Task 9163950
| Name | ParityModified-1636179553-24889-2-0_0 |
| Workunit | 6602465 |
| Created | 24 Nov 2021, 20:01:41 UTC |
| Sent | 30 Nov 2021, 9:14:38 UTC |
| Report deadline | 8 Dec 2021, 9:14:38 UTC |
| Received | 30 Nov 2021, 22:49:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8447 |
| Run time | 4 hours 19 min 2 sec |
| CPU time | 4 hours 14 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,982.38 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0311342 | val_loss: 0.0311746 | Time: 9212.05 ms [2021-11-30 14:31:12 main:574] : INFO : Epoch 1543 | loss: 0.0311369 | val_loss: 0.0311695 | Time: 9217.16 ms [2021-11-30 14:31:21 main:574] : INFO : Epoch 1544 | loss: 0.0311361 | val_loss: 0.0311794 | Time: 9228.27 ms [2021-11-30 14:31:30 main:574] : INFO : Epoch 1545 | loss: 0.0311383 | val_loss: 0.0311785 | Time: 9223.7 ms [2021-11-30 14:31:39 main:574] : INFO : Epoch 1546 | loss: 0.0311375 | val_loss: 0.0311679 | Time: 9231.52 ms [2021-11-30 14:31:49 main:574] : INFO : Epoch 1547 | loss: 0.0311343 | val_loss: 0.0311728 | Time: 9279.68 ms [2021-11-30 14:31:58 main:574] : INFO : Epoch 1548 | loss: 0.0311356 | val_loss: 0.0311765 | Time: 9254.38 ms [2021-11-30 14:32:07 main:574] : INFO : Epoch 1549 | loss: 0.0311369 | val_loss: 0.03117 | Time: 9199.68 ms [2021-11-30 14:32:16 main:574] : INFO : Epoch 1550 | loss: 0.0311371 | val_loss: 0.0311701 | Time: 9230.23 ms [2021-11-30 14:32:26 main:574] : INFO : Epoch 1551 | loss: 0.0311357 | val_loss: 0.0311701 | Time: 9270.16 ms [2021-11-30 14:32:35 main:574] : INFO : Epoch 1552 | loss: 0.0311366 | val_loss: 0.0311695 | Time: 9242.11 ms [2021-11-30 14:32:44 main:574] : INFO : Epoch 1553 | loss: 0.0311411 | val_loss: 0.0311698 | Time: 9256.31 ms [2021-11-30 14:32:54 main:574] : INFO : Epoch 1554 | loss: 0.0311401 | val_loss: 0.0311689 | Time: 9279.8 ms [2021-11-30 14:33:03 main:574] : INFO : Epoch 1555 | loss: 0.0311395 | val_loss: 0.0311695 | Time: 9224.69 ms [2021-11-30 14:33:12 main:574] : INFO : Epoch 1556 | loss: 0.0311378 | val_loss: 0.0311744 | Time: 9201.63 ms [2021-11-30 14:33:21 main:574] : INFO : Epoch 1557 | loss: 0.0311395 | val_loss: 0.0311832 | Time: 9216.99 ms [2021-11-30 14:33:30 main:574] : INFO : Epoch 1558 | loss: 0.0311385 | val_loss: 0.0311721 | Time: 9218.21 ms [2021-11-30 14:33:40 main:574] : INFO : Epoch 1559 | loss: 0.0311365 | val_loss: 0.0311734 | Time: 9270.3 ms [2021-11-30 14:33:49 main:574] : INFO : Epoch 1560 | loss: 0.0311363 | val_loss: 0.0311678 | Time: 9201.94 ms [2021-11-30 14:33:58 main:574] : INFO : Epoch 1561 | loss: 0.0311337 | val_loss: 0.0311756 | Time: 9234.06 ms [2021-11-30 14:34:07 main:574] : INFO : Epoch 1562 | loss: 0.0311351 | val_loss: 0.0311725 | Time: 9165.08 ms [2021-11-30 14:34:17 main:574] : INFO : Epoch 1563 | loss: 0.0311337 | val_loss: 0.0311678 | Time: 9171.39 ms [2021-11-30 14:34:26 main:574] : INFO : Epoch 1564 | loss: 0.0311341 | val_loss: 0.0311744 | Time: 9219.42 ms [2021-11-30 14:34:35 main:574] : INFO : Epoch 1565 | loss: 0.0311358 | val_loss: 0.031177 | Time: 9210.17 ms [2021-11-30 14:34:44 main:574] : INFO : Epoch 1566 | loss: 0.0311397 | val_loss: 0.0311759 | Time: 9233.91 ms [2021-11-30 14:34:53 main:574] : INFO : Epoch 1567 | loss: 0.0311371 | val_loss: 0.031169 | Time: 9244.97 ms [2021-11-30 14:35:03 main:574] : INFO : Epoch 1568 | loss: 0.0311363 | val_loss: 0.0311731 | Time: 9201.64 ms [2021-11-30 14:35:12 main:574] : INFO : Epoch 1569 | loss: 0.0311368 | val_loss: 0.0311687 | Time: 9176.94 ms [2021-11-30 14:35:21 main:574] : INFO : Epoch 1570 | loss: 0.0311352 | val_loss: 0.0311715 | Time: 9236.59 ms [2021-11-30 14:35:30 main:574] : INFO : Epoch 1571 | loss: 0.0311332 | val_loss: 0.0311721 | Time: 9216.52 ms [2021-11-30 14:35:40 main:574] : INFO : Epoch 1572 | loss: 0.0311335 | val_loss: 0.0311756 | Time: 9184.35 ms [2021-11-30 14:35:49 main:574] : INFO : Epoch 1573 | loss: 0.0311325 | val_loss: 0.0311718 | Time: 9180.13 ms [2021-11-30 14:35:58 main:574] : INFO : Epoch 1574 | loss: 0.0311338 | val_loss: 0.0311768 | Time: 9176.41 ms [2021-11-30 14:36:07 main:574] : INFO : Epoch 1575 | loss: 0.0311378 | val_loss: 0.0311702 | Time: 9169.01 ms [2021-11-30 14:36:16 main:574] : INFO : Epoch 1576 | loss: 0.0311367 | val_loss: 0.0311837 | Time: 9269.28 ms [2021-11-30 14:36:26 main:574] : INFO : Epoch 1577 | loss: 0.0311362 | val_loss: 0.0311741 | Time: 9211 ms [2021-11-30 14:36:35 main:574] : INFO : Epoch 1578 | loss: 0.0311336 | val_loss: 0.0311728 | Time: 9129.41 ms [2021-11-30 14:36:44 main:574] : INFO : Epoch 1579 | loss: 0.0311332 | val_loss: 0.031169 | Time: 9163.71 ms [2021-11-30 14:36:53 main:574] : INFO : Epoch 1580 | loss: 0.0311332 | val_loss: 0.0311733 | Time: 9224.58 ms [2021-11-30 14:37:02 main:574] : INFO : Epoch 1581 | loss: 0.0311323 | val_loss: 0.0311712 | Time: 9226.85 ms [2021-11-30 14:37:12 main:574] : INFO : Epoch 1582 | loss: 0.0311338 | val_loss: 0.0311739 | Time: 9235.72 ms [2021-11-30 14:37:21 main:574] : INFO : Epoch 1583 | loss: 0.0311335 | val_loss: 0.0311711 | Time: 9251.17 ms [2021-11-30 14:37:30 main:574] : INFO : Epoch 1584 | loss: 0.0311326 | val_loss: 0.031174 | Time: 9280.14 ms [2021-11-30 14:37:39 main:574] : INFO : Epoch 1585 | loss: 0.0311317 | val_loss: 0.0311757 | Time: 9240.22 ms [2021-11-30 14:37:49 main:574] : INFO : Epoch 1586 | loss: 0.0311324 | val_loss: 0.0311753 | Time: 9238.82 ms [2021-11-30 14:37:58 main:574] : INFO : Epoch 1587 | loss: 0.0311348 | val_loss: 0.0311733 | Time: 9173.28 ms [2021-11-30 14:38:07 main:574] : INFO : Epoch 1588 | loss: 0.0311333 | val_loss: 0.0311732 | Time: 9200.36 ms [2021-11-30 14:38:16 main:574] : INFO : Epoch 1589 | loss: 0.0311325 | val_loss: 0.0311727 | Time: 9211.71 ms [2021-11-30 14:38:26 main:574] : INFO : Epoch 1590 | loss: 0.0311351 | val_loss: 0.0311728 | Time: 9171.27 ms [2021-11-30 14:38:35 main:574] : INFO : Epoch 1591 | loss: 0.0311379 | val_loss: 0.0311703 | Time: 9190.82 ms [2021-11-30 14:38:44 main:574] : INFO : Epoch 1592 | loss: 0.031137 | val_loss: 0.0311708 | Time: 9220.27 ms [2021-11-30 14:38:53 main:574] : INFO : Epoch 1593 | loss: 0.0311336 | val_loss: 0.0311719 | Time: 9215.82 ms [2021-11-30 14:39:02 main:574] : INFO : Epoch 1594 | loss: 0.0311327 | val_loss: 0.0311842 | Time: 9167.24 ms [2021-11-30 14:39:12 main:574] : INFO : Epoch 1595 | loss: 0.031133 | val_loss: 0.0311697 | Time: 9211.45 ms [2021-11-30 14:39:21 main:574] : INFO : Epoch 1596 | loss: 0.0311312 | val_loss: 0.0311755 | Time: 9174.12 ms [2021-11-30 14:39:30 main:574] : INFO : Epoch 1597 | loss: 0.0311308 | val_loss: 0.0311759 | Time: 9233.43 ms [2021-11-30 14:39:39 main:574] : INFO : Epoch 1598 | loss: 0.031131 | val_loss: 0.0311751 | Time: 9168.97 ms [2021-11-30 14:39:48 main:574] : INFO : Epoch 1599 | loss: 0.0311297 | val_loss: 0.0311737 | Time: 9178.23 ms [2021-11-30 14:39:58 main:574] : INFO : Epoch 1600 | loss: 0.031132 | val_loss: 0.0311675 | Time: 9202.79 ms [2021-11-30 14:40:07 main:574] : INFO : Epoch 1601 | loss: 0.031133 | val_loss: 0.031178 | Time: 9165.65 ms [2021-11-30 14:40:16 main:574] : INFO : Epoch 