Task 10862374
| Name | ParityModified-1639947788-3364-2-0_0 |
| Workunit | 8168218 |
| Created | 18 Jan 2022, 3:47:33 UTC |
| Sent | 5 Feb 2022, 2:25:57 UTC |
| Report deadline | 13 Feb 2022, 2:25:57 UTC |
| Received | 5 Feb 2022, 21:19:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6020 |
| Run time | 4 hours 16 min 36 sec |
| CPU time | 3 hours 55 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.96 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 02-05 14:12:56 main:574] : INFO : Epoch 1542 | loss: 0.0311445 | val_loss: 0.0311769 | Time: 7577.36 ms [2022-02-05 14:13:04 main:574] : INFO : Epoch 1543 | loss: 0.0311456 | val_loss: 0.0311724 | Time: 7864.33 ms [2022-02-05 14:13:12 main:574] : INFO : Epoch 1544 | loss: 0.0311502 | val_loss: 0.0311733 | Time: 7995.21 ms [2022-02-05 14:13:19 main:574] : INFO : Epoch 1545 | loss: 0.031159 | val_loss: 0.0311781 | Time: 7567.17 ms [2022-02-05 14:13:27 main:574] : INFO : Epoch 1546 | loss: 0.0320382 | val_loss: 0.0317585 | Time: 7621.13 ms [2022-02-05 14:13:34 main:574] : INFO : Epoch 1547 | loss: 0.0315572 | val_loss: 0.0312476 | Time: 7276.08 ms [2022-02-05 14:13:42 main:574] : INFO : Epoch 1548 | loss: 0.031211 | val_loss: 0.0311879 | Time: 7636.82 ms [2022-02-05 14:13:50 main:574] : INFO : Epoch 1549 | loss: 0.0311671 | val_loss: 0.0311723 | Time: 7817.55 ms [2022-02-05 14:13:57 main:574] : INFO : Epoch 1550 | loss: 0.0311609 | val_loss: 0.0311758 | Time: 7410.35 ms [2022-02-05 14:14:05 main:574] : INFO : Epoch 1551 | loss: 0.031161 | val_loss: 0.0311753 | Time: 8060.34 ms [2022-02-05 14:14:13 main:574] : INFO : Epoch 1552 | loss: 0.0311591 | val_loss: 0.0311699 | Time: 7517.29 ms [2022-02-05 14:14:20 main:574] : INFO : Epoch 1553 | loss: 0.0311544 | val_loss: 0.0311705 | Time: 7700.77 ms [2022-02-05 14:14:28 main:574] : INFO : Epoch 1554 | loss: 0.0311528 | val_loss: 0.0311682 | Time: 7579.37 ms [2022-02-05 14:14:36 main:574] : INFO : Epoch 1555 | loss: 0.0311501 | val_loss: 0.0311691 | Time: 7864.89 ms [2022-02-05 14:14:43 main:574] : INFO : Epoch 1556 | loss: 0.0311481 | val_loss: 0.03117 | Time: 7625.69 ms [2022-02-05 14:14:51 main:574] : INFO : Epoch 1557 | loss: 0.0311501 | val_loss: 0.0311808 | Time: 7585.72 ms [2022-02-05 14:14:59 main:574] : INFO : Epoch 1558 | loss: 0.0311521 | val_loss: 0.0311689 | Time: 7712.36 ms [2022-02-05 14:15:07 main:574] : INFO : Epoch 1559 | loss: 0.0311493 | val_loss: 0.0311735 | Time: 7798.75 ms [2022-02-05 14:15:14 main:574] : INFO : Epoch 1560 | loss: 0.0311468 | val_loss: 0.0311714 | Time: 7550.85 ms [2022-02-05 14:15:22 main:574] : INFO : Epoch 1561 | loss: 0.0311438 | val_loss: 0.0311744 | Time: 7639.37 ms [2022-02-05 14:15:29 main:574] : INFO : Epoch 1562 | loss: 0.031144 | val_loss: 0.0311707 | Time: 7415.53 ms [2022-02-05 14:15:37 main:574] : INFO : Epoch 1563 | loss: 0.031144 | val_loss: 0.0311815 | Time: 7661.34 ms [2022-02-05 14:15:45 main:574] : INFO : Epoch 1564 | loss: 0.031145 | val_loss: 0.0311706 | Time: 7858.4 ms [2022-02-05 14:15:52 main:574] : INFO : Epoch 1565 | loss: 0.0311416 | val_loss: 0.031172 | Time: 7662.27 ms [2022-02-05 14:16:00 main:574] : INFO : Epoch 1566 | loss: 0.0311404 | val_loss: 0.0311711 | Time: 7694.01 ms [2022-02-05 14:16:08 main:574] : INFO : Epoch 1567 | loss: 0.0311395 | val_loss: 0.0311711 | Time: 7500.44 ms [2022-02-05 14:16:15 main:574] : INFO : Epoch 1568 | loss: 0.0311397 | val_loss: 0.0311751 | Time: 7755.26 ms [2022-02-05 14:16:23 main:574] : INFO : Epoch 1569 | loss: 0.0311425 | val_loss: 0.0311717 | Time: 7953.78 ms [2022-02-05 14:16:31 main:574] : INFO : Epoch 1570 | loss: 0.0311428 | val_loss: 0.0311709 | Time: 7724.31 ms [2022-02-05 14:16:39 main:574] : INFO : Epoch 1571 | loss: 0.0311429 | val_loss: 0.0311735 | Time: 7789.23 ms [2022-02-05 14:16:47 main:574] : INFO : Epoch 1572 | loss: 0.031145 | val_loss: 0.0311683 | Time: 7563.72 ms [2022-02-05 14:16:54 main:574] : INFO : Epoch 1573 | loss: 0.0311418 | val_loss: 0.0311732 | Time: 7423.95 ms [2022-02-05 14:17:02 main:574] : INFO : Epoch 1574 | loss: 0.0311448 | val_loss: 0.0311719 | Time: 7940.91 ms [2022-02-05 14:17:09 main:574] : INFO : Epoch 1575 | loss: 0.0311443 | val_loss: 0.031174 | Time: 7323.2 ms [2022-02-05 14:17:17 main:574] : INFO : Epoch 1576 | loss: 0.0311399 | val_loss: 0.0311694 | Time: 7848.18 ms [2022-02-05 14:17:25 main:574] : INFO : Epoch 1577 | loss: 0.0311421 | val_loss: 0.0311762 | Time: 7819.5 ms [2022-02-05 14:17:32 main:574] : INFO : Epoch 1578 | loss: 0.0311423 | val_loss: 0.0311746 | Time: 7558.67 ms [2022-02-05 14:17:40 main:574] : INFO : Epoch 1579 | loss: 0.0311407 | val_loss: 0.0311688 | Time: 7820.35 ms [2022-02-05 14:17:48 main:574] : INFO : Epoch 1580 | loss: 0.0311374 | val_loss: 0.0311717 | Time: 7543.94 ms [2022-02-05 14:17:56 main:574] : INFO : Epoch 1581 | loss: 0.0311376 | val_loss: 0.0311846 | Time: 7674.74 ms [2022-02-05 14:18:03 main:574] : INFO : Epoch 1582 | loss: 0.0311459 | val_loss: 0.0311796 | Time: 7175.97 ms [2022-02-05 14:18:11 main:574] : INFO : Epoch 1583 | loss: 0.0311433 | val_loss: 0.0311723 | Time: 7904.62 ms [2022-02-05 14:18:19 main:574] : INFO : Epoch 1584 | loss: 0.0311359 | val_loss: 0.0311731 | Time: 7895 ms [2022-02-05 14:18:26 main:574] : INFO : Epoch 1585 | loss: 0.0311372 | val_loss: 0.0311743 | Time: 7845.13 ms [2022-02-05 14:18:34 main:574] : INFO : Epoch 1586 | loss: 0.0311373 | val_loss: 0.0311715 | Time: 7770.29 ms [2022-02-05 14:18:42 main:574] : INFO : Epoch 1587 | loss: 0.0311373 | val_loss: 0.0311709 | Time: 7784.84 ms [2022-02-05 14:18:50 main:574] : INFO : Epoch 1588 | loss: 0.0311365 | val_loss: 0.0311718 | Time: 8282.47 ms [2022-02-05 14:18:58 main:574] : INFO : Epoch 1589 | loss: 0.03114 | val_loss: 0.0311827 | Time: 8179.43 ms [2022-02-05 14:19:06 main:574] : INFO : Epoch 1590 | loss: 0.0311495 | val_loss: 0.0311748 | Time: 7940 ms [2022-02-05 14:19:14 main:574] : INFO : Epoch 1591 | loss: 0.0311477 | val_loss: 0.0311704 | Time: 7814.45 ms [2022-02-05 14:19:22 main:574] : INFO : Epoch 1592 | loss: 0.0311432 | val_loss: 0.0311785 | Time: 7436.92 ms [2022-02-05 14:19:29 main:574] : INFO : Epoch 1593 | loss: 0.0311464 | val_loss: 0.031176 | Time: 7571.87 ms [2022-02-05 14:19:37 main:574] : INFO : Epoch 1594 | loss: 0.0311403 | val_loss: 0.031173 | Time: 7744.94 ms [2022-02-05 14:19:45 main:574] : INFO : Epoch 1595 | loss: 0.0311402 | val_loss: 0.0311747 | Time: 7575.93 ms [2022-02-05 14:19:53 main:574] : INFO : Epoch 1596 | loss: 0.0311415 | val_loss: 0.0311795 | Time: 8109.41 ms [2022-02-05 14:20:00 main:574] : INFO : Epoch 1597 | loss: 0.0311398 | val_loss: 0.0311743 | Time: 7677.61 ms [2022-02-05 14:20:08 main:574] : INFO : Epoch 1598 | loss: 0.0311388 | val_loss: 0.0311756 | Time: 7594.78 ms [2022-02-05 14:20:16 main:574] : INFO : Epoch 1599 | loss: 0.0311367 | val_loss: 0.0311738 | Time: 7558.15 ms [2022-02-05 14:20:23 main:574] : INFO : Epoch 1600 | loss: 0.0311358 | val_loss: 0.031177 | Time: 7636.14 ms [2022-02-05 14:20:31 main:574] : INFO : Epoch 1601 | loss: 0.0311398 | val_loss: 0.0311747 | Time: 7494.41 ms [2022-02-05 14:20:39 main:574] : INFO : Epoch 1602 | loss: 0.0311388 | val_loss: 0.0311672 | Time: 8030.34 ms [2022-02-05 14:20:47 main:574] : INFO : Epoch 1603 | loss: 0.0311394 | val_loss: 0.0311697 | Time: 7817.91 ms [2022-02-05 14:20:54 main:574] : INFO : Epoch 1604 | loss: 0.0311436 | val_loss: 0.0311695 | Time: 7749.4 ms [2022-02-05 14:21:02 main:574] : INFO : Epoch 1605 | loss: 0.0311384 | val_loss: 0.0311704 | Time: 7786.94 ms [2022-02-05 14:21:10 main:574] : INFO : Epoch 1606 | loss: 0.031136 | val_loss: 0.0311781 | Time: 7622.43 ms [2022-02-05 14:21:17 main:574] : INFO : Epoch 1607 | loss: 0.0311384 | val_loss: 0.0311742 | Time: 7637.29 ms [2022-02-05 14:21:25 main:574] : INFO : Epoch 1608 | loss: 0.0311366 | val_loss: 0.031178 | Time: 7591.27 ms [2022-02-05 14:21:33 main:574] : INFO : Epoch 1609 | loss: 0.031136 | val_loss: 0.0311712 | Time: 7871.63 ms [2022-02-05 14:21:41 main:574] : INFO : Epoch 1610 | loss: 0.031136 | val_loss: 0.0311727 | Time: 7969.75 ms [2022-02-05 14:21:49 main:574] : INFO : Epoch 1611 | loss: 0.0311354 | val_loss: 0.0311793 | Time: 7691.1 ms [2022-02-05 14:21:56 main:574] : INFO : Epoch 1612 | loss: 0.0311359 | val_loss: 0.0311799 | Time: 7750.18 ms [2022-02-05 14:22:04 main:574] : INFO : Epoch 1613 | loss: 0.0311336 | val_loss: 0.0311756 | Time: 7602.44 ms [2022-02-05 14:22:12 main:574] : INFO : Epoch 1614 | loss: 0.0311348 | val_loss: 0.0311737 | Time: 8002.55 ms [2022-02-05 14:22:20 main:574] : INFO : Epoch 1615 | loss: 0.0311328 | val_loss: 0.0311731 | Time: 7744.11 ms [2022-02-05 14:22:27 main:574] : INFO : Epoch 1616 | loss: 0.0311345 | val_loss: 0.0311776 | Time: 7278.81 ms [2022-02-05 14:22:35 main:574] : INFO : Epoch 1617 | loss: 0.0311355 | val_loss: 0.0311774 | Time: 7430.92 ms [2022-02-05 14:22:42 main:574] : INFO : Epoch 1618 | loss: 0.0311338 | val_loss: 0.0311721 | Time: 7561.02 ms [2022-02-05 14:22:50 main:574] : INFO : Epoch 1619 | loss: 0.0311359 | val_loss: 0.0311706 | Time: 7879.72 ms [2022-02-05 14:22:58 main:574] : INFO : Epoch 1620 | loss: 0.0311358 | val_loss: 0.0311736 | Time: 8080.16 ms [2022-02-05 14:23:06 main:574] : INFO : Epoch 1621 | loss: 0.0311372 | val_loss: 0.0311705 | Time: 7913.38 ms [2022-02-05 14:23:14 main:574] : INFO : Epoch 1622 | loss: 0.031138 | val_loss: 0.0311747 | Time: 7467.28 ms [2022-02-05 14:23:21 main:574] : INFO : Epoch 1623 | loss: 0.0311392 | val_loss: 0.0311716 | Time: 7770.94 ms [2022-02-05 14:23:29 main:574] : INFO : Epoch 1624 | loss: 0.0311403 | val_loss: 0.0311783 | Time: 7572.97 ms [2022-02-05 14:23:37 main:574] : INFO : Epoch 1625 | loss: 0.0311405 | val_loss: 0.0311811 | Time: 7953.38 ms [2022-02-05 14:23:45 main:574] : INFO : Epoch 1626 | loss: 0.0311421 | val_loss: 0.0311726 | Time: 7942.29 ms [2022-02-05 14:23:53 main:574] : INFO : Epoch 1627 | loss: 0.0311368 | val_loss: 0.0311754 | Time: 7814.38 ms [2022-02-05 14:24:00 main:574] : INFO : Epoch 1628 | loss: 0.0311369 | val_loss: 0.0311724 | Time: 7632.44 ms [2022-02-05 14:24:08 main:574] : INFO : Epoch 1629 | loss: 0.0311371 | val_loss: 0.0311718 | Time: 7382.32 ms [2022-02-05 14:24:15 main:574] : INFO : Epoch 1630 | loss: 0.0311362 | val_loss: 0.0311748 | Time: 7568.52 ms [2022-02-05 14:24:23 main:574] : INFO : Epoch 1631 | loss: 0.0311351 | val_loss: 0.0311741 | Time: 7764.36 ms [2022-02-05 14:24:31 main:574] : INFO : Epoch 1632 | loss: 0.0311363 | val_loss: 0.0311724 | Time: 8063.89 ms [2022-02-05 14:24:39 main:574] : INFO : Epoch 1633 | loss: 0.03114 | val_loss: 0.0311845 | Time: 7654.18 ms [2022-02-05 14:24:47 main:574] : INFO : Epoch 1634 | loss: 0.0311397 | val_loss: 0.0311782 | Time: 7896.79 ms [2022-02-05 14:24:54 main:574] : INFO : Epoch 1635 | loss: 0.0311465 | val_loss: 0.0311772 | Time: 7678.08 ms [2022-02-05 14:25:02 main:574] : INFO : Epoch 1636 | loss: 0.0311436 | val_loss: 0.0311843 | Time: 7465.56 ms [2022-02-05 14:25:10 main:574] : INFO : Epoch 1637 | loss: 0.0311408 | val_loss: 0.031174 | Time: 7663.39 ms [2022-02-05 14:25:17 main:574] : INFO : Epoch 1638 | loss: 0.031139 | val_loss: 0.0311735 | Time: 7307.84 ms [2022-02-05 14:25:24 main:574] : INFO : Epoch 1639 | loss: 0.0311356 | val_loss: 0.0311736 | Time: 7627.41 ms [2022-02-05 14:25:32 main:574] : INFO : Epoch 1640 | loss: 0.0311352 | val_loss: 0.0311758 | Time: 7762.99 ms [2022-02-05 14:25:40 main:574] : INFO : Epoch 1641 | loss: 0.0311496 | val_loss: 0.0311655 | Time: 7844.23 ms [2022-02-05 14:25:48 main:574] : INFO : Epoch 1642 | loss: 0.0311482 | val_loss: 0.0311721 | Time: 7695.15 ms [2022-02-05 14:25:55 main:574] : INFO : Epoch 1643 | loss: 0.0311432 | val_loss: 0.0311707 | Time: 7413.75 ms [2022-02-05 14:26:03 main:574] : INFO : Epoch 1644 | loss: 0.0311441 | val_loss: 0.0311739 | Time: 7533.36 ms [2022-02-05 14:26:10 main:574] : INFO : Epoch 1645 | loss: 0.0311439 | val_loss: 0.031166 | Time: 7512.15 ms [2022-02-05 14:26:18 main:574] : INFO : Epoch 1646 | loss: 0.0311431 | val_loss: 0.0311675 | Time: 7626 ms [2022-02-05 14:26:25 main:574] : INFO : Epoch 1647 | loss: 0.0311434 | val_loss: 0.0311725 | Time: 7421.79 ms [2022-02-05 14:26:33 main:574] : INFO : Epoch 1648 | loss: 0.0311419 | val_loss: 0.0311708 | Time: 7580.91 ms [2022-02-05 14:26:41 main:574] : INFO : Epoch 1649 | loss: 0.0311406 | val_loss: 0.0311691 | Time: 7555.66 ms [2022-02-05 14:26:48 main:574] : INFO : Epoch 1650 | loss: 0.0311384 | val_loss: 0.0311823 | Time: 7757.18 ms [2022-02-05 14:26:56 main:574] : INFO : Epoch 1651 | loss: 0.0311542 | val_loss: 0.0311687 | Time: 7497.55 ms [2022-02-05 14:27:03 main:574] : INFO : Epoch 1652 | loss: 0.0311493 | val_loss: 0.0311709 | Time: 7458.51 ms [2022-02-05 14:27:11 main:574] : INFO : Epoch 1653 | loss: 0.0311443 | val_loss: 0.0311676 | Time: 7519.88 ms [2022-02-05 14:27:19 main:574] : INFO : Epoch 1654 | loss: 0.0311401 | val_loss: 0.0311659 | Time: 7873.67 ms [2022-02-05 14:27:26 main:574] : INFO : Epoch 1655 | loss: 0.0311381 | val_loss: 0.0311658 | Time: 7637.77 ms [2022-02-05 14:27:34 main:574] : INFO : Epoch 1656 | loss: 0.031142 | val_loss: 0.031168 | Time: 7342.45 ms [2022-02-05 14:27:42 main:574] : INFO : Epoch 1657 | loss: 0.0311398 | val_loss: 0.0311686 | Time: 8130.47 ms [2022-02-05 14:27:49 main:574] : INFO : Epoch 1658 | loss: 0.0311392 | val_loss: 0.0311698 | Time: 7568.57 ms [2022-02-05 14:27:57 main:574] : INFO : Epoch 1659 | loss: 0.0311383 | val_loss: 0.0311696 | Time: 7700.81 ms [2022-02-05 14:28:05 main:574] : INFO : Epoch 1660 | loss: 0.0311417 | val_loss: 0.0311659 | Time: 7689.88 ms [2022-02-05 14:28:12 main:574] : INFO : Epoch 1661 | loss: 0.0311443 | val_loss: 0.0311667 | Time: 7606.52 ms [2022-02-05 14:28:20 main:574] : INFO : Epoch 1662 | loss: 0.0311411 | val_loss: 0.0311685 | Time: 7907.04 ms [2022-02-05 14:28:29 main:574] : INFO : Epoch 1663 | loss: 0.0311349 | val_loss: 0.0311685 | Time: 8102.05 ms [2022-02-05 14:28:37 main:574] : INFO : Epoch 1664 | loss: 0.0311327 | val_loss: 0.031171 | Time: 7986.86 ms [2022-02-05 14:28:44 main:574] : INFO : Epoch 1665 | loss: 0.0311325 | val_loss: 0.0311676 | Time: 7247.34 ms [2022-02-05 14:28:51 