INFO lr: 4.9040e-05 - loss: 0.0009 - UP: 76.02% UR: 65.20% UF: 70.20% P: 76.02% R: 65.20% F: 70.20% |
| 2024-03-26 00:11:11 INFO dev: loss: nan - UP: 50.52% UR: 29.39% UF: 37.16% P: 49.74% R: 28.93% F: 36.59% |
| 2024-03-26 00:11:13 INFO test: loss: nan - UP: 47.17% UR: 31.14% UF: 37.52% P: 45.82% R: 30.26% F: 36.45% |
| 2024-03-26 00:11:13 INFO 0:00:07.591419s elapsed |
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| 2024-03-26 00:11:13 INFO Epoch 97 / 5000: |
| 2024-03-26 00:11:18 INFO lr: 4.9030e-05 - loss: 0.0006 - UP: 90.24% UR: 79.06% UF: 84.28% P: 90.20% R: 79.03% F: 84.25% |
| 2024-03-26 00:11:19 INFO dev: loss: nan - UP: 51.08% UR: 32.49% UF: 39.71% P: 49.72% R: 31.62% F: 38.66% |
| 2024-03-26 00:11:20 INFO test: loss: nan - UP: 45.13% UR: 31.44% UF: 37.06% P: 42.61% R: 29.69% F: 34.99% |
| 2024-03-26 00:11:20 INFO 0:00:07.718024s elapsed |
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| 2024-03-26 00:11:20 INFO Epoch 98 / 5000: |
| 2024-03-26 00:11:26 INFO lr: 4.9020e-05 - loss: 0.0000 - UP: 93.92% UR: 85.93% UF: 89.75% P: 93.92% R: 85.93% F: 89.75% |
| 2024-03-26 00:11:27 INFO dev: loss: nan - UP: 53.25% UR: 35.74% UF: 42.77% P: 51.59% R: 34.62% F: 41.43% |
| 2024-03-26 00:11:28 INFO test: loss: nan - UP: 45.39% UR: 36.40% UF: 40.40% P: 43.47% R: 34.86% F: 38.69% |
| 2024-03-26 00:11:28 INFO 0:00:07.983565s elapsed |
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| 2024-03-26 00:11:28 INFO Epoch 99 / 5000: |
| 2024-03-26 00:11:34 INFO lr: 4.9010e-05 - loss: 0.0000 - UP: 95.82% UR: 89.75% UF: 92.68% P: 95.82% R: 89.75% F: 92.68% |
| 2024-03-26 00:11:35 INFO dev: loss: nan - UP: 59.24% UR: 32.23% UF: 41.75% P: 57.56% R: 31.32% F: 40.57% |
| 2024-03-26 00:11:36 INFO test: loss: nan - UP: 50.03% UR: 31.95% UF: 38.99% P: 48.15% R: 30.74% F: 37.52% |
| 2024-03-26 00:11:36 INFO 0:00:07.823492s elapsed |
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| 2024-03-26 00:11:36 INFO Epoch 100 / 5000: |
| 2024-03-26 00:11:42 INFO lr: 4.9000e-05 - loss: nan - UP: 96.63% UR: 89.42% UF: 92.89% P: 96.63% R: 89.42% F: 92.89% |
| 2024-03-26 00:11:43 INFO dev: loss: nan - UP: 59.01% UR: 30.41% UF: 40.13% P: 57.34% R: 29.54% F: 38.99% |
| 2024-03-26 00:11:44 INFO test: loss: nan - UP: 50.34% UR: 31.52% UF: 38.77% P: 48.04% R: 30.09% F: 37.00% |
| 2024-03-26 00:11:44 INFO 0:00:07.769024s elapsed |
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| 2024-03-26 00:11:44 INFO Epoch 101 / 5000: |
| 2024-03-26 00:11:50 INFO lr: 4.8990e-05 - loss: 0.0007 - UP: 95.79% UR: 91.76% UF: 93.73% P: 95.79% R: 91.76% F: 93.73% |
| 2024-03-26 00:11:50 INFO dev: loss: nan - UP: 62.72% UR: 33.91% UF: 44.02% P: 61.50% R: 33.25% F: 43.16% |
