Task 14204805
| Name | ParityModified-1647049201-26891-3-0_0 |
| Workunit | 11264955 |
| Created | 1 Apr 2022, 17:59:11 UTC |
| Sent | 9 Apr 2022, 18:05:26 UTC |
| Report deadline | 17 Apr 2022, 18:05:26 UTC |
| Received | 10 Apr 2022, 10:12:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 8 min 43 sec |
| CPU time | 1 hours 8 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -10 04:53:24 main:574] : INFO : Epoch 1542 | loss: 0.0311793 | val_loss: 0.0311841 | Time: 2091.54 ms [2022-04-10 04:53:26 main:574] : INFO : Epoch 1543 | loss: 0.0373804 | val_loss: 0.10553 | Time: 2147.27 ms [2022-04-10 04:53:28 main:574] : INFO : Epoch 1544 | loss: 0.0442914 | val_loss: 0.0390251 | Time: 2066.95 ms [2022-04-10 04:53:30 main:574] : INFO : Epoch 1545 | loss: 0.0327383 | val_loss: 0.031876 | Time: 2095.37 ms [2022-04-10 04:53:32 main:574] : INFO : Epoch 1546 | loss: 0.0314452 | val_loss: 0.0313566 | Time: 2111.9 ms [2022-04-10 04:53:35 main:574] : INFO : Epoch 1547 | loss: 0.03128 | val_loss: 0.031249 | Time: 2229.74 ms [2022-04-10 04:53:37 main:574] : INFO : Epoch 1548 | loss: 0.0312505 | val_loss: 0.0312464 | Time: 2122.07 ms [2022-04-10 04:53:39 main:574] : INFO : Epoch 1549 | loss: 0.0312429 | val_loss: 0.0312401 | Time: 2127.6 ms [2022-04-10 04:53:41 main:574] : INFO : Epoch 1550 | loss: 0.0312373 | val_loss: 0.0312332 | Time: 2038.29 ms [2022-04-10 04:53:43 main:574] : INFO : Epoch 1551 | loss: 0.0312308 | val_loss: 0.0312262 | Time: 2070.97 ms [2022-04-10 04:53:45 main:574] : INFO : Epoch 1552 | loss: 0.0312242 | val_loss: 0.0312186 | Time: 2016.78 ms [2022-04-10 04:53:47 main:574] : INFO : Epoch 1553 | loss: 0.0312158 | val_loss: 0.0312116 | Time: 2037.63 ms [2022-04-10 04:53:49 main:574] : INFO : Epoch 1554 | loss: 0.0312073 | val_loss: 0.031206 | Time: 2093.51 ms [2022-04-10 04:53:51 main:574] : INFO : Epoch 1555 | loss: 0.0312008 | val_loss: 0.0311994 | Time: 2069.42 ms [2022-04-10 04:53:53 main:574] : INFO : Epoch 1556 | loss: 0.0311959 | val_loss: 0.0311956 | Time: 2051.72 ms [2022-04-10 04:53:55 main:574] : INFO : Epoch 1557 | loss: 0.0311927 | val_loss: 0.0311919 | Time: 2066.74 ms [2022-04-10 04:53:57 main:574] : INFO : Epoch 1558 | loss: 0.0311899 | val_loss: 0.0311895 | Time: 2110.53 ms [2022-04-10 04:54:00 main:574] : INFO : Epoch 1559 | loss: 0.0311883 | val_loss: 0.0311879 | Time: 2226.15 ms [2022-04-10 04:54:02 main:574] : INFO : Epoch 1560 | loss: 0.031186 | val_loss: 0.0311864 | Time: 2002.06 ms [2022-04-10 04:54:04 main:574] : INFO : Epoch 1561 | loss: 0.0311843 | val_loss: 0.0311855 | Time: 2091.26 ms [2022-04-10 04:54:06 main:574] : INFO : Epoch 1562 | loss: 0.0311829 | val_loss: 0.0311836 | Time: 2016.11 ms [2022-04-10 04:54:08 main:574] : INFO : Epoch 1563 | loss: 0.0311819 | val_loss: 0.0311832 | Time: 2180.13 ms [2022-04-10 04:54:10 main:574] : INFO : Epoch 1564 | loss: 0.0311813 | val_loss: 0.0311837 | Time: 2087.52 ms [2022-04-10 04:54:12 main:574] : INFO : Epoch 1565 | loss: 0.0311797 | val_loss: 0.0311814 | Time: 2083.21 ms [2022-04-10 04:54:14 main:574] : INFO : Epoch 1566 | loss: 0.0311784 | val_loss: 0.0311792 | Time: 2068.65 ms [2022-04-10 04:54:16 main:574] : INFO : Epoch 1567 | loss: 0.031176 | val_loss: 0.0311784 | Time: 2061.83 ms [2022-04-10 04:54:18 main:574] : INFO : Epoch 1568 | loss: 0.0311753 | val_loss: 0.0311778 | Time: 2133.82 ms [2022-04-10 04:54:21 main:574] : INFO : Epoch 1569 | loss: 0.031175 | val_loss: 0.0311766 | Time: 2139.08 ms [2022-04-10 04:54:23 main:574] : INFO : Epoch 1570 | loss: 0.0311737 | val_loss: 0.031176 | Time: 2061.4 ms [2022-04-10 04:54:25 main:574] : INFO : Epoch 1571 | loss: 0.0311731 | val_loss: 0.0311752 | Time: 2069.65 ms [2022-04-10 04:54:27 main:574] : INFO : Epoch 1572 | loss: 0.0311722 | val_loss: 0.0311754 | Time: 2082.5 ms [2022-04-10 04:54:29 main:574] : INFO : Epoch 1573 | loss: 0.0311709 | val_loss: 0.0311724 | Time: 2140.9 ms [2022-04-10 04:54:31 main:574] : INFO : Epoch 1574 | loss: 0.031167 | val_loss: 0.0311701 | Time: 2065.32 ms [2022-04-10 04:54:33 main:574] : INFO : Epoch 1575 | loss: 0.0311653 | val_loss: 0.03117 | Time: 2059.12 ms [2022-04-10 04:54:35 main:574] : INFO : Epoch 1576 | loss: 0.031166 | val_loss: 0.03117 | Time: 2018.79 ms [2022-04-10 04:54:37 main:574] : INFO : Epoch 1577 | loss: 0.0311631 | val_loss: 0.0311679 | Time: 2120.92 ms [2022-04-10 04:54:39 main:574] : INFO : Epoch 1578 | loss: 0.0311627 | val_loss: 0.0311678 | Time: 2062.39 ms [2022-04-10 04:54:41 main:574] : INFO : Epoch 1579 | loss: 0.0311618 | val_loss: 0.0311664 | Time: 2039.63 ms [2022-04-10 04:54:43 main:574] : INFO : Epoch 1580 | loss: 0.0311617 | val_loss: 0.0311664 | Time: 2048.88 ms [2022-04-10 04:54:45 main:574] : INFO : Epoch 1581 | loss: 0.0311609 | val_loss: 0.0311665 | Time: 2093.96 ms [2022-04-10 04:54:47 main:574] : INFO : Epoch 1582 | loss: 0.0311608 | val_loss: 0.0311663 | Time: 1994.75 ms [2022-04-10 04:54:50 main:574] : INFO : Epoch 1583 | loss: 0.031161 | val_loss: 0.0311666 | Time: 2097.65 ms [2022-04-10 04:54:52 main:574] : INFO : Epoch 1584 | loss: 0.0311598 | val_loss: 0.0311673 | Time: 2007.25 ms [2022-04-10 04:54:54 main:574] : INFO : Epoch 1585 | loss: 0.0311594 | val_loss: 0.0311674 | Time: 2055.34 ms [2022-04-10 04:54:56 main:574] : INFO : Epoch 1586 | loss: 0.0311596 | val_loss: 0.0311664 | Time: 2089.48 ms [2022-04-10 04:54:58 main:574] : INFO : Epoch 1587 | loss: 0.0311596 | val_loss: 0.031166 | Time: 2058.37 ms [2022-04-10 04:55:00 main:574] : INFO : Epoch 1588 | loss: 0.0311592 | val_loss: 0.0311666 | Time: 2129.59 ms [2022-04-10 04:55:02 main:574] : INFO : Epoch 1589 | loss: 0.0311585 | val_loss: 0.0311673 | Time: 2048 ms [2022-04-10 04:55:04 main:574] : INFO : Epoch 1590 | loss: 0.031158 | val_loss: 0.031167 | Time: 2038.33 ms [2022-04-10 04:55:06 main:574] : INFO : Epoch 1591 | loss: 0.0311577 | val_loss: 0.0311668 | Time: 2115.8 ms [2022-04-10 04:55:08 main:574] : INFO : Epoch 1592 | loss: 0.0311584 | val_loss: 0.0311663 | Time: 2035.61 ms [2022-04-10 04:55:10 main:574] : INFO : Epoch 1593 | loss: 0.0311583 | val_loss: 0.031169 | Time: 2090.34 ms [2022-04-10 04:55:12 main:574] : INFO : Epoch 1594 | loss: 0.0311588 | val_loss: 0.0311676 | Time: 2047.42 ms [2022-04-10 04:55:14 main:574] : INFO : Epoch 1595 | loss: 0.0311568 | val_loss: 0.0311675 | Time: 2065.5 ms [2022-04-10 04:55:16 main:574] : INFO : Epoch 1596 | loss: 0.0311575 | val_loss: 0.0311669 | Time: 2040.44 ms [2022-04-10 04:55:19 main:574] : INFO : Epoch 1597 | loss: 0.0311578 | val_loss: 0.0311669 | Time: 2045.94 ms [2022-04-10 04:55:21 main:574] : INFO : Epoch 1598 | loss: 0.0311576 | val_loss: 0.0311682 | Time: 2084.28 ms [2022-04-10 04:55:23 main:574] : INFO : Epoch 1599 | loss: 0.0311568 | val_loss: 0.031167 | Time: 2081.62 ms [2022-04-10 04:55:25 main:574] : INFO : Epoch 1600 | loss: 0.0311557 | val_loss: 0.0311663 | Time: 2071.17 ms [2022-04-10 04:55:27 main:574] : INFO : Epoch 1601 | loss: 0.0311556 | val_loss: 0.0311654 | Time: 2127.14 ms [2022-04-10 04:55:29 main:574] : INFO : Epoch 1602 | loss: 0.0311558 | val_loss: 