Task 10185007
| Name | ParityModified-1638634806-24938-2-0_0 |
| Workunit | 7551442 |
| Created | 25 Dec 2021, 17:59:32 UTC |
| Sent | 11 Jan 2022, 8:30:07 UTC |
| Report deadline | 19 Jan 2022, 8:30:07 UTC |
| Received | 11 Jan 2022, 23:30:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 39 min 44 sec |
| CPU time | 1 hours 39 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.89 GB |
| Peak swap size | 4.80 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.031117 | val_loss: 0.0311636 | Time: 1567.38 ms [2022-01-11 17:16:31 main:574] : INFO : Epoch 1543 | loss: 0.0311176 | val_loss: 0.0311631 | Time: 1568.11 ms [2022-01-11 17:16:33 main:574] : INFO : Epoch 1544 | loss: 0.0311177 | val_loss: 0.0311552 | Time: 1544.25 ms [2022-01-11 17:16:34 main:574] : INFO : Epoch 1545 | loss: 0.0311178 | val_loss: 0.0311576 | Time: 1561.04 ms [2022-01-11 17:16:36 main:574] : INFO : Epoch 1546 | loss: 0.031122 | val_loss: 0.03116 | Time: 1574.36 ms [2022-01-11 17:16:38 main:574] : INFO : Epoch 1547 | loss: 0.0311226 | val_loss: 0.0311601 | Time: 1587.77 ms [2022-01-11 17:16:39 main:574] : INFO : Epoch 1548 | loss: 0.0311193 | val_loss: 0.0311648 | Time: 1551.82 ms [2022-01-11 17:16:41 main:574] : INFO : Epoch 1549 | loss: 0.0311167 | val_loss: 0.0311586 | Time: 1563.68 ms [2022-01-11 17:16:42 main:574] : INFO : Epoch 1550 | loss: 0.0311176 | val_loss: 0.0311602 | Time: 1583.39 ms [2022-01-11 17:16:44 main:574] : INFO : Epoch 1551 | loss: 0.0311177 | val_loss: 0.0311576 | Time: 1635.09 ms [2022-01-11 17:16:46 main:574] : INFO : Epoch 1552 | loss: 0.0311195 | val_loss: 0.0311644 | Time: 1609.7 ms [2022-01-11 17:16:47 main:574] : INFO : Epoch 1553 | loss: 0.0311225 | val_loss: 0.0311584 | Time: 1632.3 ms [2022-01-11 17:16:49 main:574] : INFO : Epoch 1554 | loss: 0.0311234 | val_loss: 0.0311547 | Time: 1594.27 ms [2022-01-11 17:16:50 main:574] : INFO : Epoch 1555 | loss: 0.0311235 | val_loss: 0.0311644 | Time: 1535.36 ms [2022-01-11 17:16:52 main:574] : INFO : Epoch 1556 | loss: 0.0311233 | val_loss: 0.0311618 | Time: 1583.47 ms [2022-01-11 17:16:53 main:574] : INFO : Epoch 1557 | loss: 0.0311323 | val_loss: 0.0311674 | Time: 1570.3 ms [2022-01-11 17:16:55 main:574] : INFO : Epoch 1558 | loss: 0.0311302 | val_loss: 0.0311588 | Time: 1556.83 ms [2022-01-11 17:16:57 main:574] : INFO : Epoch 1559 | loss: 0.0311258 | val_loss: 0.0311564 | Time: 1599.15 ms [2022-01-11 17:16:58 main:574] : INFO : Epoch 1560 | loss: 0.0311242 | val_loss: 0.0311605 | Time: 1592.7 ms [2022-01-11 17:17:00 main:574] : INFO : Epoch 1561 | loss: 0.0311231 | val_loss: 0.0311571 | Time: 1610.27 ms [2022-01-11 17:17:01 main:574] : INFO : Epoch 1562 | loss: 0.0311199 | val_loss: 0.031159 | Time: 1550.52 ms [2022-01-11 17:17:03 main:574] : INFO : Epoch 1563 | loss: 0.0311194 | val_loss: 0.0311605 | Time: 1581.85 ms [2022-01-11 17:17:05 main:574] : INFO : Epoch 1564 | loss: 0.0311188 | val_loss: 0.0311555 | Time: 1575.76 ms [2022-01-11 17:17:06 main:574] : INFO : Epoch 1565 | loss: 0.031119 | val_loss: 0.0311568 | Time: 1584.45 ms [2022-01-11 17:17:08 main:574] : INFO : Epoch 1566 | loss: 0.0311172 | val_loss: 0.031155 | Time: 1529.68 ms [2022-01-11 17:17:09 main:574] : INFO : Epoch 1567 | loss: 0.031116 | val_loss: 0.0311611 | Time: 1575.44 ms [2022-01-11 17:17:11 main:574] : INFO : Epoch 1568 | loss: 0.0311187 | val_loss: 0.0311611 | Time: 1582.91 ms [2022-01-11 17:17:12 main:574] : INFO : Epoch 1569 | loss: 0.0311215 | val_loss: 0.0311536 | Time: 1545.46 ms [2022-01-11 17:17:14 main:574] : INFO : Epoch 1570 | loss: 0.031119 | val_loss: 0.031153 | Time: 1600.14 ms [2022-01-11 17:17:16 main:574] : INFO : Epoch 1571 | loss: 0.0311176 | val_loss: 0.031154 | Time: 1602.8 ms [2022-01-11 17:17:17 main:574] : INFO : Epoch 1572 | loss: 0.0311157 | val_loss: 0.0311563 | Time: 1577.28 ms [2022-01-11 17:17:19 main:574] : INFO : Epoch 