Task 12390786
| Name | ParityModified-1639946532-18549-3-0_2 |
| Workunit | 8795162 |
| Created | 2 Mar 2022, 13:23:47 UTC |
| Sent | 2 Mar 2022, 14:34:56 UTC |
| Report deadline | 10 Mar 2022, 14:34:56 UTC |
| Received | 3 Mar 2022, 5:33:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 42 min 4 sec |
| CPU time | 1 hours 25 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,490.37 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 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 1573 | loss: 0.0311439 | val_loss: 0.0311674 | Time: 4351.55 ms
[2022-03-03 00:02:51 main:574] : INFO : Epoch 1574 | loss: 0.0311473 | val_loss: 0.0312011 | Time: 3796.49 ms
[2022-03-03 00:02:55 main:574] : INFO : Epoch 1575 | loss: 0.0311495 | val_loss: 0.0311602 | Time: 3712.11 ms
[2022-03-03 00:02:59 main:574] : INFO : Epoch 1576 | loss: 0.0311433 | val_loss: 0.0311584 | Time: 3828.23 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050 Ti)
[2022-03-03 12:21:01 main:435] : INFO : Set logging level to 1
[2022-03-03 12:21:01 main:441] : INFO : Running in BOINC Client mode
[2022-03-03 12:21:01 main:444] : INFO : Resolving all filenames
[2022-03-03 12:21:01 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-03 12:21:02 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-03 12:21:02 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-03 12:21:02 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-03-03 12:21:02 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-03 12:21:02 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-03-03 12:21:02 main:474] : INFO : Configuration:
[2022-03-03 12:21:02 main:475] : INFO : Model type: GRU
[2022-03-03 12:21:02 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-03-03 12:21:02 main:477] : INFO : Max Epochs: 2048
[2022-03-03 12:21:02 main:478] : INFO : Batch Size: 128
[2022-03-03 12:21:02 main:479] : INFO : Learning Rate: 0.01
[2022-03-03 12:21:02 main:480] : INFO : Patience: 10
[2022-03-03 12:21:02 main:481] : INFO : Hidden Width: 12
[2022-03-03 12:21:03 main:482] : INFO : # Recurrent Layers: 4
[2022-03-03 12:21:03 main:483] : INFO : # Backend Layers: 4
[2022-03-03 12:21:03 main:484] : INFO : # Threads: 1
[2022-03-03 12:21:03 main:486] : INFO : Preparing Dataset
[2022-03-03 12:21:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-03 12:21:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-03 12:21:21 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-03-03 12:21:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-03 12:21:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-03 12:21:21 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-03-03 12:21:21 main:494] : INFO : Creating Model
[2022-03-03 12:21:21 main:507] : INFO : Preparing config file
[2022-03-03 12:21:21 main:511] : INFO : Found checkpoint, attempting to load...
[2022-03-03 12:21:22 main:512] : INFO : Loading config
[2022-03-03 12:21:22 main:514] : INFO : Loading state
[2022-03-03 12:21:32 main:559] : INFO : Loading DataLoader into Memory
[2022-03-03 12:21:32 main:562] : INFO : Starting Training
[2022-03-03 12:21:37 main:574] : INFO : Epoch 1571 | loss: 0.0314364 | val_loss: 0.0312124 | Time: 5561.69 ms
[2022-03-03 12:21:40 main:574] : INFO : Epoch 1572 | loss: 0.0311865 | val_loss: 0.03118 | Time: 2007.35 ms
[2022-03-03 12:21:42 main:574] : INFO : Epoch 1573 | loss: 0.0311526 | val_loss: 0.0311671 | Time: 2059.68 ms
[2022-03-03 12:21:44 main:574] : INFO : Epoch 1574 | loss: 0.0311484 | val_loss: 0.031162 | Time: 2050.88 ms
[2022-03-03 12:21:46 main:574] : INFO : Epoch 1575 | loss: 0.031142 | val_loss: 0.0311667 | Time: 2021.43 ms
[2022-03-03 12:21:48 main:574] : INFO : Epoch 1576 | loss: 0.0311416 | val_loss: 0.0311637 | Time: 2009.19 ms
[2022-03-03 12:21:51 main:574] : INFO : Epoch 1577 | loss: 0.0311421 | val_loss: 0.0311613 | Time: 2016.79 ms
[2022-03-03 12:21:53 main:574] : INFO : Epoch 1578 | loss: 0.0311441 | val_loss: 0.0311594 | Time: 2028.57 ms
[2022-03-03 12:21:55 main:574] : INFO : Epoch 1579 | loss: 0.0311424 | val_loss: 0.0311606 | Time: 2014.02 ms
[2022-03-03 12:21:57 main:574] : INFO : Epoch 1580 | loss: 0.0311456 | val_loss: 0.0311586 | Time: 2035.78 ms
[2022-03-03 12:21:59 main:574] : INFO : Epoch 1581 | loss: 0.0311389 | val_loss: 0.0311574 | Time: 2015.53 ms
[2022-03-03 12:22:01 main:574] : INFO : Epoch 1582 | loss: 0.0311391 | val_loss: 0.0311589 | Time: 2027.48 ms
[2022-03-03 12:22:03 main:574] : INFO : Epoch 1583 | loss: 0.0311386 | val_loss: 0.0311589 | Time: 2029.54 ms
[2022-03-03 12:22:05 main:574] : INFO : Epoch 1584 | loss: 0.031141 | val_loss: 0.0311588 | Time: 2070.95 ms
[2022-03-03 12:22:08 main:574] : INFO : Epoch 1585 | loss: 0.0311419 | val_loss: 0.0311612 | Time: 2045.12 ms
[2022-03-03 12:22:10 main:574] : INFO : Epoch 1586 | loss: 0.0311392 | val_loss: 0.0311619 | Time: 2021.86 ms
[2022-03-03 12:22:12 main:574] : INFO : Epoch 1587 | loss: 0.0311371 | val_loss: 0.0311594 | Time: 2029.63 ms
[2022-03-03 12:22:14 main:574] : INFO : Epoch 1588 | loss: 0.0311369 | val_loss: 0.031159 | Time: 2007.68 ms
[2022-03-03 12:22:16 main:574] : INFO : Epoch 1589 | loss: 0.0311394 | val_loss: 0.0311617 | Time: 2043 ms
[2022-03-03 12:22:18 main:574] : INFO : Epoch 1590 | loss: 0.0311382 | val_loss: 0.0311599 | Time: 2021.72 ms
[2022-03-03 12:22:20 main:574] : INFO : Epoch 1591 | loss: 0.0311404 | val_loss: 0.0311606 | Time: 2013.5 ms
[2022-03-03 12:22:22 main:574] : INFO : Epoch 1592 | loss: 0.0311401 | val_loss: 0.0311623 | Time: 2029.1 ms
[2022-03-03 12:22:25 main:574] : INFO : Epoch 1593 | loss: 0.031137 | val_loss: 0.0311633 | Time: 2031.43 ms
[2022-03-03 12:22:27 main:574] : INFO : Epoch 1594 | loss: 0.0311369 | val_loss: 0.0311636 | Time: 2058.26 ms
[2022-03-03 12:22:29 main:574] : INFO : Epoch 1595 | loss: 0.0311411 | val_loss: 0.0311586 | Time: 2032.6 ms
[2022-03-03 12:22:31 main:574] : INFO : Epoch 1596 | loss: 0.0311349 | val_loss: 0.0311585 | Time: 2022.15 ms
[2022-03-03 12:22:33 main:574] : INFO : Epoch 1597 | loss: 0.0311371 | val_loss: 0.0311635 | Time: 2018.01 ms
[2022-03-03 12:22:35 main:574] : INFO : Epoch 1598 | loss: 0.0311362 | val_loss: 0.0311666 | Time: 2002.18 ms
[2022-03-03 12:22:37 main:574] : INFO : Epoch 1599 | loss: 0.031143 | val_loss: 0.0311658 | Time: 2034.54 ms
[2022-03-03 12:22:39 main:574] : INFO : Epoch 1600 | loss: 0.031138 | val_loss: 0.0311631 | Time: 2044.26 ms
[2022-03-03 12:22:41 main:574] : INFO : Epoch 1601 | loss: 0.0311395 | val_loss: 0.0311613 | Time: 2028.43 ms
[2022-03-03 12:22:44 main:574] : INFO : Epoch 1602 | loss: 0.0311388 | val_loss: 0.0311645 | Time: 2051.73 ms
[2022-03-03 12:22:46 main:574] : INFO : Epoch 1603 | loss: 0.031139 | val_loss: 0.0311745 | Time: 2003.7 ms
[2022-03-03 12:22:48 main:574] : INFO : Epoch 1604 | loss: 0.0311377 | val_loss: 0.0311586 | Time: 2002.81 ms
[2022-03-03 12:22:50 main:574] : INFO : Epoch 1605 | loss: 0.0311355 | val_loss: 0.0311592 | Time: 2028.12 ms
[2022-03-03 12:22:52 main:574] : INFO : Epoch 1606 | loss: 0.0311337 | val_loss: 0.0311608 | Time: 2038.18 ms