1602 | loss: 0.031135 | val_loss: 0.031196 | Time: 9199.54 ms [2021-11-30 14:40:25 main:574] : INFO : Epoch 1603 | loss: 0.0311493 | val_loss: 0.0311743 | Time: 9263.25 ms [2021-11-30 14:40:35 main:574] : INFO : Epoch 1604 | loss: 0.0311434 | val_loss: 0.0311704 | Time: 9241.16 ms [2021-11-30 14:40:44 main:574] : INFO : Epoch 1605 | loss: 0.0311375 | val_loss: 0.0311684 | Time: 9199.24 ms [2021-11-30 14:40:53 main:574] : INFO : Epoch 1606 | loss: 0.0311352 | val_loss: 0.0311704 | Time: 9215.55 ms [2021-11-30 14:41:02 main:574] : INFO : Epoch 1607 | loss: 0.0311319 | val_loss: 0.0311701 | Time: 9205.06 ms [2021-11-30 14:41:12 main:574] : INFO : Epoch 1608 | loss: 0.0311285 | val_loss: 0.0311691 | Time: 9233.89 ms [2021-11-30 14:41:21 main:574] : INFO : Epoch 1609 | loss: 0.0311305 | val_loss: 0.0311672 | Time: 9213.55 ms [2021-11-30 14:41:30 main:574] : INFO : Epoch 1610 | loss: 0.0311319 | val_loss: 0.0311721 | Time: 9246.01 ms [2021-11-30 14:41:39 main:574] : INFO : Epoch 1611 | loss: 0.0311315 | val_loss: 0.0311675 | Time: 9191.72 ms [2021-11-30 14:41:48 main:574] : INFO : Epoch 1612 | loss: 0.0311327 | val_loss: 0.031176 | Time: 9196.05 ms [2021-11-30 14:41:58 main:574] : INFO : Epoch 1613 | loss: 0.0311365 | val_loss: 0.0311766 | Time: 9189.16 ms [2021-11-30 14:42:07 main:574] : INFO : Epoch 1614 | loss: 0.0311301 | val_loss: 0.031171 | Time: 9173.76 ms [2021-11-30 14:42:16 main:574] : INFO : Epoch 1615 | loss: 0.0311319 | val_loss: 0.0311839 | Time: 9157.17 ms [2021-11-30 14:42:25 main:574] : INFO : Epoch 1616 | loss: 0.0311313 | val_loss: 0.0311723 | Time: 9145.05 ms [2021-11-30 14:42:34 main:574] : INFO : Epoch 1617 | loss: 0.031129 | val_loss: 0.0311716 | Time: 9175.08 ms [2021-11-30 14:42:44 main:574] : INFO : Epoch 1618 | loss: 0.0311309 | val_loss: 0.0311779 | Time: 9201.29 ms [2021-11-30 14:42:53 main:574] : INFO : Epoch 1619 | loss: 0.0311328 | val_loss: 0.0311691 | Time: 9216.28 ms [2021-11-30 14:43:02 main:574] : INFO : Epoch 1620 | loss: 0.0311298 | val_loss: 0.0311725 | Time: 9178.66 ms [2021-11-30 14:43:11 main:574] : INFO : Epoch 1621 | loss: 0.0311328 | val_loss: 0.0311719 | Time: 9234.81 ms [2021-11-30 14:43:20 main:574] : INFO : Epoch 1622 | loss: 0.0311322 | val_loss: 0.0311697 | Time: 9245.18 ms [2021-11-30 14:43:30 main:574] : INFO : Epoch 1623 | loss: 0.0311376 | val_loss: 0.0311671 | Time: 9174.69 ms [2021-11-30 14:43:39 main:574] : INFO : Epoch 1624 | loss: 0.0311395 | val_loss: 0.0311646 | Time: 9133.57 ms [2021-11-30 14:43:48 main:574] : INFO : Epoch 1625 | loss: 0.0311356 | val_loss: 0.0311698 | Time: 9196.4 ms [2021-11-30 14:43:57 main:574] : INFO : Epoch 1626 | loss: 0.0311363 | val_loss: 0.0311705 | Time: 9205.77 ms [2021-11-30 14:44:06 main:574] : INFO : Epoch 1627 | loss: 0.0311327 | val_loss: 0.0311711 | Time: 9196.38 ms [2021-11-30 14:44:16 main:574] : INFO : Epoch 1628 | loss: 0.0311334 | val_loss: 0.0311704 | Time: 9165.39 ms [2021-11-30 14:44:25 main:574] : INFO : Epoch 1629 | loss: 0.0311292 | val_loss: 0.0311753 | Time: 9189.88 ms [2021-11-30 14:44:34 main:574] : INFO : Epoch 1630 | loss: 0.0311279 | val_loss: 0.031174 | Time: 9136.68 ms [2021-11-30 14:44:43 main:574] : INFO : Epoch 1631 | loss: 0.0311267 | val_loss: 0.0311755 | Time: 9222.79 ms [2021-11-30 14:44:52 main:574] : INFO : Epoch 1632 | loss: 0.0311265 | val_loss: 0.0311731 | Time: 9226.03 ms [2021-11-30 14:45:02 main:574] : INFO : Epoch 1633 | loss: 0.0311259 | val_loss: 0.0311746 | Time: 9166.06 ms [2021-11-30 14:45:11 main:574] : INFO : Epoch 1634 | loss: 0.0311261 | val_loss: 0.0311722 | Time: 9195.95 ms [2021-11-30 14:45:20 main:574] : INFO : Epoch 1635 | loss: 0.0311255 | val_loss: 0.0311751 | Time: 9205.96 ms [2021-11-30 14:45:29 main:574] : INFO : Epoch 1636 | loss: 0.0311267 | val_loss: 0.0311755 | Time: 9241.15 ms [2021-11-30 14:45:39 main:574] : INFO : Epoch 1637 | loss: 0.0311257 | val_loss: 0.0311735 | Time: 9220.18 ms [2021-11-30 14:45:48 main:574] : INFO : Epoch 1638 | loss: 0.0311266 | val_loss: 0.0311815 | Time: 9238.4 ms [2021-11-30 14:45:57 main:574] : INFO : Epoch 1639 | loss: 0.0311301 | val_loss: 0.0311755 | Time: 9245.79 ms [2021-11-30 14:46:06 main:574] : INFO : Epoch 1640 | loss: 0.0311256 | val_loss: 0.0311721 | Time: 9212.36 ms [2021-11-30 14:46:16 main:574] : INFO : Epoch 1641 | loss: 0.0311274 | val_loss: 0.031177 | Time: 9256.08 ms [2021-11-30 14:46:25 main:574] : INFO : Epoch 1642 | loss: 0.0311278 | val_loss: 0.0311727 | Time: 9235.56 ms [2021-11-30 14:46:34 main:574] : INFO : Epoch 1643 | loss: 0.0311258 | val_loss: 0.0311777 | Time: 9237.86 ms [2021-11-30 14:46:43 main:574] : INFO : Epoch 1644 | loss: 0.0311243 | val_loss: 0.0311776 | Time: 9185.19 ms [2021-11-30 14:46:52 main:574] : INFO : Epoch 1645 | loss: 0.0311308 | val_loss: 0.0311768 | Time: 9224.89 ms [2021-11-30 14:47:02 main:574] : INFO : Epoch 1646 | loss: 0.0311316 | val_loss: 0.0311767 | Time: 9264.32 ms [2021-11-30 14:47:11 main:574] : INFO : Epoch 1647 | loss: 0.03113 | val_loss: 0.0311772 | Time: 9244.97 ms [2021-11-30 14:47:20 main:574] : INFO : Epoch 1648 | loss: 0.0311327 | val_loss: 0.0311771 | Time: 9160.74 ms [2021-11-30 14:47:29 main:574] : INFO : Epoch 1649 | loss: 0.0311338 | val_loss: 0.031177 | Time: 9182.99 ms [2021-11-30 14:47:39 main:574] : INFO : Epoch 1650 | loss: 0.0311287 | val_loss: 0.0311855 | Time: 9236.4 ms [2021-11-30 14:47:48 main:574] : INFO : Epoch 1651 | loss: 0.0311276 | val_loss: 0.0311696 | Time: 9289.81 ms [2021-11-30 14:47:57 main:574] : INFO : Epoch 1652 | loss: 0.0311311 | val_loss: 0.0311667 | Time: 9209.5 ms [2021-11-30 14:48:06 main:574] : INFO : Epoch 1653 | loss: 0.0311389 | val_loss: 0.0311692 | Time: 9198.88 ms [2021-11-30 14:48:16 main:574] : INFO : Epoch 1654 | loss: 0.0311377 | val_loss: 0.0311655 | Time: 9234.83 ms [2021-11-30 14:48:25 main:574] : INFO : Epoch 1655 | loss: 0.0311327 | val_loss: 0.0311698 | Time: 9189.45 ms [2021-11-30 14:48:34 main:574] : INFO : Epoch 1656 | loss: 0.0311307 | val_loss: 0.0311728 | Time: 9176.04 ms [2021-11-30 14:48:43 main:574] : INFO : Epoch 1657 | loss: 0.0311323 | val_loss: 0.0311699 | Time: 9233.65 ms [2021-11-30 14:48:53 main:574] : INFO : Epoch 1658 | loss: 0.0311334 | val_loss: 0.031169 | Time: 9229.28 ms [2021-11-30 14:49:02 main:574] : INFO : Epoch 1659 | loss: 0.0311287 | val_loss: 0.0311765 | Time: 9187.66 ms [2021-11-30 14:49:11 main:574] : INFO : Epoch 1660 | loss: 0.0311285 | val_loss: 0.0311782 | Time: 9216.99 ms [2021-11-30 14:49:20 main:574] : INFO : Epoch 1661 | loss: 0.0311312 | val_loss: 0.03118 | Time: 9249.82 ms [2021-11-30 14:49:29 main:574] : INFO : Epoch 1662 | loss: 0.0311333 | val_loss: 0.0311724 | Time: 9278.15 ms [2021-11-30 14:49:39 main:574] : INFO : Epoch 1663 | loss: 0.0311319 | val_loss: 0.0311728 | Time: 9220.56 ms [2021-11-30 14:49:48 main:574] : INFO : Epoch 1664 | loss: 0.0311282 | val_loss: 0.0311751 | Time: 9201.64 ms [2021-11-30 14:49:57 main:574] : INFO : Epoch 1665 | loss: 0.0311289 | val_loss: 0.0311811 | Time: 9243.36 ms [2021-11-30 14:50:06 main:574] : INFO : Epoch 1666 | loss: 