1573 | loss: 0.0311155 | val_loss: 0.0311563 | Time: 1530.28 ms [2022-01-11 17:17:20 main:574] : INFO : Epoch 1574 | loss: 0.0311157 | val_loss: 0.0311523 | Time: 1604.9 ms [2022-01-11 17:17:22 main:574] : INFO : Epoch 1575 | loss: 0.0311204 | val_loss: 0.0311533 | Time: 1573.98 ms [2022-01-11 17:17:23 main:574] : INFO : Epoch 1576 | loss: 0.0311227 | val_loss: 0.0311583 | Time: 1557.76 ms [2022-01-11 17:17:25 main:574] : INFO : Epoch 1577 | loss: 0.031118 | val_loss: 0.0311549 | Time: 1550.22 ms [2022-01-11 17:17:27 main:574] : INFO : Epoch 1578 | loss: 0.0311153 | val_loss: 0.0311609 | Time: 1509.47 ms [2022-01-11 17:17:28 main:574] : INFO : Epoch 1579 | loss: 0.031118 | val_loss: 0.031156 | Time: 1566.2 ms [2022-01-11 17:17:30 main:574] : INFO : Epoch 1580 | loss: 0.031117 | val_loss: 0.0311529 | Time: 1567.2 ms [2022-01-11 17:17:31 main:574] : INFO : Epoch 1581 | loss: 0.0311166 | val_loss: 0.0311541 | Time: 1567.96 ms [2022-01-11 17:17:33 main:574] : INFO : Epoch 1582 | loss: 0.0311176 | val_loss: 0.0311571 | Time: 1514.79 ms [2022-01-11 17:17:34 main:574] : INFO : Epoch 1583 | loss: 0.031121 | val_loss: 0.0311495 | Time: 1538.41 ms [2022-01-11 17:17:36 main:574] : INFO : Epoch 1584 | loss: 0.0311203 | val_loss: 0.0311532 | Time: 1516.2 ms [2022-01-11 17:17:37 main:574] : INFO : Epoch 1585 | loss: 0.0311255 | val_loss: 0.0311565 | Time: 1590.76 ms [2022-01-11 17:17:39 main:574] : INFO : Epoch 1586 | loss: 0.0311286 | val_loss: 0.031156 | Time: 1612.27 ms [2022-01-11 17:17:41 main:574] : INFO : Epoch 1587 | loss: 0.0311267 | val_loss: 0.0311547 | Time: 1620.67 ms [2022-01-11 17:17:42 main:574] : INFO : Epoch 1588 | loss: 0.0311244 | val_loss: 0.0311531 | Time: 1582.8 ms [2022-01-11 17:17:44 main:574] : INFO : Epoch 1589 | loss: 0.0311223 | val_loss: 0.0311595 | Time: 1583.46 ms [2022-01-11 17:17:45 main:574] : INFO : Epoch 1590 | loss: 0.0311223 | val_loss: 0.0311572 | Time: 1593.22 ms [2022-01-11 17:17:47 main:574] : INFO : Epoch 1591 | loss: 0.03112 | val_loss: 0.0311557 | Time: 1520.3 ms [2022-01-11 17:17:49 main:574] : INFO : Epoch 1592 | loss: 0.0311201 | val_loss: 0.031155 | Time: 1584.39 ms [2022-01-11 17:17:50 main:574] : INFO : Epoch 1593 | loss: 0.031118 | val_loss: 0.0311531 | Time: 1554.63 ms [2022-01-11 17:17:52 main:574] : INFO : Epoch 1594 | loss: 0.0311182 | val_loss: 0.0311555 | Time: 1556.27 ms [2022-01-11 17:17:53 main:574] : INFO : Epoch 1595 | loss: 0.031119 | val_loss: 0.0311593 | Time: 1617.01 ms [2022-01-11 17:17:55 main:574] : INFO : Epoch 1596 | loss: 0.0311277 | val_loss: 0.0311595 | Time: 1609.78 ms [2022-01-11 17:17:56 main:574] : INFO : Epoch 1597 | loss: 0.0311244 | val_loss: 0.0311565 | Time: 1614.66 ms [2022-01-11 17:17:58 main:574] : INFO : Epoch 1598 | loss: 0.0311228 | val_loss: 0.0311598 | Time: 1605.18 ms [2022-01-11 17:18:00 main:574] : INFO : Epoch 1599 | loss: 0.0311209 | val_loss: 0.0311611 | Time: 1620.93 ms [2022-01-11 17:18:01 main:574] : INFO : Epoch 1600 | loss: 0.0311191 | val_loss: 0.0311575 | Time: 1576.37 ms [2022-01-11 17:18:03 main:574] : INFO : Epoch 1601 | loss: 0.031118 | val_loss: 0.0311579 | Time: 1605.81 ms [2022-01-11 17:18:04 main:574] : INFO : Epoch 1602 | loss: 0.0311197 | val_loss: 0.0311615 | Time: 1567.57 ms [2022-01-11 17:18:06 main:574] : INFO : Epoch 1603 | loss: 0.0311202 | val_loss: 0.0311565 | Time: 1527.41 ms [2022-01-11 17:18:08 main:574] : INFO : Epoch 1604 | loss: 0.0311197 | val_loss: 0.031156 | Time: 1568.33 ms [2022-01-11 17:18:09 main:574] : INFO : Epoch 1605 | loss: 0.0311187 | val_loss: 0.0311623 | Time: 1575.38 ms [2022-01-11 17:18:11 main:574] : INFO : Epoch 1606 | loss: 0.0311173 | val_loss: 0.0311568 | Time: 1603.75 ms [2022-01-11 17:18:12 main:574] : INFO : Epoch 1607 | loss: 0.0311197 | val_loss: 0.0311607 | Time: 1574.61 ms [2022-01-11 17:18:14 main:574] : INFO : Epoch 1608 | loss: 0.0311176 | val_loss: 0.0311588 | Time: 1599.59 ms [2022-01-11 17:18:15 main:574] : INFO : Epoch 1609 | loss: 0.0311159 | val_loss: 0.0311542 | Time: 1549.77 ms [2022-01-11 17:18:17 main:574] : INFO : Epoch 1610 | loss: 0.0311165 | val_loss: 0.0311586 | Time: 1579.45 ms [2022-01-11 17:18:19 main:574] : INFO : Epoch 1611 | loss: 0.0311171 | val_loss: 0.0311588 | Time: 1569.44 ms [2022-01-11 17:18:20 main:574] : INFO : Epoch 1612 | loss: 0.0311173 | val_loss: 0.0311636 | Time: 1536.12 ms [2022-01-11 17:18:22 main:574] : INFO : Epoch 1613 | loss: 0.0311191 | val_loss: 0.0311581 | Time: 1594.2 ms [2022-01-11 17:18:23 main:574] : INFO : Epoch 1614 | loss: 0.0311178 | val_loss: 0.0311607 | Time: 1548.24 ms [2022-01-11 17:18:25 main:574] : INFO : Epoch 1615 | loss: 0.0311169 | val_loss: 0.0311615 | Time: 1555.57 ms [2022-01-11 17:18:26 main:574] : INFO : Epoch 1616 | loss: 0.0311152 | val_loss: 0.0311574 | Time: 1576.44 ms [2022-01-11 17:18:28 main:574] : INFO : Epoch 1617 | loss: 0.0311131 | val_loss: 0.0311606 | Time: 1567.09 ms [2022-01-11 17:18:30 main:574] : INFO : Epoch 1618 | loss: 0.0311135 | val_loss: 0.0311576 | Time: 1543.89 ms [2022-01-11 17:18:31 main:574] : INFO : Epoch 1619 | loss: 0.031116 | val_loss: 0.0311564 | Time: 1572.38 ms [2022-01-11 17:18:33 main:574] : INFO : Epoch 1620 | loss: 0.0311178 | val_loss: 0.0311596 | Time: 1565.75 ms [2022-01-11 17:18:34 main:574] : INFO : Epoch 1621 | loss: 0.0311187 | val_loss: 0.0311634 | Time: 1555.1 ms [2022-01-11 17:18:36 main:574] : INFO : Epoch 1622 | loss: 0.031118 | val_loss: 0.0311551 | Time: 1557.05 ms [2022-01-11 17:18:37 main:574] : INFO : Epoch 1623 | loss: 0.0311197 | val_loss: 0.0311553 | Time: 1561 ms [2022-01-11 17:18:39 main:574] : INFO : Epoch 1624 | loss: 0.0311218 | val_loss: 0.0311549 | Time: 1543.53 ms [2022-01-11 17:18:41 main:574] : INFO : Epoch 1625 | loss: 0.0311163 | val_loss: 0.0311605 | Time: 1590.25 ms [2022-01-11 17:18:42 main:574] : INFO : Epoch 1626 | loss: 0.0311153 | val_loss: 0.0311603 | Time: 1535.58 ms [2022-01-11 17:18:44 main:574] : INFO : Epoch 1627 | loss: 0.0311155 | val_loss: 0.0311639 | Time: 1602 ms [2022-01-11 17:18:45 main:574] : INFO : Epoch 1628 | loss: 0.0311159 | val_loss: 0.0311578 | Time: 1628.72 ms [2022-01-11 17:18:47 main:574] : INFO : Epoch 1629 | loss: 0.0311167 | val_loss: 0.0311611 | Time: 1592.05 ms [2022-01-11 17:18:48 main:574] : INFO : Epoch 1630 | loss: 0.0311166 | val_loss: 0.0311549 | Time: 1560.96 ms [2022-01-11 17:18:50 main:574] : INFO : Epoch 1631 | loss: 0.0311151 | val_loss: 0.0311611 | Time: 1552.44 ms [2022-01-11 17:18:52 main:574] : INFO : Epoch 1632 | loss: 0.0311149 | val_loss: 0.0311584 | Time: 1517.57 ms [2022-01-11 17:18:53 main:574] : INFO : Epoch 1633 | loss: 0.0311144 | val_loss: 0.0311612 | Time: 1529.36 ms [2022-01-11 17:18:55 main:574] : INFO : Epoch 1634 | loss: 0.0311129 | val_loss: 0.031158 | Time: 1598.19 ms [2022-01-11 17:18:56 main:574] : INFO : Epoch 1635 | loss: 0.0311106 | val_loss: 0.0311617 | Time: 1586.28 ms [2022-01-11 17:18:58 main:574] : INFO : Epoch 1636 | loss: 0.0311112 | val_loss: 0.0311632 | Time: 1610.5 ms [2022-01-11 17:19:00 main:574] : INFO : Epoch 1637 | loss: 0.03111 | val_loss: 0.0311688 | Time: 1641.74 ms [2022-01-11 17:19:01 main:574] : INFO : Epoch 1638 | loss: 0.0311122 | val_loss: 0.0311606 | Time: 1573.75 ms [2022-01-11 17:19:03 main:574] : INFO : Epoch 1639 | loss: 0.0311113 | val_loss: 0.0311627 | Time: 1628.31 ms [2022-01-11 17:19:04 main:574] : INFO : Epoch 1640 | loss: 0.0311119 | val_loss: 0.0311674 | Time: 1628.31 ms [2022-01-11 17:19:06 main:574] : INFO : Epoch 1641 | loss: 0.0311167 | val_loss: 0.0311606 | Time: 1585.94 ms [2022-01-11 17:19:08 main:574] : INFO : Epoch 1642 | loss: 0.0311194 | val_loss: 0.0311655 | Time: 1591.96 ms [2022-01-11 17:19:09 main:574] : INFO : Epoch 1643 | loss: 0.0311182 | val_loss: 0.0311732 | Time: 1565.66 ms [2022-01-11 17:19:11 main:574] : INFO : Epoch 1644 | loss: 0.0311211 | val_loss: 0.0311633 | Time: 1573.84 ms [2022-01-11 17:19:12 main:574] : INFO : Epoch 1645 | loss: 0.0311161 | val_loss: 0.0311641 | Time: 1578.38 ms [2022-01-11 17:19:14 main:574] : INFO : Epoch 1646 | loss: 0.0311168 | val_loss: 0.0311608 | Time: 1582.43 ms [2022-01-11 17:19:15 main:574] : INFO : Epoch 1647 | loss: 0.0311152 | val_loss: 0.0311617 | Time: 1619.9 ms [2022-01-11 17:19:17 main:574] : INFO : Epoch 1648 | loss: 0.0311171 | val_loss: 0.0311667 | Time: 1570.14 ms [2022-01-11 17:19:19 main:574] : INFO : Epoch 1649 | loss: 0.0311143 | val_loss: 0.0311612 | Time: 1582.28 ms [2022-01-11 17:19:20 main:574] : INFO : Epoch 1650 | loss: 0.0311198 | val_loss: 0.0311581 | Time: 1571.76 ms [2022-01-11 17:19:22 main:574] : INFO : Epoch 1651 | loss: 0.0311209 | val_loss: 0.0311597 | Time: 1546.44 ms [2022-01-11 17:19:23 main:574] : INFO : Epoch 1652 | loss: 0.0311202 | val_loss: 0.0311638 | Time: 1596.5 ms [2022-01-11 17:19:25 main:574] : INFO : Epoch 1653 | loss: 0.0311215 | val_loss: 0.03119 | Time: 1611.11 ms [2022-01-11 17:19:27 main:574] : INFO : Epoch 1654 | loss: 0.0311378 | val_loss: 0.0311773 | Time: 1574.51 ms [2022-01-11 17:19:28 main:574] : INFO : Epoch 1655 | loss: 0.0311228 | val_loss: 0.0311598 | Time: 1597.25 ms [2022-01-11 17:19:30 main:574] : INFO : Epoch 1656 | loss: 0.0311149 | val_loss: 0.0311616 | Time: 1552.76 ms [2022-01-11 17:19:31 main:574] : INFO : Epoch 1657 | loss: 0.0311137 | val_loss: 0.0311599 | Time: 1561.98 ms [2022-01-11 17:19:33 main:574] : INFO : Epoch 1658 | loss: 0.0311181 | val_loss: 0.031164 | Time: 1588.91 ms [2022-01-11 17:19:34 main:574] : INFO : Epoch 1659 | loss: 0.0311255 | val_loss: 0.0311608 | Time: 1559.72 ms [2022-01-11 17:19:36 main:574] : INFO : Epoch 1660 | loss: 0.0311232 | val_loss: 0.0311573 | Time: 1628.05 ms [2022-01-11 17:19:38 main:574] : INFO : Epoch 1661 | loss: 0.0311185 | val_loss: 0.0311594 | Time: 1550.7 ms [2022-01-11 17:19:39 main:574] : INFO : Epoch 1662 | loss: 0.0311148 | val_loss: 0.031162 | Time: 1588.79 ms [2022-01-11 17:19:41 main:574] : INFO : Epoch 1663 | loss: 0.0311124 | val_loss: 0.0311651 | Time: 1591.91 ms [2022-01-11 17:19:42 main:574] : INFO : Epoch 1664 | loss: 0.0311141 | val_loss: 0.031163 | Time: 1589.25 ms [2022-01-11 17:19:44 main:574] : INFO : Epoch 1665 | loss: 0.0311146 | val_loss: 0.0311664 | Time: 1564.65 ms [2022-01-11 17:19:46 main:574] : INFO : Epoch 1666 | loss: 0.0311113 | val_loss: 0.0311593 | Time: 1617.73 ms [2022-01-11 17:19:47 main:574] : INFO : Epoch 1667 | loss: 0.0311117 | val_loss: 0.031157 | Time: 1588.63 ms [2022-01-11 17:19:49 main:574] : INFO : Epoch 1668 | loss: 0.0311127 | val_loss: 0.0311621 | Time: 1615.22 ms [2022-01-11 17:19:50 main:574] : INFO : Epoch 1669 | loss: 0.0311102 | val_loss: 0.0311602 | Time: 1583.43 ms [2022-01-11 17:19:52 main:574] : INFO : Epoch 1670 | loss: 0.0311098 | val_loss: 0.0311573 | Time: 1584.82 ms [2022-01-11 17:19:54 main:574] : INFO : Epoch 1671 | loss: 0.0311092 | val_loss: 0.0311609 | Time: 1586.05 ms [2022-01-11 17:19:55 main:574] : INFO : Epoch 1672 | loss: 0.031109 | val_loss: 0.0311644 | Time: 1628.15 ms [2022-01-11 17:19:57 main:574] : INFO : Epoch 1673 | loss: 0.0311103 | val_loss: 0.0311585 | Time: 1582.2 ms [2022-01-11 17:19:58 main:574] : INFO : Epoch 1674 | loss: 0.0311124 | val_loss: 0.0311654 | Time: 1582.5 ms [2022-01-11 17:20:00 main:574] : INFO : Epoch 1675 | loss: 0.0311128 | val_loss: 0.0311678 | Time: 1599.49 ms [2022-01-11 17:20:02 main:574] : INFO : Epoch 1676 | loss: 0.0311176 | val_loss: 0.0311601 | Time: 1560.95 ms [2022-01-11 17:20:03 main:574] : INFO : Epoch 1677 | loss: 0.0311139 | val_loss: 0.0311729 | Time: 1588.97 ms [2022-01-11 17:20:05 main:574] : INFO : Epoch 1678 | loss: 0.0311169 | val_loss: 0.031163 | Time: 1588.92 