Task 10975048
| Name | ParityModified-1639960007-9784-1-0_2 |
| Workunit | 7813986 |
| Created | 24 Jan 2022, 0:05:01 UTC |
| Sent | 24 Jan 2022, 1:34:14 UTC |
| Report deadline | 1 Feb 2022, 1:34:14 UTC |
| Received | 25 Jan 2022, 19:14:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17991 |
| Run time | 4 hours 57 min 13 sec |
| CPU time | 4 hours 39 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.46 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1567 | loss: 0.031146 | val_loss: 0.0311525 | Time: 8739 ms
[2022-01-25 09:46:19 main:574] : INFO : Epoch 1568 | loss: 0.0311398 | val_loss: 0.0311523 | Time: 8956.64 ms
[2022-01-25 09:46:27 main:574] : INFO : Epoch 1569 | loss: 0.03114 | val_loss: 0.0311567 | Time: 8369.9 ms
[2022-01-25 09:46:37 main:574] : INFO : Epoch 1570 | loss: 0.0311404 | val_loss: 0.0311505 | Time: 9092.91 ms
[2022-01-25 09:46:45 main:574] : INFO : Epoch 1571 | loss: 0.0311398 | val_loss: 0.0311486 | Time: 8713.4 ms
[2022-01-25 09:46:54 main:574] : INFO : Epoch 1572 | loss: 0.0311368 | val_loss: 0.0311469 | Time: 9182.17 ms
[2022-01-25 09:47:04 main:574] : INFO : Epoch 1573 | loss: 0.0311374 | val_loss: 0.0311474 | Time: 9325.03 ms
[2022-01-25 09:47:12 main:574] : INFO : Epoch 1574 | loss: 0.0311343 | val_loss: 0.0311478 | Time: 8437.21 ms
[2022-01-25 09:47:22 main:574] : INFO : Epoch 1575 | loss: 0.0311369 | val_loss: 0.0311471 | Time: 9269.8 ms
[2022-01-25 09:47:30 main:574] : INFO : Epoch 1576 | loss: 0.0311311 | val_loss: 0.0311452 | Time: 8249.32 ms
[2022-01-25 09:47:39 main:574] : INFO : Epoch 1577 | loss: 0.0311467 | val_loss: 0.0311562 | Time: 8884.92 ms
[2022-01-25 09:47:47 main:574] : INFO : Epoch 1578 | loss: 0.0311621 | val_loss: 0.0311583 | Time: 8143.21 ms
[2022-01-25 09:47:56 main:574] : INFO : Epoch 1579 | loss: 0.0311576 | val_loss: 0.0311564 | Time: 8999.52 ms
[2022-01-25 09:48:05 main:574] : INFO : Epoch 1580 | loss: 0.0311541 | val_loss: 0.0311552 | Time: 8952.65 ms
[2022-01-25 09:48:14 main:574] : INFO : Epoch 1581 | loss: 0.0311503 | val_loss: 0.0311541 | Time: 8825.78 ms
[2022-01-25 09:48:23 main:574] : INFO : Epoch 1582 | loss: 0.0311477 | val_loss: 0.0311541 | Time: 9104.44 ms
[2022-01-25 09:48:31 main:574] : INFO : Epoch 1583 | loss: 0.0311465 | val_loss: 0.0311525 | Time: 8394.54 ms
[2022-01-25 09:48:41 main:574] : INFO : Epoch 1584 | loss: 0.0311474 | val_loss: 0.0311533 | Time: 9262.72 ms
[2022-01-25 09:48:49 main:574] : INFO : Epoch 1585 | loss: 0.0311444 | val_loss: 0.0311506 | Time: 8787.01 ms
[2022-01-25 09:48:58 main:574] : INFO : Epoch 1586 | loss: 0.0311411 | val_loss: 0.0311511 | Time: 9078.23 ms
[2022-01-25 09:49:07 main:574] : INFO : Epoch 1587 | loss: 0.0311386 | val_loss: 0.0311503 | Time: 8542.12 ms
[2022-01-25 09:49:16 main:574] : INFO : Epoch 1588 | loss: 0.031139 | val_loss: 0.0311501 | Time: 9064.26 ms
[2022-01-25 09:49:25 main:574] : INFO : Epoch 1589 | loss: 0.0311371 | val_loss: 0.0311506 | Time: 8783.37 ms
[2022-01-25 09:49:34 main:574] : INFO : Epoch 1590 | loss: 0.0311363 | val_loss: 0.0311508 | Time: 8735.78 ms
[2022-01-25 09:49:43 main:574] : INFO : Epoch 1591 | loss: 0.0311357 | val_loss: 0.0311547 | Time: 9135 ms
[2022-01-25 09:49:51 main:574] : INFO : Epoch 1592 | loss: 0.03114 | val_loss: 0.0311557 | Time: 8667.34 ms
[2022-01-25 09:50:01 main:574] : INFO : Epoch 1593 | loss: 0.0311384 | val_loss: 0.0311541 | Time: 9162.95 ms
[2022-01-25 09:50:09 main:574] : INFO : Epoch 1594 | loss: 0.0311361 | val_loss: 0.0311576 | Time: 8760.3 ms
[2022-01-25 09:50:19 main:574] : INFO : Epoch 1595 | loss: 0.0311354 | val_loss: 0.0311577 | Time: 9260.87 ms
[2022-01-25 09:50:27 main:574] : INFO : Epoch 1596 | loss: 0.0311357 | val_loss: 0.0311541 | Time: 8619.8 ms
[2022-01-25 09:50:36 main:574] : INFO : Epoch 1597 | loss: 0.0311336 | val_loss: 0.0311539 | Time: 9193.94 ms
[2022-01-25 09:50:45 main:574] : INFO : Epoch 1598 | loss: 0.0311327 | val_loss: 0.031159 | Time: 8913.83 ms
[2022-01-25 09:50:54 main:574] : INFO : Epoch 1599 | loss: 0.0311504 | val_loss: 0.0311711 | Time: 8871.98 ms
[2022-01-25 09:51:04 main:574] : INFO : Epoch 1600 | loss: 0.0311686 | val_loss: 0.0311739 | Time: 9290.6 ms
[2022-01-25 09:51:12 main:574] : INFO : Epoch 1601 | loss: 0.0311654 | val_loss: 0.031172 | Time: 8518.41 ms
[2022-01-25 09:51:21 main:574] : INFO : Epoch 1602 | loss: 0.0311647 | val_loss: 0.0311738 | Time: 9042.21 ms
[2022-01-25 09:51:30 main:574] : INFO : Epoch 1603 | loss: 0.0311637 | val_loss: 0.0311715 | Time: 8593.64 ms
[2022-01-25 09:51:39 main:574] : INFO : Epoch 1604 | loss: 0.0311618 | val_loss: 0.0311712 | Time: 9079.93 ms
[2022-01-25 09:51:47 main:574] : INFO : Epoch 1605 | loss: 0.0311597 | val_loss: 0.0311728 | Time: 8591.08 ms
[2022-01-25 09:51:57 main:574] : INFO : Epoch 1606 | loss: 0.0311597 | val_loss: 0.0311746 | Time: 9181.56 ms
[2022-01-25 09:52:06 main:574] : INFO : Epoch 1607 | loss: 0.0311595 | val_loss: 0.0311704 | Time: 8968.83 ms
[2022-01-25 09:52:15 main:574] : INFO : Epoch 1608 | loss: 0.0311566 | val_loss: 0.0311685 | Time: 9359.17 ms
[2022-01-25 09:52:24 main:574] : INFO : Epoch 1609 | loss: 0.0311559 | val_loss: 0.0311683 | Time: 9134.49 ms
[2022-01-25 09:52:33 main:574] : INFO : Epoch 1610 | loss: 0.0311554 | val_loss: 0.0311671 | Time: 8872.93 ms
[2022-01-25 09:52:42 main:574] : INFO : Epoch 1611 | loss: 0.031157 | val_loss: 0.0311679 | Time: 8880.49 ms
[2022-01-25 09:52:50 main:574] : INFO : Epoch 1612 | loss: 0.0311558 | val_loss: 0.0311675 | Time: 8465.92 ms
[2022-01-25 09:52:59 main:574] : INFO : Epoch 1613 | loss: 0.0311538 | val_loss: 0.0311666 | Time: 9048.16 ms
[2022-01-25 09:53:08 main:574] : INFO : Epoch 1614 | loss: 0.031153 | val_loss: 0.0311661 | Time: 8894.27 ms
[2022-01-25 09:53:18 main:574] : INFO : Epoch 1615 | loss: 0.0311536 | val_loss: 0.0311677 | Time: 9241.2 ms
[2022-01-25 09:53:26 main:574] : INFO : Epoch 1616 | loss: 0.0311536 | val_loss: 0.0311659 | Time: 8665.69 ms
[2022-01-25 09:53:36 main:574] : INFO : Epoch 1617 | loss: 0.0311525 | val_loss: 0.031166 | Time: 9284.41 ms
[2022-01-25 09:53:45 main:574] : INFO : Epoch 1618 | loss: 0.0311514 | val_loss: 0.0311594 | Time: 9394.94 ms
[2022-01-25 09:53:54 main:574] : INFO : Epoch 1619 | loss: 0.031153 | val_loss: 0.031165 | Time: 8532.39 ms
[2022-01-25 09:54:03 main:574] : INFO : Epoch 1620 | loss: 0.0311517 | val_loss: 0.0311631 | Time: 9242.62 ms
[2022-01-25 09:54:12 main:574] : INFO : Epoch 1621 | loss: 0.031151 | val_loss: 0.0311623 | Time: 8694.46 ms
[2022-01-25 09:54:20 main:574] : INFO : Epoch 1622 | loss: 0.031149 | val_loss: 0.0311601 | Time: 8880.08 ms
[2022-01-25 09:54:29 main:574] : INFO : Epoch 1623 | loss: 0.0311483 | val_loss: 0.0311617 | Time: 8806 ms
[2022-01-25 09:54:38 main:574] : INFO : Epoch 1624 | loss: 0.0311473 | val_loss: 0.0311622 | Time: 9217.02 ms
[2022-01-25 09:54:47 main:574] : INFO : Epoch 1625 | loss: 0.0311475 | val_loss: 0.031161 | Time: 8470.37 ms