0.0311648 | Time: 2077.27 ms [2022-04-10 04:55:31 main:574] : INFO : Epoch 1603 | loss: 0.0311552 | val_loss: 0.0311657 | Time: 2110.82 ms [2022-04-10 04:55:33 main:574] : INFO : Epoch 1604 | loss: 0.0311547 | val_loss: 0.0311664 | Time: 2060.6 ms [2022-04-10 04:55:35 main:574] : INFO : Epoch 1605 | loss: 0.0311545 | val_loss: 0.0311662 | Time: 2032.12 ms [2022-04-10 04:55:37 main:574] : INFO : Epoch 1606 | loss: 0.0311554 | val_loss: 0.0311644 | Time: 2049.34 ms [2022-04-10 04:55:39 main:574] : INFO : Epoch 1607 | loss: 0.0311548 | val_loss: 0.0311659 | Time: 2161.43 ms [2022-04-10 04:55:42 main:574] : INFO : Epoch 1608 | loss: 0.0311543 | val_loss: 0.0311655 | Time: 2102.63 ms [2022-04-10 04:55:44 main:574] : INFO : Epoch 1609 | loss: 0.0311542 | val_loss: 0.0311668 | Time: 2116.24 ms [2022-04-10 04:55:46 main:574] : INFO : Epoch 1610 | loss: 0.0311537 | val_loss: 0.0311658 | Time: 2026.25 ms [2022-04-10 04:55:48 main:574] : INFO : Epoch 1611 | loss: 0.031154 | val_loss: 0.0311646 | Time: 2051.75 ms [2022-04-10 04:55:50 main:574] : INFO : Epoch 1612 | loss: 0.0311543 | val_loss: 0.0311667 | Time: 2057.85 ms [2022-04-10 04:55:52 main:574] : INFO : Epoch 1613 | loss: 0.031154 | val_loss: 0.0311658 | Time: 2032.93 ms [2022-04-10 04:55:54 main:574] : INFO : Epoch 1614 | loss: 0.0311544 | val_loss: 0.0311645 | Time: 2056.7 ms [2022-04-10 04:55:56 main:574] : INFO : Epoch 1615 | loss: 0.0311584 | val_loss: 0.0311668 | Time: 2057.29 ms [2022-04-10 04:55:58 main:574] : INFO : Epoch 1616 | loss: 0.0311573 | val_loss: 0.0311672 | Time: 2082.31 ms [2022-04-10 04:56:00 main:574] : INFO : Epoch 1617 | loss: 0.0311565 | val_loss: 0.0311657 | Time: 2077.72 ms [2022-04-10 04:56:02 main:574] : INFO : Epoch 1618 | loss: 0.0311567 | val_loss: 0.0311637 | Time: 2030.77 ms [2022-04-10 04:56:04 main:574] : INFO : Epoch 1619 | loss: 0.0311553 | val_loss: 0.0311635 | Time: 2141.83 ms [2022-04-10 04:56:06 main:574] : INFO : Epoch 1620 | loss: 0.031154 | val_loss: 0.0311636 | Time: 1981.65 ms [2022-04-10 04:56:08 main:574] : INFO : Epoch 1621 | loss: 0.0311534 | val_loss: 0.0311641 | Time: 2101.77 ms [2022-04-10 04:56:10 main:574] : INFO : Epoch 1622 | loss: 0.0311547 | val_loss: 0.031164 | Time: 1987.38 ms [2022-04-10 04:56:12 main:574] : INFO : Epoch 1623 | loss: 0.0311543 | val_loss: 0.0311635 | Time: 2037.45 ms [2022-04-10 04:56:14 main:574] : INFO : Epoch 1624 | loss: 0.0311535 | val_loss: 0.0311643 | Time: 1985.46 ms [2022-04-10 04:56:17 main:574] : INFO : Epoch 1625 | loss: 0.0311535 | val_loss: 0.0311623 | Time: 2136.09 ms [2022-04-10 04:56:19 main:574] : INFO : Epoch 1626 | loss: 0.0311558 | val_loss: 0.031164 | Time: 2076.88 ms [2022-04-10 04:56:21 main:574] : INFO : Epoch 1627 | loss: 0.0311528 | val_loss: 0.0311644 | Time: 2068.53 ms [2022-04-10 04:56:23 main:574] : INFO : Epoch 1628 | loss: 0.0311529 | val_loss: 0.0311645 | Time: 1987.37 ms [2022-04-10 04:56:25 main:574] : INFO : Epoch 1629 | loss: 0.031153 | val_loss: 0.0311644 | Time: 2113.67 ms [2022-04-10 04:56:27 main:574] : INFO : Epoch 1630 | loss: 0.0311523 | val_loss: 0.0311628 | Time: 2096.4 ms [2022-04-10 04:56:29 main:574] : INFO : Epoch 1631 | loss: 0.0311528 | val_loss: 0.0311651 | Time: 2085.76 ms [2022-04-10 04:56:31 main:574] : INFO : Epoch 1632 | loss: 0.0311525 | val_loss: 0.0311643 | Time: 2162.77 ms [2022-04-10 04:56:33 main:574] : INFO : Epoch 1633 | loss: 0.0311526 | val_loss: 0.0311632 | Time: 2058.58 ms [2022-04-10 04:56:35 main:574] : INFO : Epoch 1634 | loss: 0.0311521 | val_loss: 0.0311646 | Time: 2036.26 ms [2022-04-10 04:56:37 main:574] : INFO : Epoch 1635 | loss: 0.0311526 | val_loss: 0.0311617 | Time: 2126.6 ms [2022-04-10 04:56:40 main:574] : INFO : Epoch 1636 | loss: 0.0311528 | val_loss: 0.0311653 | Time: 2127.85 ms [2022-04-10 04:56:42 main:574] : INFO : Epoch 1637 | loss: 0.0311544 | val_loss: 0.031164 | Time: 2018.28 ms [2022-04-10 04:56:44 main:574] : INFO : Epoch 1638 | loss: 0.0311527 | val_loss: 0.0311639 | Time: 2070.09 ms [2022-04-10 04:56:46 main:574] : INFO : Epoch 1639 | loss: 0.0311522 | val_loss: 0.0311624 | Time: 2079.57 ms [2022-04-10 04:56:48 main:574] : INFO : Epoch 1640 | loss: 0.0311513 | val_loss: 0.0311618 | Time: 2058.69 ms [2022-04-10 04:56:50 main:574] : INFO : Epoch 1641 | loss: 0.0311508 | val_loss: 0.031162 | Time: 2114.47 ms [2022-04-10 04:56:52 main:574] : INFO : Epoch 1642 | loss: 0.0311498 | val_loss: 0.0311621 | Time: 2081.53 ms [2022-04-10 04:56:54 main:574] : INFO : Epoch 1643 | loss: 0.0311492 | val_loss: 0.0311632 | Time: 2103.07 ms [2022-04-10 04:56:56 main:574] : INFO : Epoch 1644 | loss: 0.0311495 | val_loss: 0.0311604 | Time: 2131 ms [2022-04-10 04:56:58 main:574] : INFO : Epoch 1645 | loss: 0.03115 | val_loss: 0.0311619 | Time: 2002.35 ms [2022-04-10 04:57:00 main:574] : INFO : Epoch 1646 | loss: 0.0311519 | val_loss: 0.0311667 | Time: 2013.07 ms [2022-04-10 04:57:02 main:574] : INFO : Epoch 1647 | loss: 0.0311552 | val_loss: 0.0311668 | Time: 2092.38 ms [2022-04-10 04:57:05 main:574] : INFO : Epoch 1648 | loss: 0.0311711 | val_loss: 0.0311884 | Time: 2180.11 ms [2022-04-10 04:57:07 main:574] : INFO : Epoch 1649 | loss: 0.0311782 | val_loss: 0.0311798 | Time: 2076.62 ms [2022-04-10 04:57:09 main:574] : INFO : Epoch 1650 | loss: 0.0311719 | val_loss: 0.0311771 | Time: 2143.3 ms [2022-04-10 04:57:11 main:574] : INFO : Epoch 1651 | loss: 0.0311686 | val_loss: 0.0311734 | Time: 2143.46 ms [2022-04-10 04:57:13 main:574] : INFO : Epoch 1652 | loss: 0.0311646 | val_loss: 0.0311688 | Time: 2101.93 ms [2022-04-10 04:57:15 main:574] : INFO : Epoch 1653 | loss: 0.0311652 | val_loss: 0.0311719 | Time: 2026.04 ms [2022-04-10 04:57:17 main:574] : INFO : Epoch 1654 | loss: 0.0311626 | val_loss: 0.0311724 | Time: 2125.54 ms [2022-04-10 04:57:19 main:574] : INFO : Epoch 1655 | loss: 0.0311606 | val_loss: 0.0311694 | Time: 2094.68 ms [2022-04-10 04:57:22 main:574] : INFO : Epoch 1656 | loss: 0.0311598 | val_loss: 0.0311688 | Time: 2160.17 ms [2022-04-10 04:57:24 main:574] : INFO : Epoch 1657 | loss: 0.0311601 | val_loss: 0.0311714 | Time: 2056.37 ms [2022-04-10 04:57:26 main:574] : INFO : Epoch 1658 | loss: 0.0311593 | val_loss: 0.0311751 | Time: 2007.01 ms [2022-04-10 04:57:28 main:574] : INFO : Epoch 1659 | loss: 0.0311622 | val_loss: 0.0311732 | Time: 2079.21 ms [2022-04-10 04:57:30 main:574] : INFO : Epoch 1660 | loss: 0.031161 | val_loss: 0.0311711 | Time: 2069.76 ms [2022-04-10 04:57:32 main:574] : INFO : Epoch 1661 | loss: 0.0311605 | val_loss: 0.0311685 | Time: 1987.9 ms [2022-04-10 04:57:34 main:574] : INFO : Epoch 1662 | loss: 0.0311581 | val_loss: 0.0311727 | Time: 2132.35 ms [2022-04-10 04:57:36 main:574] : INFO : Epoch 1663 | loss: 0.0311587 | val_loss: 0.0311716 | Time: 2013.22 ms [2022-04-10 04:57:38 main:574] : INFO : Epoch 1664 | loss: 0.0311575 | val_loss: 0.0311735 | Time: 2095.31 ms [2022-04-10 04:57:40 main:574] : INFO : Epoch 1665 | loss: 0.0311584 | val_loss: 0.0311684 | Time: 2045.66 ms [2022-04-10 04:57:42 main:574] : INFO : Epoch 1666 | loss: 0.0311552 | val_loss: 0.0311664 | Time: 2081.32 ms [2022-04-10 04:57:44 main:574] : INFO : Epoch 1667 | loss: 0.0311559 | val_loss: 0.0311719 | Time: 2103.65 ms [2022-04-10 04:57:46 main:574] : INFO : Epoch 1668 | loss: 0.031157 | val_loss: 0.0311783 | Time: 2088.66 ms [2022-04-10 04:57:49 main:574] : INFO : Epoch 1669 | loss: 0.0311557 | val_loss: 0.0311673 | Time: 2136.54 ms [2022-04-10 04:57:51 main:574] : INFO : Epoch 1670 | loss: 0.0311525 | val_loss: 0.0311662 | Time: 2072.56 ms [2022-04-10 04:57:53 main:574] : INFO : Epoch 1671 | loss: 0.0311531 | val_loss: 0.031164 | Time: 2092.57 ms [2022-04-10 04:57:55 main:574] : INFO : Epoch 1672 | loss: 0.0311542 | val_loss: 0.031164 | Time: 2068.08 ms [2022-04-10 04:57:57 main:574] : INFO : Epoch 1673 | loss: 0.0311538 | val_loss: 0.0311649 | Time: 2085.6 ms [2022-04-10 04:57:59 main:574] : INFO : Epoch 1674 | loss: 0.0311535 | val_loss: 0.0311635 | Time: 2104.79 ms [2022-04-10 04:58:01 main:574] : INFO : Epoch 1675 | loss: 0.0311515 | val_loss: 0.0311625 | Time: 2081.83 ms [2022-04-10 04:58:03 main:574] : INFO : Epoch 1676 | loss: 0.0311515 | val_loss: 0.0311631 | Time: 2080.09 ms [2022-04-10 04:58:05 main:574] : INFO : Epoch 1677 | loss: 0.0311513 | val_loss: 0.0311643 | Time: 2063.72 ms [2022-04-10 04:58:07 main:574] : INFO : Epoch 1678 | loss: 0.0311511 | val_loss: 0.0311626 | Time: 2075.51 ms [2022-04-10 04:58:09 main:574] : INFO : Epoch 1679 | loss: 0.0311504 | val_loss: 0.0311627 | Time: 2077.96 ms [2022-04-10 04:58:12 main:574] : INFO : Epoch 1680 | loss: 0.0311497 | val_loss: 0.0311664 | Time: 2170.64 ms [2022-04-10 04:58:14 main:574] : INFO : Epoch 1681 | loss: 0.0311513 | val_loss: 0.0311643 | Time: 2124.72 ms [2022-04-10 04:58:16 main:574] : INFO : Epoch 1682 | loss: 0.0311502 | val_loss: 0.0311636 | Time: 2339.99 ms [2022-04-10 04:58:19 main:574] : INFO : Epoch 1683 | loss: 0.031153 | val_loss: 0.031168 | Time: 2421.29 ms [2022-04-10 04:58:21 main:574] : INFO : Epoch 1684 | loss: 0.0311548 | val_loss: 0.0311731 | Time: 2418.77 ms [2022-04-10 04:58:23 main:574] : INFO : Epoch 1685 | loss: 0.0311565 | val_loss: 0.0311735 | Time: 2302.18 ms [2022-04-10 04:58:26 main:574] : INFO : Epoch 1686 | loss: 0.0311559 | val_loss: 0.0311664 | Time: 2238.75 ms [2022-04-10 04:58:28 main:574] : INFO : Epoch 1687 | loss: 0.0311597 | val_loss: 0.0311669 | Time: 2225.55 ms [2022-04-10 04:58:30 main:574] : INFO : Epoch 1688 | loss: 0.0311589 | val_loss: 0.0311658 | Time: 2069.4 ms [2022-04-10 04:58:32 main:574] : INFO : Epoch 1689 | loss: 0.0311567 | val_loss: 0.0311644 | Time: 2129.71 ms [2022-04-10 04:58:34 main:574] : INFO : Epoch 1690 | loss: 0.031157 | val_loss: 0.0311633 | Time: 2122.04 ms [2022-04-10 04:58:36 main:574] : INFO : Epoch 1691 | loss: 0.031157 | val_loss: 0.0311639 | Time: 2245.63 ms [2022-04-10 04:58:38 main:574] : INFO : Epoch 1692 | loss: 0.0311564 | val_loss: 0.0311643 | Time: 2058.28 ms [2022-04-10 04:58:41 main:574] : INFO : Epoch 1693 | loss: 0.031154 | val_loss: 0.0311654 | Time: 2117.69 ms [2022-04-10 04:58:43 main:574] : INFO : Epoch 1694 | loss: 0.0311569 | val_loss: 0.0311631 | Time: 2005.55 ms [2022-04-10 04:58:45 main:574] : INFO : Epoch 1695 | loss: 0.0311563 | val_loss: 0.0311629 | Time: 2093.01 ms [2022-04-10 04:58:47 main:574] : INFO : Epoch 1696 | loss: 0.0311574 | val_loss: 0.0311629 | Time: 2034.45 ms [2022-04-10 04:58:49 main:574] : INFO : Epoch 1697 | loss: 0.0311547 | val_loss: 0.0311613 | Time: 2153.74 ms [2022-04-10 04:58:51 main:574] : INFO : Epoch 1698 | loss: 0.0311526 | val_loss: 0.0311636 | Time: 2058.49 ms [2022-04-10 04:58:53 main:574] : INFO : Epoch 1699 | loss: 0.0311528 | val_loss: 0.0311637 | Time: 2089.12 ms [2022-04-10 04:58:55 main:574] : INFO : Epoch 1700 | loss: 0.0311541 | val_loss: 0.0311737 | Time: 2223.17 ms [2022-04-10 04:58:58 main:574] : INFO : Epoch 1701 | loss: 0.0311569 | val_loss: 0.0311631 | Time: 2252.01 ms [2022-04-10 04:59:00 main:574] : INFO : Epoch 1702 | loss: 0.0311558 | val_loss: 0.0311673 | Time: 2154.1 ms [2022-04-10 04:59:02 main:574] : INFO : Epoch 1703 | loss: 0.0311524 | val_loss: 0.0311624 | Time: 2156.51 ms [2022-04-10 04:59:04 main:574] : INFO : Epoch 1704 | loss: 0.0311512 | val_loss: 0.0311631 | Time: 2248.72 ms [2022-04-10 04:59:06 main:574] : INFO : Epoch 1705 | loss: 0.0311589 | val_loss: 0.031165 | Time: 2103.2 ms [2022-04-10 04:59:08 main:574] : INFO : Epoch 1706 | loss: 0.0311618 | val_loss: 0.0311674 | Time: 2155.13 ms [2022-04-10 04:59:11 main:574] : INFO : Epoch 1707 | loss: 0.0311597 | val_loss: 0.0311653 | Time: 2216.62 ms [2022-04-10 04:59:13 main:574] : INFO : Epoch 1708 | loss: 0.0311581 | val_loss: 0.0311615 | Time: 2220.67 ms [2022-04-10 04:59:15 main:574] : INFO : Epoch 1709 | loss: 0.0311557 | val_loss: 0.0311644 | Time: 2117.89 ms [2022-04-10 04:59:17 main:574] : INFO : Epoch 1710 | loss: 0.0311576 | val_loss: 0.0311648 | Time: 2120.52 ms [2022-04-10 04:59:19 main:574] : INFO : Epoch 1711 | loss: 0.0311599 | val_loss: 0.0311597 | Time: 2093.11 ms [2022-04-10 04:59:21 main:574] : INFO : Epoch 1712 | loss: 0.0311572 | val_loss: 0.0311648 | Time: 2146.34 ms [2022-04-10 04:59:23 main:574] : INFO : Epoch 1713 | loss: 0.0311546 | val_loss: 0.0311618 | Time: 2053.73 ms [2022-04-10 04:59:25 main:574] : INFO : Epoch 1714 | loss: 0.0311532 | val_loss: 0.0311609 | Time: 2001.93 ms [2022-04-10 04:59:28 main:574] : INFO : Epoch 1715 | loss: 0.0311521 | val_loss: 0.0311584 | Time: 2113.22 ms [2022-04-10 04:59:30 main:574] : INFO : Epoch 1716 | loss: 0.0311518 | val_loss: 0.0311609 | Time: 2065.21 ms [2022-04-10 04:59:32 main:574] : INFO : Epoch 1717 | loss: 0.0311522 | val_loss: 0.0311642 | Time: 2079.54 ms [2022-04-10 04:59:34 main:574] : INFO : Epoch 1718 | loss: 0.0311532 | val_loss: 0.0311689 | Time: 2113.02 ms [2022-04-10 04:59:36 main:574] : INFO : Epoch 1719 | loss: 0.0311528 | val_loss: 0.0311618 | Time: 2328.77 ms [2022-04-10 04:59:38 main:574] : INFO : Epoch 1720 | loss: 0.0311516 | val_loss: 0.0311621 | Time: 2135.83 ms [2022-04-10 04:59:41 main:574] : INFO : Epoch 1721 | loss: 0.0311503 | val_loss: 0.0311593 | Time: 2234.07 ms [2022-04-10 04:59:43 main:574] : INFO : Epoch 1722 | loss: 0.0311533 | val_loss: 0.0311629 | Time: 2164.35 ms [2022-04-10 04:59:45 main:574] : INFO : Epoch 1723 | loss: 0.0311545 | val_loss: 0.0311635 | Time: 2139.16 ms [2022-04-10 04:59:47 main:574] : INFO : Epoch 1724 | loss: 0.0311512 | val_loss: 0.0311599 | Time: 2360.89 ms [2022-04-10 04:59:50 main:574] : INFO : Epoch 1725 | loss: 0.0311505 | val_loss: 0.0311594 | Time: 2455.38 ms [2022-04-10 04:59:52 main:574] : INFO : Epoch 1726 | loss: 0.0311503 | val_loss: 0.0311615 | Time: 2451.07 ms [2022-04-10 04:59:55 main:574] : INFO : Epoch 1727 | loss: 0.0311503 | val_loss: 0.0311571 | Time: 2541.9 ms [2022-04-10 04:59:57 main:574] : INFO : Epoch 1728 | loss: 0.0311533 | val_loss: 0.031161 | Time: 2498.12 ms [2022-04-10 04:59:59 main:574] : INFO : Epoch 1729 | loss: 0.0311529 | val_loss: 0.0311584 | Time: 2320.75 ms [2022-04-10 05:00:02 main:574] : INFO : Epoch 1730 | loss: 0.0311534 | val_loss: 0.0311595 | Time: 