main:574] : INFO : Epoch 1666 | loss: 0.0311537 | val_loss: 0.031173 | Time: 7561.05 ms [2022-02-05 14:28:59 main:574] : INFO : Epoch 1667 | loss: 0.0311548 | val_loss: 0.031165 | Time: 7232.07 ms [2022-02-05 14:29:07 main:574] : INFO : Epoch 1668 | loss: 0.031146 | val_loss: 0.0311664 | Time: 7972.8 ms [2022-02-05 14:29:14 main:574] : INFO : Epoch 1669 | loss: 0.0311414 | val_loss: 0.0311694 | Time: 7587.08 ms [2022-02-05 14:29:22 main:574] : INFO : Epoch 1670 | loss: 0.0311402 | val_loss: 0.0311671 | Time: 7708.93 ms [2022-02-05 14:29:30 main:574] : INFO : Epoch 1671 | loss: 0.0311399 | val_loss: 0.0311722 | Time: 7898.75 ms [2022-02-05 14:29:38 main:574] : INFO : Epoch 1672 | loss: 0.0311388 | val_loss: 0.031175 | Time: 7994.21 ms [2022-02-05 14:29:46 main:574] : INFO : Epoch 1673 | loss: 0.0311412 | val_loss: 0.0311678 | Time: 7680.64 ms [2022-02-05 14:29:53 main:574] : INFO : Epoch 1674 | loss: 0.031138 | val_loss: 0.0311667 | Time: 7674.97 ms [2022-02-05 14:30:01 main:574] : INFO : Epoch 1675 | loss: 0.0311359 | val_loss: 0.0311662 | Time: 7563.7 ms [2022-02-05 14:30:09 main:574] : INFO : Epoch 1676 | loss: 0.0311343 | val_loss: 0.0311676 | Time: 7786.69 ms [2022-02-05 14:30:16 main:574] : INFO : Epoch 1677 | loss: 0.0311357 | val_loss: 0.0311696 | Time: 7837.65 ms [2022-02-05 14:30:24 main:574] : INFO : Epoch 1678 | loss: 0.0311335 | val_loss: 0.0311695 | Time: 7777.28 ms [2022-02-05 14:30:32 main:574] : INFO : Epoch 1679 | loss: 0.0311325 | val_loss: 0.0311702 | Time: 7669.41 ms [2022-02-05 14:30:40 main:574] : INFO : Epoch 1680 | loss: 0.0311352 | val_loss: 0.0311675 | Time: 7873.48 ms [2022-02-05 14:30:47 main:574] : INFO : Epoch 1681 | loss: 0.0311335 | val_loss: 0.0311675 | Time: 7577.51 ms [2022-02-05 14:30:55 main:574] : INFO : Epoch 1682 | loss: 0.031134 | val_loss: 0.0311673 | Time: 7582.26 ms [2022-02-05 14:31:03 main:574] : INFO : Epoch 1683 | loss: 0.0311313 | val_loss: 0.0311677 | Time: 7793.26 ms [2022-02-05 14:31:11 main:574] : INFO : Epoch 1684 | loss: 0.0311329 | val_loss: 0.0311735 | Time: 7980.13 ms [2022-02-05 14:31:19 main:574] : INFO : Epoch 1685 | loss: 0.0311347 | val_loss: 0.0311735 | Time: 7822.57 ms [2022-02-05 14:31:27 main:574] : INFO : Epoch 1686 | loss: 0.0311327 | val_loss: 0.0311756 | Time: 8013.72 ms [2022-02-05 14:31:34 main:574] : INFO : Epoch 1687 | loss: 0.0311326 | val_loss: 0.0311757 | Time: 7346.55 ms [2022-02-05 14:31:42 main:574] : INFO : Epoch 1688 | loss: 0.0311331 | val_loss: 0.0311718 | Time: 7888.28 ms [2022-02-05 14:31:50 main:574] : INFO : Epoch 1689 | loss: 0.0311291 | val_loss: 0.0311699 | Time: 7665.96 ms [2022-02-05 14:31:57 main:574] : INFO : Epoch 1690 | loss: 0.0311369 | val_loss: 0.0311689 | Time: 7787.29 ms [2022-02-05 14:32:05 main:574] : INFO : Epoch 1691 | loss: 0.0311445 | val_loss: 0.0311676 | Time: 7808.4 ms [2022-02-05 14:32:13 main:574] : INFO : Epoch 1692 | loss: 0.0311406 | val_loss: 0.0311694 | Time: 7729.47 ms [2022-02-05 14:32:20 main:574] : INFO : Epoch 1693 | loss: 0.0311372 | val_loss: 0.0311664 | Time: 7429.6 ms [2022-02-05 14:32:28 main:574] : INFO : Epoch 1694 | loss: 0.0311368 | val_loss: 0.0311717 | Time: 7594.34 ms [2022-02-05 14:32:36 main:574] : INFO : Epoch 1695 | loss: 0.0311379 | val_loss: 0.0311668 | Time: 7525.52 ms [2022-02-05 14:32:43 main:574] : INFO : Epoch 1696 | loss: 0.031137 | val_loss: 0.0311696 | Time: 7730.95 ms [2022-02-05 14:32:51 main:574] : INFO : Epoch 1697 | loss: 0.0311325 | val_loss: 0.0311743 | Time: 7960.89 ms [2022-02-05 14:32:59 main:574] : INFO : Epoch 1698 | loss: 0.0311378 | val_loss: 0.0311699 | Time: 7865.52 ms [2022-02-05 14:33:07 main:574] : INFO : Epoch 1699 | loss: 0.0311354 | val_loss: 0.0311695 | Time: 7971.91 ms [2022-02-05 14:33:15 main:574] : INFO : Epoch 1700 | loss: 0.0311351 | val_loss: 0.0311672 | Time: 7259.57 ms [2022-02-05 14:33:22 main:574] : INFO : Epoch 1701 | loss: 0.0311317 | val_loss: 0.0311703 | Time: 7443.2 ms [2022-02-05 14:33:30 main:574] : INFO : Epoch 1702 | loss: 0.0311294 | val_loss: 0.0311725 | Time: 7745.79 ms [2022-02-05 14:33:38 main:574] : INFO : Epoch 1703 | loss: 0.031134 | val_loss: 0.0311834 | Time: 7774.07 ms [2022-02-05 14:33:45 main:574] : INFO : Epoch 1704 | loss: 0.0311381 | val_loss: 0.031173 | Time: 7685.06 ms [2022-02-05 14:33:53 main:574] : INFO : Epoch 1705 | loss: 0.031135 | val_loss: 0.0311677 | Time: 7997.27 ms [2022-02-05 14:34:01 main:574] : INFO : Epoch 1706 | loss: 0.0311325 | val_loss: 0.0311704 | Time: 7581 ms [2022-02-05 14:34:08 main:574] : INFO : Epoch 1707 | loss: 0.0311301 | val_loss: 0.0311728 | Time: 7614.12 ms [2022-02-05 14:34:16 main:574] : INFO : Epoch 1708 | loss: 0.0311316 | val_loss: 0.0311664 | Time: 7694.63 ms [2022-02-05 14:34:24 main:574] : INFO : Epoch 1709 | loss: 0.0311356 | val_loss: 0.0311715 | Time: 7980.65 ms [2022-02-05 14:34:32 main:574] : INFO : Epoch 1710 | loss: 0.0311465 | val_loss: 0.0311706 | Time: 7840.29 ms [2022-02-05 14:34:40 main:574] : INFO : Epoch 1711 | loss: 0.0311409 | val_loss: 0.0311737 | Time: 7569.59 ms [2022-02-05 14:34:48 main:574] : INFO : Epoch 1712 | loss: 0.0311375 | val_loss: 0.0311694 | Time: 7946.16 ms [2022-02-05 14:34:56 main:574] : INFO : Epoch 1713 | loss: 0.0311369 | val_loss: 0.0311732 | Time: 7997.97 ms [2022-02-05 14:35:03 main:574] : INFO : Epoch 1714 | loss: 0.031132 | val_loss: 0.0311747 | Time: 7578.05 ms [2022-02-05 14:35:11 main:574] : INFO : Epoch 1715 | loss: 0.0311303 | val_loss: 0.0311731 | Time: 7434.41 ms [2022-02-05 14:35:18 main:574] : INFO : Epoch 1716 | loss: 0.0311308 | val_loss: 0.0311678 | Time: 7743.48 ms [2022-02-05 14:35:26 main:574] : INFO : Epoch 1717 | loss: 0.0311287 | val_loss: 0.0311707 | Time: 7894.92 ms [2022-02-05 14:35:35 main:574] : INFO : Epoch 1718 | loss: 0.0311281 | val_loss: 0.0311756 | Time: 8164.48 ms [2022-02-05 14:35:43 main:574] : INFO : Epoch 1719 | loss: 0.0311275 | val_loss: 0.0311828 | Time: 8084.43 ms [2022-02-05 14:35:51 main:574] : INFO : Epoch 1720 | loss: 0.0311302 | val_loss: 0.0311738 | Time: 7979.48 ms [2022-02-05 14:35:58 main:574] : INFO : Epoch 1721 | loss: 0.0311322 | val_loss: 0.0311696 | Time: 7685.57 ms [2022-02-05 14:36:06 main:574] : INFO : Epoch 1722 | loss: 0.0311288 | val_loss: 0.0311725 | Time: 7760.72 ms [2022-02-05 14:36:14 main:574] : INFO : Epoch 1723 | loss: 0.0311303 | val_loss: 0.0311695 | Time: 7710.96 ms [2022-02-05 14:36:22 main:574] : INFO : Epoch 1724 | loss: 0.0311308 | val_loss: 0.0311716 | Time: 8177.63 ms [2022-02-05 14:36:30 main:574] : INFO : Epoch 1725 | loss: 0.0311302 | val_loss: 0.0311751 | Time: 7823.61 ms [2022-02-05 14:36:38 main:574] : INFO : Epoch 1726 | loss: 0.0311378 | val_loss: 0.0311998 | Time: 7981.39 ms [2022-02-05 14:36:45 main:574] : INFO : Epoch 1727 | loss: 0.0311642 | val_loss: 0.0311769 | Time: 7406.6 ms [2022-02-05 14:36:53 main:574] : INFO : Epoch 1728 | loss: 0.0311549 | val_loss: 0.031173 | Time: 7528.52 ms [2022-02-05 14:37:00 main:574] : INFO : Epoch 1729 | loss: 0.031152 | val_loss: 0.0311751 | Time: 6901.32 ms [2022-02-05 14:37:07 main:574] : INFO : Epoch 