Task 13536065
| Name | ParityModified-1647045081-18894-1-0_1 |
| Workunit | 10358341 |
| Created | 22 Mar 2022, 14:40:24 UTC |
| Sent | 22 Mar 2022, 17:41:41 UTC |
| Report deadline | 30 Mar 2022, 17:41:41 UTC |
| Received | 23 Mar 2022, 17:15:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21043 |
| Run time | 3 hours 11 min 2 sec |
| CPU time | 3 hours 5 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,104.09 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.76 GB |
| Peak swap size | 4.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0311233 | val_loss: 0.031188 | Time: 3344.81 ms [2022-03-23 17:47:40 main:574] : INFO : Epoch 1543 | loss: 0.0311199 | val_loss: 0.0311956 | Time: 3395.91 ms [2022-03-23 17:47:43 main:574] : INFO : Epoch 1544 | loss: 0.0311162 | val_loss: 0.0311933 | Time: 3312.36 ms [2022-03-23 17:47:47 main:574] : INFO : Epoch 1545 | loss: 0.0311196 | val_loss: 0.0312011 | Time: 3379.54 ms [2022-03-23 17:47:50 main:574] : INFO : Epoch 1546 | loss: 0.0311308 | val_loss: 0.0311893 | Time: 3299.37 ms [2022-03-23 17:47:53 main:574] : INFO : Epoch 1547 | loss: 0.0311211 | val_loss: 0.0311888 | Time: 3267.74 ms [2022-03-23 17:47:56 main:574] : INFO : Epoch 1548 | loss: 0.0311353 | val_loss: 0.0312058 | Time: 3331.93 ms [2022-03-23 17:48:00 main:574] : INFO : Epoch 1549 | loss: 0.031298 | val_loss: 0.0313297 | Time: 3408.16 ms [2022-03-23 17:48:03 main:574] : INFO : Epoch 1550 | loss: 0.0312416 | val_loss: 0.0311929 | Time: 3324.23 ms [2022-03-23 17:48:06 main:574] : INFO : Epoch 1551 | loss: 0.031179 | val_loss: 0.0311908 | Time: 3313.95 ms [2022-03-23 17:48:10 main:574] : INFO : Epoch 1552 | loss: 0.0311674 | val_loss: 0.0311682 | Time: 3257.24 ms [2022-03-23 17:48:13 main:574] : INFO : Epoch 1553 | loss: 0.031159 | val_loss: 0.0311707 | Time: 3307.1 ms [2022-03-23 17:48:16 main:574] : INFO : Epoch 1554 | loss: 0.0311578 | val_loss: 0.0311682 | Time: 3346.7 ms [2022-03-23 17:48:20 main:574] : INFO : Epoch 1555 | loss: 0.0311543 | val_loss: 0.0311707 | Time: 3465.56 ms [2022-03-23 17:48:23 main:574] : INFO : Epoch 1556 | loss: 0.0311529 | val_loss: 0.0311664 | Time: 3364.72 ms [2022-03-23 17:48:26 main:574] : INFO : Epoch 1557 | loss: 0.0311566 | val_loss: 0.0311723 | Time: 3261.2 ms [2022-03-23 17:48:30 main:574] : INFO : Epoch 1558 | loss: 0.031153 | val_loss: 0.0311706 | Time: 3200.33 ms [2022-03-23 17:48:33 main:574] : INFO : Epoch 1559 | loss: 0.0311527 | val_loss: 0.0311708 | Time: 3268.58 ms [2022-03-23 17:48:36 main:574] : INFO : Epoch 1560 | loss: 0.0311501 | val_loss: 0.0311682 | Time: 3300.11 ms [2022-03-23 17:48:40 main:574] : INFO : Epoch 1561 | loss: 0.0311476 | val_loss: 0.031168 | Time: 3314.8 ms [2022-03-23 17:48:43 main:574] : INFO : Epoch 1562 | loss: 0.0311471 | val_loss: 0.0311691 | Time: 3315.34 ms [2022-03-23 17:48:46 main:574] : INFO : Epoch 1563 | loss: 0.0311449 | val_loss: 0.0311716 | Time: 3280.29 ms [2022-03-23 17:48:49 main:574] : INFO : Epoch 1564 | loss: 0.0311446 | val_loss: 0.0311682 | Time: 3296.84 ms [2022-03-23 17:48:53 main:574] : INFO : Epoch 1565 | loss: 0.0311416 | val_loss: 0.0311759 | Time: 3302.01 ms [2022-03-23 17:48:56 main:574] : INFO : Epoch 1566 | loss: 0.0311412 | val_loss: 0.0311702 | Time: 3267.12 ms [2022-03-23 17:48:59 main:574] : INFO : Epoch 1567 | loss: 0.0311401 | val_loss: 0.0311696 | Time: 3324.33 ms [2022-03-23 17:49:03 main:574] : INFO : Epoch 1568 | loss: 0.0311432 | val_loss: 0.0311841 | Time: 3391.23 ms [2022-03-23 17:49:06 main:574] : INFO : Epoch 1569 | loss: 0.0311465 | val_loss: 0.0311691 | Time: 3632.71 ms [2022-03-23 17:49:10 main:574] : INFO : Epoch 1570 | loss: 0.031141 | val_loss: 0.031171 | Time: 3391.19 ms [2022-03-23 17:49:13 main:574] : INFO : Epoch 1571 | loss: 0.0311396 | val_loss: 0.0311701 | Time: 3241.68 ms [2022-03-23 17:49:16 main:574] : INFO : Epoch 1572 | loss: 0.0311387 | val_loss: 0.0311717 | Time: 3244.14 ms [2022-03-23 17:49:20 main:574] : INFO : Epoch 1573 | loss: 0.0311394 | val_loss: 0.0311736 | Time: 3334.7 ms [2022-03-23 17:49:23 main:574] : INFO : Epoch 1574 | loss: 0.031139 | val_loss: 0.0311714 | Time: 3328.11 ms [2022-03-23 17:49:26 main:574] : INFO : Epoch 1575 | loss: 0.0311415 | val_loss: 0.0311694 | Time: 3338.66 ms [2022-03-23 17:49:30 main:574] : INFO : Epoch 1576 | loss: 0.0311386 | val_loss: 0.0311676 | Time: 3322.74 ms [2022-03-23 17:49:33 main:574] : INFO : Epoch 1577 | loss: 0.0311389 | val_loss: 0.0311765 | Time: 3222.97 ms [2022-03-23 17:49:36 main:574] : INFO : Epoch 1578 | loss: 0.0311407 | val_loss: 0.0311805 | Time: 3245.44 ms [2022-03-23 17:49:39 main:574] : INFO : Epoch 1579 | loss: 0.031143 | val_loss: 0.0311699 | Time: 3411.75 ms [2022-03-23 17:49:43 main:574] : INFO : Epoch 1580 | loss: 0.0311443 | val_loss: 0.0311784 | Time: 3300.46 ms [2022-03-23 17:49:46 main:574] : INFO : Epoch 1581 | loss: 0.031142 | val_loss: 0.0311736 | Time: 3307 ms [2022-03-23 17:49:50 main:574] : INFO : Epoch 1582 | loss: 0.0311388 | val_loss: 0.031175 | Time: 3445.98 ms [2022-03-23 17:49:53 main:574] : INFO : Epoch 1583 | loss: 0.0311376 | val_loss: 0.0311701 | Time: 3247.91 ms [2022-03-23 17:49:56 main:574] : INFO : Epoch 1584 | loss: 0.0311359 | val_loss: 0.0311797 | Time: 3288.91 ms [2022-03-23 17:50:00 main:574] : INFO : Epoch 1585 | loss: 0.0311466 | val_loss: 0.0311762 | Time: 3499.52 ms [2022-03-23 17:50:03 main:574] : INFO : Epoch 1586 | loss: 0.0311462 | val_loss: 0.031175 | Time: 3281.64 ms [2022-03-23 17:50:06 main:574] : INFO : Epoch 1587 | loss: 0.0311436 | val_loss: 0.0311691 | Time: 3324.64 ms [2022-03-23 17:50:09 main:574] : INFO : Epoch 1588 | loss: 0.0311412 | val_loss: 0.0311676 | Time: 3287.22 ms [2022-03-23 17:50:13 main:574] : INFO : Epoch 1589 | loss: 0.0311376 | val_loss: 0.0311746 | Time: 3315.4 ms [2022-03-23 17:50:16 main:574] : INFO : Epoch 1590 | loss: 0.0311379 | val_loss: 0.0311688 | Time: 3364.51 ms [2022-03-23 17:50:20 main:574] : INFO : Epoch 1591 | loss: 0.0311359 | val_loss: 0.0311714 | Time: 3412.16 ms [2022-03-23 17:50:23 main:574] : INFO : Epoch 1592 | loss: 0.0311343 | val_loss: 0.0311695 | Time: 3358.72 ms [2022-03-23 17:50:26 main:574] : INFO : Epoch 1593 | loss: 0.0311375 | val_loss: 0.0311716 | Time: 3271.95 ms [2022-03-23 17:50:30 main:574] : INFO : Epoch 1594 | loss: 0.0311422 | val_loss: 0.0311708 | Time: 3320.27 ms [2022-03-23 17:50:33 main:574] : INFO : Epoch 1595 | loss: 0.0311372 | val_loss: 0.0311713 | Time: 3360.99 ms [2022-03-23 17:50:36 main:574] : INFO : Epoch 1596 | loss: 0.031137 | val_loss: 0.0311774 | Time: 3365.05 ms [2022-03-23 17:50:40 main:574] : INFO : Epoch 1597 | loss: 0.0311362 | val_loss: 0.0311833 | Time: 3330.3 ms [2022-03-23 17:50:43 main:574] : INFO : Epoch 1598 | loss: 0.031135 | val_loss: 0.0311723 | Time: 3237.25 ms [2022-03-23 17:50:46 main:574] : INFO : Epoch 1599 | loss: 0.0311322 | val_loss: 0.0311708 | Time: 3336.12 ms [2022-03-23 17:50:49 main:574] : INFO : Epoch 1600 | loss: 0.0311323 | val_loss: 0.0311762 | Time: 3305.41 ms [2022-03-23 17:50:53 main:574] : INFO : Epoch 1601 | loss: 0.0311324 | val_loss: 