Task 14624191
| Name | ParityModified-1647046096-13731-3-0_1 |
| Workunit | 11617331 |
| Created | 18 Apr 2022, 22:11:07 UTC |
| Sent | 18 Apr 2022, 22:11:27 UTC |
| Report deadline | 26 Apr 2022, 22:11:27 UTC |
| Received | 18 Apr 2022, 23:36:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 15 min 58 sec |
| CPU time | 1 hours 12 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.03115 | val_loss: 0.0311744 | Time: 2113.34 ms [2022-04-19 01:17:06 main:574] : INFO : Epoch 1543 | loss: 0.0311545 | val_loss: 0.0311763 | Time: 2125.14 ms [2022-04-19 01:17:08 main:574] : INFO : Epoch 1544 | loss: 0.0311542 | val_loss: 0.0311765 | Time: 2287.49 ms [2022-04-19 01:17:10 main:574] : INFO : Epoch 1545 | loss: 0.0311511 | val_loss: 0.0311688 | Time: 2141.49 ms [2022-04-19 01:17:13 main:574] : INFO : Epoch 1546 | loss: 0.0311563 | val_loss: 0.031174 | Time: 2125.99 ms [2022-04-19 01:17:15 main:574] : INFO : Epoch 1547 | loss: 0.0311577 | val_loss: 0.0311709 | Time: 2141.02 ms [2022-04-19 01:17:17 main:574] : INFO : Epoch 1548 | loss: 0.0311546 | val_loss: 0.0311771 | Time: 2121.81 ms [2022-04-19 01:17:19 main:574] : INFO : Epoch 1549 | loss: 0.0311558 | val_loss: 0.0311698 | Time: 2155.25 ms [2022-04-19 01:17:21 main:574] : INFO : Epoch 1550 | loss: 0.0311555 | val_loss: 0.0311736 | Time: 2122.45 ms [2022-04-19 01:17:24 main:574] : INFO : Epoch 1551 | loss: 0.0311525 | val_loss: 0.0311714 | Time: 2153.86 ms [2022-04-19 01:17:26 main:574] : INFO : Epoch 1552 | loss: 0.0311502 | val_loss: 0.0311701 | Time: 2163.37 ms [2022-04-19 01:17:28 main:574] : INFO : Epoch 1553 | loss: 0.0311482 | val_loss: 0.0311702 | Time: 2148.32 ms [2022-04-19 01:17:30 main:574] : INFO : Epoch 1554 | loss: 0.0311488 | val_loss: 0.0311704 | Time: 2136.38 ms [2022-04-19 01:17:32 main:574] : INFO : Epoch 1555 | loss: 0.0311547 | val_loss: 0.0311725 | Time: 2131.26 ms [2022-04-19 01:17:35 main:574] : INFO : Epoch 1556 | loss: 0.0311536 | val_loss: 0.0311736 | Time: 2149.65 ms [2022-04-19 01:17:37 main:574] : INFO : Epoch 1557 | loss: 0.0311548 | val_loss: 0.0311717 | Time: 2146.09 ms [2022-04-19 01:17:39 main:574] : INFO : Epoch 1558 | loss: 0.0311522 | val_loss: 0.0311693 | Time: 2151.3 ms [2022-04-19 01:17:41 main:574] : INFO : Epoch 1559 | loss: 0.0311517 | val_loss: 0.0311693 | Time: 2153.89 ms [2022-04-19 01:17:43 main:574] : INFO : Epoch 1560 | loss: 0.0311508 | val_loss: 0.0311694 | Time: 2156.46 ms [2022-04-19 01:17:46 main:574] : INFO : Epoch 1561 | loss: 0.0311508 | val_loss: 0.0311731 | Time: 2122.2 ms [2022-04-19 01:17:48 main:574] : INFO : Epoch 1562 | loss: 0.031149 | val_loss: 0.0311718 | Time: 2148.14 ms [2022-04-19 01:17:50 main:574] : INFO : Epoch 1563 | loss: 0.0311495 | val_loss: 0.0311731 | Time: 2154.48 ms [2022-04-19 01:17:52 main:574] : INFO : Epoch 1564 | loss: 0.0311518 | val_loss: 0.0311784 | Time: 2153.34 ms [2022-04-19 01:17:54 main:574] : INFO : Epoch 1565 | loss: 0.0311511 | val_loss: 0.031169 | Time: 2105 ms [2022-04-19 01:17:57 main:574] : INFO : Epoch 1566 | loss: 0.0311488 | val_loss: 0.0311737 | Time: 2143.46 ms [2022-04-19 01:17:59 main:574] : INFO : Epoch 1567 | loss: 0.0311468 | val_loss: 0.0311719 | Time: 2148.82 ms [2022-04-19 01:18:01 main:574] : INFO : Epoch 1568 | loss: 0.0311464 | val_loss: 0.0311724 | Time: 2170.02 ms [2022-04-19 01:18:03 main:574] : INFO : Epoch 1569 | loss: 0.0311485 | val_loss: 0.0311739 | Time: 2143.04 ms [2022-04-19 01:18:05 main:574] : INFO : Epoch 1570 | loss: 0.0311479 | val_loss: 0.0311697 | Time: 2107.76 ms [2022-04-19 01:18:08 main:574] : INFO : Epoch 1571 | loss: 0.031148 | val_loss: 0.0311696 | Time: 2131.71 ms [2022-04-19 01:18:10 main:574] : INFO : Epoch 1572 | loss: 0.031147 | val_loss: 0.0311729 | Time: 2134.72 ms [2022-04-19 01:18:12 main:574] : INFO : Epoch 1573 | loss: 0.0311455 | val_loss: 0.0311704 | Time: 2153.23 ms [2022-04-19 01:18:14 main:574] : INFO : Epoch 1574 | loss: 0.0311488 | val_loss: 0.0311753 | Time: 2142.67 ms [2022-04-19 01:18:16 main:574] : INFO : Epoch 1575 | loss: 0.0311467 | val_loss: 0.0311735 | Time: 2137.27 ms [2022-04-19 01:18:18 main:574] : INFO : Epoch 1576 | loss: 0.0311499 | val_loss: 0.0311733 | Time: 2164.22 ms [2022-04-19 01:18:21 main:574] : INFO : Epoch 1577 | loss: 0.0311554 | val_loss: 0.0311705 | Time: 2153.48 ms [2022-04-19 01:18:23 main:574] : INFO : Epoch 1578 | loss: 0.0311542 | val_loss: 0.0311677 | Time: 2118.41 ms [2022-04-19 01:18:25 main:574] : INFO : Epoch 1579 | loss: 0.0311531 | val_loss: 0.0311673 | Time: 2115.47 ms [2022-04-19 01:18:27 main:574] : INFO : Epoch 1580 | loss: 0.031152 | val_loss: 0.0311683 | Time: 2143.54 ms [2022-04-19 01:18:29 main:574] : INFO : Epoch 1581 | loss: 0.031153 | val_loss: 0.0311768 | Time: 2114.25 ms [2022-04-19 01:18:32 main:574] : INFO : Epoch 1582 | loss: 0.0311524 | val_loss: 0.0311694 | Time: 2120.14 ms [2022-04-19 01:18:34 main:574] : INFO : Epoch 1583 | loss: 0.0311494 | val_loss: 0.0311705 | Time: 2145.99 ms [2022-04-19 01:18:36 main:574] : INFO : Epoch 1584 | loss: 0.0311484 | val_loss: 0.0311694 | Time: 2142.74 ms [2022-04-19 01:18:38 main:574] : INFO : Epoch 1585 | loss: 0.0311497 | val_loss: 0.0311668 | Time: 2135.47 ms [2022-04-19 01:18:40 main:574] : INFO : Epoch 1586 | loss: 0.0311476 | val_loss: 0.0311657 | Time: 2141.52 ms [2022-04-19 01:18:43 main:574] : INFO : Epoch 1587 | loss: 0.0311485 | val_loss: 0.0311677 | Time: 2107.41 ms [2022-04-19 01:18:45 main:574] : INFO : Epoch 1588 | loss: 0.0311469 | val_loss: 0.0311708 | Time: 2173.22 ms [2022-04-19 01:18:47 main:574] : INFO : Epoch 1589 | loss: 0.0311477 | val_loss: 0.0311737 | Time: 2137.52 ms [2022-04-19 01:18:49 main:574] : INFO : Epoch 1590 | loss: 0.0311485 | val_loss: 0.0311664 | Time: 2141.34 ms [2022-04-19 01:18:51 main:574] : INFO : Epoch 1591 | loss: 0.0311471 | val_loss: 0.031168 | Time: 2092.19 ms [2022-04-19 01:18:53 main:574] : INFO : Epoch 1592 | loss: 0.0311503 | val_loss: 0.0311674 | Time: 2104.42 ms [2022-04-19 01:18:56 main:574] : INFO : Epoch 1593 | loss: 0.0311505 | val_loss: 0.0311674 | Time: 2109.17 ms [2022-04-19 01:18:58 main:574] : INFO : Epoch 1594 | loss: 0.0311516 | val_loss: 0.0311711 | Time: 2119.95 ms [2022-04-19 01:19:00 main:574] : INFO : Epoch 1595 | loss: 0.0311542 | val_loss: 0.0311685 | Time: 2106.37 ms [2022-04-19 01:19:02 main:574] : INFO : Epoch 1596 | loss: 0.0311535 | val_loss: 0.0311701 | Time: 2095.24 ms [2022-04-19 01:19:04 main:574] : INFO : Epoch 1597 | loss: 0.0311524 | val_loss: 0.0311702 | Time: 2131.86 ms [2022-04-19 01:19:07 main:574] : INFO : Epoch 1598 | loss: 0.0311591 | val_loss: 0.0311734 | Time: 2172.47 ms [2022-04-19 01:19:09 main:574] : INFO : Epoch 1599 | loss: 0.0311601 | val_loss: 0.0311732 | Time: 2187.89 ms [2022-04-19 01:19:11 main:574] : INFO : Epoch 1600 | loss: 0.0311585 | val_loss: 0.0311769 | Time: 2122.09 ms [2022-04-19 01:19:13 main:574] : INFO : Epoch 1601 | loss: 0.0311552 | val_loss: 0.0311732 | Time: 2113.53 ms [2022-04-19 01:19:15 main:574] : INFO : Epoch 1602 | loss: 0.0311531 | val_loss: 0.0311733 | Time: 2096.71 ms [2022-04-19 01:19:17 main:574] : INFO : Epoch 1603 | loss: 0.0311521 | val_loss: 0.0311725 | Time: 2134.19 ms [2022-04-19 01:19:20 main:574] : INFO : Epoch 1604 | loss: 0.0311536 | val_loss: 0.0311765 | Time: 2129.84 ms [2022-04-19 01:19:22 main:574] : INFO : Epoch 1605 | loss: 0.0311643 | val_loss: 0.0311747 | Time: 2115.16 ms [2022-04-19 01:19:24 main:574] : INFO : Epoch 1606 | loss: 0.0311653 | val_loss: 0.0311753 | Time: 2132.79 ms [2022-04-19 01:19:26 main:574] : INFO : Epoch 1607 | loss: 0.0311662 | val_loss: 0.0311773 | Time: 2302.37 ms [2022-04-19 01:19:29 main:574] : INFO : Epoch 1608 | loss: 0.0311644 | val_loss: 0.0311752 | Time: 2135.03 ms [2022-04-19 01:19:31 main:574] : INFO : Epoch 1609 | loss: 0.0311607 | val_loss: 0.0311755 | Time: 2121.89 ms [2022-04-19 01:19:33 main:574] : INFO : Epoch 1610 | loss: 0.0311589 | val_loss: 0.031174 | Time: 2116.21 ms [2022-04-19 01:19:35 main:574] : INFO : Epoch 1611 | loss: 0.0311594 | val_loss: 0.0311768 | Time: 2128.31 ms [2022-04-19 01:19:37 main:574] : INFO : Epoch 1612 | loss: 0.0311559 | val_loss: 0.0311756 | Time: 2157.25 ms [2022-04-19 01:19:40 main:574] : INFO : Epoch 1613 | loss: 0.0311566 | val_loss: 0.0311789 | Time: 2147.7 ms [2022-04-19 01:19:42 main:574] : INFO : Epoch 1614 | loss: 0.0311596 | val_loss: 0.031187 | Time: 2148.81 ms [2022-04-19 01:19:44 main:574] : INFO : Epoch 1615 | loss: 0.031161 | val_loss: 0.0311801 | Time: 2148.07 ms [2022-04-19 01:19:46 main:574] : INFO : Epoch 1616 | loss: 0.0311574 | val_loss: 0.0311807 | Time: 2095.52 ms [2022-04-19 01:19:48 main:574] : INFO : Epoch 1617 | loss: 0.031158 | val_loss: 0.0311804 | Time: 2134.28 ms [2022-04-19 01:19:51 main:574] : INFO : Epoch 1618 | loss: 0.0311581 | val_loss: 0.0311806 | Time: 2100.14 ms [2022-04-19 01:19:53 main:574] : INFO : Epoch 1619 | loss: 0.0311561 | val_loss: 0.0311773 | Time: 2116.69 ms [2022-04-19 01:19:55 main:574] : INFO : Epoch 1620 | loss: 0.0311534 | val_loss: 0.0311808 | Time: 2153.73 ms [2022-04-19 01:19:57 main:574] : INFO : Epoch 1621 | loss: 0.0311534 | val_loss: 0.0311788 | Time: 2143.15 ms [2022-04-19 01:19:59 main:574] : INFO : Epoch 1622 | loss: 0.0311542 | val_loss: 0.031179 | Time: 2147.77 ms [2022-04-19 01:20:01 main:574] : INFO : Epoch 1623 | loss: 0.0311546 | val_loss: 0.03118 | Time: 2140.24 ms [2022-04-19 01:20:04 main:574] : INFO : Epoch 1624 | loss: 0.031154 | val_loss: 0.0311783 | Time: 2157.52 ms [2022-04-19 01:20:06 main:574] : INFO : Epoch 1625 | loss: 0.0311532 | val_loss: 0.031177 | Time: 2134.86 ms [2022-04-19 01:20:08 main:574] : INFO : Epoch 1626 | loss: 0.0311519 | val_loss: 0.0311786 | Time: 2113.68 ms [2022-04-19 01:20:10 main:574] : INFO : Epoch 1627 | loss: 0.0311517 | val_loss: 0.0311759 | Time: 2148.39 ms [2022-04-19 01:20:12 main:574] : INFO : Epoch 1628 | loss: 0.0311519 | val_loss: 0.0311804 | Time: 2141.75 ms [2022-04-19 01:20:15 main:574] : INFO : Epoch 1629 | loss: 0.0311509 | val_loss: 0.0311777 | Time: 2142.74 ms [2022-04-19 01:20:17 main:574] : INFO : Epoch 1630 | loss: 0.0311522 | val_loss: 0.0311786 | Time: 2111.78 ms [2022-04-19 01:20:19 main:574] : INFO : Epoch 1631 | loss: 0.0311505 | val_loss: 0.0311769 | Time: 2121.51 ms [2022-04-19 01:20:21 main:574] : INFO : Epoch 1632 | loss: 0.0311519 | val_loss: 0.0311803 | Time: 2100.59 ms [2022-04-19 01:20:23 main:574] : INFO : Epoch 1633 | loss: 0.0311498 | val_loss: 0.0311779 | Time: 2117.93 ms [2022-04-19 01:20:25 main:574] : INFO : Epoch 1634 | loss: 0.0311514 | val_loss: 0.0311781 | Time: 2122.76 ms [2022-04-19 01:20:28 main:574] : INFO : Epoch 1635 | loss: 0.0311497 | val_loss: 0.0311779 | Time: 2162.57 ms [2022-04-19 01:20:30 main:574] : INFO : Epoch 1636 | loss: 0.0311526 | val_loss: 0.0311771 | Time: 2131.8 ms [2022-04-19 01:20:32 main:574] : INFO : Epoch 1637 | loss: 0.0311519 | val_loss: 0.0311816 | Time: 2156.59 ms [2022-04-19 01:20:34 main:574] : INFO : Epoch 1638 | loss: 0.0311528 | val_loss: 0.0311832 | Time: 2126.2 ms [2022-04-19 01:20:36 main:574] : INFO : Epoch 1639 | loss: 0.0311531 | val_loss: 0.0311803 | Time: 2166.69 ms [2022-04-19 01:20:39 main:574] : INFO : Epoch 1640 | loss: 0.0311506 | val_loss: 0.0311825 | Time: 2144.35 ms [2022-04-19 01:20:41 main:574] : INFO : Epoch 1641 | loss: 0.0311503 | val_loss: 0.0311781 | Time: 2159.71 ms [2022-04-19 01:20:43 main:574] : INFO : Epoch 1642 | loss: 0.0311521 | val_loss: 0.0311838 | Time: 2175.94 ms [2022-04-19 01:20:45 main:574] : INFO : Epoch 1643 | loss: 0.0311532 | val_loss: 0.0311825 | Time: 2096.59 ms [2022-04-19 01:20:47 main:574] : INFO : Epoch 1644 | loss: 0.0311501 | val_loss: 0.0311777 | Time: 2111.3 ms [2022-04-19 01:20:49 main:574] : INFO : Epoch 1645 | loss: 0.031149 | val_loss: 0.0311779 | Time: 2097.83 ms [2022-04-19 01:20:52 main:574] : INFO : Epoch 1646 | loss: 0.0311493 | val_loss: 0.0311858 | Time: 2090.73 ms [2022-04-19 01:20:54 main:574] : INFO : Epoch 1647 | loss: 0.0311489 | val_loss: 0.0311797 | Time: 2089.39 ms [2022-04-19 01:20:56 main:574] : INFO : Epoch 1648 | loss: 0.031149 | val_loss: 0.0311793 | Time: 2122.56 ms [2022-04-19 01:20:58 main:574] : INFO : Epoch 1649 | loss: 0.0311507 | val_loss: 0.0311778 | Time: 2137.88 ms [2022-04-19 01:21:00 main:574] : INFO : Epoch 1650 | loss: 0.0311502 | val_loss: 0.0311796 | Time: 2143.75 ms [2022-04-19 01:21:02 main:574] : INFO : Epoch 1651 | loss: 0.0311507 | val_loss: 0.0311755 | Time: 2165.02 ms [2022-04-19 01:21:05 main:574] : INFO : Epoch 1652 | loss: 0.0311514 | val_loss: 0.0311791 | Time: 2129.89 ms [2022-04-19 01:21:07 main:574] : INFO : Epoch 1653 | loss: 0.0311507 | val_loss: 0.0311853 | Time: 2149.32 ms [2022-04-19 01:21:09 main:574] : INFO : Epoch 1654 | loss: 0.0311491 | val_loss: 0.0311777 | Time: 2159.93 ms [2022-04-19 01:21:11 main:574] : INFO : Epoch 1655 | loss: 0.0311481 | val_loss: 0.0311744 | Time: 2277.46 ms [2022-04-19 01:21:14 main:574] : INFO : Epoch 1656 | loss: 0.0311475 | val_loss: 0.0311781 | Time: 2086.17 ms [2022-04-19 01:21:16 main:574] : INFO : Epoch 1657 | loss: 0.0311481 | val_loss: 0.0311782 | Time: 2160.24 ms [2022-04-19 01:21:18 main:574] : INFO : Epoch 1658 | loss: 0.03115 | val_loss: 0.0311832 | Time: 2161.82 ms [2022-04-19 01:21:20 main:574] : INFO : Epoch 1659 | loss: 0.0311517 | val_loss: 0.0311883 | Time: 2164.53 ms [2022-04-19 01:21:23 main:574] : INFO : Epoch 1660 | loss: 0.0326879 | val_loss: 0.0326843 | Time: 2137.82 ms [2022-04-19 01:21:25 main:574] : INFO : Epoch 1661 | loss: 0.0403242 | val_loss: 0.0375482 | Time: 2141.77 ms [2022-04-19 01:21:27 main:574] : INFO : Epoch 1662 | loss: 0.0328179 | val_loss: 0.0316219 | Time: 2176.15 ms [2022-04-19 01:21:29 main:574] : INFO : Epoch 1663 | loss: 0.0313753 | val_loss: 0.0312873 | Time: 2181.16 ms [2022-04-19 01:21:31 main:574] : INFO : Epoch 1664 | loss: 0.0312602 | val_loss: 0.0312373 | Time: 2109.42 ms [2022-04-19 01:21:34 main:574] : INFO : Epoch 1665 | loss: 0.0312219 | val_loss: 0.0312091 | Time: 2140.7 ms [2022-04-19 01:21:36 main:574] : INFO : Epoch 1666 | loss: 0.0312032 | val_loss: 0.0311929 | Time: 2134.57 ms [2022-04-19 