Task 14597271
| Name | ParityModified-1647046254-23513-3-0_0 |
| Workunit | 11618420 |
| Created | 11 Apr 2022, 14:00:19 UTC |
| Sent | 11 Apr 2022, 14:00:42 UTC |
| Report deadline | 19 Apr 2022, 14:00:42 UTC |
| Received | 11 Apr 2022, 18:05:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14482 |
| Run time | 56 min 32 sec |
| CPU time | 56 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,471.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 11 19:50:50 main:581] : INFO : Epoch 1538 | loss: 0.0310281 | val_loss: 0.031086 | Time: 1618.45 ms [2022-04-11 19:50:52 main:581] : INFO : Epoch 1539 | loss: 0.0310307 | val_loss: 0.0310721 | Time: 1619.65 ms [2022-04-11 19:50:53 main:581] : INFO : Epoch 1540 | loss: 0.031027 | val_loss: 0.0310686 | Time: 1619.53 ms [2022-04-11 19:50:55 main:581] : INFO : Epoch 1541 | loss: 0.0310279 | val_loss: 0.0310671 | Time: 1626.15 ms [2022-04-11 19:50:57 main:581] : INFO : Epoch 1542 | loss: 0.0310313 | val_loss: 0.0310663 | Time: 1623.79 ms [2022-04-11 19:50:58 main:581] : INFO : Epoch 1543 | loss: 0.0310311 | val_loss: 0.0310679 | Time: 1622.3 ms [2022-04-11 19:51:00 main:581] : INFO : Epoch 1544 | loss: 0.0310305 | val_loss: 0.0310652 | Time: 1619.83 ms [2022-04-11 19:51:02 main:581] : INFO : Epoch 1545 | loss: 0.0310288 | val_loss: 0.0310658 | Time: 1883.04 ms [2022-04-11 19:51:03 main:581] : INFO : Epoch 1546 | loss: 0.0310265 | val_loss: 0.0310681 | Time: 1615.49 ms [2022-04-11 19:51:05 main:581] : INFO : Epoch 1547 | loss: 0.0310242 | val_loss: 0.0310695 | Time: 1624.95 ms [2022-04-11 19:51:07 main:581] : INFO : Epoch 1548 | loss: 0.031025 | val_loss: 0.0310633 | Time: 1618.85 ms [2022-04-11 19:51:09 main:581] : INFO : Epoch 1549 | loss: 0.0310236 | val_loss: 0.0310688 | Time: 1979.73 ms [2022-04-11 19:51:10 main:581] : INFO : Epoch 1550 | loss: 0.0310245 | val_loss: 0.0310703 | Time: 1615.95 ms [2022-04-11 19:51:12 main:581] : INFO : Epoch 1551 | loss: 0.0310248 | val_loss: 0.0310734 | Time: 1622.65 ms [2022-04-11 19:51:14 main:581] : INFO : Epoch 1552 | loss: 0.0310254 | val_loss: 0.0310704 | Time: 1624.71 ms [2022-04-11 19:51:15 main:581] : INFO : Epoch 1553 | loss: 0.0310242 | val_loss: 0.0310703 | Time: 1614.75 ms [2022-04-11 19:51:17 main:581] : INFO : Epoch 1554 | loss: 0.0310249 | val_loss: 0.0310754 | Time: 1614.58 ms [2022-04-11 19:51:18 main:581] : INFO : Epoch 1555 | loss: 0.0310302 | val_loss: 0.0310728 | Time: 1614.66 ms [2022-04-11 19:51:20 main:581] : INFO : Epoch 1556 | loss: 0.0310328 | val_loss: 0.0310731 | Time: 1619.3 ms [2022-04-11 19:51:22 main:581] : INFO : Epoch 1557 | loss: 0.0310298 | val_loss: 0.0310725 | Time: 1612.49 ms [2022-04-11 19:51:23 main:581] : INFO : Epoch 1558 | loss: 0.0310606 | val_loss: 0.0310974 | Time: 1619.24 ms [2022-04-11 19:51:25 main:581] : INFO : Epoch 1559 | loss: 0.0310815 | val_loss: 0.0310876 | Time: 1616.5 ms [2022-04-11 19:51:26 main:581] : INFO : Epoch 1560 | loss: 0.0310719 | val_loss: 0.031091 | Time: 1613.6 ms [2022-04-11 19:51:28 main:581] : INFO : Epoch 1561 | loss: 0.0310678 | val_loss: 0.0310822 | Time: 1618.26 ms [2022-04-11 19:51:30 main:581] : INFO : Epoch 1562 | loss: 0.0310569 | val_loss: 0.0310739 | Time: 1616.24 ms [2022-04-11 19:51:31 main:581] : INFO : Epoch 1563 | loss: 0.0310531 | val_loss: 0.0310804 | Time: 1609.23 ms [2022-04-11 19:51:33 main:581] : INFO : Epoch 1564 | loss: 0.0310525 | val_loss: 0.0310694 | Time: 1620.52 ms [2022-04-11 19:51:35 main:581] : INFO : Epoch 1565 | loss: 0.0310454 | val_loss: 0.0310647 | Time: 1962.62 ms [2022-04-11 19:51:37 main:581] : INFO : Epoch 1566 | loss: 0.0310444 | val_loss: 0.03107 | Time: 1668.01 ms [2022-04-11 19:51:38 main:581] : INFO : Epoch 1567 | loss: 0.0310439 | val_loss: 0.0310698 | Time: 1619.22 ms [2022-04-11 19:51:40 main:581] : INFO : Epoch 1568 | loss: 0.0310465 | val_loss: 0.0310708 | Time: 1621.49 ms [2022-04-11 19:51:42 main:581] : INFO : Epoch 1569 | loss: 0.0310437 | val_loss: 0.03107 | Time: 2155 ms [2022-04-11 19:51:44 main:581] : INFO : Epoch 1570 | loss: 0.0310428 | val_loss: 0.0310729 | Time: 1619.06 ms [2022-04-11 19:51:45 main:581] : INFO : Epoch 1571 | loss: 0.0310431 | val_loss: 0.0310688 | Time: 1618.75 ms [2022-04-11 19:51:47 main:581] : INFO : Epoch 1572 | loss: 0.0310378 | val_loss: 0.0310686 | Time: 1692.73 ms [2022-04-11 19:51:49 main:581] : INFO : Epoch 1573 | loss: 0.0310376 | val_loss: 0.0310652 | Time: 1614.21 ms [2022-04-11 19:51:50 main:581] : INFO : Epoch 1574 | loss: 0.0310429 | val_loss: 0.0310753 | Time: 1615.4 ms [2022-04-11 19:51:52 main:581] : INFO : Epoch 1575 | loss: 0.0310433 | val_loss: 0.0310733 | Time: 1613.92 ms [2022-04-11 19:51:53 main:581] : INFO : Epoch 1576 | loss: 0.0310416 | val_loss: 0.0310767 | Time: 1624.32 ms [2022-04-11 19:51:55 main:581] : INFO : Epoch 1577 | loss: 0.0310418 | val_loss: 0.0310695 | Time: 1615.3 ms [2022-04-11 19:51:57 main:581] : INFO : Epoch 1578 | loss: 0.031037 | val_loss: 0.0310627 | Time: 1613.71 ms [2022-04-11 19:51:58 main:581] : INFO : Epoch 1579 | loss: 0.0310343 | val_loss: 0.0310644 | Time: 1621.04 ms [2022-04-11 19:52:00 main:581] : INFO : Epoch 1580 | loss: 0.0310341 | val_loss: 0.0310642 | Time: 1617.09 ms [2022-04-11 19:52:01 main:581] : INFO : Epoch 1581 | loss: 0.0310342 | val_loss: 0.0310649 | Time: 1613.7 ms [2022-04-11 19:52:03 main:581] : INFO : Epoch 1582 | loss: 0.0310349 | val_loss: 0.0310618 | Time: 1614.13 ms [2022-04-11 19:52:05 main:581] : INFO : Epoch 1583 | loss: 0.0310362 | val_loss: 0.031065 | Time: 1621.2 ms [2022-04-11 19:52:06 main:581] : INFO : Epoch 1584 | loss: 0.0310343 | val_loss: 0.0310664 | Time: 1620.29 ms [2022-04-11 19:52:08 main:581] : INFO : Epoch 1585 | loss: 0.0310373 | val_loss: 0.0310706 | Time: 1630.89 ms [2022-04-11 19:52:10 main:581] : INFO : Epoch 1586 | loss: 0.0310347 | val_loss: 0.0310629 | Time: 1623.51 ms [2022-04-11 19:52:11 main:581] : INFO : Epoch 1587 | loss: 0.0310328 | val_loss: 0.0310634 | Time: 1618.41 ms [2022-04-11 19:52:13 main:581] : INFO : Epoch 1588 | loss: 0.031037 | val_loss: 0.0310665 | Time: 1610.06 ms [2022-04-11 19:52:14 main:581] : INFO : Epoch 1589 | loss: 0.0310405 | val_loss: 0.0310647 | Time: 1619.47 ms [2022-04-11 19:52:16 main:581] : INFO : Epoch 1590 | loss: 0.0310378 | val_loss: 0.0310639 | Time: 1614.01 ms [2022-04-11 19:52:18 main:581] : INFO : Epoch 1591 | loss: 0.0310414 | val_loss: 0.0310821 | Time: 1614.56 ms [2022-04-11 19:52:19 main:581] : INFO : Epoch 1592 | loss: 0.031049 | val_loss: 0.0310661 | Time: 1617.3 ms [2022-04-11 19:52:21 main:581] : INFO : Epoch 1593 | loss: 0.0310406 | val_loss: 0.0310694 | Time: 1614.84 ms [2022-04-11 19:52:23 main:581] : INFO : Epoch 1594 | loss: 0.0310386 | val_loss: 0.0310659 | Time: 1609.72 ms [2022-04-11 19:52:24 main:581] : INFO : Epoch 1595 | loss: 0.0310354 | val_loss: 0.0310731 | Time: 1613.17 ms [2022-04-11 19:52:26 main:581] : INFO : Epoch 1596 | loss: 0.0310359 | val_loss: 0.0310743 | Time: 1662 ms [2022-04-11 19:52:27 main:581] : INFO : Epoch 1597 | loss: 0.0310373 | val_loss: 0.0310705 | Time: 1615.83 ms [2022-04-11 19:52:29 main:581] : INFO : Epoch 1598 | loss: 0.031035 | val_loss: 0.0310661 | Time: 1615.16 ms [2022-04-11 19:52:31 main:581] : INFO : Epoch 1599 | loss: 0.0310376 | val_loss: 0.0310653 | Time: 2010.8 ms [2022-04-11 19:52:33 main:581] : INFO : Epoch 1600 | loss: 0.0310379 | val_loss: 0.0310701 | Time: 1615.82 ms [2022-04-11 19:52:34 main:581] : INFO : Epoch 1601 | loss: 0.0310375 | val_loss: 0.0310643 | Time: 1614.5 ms [2022-04-11 19:52:36 main:581] : INFO : Epoch 1602 | loss: 0.0310295 | val_loss: 0.0310617 | Time: 1614.78 ms [2022-04-11 19:52:37 main:581] : INFO : Epoch 1603 | loss: 0.03103 | val_loss: 0.0310595 | Time: 1618.66 ms [2022-04-11 19:52:39 main:581] : INFO : Epoch 1604 | loss: 0.0310301 | val_loss: 0.0310627 | Time: 1613.48 ms [2022-04-11 19:52:41 main:581] : INFO : Epoch 1605 | loss: 0.0310321 | val_loss: 0.0310639 | Time: 1616.78 ms [2022-04-11 19:52:42 main:581] : INFO : Epoch 1606 | loss: 0.0310307 | val_loss: 0.0310617 | Time: 1616.29 ms [2022-04-11 19:52:44 main:581] : INFO : Epoch 1607 | loss: 0.0310314 | val_loss: 0.0310672 | Time: 1612.91 ms [2022-04-11 19:52:46 main:581] : INFO : Epoch 1608 | loss: 0.031032 | val_loss: 0.0310624 | Time: 1994 ms [2022-04-11 19:52:48 main:581] : INFO : Epoch 1609 | loss: 0.03104 | val_loss: 0.0310702 | Time: 1613.84 ms [2022-04-11 19:52:49 main:581] : INFO : Epoch 1610 | loss: 0.0310366 | val_loss: 0.0310544 | Time: 1613.36 ms [2022-04-11 19:52:51 main:581] : INFO : Epoch 1611 | loss: 0.0310348 | val_loss: 0.031057 | Time: 1616.93 ms [2022-04-11 19:52:52 main:581] : INFO : Epoch 1612 | loss: 0.0310298 | val_loss: 0.0310513 | Time: 1619.49 ms [2022-04-11 19:52:54 main:581] : INFO : Epoch 1613 | loss: 0.031028 | val_loss: 0.0310563 | Time: 1622.6 ms [2022-04-11 19:52:56 main:581] : INFO : Epoch 1614 | loss: 0.0310303 | val_loss: 0.0310671 | Time: 1617.39 ms [2022-04-11 19:52:57 main:581] : INFO : Epoch 1615 | loss: 0.0310326 | val_loss: 0.0310639 | Time: 1618.83 ms [2022-04-11 19:52:59 main:581] : INFO : Epoch 1616 | loss: 0.0310315 | val_loss: 0.031059 | Time: 1630.44 ms [2022-04-11 19:53:01 main:581] : INFO : Epoch 1617 | loss: 0.0310306 | val_loss: 0.0310714 | Time: 1654.52 ms [2022-04-11 19:53:02 main:581] : INFO : Epoch 1618 | loss: 0.0310382 | val_loss: 0.0310637 | Time: 1685.6 ms [2022-04-11 19:53:04 main:581] : INFO : Epoch 1619 | loss: 0.0310355 | val_loss: 0.0310657 | Time: 1636.69 ms [2022-04-11 19:53:06 main:581] : INFO : Epoch 1620 | loss: 0.0310338 | val_loss: 0.0310621 | Time: 1658.31 ms [2022-04-11 19:53:07 main:581] : INFO : Epoch 1621 | loss: 0.0310331 | val_loss: 0.0310571 | Time: 1694.1 ms [2022-04-11 19:53:09 main:581] : INFO : Epoch 1622 | loss: 0.0310308 | val_loss: 0.0310589 | Time: 1714.86 ms [2022-04-11 19:53:11 main:581] : INFO : Epoch 1623 | loss: 0.031031 | val_loss: 0.0310606 | Time: 1782.31 ms [2022-04-11 19:53:12 main:581] : INFO : Epoch 1624 | loss: 0.0310328 | val_loss: 0.0310589 | Time: 1621.33 ms [2022-04-11 19:53:14 main:581] : INFO : Epoch 1625 | loss: 0.031033 | val_loss: 0.0310558 | Time: 1626.83 ms [2022-04-11 19:53:16 main:581] : INFO : Epoch 1626 | loss: 0.0310291 | val_loss: 0.0310568 | Time: 1624.58 ms [2022-04-11 19:53:17 main:581] : INFO : Epoch 1627 | loss: 0.0310294 | val_loss: 0.0310667 | Time: 1627.21 ms [2022-04-11 19:53:19 main:581] : INFO : Epoch 1628 | loss: 0.0310339 | val_loss: 0.0310552 | Time: 1625.09 ms [2022-04-11 19:53:20 main:581] : INFO : Epoch 1629 | loss: 0.031029 | val_loss: 0.0310566 | Time: 1622.45 ms [2022-04-11 19:53:22 main:581] : INFO : Epoch 1630 | loss: 0.0310277 | val_loss: 0.0310606 | Time: 1627.77 ms [2022-04-11 19:53:24 main:581] : INFO : Epoch 1631 | loss: 0.0310282 | val_loss: 0.0310624 | Time: 1627.27 ms [2022-04-11 19:53:25 main:581] : INFO : Epoch 1632 | loss: 0.0310295 | val_loss: 0.031061 | Time: 1627.65 ms [2022-04-11 19:53:27 main:581] : INFO : Epoch 1633 | loss: 0.0310273 | val_loss: 0.0310567 | Time: 1627.42 ms [2022-04-11 19:53:29 main:581] : INFO : Epoch 1634 | loss: 0.0310287 | val_loss: 0.031064 | Time: 1624.6 ms [2022-04-11 19:53:30 main:581] : INFO : Epoch 1635 | loss: 0.0310305 | val_loss: 0.0310639 | Time: 1624.95 ms [2022-04-11 19:53:32 main:581] : INFO : Epoch 1636 | loss: 0.0310271 | val_loss: 0.0310536 | Time: 1622.98 ms [2022-04-11 19:53:33 main:581] : INFO : Epoch 1637 | loss: 0.0310287 | val_loss: 0.0310631 | Time: 1623.73 ms [2022-04-11 19:53:35 main:581] : INFO : Epoch 1638 | loss: 0.0310309 | val_loss: 0.0310568 | Time: 1624.9 ms [2022-04-11 19:53:37 main:581] : INFO : Epoch 1639 | loss: 0.0310337 | val_loss: 0.0310574 | Time: 1628.61 ms [2022-04-11 19:53:38 main:581] : INFO : Epoch 1640 | loss: 0.0310348 | val_loss: 0.0310594 | Time: 1623.83 ms [2022-04-11 19:53:40 main:581] : INFO : Epoch 1641 | loss: 0.0310306 | val_loss: 0.0310598 | Time: 1624.38 ms [2022-04-11 19:53:42 main:581] : INFO : Epoch 1642 | loss: 0.0310291 | val_loss: 0.0310594 | Time: 1621.85 ms [2022-04-11 19:53:43 main:581] : INFO : Epoch 1643 | loss: 0.0310307 | val_loss: 0.0310555 | Time: 1622.16 ms [2022-04-11 19:53:45 main:581] : INFO : Epoch 1644 | loss: 0.0310336 | val_loss: 0.0310574 | Time: 1624.26 ms [2022-04-11 19:53:46 main:581] : INFO : Epoch 1645 | loss: 0.0310325 | val_loss: 0.0310513 | Time: 1623.2 ms [2022-04-11 19:53:48 main:581] : INFO : Epoch 1646 | loss: 0.0310308 | val_loss: 0.0310556 | Time: 1623.41 ms [2022-04-11 19:53:50 main:581] : INFO : Epoch 1647 | loss: 0.0310338 | val_loss: 0.0310562 | Time: 1623.58 ms [2022-04-11 19:53:51 main:581] : INFO : Epoch 1648 | loss: 0.0310312 | val_loss: 0.0310616 | Time: 1622.45 ms [2022-04-11 19:53:53 main:581] : INFO : Epoch 1649 | loss: 0.0310311 | val_loss: 0.031063 | Time: 1621.88 ms [2022-04-11 19:53:55 main:581] : INFO : Epoch 1650 | loss: 0.0310267 | val_loss: 0.0310537 | Time: 1622.98 ms [2022-04-11 19:53:56 main:581] : INFO : Epoch 1651 | loss: 0.0310259 | val_loss: 0.0310529 | Time: 1622.68 ms [2022-04-11 19:53:58 main:581] : INFO : Epoch 1652 | loss: 0.0310297 | val_loss: 0.0310513 | Time: 1625.44 ms [2022-04-11 19:53:59 main:581] : INFO : Epoch 1653 | loss: 0.0310241 | val_loss: 0.03105 | Time: 1629.65 ms [2022-04-11 19:54:01 main:581] : INFO : Epoch 1654 | loss: 0.0310251 | val_loss: 0.0310483 | Time: 1621.66 ms [2022-04-11 19:54:03 main:581] : INFO : Epoch 1655 | loss: 0.0310305 | val_loss: 0.0310558 | Time: 1619.77 ms [2022-04-11 19:54:04 main:581] : INFO : Epoch 1656 | loss: 0.0310327 | val_loss: 0.0310605 | Time: 1621.44 ms [2022-04-11 19:54:06 main:581] : INFO : Epoch 1657 | loss: 0.0310345 | val_loss: 0.0310583 | Time: 1620.59 ms [2022-04-11 19:54:08 main:581] : INFO : Epoch 1658 | loss: 0.0310291 | val_loss: 0.031057 | Time: 1617.48 ms [2022-04-11 19:54:09 main:581] : INFO : Epoch 1659 | loss: 0.0310264 | val_loss: 0.0310586 | Time: 1626.68 ms [2022-04-11 19:54:11 main:581] : INFO : Epoch 1660 | loss: 0.0310245 | val_loss: 0.0310626 | Time: 1620.04 ms [2022-04-11 19:54:12 main:581] : INFO : Epoch 1661 | loss: 0.0310242 | val_loss: 0.0310557 | Time: 1616.53 ms [2022-04-11 19:54:14 main:581] : INFO : Epoch 1662 | loss: 0.0310252 | val_loss: 0.0310606 | Time: 1622.06 ms [2022-04-11 19:54:16 main:581] : INFO : Epoch 