| 2024-03-26 00:11:52 INFO test: loss: nan - UP: 51.57% UR: 33.23% UF: 40.42% P: 49.54% R: 31.92% F: 38.83% |
| 2024-03-26 00:11:52 INFO 0:00:07.740527s elapsed |
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| 2024-03-26 00:11:52 INFO Epoch 102 / 5000: |
| 2024-03-26 00:11:57 INFO lr: 4.8980e-05 - loss: 0.0013 - UP: 96.55% UR: 93.31% UF: 94.90% P: 96.55% R: 93.31% F: 94.90% |
| 2024-03-26 00:11:58 INFO dev: loss: nan - UP: 60.91% UR: 32.59% UF: 42.46% P: 59.68% R: 31.93% F: 41.60% |
| 2024-03-26 00:12:00 INFO test: loss: nan - UP: 51.93% UR: 32.69% UF: 40.12% P: 49.82% R: 31.35% F: 38.49% |
| 2024-03-26 00:12:00 INFO 0:00:07.761437s elapsed |
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| 2024-03-26 00:12:00 INFO Epoch 103 / 5000: |
| 2024-03-26 00:12:05 INFO lr: 4.8970e-05 - loss: 0.0001 - UP: 96.90% UR: 94.53% UF: 95.70% P: 96.90% R: 94.53% F: 95.70% |
| 2024-03-26 00:12:06 INFO dev: loss: nan - UP: 59.74% UR: 32.99% UF: 42.51% P: 58.73% R: 32.44% F: 41.79% |
| 2024-03-26 00:12:07 INFO test: loss: nan - UP: 51.14% UR: 34.10% UF: 40.92% P: 49.33% R: 32.90% F: 39.47% |
| 2024-03-26 00:12:07 INFO 0:00:07.732843s elapsed |
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| 2024-03-26 00:12:07 INFO Epoch 104 / 5000: |
| 2024-03-26 00:12:13 INFO lr: 4.8960e-05 - loss: nan - UP: 97.09% UR: 94.74% UF: 95.90% P: 97.09% R: 94.74% F: 95.90% |
| 2024-03-26 00:12:14 INFO dev: loss: nan - UP: 61.02% UR: 31.07% UF: 41.17% P: 59.72% R: 30.41% F: 40.30% |
| 2024-03-26 00:12:15 INFO test: loss: nan - UP: 51.77% UR: 31.29% UF: 39.00% P: 49.88% R: 30.15% F: 37.58% |
| 2024-03-26 00:12:15 INFO 0:00:07.742542s elapsed |
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| 2024-03-26 00:12:15 INFO Epoch 105 / 5000: |
| 2024-03-26 00:12:21 INFO lr: 4.8950e-05 - loss: 0.0008 - UP: 98.13% UR: 96.07% UF: 97.09% P: 98.13% R: 96.07% F: 97.09% |
| 2024-03-26 00:12:21 INFO dev: loss: nan - UP: 60.34% UR: 33.91% UF: 43.42% P: 59.17% R: 33.25% F: 42.57% |
| 2024-03-26 00:12:23 INFO test: loss: nan - UP: 51.79% UR: 35.18% UF: 41.90% P: 49.83% R: 33.85% F: 40.31% |
| 2024-03-26 00:12:23 INFO 0:00:07.726508s elapsed |
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| 2024-03-26 00:12:23 INFO Epoch 106 / 5000: |
| 2024-03-26 00:12:28 INFO lr: 4.8940e-05 - loss: 0.0005 - UP: 97.64% UR: 96.70% UF: 97.17% P: 97.64% R: 96.70% F: 97.17% |
| 2024-03-26 00:12:29 INFO dev: loss: nan - UP: 59.09% UR: 34.31% UF: 43.42% P: 58.04% R: 33.71% F: 42.65% |
| 2024-03-26 00:12:30 INFO test: loss: nan - UP: 49.67% UR: 36.89% UF: 42.34% P: 47.88% R: 35.56% F: 40.81% |
| 2024-03-26 00:12:30 INFO 0:00:07.706642s elapsed |
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| 2024-03-26 00:12:30 INFO Epoch 107 / 5000: |