01:21:38 main:574] : INFO : Epoch 1667 | loss: 0.0311901 | val_loss: 0.0311859 | Time: 2171.74 ms [2022-04-19 01:21:40 main:574] : INFO : Epoch 1668 | loss: 0.0311838 | val_loss: 0.0311807 | Time: 2157.71 ms [2022-04-19 01:21:42 main:574] : INFO : Epoch 1669 | loss: 0.0311814 | val_loss: 0.0311796 | Time: 2144.95 ms [2022-04-19 01:21:45 main:574] : INFO : Epoch 1670 | loss: 0.0311791 | val_loss: 0.0311781 | Time: 2149.98 ms [2022-04-19 01:21:47 main:574] : INFO : Epoch 1671 | loss: 0.0311775 | val_loss: 0.0311787 | Time: 2128.77 ms [2022-04-19 01:21:49 main:574] : INFO : Epoch 1672 | loss: 0.0311775 | val_loss: 0.0311793 | Time: 2161.27 ms [2022-04-19 01:21:51 main:574] : INFO : Epoch 1673 | loss: 0.0311768 | val_loss: 0.0311782 | Time: 2155.65 ms [2022-04-19 01:21:53 main:574] : INFO : Epoch 1674 | loss: 0.0311757 | val_loss: 0.0311781 | Time: 2126.84 ms [2022-04-19 01:21:56 main:574] : INFO : Epoch 1675 | loss: 0.0311756 | val_loss: 0.0311793 | Time: 2132.57 ms [2022-04-19 01:21:58 main:574] : INFO : Epoch 1676 | loss: 0.0311751 | val_loss: 0.0311799 | Time: 2142.12 ms [2022-04-19 01:22:00 main:574] : INFO : Epoch 1677 | loss: 0.0311749 | val_loss: 0.0311801 | Time: 2162.33 ms [2022-04-19 01:22:02 main:574] : INFO : Epoch 1678 | loss: 0.0311743 | val_loss: 0.0311807 | Time: 2149.71 ms [2022-04-19 01:22:04 main:574] : INFO : Epoch 1679 | loss: 0.0311741 | val_loss: 0.031181 | Time: 2153.96 ms [2022-04-19 01:22:07 main:574] : INFO : Epoch 1680 | loss: 0.0311739 | val_loss: 0.0311804 | Time: 2144.66 ms [2022-04-19 01:22:09 main:574] : INFO : Epoch 1681 | loss: 0.0311739 | val_loss: 0.0311805 | Time: 2146.25 ms [2022-04-19 01:22:11 main:574] : INFO : Epoch 1682 | loss: 0.0311733 | val_loss: 0.0311805 | Time: 2112.99 ms [2022-04-19 01:22:13 main:574] : INFO : Epoch 1683 | loss: 0.0311727 | val_loss: 0.0311807 | Time: 2150.03 ms [2022-04-19 01:22:15 main:574] : INFO : Epoch 1684 | loss: 0.0311719 | val_loss: 0.0311814 | Time: 2126.9 ms [2022-04-19 01:22:18 main:574] : INFO : Epoch 1685 | loss: 0.0311714 | val_loss: 0.0311802 | Time: 2124.52 ms [2022-04-19 01:22:20 main:574] : INFO : Epoch 1686 | loss: 0.0311719 | val_loss: 0.031179 | Time: 2249.42 ms [2022-04-19 01:22:22 main:574] : INFO : Epoch 1687 | loss: 0.0311715 | val_loss: 0.0311792 | Time: 2156.1 ms [2022-04-19 01:22:24 main:574] : INFO : Epoch 1688 | loss: 0.0311721 | val_loss: 0.0311799 | Time: 2143.5 ms [2022-04-19 01:22:27 main:574] : INFO : Epoch 1689 | loss: 0.0311716 | val_loss: 0.0311794 | Time: 2137.14 ms [2022-04-19 01:22:29 main:574] : INFO : Epoch 1690 | loss: 0.0311706 | val_loss: 0.03118 | Time: 2136.77 ms [2022-04-19 01:22:31 main:574] : INFO : Epoch 1691 | loss: 0.0311713 | val_loss: 0.0311798 | Time: 2139.99 ms [2022-04-19 01:22:33 main:574] : INFO : Epoch 1692 | loss: 0.0311708 | val_loss: 0.0311781 | Time: 2227.74 ms [2022-04-19 01:22:36 main:574] : INFO : Epoch 1693 | loss: 0.0311706 | val_loss: 0.0311785 | Time: 2138.79 ms [2022-04-19 01:22:38 main:574] : INFO : Epoch 1694 | loss: 0.0311709 | val_loss: 0.0311774 | Time: 2125.85 ms [2022-04-19 01:22:40 main:574] : INFO : Epoch 1695 | loss: 0.0311702 | val_loss: 0.0311774 | Time: 2135.05 ms [2022-04-19 01:22:42 main:574] : INFO : Epoch 1696 | loss: 0.0311697 | val_loss: 0.031177 | Time: 2142.2 ms [2022-04-19 01:22:45 main:574] : INFO : Epoch 1697 | loss: 0.0311684 | val_loss: 0.0311765 | Time: 2134.73 ms [2022-04-19 01:22:47 main:574] : INFO : Epoch 1698 | loss: 0.0311741 | val_loss: 0.0311771 | Time: 2132.15 ms [2022-04-19 01:22:49 main:574] : INFO : Epoch 1699 | loss: 0.0311745 | val_loss: 0.0311776 | Time: 2225.86 ms [2022-04-19 01:22:51 main:574] : INFO : Epoch 1700 | loss: 0.0311733 | val_loss: 0.0311801 | Time: 2150.72 ms [2022-04-19 01:22:54 main:574] : INFO : Epoch 1701 | loss: 0.0311723 | val_loss: 0.0311789 | Time: 2131.96 ms [2022-04-19 01:22:56 main:574] : INFO : Epoch 1702 | loss: 0.0311718 | val_loss: 0.0311771 | Time: 2152.77 ms [2022-04-19 01:22:58 main:574] : INFO : Epoch 1703 | loss: 0.0311709 | val_loss: 0.0311756 | Time: 2124.6 ms [2022-04-19 01:23:00 main:574] : INFO : Epoch 1704 | loss: 0.0311713 | val_loss: 0.0311747 | Time: 2286.56 ms [2022-04-19 01:23:03 main:574] : INFO : Epoch 1705 | loss: 0.0311721 | val_loss: 0.0311771 | Time: 2151.19 ms [2022-04-19 01:23:05 main:574] : INFO : Epoch 1706 | loss: 0.0311716 | val_loss: 0.0311775 | Time: 2185.9 ms [2022-04-19 01:23:07 main:574] : INFO : Epoch 1707 | loss: 0.0311712 | val_loss: 0.0311788 | Time: 2146.21 ms [2022-04-19 01:23:09 main:574] : INFO : Epoch 1708 | loss: 0.0311692 | val_loss: 0.0311765 | Time: 2191.18 ms [2022-04-19 01:23:12 main:574] : INFO : Epoch 1709 | loss: 0.0311687 | val_loss: 0.0311773 | Time: 2139.36 ms [2022-04-19 01:23:14 main:574] : INFO : Epoch 1710 | loss: 0.0311698 | val_loss: 0.0311779 | Time: 2169.71 ms [2022-04-19 01:23:16 main:574] : INFO : Epoch 1711 | loss: 0.0311749 | val_loss: 0.0311796 | Time: 2164.56 ms [2022-04-19 01:23:18 main:574] : INFO : Epoch 1712 | loss: 0.0311744 | val_loss: 0.0311779 | Time: 2172.19 ms [2022-04-19 01:23:21 main:574] : INFO : Epoch 1713 | loss: 0.0311747 | val_loss: 0.0311754 | Time: 2135.45 ms [2022-04-19 01:23:23 main:574] : INFO : Epoch 1714 | loss: 0.0311726 | val_loss: 0.0311753 | Time: 2158.81 ms [2022-04-19 01:23:25 main:574] : INFO : Epoch 1715 | loss: 0.031171 | val_loss: 0.0311759 | Time: 2156.17 ms [2022-04-19 01:23:27 main:574] : INFO : Epoch 1716 | loss: 0.0311703 | val_loss: 0.0311757 | Time: 2150.69 ms [2022-04-19 01:23:30 main:574] : INFO : Epoch 1717 | loss: 0.0311698 | val_loss: 0.0311753 | Time: 2187.6 ms [2022-04-19 01:23:32 main:574] : INFO : Epoch 1718 | loss: 0.0311705 | val_loss: 0.0311761 | Time: 2147.64 ms [2022-04-19 01:23:34 main:574] : INFO : Epoch 1719 | loss: 0.0311698 | val_loss: 0.0311781 | Time: 2156.87 ms [2022-04-19 01:23:36 main:574] : INFO : Epoch 1720 | loss: 0.0311726 | val_loss: 0.031177 | Time: 2142.07 ms [2022-04-19 01:23:38 main:574] : INFO : Epoch 1721 | loss: 0.0311714 | val_loss: 0.0311776 | Time: 2178.75 ms [2022-04-19 01:23:41 main:574] : INFO : Epoch 1722 | loss: 0.0311709 | val_loss: 0.0311737 | Time: 2167.5 ms [2022-04-19 01:23:43 main:574] : INFO : Epoch 1723 | loss: 0.0311688 | val_loss: 0.0311741 | Time: 2152.84 ms [2022-04-19 01:23:45 main:574] : INFO : Epoch 1724 | loss: 0.0311684 | val_loss: 0.0311739 | Time: 2138.9 ms [2022-04-19 01:23:47 main:574] : INFO : Epoch 1725 | loss: 0.0311676 | val_loss: 0.0311731 | Time: 2139.23 ms [2022-04-19 01:23:50 main:574] : INFO : Epoch 1726 | loss: 0.0311667 | val_loss: 0.0311734 | Time: 2146.78 ms [2022-04-19 01:23:52 main:574] : INFO : Epoch 1727 | loss: 0.0311677 | val_loss: 0.031174 | Time: 2212.35 ms [2022-04-19 01:23:54 main:574] : INFO : Epoch 1728 | loss: 0.0311663 | val_loss: 0.0311747 | Time: 2145.93 ms [2022-04-19 01:23:56 main:574] : INFO : Epoch 1729 | loss: 0.0311678 | val_loss: 0.0311732 | Time: 2151.88 ms [2022-04-19 01:23:59 main:574] : INFO : Epoch 1730 | loss: 0.0311687 | val_loss: 0.031171 | Time: 2145.37 ms [2022-04-19 01:24:01 