[2022-01-25 09:54:56 main:574] : INFO : Epoch 1626 | loss: 0.0311481 | val_loss: 0.0311603 | Time: 9300.96 ms
[2022-01-25 09:55:05 main:574] : INFO : Epoch 1627 | loss: 0.0311484 | val_loss: 0.031163 | Time: 9047.03 ms
[2022-01-25 09:55:14 main:574] : INFO : Epoch 1628 | loss: 0.0311482 | val_loss: 0.0311647 | Time: 8746.98 ms
[2022-01-25 09:55:23 main:574] : INFO : Epoch 1629 | loss: 0.0311482 | val_loss: 0.0311623 | Time: 9312.16 ms
[2022-01-25 09:55:32 main:574] : INFO : Epoch 1630 | loss: 0.0311477 | val_loss: 0.0311629 | Time: 8541.96 ms
[2022-01-25 09:55:41 main:574] : INFO : Epoch 1631 | loss: 0.0311492 | val_loss: 0.0311643 | Time: 9157.38 ms
[2022-01-25 09:55:50 main:574] : INFO : Epoch 1632 | loss: 0.0311519 | val_loss: 0.0311599 | Time: 8681.59 ms
[2022-01-25 09:55:59 main:574] : INFO : Epoch 1633 | loss: 0.0311489 | val_loss: 0.0311613 | Time: 9137.87 ms
[2022-01-25 09:56:08 main:574] : INFO : Epoch 1634 | loss: 0.0311472 | val_loss: 0.0311605 | Time: 8591.31 ms
[2022-01-25 09:56:17 main:574] : INFO : Epoch 1635 | loss: 0.0311467 | val_loss: 0.0311604 | Time: 9164.45 ms
[2022-01-25 09:56:26 main:574] : INFO : Epoch 1636 | loss: 0.0311474 | val_loss: 0.0311627 | Time: 9028.84 ms
[2022-01-25 09:56:35 main:574] : INFO : Epoch 1637 | loss: 0.0311494 | val_loss: 0.0311606 | Time: 9181.57 ms
[2022-01-25 09:56:44 main:574] : INFO : Epoch 1638 | loss: 0.0311455 | val_loss: 0.0311621 | Time: 9155.21 ms
[2022-01-25 09:56:53 main:574] : INFO : Epoch 1639 | loss: 0.0311443 | val_loss: 0.0311625 | Time: 8521.74 ms
[2022-01-25 09:57:02 main:574] : INFO : Epoch 1640 | loss: 0.0311471 | val_loss: 0.031162 | Time: 9287.43 ms
[2022-01-25 09:57:11 main:574] : INFO : Epoch 1641 | loss: 0.031147 | val_loss: 0.0311619 | Time: 8540.71 ms
[2022-01-25 09:57:20 main:574] : INFO : Epoch 1642 | loss: 0.0311455 | val_loss: 0.0311615 | Time: 9308.3 ms
[2022-01-25 09:57:29 main:574] : INFO : Epoch 1643 | loss: 0.0311445 | val_loss: 0.031163 | Time: 9013.92 ms
[2022-01-25 09:57:38 main:574] : INFO : Epoch 1644 | loss: 0.0311443 | val_loss: 0.0311599 | Time: 9116.69 ms
[2022-01-25 09:57:47 main:574] : INFO : Epoch 1645 | loss: 0.031148 | val_loss: 0.0311589 | Time: 8793.42 ms
[2022-01-25 09:57:56 main:574] : INFO : Epoch 1646 | loss: 0.0311502 | val_loss: 0.0311663 | Time: 9317.36 ms
[2022-01-25 09:58:05 main:574] : INFO : Epoch 1647 | loss: 0.0311488 | val_loss: 0.0311603 | Time: 9253.14 ms
[2022-01-25 09:58:14 main:574] : INFO : Epoch 1648 | loss: 0.0311481 | val_loss: 0.0311632 | Time: 8752.48 ms
[2022-01-25 09:58:24 main:574] : INFO : Epoch 1649 | loss: 0.0311469 | val_loss: 0.0311636 | Time: 9670.6 ms
[2022-01-25 09:58:33 main:574] : INFO : Epoch 1650 | loss: 0.0311459 | val_loss: 0.0311626 | Time: 8597.8 ms
[2022-01-25 09:58:42 main:574] : INFO : Epoch 1651 | loss: 0.0311456 | val_loss: 0.0311626 | Time: 9053.02 ms
[2022-01-25 09:58:50 main:574] : INFO : Epoch 1652 | loss: 0.0311457 | val_loss: 0.0311599 | Time: 8866 ms
[2022-01-25 09:59:00 main:574] : INFO : Epoch 1653 | loss: 0.0311459 | val_loss: 0.0311596 | Time: 9134.64 ms
[2022-01-25 09:59:08 main:574] : INFO : Epoch 1654 | loss: 0.0311454 | val_loss: 0.0311606 | Time: 8704.58 ms
[2022-01-25 09:59:17 main:574] : INFO : Epoch 1655 | loss: 0.0311438 | val_loss: 0.0311604 | Time: 8831.82 ms
[2022-01-25 09:59:26 main:574] : INFO : Epoch 1656 | loss: 0.0311429 | val_loss: 0.0311626 | Time: 8714.46 ms
[2022-01-25 09:59:35 main:574] : INFO : Epoch 1657 | loss: 0.0311434 | val_loss: 0.0311635 | Time: 8602.19 ms
[2022-01-25 09:59:43 main:574] : INFO : Epoch 1658 | loss: 0.031143 | val_loss: 0.0311601 | Time: 8871.99 ms
[2022-01-25 09:59:52 main:574] : INFO : Epoch 1659 | loss: 0.0311412 | val_loss: 0.0311631 | Time: 8381.51 ms
[2022-01-25 10:00:01 main:574] : INFO : Epoch 1660 | loss: 0.0311432 | val_loss: 0.0311677 | Time: 9076.77 ms
[2022-01-25 10:00:09 main:574] : INFO : Epoch 1661 | loss: 0.0311431 | val_loss: 0.0311622 | Time: 8439.88 ms
[2022-01-25 10:00:18 main:574] : INFO : Epoch 1662 | loss: 0.0311399 | val_loss: 0.0311617 | Time: 8985.26 ms
[2022-01-25 10:00:27 main:574] : INFO : Epoch 1663 | loss: 0.0311399 | val_loss: 0.0311657 | Time: 8441.19 ms
[2022-01-25 10:00:36 main:574] : INFO : Epoch 1664 | loss: 0.0311405 | val_loss: 0.0311612 | Time: 8917.24 ms
[2022-01-25 10:00:45 main:574] : INFO : Epoch 1665 | loss: 0.0311403 | val_loss: 0.0311623 | Time: 8750.7 ms
[2022-01-25 10:00:53 main:574] : INFO : Epoch 1666 | loss: 0.0311402 | val_loss: 0.0311623 | Time: 8604.84 ms
[2022-01-25 10:01:02 main:574] : INFO : Epoch 1667 | loss: 0.0311408 | val_loss: 0.0311634 | Time: 8912.57 ms
[2022-01-25 10:01:11 main:574] : INFO : Epoch 1668 | loss: 0.0311401 | val_loss: 0.0311635 | Time: 8562.5 ms
[2022-01-25 10:01:20 main:574] : INFO : Epoch 1669 | loss: 0.0311405 | val_loss: 0.0311686 | Time: 8959.94 ms
[2022-01-25 10:01:28 main:574] : INFO : Epoch 1670 | loss: 0.0311415 | val_loss: 0.0311649 | Time: 8529.56 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1650 SUPER)
[2022-01-25 11:17:42 main:435] : INFO : Set logging level to 1
[2022-01-25 11:17:42 main:441] : INFO : Running in BOINC Client mode
[2022-01-25 11:17:42 main:444] : INFO : Resolving all filenames
[2022-01-25 11:17:42 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-01-25 11:17:42 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-01-25 11:17:42 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-01-25 11:17:42 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-01-25 11:17:42 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-01-25 11:17:42 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-01-25 11:17:42 main:474] : INFO : Configuration:
[2022-01-25 11:17:42 main:475] : INFO : Model type: GRU
[2022-01-25 11:17:42 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-01-25 11:17:42 main:477] : INFO : Max Epochs: 2048
[2022-01-25 11:17:43 main:478] : INFO : Batch Size: 128
[2022-01-25 11:17:43 main:479] : INFO : Learning Rate: 0.01
[2022-01-25 11:17:43 main:480] : INFO : Patience: 10
[2022-01-25 11:17:43 main:481] : INFO : Hidden Width: 12
[2022-01-25 11:17:43 main:482] : INFO : # Recurrent Layers: 4
[2022-01-25 11:17:43 main:483] : INFO : # Backend Layers: 4
[2022-01-25 11:17:43 main:484] : INFO : # Threads: 1
[2022-01-25 11:17:43 main:486] : INFO : Preparing Dataset
[2022-01-25 11:17:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-01-25 11:17:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-01-25 11:17:46 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-01-25 11:17:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-01-25 11:17:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-01-25 11:17:46 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-01-25 11:17:46 main:494] : INFO : Creating Model
[2022-01-25 11:17:46 main:507] : INFO : Preparing config file
[2022-01-25 11:17:46 main:511] : INFO : Found checkpoint, attempting to load...