0.0311274 | val_loss: 0.0311729 | Time: 9244.85 ms [2021-11-30 14:50:16 main:574] : INFO : Epoch 1667 | loss: 0.0311312 | val_loss: 0.0311816 | Time: 9188.85 ms [2021-11-30 14:50:25 main:574] : INFO : Epoch 1668 | loss: 0.0311324 | val_loss: 0.0311869 | Time: 9174.75 ms [2021-11-30 14:50:34 main:574] : INFO : Epoch 1669 | loss: 0.0311294 | val_loss: 0.0311707 | Time: 9207.07 ms [2021-11-30 14:50:43 main:574] : INFO : Epoch 1670 | loss: 0.0311279 | val_loss: 0.0311795 | Time: 9135.51 ms [2021-11-30 14:50:52 main:574] : INFO : Epoch 1671 | loss: 0.0311295 | val_loss: 0.0311722 | Time: 9087.1 ms [2021-11-30 14:51:01 main:574] : INFO : Epoch 1672 | loss: 0.0311271 | val_loss: 0.0311683 | Time: 9139.8 ms [2021-11-30 14:51:11 main:574] : INFO : Epoch 1673 | loss: 0.031134 | val_loss: 0.0311724 | Time: 9074.27 ms [2021-11-30 14:51:20 main:574] : INFO : Epoch 1674 | loss: 0.0311323 | val_loss: 0.0311705 | Time: 9027.83 ms [2021-11-30 14:51:29 main:574] : INFO : Epoch 1675 | loss: 0.0311329 | val_loss: 0.031177 | Time: 9087.67 ms [2021-11-30 14:51:38 main:574] : INFO : Epoch 1676 | loss: 0.0311277 | val_loss: 0.031178 | Time: 9206.06 ms [2021-11-30 14:51:47 main:574] : INFO : Epoch 1677 | loss: 0.0311295 | val_loss: 0.0311816 | Time: 9211.4 ms [2021-11-30 14:51:56 main:574] : INFO : Epoch 1678 | loss: 0.0311328 | val_loss: 0.0311703 | Time: 9262.37 ms [2021-11-30 14:52:06 main:574] : INFO : Epoch 1679 | loss: 0.0311317 | val_loss: 0.0311729 | Time: 9119.49 ms [2021-11-30 14:52:15 main:574] : INFO : Epoch 1680 | loss: 0.0311302 | val_loss: 0.0311806 | Time: 9112.47 ms [2021-11-30 14:52:24 main:574] : INFO : Epoch 1681 | loss: 0.0311274 | val_loss: 0.031174 | Time: 9101.55 ms [2021-11-30 14:52:33 main:574] : INFO : Epoch 1682 | loss: 0.0311264 | val_loss: 0.0311753 | Time: 9056.56 ms [2021-11-30 14:52:42 main:574] : INFO : Epoch 1683 | loss: 0.0311266 | val_loss: 0.0311776 | Time: 9077.93 ms [2021-11-30 14:52:51 main:574] : INFO : Epoch 1684 | loss: 0.0311246 | val_loss: 0.0311779 | Time: 9128.55 ms [2021-11-30 14:53:00 main:574] : INFO : Epoch 1685 | loss: 0.0311288 | val_loss: 0.0311822 | Time: 9155.31 ms [2021-11-30 14:53:09 main:574] : INFO : Epoch 1686 | loss: 0.0311331 | val_loss: 0.0311728 | Time: 9073.35 ms [2021-11-30 14:53:19 main:574] : INFO : Epoch 1687 | loss: 0.0311271 | val_loss: 0.0311764 | Time: 9111.99 ms [2021-11-30 14:53:28 main:574] : INFO : Epoch 1688 | loss: 0.0311232 | val_loss: 0.0311817 | Time: 9080.05 ms [2021-11-30 14:53:37 main:574] : INFO : Epoch 1689 | loss: 0.0311237 | val_loss: 0.0311778 | Time: 9127.55 ms [2021-11-30 14:53:46 main:574] : INFO : Epoch 1690 | loss: 0.0311249 | val_loss: 0.0311774 | Time: 9072.86 ms [2021-11-30 14:53:55 main:574] : INFO : Epoch 1691 | loss: 0.0311284 | val_loss: 0.0311819 | Time: 9211.09 ms [2021-11-30 14:54:04 main:574] : INFO : Epoch 1692 | loss: 0.0311283 | val_loss: 0.0311737 | Time: 9186.2 ms [2021-11-30 14:54:13 main:574] : INFO : Epoch 1693 | loss: 0.0311276 | val_loss: 0.0311809 | Time: 9177.72 ms [2021-11-30 14:54:23 main:574] : INFO : Epoch 1694 | loss: 0.0311271 | val_loss: 0.0311744 | Time: 9208.51 ms [2021-11-30 14:54:32 main:574] : INFO : Epoch 1695 | loss: 0.0311234 | val_loss: 0.0311735 | Time: 9218.83 ms [2021-11-30 14:54:41 main:574] : INFO : Epoch 1696 | loss: 0.0311272 | val_loss: 0.0311772 | Time: 9158.41 ms [2021-11-30 14:54:50 main:574] : INFO : Epoch 1697 | loss: 0.0311272 | val_loss: 0.0311741 | Time: 9196.28 ms [2021-11-30 14:54:59 main:574] : INFO : Epoch 1698 | loss: 0.0311236 | val_loss: 0.0311787 | Time: 9152.98 ms [2021-11-30 14:55:09 main:574] : INFO : Epoch 1699 | loss: 0.0311233 | val_loss: 0.0311751 | Time: 9248.87 ms [2021-11-30 14:55:18 main:574] : INFO : Epoch 1700 | loss: 0.0311249 | val_loss: 0.0311757 | Time: 9145.46 ms [2021-11-30 14:55:27 main:574] : INFO : Epoch 1701 | loss: 0.0311243 | val_loss: 0.0311846 | Time: 9230.55 ms [2021-11-30 14:55:36 main:574] : INFO : Epoch 1702 | loss: 0.0311284 | val_loss: 0.0311727 | Time: 9167.7 ms [2021-11-30 14:55:46 main:574] : INFO : Epoch 1703 | loss: 0.0311247 | val_loss: 0.0311773 | Time: 9210.71 ms [2021-11-30 14:55:55 main:574] : INFO : Epoch 1704 | loss: 0.0311252 | val_loss: 0.0311783 | Time: 9234.07 ms [2021-11-30 14:56:04 main:574] : INFO : Epoch 1705 | loss: 0.0311247 | val_loss: 0.0311718 | Time: 9246.82 ms [2021-11-30 14:56:13 main:574] : INFO : Epoch 1706 | loss: 0.0311334 | val_loss: 0.0311815 | Time: 9107.3 ms [2021-11-30 14:56:22 main:574] : INFO : Epoch 1707 | loss: 0.0311386 | val_loss: 0.0311692 | Time: 9186.31 ms [2021-11-30 14:56:32 main:574] : INFO : Epoch 1708 | loss: 0.0311374 | val_loss: 0.0311699 | Time: 9199.31 ms [2021-11-30 14:56:41 main:574] : INFO : Epoch 1709 | loss: 0.0311628 | val_loss: 0.0314605 | Time: 9155.67 ms [2021-11-30 14:56:50 main:574] : INFO : Epoch 1710 | loss: 0.0489086 | val_loss: 0.03601 | Time: 9198.35 ms [2021-11-30 14:56:59 main:574] : INFO : Epoch 1711 | loss: 0.0369142 | val_loss: 0.032458 | Time: 9146.09 ms [2021-11-30 14:57:08 main:574] : INFO : Epoch 1712 | loss: 0.031777 | val_loss: 0.0312917 | Time: 9272.43 ms [2021-11-30 14:57:18 main:574] : INFO : Epoch 1713 | loss: 0.0312845 | val_loss: 0.0312417 | Time: 9166.44 ms [2021-11-30 14:57:27 main:574] : INFO : Epoch 1714 | loss: 0.0311941 | val_loss: 0.0311885 | Time: 9208.39 ms [2021-11-30 14:57:36 main:574] : INFO : Epoch 1715 | loss: 0.0311563 | val_loss: 0.0311684 | Time: 9211.83 ms [2021-11-30 14:57:45 main:574] : INFO : Epoch 1716 | loss: 0.0311415 | val_loss: 0.0311678 | Time: 9233.76 ms [2021-11-30 14:57:54 main:574] : INFO : Epoch 1717 | loss: 0.031136 | val_loss: 0.0311673 | Time: 9109.46 ms [2021-11-30 14:58:04 main:574] : INFO : Epoch 1718 | loss: 0.0311332 | val_loss: 0.0311694 | Time: 9153.59 ms [2021-11-30 14:58:13 main:574] : INFO : Epoch 1719 | loss: 0.0311329 | val_loss: 0.0311691 | Time: 9138.71 ms [2021-11-30 14:58:22 main:574] : INFO : Epoch 1720 | loss: 0.0311348 | val_loss: 0.0311675 | Time: 9177.22 ms [2021-11-30 14:58:31 main:574] : INFO : Epoch 1721 | loss: 0.031134 | val_loss: 0.0311677 | Time: 9162.45 ms [2021-11-30 14:58:40 main:574] : INFO : Epoch 1722 | loss: 0.0311384 | val_loss: 0.0311692 | Time: 9126.4 ms [2021-11-30 14:58:49 main:574] : INFO : Epoch 1723 | loss: 0.0311397 | val_loss: 0.0311672 | Time: 9153.42 ms [2021-11-30 14:58:59 main:574] : INFO : Epoch 1724 | loss: 0.0311378 | val_loss: 0.0311634 | Time: 9137.22 ms [2021-11-30 14:59:08 main:574] : INFO : Epoch 1725 | loss: 0.0311397 | val_loss: 0.0311632 | Time: 9239.74 ms [2021-11-30 14:59:17 main:574] : INFO : Epoch 1726 | loss: 0.0311322 | val_loss: 0.031169 | Time: 9171.32 ms [2021-11-30 14:59:26 main:574] : INFO : Epoch 1727 | loss: 0.0311311 | val_loss: 0.031165 | Time: 9239.65 ms [2021-11-30 14:59:35 main:574] : INFO : Epoch 1728 | loss: 0.0311289 | val_loss: 0.0311668 | Time: 9203.87 ms [2021-11-30 14:59:45 main:574] : INFO : Epoch 1729 | loss: 0.0311301 | val_loss: 0.0311685 | Time: 9189.2 ms [2021-11-30 14:59:54 main:574] : INFO : Epoch 1730 | loss: 0.0311299 | val_loss: 