2322.12 ms [2022-04-10 05:00:04 main:574] : INFO : Epoch 1731 | loss: 0.0311528 | val_loss: 0.0311582 | Time: 2170.56 ms [2022-04-10 05:00:06 main:574] : INFO : Epoch 1732 | loss: 0.0311499 | val_loss: 0.0311591 | Time: 2297.22 ms [2022-04-10 05:00:09 main:574] : INFO : Epoch 1733 | loss: 0.0311498 | val_loss: 0.0311589 | Time: 2282.78 ms [2022-04-10 05:00:11 main:574] : INFO : Epoch 1734 | loss: 0.0311519 | val_loss: 0.031159 | Time: 2145.38 ms [2022-04-10 05:00:13 main:574] : INFO : Epoch 1735 | loss: 0.0311518 | val_loss: 0.0311609 | Time: 2186.59 ms [2022-04-10 05:00:15 main:574] : INFO : Epoch 1736 | loss: 0.0311519 | val_loss: 0.0311633 | Time: 2195.13 ms [2022-04-10 05:00:17 main:574] : INFO : Epoch 1737 | loss: 0.0311532 | val_loss: 0.0311667 | Time: 2331.05 ms [2022-04-10 05:00:20 main:574] : INFO : Epoch 1738 | loss: 0.0311502 | val_loss: 0.0311606 | Time: 2345.21 ms [2022-04-10 05:00:22 main:574] : INFO : Epoch 1739 | loss: 0.0311502 | val_loss: 0.0311605 | Time: 2278.82 ms [2022-04-10 05:00:24 main:574] : INFO : Epoch 1740 | loss: 0.0311496 | val_loss: 0.0311604 | Time: 2107.1 ms [2022-04-10 05:00:26 main:574] : INFO : Epoch 1741 | loss: 0.0311498 | val_loss: 0.0311591 | Time: 2262.79 ms [2022-04-10 05:00:29 main:574] : INFO : Epoch 1742 | loss: 0.0311479 | val_loss: 0.031159 | Time: 2232.84 ms [2022-04-10 05:00:31 main:574] : INFO : Epoch 1743 | loss: 0.0311491 | val_loss: 0.0311608 | Time: 2276.96 ms [2022-04-10 05:00:33 main:574] : INFO : Epoch 1744 | loss: 0.0311491 | val_loss: 0.0311624 | Time: 2357.09 ms [2022-04-10 05:00:36 main:574] : INFO : Epoch 1745 | loss: 0.0311502 | val_loss: 0.0311603 | Time: 2327.61 ms [2022-04-10 05:00:38 main:574] : INFO : Epoch 1746 | loss: 0.0311553 | val_loss: 0.0311623 | Time: 2164.42 ms [2022-04-10 05:00:40 main:574] : INFO : Epoch 1747 | loss: 0.0311554 | val_loss: 0.0311637 | Time: 2355.81 ms [2022-04-10 05:00:42 main:574] : INFO : Epoch 1748 | loss: 0.0311528 | val_loss: 0.0311631 | Time: 2291.46 ms [2022-04-10 05:00:45 main:574] : INFO : Epoch 1749 | loss: 0.031153 | val_loss: 0.0311603 | Time: 2286.05 ms [2022-04-10 05:00:47 main:574] : INFO : Epoch 1750 | loss: 0.0311507 | val_loss: 0.0311629 | Time: 2183.47 ms [2022-04-10 05:00:49 main:574] : INFO : Epoch 1751 | loss: 0.0311517 | val_loss: 0.0311632 | Time: 2144.98 ms [2022-04-10 05:00:51 main:574] : INFO : Epoch 1752 | loss: 0.0311519 | val_loss: 0.0311619 | Time: 2187.71 ms [2022-04-10 05:00:54 main:574] : INFO : Epoch 1753 | loss: 0.0311491 | val_loss: 0.0311611 | Time: 2227.43 ms [2022-04-10 05:00:56 main:574] : INFO : Epoch 1754 | loss: 0.0311489 | val_loss: 0.0311584 | Time: 2231.05 ms [2022-04-10 05:00:58 main:574] : INFO : Epoch 1755 | loss: 0.031149 | val_loss: 0.031159 | Time: 2403.31 ms [2022-04-10 05:01:00 main:574] : INFO : Epoch 1756 | loss: 0.0311521 | val_loss: 0.0311661 | Time: 2283.2 ms [2022-04-10 05:01:03 main:574] : INFO : Epoch 1757 | loss: 0.0311664 | val_loss: 0.0311704 | Time: 2469.88 ms [2022-04-10 05:01:05 main:574] : INFO : Epoch 1758 | loss: 0.031165 | val_loss: 0.031169 | Time: 2370.42 ms [2022-04-10 05:01:08 main:574] : INFO : Epoch 1759 | loss: 0.0311625 | val_loss: 0.0311664 | Time: 2326.98 ms [2022-04-10 05:01:10 main:574] : INFO : Epoch 1760 | loss: 0.0311606 | val_loss: 0.0311658 | Time: 2370.98 ms [2022-04-10 05:01:12 main:574] : INFO : Epoch 1761 | loss: 0.0311599 | val_loss: 0.031165 | Time: 2402.46 ms [2022-04-10 05:01:15 main:574] : INFO : Epoch 1762 | loss: 0.0311585 | val_loss: 0.0311661 | Time: 2468.6 ms [2022-04-10 05:01:17 main:574] : INFO : Epoch 1763 | loss: 0.0311583 | val_loss: 0.031165 | Time: 2383.34 ms [2022-04-10 05:01:20 main:574] : INFO : Epoch 1764 | loss: 0.0311579 | val_loss: 0.0311646 | Time: 2375.17 ms [2022-04-10 05:01:22 main:574] : INFO : Epoch 1765 | loss: 0.0311592 | val_loss: 0.0311648 | Time: 2423.32 ms [2022-04-10 05:01:24 main:574] : INFO : Epoch 1766 | loss: 0.0311573 | val_loss: 0.0311636 | Time: 2348.33 ms [2022-04-10 05:01:27 main:574] : INFO : Epoch 1767 | loss: 0.0311572 | val_loss: 0.0311651 | Time: 2246.54 ms [2022-04-10 05:01:29 main:574] : INFO : Epoch 1768 | loss: 0.0311571 | val_loss: 0.0311644 | Time: 2291.33 ms [2022-04-10 05:01:31 main:574] : INFO : Epoch 1769 | loss: 0.0311565 | val_loss: 0.0311678 | Time: 2127.33 ms [2022-04-10 05:01:33 main:574] : INFO : Epoch 1770 | loss: 0.0311583 | val_loss: 0.0311633 | Time: 2159.46 ms [2022-04-10 05:01:36 main:574] : INFO : Epoch 1771 | loss: 0.0311577 | val_loss: 0.0311627 | Time: 2275.46 ms [2022-04-10 05:01:38 main:574] : INFO : Epoch 1772 | loss: 0.0311558 | val_loss: 0.0311643 | Time: 2308.4 ms [2022-04-10 05:01:40 main:574] : INFO : Epoch 1773 | loss: 0.0311564 | val_loss: 0.0311632 | Time: 2213.39 ms [2022-04-10 05:01:42 main:574] : INFO : Epoch 1774 | loss: 0.0311547 | val_loss: 0.0311626 | Time: 2346.13 ms [2022-04-10 05:01:45 main:574] : INFO : Epoch 1775 | loss: 0.031155 | val_loss: 0.0311636 | Time: 2265.82 ms [2022-04-10 05:01:47 main:574] : INFO : Epoch 1776 | loss: 0.0311549 | val_loss: 0.0311614 | Time: 2155.84 ms [2022-04-10 05:01:49 main:574] : INFO : Epoch 1777 | loss: 0.0311546 | val_loss: 0.0311615 | Time: 2189.64 ms [2022-04-10 05:01:51 main:574] : INFO : Epoch 1778 | loss: 0.031156 | val_loss: 0.0311606 | Time: 2134.66 ms [2022-04-10 05:01:54 main:574] : INFO : Epoch 1779 | loss: 0.0311567 | val_loss: 0.031163 | Time: 2275.83 ms [2022-04-10 05:01:56 main:574] : INFO : Epoch 1780 | loss: 0.0311565 | val_loss: 0.0311612 | Time: 2162.15 ms [2022-04-10 05:01:58 main:574] : INFO : Epoch 1781 | loss: 0.0311545 | val_loss: 0.0311602 | Time: 2083.1 ms [2022-04-10 05:02:00 main:574] : INFO : Epoch 1782 | loss: 0.0311547 | val_loss: 0.031161 | Time: 2284.07 ms [2022-04-10 05:02:02 main:574] : INFO : Epoch 1783 | loss: 0.0311544 | val_loss: 0.0311603 | Time: 2189.07 ms [2022-04-10 05:02:04 main:574] : INFO : Epoch 1784 | loss: 0.0311547 | val_loss: 0.0311594 | Time: 2163.79 ms [2022-04-10 05:02:07 main:574] : INFO : Epoch 1785 | loss: 0.0311539 | val_loss: 0.0311626 | Time: 2293.23 ms [2022-04-10 05:02:09 main:574] : INFO : Epoch 1786 | loss: 0.0311543 | val_loss: 0.0311621 | Time: 2190.57 ms [2022-04-10 05:02:11 main:574] : INFO : Epoch 1787 | loss: 0.031155 | val_loss: 0.0311645 | Time: 2178.51 ms [2022-04-10 05:02:13 main:574] : INFO : Epoch 1788 | loss: 0.0311559 | val_loss: 0.0311614 | Time: 2172.42 ms [2022-04-10 05:02:15 main:574] : INFO : Epoch 1789 | loss: 0.0311567 | val_loss: 0.0311653 | Time: 2196.81 ms [2022-04-10 05:02:18 main:574] : INFO : Epoch 1790 | loss: 0.0311565 | val_loss: 0.0311618 | Time: 2200.48 ms [2022-04-10 05:02:20 main:574] : INFO : Epoch 1791 | loss: 0.0311537 | val_loss: 0.0311612 | Time: 2133.78 ms [2022-04-10 05:02:22 main:574] : INFO : Epoch 1792 | loss: 0.0311551 | val_loss: 0.0311622 | Time: 2125.82 ms [2022-04-10 05:02:24 main:574] : INFO : Epoch 1793 | loss: 0.0311529 | val_loss: 0.0311614 | Time: 2163.76 ms [2022-04-10 05:02:26 main:574] : INFO : Epoch 1794 | loss: 0.0311516 | val_loss: 0.0311607 | Time: 2104.63 