1730 | loss: 0.0311485 | val_loss: 0.0311762 | Time: 7667.03 ms [2022-02-05 14:37:15 main:574] : INFO : Epoch 1731 | loss: 0.0311459 | val_loss: 0.0311702 | Time: 7955.54 ms [2022-02-05 14:37:23 main:574] : INFO : Epoch 1732 | loss: 0.0311449 | val_loss: 0.0311709 | Time: 7835.23 ms [2022-02-05 14:37:31 main:574] : INFO : Epoch 1733 | loss: 0.0311395 | val_loss: 0.0311695 | Time: 7361.79 ms [2022-02-05 14:37:38 main:574] : INFO : Epoch 1734 | loss: 0.0311365 | val_loss: 0.0311744 | Time: 7716.68 ms [2022-02-05 14:37:46 main:574] : INFO : Epoch 1735 | loss: 0.0311352 | val_loss: 0.0311814 | Time: 7772.32 ms [2022-02-05 14:37:54 main:574] : INFO : Epoch 1736 | loss: 0.0311359 | val_loss: 0.0311734 | Time: 7717.03 ms [2022-02-05 14:38:02 main:574] : INFO : Epoch 1737 | loss: 0.0311339 | val_loss: 0.0311701 | Time: 7933.06 ms [2022-02-05 14:38:09 main:574] : INFO : Epoch 1738 | loss: 0.0311348 | val_loss: 0.0311891 | Time: 7541.07 ms [2022-02-05 14:38:17 main:574] : INFO : Epoch 1739 | loss: 0.031136 | val_loss: 0.0311743 | Time: 7543.07 ms [2022-02-05 14:38:24 main:574] : INFO : Epoch 1740 | loss: 0.0311321 | val_loss: 0.0311756 | Time: 7606.01 ms [2022-02-05 14:38:32 main:574] : INFO : Epoch 1741 | loss: 0.0311333 | val_loss: 0.0311771 | Time: 7615.29 ms [2022-02-05 14:38:39 main:574] : INFO : Epoch 1742 | loss: 0.0311302 | val_loss: 0.0311726 | Time: 7267.34 ms [2022-02-05 14:38:47 main:574] : INFO : Epoch 1743 | loss: 0.0311289 | val_loss: 0.0311751 | Time: 7678.67 ms [2022-02-05 14:38:55 main:574] : INFO : Epoch 1744 | loss: 0.0311349 | val_loss: 0.0311694 | Time: 7715.2 ms [2022-02-05 14:39:02 main:574] : INFO : Epoch 1745 | loss: 0.0311325 | val_loss: 0.0311735 | Time: 7638.58 ms [2022-02-05 14:39:10 main:574] : INFO : Epoch 1746 | loss: 0.0311304 | val_loss: 0.0311763 | Time: 7854.15 ms [2022-02-05 14:39:18 main:574] : INFO : Epoch 1747 | loss: 0.0311272 | val_loss: 0.0311683 | Time: 7538.28 ms [2022-02-05 14:39:25 main:574] : INFO : Epoch 1748 | loss: 0.0311273 | val_loss: 0.0311745 | Time: 7500.38 ms [2022-02-05 14:39:33 main:574] : INFO : Epoch 1749 | loss: 0.0311367 | val_loss: 0.0311694 | Time: 7337.94 ms [2022-02-05 14:39:41 main:574] : INFO : Epoch 1750 | loss: 0.0311471 | val_loss: 0.0311844 | Time: 7807.14 ms [2022-02-05 14:39:48 main:574] : INFO : Epoch 1751 | loss: 0.0311388 | val_loss: 0.0311728 | Time: 7578.49 ms [2022-02-05 14:39:56 main:574] : INFO : Epoch 1752 | loss: 0.03113 | val_loss: 0.0311698 | Time: 7492.2 ms [2022-02-05 14:40:03 main:574] : INFO : Epoch 1753 | loss: 0.0311324 | val_loss: 0.0311733 | Time: 7410.96 ms [2022-02-05 14:40:11 main:574] : INFO : Epoch 1754 | loss: 0.0311332 | val_loss: 0.0311792 | Time: 7608.55 ms [2022-02-05 14:40:19 main:574] : INFO : Epoch 1755 | loss: 0.031138 | val_loss: 0.0311716 | Time: 7962.79 ms [2022-02-05 14:40:27 main:574] : INFO : Epoch 1756 | loss: 0.0311341 | val_loss: 0.0311773 | Time: 8022.53 ms [2022-02-05 14:40:34 main:574] : INFO : Epoch 1757 | loss: 0.031134 | val_loss: 0.0311682 | Time: 7767.5 ms [2022-02-05 14:40:42 main:574] : INFO : Epoch 1758 | loss: 0.031133 | val_loss: 0.0311669 | Time: 7620.79 ms [2022-02-05 14:40:50 main:574] : INFO : Epoch 1759 | loss: 0.0311294 | val_loss: 0.0311715 | Time: 7820.53 ms [2022-02-05 14:40:58 main:574] : INFO : Epoch 1760 | loss: 0.0311265 | val_loss: 0.0311688 | Time: 7734.86 ms [2022-02-05 14:41:06 main:574] : INFO : Epoch 1761 | loss: 0.0311267 | val_loss: 0.031171 | Time: 7814.41 ms [2022-02-05 14:41:13 main:574] : INFO : Epoch 1762 | loss: 0.0311326 | val_loss: 0.0311802 | Time: 7494.94 ms [2022-02-05 14:41:21 main:574] : INFO : Epoch 1763 | loss: 0.031129 | val_loss: 0.0311727 | Time: 7763.29 ms [2022-02-05 14:41:28 main:574] : INFO : Epoch 1764 | loss: 0.0311271 | val_loss: 0.0311806 | Time: 7542.52 ms [2022-02-05 14:41:36 main:574] : INFO : Epoch 1765 | loss: 0.0311297 | val_loss: 0.0311706 | Time: 7443.53 ms [2022-02-05 14:41:43 main:574] : INFO : Epoch 1766 | loss: 0.0311263 | val_loss: 0.0311719 | Time: 7220.37 ms [2022-02-05 14:41:51 main:574] : INFO : Epoch 1767 | loss: 0.0311251 | val_loss: 0.0311749 | Time: 7489.06 ms [2022-02-05 14:41:58 main:574] : INFO : Epoch 1768 | loss: 0.0311217 | val_loss: 0.0311768 | Time: 7693.79 ms [2022-02-05 14:42:07 main:574] : INFO : Epoch 1769 | loss: 0.0311241 | val_loss: 0.0311761 | Time: 8426.85 ms [2022-02-05 14:42:15 main:574] : INFO : Epoch 1770 | loss: 0.0311264 | val_loss: 0.0311694 | Time: 7840.53 ms [2022-02-05 14:42:22 main:574] : INFO : Epoch 1771 | loss: 0.0311244 | val_loss: 0.0311767 | Time: 7598.33 ms [2022-02-05 14:42:30 main:574] : INFO : Epoch 1772 | loss: 0.0311273 | val_loss: 0.0311718 | Time: 7671.52 ms [2022-02-05 14:42:38 main:574] : INFO : Epoch 1773 | loss: 0.031125 | val_loss: 0.0311724 | Time: 7784.97 ms [2022-02-05 14:42:45 main:574] : INFO : Epoch 1774 | loss: 0.0311285 | val_loss: 0.0311695 | Time: 7805.39 ms [2022-02-05 14:42:53 main:574] : INFO : Epoch 1775 | loss: 0.0311314 | val_loss: 0.0311653 | Time: 7471.84 ms [2022-02-05 14:43:01 main:574] : INFO : Epoch 1776 | loss: 0.0311315 | val_loss: 0.0311688 | Time: 7801.25 ms [2022-02-05 14:43:09 main:574] : INFO : Epoch 1777 | loss: 0.0311279 | val_loss: 0.0311731 | Time: 7974.16 ms [2022-02-05 14:43:16 main:574] : INFO : Epoch 1778 | loss: 0.0311285 | val_loss: 0.0311692 | Time: 7647.55 ms [2022-02-05 14:43:24 main:574] : INFO : Epoch 1779 | loss: 0.0311292 | val_loss: 0.0311924 | Time: 7838.81 ms [2022-02-05 14:43:32 main:574] : INFO : Epoch 1780 | loss: 0.031129 | val_loss: 0.0311722 | Time: 8090.49 ms [2022-02-05 14:43:40 main:574] : INFO : Epoch 1781 | loss: 0.0311211 | val_loss: 0.0311678 | Time: 7493.01 ms [2022-02-05 14:43:47 main:574] : INFO : Epoch 1782 | loss: 0.0311241 | val_loss: 0.0311727 | Time: 7294.11 ms [2022-02-05 14:43:55 main:574] : INFO : Epoch 1783 | loss: 0.0311225 | val_loss: 0.0311712 | Time: 7584.78 ms [2022-02-05 14:44:02 main:574] : INFO : Epoch 1784 | loss: 0.0311231 | val_loss: 0.0311721 | Time: 7588.8 ms [2022-02-05 14:44:10 main:574] : INFO : Epoch 1785 | loss: 0.0311222 | val_loss: 0.0311798 | Time: 7319.26 ms [2022-02-05 14:44:17 main:574] : INFO : Epoch 1786 | loss: 0.0311244 | val_loss: 0.0311726 | Time: 7462.65 ms [2022-02-05 14:44:25 main:574] : INFO : Epoch 1787 | loss: 0.031122 | val_loss: 0.0311699 | Time: 7841.79 ms [2022-02-05 14:44:32 main:574] : INFO : Epoch 1788 | loss: 0.0311204 | val_loss: 0.0311669 | Time: 6745.89 ms [2022-02-05 14:44:39 main:574] : INFO : Epoch 1789 | loss: 0.031123 | val_loss: 0.0311665 | Time: 7507.07 ms [2022-02-05 14:44:47 main:574] : INFO : Epoch 1790 | loss: 0.0311226 | val_loss: 0.0311745 | Time: 8112.1 ms [2022-02-05 14:44:55 main:574] : INFO : Epoch 1791 | loss: 0.0311196 | val_loss: 0.0311744 | Time: 7954.38 ms [2022-02-05 14:45:03 main:574] : INFO : Epoch 1792 | loss: 0.0311192 | val_loss: 0.0311785 | Time: 7977.25 ms [2022-02-05 14:45:11 main:574] : INFO : Epoch 1793 | loss: 0.0311183 | val_loss: 0.0311764 | Time: 7384.48 ms [2022-02-05 14:45:18 main:574] : INFO : Epoch 1794 | loss: 