| 2024-03-26 00:12:36 INFO lr: 4.8930e-05 - loss: 0.0008 - UP: 97.91% UR: 96.26% UF: 97.08% P: 97.91% R: 96.26% F: 97.08% |
| 2024-03-26 00:12:37 INFO dev: loss: nan - UP: 55.11% UR: 35.89% UF: 43.47% P: 54.09% R: 35.23% F: 42.67% |
| 2024-03-26 00:12:38 INFO test: loss: nan - UP: 48.68% UR: 38.47% UF: 42.98% P: 47.02% R: 37.16% F: 41.52% |
| 2024-03-26 00:12:38 INFO 0:00:07.705972s elapsed |
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| 2024-03-26 00:12:38 INFO Epoch 108 / 5000: |
| 2024-03-26 00:12:44 INFO lr: 4.8920e-05 - loss: 0.0000 - UP: 98.03% UR: 96.77% UF: 97.40% P: 98.03% R: 96.77% F: 97.40% |
| 2024-03-26 00:12:44 INFO dev: loss: nan - UP: 63.56% UR: 30.10% UF: 40.85% P: 62.59% R: 29.64% F: 40.23% |
| 2024-03-26 00:12:46 INFO test: loss: nan - UP: 56.66% UR: 32.16% UF: 41.03% P: 54.99% R: 31.21% F: 39.82% |
| 2024-03-26 00:12:46 INFO 0:00:07.710621s elapsed |
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| 2024-03-26 00:12:46 INFO Epoch 109 / 5000: |
| 2024-03-26 00:12:51 INFO lr: 4.8910e-05 - loss: 0.0004 - UP: 98.03% UR: 96.87% UF: 97.45% P: 98.03% R: 96.87% F: 97.45% |
| 2024-03-26 00:12:52 INFO dev: loss: nan - UP: 61.75% UR: 32.28% UF: 42.40% P: 60.49% R: 31.62% F: 41.53% |
| 2024-03-26 00:12:54 INFO test: loss: nan - UP: 53.51% UR: 34.14% UF: 41.69% P: 51.52% R: 32.88% F: 40.14% |
| 2024-03-26 00:12:54 INFO 0:00:07.704579s elapsed |
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| 2024-03-26 00:12:54 INFO Epoch 110 / 5000: |
| 2024-03-26 00:12:59 INFO lr: 4.8900e-05 - loss: nan - UP: 98.10% UR: 96.82% UF: 97.45% P: 98.10% R: 96.82% F: 97.45% |
| 2024-03-26 00:13:00 INFO dev: loss: nan - UP: 60.37% UR: 33.40% UF: 43.01% P: 59.27% R: 32.79% F: 42.22% |
| 2024-03-26 00:13:01 INFO test: loss: nan - UP: 51.47% UR: 35.45% UF: 41.99% P: 49.72% R: 34.25% F: 40.56% |
| 2024-03-26 00:13:01 INFO 0:00:07.716985s elapsed |
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| 2024-03-26 00:13:01 INFO Epoch 111 / 5000: |
| 2024-03-26 00:13:07 INFO lr: 4.8890e-05 - loss: nan - UP: 98.06% UR: 96.61% UF: 97.33% P: 98.06% R: 96.61% F: 97.33% |
| 2024-03-26 00:13:08 INFO dev: loss: nan - UP: 61.47% UR: 33.20% UF: 43.11% P: 60.43% R: 32.64% F: 42.39% |
| 2024-03-26 00:13:09 INFO test: loss: nan - UP: 52.60% UR: 35.73% UF: 42.55% P: 50.95% R: 34.61% F: 41.22% |
| 2024-03-26 00:13:09 INFO 0:00:07.733805s elapsed |
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| 2024-03-26 00:13:09 INFO Epoch 112 / 5000: |
| 2024-03-26 00:13:15 INFO lr: 4.8880e-05 - loss: 0.0003 - UP: 97.43% UR: 95.45% UF: 96.43% P: 97.43% R: 95.45% F: 96.43% |
| 2024-03-26 00:13:15 INFO dev: loss: nan - UP: 60.46% UR: 34.92% UF: 44.27% P: 59.05% R: 34.11% F: 43.24% |
| 2024-03-26 00:13:17 INFO test: loss: nan - UP: 50.23% UR: 33.91% UF: 40.49% P: 47.98% R: 32.39% F: 38.67% |