ms [2022-01-11 17:20:06 main:574] : INFO : Epoch 1679 | loss: 0.0311255 | val_loss: 0.0311638 | Time: 1558.46 ms [2022-01-11 17:20:08 main:574] : INFO : Epoch 1680 | loss: 0.0311219 | val_loss: 0.0311612 | Time: 1551.58 ms [2022-01-11 17:20:09 main:574] : INFO : Epoch 1681 | loss: 0.0311176 | val_loss: 0.0311655 | Time: 1523.65 ms [2022-01-11 17:20:11 main:574] : INFO : Epoch 1682 | loss: 0.0311185 | val_loss: 0.0311589 | Time: 1539.69 ms [2022-01-11 17:20:12 main:574] : INFO : Epoch 1683 | loss: 0.0311168 | val_loss: 0.0311631 | Time: 1549.3 ms [2022-01-11 17:20:14 main:574] : INFO : Epoch 1684 | loss: 0.0311144 | val_loss: 0.0311609 | Time: 1575.31 ms [2022-01-11 17:20:16 main:574] : INFO : Epoch 1685 | loss: 0.0311127 | val_loss: 0.0311611 | Time: 1573.22 ms [2022-01-11 17:20:17 main:574] : INFO : Epoch 1686 | loss: 0.0311128 | val_loss: 0.0311668 | Time: 1631.07 ms [2022-01-11 17:20:19 main:574] : INFO : Epoch 1687 | loss: 0.0311118 | val_loss: 0.0311654 | Time: 1627.56 ms [2022-01-11 17:20:21 main:574] : INFO : Epoch 1688 | loss: 0.0311123 | val_loss: 0.0311613 | Time: 1650.25 ms [2022-01-11 17:20:22 main:574] : INFO : Epoch 1689 | loss: 0.0311114 | val_loss: 0.0311611 | Time: 1589.91 ms [2022-01-11 17:20:24 main:574] : INFO : Epoch 1690 | loss: 0.0311126 | val_loss: 0.0311603 | Time: 1575.18 ms [2022-01-11 17:20:25 main:574] : INFO : Epoch 1691 | loss: 0.0311194 | val_loss: 0.0311592 | Time: 1585.56 ms [2022-01-11 17:20:27 main:574] : INFO : Epoch 1692 | loss: 0.0311182 | val_loss: 0.0311581 | Time: 1594.75 ms [2022-01-11 17:20:28 main:574] : INFO : Epoch 1693 | loss: 0.0311192 | val_loss: 0.0311635 | Time: 1571.76 ms [2022-01-11 17:20:30 main:574] : INFO : Epoch 1694 | loss: 0.0311166 | val_loss: 0.0311582 | Time: 1573.14 ms [2022-01-11 17:20:32 main:574] : INFO : Epoch 1695 | loss: 0.031115 | val_loss: 0.0311659 | Time: 1596.24 ms [2022-01-11 17:20:33 main:574] : INFO : Epoch 1696 | loss: 0.031112 | val_loss: 0.0311642 | Time: 1569.36 ms [2022-01-11 17:20:35 main:574] : INFO : Epoch 1697 | loss: 0.0311218 | val_loss: 0.0311598 | Time: 1597.89 ms [2022-01-11 17:20:36 main:574] : INFO : Epoch 1698 | loss: 0.031124 | val_loss: 0.0311571 | Time: 1601.41 ms [2022-01-11 17:20:38 main:574] : INFO : Epoch 1699 | loss: 0.0311211 | val_loss: 0.0311565 | Time: 1605.78 ms [2022-01-11 17:20:40 main:574] : INFO : Epoch 1700 | loss: 0.0311178 | val_loss: 0.0311585 | Time: 1575.38 ms [2022-01-11 17:20:41 main:574] : INFO : Epoch 1701 | loss: 0.0311189 | val_loss: 0.0311652 | Time: 1569.52 ms [2022-01-11 17:20:43 main:574] : INFO : Epoch 1702 | loss: 0.0311324 | val_loss: 0.031163 | Time: 1548.02 ms [2022-01-11 17:20:44 main:574] : INFO : Epoch 1703 | loss: 0.0311276 | val_loss: 0.031163 | Time: 1617.18 ms [2022-01-11 17:20:46 main:574] : INFO : Epoch 1704 | loss: 0.0311241 | val_loss: 0.0311606 | Time: 1583.52 ms [2022-01-11 17:20:47 main:574] : INFO : Epoch 1705 | loss: 0.0311239 | val_loss: 0.0311618 | Time: 1586.65 ms [2022-01-11 17:20:49 main:574] : INFO : Epoch 1706 | loss: 0.0311229 | val_loss: 0.0311594 | Time: 1625.96 ms [2022-01-11 17:20:51 main:574] : INFO : Epoch 1707 | loss: 0.0311268 | val_loss: 0.03116 | Time: 1601.7 ms [2022-01-11 17:20:52 main:574] : INFO : Epoch 1708 | loss: 0.0311244 | val_loss: 0.0311609 | Time: 1594.92 ms [2022-01-11 17:20:54 main:574] : INFO : Epoch 1709 | loss: 0.0311237 | val_loss: 0.0311632 | Time: 1568.64 ms [2022-01-11 17:20:55 main:574] : INFO : Epoch 1710 | loss: 0.0311238 | val_loss: 0.0311638 | Time: 1534.18 ms [2022-01-11 17:20:57 main:574] : INFO : Epoch 1711 | loss: 0.0311204 | val_loss: 0.0311664 | Time: 1553.08 ms [2022-01-11 17:20:59 main:574] : INFO : Epoch 1712 | loss: 0.0311219 | val_loss: 0.0311627 | Time: 1642.2 ms [2022-01-11 17:21:00 main:574] : INFO : Epoch 1713 | loss: 0.0311214 | val_loss: 0.0311678 | Time: 1575.93 ms [2022-01-11 