[2022-03-03 12:22:54 main:574] : INFO : Epoch 1607 | loss: 0.0311327 | val_loss: 0.0311634 | Time: 2091.3 ms
[2022-03-03 12:22:57 main:574] : INFO : Epoch 1608 | loss: 0.0311333 | val_loss: 0.031165 | Time: 2021.06 ms
[2022-03-03 12:22:59 main:574] : INFO : Epoch 1609 | loss: 0.0311349 | val_loss: 0.0311568 | Time: 2010.82 ms
[2022-03-03 12:23:01 main:574] : INFO : Epoch 1610 | loss: 0.0311325 | val_loss: 0.0311619 | Time: 2023.07 ms
[2022-03-03 12:23:03 main:574] : INFO : Epoch 1611 | loss: 0.0311366 | val_loss: 0.0311588 | Time: 2004.59 ms
[2022-03-03 12:23:05 main:574] : INFO : Epoch 1612 | loss: 0.0311388 | val_loss: 0.0311604 | Time: 2050.32 ms
[2022-03-03 12:23:07 main:574] : INFO : Epoch 1613 | loss: 0.0311361 | val_loss: 0.0311637 | Time: 2020.11 ms
[2022-03-03 12:23:09 main:574] : INFO : Epoch 1614 | loss: 0.0311351 | val_loss: 0.0311594 | Time: 2022.95 ms
[2022-03-03 12:23:11 main:574] : INFO : Epoch 1615 | loss: 0.031133 | val_loss: 0.0311606 | Time: 2004.64 ms
[2022-03-03 12:23:13 main:574] : INFO : Epoch 1616 | loss: 0.0311355 | val_loss: 0.0311662 | Time: 2044.61 ms
[2022-03-03 12:23:16 main:574] : INFO : Epoch 1617 | loss: 0.0311316 | val_loss: 0.0311641 | Time: 2042.67 ms
[2022-03-03 12:23:18 main:574] : INFO : Epoch 1618 | loss: 0.0311294 | val_loss: 0.0311621 | Time: 2022.27 ms
[2022-03-03 12:23:20 main:574] : INFO : Epoch 1619 | loss: 0.0311315 | val_loss: 0.0311619 | Time: 2020.96 ms
[2022-03-03 12:23:22 main:574] : INFO : Epoch 1620 | loss: 0.0311363 | val_loss: 0.0311679 | Time: 2000.59 ms
[2022-03-03 12:23:24 main:574] : INFO : Epoch 1621 | loss: 0.0311338 | val_loss: 0.0311606 | Time: 2014.87 ms
[2022-03-03 12:23:26 main:574] : INFO : Epoch 1622 | loss: 0.0311344 | val_loss: 0.0311601 | Time: 2055.39 ms
[2022-03-03 12:23:28 main:574] : INFO : Epoch 1623 | loss: 0.0311317 | val_loss: 0.0311638 | Time: 2014.71 ms
[2022-03-03 12:23:31 main:574] : INFO : Epoch 1624 | loss: 0.0311319 | val_loss: 0.0311653 | Time: 2026.23 ms
[2022-03-03 12:23:33 main:574] : INFO : Epoch 1625 | loss: 0.0311311 | val_loss: 0.0311607 | Time: 2028.15 ms
[2022-03-03 12:23:35 main:574] : INFO : Epoch 1626 | loss: 0.0311304 | val_loss: 0.0311654 | Time: 2046.67 ms
[2022-03-03 12:23:37 main:574] : INFO : Epoch 1627 | loss: 0.0311331 | val_loss: 0.0311637 | Time: 2078.97 ms
[2022-03-03 12:23:39 main:574] : INFO : Epoch 1628 | loss: 0.0311327 | val_loss: 0.0311618 | Time: 2026.79 ms
[2022-03-03 12:23:41 main:574] : INFO : Epoch 1629 | loss: 0.0311308 | val_loss: 0.031163 | Time: 2019.06 ms
[2022-03-03 12:23:43 main:574] : INFO : Epoch 1630 | loss: 0.0311344 | val_loss: 0.0311646 | Time: 2027.11 ms
[2022-03-03 12:23:45 main:574] : INFO : Epoch 1631 | loss: 0.0311329 | val_loss: 0.0311685 | Time: 2017.49 ms
[2022-03-03 12:23:48 main:574] : INFO : Epoch 1632 | loss: 0.0311379 | val_loss: 0.0311597 | Time: 2020.99 ms
[2022-03-03 12:23:50 main:574] : INFO : Epoch 1633 | loss: 0.0311351 | val_loss: 0.0311664 | Time: 2035.49 ms
[2022-03-03 12:23:52 main:574] : INFO : Epoch 1634 | loss: 0.0311378 | val_loss: 0.0311767 | Time: 2023.39 ms
[2022-03-03 12:23:54 main:574] : INFO : Epoch 1635 | loss: 0.0311394 | val_loss: 0.0311673 | Time: 2071.57 ms
[2022-03-03 12:23:56 main:574] : INFO : Epoch 1636 | loss: 0.0311327 | val_loss: 0.0311617 | Time: 2005.17 ms
[2022-03-03 12:23:58 main:574] : INFO : Epoch 1637 | loss: 0.0311331 | val_loss: 0.0311661 | Time: 2028.49 ms
[2022-03-03 12:24:00 main:574] : INFO : Epoch 1638 | loss: 0.0311306 | val_loss: 0.0311612 | Time: 2025.98 ms
[2022-03-03 12:24:02 main:574] : INFO : Epoch 1639 | loss: 0.0311334 | val_loss: 0.031171 | Time: 2006.09 ms
[2022-03-03 12:24:05 main:574] : INFO : Epoch 1640 | loss: 0.0311334 | val_loss: 0.0311634 | Time: 2031.84 ms
[2022-03-03 12:24:07 main:574] : INFO : Epoch 1641 | loss: 0.031131 | val_loss: 0.0311619 | Time: 2015.58 ms
[2022-03-03 12:24:09 main:574] : INFO : Epoch 1642 | loss: 0.0311317 | val_loss: 0.031166 | Time: 2039.13 ms
[2022-03-03 12:24:11 main:574] : INFO : Epoch 1643 | loss: 0.0311314 | val_loss: 0.0311606 | Time: 2010.97 ms
[2022-03-03 12:24:14 main:574] : INFO : Epoch 1644 | loss: 0.0311299 | val_loss: 0.0311643 | Time: 2012.48 ms
[2022-03-03 12:24:16 main:574] : INFO : Epoch 1645 | loss: 0.0311301 | val_loss: 0.0311649 | Time: 2030.45 ms
[2022-03-03 12:24:18 main:574] : INFO : Epoch 1646 | loss: 0.0311295 | val_loss: 0.0311606 | Time: 2038.94 ms
[2022-03-03 12:24:20 main:574] : INFO : Epoch 1647 | loss: 0.0311279 | val_loss: 0.0311614 | Time: 2013.62 ms
[2022-03-03 12:24:22 main:574] : INFO : Epoch 1648 | loss: 0.0311288 | val_loss: 0.0311605 | Time: 2045.29 ms
[2022-03-03 12:24:24 main:574] : INFO : Epoch 1649 | loss: 0.0311267 | val_loss: 0.0311641 | Time: 2048.96 ms
[2022-03-03 12:24:26 main:574] : INFO : Epoch 1650 | loss: 0.0311269 | val_loss: 0.0311645 | Time: 2034.21 ms
[2022-03-03 12:24:28 main:574] : INFO : Epoch 1651 | loss: 0.0311274 | val_loss: 0.031164 | Time: 2020.79 ms
[2022-03-03 12:24:30 main:574] : INFO : Epoch 1652 | loss: 0.0311313 | val_loss: 0.0311692 | Time: 2032.83 ms
[2022-03-03 12:24:33 main:574] : INFO : Epoch 1653 | loss: 0.0311321 | val_loss: 0.0311604 | Time: 1999.92 ms
[2022-03-03 12:24:35 main:574] : INFO : Epoch 1654 | loss: 0.0311325 | val_loss: 0.0311823 | Time: 2040.17 ms
[2022-03-03 12:24:37 main:574] : INFO : Epoch 1655 | loss: 0.0311371 | val_loss: 0.0311599 | Time: 2130.07 ms
[2022-03-03 12:24:39 main:574] : INFO : Epoch 1656 | loss: 0.0311289 | val_loss: 0.0311598 | Time: 2024.48 ms
[2022-03-03 12:24:41 main:574] : INFO : Epoch 1657 | loss: 0.0311289 | val_loss: 0.0311635 | Time: 2029.22 ms
[2022-03-03 12:24:43 main:574] : INFO : Epoch 1658 | loss: 0.0311283 | val_loss: 0.0311616 | Time: 2042.06 ms
[2022-03-03 12:24:45 main:574] : INFO : Epoch 1659 | loss: 0.0311321 | val_loss: 0.0311689 | Time: 2050.72 ms
[2022-03-03 12:24:48 main:574] : INFO : Epoch 1660 | loss: 0.0311318 | val_loss: 0.0311677 | Time: 2060.86 ms
[2022-03-03 12:24:50 main:574] : INFO : Epoch 1661 | loss: 0.0311346 | val_loss: 0.0311713 | Time: 2034.89 ms
[2022-03-03 12:24:52 main:574] : INFO : Epoch 1662 | loss: 0.0311376 | val_loss: 0.0311615 | Time: 2015.76 ms
[2022-03-03 12:24:54 main:574] : INFO : Epoch 1663 | loss: 0.0311304 | val_loss: 0.0311613 | Time: 2028.8 ms
[2022-03-03 12:24:56 main:574] : INFO : Epoch 1664 | loss: 0.0311305 | val_loss: 0.0311644 | Time: 2001.29 ms
[2022-03-03 12:24:58 main:574] : INFO : Epoch 1665 | loss: 0.0311306 | val_loss: 0.0311638 | Time: 2009.97 ms
[2022-03-03 12:25:00 main:574] : INFO : Epoch 1666 | loss: 0.0311282 | val_loss: 0.0311618 | Time: 2025.71 ms
[2022-03-03 12:25:02 main:574] : INFO : Epoch 1667 | loss: 0.0311266 | val_loss: 0.0311657 | Time: 2063.82 ms
[2022-03-03 12:25:05 main:574] : INFO : Epoch 1668 | loss: 0.0311334 | val_loss: 0.0311657 | Time: 2028.48 ms
[2022-03-03 12:25:07 main:574] : INFO : Epoch 1669 | loss: 0.0311384 | val_loss: 0.0311609 | Time: 2035 ms