| 2024-03-26 00:13:17 INFO 0:00:07.746533s elapsed |
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| 2024-03-26 00:13:17 INFO Epoch 113 / 5000: |
| 2024-03-26 00:13:22 INFO lr: 4.8870e-05 - loss: nan - UP: 98.37% UR: 96.51% UF: 97.43% P: 98.37% R: 96.51% F: 97.43% |
| 2024-03-26 00:13:23 INFO dev: loss: nan - UP: 58.10% UR: 35.13% UF: 43.78% P: 57.35% R: 34.67% F: 43.21% |
| 2024-03-26 00:13:25 INFO test: loss: nan - UP: 50.08% UR: 34.59% UF: 40.91% P: 48.27% R: 33.34% F: 39.44% |
| 2024-03-26 00:13:25 INFO 0:00:07.709658s elapsed |
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| 2024-03-26 00:13:25 INFO Epoch 114 / 5000: |
| 2024-03-26 00:13:30 INFO lr: 4.8860e-05 - loss: 0.0001 - UP: 98.38% UR: 97.18% UF: 97.77% P: 98.35% R: 97.14% F: 97.74% |
| 2024-03-26 00:13:31 INFO dev: loss: nan - UP: 59.92% UR: 32.18% UF: 41.88% P: 58.70% R: 31.52% F: 41.02% |
| 2024-03-26 00:13:32 INFO test: loss: nan - UP: 50.37% UR: 31.44% UF: 38.71% P: 48.54% R: 30.30% F: 37.31% |
| 2024-03-26 00:13:32 INFO 0:00:07.706610s elapsed |
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| 2024-03-26 00:13:32 INFO Epoch 115 / 5000: |
| 2024-03-26 00:13:38 INFO lr: 4.8850e-05 - loss: 0.0000 - UP: 97.91% UR: 96.52% UF: 97.21% P: 97.91% R: 96.52% F: 97.21% |
| 2024-03-26 00:13:38 INFO dev: loss: nan - UP: 59.78% UR: 35.53% UF: 44.57% P: 58.92% R: 35.03% F: 43.94% |
| 2024-03-26 00:13:40 INFO test: loss: nan - UP: 49.97% UR: 35.31% UF: 41.38% P: 48.21% R: 34.06% F: 39.92% |
| 2024-03-26 00:13:40 INFO 0:00:07.734176s elapsed |
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| 2024-03-26 00:13:40 INFO Epoch 116 / 5000: |
| 2024-03-26 00:13:45 INFO lr: 4.8840e-05 - loss: 0.0004 - UP: 97.26% UR: 95.50% UF: 96.37% P: 97.24% R: 95.48% F: 96.35% |
| 2024-03-26 00:13:46 INFO dev: loss: nan - UP: 59.57% UR: 32.69% UF: 42.22% P: 58.74% R: 32.23% F: 41.63% |
| 2024-03-26 00:13:48 INFO test: loss: nan - UP: 51.02% UR: 30.70% UF: 38.33% P: 48.91% R: 29.43% F: 36.75% |
| 2024-03-26 00:13:48 INFO 0:00:07.735765s elapsed |
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| 2024-03-26 00:13:48 INFO Epoch 117 / 5000: |
| 2024-03-26 00:13:53 INFO lr: 4.8830e-05 - loss: 0.0005 - UP: 97.83% UR: 95.53% UF: 96.66% P: 97.39% R: 95.10% F: 96.23% |
| 2024-03-26 00:13:54 INFO dev: loss: nan - UP: 49.08% UR: 35.03% UF: 40.88% P: 47.65% R: 34.01% F: 39.69% |
| 2024-03-26 00:13:55 INFO test: loss: nan - UP: 44.90% UR: 36.38% UF: 40.20% P: 43.02% R: 34.86% F: 38.52% |
| 2024-03-26 00:13:55 INFO 0:00:07.757600s elapsed |
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| 2024-03-26 00:13:55 INFO Epoch 118 / 5000: |
| 2024-03-26 00:14:01 INFO lr: 4.8820e-05 - loss: 0.0001 - UP: 95.62% UR: 92.33% UF: 93.95% P: 95.45% R: 92.17% F: 93.78% |