ms [2022-04-10 05:02:28 main:574] : INFO : Epoch 1795 | loss: 0.0311517 | val_loss: 0.0311625 | Time: 2231.32 ms [2022-04-10 05:02:31 main:574] : INFO : Epoch 1796 | loss: 0.0311515 | val_loss: 0.0311594 | Time: 2018.8 ms [2022-04-10 05:02:33 main:574] : INFO : Epoch 1797 | loss: 0.0311517 | val_loss: 0.0311625 | Time: 2172.06 ms [2022-04-10 05:02:35 main:574] : INFO : Epoch 1798 | loss: 0.0311521 | val_loss: 0.0311608 | Time: 2250.65 ms [2022-04-10 05:02:37 main:574] : INFO : Epoch 1799 | loss: 0.0311529 | val_loss: 0.0311605 | Time: 2268.93 ms [2022-04-10 05:02:39 main:574] : INFO : Epoch 1800 | loss: 0.0311518 | val_loss: 0.031161 | Time: 2089.38 ms [2022-04-10 05:02:42 main:574] : INFO : Epoch 1801 | loss: 0.0311517 | val_loss: 0.0311608 | Time: 2199.83 ms [2022-04-10 05:02:44 main:574] : INFO : Epoch 1802 | loss: 0.0311524 | val_loss: 0.0311619 | Time: 2145.17 ms [2022-04-10 05:02:46 main:574] : INFO : Epoch 1803 | loss: 0.0311509 | val_loss: 0.03116 | Time: 2163.8 ms [2022-04-10 05:02:48 main:574] : INFO : Epoch 1804 | loss: 0.0311511 | val_loss: 0.0311626 | Time: 2134.24 ms [2022-04-10 05:02:50 main:574] : INFO : Epoch 1805 | loss: 0.0311506 | val_loss: 0.0311653 | Time: 2096.21 ms [2022-04-10 05:02:52 main:574] : INFO : Epoch 1806 | loss: 0.0311511 | val_loss: 0.0311623 | Time: 2195 ms [2022-04-10 05:02:54 main:574] : INFO : Epoch 1807 | loss: 0.0311532 | val_loss: 0.0311605 | Time: 2199.19 ms [2022-04-10 05:02:57 main:574] : INFO : Epoch 1808 | loss: 0.0311507 | val_loss: 0.0311638 | Time: 2130.44 ms [2022-04-10 05:02:59 main:574] : INFO : Epoch 1809 | loss: 0.0311524 | val_loss: 0.0311615 | Time: 2212.54 ms [2022-04-10 05:03:01 main:574] : INFO : Epoch 1810 | loss: 0.0311498 | val_loss: 0.031161 | Time: 2168.81 ms [2022-04-10 05:03:03 main:574] : INFO : Epoch 1811 | loss: 0.0311506 | val_loss: 0.0311616 | Time: 2127.67 ms [2022-04-10 05:03:05 main:574] : INFO : Epoch 1812 | loss: 0.0311513 | val_loss: 0.0311627 | Time: 2133.05 ms [2022-04-10 05:03:07 main:574] : INFO : Epoch 1813 | loss: 0.0311502 | val_loss: 0.0311642 | Time: 2226.68 ms [2022-04-10 05:03:10 main:574] : INFO : Epoch 1814 | loss: 0.0311539 | val_loss: 0.031167 | Time: 2098.7 ms [2022-04-10 05:03:12 main:574] : INFO : Epoch 1815 | loss: 0.0311543 | val_loss: 0.0311629 | Time: 2174.24 ms [2022-04-10 05:03:14 main:574] : INFO : Epoch 1816 | loss: 0.0311523 | val_loss: 0.0311635 | Time: 2118.59 ms [2022-04-10 05:03:16 main:574] : INFO : Epoch 1817 | loss: 0.0311546 | val_loss: 0.031167 | Time: 2151.97 ms [2022-04-10 05:03:18 main:574] : INFO : Epoch 1818 | loss: 0.0311521 | val_loss: 0.0311626 | Time: 2221.46 ms [2022-04-10 05:03:20 main:574] : INFO : Epoch 1819 | loss: 0.0311517 | val_loss: 0.0311654 | Time: 2143.88 ms [2022-04-10 05:03:23 main:574] : INFO : Epoch 1820 | loss: 0.0311504 | val_loss: 0.0311626 | Time: 2100.96 ms [2022-04-10 05:03:25 main:574] : INFO : Epoch 1821 | loss: 0.031151 | val_loss: 0.0311612 | Time: 2167.72 ms [2022-04-10 05:03:27 main:574] : INFO : Epoch 1822 | loss: 0.0311513 | val_loss: 0.0311621 | Time: 2063.01 ms [2022-04-10 05:03:29 main:574] : INFO : Epoch 1823 | loss: 0.0311505 | val_loss: 0.0311642 | Time: 2174.58 ms [2022-04-10 05:03:31 main:574] : INFO : Epoch 1824 | loss: 0.0311505 | val_loss: 0.0311612 | Time: 2201.56 ms [2022-04-10 05:03:33 main:574] : INFO : Epoch 1825 | loss: 0.0311492 | val_loss: 0.0311601 | Time: 2139.9 ms [2022-04-10 05:03:36 main:574] : INFO : Epoch 1826 | loss: 0.0311492 | val_loss: 0.03116 | Time: 2335.41 ms [2022-04-10 05:03:38 main:574] : INFO : Epoch 1827 | loss: 0.0311532 | val_loss: 0.0311628 | Time: 2041.27 ms [2022-04-10 05:03:40 main:574] : INFO : Epoch 1828 | loss: 0.0311516 | val_loss: 0.0311618 | Time: 2183.42 ms [2022-04-10 05:03:42 main:574] : INFO : Epoch 1829 | loss: 0.0311533 | val_loss: 0.0311617 | Time: 2174.21 ms [2022-04-10 05:03:44 main:574] : INFO : Epoch 1830 | loss: 0.031152 | val_loss: 0.0311625 | Time: 2177.07 ms [2022-04-10 05:03:46 main:574] : INFO : Epoch 1831 | loss: 0.0311505 | val_loss: 0.0311637 | Time: 2164.11 ms [2022-04-10 05:03:49 main:574] : INFO : Epoch 1832 | loss: 0.0311519 | val_loss: 0.0311631 | Time: 2144.64 ms [2022-04-10 05:03:51 main:574] : INFO : Epoch 1833 | loss: 0.031153 | val_loss: 0.0311678 | Time: 2173.11 ms [2022-04-10 05:03:53 main:574] : INFO : Epoch 1834 | loss: 0.0311546 | val_loss: 0.0311635 | Time: 2147.88 ms [2022-04-10 05:03:55 main:574] : INFO : Epoch 1835 | loss: 0.0311505 | val_loss: 0.0311653 | Time: 2229.63 ms [2022-04-10 05:03:57 main:574] : INFO : Epoch 1836 | loss: 0.0311518 | val_loss: 0.0311643 | Time: 2080.71 ms [2022-04-10 05:03:59 main:574] : INFO : Epoch 1837 | loss: 0.0311509 | val_loss: 0.0311638 | Time: 2105.96 ms [2022-04-10 05:04:02 main:574] : INFO : Epoch 1838 | loss: 0.0311509 | val_loss: 0.0311634 | Time: 2222.75 ms [2022-04-10 05:04:04 main:574] : INFO : Epoch 1839 | loss: 0.0311515 | val_loss: 0.0311617 | Time: 2260.05 ms [2022-04-10 05:04:06 main:574] : INFO : Epoch 1840 | loss: 0.0311496 | val_loss: 0.0311633 | Time: 2182.17 ms [2022-04-10 05:04:08 main:574] : INFO : Epoch 1841 | loss: 0.0311502 | val_loss: 0.0311626 | Time: 2294.03 ms [2022-04-10 05:04:10 main:574] : INFO : Epoch 1842 | loss: 0.0311495 | val_loss: 0.0311644 | Time: 2174.26 ms [2022-04-10 05:04:13 main:574] : INFO : Epoch 1843 | loss: 0.0311506 | val_loss: 0.0311639 | Time: 2187.21 ms [2022-04-10 05:04:15 main:574] : INFO : Epoch 1844 | loss: 0.0311501 | val_loss: 0.0311631 | Time: 2106.55 ms [2022-04-10 05:04:17 main:574] : INFO : Epoch 1845 | loss: 0.0311489 | val_loss: 0.0311642 | Time: 2129.54 ms [2022-04-10 05:04:19 main:574] : INFO : Epoch 1846 | loss: 0.0311496 | val_loss: 0.0311622 | Time: 2151.86 ms [2022-04-10 05:04:21 main:574] : INFO : Epoch 1847 | loss: 0.0311482 | val_loss: 0.0311642 | Time: 2198 ms [2022-04-10 05:04:23 main:574] : INFO : Epoch 1848 | loss: 0.0311487 | val_loss: 0.0311637 | Time: 2191.51 ms [2022-04-10 05:04:26 main:574] : INFO : Epoch 1849 | loss: 0.0311486 | val_loss: 0.0311601 | Time: 2169.83 ms [2022-04-10 05:04:28 main:574] : INFO : Epoch 1850 | loss: 0.0311478 | val_loss: 0.0311639 | Time: 2233.96 ms [2022-04-10 05:04:30 main:574] : INFO : Epoch 1851 | loss: 0.0311493 | val_loss: 0.0311622 | Time: 2185.41 ms [2022-04-10 05:04:32 main:574] : INFO : Epoch 1852 | loss: 0.0311494 | val_loss: 0.0311632 | Time: 2182.34 ms [2022-04-10 05:04:35 main:574] : INFO : Epoch 1853 | loss: 0.0311491 | val_loss: 0.0311642 | Time: 2282.25 ms [2022-04-10 05:04:37 main:574] : INFO : Epoch 1854 | loss: 0.0311479 | val_loss: 0.0311615 | Time: 2246.44 ms [2022-04-10 05:04:39 main:574] : INFO : Epoch 1855 | loss: 0.0311477 | val_loss: 0.0311613 | Time: 2272.72 ms [2022-04-10 05:04:41 main:574] : INFO : Epoch 1856 | loss: 0.0311477 | val_loss: 0.0311603 | Time: 2118.7 ms [2022-04-10 05:04:43 main:574] : INFO : Epoch 1857 | loss: 0.0311517 | val_loss: 0.0311669 | Time: 2232.23 ms [2022-04-10 05:04:46 main:574] : INFO : Epoch 1858 | loss: 0.0311533 | val_loss: 0.031161 | Time: 2167.3 ms [2022-04-10 