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training_log.txt
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training_log.txt
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root@52c02179618b:~/mds-tmu-dl/src/models/tabpfn# python -m train
Using style prior: True
Using cuda device
Using a Transformer with 25.82 M parameters
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| end of epoch 1 | time: 325.69s | mean loss 2.31 | pos losses
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Saving model..
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| end of epoch 2 | time: 341.10s | mean loss 1.26 | pos losses
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Saving model..
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| end of epoch 3 | time: 326.25s | mean loss 0.91 | pos losses
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Saving model..
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| end of epoch 4 | time: 349.45s | mean loss 0.77 | pos losses
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Saving model..
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| end of epoch 5 | time: 356.25s | mean loss 0.74 | pos losses
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Saving model..
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| end of epoch 6 | time: 353.67s | mean loss 0.75 | pos losses
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Saving model..
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| end of epoch 7 | time: 347.80s | mean loss 0.69 | pos losses
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Saving model..
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| end of epoch 8 | time: 355.06s | mean loss 0.69 | pos losses
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Saving model..
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| end of epoch 9 | time: 332.86s | mean loss 0.70 | pos losses
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Saving model..
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| end of epoch 10 | time: 349.18s | mean loss 0.70 | pos losses
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Saving model..
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| end of epoch 11 | time: 348.73s | mean loss 0.69 | pos losses
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Saving model..
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| end of epoch 12 | time: 352.72s | mean loss 0.67 | pos losses
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Saving model..
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| end of epoch 13 | time: 345.69s | mean loss 0.67 | pos losses
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Saving model..
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| end of epoch 14 | time: 339.95s | mean loss 0.63 | pos losses
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Saving model..
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| end of epoch 15 | time: 357.54s | mean loss 0.63 | pos losses
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Saving model..
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| end of epoch 16 | time: 341.18s | mean loss 0.65 | pos losses
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Saving model..
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| end of epoch 17 | time: 357.38s | mean loss 0.65 | pos losses
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Saving model..
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| end of epoch 18 | time: 342.69s | mean loss 0.65 | pos losses
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Saving model..
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| end of epoch 19 | time: 342.66s | mean loss 0.65 | pos losses
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Saving model..
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| end of epoch 20 | time: 340.99s | mean loss 0.62 | pos losses
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Saving model..
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| end of epoch 21 | time: 341.03s | mean loss 0.64 | pos losses
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Saving model..
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| end of epoch 22 | time: 342.53s | mean loss 0.63 | pos losses
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Saving model..
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| end of epoch 23 | time: 338.84s | mean loss 0.64 | pos losses
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Saving model..
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| end of epoch 24 | time: 343.70s | mean loss 0.61 | pos losses
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Saving model..
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| end of epoch 25 | time: 345.59s | mean loss 0.62 | pos losses
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Saving model..
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| end of epoch 26 | time: 353.25s | mean loss 0.60 | pos losses
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Saving model..
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| end of epoch 27 | time: 351.45s | mean loss 0.59 | pos losses
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Saving model..
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| end of epoch 28 | time: 360.40s | mean loss 0.61 | pos losses
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Saving model..
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| end of epoch 29 | time: 345.47s | mean loss 0.60 | pos losses
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Saving model..
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| end of epoch 30 | time: 351.71s | mean loss 0.60 | pos losses
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Saving model..
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| end of epoch 31 | time: 348.15s | mean loss 0.55 | pos losses
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Saving model..
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| end of epoch 32 | time: 338.96s | mean loss 0.62 | pos losses
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Saving model..
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| end of epoch 33 | time: 345.27s | mean loss 0.62 | pos losses
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Saving model..
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| end of epoch 34 | time: 336.64s | mean loss 0.55 | pos losses
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Saving model..
| end of epoch 35 | time: 344.10s | mean loss 0.61 | pos losses
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| end of epoch 29 | time: 550.69s | mean loss 0.55 | pos losses
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Saving model..
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| end of epoch 30 | time: 545.03s | mean loss 0.55 | pos losses
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Saving model..
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| end of epoch 31 | time: 556.78s | mean loss 0.56 | pos losses
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Saving model..
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| end of epoch 32 | time: 568.54s | mean loss 0.54 | pos losses
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Saving model..
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| end of epoch 33 | time: 567.12s | mean loss 0.56 | pos losses
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Saving model..
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| end of epoch 34 | time: 564.55s | mean loss 0.53 | pos losses
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Saving model..
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| end of epoch 35 | time: 554.34s | mean loss 0.59 | pos losses
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Saving model..
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| end of epoch 36 | time: 552.17s | mean loss 0.56 | pos losses
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Saving model..
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| end of epoch 37 | time: 567.12s | mean loss 0.56 | pos losses
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Saving model..
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| end of epoch 38 | time: 573.80s | mean loss 0.54 | pos losses
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Saving model..
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| end of epoch 39 | time: 560.53s | mean loss 0.56 | pos losses
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Saving model..
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| end of epoch 40 | time: 563.85s | mean loss 0.55 | pos losses
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Saving model..
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| end of epoch 41 | time: 552.98s | mean loss 0.57 | pos losses
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Saving model..
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| end of epoch 42 | time: 559.94s | mean loss 0.54 | pos losses
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Saving model..
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| end of epoch 43 | time: 559.94s | mean loss 0.58 | pos losses
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Saving model..
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| end of epoch 44 | time: 565.03s | mean loss 0.56 | pos losses
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Saving model..
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| end of epoch 45 | time: 569.86s | mean loss 0.55 | pos losses
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Saving model..
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| end of epoch 46 | time: 561.01s | mean loss 0.53 | pos losses
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Saving model..