0.0311712 | Time: 3360.1 ms [2022-03-23 17:50:56 main:574] : INFO : Epoch 1602 | loss: 0.031133 | val_loss: 0.0311733 | Time: 3296.07 ms [2022-03-23 17:50:59 main:574] : INFO : Epoch 1603 | loss: 0.0311314 | val_loss: 0.0311746 | Time: 3323.21 ms [2022-03-23 17:51:03 main:574] : INFO : Epoch 1604 | loss: 0.0311317 | val_loss: 0.0311717 | Time: 3229.63 ms [2022-03-23 17:51:06 main:574] : INFO : Epoch 1605 | loss: 0.0311322 | val_loss: 0.0311794 | Time: 3316.22 ms [2022-03-23 17:51:09 main:574] : INFO : Epoch 1606 | loss: 0.0311321 | val_loss: 0.0311729 | Time: 3379 ms [2022-03-23 17:51:13 main:574] : INFO : Epoch 1607 | loss: 0.0311331 | val_loss: 0.0311816 | Time: 3198.86 ms [2022-03-23 17:51:16 main:574] : INFO : Epoch 1608 | loss: 0.0311395 | val_loss: 0.031173 | Time: 3276.33 ms [2022-03-23 17:51:19 main:574] : INFO : Epoch 1609 | loss: 0.0311373 | val_loss: 0.0311731 | Time: 3339.85 ms [2022-03-23 17:51:23 main:574] : INFO : Epoch 1610 | loss: 0.0311331 | val_loss: 0.0311733 | Time: 3355.51 ms [2022-03-23 17:51:26 main:574] : INFO : Epoch 1611 | loss: 0.0311323 | val_loss: 0.0311797 | Time: 3279.19 ms [2022-03-23 17:51:29 main:574] : INFO : Epoch 1612 | loss: 0.0311328 | val_loss: 0.0311784 | Time: 3271.28 ms [2022-03-23 17:51:32 main:574] : INFO : Epoch 1613 | loss: 0.031134 | val_loss: 0.0311745 | Time: 3273.44 ms [2022-03-23 17:51:36 main:574] : INFO : Epoch 1614 | loss: 0.0311313 | val_loss: 0.0311782 | Time: 3312.98 ms [2022-03-23 17:51:39 main:574] : INFO : Epoch 1615 | loss: 0.0311299 | val_loss: 0.0311758 | Time: 3468.87 ms [2022-03-23 17:51:43 main:574] : INFO : Epoch 1616 | loss: 0.0311275 | val_loss: 0.0311756 | Time: 3526.34 ms [2022-03-23 17:51:46 main:574] : INFO : Epoch 1617 | loss: 0.0311284 | val_loss: 0.03118 | Time: 3320.91 ms [2022-03-23 17:51:49 main:574] : INFO : Epoch 1618 | loss: 0.0311297 | val_loss: 0.0311796 | Time: 3220.64 ms [2022-03-23 17:51:53 main:574] : INFO : Epoch 1619 | loss: 0.0311263 | val_loss: 0.03118 | Time: 3290.36 ms [2022-03-23 17:51:56 main:574] : INFO : Epoch 1620 | loss: 0.0311254 | val_loss: 0.0311781 | Time: 3368.11 ms [2022-03-23 17:51:59 main:574] : INFO : Epoch 1621 | loss: 0.0311276 | val_loss: 0.0311752 | Time: 3473.31 ms [2022-03-23 17:52:03 main:574] : INFO : Epoch 1622 | loss: 0.0311293 | val_loss: 0.0311769 | Time: 3386.15 ms [2022-03-23 17:52:06 main:574] : INFO : Epoch 1623 | loss: 0.0311267 | val_loss: 0.0311766 | Time: 3417.22 ms [2022-03-23 17:52:10 main:574] : INFO : Epoch 1624 | loss: 0.031128 | val_loss: 0.0311766 | Time: 3334.31 ms [2022-03-23 17:52:13 main:574] : INFO : Epoch 1625 | loss: 0.0311336 | val_loss: 0.0311746 | Time: 3270.38 ms [2022-03-23 17:52:16 main:574] : INFO : Epoch 1626 | loss: 0.0311341 | val_loss: 0.0311754 | Time: 3385.79 ms [2022-03-23 17:52:20 main:574] : INFO : Epoch 1627 | loss: 0.0311282 | val_loss: 0.0311771 | Time: 3493.33 ms [2022-03-23 17:52:23 main:574] : INFO : Epoch 1628 | loss: 0.0311301 | val_loss: 0.031172 | Time: 3249.22 ms [2022-03-23 17:52:26 main:574] : INFO : Epoch 1629 | loss: 0.0311339 | val_loss: 0.0311769 | Time: 3321.91 ms [2022-03-23 17:52:30 main:574] : INFO : Epoch 1630 | loss: 0.0311312 | val_loss: 0.0311806 | Time: 3371.58 ms [2022-03-23 17:52:33 main:574] : INFO : Epoch 1631 | loss: 0.0311293 | val_loss: 0.0311796 | Time: 3327.07 ms [2022-03-23 17:52:36 main:574] : INFO : Epoch 1632 | loss: 0.031128 | val_loss: 0.0311716 | Time: 3326.22 ms [2022-03-23 17:52:40 main:574] : INFO : Epoch 1633 | loss: 0.0311291 | val_loss: 0.0311752 | Time: 3334.97 ms [2022-03-23 17:52:43 main:574] : INFO : Epoch 1634 | loss: 0.0311337 | val_loss: 0.0311742 | Time: 3262.21 ms [2022-03-23 17:52:46 main:574] : INFO : Epoch 1635 | loss: 0.0311319 | val_loss: 0.0311775 | Time: 3344.75 ms [2022-03-23 17:52:50 main:574] : INFO : Epoch 1636 | loss: 0.031131 | val_loss: 0.0311728 | Time: 3474.26 ms [2022-03-23 17:52:53 main:574] : INFO : Epoch 1637 | loss: 0.0311367 | val_loss: 0.0311826 | Time: 3346.21 ms [2022-03-23 17:52:56 main:574] : INFO : Epoch 1638 | loss: 0.0311302 | val_loss: 0.0311823 | Time: 3212.24 ms [2022-03-23 17:53:00 main:574] : INFO : Epoch 1639 | loss: 0.0311266 | val_loss: 0.0311768 | Time: 3351.84 ms [2022-03-23 17:53:03 main:574] : INFO : Epoch 1640 | loss: 0.0311249 | val_loss: 0.0311787 | Time: 3261.16 ms [2022-03-23 17:53:06 main:574] : INFO : Epoch 1641 | loss: 0.0311275 | val_loss: 0.0311767 | Time: 3342.83 ms [2022-03-23 17:53:10 main:574] : INFO : Epoch 1642 | loss: 0.0311265 | val_loss: 0.0311732 | Time: 3364.37 ms [2022-03-23 17:53:13 main:574] : INFO : Epoch 1643 | loss: 0.0311274 | val_loss: 0.0311783 | Time: 3311.89 ms [2022-03-23 17:53:16 main:574] : INFO : Epoch 1644 | loss: 0.031126 | val_loss: 0.031174 | Time: 3293.5 ms [2022-03-23 17:53:20 main:574] : INFO : Epoch 1645 | loss: 0.0311261 | val_loss: 0.031176 | Time: 3363.88 ms [2022-03-23 17:53:23 main:574] : INFO : Epoch 1646 | loss: 0.0311247 | val_loss: 0.0311796 | Time: 3306 ms [2022-03-23 17:53:26 main:574] : INFO : Epoch 1647 | loss: 0.0311263 | val_loss: 0.0311815 | Time: 3291.96 ms [2022-03-23 17:53:30 main:574] : INFO : Epoch 1648 | loss: 0.0311248 | val_loss: 0.0311861 | Time: 3426.89 ms [2022-03-23 17:53:33 main:574] : INFO : Epoch 1649 | loss: 0.0311221 | val_loss: 0.0311742 | Time: 3422.4 ms [2022-03-23 17:53:37 main:574] : INFO : Epoch 1650 | loss: 0.0311218 | val_loss: 0.0311759 | Time: 3483.33 ms [2022-03-23 17:53:40 main:574] : INFO : Epoch 1651 | loss: 0.0311287 | val_loss: 0.0311824 | Time: 3407.89 ms [2022-03-23 17:53:43 main:574] : INFO : Epoch 1652 | loss: 0.0311344 | val_loss: 0.0311791 | Time: 3233.67 ms [2022-03-23 17:53:46 main:574] : INFO : Epoch 1653 | loss: 0.0311336 | val_loss: 0.0311759 | Time: 3254.3 ms [2022-03-23 17:53:50 main:574] : INFO : Epoch 1654 | loss: 0.0311304 | val_loss: 0.0311804 | Time: 3375.62 ms [2022-03-23 17:53:53 main:574] : INFO : Epoch 1655 | loss: 0.0311284 | val_loss: 0.0311745 | Time: 3404.79 ms [2022-03-23 17:53:57 main:574] : INFO : Epoch 1656 | loss: 0.0311262 | val_loss: 0.0311774 | Time: 3348.33 ms [2022-03-23 17:54:00 main:574] : INFO : Epoch 1657 | loss: 0.0311246 | val_loss: 0.0311805 | Time: 3385.18 ms [2022-03-23 17:54:03 main:574] : INFO : Epoch 1658 | loss: 0.0311227 | val_loss: 0.0311786 | Time: 3270.51 ms [2022-03-23 17:54:07 main:574] : INFO : Epoch 1659 | loss: 0.0311229 | val_loss: 0.0311865 | Time: 3471.53 ms [2022-03-23 17:54:10 main:574] : INFO : Epoch 1660 | loss: 0.0311263 | val_loss: 0.0311988 | Time: 3505.59 ms [2022-03-23 17:54:14 main:574] : INFO : Epoch 1661 | loss: 0.0311249 | val_loss: 0.0311876 | Time: 3339.93 ms [2022-03-23 17:54:17 main:574] : INFO : Epoch 1662 | loss: 0.0311272 | val_loss: 0.0311799 | Time: 3405.47 ms [2022-03-23 17:54:20 main:574] : INFO : Epoch 1663 | loss: 0.031127 | val_loss: 0.0311857 | Time: 3312.92 ms [2022-03-23 17:54:24 main:574] : INFO : Epoch 1664 | loss: 0.0311265 | val_loss: 0.0311853 | Time: 3253.29 ms [2022-03-23 17:54:27 main:574] : INFO : Epoch 1665 | loss: 0.0311218 | val_loss: 0.0311812 | Time: 3303 ms [2022-03-23 