main:574] : INFO : Epoch 1731 | loss: 0.0311683 | val_loss: 0.0311735 | Time: 2155.92 ms [2022-04-19 01:24:03 main:574] : INFO : Epoch 1732 | loss: 0.0311674 | val_loss: 0.0311752 | Time: 2159.99 ms [2022-04-19 01:24:05 main:574] : INFO : Epoch 1733 | loss: 0.0311666 | val_loss: 0.0311759 | Time: 2122.05 ms [2022-04-19 01:24:07 main:574] : INFO : Epoch 1734 | loss: 0.0311683 | val_loss: 0.0311763 | Time: 2271.46 ms [2022-04-19 01:24:10 main:574] : INFO : Epoch 1735 | loss: 0.0311679 | val_loss: 0.0311734 | Time: 2159.18 ms [2022-04-19 01:24:12 main:574] : INFO : Epoch 1736 | loss: 0.0311689 | val_loss: 0.0311746 | Time: 2151.75 ms [2022-04-19 01:24:14 main:574] : INFO : Epoch 1737 | loss: 0.0311695 | val_loss: 0.0311751 | Time: 2143.84 ms [2022-04-19 01:24:17 main:574] : INFO : Epoch 1738 | loss: 0.0311688 | val_loss: 0.0311736 | Time: 2132.73 ms [2022-04-19 01:24:19 main:574] : INFO : Epoch 1739 | loss: 0.0311677 | val_loss: 0.0311731 | Time: 2159.54 ms [2022-04-19 01:24:21 main:574] : INFO : Epoch 1740 | loss: 0.0311668 | val_loss: 0.0311732 | Time: 2104.14 ms [2022-04-19 01:24:23 main:574] : INFO : Epoch 1741 | loss: 0.0311666 | val_loss: 0.0311742 | Time: 2149.92 ms [2022-04-19 01:24:25 main:574] : INFO : Epoch 1742 | loss: 0.0311677 | val_loss: 0.0311742 | Time: 2121.89 ms [2022-04-19 01:24:27 main:574] : INFO : Epoch 1743 | loss: 0.0311685 | val_loss: 0.0311747 | Time: 2153.95 ms [2022-04-19 01:24:30 main:574] : INFO : Epoch 1744 | loss: 0.0311682 | val_loss: 0.0311742 | Time: 2136.03 ms [2022-04-19 01:24:32 main:574] : INFO : Epoch 1745 | loss: 0.0311668 | val_loss: 0.0311715 | Time: 2129.14 ms [2022-04-19 01:24:34 main:574] : INFO : Epoch 1746 | loss: 0.0311663 | val_loss: 0.0311758 | Time: 2213.85 ms [2022-04-19 01:24:36 main:574] : INFO : Epoch 1747 | loss: 0.0311652 | val_loss: 0.0311744 | Time: 2161.15 ms [2022-04-19 01:24:39 main:574] : INFO : Epoch 1748 | loss: 0.031165 | val_loss: 0.0311741 | Time: 2114.95 ms [2022-04-19 01:24:41 main:574] : INFO : Epoch 1749 | loss: 0.031166 | val_loss: 0.0311734 | Time: 2115.51 ms [2022-04-19 01:24:43 main:574] : INFO : Epoch 1750 | loss: 0.0311656 | val_loss: 0.0311746 | Time: 2221.84 ms [2022-04-19 01:24:45 main:574] : INFO : Epoch 1751 | loss: 0.0311649 | val_loss: 0.0311722 | Time: 2129.77 ms [2022-04-19 01:24:47 main:574] : INFO : Epoch 1752 | loss: 0.0311649 | val_loss: 0.0311727 | Time: 2131.85 ms [2022-04-19 01:24:50 main:574] : INFO : Epoch 1753 | loss: 0.0311644 | val_loss: 0.0311748 | Time: 2085.17 ms [2022-04-19 01:24:52 main:574] : INFO : Epoch 1754 | loss: 0.0311638 | val_loss: 0.0311737 | Time: 2099.69 ms [2022-04-19 01:24:54 main:574] : INFO : Epoch 1755 | loss: 0.0311642 | val_loss: 0.0311741 | Time: 2135.76 ms [2022-04-19 01:24:56 main:574] : INFO : Epoch 1756 | loss: 0.031165 | val_loss: 0.0311748 | Time: 2096.3 ms [2022-04-19 01:24:58 main:574] : INFO : Epoch 1757 | loss: 0.0311636 | val_loss: 0.0311759 | Time: 2114.18 ms [2022-04-19 01:25:00 main:574] : INFO : Epoch 1758 | loss: 0.0311632 | val_loss: 0.0311765 | Time: 2215.94 ms [2022-04-19 01:25:03 main:574] : INFO : Epoch 1759 | loss: 0.0311641 | val_loss: 0.0311755 | Time: 2154.03 ms [2022-04-19 01:25:05 main:574] : INFO : Epoch 1760 | loss: 0.0311666 | val_loss: 0.0311749 | Time: 2080.57 ms [2022-04-19 01:25:07 main:574] : INFO : Epoch 1761 | loss: 0.0311652 | val_loss: 0.0311735 | Time: 2132.02 ms [2022-04-19 01:25:09 main:574] : INFO : Epoch 1762 | loss: 0.0311658 | val_loss: 0.0311752 | Time: 2141.68 ms [2022-04-19 01:25:11 main:574] : INFO : Epoch 1763 | loss: 0.0311642 | val_loss: 0.0311769 | Time: 2284.39 ms [2022-04-19 01:25:14 main:574] : INFO : Epoch 1764 | loss: 0.0311642 | val_loss: 0.0311765 | Time: 2134.23 ms [2022-04-19 01:25:16 main:574] : INFO : Epoch 1765 | loss: 0.0311642 | val_loss: 0.031176 | Time: 2129.3 ms [2022-04-19 01:25:18 main:574] : INFO : Epoch 1766 | loss: 0.0311622 | val_loss: 0.0311743 | Time: 2145.16 ms [2022-04-19 01:25:20 main:574] : INFO : Epoch 1767 | loss: 0.031164 | val_loss: 0.0311743 | Time: 2106.64 ms [2022-04-19 01:25:22 main:574] : INFO : Epoch 1768 | loss: 0.0311648 | val_loss: 0.0311755 | Time: 2104.14 ms [2022-04-19 01:25:25 main:574] : INFO : Epoch 1769 | loss: 0.0311635 | val_loss: 0.0311751 | Time: 2149.54 ms [2022-04-19 01:25:27 main:574] : INFO : Epoch 1770 | loss: 0.0311633 | val_loss: 0.0311744 | Time: 2115.87 ms [2022-04-19 01:25:29 main:574] : INFO : Epoch 1771 | loss: 0.0311643 | val_loss: 0.0311747 | Time: 2141.29 ms [2022-04-19 01:25:31 main:574] : INFO : Epoch 1772 | loss: 0.0311657 | val_loss: 0.0311716 | Time: 2144.19 ms [2022-04-19 01:25:33 main:574] : INFO : Epoch 1773 | loss: 0.0311659 | val_loss: 0.0311719 | Time: 2097.39 ms [2022-04-19 01:25:35 main:574] : INFO : Epoch 1774 | loss: 0.0311643 | val_loss: 0.0311715 | Time: 2123.45 ms [2022-04-19 01:25:38 main:574] : INFO : Epoch 1775 | loss: 0.0311634 | val_loss: 0.0311756 | Time: 2150.31 ms [2022-04-19 01:25:40 main:574] : INFO : Epoch 1776 | loss: 0.031163 | val_loss: 0.0311752 | Time: 2151.15 ms [2022-04-19 01:25:42 main:574] : INFO : Epoch 1777 | loss: 0.0311614 | val_loss: 0.0311747 | Time: 2123.12 ms [2022-04-19 01:25:44 main:574] : INFO : Epoch 1778 | loss: 0.0311612 | val_loss: 0.0311747 | Time: 2117.9 ms [2022-04-19 01:25:46 main:574] : INFO : Epoch 1779 | loss: 0.0311618 | val_loss: 0.0311754 | Time: 2086.7 ms [2022-04-19 01:25:49 main:574] : INFO : Epoch 1780 | loss: 0.0311623 | val_loss: 0.0311765 | Time: 2156.13 ms [2022-04-19 01:25:51 main:574] : INFO : Epoch 1781 | loss: 0.0311625 | val_loss: 0.0311728 | Time: 2125.94 ms [2022-04-19 01:25:53 main:574] : INFO : Epoch 1782 | loss: 0.031162 | val_loss: 0.0311751 | Time: 2109.17 ms [2022-04-19 01:25:55 main:574] : INFO : Epoch 1783 | loss: 0.0311625 | val_loss: 0.0311768 | Time: 2145 ms [2022-04-19 01:25:57 main:574] : INFO : Epoch 1784 | loss: 0.0311608 | val_loss: 0.0311737 | Time: 2124.03 ms [2022-04-19 01:25:59 main:574] : INFO : Epoch 1785 | loss: 0.0311602 | val_loss: 0.0311766 | Time: 2114 ms [2022-04-19 01:26:02 main:574] : INFO : Epoch 1786 | loss: 0.0311598 | val_loss: 0.0311768 | Time: 2146.4 ms [2022-04-19 01:26:04 main:574] : INFO : Epoch 1787 | loss: 0.0311613 | val_loss: 0.0311769 | Time: 2152.19 ms [2022-04-19 01:26:06 main:574] : INFO : Epoch 1788 | loss: 0.0311597 | val_loss: 0.031178 | Time: 2081.3 ms [2022-04-19 01:26:08 main:574] : INFO : Epoch 1789 | loss: 0.0311608 | val_loss: 0.0311769 | Time: 2128.19 ms [2022-04-19 01:26:10 main:574] : INFO : Epoch 1790 | loss: 0.0311599 | val_loss: 0.0311767 | Time: 2088.81 ms [2022-04-19 01:26:12 main:574] : INFO : Epoch 1791 | loss: 0.0311616 | val_loss: 0.0311754 | Time: 2114.89 ms [2022-04-19 01:26:15 main:574] : INFO : Epoch 1792 | loss: 0.0311609 | val_loss: 0.0311727 | Time: 2115.75 ms [2022-04-19 01:26:17 main:574] : INFO : Epoch 1793 | loss: 0.0311645 | val_loss: 0.0311741 | Time: 2123.39 ms [2022-04-19 01:26:19 main:574] : INFO : Epoch 1794 | loss: 0.0311645 | val_loss: 0.031176 | Time: 2113.11 ms [2022-04-19 01:26:21 