0.0311714 | Time: 9214.56 ms [2021-11-30 15:00:03 main:574] : INFO : Epoch 1731 | loss: 0.0311283 | val_loss: 0.0311699 | Time: 9174.99 ms [2021-11-30 15:00:12 main:574] : INFO : Epoch 1732 | loss: 0.0311268 | val_loss: 0.0311721 | Time: 9115.35 ms [2021-11-30 15:00:21 main:574] : INFO : Epoch 1733 | loss: 0.0311257 | val_loss: 0.0311713 | Time: 9098.17 ms [2021-11-30 15:00:30 main:574] : INFO : Epoch 1734 | loss: 0.0311256 | val_loss: 0.0311719 | Time: 9118.5 ms [2021-11-30 15:00:40 main:574] : INFO : Epoch 1735 | loss: 0.0311249 | val_loss: 0.0311703 | Time: 9137.15 ms [2021-11-30 15:00:49 main:574] : INFO : Epoch 1736 | loss: 0.0311259 | val_loss: 0.0311746 | Time: 9097.63 ms [2021-11-30 15:00:58 main:574] : INFO : Epoch 1737 | loss: 0.0311267 | val_loss: 0.031174 | Time: 9065.9 ms [2021-11-30 15:01:07 main:574] : INFO : Epoch 1738 | loss: 0.0311272 | val_loss: 0.0311692 | Time: 9102.83 ms [2021-11-30 15:01:16 main:574] : INFO : Epoch 1739 | loss: 0.0311244 | val_loss: 0.0311689 | Time: 8998.15 ms [2021-11-30 15:01:25 main:574] : INFO : Epoch 1740 | loss: 0.031124 | val_loss: 0.0311731 | Time: 9096.45 ms [2021-11-30 15:01:34 main:574] : INFO : Epoch 1741 | loss: 0.0311254 | val_loss: 0.0311697 | Time: 9281.85 ms [2021-11-30 15:01:43 main:574] : INFO : Epoch 1742 | loss: 0.0311222 | val_loss: 0.0311737 | Time: 9222.49 ms [2021-11-30 15:01:53 main:574] : INFO : Epoch 1743 | loss: 0.0311246 | val_loss: 0.0311696 | Time: 9182.72 ms [2021-11-30 15:02:02 main:574] : INFO : Epoch 1744 | loss: 0.0311269 | val_loss: 0.0311729 | Time: 9203.14 ms [2021-11-30 15:02:11 main:574] : INFO : Epoch 1745 | loss: 0.0311226 | val_loss: 0.0311766 | Time: 9224.87 ms [2021-11-30 15:02:20 main:574] : INFO : Epoch 1746 | loss: 0.0311226 | val_loss: 0.0311737 | Time: 9238.47 ms [2021-11-30 15:02:30 main:574] : INFO : Epoch 1747 | loss: 0.0311261 | val_loss: 0.0311777 | Time: 9196.04 ms [2021-11-30 15:02:39 main:574] : INFO : Epoch 1748 | loss: 0.0311248 | val_loss: 0.0311709 | Time: 9195.07 ms [2021-11-30 15:02:48 main:574] : INFO : Epoch 1749 | loss: 0.0311225 | val_loss: 0.0311717 | Time: 9136.68 ms [2021-11-30 15:02:57 main:574] : INFO : Epoch 1750 | loss: 0.0311215 | val_loss: 0.0311742 | Time: 9162.11 ms [2021-11-30 15:03:06 main:574] : INFO : Epoch 1751 | loss: 0.0311239 | val_loss: 0.0311755 | Time: 9244.79 ms [2021-11-30 15:03:16 main:574] : INFO : Epoch 1752 | loss: 0.0311332 | val_loss: 0.0311706 | Time: 9165.38 ms [2021-11-30 15:03:25 main:574] : INFO : Epoch 1753 | loss: 0.0311298 | val_loss: 0.0311763 | Time: 9174.45 ms [2021-11-30 15:03:34 main:574] : INFO : Epoch 1754 | loss: 0.0311285 | val_loss: 0.0311727 | Time: 9185.51 ms [2021-11-30 15:03:43 main:574] : INFO : Epoch 1755 | loss: 0.0311264 | val_loss: 0.0311727 | Time: 9199.08 ms [2021-11-30 15:03:52 main:574] : INFO : Epoch 1756 | loss: 0.0311237 | val_loss: 0.031179 | Time: 9210.56 ms [2021-11-30 15:04:02 main:574] : INFO : Epoch 1757 | loss: 0.0311261 | val_loss: 0.0311803 | Time: 9181.93 ms [2021-11-30 15:04:11 main:574] : INFO : Epoch 1758 | loss: 0.0311263 | val_loss: 0.0311815 | Time: 9216.36 ms [2021-11-30 15:04:20 main:574] : INFO : Epoch 1759 | loss: 0.0311251 | val_loss: 0.0311794 | Time: 9206.48 ms [2021-11-30 15:04:29 main:574] : INFO : Epoch 1760 | loss: 0.0311242 | val_loss: 0.0311803 | Time: 9181.81 ms [2021-11-30 15:04:38 main:574] : INFO : Epoch 1761 | loss: 0.0311301 | val_loss: 0.0311722 | Time: 9230.1 ms [2021-11-30 15:04:48 main:574] : INFO : Epoch 1762 | loss: 0.0311304 | val_loss: 0.0311725 | Time: 9181.43 ms [2021-11-30 15:04:57 main:574] : INFO : Epoch 1763 | loss: 0.0311416 | val_loss: 0.031175 | Time: 9206.28 ms [2021-11-30 15:05:06 main:574] : INFO : Epoch 1764 | loss: 0.0311399 | val_loss: 0.0311731 | Time: 9185.33 ms [2021-11-30 15:05:15 main:574] : INFO : Epoch 1765 | loss: 0.0311372 | val_loss: 0.0311756 | Time: 9162.86 ms [2021-11-30 15:05:24 main:574] : INFO : Epoch 1766 | loss: 0.0311336 | val_loss: 0.0311761 | Time: 9233.45 ms [2021-11-30 15:05:34 main:574] : INFO : Epoch 1767 | loss: 0.0311408 | val_loss: 0.031169 | Time: 9226.51 ms [2021-11-30 15:05:43 main:574] : INFO : Epoch 1768 | loss: 0.0311379 | val_loss: 0.0311667 | Time: 9172.1 ms [2021-11-30 15:05:52 main:574] : INFO : Epoch 1769 | loss: 0.0311341 | val_loss: 0.0311713 | Time: 9219.04 ms [2021-11-30 15:06:01 main:574] : INFO : Epoch 1770 | loss: 0.0311304 | val_loss: 0.0311688 | Time: 9201.44 ms [2021-11-30 15:06:11 main:574] : INFO : Epoch 1771 | loss: 0.0311307 | val_loss: 0.031168 | Time: 9220.36 ms [2021-11-30 15:06:20 main:574] : INFO : Epoch 1772 | loss: 0.0311316 | val_loss: 0.0311701 | Time: 9154.19 ms [2021-11-30 15:06:29 main:574] : INFO : Epoch 1773 | loss: 0.0311272 | val_loss: 0.0311714 | Time: 9196.78 ms [2021-11-30 15:06:38 main:574] : INFO : Epoch 1774 | loss: 0.031126 | val_loss: 0.0311715 | Time: 9183.39 ms [2021-11-30 15:06:47 main:574] : INFO : Epoch 1775 | loss: 0.0311287 | val_loss: 0.0311667 | Time: 9121.56 ms [2021-11-30 15:06:56 main:574] : INFO : Epoch 1776 | loss: 0.0311318 | val_loss: 0.0311751 | Time: 9179.5 ms [2021-11-30 15:07:06 main:574] : INFO : Epoch 1777 | loss: 0.0311332 | val_loss: 0.031173 | Time: 9203.21 ms [2021-11-30 15:07:15 main:574] : INFO : Epoch 1778 | loss: 0.0311321 | val_loss: 0.0311754 | Time: 9223.05 ms [2021-11-30 15:07:24 main:574] : INFO : Epoch 1779 | loss: 0.0311276 | val_loss: 0.0311766 | Time: 9210.83 ms [2021-11-30 15:07:33 main:574] : INFO : Epoch 1780 | loss: 0.0311293 | val_loss: 0.0311789 | Time: 9211.09 ms [2021-11-30 15:07:43 main:574] : INFO : Epoch 1781 | loss: 0.0311257 | val_loss: 0.0311747 | Time: 9159.78 ms [2021-11-30 15:07:52 main:574] : INFO : Epoch 1782 | loss: 0.0311242 | val_loss: 0.0311786 | Time: 9155.25 ms [2021-11-30 15:08:01 main:574] : INFO : Epoch 1783 | loss: 0.031124 | val_loss: 0.0311747 | Time: 9117.49 ms [2021-11-30 15:08:10 main:574] : INFO : Epoch 1784 | loss: 0.0311248 | val_loss: 0.031175 | Time: 9202.83 ms [2021-11-30 15:08:19 main:574] : INFO : Epoch 1785 | loss: 0.0311239 | val_loss: 0.0311753 | Time: 9192.55 ms [2021-11-30 15:08:28 main:574] : INFO : Epoch 1786 | loss: 0.0311276 | val_loss: 0.0311666 | Time: 9175.05 ms [2021-11-30 15:08:38 main:574] : INFO : Epoch 1787 | loss: 0.0311295 | val_loss: 0.031168 | Time: 9196.06 ms [2021-11-30 15:08:47 main:574] : INFO : Epoch 1788 | loss: 0.0311293 | val_loss: 0.0311677 | Time: 9250 ms [2021-11-30 15:08:56 main:574] : INFO : Epoch 1789 | loss: 0.0311275 | val_loss: 0.0311788 | Time: 9131.86 ms [2021-11-30 15:09:05 main:574] : INFO : Epoch 1790 | loss: 0.0311248 | val_loss: 0.0311812 | Time: 9162.72 ms [2021-11-30 15:09:14 main:574] : INFO : Epoch 1791 | loss: 0.0311268 | val_loss: 0.0311721 | Time: 9162.7 ms [2021-11-30 15:09:24 main:574] : INFO : Epoch 1792 | loss: 0.0311216 | val_loss: 0.031171 | Time: 9202.74 ms [2021-11-30 15:09:33 main:574] : INFO : Epoch 1793 | loss: 0.0311213 | val_loss: 0.0311755 | Time: 9227.43 ms [2021-11-30 15:09:42 main:574] : INFO : Epoch 1794 | loss: 0.031123 | val_loss: 0.0311714 | Time: 