05:04:48 main:574] : INFO : Epoch 1859 | loss: 0.0311497 | val_loss: 0.0311583 | Time: 2195.07 ms [2022-04-10 05:04:50 main:574] : INFO : Epoch 1860 | loss: 0.0311491 | val_loss: 0.0311672 | Time: 2266.03 ms [2022-04-10 05:04:52 main:574] : INFO : Epoch 1861 | loss: 0.0311498 | val_loss: 0.0311599 | Time: 2373.44 ms [2022-04-10 05:04:55 main:574] : INFO : Epoch 1862 | loss: 0.0311491 | val_loss: 0.0311589 | Time: 2147.73 ms [2022-04-10 05:04:57 main:574] : INFO : Epoch 1863 | loss: 0.0311491 | val_loss: 0.0311601 | Time: 2165.53 ms [2022-04-10 05:04:59 main:574] : INFO : Epoch 1864 | loss: 0.0311481 | val_loss: 0.0311592 | Time: 2227.72 ms [2022-04-10 05:05:01 main:574] : INFO : Epoch 1865 | loss: 0.0311494 | val_loss: 0.0311613 | Time: 2177.3 ms [2022-04-10 05:05:03 main:574] : INFO : Epoch 1866 | loss: 0.0311488 | val_loss: 0.0311619 | Time: 2188.3 ms [2022-04-10 05:05:06 main:574] : INFO : Epoch 1867 | loss: 0.0311569 | val_loss: 0.0311652 | Time: 2166.25 ms [2022-04-10 05:05:08 main:574] : INFO : Epoch 1868 | loss: 0.0311596 | val_loss: 0.0311644 | Time: 2083.82 ms [2022-04-10 05:05:10 main:574] : INFO : Epoch 1869 | loss: 0.0311577 | val_loss: 0.0311608 | Time: 2206.28 ms [2022-04-10 05:05:12 main:574] : INFO : Epoch 1870 | loss: 0.0311584 | val_loss: 0.0311649 | Time: 2178.72 ms [2022-04-10 05:05:14 main:574] : INFO : Epoch 1871 | loss: 0.0311577 | val_loss: 0.031161 | Time: 2263.8 ms [2022-04-10 05:05:16 main:574] : INFO : Epoch 1872 | loss: 0.031156 | val_loss: 0.0311639 | Time: 2130.36 ms [2022-04-10 05:05:19 main:574] : INFO : Epoch 1873 | loss: 0.0311603 | val_loss: 0.031164 | Time: 2262.95 ms [2022-04-10 05:05:21 main:574] : INFO : Epoch 1874 | loss: 0.0311589 | val_loss: 0.0311684 | Time: 2096.64 ms [2022-04-10 05:05:23 main:574] : INFO : Epoch 1875 | loss: 0.0311599 | val_loss: 0.0311635 | Time: 2192.74 ms [2022-04-10 05:05:25 main:574] : INFO : Epoch 1876 | loss: 0.0311567 | val_loss: 0.0311626 | Time: 2160.41 ms [2022-04-10 05:05:27 main:574] : INFO : Epoch 1877 | loss: 0.0311554 | val_loss: 0.0311629 | Time: 2108 ms [2022-04-10 05:05:30 main:574] : INFO : Epoch 1878 | loss: 0.0311549 | val_loss: 0.0311628 | Time: 2253.67 ms [2022-04-10 05:05:32 main:574] : INFO : Epoch 1879 | loss: 0.0311543 | val_loss: 0.0311697 | Time: 2126.2 ms [2022-04-10 05:05:34 main:574] : INFO : Epoch 1880 | loss: 0.0311582 | val_loss: 0.0311631 | Time: 2186.88 ms [2022-04-10 05:05:36 main:574] : INFO : Epoch 1881 | loss: 0.0311551 | val_loss: 0.0311665 | Time: 2167.54 ms [2022-04-10 05:05:38 main:574] : INFO : Epoch 1882 | loss: 0.0311542 | val_loss: 0.0311635 | Time: 2195.83 ms [2022-04-10 05:05:41 main:574] : INFO : Epoch 1883 | loss: 0.0311559 | val_loss: 0.0311626 | Time: 2347.12 ms [2022-04-10 05:05:43 main:574] : INFO : Epoch 1884 | loss: 0.0311548 | val_loss: 0.0311625 | Time: 2187.71 ms [2022-04-10 05:05:45 main:574] : INFO : Epoch 1885 | loss: 0.0311547 | val_loss: 0.0311631 | Time: 2122.96 ms [2022-04-10 05:05:47 main:574] : INFO : Epoch 1886 | loss: 0.0311539 | val_loss: 0.0311608 | Time: 2150.65 ms [2022-04-10 05:05:49 main:574] : INFO : Epoch 1887 | loss: 0.0311536 | val_loss: 0.031163 | Time: 2302.64 ms [2022-04-10 05:05:52 main:574] : INFO : Epoch 1888 | loss: 0.031152 | val_loss: 0.0311609 | Time: 2225.62 ms [2022-04-10 05:05:54 main:574] : INFO : Epoch 1889 | loss: 0.0311511 | val_loss: 0.0311605 | Time: 2130.52 ms [2022-04-10 05:05:56 main:574] : INFO : Epoch 1890 | loss: 0.0311501 | val_loss: 0.0311604 | Time: 2226.64 ms [2022-04-10 05:05:58 main:574] : INFO : Epoch 1891 | loss: 0.0311562 | val_loss: 0.0311644 | Time: 2203.92 ms [2022-04-10 05:06:00 main:574] : INFO : Epoch 1892 | loss: 0.0311654 | val_loss: 0.0311692 | Time: 2233.5 ms [2022-04-10 05:06:03 main:574] : INFO : Epoch 1893 | loss: 0.031165 | val_loss: 0.0311736 | Time: 2276.81 ms [2022-04-10 05:06:05 main:574] : INFO : Epoch 1894 | loss: 0.0311632 | val_loss: 0.0311739 | Time: 2180.56 ms [2022-04-10 05:06:07 main:574] : INFO : Epoch 1895 | loss: 0.0311611 | val_loss: 0.0311698 | Time: 2203.82 ms [2022-04-10 05:06:09 main:574] : INFO : Epoch 1896 | loss: 0.0311597 | val_loss: 0.0311664 | Time: 2250.65 ms [2022-04-10 05:06:12 main:574] : INFO : Epoch 1897 | loss: 0.0311571 | val_loss: 0.0311636 | Time: 2200.91 ms [2022-04-10 05:06:14 main:574] : INFO : Epoch 1898 | loss: 0.0311562 | val_loss: 0.0311653 | Time: 2161.01 ms [2022-04-10 05:06:16 main:574] : INFO : Epoch 1899 | loss: 0.0311549 | val_loss: 0.0311627 | Time: 2156.8 ms [2022-04-10 05:06:18 main:574] : INFO : Epoch 1900 | loss: 0.0311583 | val_loss: 0.0311635 | Time: 2069.44 ms [2022-04-10 05:06:20 main:574] : INFO : Epoch 1901 | loss: 0.031157 | val_loss: 0.0311649 | Time: 2142.98 ms [2022-04-10 05:06:22 main:574] : INFO : Epoch 1902 | loss: 0.0311528 | val_loss: 0.031161 | Time: 2185.47 ms [2022-04-10 05:06:24 main:574] : INFO : Epoch 1903 | loss: 0.0311518 | val_loss: 0.0311636 | Time: 2132.89 ms [2022-04-10 05:06:26 main:574] : INFO : Epoch 1904 | loss: 0.0311518 | val_loss: 0.0311643 | Time: 2017.35 ms [2022-04-10 05:06:29 main:574] : INFO : Epoch 1905 | loss: 0.031154 | val_loss: 0.0311648 | Time: 2213.23 ms [2022-04-10 05:06:31 main:574] : INFO : Epoch 1906 | loss: 0.031154 | val_loss: 0.0311685 | Time: 2168.56 ms [2022-04-10 05:06:33 main:574] : INFO : Epoch 1907 | loss: 0.0311534 | val_loss: 0.0311664 | Time: 2179.97 ms [2022-04-10 05:06:35 main:574] : INFO : Epoch 1908 | loss: 0.0311571 | val_loss: 0.0311678 | Time: 2175.01 ms [2022-04-10 05:06:37 main:574] : INFO : Epoch 1909 | loss: 0.0311631 | val_loss: 0.0311649 | Time: 2223.47 ms [2022-04-10 05:06:40 main:574] : INFO : Epoch 1910 | loss: 0.0311617 | val_loss: 0.0311631 | Time: 2352.82 ms [2022-04-10 05:06:42 main:574] : INFO : Epoch 1911 | loss: 0.0311601 | val_loss: 0.0311633 | Time: 2176.34 ms [2022-04-10 05:06:44 main:574] : INFO : Epoch 1912 | loss: 0.0311585 | val_loss: 0.0311646 | Time: 2126.78 ms [2022-04-10 05:06:46 main:574] : INFO : Epoch 1913 | loss: 0.0311575 | val_loss: 0.0311635 | Time: 2208.41 ms [2022-04-10 05:06:48 main:574] : INFO : Epoch 1914 | loss: 0.0311568 | val_loss: 0.0311701 | Time: 2155.43 ms [2022-04-10 05:06:51 main:574] : INFO : Epoch 1915 | loss: 0.0311597 | val_loss: 0.0311622 | Time: 2155 ms [2022-04-10 05:06:53 main:574] : INFO : Epoch 1916 | loss: 0.031157 | val_loss: 0.0311613 | Time: 2180.38 ms [2022-04-10 05:06:55 main:574] : INFO : Epoch 1917 | loss: 0.0311582 | val_loss: 0.0311639 | Time: 2136.24 ms [2022-04-10 05:06:57 main:574] : INFO : Epoch 1918 | loss: 0.0311556 | val_loss: 0.0311625 | Time: 2224.04 ms [2022-04-10 05:07:00 main:574] : INFO : Epoch 1919 | loss: 0.0311552 | val_loss: 0.0311652 | Time: 2291.68 ms [2022-04-10 05:07:02 main:574] : INFO : Epoch 1920 | loss: 0.0311548 | val_loss: 0.0311616 | Time: 2148.66 ms [2022-04-10 05:07:04 main:574] : INFO : Epoch 1921 | loss: 0.0311538 | val_loss: 0.0311645 | Time: 2219.57 ms [2022-04-10 05:07:06 main:574] : INFO : Epoch 1922 | loss: 0.0311538 | val_loss: 0.0311627 | Time: 2223.7 ms [2022-04-10 05:07:08 