[2022-03-03 12:25:09 main:574] : INFO : Epoch 1670 | loss: 0.0311352 | val_loss: 0.0311629 | Time: 2062.22 ms
[2022-03-03 12:25:11 main:574] : INFO : Epoch 1671 | loss: 0.0311379 | val_loss: 0.031167 | Time: 2078.71 ms
[2022-03-03 12:25:13 main:574] : INFO : Epoch 1672 | loss: 0.0311331 | val_loss: 0.0311645 | Time: 2014.66 ms
[2022-03-03 12:25:15 main:574] : INFO : Epoch 1673 | loss: 0.0311311 | val_loss: 0.0311608 | Time: 2027.51 ms
[2022-03-03 12:25:17 main:574] : INFO : Epoch 1674 | loss: 0.0311328 | val_loss: 0.031167 | Time: 2013.04 ms
[2022-03-03 12:25:19 main:574] : INFO : Epoch 1675 | loss: 0.0311338 | val_loss: 0.0311648 | Time: 2105.3 ms
[2022-03-03 12:25:22 main:574] : INFO : Epoch 1676 | loss: 0.0311295 | val_loss: 0.0311608 | Time: 2005.62 ms
[2022-03-03 12:25:24 main:574] : INFO : Epoch 1677 | loss: 0.0311285 | val_loss: 0.0311622 | Time: 2023.67 ms
[2022-03-03 12:25:26 main:574] : INFO : Epoch 1678 | loss: 0.0311288 | val_loss: 0.0311665 | Time: 2060.41 ms
[2022-03-03 12:25:28 main:574] : INFO : Epoch 1679 | loss: 0.0311282 | val_loss: 0.0311612 | Time: 2033.86 ms
[2022-03-03 12:25:30 main:574] : INFO : Epoch 1680 | loss: 0.0311278 | val_loss: 0.0311679 | Time: 2032.08 ms
[2022-03-03 12:25:32 main:574] : INFO : Epoch 1681 | loss: 0.0311322 | val_loss: 0.031164 | Time: 2041.24 ms
[2022-03-03 12:25:34 main:574] : INFO : Epoch 1682 | loss: 0.0311297 | val_loss: 0.0311647 | Time: 2019.29 ms
[2022-03-03 12:25:36 main:574] : INFO : Epoch 1683 | loss: 0.0311333 | val_loss: 0.031167 | Time: 2036.92 ms
[2022-03-03 12:25:39 main:574] : INFO : Epoch 1684 | loss: 0.0311325 | val_loss: 0.0311673 | Time: 2035.71 ms
[2022-03-03 12:25:41 main:574] : INFO : Epoch 1685 | loss: 0.0311323 | val_loss: 0.0311834 | Time: 1996.17 ms
[2022-03-03 12:25:43 main:574] : INFO : Epoch 1686 | loss: 0.0311534 | val_loss: 0.0311861 | Time: 2013.28 ms
[2022-03-03 12:25:45 main:574] : INFO : Epoch 1687 | loss: 0.0311466 | val_loss: 0.0311773 | Time: 2027.62 ms
[2022-03-03 12:25:47 main:574] : INFO : Epoch 1688 | loss: 0.0311411 | val_loss: 0.0311658 | Time: 2035.63 ms
[2022-03-03 12:25:49 main:574] : INFO : Epoch 1689 | loss: 0.0311402 | val_loss: 0.0311656 | Time: 2026.67 ms
[2022-03-03 12:25:51 main:574] : INFO : Epoch 1690 | loss: 0.0311363 | val_loss: 0.0311654 | Time: 2033.24 ms
[2022-03-03 12:25:54 main:574] : INFO : Epoch 1691 | loss: 0.0311356 | val_loss: 0.0311631 | Time: 2130.65 ms
[2022-03-03 12:25:56 main:574] : INFO : Epoch 1692 | loss: 0.0311344 | val_loss: 0.0311653 | Time: 2193.5 ms
[2022-03-03 12:25:58 main:574] : INFO : Epoch 1693 | loss: 0.0311355 | val_loss: 0.0311643 | Time: 2129.42 ms
[2022-03-03 12:26:00 main:574] : INFO : Epoch 1694 | loss: 0.0311368 | val_loss: 0.0311674 | Time: 2152.19 ms
[2022-03-03 12:26:03 main:574] : INFO : Epoch 1695 | loss: 0.0311323 | val_loss: 0.0311681 | Time: 2330.63 ms
[2022-03-03 12:26:05 main:574] : INFO : Epoch 1696 | loss: 0.0311312 | val_loss: 0.0311706 | Time: 2532.6 ms
[2022-03-03 12:26:08 main:574] : INFO : Epoch 1697 | loss: 0.0311327 | val_loss: 0.0311675 | Time: 2149.68 ms
[2022-03-03 12:26:10 main:574] : INFO : Epoch 1698 | loss: 0.0311304 | val_loss: 0.0311657 | Time: 2311.64 ms
[2022-03-03 12:26:12 main:574] : INFO : Epoch 1699 | loss: 0.0311308 | val_loss: 0.031167 | Time: 2088.59 ms
[2022-03-03 12:26:14 main:574] : INFO : Epoch 1700 | loss: 0.0311292 | val_loss: 0.0311632 | Time: 2068.5 ms
[2022-03-03 12:26:17 main:574] : INFO : Epoch 1701 | loss: 0.0311306 | val_loss: 0.0311704 | Time: 2077.07 ms
[2022-03-03 12:26:19 main:574] : INFO : Epoch 1702 | loss: 0.0311324 | val_loss: 0.0311677 | Time: 2078.04 ms
[2022-03-03 12:26:21 main:574] : INFO : Epoch 1703 | loss: 0.0311308 | val_loss: 0.031168 | Time: 2065.95 ms
[2022-03-03 12:26:23 main:574] : INFO : Epoch 1704 | loss: 0.0311288 | val_loss: 0.0311659 | Time: 2054.43 ms
[2022-03-03 12:26:25 main:574] : INFO : Epoch 1705 | loss: 0.0311312 | val_loss: 0.0311673 | Time: 2038.81 ms
[2022-03-03 12:26:27 main:574] : INFO : Epoch 1706 | loss: 0.0311339 | val_loss: 0.0311722 | Time: 2037.98 ms
[2022-03-03 12:26:29 main:574] : INFO : Epoch 1707 | loss: 0.0311316 | val_loss: 0.0311697 | Time: 2021.91 ms
[2022-03-03 12:26:31 main:574] : INFO : Epoch 1708 | loss: 0.0311315 | val_loss: 0.0311651 | Time: 2019.78 ms
[2022-03-03 12:26:33 main:574] : INFO : Epoch 1709 | loss: 0.0311303 | val_loss: 0.0311658 | Time: 2020.43 ms
[2022-03-03 12:26:36 main:574] : INFO : Epoch 1710 | loss: 0.0311289 | val_loss: 0.0311713 | Time: 2030.72 ms
[2022-03-03 12:26:38 main:574] : INFO : Epoch 1711 | loss: 0.031134 | val_loss: 0.0311605 | Time: 2037.78 ms
[2022-03-03 12:26:40 main:574] : INFO : Epoch 1712 | loss: 0.0311332 | val_loss: 0.031165 | Time: 2051.17 ms
[2022-03-03 12:26:42 main:574] : INFO : Epoch 1713 | loss: 0.031132 | val_loss: 0.0311633 | Time: 1999.98 ms
[2022-03-03 12:26:44 main:574] : INFO : Epoch 1714 | loss: 0.0311308 | val_loss: 0.03117 | Time: 2041.65 ms
[2022-03-03 12:26:46 main:574] : INFO : Epoch 1715 | loss: 0.0311324 | val_loss: 0.0311616 | Time: 2063.2 ms
[2022-03-03 12:26:49 main:574] : INFO : Epoch 1716 | loss: 0.0311315 | val_loss: 0.0311847 | Time: 2057.2 ms
[2022-03-03 12:26:51 main:574] : INFO : Epoch 1717 | loss: 0.0311422 | val_loss: 0.0311697 | Time: 2043.86 ms
[2022-03-03 12:26:53 main:574] : INFO : Epoch 1718 | loss: 0.0311439 | val_loss: 0.0311712 | Time: 2071.81 ms
[2022-03-03 12:26:55 main:574] : INFO : Epoch 1719 | loss: 0.031145 | val_loss: 0.031172 | Time: 2066.4 ms
[2022-03-03 12:26:57 main:574] : INFO : Epoch 1720 | loss: 0.0311392 | val_loss: 0.0311605 | Time: 2026.37 ms
[2022-03-03 12:26:59 main:574] : INFO : Epoch 1721 | loss: 0.0311374 | val_loss: 0.0311648 | Time: 2052.66 ms
[2022-03-03 12:27:02 main:574] : INFO : Epoch 1722 | loss: 0.031137 | val_loss: 0.0311704 | Time: 2037.59 ms
[2022-03-03 12:27:04 main:574] : INFO : Epoch 1723 | loss: 0.0311368 | val_loss: 0.0311609 | Time: 2022.12 ms
[2022-03-03 12:27:06 main:574] : INFO : Epoch 1724 | loss: 0.0311352 | val_loss: 0.031159 | Time: 2051.41 ms
[2022-03-03 12:27:08 main:574] : INFO : Epoch 1725 | loss: 0.0311348 | val_loss: 0.0311646 | Time: 2038.39 ms
[2022-03-03 12:27:10 main:574] : INFO : Epoch 1726 | loss: 0.0311341 | val_loss: 0.0311682 | Time: 2021.51 ms
[2022-03-03 12:27:12 main:574] : INFO : Epoch 1727 | loss: 0.0311366 | val_loss: 0.0311609 | Time: 2066.07 ms
[2022-03-03 12:27:14 main:574] : INFO : Epoch 1728 | loss: 0.0311347 | val_loss: 0.0311692 | Time: 2048.1 ms
[2022-03-03 12:27:16 main:574] : INFO : Epoch 1729 | loss: 0.031135 | val_loss: 0.0311623 | Time: 2007.15 ms
[2022-03-03 12:27:19 main:574] : INFO : Epoch 1730 | loss: 0.031143 | val_loss: 0.0311616 | Time: 2023.91 ms
[2022-03-03 12:27:21 main:574] : INFO : Epoch 1731 | loss: 0.0311435 | val_loss: 0.0311592 | Time: 2049.41 ms
[2022-03-03 12:27:23 main:574] : INFO : Epoch 1732 | loss: 0.0311384 | val_loss: 0.0311592 | Time: 2055.33 ms
[2022-03-03 12:27:25 main:574] : INFO : Epoch 1733 | loss: 0.0311404 | val_loss: 0.0311616 | Time: 2038.02 ms