9269.3 ms [2021-11-30 15:09:51 main:574] : INFO : Epoch 1795 | loss: 0.031121 | val_loss: 0.0311745 | Time: 9160.76 ms [2021-11-30 15:10:01 main:574] : INFO : Epoch 1796 | loss: 0.031122 | val_loss: 0.0311746 | Time: 9209.09 ms [2021-11-30 15:10:10 main:574] : INFO : Epoch 1797 | loss: 0.0311219 | val_loss: 0.0311797 | Time: 9220.85 ms [2021-11-30 15:10:19 main:574] : INFO : Epoch 1798 | loss: 0.0311208 | val_loss: 0.031178 | Time: 9207.69 ms [2021-11-30 15:10:28 main:574] : INFO : Epoch 1799 | loss: 0.0311244 | val_loss: 0.0311739 | Time: 9219.41 ms [2021-11-30 15:10:37 main:574] : INFO : Epoch 1800 | loss: 0.0311246 | val_loss: 0.0311758 | Time: 9153.61 ms [2021-11-30 15:10:47 main:574] : INFO : Epoch 1801 | loss: 0.0311242 | val_loss: 0.0311709 | Time: 9222.06 ms [2021-11-30 15:10:56 main:574] : INFO : Epoch 1802 | loss: 0.0311219 | val_loss: 0.031174 | Time: 9127.55 ms [2021-11-30 15:11:05 main:574] : INFO : Epoch 1803 | loss: 0.0311259 | val_loss: 0.0311798 | Time: 9161.91 ms [2021-11-30 15:11:14 main:574] : INFO : Epoch 1804 | loss: 0.0311312 | val_loss: 0.0311787 | Time: 9198.3 ms [2021-11-30 15:11:23 main:574] : INFO : Epoch 1805 | loss: 0.0311312 | val_loss: 0.0311701 | Time: 9190.76 ms [2021-11-30 15:11:33 main:574] : INFO : Epoch 1806 | loss: 0.0311311 | val_loss: 0.0311673 | Time: 9217.2 ms [2021-11-30 15:11:42 main:574] : INFO : Epoch 1807 | loss: 0.0311292 | val_loss: 0.0311654 | Time: 9183.36 ms [2021-11-30 15:11:51 main:574] : INFO : Epoch 1808 | loss: 0.0311285 | val_loss: 0.0311668 | Time: 9245.69 ms [2021-11-30 15:12:00 main:574] : INFO : Epoch 1809 | loss: 0.0311288 | val_loss: 0.0311701 | Time: 9270.58 ms [2021-11-30 15:12:10 main:574] : INFO : Epoch 1810 | loss: 0.0311271 | val_loss: 0.0311701 | Time: 9262.01 ms [2021-11-30 15:12:19 main:574] : INFO : Epoch 1811 | loss: 0.0311272 | val_loss: 0.0311691 | Time: 9175.68 ms [2021-11-30 15:12:28 main:574] : INFO : Epoch 1812 | loss: 0.0311233 | val_loss: 0.0311721 | Time: 9136.11 ms [2021-11-30 15:12:37 main:574] : INFO : Epoch 1813 | loss: 0.0311221 | val_loss: 0.0311697 | Time: 9266.84 ms [2021-11-30 15:12:46 main:574] : INFO : Epoch 1814 | loss: 0.031122 | val_loss: 0.0311726 | Time: 9209.46 ms [2021-11-30 15:12:56 main:574] : INFO : Epoch 1815 | loss: 0.0311221 | val_loss: 0.0311724 | Time: 9122.83 ms [2021-11-30 15:13:05 main:574] : INFO : Epoch 1816 | loss: 0.0311226 | val_loss: 0.0311795 | Time: 9051.92 ms [2021-11-30 15:13:14 main:574] : INFO : Epoch 1817 | loss: 0.031123 | val_loss: 0.0311783 | Time: 9080.56 ms [2021-11-30 15:13:23 main:574] : INFO : Epoch 1818 | loss: 0.0311249 | val_loss: 0.0311733 | Time: 9106.51 ms [2021-11-30 15:13:32 main:574] : INFO : Epoch 1819 | loss: 0.0311236 | val_loss: 0.0311701 | Time: 9096.19 ms [2021-11-30 15:13:41 main:574] : INFO : Epoch 1820 | loss: 0.031121 | val_loss: 0.0311717 | Time: 9089.27 ms [2021-11-30 15:13:50 main:574] : INFO : Epoch 1821 | loss: 0.031124 | val_loss: 0.0311713 | Time: 9088.27 ms [2021-11-30 15:13:59 main:574] : INFO : Epoch 1822 | loss: 0.031121 | val_loss: 0.0311694 | Time: 9134.84 ms [2021-11-30 15:14:08 main:574] : INFO : Epoch 1823 | loss: 0.0311222 | val_loss: 0.0311728 | Time: 9086.92 ms [2021-11-30 15:14:17 main:574] : INFO : Epoch 1824 | loss: 0.0311225 | val_loss: 0.0311729 | Time: 9056.34 ms [2021-11-30 15:14:27 main:574] : INFO : Epoch 1825 | loss: 0.0311215 | val_loss: 0.0311695 | Time: 9086.41 ms [2021-11-30 15:14:36 main:574] : INFO : Epoch 1826 | loss: 0.0311203 | val_loss: 0.0311767 | Time: 9175.88 ms [2021-11-30 15:14:45 main:574] : INFO : Epoch 1827 | loss: 0.0311197 | val_loss: 0.0311779 | Time: 9194.76 ms [2021-11-30 15:14:54 main:574] : INFO : Epoch 1828 | loss: 0.0311202 | val_loss: 0.031176 | Time: 9168.72 ms [2021-11-30 15:15:03 main:574] : INFO : Epoch 1829 | loss: 0.0311214 | val_loss: 0.0311727 | Time: 9197.27 ms [2021-11-30 15:15:13 main:574] : INFO : Epoch 1830 | loss: 0.0311209 | val_loss: 0.0311763 | Time: 9192.11 ms [2021-11-30 15:15:22 main:574] : INFO : Epoch 1831 | loss: 0.0311192 | val_loss: 0.0311744 | Time: 9191.64 ms [2021-11-30 15:15:31 main:574] : INFO : Epoch 1832 | loss: 0.0311173 | val_loss: 0.0311781 | Time: 9112.68 ms [2021-11-30 15:15:40 main:574] : INFO : Epoch 1833 | loss: 0.0311177 | val_loss: 0.0311754 | Time: 9235.44 ms [2021-11-30 15:15:49 main:574] : INFO : Epoch 1834 | loss: 0.0311191 | val_loss: 0.0311681 | Time: 9174.94 ms [2021-11-30 15:15:59 main:574] : INFO : Epoch 1835 | loss: 0.0311257 | val_loss: 0.0311841 | Time: 9183.41 ms [2021-11-30 15:16:08 main:574] : INFO : Epoch 1836 | loss: 0.0311251 | val_loss: 0.0311733 | Time: 9205.24 ms [2021-11-30 15:16:17 main:574] : INFO : Epoch 1837 | loss: 0.0311223 | val_loss: 0.0311768 | Time: 9192.85 ms [2021-11-30 15:16:26 main:574] : INFO : Epoch 1838 | loss: 0.0311215 | val_loss: 0.0311742 | Time: 9267.61 ms [2021-11-30 15:16:35 main:574] : INFO : Epoch 1839 | loss: 0.0311196 | val_loss: 0.0311804 | Time: 9123.15 ms [2021-11-30 15:16:45 main:574] : INFO : Epoch 1840 | loss: 0.0311173 | val_loss: 0.0311745 | Time: 9194.2 ms [2021-11-30 15:16:54 main:574] : INFO : Epoch 1841 | loss: 0.0311194 | val_loss: 0.0311772 | Time: 9235.09 ms [2021-11-30 15:17:03 main:574] : INFO : Epoch 1842 | loss: 0.0311202 | val_loss: 0.0311748 | Time: 9208.85 ms [2021-11-30 15:17:12 main:574] : INFO : Epoch 1843 | loss: 0.031117 | val_loss: 0.031176 | Time: 9259.7 ms [2021-11-30 15:17:22 main:574] : INFO : Epoch 1844 | loss: 0.0311158 | val_loss: 0.0311797 | Time: 9243.18 ms [2021-11-30 15:17:31 main:574] : INFO : Epoch 1845 | loss: 0.0311185 | val_loss: 0.0311751 | Time: 9253.25 ms [2021-11-30 15:17:40 main:574] : INFO : Epoch 1846 | loss: 0.0311195 | val_loss: 0.0311804 | Time: 9219.16 ms [2021-11-30 15:17:49 main:574] : INFO : Epoch 1847 | loss: 0.0311183 | val_loss: 0.0311803 | Time: 9207.75 ms [2021-11-30 15:17:58 main:574] : INFO : Epoch 1848 | loss: 0.0311294 | val_loss: 0.0311735 | Time: 9153.45 ms [2021-11-30 15:18:08 main:574] : INFO : Epoch 1849 | loss: 0.0311292 | val_loss: 0.0311741 | Time: 9231.3 ms [2021-11-30 15:18:17 main:574] : INFO : Epoch 1850 | loss: 0.0311274 | val_loss: 0.0311749 | Time: 9209.32 ms [2021-11-30 15:18:26 main:574] : INFO : Epoch 1851 | loss: 0.0311246 | val_loss: 0.031171 | Time: 9194.66 ms [2021-11-30 15:18:35 main:574] : INFO : Epoch 1852 | loss: 0.0311234 | val_loss: 0.0311708 | Time: 9229.52 ms [2021-11-30 15:18:45 main:574] : INFO : Epoch 1853 | loss: 0.031121 | val_loss: 0.0311762 | Time: 9195 ms [2021-11-30 15:18:54 main:574] : INFO : Epoch 1854 | loss: 0.0311202 | val_loss: 0.0311789 | Time: 9208.2 ms [2021-11-30 15:19:04 main:574] : INFO : Epoch 1855 | loss: 0.0311205 | val_loss: 0.0311708 | Time: 9141.97 ms [2021-11-30 15:19:13 main:574] : INFO : Epoch 1856 | loss: 0.0311212 | val_loss: 0.0311746 | Time: 9122.72 ms [2021-11-30 15:19:22 main:574] : INFO : Epoch 1857 | loss: 0.0311173 | val_loss: 0.0311763 | Time: 9290.47 ms [2021-11-30 15:19:31 main:574] : INFO : Epoch 1858 | loss: 0.0311184 | val_loss: 0.0311722 | Time: 9233.68 ms [2021-11-30 