Task 3736407
| Name | ParityModified-1611091125-25034-0_0 |
| Workunit | 1918876 |
| Created | 19 Jan 2021, 21:18:48 UTC |
| Sent | 21 Jan 2021, 21:08:44 UTC |
| Report deadline | 29 Jan 2021, 21:08:44 UTC |
| Received | 22 Jan 2021, 8:45:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 311 |
| Run time | 55 min 19 sec |
| CPU time | 54 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,941.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 21-01-21 23:31:19 main:574] : INFO : Epoch 1542 | loss: 0.0311595 | val_loss: 0.0312051 | Time: 1599.62 ms [2021-01-21 23:31:21 main:574] : INFO : Epoch 1543 | loss: 0.0311558 | val_loss: 0.0312006 | Time: 1605.23 ms [2021-01-21 23:31:22 main:574] : INFO : Epoch 1544 | loss: 0.0311545 | val_loss: 0.0312003 | Time: 1592.1 ms [2021-01-21 23:31:24 main:574] : INFO : Epoch 1545 | loss: 0.0311571 | val_loss: 0.0312083 | Time: 1595.83 ms [2021-01-21 23:31:26 main:574] : INFO : Epoch 1546 | loss: 0.031154 | val_loss: 0.0312045 | Time: 1623.16 ms [2021-01-21 23:31:27 main:574] : INFO : Epoch 1547 | loss: 0.0311547 | val_loss: 0.0312042 | Time: 1605.1 ms [2021-01-21 23:31:29 main:574] : INFO : Epoch 1548 | loss: 0.0311537 | val_loss: 0.0312091 | Time: 1669.28 ms [2021-01-21 23:31:31 main:574] : INFO : Epoch 1549 | loss: 0.0311539 | val_loss: 0.0312071 | Time: 1608.98 ms [2021-01-21 23:31:32 main:574] : INFO : Epoch 1550 | loss: 0.0311509 | val_loss: 0.0312048 | Time: 1586.64 ms [2021-01-21 23:31:34 main:574] : INFO : Epoch 1551 | loss: 0.0311505 | val_loss: 0.031206 | Time: 1589.89 ms [2021-01-21 23:31:35 main:574] : INFO : Epoch 1552 | loss: 0.031155 | val_loss: 0.0311988 | Time: 1605.49 ms [2021-01-21 23:31:37 main:574] : INFO : Epoch 1553 | loss: 0.0311541 | val_loss: 0.0312022 | Time: 1610.82 ms [2021-01-21 23:31:39 main:574] : INFO : Epoch 1554 | loss: 0.0311542 | val_loss: 0.0312079 | Time: 1652.18 ms [2021-01-21 23:31:40 main:574] : INFO : Epoch 1555 | loss: 0.0311534 | val_loss: 0.0312079 | Time: 1613.23 ms [2021-01-21 23:31:42 main:574] : INFO : Epoch 1556 | loss: 0.0311552 | val_loss: 0.0312077 | Time: 1576.69 ms [2021-01-21 23:31:44 main:574] : INFO : Epoch 1557 | loss: 0.0311637 | val_loss: 0.0311972 | Time: 1621.73 ms [2021-01-21 23:31:45 main:574] : INFO : Epoch 1558 | loss: 0.0311682 | val_loss: 0.0312019 | Time: 1607.24 ms [2021-01-21 23:31:47 main:574] : INFO : Epoch 1559 | loss: 0.031174 | val_loss: 0.0312003 | Time: 1580.18 ms [2021-01-21 23:31:48 main:574] : INFO : Epoch 1560 | loss: 0.0311666 | val_loss: 0.0311966 | Time: 1597.01 ms [2021-01-21 23:31:50 main:574] : INFO : Epoch 1561 | loss: 0.0311603 | val_loss: 0.0312019 | Time: 1604.19 ms [2021-01-21 23:31:52 main:574] : INFO : Epoch 1562 | loss: 0.0311573 | val_loss: 0.0312047 | Time: 1607.38 ms [2021-01-21 23:31:53 main:574] : INFO : Epoch 1563 | loss: 0.031154 | val_loss: 0.0312031 | Time: 1635.3 ms [2021-01-21 23:31:55 main:574] : INFO : Epoch 1564 | loss: 0.031161 | val_loss: 0.0312151 | Time: 1595.89 ms [2021-01-21 23:31:56 main:574] : INFO : Epoch 1565 | loss: 0.0312003 | val_loss: 0.0312012 | Time: 1565.76 ms [2021-01-21 23:31:58 main:574] : INFO : Epoch 1566 | loss: 0.0311957 | val_loss: 0.0311972 | Time: 1633.61 ms [2021-01-21 23:32:00 main:574] : INFO : Epoch 1567 | loss: 0.0311917 | val_loss: 0.031198 | Time: 1600.33 ms [2021-01-21 23:32:01 main:574] : INFO : Epoch 1568 | loss: 0.031187 | val_loss: 0.0311936 | Time: 1585.12 ms [2021-01-21 23:32:03 main:574] : INFO : Epoch 1569 | loss: 0.0311856 | val_loss: 0.0311931 | Time: 1633.91 ms [2021-01-21 23:32:05 main:574] : INFO : Epoch 1570 | loss: 0.0311859 | val_loss: 0.0312022 | Time: 1590.33 ms [2021-01-21 23:32:06 main:574] : INFO : Epoch 1571 | loss: 0.0311866 | val_loss: 0.0312001 | Time: 1601.85 ms [2021-01-21 23:32:08 main:574] : INFO : Epoch 1572 | loss: 0.0311837 | val_loss: 0.0311955 | Time: 1607.57 ms [2021-01-21 23:32:09 main:574] : INFO : Epoch 1573 | loss: 0.0311771 | val_loss: 0.0311942 | Time: 1554.57 ms [2021-01-21 23:32:11 main:574] : INFO : Epoch 1574 | loss: 0.0311754 | val_loss: 0.0311927 | Time: 1583.21 ms [2021-01-21 23:32:13 main:574] : INFO : Epoch 1575 | loss: 0.0311733 | val_loss: 0.0311935 | Time: 1636.08 ms [2021-01-21 23:32:14 main:574] : INFO : Epoch 1576 | loss: 0.0311743 | val_loss: 0.0311945 | Time: 1665.94 ms [2021-01-21 23:32:16 main:574] : INFO : Epoch 1577 | loss: 0.0311749 | val_loss: 0.0311979 | Time: 1621.86 ms [2021-01-21 23:32:17 main:574] : INFO : Epoch 1578 | loss: 0.0311768 | val_loss: 0.0311949 | Time: 1597.15 ms [2021-01-21 23:32:19 main:574] : INFO : Epoch 1579 | loss: 0.0311766 | val_loss: 0.0311956 | Time: 1597.2 ms [2021-01-21 23:32:21 main:574] : INFO : Epoch 1580 | loss: 0.0311722 | val_loss: 0.031196 | Time: 1592.06 ms [2021-01-21 23:32:22 main:574] : INFO : Epoch 1581 | loss: 0.0311694 | val_loss: 0.0311927 | Time: 1570.2 ms [2021-01-21 23:32:24 main:574] : INFO : Epoch 1582 | loss: 0.0311692 | val_loss: 0.0311943 | Time: 1617.91 ms [2021-01-21 23:32:26 main:574] : INFO : Epoch 1583 | loss: 0.031168 | val_loss: 0.0311975 | Time: 1624.91 ms [2021-01-21 23:32:27 main:574] : INFO : Epoch 1584 | loss: 0.0311671 | val_loss: 0.0311923 | Time: 1634.52 ms [2021-01-21 23:32:29 main:574] : INFO : Epoch 1585 | loss: 0.0311669 | val_loss: 0.0311995 | Time: 1571.84 ms [2021-01-21 23:32:30 main:574] : INFO : Epoch 1586 | loss: 0.0311669 | val_loss: 0.0311939 | Time: 1580.23 ms [2021-01-21 23:32:32 main:574] : INFO : Epoch 1587 | loss: 0.0311679 | val_loss: 0.031196 | Time: 1569.31 ms [2021-01-21 23:32:34 main:574] : INFO : Epoch 1588 | loss: 0.0311659 | val_loss: 0.0311938 | Time: 1602.52 ms [2021-01-21 23:32:35 main:574] : INFO : Epoch 1589 | loss: 0.0311654 | val_loss: 0.0311967 | Time: 1581.82 ms [2021-01-21 23:32:37 main:574] : INFO : Epoch 1590 | loss: 0.0311632 | val_loss: 0.031199 | Time: 1647.92 ms [2021-01-21 23:32:38 main:574] : INFO : Epoch 1591 | loss: 0.0311629 | val_loss: 0.0312023 | Time: 1589.93 ms [2021-01-21 23:32:40 main:574] : INFO : Epoch 1592 | loss: 0.0311643 | val_loss: 0.0311929 | Time: 1584.41 ms [2021-01-21 23:32:42 main:574] : INFO : Epoch 1593 | loss: 0.0311658 | val_loss: 0.0311962 | Time: 1593.04 ms [2021-01-21 23:32:43 main:574] : INFO : Epoch 1594 | loss: 0.0311638 | val_loss: 0.0311947 | Time: 1587.99 ms [2021-01-21 23:32:45 main:574] : INFO : Epoch 1595 | loss: 0.0311615 | val_loss: 0.0311984 | Time: 1630.74 ms [2021-01-21 23:32:46 main:574] : INFO : Epoch 1596 | loss: 0.0311609 | val_loss: 0.0311968 | Time: 1587.84 ms [2021-01-21 23:32:48 main:574] : INFO : Epoch 1597 | loss: 0.0311596 | val_loss: 0.0311959 | Time: 1590.21 ms [2021-01-21 23:32:50 main:574] : INFO : Epoch 1598 | loss: 0.0311591 | val_loss: 0.0311967 | Time: 1638.77 ms [2021-01-21 23:32:51 main:574] : INFO : Epoch 1599 | loss: 0.0311626 | val_loss: 0.0311955 | Time: 1592.29 ms [2021-01-21 23:32:53 main:574] : INFO : Epoch 1600 | loss: 0.0311606 | val_loss: 0.0312008 | Time: 1620.04 ms [2021-01-21 23:32:55 main:574] : INFO : Epoch 1601 | loss: 0.0311592 | val_loss: 0.0312 | Time: 1621.66 ms [2021-01-21 23:32:56 