[2022-03-03 12:27:27 main:574] : INFO : Epoch 1734 | loss: 0.031136 | val_loss: 0.0311628 | Time: 2041.78 ms
[2022-03-03 12:27:29 main:574] : INFO : Epoch 1735 | loss: 0.0311361 | val_loss: 0.0311634 | Time: 2042.82 ms
[2022-03-03 12:27:31 main:574] : INFO : Epoch 1736 | loss: 0.0311363 | val_loss: 0.031164 | Time: 2001.5 ms
[2022-03-03 12:27:34 main:574] : INFO : Epoch 1737 | loss: 0.0311362 | val_loss: 0.0311663 | Time: 2024.51 ms
[2022-03-03 12:27:36 main:574] : INFO : Epoch 1738 | loss: 0.0311397 | val_loss: 0.0311601 | Time: 2064.06 ms
[2022-03-03 12:27:38 main:574] : INFO : Epoch 1739 | loss: 0.0311325 | val_loss: 0.0311619 | Time: 2046.87 ms
[2022-03-03 12:27:40 main:574] : INFO : Epoch 1740 | loss: 0.0311362 | val_loss: 0.0311733 | Time: 2046.12 ms
[2022-03-03 12:27:42 main:574] : INFO : Epoch 1741 | loss: 0.0311446 | val_loss: 0.0311593 | Time: 2068.58 ms
[2022-03-03 12:27:44 main:574] : INFO : Epoch 1742 | loss: 0.0311396 | val_loss: 0.0311564 | Time: 2009.78 ms
[2022-03-03 12:27:46 main:574] : INFO : Epoch 1743 | loss: 0.0311431 | val_loss: 0.0311798 | Time: 2029.34 ms
[2022-03-03 12:27:48 main:574] : INFO : Epoch 1744 | loss: 0.0311818 | val_loss: 0.0312982 | Time: 2028.67 ms
[2022-03-03 12:27:50 main:574] : INFO : Epoch 1745 | loss: 0.0387662 | val_loss: 0.0345703 | Time: 2030.96 ms
[2022-03-03 12:27:53 main:574] : INFO : Epoch 1746 | loss: 0.0343219 | val_loss: 0.032441 | Time: 2019.26 ms
[2022-03-03 12:27:55 main:574] : INFO : Epoch 1747 | loss: 0.0318756 | val_loss: 0.0314713 | Time: 2049.24 ms
[2022-03-03 12:27:57 main:574] : INFO : Epoch 1748 | loss: 0.0313208 | val_loss: 0.0312518 | Time: 2024.77 ms
[2022-03-03 12:27:59 main:574] : INFO : Epoch 1749 | loss: 0.0312168 | val_loss: 0.0311974 | Time: 2061.82 ms
[2022-03-03 12:28:01 main:574] : INFO : Epoch 1750 | loss: 0.0311763 | val_loss: 0.0311703 | Time: 2049.27 ms
[2022-03-03 12:28:03 main:574] : INFO : Epoch 1751 | loss: 0.0311584 | val_loss: 0.031168 | Time: 2062.25 ms
[2022-03-03 12:28:05 main:574] : INFO : Epoch 1752 | loss: 0.0311495 | val_loss: 0.0311613 | Time: 2047.12 ms
[2022-03-03 12:28:08 main:574] : INFO : Epoch 1753 | loss: 0.031145 | val_loss: 0.0311602 | Time: 2013.12 ms
[2022-03-03 12:28:10 main:574] : INFO : Epoch 1754 | loss: 0.0311438 | val_loss: 0.0311587 | Time: 2043.1 ms
[2022-03-03 12:28:12 main:574] : INFO : Epoch 1755 | loss: 0.0311428 | val_loss: 0.0311606 | Time: 2103.4 ms
[2022-03-03 12:28:14 main:574] : INFO : Epoch 1756 | loss: 0.0311399 | val_loss: 0.0311585 | Time: 2012.92 ms
[2022-03-03 12:28:16 main:574] : INFO : Epoch 1757 | loss: 0.0311378 | val_loss: 0.0311599 | Time: 2013.51 ms
[2022-03-03 12:28:18 main:574] : INFO : Epoch 1758 | loss: 0.0311367 | val_loss: 0.0311619 | Time: 2059.43 ms
[2022-03-03 12:28:20 main:574] : INFO : Epoch 1759 | loss: 0.0311361 | val_loss: 0.0311603 | Time: 2050.01 ms
[2022-03-03 12:28:22 main:574] : INFO : Epoch 1760 | loss: 0.0311358 | val_loss: 0.0311609 | Time: 2039.94 ms
[2022-03-03 12:28:25 main:574] : INFO : Epoch 1761 | loss: 0.0311354 | val_loss: 0.031161 | Time: 2013.71 ms
[2022-03-03 12:28:27 main:574] : INFO : Epoch 1762 | loss: 0.0311342 | val_loss: 0.0311577 | Time: 2025.36 ms
[2022-03-03 12:28:29 main:574] : INFO : Epoch 1763 | loss: 0.0311339 | val_loss: 0.0311574 | Time: 2016.65 ms
[2022-03-03 12:28:31 main:574] : INFO : Epoch 1764 | loss: 0.0311327 | val_loss: 0.0311586 | Time: 2028.77 ms
[2022-03-03 12:28:33 main:574] : INFO : Epoch 1765 | loss: 0.0311323 | val_loss: 0.0311567 | Time: 2026.77 ms
[2022-03-03 12:28:35 main:574] : INFO : Epoch 1766 | loss: 0.0311331 | val_loss: 0.0311592 | Time: 2034.8 ms
[2022-03-03 12:28:37 main:574] : INFO : Epoch 1767 | loss: 0.031133 | val_loss: 0.0311595 | Time: 1991.54 ms
[2022-03-03 12:28:39 main:574] : INFO : Epoch 1768 | loss: 0.0311331 | val_loss: 0.0311581 | Time: 2012.47 ms
[2022-03-03 12:28:42 main:574] : INFO : Epoch 1769 | loss: 0.0311456 | val_loss: 0.031166 | Time: 2019.04 ms
[2022-03-03 12:28:44 main:574] : INFO : Epoch 1770 | loss: 0.0311551 | val_loss: 0.0311667 | Time: 2022.03 ms
[2022-03-03 12:28:46 main:574] : INFO : Epoch 1771 | loss: 0.0311543 | val_loss: 0.0311599 | Time: 2024.17 ms
[2022-03-03 12:28:48 main:574] : INFO : Epoch 1772 | loss: 0.0311492 | val_loss: 0.031159 | Time: 2036.1 ms
[2022-03-03 12:28:50 main:574] : INFO : Epoch 1773 | loss: 0.0311462 | val_loss: 0.0311592 | Time: 2087.87 ms
[2022-03-03 12:28:52 main:574] : INFO : Epoch 1774 | loss: 0.0311439 | val_loss: 0.031161 | Time: 2020.81 ms
[2022-03-03 12:28:54 main:574] : INFO : Epoch 1775 | loss: 0.0311434 | val_loss: 0.0311663 | Time: 2032.31 ms
[2022-03-03 12:28:57 main:574] : INFO : Epoch 1776 | loss: 0.0311429 | val_loss: 0.031158 | Time: 2778.88 ms
[2022-03-03 12:29:00 main:574] : INFO : Epoch 1777 | loss: 0.0311402 | val_loss: 0.0311583 | Time: 2149.52 ms
[2022-03-03 12:29:02 main:574] : INFO : Epoch 1778 | loss: 0.0311393 | val_loss: 0.0311593 | Time: 2019.76 ms
[2022-03-03 12:29:04 main:574] : INFO : Epoch 1779 | loss: 0.0311407 | val_loss: 0.0311612 | Time: 2034.94 ms
[2022-03-03 12:29:06 main:574] : INFO : Epoch 1780 | loss: 0.0311394 | val_loss: 0.0311596 | Time: 2039.35 ms
[2022-03-03 12:29:08 main:574] : INFO : Epoch 1781 | loss: 0.0311384 | val_loss: 0.0311618 | Time: 2049.08 ms
[2022-03-03 12:29:10 main:574] : INFO : Epoch 1782 | loss: 0.0311384 | val_loss: 0.0311669 | Time: 2076.83 ms
[2022-03-03 12:29:12 main:574] : INFO : Epoch 1783 | loss: 0.031138 | val_loss: 0.03116 | Time: 2050.45 ms
[2022-03-03 12:29:14 main:574] : INFO : Epoch 1784 | loss: 0.0311362 | val_loss: 0.0311627 | Time: 2016.14 ms
[2022-03-03 12:29:17 main:574] : INFO : Epoch 1785 | loss: 0.0311352 | val_loss: 0.03116 | Time: 2045.73 ms
[2022-03-03 12:29:19 main:574] : INFO : Epoch 1786 | loss: 0.0311343 | val_loss: 0.031159 | Time: 2006.97 ms
[2022-03-03 12:29:21 main:574] : INFO : Epoch 1787 | loss: 0.0311342 | val_loss: 0.0311595 | Time: 2049.27 ms
[2022-03-03 12:29:23 main:574] : INFO : Epoch 1788 | loss: 0.0311335 | val_loss: 0.0311588 | Time: 2043.07 ms
[2022-03-03 12:29:25 main:574] : INFO : Epoch 1789 | loss: 0.0311329 | val_loss: 0.0311636 | Time: 2026.04 ms
[2022-03-03 12:29:27 main:574] : INFO : Epoch 1790 | loss: 0.0311369 | val_loss: 0.0311637 | Time: 2053.43 ms
[2022-03-03 12:29:29 main:574] : INFO : Epoch 1791 | loss: 0.0311342 | val_loss: 0.0311619 | Time: 2039.93 ms
[2022-03-03 12:29:32 main:574] : INFO : Epoch 1792 | loss: 0.0311342 | val_loss: 0.0311599 | Time: 2016.64 ms
[2022-03-03 12:29:34 main:574] : INFO : Epoch 1793 | loss: 0.0311337 | val_loss: 0.0311582 | Time: 2017.32 ms
[2022-03-03 12:29:36 main:574] : INFO : Epoch 1794 | loss: 0.0311312 | val_loss: 0.03116 | Time: 2051.77 ms
[2022-03-03 12:29:38 main:574] : INFO : Epoch 1795 | loss: 0.0311341 | val_loss: 0.0311675 | Time: 2015.55 ms
[2022-03-03 12:29:40 main:574] : INFO : Epoch 1796 | loss: 0.031134 | val_loss: 0.0311645 | Time: 2008.22 ms