15:19:41 main:574] : INFO : Epoch 1859 | loss: 0.0311211 | val_loss: 0.0311719 | Time: 9201.02 ms [2021-11-30 15:19:50 main:574] : INFO : Epoch 1860 | loss: 0.031123 | val_loss: 0.031181 | Time: 9191.33 ms [2021-11-30 15:19:59 main:574] : INFO : Epoch 1861 | loss: 0.0311212 | val_loss: 0.0311738 | Time: 9270.65 ms [2021-11-30 15:20:08 main:574] : INFO : Epoch 1862 | loss: 0.0311184 | val_loss: 0.0311708 | Time: 9257.36 ms [2021-11-30 15:20:18 main:574] : INFO : Epoch 1863 | loss: 0.0311233 | val_loss: 0.0311803 | Time: 9183.19 ms [2021-11-30 15:20:27 main:574] : INFO : Epoch 1864 | loss: 0.031125 | val_loss: 0.0311763 | Time: 9181.74 ms [2021-11-30 15:20:36 main:574] : INFO : Epoch 1865 | loss: 0.0311236 | val_loss: 0.0311791 | Time: 9187.86 ms [2021-11-30 15:20:45 main:574] : INFO : Epoch 1866 | loss: 0.0311233 | val_loss: 0.031186 | Time: 9243.21 ms [2021-11-30 15:20:55 main:574] : INFO : Epoch 1867 | loss: 0.0311276 | val_loss: 0.0311699 | Time: 9247.39 ms [2021-11-30 15:21:04 main:574] : INFO : Epoch 1868 | loss: 0.0311238 | val_loss: 0.0311708 | Time: 9254.77 ms [2021-11-30 15:21:13 main:574] : INFO : Epoch 1869 | loss: 0.0311254 | val_loss: 0.0311743 | Time: 9253.81 ms [2021-11-30 15:21:22 main:574] : INFO : Epoch 1870 | loss: 0.0311234 | val_loss: 0.0311668 | Time: 9266.39 ms [2021-11-30 15:21:32 main:574] : INFO : Epoch 1871 | loss: 0.0311194 | val_loss: 0.0311756 | Time: 9246.09 ms [2021-11-30 15:21:41 main:574] : INFO : Epoch 1872 | loss: 0.0311171 | val_loss: 0.0311729 | Time: 9134.18 ms [2021-11-30 15:21:50 main:574] : INFO : Epoch 1873 | loss: 0.0311168 | val_loss: 0.0311767 | Time: 9151.63 ms [2021-11-30 15:21:59 main:574] : INFO : Epoch 1874 | loss: 0.0311182 | val_loss: 0.0311747 | Time: 9175.69 ms [2021-11-30 15:22:08 main:574] : INFO : Epoch 1875 | loss: 0.03112 | val_loss: 0.0311749 | Time: 9138.36 ms [2021-11-30 15:22:18 main:574] : INFO : Epoch 1876 | loss: 0.0311289 | val_loss: 0.0311696 | Time: 9187.23 ms [2021-11-30 15:22:27 main:574] : INFO : Epoch 1877 | loss: 0.0311281 | val_loss: 0.0311762 | Time: 9191.92 ms [2021-11-30 15:22:36 main:574] : INFO : Epoch 1878 | loss: 0.0311255 | val_loss: 0.0311718 | Time: 9126.37 ms [2021-11-30 15:22:45 main:574] : INFO : Epoch 1879 | loss: 0.0311247 | val_loss: 0.0311701 | Time: 9124.66 ms [2021-11-30 15:22:54 main:574] : INFO : Epoch 1880 | loss: 0.0311233 | val_loss: 0.0311712 | Time: 9151.63 ms [2021-11-30 15:23:03 main:574] : INFO : Epoch 1881 | loss: 0.0311196 | val_loss: 0.0311708 | Time: 9196.76 ms [2021-11-30 15:23:12 main:574] : INFO : Epoch 1882 | loss: 0.0311195 | val_loss: 0.0311684 | Time: 9119.8 ms [2021-11-30 15:23:22 main:574] : INFO : Epoch 1883 | loss: 0.0311226 | val_loss: 0.0311739 | Time: 9138.71 ms [2021-11-30 15:23:31 main:574] : INFO : Epoch 1884 | loss: 0.0311244 | val_loss: 0.0311744 | Time: 9111.2 ms [2021-11-30 15:23:40 main:574] : INFO : Epoch 1885 | loss: 0.0311246 | val_loss: 0.031172 | Time: 9145.36 ms [2021-11-30 15:23:49 main:574] : INFO : Epoch 1886 | loss: 0.0311238 | val_loss: 0.0311826 | Time: 9139.34 ms [2021-11-30 15:23:58 main:574] : INFO : Epoch 1887 | loss: 0.0311219 | val_loss: 0.0311742 | Time: 9108.98 ms [2021-11-30 15:24:07 main:574] : INFO : Epoch 1888 | loss: 0.0311195 | val_loss: 0.0311744 | Time: 9167.39 ms [2021-11-30 15:24:17 main:574] : INFO : Epoch 1889 | loss: 0.0311227 | val_loss: 0.0311778 | Time: 9148.18 ms [2021-11-30 15:24:26 main:574] : INFO : Epoch 1890 | loss: 0.031122 | val_loss: 0.0311748 | Time: 9003.35 ms [2021-11-30 15:24:35 main:574] : INFO : Epoch 1891 | loss: 0.0311188 | val_loss: 0.0311759 | Time: 9139.11 ms [2021-11-30 15:24:44 main:574] : INFO : Epoch 1892 | loss: 0.0311202 | val_loss: 0.0311781 | Time: 9143.07 ms [2021-11-30 15:24:53 main:574] : INFO : Epoch 1893 | loss: 0.031122 | val_loss: 0.031177 | Time: 9111.41 ms [2021-11-30 15:25:02 main:574] : INFO : Epoch 1894 | loss: 0.0311209 | val_loss: 0.0311702 | Time: 9104.95 ms [2021-11-30 15:25:11 main:574] : INFO : Epoch 1895 | loss: 0.0311246 | val_loss: 0.0311756 | Time: 9057.08 ms [2021-11-30 15:25:20 main:574] : INFO : Epoch 1896 | loss: 0.0311434 | val_loss: 0.0311708 | Time: 9153.6 ms [2021-11-30 15:25:29 main:574] : INFO : Epoch 1897 | loss: 0.0311587 | val_loss: 0.0311659 | Time: 9120.79 ms [2021-11-30 15:25:39 main:574] : INFO : Epoch 1898 | loss: 0.0311523 | val_loss: 0.0311665 | Time: 9119.15 ms [2021-11-30 15:25:48 main:574] : INFO : Epoch 1899 | loss: 0.0311464 | val_loss: 0.0311715 | Time: 9142.63 ms [2021-11-30 15:25:57 main:574] : INFO : Epoch 1900 | loss: 0.0311423 | val_loss: 0.0311657 | Time: 9108.63 ms [2021-11-30 15:26:06 main:574] : INFO : Epoch 1901 | loss: 0.0311415 | val_loss: 0.0311694 | Time: 9145.11 ms [2021-11-30 15:26:15 main:574] : INFO : Epoch 1902 | loss: 0.0311407 | val_loss: 0.0311669 | Time: 9170.31 ms [2021-11-30 15:26:24 main:574] : INFO : Epoch 1903 | loss: 0.0311383 | val_loss: 0.0311655 | Time: 9247.38 ms [2021-11-30 15:26:34 main:574] : INFO : Epoch 1904 | loss: 0.0311341 | val_loss: 0.0311651 | Time: 9246.2 ms [2021-11-30 15:26:43 main:574] : INFO : Epoch 1905 | loss: 0.0311331 | val_loss: 0.0311664 | Time: 9197.24 ms [2021-11-30 15:26:52 main:574] : INFO : Epoch 1906 | loss: 0.0311354 | val_loss: 0.0311656 | Time: 9267.79 ms [2021-11-30 15:27:01 main:574] : INFO : Epoch 1907 | loss: 0.0311329 | val_loss: 0.0311637 | Time: 9219.96 ms [2021-11-30 15:27:11 main:574] : INFO : Epoch 1908 | loss: 0.0311378 | val_loss: 0.0311728 | Time: 9180.6 ms [2021-11-30 15:27:20 main:574] : INFO : Epoch 1909 | loss: 0.0311434 | val_loss: 0.0311611 | Time: 9201.26 ms [2021-11-30 15:27:29 main:574] : INFO : Epoch 1910 | loss: 0.0311422 | val_loss: 0.0311691 | Time: 9192.04 ms [2021-11-30 15:27:38 main:574] : INFO : Epoch 1911 | loss: 0.0311439 | val_loss: 0.03117 | Time: 9066.16 ms [2021-11-30 15:27:47 main:574] : INFO : Epoch 1912 | loss: 0.0311421 | val_loss: 0.0311597 | Time: 9141.8 ms [2021-11-30 15:27:56 main:574] : INFO : Epoch 1913 | loss: 0.0311348 | val_loss: 0.0311662 | Time: 9208.11 ms [2021-11-30 15:28:06 main:574] : INFO : Epoch 1914 | loss: 0.0311342 | val_loss: 0.0311633 | Time: 9061.06 ms [2021-11-30 15:28:15 main:574] : INFO : Epoch 1915 | loss: 0.0311443 | val_loss: 0.0311718 | Time: 9132.38 ms [2021-11-30 15:28:24 main:574] : INFO : Epoch 1916 | loss: 0.0311423 | val_loss: 0.0311624 | Time: 9059.09 ms [2021-11-30 15:28:33 main:574] : INFO : Epoch 1917 | loss: 0.0311389 | val_loss: 0.0311649 | Time: 9120.34 ms [2021-11-30 15:28:42 main:574] : INFO : Epoch 1918 | loss: 0.0311359 | val_loss: 0.0311639 | Time: 9126.16 ms [2021-11-30 15:28:51 main:574] : INFO : Epoch 1919 | loss: 0.0311355 | val_loss: 0.0311682 | Time: 9059.9 ms [2021-11-30 15:29:00 main:574] : INFO : Epoch 1920 | loss: 0.0311347 | val_loss: 0.0311704 | Time: 9050.14 ms [2021-11-30 15:29:09 main:574] : INFO : Epoch 1921 | loss: 0.0311307 | val_loss: 0.0311672 | Time: 9100.22 ms [2021-11-30 15:29:18 main:574] : INFO : Epoch 1922 | loss: 0.0311311 | val_loss: 0.031162 | Time: 9103.69 ms [2021-11-30 15:29:27 