[2022-01-25 11:17:46 main:512] : INFO : Loading config
[2022-01-25 11:17:46 main:514] : INFO : Loading state
[2022-01-25 11:17:48 main:559] : INFO : Loading DataLoader into Memory
[2022-01-25 11:17:48 main:562] : INFO : Starting Training
[2022-01-25 11:17:57 main:574] : INFO : Epoch 1671 | loss: 0.031182 | val_loss: 0.0311729 | Time: 9283.62 ms
[2022-01-25 11:18:06 main:574] : INFO : Epoch 1672 | loss: 0.0311498 | val_loss: 0.0311588 | Time: 9266.46 ms
[2022-01-25 11:18:15 main:574] : INFO : Epoch 1673 | loss: 0.0311453 | val_loss: 0.03116 | Time: 8732.89 ms
[2022-01-25 11:18:24 main:574] : INFO : Epoch 1674 | loss: 0.0311431 | val_loss: 0.0311611 | Time: 9115.31 ms
[2022-01-25 11:18:33 main:574] : INFO : Epoch 1675 | loss: 0.0311434 | val_loss: 0.031163 | Time: 8703.81 ms
[2022-01-25 11:18:43 main:574] : INFO : Epoch 1676 | loss: 0.0311455 | val_loss: 0.0311607 | Time: 10134.7 ms
[2022-01-25 11:18:53 main:574] : INFO : Epoch 1677 | loss: 0.0311424 | val_loss: 0.0311617 | Time: 9671.67 ms
[2022-01-25 11:19:02 main:574] : INFO : Epoch 1678 | loss: 0.031144 | val_loss: 0.0311594 | Time: 9192.3 ms
[2022-01-25 11:19:12 main:574] : INFO : Epoch 1679 | loss: 0.0311457 | val_loss: 0.0311613 | Time: 9563.47 ms
[2022-01-25 11:19:21 main:574] : INFO : Epoch 1680 | loss: 0.0311427 | val_loss: 0.0311579 | Time: 9092.51 ms
[2022-01-25 11:19:30 main:574] : INFO : Epoch 1681 | loss: 0.0311408 | val_loss: 0.0311619 | Time: 9171.03 ms
[2022-01-25 11:19:39 main:574] : INFO : Epoch 1682 | loss: 0.0311431 | val_loss: 0.0311613 | Time: 8629.47 ms
[2022-01-25 11:19:48 main:574] : INFO : Epoch 1683 | loss: 0.0311422 | val_loss: 0.0311587 | Time: 9110.08 ms
[2022-01-25 11:19:56 main:574] : INFO : Epoch 1684 | loss: 0.0311434 | val_loss: 0.0311619 | Time: 8646.87 ms
[2022-01-25 11:20:06 main:574] : INFO : Epoch 1685 | loss: 0.0311492 | val_loss: 0.0311726 | Time: 9278.54 ms
[2022-01-25 11:20:14 main:574] : INFO : Epoch 1686 | loss: 0.0311502 | val_loss: 0.0311651 | Time: 8649.61 ms
[2022-01-25 11:20:24 main:574] : INFO : Epoch 1687 | loss: 0.0311476 | val_loss: 0.0311637 | Time: 9278.01 ms
[2022-01-25 11:20:33 main:574] : INFO : Epoch 1688 | loss: 0.0311491 | val_loss: 0.0311602 | Time: 9056.04 ms
[2022-01-25 11:20:41 main:574] : INFO : Epoch 1689 | loss: 0.0311499 | val_loss: 0.0311639 | Time: 8647.55 ms
[2022-01-25 11:20:51 main:574] : INFO : Epoch 1690 | loss: 0.0311512 | val_loss: 0.0311682 | Time: 9268.43 ms
[2022-01-25 11:20:59 main:574] : INFO : Epoch 1691 | loss: 0.0311478 | val_loss: 0.0311644 | Time: 8662.35 ms
[2022-01-25 11:21:09 main:574] : INFO : Epoch 1692 | loss: 0.0311483 | val_loss: 0.0311633 | Time: 9303.65 ms
[2022-01-25 11:21:18 main:574] : INFO : Epoch 1693 | loss: 0.0311466 | val_loss: 0.0311671 | Time: 8861.5 ms
[2022-01-25 11:21:27 main:574] : INFO : Epoch 1694 | loss: 0.031147 | val_loss: 0.0311647 | Time: 9333.73 ms
[2022-01-25 11:21:36 main:574] : INFO : Epoch 1695 | loss: 0.0311487 | val_loss: 0.0311611 | Time: 8706.47 ms
[2022-01-25 11:21:45 main:574] : INFO : Epoch 1696 | loss: 0.0311542 | val_loss: 0.0311638 | Time: 9052.13 ms
[2022-01-25 11:21:54 main:574] : INFO : Epoch 1697 | loss: 0.0311551 | val_loss: 0.0311665 | Time: 8947.85 ms
[2022-01-25 11:22:03 main:574] : INFO : Epoch 1698 | loss: 0.0311554 | val_loss: 0.0311631 | Time: 8911.03 ms
[2022-01-25 11:22:12 main:574] : INFO : Epoch 1699 | loss: 0.0311514 | val_loss: 0.0311615 | Time: 9245.1 ms
[2022-01-25 11:22:20 main:574] : INFO : Epoch 1700 | loss: 0.0311507 | val_loss: 0.0311618 | Time: 8303.21 ms
[2022-01-25 11:22:29 main:574] : INFO : Epoch 1701 | loss: 0.0311478 | val_loss: 0.0311614 | Time: 9320.62 ms
[2022-01-25 11:22:38 main:574] : INFO : Epoch 1702 | loss: 0.0311461 | val_loss: 0.0311621 | Time: 8641.87 ms
[2022-01-25 11:22:47 main:574] : INFO : Epoch 1703 | loss: 0.0311452 | val_loss: 0.0311609 | Time: 9124.67 ms
[2022-01-25 11:22:56 main:574] : INFO : Epoch 1704 | loss: 0.0311438 | val_loss: 0.0311583 | Time: 8563.35 ms
[2022-01-25 11:23:05 main:574] : INFO : Epoch 1705 | loss: 0.0311478 | val_loss: 0.0311711 | Time: 8949.6 ms
[2022-01-25 11:23:14 main:574] : INFO : Epoch 1706 | loss: 0.0311555 | val_loss: 0.0311667 | Time: 8753.76 ms
[2022-01-25 11:23:23 main:574] : INFO : Epoch 1707 | loss: 0.0311526 | val_loss: 0.0311558 | Time: 9275.32 ms
[2022-01-25 11:23:32 main:574] : INFO : Epoch 1708 | loss: 0.0311514 | val_loss: 0.0311545 | Time: 8916.43 ms
[2022-01-25 11:23:41 main:574] : INFO : Epoch 1709 | loss: 0.0311472 | val_loss: 0.031157 | Time: 8671.43 ms
[2022-01-25 11:23:50 main:574] : INFO : Epoch 1710 | loss: 0.0311442 | val_loss: 0.0311552 | Time: 9132.56 ms
[2022-01-25 11:23:58 main:574] : INFO : Epoch 1711 | loss: 0.0311425 | val_loss: 0.0311575 | Time: 8433.3 ms
[2022-01-25 11:24:08 main:574] : INFO : Epoch 1712 | loss: 0.0311415 | val_loss: 0.031156 | Time: 9210.28 ms
[2022-01-25 11:24:16 main:574] : INFO : Epoch 1713 | loss: 0.0311435 | val_loss: 0.0311654 | Time: 8664.13 ms
[2022-01-25 11:24:25 main:574] : INFO : Epoch 1714 | loss: 0.0311443 | val_loss: 0.0311555 | Time: 8962.82 ms
[2022-01-25 11:24:34 main:574] : INFO : Epoch 1715 | loss: 0.0311429 | val_loss: 0.031153 | Time: 8688.52 ms
[2022-01-25 11:24:43 main:574] : INFO : Epoch 1716 | loss: 0.0311403 | val_loss: 0.0311527 | Time: 9038.65 ms
[2022-01-25 11:24:52 main:574] : INFO : Epoch 1717 | loss: 0.0311408 | val_loss: 0.0311546 | Time: 9059.95 ms
[2022-01-25 11:25:00 main:574] : INFO : Epoch 1718 | loss: 0.031143 | val_loss: 0.0311551 | Time: 8372.9 ms
[2022-01-25 11:25:10 main:574] : INFO : Epoch 1719 | loss: 0.0311434 | val_loss: 0.0311582 | Time: 9164.39 ms
[2022-01-25 11:25:18 main:574] : INFO : Epoch 1720 | loss: 0.0311435 | val_loss: 0.0311548 | Time: 8665.61 ms
[2022-01-25 11:25:27 main:574] : INFO : Epoch 1721 | loss: 0.0311415 | val_loss: 0.0311548 | Time: 9171.32 ms
[2022-01-25 11:25:36 main:574] : INFO : Epoch 1722 | loss: 0.0311426 | val_loss: 0.0311547 | Time: 8689.89 ms
[2022-01-25 11:25:45 main:574] : INFO : Epoch 1723 | loss: 0.0311418 | val_loss: 0.0311553 | Time: 8967.76 ms
[2022-01-25 11:25:54 main:574] : INFO : Epoch 1724 | loss: 0.0311409 | val_loss: 0.0311554 | Time: 8713.35 ms
[2022-01-25 11:26:03 main:574] : INFO : Epoch 1725 | loss: 0.0311394 | val_loss: 0.0311545 | Time: 9004.44 ms
[2022-01-25 11:26:12 main:574] : INFO : Epoch 1726 | loss: 0.0311377 | val_loss: 0.0311559 | Time: 8973.92 ms
[2022-01-25 11:26:20 main:574] : INFO : Epoch 1727 | loss: 0.0311401 | val_loss: 0.0311542 | Time: 8360.55 ms
[2022-01-25 11:26:29 main:574] : INFO : Epoch 1728 | loss: 0.0311438 | val_loss: 0.0311581 | Time: 9003.23 ms
[2022-01-25 11:26:38 main:574] : INFO : Epoch 1729 | loss: 0.0311437 | val_loss: 0.0311523 | Time: 8308.67 ms
[2022-01-25 11:26:47 main:574] : INFO : Epoch 1730 | loss: 0.031144 | val_loss: 0.0311546 | Time: 8982.83 ms
[2022-01-25 11:26:55 main:574] : INFO : Epoch 1731 | loss: 0.031139 | val_loss: 0.0311498 | Time: 8507.37 ms
[2022-01-25 11:27:04 main:574] : INFO : Epoch 1732 | loss: 0.0311377 | val_loss: 0.0311521 | Time: 8906.18 ms