1663 | loss: 0.0310264 | val_loss: 0.0310534 | Time: 1624.63 ms [2022-04-11 19:54:17 main:581] : INFO : Epoch 1664 | loss: 0.0310238 | val_loss: 0.0310501 | Time: 1695.74 ms [2022-04-11 19:54:19 main:581] : INFO : Epoch 1665 | loss: 0.0310273 | val_loss: 0.0310525 | Time: 1626.24 ms [2022-04-11 19:54:21 main:581] : INFO : Epoch 1666 | loss: 0.0310282 | val_loss: 0.0310549 | Time: 1626.92 ms [2022-04-11 19:54:22 main:581] : INFO : Epoch 1667 | loss: 0.0310248 | val_loss: 0.0310521 | Time: 1626.01 ms [2022-04-11 19:54:24 main:581] : INFO : Epoch 1668 | loss: 0.0310258 | val_loss: 0.0310482 | Time: 1622.29 ms [2022-04-11 19:54:26 main:581] : INFO : Epoch 1669 | loss: 0.0310257 | val_loss: 0.031053 | Time: 1621.48 ms [2022-04-11 19:54:27 main:581] : INFO : Epoch 1670 | loss: 0.0310254 | val_loss: 0.031058 | Time: 1643.02 ms [2022-04-11 19:54:29 main:581] : INFO : Epoch 1671 | loss: 0.0310243 | val_loss: 0.0310538 | Time: 1629.01 ms [2022-04-11 19:54:30 main:581] : INFO : Epoch 1672 | loss: 0.0310235 | val_loss: 0.0310553 | Time: 1627.73 ms [2022-04-11 19:54:32 main:581] : INFO : Epoch 1673 | loss: 0.0310204 | val_loss: 0.031053 | Time: 1634.09 ms [2022-04-11 19:54:34 main:581] : INFO : Epoch 1674 | loss: 0.0310198 | val_loss: 0.0310576 | Time: 1630.35 ms [2022-04-11 19:54:35 main:581] : INFO : Epoch 1675 | loss: 0.0310211 | val_loss: 0.0310515 | Time: 1628.12 ms [2022-04-11 19:54:37 main:581] : INFO : Epoch 1676 | loss: 0.0310215 | val_loss: 0.0310618 | Time: 1625.84 ms [2022-04-11 19:54:39 main:581] : INFO : Epoch 1677 | loss: 0.0310219 | val_loss: 0.0310477 | Time: 1626.2 ms [2022-04-11 19:54:40 main:581] : INFO : Epoch 1678 | loss: 0.031022 | val_loss: 0.0310514 | Time: 1627.65 ms [2022-04-11 19:54:42 main:581] : INFO : Epoch 1679 | loss: 0.0310217 | val_loss: 0.0310581 | Time: 1627.93 ms [2022-04-11 19:54:43 main:581] : INFO : Epoch 1680 | loss: 0.0310255 | val_loss: 0.03105 | Time: 1630.44 ms [2022-04-11 19:54:45 main:581] : INFO : Epoch 1681 | loss: 0.0310463 | val_loss: 0.0310781 | Time: 1630.67 ms [2022-04-11 19:54:47 main:581] : INFO : Epoch 1682 | loss: 0.0310446 | val_loss: 0.0310587 | Time: 1626.8 ms [2022-04-11 19:54:48 main:581] : INFO : Epoch 1683 | loss: 0.0310437 | val_loss: 0.0310576 | Time: 1626.42 ms [2022-04-11 19:54:50 main:581] : INFO : Epoch 1684 | loss: 0.0310418 | val_loss: 0.0310577 | Time: 1623.23 ms [2022-04-11 19:54:52 main:581] : INFO : Epoch 1685 | loss: 0.0310397 | val_loss: 0.0310576 | Time: 1629.22 ms [2022-04-11 19:54:53 main:581] : INFO : Epoch 1686 | loss: 0.0310347 | val_loss: 0.0310545 | Time: 1630.46 ms [2022-04-11 19:54:55 main:581] : INFO : Epoch 1687 | loss: 0.0310363 | val_loss: 0.0310627 | Time: 1623.87 ms [2022-04-11 19:54:56 main:581] : INFO : Epoch 1688 | loss: 0.0310307 | val_loss: 0.0310559 | Time: 1624.38 ms [2022-04-11 19:54:58 main:581] : INFO : Epoch 1689 | loss: 0.0310273 | val_loss: 0.0310538 | Time: 1626.68 ms [2022-04-11 19:55:00 main:581] : INFO : Epoch 1690 | loss: 0.0310272 | val_loss: 0.0310631 | Time: 1620.79 ms [2022-04-11 19:55:01 main:581] : INFO : Epoch 1691 | loss: 0.0310268 | val_loss: 0.031058 | Time: 1620.74 ms [2022-04-11 19:55:03 main:581] : INFO : Epoch 1692 | loss: 0.0310264 | val_loss: 0.0310571 | Time: 1626.46 ms [2022-04-11 19:55:05 main:581] : INFO : Epoch 1693 | loss: 0.0310248 | val_loss: 0.0310486 | Time: 1623.53 ms [2022-04-11 19:55:06 main:581] : INFO : Epoch 1694 | loss: 0.0310227 | val_loss: 0.0310464 | Time: 1728.93 ms [2022-04-11 19:55:08 main:581] : INFO : Epoch 1695 | loss: 0.0310245 | val_loss: 0.0310526 | Time: 1959.88 ms [2022-04-11 19:55:10 main:581] : INFO : Epoch 1696 | loss: 0.0310311 | val_loss: 0.0310607 | Time: 1622.56 ms [2022-04-11 19:55:12 main:581] : INFO : Epoch 1697 | loss: 0.0310364 | val_loss: 0.0310625 | Time: 1710.7 ms [2022-04-11 19:55:13 main:581] : INFO : Epoch 1698 | loss: 0.0310312 | val_loss: 0.0310549 | Time: 1714.71 ms [2022-04-11 19:55:15 main:581] : INFO : Epoch 1699 | loss: 0.0310279 | val_loss: 0.0310603 | Time: 1632.58 ms [2022-04-11 19:55:17 main:581] : INFO : Epoch 1700 | loss: 0.031031 | val_loss: 0.0310533 | Time: 1635.28 ms [2022-04-11 19:55:19 main:581] : INFO : Epoch 1701 | loss: 0.0310317 | val_loss: 0.0310498 | Time: 2060.6 ms [2022-04-11 19:55:20 main:581] : INFO : Epoch 1702 | loss: 0.0310264 | val_loss: 0.0310493 | Time: 1636.1 ms [2022-04-11 19:55:22 main:581] : INFO : Epoch 1703 | loss: 0.0310282 | val_loss: 0.0310567 | Time: 1633.66 ms [2022-04-11 19:55:24 main:581] : INFO : Epoch 1704 | loss: 0.0310261 | val_loss: 0.0310474 | Time: 1635.59 ms [2022-04-11 19:55:25 main:581] : INFO : Epoch 1705 | loss: 0.0310247 | val_loss: 0.0310506 | Time: 1628.24 ms [2022-04-11 19:55:27 main:581] : INFO : Epoch 1706 | loss: 0.0310201 | val_loss: 0.0310509 | Time: 1630.26 ms [2022-04-11 19:55:28 main:581] : INFO : Epoch 1707 | loss: 0.03102 | val_loss: 0.0310523 | Time: 1629.35 ms [2022-04-11 19:55:30 main:581] : INFO : Epoch 1708 | loss: 0.0310184 | val_loss: 0.031048 | Time: 1626.35 ms [2022-04-11 19:55:32 main:581] : INFO : Epoch 1709 | loss: 0.0310194 | val_loss: 0.0310515 | Time: 1627.03 ms [2022-04-11 19:55:33 main:581] : INFO : Epoch 1710 | loss: 0.031017 | val_loss: 0.0310493 | Time: 1628.46 ms [2022-04-11 19:55:35 main:581] : INFO : Epoch 1711 | loss: 0.0310175 | val_loss: 0.0310475 | Time: 1626.74 ms [2022-04-11 19:55:37 main:581] : INFO : Epoch 1712 | loss: 0.0310171 | val_loss: 0.0310477 | Time: 1632.73 ms [2022-04-11 19:55:38 main:581] : INFO : Epoch 1713 | loss: 0.0310155 | val_loss: 0.0310452 | Time: 1630.98 ms [2022-04-11 19:55:40 main:581] : INFO : Epoch 1714 | loss: 0.0310152 | val_loss: 0.0310448 | Time: 1633.63 ms [2022-04-11 19:55:41 main:581] : INFO : Epoch 1715 | loss: 0.0310136 | val_loss: 0.0310436 | Time: 1631.98 ms [2022-04-11 19:55:43 main:581] : INFO : Epoch 1716 | loss: 0.031023 | val_loss: 0.0310636 | Time: 1686.69 ms [2022-04-11 19:55:45 main:581] : INFO : Epoch 1717 | loss: 0.0310326 | val_loss: 0.031055 | Time: 1631.85 ms [2022-04-11 19:55:47 main:581] : INFO : Epoch 1718 | loss: 0.0310272 | val_loss: 0.0310471 | Time: 1815.43 ms [2022-04-11 19:55:48 main:581] : INFO : Epoch 1719 | loss: 0.0310196 | val_loss: 0.0310456 | Time: 1627.44 ms [2022-04-11 19:55:50 main:581] : INFO : Epoch 1720 | loss: 0.0310184 | val_loss: 0.0310483 | Time: 1631.22 ms [2022-04-11 19:55:51 main:581] : INFO : Epoch 1721 | loss: 0.0310262 | val_loss: 0.0310522 | Time: 1630.44 ms [2022-04-11 19:55:53 main:581] : INFO : Epoch 1722 | loss: 0.0310253 | val_loss: 0.031042 | Time: 1629.44 ms [2022-04-11 19:55:55 main:581] : INFO : Epoch 1723 | loss: 0.0310197 | val_loss: 0.0310452 | Time: 1621.54 ms [2022-04-11 19:55:56 main:581] : INFO : Epoch 1724 | loss: 0.0310163 | val_loss: 0.0310461 | Time: 1622.66 ms [2022-04-11 19:55:58 main:581] : INFO : Epoch 1725 | loss: 0.0310168 | val_loss: 0.0310464 | Time: 1621.41 ms [2022-04-11 19:56:00 main:581] : INFO : Epoch 1726 | loss: 0.0310166 | val_loss: 0.0310475 | Time: 1616.4 ms [2022-04-11 19:56:02 main:581] : INFO : Epoch 1727 | loss: 0.0310162 | val_loss: 0.0310437 | Time: 2010.21 ms [2022-04-11 