main:574] : INFO : Epoch 1923 | loss: 0.0311293 | val_loss: 0.0311639 | Time: 9057.55 ms [2021-11-30 15:29:37 main:574] : INFO : Epoch 1924 | loss: 0.0311278 | val_loss: 0.0311736 | Time: 9141.43 ms [2021-11-30 15:29:46 main:574] : INFO : Epoch 1925 | loss: 0.0311286 | val_loss: 0.0311607 | Time: 9039.84 ms [2021-11-30 15:29:55 main:574] : INFO : Epoch 1926 | loss: 0.0311273 | val_loss: 0.0311622 | Time: 9156.66 ms [2021-11-30 15:30:04 main:574] : INFO : Epoch 1927 | loss: 0.0311262 | val_loss: 0.0311636 | Time: 9190.01 ms [2021-11-30 15:30:13 main:574] : INFO : Epoch 1928 | loss: 0.0311238 | val_loss: 0.0311689 | Time: 9185.61 ms [2021-11-30 15:30:22 main:574] : INFO : Epoch 1929 | loss: 0.031125 | val_loss: 0.0311663 | Time: 9194.43 ms [2021-11-30 15:30:32 main:574] : INFO : Epoch 1930 | loss: 0.0311251 | val_loss: 0.0311674 | Time: 9202.16 ms [2021-11-30 15:30:41 main:574] : INFO : Epoch 1931 | loss: 0.0311264 | val_loss: 0.0311726 | Time: 9210.41 ms [2021-11-30 15:30:50 main:574] : INFO : Epoch 1932 | loss: 0.0311294 | val_loss: 0.0311708 | Time: 9182.92 ms [2021-11-30 15:30:59 main:574] : INFO : Epoch 1933 | loss: 0.031125 | val_loss: 0.0311659 | Time: 9226.93 ms [2021-11-30 15:31:09 main:574] : INFO : Epoch 1934 | loss: 0.0311269 | val_loss: 0.0311652 | Time: 9231.88 ms [2021-11-30 15:31:18 main:574] : INFO : Epoch 1935 | loss: 0.0311231 | val_loss: 0.0311752 | Time: 9277.83 ms [2021-11-30 15:31:27 main:574] : INFO : Epoch 1936 | loss: 0.0311218 | val_loss: 0.0311683 | Time: 9256.52 ms [2021-11-30 15:31:36 main:574] : INFO : Epoch 1937 | loss: 0.0311236 | val_loss: 0.031166 | Time: 9231.4 ms [2021-11-30 15:31:46 main:574] : INFO : Epoch 1938 | loss: 0.0311262 | val_loss: 0.0311722 | Time: 9251.33 ms [2021-11-30 15:31:55 main:574] : INFO : Epoch 1939 | loss: 0.0311272 | val_loss: 0.0311587 | Time: 9240.86 ms [2021-11-30 15:32:04 main:574] : INFO : Epoch 1940 | loss: 0.0311247 | val_loss: 0.0311647 | Time: 9251.44 ms [2021-11-30 15:32:13 main:574] : INFO : Epoch 1941 | loss: 0.0311225 | val_loss: 0.0311637 | Time: 9282.13 ms [2021-11-30 15:32:23 main:574] : INFO : Epoch 1942 | loss: 0.0311224 | val_loss: 0.0311676 | Time: 9188.01 ms [2021-11-30 15:32:32 main:574] : INFO : Epoch 1943 | loss: 0.0311227 | val_loss: 0.031172 | Time: 9194.84 ms [2021-11-30 15:32:41 main:574] : INFO : Epoch 1944 | loss: 0.0311224 | val_loss: 0.031161 | Time: 9222.04 ms [2021-11-30 15:32:50 main:574] : INFO : Epoch 1945 | loss: 0.0311215 | val_loss: 0.031171 | Time: 9241.93 ms [2021-11-30 15:33:00 main:574] : INFO : Epoch 1946 | loss: 0.0311223 | val_loss: 0.0311644 | Time: 9166.97 ms [2021-11-30 15:33:09 main:574] : INFO : Epoch 1947 | loss: 0.0311247 | val_loss: 0.0311645 | Time: 9225.28 ms [2021-11-30 15:33:18 main:574] : INFO : Epoch 1948 | loss: 0.0311307 | val_loss: 0.0311624 | Time: 9224.71 ms [2021-11-30 15:33:27 main:574] : INFO : Epoch 1949 | loss: 0.0311278 | val_loss: 0.0311641 | Time: 9232.89 ms [2021-11-30 15:33:37 main:574] : INFO : Epoch 1950 | loss: 0.0311289 | val_loss: 0.0311658 | Time: 9232.29 ms [2021-11-30 15:33:46 main:574] : INFO : Epoch 1951 | loss: 0.0311253 | val_loss: 0.0311604 | Time: 9263.12 ms [2021-11-30 15:33:55 main:574] : INFO : Epoch 1952 | loss: 0.0311261 | val_loss: 0.0311692 | Time: 9256.17 ms [2021-11-30 15:34:04 main:574] : INFO : Epoch 1953 | loss: 0.0311313 | val_loss: 0.0311606 | Time: 9251.98 ms [2021-11-30 15:34:14 main:574] : INFO : Epoch 1954 | loss: 0.0311268 | val_loss: 0.0311653 | Time: 9186.62 ms [2021-11-30 15:34:23 main:574] : INFO : Epoch 1955 | loss: 0.031133 | val_loss: 0.0311655 | Time: 9187.66 ms [2021-11-30 15:34:32 main:574] : INFO : Epoch 1956 | loss: 0.031131 | val_loss: 0.0311661 | Time: 9230.09 ms [2021-11-30 15:34:41 main:574] : INFO : Epoch 1957 | loss: 0.0311301 | val_loss: 0.0311571 | Time: 9262.07 ms [2021-11-30 15:34:51 main:574] : INFO : Epoch 1958 | loss: 0.0311258 | val_loss: 0.0311652 | Time: 9280.34 ms [2021-11-30 15:35:00 main:574] : INFO : Epoch 1959 | loss: 0.0311249 | val_loss: 0.0311678 | Time: 9189.8 ms [2021-11-30 15:35:09 main:574] : INFO : Epoch 1960 | loss: 0.0311259 | val_loss: 0.031169 | Time: 9249.55 ms [2021-11-30 15:35:18 main:574] : INFO : Epoch 1961 | loss: 0.0311229 | val_loss: 0.0311706 | Time: 9230.78 ms [2021-11-30 15:35:28 main:574] : INFO : Epoch 1962 | loss: 0.0311202 | val_loss: 0.031171 | Time: 9288.3 ms [2021-11-30 15:35:37 main:574] : INFO : Epoch 1963 | loss: 0.0311206 | val_loss: 0.0311707 | Time: 9178.9 ms [2021-11-30 15:35:46 main:574] : INFO : Epoch 1964 | loss: 0.0311189 | val_loss: 0.031174 | Time: 9233.34 ms [2021-11-30 15:35:55 main:574] : INFO : Epoch 1965 | loss: 0.031118 | val_loss: 0.0311719 | Time: 9235.87 ms [2021-11-30 15:36:04 main:574] : INFO : Epoch 1966 | loss: 0.0311255 | val_loss: 0.0311758 | Time: 9248.39 ms [2021-11-30 15:36:14 main:574] : INFO : Epoch 1967 | loss: 0.0311205 | val_loss: 0.0311699 | Time: 9282.34 ms [2021-11-30 15:36:23 main:574] : INFO : Epoch 1968 | loss: 0.03112 | val_loss: 0.0311722 | Time: 9230.43 ms [2021-11-30 15:36:32 main:574] : INFO : Epoch 1969 | loss: 0.0311202 | val_loss: 0.0311734 | Time: 9250.62 ms [2021-11-30 15:36:41 main:574] : INFO : Epoch 1970 | loss: 0.0311227 | val_loss: 0.0311677 | Time: 9170.31 ms [2021-11-30 15:36:51 main:574] : INFO : Epoch 1971 | loss: 0.0311212 | val_loss: 0.0311671 | Time: 9211.1 ms [2021-11-30 15:37:00 main:574] : INFO : Epoch 1972 | loss: 0.0311224 | val_loss: 0.0311666 | Time: 9151.82 ms [2021-11-30 15:37:09 main:574] : INFO : Epoch 1973 | loss: 0.0311186 | val_loss: 0.0311739 | Time: 9224.52 ms [2021-11-30 15:37:18 main:574] : INFO : Epoch 1974 | loss: 0.0311196 | val_loss: 0.0311665 | Time: 9232.07 ms [2021-11-30 15:37:28 main:574] : INFO : Epoch 1975 | loss: 0.0311223 | val_loss: 0.0311653 | Time: 9246 ms [2021-11-30 15:37:37 main:574] : INFO : Epoch 1976 | loss: 0.0311258 | val_loss: 0.0311698 | Time: 9254.78 ms [2021-11-30 15:37:46 main:574] : INFO : Epoch 1977 | loss: 0.0311242 | val_loss: 0.0311627 | Time: 9287.46 ms [2021-11-30 15:37:55 main:574] : INFO : Epoch 1978 | loss: 0.0311256 | val_loss: 0.0311676 | Time: 9221.16 ms [2021-11-30 15:38:05 main:574] : INFO : Epoch 1979 | loss: 0.0311401 | val_loss: 0.0311664 | Time: 9197.86 ms [2021-11-30 15:38:14 main:574] : INFO : Epoch 1980 | loss: 0.0311403 | val_loss: 0.0311725 | Time: 9228.76 ms [2021-11-30 15:38:23 main:574] : INFO : Epoch 1981 | loss: 0.031133 | val_loss: 0.0311668 | Time: 9233.38 ms [2021-11-30 15:38:32 main:574] : INFO : Epoch 1982 | loss: 0.0311304 | val_loss: 0.0311701 | Time: 9198.82 ms [2021-11-30 15:38:41 main:574] : INFO : Epoch 1983 | loss: 0.0311296 | val_loss: 0.0311654 | Time: 9179.07 ms [2021-11-30 15:38:51 main:574] : INFO : Epoch 1984 | loss: 0.0311307 | val_loss: 0.0311643 | Time: 9262.35 ms [2021-11-30 15:39:00 main:574] : INFO : Epoch 1985 | loss: 0.0311277 | val_loss: 0.0311641 | Time: 9274.78 ms [2021-11-30 15:39:09 main:574] : INFO : Epoch 1986 | loss: 0.0311255 | val_loss: 0.0311612 | Time: 9228.41 ms [2021-11-30 15:39:19 main:574] : INFO : Epoch 