main:574] : INFO : Epoch 1602 | loss: 0.0311576 | val_loss: 0.0311939 | Time: 1569.63 ms [2021-01-21 23:32:58 main:574] : INFO : Epoch 1603 | loss: 0.0311587 | val_loss: 0.0311974 | Time: 1598.41 ms [2021-01-21 23:32:59 main:574] : INFO : Epoch 1604 | loss: 0.0311572 | val_loss: 0.0312028 | Time: 1601.13 ms [2021-01-21 23:33:01 main:574] : INFO : Epoch 1605 | loss: 0.031159 | val_loss: 0.0312044 | Time: 1612.38 ms [2021-01-21 23:33:03 main:574] : INFO : Epoch 1606 | loss: 0.0311638 | val_loss: 0.0312009 | Time: 1571.74 ms [2021-01-21 23:33:04 main:574] : INFO : Epoch 1607 | loss: 0.0311603 | val_loss: 0.031198 | Time: 1635.63 ms [2021-01-21 23:33:06 main:574] : INFO : Epoch 1608 | loss: 0.0311597 | val_loss: 0.0311991 | Time: 1562.54 ms [2021-01-21 23:33:07 main:574] : INFO : Epoch 1609 | loss: 0.031157 | val_loss: 0.0311998 | Time: 1600.16 ms [2021-01-21 23:33:09 main:574] : INFO : Epoch 1610 | loss: 0.0311549 | val_loss: 0.031206 | Time: 1617.46 ms [2021-01-21 23:33:11 main:574] : INFO : Epoch 1611 | loss: 0.0311578 | val_loss: 0.031201 | Time: 1639.99 ms [2021-01-21 23:33:12 main:574] : INFO : Epoch 1612 | loss: 0.0311542 | val_loss: 0.0312075 | Time: 1640.46 ms [2021-01-21 23:33:14 main:574] : INFO : Epoch 1613 | loss: 0.0311547 | val_loss: 0.0311959 | Time: 1581.23 ms [2021-01-21 23:33:16 main:574] : INFO : Epoch 1614 | loss: 0.0311631 | val_loss: 0.031196 | Time: 1606.97 ms [2021-01-21 23:33:17 main:574] : INFO : Epoch 1615 | loss: 0.0311609 | val_loss: 0.0312056 | Time: 1571.97 ms [2021-01-21 23:33:19 main:574] : INFO : Epoch 1616 | loss: 0.0311549 | val_loss: 0.0312024 | Time: 1634.36 ms [2021-01-21 23:33:20 main:574] : INFO : Epoch 1617 | loss: 0.0311576 | val_loss: 0.031211 | Time: 1585.02 ms [2021-01-21 23:33:22 main:574] : INFO : Epoch 1618 | loss: 0.0311585 | val_loss: 0.0312095 | Time: 1611.4 ms [2021-01-21 23:33:24 main:574] : INFO : Epoch 1619 | loss: 0.0311575 | val_loss: 0.0311995 | Time: 1658.4 ms [2021-01-21 23:33:25 main:574] : INFO : Epoch 1620 | loss: 0.0311551 | val_loss: 0.0312045 | Time: 1643.61 ms [2021-01-21 23:33:27 main:574] : INFO : Epoch 1621 | loss: 0.0311595 | val_loss: 0.0312006 | Time: 1582 ms [2021-01-21 23:33:29 main:574] : INFO : Epoch 1622 | loss: 0.0311604 | val_loss: 0.0312028 | Time: 1591.82 ms [2021-01-21 23:33:30 main:574] : INFO : Epoch 1623 | loss: 0.031157 | val_loss: 0.0311983 | Time: 1645.25 ms [2021-01-21 23:33:32 main:574] : INFO : Epoch 1624 | loss: 0.0311551 | val_loss: 0.0312051 | Time: 1626.86 ms [2021-01-21 23:33:33 main:574] : INFO : Epoch 1625 | loss: 0.0311571 | val_loss: 0.031202 | Time: 1611.96 ms [2021-01-21 23:33:35 main:574] : INFO : Epoch 1626 | loss: 0.0311557 | val_loss: 0.0312003 | Time: 1607.56 ms [2021-01-21 23:33:37 main:574] : INFO : Epoch 1627 | loss: 0.0311543 | val_loss: 0.0312034 | Time: 1616.31 ms [2021-01-21 23:33:38 main:574] : INFO : Epoch 1628 | loss: 0.0311525 | val_loss: 0.0312057 | Time: 1617.55 ms [2021-01-21 23:33:40 main:574] : INFO : Epoch 1629 | loss: 0.0311739 | val_loss: 0.0311976 | Time: 1586.43 ms [2021-01-21 23:33:42 main:574] : INFO : Epoch 1630 | loss: 0.0311695 | val_loss: 0.0311985 | Time: 1617 ms [2021-01-21 23:33:43 main:574] : INFO : Epoch 1631 | loss: 0.0311651 | val_loss: 0.0312044 | Time: 1623.36 ms [2021-01-21 23:33:45 main:574] : INFO : Epoch 1632 | loss: 0.0311629 | val_loss: 0.0312002 | Time: 1618.89 ms [2021-01-21 23:33:46 main:574] : INFO : Epoch 1633 | loss: 0.0311617 | val_loss: 0.0312092 | Time: 1619.39 ms [2021-01-21 23:33:48 main:574] : INFO : Epoch 1634 | loss: 0.0311605 | val_loss: 0.0312038 | Time: 1601.51 ms [2021-01-21 23:33:50 main:574] : INFO : Epoch 1635 | loss: 0.0311599 | val_loss: 0.0312064 | Time: 1582.86 ms [2021-01-21 23:33:51 main:574] : INFO : Epoch 1636 | loss: 0.0311573 | val_loss: 0.0312027 | Time: 1640.74 ms [2021-01-21 23:33:53 main:574] : INFO : Epoch 1637 | loss: 0.0311533 | val_loss: 0.031211 | Time: 1606.47 ms [2021-01-21 23:33:55 main:574] : INFO : Epoch 1638 | loss: 0.031159 | val_loss: 0.0312058 | Time: 1611.41 ms [2021-01-21 23:33:56 main:574] : INFO : Epoch 1639 | loss: 0.0311558 | val_loss: 0.0311988 | Time: 1577.31 ms [2021-01-21 23:33:58 main:574] : INFO : Epoch 1640 | loss: 0.031156 | val_loss: 0.0312119 | Time: 1560.92 ms [2021-01-21 23:33:59 main:574] : INFO : Epoch 1641 | loss: 0.0311555 | val_loss: 0.0312048 | Time: 1654.4 ms [2021-01-21 23:34:01 main:574] : INFO : Epoch 1642 | loss: 0.0311575 | val_loss: 0.0312004 | Time: 1574.75 ms [2021-01-21 23:34:03 main:574] : INFO : Epoch 1643 | loss: 0.0311666 | val_loss: 0.0311998 | Time: 1642.9 ms [2021-01-21 23:34:04 main:574] : INFO : Epoch 1644 | loss: 0.0311651 | val_loss: 0.0311952 | Time: 1585.45 ms [2021-01-21 23:34:06 main:574] : INFO : Epoch 1645 | loss: 0.0311629 | val_loss: 0.0312038 | Time: 1577.71 ms [2021-01-21 23:34:07 main:574] : INFO : Epoch 1646 | loss: 0.0311606 | val_loss: 0.031195 | Time: 1586.39 ms [2021-01-21 23:34:09 main:574] : INFO : Epoch 1647 | loss: 0.0311565 | val_loss: 0.0312014 | Time: 1600.15 ms [2021-01-21 23:34:11 main:574] : INFO : Epoch 1648 | loss: 0.0311567 | val_loss: 0.0312013 | Time: 1628.27 ms [2021-01-21 23:34:12 main:574] : INFO : Epoch 1649 | loss: 0.0311524 | val_loss: 0.0312129 | Time: 1587.68 ms [2021-01-21 23:34:14 main:574] : INFO : Epoch 1650 | loss: 0.0311521 | val_loss: 0.0312014 | Time: 1612.16 ms [2021-01-21 23:34:16 main:574] : INFO : Epoch 1651 | loss: 0.0311512 | val_loss: 0.031215 | Time: 1617.88 ms [2021-01-21 23:34:17 main:574] : INFO : Epoch 1652 | loss: 0.0311566 | val_loss: 0.0311995 | Time: 1570.63 ms [2021-01-21 23:34:19 main:574] : INFO : Epoch 1653 | loss: 0.0311575 | val_loss: 0.0311993 | Time: 1590.29 ms [2021-01-21 23:34:20 main:574] : INFO : Epoch 1654 | loss: 0.0311527 | val_loss: 0.0312089 | Time: 1609.83 ms [2021-01-21 23:34:22 main:574] : INFO : Epoch 1655 | loss: 0.0311537 | val_loss: 0.0312074 | Time: 1598.58 ms [2021-01-21 23:34:24 main:574] : INFO : Epoch 1656 | loss: 0.031154 | val_loss: 0.0311991 | Time: 1569.22 ms [2021-01-21 23:34:25 main:574] : INFO : Epoch 1657 | loss: 0.0311522 | val_loss: 0.0312105 | Time: 1597.61 ms [2021-01-21 23:34:27 main:574] : INFO : Epoch 1658 | loss: 0.0311529 | val_loss: 0.0312024 | Time: 1581.57 ms [2021-01-21 23:34:28 main:574] : INFO : Epoch 1659 | loss: 0.0311498 | val_loss: 0.0312042 | Time: 1641.17 ms [2021-01-21 23:34:30 main:574] : INFO : Epoch 1660 | loss: 0.0311522 | val_loss: 0.0312116 | Time: 1661.08 ms [2021-01-21 23:34:32 main:574] : INFO : Epoch 1661 | loss: 0.0311534 | val_loss: 0.0312037 | Time: 1623.99 ms [2021-01-21 23:34:33 main:574] : INFO : Epoch 1662 | loss: 0.0311533 | val_loss: 0.0312069 | Time: 1599.06 ms [2021-01-21 23:34:35 main:574] : INFO : Epoch 1663 | loss: 0.0311518 | val_loss: 0.0312088 | Time: 1617.15 ms [2021-01-21 23:34:37 main:574] : INFO : Epoch 1664 | loss: 0.0311506 | val_loss: 0.0312057 | Time: 1576.44 ms [2021-01-21 23:34:38 main:574] : INFO : Epoch 1665 | loss: 0.0311504 | val_loss: 0.0312106 | Time: 1610.19 ms [2021-01-21 23:34:40 main:574] : INFO : Epoch 1666 | loss: 0.0311509 | val_loss: 0.0312008 | Time: 1597.41 ms [2021-01-21 23:34:41 main:574] : INFO : Epoch 1667 | loss: 0.0311498 | val_loss: 0.0312111 | Time: 1586.53 ms [2021-01-21 23:34:43 main:574] : INFO : Epoch 1668 | loss: 0.0311499 | val_loss: 0.0312043 | Time: 1612.44 ms [2021-01-21 23:34:45 main:574] : INFO : Epoch 1669 | loss: 0.0311493 | val_loss: 0.0312049 | Time: 1587.32 ms [2021-01-21 23:34:46 main:574] : INFO : Epoch 1670 | loss: 0.03115 | val_loss: 0.0312042 | Time: 1612.26 ms [2021-01-21 23:34:48 main:574] : INFO : Epoch 1671 | loss: 0.0311496 | val_loss: 0.0312101 | Time: 1582.02 ms [2021-01-21 23:34:49 main:574] : INFO : Epoch 1672 | loss: 0.0311506 | val_loss: 0.0312037 | Time: 1575.22 ms [2021-01-21 23:34:51 main:574] : INFO : Epoch 1673 | loss: 0.0311524 | val_loss: 0.0312052 | Time: 1611.71 ms [2021-01-21 23:34:53 main:574] : INFO : Epoch 1674 | loss: 0.0311554 | val_loss: 0.0312067 | Time: 1596.55 ms [2021-01-21 23:34:54 main:574] : INFO : Epoch 1675 | loss: 0.0311527 | val_loss: 0.0312037 | Time: 1615.27 ms [2021-01-21 23:34:56 main:574] : INFO : Epoch 1676 | loss: 0.031156 | val_loss: 0.0312132 | Time: 1615.25 ms [2021-01-21 23:34:58 main:574] : INFO : Epoch 1677 | loss: 0.0311563 | val_loss: 0.031202 | Time: 1633.5 ms [2021-01-21 23:34:59 main:574] : INFO : Epoch 1678 | loss: 0.0311524 | val_loss: 0.0312019 | Time: 1574.03 ms [2021-01-21 23:35:01 main:574] : INFO : Epoch 1679 | loss: 0.0311517 | val_loss: 0.0312147 | Time: 1618.43 ms [2021-01-21 23:35:02 main:574] : INFO : Epoch 1680 | loss: 0.0311528 | val_loss: 0.0312065 | Time: 1601.26 ms [2021-01-21 23:35:04 main:574] : INFO : Epoch 1681 | loss: 0.0311488 | val_loss: 0.031211 | Time: 1632.03 ms [2021-01-21 23:35:06 main:574] : INFO : Epoch 1682 | loss: 0.0311519 | val_loss: 0.031205 | Time: 1635.59 ms [2021-01-21 23:35:07 main:574] : INFO : Epoch 1683 | loss: 0.0311513 | val_loss: 0.031222 | Time: 1598.59 ms [2021-01-21 23:35:09 main:574] : INFO : Epoch 1684 | loss: 0.0311537 | val_loss: 0.0312046 | Time: 1605.83 ms [2021-01-21 23:35:10 main:574] : INFO : Epoch 1685 | loss: 0.0313667 | val_loss: 0.0324058 | Time: 1572.91 ms [2021-01-21 23:35:12 main:574] : INFO : Epoch 1686 | loss: 0.0420927 | val_loss: 0.0459914 | Time: 1599.39 ms [2021-01-21 23:35:14 main:574] : INFO : Epoch 1687 | loss: 0.0348716 | val_loss: 0.0320729 | Time: 1573.56 ms [2021-01-21 23:35:15 main:574] : INFO : Epoch 1688 | loss: 0.0316014 | val_loss: 0.0313728 | Time: 1615.26 ms [2021-01-21 23:35:17 main:574] : INFO : Epoch 1689 | loss: 0.0313141 | val_loss: 0.0312667 | Time: 1627.85 ms [2021-01-21 23:35:19 main:574] : INFO : Epoch 1690 | loss: 0.031262 | val_loss: 0.0312551 | Time: 1597.8 ms [2021-01-21 23:35:20 main:574] : INFO : Epoch 1691 | loss: 0.0312531 | val_loss: 0.0312516 | Time: 1550.59 ms [2021-01-21 23:35:22 main:574] : INFO : Epoch 1692 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 1588.54 ms [2021-01-21 23:35:23 main:574] : INFO : Epoch 1693 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1583.63 ms [2021-01-21 23:35:25 main:574] : INFO : Epoch 1694 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1614 ms [2021-01-21 23:35:27 main:574] : INFO : Epoch 1695 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1595.27 ms [2021-01-21 23:35:28 main:574] : INFO : Epoch 1696 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1604.99 ms [2021-01-21 23:35:30 main:574] : INFO : Epoch 1697 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1716.2 ms [2021-01-21 23:35:32 main:574] : INFO : Epoch 1698 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1662.64 ms [2021-01-21 23:35:33 main:574] : INFO : Epoch 1699 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1612.58 ms [2021-01-21 23:35:35 main:574] : INFO : Epoch 1700 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1590.34 ms [2021-01-21 23:35:36 main:574] : INFO : Epoch 1701 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1579.73 ms [2021-01-21 23:35:38 main:574] : INFO : Epoch 1702 | loss: 0.0312485 | val_loss: 0.0312484 | Time: 1623 ms [2021-01-21 23:35:40 main:574] : INFO : Epoch 1703 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 1560.21 ms [2021-01-21 23:35:41 main:574] : INFO : Epoch 1704 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 1581.77 ms [2021-01-21 23:35:43 main:574] : INFO : Epoch 1705 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 1591.62 ms [2021-01-21 23:35:44 main:574] : INFO : Epoch 1706 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 1622.68 ms [2021-01-21 23:35:46 main:574] : INFO : Epoch 1707 | loss: 0.031247 | val_loss: 0.0312465 | Time: 1562.24 ms [2021-01-21 23:35:48 main:574] : INFO : Epoch 1708 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 1601.83 ms [2021-01-21 23:35:49 main:574] : INFO : Epoch 1709 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 1623.41 ms [2021-01-21 23:35:51 main:574] : INFO : Epoch 1710 | loss: 0.0312455 | val_loss: 0.031245 | Time: 1616.26 ms [2021-01-21 23:35:52 main:574] : INFO : Epoch 1711 | loss: 0.031245 | val_loss: 0.0312452 | Time: 1593.81 ms [2021-01-21 23:35:54 main:574] : INFO : Epoch 1712 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 1550.16 ms [2021-01-21 23:35:56 main:574] : INFO : Epoch 1713 | loss: 0.0312441 | val_loss: 0.0312435 | Time: 1593.87 ms [2021-01-21 23:35:57 main:574] : INFO : Epoch 1714 | loss: 0.0312429 | val_loss: 0.0312422 | Time: 1603.19 ms [2021-01-21 23:35:59 main:574] : INFO : Epoch 1715 | loss: 0.0312418 | val_loss: 0.0312412 | Time: 1589.02 ms [2021-01-21 23:36:00 main:574] : INFO : Epoch 1716 | loss: 0.0312408 | val_loss: 0.03124 | Time: 1612.11 ms [2021-01-21 23:36:02 main:574] : INFO : Epoch 1717 | loss: 0.0312399 | val_loss: 0.0312393 | Time: 1618.16 ms [2021-01-21 23:36:04 main:574] : INFO : Epoch 1718 | loss: 0.0312384 | val_loss: 0.0312377 | Time: 1614.78 ms [2021-01-21 23:36:05 main:574] : INFO : Epoch 1719 | loss: 0.0312374 | val_loss: 0.0312366 | Time: 1600.41 ms [2021-01-21 23:36:07 main:574] : INFO : Epoch 1720 | loss: 0.0312361 | val_loss: 0.0312347 | Time: 1578.41 ms [2021-01-21 23:36:09 main:574] : INFO : Epoch 1721 | loss: 0.031234 | val_loss: 0.031233 | Time: 1617.01 ms [2021-01-21 23:36:10 main:574] : INFO : Epoch 1722 | loss: 0.031232 | val_loss: 0.0312308 | Time: 1569.19 ms [2021-01-21 23:36:12 main:574] : INFO : Epoch 1723 | loss: 0.0312299 | val_loss: 0.0312286 | Time: 1630 ms [2021-01-21 23:36:13 main:574] : INFO : Epoch 1724 | loss: 0.0312268 | val_loss: 0.0312249 | Time: 1598.88 ms [2021-01-21 23:36:15 main:574] : INFO : Epoch 1725 | loss: 0.0312232 | val_loss: 0.0312205 | Time: 1587.23 ms [2021-01-21 23:36:17 main:574] : INFO : Epoch 1726 | loss: 0.0312193 | val_loss: 0.0312165 | Time: 1615.71 ms [2021-01-21 23:36:18 main:574] : INFO : Epoch 1727 | loss: 0.0312163 | val_loss: 0.0312132 | Time: 1584.44 ms [2021-01-21 23:36:20 main:574] : INFO : Epoch 1728 | loss: 0.0312134 | val_loss: 0.0312105 | Time: 1603.16 ms [2021-01-21 23:36:21 main:574] : INFO : Epoch 1729 | loss: 0.0312119 | val_loss: 0.0312091 | Time: 1585.92 