19:56:03 main:581] : INFO : Epoch 1728 | loss: 0.0310139 | val_loss: 0.0310437 | Time: 1627.73 ms [2022-04-11 19:56:05 main:581] : INFO : Epoch 1729 | loss: 0.0310113 | val_loss: 0.0310464 | Time: 1622.72 ms [2022-04-11 19:56:06 main:581] : INFO : Epoch 1730 | loss: 0.0310124 | val_loss: 0.0310503 | Time: 1617.6 ms [2022-04-11 19:56:08 main:581] : INFO : Epoch 1731 | loss: 0.0310171 | val_loss: 0.0310497 | Time: 1614.62 ms [2022-04-11 19:56:10 main:581] : INFO : Epoch 1732 | loss: 0.0310168 | val_loss: 0.0310494 | Time: 1621.57 ms [2022-04-11 19:56:11 main:581] : INFO : Epoch 1733 | loss: 0.0310125 | val_loss: 0.031046 | Time: 1617.38 ms [2022-04-11 19:56:13 main:581] : INFO : Epoch 1734 | loss: 0.0310115 | val_loss: 0.0310481 | Time: 1951.89 ms [2022-04-11 19:56:15 main:581] : INFO : Epoch 1735 | loss: 0.0310122 | val_loss: 0.031041 | Time: 1623.49 ms [2022-04-11 19:56:17 main:581] : INFO : Epoch 1736 | loss: 0.0310095 | val_loss: 0.0310443 | Time: 1621.88 ms [2022-04-11 19:56:18 main:581] : INFO : Epoch 1737 | loss: 0.0310097 | val_loss: 0.0310462 | Time: 1626.08 ms [2022-04-11 19:56:20 main:581] : INFO : Epoch 1738 | loss: 0.0310087 | val_loss: 0.0310465 | Time: 1614.81 ms [2022-04-11 19:56:21 main:581] : INFO : Epoch 1739 | loss: 0.0310111 | val_loss: 0.0310446 | Time: 1620.62 ms [2022-04-11 19:56:23 main:581] : INFO : Epoch 1740 | loss: 0.0310096 | val_loss: 0.0310463 | Time: 1617.95 ms [2022-04-11 19:56:25 main:581] : INFO : Epoch 1741 | loss: 0.0310095 | val_loss: 0.0310468 | Time: 1618.02 ms [2022-04-11 19:56:26 main:581] : INFO : Epoch 1742 | loss: 0.0310101 | val_loss: 0.0310473 | Time: 1620.79 ms [2022-04-11 19:56:28 main:581] : INFO : Epoch 1743 | loss: 0.0310104 | val_loss: 0.0310477 | Time: 1624.91 ms [2022-04-11 19:56:30 main:581] : INFO : Epoch 1744 | loss: 0.0310114 | val_loss: 0.031045 | Time: 1938.02 ms [2022-04-11 19:56:32 main:581] : INFO : Epoch 1745 | loss: 0.0310119 | val_loss: 0.0310474 | Time: 1739.98 ms [2022-04-11 19:56:33 main:581] : INFO : Epoch 1746 | loss: 0.0310158 | val_loss: 0.0310529 | Time: 1623.31 ms [2022-04-11 19:56:35 main:581] : INFO : Epoch 1747 | loss: 0.0310187 | val_loss: 0.0310513 | Time: 1624.2 ms [2022-04-11 19:56:36 main:581] : INFO : Epoch 1748 | loss: 0.0310147 | val_loss: 0.031049 | Time: 1622.29 ms [2022-04-11 19:56:38 main:581] : INFO : Epoch 1749 | loss: 0.0310115 | val_loss: 0.031046 | Time: 2049.38 ms [2022-04-11 19:56:40 main:581] : INFO : Epoch 1750 | loss: 0.0310175 | val_loss: 0.0310504 | Time: 1625.72 ms [2022-04-11 19:56:42 main:581] : INFO : Epoch 1751 | loss: 0.0310209 | val_loss: 0.0310481 | Time: 1618.68 ms [2022-04-11 19:56:43 main:581] : INFO : Epoch 1752 | loss: 0.0310203 | val_loss: 0.0310431 | Time: 1617.58 ms [2022-04-11 19:56:45 main:581] : INFO : Epoch 1753 | loss: 0.0310146 | val_loss: 0.0310426 | Time: 1621.72 ms [2022-04-11 19:56:47 main:581] : INFO : Epoch 1754 | loss: 0.031014 | val_loss: 0.0310466 | Time: 1623.11 ms [2022-04-11 19:56:48 main:581] : INFO : Epoch 1755 | loss: 0.0310115 | val_loss: 0.0310446 | Time: 1623.78 ms [2022-04-11 19:56:50 main:581] : INFO : Epoch 1756 | loss: 0.0310156 | val_loss: 0.031048 | Time: 1633.03 ms [2022-04-11 19:56:51 main:581] : INFO : Epoch 1757 | loss: 0.0310152 | val_loss: 0.0310516 | Time: 1622.48 ms [2022-04-11 19:56:53 main:581] : INFO : Epoch 1758 | loss: 0.0310093 | val_loss: 0.0310447 | Time: 1629.05 ms [2022-04-11 19:56:55 main:581] : INFO : Epoch 1759 | loss: 0.0310107 | val_loss: 0.0310473 | Time: 1627.54 ms [2022-04-11 19:56:56 main:581] : INFO : Epoch 1760 | loss: 0.0310087 | val_loss: 0.0310451 | Time: 1621.49 ms [2022-04-11 19:56:58 main:581] : INFO : Epoch 1761 | loss: 0.0310101 | val_loss: 0.0310517 | Time: 1627.54 ms [2022-04-11 19:57:00 main:581] : INFO : Epoch 1762 | loss: 0.0310129 | val_loss: 0.0310474 | Time: 1624.57 ms [2022-04-11 19:57:01 main:581] : INFO : Epoch 1763 | loss: 0.0310124 | val_loss: 0.0310518 | Time: 1627.73 ms [2022-04-11 19:57:03 main:581] : INFO : Epoch 1764 | loss: 0.0310137 | val_loss: 0.0310508 | Time: 1629.42 ms [2022-04-11 19:57:04 main:581] : INFO : Epoch 1765 | loss: 0.031024 | val_loss: 0.0310469 | Time: 1625.67 ms [2022-04-11 19:57:06 main:581] : INFO : Epoch 1766 | loss: 0.0310226 | val_loss: 0.0310464 | Time: 1627.95 ms [2022-04-11 19:57:08 main:581] : INFO : Epoch 1767 | loss: 0.0310179 | val_loss: 0.0310453 | Time: 1797.92 ms [2022-04-11 19:57:10 main:581] : INFO : Epoch 1768 | loss: 0.0310172 | val_loss: 0.0310437 | Time: 1665.34 ms [2022-04-11 19:57:11 main:581] : INFO : Epoch 1769 | loss: 0.0310132 | val_loss: 0.0310471 | Time: 1629.79 ms [2022-04-11 19:57:13 main:581] : INFO : Epoch 1770 | loss: 0.031017 | val_loss: 0.0310449 | Time: 1626.37 ms [2022-04-11 19:57:14 main:581] : INFO : Epoch 1771 | loss: 0.031018 | val_loss: 0.0310422 | Time: 1624.64 ms [2022-04-11 19:57:16 main:581] : INFO : Epoch 1772 | loss: 0.0310208 | val_loss: 0.0310489 | Time: 1624.2 ms [2022-04-11 19:57:18 main:581] : INFO : Epoch 1773 | loss: 0.0310257 | val_loss: 0.0310484 | Time: 1626.91 ms [2022-04-11 19:57:19 main:581] : INFO : Epoch 1774 | loss: 0.0310221 | val_loss: 0.0310457 | Time: 1630.33 ms [2022-04-11 19:57:21 main:581] : INFO : Epoch 1775 | loss: 0.0310213 | val_loss: 0.0310424 | Time: 1626.91 ms [2022-04-11 19:57:23 main:581] : INFO : Epoch 1776 | loss: 0.0310174 | val_loss: 0.0310454 | Time: 1627.85 ms [2022-04-11 19:57:24 main:581] : INFO : Epoch 1777 | loss: 0.0310166 | val_loss: 0.0310538 | Time: 1636.47 ms [2022-04-11 19:57:26 main:581] : INFO : Epoch 1778 | loss: 0.0310157 | val_loss: 0.0310449 | Time: 1759.52 ms [2022-04-11 19:57:28 main:581] : INFO : Epoch 1779 | loss: 0.0310116 | val_loss: 0.0310458 | Time: 1629.15 ms [2022-04-11 19:57:29 main:581] : INFO : Epoch 1780 | loss: 0.0310145 | val_loss: 0.0310465 | Time: 1629.16 ms [2022-04-11 19:57:31 main:581] : INFO : Epoch 1781 | loss: 0.0310181 | val_loss: 0.0310399 | Time: 1631.23 ms [2022-04-11 19:57:33 main:581] : INFO : Epoch 1782 | loss: 0.0310167 | val_loss: 0.031044 | Time: 1631.8 ms [2022-04-11 19:57:34 main:581] : INFO : Epoch 1783 | loss: 0.0310147 | val_loss: 0.0310431 | Time: 1632.78 ms [2022-04-11 19:57:36 main:581] : INFO : Epoch 1784 | loss: 0.0310141 | val_loss: 0.0310469 | Time: 1630.77 ms [2022-04-11 19:57:37 main:581] : INFO : Epoch 1785 | loss: 0.0310123 | val_loss: 0.0310465 | Time: 1629.15 ms [2022-04-11 19:57:39 main:581] : INFO : Epoch 1786 | loss: 0.0310153 | val_loss: 0.0310457 | Time: 1629.82 ms [2022-04-11 19:57:41 main:581] : INFO : Epoch 1787 | loss: 0.0310137 | val_loss: 0.0310458 | Time: 1623.69 ms [2022-04-11 19:57:42 main:581] : INFO : Epoch 1788 | loss: 0.0310127 | val_loss: 0.0310395 | Time: 1623.58 ms [2022-04-11 19:57:44 main:581] : INFO : Epoch 1789 | loss: 0.0310151 | val_loss: 0.0310423 | Time: 1629.2 ms [2022-04-11 19:57:46 main:581] : INFO : Epoch 1790 | loss: 0.0310149 | val_loss: 0.0310466 | Time: 1627.29 ms [2022-04-11 19:57:47 main:581] : INFO : Epoch 1791 | loss: 0.0310124 | val_loss: 0.0310421 | Time: 1622.53 ms [2022-04-11 19:57:49 main:581] : INFO : Epoch 1792 | loss: 0.0310106 | val_loss: 