main:574] : INFO : Epoch 1923 | loss: 0.0311543 | val_loss: 0.0311615 | Time: 2198.1 ms [2022-04-10 05:07:10 main:574] : INFO : Epoch 1924 | loss: 0.0311536 | val_loss: 0.0311665 | Time: 2166.23 ms [2022-04-10 05:07:13 main:574] : INFO : Epoch 1925 | loss: 0.0311529 | val_loss: 0.0311631 | Time: 2232.23 ms [2022-04-10 05:07:15 main:574] : INFO : Epoch 1926 | loss: 0.0311519 | val_loss: 0.0311641 | Time: 2376.17 ms [2022-04-10 05:07:17 main:574] : INFO : Epoch 1927 | loss: 0.031153 | val_loss: 0.0311618 | Time: 2237.16 ms [2022-04-10 05:07:20 main:574] : INFO : Epoch 1928 | loss: 0.031152 | val_loss: 0.0311624 | Time: 2197 ms [2022-04-10 05:07:22 main:574] : INFO : Epoch 1929 | loss: 0.0311513 | val_loss: 0.0311672 | Time: 2167.88 ms [2022-04-10 05:07:24 main:574] : INFO : Epoch 1930 | loss: 0.0311518 | val_loss: 0.0311676 | Time: 2155.93 ms [2022-04-10 05:07:26 main:574] : INFO : Epoch 1931 | loss: 0.0311526 | val_loss: 0.0311658 | Time: 2185.91 ms [2022-04-10 05:07:28 main:574] : INFO : Epoch 1932 | loss: 0.031151 | val_loss: 0.0311614 | Time: 2140.94 ms [2022-04-10 05:07:30 main:574] : INFO : Epoch 1933 | loss: 0.03115 | val_loss: 0.031162 | Time: 2218.71 ms [2022-04-10 05:07:33 main:574] : INFO : Epoch 1934 | loss: 0.0311545 | val_loss: 0.0311629 | Time: 2260.61 ms [2022-04-10 05:07:35 main:574] : INFO : Epoch 1935 | loss: 0.0311536 | val_loss: 0.0311613 | Time: 2140.14 ms [2022-04-10 05:07:37 main:574] : INFO : Epoch 1936 | loss: 0.031153 | val_loss: 0.0311642 | Time: 2238.86 ms [2022-04-10 05:07:39 main:574] : INFO : Epoch 1937 | loss: 0.0311537 | val_loss: 0.0311646 | Time: 2331.51 ms [2022-04-10 05:07:42 main:574] : INFO : Epoch 1938 | loss: 0.0311541 | val_loss: 0.0311608 | Time: 2200.12 ms [2022-04-10 05:07:44 main:574] : INFO : Epoch 1939 | loss: 0.0311516 | val_loss: 0.0311646 | Time: 2168.31 ms [2022-04-10 05:07:46 main:574] : INFO : Epoch 1940 | loss: 0.0311519 | val_loss: 0.0311627 | Time: 2073.67 ms [2022-04-10 05:07:48 main:574] : INFO : Epoch 1941 | loss: 0.0311522 | val_loss: 0.0311629 | Time: 2245.12 ms [2022-04-10 05:07:50 main:574] : INFO : Epoch 1942 | loss: 0.031151 | val_loss: 0.0311637 | Time: 2277.16 ms [2022-04-10 05:07:53 main:574] : INFO : Epoch 1943 | loss: 0.0311508 | val_loss: 0.0311646 | Time: 2210.46 ms [2022-04-10 05:07:55 main:574] : INFO : Epoch 1944 | loss: 0.0311492 | val_loss: 0.0311639 | Time: 2065.63 ms [2022-04-10 05:07:57 main:574] : INFO : Epoch 1945 | loss: 0.0311488 | val_loss: 0.0311613 | Time: 2244.3 ms [2022-04-10 05:07:59 main:574] : INFO : Epoch 1946 | loss: 0.0311483 | val_loss: 0.0311625 | Time: 2122.21 ms [2022-04-10 05:08:01 main:574] : INFO : Epoch 1947 | loss: 0.0311481 | val_loss: 0.0311625 | Time: 2244.76 ms [2022-04-10 05:08:03 main:574] : INFO : Epoch 1948 | loss: 0.031147 | val_loss: 0.0311616 | Time: 2093.38 ms [2022-04-10 05:08:06 main:574] : INFO : Epoch 1949 | loss: 0.0311486 | val_loss: 0.0311596 | Time: 2174.17 ms [2022-04-10 05:08:08 main:574] : INFO : Epoch 1950 | loss: 0.0311487 | val_loss: 0.0311615 | Time: 2114.07 ms [2022-04-10 05:08:10 main:574] : INFO : Epoch 1951 | loss: 0.0311498 | val_loss: 0.031161 | Time: 2155.95 ms [2022-04-10 05:08:12 main:574] : INFO : Epoch 1952 | loss: 0.0311498 | val_loss: 0.0311619 | Time: 2230.2 ms [2022-04-10 05:08:14 main:574] : INFO : Epoch 1953 | loss: 0.0311484 | val_loss: 0.031162 | Time: 2121.79 ms [2022-04-10 05:08:16 main:574] : INFO : Epoch 1954 | loss: 0.0311486 | val_loss: 0.0311613 | Time: 2164.37 ms [2022-04-10 05:08:19 main:574] : INFO : Epoch 1955 | loss: 0.0311479 | val_loss: 0.0311618 | Time: 2176.91 ms [2022-04-10 05:08:21 main:574] : INFO : Epoch 1956 | loss: 0.0311482 | val_loss: 0.0311619 | Time: 2227.24 ms [2022-04-10 05:08:23 main:574] : INFO : Epoch 1957 | loss: 0.0311487 | val_loss: 0.0311636 | Time: 2345.83 ms [2022-04-10 05:08:26 main:574] : INFO : Epoch 1958 | loss: 0.0311475 | val_loss: 0.0311638 | Time: 2607.09 ms [2022-04-10 05:08:28 main:574] : INFO : Epoch 1959 | loss: 0.031147 | val_loss: 0.0311628 | Time: 2265.82 ms [2022-04-10 05:08:30 main:574] : INFO : Epoch 1960 | loss: 0.0311492 | val_loss: 0.0311627 | Time: 2151.53 ms [2022-04-10 05:08:32 main:574] : INFO : Epoch 1961 | loss: 0.031149 | val_loss: 0.0311658 | Time: 2237.34 ms [2022-04-10 05:08:35 main:574] : INFO : Epoch 1962 | loss: 0.0311512 | val_loss: 0.0311634 | Time: 2173.19 ms [2022-04-10 05:08:37 main:574] : INFO : Epoch 1963 | loss: 0.0311498 | val_loss: 0.0311622 | Time: 2268.15 ms [2022-04-10 05:08:39 main:574] : INFO : Epoch 1964 | loss: 0.0311485 | val_loss: 0.0311656 | Time: 2280.5 ms [2022-04-10 05:08:41 main:574] : INFO : Epoch 1965 | loss: 0.0311507 | val_loss: 0.0311633 | Time: 2215.84 ms [2022-04-10 05:08:44 main:574] : INFO : Epoch 1966 | loss: 0.0311498 | val_loss: 0.0311619 | Time: 2203.25 ms [2022-04-10 05:08:46 main:574] : INFO : Epoch 1967 | loss: 0.0311485 | val_loss: 0.0311612 | Time: 2200.02 ms [2022-04-10 05:08:48 main:574] : INFO : Epoch 1968 | loss: 0.0311477 | val_loss: 0.0311612 | Time: 2192.92 ms [2022-04-10 05:08:50 main:574] : INFO : Epoch 1969 | loss: 0.0311488 | val_loss: 0.0311626 | Time: 2263.6 ms [2022-04-10 05:08:53 main:574] : INFO : Epoch 1970 | loss: 0.0311493 | val_loss: 0.0311625 | Time: 2264.5 ms [2022-04-10 05:08:55 main:574] : INFO : Epoch 1971 | loss: 0.0311483 | val_loss: 0.0311627 | Time: 2174.14 ms [2022-04-10 05:08:57 main:574] : INFO : Epoch 1972 | loss: 0.0311489 | val_loss: 0.0311623 | Time: 2213.99 ms [2022-04-10 05:08:59 main:574] : INFO : Epoch 1973 | loss: 0.0311468 | val_loss: 0.0311669 | Time: 2131.43 ms [2022-04-10 05:09:01 main:574] : INFO : Epoch 1974 | loss: 0.031147 | val_loss: 0.0311649 | Time: 2280.19 ms [2022-04-10 05:09:04 main:574] : INFO : Epoch 1975 | loss: 0.0311457 | val_loss: 0.0311623 | Time: 2236.1 ms [2022-04-10 05:09:06 main:574] : INFO : Epoch 1976 | loss: 0.0311483 | val_loss: 0.0311691 | Time: 2230.62 ms [2022-04-10 05:09:08 main:574] : INFO : Epoch 1977 | loss: 0.0311458 | val_loss: 0.0311617 | Time: 2142.2 ms [2022-04-10 05:09:10 main:574] : INFO : Epoch 1978 | loss: 0.0311457 | val_loss: 0.0311622 | Time: 2248.2 ms [2022-04-10 05:09:12 main:574] : INFO : Epoch 1979 | loss: 0.0311467 | val_loss: 0.031162 | Time: 2179.4 ms [2022-04-10 05:09:15 main:574] : INFO : Epoch 1980 | loss: 0.0311477 | val_loss: 0.0311642 | Time: 2325.1 ms [2022-04-10 05:09:17 main:574] : INFO : Epoch 1981 | loss: 0.0311517 | val_loss: 0.031162 | Time: 2142.37 ms [2022-04-10 05:09:19 main:574] : INFO : Epoch 1982 | loss: 0.0311515 | val_loss: 0.0311626 | Time: 2322.86 ms [2022-04-10 05:09:22 main:574] : INFO : Epoch 1983 | loss: 0.0311507 | val_loss: 0.031163 | Time: 2302.67 ms [2022-04-10 05:09:24 main:574] : INFO : Epoch 1984 | loss: 0.0311485 | val_loss: 0.0311613 | Time: 2222.96 ms [2022-04-10 05:09:26 main:574] : INFO : Epoch 1985 | loss: 0.0311703 | val_loss: 0.0313201 | Time: 2362.08 ms [2022-04-10 05:09:28 main:574] : INFO : Epoch 1986 | loss: 0.034402 | val_loss: 0.0325694 | Time: 2215.3 ms [2022-04-10 05:09:31 main:574] : INFO : Epoch 