| 2024-03-26 00:14:02 INFO dev: loss: nan - UP: 61.52% UR: 30.91% UF: 41.15% P: 60.51% R: 30.41% F: 40.47% |
| 2024-03-26 00:14:03 INFO test: loss: nan - UP: 52.39% UR: 29.64% UF: 37.86% P: 50.41% R: 28.52% F: 36.43% |
| 2024-03-26 00:14:03 INFO 0:00:07.769350s elapsed |
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| 2024-03-26 00:14:03 INFO Epoch 119 / 5000: |
| 2024-03-26 00:14:09 INFO lr: 4.8810e-05 - loss: 0.0003 - UP: 97.19% UR: 91.61% UF: 94.32% P: 97.14% R: 91.56% F: 94.27% |
| 2024-03-26 00:14:09 INFO dev: loss: nan - UP: 57.01% UR: 34.87% UF: 43.28% P: 55.85% R: 34.16% F: 42.39% |
| 2024-03-26 00:14:11 INFO test: loss: nan - UP: 48.76% UR: 35.03% UF: 40.77% P: 46.85% R: 33.66% F: 39.17% |
| 2024-03-26 00:14:11 INFO 0:00:07.741931s elapsed |
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| 2024-03-26 00:14:11 INFO Epoch 120 / 5000: |
| 2024-03-26 00:14:16 INFO lr: 4.8800e-05 - loss: 0.0005 - UP: 97.46% UR: 93.47% UF: 95.43% P: 97.43% R: 93.44% F: 95.39% |
| 2024-03-26 00:14:17 INFO dev: loss: nan - UP: 44.49% UR: 36.09% UF: 39.85% P: 43.18% R: 35.03% F: 38.68% |
| 2024-03-26 00:14:19 INFO test: loss: nan - UP: 41.61% UR: 38.58% UF: 40.04% P: 40.00% R: 37.08% F: 38.48% |
| 2024-03-26 00:14:19 INFO 0:00:07.733590s elapsed |
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| 2024-03-26 00:14:19 INFO Epoch 121 / 5000: |
| 2024-03-26 00:14:24 INFO lr: 4.8790e-05 - loss: 0.0010 - UP: 95.75% UR: 92.72% UF: 94.21% P: 95.75% R: 92.72% F: 94.21% |
| 2024-03-26 00:14:25 INFO dev: loss: nan - UP: 56.18% UR: 32.28% UF: 41.01% P: 55.21% R: 31.73% F: 40.30% |
| 2024-03-26 00:14:26 INFO test: loss: nan - UP: 48.79% UR: 33.23% UF: 39.54% P: 46.90% R: 31.95% F: 38.00% |
| 2024-03-26 00:14:26 INFO 0:00:07.757959s elapsed |
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| 2024-03-26 00:14:26 INFO Epoch 122 / 5000: |
| 2024-03-26 00:14:32 INFO lr: 4.8780e-05 - loss: 0.0009 - UP: 96.66% UR: 95.01% UF: 95.83% P: 96.66% R: 95.01% F: 95.83% |
| 2024-03-26 00:14:33 INFO dev: loss: nan - UP: 60.02% UR: 25.38% UF: 35.68% P: 58.58% R: 24.77% F: 34.82% |
| 2024-03-26 00:14:34 INFO test: loss: nan - UP: 51.52% UR: 25.82% UF: 34.40% P: 49.07% R: 24.59% F: 32.77% |
| 2024-03-26 00:14:34 INFO 0:00:07.747905s elapsed |
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| 2024-03-26 00:14:39 INFO Epoch 92 saved |
| 2024-03-26 00:14:39 INFO dev: UP: 52.19% UR: 41.68% UF: 46.34% P: 50.67% R: 40.46% F: 44.99% |
| 2024-03-26 00:14:39 INFO test: UP: 45.06% UR: 38.09% UF: 41.29% P: 43.36% R: 36.66% F: 39.73% |
| 2024-03-26 00:14:39 INFO 0:15:28.883439s elapsed, 0:00:07.613799s/epoch |
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