0.0310396 | Time: 1630.64 ms [2022-04-11 19:57:50 main:581] : INFO : Epoch 1793 | loss: 0.0310099 | val_loss: 0.0310453 | Time: 1626.75 ms [2022-04-11 19:57:52 main:581] : INFO : Epoch 1794 | loss: 0.0310079 | val_loss: 0.0310421 | Time: 1726.12 ms [2022-04-11 19:57:54 main:581] : INFO : Epoch 1795 | loss: 0.0310064 | val_loss: 0.031041 | Time: 1765.18 ms [2022-04-11 19:57:56 main:581] : INFO : Epoch 1796 | loss: 0.0310096 | val_loss: 0.0310439 | Time: 1827.29 ms [2022-04-11 19:57:57 main:581] : INFO : Epoch 1797 | loss: 0.0310142 | val_loss: 0.031052 | Time: 1715.81 ms [2022-04-11 19:57:59 main:581] : INFO : Epoch 1798 | loss: 0.031009 | val_loss: 0.0310425 | Time: 1627.29 ms [2022-04-11 19:58:01 main:581] : INFO : Epoch 1799 | loss: 0.0310091 | val_loss: 0.0310453 | Time: 1909.75 ms [2022-04-11 19:58:03 main:581] : INFO : Epoch 1800 | loss: 0.0310104 | val_loss: 0.0310426 | Time: 1628.31 ms [2022-04-11 19:58:05 main:581] : INFO : Epoch 1801 | loss: 0.0310113 | val_loss: 0.0310484 | Time: 1920.96 ms [2022-04-11 19:58:06 main:581] : INFO : Epoch 1802 | loss: 0.0310083 | val_loss: 0.0310423 | Time: 1628.35 ms [2022-04-11 19:58:08 main:581] : INFO : Epoch 1803 | loss: 0.0310096 | val_loss: 0.0310408 | Time: 1628.22 ms [2022-04-11 19:58:09 main:581] : INFO : Epoch 1804 | loss: 0.0310091 | val_loss: 0.0310464 | Time: 1632.31 ms [2022-04-11 19:58:11 main:581] : INFO : Epoch 1805 | loss: 0.0310077 | val_loss: 0.0310454 | Time: 1672.92 ms [2022-04-11 19:58:13 main:581] : INFO : Epoch 1806 | loss: 0.0310076 | val_loss: 0.0310417 | Time: 1849.86 ms [2022-04-11 19:58:15 main:581] : INFO : Epoch 1807 | loss: 0.031008 | val_loss: 0.0310419 | Time: 1828.87 ms [2022-04-11 19:58:17 main:581] : INFO : Epoch 1808 | loss: 0.0310102 | val_loss: 0.0310463 | Time: 1886.48 ms [2022-04-11 19:58:18 main:581] : INFO : Epoch 1809 | loss: 0.0310111 | val_loss: 0.031045 | Time: 1628.63 ms [2022-04-11 19:58:20 main:581] : INFO : Epoch 1810 | loss: 0.031014 | val_loss: 0.0310427 | Time: 1939.35 ms [2022-04-11 19:58:22 main:581] : INFO : Epoch 1811 | loss: 0.0310156 | val_loss: 0.0310461 | Time: 1622.66 ms [2022-04-11 19:58:24 main:581] : INFO : Epoch 1812 | loss: 0.0310096 | val_loss: 0.031044 | Time: 1630.51 ms [2022-04-11 19:58:25 main:581] : INFO : Epoch 1813 | loss: 0.0310073 | val_loss: 0.0310428 | Time: 1817.02 ms [2022-04-11 19:58:28 main:581] : INFO : Epoch 1814 | loss: 0.0310065 | val_loss: 0.0310432 | Time: 2542.63 ms [2022-04-11 19:58:29 main:581] : INFO : Epoch 1815 | loss: 0.0310047 | val_loss: 0.0310486 | Time: 1635.48 ms [2022-04-11 19:58:31 main:581] : INFO : Epoch 1816 | loss: 0.0310131 | val_loss: 0.0310465 | Time: 1868.17 ms [2022-04-11 19:58:33 main:581] : INFO : Epoch 1817 | loss: 0.0310123 | val_loss: 0.0310406 | Time: 1619.04 ms [2022-04-11 19:58:35 main:581] : INFO : Epoch 1818 | loss: 0.0310073 | val_loss: 0.0310449 | Time: 1794.36 ms [2022-04-11 19:58:36 main:581] : INFO : Epoch 1819 | loss: 0.0310064 | val_loss: 0.0310413 | Time: 1692.1 ms [2022-04-11 19:58:38 main:581] : INFO : Epoch 1820 | loss: 0.0310071 | val_loss: 0.0310403 | Time: 1624.15 ms [2022-04-11 19:58:40 main:581] : INFO : Epoch 1821 | loss: 0.0310047 | val_loss: 0.0310373 | Time: 1625.98 ms [2022-04-11 19:58:41 main:581] : INFO : Epoch 1822 | loss: 0.0310061 | val_loss: 0.0310413 | Time: 1626.65 ms [2022-04-11 19:58:43 main:581] : INFO : Epoch 1823 | loss: 0.0310066 | val_loss: 0.0310442 | Time: 1627.18 ms [2022-04-11 19:58:45 main:581] : INFO : Epoch 1824 | loss: 0.031014 | val_loss: 0.031045 | Time: 1616.89 ms [2022-04-11 19:58:46 main:581] : INFO : Epoch 1825 | loss: 0.0310147 | val_loss: 0.0310434 | Time: 1617.42 ms [2022-04-11 19:58:48 main:581] : INFO : Epoch 1826 | loss: 0.0310118 | val_loss: 0.0310384 | Time: 1617.42 ms [2022-04-11 19:58:49 main:581] : INFO : Epoch 1827 | loss: 0.0310165 | val_loss: 0.0310417 | Time: 1624.77 ms [2022-04-11 19:58:51 main:581] : INFO : Epoch 1828 | loss: 0.0310122 | val_loss: 0.0310412 | Time: 1619.82 ms [2022-04-11 19:58:53 main:581] : INFO : Epoch 1829 | loss: 0.0310094 | val_loss: 0.0310402 | Time: 1623.69 ms [2022-04-11 19:58:54 main:581] : INFO : Epoch 1830 | loss: 0.0310113 | val_loss: 0.0310398 | Time: 1620.55 ms [2022-04-11 19:58:56 main:581] : INFO : Epoch 1831 | loss: 0.0310091 | val_loss: 0.0310423 | Time: 1618.77 ms [2022-04-11 19:58:58 main:581] : INFO : Epoch 1832 | loss: 0.0310076 | val_loss: 0.031041 | Time: 1626.88 ms [2022-04-11 19:58:59 main:581] : INFO : Epoch 1833 | loss: 0.0310096 | val_loss: 0.0310397 | Time: 1625.48 ms [2022-04-11 19:59:01 main:581] : INFO : Epoch 1834 | loss: 0.0310089 | val_loss: 0.0310423 | Time: 1625.9 ms [2022-04-11 19:59:02 main:581] : INFO : Epoch 1835 | loss: 0.0310068 | val_loss: 0.03104 | Time: 1622.65 ms [2022-04-11 19:59:04 main:581] : INFO : Epoch 1836 | loss: 0.0310052 | val_loss: 0.0310414 | Time: 1821.98 ms [2022-04-11 19:59:06 main:581] : INFO : Epoch 1837 | loss: 0.0310047 | val_loss: 0.031041 | Time: 1713.04 ms [2022-04-11 19:59:08 main:581] : INFO : Epoch 1838 | loss: 0.0310046 | val_loss: 0.0310398 | Time: 1621.23 ms [2022-04-11 19:59:09 main:581] : INFO : Epoch 1839 | loss: 0.0310027 | val_loss: 0.0310401 | Time: 1627.07 ms [2022-04-11 19:59:11 main:581] : INFO : Epoch 1840 | loss: 0.0310036 | val_loss: 0.0310393 | Time: 1685.23 ms [2022-04-11 19:59:13 main:581] : INFO : Epoch 1841 | loss: 0.0310022 | val_loss: 0.0310381 | Time: 1629 ms [2022-04-11 19:59:14 main:581] : INFO : Epoch 1842 | loss: 0.0310028 | val_loss: 0.0310398 | Time: 1621.52 ms [2022-04-11 19:59:16 main:581] : INFO : Epoch 1843 | loss: 0.0310038 | val_loss: 0.0310502 | Time: 1619.89 ms [2022-04-11 19:59:17 main:581] : INFO : Epoch 1844 | loss: 0.0310036 | val_loss: 0.0310406 | Time: 1626.16 ms [2022-04-11 19:59:19 main:581] : INFO : Epoch 1845 | loss: 0.0310065 | val_loss: 0.0310453 | Time: 1627.83 ms [2022-04-11 19:59:21 main:581] : INFO : Epoch 1846 | loss: 0.0310076 | val_loss: 0.0310453 | Time: 2078.91 ms [2022-04-11 19:59:23 main:581] : INFO : Epoch 1847 | loss: 0.0310136 | val_loss: 0.0310493 | Time: 2119.8 ms [2022-04-11 19:59:25 main:581] : INFO : Epoch 1848 | loss: 0.0310103 | val_loss: 0.0310483 | Time: 1617.15 ms [2022-04-11 19:59:26 main:581] : INFO : Epoch 1849 | loss: 0.0310089 | val_loss: 0.0310473 | Time: 1627.91 ms [2022-04-11 19:59:28 main:581] : INFO : Epoch 1850 | loss: 0.0310088 | val_loss: 0.0310491 | Time: 1626.39 ms [2022-04-11 19:59:30 main:581] : INFO : Epoch 1851 | loss: 0.031008 | val_loss: 0.0310458 | Time: 1620.4 ms [2022-04-11 19:59:31 main:581] : INFO : Epoch 1852 | loss: 0.0310056 | val_loss: 0.0310372 | Time: 1616.37 ms [2022-04-11 19:59:33 main:581] : INFO : Epoch 1853 | loss: 0.0310035 | val_loss: 0.0310394 | Time: 1618.03 ms [2022-04-11 19:59:35 main:581] : INFO : Epoch 1854 | loss: 0.0310014 | val_loss: 0.0310358 | Time: 1622.78 ms [2022-04-11 19:59:36 main:581] : INFO : Epoch 1855 | loss: 0.0310028 | val_loss: 0.0310395 | Time: 1877.4 ms [2022-04-11 19:59:38 main:581] : INFO : Epoch 1856 | loss: 0.0310022 | val_loss: 0.0310403 | Time: 1627.31 ms [2022-04-11 19:59:40 main:581] : INFO : Epoch 1857 | loss: 0.0310054 | val_loss: 0.0310422 | Time: 1620.14 ms [2022-04-11 19:59:41 main:581] : INFO : Epoch 1858 | loss: 0.0310031 | val_loss: 0.0310524 | Time: 1625.21 ms [2022-04-11 19:59:43 main:581] : INFO : Epoch 1859 | loss: 0.0310033 | val_loss: 0.0310444 | Time: 1625.64 ms [2022-04-11 19:59:45 main:581] : INFO : Epoch 1860 | loss: 0.0310083 | val_loss: 0.0310387 | Time: 1626.04 ms [2022-04-11 19:59:46 main:581] : INFO : Epoch 1861 | loss: 0.0310029 | val_loss: 0.0310394 | Time: 1623.75 ms [2022-04-11 19:59:48 main:581] : INFO : Epoch 1862 | loss: 0.0309986 | val_loss: 0.031041 | Time: 1617.8 ms [2022-04-11 19:59:49 main:581] : INFO : Epoch 1863 | loss: 0.0309984 | val_loss: 0.0310492 | Time: 1624.75 ms [2022-04-11 19:59:51 main:581] : INFO : Epoch 1864 | loss: 0.0310002 | val_loss: 0.0310436 | Time: 1619.4 ms [2022-04-11 19:59:53 main:581] : INFO : Epoch 1865 | loss: 0.031002 | val_loss: 0.0310489 | Time: 1632.13 ms [2022-04-11 19:59:55 main:581] : INFO : Epoch 1866 | loss: 0.0310019 | val_loss: 0.0310427 | Time: 1825.02 ms [2022-04-11 19:59:56 main:581] : INFO : Epoch 1867 | loss: 0.0310041 | val_loss: 0.0310462 | Time: 1621.34 ms [2022-04-11 19:59:58 main:581] : INFO : Epoch 1868 | loss: 0.0310017 | val_loss: 0.0310435 | Time: 1620.89 ms [2022-04-11 19:59:59 main:581] : INFO : Epoch 1869 | loss: 0.0309971 | val_loss: 0.031044 | Time: 1623.9 ms [2022-04-11 20:00:01 main:581] : INFO : Epoch 1870 | loss: 0.0310004 | val_loss: 0.0310463 | Time: 1631.6 ms [2022-04-11 20:00:03 main:581] : INFO : Epoch 1871 | loss: 0.0309997 | val_loss: 0.0310473 | Time: 1621.38 ms [2022-04-11 20:00:04 main:581] : INFO : Epoch 1872 | loss: 0.0310054 | val_loss: 0.0310413 | Time: 1623.24 ms [2022-04-11 20:00:06 main:581] : INFO : Epoch 1873 | loss: 0.0310071 | val_loss: 0.031046 | Time: 1623.46 ms [2022-04-11 20:00:08 main:581] : INFO : Epoch 1874 | loss: 0.0310029 | val_loss: 0.0310455 | Time: 1627.38 ms [2022-04-11 20:00:09 main:581] : INFO : Epoch 1875 | loss: 0.0310004 | val_loss: 0.0310421 | Time: 1622.95 ms [2022-04-11 20:00:11 main:581] : INFO : Epoch 1876 | loss: 0.0309998 | val_loss: 0.031046 | Time: 1621.91 ms [2022-04-11 20:00:12 main:581] : INFO : Epoch 1877 | loss: 0.0310015 | val_loss: 0.0310481 | Time: 1627.23 ms [2022-04-11 20:00:14 main:581] : INFO : Epoch 1878 | loss: 0.0310031 | val_loss: 0.031044 | Time: 1823.46 ms [2022-04-11 20:00:16 main:581] : INFO : Epoch 1879 | loss: 0.0310064 | val_loss: 0.0310503 | Time: 1624.96 ms [2022-04-11 20:00:17 main:581] : INFO : Epoch 1880 | loss: 0.0310058 | val_loss: 0.0310509 | Time: 1620.07 ms [2022-04-11 20:00:19 main:581] : INFO : Epoch 1881 | loss: 0.0310022 | val_loss: 0.0310443 | Time: 1626.69 ms [2022-04-11 20:00:21 main:581] : INFO : Epoch 1882 | loss: 0.0310099 | val_loss: 0.0310402 | Time: 1622.56 ms [2022-04-11 20:00:22 main:581] : INFO : Epoch 1883 | loss: 0.03101 | val_loss: 0.0310495 | Time: 1624.24 ms [2022-04-11 20:00:24 main:581] : INFO : Epoch 1884 | loss: 0.0310195 | val_loss: 0.0310494 | Time: 1625.94 ms [2022-04-11 20:00:26 main:581] : INFO : Epoch 1885 | loss: 0.0310216 | val_loss: 0.031038 | Time: 1630.41 ms [2022-04-11 20:00:27 main:581] : INFO : Epoch 1886 | loss: 0.0310139 | val_loss: 0.0310394 | Time: 1630.05 ms [2022-04-11 20:00:29 main:581] : INFO : Epoch 1887 | loss: 0.0310121 | val_loss: 0.0310424 | Time: 1620.61 ms [2022-04-11 20:00:30 main:581] : INFO : Epoch 1888 | loss: 0.0310112 | val_loss: 0.031043 | Time: 1616.7 ms [2022-04-11 20:00:32 main:581] : INFO : Epoch 1889 | loss: 0.0310146 | val_loss: 0.0310417 | Time: 1614.85 ms [2022-04-11 20:00:34 main:581] : INFO : Epoch 1890 | loss: 0.0310081 | val_loss: 0.031039 | Time: 1612.54 ms [2022-04-11 20:00:35 main:581] : INFO : Epoch 1891 | loss: 0.0310054 | val_loss: 0.0310403 | Time: 1622.75 ms [2022-04-11 20:00:37 main:581] : INFO : Epoch 1892 | loss: 0.0310038 | val_loss: 0.0310394 | Time: 1623.12 ms [2022-04-11 20:00:39 main:581] : INFO : Epoch 1893 | loss: 0.0310107 | val_loss: 0.0310407 | Time: 1623.63 ms [2022-04-11 20:00:40 main:581] : INFO : Epoch 1894 | loss: 0.0310072 | val_loss: 0.0310397 | Time: 1619.84 ms [2022-04-11 20:00:42 main:581] : INFO : Epoch 1895 | loss: 0.0310056 | val_loss: 0.0310381 | Time: 1616.6 ms [2022-04-11 20:00:43 main:581] : INFO : Epoch 1896 | loss: 0.0310047 | val_loss: 0.0310418 | Time: 1623.22 ms [2022-04-11 20:00:45 main:581] : INFO : Epoch 1897 | loss: 0.0310031 | val_loss: 0.0310392 | Time: 1618.56 ms [2022-04-11 20:00:47 main:581] : INFO : Epoch 1898 | loss: 0.0310035 | val_loss: 0.0310467 | Time: 1617.56 ms [2022-04-11 20:00:48 main:581] : INFO : Epoch 1899 | loss: 0.0310022 | val_loss: 0.0310449 | Time: 1620.83 ms [2022-04-11 20:00:50 main:581] : INFO : Epoch 1900 | loss: 0.0310003 | val_loss: 0.0310411 | Time: 1625.46 ms [2022-04-11 20:00:52 main:581] : INFO : Epoch 1901 | loss: 0.0310084 | val_loss: 0.0310394 | Time: 1622.55 ms [2022-04-11 20:00:53 main:581] : INFO : Epoch 1902 | loss: 0.0310084 | val_loss: 0.0310419 | Time: 1621.29 ms [2022-04-11 20:00:55 main:581] : INFO : Epoch 1903 | loss: 0.0310115 | val_loss: 0.0310393 | Time: 1804.3 ms [2022-04-11 20:00:57 main:581] : INFO : Epoch 1904 | loss: 0.0310111 | val_loss: 0.0310372 | Time: 1624.82 ms [2022-04-11 20:00:58 main:581] : INFO : Epoch 1905 | loss: 0.0310046 | val_loss: 0.0310413 | Time: 1622.37 ms [2022-04-11 20:01:00 main:581] : INFO : Epoch 1906 | loss: 0.0310035 | val_loss: 0.0310349 | Time: 1625.44 ms [2022-04-11 20:01:02 main:581] : INFO : Epoch 1907 | loss: 0.0310001 | val_loss: 0.0310382 | Time: 1780.17 ms [2022-04-11 20:01:03 main:581] : INFO : Epoch 1908 | loss: 0.0310035 | val_loss: 0.0310429 | Time: 1781.71 ms [2022-04-11 20:01:05 main:581] : INFO : Epoch 1909 | loss: 0.0310036 | val_loss: 0.0310402 | Time: 1624.12 ms [2022-04-11 20:01:07 main:581] : INFO : Epoch 1910 | loss: 0.0310028 | val_loss: 0.031039 | Time: 1624.19 ms [2022-04-11 20:01:08 main:581] : INFO : Epoch 1911 | loss: 0.031002 | val_loss: 0.0310474 | Time: 1624.5 ms [2022-04-11 20:01:10 main:581] : INFO : Epoch 1912 | loss: 0.0310008 | val_loss: 0.0310407 | Time: 1632.71 ms [2022-04-11 20:01:12 main:581] : INFO : Epoch 1913 | loss: 0.0309984 | val_loss: 0.0310423 | Time: 1627.88 ms [2022-04-11 20:01:13 main:581] : INFO : Epoch 1914 | loss: 0.0310025 | val_loss: 0.0310505 | Time: 1621.78 ms [2022-04-11 20:01:15 main:581] : INFO : Epoch 1915 | loss: 0.0310026 | val_loss: 0.0310394 | Time: 1625.42 ms [2022-04-11 20:01:16 main:581] : INFO : Epoch 1916 | loss: 0.0309973 | val_loss: 0.0310411 | Time: 1621.06 ms [2022-04-11 20:01:18 main:581] : INFO : Epoch 1917 | loss: 0.0309964 | val_loss: 0.0310447 | Time: 1636.89 ms [2022-04-11 20:01:20 main:581] : INFO : Epoch 1918 | loss: 0.0309966 | val_loss: 0.0310365 | Time: 2150.91 ms [2022-04-11 20:01:22 main:581] : INFO : Epoch 1919 | loss: 0.0309984 | val_loss: 0.0310401 | Time: 1870.78 ms [2022-04-11 20:01:24 main:581] : INFO : Epoch 1920 | loss: 0.0310086 | val_loss: 0.0310438 | Time: 1777.56 ms [2022-04-11 20:01:25 main:581] : INFO : Epoch 1921 | loss: 0.0310079 | val_loss: 0.0310436 | Time: 1619.25 ms [2022-04-11 