ms [2021-01-21 23:36:23 main:574] : INFO : Epoch 1730 | loss: 0.031211 | val_loss: 0.0312077 | Time: 1599.21 ms [2021-01-21 23:36:25 main:574] : INFO : Epoch 1731 | loss: 0.0312098 | val_loss: 0.0312069 | Time: 1577.5 ms [2021-01-21 23:36:26 main:574] : INFO : Epoch 1732 | loss: 0.0312088 | val_loss: 0.0312062 | Time: 1616.5 ms [2021-01-21 23:36:28 main:574] : INFO : Epoch 1733 | loss: 0.0312077 | val_loss: 0.0312058 | Time: 1647.06 ms [2021-01-21 23:36:30 main:574] : INFO : Epoch 1734 | loss: 0.0312076 | val_loss: 0.0312063 | Time: 1601.81 ms [2021-01-21 23:36:31 main:574] : INFO : Epoch 1735 | loss: 0.031208 | val_loss: 0.0312045 | Time: 1591.01 ms [2021-01-21 23:36:33 main:574] : INFO : Epoch 1736 | loss: 0.031207 | val_loss: 0.0312041 | Time: 1596.58 ms [2021-01-21 23:36:34 main:574] : INFO : Epoch 1737 | loss: 0.0312072 | val_loss: 0.0312047 | Time: 1571.21 ms [2021-01-21 23:36:36 main:574] : INFO : Epoch 1738 | loss: 0.0312063 | val_loss: 0.0312035 | Time: 1605.86 ms [2021-01-21 23:36:38 main:574] : INFO : Epoch 1739 | loss: 0.0312058 | val_loss: 0.0312039 | Time: 1584.81 ms [2021-01-21 23:36:39 main:574] : INFO : Epoch 1740 | loss: 0.0312065 | val_loss: 0.0312048 | Time: 1595.11 ms [2021-01-21 23:36:41 main:574] : INFO : Epoch 1741 | loss: 0.0312069 | val_loss: 0.0312035 | Time: 1579.62 ms [2021-01-21 23:36:42 main:574] : INFO : Epoch 1742 | loss: 0.03121 | val_loss: 0.0312036 | Time: 1567.05 ms [2021-01-21 23:36:44 main:574] : INFO : Epoch 1743 | loss: 0.0312094 | val_loss: 0.0312139 | Time: 1583.19 ms [2021-01-21 23:36:46 main:574] : INFO : Epoch 1744 | loss: 0.0312114 | val_loss: 0.031204 | Time: 1594.17 ms [2021-01-21 23:36:47 main:574] : INFO : Epoch 1745 | loss: 0.0312071 | val_loss: 0.0312029 | Time: 1589.4 ms [2021-01-21 23:36:49 main:574] : INFO : Epoch 1746 | loss: 0.0312057 | val_loss: 0.0312046 | Time: 1625.57 ms [2021-01-21 23:36:50 main:574] : INFO : Epoch 1747 | loss: 0.0312061 | val_loss: 0.0312077 | Time: 1594.18 ms [2021-01-21 23:36:52 main:574] : INFO : Epoch 1748 | loss: 0.0312074 | val_loss: 0.0312077 | Time: 1599.1 ms [2021-01-21 23:36:54 main:574] : INFO : Epoch 1749 | loss: 0.0312101 | val_loss: 0.0312033 | Time: 1598.63 ms [2021-01-21 23:36:55 main:574] : INFO : Epoch 1750 | loss: 0.0312058 | val_loss: 0.031206 | Time: 1600.51 ms [2021-01-21 23:36:57 main:574] : INFO : Epoch 1751 | loss: 0.0312051 | val_loss: 0.0312029 | Time: 1594.41 ms [2021-01-21 23:36:58 main:574] : INFO : Epoch 1752 | loss: 0.0312047 | val_loss: 0.0312023 | Time: 1588.26 ms [2021-01-21 23:37:00 main:574] : INFO : Epoch 1753 | loss: 0.0312049 | val_loss: 0.0312036 | Time: 1651.4 ms [2021-01-21 23:37:02 main:574] : INFO : Epoch 1754 | loss: 0.0312043 | val_loss: 0.0312022 | Time: 1611.4 ms [2021-01-21 23:37:03 main:574] : INFO : Epoch 1755 | loss: 0.0312073 | val_loss: 0.0312066 | Time: 1590.22 ms [2021-01-21 23:37:05 main:574] : INFO : Epoch 1756 | loss: 0.031206 | val_loss: 0.0312057 | Time: 1603.09 ms [2021-01-21 23:37:07 main:574] : INFO : Epoch 1757 | loss: 0.0312043 | val_loss: 0.0312039 | Time: 1625.3 ms [2021-01-21 23:37:08 main:574] : INFO : Epoch 1758 | loss: 0.0312056 | val_loss: 0.0312063 | Time: 1585.58 ms [2021-01-21 23:37:10 main:574] : INFO : Epoch 1759 | loss: 0.0312047 | val_loss: 0.031202 | Time: 1618.47 ms [2021-01-21 23:37:11 main:574] : INFO : Epoch 1760 | loss: 0.031204 | val_loss: 0.0312017 | Time: 1602.49 ms [2021-01-21 23:37:13 main:574] : INFO : Epoch 1761 | loss: 0.0312067 | val_loss: 0.031213 | Time: 1596.69 ms [2021-01-21 23:37:15 main:574] : INFO : Epoch 1762 | loss: 0.0312065 | val_loss: 0.0312029 | Time: 1602.7 ms [2021-01-21 23:37:16 main:574] : INFO : Epoch 1763 | loss: 0.0312052 | val_loss: 0.0312028 | Time: 1597.26 ms [2021-01-21 23:37:18 main:574] : INFO : Epoch 1764 | loss: 0.0312037 | val_loss: 0.0312027 | Time: 1577.05 ms [2021-01-21 23:37:19 main:574] : INFO : Epoch 1765 | loss: 0.0312037 | val_loss: 0.0312029 | Time: 1645.47 ms [2021-01-21 23:37:21 main:574] : INFO : Epoch 1766 | loss: 0.0312046 | val_loss: 0.0312016 | Time: 1582.83 ms [2021-01-21 23:37:23 main:574] : INFO : Epoch 1767 | loss: 0.0312035 | val_loss: 0.0312021 | Time: 1654.53 ms [2021-01-21 23:37:24 main:574] : INFO : Epoch 1768 | loss: 0.0312066 | val_loss: 0.0312042 | Time: 1609.91 ms [2021-01-21 23:37:26 main:574] : INFO : Epoch 1769 | loss: 0.0312066 | val_loss: 0.0312039 | Time: 1585.15 ms [2021-01-21 23:37:28 main:574] : INFO : Epoch 1770 | loss: 0.0312046 | val_loss: 0.0312119 | Time: 1551.28 ms [2021-01-21 23:37:29 main:574] : INFO : Epoch 1771 | loss: 0.0312092 | val_loss: 0.0312015 | Time: 1584.34 ms [2021-01-21 23:37:31 main:574] : INFO : Epoch 1772 | loss: 0.0312044 | val_loss: 0.0312014 | Time: 1594.66 ms [2021-01-21 23:37:32 main:574] : INFO : Epoch 1773 | loss: 0.0312039 | val_loss: 0.0312022 | Time: 1572.22 ms [2021-01-21 23:37:34 main:574] : INFO : Epoch 1774 | loss: 0.031204 | val_loss: 0.0312029 | Time: 1615.82 ms [2021-01-21 23:37:36 main:574] : INFO : Epoch 1775 | loss: 0.0312028 | val_loss: 0.0312018 | Time: 1610.66 ms [2021-01-21 23:37:37 main:574] : INFO : Epoch 1776 | loss: 0.0312049 | val_loss: 0.0312017 | Time: 1601.37 ms [2021-01-21 23:37:39 main:574] : INFO : Epoch 1777 | loss: 0.0312041 | val_loss: 0.0312087 | Time: 1637.1 ms [2021-01-21 23:37:40 main:574] : INFO : Epoch 1778 | loss: 0.0312064 | val_loss: 0.0312024 | Time: 1575.83 ms [2021-01-21 23:37:42 main:574] : INFO : Epoch 1779 | loss: 0.0312028 | val_loss: 0.0312018 | Time: 1576.78 ms [2021-01-21 23:37:44 main:574] : INFO : Epoch 1780 | loss: 0.0312046 | val_loss: 0.0312032 | Time: 1575.23 ms [2021-01-21 23:37:45 main:574] : INFO : Epoch 1781 | loss: 0.0312037 | val_loss: 0.0312016 | Time: 1621.66 ms [2021-01-21 23:37:47 main:574] : INFO : Epoch 1782 | loss: 0.0312048 | val_loss: 0.0312077 | Time: 1642.6 ms [2021-01-21 23:37:49 main:574] : INFO : Epoch 1783 | loss: 0.0312047 | val_loss: 0.0312028 | Time: 1612.72 ms [2021-01-21 23:37:50 main:574] : INFO : Epoch 1784 | loss: 0.0312034 | val_loss: 0.0312019 | Time: 1609.52 ms [2021-01-21 23:37:52 main:574] : INFO : Epoch 1785 | loss: 0.031206 | val_loss: 0.0312028 | Time: 1622.22 ms [2021-01-21 23:37:53 main:574] : INFO : Epoch 1786 | loss: 0.0312067 | val_loss: 0.0312169 | Time: 1606.22 ms [2021-01-21 23:37:55 main:574] : INFO : Epoch 1787 | loss: 0.0312054 | val_loss: 0.0312032 | Time: 1607.38 ms [2021-01-21 23:37:57 main:574] : INFO : Epoch 1788 | loss: 0.0312032 | val_loss: 0.0312014 | Time: 1567.93 ms [2021-01-21 23:37:58 main:574] : INFO : Epoch 1789 | loss: 0.0312034 | val_loss: 0.0312008 | Time: 1629.04 ms [2021-01-21 23:38:00 main:574] : INFO : Epoch 1790 | loss: 0.0312039 | val_loss: 0.0312049 | Time: 1596.83 ms [2021-01-21 23:38:01 main:574] : INFO : Epoch 1791 | loss: 0.0312098 | val_loss: 0.0312011 | Time: 1576.26 ms [2021-01-21 23:38:03 main:574] : INFO : Epoch 1792 | loss: 0.0312047 | val_loss: 0.031201 | Time: 1589.95 ms [2021-01-21 23:38:05 main:574] : INFO : Epoch 1793 | loss: 0.0312031 | val_loss: 0.0312006 | Time: 1598.5 ms [2021-01-21 23:38:06 main:574] : INFO : Epoch 1794 | loss: 0.0312033 | val_loss: 0.0312076 | Time: 1576.05 ms [2021-01-21 23:38:08 main:574] : INFO : Epoch 1795 | loss: 0.0312028 | val_loss: 0.0312006 | Time: 1580.55 ms [2021-01-21 23:38:09 main:574] : INFO : Epoch 1796 | loss: 0.031202 | val_loss: 0.0312027 | Time: 1600.19 ms [2021-01-21 23:38:11 main:574] : INFO : Epoch 1797 | loss: 0.031203 | val_loss: 0.0312013 | Time: 1596.99 ms [2021-01-21 23:38:13 main:574] : INFO : Epoch 1798 | loss: 0.0312019 | val_loss: 0.0312007 | Time: 1603.9 ms [2021-01-21 23:38:14 main:574] : INFO : Epoch 1799 | loss: 0.0312018 | val_loss: 0.0312 | Time: 1640.04 ms [2021-01-21 23:38:16 main:574] : INFO : Epoch 1800 | loss: 0.0312015 | val_loss: 0.0312004 | Time: 1580.65 ms [2021-01-21 23:38:17 main:574] : INFO : Epoch 1801 | loss: 0.0312024 | val_loss: 0.0312005 | Time: 1565.78 ms [2021-01-21 23:38:19 main:574] : INFO : Epoch 1802 | loss: 0.0312009 | val_loss: 0.0311999 | Time: 1576.17 ms [2021-01-21 23:38:21 main:574] : INFO : Epoch 1803 | loss: 0.0312012 | val_loss: 0.0312 | Time: 1585.23 ms [2021-01-21 23:38:22 main:574] : INFO : Epoch 1804 | loss: 0.0312006 | val_loss: 0.0312018 | Time: 1594.7 ms [2021-01-21 23:38:24 main:574] : INFO : Epoch 1805 | loss: 0.0312027 | val_loss: 0.0312008 | Time: 1599.08 ms [2021-01-21 23:38:26 main:574] : INFO : Epoch 1806 | loss: 0.0312014 | val_loss: 0.0311997 | Time: 1650.07 ms [2021-01-21 23:38:27 main:574] : INFO : Epoch 1807 | loss: 0.0312006 | val_loss: 0.0312055 | Time: 1612.82 ms [2021-01-21 23:38:29 main:574] : INFO : Epoch 1808 | loss: 0.0312033 | val_loss: 0.0312 | Time: 1578.91 ms [2021-01-21 23:38:30 main:574] : INFO : Epoch 1809 | loss: 0.0312018 | val_loss: 0.0312006 | Time: 1599.84 ms [2021-01-21 23:38:32 main:574] : INFO : Epoch 1810 | loss: 0.0312002 | val_loss: 0.0312013 | Time: 1662.16 ms [2021-01-21 23:38:34 main:574] : INFO : Epoch 1811 | loss: 0.0312004 | val_loss: 0.0312049 | Time: 1620.44 ms [2021-01-21 23:38:35 main:574] : INFO : Epoch 1812 | loss: 0.0312012 | val_loss: 0.0312006 | Time: 1605.18 ms [2021-01-21 23:38:37 main:574] : INFO : Epoch 1813 | loss: 0.0312013 | val_loss: 0.0312038 | Time: 1593.78 ms [2021-01-21 23:38:39 main:574] : INFO : Epoch 1814 | loss: 0.0312029 | val_loss: 0.0311993 | Time: 1616.96 ms [2021-01-21 23:38:40 main:574] : INFO : Epoch 1815 | loss: 0.0312007 | val_loss: 0.0312071 | Time: 1576.3 ms [2021-01-21 23:38:42 main:574] : INFO : Epoch 1816 | loss: 0.0312009 | val_loss: 0.0311997 | Time: 1598.49 ms [2021-01-21 23:38:43 main:574] : INFO : Epoch 1817 | loss: 0.0312019 | val_loss: 0.0312007 | Time: 1610.73 ms [2021-01-21 23:38:45 main:574] : INFO : Epoch 1818 | loss: 0.0312008 | val_loss: 0.0312025 | Time: 1592.57 ms [2021-01-21 23:38:47 main:574] : INFO : Epoch 1819 | loss: 0.0312019 | val_loss: 0.0312111 | Time: 1601.61 ms [2021-01-21 23:38:48 main:574] : INFO : Epoch 1820 | loss: 0.0312046 | val_loss: 0.0311993 | Time: 1616.1 ms [2021-01-21 23:38:50 main:574] : INFO : Epoch 1821 | loss: 0.031201 | val_loss: 0.0312021 | Time: 1621 ms [2021-01-21 23:38:51 main:574] : INFO : Epoch 1822 | loss: 0.0312015 | val_loss: 0.0311996 | Time: 1619.08 ms [2021-01-21 23:38:53 main:574] : INFO : Epoch 1823 | loss: 0.0312034 | val_loss: 0.0312006 | Time: 1620.17 ms [2021-01-21 23:38:55 main:574] : INFO : Epoch 1824 | loss: 0.0312006 | val_loss: 0.0312112 | Time: 1580.13 ms [2021-01-21 23:38:56 main:574] : INFO : Epoch 1825 | loss: 0.0312075 | val_loss: 0.0312114 | Time: 1624.89 ms [2021-01-21 23:38:58 main:574] : INFO : Epoch 1826 | loss: 0.0312028 | val_loss: 0.0312069 | Time: 1587.61 ms [2021-01-21 23:39:00 main:574] : INFO : Epoch 1827 | loss: 0.0312017 | val_loss: 0.0312012 | Time: 1609.43 ms [2021-01-21 23:39:01 main:574] : INFO : Epoch 1828 | loss: 0.0312012 | val_loss: 0.0312004 | Time: 1634.35 ms [2021-01-21 23:39:03 main:574] : INFO : Epoch 1829 | loss: 0.0312029 | val_loss: 0.0312035 | Time: 1618.55 ms [2021-01-21 23:39:04 main:574] : INFO : Epoch 1830 | loss: 0.0312011 | val_loss: 0.0311992 | Time: 1601.6 ms [2021-01-21 23:39:06 main:574] : INFO : Epoch 1831 | loss: 0.0312016 | val_loss: 0.0312044 | Time: 1540.67 ms [2021-01-21 23:39:08 main:574] : INFO : Epoch 1832 | loss: 0.0312029 | val_loss: 0.0312089 | Time: 1597.97 ms [2021-01-21 23:39:09 main:574] : INFO : Epoch 1833 | loss: 0.0312009 | val_loss: 0.0312026 | Time: 1596.08 ms [2021-01-21 23:39:11 main:574] : INFO : Epoch 1834 | loss: 0.0312021 | val_loss: 0.0312035 | Time: 1633.09 ms [2021-01-21 23:39:12 main:574] : INFO : Epoch 1835 | loss: 0.0311992 | val_loss: 0.0311986 | Time: 1618.85 ms [2021-01-21 23:39:14 main:574] : INFO : Epoch 1836 | loss: 0.0311992 | val_loss: 0.0312007 | Time: 1591.56 ms [2021-01-21 23:39:16 main:574] : INFO : Epoch 1837 | loss: 0.0312001 | val_loss: 0.0311991 | Time: 1597.68 ms [2021-01-21 23:39:17 main:574] : INFO : Epoch 1838 | loss: 0.0311985 | val_loss: 0.0311998 | Time: 1607.37 ms [2021-01-21 23:39:19 main:574] : INFO : Epoch 1839 | loss: 0.0312001 | val_loss: 0.0311992 | Time: 1584.83 ms [2021-01-21 23:39:21 main:574] : INFO : Epoch 1840 | loss: 0.0311981 | val_loss: 0.0311982 | Time: 1604.93 ms [2021-01-21 23:39:22 main:574] : INFO : Epoch 1841 | loss: 0.0311979 | val_loss: 0.0311981 | Time: 1623.86 ms [2021-01-21 23:39:24 main:574] : INFO : Epoch 1842 | loss: 0.0311986 | val_loss: 0.0312011 | Time: 1597.66 ms [2021-01-21 23:39:25 main:574] : INFO : Epoch 1843 | loss: 0.0311995 | val_loss: 0.0311991 | Time: 1595 ms [2021-01-21 23:39:27 main:574] : INFO : Epoch 1844 | loss: 0.0311979 | val_loss: 0.0311981 | Time: 1607.25 ms [2021-01-21 23:39:29 main:574] : INFO : Epoch 1845 | loss: 0.0311995 | val_loss: 0.0312019 | Time: 1610.33 ms [2021-01-21 23:39:30 main:574] : INFO : Epoch 1846 | loss: 0.0311996 | val_loss: 0.0312012 | Time: 1647.02 ms [2021-01-21 23:39:32 main:574] : INFO : Epoch 1847 | loss: 0.0312012 | val_loss: 0.0311997 | Time: 1610.09 ms [2021-01-21 23:39:33 main:574] : INFO : Epoch 1848 | loss: 0.0311984 | val_loss: 0.0311982 | Time: 1575.94 ms [2021-01-21 23:39:35 main:574] : INFO : Epoch 1849 | loss: 0.0311997 | val_loss: 0.0312131 | Time: 1590.7 ms [2021-01-21 23:39:37 main:574] : INFO : Epoch 1850 | loss: 0.0312023 | val_loss: 0.0312051 | Time: 1599.81 ms [2021-01-21 23:39:38 main:574] : INFO : Epoch 1851 | loss: 0.0312016 | val_loss: 0.0311996 | Time: 1616.69 ms [2021-01-21 23:39:40 main:574] : INFO : Epoch 1852 | loss: 0.0312002 | val_loss: 0.0311981 | Time: 1594.14 ms [2021-01-21 23:39:42 main:574] : INFO : Epoch 1853 | loss: 0.0311979 | val_loss: 0.0311999 | Time: 1626.45 ms [2021-01-21 23:39:43 main:574] : INFO : Epoch 1854 | loss: 0.0311983 | val_loss: 0.0311974 | Time: 1614.3 ms [2021-01-21 23:39:45 main:574] : INFO : Epoch 1855 | loss: 0.0311961 | val_loss: 0.0312015 | Time: 1595.11 ms [2021-01-21 23:39:46 main:574] : INFO : Epoch 1856 | loss: 0.0311965 | val_loss: 0.0311972 | Time: 1613.91 ms [2021-01-21 23:39:48 main:574] : INFO : Epoch 1857 | loss: 0.0311962 | val_loss: 0.031197 | Time: 1572.22 ms [2021-01-21 23:39:50 main:574] : INFO : Epoch 1858 | loss: 0.0311973 | val_loss: 0.0311972 | Time: 1603.94 ms [2021-01-21 23:39:51 main:574] : INFO : Epoch 1859 | loss: 0.0311954 | val_loss: 0.031197 | Time: 1608.32 ms [2021-01-21 23:39:53 main:574] : INFO : Epoch 1860 | loss: 0.0311953 | val_loss: 0.0311959 | Time: 1624.26 ms [2021-01-21 23:39:54 main:574] : INFO : Epoch 1861 | loss: 0.0311942 | val_loss: 0.0312021 | Time: 1602.85 ms [2021-01-21 23:39:56 main:574] : INFO : Epoch 1862 | loss: 0.0311953 | val_loss: 0.0311969 | Time: 1591.27 ms [2021-01-21 23:39:58 main:574] : INFO : Epoch 1863 | loss: 0.0311951 | val_loss: 0.0311971 | Time: 1603.16 ms [2021-01-21 23:39:59 main:574] : INFO : Epoch 1864 | loss: 0.0311966 | val_loss: 0.0311957 | Time: 1585.92 ms [2021-01-21 23:40:01 main:574] : INFO : Epoch 1865 | loss: 0.0311945 | val_loss: 0.0311965 | Time: 1591.33 ms [2021-01-21 23:40:03 main:574] : INFO : Epoch 1866 | loss: 0.0311942 | val_loss: 0.0311957 | Time: 1636.31 ms [2021-01-21 23:40:04 main:574] : INFO : Epoch 1867 | loss: 0.0311935 | val_loss: 0.031196 | Time: 1589.29 ms [2021-01-21 23:40:06 main:574] : INFO : Epoch 1868 | loss: 0.0311923 | val_loss: 0.0311974 | Time: 1611.57 ms [2021-01-21 23:40:07 main:574] : INFO : Epoch 1869 | loss: 0.0311932 | val_loss: 0.0312013 | Time: 1556.36 ms [2021-01-21 23:40:09 main:574] : INFO : Epoch 1870 | loss: 0.0311939 | val_loss: 0.0311955 | Time: 1621.43 ms [2021-01-21 23:40:11 main:574] : INFO : Epoch 1871 | loss: 0.0311918 | val_loss: 0.0311956 | Time: 1610.9 ms [2021-01-21 23:40:12 main:574] : INFO : Epoch 1872 | loss: 0.0311909 | val_loss: 0.031195 | Time: 1650.71 ms [2021-01-21 23:40:14 main:574] : INFO : Epoch 1873 | loss: 0.0311945 | val_loss: 0.0311984 | Time: 1638.76 ms [2021-01-21 23:40:16 main:574] : INFO : Epoch 1874 | loss: 0.0311978 | val_loss: 0.0311947 | Time: 1589.19 ms [2021-01-21 23:40:17 main:574] : INFO : Epoch 1875 | loss: 0.031196 | val_loss: 0.0311996 | Time: 1584.72 ms [2021-01-21 23:40:19 main:574] : INFO : Epoch 1876 | loss: 0.0311914 | val_loss: 0.031195 | Time: 1688.63 ms [2021-01-21 23:40:20 main:574] : INFO : Epoch 1877 | loss: 0.031196 | val_loss: 0.0311961 | Time: 1621.52 ms [2021-01-21 23:40:22 main:574] : INFO : Epoch 1878 | loss: 0.0311915 | val_loss: 0.0311941 | Time: 1555.97 ms [2021-01-21 23:40:24 main:574] : INFO : Epoch 1879 | loss: 0.0311924 | val_loss: 0.0311943 | Time: 1599.56 ms [2021-01-21 23:40:25 main:574] : INFO : Epoch 1880 | loss: 0.03119 | val_loss: 0.0311975 | Time: 1591.4 ms [2021-01-21 23:40:27 main:574] : INFO : Epoch 1881 | loss: 0.0311952 | val_loss: 0.0312043 | Time: 1573.76 ms [2021-01-21 23:40:28 main:574] : INFO : Epoch 1882 | loss: 0.0311951 | val_loss: 0.0312016 | Time: 1591.95 ms [2021-01-21 23:40:30 main:574] : INFO : Epoch 1883 | loss: 0.0311929 | val_loss: 0.0311965 | Time: 1588.74 ms [2021-01-21 23:40:32 main:574] : INFO : Epoch 1884 | loss: 0.0311908 | val_loss: 0.0312013 | Time: 1637.29 ms [2021-01-21 23:40:33 main:574] : INFO : Epoch 1885 | loss: 0.0311923 | val_loss: 0.0311972 | Time: 1607.64 ms [2021-01-21 23:40:35 main:574] : INFO : Epoch 1886 | loss: 0.0311905 | val_loss: 0.0311962 | Time: 1582.26 ms [2021-01-21 23:40:37 main:574] : INFO : Epoch 1887 | loss: 0.0311899 | val_loss: 0.0311936 | Time: 1618.4 ms [2021-01-21 23:40:38 main:574] : INFO : Epoch 1888 | loss: 0.0311906 | val_loss: 0.0311946 | Time: 1587.64 ms [2021-01-21 23:40:40 main:574] : INFO : Epoch 1889 | loss: 0.0311908 | val_loss: 0.0311948 | Time: 1639.59 ms [2021-01-21 23:40:41 main:574] : INFO : Epoch 1890 | loss: 0.0311905 | val_loss: 0.0311948 | Time: 1629.78 ms [2021-01-21 23:40:43 main:574] : INFO : Epoch 1891 | loss: 0.0311898 | val_loss: 0.0311959 | Time: 1604.19 ms [2021-01-21 23:40:45 main:574] : INFO : Epoch 1892 | loss: 0.0311892 | val_loss: 0.0311948 | Time: 1628.88 ms [2021-01-21 23:40:46 main:574] : INFO : Epoch 1893 | loss: 0.0311901 | val_loss: 0.0311933 | Time: 1592.49 ms [2021-01-21 23:40:48 main:574] : INFO : Epoch 1894 | loss: 0.0311917 | val_loss: 0.0312009 | Time: 1583.24 ms [2021-01-21 23:40:49 main:574] : INFO : Epoch 1895 | loss: 0.0311929 | val_loss: 0.0311955 | Time: 1593.96 ms [2021-01-21 23:40:51 main:574] : INFO : Epoch 1896 | loss: 0.0311915 | val_loss: 0.0311951 | Time: 1567.16 ms [2021-01-21 23:40:53 main:574] : INFO : Epoch 1897 | loss: 0.031192 | val_loss: 0.0311937 | Time: 1560.31 ms [2021-01-21 23:40:54 main:574] : INFO : Epoch 1898 | loss: 0.0311896 | val_loss: 0.0311953 | Time: 1615.39 ms [2021-01-21 23:40:56 main:574] : INFO : Epoch 1899 | loss: 0.0311893 | val_loss: 0.0311935 | Time: 1584.46 ms [2021-01-21 23:40:57 main:574] : INFO : Epoch 1900 | loss: 0.0311903 | val_loss: 0.0311978 | Time: 1607.65 ms [2021-01-21 23:40:59 main:574] : INFO : Epoch 1901 | loss: 0.0311952 | val_loss: 0.0311975 | Time: 1563.65 ms [2021-01-21 23:41:01 main:574] : INFO : Epoch 1902 | loss: 0.031194 | val_loss: 0.0312015 | Time: 1580.13 ms [2021-01-21 23:41:02 main:574] : INFO : Epoch 1903 | loss: 0.0311922 | val_loss: 0.0311932 | Time: 1556.5 ms [2021-01-21 23:41:04 main:574] : INFO : Epoch 1904 | loss: 0.0311906 | val_loss: 0.031193 | Time: 1652.91 ms [2021-01-21 23:41:05 main:574] : INFO : Epoch 1905 | loss: 0.0311885 | val_loss: 0.0311926 | Time: 1617.93 ms [2021-01-21 23:41:07 main:574] : INFO : Epoch 1906 | loss: 0.031191 | val_loss: 0.0311944 | Time: 1601.11 ms [2021-01-21 23:41:09 main:574] : INFO : Epoch 1907 | loss: 0.0311883 | val_loss: 0.0311929 | Time: 1608.63 ms [2021-01-21 23:41:10 main:574] : INFO : Epoch 1908 | loss: 0.0311875 | val_loss: 0.0311951 | Time: 1608.45 ms [2021-01-21 23:41:12 main:574] : INFO : Epoch 1909 | loss: 0.0311902 | val_loss: 0.0311931 | Time: 1602.62 ms [2021-01-21 23:41:14 main:574] : INFO : Epoch 1910 | loss: 0.0311886 | val_loss: 0.0311921 | Time: 1597.85 ms [2021-01-21 23:41:15 main:574] : INFO : Epoch 1911 | loss: 0.0311879 | val_loss: 0.031194 | Time: 1599.23 ms [2021-01-21 23:41:17 main:574] : INFO : Epoch 1912 | loss: 0.03119 | val_loss: 0.0311931 | Time: 1606.17 ms [2021-01-21 23:41:18 main:574] : INFO : Epoch 1913 | loss: 0.031189 | val_loss: 0.0311978 | Time: 1568.09 ms [2021-01-21 23:41:20 main:574] : INFO : Epoch 1914 | loss: 0.0311876 | val_loss: 0.0311923 | Time: 1696.94 ms [2021-01-21 23:41:22 main:574] : INFO : Epoch 1915 | loss: 0.0311888 | val_loss: 0.0311933 | Time: 1623.62 ms [2021-01-21 23:41:23 main:574] : INFO : Epoch 1916 | loss: 0.0311876 | val_loss: 0.0311926 | Time: 1627.88 ms [2021-01-21 23:41:25 main:574] : INFO : Epoch 1917 | loss: 0.031187 | val_loss: 0.0311921 | Time: 1565.24 ms [2021-01-21 23:41:27 main:574] : INFO : Epoch 1918 | loss: 0.0311876 | val_loss: 0.0312025 | Time: 1627.95 ms [2021-01-21 23:41:28 main:574] : INFO : Epoch 1919 | loss: 0.0311896 | val_loss: 0.0311926 | Time: 1645.77 ms [2021-01-21 23:41:30 main:574] : INFO : Epoch 1920 | loss: 0.0311872 | val_loss: 0.0311925 | Time: 1603.83 ms [2021-01-21 23:41:31 main:574] : INFO : Epoch 1921 | loss: 0.0311864 | val_loss: 0.0311935 | Time: 1617.06 ms [2021-01-21 23:41:33 main:574] : INFO : Epoch 1922 | loss: 0.0311878 | val_loss: 0.0311942 | Time: 