[2022-03-03 12:29:42 main:574] : INFO : Epoch 1797 | loss: 0.031133 | val_loss: 0.0311614 | Time: 2054.83 ms
[2022-03-03 12:29:44 main:574] : INFO : Epoch 1798 | loss: 0.0311328 | val_loss: 0.0311634 | Time: 2041.87 ms
[2022-03-03 12:29:46 main:574] : INFO : Epoch 1799 | loss: 0.0311328 | val_loss: 0.0311631 | Time: 2048.1 ms
[2022-03-03 12:29:49 main:574] : INFO : Epoch 1800 | loss: 0.0311335 | val_loss: 0.0311592 | Time: 2069.37 ms
[2022-03-03 12:29:51 main:574] : INFO : Epoch 1801 | loss: 0.0311311 | val_loss: 0.0311577 | Time: 2028.26 ms
[2022-03-03 12:29:53 main:574] : INFO : Epoch 1802 | loss: 0.03113 | val_loss: 0.0311598 | Time: 2020.83 ms
[2022-03-03 12:29:55 main:574] : INFO : Epoch 1803 | loss: 0.0311302 | val_loss: 0.0311615 | Time: 2001.17 ms
[2022-03-03 12:29:57 main:574] : INFO : Epoch 1804 | loss: 0.0311292 | val_loss: 0.031164 | Time: 2024.58 ms
[2022-03-03 12:29:59 main:574] : INFO : Epoch 1805 | loss: 0.0311325 | val_loss: 0.0311622 | Time: 2030.24 ms
[2022-03-03 12:30:01 main:574] : INFO : Epoch 1806 | loss: 0.0311294 | val_loss: 0.031162 | Time: 2029.24 ms
[2022-03-03 12:30:03 main:574] : INFO : Epoch 1807 | loss: 0.0311305 | val_loss: 0.0311604 | Time: 2024.51 ms
[2022-03-03 12:30:06 main:574] : INFO : Epoch 1808 | loss: 0.0311318 | val_loss: 0.0311642 | Time: 2040.5 ms
[2022-03-03 12:30:08 main:574] : INFO : Epoch 1809 | loss: 0.0311297 | val_loss: 0.0311622 | Time: 2029.25 ms
[2022-03-03 12:30:10 main:574] : INFO : Epoch 1810 | loss: 0.03113 | val_loss: 0.0311643 | Time: 2036.87 ms
[2022-03-03 12:30:12 main:574] : INFO : Epoch 1811 | loss: 0.0311317 | val_loss: 0.0311623 | Time: 2024.52 ms
[2022-03-03 12:30:14 main:574] : INFO : Epoch 1812 | loss: 0.0311314 | val_loss: 0.0311669 | Time: 2039.72 ms
[2022-03-03 12:30:16 main:574] : INFO : Epoch 1813 | loss: 0.0311304 | val_loss: 0.0311634 | Time: 2006.17 ms
[2022-03-03 12:30:18 main:574] : INFO : Epoch 1814 | loss: 0.0311294 | val_loss: 0.0311652 | Time: 2048.74 ms
[2022-03-03 12:30:20 main:574] : INFO : Epoch 1815 | loss: 0.0311284 | val_loss: 0.0311642 | Time: 2039.31 ms
[2022-03-03 12:30:23 main:574] : INFO : Epoch 1816 | loss: 0.0311276 | val_loss: 0.031163 | Time: 2026.58 ms
[2022-03-03 12:30:25 main:574] : INFO : Epoch 1817 | loss: 0.0311278 | val_loss: 0.031167 | Time: 2000.64 ms
[2022-03-03 12:30:27 main:574] : INFO : Epoch 1818 | loss: 0.0311291 | val_loss: 0.0311633 | Time: 2028.6 ms
[2022-03-03 12:30:29 main:574] : INFO : Epoch 1819 | loss: 0.0311267 | val_loss: 0.0311638 | Time: 2061.47 ms
[2022-03-03 12:30:31 main:574] : INFO : Epoch 1820 | loss: 0.0311261 | val_loss: 0.031162 | Time: 2050.99 ms
[2022-03-03 12:30:33 main:574] : INFO : Epoch 1821 | loss: 0.0311275 | val_loss: 0.0311618 | Time: 2056.52 ms
[2022-03-03 12:30:35 main:574] : INFO : Epoch 1822 | loss: 0.0311266 | val_loss: 0.0311665 | Time: 2035.04 ms
[2022-03-03 12:30:37 main:574] : INFO : Epoch 1823 | loss: 0.0311329 | val_loss: 0.0311607 | Time: 1997.74 ms
[2022-03-03 12:30:40 main:574] : INFO : Epoch 1824 | loss: 0.03113 | val_loss: 0.0311657 | Time: 2063.16 ms
[2022-03-03 12:30:42 main:574] : INFO : Epoch 1825 | loss: 0.0311286 | val_loss: 0.0311625 | Time: 2028.92 ms
[2022-03-03 12:30:44 main:574] : INFO : Epoch 1826 | loss: 0.0311366 | val_loss: 0.0311585 | Time: 2031.13 ms
[2022-03-03 12:30:46 main:574] : INFO : Epoch 1827 | loss: 0.0311322 | val_loss: 0.0311625 | Time: 2024.19 ms
[2022-03-03 12:30:48 main:574] : INFO : Epoch 1828 | loss: 0.0311325 | val_loss: 0.0311622 | Time: 2066.84 ms
[2022-03-03 12:30:50 main:574] : INFO : Epoch 1829 | loss: 0.0311333 | val_loss: 0.0311617 | Time: 2049.24 ms
[2022-03-03 12:30:52 main:574] : INFO : Epoch 1830 | loss: 0.0311288 | val_loss: 0.0311608 | Time: 2056.02 ms
[2022-03-03 12:30:54 main:574] : INFO : Epoch 1831 | loss: 0.031128 | val_loss: 0.0311607 | Time: 2010.75 ms
[2022-03-03 12:30:56 main:574] : INFO : Epoch 1832 | loss: 0.0311282 | val_loss: 0.0311655 | Time: 2028.46 ms
[2022-03-03 12:30:59 main:574] : INFO : Epoch 1833 | loss: 0.0311302 | val_loss: 0.0311611 | Time: 2011.75 ms
[2022-03-03 12:31:01 main:574] : INFO : Epoch 1834 | loss: 0.0311312 | val_loss: 0.0311607 | Time: 2021.9 ms
[2022-03-03 12:31:03 main:574] : INFO : Epoch 1835 | loss: 0.0311297 | val_loss: 0.0311611 | Time: 2028.45 ms
[2022-03-03 12:31:05 main:574] : INFO : Epoch 1836 | loss: 0.0311339 | val_loss: 0.0311591 | Time: 2012.68 ms
[2022-03-03 12:31:07 main:574] : INFO : Epoch 1837 | loss: 0.0311301 | val_loss: 0.0311648 | Time: 2020.94 ms
[2022-03-03 12:31:09 main:574] : INFO : Epoch 1838 | loss: 0.0311316 | val_loss: 0.0311622 | Time: 2032.29 ms
[2022-03-03 12:31:11 main:574] : INFO : Epoch 1839 | loss: 0.0311327 | val_loss: 0.0311683 | Time: 2014.1 ms
[2022-03-03 12:31:13 main:574] : INFO : Epoch 1840 | loss: 0.0311301 | val_loss: 0.0311594 | Time: 2011.47 ms
[2022-03-03 12:31:16 main:574] : INFO : Epoch 1841 | loss: 0.0311274 | val_loss: 0.0311629 | Time: 2079.33 ms
[2022-03-03 12:31:18 main:574] : INFO : Epoch 1842 | loss: 0.0311271 | val_loss: 0.0311636 | Time: 2202.95 ms
[2022-03-03 12:31:20 main:574] : INFO : Epoch 1843 | loss: 0.0311287 | val_loss: 0.03116 | Time: 2102.7 ms
[2022-03-03 12:31:22 main:574] : INFO : Epoch 1844 | loss: 0.0311284 | val_loss: 0.0311594 | Time: 2056.85 ms
[2022-03-03 12:31:24 main:574] : INFO : Epoch 1845 | loss: 0.0311277 | val_loss: 0.0311597 | Time: 2027.76 ms
[2022-03-03 12:31:26 main:574] : INFO : Epoch 1846 | loss: 0.0311274 | val_loss: 0.0311611 | Time: 2064.87 ms
[2022-03-03 12:31:29 main:574] : INFO : Epoch 1847 | loss: 0.0311264 | val_loss: 0.0311632 | Time: 2045.96 ms
[2022-03-03 12:31:31 main:574] : INFO : Epoch 1848 | loss: 0.0311289 | val_loss: 0.0311621 | Time: 2016.8 ms
[2022-03-03 12:31:33 main:574] : INFO : Epoch 1849 | loss: 0.0311261 | val_loss: 0.0311626 | Time: 2027.43 ms
[2022-03-03 12:31:35 main:574] : INFO : Epoch 1850 | loss: 0.0311259 | val_loss: 0.0311597 | Time: 2022.1 ms
[2022-03-03 12:31:37 main:574] : INFO : Epoch 1851 | loss: 0.0311249 | val_loss: 0.0311665 | Time: 2020.15 ms
[2022-03-03 12:31:39 main:574] : INFO : Epoch 1852 | loss: 0.0311275 | val_loss: 0.0311655 | Time: 2054.35 ms
[2022-03-03 12:31:42 main:574] : INFO : Epoch 1853 | loss: 0.0311247 | val_loss: 0.0311601 | Time: 2032.01 ms
[2022-03-03 12:31:44 main:574] : INFO : Epoch 1854 | loss: 0.031123 | val_loss: 0.0311589 | Time: 2042.64 ms
[2022-03-03 12:31:46 main:574] : INFO : Epoch 1855 | loss: 0.0311296 | val_loss: 0.0311641 | Time: 2028.52 ms
[2022-03-03 12:31:48 main:574] : INFO : Epoch 1856 | loss: 0.0311247 | val_loss: 0.0311605 | Time: 2040.6 ms
[2022-03-03 12:31:50 main:574] : INFO : Epoch 1857 | loss: 0.031125 | val_loss: 0.0311667 | Time: 2039.42 ms
[2022-03-03 12:31:52 main:574] : INFO : Epoch 1858 | loss: 0.031128 | val_loss: 0.0311593 | Time: 2010.41 ms
[2022-03-03 12:31:55 main:574] : INFO : Epoch 1859 | loss: 0.0311284 | val_loss: 0.0311607 | Time: 2084.66 ms
[2022-03-03 12:31:57 main:574] : INFO : Epoch 1860 | loss: 0.0311231 | val_loss: 0.0311604 | Time: 2184.33 ms