[2022-01-25 11:27:13 main:574] : INFO : Epoch 1733 | loss: 0.0311368 | val_loss: 0.0311501 | Time: 9137.74 ms
[2022-01-25 11:27:22 main:574] : INFO : Epoch 1734 | loss: 0.0311366 | val_loss: 0.0311521 | Time: 8693.29 ms
[2022-01-25 11:27:31 main:574] : INFO : Epoch 1735 | loss: 0.0311349 | val_loss: 0.0311504 | Time: 9071.66 ms
[2022-01-25 11:27:40 main:574] : INFO : Epoch 1736 | loss: 0.0311346 | val_loss: 0.0311532 | Time: 8587.61 ms
[2022-01-25 11:27:49 main:574] : INFO : Epoch 1737 | loss: 0.0311369 | val_loss: 0.0311543 | Time: 9143.04 ms
[2022-01-25 11:27:57 main:574] : INFO : Epoch 1738 | loss: 0.0311344 | val_loss: 0.0311531 | Time: 8456.65 ms
[2022-01-25 11:28:06 main:574] : INFO : Epoch 1739 | loss: 0.0311367 | val_loss: 0.0311573 | Time: 9096.89 ms
[2022-01-25 11:28:15 main:574] : INFO : Epoch 1740 | loss: 0.0311429 | val_loss: 0.0311508 | Time: 8532.7 ms
[2022-01-25 11:28:24 main:574] : INFO : Epoch 1741 | loss: 0.0311378 | val_loss: 0.03115 | Time: 9168.84 ms
[2022-01-25 11:28:33 main:574] : INFO : Epoch 1742 | loss: 0.031135 | val_loss: 0.031153 | Time: 8923.26 ms
[2022-01-25 11:28:42 main:574] : INFO : Epoch 1743 | loss: 0.031135 | val_loss: 0.0311518 | Time: 8525.41 ms
[2022-01-25 11:28:51 main:574] : INFO : Epoch 1744 | loss: 0.0311348 | val_loss: 0.0311536 | Time: 8981.28 ms
[2022-01-25 11:28:59 main:574] : INFO : Epoch 1745 | loss: 0.0311333 | val_loss: 0.0311535 | Time: 8642.47 ms
[2022-01-25 11:29:09 main:574] : INFO : Epoch 1746 | loss: 0.031134 | val_loss: 0.0311519 | Time: 9878.57 ms
[2022-01-25 11:29:18 main:574] : INFO : Epoch 1747 | loss: 0.0311347 | val_loss: 0.031153 | Time: 8967.4 ms
[2022-01-25 11:29:27 main:574] : INFO : Epoch 1748 | loss: 0.0311326 | val_loss: 0.0311563 | Time: 9262.89 ms
[2022-01-25 11:29:36 main:574] : INFO : Epoch 1749 | loss: 0.0311323 | val_loss: 0.0311511 | Time: 8818.9 ms
[2022-01-25 11:29:45 main:574] : INFO : Epoch 1750 | loss: 0.0311318 | val_loss: 0.0311524 | Time: 9074.66 ms
[2022-01-25 11:29:54 main:574] : INFO : Epoch 1751 | loss: 0.0311321 | val_loss: 0.0311529 | Time: 8786.47 ms
[2022-01-25 11:30:03 main:574] : INFO : Epoch 1752 | loss: 0.0311311 | val_loss: 0.0311565 | Time: 8977.44 ms
[2022-01-25 11:30:12 main:574] : INFO : Epoch 1753 | loss: 0.0311316 | val_loss: 0.0311516 | Time: 9342.37 ms
[2022-01-25 11:30:21 main:574] : INFO : Epoch 1754 | loss: 0.0311371 | val_loss: 0.0311541 | Time: 8710.22 ms
[2022-01-25 11:30:30 main:574] : INFO : Epoch 1755 | loss: 0.0311364 | val_loss: 0.0311581 | Time: 9038.35 ms
[2022-01-25 11:30:39 main:574] : INFO : Epoch 1756 | loss: 0.031136 | val_loss: 0.0311579 | Time: 8778.28 ms
[2022-01-25 11:30:48 main:574] : INFO : Epoch 1757 | loss: 0.0311339 | val_loss: 0.0311566 | Time: 9051.93 ms
[2022-01-25 11:30:57 main:574] : INFO : Epoch 1758 | loss: 0.0311321 | val_loss: 0.0311555 | Time: 8957.36 ms
[2022-01-25 11:31:07 main:574] : INFO : Epoch 1759 | loss: 0.0311319 | val_loss: 0.0311565 | Time: 9488.04 ms
[2022-01-25 11:31:15 main:574] : INFO : Epoch 1760 | loss: 0.0311382 | val_loss: 0.0311551 | Time: 8803.92 ms
[2022-01-25 11:31:25 main:574] : INFO : Epoch 1761 | loss: 0.0311439 | val_loss: 0.0311555 | Time: 9740.01 ms
[2022-01-25 11:31:34 main:574] : INFO : Epoch 1762 | loss: 0.0311416 | val_loss: 0.0311564 | Time: 8910.83 ms
[2022-01-25 11:31:43 main:574] : INFO : Epoch 1763 | loss: 0.0311434 | val_loss: 0.0311568 | Time: 8633.15 ms
[2022-01-25 11:31:52 main:574] : INFO : Epoch 1764 | loss: 0.0311454 | val_loss: 0.0311564 | Time: 9209.34 ms
[2022-01-25 11:32:01 main:574] : INFO : Epoch 1765 | loss: 0.0311516 | val_loss: 0.031158 | Time: 8786.97 ms
[2022-01-25 11:32:10 main:574] : INFO : Epoch 1766 | loss: 0.0311491 | val_loss: 0.0311552 | Time: 9415.77 ms
[2022-01-25 11:32:19 main:574] : INFO : Epoch 1767 | loss: 0.0311471 | val_loss: 0.0311581 | Time: 8763.58 ms
[2022-01-25 11:32:28 main:574] : INFO : Epoch 1768 | loss: 0.0311449 | val_loss: 0.0311551 | Time: 9157.6 ms
[2022-01-25 11:32:37 main:574] : INFO : Epoch 1769 | loss: 0.0311442 | val_loss: 0.0311604 | Time: 8741.98 ms
[2022-01-25 11:32:46 main:574] : INFO : Epoch 1770 | loss: 0.0311451 | val_loss: 0.0311578 | Time: 9057.51 ms
[2022-01-25 11:32:55 main:574] : INFO : Epoch 1771 | loss: 0.0311484 | val_loss: 0.0311576 | Time: 8602.1 ms
[2022-01-25 11:33:03 main:574] : INFO : Epoch 1772 | loss: 0.0311522 | val_loss: 0.0311587 | Time: 8823.34 ms
[2022-01-25 11:33:13 main:574] : INFO : Epoch 1773 | loss: 0.0311578 | val_loss: 0.0311565 | Time: 9162.65 ms
[2022-01-25 11:33:21 main:574] : INFO : Epoch 1774 | loss: 0.031155 | val_loss: 0.0311617 | Time: 8886.69 ms
[2022-01-25 11:33:31 main:574] : INFO : Epoch 1775 | loss: 0.031155 | val_loss: 0.0311556 | Time: 9143.22 ms
[2022-01-25 11:33:40 main:574] : INFO : Epoch 1776 | loss: 0.0311522 | val_loss: 0.031156 | Time: 8899.36 ms
[2022-01-25 11:33:49 main:574] : INFO : Epoch 1777 | loss: 0.0311509 | val_loss: 0.0311538 | Time: 9187.26 ms
[2022-01-25 11:33:58 main:574] : INFO : Epoch 1778 | loss: 0.0311486 | val_loss: 0.0311558 | Time: 8781.26 ms
[2022-01-25 11:34:06 main:574] : INFO : Epoch 1779 | loss: 0.0311472 | val_loss: 0.0311556 | Time: 8864.46 ms
[2022-01-25 11:34:15 main:574] : INFO : Epoch 1780 | loss: 0.031146 | val_loss: 0.0311543 | Time: 8398.05 ms
[2022-01-25 11:34:24 main:574] : INFO : Epoch 1781 | loss: 0.0311451 | val_loss: 0.0311533 | Time: 9087.26 ms
[2022-01-25 11:34:33 main:574] : INFO : Epoch 1782 | loss: 0.0311462 | val_loss: 0.031152 | Time: 9133.54 ms
[2022-01-25 11:34:42 main:574] : INFO : Epoch 1783 | loss: 0.0311454 | val_loss: 0.0311536 | Time: 8515.64 ms
[2022-01-25 11:34:50 main:574] : INFO : Epoch 1784 | loss: 0.0311464 | val_loss: 0.0311624 | Time: 8835.14 ms
[2022-01-25 11:34:59 main:574] : INFO : Epoch 1785 | loss: 0.031147 | val_loss: 0.0311562 | Time: 8405.9 ms
[2022-01-25 11:35:08 main:574] : INFO : Epoch 1786 | loss: 0.0311435 | val_loss: 0.0311553 | Time: 9279.35 ms
[2022-01-25 11:35:17 main:574] : INFO : Epoch 1787 | loss: 0.0311431 | val_loss: 0.0311563 | Time: 8793.49 ms
[2022-01-25 11:35:26 main:574] : INFO : Epoch 1788 | loss: 0.031144 | val_loss: 0.0311568 | Time: 8837.63 ms
[2022-01-25 11:35:35 main:574] : INFO : Epoch 1789 | loss: 0.0311482 | val_loss: 0.0311513 | Time: 8779.35 ms
[2022-01-25 11:35:43 main:574] : INFO : Epoch 1790 | loss: 0.0311474 | val_loss: 0.0311517 | Time: 8517.97 ms
[2022-01-25 11:35:52 main:574] : INFO : Epoch 1791 | loss: 0.0311458 | val_loss: 0.031157 | Time: 8815.25 ms
[2022-01-25 11:36:00 main:574] : INFO : Epoch 1792 | loss: 0.0311471 | val_loss: 0.0311581 | Time: 8212.62 ms
[2022-01-25 11:36:09 main:574] : INFO : Epoch 1793 | loss: 0.0311436 | val_loss: 0.0311523 | Time: 8915.52 ms
[2022-01-25 11:36:18 main:574] : INFO : Epoch 1794 | loss: 0.0311411 | val_loss: 0.0311494 | Time: 8510.97 ms
[2022-01-25 11:36:27 main:574] : INFO : Epoch 1795 | loss: 0.031142 | val_loss: 0.0311495 | Time: 8834.39 ms