17:21:02 main:574] : INFO : Epoch 1714 | loss: 0.0311196 | val_loss: 0.0311574 | Time: 1535.61 ms [2022-01-11 17:21:03 main:574] : INFO : Epoch 1715 | loss: 0.03112 | val_loss: 0.0311672 | Time: 1581.53 ms [2022-01-11 17:21:05 main:574] : INFO : Epoch 1716 | loss: 0.0311207 | val_loss: 0.0311563 | Time: 1603.93 ms [2022-01-11 17:21:06 main:574] : INFO : Epoch 1717 | loss: 0.0311217 | val_loss: 0.031157 | Time: 1557.76 ms [2022-01-11 17:21:08 main:574] : INFO : Epoch 1718 | loss: 0.0311206 | val_loss: 0.0311533 | Time: 1601.78 ms [2022-01-11 17:21:10 main:574] : INFO : Epoch 1719 | loss: 0.0311175 | val_loss: 0.0311569 | Time: 1549.32 ms [2022-01-11 17:21:11 main:574] : INFO : Epoch 1720 | loss: 0.0311181 | val_loss: 0.0311581 | Time: 1566.03 ms [2022-01-11 17:21:13 main:574] : INFO : Epoch 1721 | loss: 0.0311215 | val_loss: 0.0311535 | Time: 1567.36 ms [2022-01-11 17:21:14 main:574] : INFO : Epoch 1722 | loss: 0.0311282 | val_loss: 0.0311564 | Time: 1506.42 ms [2022-01-11 17:21:16 main:574] : INFO : Epoch 1723 | loss: 0.0311255 | val_loss: 0.0311578 | Time: 1534.97 ms [2022-01-11 17:21:17 main:574] : INFO : Epoch 1724 | loss: 0.0311257 | val_loss: 0.0311574 | Time: 1543.06 ms [2022-01-11 17:21:19 main:574] : INFO : Epoch 1725 | loss: 0.0311273 | val_loss: 0.0311576 | Time: 1564.95 ms [2022-01-11 17:21:21 main:574] : INFO : Epoch 1726 | loss: 0.0311288 | val_loss: 0.0311579 | Time: 1561.71 ms [2022-01-11 17:21:22 main:574] : INFO : Epoch 1727 | loss: 0.0311269 | val_loss: 0.0311619 | Time: 1603.97 ms [2022-01-11 17:21:24 main:574] : INFO : Epoch 1728 | loss: 0.031123 | val_loss: 0.0311537 | Time: 1582.79 ms [2022-01-11 17:21:25 main:574] : INFO : Epoch 1729 | loss: 0.031124 | val_loss: 0.0311587 | Time: 1572.06 ms [2022-01-11 17:21:27 main:574] : INFO : Epoch 1730 | loss: 0.0311235 | val_loss: 0.031159 | Time: 1593.7 ms [2022-01-11 17:21:28 main:574] : INFO : Epoch 1731 | loss: 0.0311188 | val_loss: 0.0311555 | Time: 1505.29 ms [2022-01-11 17:21:30 main:574] : INFO : Epoch 1732 | loss: 0.0311176 | val_loss: 0.0311557 | Time: 1547.95 ms [2022-01-11 17:21:31 main:574] : INFO : Epoch 1733 | loss: 0.0311154 | val_loss: 0.0311581 | Time: 1531.6 ms [2022-01-11 17:21:33 main:574] : INFO : Epoch 1734 | loss: 0.0311171 | val_loss: 0.0311587 | Time: 1565.3 ms [2022-01-11 17:21:35 main:574] : INFO : Epoch 1735 | loss: 0.0311198 | val_loss: 0.0311598 | Time: 1558.3 ms [2022-01-11 17:21:36 main:574] : INFO : Epoch 1736 | loss: 0.0311185 | val_loss: 0.0311592 | Time: 1604.31 ms [2022-01-11 17:21:38 main:574] : INFO : Epoch 1737 | loss: 0.0311167 | val_loss: 0.031156 | Time: 1568.91 ms [2022-01-11 17:21:39 main:574] : INFO : Epoch 1738 | loss: 0.0311166 | val_loss: 0.031158 | Time: 1613.81 ms [2022-01-11 17:21:41 main:574] : INFO : Epoch 1739 | loss: 0.0311169 | val_loss: 0.031165 | Time: 1617.02 ms [2022-01-11 17:21:43 main:574] : INFO : Epoch 1740 | loss: 0.0311163 | val_loss: 0.0311589 | Time: 1642.13 ms [2022-01-11 17:21:44 main:574] : INFO : Epoch 1741 | loss: 0.0311148 | val_loss: 0.0311589 | Time: 1577.65 ms [2022-01-11 17:21:46 main:574] : INFO : Epoch 1742 | loss: 0.0311163 | val_loss: 0.0311559 | Time: 1572.4 ms [2022-01-11 17:21:47 main:574] : INFO : Epoch 1743 | loss: 0.0311154 | val_loss: 0.0311555 | Time: 1546.74 ms [2022-01-11 17:21:49 main:574] : INFO : Epoch 1744 | loss: 0.0311144 | val_loss: 0.0311546 | Time: 1546.47 ms [2022-01-11 17:21:50 main:574] : INFO : Epoch 1745 | loss: 0.0311132 | val_loss: 0.0311618 | Time: 1578.75 ms [2022-01-11 17:21:52 main:574] : INFO : Epoch 1746 | loss: 0.0311237 | val_loss: 0.0311591 | Time: 1617.7 ms [2022-01-11 17:21:54 main:574] : INFO : Epoch 1747 | loss: 0.0311229 | val_loss: 0.0311639 | Time: 1606.05 ms [2022-01-11 17:21:55 main:574] : INFO : Epoch 1748 | loss: 0.0311235 | val_loss: 0.0311535 | Time: 1614.86 ms [2022-01-11 17:21:57 main:574] : INFO : Epoch 1749 | loss: 0.031121 | val_loss: 0.0311586 | Time: 1590.88 ms [2022-01-11 17:21:58 main:574] : INFO : Epoch 1750 | loss: 0.0311218 | val_loss: 0.0311549 | Time: 1562.03 ms [2022-01-11 17:22:00 main:574] : INFO : Epoch 1751 | loss: 0.0311198 | val_loss: 0.0311617 | Time: 1526.84 ms [2022-01-11 17:22:02 main:574] : INFO : Epoch 1752 | loss: 0.031119 | val_loss: 0.0311576 | Time: 1570.31 ms [2022-01-11 17:22:03 main:574] : INFO : Epoch 1753 | loss: 0.0311176 | val_loss: 0.0311579 | Time: 1585.73 ms [2022-01-11 17:22:05 main:574] : INFO : Epoch 1754 | loss: 0.031118 | val_loss: 0.0311584 | Time: 1516.34 ms [2022-01-11 17:22:06 main:574] : INFO : Epoch 1755 | loss: 0.0311224 | val_loss: 0.0311612 | Time: 1524.54 ms [2022-01-11 17:22:08 main:574] : INFO : Epoch 1756 | loss: 0.0311201 | val_loss: 0.0311596 | Time: 1570.18 ms [2022-01-11 17:22:09 main:574] : INFO : Epoch 1757 | loss: 0.0311202 | val_loss: 0.0311584 | Time: 1617.14 ms [2022-01-11 17:22:11 main:574] : INFO : Epoch 1758 | loss: 0.0311187 | val_loss: 0.0311642 | Time: 1547.63 ms [2022-01-11 17:22:13 main:574] : INFO : Epoch 1759 | loss: 0.0311204 | val_loss: 0.031161 | Time: 1568.35 ms [2022-01-11 17:22:14 main:574] : INFO : Epoch 1760 | loss: 0.0311157 | val_loss: 0.0311651 | Time: 1562.45 ms [2022-01-11 17:22:16 main:574] : INFO : Epoch 1761 | loss: 0.0311177 | val_loss: 0.0311635 | Time: 1566.13 ms [2022-01-11 17:22:17 main:574] : INFO : Epoch 1762 | loss: 0.0311166 | val_loss: 0.0311646 | Time: 1537.19 ms [2022-01-11 17:22:19 main:574] : INFO : Epoch 1763 | loss: 0.0311171 | val_loss: 0.0311623 | Time: 1531.84 ms [2022-01-11 17:22:20 main:574] : INFO : Epoch 1764 | loss: 0.031118 | val_loss: 0.0311635 | Time: 1576.47 ms [2022-01-11 17:22:22 main:574] : INFO : Epoch 1765 | loss: 0.0311179 | val_loss: 0.0311664 | Time: 1567.34 ms [2022-01-11 17:22:23 main:574] : INFO : Epoch 1766 | loss: 0.0311189 | val_loss: 0.0311581 | Time: 1574.96 ms [2022-01-11 17:22:25 main:574] : INFO : Epoch 1767 | loss: 0.0311162 | val_loss: 0.0311608 | Time: 1560.05 ms [2022-01-11 17:22:27 main:574] : INFO : Epoch 1768 | loss: 0.031117 | val_loss: 0.0311683 | Time: 1585.62 ms [2022-01-11 17:22:28 main:574] : INFO : Epoch 1769 | loss: 0.0311173 | val_loss: 0.0311636 | Time: 1601.53 ms [2022-01-11 17:22:30 main:574] : INFO : Epoch 1770 | loss: 0.0311196 | val_loss: 0.0311619 | Time: 1602.01 ms [2022-01-11 17:22:31 main:574] : INFO : Epoch 1771 | loss: 0.0311222 | val_loss: 0.0311611 | Time: 1580.53 ms [2022-01-11 17:22:33 main:574] : INFO : Epoch 1772 | loss: 0.0311187 | val_loss: 0.0311579 | Time: 1575.59 ms [2022-01-11 17:22:35 main:574] : INFO : Epoch 1773 | loss: 0.0311171 | val_loss: 0.0311586 | Time: 1588.42 ms [2022-01-11 17:22:36 main:574] : INFO : Epoch 1774 | loss: 0.0311174 | val_loss: 0.0311607 | Time: 1541.19 ms [2022-01-11 17:22:38 main:574] : INFO : Epoch 1775 | loss: 0.0311165 | val_loss: 0.0311658 | Time: 1575.5 ms [2022-01-11 17:22:39 main:574] : INFO : Epoch 1776 | loss: 0.0311163 | val_loss: 0.0311663 | Time: 1567.3 ms [2022-01-11 17:22:41 main:574] : INFO : Epoch 1777 | loss: 0.0311204 | val_loss: 0.0311649 | Time: 1568.31 ms [2022-01-11 17:22:42 main:574] : INFO : Epoch 1778 | loss: 0.0311244 | val_loss: 0.0311613 | Time: 1526.26 ms [2022-01-11 17:22:44 main:574] : INFO : Epoch 1779 | loss: 0.0311237 | val_loss: 0.0311548 | Time: 1542.23 ms [2022-01-11 17:22:46 main:574] : INFO : Epoch 1780 | loss: 0.0311238 | val_loss: 0.0311588 | Time: 1572.93 ms [2022-01-11 17:22:47 main:574] : INFO : Epoch 1781 | loss: 0.0311259 | val_loss: 0.0311651 | Time: 1575.8 ms [2022-01-11 17:22:49 main:574] : INFO : Epoch 1782 | loss: 0.0311276 | val_loss: 0.0311637 | Time: 1591.17 ms [2022-01-11 17:22:50 main:574] : INFO : Epoch 1783 | loss: 0.0311279 | val_loss: 0.0311538 | Time: 1630.03 ms [2022-01-11 17:22:52 main:574] : INFO : Epoch 