[2022-03-03 12:31:59 main:574] : INFO : Epoch 1861 | loss: 0.031125 | val_loss: 0.0311642 | Time: 2103.65 ms
[2022-03-03 12:32:01 main:574] : INFO : Epoch 1862 | loss: 0.0311254 | val_loss: 0.0311648 | Time: 2187.71 ms
[2022-03-03 12:32:04 main:574] : INFO : Epoch 1863 | loss: 0.0311254 | val_loss: 0.03116 | Time: 2152.36 ms
[2022-03-03 12:32:06 main:574] : INFO : Epoch 1864 | loss: 0.031125 | val_loss: 0.0311613 | Time: 2138.84 ms
[2022-03-03 12:32:08 main:574] : INFO : Epoch 1865 | loss: 0.0311266 | val_loss: 0.0311583 | Time: 2158.96 ms
[2022-03-03 12:32:10 main:574] : INFO : Epoch 1866 | loss: 0.0311234 | val_loss: 0.031162 | Time: 2163.16 ms
[2022-03-03 12:32:13 main:574] : INFO : Epoch 1867 | loss: 0.0311285 | val_loss: 0.0311677 | Time: 2121.97 ms
[2022-03-03 12:32:15 main:574] : INFO : Epoch 1868 | loss: 0.0311285 | val_loss: 0.0311578 | Time: 2167.55 ms
[2022-03-03 12:32:17 main:574] : INFO : Epoch 1869 | loss: 0.0311268 | val_loss: 0.0311594 | Time: 2113.47 ms
[2022-03-03 12:32:19 main:574] : INFO : Epoch 1870 | loss: 0.0311252 | val_loss: 0.0311615 | Time: 2128.46 ms
[2022-03-03 12:32:22 main:574] : INFO : Epoch 1871 | loss: 0.0311244 | val_loss: 0.0311719 | Time: 2142.52 ms
[2022-03-03 12:32:24 main:574] : INFO : Epoch 1872 | loss: 0.0311378 | val_loss: 0.0311614 | Time: 2130.26 ms
[2022-03-03 12:32:26 main:574] : INFO : Epoch 1873 | loss: 0.0311293 | val_loss: 0.0311584 | Time: 2072.14 ms
[2022-03-03 12:32:28 main:574] : INFO : Epoch 1874 | loss: 0.0311303 | val_loss: 0.0311618 | Time: 2101.29 ms
[2022-03-03 12:32:30 main:574] : INFO : Epoch 1875 | loss: 0.0311286 | val_loss: 0.0311643 | Time: 2071.86 ms
[2022-03-03 12:32:32 main:574] : INFO : Epoch 1876 | loss: 0.0311325 | val_loss: 0.0311604 | Time: 2083.13 ms
[2022-03-03 12:32:35 main:574] : INFO : Epoch 1877 | loss: 0.0311337 | val_loss: 0.0311596 | Time: 2089.6 ms
[2022-03-03 12:32:37 main:574] : INFO : Epoch 1878 | loss: 0.0311276 | val_loss: 0.0311638 | Time: 2140.38 ms
[2022-03-03 12:32:39 main:574] : INFO : Epoch 1879 | loss: 0.0311258 | val_loss: 0.0311606 | Time: 2093.59 ms
[2022-03-03 12:32:41 main:574] : INFO : Epoch 1880 | loss: 0.0311248 | val_loss: 0.0311638 | Time: 2150.08 ms
[2022-03-03 12:32:43 main:574] : INFO : Epoch 1881 | loss: 0.0311246 | val_loss: 0.0311654 | Time: 2133.96 ms
[2022-03-03 12:32:46 main:574] : INFO : Epoch 1882 | loss: 0.0311261 | val_loss: 0.0311661 | Time: 2195.67 ms
[2022-03-03 12:32:48 main:574] : INFO : Epoch 1883 | loss: 0.0311251 | val_loss: 0.0311637 | Time: 2226.12 ms
[2022-03-03 12:32:50 main:574] : INFO : Epoch 1884 | loss: 0.0311244 | val_loss: 0.0311613 | Time: 2189.55 ms
[2022-03-03 12:32:52 main:574] : INFO : Epoch 1885 | loss: 0.0311247 | val_loss: 0.0311625 | Time: 2096.93 ms
[2022-03-03 12:32:55 main:574] : INFO : Epoch 1886 | loss: 0.0311235 | val_loss: 0.0311598 | Time: 2219.4 ms
[2022-03-03 12:32:57 main:574] : INFO : Epoch 1887 | loss: 0.0311261 | val_loss: 0.0311625 | Time: 2197.3 ms
[2022-03-03 12:32:59 main:574] : INFO : Epoch 1888 | loss: 0.0311223 | val_loss: 0.0311634 | Time: 2139.23 ms
[2022-03-03 12:33:01 main:574] : INFO : Epoch 1889 | loss: 0.0311239 | val_loss: 0.0311623 | Time: 2112.95 ms
[2022-03-03 12:33:04 main:574] : INFO : Epoch 1890 | loss: 0.0311258 | val_loss: 0.0311657 | Time: 2134.7 ms
[2022-03-03 12:33:06 main:574] : INFO : Epoch 1891 | loss: 0.0311251 | val_loss: 0.0311629 | Time: 2133.36 ms
[2022-03-03 12:33:08 main:574] : INFO : Epoch 1892 | loss: 0.0311265 | val_loss: 0.0311599 | Time: 2134 ms
[2022-03-03 12:33:10 main:574] : INFO : Epoch 1893 | loss: 0.0311234 | val_loss: 0.031164 | Time: 2225.13 ms
[2022-03-03 12:33:13 main:574] : INFO : Epoch 1894 | loss: 0.0311228 | val_loss: 0.0311717 | Time: 2174.56 ms
[2022-03-03 12:33:15 main:574] : INFO : Epoch 1895 | loss: 0.0311252 | val_loss: 0.0311699 | Time: 2120.72 ms
[2022-03-03 12:33:17 main:574] : INFO : Epoch 1896 | loss: 0.0311262 | val_loss: 0.0311663 | Time: 2045.48 ms
[2022-03-03 12:33:19 main:574] : INFO : Epoch 1897 | loss: 0.0311218 | val_loss: 0.0311595 | Time: 2176.28 ms
[2022-03-03 12:33:21 main:574] : INFO : Epoch 1898 | loss: 0.03112 | val_loss: 0.0311624 | Time: 2203.18 ms
[2022-03-03 12:33:24 main:574] : INFO : Epoch 1899 | loss: 0.0311212 | val_loss: 0.0311594 | Time: 2212.78 ms
[2022-03-03 12:33:26 main:574] : INFO : Epoch 1900 | loss: 0.0311218 | val_loss: 0.0311645 | Time: 2196.46 ms
[2022-03-03 12:33:28 main:574] : INFO : Epoch 1901 | loss: 0.0311243 | val_loss: 0.0311639 | Time: 2200.6 ms
[2022-03-03 12:33:31 main:574] : INFO : Epoch 1902 | loss: 0.0311211 | val_loss: 0.0311637 | Time: 2214.39 ms
[2022-03-03 12:33:33 main:574] : INFO : Epoch 1903 | loss: 0.031126 | val_loss: 0.0311643 | Time: 2115.64 ms
[2022-03-03 12:33:35 main:574] : INFO : Epoch 1904 | loss: 0.0311262 | val_loss: 0.0311636 | Time: 2084.37 ms
[2022-03-03 12:33:37 main:574] : INFO : Epoch 1905 | loss: 0.0311232 | val_loss: 0.0311595 | Time: 2202.7 ms
[2022-03-03 12:33:39 main:574] : INFO : Epoch 1906 | loss: 0.0311243 | val_loss: 0.0311623 | Time: 2153.91 ms
[2022-03-03 12:33:42 main:574] : INFO : Epoch 1907 | loss: 0.0311223 | val_loss: 0.0311652 | Time: 2123.96 ms
[2022-03-03 12:33:44 main:574] : INFO : Epoch 1908 | loss: 0.0311216 | val_loss: 0.0311584 | Time: 2117.41 ms
[2022-03-03 12:33:46 main:574] : INFO : Epoch 1909 | loss: 0.0311224 | val_loss: 0.0311609 | Time: 2131.99 ms
[2022-03-03 12:33:48 main:574] : INFO : Epoch 1910 | loss: 0.0311244 | val_loss: 0.0311761 | Time: 2084.9 ms
[2022-03-03 12:33:50 main:574] : INFO : Epoch 1911 | loss: 0.0311276 | val_loss: 0.0311645 | Time: 2099.89 ms
[2022-03-03 12:33:53 main:574] : INFO : Epoch 1912 | loss: 0.0311243 | val_loss: 0.0311597 | Time: 2146.38 ms
[2022-03-03 12:33:55 main:574] : INFO : Epoch 1913 | loss: 0.0311256 | val_loss: 0.0311591 | Time: 2088.36 ms
[2022-03-03 12:33:57 main:574] : INFO : Epoch 1914 | loss: 0.0311221 | val_loss: 0.0311627 | Time: 2099.77 ms
[2022-03-03 12:33:59 main:574] : INFO : Epoch 1915 | loss: 0.0311275 | val_loss: 0.0311627 | Time: 2107.83 ms
[2022-03-03 12:34:01 main:574] : INFO : Epoch 1916 | loss: 0.0311227 | val_loss: 0.0311606 | Time: 2136.93 ms
[2022-03-03 12:34:03 main:574] : INFO : Epoch 1917 | loss: 0.0311225 | val_loss: 0.0311604 | Time: 2111.46 ms
[2022-03-03 12:34:06 main:574] : INFO : Epoch 1918 | loss: 0.031122 | val_loss: 0.0311602 | Time: 2147.64 ms
[2022-03-03 12:34:08 main:574] : INFO : Epoch 1919 | loss: 0.0311211 | val_loss: 0.0311648 | Time: 2088.22 ms
[2022-03-03 12:34:10 main:574] : INFO : Epoch 1920 | loss: 0.0311346 | val_loss: 0.0311672 | Time: 2107.23 ms
[2022-03-03 12:34:12 main:574] : INFO : Epoch 1921 | loss: 0.0311417 | val_loss: 0.0311603 | Time: 2148.53 ms
[2022-03-03 12:34:14 main:574] : INFO : Epoch 1922 | loss: 0.0311372 | val_loss: 0.0311588 | Time: 2141.64 ms
[2022-03-03 12:34:17 main:574] : INFO : Epoch 1923 | loss: 0.0311354 | val_loss: 0.0311607 | Time: 2136.9 ms