[2022-01-25 11:36:35 main:574] : INFO : Epoch 1796 | loss: 0.0311421 | val_loss: 0.0311551 | Time: 8494.04 ms
[2022-01-25 11:36:44 main:574] : INFO : Epoch 1797 | loss: 0.0311438 | val_loss: 0.0311537 | Time: 8833.58 ms
[2022-01-25 11:36:53 main:574] : INFO : Epoch 1798 | loss: 0.0311489 | val_loss: 0.0311544 | Time: 8824.93 ms
[2022-01-25 11:37:01 main:574] : INFO : Epoch 1799 | loss: 0.0311479 | val_loss: 0.0311523 | Time: 8590.02 ms
[2022-01-25 11:37:10 main:574] : INFO : Epoch 1800 | loss: 0.0311471 | val_loss: 0.0311538 | Time: 8679.6 ms
[2022-01-25 11:37:19 main:574] : INFO : Epoch 1801 | loss: 0.031146 | val_loss: 0.0311525 | Time: 8731.02 ms
[2022-01-25 11:37:28 main:574] : INFO : Epoch 1802 | loss: 0.0311454 | val_loss: 0.0311532 | Time: 8788.28 ms
[2022-01-25 11:37:36 main:574] : INFO : Epoch 1803 | loss: 0.0311441 | val_loss: 0.0311547 | Time: 8270.73 ms
[2022-01-25 11:37:45 main:574] : INFO : Epoch 1804 | loss: 0.031143 | val_loss: 0.0311605 | Time: 8785.19 ms
[2022-01-25 11:37:53 main:574] : INFO : Epoch 1805 | loss: 0.0311448 | val_loss: 0.0311544 | Time: 8757.04 ms
[2022-01-25 11:38:02 main:574] : INFO : Epoch 1806 | loss: 0.0311506 | val_loss: 0.0311521 | Time: 8367.36 ms
[2022-01-25 11:38:11 main:574] : INFO : Epoch 1807 | loss: 0.0311491 | val_loss: 0.0311523 | Time: 8905.47 ms
[2022-01-25 11:38:19 main:574] : INFO : Epoch 1808 | loss: 0.0311469 | val_loss: 0.0311523 | Time: 8586.92 ms
[2022-01-25 11:38:28 main:574] : INFO : Epoch 1809 | loss: 0.0311453 | val_loss: 0.0311537 | Time: 8795.21 ms
[2022-01-25 11:38:36 main:574] : INFO : Epoch 1810 | loss: 0.0311445 | val_loss: 0.0311537 | Time: 8330.24 ms
[2022-01-25 11:38:45 main:574] : INFO : Epoch 1811 | loss: 0.0311447 | val_loss: 0.0311516 | Time: 8856.17 ms
[2022-01-25 11:38:54 main:574] : INFO : Epoch 1812 | loss: 0.0311436 | val_loss: 0.0311528 | Time: 9036.73 ms
[2022-01-25 11:39:03 main:574] : INFO : Epoch 1813 | loss: 0.0311421 | val_loss: 0.031155 | Time: 8489.73 ms
[2022-01-25 11:39:12 main:574] : INFO : Epoch 1814 | loss: 0.031141 | val_loss: 0.0311523 | Time: 9031.02 ms
[2022-01-25 11:39:20 main:574] : INFO : Epoch 1815 | loss: 0.0311399 | val_loss: 0.0311525 | Time: 8369.05 ms
[2022-01-25 11:39:29 main:574] : INFO : Epoch 1816 | loss: 0.0311407 | val_loss: 0.0311558 | Time: 9034.07 ms
[2022-01-25 11:39:38 main:574] : INFO : Epoch 1817 | loss: 0.0311402 | val_loss: 0.0311537 | Time: 8447.07 ms
[2022-01-25 11:39:47 main:574] : INFO : Epoch 1818 | loss: 0.0311391 | val_loss: 0.0311542 | Time: 8943.18 ms
[2022-01-25 11:39:55 main:574] : INFO : Epoch 1819 | loss: 0.0311389 | val_loss: 0.0311516 | Time: 8642.04 ms
[2022-01-25 11:40:04 main:574] : INFO : Epoch 1820 | loss: 0.0311379 | val_loss: 0.031156 | Time: 8955.64 ms
[2022-01-25 11:40:13 main:574] : INFO : Epoch 1821 | loss: 0.031138 | val_loss: 0.0311533 | Time: 8739 ms
[2022-01-25 11:40:21 main:574] : INFO : Epoch 1822 | loss: 0.0311381 | val_loss: 0.0311536 | Time: 8198.89 ms
[2022-01-25 11:40:30 main:574] : INFO : Epoch 1823 | loss: 0.0311386 | val_loss: 0.0311533 | Time: 8687.22 ms
[2022-01-25 11:40:39 main:574] : INFO : Epoch 1824 | loss: 0.0311408 | val_loss: 0.0311526 | Time: 8453.3 ms
[2022-01-25 11:40:47 main:574] : INFO : Epoch 1825 | loss: 0.0311422 | val_loss: 0.0311564 | Time: 8866.81 ms
[2022-01-25 11:40:56 main:574] : INFO : Epoch 1826 | loss: 0.0311429 | val_loss: 0.0311565 | Time: 8361.7 ms
[2022-01-25 11:41:05 main:574] : INFO : Epoch 1827 | loss: 0.0311408 | val_loss: 0.0311544 | Time: 8714.97 ms
[2022-01-25 11:41:13 main:574] : INFO : Epoch 1828 | loss: 0.0311393 | val_loss: 0.031157 | Time: 8767.8 ms
[2022-01-25 11:41:22 main:574] : INFO : Epoch 1829 | loss: 0.0311398 | val_loss: 0.0311522 | Time: 8574.48 ms
[2022-01-25 11:41:31 main:574] : INFO : Epoch 1830 | loss: 0.0311397 | val_loss: 0.0311513 | Time: 8749.38 ms
[2022-01-25 11:41:39 main:574] : INFO : Epoch 1831 | loss: 0.0311362 | val_loss: 0.0311509 | Time: 8589.17 ms
[2022-01-25 11:41:48 main:574] : INFO : Epoch 1832 | loss: 0.031135 | val_loss: 0.0311496 | Time: 8978.8 ms
[2022-01-25 11:41:57 main:574] : INFO : Epoch 1833 | loss: 0.031135 | val_loss: 0.0311531 | Time: 8403.15 ms
[2022-01-25 11:42:06 main:574] : INFO : Epoch 1834 | loss: 0.031138 | val_loss: 0.0311514 | Time: 9103.56 ms
[2022-01-25 11:42:15 main:574] : INFO : Epoch 1835 | loss: 0.0311371 | val_loss: 0.0311499 | Time: 9027.54 ms
[2022-01-25 11:42:23 main:574] : INFO : Epoch 1836 | loss: 0.0311355 | val_loss: 0.0311519 | Time: 8509.39 ms
[2022-01-25 11:42:32 main:574] : INFO : Epoch 1837 | loss: 0.0311359 | val_loss: 0.0311544 | Time: 8904.13 ms
[2022-01-25 11:42:41 main:574] : INFO : Epoch 1838 | loss: 0.031135 | val_loss: 0.0311509 | Time: 8442.91 ms
[2022-01-25 11:42:50 main:574] : INFO : Epoch 1839 | loss: 0.0311355 | val_loss: 0.0311507 | Time: 8984.07 ms
[2022-01-25 11:42:58 main:574] : INFO : Epoch 1840 | loss: 0.0311361 | val_loss: 0.0311546 | Time: 8679.65 ms
[2022-01-25 11:43:07 main:574] : INFO : Epoch 1841 | loss: 0.0311352 | val_loss: 0.0311524 | Time: 8714.68 ms
[2022-01-25 11:43:16 main:574] : INFO : Epoch 1842 | loss: 0.0311353 | val_loss: 0.0311536 | Time: 8482.19 ms
[2022-01-25 11:43:25 main:574] : INFO : Epoch 1843 | loss: 0.0311355 | val_loss: 0.0311541 | Time: 9023.19 ms
[2022-01-25 11:43:34 main:574] : INFO : Epoch 1844 | loss: 0.0311326 | val_loss: 0.0311506 | Time: 8760.88 ms
[2022-01-25 11:43:42 main:574] : INFO : Epoch 1845 | loss: 0.0311323 | val_loss: 0.0311547 | Time: 8259.66 ms
[2022-01-25 11:43:51 main:574] : INFO : Epoch 1846 | loss: 0.0311323 | val_loss: 0.0311549 | Time: 8731.94 ms
[2022-01-25 11:43:59 main:574] : INFO : Epoch 1847 | loss: 0.0311334 | val_loss: 0.0311554 | Time: 8396.52 ms
[2022-01-25 11:44:08 main:574] : INFO : Epoch 1848 | loss: 0.0311321 | val_loss: 0.0311539 | Time: 8846.76 ms
[2022-01-25 11:44:16 main:574] : INFO : Epoch 1849 | loss: 0.0311312 | val_loss: 0.0311514 | Time: 8243.43 ms
[2022-01-25 11:44:25 main:574] : INFO : Epoch 1850 | loss: 0.0311298 | val_loss: 0.0311529 | Time: 8850.21 ms
[2022-01-25 11:44:34 main:574] : INFO : Epoch 1851 | loss: 0.0311302 | val_loss: 0.0311523 | Time: 8653.23 ms
[2022-01-25 11:44:42 main:574] : INFO : Epoch 1852 | loss: 0.0311334 | val_loss: 0.0311559 | Time: 8256.89 ms
[2022-01-25 11:44:51 main:574] : INFO : Epoch 1853 | loss: 0.0311342 | val_loss: 0.0311646 | Time: 8892.54 ms
[2022-01-25 11:45:00 main:574] : INFO : Epoch 1854 | loss: 0.0311352 | val_loss: 0.0311579 | Time: 8735.23 ms
[2022-01-25 11:45:09 main:574] : INFO : Epoch 1855 | loss: 0.0311337 | val_loss: 0.0311584 | Time: 9181.58 ms
[2022-01-25 11:45:17 main:574] : INFO : Epoch 1856 | loss: 0.0311342 | val_loss: 0.0311593 | Time: 8558.41 ms
[2022-01-25 11:45:26 main:574] : INFO : Epoch 1857 | loss: 0.0311317 | val_loss: 0.0311577 | Time: 8914.73 ms
[2022-01-25 11:45:35 main:574] : INFO : Epoch 1858 | loss: 0.0311344 | val_loss: 0.0311593 | Time: 9116.65 ms
[2022-01-25 11:45:44 main:574] : INFO : Epoch 1859 | loss: 0.0311399 | val_loss: 0.0311534 | Time: 8956.27 ms