1611.98 ms [2021-01-21 23:41:35 main:574] : INFO : Epoch 1923 | loss: 0.0311866 | val_loss: 0.0311959 | Time: 1616.95 ms [2021-01-21 23:41:36 main:574] : INFO : Epoch 1924 | loss: 0.0311902 | val_loss: 0.0311958 | Time: 1586.7 ms [2021-01-21 23:41:38 main:574] : INFO : Epoch 1925 | loss: 0.0311869 | val_loss: 0.0311933 | Time: 1612.28 ms [2021-01-21 23:41:40 main:574] : INFO : Epoch 1926 | loss: 0.0311878 | val_loss: 0.031197 | Time: 1578.26 ms [2021-01-21 23:41:41 main:574] : INFO : Epoch 1927 | loss: 0.0311953 | val_loss: 0.0312 | Time: 1567.14 ms [2021-01-21 23:41:43 main:574] : INFO : Epoch 1928 | loss: 0.0311929 | val_loss: 0.0311947 | Time: 1595.73 ms [2021-01-21 23:41:44 main:574] : INFO : Epoch 1929 | loss: 0.0311902 | val_loss: 0.0311964 | Time: 1608.4 ms [2021-01-21 23:41:46 main:574] : INFO : Epoch 1930 | loss: 0.0311879 | val_loss: 0.0311922 | Time: 1589.5 ms [2021-01-21 23:41:48 main:574] : INFO : Epoch 1931 | loss: 0.0311866 | val_loss: 0.0311917 | Time: 1581.35 ms [2021-01-21 23:41:49 main:574] : INFO : Epoch 1932 | loss: 0.0311861 | val_loss: 0.031192 | Time: 1639.7 ms [2021-01-21 23:41:51 main:574] : INFO : Epoch 1933 | loss: 0.0311861 | val_loss: 0.0311936 | Time: 1621.86 ms [2021-01-21 23:41:52 main:574] : INFO : Epoch 1934 | loss: 0.0311871 | val_loss: 0.0311938 | Time: 1606.38 ms [2021-01-21 23:41:54 main:574] : INFO : Epoch 1935 | loss: 0.0311905 | val_loss: 0.031192 | Time: 1605.23 ms [2021-01-21 23:41:56 main:574] : INFO : Epoch 1936 | loss: 0.0311889 | val_loss: 0.0311974 | Time: 1643.4 ms [2021-01-21 23:41:57 main:574] : INFO : Epoch 1937 | loss: 0.0311884 | val_loss: 0.0311917 | Time: 1647.74 ms [2021-01-21 23:41:59 main:574] : INFO : Epoch 1938 | loss: 0.0311864 | val_loss: 0.0311913 | Time: 1627.33 ms [2021-01-21 23:42:01 main:574] : INFO : Epoch 1939 | loss: 0.0311876 | val_loss: 0.0311967 | Time: 1653.3 ms [2021-01-21 23:42:02 main:574] : INFO : Epoch 1940 | loss: 0.031186 | val_loss: 0.0311917 | Time: 1677.02 ms [2021-01-21 23:42:04 main:574] : INFO : Epoch 1941 | loss: 0.0311842 | val_loss: 0.0311926 | Time: 1607.37 ms [2021-01-21 23:42:06 main:574] : INFO : Epoch 1942 | loss: 0.0311856 | val_loss: 0.0311953 | Time: 1515.2 ms [2021-01-21 23:42:07 main:574] : INFO : Epoch 1943 | loss: 0.0311887 | val_loss: 0.0311927 | Time: 1589.09 ms [2021-01-21 23:42:09 main:574] : INFO : Epoch 1944 | loss: 0.0311851 | val_loss: 0.0311994 | Time: 1577.96 ms [2021-01-21 23:42:10 main:574] : INFO : Epoch 1945 | loss: 0.0311867 | val_loss: 0.0311938 | Time: 1630.97 ms [2021-01-21 23:42:12 main:574] : INFO : Epoch 1946 | loss: 0.0311864 | val_loss: 0.0311923 | Time: 1591.71 ms [2021-01-21 23:42:14 main:574] : INFO : Epoch 1947 | loss: 0.0311851 | val_loss: 0.0311935 | Time: 1568.41 ms [2021-01-21 23:42:15 main:574] : INFO : Epoch 1948 | loss: 0.0311853 | val_loss: 0.0311933 | Time: 1656.31 ms [2021-01-21 23:42:17 main:574] : INFO : Epoch 1949 | loss: 0.0311867 | val_loss: 0.0311995 | Time: 1641.31 ms [2021-01-21 23:42:18 main:574] : INFO : Epoch 1950 | loss: 0.0311867 | val_loss: 0.0312041 | Time: 1593.44 ms [2021-01-21 23:42:20 main:574] : INFO : Epoch 1951 | loss: 0.0311884 | val_loss: 0.0311944 | Time: 1589.06 ms [2021-01-21 23:42:22 main:574] : INFO : Epoch 1952 | loss: 0.0311898 | val_loss: 0.0311946 | Time: 1624.14 ms [2021-01-21 23:42:23 main:574] : INFO : Epoch 1953 | loss: 0.0311873 | val_loss: 0.0311941 | Time: 1565.18 ms [2021-01-21 23:42:25 main:574] : INFO : Epoch 1954 | loss: 0.0311855 | val_loss: 0.0311939 | Time: 1624.29 ms [2021-01-21 23:42:27 main:574] : INFO : Epoch 1955 | loss: 0.0311849 | val_loss: 0.0311913 | Time: 1613.52 ms [2021-01-21 23:42:28 main:574] : INFO : Epoch 1956 | loss: 0.0311844 | val_loss: 0.031192 | Time: 1628.73 ms [2021-01-21 23:42:30 main:574] : INFO : Epoch 1957 | loss: 0.0311851 | val_loss: 0.0311934 | Time: 1606.39 ms [2021-01-21 23:42:31 main:574] : INFO : Epoch 1958 | loss: 0.0311877 | val_loss: 0.031194 | Time: 1609.54 ms [2021-01-21 23:42:33 main:574] : INFO : Epoch 1959 | loss: 0.0311879 | val_loss: 0.0311966 | Time: 1610.99 ms [2021-01-21 23:42:35 main:574] : INFO : Epoch 1960 | loss: 0.0311902 | val_loss: 0.0311958 | Time: 1600.83 ms [2021-01-21 23:42:36 main:574] : INFO : Epoch 1961 | loss: 0.0311872 | val_loss: 0.0311919 | Time: 1587.69 ms [2021-01-21 23:42:38 main:574] : INFO : Epoch 1962 | loss: 0.0311865 | val_loss: 0.0311911 | Time: 1589.77 ms [2021-01-21 23:42:39 main:574] : INFO : Epoch 1963 | loss: 0.0311855 | val_loss: 0.0311929 | Time: 1604.28 ms [2021-01-21 23:42:41 main:574] : INFO : Epoch 1964 | loss: 0.0311852 | val_loss: 0.0311948 | Time: 1628.08 ms [2021-01-21 23:42:43 main:574] : INFO : Epoch 1965 | loss: 0.0311867 | val_loss: 0.0311898 | Time: 1584.77 ms [2021-01-21 23:42:44 main:574] : INFO : Epoch 1966 | loss: 0.0311862 | val_loss: 0.0311919 | Time: 1591.31 ms [2021-01-21 23:42:46 main:574] : INFO : Epoch 1967 | loss: 0.0311875 | val_loss: 0.0311918 | Time: 1636.8 ms [2021-01-21 23:42:48 main:574] : INFO : Epoch 1968 | loss: 0.0311898 | val_loss: 0.031192 | Time: 1627.69 ms [2021-01-21 23:42:49 main:574] : INFO : Epoch 1969 | loss: 0.031185 | val_loss: 0.0311896 | Time: 1575.26 ms [2021-01-21 23:42:51 main:574] : INFO : Epoch 1970 | loss: 0.0311871 | val_loss: 0.03119 | Time: 1615.16 ms [2021-01-21 23:42:52 main:574] : INFO : Epoch 1971 | loss: 0.0311864 | val_loss: 0.0311934 | Time: 1619.39 ms [2021-01-21 23:42:54 main:574] : INFO : Epoch 1972 | loss: 0.0311869 | val_loss: 0.0311907 | Time: 1631.07 ms [2021-01-21 23:42:56 main:574] : INFO : Epoch 1973 | loss: 0.0311846 | val_loss: 0.0311898 | Time: 1574.6 ms [2021-01-21 23:42:57 main:574] : INFO : Epoch 1974 | loss: 0.0311845 | val_loss: 0.0311959 | Time: 1588.11 ms [2021-01-21 23:42:59 main:574] : INFO : Epoch 1975 | loss: 0.0311878 | val_loss: 0.0311924 | Time: 1568.4 ms [2021-01-21 23:43:01 main:574] : INFO : Epoch 1976 | loss: 0.0311926 | val_loss: 0.0311987 | Time: 1620.27 ms [2021-01-21 23:43:02 main:574] : INFO : Epoch 1977 | loss: 0.0311905 | val_loss: 0.0311955 | Time: 1622.23 ms [2021-01-21 23:43:04 main:574] : INFO : Epoch 1978 | loss: 0.0311838 | val_loss: 0.0311905 | Time: 1573.13 ms [2021-01-21 23:43:05 main:574] : INFO : Epoch 1979 | loss: 0.031182 | val_loss: 0.03119 | Time: 1637.64 ms [2021-01-21 23:43:07 main:574] : INFO : Epoch 1980 | loss: 0.0311827 | val_loss: 0.0311945 | Time: 1605.98 ms [2021-01-21 23:43:09 main:574] : INFO : Epoch 1981 | loss: 0.0311843 | val_loss: 0.0311899 | Time: 1565.11 ms [2021-01-21 23:43:10 main:574] : INFO : Epoch 1982 | loss: 0.0311845 | val_loss: 0.0311897 | Time: 1579.36 ms [2021-01-21 23:43:12 main:574] : INFO : Epoch 1983 | loss: 0.0311832 | val_loss: 0.0311911 | Time: 1593.35 ms [2021-01-21 23:43:13 main:574] : INFO : Epoch 1984 | loss: 0.0311828 | val_loss: 0.0311918 | Time: 1571.87 ms [2021-01-21 23:43:15 main:574] : INFO : Epoch 1985 | loss: 0.0311816 | val_loss: 0.031191 | Time: 1616.86 ms [2021-01-21 23:43:17 main:574] : INFO : Epoch 1986 | loss: 0.0311829 | val_loss: 0.0311895 | Time: 1664.09 ms [2021-01-21 23:43:18 