[2022-03-03 12:34:19 main:574] : INFO : Epoch 1924 | loss: 0.0311356 | val_loss: 0.0311608 | Time: 2149.13 ms
[2022-03-03 12:34:21 main:574] : INFO : Epoch 1925 | loss: 0.0311403 | val_loss: 0.0311607 | Time: 2127.5 ms
[2022-03-03 12:34:23 main:574] : INFO : Epoch 1926 | loss: 0.0311405 | val_loss: 0.0311644 | Time: 2125.86 ms
[2022-03-03 12:34:26 main:574] : INFO : Epoch 1927 | loss: 0.0311391 | val_loss: 0.0311644 | Time: 2173.25 ms
[2022-03-03 12:34:28 main:574] : INFO : Epoch 1928 | loss: 0.0311394 | val_loss: 0.031163 | Time: 2097.18 ms
[2022-03-03 12:34:30 main:574] : INFO : Epoch 1929 | loss: 0.0311367 | val_loss: 0.0311637 | Time: 2118.25 ms
[2022-03-03 12:34:32 main:574] : INFO : Epoch 1930 | loss: 0.0311349 | val_loss: 0.0311638 | Time: 2104.3 ms
[2022-03-03 12:34:34 main:574] : INFO : Epoch 1931 | loss: 0.0311372 | val_loss: 0.031169 | Time: 2098.99 ms
[2022-03-03 12:34:36 main:574] : INFO : Epoch 1932 | loss: 0.0311353 | val_loss: 0.0311628 | Time: 2118.91 ms
[2022-03-03 12:34:39 main:574] : INFO : Epoch 1933 | loss: 0.0311322 | val_loss: 0.0311622 | Time: 2024.66 ms
[2022-03-03 12:34:41 main:574] : INFO : Epoch 1934 | loss: 0.0311316 | val_loss: 0.0311683 | Time: 2022.46 ms
[2022-03-03 12:34:43 main:574] : INFO : Epoch 1935 | loss: 0.0311353 | val_loss: 0.0311738 | Time: 2088.12 ms
[2022-03-03 12:34:45 main:574] : INFO : Epoch 1936 | loss: 0.031139 | val_loss: 0.0311913 | Time: 2013.88 ms
[2022-03-03 12:34:47 main:574] : INFO : Epoch 1937 | loss: 0.0311395 | val_loss: 0.0311648 | Time: 2049.58 ms
[2022-03-03 12:34:49 main:574] : INFO : Epoch 1938 | loss: 0.0311303 | val_loss: 0.031164 | Time: 2051.49 ms
[2022-03-03 12:34:51 main:574] : INFO : Epoch 1939 | loss: 0.0311277 | val_loss: 0.0311678 | Time: 2052.79 ms
[2022-03-03 12:34:53 main:574] : INFO : Epoch 1940 | loss: 0.0311313 | val_loss: 0.0311614 | Time: 2065.15 ms
[2022-03-03 12:34:55 main:574] : INFO : Epoch 1941 | loss: 0.0311279 | val_loss: 0.0311642 | Time: 2021.27 ms
[2022-03-03 12:34:58 main:574] : INFO : Epoch 1942 | loss: 0.0311276 | val_loss: 0.0311629 | Time: 2035.8 ms
[2022-03-03 12:35:00 main:574] : INFO : Epoch 1943 | loss: 0.0311279 | val_loss: 0.0311649 | Time: 2127.27 ms
[2022-03-03 12:35:02 main:574] : INFO : Epoch 1944 | loss: 0.03113 | val_loss: 0.0311635 | Time: 2107.95 ms
[2022-03-03 12:35:04 main:574] : INFO : Epoch 1945 | loss: 0.0311257 | val_loss: 0.0311687 | Time: 2106.13 ms
[2022-03-03 12:35:07 main:574] : INFO : Epoch 1946 | loss: 0.0311303 | val_loss: 0.0311728 | Time: 3066.5 ms
[2022-03-03 12:35:10 main:574] : INFO : Epoch 1947 | loss: 0.0311294 | val_loss: 0.0311645 | Time: 2139.64 ms
[2022-03-03 12:35:12 main:574] : INFO : Epoch 1948 | loss: 0.0311258 | val_loss: 0.0311631 | Time: 2103.96 ms
[2022-03-03 12:35:14 main:574] : INFO : Epoch 1949 | loss: 0.0311268 | val_loss: 0.0311625 | Time: 2088.53 ms
[2022-03-03 12:35:16 main:574] : INFO : Epoch 1950 | loss: 0.0311261 | val_loss: 0.0311625 | Time: 2071.79 ms
[2022-03-03 12:35:18 main:574] : INFO : Epoch 1951 | loss: 0.031126 | val_loss: 0.0311673 | Time: 2081.02 ms
[2022-03-03 12:35:20 main:574] : INFO : Epoch 1952 | loss: 0.0311289 | val_loss: 0.031164 | Time: 2162.37 ms
[2022-03-03 12:35:23 main:574] : INFO : Epoch 1953 | loss: 0.0311319 | val_loss: 0.0311679 | Time: 2081.59 ms
[2022-03-03 12:35:25 main:574] : INFO : Epoch 1954 | loss: 0.0311309 | val_loss: 0.0311673 | Time: 2055.97 ms
[2022-03-03 12:35:27 main:574] : INFO : Epoch 1955 | loss: 0.0311282 | val_loss: 0.031166 | Time: 2044.81 ms
[2022-03-03 12:35:29 main:574] : INFO : Epoch 1956 | loss: 0.0311282 | val_loss: 0.0311688 | Time: 2068.61 ms
[2022-03-03 12:35:31 main:574] : INFO : Epoch 1957 | loss: 0.0311257 | val_loss: 0.0311668 | Time: 2049.41 ms
[2022-03-03 12:35:33 main:574] : INFO : Epoch 1958 | loss: 0.0311243 | val_loss: 0.0311658 | Time: 2026.29 ms
[2022-03-03 12:35:35 main:574] : INFO : Epoch 1959 | loss: 0.031125 | val_loss: 0.0311689 | Time: 2036.17 ms
[2022-03-03 12:35:37 main:574] : INFO : Epoch 1960 | loss: 0.0311292 | val_loss: 0.0311774 | Time: 2056.65 ms
[2022-03-03 12:35:39 main:574] : INFO : Epoch 1961 | loss: 0.0311322 | val_loss: 0.0311794 | Time: 2027.1 ms
[2022-03-03 12:35:42 main:574] : INFO : Epoch 1962 | loss: 0.0311277 | val_loss: 0.03117 | Time: 2044.15 ms
[2022-03-03 12:35:44 main:574] : INFO : Epoch 1963 | loss: 0.0311251 | val_loss: 0.0311706 | Time: 2028.61 ms
[2022-03-03 12:35:46 main:574] : INFO : Epoch 1964 | loss: 0.0311243 | val_loss: 0.0311686 | Time: 2039.78 ms
[2022-03-03 12:35:48 main:574] : INFO : Epoch 1965 | loss: 0.0311278 | val_loss: 0.0311694 | Time: 2027.78 ms
[2022-03-03 12:35:50 main:574] : INFO : Epoch 1966 | loss: 0.0311257 | val_loss: 0.0311767 | Time: 2026.63 ms
[2022-03-03 12:35:52 main:574] : INFO : Epoch 1967 | loss: 0.0311284 | val_loss: 0.0311652 | Time: 2063.25 ms
[2022-03-03 12:35:54 main:574] : INFO : Epoch 1968 | loss: 0.031124 | val_loss: 0.0311659 | Time: 2008.03 ms
[2022-03-03 12:35:56 main:574] : INFO : Epoch 1969 | loss: 0.031124 | val_loss: 0.0311659 | Time: 2033.34 ms
[2022-03-03 12:35:58 main:574] : INFO : Epoch 1970 | loss: 0.0311241 | val_loss: 0.0311794 | Time: 2069.01 ms
[2022-03-03 12:36:01 main:574] : INFO : Epoch 1971 | loss: 0.0311277 | val_loss: 0.0311808 | Time: 2024.96 ms
[2022-03-03 12:36:03 main:574] : INFO : Epoch 1972 | loss: 0.0311303 | val_loss: 0.0311735 | Time: 2081.17 ms
[2022-03-03 12:36:05 main:574] : INFO : Epoch 1973 | loss: 0.0311345 | val_loss: 0.031166 | Time: 2031.73 ms
[2022-03-03 12:36:07 main:574] : INFO : Epoch 1974 | loss: 0.0311303 | val_loss: 0.0311667 | Time: 2061.48 ms
[2022-03-03 12:36:09 main:574] : INFO : Epoch 1975 | loss: 0.0311314 | val_loss: 0.0311692 | Time: 2039.34 ms
[2022-03-03 12:36:11 main:574] : INFO : Epoch 1976 | loss: 0.0311302 | val_loss: 0.0311732 | Time: 2043.44 ms
[2022-03-03 12:36:13 main:574] : INFO : Epoch 1977 | loss: 0.031125 | val_loss: 0.0311644 | Time: 2036.3 ms
[2022-03-03 12:36:15 main:574] : INFO : Epoch 1978 | loss: 0.0311249 | val_loss: 0.0311679 | Time: 2020.89 ms
[2022-03-03 12:36:18 main:574] : INFO : Epoch 1979 | loss: 0.0311249 | val_loss: 0.0311648 | Time: 2033.17 ms
[2022-03-03 12:36:20 main:574] : INFO : Epoch 1980 | loss: 0.0311257 | val_loss: 0.0311725 | Time: 2048.96 ms
[2022-03-03 12:36:22 main:574] : INFO : Epoch 1981 | loss: 0.0311264 | val_loss: 0.0311847 | Time: 2036.3 ms
[2022-03-03 12:36:24 main:574] : INFO : Epoch 1982 | loss: 0.0311333 | val_loss: 0.0311715 | Time: 2023.77 ms
[2022-03-03 12:36:26 main:574] : INFO : Epoch 1983 | loss: 0.0311343 | val_loss: 0.0311728 | Time: 2027.75 ms
[2022-03-03 12:36:28 main:574] : INFO : Epoch 1984 | loss: 0.0311256 | val_loss: 0.0311689 | Time: 2023.72 ms
[2022-03-03 12:36:30 main:574] : INFO : Epoch 1985 | loss: 0.0311237 | val_loss: 0.0311664 | Time: 2028.48 ms
[2022-03-03 12:36:32 main:574] : INFO : Epoch 1986 | loss: 0.0311229 | val_loss: 0.0311664 | Time: 2027.54 ms
[2022-03-03 12:36:34 main:574] : INFO : Epoch 1987 | loss: 0.0311211 | val_loss: 0.0311645 | Time: 2031.76 ms