[2022-01-25 11:45:53 main:574] : INFO : Epoch 1860 | loss: 0.0311394 | val_loss: 0.031157 | Time: 9078.26 ms
[2022-01-25 11:46:02 main:574] : INFO : Epoch 1861 | loss: 0.0311377 | val_loss: 0.0311594 | Time: 8514.72 ms
[2022-01-25 11:46:11 main:574] : INFO : Epoch 1862 | loss: 0.0311358 | val_loss: 0.0311578 | Time: 8855.78 ms
[2022-01-25 11:46:19 main:574] : INFO : Epoch 1863 | loss: 0.0311362 | val_loss: 0.0311529 | Time: 8494.82 ms
[2022-01-25 11:46:28 main:574] : INFO : Epoch 1864 | loss: 0.0311358 | val_loss: 0.0311814 | Time: 9044.31 ms
[2022-01-25 11:46:37 main:574] : INFO : Epoch 1865 | loss: 0.0311416 | val_loss: 0.0311592 | Time: 8505.65 ms
[2022-01-25 11:46:46 main:574] : INFO : Epoch 1866 | loss: 0.0311334 | val_loss: 0.0311587 | Time: 8897.11 ms
[2022-01-25 11:46:55 main:574] : INFO : Epoch 1867 | loss: 0.0311325 | val_loss: 0.0311563 | Time: 8756.62 ms
[2022-01-25 11:47:03 main:574] : INFO : Epoch 1868 | loss: 0.0311324 | val_loss: 0.0311639 | Time: 8428.99 ms
[2022-01-25 11:47:12 main:574] : INFO : Epoch 1869 | loss: 0.0311454 | val_loss: 0.0311701 | Time: 9106.04 ms
[2022-01-25 11:47:21 main:574] : INFO : Epoch 1870 | loss: 0.0311621 | val_loss: 0.0311598 | Time: 8439.59 ms
[2022-01-25 11:47:30 main:574] : INFO : Epoch 1871 | loss: 0.0311539 | val_loss: 0.0311583 | Time: 8885.11 ms
[2022-01-25 11:47:38 main:574] : INFO : Epoch 1872 | loss: 0.0311501 | val_loss: 0.0311555 | Time: 8492.41 ms
[2022-01-25 11:47:47 main:574] : INFO : Epoch 1873 | loss: 0.0311464 | val_loss: 0.0311605 | Time: 8980.35 ms
[2022-01-25 11:47:56 main:574] : INFO : Epoch 1874 | loss: 0.031144 | val_loss: 0.0311583 | Time: 8560.65 ms
[2022-01-25 11:48:04 main:574] : INFO : Epoch 1875 | loss: 0.0311422 | val_loss: 0.0311559 | Time: 8495.67 ms
[2022-01-25 11:48:13 main:574] : INFO : Epoch 1876 | loss: 0.031143 | val_loss: 0.0311581 | Time: 8715.91 ms
[2022-01-25 11:48:21 main:574] : INFO : Epoch 1877 | loss: 0.0311483 | val_loss: 0.0311613 | Time: 8200.72 ms
[2022-01-25 11:48:30 main:574] : INFO : Epoch 1878 | loss: 0.0311438 | val_loss: 0.0311575 | Time: 8607.78 ms
[2022-01-25 11:48:38 main:574] : INFO : Epoch 1879 | loss: 0.0311434 | val_loss: 0.031157 | Time: 8348.33 ms
[2022-01-25 11:48:47 main:574] : INFO : Epoch 1880 | loss: 0.0311467 | val_loss: 0.0311598 | Time: 9040.55 ms
[2022-01-25 11:48:56 main:574] : INFO : Epoch 1881 | loss: 0.0311413 | val_loss: 0.0311567 | Time: 8619.47 ms
[2022-01-25 11:49:04 main:574] : INFO : Epoch 1882 | loss: 0.0311402 | val_loss: 0.0311559 | Time: 8504.54 ms
[2022-01-25 11:49:13 main:574] : INFO : Epoch 1883 | loss: 0.0311418 | val_loss: 0.031157 | Time: 9088.92 ms
[2022-01-25 11:49:22 main:574] : INFO : Epoch 1884 | loss: 0.0311384 | val_loss: 0.0311534 | Time: 8422.9 ms
[2022-01-25 11:49:31 main:574] : INFO : Epoch 1885 | loss: 0.0311385 | val_loss: 0.0311589 | Time: 8915.87 ms
[2022-01-25 11:49:39 main:574] : INFO : Epoch 1886 | loss: 0.0311393 | val_loss: 0.0311575 | Time: 8459.7 ms
[2022-01-25 11:49:48 main:574] : INFO : Epoch 1887 | loss: 0.0311383 | val_loss: 0.0311585 | Time: 9234.65 ms
[2022-01-25 11:49:57 main:574] : INFO : Epoch 1888 | loss: 0.031137 | val_loss: 0.0311611 | Time: 8499.52 ms
[2022-01-25 11:50:06 main:574] : INFO : Epoch 1889 | loss: 0.0311363 | val_loss: 0.0311602 | Time: 8764.57 ms
[2022-01-25 11:50:15 main:574] : INFO : Epoch 1890 | loss: 0.0311362 | val_loss: 0.0311635 | Time: 8978.19 ms
[2022-01-25 11:50:23 main:574] : INFO : Epoch 1891 | loss: 0.0311379 | val_loss: 0.031162 | Time: 8256.92 ms
[2022-01-25 11:50:32 main:574] : INFO : Epoch 1892 | loss: 0.0311372 | val_loss: 0.0311547 | Time: 8912.7 ms
[2022-01-25 11:50:40 main:574] : INFO : Epoch 1893 | loss: 0.0311334 | val_loss: 0.0311564 | Time: 8483.81 ms
[2022-01-25 11:50:50 main:574] : INFO : Epoch 1894 | loss: 0.0311324 | val_loss: 0.0311568 | Time: 9103.66 ms
[2022-01-25 11:50:58 main:574] : INFO : Epoch 1895 | loss: 0.0311338 | val_loss: 0.0311593 | Time: 8525.85 ms
[2022-01-25 11:51:07 main:574] : INFO : Epoch 1896 | loss: 0.0311337 | val_loss: 0.031157 | Time: 9301.06 ms
[2022-01-25 11:51:16 main:574] : INFO : Epoch 1897 | loss: 0.031132 | val_loss: 0.0311562 | Time: 8916.37 ms
[2022-01-25 11:51:25 main:574] : INFO : Epoch 1898 | loss: 0.0311323 | val_loss: 0.0311622 | Time: 9076.59 ms
[2022-01-25 11:51:34 main:574] : INFO : Epoch 1899 | loss: 0.0311334 | val_loss: 0.031155 | Time: 8994.95 ms
[2022-01-25 11:51:43 main:574] : INFO : Epoch 1900 | loss: 0.0311325 | val_loss: 0.0311575 | Time: 8562.69 ms
[2022-01-25 11:51:52 main:574] : INFO : Epoch 1901 | loss: 0.0311314 | val_loss: 0.0311592 | Time: 8999.14 ms
[2022-01-25 11:52:01 main:574] : INFO : Epoch 1902 | loss: 0.0311326 | val_loss: 0.0311576 | Time: 8592.15 ms
[2022-01-25 11:52:10 main:574] : INFO : Epoch 1903 | loss: 0.0311312 | val_loss: 0.0311577 | Time: 9044.57 ms
[2022-01-25 11:52:18 main:574] : INFO : Epoch 1904 | loss: 0.0311309 | val_loss: 0.0311579 | Time: 8410.9 ms
[2022-01-25 11:52:27 main:574] : INFO : Epoch 1905 | loss: 0.0311299 | val_loss: 0.0311578 | Time: 8995.18 ms
[2022-01-25 11:52:36 main:574] : INFO : Epoch 1906 | loss: 0.0311311 | val_loss: 0.0311554 | Time: 8757.19 ms
[2022-01-25 11:52:44 main:574] : INFO : Epoch 1907 | loss: 0.0311307 | val_loss: 0.0311574 | Time: 8508.84 ms
[2022-01-25 11:52:53 main:574] : INFO : Epoch 1908 | loss: 0.0311295 | val_loss: 0.0311561 | Time: 8719.58 ms
[2022-01-25 11:53:02 main:574] : INFO : Epoch 1909 | loss: 0.0311293 | val_loss: 0.0311559 | Time: 8507.01 ms
[2022-01-25 11:53:11 main:574] : INFO : Epoch 1910 | loss: 0.0311297 | val_loss: 0.0311555 | Time: 8977.85 ms
[2022-01-25 11:53:19 main:574] : INFO : Epoch 1911 | loss: 0.0311291 | val_loss: 0.031157 | Time: 8351.87 ms
[2022-01-25 11:53:28 main:574] : INFO : Epoch 1912 | loss: 0.0311296 | val_loss: 0.0311592 | Time: 8843.77 ms
[2022-01-25 11:53:37 main:574] : INFO : Epoch 1913 | loss: 0.0311285 | val_loss: 0.0311567 | Time: 8587.05 ms
[2022-01-25 11:53:45 main:574] : INFO : Epoch 1914 | loss: 0.0311282 | val_loss: 0.0311627 | Time: 8875.61 ms
[2022-01-25 11:53:54 main:574] : INFO : Epoch 1915 | loss: 0.0311293 | val_loss: 0.0311552 | Time: 8634.98 ms
[2022-01-25 11:54:02 main:574] : INFO : Epoch 1916 | loss: 0.0311286 | val_loss: 0.0311561 | Time: 8425.6 ms
[2022-01-25 11:54:12 main:574] : INFO : Epoch 1917 | loss: 0.0311285 | val_loss: 0.0311584 | Time: 9162.48 ms
[2022-01-25 11:54:21 main:574] : INFO : Epoch 1918 | loss: 0.0311299 | val_loss: 0.0311595 | Time: 8835.63 ms
[2022-01-25 11:54:30 main:574] : INFO : Epoch 1919 | loss: 0.0311277 | val_loss: 0.0311538 | Time: 9147.01 ms
[2022-01-25 11:54:38 main:574] : INFO : Epoch 1920 | loss: 0.0311312 | val_loss: 0.0311602 | Time: 8245.44 ms
[2022-01-25 11:54:47 main:574] : INFO : Epoch 1921 | loss: 0.0311315 | val_loss: 0.0311572 | Time: 8848.82 ms
[2022-01-25 11:54:56 main:574] : INFO : Epoch 1922 | loss: 0.0311318 | val_loss: 0.0311571 | Time: 9101.74 ms
[2022-01-25 11:55:04 main:574] : INFO : Epoch 1923 | loss: 0.0311317 | val_loss: 0.0311515 | Time: 8486.34 ms