0.0311234 | val_loss: 0.0311745 | Time: 7280.85 ms [2022-02-05 14:45:26 main:574] : INFO : Epoch 1795 | loss: 0.0311219 | val_loss: 0.0311674 | Time: 7995.29 ms [2022-02-05 14:45:34 main:574] : INFO : Epoch 1796 | loss: 0.0311211 | val_loss: 0.0311754 | Time: 7586.66 ms [2022-02-05 14:45:42 main:574] : INFO : Epoch 1797 | loss: 0.0311213 | val_loss: 0.0311704 | Time: 7973.65 ms [2022-02-05 14:45:49 main:574] : INFO : Epoch 1798 | loss: 0.0311213 | val_loss: 0.031173 | Time: 7585.95 ms [2022-02-05 14:45:57 main:574] : INFO : Epoch 1799 | loss: 0.0311189 | val_loss: 0.0311721 | Time: 7597.43 ms [2022-02-05 14:46:05 main:574] : INFO : Epoch 1800 | loss: 0.0311179 | val_loss: 0.031172 | Time: 7632.87 ms [2022-02-05 14:46:12 main:574] : INFO : Epoch 1801 | loss: 0.0311212 | val_loss: 0.0311847 | Time: 7707.2 ms [2022-02-05 14:46:20 main:574] : INFO : Epoch 1802 | loss: 0.0311476 | val_loss: 0.0311773 | Time: 7564.33 ms [2022-02-05 14:46:28 main:574] : INFO : Epoch 1803 | loss: 0.0311537 | val_loss: 0.0311644 | Time: 7772.67 ms [2022-02-05 14:46:35 main:574] : INFO : Epoch 1804 | loss: 0.0311434 | val_loss: 0.0311707 | Time: 7787.71 ms [2022-02-05 14:46:43 main:574] : INFO : Epoch 1805 | loss: 0.0311445 | val_loss: 0.0311679 | Time: 7672.59 ms [2022-02-05 14:46:51 main:574] : INFO : Epoch 1806 | loss: 0.0311411 | val_loss: 0.0311648 | Time: 7742.32 ms [2022-02-05 14:46:59 main:574] : INFO : Epoch 1807 | loss: 0.0311306 | val_loss: 0.0311711 | Time: 7809.25 ms [2022-02-05 14:47:07 main:574] : INFO : Epoch 1808 | loss: 0.0311304 | val_loss: 0.0311671 | Time: 7888.71 ms [2022-02-05 14:47:14 main:574] : INFO : Epoch 1809 | loss: 0.0311264 | val_loss: 0.0311682 | Time: 7560.72 ms [2022-02-05 14:47:22 main:574] : INFO : Epoch 1810 | loss: 0.0311296 | val_loss: 0.0311744 | Time: 7575.1 ms [2022-02-05 14:47:29 main:574] : INFO : Epoch 1811 | loss: 0.0311335 | val_loss: 0.031177 | Time: 7690.33 ms [2022-02-05 14:47:37 main:574] : INFO : Epoch 1812 | loss: 0.0311373 | val_loss: 0.031172 | Time: 7739.09 ms [2022-02-05 14:47:45 main:574] : INFO : Epoch 1813 | loss: 0.0311347 | val_loss: 0.0311662 | Time: 7760.57 ms [2022-02-05 14:47:53 main:574] : INFO : Epoch 1814 | loss: 0.03113 | val_loss: 0.0311671 | Time: 7727.81 ms [2022-02-05 14:48:01 main:574] : INFO : Epoch 1815 | loss: 0.0311284 | val_loss: 0.0311684 | Time: 7809.26 ms [2022-02-05 14:48:08 main:574] : INFO : Epoch 1816 | loss: 0.0311257 | val_loss: 0.031167 | Time: 7834.24 ms [2022-02-05 14:48:16 main:574] : INFO : Epoch 1817 | loss: 0.0311286 | val_loss: 0.0311725 | Time: 7325.81 ms [2022-02-05 14:48:24 main:574] : INFO : Epoch 1818 | loss: 0.0311226 | val_loss: 0.0311713 | Time: 7763.41 ms [2022-02-05 14:48:32 main:574] : INFO : Epoch 1819 | loss: 0.0311234 | val_loss: 0.031171 | Time: 8129.56 ms [2022-02-05 14:48:39 main:574] : INFO : Epoch 1820 | loss: 0.0311267 | val_loss: 0.0311716 | Time: 7690.68 ms [2022-02-05 14:48:47 main:574] : INFO : Epoch 1821 | loss: 0.0311242 | val_loss: 0.0311706 | Time: 7590.75 ms [2022-02-05 14:48:55 main:574] : INFO : Epoch 1822 | loss: 0.0311255 | val_loss: 0.031171 | Time: 7875.12 ms [2022-02-05 14:49:02 main:574] : INFO : Epoch 1823 | loss: 0.0311233 | val_loss: 0.0311757 | Time: 7336.53 ms [2022-02-05 14:49:10 main:574] : INFO : Epoch 1824 | loss: 0.0311235 | val_loss: 0.0311729 | Time: 7670.7 ms [2022-02-05 14:49:18 main:574] : INFO : Epoch 1825 | loss: 0.0311223 | val_loss: 0.0311746 | Time: 7870.45 ms [2022-02-05 14:49:26 main:574] : INFO : Epoch 1826 | loss: 0.0311203 | val_loss: 0.0311752 | Time: 8055.08 ms [2022-02-05 14:49:34 main:574] : INFO : Epoch 1827 | loss: 0.0311209 | val_loss: 0.0311856 | Time: 8010.34 ms [2022-02-05 14:49:41 main:574] : INFO : Epoch 1828 | loss: 0.0311215 | val_loss: 0.0311812 | Time: 7330.31 ms [2022-02-05 14:49:49 main:574] : INFO : Epoch 1829 | loss: 0.0311186 | val_loss: 0.0311707 | Time: 7522.7 ms [2022-02-05 14:49:57 main:574] : INFO : Epoch 1830 | loss: 0.0311158 | val_loss: 0.0311764 | Time: 8152.43 ms [2022-02-05 14:50:05 main:574] : INFO : Epoch 1831 | loss: 0.031116 | val_loss: 0.0311773 | Time: 7584.52 ms [2022-02-05 14:50:11 main:574] : INFO : Epoch 1832 | loss: 0.0311218 | val_loss: 0.0311764 | Time: 6879.88 ms [2022-02-05 14:50:19 main:574] : INFO : Epoch 1833 | loss: 0.0311286 | val_loss: 0.0311738 | Time: 7736.52 ms [2022-02-05 14:50:27 main:574] : INFO : Epoch 1834 | loss: 0.0311287 | val_loss: 0.031175 | Time: 7761.98 ms [2022-02-05 14:50:35 main:574] : INFO : Epoch 1835 | loss: 0.0311252 | val_loss: 0.0311763 | Time: 8017.55 ms [2022-02-05 14:50:43 main:574] : INFO : Epoch 1836 | loss: 0.0311233 | val_loss: 0.0311678 | Time: 8209.98 ms [2022-02-05 14:50:51 main:574] : INFO : Epoch 1837 | loss: 0.0311303 | val_loss: 0.0311711 | Time: 7914.15 ms [2022-02-05 14:50:59 main:574] : INFO : Epoch 1838 | loss: 0.031127 | val_loss: 0.0311708 | Time: 7748.21 ms [2022-02-05 14:51:07 main:574] : INFO : Epoch 1839 | loss: 0.0311251 | val_loss: 0.0311717 | Time: 8067.4 ms [2022-02-05 14:51:15 main:574] : INFO : Epoch 1840 | loss: 0.0311279 | val_loss: 0.0311712 | Time: 7946.55 ms [2022-02-05 14:51:23 main:574] : INFO : Epoch 1841 | loss: 0.0311407 | val_loss: 0.0311727 | Time: 7884.79 ms [2022-02-05 14:51:31 main:574] : INFO : Epoch 1842 | loss: 0.0311403 | val_loss: 0.0311737 | Time: 7600.2 ms [2022-02-05 14:51:38 main:574] : INFO : Epoch 1843 | loss: 0.0311349 | val_loss: 0.031169 | Time: 7688.6 ms [2022-02-05 14:51:46 main:574] : INFO : Epoch 1844 | loss: 0.0311377 | val_loss: 0.031166 | Time: 7520.31 ms [2022-02-05 14:51:54 main:574] : INFO : Epoch 1845 | loss: 0.0311456 | val_loss: 0.0311614 | Time: 8179.08 ms [2022-02-05 14:52:02 main:574] : INFO : Epoch 1846 | loss: 0.03114 | val_loss: 0.0311616 | Time: 8187.03 ms [2022-02-05 14:52:10 main:574] : INFO : Epoch 1847 | loss: 0.0311343 | val_loss: 0.0311602 | Time: 7348.03 ms [2022-02-05 14:52:17 main:574] : INFO : Epoch 1848 | loss: 0.0311305 | val_loss: 0.0311625 | Time: 7822.34 ms [2022-02-05 14:52:26 main:574] : INFO : Epoch 1849 | loss: 0.0311305 | val_loss: 0.0311665 | Time: 8271.99 ms [2022-02-05 14:52:34 main:574] : INFO : Epoch 1850 | loss: 0.0311302 | val_loss: 0.0311699 | Time: 8062.83 ms [2022-02-05 14:52:42 main:574] : INFO : Epoch 1851 | loss: 0.0311268 | val_loss: 0.031163 | Time: 7939.57 ms [2022-02-05 14:52:50 main:574] : INFO : Epoch 1852 | loss: 0.0311269 | val_loss: 0.0311688 | Time: 7907.88 ms [2022-02-05 14:52:57 main:574] : INFO : Epoch 1853 | loss: 0.0311311 | val_loss: 0.0311729 | Time: 7813.45 ms [2022-02-05 14:53:06 main:574] : INFO : Epoch 1854 | loss: 0.031127 | val_loss: 0.0311727 | Time: 8275.68 ms [2022-02-05 14:53:14 main:574] : INFO : Epoch 1855 | loss: 0.0311272 | val_loss: 0.0311675 | Time: 8141.91 ms [2022-02-05 14:53:22 main:574] : INFO : Epoch 1856 | loss: 0.0311253 | val_loss: 0.0311659 | Time: 7777.58 ms [2022-02-05 14:53:30 main:574] : INFO : Epoch 1857 | loss: 0.0311248 | val_loss: 0.0311702 | Time: 8140.85 ms [2022-02-05 14:53:38 main:574] : INFO : Epoch 1858 | loss: 0.0311232 | val_loss: 0.0311726 | Time: 8095.84 ms [2022-02-05 14:53:46 main:574] : INFO : Epoch 1859 | loss: 0.0311233 | val_loss: 0.0311721 | Time: 7979.55 ms [2022-02-05 14:53:54 main:574] : INFO : Epoch 1860 | loss: 0.0311269 | val_loss: 0.0311717 | Time: 7555.9 ms [2022-02-05 14:54:02 main:574] : INFO : Epoch 1861 | loss: 0.0311254 | val_loss: 0.0311655 | Time: 8401.61 ms [2022-02-05 14:54:10 main:574] : INFO : Epoch 1862 | loss: 0.0311243 | val_loss: 0.0311698 | Time: 7637.05 ms [2022-02-05 14:54:17 main:574] : INFO : Epoch 1863 | loss: 0.0311236 | val_loss: 0.0311675 | Time: 7497.66 ms [2022-02-05 14:54:25 main:574] : INFO : Epoch 1864 | loss: 0.031121 | val_loss: 0.0311703 | Time: 7766.69 ms [2022-02-05 14:54:33 main:574] : INFO : Epoch 1865 | loss: 0.0311203 | val_loss: 0.0311729 | Time: 7971.2 ms [2022-02-05 14:54:41 main:574] : INFO : Epoch 1866 | loss: 0.0311288 | val_loss: 0.0311671 | Time: 7968.04 ms [2022-02-05 14:54:49 main:574] : INFO : Epoch 1867 | loss: 0.0311299 | val_loss: 0.0311719 | Time: 7909.97 ms [2022-02-05 14:54:57 main:574] : INFO : Epoch 1868 | loss: 0.0311241 | val_loss: 0.0311708 | Time: 7979.95 ms [2022-02-05 14:55:05 main:574] : INFO : Epoch 1869 | loss: 0.0311234 | val_loss: 0.0311754 | Time: 7952.87 ms [2022-02-05 14:55:13 main:574] : INFO : Epoch 1870 | loss: 0.0311246 | val_loss: 0.0311734 | Time: 7982.61 ms [2022-02-05 14:55:20 main:574] : INFO : Epoch 1871 | loss: 0.0311229 | val_loss: 0.0311745 | Time: 7589.8 ms [2022-02-05 14:55:28 main:574] : INFO : Epoch 1872 | loss: 0.0311214 | val_loss: 0.0311675 | Time: 8010.3 ms [2022-02-05 14:55:36 main:574] : INFO : Epoch 1873 | loss: 0.0311194 | val_loss: 0.031172 | Time: 7843.89 ms [2022-02-05 14:55:44 main:574] : INFO : Epoch 1874 | loss: 0.0311175 | val_loss: 0.0311681 | Time: 7530.96 ms [2022-02-05 14:55:52 main:574] : INFO : Epoch 1875 | loss: 0.0311229 | val_loss: 0.0311759 | Time: 7819.8 ms [2022-02-05 14:55:59 main:574] : INFO : Epoch 1876 | loss: 0.0311324 | val_loss: 0.031171 | Time: 7882.72 ms [2022-02-05 14:56:07 main:574] : INFO : Epoch 1877 | loss: 0.0311324 | val_loss: 0.0311715 | Time: 7943.43 ms [2022-02-05 14:56:16 main:574] : INFO : Epoch 1878 | loss: 0.0311362 | val_loss: 0.0311652 | Time: 8140.74 ms [2022-02-05 14:56:23 main:574] : INFO : Epoch 1879 | loss: 0.0311261 | val_loss: 0.0311677 | Time: 7434.93 ms [2022-02-05 14:56:31 main:574] : INFO : Epoch 1880 | loss: 0.0311237 | val_loss: 0.03117 | Time: 8032.59 ms [2022-02-05 14:56:39 main:574] : INFO : Epoch 1881 | loss: 0.0311216 | val_loss: 0.0311704 | Time: 8181.52 ms [2022-02-05 14:56:47 main:574] : INFO : Epoch 1882 | loss: 0.031123 | val_loss: 0.0311673 | Time: 7921.36 ms [2022-02-05 14:56:55 main:574] : INFO : Epoch 1883 | loss: 0.0311189 | val_loss: 0.0311743 | Time: 7712.12 ms [2022-02-05 14:57:03 main:574] : INFO : Epoch 1884 | loss: 0.0311183 | val_loss: 0.0311707 | Time: 7944.85 ms [2022-02-05 14:57:11 main:574] : INFO : Epoch 1885 | loss: 0.0311175 | val_loss: 0.0311701 | Time: 7625.78 ms [2022-02-05 14:57:18 main:574] : INFO : Epoch 1886 | loss: 0.0311208 | val_loss: 0.0311715 | Time: 7758.41 ms [2022-02-05 14:57:26 main:574] : INFO : Epoch 1887 | loss: 0.0311185 | val_loss: 0.031169 | Time: 7773.67 ms [2022-02-05 14:57:34 main:574] : INFO : Epoch 1888 | loss: 0.0311183 | val_loss: 0.0311697 | Time: 7837.39 ms [2022-02-05 14:57:42 main:574] : INFO : Epoch 1889 | loss: 0.0311216 | val_loss: 0.031169 | Time: 8148.27 ms [2022-02-05 14:57:50 main:574] : INFO : Epoch 1890 | loss: 0.0311185 | val_loss: 0.0311713 | Time: 7900.48 ms [2022-02-05 14:57:58 main:574] : INFO : Epoch 1891 | loss: 0.0311195 | val_loss: 0.0311704 | Time: 7990.75 ms [2022-02-05 14:58:05 main:574] : INFO : Epoch 1892 | loss: 0.0311223 | val_loss: 0.0311849 | Time: 7365.19 ms [2022-02-05 14:58:13 main:574] : INFO : Epoch 1893 | loss: 0.0311231 | val_loss: 0.0311706 | Time: 7868.41 ms [2022-02-05 14:58:21 main:574] : INFO : Epoch 1894 | loss: 0.0311176 | val_loss: 0.0311717 | Time: 7432.95 ms [2022-02-05 14:58:29 main:574] : INFO : Epoch 1895 | loss: 0.031117 | val_loss: 0.0311732 | Time: 8022.78 ms [2022-02-05 14:58:37 main:574] : INFO : Epoch 1896 | loss: 0.0311151 | val_loss: 0.0311723 | Time: 7970.23 ms [2022-02-05 14:58:45 main:574] : INFO : Epoch 1897 | loss: 0.0311151 | val_loss: 0.0311724 | Time: 7830.97 ms [2022-02-05 14:58:53 main:574] : INFO : Epoch 1898 | loss: 0.0311146 | val_loss: 0.0311783 | Time: 7887.94 ms [2022-02-05 14:59:01 main:574] : INFO : Epoch 1899 | loss: 0.0311156 | val_loss: 0.0311698 | Time: 8088.01 ms [2022-02-05 14:59:09 main:574] : INFO : Epoch 1900 | loss: 0.0311193 | val_loss: 0.0311703 | Time: 7903.08 ms [2022-02-05 14:59:16 main:574] : INFO : Epoch 1901 | loss: 0.031128 | val_loss: 0.0311701 | Time: 7766.16 ms [2022-02-05 14:59:24 main:574] : INFO : Epoch 1902 | loss: 0.0311335 | val_loss: 0.0311734 | Time: 7607.5 ms [2022-02-05 14:59:32 main:574] : INFO : Epoch 1903 | loss: 0.0311308 | val_loss: 0.0311741 | Time: 8035.2 ms [2022-02-05 14:59:40 main:574] : INFO : Epoch 1904 | loss: 0.0311235 | val_loss: 0.0311648 | Time: 8194.95 ms [2022-02-05 14:59:48 main:574] : INFO : Epoch 1905 | loss: 0.0311261 | val_loss: 0.031191 | Time: 7675.32 ms [2022-02-05 14:59:56 main:574] : INFO : Epoch 1906 | loss: 0.0311245 | val_loss: 0.0311723 | Time: 7613.49 ms [2022-02-05 15:00:03 main:574] : INFO : Epoch 1907 | loss: 0.0311228 | val_loss: 0.0311699 | Time: 7943.82 ms [2022-02-05 15:00:11 main:574] : INFO : Epoch 1908 | loss: 0.0311329 | val_loss: 0.0311673 | Time: 7919.01 ms [2022-02-05 15:00:19 main:574] : INFO : Epoch 1909 | loss: 0.0311342 | val_loss: 0.0311833 | Time: 7890 ms [2022-02-05 15:00:27 main:574] : INFO : Epoch 1910 | loss: 0.0311728 | val_loss: 0.0312021 | Time: 7388.85 ms [2022-02-05 15:00:34 main:574] : INFO : Epoch 1911 | loss: 0.0350588 | val_loss: 0.0363719 | Time: 7473.52 ms [2022-02-05 15:00:42 main:574] : INFO : Epoch 1912 | loss: 0.0326047 | val_loss: 0.0316127 | Time: 7725.2 ms [2022-02-05 15:00:50 main:574] : INFO : Epoch 1913 | loss: 0.0314225 | val_loss: 0.031308 | Time: 7948.41 ms [2022-02-05 15:00:58 main:574] : INFO : Epoch 1914 | loss: 0.0312802 | val_loss: 0.0312602 | Time: 7865.48 ms [2022-02-05 15:01:06 main:574] : INFO : Epoch 1915 | loss: 0.0312545 | val_loss: 0.0312522 | Time: 7844.47 ms [2022-02-05 15:01:14 main:574] : INFO : Epoch 1916 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 7904.3 ms [2022-02-05 15:01:21 main:574] : INFO : Epoch 1917 | loss: 0.0312484 | val_loss: 0.031248 | Time: 7721.68 ms [2022-02-05 15:01:29 main:574] : INFO : Epoch 1918 | loss: 0.031247 | val_loss: 0.031247 | Time: 7372.8 ms [2022-02-05 15:01:36 main:574] : INFO : Epoch 1919 | loss: 0.031246 | val_loss: 0.0312459 | Time: 7567.18 ms [2022-02-05 15:01:44 main:574] : INFO : Epoch 1920 | loss: 0.0312448 | val_loss: 0.0312449 | Time: 7860.83 ms [2022-02-05 15:01:52 main:574] : INFO : Epoch 1921 | loss: 0.0312431 | val_loss: 0.0312433 | Time: 7737.57 ms [2022-02-05 15:02:00 main:574] : INFO : Epoch 1922 | loss: 0.0312414 | val_loss: 0.0312407 | Time: 7807.41 ms [2022-02-05 15:02:08 main:574] : INFO : Epoch 1923 | loss: 0.0312387 | val_loss: 0.0312378 | Time: 8175.54 ms [2022-02-05 15:02:16 main:574] : INFO : Epoch 1924 | loss: 0.0312354 | val_loss: 0.0312334 | Time: 8184.87 ms [2022-02-05 15:02:24 main:574] : INFO : Epoch 1925 | loss: 0.0312306 | val_loss: 0.0312289 | Time: 7986.01 ms [2022-02-05 15:02:32 main:574] : INFO : Epoch 1926 | loss: 0.031226 | val_loss: 0.0312249 | Time: 7689.53 ms [2022-02-05 15:02:40 main:574] : INFO : Epoch 1927 | loss: 0.0312213 | val_loss: 0.0312213 | Time: 7837.77 ms [2022-02-05 15:02:48 main:574] : INFO : Epoch 1928 | loss: 0.0312149 | val_loss: 0.0312117 | Time: 8202.36 ms [2022-02-05 15:02:55 main:574] : INFO : Epoch 1929 | loss: 0.031209 | val_loss: 0.0312092 | Time: 7348.25 ms [2022-02-05 15:03:03 main:574] : INFO : Epoch 1930 | loss: 0.0312058 | val_loss: 0.0312048 | Time: 7953.18 ms [2022-02-05 15:03:11 main:574] : INFO : Epoch 1931 | loss: 0.0312023 | val_loss: 0.0312027 | Time: 7940.86 ms [2022-02-05 15:03:19 main:574] : INFO : Epoch 1932 | loss: 0.0312007 | val_loss: 0.0311991 | Time: 7420.31 ms [2022-02-05 15:03:27 main:574] : INFO : Epoch 1933 | loss: 0.0311994 | val_loss: 0.0311992 | Time: 7915.26 ms [2022-02-05 15:03:35 main:574] : INFO : Epoch 1934 | loss: 0.0311977 | val_loss: 0.0311954 | Time: 8226.95 ms [2022-02-05 15:03:43 main:574] : INFO : Epoch 1935 | loss: 0.0311946 | val_loss: 0.0311934 | Time: 7804.54 ms [2022-02-05 15:03:50 main:574] : INFO : Epoch 1936 | loss: 0.0311915 | val_loss: 0.0311879 | Time: 7377.1 ms [2022-02-05 15:03:58 main:574] : INFO : Epoch 1937 | loss: 0.0311866 | val_loss: 0.0311872 | Time: 7853.38 ms [2022-02-05 15:04:06 main:574] : INFO : Epoch 1938 | loss: 0.0311859 | val_loss: 0.0311833 | Time: 7899.54 ms [2022-02-05 15:04:14 main:574] : INFO : Epoch 1939 | loss: 0.0311822 | val_loss: 0.0311824 | Time: 7692.41 ms [2022-02-05 15:04:21 main:574] : INFO : Epoch 1940 | loss: 0.0311836 | val_loss: 0.0311837 | Time: 7779.27 ms [2022-02-05 15:04:29 main:574] : INFO : Epoch 1941 | loss: 0.0311825 | val_loss: 0.0311835 | Time: 7810.88 ms [2022-02-05 15:04:37 main:574] : INFO : Epoch 1942 | loss: 0.0311819 | val_loss: 0.03118 | Time: 8297.75 ms [2022-02-05 15:04:45 main:574] : INFO : Epoch 1943 | loss: 0.0311794 | val_loss: 0.0311777 | Time: 7818.75 ms [2022-02-05 15:04:53 main:574] : INFO : Epoch 1944 | loss: 0.031178 | val_loss: 0.0311776 | Time: 7866.02 ms [2022-02-05 15:05:01 main:574] : INFO : Epoch 1945 | loss: 0.0311769 | val_loss: 0.0311775 | Time: 7609.17 ms [2022-02-05 15:05:09 main:574] : INFO : Epoch 1946 | loss: 0.0311756 | val_loss: 0.0311765 | Time: 7768.83 ms [2022-02-05 15:05:16 main:574] : INFO : Epoch 1947 | loss: 0.0311729 | val_loss: 0.0311767 | Time: 7770.53 ms [2022-02-05 15:05:24 main:574] : INFO : Epoch 1948 | loss: 0.0311721 | val_loss: 0.031174 | Time: 7711.39 ms [2022-02-05 15:05:32 main:574] : INFO : Epoch 1949 | loss: 0.0311708 | val_loss: 0.0311742 | Time: 7859.03 ms [2022-02-05 15:05:40 main:574] : INFO : Epoch 1950 | loss: 0.0311714 | val_loss: 0.0311726 | Time: 7713 ms [2022-02-05 15:05:47 main:574] : INFO : Epoch 1951 | loss: 0.03117 | val_loss: 0.0311733 | Time: 7542.57 ms [2022-02-05 15:05:55 main:574] : INFO : Epoch 1952 | loss: 0.0311699 | val_loss: 0.0311724 | Time: 7638.08 ms [2022-02-05 15:06:03 main:574] : INFO : Epoch 1953 | loss: 0.031173 | val_loss: 0.0311741 | Time: 7768.82 ms [2022-02-05 15:06:10 main:574] : INFO : Epoch 1954 | loss: 0.0311712 | val_loss: 0.0311685 | Time: 7762.54 ms [2022-02-05 15:06:18 main:574] : INFO : Epoch 1955 | loss: 0.0311719 | val_loss: 0.031175 | Time: 7746.38 ms [2022-02-05 15:06:26 main:574] : INFO : Epoch 1956 | loss: 0.0311703 | val_loss: 0.0311688 | Time: 7782.7 ms [2022-02-05 15:06:34 main:574] : INFO : Epoch 1957 | loss: 0.0311691 | val_loss: 0.031174 | Time: 7721.31 ms [2022-02-05 15:06:41 main:574] : INFO : Epoch 1958 | loss: 0.0311692 | val_loss: 0.0311689 | Time: 7734.69 ms [2022-02-05 15:06:49 main:574] : INFO : Epoch 1959 | loss: 0.031167 | val_loss: 0.0311684 | Time: 7989.94 ms [2022-02-05 15:06:57 main:574] : INFO : Epoch 1960 | loss: 0.0311662 | val_loss: 0.0311708 | Time: 7803.82 ms [2022-02-05 15:07:06 main:574] : INFO : Epoch 1961 | loss: 0.0311648 | val_loss: 0.031165 | Time: 8281.69 ms [2022-02-05 15:07:14 main:574] : INFO : Epoch 1962 | loss: 0.0311635 | val_loss: 0.0311655 | Time: 8115.98 ms [2022-02-05 15:07:22 main:574] : INFO : Epoch 1963 | loss: 0.0311638 | val_loss: 0.0311666 | Time: 7879.96 ms [2022-02-05 15:07:29 main:574] : INFO : Epoch 1964 | loss: 0.0311627 | val_loss: 0.0311637 | Time: 7654.85 ms [2022-02-05 15:07:37 main:574] : INFO : Epoch 1965 | loss: 0.0311612 | val_loss: 0.031165 | Time: 7907.24 ms [2022-02-05 15:07:45 main:574] : INFO : Epoch 1966 | loss: 0.0311608 | val_loss: 0.031162 | Time: 7826.96 ms [2022-02-05 15:07:53 main:574] : INFO : Epoch 1967 | loss: 0.0311605 | val_loss: 0.0311696 | Time: 8005.93 ms [2022-02-05 15:08:01 main:574] : INFO : Epoch 1968 | loss: 0.0311631 | val_loss: 0.0311659 | Time: 7643.91 ms [2022-02-05 15:08:09 main:574] : INFO : Epoch 1969 | loss: 0.0311603 | val_loss: 0.0311637 | Time: 7988.6 ms [2022-02-05 15:08:17 main:574] : INFO : Epoch 1970 | loss: 0.0311578 | val_loss: 0.0311623 | Time: 7932.48 ms [2022-02-05 15:08:25 main:574] : INFO : Epoch 1971 | loss: 0.0311563 | val_loss: 0.0311663 | Time: 8100 ms [2022-02-05 15:08:33 main:574] : INFO : Epoch 1972 | loss: 0.0311578 | val_loss: 0.0311655 | Time: 7947.86 ms [2022-02-05 15:08:41 main:574] : INFO : Epoch 1973 | loss: 0.0311548 | val_loss: 0.0311627 | Time: 8203.55 ms [2022-02-05 15:08:49 main:574] : INFO : Epoch 1974 | loss: 0.0311535 | val_loss: 0.0311602 | Time: 7718.9 ms [2022-02-05 15:08:56 main:574] : INFO : Epoch 1975 | loss: 0.031154 | val_loss: 0.0311614 | Time: 7443.97 ms [2022-02-05 15:09:04 main:574] : INFO : Epoch 1976 | loss: 0.0311526 | val_loss: 0.0311635 | Time: 7878.82 ms [2022-02-05 15:09:12 main:574] : INFO : Epoch 1977 | loss: 0.0311536 | val_loss: 0.0311635 | Time: 7917.55 ms [2022-02-05 15:09:20 main:574] : INFO : Epoch 1978 | loss: 0.0311523 | val_loss: 0.0311625 | Time: 7649.58 ms [2022-02-05 15:09:27 main:574] : INFO : Epoch 1979 | loss: 0.0311552 | val_loss: 0.0311617 | Time: 7791.44 ms [2022-02-05 15:09:35 main:574] : INFO : Epoch 1980 | loss: 0.0311552 | val_loss: 0.0311627 | Time: 7667.84 ms [2022-02-05 15:09:43 main:574] : INFO : Epoch 1981 | loss: 0.0311534 | val_loss: 0.0311596 | Time: 7759.08 ms [2022-02-05 15:09:50 main:574] : INFO : Epoch 1982 | loss: 0.0311504 | val_loss: 0.0311627 | Time: 7353.39 ms [2022-02-05 15:09:58 main:574] : INFO : Epoch 1983 | loss: 0.0311495 | val_loss: 0.0311598 | Time: 7889.84 ms [2022-02-05 15:10:06 main:574] : INFO : Epoch 1984 | loss: 0.0311481 | val_loss: 0.0311612 | Time: 8118.41 ms [2022-02-05 15:10:14 main:574] : INFO : Epoch 1985 | loss: 0.0311486 | val_loss: 0.031161 | Time: 7806.61 ms [2022-02-05 15:10:22 main:574] : INFO : Epoch 1986 | loss: 0.031149 | val_loss: 0.0311594 | Time: 7672.12 ms [2022-02-05 15:10:29 main:574] : INFO : Epoch 1987 | loss: 0.0311491 | val_loss: 0.031161 | Time: 7474.06 ms [2022-02-05 15:10:37 main:574] : INFO : Epoch 1988 | loss: 0.031149 | val_loss: 0.0311631 | Time: 7931.15 ms [2022-02-05 15:10:45 main:574] : INFO : Epoch 1989 | loss: 0.0311511 | val_loss: 0.031158 | Time: 8029.94 ms [2022-02-05 15:10:53 main:574] : INFO : Epoch 1990 | loss: 0.0311473 | val_loss: 0.0311622 | Time: 7859.52 ms [2022-02-05 15:11:01 main:574] : INFO : Epoch 1991 | loss: 0.0311495 | val_loss: 0.0311599 | Time: 7829.21 ms [2022-02-05 15:11:09 main:574] : INFO : Epoch 1992 | loss: 0.0311479 | val_loss: 0.0311604 | Time: 7687.58 ms [2022-02-05 15:11:17 main:574] : INFO : Epoch 1993 | loss: 0.0311533 | val_loss: 0.0311618 | Time: 7894.71 ms [2022-02-05 15:11:25 main:574] : INFO : Epoch 1994 | loss: 0.031154 | val_loss: 0.0311637 | Time: 8260.26 ms [2022-02-05 15:11:33 main:574] : INFO : Epoch 1995 | loss: 0.0311525 | val_loss: 0.0311612 | Time: 8045.11 ms [2022-02-05 15:11:41 main:574] : INFO : Epoch 1996 | loss: 0.0311499 | val_loss: 0.0311628 | Time: 7867.05 ms [2022-02-05 15:11:49 main:574] : INFO : Epoch 1997 | loss: 0.03115 | val_loss: 0.0311581 | Time: 8113.31 ms [2022-02-05 15:11:57 main:574] : INFO : Epoch 1998 | loss: 0.0311494 | val_loss: 0.0311588 | Time: 7872.4 ms [2022-02-05 15:12:05 main:574] : INFO : Epoch 1999 | loss: 0.0311468 | val_loss: 0.0311576 | Time: 7967.75 ms [2022-02-05 15:12:12 main:574] : INFO : Epoch 2000 | loss: 0.0311469 | val_loss: 0.0311633 | Time: 7525.91 ms [2022-02-05 15:12:20 main:574] : INFO : Epoch 2001 | loss: 0.031147 | val_loss: 0.0311583 | Time: 7906.16 ms [2022-02-05 15:12:28 main:574] : INFO : Epoch 2002 | loss: 0.0311456 | val_loss: 0.0311591 | Time: 7811.11 ms [2022-02-05 15:12:36 main:574] : INFO : Epoch 2003 | loss: 0.0311443 | val_loss: 0.0311613 | Time: 7726.9 ms [2022-02-05 15:12:44 main:574] : INFO : Epoch 2004 | loss: 0.031145 | val_loss: 0.0311601 | Time: 7711.33 ms [2022-02-05 15:12:52 main:574] : INFO : Epoch 2005 | loss: 0.0311434 | val_loss: 0.031163 | Time: 8383.82 ms [2022-02-05 15:13:00 main:574] : INFO : Epoch 2006 | loss: 0.0311452 | val_loss: 0.0311627 | Time: 7701.1 ms [2022-02-05 15:13:08 main:574] : INFO : Epoch 2007 | loss: 0.0311446 | val_loss: 0.0311596 | Time: 7902.71 ms [2022-02-05 15:13:16 main:574] : INFO : Epoch 2008 | loss: 0.0311423 | val_loss: 0.0311621 | Time: 7943.49 ms [2022-02-05 15:13:23 main:574] : INFO : Epoch 2009 | loss: 0.0311417 | val_loss: 0.0311627 | Time: 7283.6 ms [2022-02-05 15:13:31 main:574] : INFO : Epoch 2010 | loss: 0.0311429 | val_loss: 0.031161 | Time: 7637.73 ms [2022-02-05 15:13:38 main:574] : INFO : Epoch 2011 | loss: 0.031143 | val_loss: 0.0311591 | Time: 7484.3 ms [2022-02-05 15:13:46 main:574] : INFO : Epoch 2012 | loss: 0.0311413 | val_loss: 0.0311566 | Time: 7537.58 ms [2022-02-05 15:13:53 main:574] : INFO : Epoch 2013 | loss: 0.0311408 | val_loss: 0.031161 | Time: 7595.4 ms [2022-02-05 15:14:01 main:574] : INFO : Epoch 2014 | loss: 0.0311431 | val_loss: 0.031161 | Time: 7896.54 ms [2022-02-05 15:14:09 main:574] : INFO : Epoch 2015 | loss: 0.0311417 | val_loss: 0.0311606 | Time: 7928.77 ms [2022-02-05 15:14:17 main:574] : INFO : Epoch 2016 | loss: 0.031141 | val_loss: 0.03116 | Time: 7437.97 ms [2022-02-05 15:14:24 main:574] : INFO : Epoch 2017 | loss: 0.0311414 | val_loss: 0.0311581 | Time: 7529.65 ms [2022-02-05 15:14:32 main:574] : INFO : Epoch 2018 | loss: 0.0311397 | val_loss: 0.0311601 | Time: 7954.56 ms [2022-02-05 15:14:40 main:574] : INFO : Epoch 2019 | loss: 0.0311391 | val_loss: 0.0311601 | Time: 7881.43 ms [2022-02-05 15:14:48 main:574] : INFO : Epoch 2020 | loss: 0.0311402 | val_loss: 0.0311574 | Time: 7592.73 ms [2022-02-05 15:14:56 main:574] : INFO : Epoch 2021 | loss: 0.0311402 | val_loss: 0.0311576 | Time: 7880.02 ms [2022-02-05 15:15:03 main:574] : INFO : Epoch 2022 | loss: 0.0311408 | val_loss: 0.0311575 | Time: 7706.65 ms [2022-02-05 15:15:11 main:574] : INFO : Epoch 2023 | loss: 0.0311426 | val_loss: 0.0311622 | Time: 7865.41 ms [2022-02-05 15:15:19 main:574] : INFO : Epoch 2024 | loss: 0.0311541 | val_loss: 0.0311632 | Time: 7885.11 ms [2022-02-05 15:15:27 main:574] : INFO : Epoch 2025 | loss: 0.0311531 | val_loss: 0.0311573 | Time: 7803.55 ms [2022-02-05 15:15:35 main:574] : INFO : Epoch 2026 | loss: 0.0311499 | val_loss: 0.0311561 | Time: 7842.1 ms [2022-02-05 15:15:43 main:574] : INFO : Epoch 2027 | loss: 0.0311477 | val_loss: 0.031154 | Time: 8042.17 ms [2022-02-05 15:15:51 main:574] : INFO : Epoch 2028 | loss: 0.0311522 | val_loss: 0.0311558 | Time: 8029.28 ms [2022-02-05 15:15:59 main:574] : INFO : Epoch 2029 | loss: 0.0311498 | val_loss: 0.0311554 | Time: 7712.92 ms [2022-02-05 15:16:07 main:574] : INFO : Epoch 2030 | loss: 0.0311461 | val_loss: 0.0311573 | Time: 7952.89 ms [2022-02-05 15:16:14 main:574] : INFO : Epoch 2031 | loss: 0.0311483 | val_loss: 0.0311555 | Time: 7801.09 ms [2022-02-05 15:16:21 main:574] : INFO : Epoch 2032 | loss: 0.0311442 | val_loss: 0.0311568 | Time: 7065.46 ms [2022-02-05 15:16:29 main:574] : INFO : Epoch 2033 | loss: 0.0311438 | val_loss: 0.0311578 | Time: 7992.59 ms [2022-02-05 15:16:37 main:574] : INFO : Epoch 2034 | loss: 0.031141 | val_loss: 0.0311519 | Time: 7621.4 ms [2022-02-05 15:16:45 main:574] : INFO : Epoch 2035 | loss: 0.0311401 | val_loss: 0.0311534 | Time: 7530.55 ms [2022-02-05 15:16:53 main:574] : INFO : Epoch 2036 | loss: 0.0311384 | val_loss: 0.0311523 | Time: 8196.43 ms [2022-02-05 15:17:01 main:574] : INFO : Epoch 2037 | loss: 0.0311373 | val_loss: 0.0311612 | Time: 8117.54 ms [2022-02-05 15:17:09 main:574] : INFO : Epoch 2038 | loss: 0.031142 | val_loss: 0.0311622 | Time: 7798.4 ms [2022-02-05 15:17:16 main:574] : INFO : Epoch 2039 | loss: 0.0311376 | val_loss: 0.0311612 | Time: 7615.92 ms [2022-02-05 15:17:24 main:574] : INFO : Epoch 2040 | loss: 0.0311385 | val_loss: 0.0311559 | Time: 7742.2 ms [2022-02-05 15:17:32 main:574] : INFO : Epoch 2041 | loss: 0.0311382 | val_loss: 0.031156 | Time: 7536.21 ms [2022-02-05 15:17:40 main:574] : INFO : Epoch 2042 | loss: 0.0311362 | val_loss: 0.0311539 | Time: 7924.62 ms [2022-02-05 15:17:48 main:574] : INFO : Epoch 2043 | loss: 0.0311347 | val_loss: 0.031155 | Time: 8150.07 ms [2022-02-05 15:17:55 main:574] : INFO : Epoch 2044 | loss: 0.0311403 | val_loss: 0.0311569 | Time: 7257.17 ms [2022-02-05 15:18:02 main:574] : INFO : Epoch 2045 | loss: 0.0311386 | val_loss: 0.0311551 | Time: 7441.51 ms [2022-02-05 15:18:10 main:574] : INFO : Epoch 2046 | loss: 0.0311368 | val_loss: 0.031153 | Time: 7873.37 ms [2022-02-05 15:18:18 main:574] : INFO : Epoch 2047 | loss: 0.0311349 | val_loss: 0.0311537 | Time: 7964.3 ms [2022-02-05 15:18:26 main:574] : INFO : Epoch 2048 | loss: 0.0311371 | val_loss: 0.0311517 | Time: 7831.74 ms [2022-02-05 15:18:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311517 [2022-02-05 15:18:26 main:603] : INFO : Saving end state to config to file [2022-02-05 15:18:26 main:608] : INFO : Success, exiting.. 15:18:26 (15532): 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)