[2022-03-03 12:36:36 main:574] : INFO : Epoch 1988 | loss: 0.0311266 | val_loss: 0.0311782 | Time: 2003.61 ms
[2022-03-03 12:36:39 main:574] : INFO : Epoch 1989 | loss: 0.0311284 | val_loss: 0.0311692 | Time: 2053.47 ms
[2022-03-03 12:36:41 main:574] : INFO : Epoch 1990 | loss: 0.0311244 | val_loss: 0.031166 | Time: 2044.86 ms
[2022-03-03 12:36:43 main:574] : INFO : Epoch 1991 | loss: 0.0311211 | val_loss: 0.0311654 | Time: 2017.65 ms
[2022-03-03 12:36:45 main:574] : INFO : Epoch 1992 | loss: 0.0311227 | val_loss: 0.0311727 | Time: 2024.25 ms
[2022-03-03 12:36:47 main:574] : INFO : Epoch 1993 | loss: 0.0311257 | val_loss: 0.0311662 | Time: 2037.59 ms
[2022-03-03 12:36:49 main:574] : INFO : Epoch 1994 | loss: 0.0311234 | val_loss: 0.031169 | Time: 2036.91 ms
[2022-03-03 12:36:51 main:574] : INFO : Epoch 1995 | loss: 0.0311236 | val_loss: 0.0311672 | Time: 2019.55 ms
[2022-03-03 12:36:53 main:574] : INFO : Epoch 1996 | loss: 0.0311233 | val_loss: 0.0311652 | Time: 2035.04 ms
[2022-03-03 12:36:55 main:574] : INFO : Epoch 1997 | loss: 0.031133 | val_loss: 0.0311678 | Time: 2035.31 ms
[2022-03-03 12:36:58 main:574] : INFO : Epoch 1998 | loss: 0.0311257 | val_loss: 0.0311684 | Time: 2037.89 ms
[2022-03-03 12:37:00 main:574] : INFO : Epoch 1999 | loss: 0.0311269 | val_loss: 0.0311657 | Time: 2046.16 ms
[2022-03-03 12:37:02 main:574] : INFO : Epoch 2000 | loss: 0.0311275 | val_loss: 0.0311726 | Time: 2013.21 ms
[2022-03-03 12:37:04 main:574] : INFO : Epoch 2001 | loss: 0.0311305 | val_loss: 0.0311662 | Time: 2035.98 ms
[2022-03-03 12:37:06 main:574] : INFO : Epoch 2002 | loss: 0.0311313 | val_loss: 0.031166 | Time: 2053.66 ms
[2022-03-03 12:37:08 main:574] : INFO : Epoch 2003 | loss: 0.0311306 | val_loss: 0.0311696 | Time: 2044.78 ms
[2022-03-03 12:37:10 main:574] : INFO : Epoch 2004 | loss: 0.0311279 | val_loss: 0.0311648 | Time: 2050.68 ms
[2022-03-03 12:37:12 main:574] : INFO : Epoch 2005 | loss: 0.0311257 | val_loss: 0.0311643 | Time: 2015.01 ms
[2022-03-03 12:37:14 main:574] : INFO : Epoch 2006 | loss: 0.0311265 | val_loss: 0.0311676 | Time: 2031.15 ms
[2022-03-03 12:37:17 main:574] : INFO : Epoch 2007 | loss: 0.0311329 | val_loss: 0.0311662 | Time: 2024.14 ms
[2022-03-03 12:37:19 main:574] : INFO : Epoch 2008 | loss: 0.0311346 | val_loss: 0.031165 | Time: 2008.37 ms
[2022-03-03 12:37:21 main:574] : INFO : Epoch 2009 | loss: 0.0311299 | val_loss: 0.0311654 | Time: 2047.63 ms
[2022-03-03 12:37:23 main:574] : INFO : Epoch 2010 | loss: 0.0311305 | val_loss: 0.0311688 | Time: 2031.47 ms
[2022-03-03 12:37:25 main:574] : INFO : Epoch 2011 | loss: 0.03113 | val_loss: 0.031172 | Time: 2017.58 ms
[2022-03-03 12:37:27 main:574] : INFO : Epoch 2012 | loss: 0.0311357 | val_loss: 0.0311676 | Time: 2038.84 ms
[2022-03-03 12:37:29 main:574] : INFO : Epoch 2013 | loss: 0.0311292 | val_loss: 0.0311646 | Time: 2028.3 ms
[2022-03-03 12:37:31 main:574] : INFO : Epoch 2014 | loss: 0.0311251 | val_loss: 0.0311652 | Time: 2076.12 ms
[2022-03-03 12:37:33 main:574] : INFO : Epoch 2015 | loss: 0.0311264 | val_loss: 0.0311667 | Time: 2030.5 ms
[2022-03-03 12:37:35 main:574] : INFO : Epoch 2016 | loss: 0.0311262 | val_loss: 0.0311737 | Time: 2024.05 ms
[2022-03-03 12:37:38 main:574] : INFO : Epoch 2017 | loss: 0.0311233 | val_loss: 0.0311642 | Time: 2014.82 ms
[2022-03-03 12:37:40 main:574] : INFO : Epoch 2018 | loss: 0.0311221 | val_loss: 0.0311676 | Time: 2007.91 ms
[2022-03-03 12:37:42 main:574] : INFO : Epoch 2019 | loss: 0.0311258 | val_loss: 0.031168 | Time: 2029.76 ms
[2022-03-03 12:37:44 main:574] : INFO : Epoch 2020 | loss: 0.0311219 | val_loss: 0.0311713 | Time: 2024.04 ms
[2022-03-03 12:37:46 main:574] : INFO : Epoch 2021 | loss: 0.0311267 | val_loss: 0.031169 | Time: 2012.49 ms
[2022-03-03 12:37:48 main:574] : INFO : Epoch 2022 | loss: 0.0311261 | val_loss: 0.0311649 | Time: 2027.45 ms
[2022-03-03 12:37:50 main:574] : INFO : Epoch 2023 | loss: 0.0311261 | val_loss: 0.0311716 | Time: 2021.76 ms
[2022-03-03 12:37:52 main:574] : INFO : Epoch 2024 | loss: 0.0311265 | val_loss: 0.0311674 | Time: 2022.79 ms
[2022-03-03 12:37:54 main:574] : INFO : Epoch 2025 | loss: 0.031125 | val_loss: 0.0311645 | Time: 2054.15 ms
[2022-03-03 12:37:57 main:574] : INFO : Epoch 2026 | loss: 0.0311211 | val_loss: 0.0311681 | Time: 2028.69 ms
[2022-03-03 12:37:59 main:574] : INFO : Epoch 2027 | loss: 0.031126 | val_loss: 0.0311649 | Time: 2021.27 ms
[2022-03-03 12:38:01 main:574] : INFO : Epoch 2028 | loss: 0.0311258 | val_loss: 0.0311669 | Time: 2080.44 ms
[2022-03-03 12:38:03 main:574] : INFO : Epoch 2029 | loss: 0.0311353 | val_loss: 0.0311617 | Time: 2040.16 ms
[2022-03-03 12:38:05 main:574] : INFO : Epoch 2030 | loss: 0.0311382 | val_loss: 0.0311626 | Time: 2041.26 ms
[2022-03-03 12:38:07 main:574] : INFO : Epoch 2031 | loss: 0.0311271 | val_loss: 0.0311607 | Time: 2082.47 ms
[2022-03-03 12:38:09 main:574] : INFO : Epoch 2032 | loss: 0.031124 | val_loss: 0.0311626 | Time: 2032.47 ms
[2022-03-03 12:38:12 main:574] : INFO : Epoch 2033 | loss: 0.0311229 | val_loss: 0.0311617 | Time: 2052.54 ms
[2022-03-03 12:38:14 main:574] : INFO : Epoch 2034 | loss: 0.0311235 | val_loss: 0.0311685 | Time: 2087.44 ms
[2022-03-03 12:38:16 main:574] : INFO : Epoch 2035 | loss: 0.0311244 | val_loss: 0.031166 | Time: 2075.96 ms
[2022-03-03 12:38:18 main:574] : INFO : Epoch 2036 | loss: 0.0311232 | val_loss: 0.0311651 | Time: 2026.72 ms
[2022-03-03 12:38:20 main:574] : INFO : Epoch 2037 | loss: 0.0311205 | val_loss: 0.0311628 | Time: 2025.3 ms
[2022-03-03 12:38:22 main:574] : INFO : Epoch 2038 | loss: 0.0311197 | val_loss: 0.0311672 | Time: 2009.32 ms
[2022-03-03 12:38:24 main:574] : INFO : Epoch 2039 | loss: 0.0311233 | val_loss: 0.0311695 | Time: 2065.63 ms
[2022-03-03 12:38:26 main:574] : INFO : Epoch 2040 | loss: 0.0311298 | val_loss: 0.0311652 | Time: 2048.07 ms
[2022-03-03 12:38:28 main:574] : INFO : Epoch 2041 | loss: 0.0311256 | val_loss: 0.0311623 | Time: 2047.74 ms
[2022-03-03 12:38:31 main:574] : INFO : Epoch 2042 | loss: 0.0311269 | val_loss: 0.0311636 | Time: 2028.14 ms
[2022-03-03 12:38:33 main:574] : INFO : Epoch 2043 | loss: 0.0311261 | val_loss: 0.0311643 | Time: 2028.04 ms
[2022-03-03 12:38:35 main:574] : INFO : Epoch 2044 | loss: 0.0311205 | val_loss: 0.0311624 | Time: 2044.06 ms
[2022-03-03 12:38:37 main:574] : INFO : Epoch 2045 | loss: 0.0311221 | val_loss: 0.0311617 | Time: 2064.19 ms
[2022-03-03 12:38:39 main:574] : INFO : Epoch 2046 | loss: 0.0311214 | val_loss: 0.0311684 | Time: 2069.87 ms
[2022-03-03 12:38:41 main:574] : INFO : Epoch 2047 | loss: 0.0311329 | val_loss: 0.0311591 | Time: 2020.98 ms
[2022-03-03 12:38:43 main:574] : INFO : Epoch 2048 | loss: 0.0311256 | val_loss: 0.0311607 | Time: 2010.53 ms
[2022-03-03 12:38:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311607
[2022-03-03 12:38:43 main:603] : INFO : Saving end state to config to file
[2022-03-03 12:38:43 main:608] : INFO : Success, exiting..
12:38:44 (8940): 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)