20:01:27 main:581] : INFO : Epoch 1922 | loss: 0.0310065 | val_loss: 0.031044 | Time: 1622.93 ms [2022-04-11 20:01:29 main:581] : INFO : Epoch 1923 | loss: 0.0310068 | val_loss: 0.031039 | Time: 1618.79 ms [2022-04-11 20:01:30 main:581] : INFO : Epoch 1924 | loss: 0.0310068 | val_loss: 0.0310386 | Time: 1623.41 ms [2022-04-11 20:01:32 main:581] : INFO : Epoch 1925 | loss: 0.0310038 | val_loss: 0.0310429 | Time: 1619.67 ms [2022-04-11 20:01:34 main:581] : INFO : Epoch 1926 | loss: 0.0310025 | val_loss: 0.0310474 | Time: 1619.21 ms [2022-04-11 20:01:35 main:581] : INFO : Epoch 1927 | loss: 0.0310004 | val_loss: 0.0310434 | Time: 1621.8 ms [2022-04-11 20:01:37 main:581] : INFO : Epoch 1928 | loss: 0.0309999 | val_loss: 0.0310364 | Time: 1623.18 ms [2022-04-11 20:01:38 main:581] : INFO : Epoch 1929 | loss: 0.031004 | val_loss: 0.0310501 | Time: 1619.16 ms [2022-04-11 20:01:40 main:581] : INFO : Epoch 1930 | loss: 0.0310051 | val_loss: 0.0310437 | Time: 1619.03 ms [2022-04-11 20:01:42 main:581] : INFO : Epoch 1931 | loss: 0.0310008 | val_loss: 0.0310392 | Time: 1617.93 ms [2022-04-11 20:01:43 main:581] : INFO : Epoch 1932 | loss: 0.031003 | val_loss: 0.031037 | Time: 1620.1 ms [2022-04-11 20:01:45 main:581] : INFO : Epoch 1933 | loss: 0.031004 | val_loss: 0.0310418 | Time: 1615.86 ms [2022-04-11 20:01:47 main:581] : INFO : Epoch 1934 | loss: 0.0310076 | val_loss: 0.0310365 | Time: 1621.7 ms [2022-04-11 20:01:49 main:581] : INFO : Epoch 1935 | loss: 0.0310042 | val_loss: 0.0310423 | Time: 2348.17 ms [2022-04-11 20:01:51 main:581] : INFO : Epoch 1936 | loss: 0.0310051 | val_loss: 0.0310418 | Time: 2154.6 ms [2022-04-11 20:01:53 main:581] : INFO : Epoch 1937 | loss: 0.0310051 | val_loss: 0.0310374 | Time: 2012.1 ms [2022-04-11 20:01:55 main:581] : INFO : Epoch 1938 | loss: 0.0310043 | val_loss: 0.0310396 | Time: 1623.52 ms [2022-04-11 20:01:56 main:581] : INFO : Epoch 1939 | loss: 0.0310046 | val_loss: 0.0310471 | Time: 1621.85 ms [2022-04-11 20:01:58 main:581] : INFO : Epoch 1940 | loss: 0.0310016 | val_loss: 0.0310377 | Time: 1619.34 ms [2022-04-11 20:02:00 main:581] : INFO : Epoch 1941 | loss: 0.0310042 | val_loss: 0.0310346 | Time: 1622.9 ms [2022-04-11 20:02:01 main:581] : INFO : Epoch 1942 | loss: 0.0310067 | val_loss: 0.0310397 | Time: 1622.1 ms [2022-04-11 20:02:03 main:581] : INFO : Epoch 1943 | loss: 0.0310058 | val_loss: 0.0310402 | Time: 1622.36 ms [2022-04-11 20:02:05 main:581] : INFO : Epoch 1944 | loss: 0.0310019 | val_loss: 0.0310441 | Time: 1971.06 ms [2022-04-11 20:02:06 main:581] : INFO : Epoch 1945 | loss: 0.031006 | val_loss: 0.0310307 | Time: 1620.36 ms [2022-04-11 20:02:08 main:581] : INFO : Epoch 1946 | loss: 0.0310053 | val_loss: 0.0310428 | Time: 1623.24 ms [2022-04-11 20:02:10 main:581] : INFO : Epoch 1947 | loss: 0.0309998 | val_loss: 0.0310384 | Time: 1684.9 ms [2022-04-11 20:02:11 main:581] : INFO : Epoch 1948 | loss: 0.0310019 | val_loss: 0.0310416 | Time: 1618.9 ms [2022-04-11 20:02:13 main:581] : INFO : Epoch 1949 | loss: 0.0310008 | val_loss: 0.0310432 | Time: 1619.97 ms [2022-04-11 20:02:15 main:581] : INFO : Epoch 1950 | loss: 0.0309979 | val_loss: 0.0310379 | Time: 1628.14 ms [2022-04-11 20:02:16 main:581] : INFO : Epoch 1951 | loss: 0.0309989 | val_loss: 0.0310432 | Time: 1624.89 ms [2022-04-11 20:02:18 main:581] : INFO : Epoch 1952 | loss: 0.0310023 | val_loss: 0.031045 | Time: 1620.48 ms [2022-04-11 20:02:19 main:581] : INFO : Epoch 1953 | loss: 0.0309986 | val_loss: 0.0310443 | Time: 1627.95 ms [2022-04-11 20:02:21 main:581] : INFO : Epoch 1954 | loss: 0.0310034 | val_loss: 0.0310438 | Time: 1626.78 ms [2022-04-11 20:02:23 main:581] : INFO : Epoch 1955 | loss: 0.0310099 | val_loss: 0.0310395 | Time: 1624.11 ms [2022-04-11 20:02:24 main:581] : INFO : Epoch 1956 | loss: 0.0310046 | val_loss: 0.0310399 | Time: 1627.75 ms [2022-04-11 20:02:26 main:581] : INFO : Epoch 1957 | loss: 0.0309982 | val_loss: 0.0310374 | Time: 1623.42 ms [2022-04-11 20:02:28 main:581] : INFO : Epoch 1958 | loss: 0.0309997 | val_loss: 0.0310444 | Time: 1623.1 ms [2022-04-11 20:02:29 main:581] : INFO : Epoch 1959 | loss: 0.0310045 | val_loss: 0.0310358 | Time: 1624.22 ms [2022-04-11 20:02:31 main:581] : INFO : Epoch 1960 | loss: 0.031006 | val_loss: 0.031039 | Time: 1625.47 ms [2022-04-11 20:02:32 main:581] : INFO : Epoch 1961 | loss: 0.0310203 | val_loss: 0.0310569 | Time: 1626.72 ms [2022-04-11 20:02:34 main:581] : INFO : Epoch 1962 | loss: 0.0310207 | val_loss: 0.0310459 | Time: 1961.19 ms [2022-04-11 20:02:36 main:581] : INFO : Epoch 1963 | loss: 0.0310175 | val_loss: 0.0310442 | Time: 1626.55 ms [2022-04-11 20:02:38 main:581] : INFO : Epoch 1964 | loss: 0.0310074 | val_loss: 0.0310396 | Time: 1616.76 ms [2022-04-11 20:02:39 main:581] : INFO : Epoch 1965 | loss: 0.0310065 | val_loss: 0.0310387 | Time: 1714.61 ms [2022-04-11 20:02:41 main:581] : INFO : Epoch 1966 | loss: 0.0310044 | val_loss: 0.0310426 | Time: 1687.28 ms [2022-04-11 20:02:44 main:581] : INFO : Epoch 1967 | loss: 0.0310094 | val_loss: 0.0310419 | Time: 3092.36 ms [2022-04-11 20:02:46 main:581] : INFO : Epoch 1968 | loss: 0.0310088 | val_loss: 0.0310445 | Time: 1619.2 ms [2022-04-11 20:02:47 main:581] : INFO : Epoch 1969 | loss: 0.0310165 | val_loss: 0.0310892 | Time: 1724.08 ms [2022-04-11 20:02:49 main:581] : INFO : Epoch 1970 | loss: 0.0313444 | val_loss: 0.0314593 | Time: 1622.01 ms [2022-04-11 20:02:51 main:581] : INFO : Epoch 1971 | loss: 0.0319466 | val_loss: 0.0315544 | Time: 1625.46 ms [2022-04-11 20:02:52 main:581] : INFO : Epoch 1972 | loss: 0.0313016 | val_loss: 0.031184 | Time: 1620.4 ms [2022-04-11 20:02:54 main:581] : INFO : Epoch 1973 | loss: 0.0310597 | val_loss: 0.0310547 | Time: 1635.56 ms [2022-04-11 20:02:56 main:581] : INFO : Epoch 1974 | loss: 0.0310245 | val_loss: 0.0310419 | Time: 1894.63 ms [2022-04-11 20:02:57 main:581] : INFO : Epoch 1975 | loss: 0.0310139 | val_loss: 0.0310367 | Time: 1636.96 ms [2022-04-11 20:02:59 main:581] : INFO : Epoch 1976 | loss: 0.0310113 | val_loss: 0.0310407 | Time: 1636.21 ms [2022-04-11 20:03:01 main:581] : INFO : Epoch 1977 | loss: 0.0310118 | val_loss: 0.0310335 | Time: 1626.71 ms [2022-04-11 20:03:03 main:581] : INFO : Epoch 1978 | loss: 0.0310083 | val_loss: 0.0310397 | Time: 1802.52 ms [2022-04-11 20:03:04 main:581] : INFO : Epoch 1979 | loss: 0.0310084 | val_loss: 0.031042 | Time: 1618.6 ms [2022-04-11 20:03:06 main:581] : INFO : Epoch 1980 | loss: 0.0310099 | val_loss: 0.031044 | Time: 1624.45 ms [2022-04-11 20:03:07 main:581] : INFO : Epoch 1981 | loss: 0.0310123 | val_loss: 0.0310426 | Time: 1680.99 ms [2022-04-11 20:03:09 main:581] : INFO : Epoch 1982 | loss: 0.0310086 | val_loss: 0.0310511 | Time: 1616.62 ms [2022-04-11 20:03:11 main:581] : INFO : Epoch 1983 | loss: 0.0310097 | val_loss: 0.0310422 | Time: 1625.24 ms [2022-04-11 20:03:12 main:581] : INFO : Epoch 1984 | loss: 0.031004 | val_loss: 0.0310365 | Time: 1622.03 ms [2022-04-11 20:03:14 main:581] : INFO : Epoch 1985 | loss: 0.031007 | val_loss: 0.0310445 | Time: 1621.37 ms [2022-04-11 20:03:16 main:581] : INFO : Epoch 1986 | loss: 0.0310034 | val_loss: 0.0310463 | Time: 