main:574] : INFO : Epoch 1795 | loss: 0.0311643 | val_loss: 0.0311746 | Time: 2121.11 ms [2022-04-19 01:26:23 main:574] : INFO : Epoch 1796 | loss: 0.0311619 | val_loss: 0.0311738 | Time: 2130.05 ms [2022-04-19 01:26:25 main:574] : INFO : Epoch 1797 | loss: 0.0311607 | val_loss: 0.0311736 | Time: 2116.81 ms [2022-04-19 01:26:28 main:574] : INFO : Epoch 1798 | loss: 0.0311656 | val_loss: 0.0311774 | Time: 2117.96 ms [2022-04-19 01:26:30 main:574] : INFO : Epoch 1799 | loss: 0.031166 | val_loss: 0.0311761 | Time: 2118.53 ms [2022-04-19 01:26:32 main:574] : INFO : Epoch 1800 | loss: 0.0311647 | val_loss: 0.0311756 | Time: 2128.9 ms [2022-04-19 01:26:34 main:574] : INFO : Epoch 1801 | loss: 0.0311636 | val_loss: 0.0311755 | Time: 2132.29 ms [2022-04-19 01:26:36 main:574] : INFO : Epoch 1802 | loss: 0.0311624 | val_loss: 0.0311753 | Time: 2103.79 ms [2022-04-19 01:26:39 main:574] : INFO : Epoch 1803 | loss: 0.0311616 | val_loss: 0.0311752 | Time: 2141.75 ms [2022-04-19 01:26:41 main:574] : INFO : Epoch 1804 | loss: 0.0311616 | val_loss: 0.0311773 | Time: 2227.54 ms [2022-04-19 01:26:43 main:574] : INFO : Epoch 1805 | loss: 0.0311624 | val_loss: 0.0311793 | Time: 2138.76 ms [2022-04-19 01:26:45 main:574] : INFO : Epoch 1806 | loss: 0.0311623 | val_loss: 0.031174 | Time: 2160.78 ms [2022-04-19 01:26:48 main:574] : INFO : Epoch 1807 | loss: 0.0311633 | val_loss: 0.0311749 | Time: 2178.31 ms [2022-04-19 01:26:50 main:574] : INFO : Epoch 1808 | loss: 0.0311621 | val_loss: 0.0311765 | Time: 2171.08 ms [2022-04-19 01:26:52 main:574] : INFO : Epoch 1809 | loss: 0.0311617 | val_loss: 0.031178 | Time: 2139.18 ms [2022-04-19 01:26:54 main:574] : INFO : Epoch 1810 | loss: 0.0311614 | val_loss: 0.0311757 | Time: 2130.24 ms [2022-04-19 01:26:56 main:574] : INFO : Epoch 1811 | loss: 0.0311601 | val_loss: 0.0311761 | Time: 2133.33 ms [2022-04-19 01:26:59 main:574] : INFO : Epoch 1812 | loss: 0.0311601 | val_loss: 0.0311778 | Time: 2156.3 ms [2022-04-19 01:27:01 main:574] : INFO : Epoch 1813 | loss: 0.0311611 | val_loss: 0.0311785 | Time: 2101.36 ms [2022-04-19 01:27:03 main:574] : INFO : Epoch 1814 | loss: 0.0311603 | val_loss: 0.0311735 | Time: 2159.31 ms [2022-04-19 01:27:05 main:574] : INFO : Epoch 1815 | loss: 0.03116 | val_loss: 0.0311745 | Time: 2122.21 ms [2022-04-19 01:27:07 main:574] : INFO : Epoch 1816 | loss: 0.0311592 | val_loss: 0.0311754 | Time: 2155.14 ms [2022-04-19 01:27:09 main:574] : INFO : Epoch 1817 | loss: 0.0311588 | val_loss: 0.0311743 | Time: 2164.49 ms [2022-04-19 01:27:12 main:574] : INFO : Epoch 1818 | loss: 0.0311603 | val_loss: 0.0311744 | Time: 2180.78 ms [2022-04-19 01:27:14 main:574] : INFO : Epoch 1819 | loss: 0.0311593 | val_loss: 0.0311743 | Time: 2150.95 ms [2022-04-19 01:27:16 main:574] : INFO : Epoch 1820 | loss: 0.0311584 | val_loss: 0.0311755 | Time: 2129.26 ms [2022-04-19 01:27:18 main:574] : INFO : Epoch 1821 | loss: 0.0311599 | val_loss: 0.0311769 | Time: 2152.75 ms [2022-04-19 01:27:21 main:574] : INFO : Epoch 1822 | loss: 0.0311624 | val_loss: 0.0311734 | Time: 2187.88 ms [2022-04-19 01:27:23 main:574] : INFO : Epoch 1823 | loss: 0.0311602 | val_loss: 0.0311785 | Time: 2111.99 ms [2022-04-19 01:27:25 main:574] : INFO : Epoch 1824 | loss: 0.0311599 | val_loss: 0.0311735 | Time: 2157.53 ms [2022-04-19 01:27:27 main:574] : INFO : Epoch 1825 | loss: 0.0311586 | val_loss: 0.0311772 | Time: 2154.52 ms [2022-04-19 01:27:29 main:574] : INFO : Epoch 1826 | loss: 0.0311586 | val_loss: 0.0311714 | Time: 2147.58 ms [2022-04-19 01:27:32 main:574] : INFO : Epoch 1827 | loss: 0.0311584 | val_loss: 0.0311745 | Time: 2148.85 ms [2022-04-19 01:27:34 main:574] : INFO : Epoch 1828 | loss: 0.031159 | val_loss: 0.031175 | Time: 2162.64 ms [2022-04-19 01:27:36 main:574] : INFO : Epoch 1829 | loss: 0.0311614 | val_loss: 0.0311723 | Time: 2153.88 ms [2022-04-19 01:27:38 main:574] : INFO : Epoch 1830 | loss: 0.0311595 | val_loss: 0.0311742 | Time: 2229.46 ms [2022-04-19 01:27:41 main:574] : INFO : Epoch 1831 | loss: 0.0311586 | val_loss: 0.0311732 | Time: 2155.77 ms [2022-04-19 01:27:43 main:574] : INFO : Epoch 1832 | loss: 0.0311567 | val_loss: 0.0311731 | Time: 2124.85 ms [2022-04-19 01:27:45 main:574] : INFO : Epoch 1833 | loss: 0.0311563 | val_loss: 0.0311737 | Time: 2115.86 ms [2022-04-19 01:27:48 main:574] : INFO : Epoch 1834 | loss: 0.0311579 | val_loss: 0.0311742 | Time: 2222.64 ms [2022-04-19 01:27:50 main:574] : INFO : Epoch 1835 | loss: 0.0311566 | val_loss: 0.031172 | Time: 2149.22 ms [2022-04-19 01:27:52 main:574] : INFO : Epoch 1836 | loss: 0.0311584 | val_loss: 0.0311795 | Time: 2311.65 ms [2022-04-19 01:27:55 main:574] : INFO : Epoch 1837 | loss: 0.0311578 | val_loss: 0.0311738 | Time: 2107.8 ms [2022-04-19 01:27:57 main:574] : INFO : Epoch 1838 | loss: 0.0311565 | val_loss: 0.0311765 | Time: 2124.45 ms [2022-04-19 01:27:59 main:574] : INFO : Epoch 1839 | loss: 0.0311564 | val_loss: 0.0311766 | Time: 2117.91 ms [2022-04-19 01:28:01 main:574] : INFO : Epoch 1840 | loss: 0.0311557 | val_loss: 0.0311733 | Time: 2152 ms [2022-04-19 01:28:03 main:574] : INFO : Epoch 1841 | loss: 0.0311551 | val_loss: 0.0311744 | Time: 2171.96 ms [2022-04-19 01:28:06 main:574] : INFO : Epoch 1842 | loss: 0.0311573 | val_loss: 0.0311736 | Time: 2129.08 ms [2022-04-19 01:28:08 main:574] : INFO : Epoch 1843 | loss: 0.0311566 | val_loss: 0.0311741 | Time: 2151.64 ms [2022-04-19 01:28:10 main:574] : INFO : Epoch 1844 | loss: 0.0311554 | val_loss: 0.0311757 | Time: 2166.35 ms [2022-04-19 01:28:12 main:574] : INFO : Epoch 1845 | loss: 0.0311557 | val_loss: 0.0311741 | Time: 2144.41 ms [2022-04-19 01:28:14 main:574] : INFO : Epoch 1846 | loss: 0.0311555 | val_loss: 0.0311725 | Time: 2138.08 ms [2022-04-19 01:28:17 main:574] : INFO : Epoch 1847 | loss: 0.0311574 | val_loss: 0.031172 | Time: 2119.48 ms [2022-04-19 01:28:19 main:574] : INFO : Epoch 1848 | loss: 0.0311572 | val_loss: 0.0311705 | Time: 2109.71 ms [2022-04-19 01:28:21 main:574] : INFO : Epoch 1849 | loss: 0.0311576 | val_loss: 0.0311749 | Time: 2124.03 ms [2022-04-19 01:28:23 main:574] : INFO : Epoch 1850 | loss: 0.0311596 | val_loss: 0.03117 | Time: 2132.42 ms [2022-04-19 01:28:25 main:574] : INFO : Epoch 1851 | loss: 0.0311589 | val_loss: 0.0311751 | Time: 2160.33 ms [2022-04-19 01:28:28 main:574] : INFO : Epoch 1852 | loss: 0.0311566 | val_loss: 0.0311751 | Time: 2146.21 ms [2022-04-19 01:28:30 main:574] : INFO : Epoch 1853 | loss: 0.031155 | val_loss: 0.031175 | Time: 2152.71 ms [2022-04-19 01:28:32 main:574] : INFO : Epoch 1854 | loss: 0.0311565 | val_loss: 0.0311717 | Time: 2134.71 ms [2022-04-19 01:28:34 main:574] : INFO : Epoch 1855 | loss: 0.0311579 | val_loss: 0.0311722 | Time: 2159.2 ms [2022-04-19 01:28:36 main:574] : INFO : Epoch 1856 | loss: 0.0311583 | val_loss: 0.0311708 | Time: 2132.75 ms [2022-04-19 01:28:39 main:574] : INFO : Epoch 1857 | loss: 0.0311598 | val_loss: 0.0311672 | Time: 2155.19 ms [2022-04-19 01:28:41 main:574] : INFO : Epoch 1858 | loss: 0.0311614 | val_loss: 0.0311687 | Time: 2136.41 ms [2022-04-19 01:28:43 main:574] : INFO : Epoch 1859 | loss: 0.0311605 | val_loss: 0.0311693 | Time: 2166.79 ms [2022-04-19 01:28:45 main:574] : INFO : Epoch 1860 | loss: 0.031163 | val_loss: 0.031175 | Time: 2153.02 ms [2022-04-19 01:28:47 main:574] : INFO : Epoch 1861 | loss: 0.031173 | val_loss: 0.0311742 | Time: 2158.74 ms [2022-04-19 01:28:50 main:574] : INFO : Epoch 1862 | loss: 0.0311737 | val_loss: 0.0311724 | Time: 2160.91 ms [2022-04-19 01:28:52 main:574] : INFO : Epoch 1863 | loss: 0.0311696 | val_loss: 0.031171 | Time: 2176.02 ms [2022-04-19 01:28:54 main:574] : INFO : Epoch 1864 | loss: 0.0311677 | val_loss: 0.0311726 | Time: 2114.61 ms [2022-04-19 01:28:56 main:574] : INFO : Epoch 1865 | loss: 0.0311658 | val_loss: 0.0311754 | Time: 2135.98 ms [2022-04-19 01:28:58 main:574] : INFO : Epoch 1866 | loss: 0.031166 | val_loss: 0.0311732 | Time: 2116.37 ms [2022-04-19 01:29:01 main:574] : INFO : Epoch 1867 | loss: 0.0311646 | val_loss: 0.0311728 | Time: 2143.35 ms [2022-04-19 01:29:03 main:574] : INFO : Epoch 1868 | loss: 0.0311636 | val_loss: 0.031175 | Time: 2201.72 ms [2022-04-19 01:29:05 main:574] : INFO : Epoch 1869 | loss: 0.0311654 | val_loss: 0.0311792 | Time: 2220 ms [2022-04-19 01:29:08 main:574] : INFO : Epoch 1870 | loss: 0.031169 | val_loss: 0.0311758 | Time: 2132.07 ms [2022-04-19 01:29:10 main:574] : INFO : Epoch 1871 | loss: 0.0311652 | val_loss: 0.0311772 | Time: 2135.66 ms [2022-04-19 01:29:12 main:574] : INFO : Epoch 1872 | loss: 0.0311635 | val_loss: 0.0311734 | Time: 2149.89 ms [2022-04-19 01:29:14 main:574] : INFO : Epoch 1873 | loss: 0.0311618 | val_loss: 0.0311773 | Time: 2131.61 ms [2022-04-19 01:29:16 main:574] : INFO : Epoch 1874 | loss: 0.0311653 | val_loss: 0.0311759 | Time: 2132.83 ms [2022-04-19 01:29:19 main:574] : INFO : Epoch 1875 | loss: 0.0311647 | val_loss: 0.0311737 | Time: 2075.71 ms [2022-04-19 01:29:21 main:574] : INFO : Epoch 1876 | loss: 0.0311629 | val_loss: 0.031178 | Time: 2180.5 ms [2022-04-19 01:29:23 main:574] : INFO : Epoch 1877 | loss: 0.0311621 | val_loss: 0.0311802 | Time: 2119.63 ms [2022-04-19 01:29:25 main:574] : INFO : Epoch 1878 | loss: 0.0311654 | val_loss: 0.0311757 | Time: 2141.86 ms [2022-04-19 01:29:27 main:574] : INFO : Epoch 1879 | loss: 0.0311652 | val_loss: 0.0311773 | Time: 2145.62 ms [2022-04-19 01:29:30 main:574] : INFO : Epoch 1880 | loss: 0.0311679 | val_loss: 0.0311804 | Time: 2162.44 ms [2022-04-19 01:29:32 main:574] : INFO : Epoch 1881 | loss: 0.0311676 | val_loss: 0.0311747 | Time: 2139.54 ms [2022-04-19 01:29:34 main:574] : INFO : Epoch 1882 | loss: 0.0311693 | val_loss: 0.0311743 | Time: 2119.65 ms [2022-04-19 01:29:36 main:574] : INFO : Epoch 1883 | loss: 0.0311711 | val_loss: 0.0311739 | Time: 2138.95 ms [2022-04-19 01:29:38 main:574] : INFO : Epoch 1884 | loss: 0.0311673 | val_loss: 0.0311707 | Time: 2140.97 ms [2022-04-19 01:29:40 main:574] : INFO : Epoch 1885 | loss: 0.0311661 | val_loss: 0.03117 | Time: 2120.74 ms [2022-04-19 01:29:43 main:574] : INFO : Epoch 1886 | loss: 0.031164 | val_loss: 0.0311733 | Time: 2141.84 ms [2022-04-19 01:29:45 main:574] : INFO : Epoch 1887 | loss: 0.0311633 | val_loss: 0.031176 | Time: 2103.89 ms [2022-04-19 01:29:47 main:574] : INFO : Epoch 1888 | loss: 0.0311638 | val_loss: 0.031174 | Time: 2110.74 ms [2022-04-19 01:29:49 main:574] : INFO : Epoch 1889 | loss: 0.0311614 | val_loss: 0.0311744 | Time: 2090.85 ms [2022-04-19 01:29:51 main:574] : INFO : Epoch 1890 | loss: 0.0311619 | val_loss: 0.0311728 | Time: 2098.42 ms [2022-04-19 01:29:53 main:574] : INFO : Epoch 1891 | loss: 0.0311629 | val_loss: 0.0311778 | Time: 2104.21 ms [2022-04-19 01:29:56 main:574] : INFO : Epoch 1892 | loss: 0.0311624 | val_loss: 0.0311737 | Time: 2143.38 ms [2022-04-19 01:29:58 main:574] : INFO : Epoch 1893 | loss: 0.0311608 | val_loss: 0.0311766 | Time: 2136.57 ms [2022-04-19 01:30:00 main:574] : INFO : Epoch 1894 | loss: 0.0311629 | val_loss: 0.0311757 | Time: 2176.75 ms [2022-04-19 01:30:02 main:574] : INFO : Epoch 1895 | loss: 0.0311624 | val_loss: 0.0311773 | Time: 2148.66 ms [2022-04-19 01:30:04 main:574] : INFO : Epoch 1896 | loss: 0.0311617 | val_loss: 0.0311758 | Time: 2117.86 ms [2022-04-19 01:30:07 main:574] : INFO : Epoch 1897 | loss: 0.0311599 | val_loss: 0.0311732 | Time: 2120.84 ms [2022-04-19 01:30:09 main:574] : INFO : Epoch 1898 | loss: 0.0311608 | val_loss: 0.0311753 | Time: 2143.38 ms [2022-04-19 01:30:11 main:574] : INFO : Epoch 1899 | loss: 0.0311606 | val_loss: 0.0311774 | Time: 2158.52 ms [2022-04-19 01:30:13 main:574] : INFO : Epoch 1900 | loss: 0.03116 | val_loss: 0.031177 | Time: 2134.32 ms [2022-04-19 01:30:16 main:574] : INFO : Epoch 1901 | loss: 0.0311781 | val_loss: 0.0311812 | Time: 2309.6 ms [2022-04-19 01:30:18 main:574] : INFO : Epoch 1902 | loss: 0.0311772 | val_loss: 0.0311791 | Time: 2147.28 ms [2022-04-19 01:30:20 main:574] : INFO : Epoch 1903 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 2127.36 ms [2022-04-19 01:30:23 main:574] : INFO : Epoch 1904 | loss: 0.0311743 | val_loss: 0.0311776 | Time: 2111.02 ms [2022-04-19 01:30:25 main:574] : INFO : Epoch 1905 | loss: 0.0311711 | val_loss: 0.0311788 | Time: 2115.64 ms [2022-04-19 01:30:27 main:574] : INFO : Epoch 1906 | loss: 0.0311695 | val_loss: 0.0311799 | Time: 2215.67 ms [2022-04-19 01:30:29 main:574] : INFO : Epoch 1907 | loss: 0.0311681 | val_loss: 0.0311781 | Time: 2130.47 ms [2022-04-19 01:30:31 main:574] : INFO : Epoch 1908 | loss: 0.0311693 | val_loss: 0.0311798 | Time: 2136.86 ms [2022-04-19 01:30:34 main:574] : INFO : Epoch 1909 | loss: 0.031174 | val_loss: 0.0311826 | Time: 2149.76 ms [2022-04-19 01:30:36 main:574] : INFO : Epoch 1910 | loss: 0.0311734 | val_loss: 0.0311802 | Time: 2142.68 ms [2022-04-19 01:30:38 main:574] : INFO : Epoch 1911 | loss: 0.0311717 | val_loss: 0.0311782 | Time: 2134.02 ms [2022-04-19 01:30:40 main:574] : INFO : Epoch 1912 | loss: 0.0311705 | val_loss: 0.0311783 | Time: 2134.41 ms [2022-04-19 01:30:42 main:574] : INFO : Epoch 1913 | loss: 0.0311695 | val_loss: 0.0311771 | Time: 2180.12 ms [2022-04-19 01:30:45 main:574] : INFO : Epoch 1914 | loss: 0.031168 | val_loss: 0.031178 | Time: 2121.6 ms [2022-04-19 01:30:47 main:574] : INFO : Epoch 1915 | loss: 0.0311675 | val_loss: 0.0311764 | Time: 2142.55 ms [2022-04-19 01:30:49 main:574] : INFO : Epoch 1916 | loss: 0.0311675 | val_loss: 0.0311739 | Time: 2157.43 ms [2022-04-19 01:30:51 main:574] : INFO : Epoch 1917 | loss: 0.0311679 | val_loss: 0.0311812 | Time: 2131 ms [2022-04-19 01:30:53 main:574] : INFO : Epoch 1918 | loss: 0.0311685 | val_loss: 0.031174 | Time: 2145.6 ms [2022-04-19 01:30:56 main:574] : INFO : Epoch 1919 | loss: 0.0311665 | val_loss: 0.0311738 | Time: 2101.03 ms [2022-04-19 01:30:58 main:574] : INFO : Epoch 1920 | loss: 0.0311671 | val_loss: 0.0311739 | Time: 2130.81 ms [2022-04-19 01:31:00 main:574] : INFO : Epoch 1921 | loss: 0.0311648 | val_loss: 0.0311744 | Time: 2143.51 ms [2022-04-19 01:31:02 main:574] : INFO : Epoch 1922 | loss: 0.0311649 | val_loss: 0.0311746 | Time: 2127.32 ms [2022-04-19 01:31:04 main:574] : INFO : Epoch 1923 | loss: 0.0311638 | val_loss: 0.0311744 | Time: 2113.19 ms [2022-04-19 01:31:06 main:574] : INFO : Epoch 1924 | loss: 0.0311642 | val_loss: 0.0311769 | Time: 2092.64 ms [2022-04-19 01:31:09 main:574] : INFO : Epoch 1925 | loss: 0.0311646 | val_loss: 0.0311756 | Time: 2146.96 ms [2022-04-19 01:31:11 main:574] : INFO : Epoch 1926 | loss: 0.0311627 | val_loss: 0.0311761 | Time: 2111.8 ms [2022-04-19 01:31:13 main:574] : INFO : Epoch 1927 | loss: 0.031162 | val_loss: 0.0311737 | Time: 2107.46 ms [2022-04-19 01:31:15 main:574] : INFO : Epoch 1928 | loss: 0.0311621 | val_loss: 0.0311759 | Time: 2130.55 ms [2022-04-19 01:31:17 main:574] : INFO : Epoch 1929 | loss: 0.0311605 | val_loss: 0.0311723 | Time: 2147.28 ms [2022-04-19 01:31:20 main:574] : INFO : Epoch 1930 | loss: 0.0311598 | val_loss: 0.0311719 | Time: 2157.41 ms [2022-04-19 01:31:22 main:574] : INFO : Epoch 1931 | loss: 0.0311602 | val_loss: 0.0311739 | Time: 2117.7 ms [2022-04-19 01:31:24 main:574] : INFO : Epoch 1932 | loss: 0.031161 | val_loss: 0.0311721 | Time: 2158.65 ms [2022-04-19 01:31:26 main:574] : INFO : Epoch 1933 | loss: 0.0311622 | val_loss: 0.0311713 | Time: 2142.38 ms [2022-04-19 01:31:28 main:574] : INFO : Epoch 1934 | loss: 0.0311605 | val_loss: 0.0311725 | Time: 2149.45 ms [2022-04-19 01:31:31 main:574] : INFO : Epoch 1935 | loss: 0.0311609 | val_loss: 0.0311747 | Time: 2203.53 ms [2022-04-19 01:31:33 main:574] : INFO : Epoch 1936 | loss: 0.0311602 | val_loss: 0.0311747 | Time: 2161.64 ms [2022-04-19 01:31:35 main:574] : INFO : Epoch 1937 | loss: 0.0311606 | val_loss: 0.0311751 | Time: 2121.34 ms [2022-04-19 01:31:37 main:574] : INFO : Epoch 1938 | loss: 0.0311597 | val_loss: 0.0311742 | Time: 2136.63 ms [2022-04-19 01:31:40 main:574] : INFO : Epoch 1939 | loss: 0.0311598 | val_loss: 0.0311736 | Time: 2149.76 ms [2022-04-19 01:31:42 main:574] : INFO : Epoch 1940 | loss: 0.0311593 | val_loss: 0.0311763 | Time: 2147.56 ms [2022-04-19 01:31:44 main:574] : INFO : Epoch 1941 | loss: 0.0311591 | val_loss: 0.0311749 | Time: 2134.8 ms [2022-04-19 01:31:46 main:574] : INFO : Epoch 1942 | loss: 0.0311593 | val_loss: 0.0311777 | Time: 2165.84 ms [2022-04-19 01:31:48 main:574] : INFO : Epoch 1943 | loss: 0.0311593 | val_loss: 0.0311782 | Time: 2108.28 ms [2022-04-19 01:31:51 main:574] : INFO : Epoch 1944 | loss: 0.0311592 | val_loss: 0.0311778 | Time: 2169.96 ms [2022-04-19 01:31:53 main:574] : INFO : Epoch 1945 | loss: 0.0311574 | val_loss: 0.0311753 | Time: 2153.36 ms [2022-04-19 01:31:55 main:574] : INFO : Epoch 1946 | loss: 0.0311576 | val_loss: 0.0311734 | Time: 2145.18 ms [2022-04-19 01:31:57 main:574] : INFO : Epoch 1947 | loss: 0.0311557 | val_loss: 0.031179 | Time: 2133.33 ms [2022-04-19 01:31:59 main:574] : INFO : Epoch 1948 | loss: 0.0311559 | val_loss: 0.0311756 | Time: 2151.07 ms [2022-04-19 01:32:02 main:574] : INFO : Epoch 1949 | loss: 0.0311546 | val_loss: 0.0311763 | Time: 2165 ms [2022-04-19 01:32:04 main:574] : INFO : Epoch 1950 | loss: 0.0311552 | val_loss: 0.0311748 | Time: 2164.36 ms [2022-04-19 01:32:06 main:574] : INFO : Epoch 1951 | loss: 0.0311564 | val_loss: 0.0311794 | Time: 2122.3 ms [2022-04-19 01:32:08 main:574] : INFO : Epoch 1952 | loss: 0.0311562 | val_loss: 0.0311765 | Time: 2123.83 ms [2022-04-19 01:32:10 main:574] : INFO : Epoch 1953 | loss: 0.0311559 | val_loss: 0.031175 | Time: 2131.35 ms [2022-04-19 01:32:12 main:574] : INFO : Epoch 1954 | loss: 0.0311565 | val_loss: 0.0311783 | Time: 2122.31 ms [2022-04-19 01:32:15 main:574] : INFO : Epoch 1955 | loss: 0.0311578 | val_loss: 0.0311787 | Time: 2144.56 ms [2022-04-19 01:32:17 main:574] : INFO : Epoch 1956 | loss: 0.0311563 | val_loss: 0.0311792 | Time: 2122.67 ms [2022-04-19 01:32:19 main:574] : INFO : Epoch 1957 | loss: 0.0311555 | val_loss: 0.0311807 | Time: 2132.7 ms [2022-04-19 01:32:21 main:574] : INFO : Epoch 1958 | loss: 0.0311575 | val_loss: 0.0311782 | Time: 2124.09 ms [2022-04-19 01:32:23 main:574] : INFO : Epoch 1959 | loss: 0.0311566 | val_loss: 0.0311863 | Time: 2163.58 ms [2022-04-19 01:32:26 main:574] : INFO : Epoch 1960 | loss: 0.0311577 | val_loss: 0.0311798 | Time: 2133.6 ms [2022-04-19 01:32:28 main:574] : INFO : Epoch 1961 | loss: 0.0311564 | val_loss: 0.0311792 | Time: 2160.71 ms [2022-04-19 01:32:30 main:574] : INFO : Epoch 1962 | loss: 0.031157 | val_loss: 0.0311786 | Time: 2137.26 ms [2022-04-19 01:32:32 main:574] : INFO : Epoch 1963 | loss: 0.031159 | val_loss: 0.0311785 | Time: 2119.74 ms [2022-04-19 01:32:34 main:574] : INFO : Epoch 1964 | loss: 0.0311571 | val_loss: 0.0311809 | Time: 2121.98 ms [2022-04-19 01:32:37 main:574] : INFO : Epoch 1965 | loss: 0.0311568 | val_loss: 0.0311764 | Time: 2116.74 ms [2022-04-19 01:32:39 main:574] : INFO : Epoch 1966 | loss: 0.0311563 | val_loss: 0.0311769 | Time: 2140.99 ms [2022-04-19 01:32:41 main:574] : INFO : Epoch 1967 | loss: 0.0311557 | val_loss: 0.0311758 | Time: 2092.97 ms [2022-04-19 01:32:44 main:574] : INFO : Epoch 1968 | loss: 0.0311547 | val_loss: 0.0311803 | Time: 2103.49 ms [2022-04-19 01:32:46 main:574] : INFO : Epoch 1969 | loss: 0.0311568 | val_loss: 0.031178 | Time: 2281.01 ms [2022-04-19 01:32:48 main:574] : INFO : Epoch 1970 | loss: 0.0311573 | val_loss: 0.0311755 | Time: 2134.17 ms [2022-04-19 01:32:50 main:574] : INFO : Epoch 1971 | loss: 0.0311563 | val_loss: 0.0311754 | Time: 2152.81 ms [2022-04-19 01:32:53 main:574] : INFO : Epoch 1972 | loss: 0.0311569 | val_loss: 0.031179 | Time: 2100.93 ms [2022-04-19 01:32:55 main:574] : INFO : Epoch 1973 | loss: 0.0311573 | val_loss: 0.0311789 | Time: 2097.27 ms [2022-04-19 01:32:57 main:574] : INFO : Epoch 1974 | loss: 0.0311547 | val_loss: 0.0311791 | Time: 2111.31 ms [2022-04-19 01:32:59 main:574] : INFO : Epoch 1975 | loss: 0.031155 | val_loss: 0.0311771 | Time: 2128.2 ms [2022-04-19 01:33:01 main:574] : INFO : Epoch 1976 | loss: 0.0311544 | val_loss: 0.0311769 | Time: 2114.11 ms [2022-04-19 01:33:04 main:574] : INFO : Epoch 1977 | loss: 0.0311551 | val_loss: 0.0311757 | Time: 2131.13 ms [2022-04-19 01:33:06 main:574] : INFO : Epoch 1978 | loss: 0.0311553 | val_loss: 0.0311762 | Time: 2154.59 ms [2022-04-19 01:33:08 main:574] : INFO : Epoch 1979 | loss: 0.0311563 | val_loss: 0.031179 | Time: 2141.28 ms [2022-04-19 01:33:10 main:574] : INFO : Epoch 1980 | loss: 0.0311545 | val_loss: 0.0311785 | Time: 2130.41 ms [2022-04-19 01:33:12 main:574] : INFO : Epoch 1981 | loss: 0.0311567 | val_loss: 0.0311784 | Time: 2116.14 ms [2022-04-19 01:33:14 main:574] : INFO : Epoch 1982 | loss: 0.0311609 | val_loss: 0.0311744 | Time: 2134.94 ms [2022-04-19 01:33:17 main:574] : INFO : Epoch 1983 | loss: 0.0311691 | val_loss: 0.0311741 | Time: 2117.92 ms [2022-04-19 01:33:19 main:574] : INFO : Epoch 1984 | loss: 0.0311665 | val_loss: 0.0311725 | Time: 2140.21 ms [2022-04-19 01:33:21 main:574] : INFO : Epoch 1985 | loss: 0.0311634 | val_loss: 0.0311745 | Time: 2192.54 ms [2022-04-19 01:33:23 main:574] : INFO : Epoch 1986 | loss: 0.0311631 | val_loss: 0.031175 | Time: 2139.69 ms [2022-04-19 01:33:25 main:574] : INFO : Epoch 1987 | loss: 