[2022-01-25 11:55:13 main:574] : INFO : Epoch 1924 | loss: 0.0311303 | val_loss: 0.0311556 | Time: 9035.32 ms
[2022-01-25 11:55:22 main:574] : INFO : Epoch 1925 | loss: 0.0311307 | val_loss: 0.0311547 | Time: 8542.81 ms
[2022-01-25 11:55:31 main:574] : INFO : Epoch 1926 | loss: 0.0311312 | val_loss: 0.0311577 | Time: 9042.97 ms
[2022-01-25 11:55:40 main:574] : INFO : Epoch 1927 | loss: 0.0311285 | val_loss: 0.0311546 | Time: 8465.76 ms
[2022-01-25 11:55:48 main:574] : INFO : Epoch 1928 | loss: 0.0311275 | val_loss: 0.0311586 | Time: 8862.17 ms
[2022-01-25 11:55:57 main:574] : INFO : Epoch 1929 | loss: 0.0311256 | val_loss: 0.0311583 | Time: 8541.11 ms
[2022-01-25 11:56:06 main:574] : INFO : Epoch 1930 | loss: 0.0311265 | val_loss: 0.0311539 | Time: 8644.61 ms
[2022-01-25 11:56:14 main:574] : INFO : Epoch 1931 | loss: 0.0311271 | val_loss: 0.0311545 | Time: 8817.51 ms
[2022-01-25 11:56:23 main:574] : INFO : Epoch 1932 | loss: 0.0311262 | val_loss: 0.0311576 | Time: 8348.46 ms
[2022-01-25 11:56:32 main:574] : INFO : Epoch 1933 | loss: 0.0311259 | val_loss: 0.0311541 | Time: 8669.11 ms
[2022-01-25 11:56:40 main:574] : INFO : Epoch 1934 | loss: 0.0311258 | val_loss: 0.0311547 | Time: 8506.19 ms
[2022-01-25 11:56:49 main:574] : INFO : Epoch 1935 | loss: 0.0311269 | val_loss: 0.0311584 | Time: 9205.07 ms
[2022-01-25 11:56:58 main:574] : INFO : Epoch 1936 | loss: 0.0311287 | val_loss: 0.0311531 | Time: 8361.22 ms
[2022-01-25 11:57:07 main:574] : INFO : Epoch 1937 | loss: 0.0311409 | val_loss: 0.0311996 | Time: 8680.88 ms
[2022-01-25 11:57:16 main:574] : INFO : Epoch 1938 | loss: 0.0312262 | val_loss: 0.0322082 | Time: 8921.25 ms
[2022-01-25 11:57:24 main:574] : INFO : Epoch 1939 | loss: 0.0342889 | val_loss: 0.0329919 | Time: 8455.13 ms
[2022-01-25 11:57:33 main:574] : INFO : Epoch 1940 | loss: 0.0321262 | val_loss: 0.0314449 | Time: 9115.83 ms
[2022-01-25 11:57:42 main:574] : INFO : Epoch 1941 | loss: 0.0313527 | val_loss: 0.0312953 | Time: 8324.82 ms
[2022-01-25 11:57:50 main:574] : INFO : Epoch 1942 | loss: 0.0312591 | val_loss: 0.0312411 | Time: 8843.7 ms
[2022-01-25 11:57:59 main:574] : INFO : Epoch 1943 | loss: 0.0312318 | val_loss: 0.031224 | Time: 8443.37 ms
[2022-01-25 11:58:08 main:574] : INFO : Epoch 1944 | loss: 0.031222 | val_loss: 0.0312169 | Time: 8870.72 ms
[2022-01-25 11:58:16 main:574] : INFO : Epoch 1945 | loss: 0.0312165 | val_loss: 0.0312124 | Time: 8555.61 ms
[2022-01-25 11:58:25 main:574] : INFO : Epoch 1946 | loss: 0.0312137 | val_loss: 0.0312106 | Time: 8583.67 ms
[2022-01-25 11:58:34 main:574] : INFO : Epoch 1947 | loss: 0.0312122 | val_loss: 0.0312101 | Time: 8888.88 ms
[2022-01-25 11:58:42 main:574] : INFO : Epoch 1948 | loss: 0.0312105 | val_loss: 0.0312093 | Time: 8341.68 ms
[2022-01-25 11:58:51 main:574] : INFO : Epoch 1949 | loss: 0.0312102 | val_loss: 0.0312076 | Time: 8933.82 ms
[2022-01-25 11:59:00 main:574] : INFO : Epoch 1950 | loss: 0.0312089 | val_loss: 0.0312066 | Time: 8352.27 ms
[2022-01-25 11:59:09 main:574] : INFO : Epoch 1951 | loss: 0.0312081 | val_loss: 0.0312037 | Time: 9106.98 ms
[2022-01-25 11:59:17 main:574] : INFO : Epoch 1952 | loss: 0.0311983 | val_loss: 0.0311917 | Time: 8547.53 ms
[2022-01-25 11:59:26 main:574] : INFO : Epoch 1953 | loss: 0.0311939 | val_loss: 0.0311901 | Time: 8850.86 ms
[2022-01-25 11:59:35 main:574] : INFO : Epoch 1954 | loss: 0.0311923 | val_loss: 0.0311887 | Time: 8948.49 ms
[2022-01-25 11:59:43 main:574] : INFO : Epoch 1955 | loss: 0.0311916 | val_loss: 0.0311881 | Time: 8423.17 ms
[2022-01-25 11:59:53 main:574] : INFO : Epoch 1956 | loss: 0.0311908 | val_loss: 0.0311869 | Time: 9025.74 ms
[2022-01-25 12:00:01 main:574] : INFO : Epoch 1957 | loss: 0.0311912 | val_loss: 0.031189 | Time: 8547.05 ms
[2022-01-25 12:00:10 main:574] : INFO : Epoch 1958 | loss: 0.0311894 | val_loss: 0.0311863 | Time: 8869.77 ms
[2022-01-25 12:00:18 main:574] : INFO : Epoch 1959 | loss: 0.0311893 | val_loss: 0.0311846 | Time: 8330.96 ms
[2022-01-25 12:00:27 main:574] : INFO : Epoch 1960 | loss: 0.0311881 | val_loss: 0.0311851 | Time: 8811.21 ms
[2022-01-25 12:00:36 main:574] : INFO : Epoch 1961 | loss: 0.0311878 | val_loss: 0.0311855 | Time: 8891.77 ms
[2022-01-25 12:00:44 main:574] : INFO : Epoch 1962 | loss: 0.0311878 | val_loss: 0.0311862 | Time: 8371.37 ms
[2022-01-25 12:00:53 main:574] : INFO : Epoch 1963 | loss: 0.0311872 | val_loss: 0.031185 | Time: 8874.53 ms
[2022-01-25 12:01:02 main:574] : INFO : Epoch 1964 | loss: 0.031187 | val_loss: 0.0311842 | Time: 8526.89 ms
[2022-01-25 12:01:11 main:574] : INFO : Epoch 1965 | loss: 0.0311855 | val_loss: 0.0311827 | Time: 8817.19 ms
[2022-01-25 12:01:19 main:574] : INFO : Epoch 1966 | loss: 0.0311852 | val_loss: 0.0311817 | Time: 8659.47 ms
[2022-01-25 12:01:28 main:574] : INFO : Epoch 1967 | loss: 0.0311863 | val_loss: 0.0311837 | Time: 9040.53 ms
[2022-01-25 12:01:37 main:574] : INFO : Epoch 1968 | loss: 0.0311849 | val_loss: 0.0311827 | Time: 8679.54 ms
[2022-01-25 12:01:46 main:574] : INFO : Epoch 1969 | loss: 0.0311838 | val_loss: 0.0311806 | Time: 9159.67 ms
[2022-01-25 12:01:55 main:574] : INFO : Epoch 1970 | loss: 0.0311836 | val_loss: 0.0311819 | Time: 9086.19 ms
[2022-01-25 12:02:04 main:574] : INFO : Epoch 1971 | loss: 0.0311828 | val_loss: 0.0311799 | Time: 8714.29 ms
[2022-01-25 12:02:13 main:574] : INFO : Epoch 1972 | loss: 0.0311827 | val_loss: 0.0311825 | Time: 9033.1 ms
[2022-01-25 12:02:22 main:574] : INFO : Epoch 1973 | loss: 0.031181 | val_loss: 0.0311797 | Time: 8467.33 ms
[2022-01-25 12:02:31 main:574] : INFO : Epoch 1974 | loss: 0.0311814 | val_loss: 0.0311812 | Time: 9015.66 ms
[2022-01-25 12:02:39 main:574] : INFO : Epoch 1975 | loss: 0.0311808 | val_loss: 0.0311795 | Time: 8386.72 ms
[2022-01-25 12:02:48 main:574] : INFO : Epoch 1976 | loss: 0.0311792 | val_loss: 0.031179 | Time: 8845.25 ms
[2022-01-25 12:02:57 main:574] : INFO : Epoch 1977 | loss: 0.0311783 | val_loss: 0.0311811 | Time: 8774.26 ms
[2022-01-25 12:03:05 main:574] : INFO : Epoch 1978 | loss: 0.0311792 | val_loss: 0.0311805 | Time: 8371.79 ms
[2022-01-25 12:03:14 main:574] : INFO : Epoch 1979 | loss: 0.0311793 | val_loss: 0.0311797 | Time: 9055.76 ms
[2022-01-25 12:03:22 main:574] : INFO : Epoch 1980 | loss: 0.0311781 | val_loss: 0.0311807 | Time: 8304.56 ms
[2022-01-25 12:03:31 main:574] : INFO : Epoch 1981 | loss: 0.0311772 | val_loss: 0.0311789 | Time: 8683.46 ms
[2022-01-25 12:03:40 main:574] : INFO : Epoch 1982 | loss: 0.0311761 | val_loss: 0.0311796 | Time: 8346.79 ms
[2022-01-25 12:03:49 main:574] : INFO : Epoch 1983 | loss: 0.0311767 | val_loss: 0.0311794 | Time: 8962.86 ms
[2022-01-25 12:03:57 main:574] : INFO : Epoch 1984 | loss: 0.0311771 | val_loss: 0.0311778 | Time: 8746.32 ms
[2022-01-25 12:04:06 main:574] : INFO : Epoch 1985 | loss: 0.0311775 | val_loss: 0.0311783 | Time: 8827.65 ms
[2022-01-25 12:04:15 main:574] : INFO : Epoch 1986 | loss: 0.0311756 | val_loss: 0.0311788 | Time: 9076.2 ms
[2022-01-25 12:04:24 main:574] : INFO : Epoch 1987 | loss: 0.0311783 | val_loss: 0.0311795 | Time: 8284.16 ms