main:574] : INFO : Epoch 1987 | loss: 0.0311824 | val_loss: 0.0311907 | Time: 1710.79 ms [2021-01-21 23:43:20 main:574] : INFO : Epoch 1988 | loss: 0.031182 | val_loss: 0.0311893 | Time: 1574.96 ms [2021-01-21 23:43:22 main:574] : INFO : Epoch 1989 | loss: 0.0311815 | val_loss: 0.0311933 | Time: 1638.38 ms [2021-01-21 23:43:23 main:574] : INFO : Epoch 1990 | loss: 0.031181 | val_loss: 0.0311924 | Time: 1591.88 ms [2021-01-21 23:43:25 main:574] : INFO : Epoch 1991 | loss: 0.0311857 | val_loss: 0.0311966 | Time: 1554.07 ms [2021-01-21 23:43:26 main:574] : INFO : Epoch 1992 | loss: 0.0311887 | val_loss: 0.0311956 | Time: 1601.63 ms [2021-01-21 23:43:28 main:574] : INFO : Epoch 1993 | loss: 0.0311846 | val_loss: 0.0311923 | Time: 1587.43 ms [2021-01-21 23:43:30 main:574] : INFO : Epoch 1994 | loss: 0.0311853 | val_loss: 0.0311923 | Time: 1614.97 ms [2021-01-21 23:43:31 main:574] : INFO : Epoch 1995 | loss: 0.0311839 | val_loss: 0.0311914 | Time: 1610.68 ms [2021-01-21 23:43:33 main:574] : INFO : Epoch 1996 | loss: 0.0311808 | val_loss: 0.0311942 | Time: 1547.43 ms [2021-01-21 23:43:34 main:574] : INFO : Epoch 1997 | loss: 0.0311864 | val_loss: 0.0311918 | Time: 1633.89 ms [2021-01-21 23:43:36 main:574] : INFO : Epoch 1998 | loss: 0.0311829 | val_loss: 0.0311893 | Time: 1571.84 ms [2021-01-21 23:43:38 main:574] : INFO : Epoch 1999 | loss: 0.0311814 | val_loss: 0.0311896 | Time: 1575.2 ms [2021-01-21 23:43:39 main:574] : INFO : Epoch 2000 | loss: 0.0311814 | val_loss: 0.0312022 | Time: 1583.44 ms [2021-01-21 23:43:41 main:574] : INFO : Epoch 2001 | loss: 0.0311834 | val_loss: 0.0311924 | Time: 1579.18 ms [2021-01-21 23:43:42 main:574] : INFO : Epoch 2002 | loss: 0.0311804 | val_loss: 0.0311898 | Time: 1585.27 ms [2021-01-21 23:43:44 main:574] : INFO : Epoch 2003 | loss: 0.0311794 | val_loss: 0.0311911 | Time: 1583.62 ms [2021-01-21 23:43:46 main:574] : INFO : Epoch 2004 | loss: 0.0311804 | val_loss: 0.0311912 | Time: 1568.25 ms [2021-01-21 23:43:47 main:574] : INFO : Epoch 2005 | loss: 0.0311822 | val_loss: 0.0311903 | Time: 1542.18 ms [2021-01-21 23:43:49 main:574] : INFO : Epoch 2006 | loss: 0.0311807 | val_loss: 0.0311894 | Time: 1607.24 ms [2021-01-21 23:43:50 main:574] : INFO : Epoch 2007 | loss: 0.0311823 | val_loss: 0.0311885 | Time: 1567.67 ms [2021-01-21 23:43:52 main:574] : INFO : Epoch 2008 | loss: 0.031182 | val_loss: 0.0311926 | Time: 1578.73 ms [2021-01-21 23:43:54 main:574] : INFO : Epoch 2009 | loss: 0.0311869 | val_loss: 0.03119 | Time: 1571.5 ms [2021-01-21 23:43:55 main:574] : INFO : Epoch 2010 | loss: 0.0311834 | val_loss: 0.0311922 | Time: 1591.7 ms [2021-01-21 23:43:57 main:574] : INFO : Epoch 2011 | loss: 0.0311824 | val_loss: 0.0311949 | Time: 1585.39 ms [2021-01-21 23:43:58 main:574] : INFO : Epoch 2012 | loss: 0.0311819 | val_loss: 0.031189 | Time: 1602.98 ms [2021-01-21 23:44:00 main:574] : INFO : Epoch 2013 | loss: 0.0311816 | val_loss: 0.03119 | Time: 1571.44 ms [2021-01-21 23:44:02 main:574] : INFO : Epoch 2014 | loss: 0.0311809 | val_loss: 0.0311913 | Time: 1602.07 ms [2021-01-21 23:44:03 main:574] : INFO : Epoch 2015 | loss: 0.0311817 | val_loss: 0.0311937 | Time: 1609.68 ms [2021-01-21 23:44:05 main:574] : INFO : Epoch 2016 | loss: 0.0311847 | val_loss: 0.031189 | Time: 1568.35 ms [2021-01-21 23:44:06 main:574] : INFO : Epoch 2017 | loss: 0.0311833 | val_loss: 0.0311884 | Time: 1602.75 ms [2021-01-21 23:44:08 main:574] : INFO : Epoch 2018 | loss: 0.0311813 | val_loss: 0.031191 | Time: 1639.84 ms [2021-01-21 23:44:10 main:574] : INFO : Epoch 2019 | loss: 0.0311828 | val_loss: 0.0311901 | Time: 1609.56 ms [2021-01-21 23:44:11 main:574] : INFO : Epoch 2020 | loss: 0.0311809 | val_loss: 0.0311894 | Time: 1540.67 ms [2021-01-21 23:44:13 main:574] : INFO : Epoch 2021 | loss: 0.0311814 | val_loss: 0.0311911 | Time: 1604.18 ms [2021-01-21 23:44:14 main:574] : INFO : Epoch 2022 | loss: 0.0311821 | val_loss: 0.0311911 | Time: 1594.2 ms [2021-01-21 23:44:16 main:574] : INFO : Epoch 2023 | loss: 0.0311819 | val_loss: 0.0311915 | Time: 1594.18 ms [2021-01-21 23:44:18 main:574] : INFO : Epoch 2024 | loss: 0.0311808 | val_loss: 0.0311917 | Time: 1574.05 ms [2021-01-21 23:44:19 main:574] : INFO : Epoch 2025 | loss: 0.03118 | val_loss: 0.03119 | Time: 1584.68 ms [2021-01-21 23:44:21 main:574] : INFO : Epoch 2026 | loss: 0.0311792 | val_loss: 0.0311881 | Time: 1605.32 ms [2021-01-21 23:44:22 main:574] : INFO : Epoch 2027 | loss: 0.031179 | val_loss: 0.0311919 | Time: 1615.73 ms [2021-01-21 23:44:24 main:574] : INFO : Epoch 2028 | loss: 0.0311891 | val_loss: 0.0312226 | Time: 1639.4 ms [2021-01-21 23:44:26 main:574] : INFO : Epoch 2029 | loss: 0.0312214 | val_loss: 0.0312203 | Time: 1570.91 ms [2021-01-21 23:44:27 main:574] : INFO : Epoch 2030 | loss: 0.0312136 | val_loss: 0.0312146 | Time: 1596.3 ms [2021-01-21 23:44:29 main:574] : INFO : Epoch 2031 | loss: 0.0312094 | val_loss: 0.0312127 | Time: 1612.73 ms [2021-01-21 23:44:30 main:574] : INFO : Epoch 2032 | loss: 0.0312073 | val_loss: 0.0312193 | Time: 1556.16 ms [2021-01-21 23:44:32 main:574] : INFO : Epoch 2033 | loss: 0.031206 | val_loss: 0.0312201 | Time: 1586.37 ms [2021-01-21 23:44:34 main:574] : INFO : Epoch 2034 | loss: 0.0312066 | val_loss: 0.0312144 | Time: 1607.71 ms [2021-01-21 23:44:35 main:574] : INFO : Epoch 2035 | loss: 0.031206 | val_loss: 0.0312212 | Time: 1586.59 ms [2021-01-21 23:44:37 main:574] : INFO : Epoch 2036 | loss: 0.0312056 | val_loss: 0.0312111 | Time: 1578.03 ms [2021-01-21 23:44:38 main:574] : INFO : Epoch 2037 | loss: 0.0312032 | val_loss: 0.0312103 | Time: 1596.07 ms [2021-01-21 23:44:40 main:574] : INFO : Epoch 2038 | loss: 0.031202 | val_loss: 0.0312096 | Time: 1606.48 ms [2021-01-21 23:44:42 main:574] : INFO : Epoch 2039 | loss: 0.031202 | val_loss: 0.0312123 | Time: 1637.38 ms [2021-01-21 23:44:43 main:574] : INFO : Epoch 2040 | loss: 0.0312005 | val_loss: 0.0312071 | Time: 1633.38 ms [2021-01-21 23:44:45 main:574] : INFO : Epoch 2041 | loss: 0.0311994 | val_loss: 0.0312056 | Time: 1611.78 ms [2021-01-21 23:44:47 main:574] : INFO : Epoch 2042 | loss: 0.0311997 | val_loss: 0.0312054 | Time: 1624.24 ms [2021-01-21 23:44:48 main:574] : INFO : Epoch 2043 | loss: 0.0311971 | val_loss: 0.0312063 | Time: 1615.29 ms [2021-01-21 23:44:50 main:574] : INFO : Epoch 2044 | loss: 0.0311975 | val_loss: 0.0312007 | Time: 1576.72 ms [2021-01-21 23:44:51 main:574] : INFO : Epoch 2045 | loss: 0.0311954 | val_loss: 0.0312016 | Time: 1578.03 ms [2021-01-21 23:44:53 main:574] : INFO : Epoch 2046 | loss: 0.0311958 | val_loss: 0.0312018 | Time: 1623.03 ms [2021-01-21 23:44:55 main:574] : INFO : Epoch 2047 | loss: 0.0311923 | val_loss: 0.0312034 | Time: 1611.71 ms [2021-01-21 23:44:56 main:574] : INFO : Epoch 2048 | loss: 0.0311918 | val_loss: 0.0312036 | Time: 1601.76 ms [2021-01-21 23:44:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312036 [2021-01-21 23:44:56 main:603] : INFO : Saving end state to config to file [2021-01-21 23:44:56 main:608] : INFO : Success, exiting.. 23:44:56 (14940): 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)