17:54:30 main:574] : INFO : Epoch 1666 | loss: 0.0311192 | val_loss: 0.0311848 | Time: 3404.38 ms [2022-03-23 17:54:34 main:574] : INFO : Epoch 1667 | loss: 0.0311177 | val_loss: 0.0311822 | Time: 3317.83 ms [2022-03-23 17:54:37 main:574] : INFO : Epoch 1668 | loss: 0.0311154 | val_loss: 0.031183 | Time: 3296.59 ms [2022-03-23 17:54:40 main:574] : INFO : Epoch 1669 | loss: 0.0311175 | val_loss: 0.0311778 | Time: 3483.05 ms [2022-03-23 17:54:44 main:574] : INFO : Epoch 1670 | loss: 0.0311208 | val_loss: 0.031183 | Time: 3440.03 ms [2022-03-23 17:54:47 main:574] : INFO : Epoch 1671 | loss: 0.0311169 | val_loss: 0.0311796 | Time: 3424.51 ms [2022-03-23 17:54:51 main:574] : INFO : Epoch 1672 | loss: 0.0311203 | val_loss: 0.0311789 | Time: 3341.94 ms [2022-03-23 17:54:54 main:574] : INFO : Epoch 1673 | loss: 0.0311201 | val_loss: 0.0311823 | Time: 3254.7 ms [2022-03-23 17:54:57 main:574] : INFO : Epoch 1674 | loss: 0.0311215 | val_loss: 0.0311795 | Time: 3261.44 ms [2022-03-23 17:55:00 main:574] : INFO : Epoch 1675 | loss: 0.0311209 | val_loss: 0.0311776 | Time: 3324.92 ms [2022-03-23 17:55:04 main:574] : INFO : Epoch 1676 | loss: 0.0311255 | val_loss: 0.0311816 | Time: 3316.55 ms [2022-03-23 17:55:07 main:574] : INFO : Epoch 1677 | loss: 0.0311204 | val_loss: 0.0311771 | Time: 3367.56 ms [2022-03-23 17:55:10 main:574] : INFO : Epoch 1678 | loss: 0.0311171 | val_loss: 0.0311809 | Time: 3256.37 ms [2022-03-23 17:55:14 main:574] : INFO : Epoch 1679 | loss: 0.0311178 | val_loss: 0.0311862 | Time: 3398.52 ms [2022-03-23 17:55:17 main:574] : INFO : Epoch 1680 | loss: 0.0311165 | val_loss: 0.0311883 | Time: 3289.72 ms [2022-03-23 17:55:20 main:574] : INFO : Epoch 1681 | loss: 0.0311181 | val_loss: 0.0311875 | Time: 3313.58 ms [2022-03-23 17:55:24 main:574] : INFO : Epoch 1682 | loss: 0.0311153 | val_loss: 0.0311841 | Time: 3278.91 ms [2022-03-23 17:55:27 main:574] : INFO : Epoch 1683 | loss: 0.0311173 | val_loss: 0.0311962 | Time: 3383.74 ms [2022-03-23 17:55:30 main:574] : INFO : Epoch 1684 | loss: 0.0311185 | val_loss: 0.0311772 | Time: 3221.86 ms [2022-03-23 17:55:33 main:574] : INFO : Epoch 1685 | loss: 0.0311149 | val_loss: 0.0311827 | Time: 3226.2 ms [2022-03-23 17:55:37 main:574] : INFO : Epoch 1686 | loss: 0.0311235 | val_loss: 0.0311879 | Time: 3303.27 ms [2022-03-23 17:55:40 main:574] : INFO : Epoch 1687 | loss: 0.0311218 | val_loss: 0.0311754 | Time: 3252.24 ms [2022-03-23 17:55:43 main:574] : INFO : Epoch 1688 | loss: 0.0311179 | val_loss: 0.0311882 | Time: 3237.32 ms [2022-03-23 17:55:47 main:574] : INFO : Epoch 1689 | loss: 0.0311212 | val_loss: 0.0311813 | Time: 3288.79 ms [2022-03-23 17:55:50 main:574] : INFO : Epoch 1690 | loss: 0.0311194 | val_loss: 0.0311871 | Time: 3234.01 ms [2022-03-23 17:55:53 main:574] : INFO : Epoch 1691 | loss: 0.0311187 | val_loss: 0.0311827 | Time: 3375.42 ms [2022-03-23 17:55:56 main:574] : INFO : Epoch 1692 | loss: 0.0311148 | val_loss: 0.0311884 | Time: 3322.53 ms [2022-03-23 17:56:00 main:574] : INFO : Epoch 1693 | loss: 0.0311159 | val_loss: 0.03118 | Time: 3386.6 ms [2022-03-23 17:56:03 main:574] : INFO : Epoch 1694 | loss: 0.0311179 | val_loss: 0.0311834 | Time: 3211.44 ms [2022-03-23 17:56:06 main:574] : INFO : Epoch 1695 | loss: 0.0311179 | val_loss: 0.031184 | Time: 3308.42 ms [2022-03-23 17:56:10 main:574] : INFO : Epoch 1696 | loss: 0.0311141 | val_loss: 0.0311822 | Time: 3247.14 ms [2022-03-23 17:56:13 main:574] : INFO : Epoch 1697 | loss: 0.031119 | val_loss: 0.0311834 | Time: 3316.41 ms [2022-03-23 17:56:16 main:574] : INFO : Epoch 1698 | loss: 0.0311229 | val_loss: 0.0311925 | Time: 3234.89 ms [2022-03-23 17:56:20 main:574] : INFO : Epoch 1699 | loss: 0.0311211 | val_loss: 0.0311819 | Time: 3330.11 ms [2022-03-23 17:56:23 main:574] : INFO : Epoch 1700 | loss: 0.0311251 | val_loss: 0.031192 | Time: 3358.18 ms [2022-03-23 17:56:26 main:574] : INFO : Epoch 1701 | loss: 0.0311229 | val_loss: 0.0311789 | Time: 3263.12 ms [2022-03-23 17:56:29 main:574] : INFO : Epoch 1702 | loss: 0.0311219 | val_loss: 0.0311878 | Time: 3252.72 ms [2022-03-23 17:56:33 main:574] : INFO : Epoch 1703 | loss: 0.0311239 | val_loss: 0.031192 | Time: 3240.49 ms [2022-03-23 17:56:36 main:574] : INFO : Epoch 1704 | loss: 0.0311193 | val_loss: 0.0311859 | Time: 3216.13 ms [2022-03-23 17:56:39 main:574] : INFO : Epoch 1705 | loss: 0.0311169 | val_loss: 0.0311879 | Time: 3229.64 ms [2022-03-23 17:56:42 main:574] : INFO : Epoch 1706 | loss: 0.0311185 | val_loss: 0.0311918 | Time: 3257.94 ms [2022-03-23 17:56:46 main:574] : INFO : Epoch 1707 | loss: 0.0311234 | val_loss: 0.0311962 | Time: 3244.23 ms [2022-03-23 17:56:49 main:574] : INFO : Epoch 1708 | loss: 0.0311183 | val_loss: 0.0311868 | Time: 3204.75 ms [2022-03-23 17:56:52 main:574] : INFO : Epoch 1709 | loss: 0.0311156 | val_loss: 0.0311908 | Time: 3093.98 ms [2022-03-23 17:56:55 main:574] : INFO : Epoch 1710 | loss: 0.0311123 | val_loss: 0.0311932 | Time: 3180.39 ms [2022-03-23 17:56:58 main:574] : INFO : Epoch 1711 | loss: 0.03111 | val_loss: 0.0311864 | Time: 3275.91 ms [2022-03-23 17:57:02 main:574] : INFO : Epoch 1712 | loss: 0.0311096 | val_loss: 0.0311959 | Time: 3330.46 ms [2022-03-23 17:57:05 main:574] : INFO : Epoch 1713 | loss: 0.0311123 | val_loss: 0.0311872 | Time: 3261.29 ms [2022-03-23 17:57:08 main:574] : INFO : Epoch 1714 | loss: 0.0311155 | val_loss: 0.0311965 | Time: 3163.07 ms [2022-03-23 17:57:11 main:574] : INFO : Epoch 1715 | loss: 0.0311183 | val_loss: 0.0311832 | Time: 3169.68 ms [2022-03-23 17:57:15 main:574] : INFO : Epoch 1716 | loss: 0.0311175 | val_loss: 0.0311849 | Time: 3251.26 ms [2022-03-23 17:57:18 main:574] : INFO : Epoch 1717 | loss: 0.0311158 | val_loss: 0.0311848 | Time: 3285.65 ms [2022-03-23 17:57:21 main:574] : INFO : Epoch 1718 | loss: 0.0311162 | val_loss: 0.0311846 | Time: 3309.96 ms [2022-03-23 17:57:24 main:574] : INFO : Epoch 1719 | loss: 0.0311169 | val_loss: 0.0312048 | Time: 3258.07 ms [2022-03-23 17:57:28 main:574] : INFO : Epoch 1720 | loss: 0.0311195 | val_loss: 0.0311872 | Time: 3193.52 ms [2022-03-23 17:57:31 main:574] : INFO : Epoch 1721 | loss: 0.0311132 | val_loss: 0.0311869 | Time: 3200.67 ms [2022-03-23 17:57:34 main:574] : INFO : Epoch 1722 | loss: 0.0311162 | val_loss: 0.0311863 | Time: 3272.82 ms [2022-03-23 17:57:37 main:574] : INFO : Epoch 1723 | loss: 0.031122 | val_loss: 0.0311819 | Time: 3276.38 ms [2022-03-23 17:57:41 main:574] : INFO : Epoch 1724 | loss: 0.0311217 | val_loss: 0.0311819 | Time: 3692.01 ms [2022-03-23 17:57:44 main:574] : INFO : Epoch 1725 | loss: 0.0311238 | val_loss: 0.0311847 | Time: 3344.4 ms [2022-03-23 17:57:48 main:574] : INFO : Epoch 1726 | loss: 0.0311271 | val_loss: 0.0311833 | Time: 3299.9 ms [2022-03-23 17:57:51 main:574] : INFO : Epoch 1727 | loss: 0.0311215 | val_loss: 0.0311789 | Time: 3261.78 ms [2022-03-23 17:57:54 main:574] : INFO : Epoch 1728 | loss: 0.0311209 | val_loss: 0.0311827 | Time: 3274.2 ms [2022-03-23 17:57:57 main:574] : INFO : Epoch 1729 | loss: 0.0311156 | val_loss: 0.0311829 | Time: 3220.93 ms [2022-03-23 17:58:01 main:574] : INFO : Epoch 1730 | loss: 0.0311177 | val_loss: 0.0311854 | Time: 3151.13 ms [2022-03-23 17:58:04 main:574] : INFO : Epoch 1731 | loss: 0.0311209 | val_loss: 0.0311891 | Time: 3255.44 ms [2022-03-23 17:58:07 main:574] : INFO : Epoch 1732 | loss: 0.0311171 | val_loss: 0.0311815 | Time: 3368.22 ms [2022-03-23 17:58:11 main:574] : INFO : Epoch 1733 | loss: 0.0311211 | val_loss: 0.0311795 | Time: 3327.17 ms [2022-03-23 17:58:14 main:574] : INFO : Epoch 1734 | loss: 0.031119 | val_loss: 0.0311898 | Time: 3213.89 ms [2022-03-23 17:58:17 main:574] : INFO : Epoch 1735 | loss: 0.0311174 | val_loss: 0.0311906 | Time: 3193.61 ms [2022-03-23 17:58:20 main:574] : INFO : Epoch 1736 | loss: 0.0311099 | val_loss: 0.0311854 | Time: 3209.32 ms [2022-03-23 17:58:23 main:574] : INFO : Epoch 1737 | loss: 0.0311096 | val_loss: 0.0311895 | Time: 3275.38 ms [2022-03-23 17:58:27 main:574] : INFO : Epoch 1738 | loss: 0.0311152 | val_loss: 0.0311889 | Time: 3336.13 ms [2022-03-23 17:58:30 main:574] : INFO : Epoch 1739 | loss: 0.0311137 | val_loss: 0.0311922 | Time: 3246.6 ms [2022-03-23 17:58:33 main:574] : INFO : Epoch 1740 | loss: 0.0311122 | val_loss: 0.0311987 | Time: 3264.47 ms [2022-03-23 17:58:37 main:574] : INFO : Epoch 1741 | loss: 0.0311172 | val_loss: 0.0311882 | Time: 3303.87 ms [2022-03-23 17:58:40 main:574] : INFO : Epoch 1742 | loss: 0.0311519 | val_loss: 0.0311756 | Time: 3285.65 ms [2022-03-23 17:58:43 main:574] : INFO : Epoch 1743 | loss: 0.0311454 | val_loss: 0.0311763 | Time: 3247.68 ms [2022-03-23 17:58:46 main:574] : INFO : Epoch 1744 | loss: 0.0311413 | val_loss: 0.0311796 | Time: 3197.68 ms [2022-03-23 17:58:50 main:574] : INFO : Epoch 1745 | loss: 0.0311346 | val_loss: 0.0311789 | Time: 3247.66 ms [2022-03-23 17:58:53 main:574] : INFO : Epoch 1746 | loss: 0.0311315 | val_loss: 0.0311771 | Time: 3245.95 ms [2022-03-23 17:58:56 main:574] : INFO : Epoch 1747 | loss: 0.0311279 | val_loss: 0.0311777 | Time: 3322.35 ms [2022-03-23 17:58:59 main:574] : INFO : Epoch 1748 | loss: 0.0311252 | val_loss: 0.0311821 | Time: 3254.34 ms [2022-03-23 17:59:03 main:574] : INFO : Epoch 1749 | loss: 0.0311255 | val_loss: 0.0311862 | Time: 3207.36 ms [2022-03-23 17:59:06 main:574] : INFO : Epoch 1750 | loss: 0.0311226 | val_loss: 0.0311851 | Time: 3195.44 ms [2022-03-23 17:59:09 main:574] : INFO : Epoch 1751 | loss: 0.0311191 | val_loss: 0.0311757 | Time: 3202.26 ms [2022-03-23 17:59:12 main:574] : INFO : Epoch 1752 | loss: 0.0311184 | val_loss: 0.0311841 | Time: 3289.81 ms [2022-03-23 17:59:16 main:574] : INFO : Epoch 1753 | loss: 0.0311165 | val_loss: 0.0311842 | Time: 3331.4 ms [2022-03-23 17:59:19 main:574] : INFO : Epoch 1754 | loss: 0.0311153 | val_loss: 0.0311842 | Time: 3280.37 ms [2022-03-23 17:59:22 main:574] : INFO : Epoch 1755 | loss: 0.031113 | val_loss: 0.0311867 | Time: 3143.71 ms [2022-03-23 17:59:25 main:574] : INFO : Epoch 1756 | loss: 0.031113 | val_loss: 0.0311853 | Time: 3141.94 ms [2022-03-23 17:59:29 main:574] : INFO : Epoch 1757 | loss: 0.0311157 | val_loss: 0.031189 | Time: 3317.09 ms [2022-03-23 17:59:32 main:574] : INFO : Epoch 1758 | loss: 0.0311143 | val_loss: 0.03118 | Time: 3283.99 ms [2022-03-23 17:59:35 main:574] : INFO : Epoch 1759 | loss: 0.0311156 | val_loss: 0.0311878 | Time: 3292.04 ms [2022-03-23 17:59:38 main:574] : INFO : Epoch 1760 | loss: 0.0311162 | val_loss: 0.0311884 | Time: 3338.99 ms [2022-03-23 17:59:42 main:574] : INFO : Epoch 1761 | loss: 0.0311152 | val_loss: 0.0311857 | Time: 3252.26 ms [2022-03-23 17:59:45 main:574] : INFO : Epoch 1762 | loss: 0.0311195 | val_loss: 0.0311851 | Time: 3124.78 ms [2022-03-23 17:59:48 main:574] : INFO : Epoch 1763 | loss: 0.0311212 | val_loss: 0.0311828 | Time: 3181.55 ms [2022-03-23 17:59:51 main:574] : INFO : Epoch 1764 | loss: 0.0311188 | val_loss: 0.0311874 | Time: 3245.95 ms [2022-03-23 17:59:55 main:574] : INFO : Epoch 1765 | loss: 0.0311169 | val_loss: 0.0311804 | Time: 3205.78 ms [2022-03-23 17:59:58 main:574] : INFO : Epoch 1766 | loss: 0.0311195 | val_loss: 0.0311868 | Time: 3196.56 ms [2022-03-23 18:00:01 main:574] : INFO : Epoch 1767 | loss: 0.0311179 | val_loss: 0.0311793 | Time: 3266.92 ms [2022-03-23 18:00:04 main:574] : INFO : Epoch 1768 | loss: 0.03112 | val_loss: 0.03119 | Time: 3315.97 ms [2022-03-23 18:00:08 main:574] : INFO : Epoch 1769 | loss: 0.0311271 | val_loss: 0.0311813 | Time: 3228.64 ms [2022-03-23 18:00:11 main:574] : INFO : Epoch 1770 | loss: 0.0311271 | val_loss: 0.0311813 | Time: 3177.32 ms [2022-03-23 18:00:14 main:574] : INFO : Epoch 1771 | loss: 0.0311217 | val_loss: 0.0311907 | Time: 3148.25 ms [2022-03-23 18:00:17 main:574] : INFO : Epoch 1772 | loss: 0.0311211 | val_loss: 0.0311837 | Time: 3217.81 ms [2022-03-23 18:00:20 main:574] : INFO : Epoch 1773 | loss: 0.0311196 | val_loss: 0.031183 | Time: 3363.49 ms [2022-03-23 18:00:24 main:574] : INFO : Epoch 1774 | loss: 0.0311206 | val_loss: 0.0311846 | Time: 3335.54 ms [2022-03-23 18:00:27 main:574] : INFO : Epoch 1775 | loss: 0.0311182 | val_loss: 0.0311792 | Time: 3258.37 ms [2022-03-23 18:00:30 main:574] : INFO : Epoch 1776 | loss: 0.0311171 | val_loss: 0.0311816 | Time: 3130.97 ms [2022-03-23 18:00:33 main:574] : INFO : Epoch 1777 | loss: 0.0311148 | val_loss: 0.0311854 | Time: 3143.21 ms [2022-03-23 18:00:37 main:574] : INFO : Epoch 1778 | loss: 0.0311113 | val_loss: 0.0311908 | Time: 3284.69 ms [2022-03-23 18:00:40 main:574] : INFO : Epoch 1779 | loss: 0.0311114 | val_loss: 0.031194 | Time: 3302.74 ms [2022-03-23 18:00:43 main:574] : INFO : Epoch 1780 | loss: 0.0311139 | val_loss: 0.03119 | Time: 3277.44 ms [2022-03-23 18:00:46 main:574] : INFO : Epoch 1781 | loss: 0.0311194 | val_loss: 0.0311843 | Time: 3245.79 ms [2022-03-23 18:00:50 main:574] : INFO : Epoch 1782 | loss: 0.0311141 | val_loss: 0.0311879 | Time: 3220.41 ms [2022-03-23 18:00:53 main:574] : INFO : Epoch 1783 | loss: 0.0311116 | val_loss: 0.0311844 | Time: 3198.94 ms [2022-03-23 18:00:56 main:574] : INFO : Epoch 1784 | loss: 0.0311134 | val_loss: 0.0311857 | Time: 3212.52 ms [2022-03-23 18:00:59 main:574] : INFO : Epoch 1785 | loss: 0.0311432 | val_loss: 0.0311802 | Time: 3211.31 ms [2022-03-23 18:01:03 main:574] : INFO : Epoch 1786 | loss: 0.0311553 | val_loss: 0.0311881 | Time: 3226.52 ms [2022-03-23 18:01:06 main:574] : INFO : Epoch 1787 | loss: 0.0311371 | val_loss: 0.0311854 | Time: 3240.16 ms [2022-03-23 18:01:09 main:574] : INFO : Epoch 1788 | loss: 0.0311283 | val_loss: 0.0311837 | Time: 3293.97 ms [2022-03-23 18:01:12 main:574] : INFO : Epoch 1789 | loss: 0.0311254 | val_loss: 0.0311868 | Time: 3328.33 ms [2022-03-23 18:01:16 main:574] : INFO : Epoch 1790 | loss: 0.0311215 | val_loss: 0.0311877 | Time: 3234.8 ms [2022-03-23 18:01:19 main:574] : INFO : Epoch 1791 | loss: 0.0311177 | val_loss: 0.0311793 | Time: 3183.84 ms [2022-03-23 18:01:22 main:574] : INFO : Epoch 1792 | loss: 0.0311141 | val_loss: 0.0311866 | Time: 3211.72 ms [2022-03-23 18:01:25 main:574] : INFO : Epoch 1793 | loss: 0.0311162 | val_loss: 0.0311846 | Time: 3315.16 ms [2022-03-23 18:01:29 main:574] : INFO : Epoch 1794 | loss: 0.0311141 | val_loss: 0.0311876 | Time: 3307.27 ms [2022-03-23 18:01:32 main:574] : INFO : Epoch 1795 | loss: 0.0311145 | val_loss: 0.0311834 | Time: 3360.84 ms [2022-03-23 18:01:35 main:574] : INFO : Epoch 1796 | loss: 0.0311216 | val_loss: 0.0311818 | Time: 3264.04 ms [2022-03-23 18:01:38 main:574] : INFO : Epoch 1797 | loss: 0.0311155 | val_loss: 0.0311845 | Time: 3194.71 ms [2022-03-23 18:01:42 main:574] : INFO : Epoch 1798 | loss: 0.0311098 | val_loss: 0.0311893 | Time: 3220.14 ms [2022-03-23 18:01:45 main:574] : INFO : Epoch 1799 | loss: 0.0311102 | val_loss: 0.0311919 | Time: 3279.41 ms [2022-03-23 18:01:48 main:574] : INFO : Epoch 1800 | loss: 0.0311111 | val_loss: 0.0311824 | Time: 3281.46 ms [2022-03-23 18:01:52 main:574] : INFO : Epoch 1801 | loss: 0.0311103 | val_loss: 0.0311988 | Time: 3250.93 ms [2022-03-23 18:01:55 main:574] : INFO : Epoch 1802 | loss: 0.0311111 | val_loss: 0.0311806 | Time: 3246.24 ms [2022-03-23 18:01:58 main:574] : INFO : Epoch 1803 | loss: 0.0311154 | val_loss: 0.0311926 | Time: 3236.26 ms [2022-03-23 18:02:01 main:574] : INFO : Epoch 1804 | loss: 0.031115 | val_loss: 0.0311898 | Time: 3257.6 ms [2022-03-23 18:02:05 main:574] : INFO : Epoch 1805 | loss: 0.0311099 | val_loss: 0.0311936 | Time: 3302.81 ms [2022-03-23 18:02:08 main:574] : INFO : Epoch 1806 | loss: 0.0311086 | val_loss: 0.0311873 | Time: 3152.32 ms [2022-03-23 18:02:11 main:574] : INFO : Epoch 1807 | loss: 0.031108 | val_loss: 0.0311879 | Time: 3154.05 ms [2022-03-23 18:02:14 main:574] : INFO : Epoch 1808 | loss: 0.031109 | val_loss: 0.0311913 | Time: 3241.61 ms [2022-03-23 18:02:17 main:574] : INFO : Epoch 1809 | loss: 0.0311091 | val_loss: 0.0311858 | Time: 3297.4 ms [2022-03-23 18:02:21 main:574] : INFO : Epoch 1810 | loss: 0.031106 | val_loss: 0.0311804 | Time: 3310.31 ms [2022-03-23 18:02:24 main:574] : INFO : Epoch 1811 | loss: 0.0311131 | val_loss: 0.0311787 | Time: 3230.62 ms [2022-03-23 18:02:27 main:574] : INFO : Epoch 1812 | loss: 0.0311179 | val_loss: 0.0311929 | Time: 3168.62 ms [2022-03-23 18:02:30 main:574] : INFO : Epoch 1813 | loss: 0.0311368 | val_loss: 0.0311772 | Time: 3167.52 ms [2022-03-23 18:02:34 main:574] : INFO : Epoch 1814 | loss: 0.031127 | val_loss: 0.0311805 | Time: 3285.09 ms [2022-03-23 18:02:37 main:574] : INFO : Epoch 1815 | loss: 0.0311179 | val_loss: 0.0311796 | Time: 3319.76 ms [2022-03-23 18:02:40 main:574] : INFO : Epoch 1816 | loss: 0.0311154 | val_loss: 0.0311924 | Time: 3243.99 ms [2022-03-23 18:02:43 main:574] : INFO : Epoch 1817 | loss: 0.0311131 | val_loss: 0.0311894 | Time: 3178.35 ms [2022-03-23 18:02:47 main:574] : INFO : Epoch 1818 | loss: 0.031113 | val_loss: 0.0311869 | Time: 3220.19 ms [2022-03-23 18:02:50 main:574] : INFO : Epoch 1819 | loss: 0.0311135 | val_loss: 0.0311909 | Time: 3245.21 ms [2022-03-23 18:02:53 main:574] : INFO : Epoch 1820 | loss: 0.0311128 | val_loss: 0.0311888 | Time: 3218.47 ms [2022-03-23 18:02:56 main:574] : INFO : Epoch 1821 | loss: 0.0311109 | val_loss: 0.0311903 | Time: 3252.71 ms [2022-03-23 18:03:00 main:574] : INFO : Epoch 1822 | loss: 0.0311117 | val_loss: 0.0311857 | Time: 3238.42 ms [2022-03-23 18:03:03 main:574] : INFO : Epoch 1823 | loss: 0.0311232 | val_loss: 0.0311817 | Time: 3233.01 ms [2022-03-23 18:03:06 main:574] : INFO : Epoch 1824 | loss: 0.031122 | val_loss: 0.0311892 | Time: 3289 ms [2022-03-23 18:03:09 main:574] : INFO : Epoch 1825 | loss: 0.0311172 | val_loss: 0.031192 | Time: 3285.05 ms [2022-03-23 18:03:13 main:574] : INFO : Epoch 1826 | loss: 0.0311115 | val_loss: 0.0311873 | Time: 3251.53 ms [2022-03-23 18:03:16 main:574] : INFO : Epoch 1827 | loss: 0.0311137 | val_loss: 0.0311927 | Time: 3193.64 ms [2022-03-23 18:03:19 main:574] : INFO : Epoch 1828 | loss: 0.0311057 | val_loss: 0.0311899 | Time: 3150.14 ms [2022-03-23 18:03:22 main:574] : INFO : Epoch 1829 | loss: 0.031104 | val_loss: 0.0311914 | Time: 3227.51 ms [2022-03-23 18:03:25 main:574] : INFO : Epoch 1830 | loss: 0.0311042 | val_loss: 0.0311885 | Time: 3291.66 ms [2022-03-23 18:03:29 main:574] : INFO : Epoch 1831 | loss: 0.0311059 | val_loss: 0.0311965 | Time: 3293.08 ms [2022-03-23 18:03:32 main:574] : INFO : Epoch 1832 | loss: 0.0311099 | val_loss: 0.0311804 | Time: 3242.15 ms [2022-03-23 18:03:35 main:574] : INFO : Epoch 1833 | loss: 0.0311154 | val_loss: 0.0311821 | Time: 3203.04 ms [2022-03-23 18:03:38 main:574] : INFO : Epoch 1834 | loss: 0.0311127 | val_loss: 0.0311859 | Time: 3182.77 ms [2022-03-23 18:03:42 main:574] : INFO : Epoch 1835 | loss: 0.0311068 | val_loss: 0.0311917 | Time: 3286.78 ms [2022-03-23 18:03:45 main:574] : INFO : Epoch 1836 | loss: 0.0311088 | val_loss: 0.0311965 | Time: 3316.11 ms [2022-03-23 18:03:48 main:574] : INFO : Epoch 1837 | loss: 0.0311034 | val_loss: 0.0311941 | Time: 3257.12 ms [2022-03-23 18:03:52 main:574] : INFO : Epoch 1838 | loss: 0.0311051 | val_loss: 0.0311863 | Time: 3325.02 ms [2022-03-23 18:03:55 main:574] : INFO : Epoch 1839 | loss: 0.0311036 | val_loss: 0.0311929 | Time: 3221.27 ms [2022-03-23 18:03:58 main:574] : INFO : Epoch 1840 | loss: 0.0311003 | val_loss: 0.0311894 | Time: 3278.15 ms [2022-03-23 18:04:01 main:574] : INFO : Epoch 1841 | loss: 0.0311032 | val_loss: 0.0311955 | Time: 3322.68 ms [2022-03-23 18:04:05 main:574] : INFO : Epoch 1842 | loss: 0.0311008 | val_loss: 0.0311837 | Time: 3245.37 ms [2022-03-23 18:04:08 main:574] : INFO : Epoch 1843 | loss: 0.0311118 | val_loss: 0.031202 | Time: 3191.67 ms [2022-03-23 18:04:11 main:574] : INFO : Epoch 1844 | loss: 0.0311122 | val_loss: 0.0311847 | Time: 3202.15 ms [2022-03-23 18:04:14 main:574] : INFO : Epoch 1845 | loss: 0.0311089 | val_loss: 0.0311876 | Time: 3333.53 ms [2022-03-23 18:04:18 main:574] : INFO : Epoch 1846 | loss: 0.0311086 | val_loss: 0.0311908 | Time: 3264.25 ms [2022-03-23 18:04:21 main:574] : INFO : Epoch 1847 | loss: 0.031116 | val_loss: 0.0311844 | Time: 3218.65 ms [2022-03-23 18:04:24 main:574] : INFO : Epoch 1848 | loss: 0.031124 | val_loss: 0.03119 | Time: 3170.84 ms [2022-03-23 18:04:27 main:574] : INFO : Epoch 1849 | loss: 0.0311155 | val_loss: 0.0311865 | Time: 3198.89 ms [2022-03-23 18:04:30 main:574] : INFO : Epoch 1850 | loss: 0.0311085 | val_loss: 0.0311865 | Time: 3278.17 ms [2022-03-23 18:04:34 main:574] : INFO : Epoch 1851 | loss: 0.0311095 | val_loss: 0.0311922 | Time: 3479.19 ms [2022-03-23 18:04:37 main:574] : INFO : Epoch 1852 | loss: 0.0311072 | val_loss: 0.0311868 | Time: 3303.82 ms [2022-03-23 18:04:40 main:574] : INFO : Epoch 1853 | loss: 0.0311067 | val_loss: 0.0311868 | Time: 3046.91 ms [2022-03-23 18:04:43 main:574] : INFO : Epoch 1854 | loss: 0.0311034 | val_loss: 0.0311922 | Time: 3046.61 ms [2022-03-23 18:04:46 main:574] : INFO : Epoch 1855 | loss: 0.0311079 | val_loss: 0.0311994 | Time: 3098.29 ms [2022-03-23 18:04:50 main:574] : INFO : Epoch 1856 | loss: 0.0311179 | val_loss: 0.0311798 | Time: 3187.55 ms [2022-03-23 18:04:53 main:574] : INFO : Epoch 1857 | loss: 0.0311158 | val_loss: 0.0311915 | Time: 3269.08 ms [2022-03-23 18:04:56 main:574] : INFO : Epoch 1858 | loss: 0.0311155 | val_loss: 0.0311846 | Time: 3168.99 ms [2022-03-23 18:04:59 main:574] : INFO : Epoch 1859 | loss: 0.0311125 | val_loss: 0.0311805 | Time: 3212.51 ms [2022-03-23 18:05:03 main:574] : INFO : Epoch 1860 | loss: 0.0311105 | val_loss: 0.0311908 | Time: 3208.65 ms [2022-03-23 18:05:06 main:574] : INFO : Epoch 1861 | loss: 0.0311151 | val_loss: 0.0311907 | Time: 3256.57 ms [2022-03-23 18:05:09 main:574] : INFO : Epoch 1862 | loss: 0.0311149 | val_loss: 0.0311789 | Time: 3222.98 ms [2022-03-23 18:05:12 main:574] : INFO : Epoch 1863 | loss: 0.0311146 | val_loss: 0.0311967 | Time: 3124.92 ms [2022-03-23 18:05:15 main:574] : INFO : Epoch 1864 | loss: 0.0311144 | val_loss: 0.0311875 | Time: 3174.45 ms [2022-03-23 18:05:18 main:574] : INFO : Epoch 1865 | loss: 0.0311129 | val_loss: 0.0311945 | Time: 3162.78 ms [2022-03-23 18:05:22 main:574] : INFO : Epoch 1866 | loss: 0.0311139 | val_loss: 0.0311924 | Time: 3320.62 ms [2022-03-23 18:05:25 main:574] : INFO : Epoch 1867 | loss: 0.0311132 | val_loss: 0.0312004 | Time: 3274.58 ms [2022-03-23 18:05:28 main:574] : INFO : Epoch 1868 | loss: 0.0311065 | val_loss: 0.0311866 | Time: 3199.89 ms [2022-03-23 18:05:31 main:574] : INFO : Epoch 1869 | loss: 0.0311067 | val_loss: 0.031187 | Time: 3177.86 ms [2022-03-23 18:05:35 main:574] : INFO : Epoch 1870 | loss: 0.0311062 | val_loss: 0.0311853 | Time: 3186.1 ms [2022-03-23 18:05:38 main:574] : INFO : Epoch 1871 | loss: 0.0311104 | val_loss: 0.0311867 | Time: 3275.77 ms [2022-03-23 18:05:41 main:574] : INFO : Epoch 1872 | loss: 0.0311077 | val_loss: 0.0311916 | Time: 3307.77 ms [2022-03-23 18:05:45 main:574] : INFO : Epoch 1873 | loss: 0.0311068 | val_loss: 0.0311962 | Time: 3267.47 ms [2022-03-23 18:05:48 main:574] : INFO : Epoch 1874 | loss: 0.0311061 | val_loss: 0.0311927 | Time: 3321.62 ms [2022-03-23 18:05:51 main:574] : INFO : Epoch 1875 | loss: 0.0311067 | val_loss: 0.0311868 | Time: 3272.56 ms [2022-03-23 18:05:54 main:574] : INFO : Epoch 1876 | loss: 0.031111 | val_loss: 0.0311885 | Time: 3232.66 ms [2022-03-23 18:05:58 main:574] : INFO : Epoch 1877 | loss: 0.03112 | val_loss: 0.031186 | Time: 3284.88 ms [2022-03-23 18:06:01 main:574] : INFO : Epoch 1878 | loss: 0.031116 | val_loss: 0.0311847 | Time: 3310.75 ms [2022-03-23 18:06:04 main:574] : INFO : Epoch 1879 | loss: 0.0311168 | val_loss: 0.0311914 | Time: 3223.96 ms [2022-03-23 18:06:07 main:574] : INFO : Epoch 1880 | loss: 0.0311135 | val_loss: 0.0311878 | Time: 3155.19 ms [2022-03-23 18:06:11 main:574] : INFO : Epoch 1881 | loss: 0.0311073 | val_loss: 0.0311895 | Time: 3227.9 ms [2022-03-23 18:06:14 main:574] : INFO : Epoch 1882 | loss: 0.0311054 | val_loss: 0.0311939 | Time: 3253.72 ms [2022-03-23 18:06:17 main:574] : INFO : Epoch 1883 | loss: 0.0311038 | val_loss: 0.0311864 | Time: 3253.64 ms [2022-03-23 18:06:20 main:574] : INFO : Epoch 1884 | loss: 0.0311044 | val_loss: 0.0311964 | Time: 3202.12 ms [2022-03-23 18:06:23 main:574] : INFO : Epoch 1885 | loss: 0.0311015 | val_loss: 0.0311976 | Time: 3226.15 ms [2022-03-23 18:06:27 main:574] : INFO : Epoch 1886 | loss: 0.0311061 | val_loss: 0.0311907 | Time: 3204.47 ms [2022-03-23 18:06:30 main:574] : INFO : Epoch 1887 | loss: 0.0311039 | val_loss: 0.0311946 | Time: 3294.15 ms [2022-03-23 18:06:33 main:574] : INFO : Epoch 1888 | loss: 0.0311286 | val_loss: 0.031183 | Time: 3206.95 ms [2022-03-23 18:06:36 main:574] : INFO : Epoch 1889 | loss: 0.0311233 | val_loss: 0.0311818 | Time: 3155.25 ms [2022-03-23 18:06:40 main:574] : INFO : Epoch 1890 | loss: 0.0311152 | val_loss: 0.0311882 | Time: 3196.21 ms [2022-03-23 18:06:43 main:574] : INFO : Epoch 1891 | loss: 0.0311109 | val_loss: 0.0311886 | Time: 3179.57 ms [2022-03-23 18:06:46 main:574] : INFO : Epoch 1892 | loss: 0.0311058 | val_loss: 0.0311839 | Time: 3316.45 ms [2022-03-23 18:06:49 main:574] : INFO : Epoch 1893 | loss: 0.0311076 | val_loss: 0.0311905 | Time: 3316.05 ms [2022-03-23 18:06:53 main:574] : INFO : Epoch 1894 | loss: 0.0311116 | val_loss: 0.0312023 | Time: 3251.63 ms [2022-03-23 18:06:56 main:574] : INFO : Epoch 1895 | loss: 0.031114 | val_loss: 0.031188 | Time: 3171.92 ms [2022-03-23 18:06:59 main:574] : INFO : Epoch 1896 | loss: 0.0311118 | val_loss: 0.0311827 | Time: 3191.34 ms [2022-03-23 18:07:02 main:574] : INFO : Epoch 1897 | loss: 0.0311119 | val_loss: 0.0311887 | Time: 3295.33 ms [2022-03-23 18:07:06 main:574] : INFO : Epoch 1898 | loss: 0.0311074 | val_loss: 0.0311908 | Time: 3286.66 ms [2022-03-23 18:07:09 main:574] : INFO : Epoch 1899 | loss: 0.0311114 | val_loss: 0.0311792 | Time: 3365.88 ms [2022-03-23 18:07:12 main:574] : INFO : Epoch 1900 | loss: 0.0311078 | val_loss: 0.0312079 | Time: 3228.85 ms [2022-03-23 18:07:15 main:574] : INFO : Epoch 1901 | loss: 0.0311116 | val_loss: 0.0312074 | Time: 3193.72 ms [2022-03-23 18:07:19 main:574] : INFO : Epoch 1902 | loss: 0.0311366 | val_loss: 0.0312229 | Time: 3303.29 ms [2022-03-23 18:07:22 main:574] : INFO : Epoch 1903 | loss: 0.0311614 | val_loss: 0.0311883 | Time: 3244.26 ms [2022-03-23 18:07:25 main:574] : INFO : Epoch 1904 | loss: 0.0311428 | val_loss: 0.0311743 | Time: 3223.15 ms [2022-03-23 18:07:28 main:574] : INFO : Epoch 1905 | loss: 0.0311409 | val_loss: 0.031181 | Time: 3190.54 ms [2022-03-23 18:07:32 main:574] : INFO : Epoch 1906 | loss: 0.0311341 | val_loss: 0.0311777 | Time: 3237.93 ms [2022-03-23 18:07:35 main:574] : INFO : Epoch 1907 | loss: 0.0311287 | val_loss: 0.031178 | Time: 3276.62 ms [2022-03-23 18:07:38 main:574] : INFO : Epoch 1908 | loss: 0.0311241 | val_loss: 0.0311813 | Time: 3307.1 ms [2022-03-23 18:07:41 main:574] : INFO : Epoch 1909 | loss: 0.0311206 | val_loss: 0.0311819 | Time: 3290.53 ms [2022-03-23 18:07:45 main:574] : INFO : Epoch 1910 | loss: 0.03112 | val_loss: 0.0311798 | Time: 3183.78 ms [2022-03-23 18:07:48 main:574] : INFO : Epoch 1911 | loss: 0.0311228 | val_loss: 0.0311846 | Time: 3212.28 ms [2022-03-23 18:07:51 main:574] : INFO : Epoch 1912 | loss: 0.0311231 | val_loss: 0.0311844 | Time: 3337.41 ms [2022-03-23 18:07:54 main:574] : INFO : Epoch 1913 | loss: 0.031122 | val_loss: 0.0311785 | Time: 3279.87 ms [2022-03-23 18:07:58 main:574] : INFO : Epoch 1914 | loss: 0.0311214 | val_loss: 0.0311838 | Time: 3305.36 ms [2022-03-23 18:08:01 main:574] : INFO : Epoch 1915 | loss: 0.0311229 | val_loss: 0.0311826 | Time: 3283.57 ms [2022-03-23 18:08:04 main:574] : INFO : Epoch 1916 | loss: 0.0311227 | val_loss: 0.0311828 | Time: 3178.49 ms [2022-03-23 18:08:07 main:574] : INFO : Epoch 1917 | loss: 0.0311235 | val_loss: 0.0311974 | Time: 3193.46 ms [2022-03-23 18:08:11 main:574] : INFO : Epoch 1918 | loss: 0.0311226 | val_loss: 0.0311868 | Time: 3254.62 ms [2022-03-23 18:08:14 main:574] : INFO : Epoch 1919 | loss: 0.0311311 | val_loss: 0.0311792 | Time: 3272.34 ms [2022-03-23 18:08:17 main:574] : INFO : Epoch 1920 | loss: 0.031134 | val_loss: 0.0311818 | Time: 3207.52 ms [2022-03-23 18:08:20 main:574] : INFO : Epoch 1921 | loss: 0.0311247 | val_loss: 0.031183 | Time: 3153.81 ms [2022-03-23 18:08:24 main:574] : INFO : Epoch 1922 | loss: 0.031125 | val_loss: 0.0311797 | Time: 3167.58 ms [2022-03-23 