[2022-01-25 12:04:32 main:574] : INFO : Epoch 1988 | loss: 0.0311737 | val_loss: 0.0311751 | Time: 8809.43 ms
[2022-01-25 12:04:41 main:574] : INFO : Epoch 1989 | loss: 0.031175 | val_loss: 0.0311762 | Time: 8528.97 ms
[2022-01-25 12:04:50 main:574] : INFO : Epoch 1990 | loss: 0.0311741 | val_loss: 0.0311774 | Time: 8730.73 ms
[2022-01-25 12:04:58 main:574] : INFO : Epoch 1991 | loss: 0.0311732 | val_loss: 0.0311726 | Time: 8468.7 ms
[2022-01-25 12:05:07 main:574] : INFO : Epoch 1992 | loss: 0.0311708 | val_loss: 0.0311733 | Time: 9169.99 ms
[2022-01-25 12:05:17 main:574] : INFO : Epoch 1993 | loss: 0.0311709 | val_loss: 0.0311725 | Time: 9205.35 ms
[2022-01-25 12:05:25 main:574] : INFO : Epoch 1994 | loss: 0.031172 | val_loss: 0.0311726 | Time: 8355.97 ms
[2022-01-25 12:05:34 main:574] : INFO : Epoch 1995 | loss: 0.0311707 | val_loss: 0.0311732 | Time: 8874.22 ms
[2022-01-25 12:05:42 main:574] : INFO : Epoch 1996 | loss: 0.0311711 | val_loss: 0.0311748 | Time: 8443.23 ms
[2022-01-25 12:05:51 main:574] : INFO : Epoch 1997 | loss: 0.0311728 | val_loss: 0.0311762 | Time: 9107.93 ms
[2022-01-25 12:06:00 main:574] : INFO : Epoch 1998 | loss: 0.0311746 | val_loss: 0.0311755 | Time: 8368.63 ms
[2022-01-25 12:06:09 main:574] : INFO : Epoch 1999 | loss: 0.0311739 | val_loss: 0.0311746 | Time: 8818.43 ms
[2022-01-25 12:06:17 main:574] : INFO : Epoch 2000 | loss: 0.0311737 | val_loss: 0.0311741 | Time: 8626.4 ms
[2022-01-25 12:06:26 main:574] : INFO : Epoch 2001 | loss: 0.0311721 | val_loss: 0.0311731 | Time: 8624.9 ms
[2022-01-25 12:06:35 main:574] : INFO : Epoch 2002 | loss: 0.0311738 | val_loss: 0.0311769 | Time: 8910.42 ms
[2022-01-25 12:06:43 main:574] : INFO : Epoch 2003 | loss: 0.0311782 | val_loss: 0.0311845 | Time: 8244.09 ms
[2022-01-25 12:06:52 main:574] : INFO : Epoch 2004 | loss: 0.0311852 | val_loss: 0.0311849 | Time: 8748.82 ms
[2022-01-25 12:07:00 main:574] : INFO : Epoch 2005 | loss: 0.0311888 | val_loss: 0.0311936 | Time: 8197.74 ms
[2022-01-25 12:07:09 main:574] : INFO : Epoch 2006 | loss: 0.031195 | val_loss: 0.031193 | Time: 8717.7 ms
[2022-01-25 12:07:17 main:574] : INFO : Epoch 2007 | loss: 0.0311902 | val_loss: 0.031186 | Time: 8433.82 ms
[2022-01-25 12:07:25 main:574] : INFO : Epoch 2008 | loss: 0.0311876 | val_loss: 0.0311851 | Time: 8169.63 ms
[2022-01-25 12:07:34 main:574] : INFO : Epoch 2009 | loss: 0.0311855 | val_loss: 0.0311852 | Time: 8711.77 ms
[2022-01-25 12:07:42 main:574] : INFO : Epoch 2010 | loss: 0.0311851 | val_loss: 0.0311864 | Time: 8158.71 ms
[2022-01-25 12:07:51 main:574] : INFO : Epoch 2011 | loss: 0.0311847 | val_loss: 0.0311872 | Time: 8671.71 ms
[2022-01-25 12:07:59 main:574] : INFO : Epoch 2012 | loss: 0.0311841 | val_loss: 0.0311841 | Time: 8409.13 ms
[2022-01-25 12:08:08 main:574] : INFO : Epoch 2013 | loss: 0.0311855 | val_loss: 0.0311887 | Time: 8667.95 ms
[2022-01-25 12:08:17 main:574] : INFO : Epoch 2014 | loss: 0.0311822 | val_loss: 0.0311857 | Time: 8823.71 ms
[2022-01-25 12:08:25 main:574] : INFO : Epoch 2015 | loss: 0.0311801 | val_loss: 0.0311834 | Time: 7816.86 ms
[2022-01-25 12:08:34 main:574] : INFO : Epoch 2016 | loss: 0.0311785 | val_loss: 0.0311853 | Time: 9138.32 ms
[2022-01-25 12:08:42 main:574] : INFO : Epoch 2017 | loss: 0.0311794 | val_loss: 0.0311836 | Time: 8096.65 ms
[2022-01-25 12:08:51 main:574] : INFO : Epoch 2018 | loss: 0.0311816 | val_loss: 0.0311945 | Time: 9103.31 ms
[2022-01-25 12:08:59 main:574] : INFO : Epoch 2019 | loss: 0.0311885 | val_loss: 0.0311912 | Time: 8342.92 ms
[2022-01-25 12:09:08 main:574] : INFO : Epoch 2020 | loss: 0.0311894 | val_loss: 0.0311873 | Time: 8993.9 ms
[2022-01-25 12:09:17 main:574] : INFO : Epoch 2021 | loss: 0.0311865 | val_loss: 0.0311861 | Time: 8770.2 ms
[2022-01-25 12:09:25 main:574] : INFO : Epoch 2022 | loss: 0.0311856 | val_loss: 0.0311869 | Time: 8226.65 ms
[2022-01-25 12:09:34 main:574] : INFO : Epoch 2023 | loss: 0.0311858 | val_loss: 0.0311863 | Time: 8699.71 ms
[2022-01-25 12:09:43 main:574] : INFO : Epoch 2024 | loss: 0.031189 | val_loss: 0.0311941 | Time: 8341.33 ms
[2022-01-25 12:09:51 main:574] : INFO : Epoch 2025 | loss: 0.0311845 | val_loss: 0.0311851 | Time: 8547.56 ms
[2022-01-25 12:09:59 main:574] : INFO : Epoch 2026 | loss: 0.0311835 | val_loss: 0.0311895 | Time: 8220.52 ms
[2022-01-25 12:10:08 main:574] : INFO : Epoch 2027 | loss: 0.0311831 | val_loss: 0.0311857 | Time: 8709.28 ms
[2022-01-25 12:10:17 main:574] : INFO : Epoch 2028 | loss: 0.0311811 | val_loss: 0.0311861 | Time: 8648.82 ms
[2022-01-25 12:10:25 main:574] : INFO : Epoch 2029 | loss: 0.0311811 | val_loss: 0.0311846 | Time: 7837.13 ms
[2022-01-25 12:10:33 main:574] : INFO : Epoch 2030 | loss: 0.0311811 | val_loss: 0.0311841 | Time: 8816.17 ms
[2022-01-25 12:10:41 main:574] : INFO : Epoch 2031 | loss: 0.0311798 | val_loss: 0.0311901 | Time: 7992.69 ms
[2022-01-25 12:10:50 main:574] : INFO : Epoch 2032 | loss: 0.0311824 | val_loss: 0.0311852 | Time: 8698.36 ms
[2022-01-25 12:10:58 main:574] : INFO : Epoch 2033 | loss: 0.0311813 | val_loss: 0.031189 | Time: 7917.8 ms
[2022-01-25 12:11:07 main:574] : INFO : Epoch 2034 | loss: 0.0311799 | val_loss: 0.0311838 | Time: 8977.8 ms
[2022-01-25 12:11:16 main:574] : INFO : Epoch 2035 | loss: 0.0311783 | val_loss: 0.0311838 | Time: 9188.69 ms
[2022-01-25 12:11:24 main:574] : INFO : Epoch 2036 | loss: 0.031177 | val_loss: 0.0311839 | Time: 8148.78 ms
[2022-01-25 12:11:33 main:574] : INFO : Epoch 2037 | loss: 0.0311769 | val_loss: 0.031186 | Time: 8673.78 ms
[2022-01-25 12:11:41 main:574] : INFO : Epoch 2038 | loss: 0.0311786 | val_loss: 0.0311841 | Time: 8216.68 ms
[2022-01-25 12:11:50 main:574] : INFO : Epoch 2039 | loss: 0.0311764 | val_loss: 0.0311836 | Time: 8855.82 ms
[2022-01-25 12:11:58 main:574] : INFO : Epoch 2040 | loss: 0.0311759 | val_loss: 0.031184 | Time: 8201.83 ms
[2022-01-25 12:12:08 main:574] : INFO : Epoch 2041 | loss: 0.0311775 | val_loss: 0.0311889 | Time: 9132.79 ms
[2022-01-25 12:12:17 main:574] : INFO : Epoch 2042 | loss: 0.0311783 | val_loss: 0.0311849 | Time: 9043.2 ms
[2022-01-25 12:12:25 main:574] : INFO : Epoch 2043 | loss: 0.031177 | val_loss: 0.0311851 | Time: 8536.95 ms
[2022-01-25 12:12:34 main:574] : INFO : Epoch 2044 | loss: 0.0311764 | val_loss: 0.0311876 | Time: 8889.68 ms
[2022-01-25 12:12:43 main:574] : INFO : Epoch 2045 | loss: 0.0311757 | val_loss: 0.0311845 | Time: 8486.14 ms
[2022-01-25 12:12:52 main:574] : INFO : Epoch 2046 | loss: 0.0311748 | val_loss: 0.0311859 | Time: 8986.07 ms
[2022-01-25 12:13:00 main:574] : INFO : Epoch 2047 | loss: 0.0311791 | val_loss: 0.0311896 | Time: 8564.91 ms
[2022-01-25 12:13:09 main:574] : INFO : Epoch 2048 | loss: 0.0311769 | val_loss: 0.0311857 | Time: 8965.07 ms
[2022-01-25 12:13:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311857
[2022-01-25 12:13:09 main:603] : INFO : Saving end state to config to file
[2022-01-25 12:13:09 main:608] : INFO : Success, exiting..
12:13:09 (10676): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)