1643.21 ms [2022-04-11 20:03:17 main:581] : INFO : Epoch 1987 | loss: 0.031001 | val_loss: 0.0310409 | Time: 1623.58 ms [2022-04-11 20:03:19 main:581] : INFO : Epoch 1988 | loss: 0.0310031 | val_loss: 0.0310328 | Time: 1624.5 ms [2022-04-11 20:03:20 main:581] : INFO : Epoch 1989 | loss: 0.0310019 | val_loss: 0.0310365 | Time: 1632.48 ms [2022-04-11 20:03:22 main:581] : INFO : Epoch 1990 | loss: 0.0310006 | val_loss: 0.0310413 | Time: 1621.89 ms [2022-04-11 20:03:24 main:581] : INFO : Epoch 1991 | loss: 0.031003 | val_loss: 0.0310432 | Time: 1624.56 ms [2022-04-11 20:03:26 main:581] : INFO : Epoch 1992 | loss: 0.0310046 | val_loss: 0.031044 | Time: 1943.63 ms [2022-04-11 20:03:27 main:581] : INFO : Epoch 1993 | loss: 0.0310059 | val_loss: 0.0310478 | Time: 1674.96 ms [2022-04-11 20:03:29 main:581] : INFO : Epoch 1994 | loss: 0.0310071 | val_loss: 0.0310435 | Time: 1753.39 ms [2022-04-11 20:03:31 main:581] : INFO : Epoch 1995 | loss: 0.0310125 | val_loss: 0.0310414 | Time: 1636.69 ms [2022-04-11 20:03:32 main:581] : INFO : Epoch 1996 | loss: 0.0310102 | val_loss: 0.0310482 | Time: 1624.18 ms [2022-04-11 20:03:34 main:581] : INFO : Epoch 1997 | loss: 0.0310218 | val_loss: 0.0310508 | Time: 1788.25 ms [2022-04-11 20:03:36 main:581] : INFO : Epoch 1998 | loss: 0.0310158 | val_loss: 0.0310492 | Time: 1715.32 ms [2022-04-11 20:03:38 main:581] : INFO : Epoch 1999 | loss: 0.0310102 | val_loss: 0.0310398 | Time: 1624.68 ms [2022-04-11 20:03:39 main:581] : INFO : Epoch 2000 | loss: 0.0310058 | val_loss: 0.0310431 | Time: 1625.88 ms [2022-04-11 20:03:41 main:581] : INFO : Epoch 2001 | loss: 0.0310077 | val_loss: 0.031042 | Time: 1625.59 ms [2022-04-11 20:03:42 main:581] : INFO : Epoch 2002 | loss: 0.031007 | val_loss: 0.031053 | Time: 1620.92 ms [2022-04-11 20:03:44 main:581] : INFO : Epoch 2003 | loss: 0.031011 | val_loss: 0.0310439 | Time: 1625.2 ms [2022-04-11 20:03:46 main:581] : INFO : Epoch 2004 | loss: 0.0310106 | val_loss: 0.0310325 | Time: 1673.1 ms [2022-04-11 20:03:47 main:581] : INFO : Epoch 2005 | loss: 0.0310082 | val_loss: 0.0310341 | Time: 1628.42 ms [2022-04-11 20:03:49 main:581] : INFO : Epoch 2006 | loss: 0.0310046 | val_loss: 0.0310376 | Time: 1622.52 ms [2022-04-11 20:03:51 main:581] : INFO : Epoch 2007 | loss: 0.0310055 | val_loss: 0.0310381 | Time: 1626.77 ms [2022-04-11 20:03:52 main:581] : INFO : Epoch 2008 | loss: 0.031008 | val_loss: 0.031042 | Time: 1620.64 ms [2022-04-11 20:03:54 main:581] : INFO : Epoch 2009 | loss: 0.0310025 | val_loss: 0.0310423 | Time: 1626.28 ms [2022-04-11 20:03:56 main:581] : INFO : Epoch 2010 | loss: 0.0310014 | val_loss: 0.0310408 | Time: 1715.36 ms [2022-04-11 20:03:57 main:581] : INFO : Epoch 2011 | loss: 0.031001 | val_loss: 0.031045 | Time: 1622.96 ms [2022-04-11 20:03:59 main:581] : INFO : Epoch 2012 | loss: 0.0310013 | val_loss: 0.0310439 | Time: 1621.03 ms [2022-04-11 20:04:00 main:581] : INFO : Epoch 2013 | loss: 0.0310018 | val_loss: 0.0310397 | Time: 1625.39 ms [2022-04-11 20:04:02 main:581] : INFO : Epoch 2014 | loss: 0.0309997 | val_loss: 0.0310382 | Time: 1619.3 ms [2022-04-11 20:04:04 main:581] : INFO : Epoch 2015 | loss: 0.0310034 | val_loss: 0.0310546 | Time: 1627.29 ms [2022-04-11 20:04:05 main:581] : INFO : Epoch 2016 | loss: 0.0310089 | val_loss: 0.0310434 | Time: 1626.76 ms [2022-04-11 20:04:07 main:581] : INFO : Epoch 2017 | loss: 0.031004 | val_loss: 0.0310402 | Time: 1627.06 ms [2022-04-11 20:04:09 main:581] : INFO : Epoch 2018 | loss: 0.031006 | val_loss: 0.0310352 | Time: 1621.78 ms [2022-04-11 20:04:10 main:581] : INFO : Epoch 2019 | loss: 0.0309993 | val_loss: 0.0310402 | Time: 1623.73 ms [2022-04-11 20:04:12 main:581] : INFO : Epoch 2020 | loss: 0.0309963 | val_loss: 0.0310374 | Time: 1624.35 ms [2022-04-11 20:04:13 main:581] : INFO : Epoch 2021 | loss: 0.0309957 | val_loss: 0.0310379 | Time: 1625.89 ms [2022-04-11 20:04:15 main:581] : INFO : Epoch 2022 | loss: 0.0309968 | val_loss: 0.0310426 | Time: 1620.45 ms [2022-04-11 20:04:17 main:581] : INFO : Epoch 2023 | loss: 0.0309946 | val_loss: 0.0310362 | Time: 1632.35 ms [2022-04-11 20:04:18 main:581] : INFO : Epoch 2024 | loss: 0.0309935 | val_loss: 0.0310383 | Time: 1645.05 ms [2022-04-11 20:04:20 main:581] : INFO : Epoch 2025 | loss: 0.0309961 | val_loss: 0.0310393 | Time: 1621.54 ms [2022-04-11 20:04:22 main:581] : INFO : Epoch 2026 | loss: 0.0309944 | val_loss: 0.031034 | Time: 1628.51 ms [2022-04-11 20:04:23 main:581] : INFO : Epoch 2027 | loss: 0.0309915 | val_loss: 0.0310338 | Time: 1631.41 ms [2022-04-11 20:04:25 main:581] : INFO : Epoch 2028 | loss: 0.030992 | val_loss: 0.0310334 | Time: 1621.57 ms [2022-04-11 20:04:26 main:581] : INFO : Epoch 2029 | loss: 0.0309924 | val_loss: 0.0310353 | Time: 1630.62 ms [2022-04-11 20:04:28 main:581] : INFO : Epoch 2030 | loss: 0.030995 | val_loss: 0.0310344 | Time: 1628.04 ms [2022-04-11 20:04:30 main:581] : INFO : Epoch 2031 | loss: 0.0309957 | val_loss: 0.0310355 | Time: 1628.32 ms [2022-04-11 20:04:31 main:581] : INFO : Epoch 2032 | loss: 0.0309944 | val_loss: 0.0310378 | Time: 1620.95 ms [2022-04-11 20:04:33 main:581] : INFO : Epoch 2033 | loss: 0.0309996 | val_loss: 0.0310355 | Time: 1625.28 ms [2022-04-11 20:04:35 main:581] : INFO : Epoch 2034 | loss: 0.0309975 | val_loss: 0.0310404 | Time: 1627.29 ms [2022-04-11 20:04:36 main:581] : INFO : Epoch 2035 | loss: 0.031022 | val_loss: 0.0310609 | Time: 1623.21 ms [2022-04-11 20:04:38 main:581] : INFO : Epoch 2036 | loss: 0.0310152 | val_loss: 0.0310399 | Time: 1626.08 ms [2022-04-11 20:04:39 main:581] : INFO : Epoch 2037 | loss: 0.0310035 | val_loss: 0.0310414 | Time: 1632.18 ms [2022-04-11 20:04:41 main:581] : INFO : Epoch 2038 | loss: 0.0310019 | val_loss: 0.0310405 | Time: 1748.85 ms [2022-04-11 20:04:43 main:581] : INFO : Epoch 2039 | loss: 0.0310034 | val_loss: 0.0310388 | Time: 2094.96 ms [2022-04-11 20:04:45 main:581] : INFO : Epoch 2040 | loss: 0.0310007 | val_loss: 0.0310396 | Time: 1623.96 ms [2022-04-11 20:04:47 main:581] : INFO : Epoch 2041 | loss: 0.0309999 | val_loss: 0.0310365 | Time: 1632.36 ms [2022-04-11 20:04:48 main:581] : INFO : Epoch 2042 | loss: 0.0309971 | val_loss: 0.0310371 | Time: 1716.48 ms [2022-04-11 20:04:50 main:581] : INFO : Epoch 2043 | loss: 0.0309972 | val_loss: 0.0310446 | Time: 1617.09 ms [2022-04-11 20:04:52 main:581] : INFO : Epoch 2044 | loss: 0.0309983 | val_loss: 0.0310346 | Time: 1671.4 ms [2022-04-11 20:04:53 main:581] : INFO : Epoch 2045 | loss: 0.0309969 | val_loss: 0.0310314 | Time: 1879.56 ms [2022-04-11 20:04:55 main:581] : INFO : Epoch 2046 | loss: 0.0309936 | val_loss: 0.0310363 | Time: 1616.97 ms [2022-04-11 20:04:57 main:581] : INFO : Epoch 2047 | loss: 0.0309933 | val_loss: 0.0310422 | Time: 1617.05 ms [2022-04-11 20:04:58 main:581] : INFO : Epoch 2048 | loss: 0.0309949 | val_loss: 0.0310444 | Time: 1621.7 ms [2022-04-11 20:04:58 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0310444 [2022-04-11 20:04:58 main:610] : INFO : Saving end state to config to file [2022-04-11 20:04:58 main:615] : INFO : Success, exiting.. 20:04:58 (51074): 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)