1987 | loss: 0.0311282 | val_loss: 0.0311738 | Time: 9301.1 ms [2021-11-30 15:39:28 main:574] : INFO : Epoch 1988 | loss: 0.031124 | val_loss: 0.0311676 | Time: 9277.19 ms [2021-11-30 15:39:37 main:574] : INFO : Epoch 1989 | loss: 0.0311202 | val_loss: 0.0311683 | Time: 9177.81 ms [2021-11-30 15:39:46 main:574] : INFO : Epoch 1990 | loss: 0.0311229 | val_loss: 0.0311717 | Time: 9318.51 ms [2021-11-30 15:39:56 main:574] : INFO : Epoch 1991 | loss: 0.0311225 | val_loss: 0.0311742 | Time: 9236.1 ms [2021-11-30 15:40:05 main:574] : INFO : Epoch 1992 | loss: 0.0311214 | val_loss: 0.0311727 | Time: 9339.21 ms [2021-11-30 15:40:14 main:574] : INFO : Epoch 1993 | loss: 0.0311191 | val_loss: 0.0311716 | Time: 9247.97 ms [2021-11-30 15:40:24 main:574] : INFO : Epoch 1994 | loss: 0.0311279 | val_loss: 0.0311676 | Time: 9266.78 ms [2021-11-30 15:40:33 main:574] : INFO : Epoch 1995 | loss: 0.0311258 | val_loss: 0.0311626 | Time: 9215.07 ms [2021-11-30 15:40:42 main:574] : INFO : Epoch 1996 | loss: 0.0311363 | val_loss: 0.031179 | Time: 9225.88 ms [2021-11-30 15:40:51 main:574] : INFO : Epoch 1997 | loss: 0.0311352 | val_loss: 0.0311693 | Time: 9246.86 ms [2021-11-30 15:41:01 main:574] : INFO : Epoch 1998 | loss: 0.0311342 | val_loss: 0.0311909 | Time: 9120.69 ms [2021-11-30 15:41:10 main:574] : INFO : Epoch 1999 | loss: 0.0311427 | val_loss: 0.0311722 | Time: 9110.15 ms [2021-11-30 15:41:19 main:574] : INFO : Epoch 2000 | loss: 0.0311328 | val_loss: 0.0311755 | Time: 9058.7 ms [2021-11-30 15:41:28 main:574] : INFO : Epoch 2001 | loss: 0.0311295 | val_loss: 0.0311752 | Time: 9086.61 ms [2021-11-30 15:41:37 main:574] : INFO : Epoch 2002 | loss: 0.0311283 | val_loss: 0.0311776 | Time: 9126.2 ms [2021-11-30 15:41:46 main:574] : INFO : Epoch 2003 | loss: 0.0311411 | val_loss: 0.0311708 | Time: 9077.01 ms [2021-11-30 15:41:55 main:574] : INFO : Epoch 2004 | loss: 0.031142 | val_loss: 0.0311678 | Time: 9108.22 ms [2021-11-30 15:42:04 main:574] : INFO : Epoch 2005 | loss: 0.0311379 | val_loss: 0.0311697 | Time: 9126.74 ms [2021-11-30 15:42:13 main:574] : INFO : Epoch 2006 | loss: 0.0311334 | val_loss: 0.0311725 | Time: 9086.56 ms [2021-11-30 15:42:23 main:574] : INFO : Epoch 2007 | loss: 0.0311323 | val_loss: 0.0311724 | Time: 9112.79 ms [2021-11-30 15:42:32 main:574] : INFO : Epoch 2008 | loss: 0.0311294 | val_loss: 0.0311689 | Time: 9045.83 ms [2021-11-30 15:42:41 main:574] : INFO : Epoch 2009 | loss: 0.0311275 | val_loss: 0.0311669 | Time: 9175.69 ms [2021-11-30 15:42:50 main:574] : INFO : Epoch 2010 | loss: 0.0311269 | val_loss: 0.031169 | Time: 9095.6 ms [2021-11-30 15:42:59 main:574] : INFO : Epoch 2011 | loss: 0.0311351 | val_loss: 0.0311696 | Time: 9070.59 ms [2021-11-30 15:43:08 main:574] : INFO : Epoch 2012 | loss: 0.0311356 | val_loss: 0.0311647 | Time: 9184.73 ms [2021-11-30 15:43:17 main:574] : INFO : Epoch 2013 | loss: 0.0311316 | val_loss: 0.0311684 | Time: 9258.58 ms [2021-11-30 15:43:27 main:574] : INFO : Epoch 2014 | loss: 0.0311309 | val_loss: 0.031167 | Time: 9232.62 ms [2021-11-30 15:43:36 main:574] : INFO : Epoch 2015 | loss: 0.0311256 | val_loss: 0.031162 | Time: 9228.67 ms [2021-11-30 15:43:45 main:574] : INFO : Epoch 2016 | loss: 0.0311253 | val_loss: 0.0311666 | Time: 9225.81 ms [2021-11-30 15:43:54 main:574] : INFO : Epoch 2017 | loss: 0.0311278 | val_loss: 0.0311628 | Time: 9274.45 ms [2021-11-30 15:44:04 main:574] : INFO : Epoch 2018 | loss: 0.0311229 | val_loss: 0.0311674 | Time: 9210.79 ms [2021-11-30 15:44:13 main:574] : INFO : Epoch 2019 | loss: 0.0311242 | val_loss: 0.0311633 | Time: 9254.55 ms [2021-11-30 15:44:22 main:574] : INFO : Epoch 2020 | loss: 0.0311237 | val_loss: 0.0311649 | Time: 9236.32 ms [2021-11-30 15:44:31 main:574] : INFO : Epoch 2021 | loss: 0.0311235 | val_loss: 0.0311637 | Time: 9250.14 ms [2021-11-30 15:44:41 main:574] : INFO : Epoch 2022 | loss: 0.0311222 | val_loss: 0.0311744 | Time: 9225.74 ms [2021-11-30 15:44:50 main:574] : INFO : Epoch 2023 | loss: 0.0311209 | val_loss: 0.0311767 | Time: 9209.52 ms [2021-11-30 15:44:59 main:574] : INFO : Epoch 2024 | loss: 0.0311206 | val_loss: 0.0311743 | Time: 9229.29 ms [2021-11-30 15:45:08 main:574] : INFO : Epoch 2025 | loss: 0.0311218 | val_loss: 0.0311719 | Time: 9257.43 ms [2021-11-30 15:45:18 main:574] : INFO : Epoch 2026 | loss: 0.0311294 | val_loss: 0.0311691 | Time: 9199.98 ms [2021-11-30 15:45:27 main:574] : INFO : Epoch 2027 | loss: 0.0311287 | val_loss: 0.0311709 | Time: 9250.33 ms [2021-11-30 15:45:36 main:574] : INFO : Epoch 2028 | loss: 0.0311246 | val_loss: 0.0311652 | Time: 9230.86 ms [2021-11-30 15:45:45 main:574] : INFO : Epoch 2029 | loss: 0.0311301 | val_loss: 0.0311698 | Time: 9215.48 ms [2021-11-30 15:45:55 main:574] : INFO : Epoch 2030 | loss: 0.0311351 | val_loss: 0.0311673 | Time: 9239.84 ms [2021-11-30 15:46:04 main:574] : INFO : Epoch 2031 | loss: 0.0311307 | val_loss: 0.0311667 | Time: 9243.85 ms [2021-11-30 15:46:13 main:574] : INFO : Epoch 2032 | loss: 0.031125 | val_loss: 0.031165 | Time: 9252.8 ms [2021-11-30 15:46:22 main:574] : INFO : Epoch 2033 | loss: 0.031124 | val_loss: 0.0311665 | Time: 9259.43 ms [2021-11-30 15:46:32 main:574] : INFO : Epoch 2034 | loss: 0.0311236 | val_loss: 0.0311694 | Time: 9231.28 ms [2021-11-30 15:46:41 main:574] : INFO : Epoch 2035 | loss: 0.0311236 | val_loss: 0.0311647 | Time: 9161.47 ms [2021-11-30 15:46:50 main:574] : INFO : Epoch 2036 | loss: 0.0311322 | val_loss: 0.0311676 | Time: 9085.53 ms [2021-11-30 15:46:59 main:574] : INFO : Epoch 2037 | loss: 0.0311286 | val_loss: 0.0311747 | Time: 9147.86 ms [2021-11-30 15:47:08 main:574] : INFO : Epoch 2038 | loss: 0.0311251 | val_loss: 0.0311671 | Time: 9085.83 ms [2021-11-30 15:47:17 main:574] : INFO : Epoch 2039 | loss: 0.0311248 | val_loss: 0.0311746 | Time: 9124.64 ms [2021-11-30 15:47:27 main:574] : INFO : Epoch 2040 | loss: 0.0311273 | val_loss: 0.0311746 | Time: 9462.61 ms [2021-11-30 15:47:31 main:574] : INFO : Epoch 2041 | loss: 0.0311241 | val_loss: 0.0311642 | Time: 4063.96 ms [2021-11-30 15:47:40 main:574] : INFO : Epoch 2042 | loss: 0.0311233 | val_loss: 0.0311695 | Time: 9201.73 ms [2021-11-30 15:47:49 main:574] : INFO : Epoch 2043 | loss: 0.0311262 | val_loss: 0.0311688 | Time: 9114.71 ms [2021-11-30 15:47:58 main:574] : INFO : Epoch 2044 | loss: 0.0311251 | val_loss: 0.0311673 | Time: 9054 ms [2021-11-30 15:48:07 main:574] : INFO : Epoch 2045 | loss: 0.0311249 | val_loss: 0.0311743 | Time: 9004.18 ms [2021-11-30 15:48:16 main:574] : INFO : Epoch 2046 | loss: 0.0311189 | val_loss: 0.0311734 | Time: 9080.8 ms [2021-11-30 15:48:26 main:574] : INFO : Epoch 2047 | loss: 0.0311188 | val_loss: 0.0311675 | Time: 9113.81 ms [2021-11-30 15:48:35 main:574] : INFO : Epoch 2048 | loss: 0.031119 | val_loss: 0.0311689 | Time: 9172.56 ms [2021-11-30 15:48:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311689 [2021-11-30 15:48:35 main:603] : INFO : Saving end state to config to file [2021-11-30 15:48:35 main:608] : INFO : Success, exiting.. 15:48:35 (17076): 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)