18:08:27 main:574] : INFO : Epoch 1923 | loss: 0.0311254 | val_loss: 0.0311845 | Time: 3197.55 ms [2022-03-23 18:08:30 main:574] : INFO : Epoch 1924 | loss: 0.0311245 | val_loss: 0.0311857 | Time: 3433.72 ms [2022-03-23 18:08:33 main:574] : INFO : Epoch 1925 | loss: 0.0311138 | val_loss: 0.0311848 | Time: 3225.22 ms [2022-03-23 18:08:37 main:574] : INFO : Epoch 1926 | loss: 0.0311126 | val_loss: 0.0311858 | Time: 3186.06 ms [2022-03-23 18:08:40 main:574] : INFO : Epoch 1927 | loss: 0.0311113 | val_loss: 0.0311895 | Time: 3228.81 ms [2022-03-23 18:08:43 main:574] : INFO : Epoch 1928 | loss: 0.0311131 | val_loss: 0.0311877 | Time: 3306.06 ms [2022-03-23 18:08:46 main:574] : INFO : Epoch 1929 | loss: 0.0311093 | val_loss: 0.0311868 | Time: 3281.26 ms [2022-03-23 18:08:50 main:574] : INFO : Epoch 1930 | loss: 0.0311084 | val_loss: 0.0311898 | Time: 3228.39 ms [2022-03-23 18:08:53 main:574] : INFO : Epoch 1931 | loss: 0.0311073 | val_loss: 0.0311871 | Time: 3190.42 ms [2022-03-23 18:08:56 main:574] : INFO : Epoch 1932 | loss: 0.0311077 | val_loss: 0.0311849 | Time: 3176.36 ms [2022-03-23 18:08:59 main:574] : INFO : Epoch 1933 | loss: 0.0311116 | val_loss: 0.0311969 | Time: 3276.49 ms [2022-03-23 18:09:03 main:574] : INFO : Epoch 1934 | loss: 0.0311117 | val_loss: 0.0311894 | Time: 3366.34 ms [2022-03-23 18:09:06 main:574] : INFO : Epoch 1935 | loss: 0.0311158 | val_loss: 0.0311817 | Time: 3293.91 ms [2022-03-23 18:09:09 main:574] : INFO : Epoch 1936 | loss: 0.0311158 | val_loss: 0.0311869 | Time: 3214.01 ms [2022-03-23 18:09:12 main:574] : INFO : Epoch 1937 | loss: 0.0311176 | val_loss: 0.0311873 | Time: 3179.99 ms [2022-03-23 18:09:16 main:574] : INFO : Epoch 1938 | loss: 0.0311159 | val_loss: 0.0311874 | Time: 3227.55 ms [2022-03-23 18:09:19 main:574] : INFO : Epoch 1939 | loss: 0.0311149 | val_loss: 0.0311889 | Time: 3257.73 ms [2022-03-23 18:09:22 main:574] : INFO : Epoch 1940 | loss: 0.0311174 | val_loss: 0.0311788 | Time: 3288.45 ms [2022-03-23 18:09:25 main:574] : INFO : Epoch 1941 | loss: 0.0311173 | val_loss: 0.0311855 | Time: 3227.16 ms [2022-03-23 18:09:29 main:574] : INFO : Epoch 1942 | loss: 0.0311124 | val_loss: 0.0311896 | Time: 3229.43 ms [2022-03-23 18:09:32 main:574] : INFO : Epoch 1943 | loss: 0.0311105 | val_loss: 0.0311852 | Time: 3252.22 ms [2022-03-23 18:09:35 main:574] : INFO : Epoch 1944 | loss: 0.0311124 | val_loss: 0.0311832 | Time: 3324.82 ms [2022-03-23 18:09:38 main:574] : INFO : Epoch 1945 | loss: 0.0311117 | val_loss: 0.0311999 | Time: 3271.84 ms [2022-03-23 18:09:42 main:574] : INFO : Epoch 1946 | loss: 0.0311135 | val_loss: 0.031195 | Time: 3153.55 ms [2022-03-23 18:09:45 main:574] : INFO : Epoch 1947 | loss: 0.0311083 | val_loss: 0.0311878 | Time: 3180.13 ms [2022-03-23 18:09:48 main:574] : INFO : Epoch 1948 | loss: 0.0311071 | val_loss: 0.0311875 | Time: 3261.67 ms [2022-03-23 18:09:51 main:574] : INFO : Epoch 1949 | loss: 0.0311095 | val_loss: 0.0312013 | Time: 3309.23 ms [2022-03-23 18:09:55 main:574] : INFO : Epoch 1950 | loss: 0.0311061 | val_loss: 0.0311928 | Time: 3312.45 ms [2022-03-23 18:09:58 main:574] : INFO : Epoch 1951 | loss: 0.0311033 | val_loss: 0.0311903 | Time: 3198.64 ms [2022-03-23 18:10:01 main:574] : INFO : Epoch 1952 | loss: 0.0311047 | val_loss: 0.0311908 | Time: 3175.23 ms [2022-03-23 18:10:04 main:574] : INFO : Epoch 1953 | loss: 0.0311026 | val_loss: 0.0311907 | Time: 3217.15 ms [2022-03-23 18:10:08 main:574] : INFO : Epoch 1954 | loss: 0.0311031 | val_loss: 0.0311872 | Time: 3285.73 ms [2022-03-23 18:10:11 main:574] : INFO : Epoch 1955 | loss: 0.0311022 | val_loss: 0.0311964 | Time: 3314.27 ms [2022-03-23 18:10:14 main:574] : INFO : Epoch 1956 | loss: 0.0311108 | val_loss: 0.0311848 | Time: 3281.17 ms [2022-03-23 18:10:17 main:574] : INFO : Epoch 1957 | loss: 0.031111 | val_loss: 0.0311894 | Time: 3241.88 ms [2022-03-23 18:10:21 main:574] : INFO : Epoch 1958 | loss: 0.0311068 | val_loss: 0.0311895 | Time: 3168.62 ms [2022-03-23 18:10:24 main:574] : INFO : Epoch 1959 | loss: 0.0311043 | val_loss: 0.0311932 | Time: 3257.83 ms [2022-03-23 18:10:27 main:574] : INFO : Epoch 1960 | loss: 0.0311387 | val_loss: 0.0311797 | Time: 3263.03 ms [2022-03-23 18:10:30 main:574] : INFO : Epoch 1961 | loss: 0.0311533 | val_loss: 0.0311772 | Time: 3216.42 ms [2022-03-23 18:10:34 main:574] : INFO : Epoch 1962 | loss: 0.0311466 | val_loss: 0.0311751 | Time: 3229.1 ms [2022-03-23 18:10:37 main:574] : INFO : Epoch 1963 | loss: 0.0311423 | val_loss: 0.0311863 | Time: 3257.59 ms [2022-03-23 18:10:40 main:574] : INFO : Epoch 1964 | loss: 0.0311377 | val_loss: 0.0311758 | Time: 3318.75 ms [2022-03-23 18:10:43 main:574] : INFO : Epoch 1965 | loss: 0.0311314 | val_loss: 0.0311828 | Time: 3283.9 ms [2022-03-23 18:10:47 main:574] : INFO : Epoch 1966 | loss: 0.0311285 | val_loss: 0.0311717 | Time: 3255.18 ms [2022-03-23 18:10:50 main:574] : INFO : Epoch 1967 | loss: 0.0311258 | val_loss: 0.0311774 | Time: 3175.09 ms [2022-03-23 18:10:53 main:574] : INFO : Epoch 1968 | loss: 0.0311265 | val_loss: 0.0311726 | Time: 3176.6 ms [2022-03-23 18:10:56 main:574] : INFO : Epoch 1969 | loss: 0.0311246 | val_loss: 0.0311854 | Time: 3306.53 ms [2022-03-23 18:11:00 main:574] : INFO : Epoch 1970 | loss: 0.0311241 | val_loss: 0.0311744 | Time: 3324.61 ms [2022-03-23 18:11:03 main:574] : INFO : Epoch 1971 | loss: 0.0311259 | val_loss: 0.0311778 | Time: 3293.74 ms [2022-03-23 18:11:06 main:574] : INFO : Epoch 1972 | loss: 0.0311241 | val_loss: 0.0311813 | Time: 3190.38 ms [2022-03-23 18:11:09 main:574] : INFO : Epoch 1973 | loss: 0.0311196 | val_loss: 0.0311827 | Time: 3176.13 ms [2022-03-23 18:11:12 main:574] : INFO : Epoch 1974 | loss: 0.0311208 | val_loss: 0.0311718 | Time: 3196.97 ms [2022-03-23 18:11:16 main:574] : INFO : Epoch 1975 | loss: 0.0311204 | val_loss: 0.0311822 | Time: 3321.76 ms [2022-03-23 18:11:19 main:574] : INFO : Epoch 1976 | loss: 0.031119 | val_loss: 0.0311812 | Time: 3322.03 ms [2022-03-23 18:11:22 main:574] : INFO : Epoch 1977 | loss: 0.0311171 | val_loss: 0.0311763 | Time: 3233.95 ms [2022-03-23 18:11:26 main:574] : INFO : Epoch 1978 | loss: 0.0311157 | val_loss: 0.0311772 | Time: 3260.82 ms [2022-03-23 18:11:29 main:574] : INFO : Epoch 1979 | loss: 0.0311154 | val_loss: 0.0311818 | Time: 3222.35 ms [2022-03-23 18:11:32 main:574] : INFO : Epoch 1980 | loss: 0.0311138 | val_loss: 0.0311746 | Time: 3243.32 ms [2022-03-23 18:11:35 main:574] : INFO : Epoch 1981 | loss: 0.0311135 | val_loss: 0.0311796 | Time: 3272.85 ms [2022-03-23 18:11:39 main:574] : INFO : Epoch 1982 | loss: 0.0311084 | val_loss: 0.0311877 | Time: 3220.01 ms [2022-03-23 18:11:42 main:574] : INFO : Epoch 1983 | loss: 0.0311116 | val_loss: 0.031183 | Time: 3282.3 ms [2022-03-23 18:11:45 main:574] : INFO : Epoch 1984 | loss: 0.0311115 | val_loss: 0.0311883 | Time: 3295.03 ms [2022-03-23 18:11:48 main:574] : INFO : Epoch 1985 | loss: 0.0311099 | val_loss: 0.0311902 | Time: 3253.94 ms [2022-03-23 18:11:52 main:574] : INFO : Epoch 1986 | loss: 0.0311055 | val_loss: 0.0311876 | Time: 3228.15 ms [2022-03-23 18:11:55 main:574] : INFO : Epoch 1987 | loss: 0.0311083 | val_loss: 0.0311869 | Time: 3145.98 ms [2022-03-23 18:11:58 main:574] : INFO : Epoch 1988 | loss: 0.0311055 | val_loss: 0.0311814 | Time: 3145.97 ms [2022-03-23 18:12:01 main:574] : INFO : Epoch 1989 | loss: 0.031103 | val_loss: 0.0311923 | Time: 3148.69 ms [2022-03-23 18:12:04 main:574] : INFO : Epoch 1990 | loss: 0.0311076 | val_loss: 0.0311947 | Time: 3202.13 ms [2022-03-23 18:12:08 main:574] : INFO : Epoch 1991 | loss: 0.0311043 | val_loss: 0.0311832 | Time: 3249.12 ms [2022-03-23 18:12:11 main:574] : INFO : Epoch 1992 | loss: 0.0311063 | val_loss: 0.0311888 | Time: 3181 ms [2022-03-23 18:12:14 main:574] : INFO : Epoch 1993 | loss: 0.031108 | val_loss: 0.0311954 | Time: 3134.35 ms [2022-03-23 18:12:17 main:574] : INFO : Epoch 1994 | loss: 0.031115 | val_loss: 0.031188 | Time: 3185.07 ms [2022-03-23 18:12:20 main:574] : INFO : Epoch 1995 | loss: 0.0311253 | val_loss: 0.0311768 | Time: 3200.62 ms [2022-03-23 18:12:23 main:574] : INFO : Epoch 1996 | loss: 0.0311298 | val_loss: 0.0311804 | Time: 3208.79 ms [2022-03-23 18:12:27 main:574] : INFO : Epoch 1997 | loss: 0.0311268 | val_loss: 0.0311838 | Time: 3220.01 ms [2022-03-23 18:12:30 main:574] : INFO : Epoch 1998 | loss: 0.0311222 | val_loss: 0.0311834 | Time: 3183.91 ms [2022-03-23 18:12:33 main:574] : INFO : Epoch 1999 | loss: 0.0311163 | val_loss: 0.0311868 | Time: 3180.41 ms [2022-03-23 18:12:36 main:574] : INFO : Epoch 2000 | loss: 0.0311147 | val_loss: 0.0311807 | Time: 3198.12 ms [2022-03-23 18:12:39 main:574] : INFO : Epoch 2001 | loss: 0.0311148 | val_loss: 0.0311862 | Time: 3200.85 ms [2022-03-23 18:12:43 main:574] : INFO : Epoch 2002 | loss: 0.0311121 | val_loss: 0.0311822 | Time: 3206.37 ms [2022-03-23 18:12:46 main:574] : INFO : Epoch 2003 | loss: 0.0311109 | val_loss: 0.0311828 | Time: 3172.95 ms [2022-03-23 18:12:49 main:574] : INFO : Epoch 2004 | loss: 0.0311102 | val_loss: 0.0311812 | Time: 3192.66 ms [2022-03-23 18:12:52 main:574] : INFO : Epoch 2005 | loss: 0.0311155 | val_loss: 0.0311848 | Time: 3192.85 ms [2022-03-23 18:12:55 main:574] : INFO : Epoch 2006 | loss: 0.03112 | val_loss: 0.0311833 | Time: 3212.91 ms [2022-03-23 18:12:59 main:574] : INFO : Epoch 2007 | loss: 0.0311194 | val_loss: 0.031186 | Time: 3215.12 ms [2022-03-23 18:13:02 main:574] : INFO : Epoch 2008 | loss: 0.031113 | val_loss: 0.0311903 | Time: 3171.19 ms [2022-03-23 18:13:05 main:574] : INFO : Epoch 2009 | loss: 0.0311161 | val_loss: 0.0311819 | Time: 3350.16 ms [2022-03-23 18:13:08 main:574] : INFO : Epoch 2010 | loss: 0.0311094 | val_loss: 0.0311875 | Time: 3258.76 ms [2022-03-23 18:13:12 main:574] : INFO : Epoch 2011 | loss: 0.0311118 | val_loss: 0.0311839 | Time: 3423.83 ms [2022-03-23 18:13:15 main:574] : INFO : Epoch 2012 | loss: 0.031117 | val_loss: 0.031192 | Time: 3309.56 ms [2022-03-23 18:13:18 main:574] : INFO : Epoch 2013 | loss: 0.0311107 | val_loss: 0.0311866 | Time: 3270.46 ms [2022-03-23 18:13:22 main:574] : INFO : Epoch 2014 | loss: 0.0311077 | val_loss: 0.0311898 | Time: 3232.98 ms [2022-03-23 18:13:25 main:574] : INFO : Epoch 2015 | loss: 0.0311081 | val_loss: 0.0311917 | Time: 3227.87 ms [2022-03-23 18:13:28 main:574] : INFO : Epoch 2016 | loss: 0.0311078 | val_loss: 0.0311837 | Time: 3201.42 ms [2022-03-23 18:13:31 main:574] : INFO : Epoch 2017 | loss: 0.0311106 | val_loss: 0.0311885 | Time: 3195.13 ms [2022-03-23 18:13:35 main:574] : INFO : Epoch 2018 | loss: 0.0311159 | val_loss: 0.0311765 | Time: 3241.21 ms [2022-03-23 18:13:38 main:574] : INFO : Epoch 2019 | loss: 0.0311173 | val_loss: 0.0311779 | Time: 3397.63 ms [2022-03-23 18:13:41 main:574] : INFO : Epoch 2020 | loss: 0.0311125 | val_loss: 0.0311842 | Time: 3277.18 ms [2022-03-23 18:13:44 main:574] : INFO : Epoch 2021 | loss: 0.0311085 | val_loss: 0.0311832 | Time: 3162.37 ms [2022-03-23 18:13:48 main:574] : INFO : Epoch 2022 | loss: 0.0311072 | val_loss: 0.031193 | Time: 3208.24 ms [2022-03-23 18:13:51 main:574] : INFO : Epoch 2023 | loss: 0.0311071 | val_loss: 0.0311818 | Time: 3194.27 ms [2022-03-23 18:13:54 main:574] : INFO : Epoch 2024 | loss: 0.031107 | val_loss: 0.0311963 | Time: 3236.84 ms [2022-03-23 18:13:57 main:574] : INFO : Epoch 2025 | loss: 0.0311034 | val_loss: 0.0311892 | Time: 3330.58 ms [2022-03-23 18:14:01 main:574] : INFO : Epoch 2026 | loss: 0.0311008 | val_loss: 0.0312014 | Time: 3290.06 ms [2022-03-23 18:14:04 main:574] : INFO : Epoch 2027 | loss: 0.0311065 | val_loss: 0.0311828 | Time: 3282.93 ms [2022-03-23 18:14:07 main:574] : INFO : Epoch 2028 | loss: 0.0311001 | val_loss: 0.0311948 | Time: 3220.88 ms [2022-03-23 18:14:10 main:574] : INFO : Epoch 2029 | loss: 0.0311001 | val_loss: 0.0311943 | Time: 3247.79 ms [2022-03-23 18:14:14 main:574] : INFO : Epoch 2030 | loss: 0.0311059 | val_loss: 0.0311899 | Time: 3518.71 ms [2022-03-23 18:14:17 main:574] : INFO : Epoch 2031 | loss: 0.0311066 | val_loss: 0.0311968 | Time: 3286.12 ms [2022-03-23 18:14:21 main:574] : INFO : Epoch 2032 | loss: 0.0311146 | val_loss: 0.0311858 | Time: 3597.02 ms [2022-03-23 18:14:25 main:574] : INFO : Epoch 2033 | loss: 0.0311172 | val_loss: 0.031189 | Time: 3724.81 ms [2022-03-23 18:14:28 main:574] : INFO : Epoch 2034 | loss: 0.0311144 | val_loss: 0.0311845 | Time: 3297.41 ms [2022-03-23 18:14:32 main:574] : INFO : Epoch 2035 | loss: 0.0311126 | val_loss: 0.0311918 | Time: 3987.98 ms [2022-03-23 18:14:36 main:574] : INFO : Epoch 2036 | loss: 0.0311061 | val_loss: 0.0311867 | Time: 3694.92 ms [2022-03-23 18:14:39 main:574] : INFO : Epoch 2037 | loss: 0.0311252 | val_loss: 0.0311806 | Time: 3747.58 ms [2022-03-23 18:14:43 main:574] : INFO : Epoch 2038 | loss: 0.0311251 | val_loss: 0.0311814 | Time: 3909.04 ms [2022-03-23 18:14:47 main:574] : INFO : Epoch 2039 | loss: 0.0311185 | val_loss: 0.0311816 | Time: 3764.48 ms [2022-03-23 18:14:51 main:574] : INFO : Epoch 2040 | loss: 0.0311115 | val_loss: 0.0311894 | Time: 3664.59 ms [2022-03-23 18:14:55 main:574] : INFO : Epoch 2041 | loss: 0.031117 | val_loss: 0.0311804 | Time: 4047.56 ms [2022-03-23 18:14:59 main:574] : INFO : Epoch 2042 | loss: 0.0311197 | val_loss: 0.0311859 | Time: 3939.9 ms [2022-03-23 18:15:03 main:574] : INFO : Epoch 2043 | loss: 0.0311141 | val_loss: 0.0311829 | Time: 4030.24 ms [2022-03-23 18:15:06 main:574] : INFO : Epoch 2044 | loss: 0.0311104 | val_loss: 0.0311912 | Time: 3691.07 ms [2022-03-23 18:15:10 main:574] : INFO : Epoch 2045 | loss: 0.0311095 | val_loss: 0.0311915 | Time: 3509.5 ms [2022-03-23 18:15:13 main:574] : INFO : Epoch 2046 | loss: 0.031113 | val_loss: 0.031179 | Time: 3250 ms [2022-03-23 18:15:16 main:574] : INFO : Epoch 2047 | loss: 0.0311072 | val_loss: 0.0311831 | Time: 3242.53 ms [2022-03-23 18:15:20 main:574] : INFO : Epoch 2048 | loss: 0.0311128 | val_loss: 0.0311866 | Time: 3360.09 ms [2022-03-23 18:15:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311866 [2022-03-23 18:15:20 main:603] : INFO : Saving end state to config to file [2022-03-23 18:15:20 main:608] : INFO : Success, exiting.. 18:15:20 (31728): 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)