0.0311642 | val_loss: 0.0311763 | Time: 2130.45 ms [2022-04-19 01:33:28 main:574] : INFO : Epoch 1988 | loss: 0.0311663 | val_loss: 0.0311757 | Time: 2118.01 ms [2022-04-19 01:33:30 main:574] : INFO : Epoch 1989 | loss: 0.0311653 | val_loss: 0.0311735 | Time: 2177.66 ms [2022-04-19 01:33:32 main:574] : INFO : Epoch 1990 | loss: 0.0311661 | val_loss: 0.0311763 | Time: 2157.49 ms [2022-04-19 01:33:34 main:574] : INFO : Epoch 1991 | loss: 0.0311666 | val_loss: 0.0311756 | Time: 2125.11 ms [2022-04-19 01:33:36 main:574] : INFO : Epoch 1992 | loss: 0.0311667 | val_loss: 0.0311751 | Time: 2141.53 ms [2022-04-19 01:33:39 main:574] : INFO : Epoch 1993 | loss: 0.0311654 | val_loss: 0.0311753 | Time: 2124.88 ms [2022-04-19 01:33:41 main:574] : INFO : Epoch 1994 | loss: 0.0311641 | val_loss: 0.0311723 | Time: 2125.96 ms [2022-04-19 01:33:43 main:574] : INFO : Epoch 1995 | loss: 0.0311637 | val_loss: 0.0311738 | Time: 2145.11 ms [2022-04-19 01:33:45 main:574] : INFO : Epoch 1996 | loss: 0.0311645 | val_loss: 0.0311746 | Time: 2122.52 ms [2022-04-19 01:33:47 main:574] : INFO : Epoch 1997 | loss: 0.0311644 | val_loss: 0.0311743 | Time: 2167.46 ms [2022-04-19 01:33:49 main:574] : INFO : Epoch 1998 | loss: 0.0311657 | val_loss: 0.0311719 | Time: 2124.29 ms [2022-04-19 01:33:52 main:574] : INFO : Epoch 1999 | loss: 0.0311638 | val_loss: 0.0311723 | Time: 2138.73 ms [2022-04-19 01:33:54 main:574] : INFO : Epoch 2000 | loss: 0.0311637 | val_loss: 0.0311732 | Time: 2115.7 ms [2022-04-19 01:33:56 main:574] : INFO : Epoch 2001 | loss: 0.0311644 | val_loss: 0.0311753 | Time: 2103.52 ms [2022-04-19 01:33:58 main:574] : INFO : Epoch 2002 | loss: 0.0311639 | val_loss: 0.0311758 | Time: 2093.02 ms [2022-04-19 01:34:00 main:574] : INFO : Epoch 2003 | loss: 0.0311633 | val_loss: 0.0311726 | Time: 2145.78 ms [2022-04-19 01:34:02 main:574] : INFO : Epoch 2004 | loss: 0.0311618 | val_loss: 0.0311767 | Time: 2145.38 ms [2022-04-19 01:34:05 main:574] : INFO : Epoch 2005 | loss: 0.0311625 | val_loss: 0.0311759 | Time: 2140.1 ms [2022-04-19 01:34:07 main:574] : INFO : Epoch 2006 | loss: 0.031163 | val_loss: 0.0311761 | Time: 2130.21 ms [2022-04-19 01:34:09 main:574] : INFO : Epoch 2007 | loss: 0.0311622 | val_loss: 0.0311753 | Time: 2133.12 ms [2022-04-19 01:34:11 main:574] : INFO : Epoch 2008 | loss: 0.0311611 | val_loss: 0.0311749 | Time: 2129.35 ms [2022-04-19 01:34:13 main:574] : INFO : Epoch 2009 | loss: 0.031161 | val_loss: 0.0311727 | Time: 2148.98 ms [2022-04-19 01:34:16 main:574] : INFO : Epoch 2010 | loss: 0.0311601 | val_loss: 0.0311738 | Time: 2111.59 ms [2022-04-19 01:34:18 main:574] : INFO : Epoch 2011 | loss: 0.0311601 | val_loss: 0.0311754 | Time: 2123.48 ms [2022-04-19 01:34:20 main:574] : INFO : Epoch 2012 | loss: 0.0311593 | val_loss: 0.0311731 | Time: 2116.33 ms [2022-04-19 01:34:22 main:574] : INFO : Epoch 2013 | loss: 0.0311582 | val_loss: 0.0311755 | Time: 2098.41 ms [2022-04-19 01:34:24 main:574] : INFO : Epoch 2014 | loss: 0.0311581 | val_loss: 0.0311741 | Time: 2117.01 ms [2022-04-19 01:34:26 main:574] : INFO : Epoch 2015 | loss: 0.0311576 | val_loss: 0.0311773 | Time: 2123.7 ms [2022-04-19 01:34:29 main:574] : INFO : Epoch 2016 | loss: 0.0311567 | val_loss: 0.0311747 | Time: 2125.9 ms [2022-04-19 01:34:31 main:574] : INFO : Epoch 2017 | loss: 0.031157 | val_loss: 0.0311735 | Time: 2131.3 ms [2022-04-19 01:34:33 main:574] : INFO : Epoch 2018 | loss: 0.0311568 | val_loss: 0.0311746 | Time: 2115.77 ms [2022-04-19 01:34:35 main:574] : INFO : Epoch 2019 | loss: 0.0311568 | val_loss: 0.0311766 | Time: 2150.94 ms [2022-04-19 01:34:37 main:574] : INFO : Epoch 2020 | loss: 0.0311548 | val_loss: 0.0311765 | Time: 2127.71 ms [2022-04-19 01:34:39 main:574] : INFO : Epoch 2021 | loss: 0.0311562 | val_loss: 0.0311746 | Time: 2122.52 ms [2022-04-19 01:34:42 main:574] : INFO : Epoch 2022 | loss: 0.0311555 | val_loss: 0.0311756 | Time: 2139.29 ms [2022-04-19 01:34:44 main:574] : INFO : Epoch 2023 | loss: 0.031156 | val_loss: 0.0311745 | Time: 2139.64 ms [2022-04-19 01:34:46 main:574] : INFO : Epoch 2024 | loss: 0.0311559 | val_loss: 0.0311763 | Time: 2139.25 ms [2022-04-19 01:34:48 main:574] : INFO : Epoch 2025 | loss: 0.0311581 | val_loss: 0.0311769 | Time: 2168.42 ms [2022-04-19 01:34:50 main:574] : INFO : Epoch 2026 | loss: 0.0311665 | val_loss: 0.0311783 | Time: 2165.47 ms [2022-04-19 01:34:53 main:574] : INFO : Epoch 2027 | loss: 0.0311744 | val_loss: 0.03118 | Time: 2130.66 ms [2022-04-19 01:34:55 main:574] : INFO : Epoch 2028 | loss: 0.0311719 | val_loss: 0.0311739 | Time: 2223.14 ms [2022-04-19 01:34:57 main:574] : INFO : Epoch 2029 | loss: 0.0311681 | val_loss: 0.0311746 | Time: 2144.71 ms [2022-04-19 01:34:59 main:574] : INFO : Epoch 2030 | loss: 0.0311657 | val_loss: 0.0311744 | Time: 2114.58 ms [2022-04-19 01:35:01 main:574] : INFO : Epoch 2031 | loss: 0.0311631 | val_loss: 0.0311734 | Time: 2098.1 ms [2022-04-19 01:35:04 main:574] : INFO : Epoch 2032 | loss: 0.0311616 | val_loss: 0.0311737 | Time: 2104.45 ms [2022-04-19 01:35:06 main:574] : INFO : Epoch 2033 | loss: 0.0311612 | val_loss: 0.0311736 | Time: 2234.04 ms [2022-04-19 01:35:08 main:574] : INFO : Epoch 2034 | loss: 0.0311612 | val_loss: 0.0311771 | Time: 2135.13 ms [2022-04-19 01:35:10 main:574] : INFO : Epoch 2035 | loss: 0.0311615 | val_loss: 0.0311735 | Time: 2110.65 ms [2022-04-19 01:35:13 main:574] : INFO : Epoch 2036 | loss: 0.0311589 | val_loss: 0.0311745 | Time: 2171.47 ms [2022-04-19 01:35:15 main:574] : INFO : Epoch 2037 | loss: 0.0311624 | val_loss: 0.0311778 | Time: 2166.27 ms [2022-04-19 01:35:17 main:574] : INFO : Epoch 2038 | loss: 0.0311622 | val_loss: 0.0311782 | Time: 2115.8 ms [2022-04-19 01:35:19 main:574] : INFO : Epoch 2039 | loss: 0.0311636 | val_loss: 0.0311841 | Time: 2140.43 ms [2022-04-19 01:35:23 main:574] : INFO : Epoch 2040 | loss: 0.0311653 | val_loss: 0.0311797 | Time: 3509.47 ms [2022-04-19 01:35:27 main:574] : INFO : Epoch 2041 | loss: 0.0311609 | val_loss: 0.0311743 | Time: 3959.12 ms [2022-04-19 01:35:30 main:574] : INFO : Epoch 2042 | loss: 0.0311595 | val_loss: 0.0311737 | Time: 3090.48 ms [2022-04-19 01:35:33 main:574] : INFO : Epoch 2043 | loss: 0.0311583 | val_loss: 0.0311736 | Time: 1864.99 ms [2022-04-19 01:35:37 main:574] : INFO : Epoch 2044 | loss: 0.0311579 | val_loss: 0.0311767 | Time: 1856.73 ms [2022-04-19 01:35:40 main:574] : INFO : Epoch 2045 | loss: 0.0311579 | val_loss: 0.031178 | Time: 1821.94 ms [2022-04-19 01:35:43 main:574] : INFO : Epoch 2046 | loss: 0.0311593 | val_loss: 0.0311778 | Time: 1826.88 ms [2022-04-19 01:35:45 main:574] : INFO : Epoch 2047 | loss: 0.031159 | val_loss: 0.0311751 | Time: 1790.9 ms [2022-04-19 01:35:48 main:574] : INFO : Epoch 2048 | loss: 0.0311575 | val_loss: 0.0311766 | Time: 2020.87 ms [2022-04-19 01:35:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311766 [2022-04-19 01:35:48 main:603] : INFO : Saving end state to config to file [2022-04-19 01:35:48 main:608] : INFO : Success, exiting.. 01:35:48 (19956): 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)