1987 | loss: 0.0317909 | val_loss: 0.031299 | Time: 2211.15 ms [2022-04-10 05:09:33 main:574] : INFO : Epoch 1988 | loss: 0.0313151 | val_loss: 0.0312562 | Time: 2202.84 ms [2022-04-10 05:09:35 main:574] : INFO : Epoch 1989 | loss: 0.0312495 | val_loss: 0.0312375 | Time: 2118.56 ms [2022-04-10 05:09:37 main:574] : INFO : Epoch 1990 | loss: 0.0312312 | val_loss: 0.0312239 | Time: 2219.6 ms [2022-04-10 05:09:39 main:574] : INFO : Epoch 1991 | loss: 0.0312221 | val_loss: 0.0312155 | Time: 2237 ms [2022-04-10 05:09:42 main:574] : INFO : Epoch 1992 | loss: 0.0312189 | val_loss: 0.0312148 | Time: 2160.48 ms [2022-04-10 05:09:44 main:574] : INFO : Epoch 1993 | loss: 0.0312191 | val_loss: 0.0312125 | Time: 2318.57 ms [2022-04-10 05:09:46 main:574] : INFO : Epoch 1994 | loss: 0.031216 | val_loss: 0.031213 | Time: 2144.81 ms [2022-04-10 05:09:48 main:574] : INFO : Epoch 1995 | loss: 0.0312166 | val_loss: 0.0312134 | Time: 2249.53 ms [2022-04-10 05:09:50 main:574] : INFO : Epoch 1996 | loss: 0.0312151 | val_loss: 0.0312116 | Time: 2133.91 ms [2022-04-10 05:09:53 main:574] : INFO : Epoch 1997 | loss: 0.0312146 | val_loss: 0.0312105 | Time: 2241.23 ms [2022-04-10 05:09:55 main:574] : INFO : Epoch 1998 | loss: 0.0312137 | val_loss: 0.0312098 | Time: 2232.02 ms [2022-04-10 05:09:57 main:574] : INFO : Epoch 1999 | loss: 0.0312148 | val_loss: 0.0312089 | Time: 2319.14 ms [2022-04-10 05:09:59 main:574] : INFO : Epoch 2000 | loss: 0.0312128 | val_loss: 0.031214 | Time: 2182.77 ms [2022-04-10 05:10:02 main:574] : INFO : Epoch 2001 | loss: 0.0312168 | val_loss: 0.0312097 | Time: 2113.71 ms [2022-04-10 05:10:04 main:574] : INFO : Epoch 2002 | loss: 0.031213 | val_loss: 0.0312082 | Time: 2335.74 ms [2022-04-10 05:10:06 main:574] : INFO : Epoch 2003 | loss: 0.0312128 | val_loss: 0.0312119 | Time: 2178.37 ms [2022-04-10 05:10:08 main:574] : INFO : Epoch 2004 | loss: 0.0312131 | val_loss: 0.0312161 | Time: 2371.34 ms [2022-04-10 05:10:11 main:574] : INFO : Epoch 2005 | loss: 0.0312149 | val_loss: 0.0312092 | Time: 2166.38 ms [2022-04-10 05:10:13 main:574] : INFO : Epoch 2006 | loss: 0.0312125 | val_loss: 0.0312119 | Time: 2221.21 ms [2022-04-10 05:10:15 main:574] : INFO : Epoch 2007 | loss: 0.0312153 | val_loss: 0.0312141 | Time: 2146.14 ms [2022-04-10 05:10:17 main:574] : INFO : Epoch 2008 | loss: 0.031218 | val_loss: 0.0312078 | Time: 2278.08 ms [2022-04-10 05:10:20 main:574] : INFO : Epoch 2009 | loss: 0.0312111 | val_loss: 0.0312086 | Time: 2260.77 ms [2022-04-10 05:10:22 main:574] : INFO : Epoch 2010 | loss: 0.0312109 | val_loss: 0.0312061 | Time: 2159.38 ms [2022-04-10 05:10:24 main:574] : INFO : Epoch 2011 | loss: 0.0312114 | val_loss: 0.0312108 | Time: 2129.44 ms [2022-04-10 05:10:26 main:574] : INFO : Epoch 2012 | loss: 0.0312106 | val_loss: 0.0312096 | Time: 2155.81 ms [2022-04-10 05:10:28 main:574] : INFO : Epoch 2013 | loss: 0.0312108 | val_loss: 0.0312053 | Time: 2177.08 ms [2022-04-10 05:10:30 main:574] : INFO : Epoch 2014 | loss: 0.0312093 | val_loss: 0.0312056 | Time: 2186.56 ms [2022-04-10 05:10:32 main:574] : INFO : Epoch 2015 | loss: 0.0312087 | val_loss: 0.0312059 | Time: 2124.79 ms [2022-04-10 05:10:35 main:574] : INFO : Epoch 2016 | loss: 0.0312086 | val_loss: 0.0312092 | Time: 2241 ms [2022-04-10 05:10:37 main:574] : INFO : Epoch 2017 | loss: 0.0312115 | val_loss: 0.0312056 | Time: 2238.1 ms [2022-04-10 05:10:39 main:574] : INFO : Epoch 2018 | loss: 0.0312083 | val_loss: 0.0312053 | Time: 2182.52 ms [2022-04-10 05:10:41 main:574] : INFO : Epoch 2019 | loss: 0.0312083 | val_loss: 0.0312052 | Time: 2099.6 ms [2022-04-10 05:10:43 main:574] : INFO : Epoch 2020 | loss: 0.0312077 | val_loss: 0.0312035 | Time: 2217.62 ms [2022-04-10 05:10:46 main:574] : INFO : Epoch 2021 | loss: 0.0312114 | val_loss: 0.0312133 | Time: 2159.72 ms [2022-04-10 05:10:48 main:574] : INFO : Epoch 2022 | loss: 0.0312141 | val_loss: 0.0312043 | Time: 2234.55 ms [2022-04-10 05:10:50 main:574] : INFO : Epoch 2023 | loss: 0.0312077 | val_loss: 0.0312034 | Time: 2145.74 ms [2022-04-10 05:10:52 main:574] : INFO : Epoch 2024 | loss: 0.031208 | val_loss: 0.0312065 | Time: 2279.13 ms [2022-04-10 05:10:55 main:574] : INFO : Epoch 2025 | loss: 0.0312084 | val_loss: 0.0312039 | Time: 2264.5 ms [2022-04-10 05:10:57 main:574] : INFO : Epoch 2026 | loss: 0.0312077 | val_loss: 0.0312095 | Time: 2151.63 ms [2022-04-10 05:10:59 main:574] : INFO : Epoch 2027 | loss: 0.03121 | val_loss: 0.0312064 | Time: 2119.16 ms [2022-04-10 05:11:01 main:574] : INFO : Epoch 2028 | loss: 0.0312107 | val_loss: 0.0312059 | Time: 2157.36 ms [2022-04-10 05:11:03 main:574] : INFO : Epoch 2029 | loss: 0.0312088 | val_loss: 0.0312059 | Time: 2181.96 ms [2022-04-10 05:11:05 main:574] : INFO : Epoch 2030 | loss: 0.0312068 | val_loss: 0.0312021 | Time: 2131.22 ms [2022-04-10 05:11:08 main:574] : INFO : Epoch 2031 | loss: 0.0312069 | val_loss: 0.0312023 | Time: 2277.25 ms [2022-04-10 05:11:10 main:574] : INFO : Epoch 2032 | loss: 0.0312072 | val_loss: 0.0312023 | Time: 2388.86 ms [2022-04-10 05:11:12 main:574] : INFO : Epoch 2033 | loss: 0.0312073 | val_loss: 0.0312027 | Time: 2373.41 ms [2022-04-10 05:11:15 main:574] : INFO : Epoch 2034 | loss: 0.0312061 | val_loss: 0.0312017 | Time: 2172.96 ms [2022-04-10 05:11:17 main:574] : INFO : Epoch 2035 | loss: 0.0312082 | val_loss: 0.0312076 | Time: 2111.15 ms [2022-04-10 05:11:19 main:574] : INFO : Epoch 2036 | loss: 0.0312072 | val_loss: 0.0312008 | Time: 2112.34 ms [2022-04-10 05:11:21 main:574] : INFO : Epoch 2037 | loss: 0.0312056 | val_loss: 0.0312037 | Time: 2176.63 ms [2022-04-10 05:11:23 main:574] : INFO : Epoch 2038 | loss: 0.031208 | val_loss: 0.0312023 | Time: 2256.47 ms [2022-04-10 05:11:26 main:574] : INFO : Epoch 2039 | loss: 0.031206 | val_loss: 0.0312014 | Time: 2247.74 ms [2022-04-10 05:11:28 main:574] : INFO : Epoch 2040 | loss: 0.0312082 | val_loss: 0.0312017 | Time: 2204.18 ms [2022-04-10 05:11:30 main:574] : INFO : Epoch 2041 | loss: 0.0312062 | val_loss: 0.0312076 | Time: 2397.56 ms [2022-04-10 05:11:32 main:574] : INFO : Epoch 2042 | loss: 0.031208 | val_loss: 0.031205 | Time: 2243.85 ms [2022-04-10 05:11:35 main:574] : INFO : Epoch 2043 | loss: 0.0312063 | val_loss: 0.0312002 | Time: 2259.25 ms [2022-04-10 05:11:37 main:574] : INFO : Epoch 2044 | loss: 0.0312055 | val_loss: 0.0312007 | Time: 2214.85 ms [2022-04-10 05:11:39 main:574] : INFO : Epoch 2045 | loss: 0.0312068 | val_loss: 0.0312159 | Time: 2464.84 ms [2022-04-10 05:11:42 main:574] : INFO : Epoch 2046 | loss: 0.0312128 | val_loss: 0.03121 | Time: 2129.37 ms [2022-04-10 05:11:44 main:574] : INFO : Epoch 2047 | loss: 0.0312074 | val_loss: 0.0312039 | Time: 2288.83 ms [2022-04-10 05:11:46 main:574] : INFO : Epoch 2048 | loss: 0.0312057 | val_loss: 0.031203 | Time: 2227.67 ms [2022-04-10 05:11:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031203 [2022-04-10 05:11:46 main:603] : INFO : Saving end state to config to file [2022-04-10 05:11:46 main:608] : INFO : Success, exiting.. 05:11:46 (20960): 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)