1784 | loss: 0.0311255 | val_loss: 0.0311553 | Time: 1564.77 ms [2022-01-11 17:22:53 main:574] : INFO : Epoch 1785 | loss: 0.0311214 | val_loss: 0.0311595 | Time: 1559.45 ms [2022-01-11 17:22:55 main:574] : INFO : Epoch 1786 | loss: 0.0311238 | val_loss: 0.0311591 | Time: 1595.78 ms [2022-01-11 17:22:57 main:574] : INFO : Epoch 1787 | loss: 0.0311229 | val_loss: 0.0311543 | Time: 1612 ms [2022-01-11 17:22:58 main:574] : INFO : Epoch 1788 | loss: 0.0311199 | val_loss: 0.0311625 | Time: 1570.69 ms [2022-01-11 17:23:00 main:574] : INFO : Epoch 1789 | loss: 0.0311209 | val_loss: 0.0311563 | Time: 1598.11 ms [2022-01-11 17:23:01 main:574] : INFO : Epoch 1790 | loss: 0.0311196 | val_loss: 0.0311597 | Time: 1549.76 ms [2022-01-11 17:23:03 main:574] : INFO : Epoch 1791 | loss: 0.0311181 | val_loss: 0.031163 | Time: 1603.06 ms [2022-01-11 17:23:05 main:574] : INFO : Epoch 1792 | loss: 0.0311193 | val_loss: 0.0311626 | Time: 1626.61 ms [2022-01-11 17:23:06 main:574] : INFO : Epoch 1793 | loss: 0.0311203 | val_loss: 0.0311602 | Time: 1587.34 ms [2022-01-11 17:23:08 main:574] : INFO : Epoch 1794 | loss: 0.0311197 | val_loss: 0.0311667 | Time: 1552.98 ms [2022-01-11 17:23:09 main:574] : INFO : Epoch 1795 | loss: 0.0311235 | val_loss: 0.0311636 | Time: 1544.76 ms [2022-01-11 17:23:11 main:574] : INFO : Epoch 1796 | loss: 0.0311273 | val_loss: 0.0311597 | Time: 1546.73 ms [2022-01-11 17:23:12 main:574] : INFO : Epoch 1797 | loss: 0.0311345 | val_loss: 0.0312252 | Time: 1556.92 ms [2022-01-11 17:23:14 main:574] : INFO : Epoch 1798 | loss: 0.0311383 | val_loss: 0.0311764 | Time: 1585.45 ms [2022-01-11 17:23:16 main:574] : INFO : Epoch 1799 | loss: 0.0311196 | val_loss: 0.0311598 | Time: 1564.59 ms [2022-01-11 17:23:17 main:574] : INFO : Epoch 1800 | loss: 0.0311154 | val_loss: 0.0311647 | Time: 1548.87 ms [2022-01-11 17:23:19 main:574] : INFO : Epoch 1801 | loss: 0.0311172 | val_loss: 0.03116 | Time: 1557.6 ms [2022-01-11 17:23:20 main:574] : INFO : Epoch 1802 | loss: 0.0311163 | val_loss: 0.0311592 | Time: 1535.57 ms [2022-01-11 17:23:22 main:574] : INFO : Epoch 1803 | loss: 0.0311181 | val_loss: 0.0311654 | Time: 1588.63 ms [2022-01-11 17:23:23 main:574] : INFO : Epoch 1804 | loss: 0.0311327 | val_loss: 0.0311688 | Time: 1590.4 ms [2022-01-11 17:23:25 main:574] : INFO : Epoch 1805 | loss: 0.0311299 | val_loss: 0.0311607 | Time: 1585.09 ms [2022-01-11 17:23:27 main:574] : INFO : Epoch 1806 | loss: 0.0311219 | val_loss: 0.03116 | Time: 1595.26 ms [2022-01-11 17:23:28 main:574] : INFO : Epoch 1807 | loss: 0.0311212 | val_loss: 0.0311632 | Time: 1582.44 ms [2022-01-11 17:23:30 main:574] : INFO : Epoch 1808 | loss: 0.0311205 | val_loss: 0.0311625 | Time: 1569.13 ms [2022-01-11 17:23:31 main:574] : INFO : Epoch 1809 | loss: 0.0311191 | val_loss: 0.0311608 | Time: 1604.12 ms [2022-01-11 17:23:33 main:574] : INFO : Epoch 1810 | loss: 0.0311187 | val_loss: 0.0311565 | Time: 1575.12 ms [2022-01-11 17:23:35 main:574] : INFO : Epoch 1811 | loss: 0.0311166 | val_loss: 0.0311557 | Time: 1570.61 ms [2022-01-11 17:23:36 main:574] : INFO : Epoch 1812 | loss: 0.0311188 | val_loss: 0.0311576 | Time: 1568.32 ms [2022-01-11 17:23:38 main:574] : INFO : Epoch 1813 | loss: 0.0311158 | val_loss: 0.0311549 | Time: 1552.55 ms [2022-01-11 17:23:39 main:574] : INFO : Epoch 1814 | loss: 0.0311191 | val_loss: 0.0311571 | Time: 1553.31 ms [2022-01-11 17:23:41 main:574] : INFO : Epoch 1815 | loss: 0.0311192 | val_loss: 0.0311532 | Time: 1561.49 ms [2022-01-11 17:23:42 main:574] : INFO : Epoch 1816 | loss: 0.0311185 | val_loss: 0.0311558 | Time: 1581.21 ms [2022-01-11 17:23:44 main:574] : INFO : Epoch 1817 | loss: 0.031119 | val_loss: 0.0311535 | Time: 1559.96 ms [2022-01-11 17:23:45 main:574] : INFO : Epoch 1818 | loss: 0.0311155 | val_loss: 0.031153 | Time: 1588.6 ms [2022-01-11 17:23:47 main:574] : INFO : Epoch 1819 | loss: 0.0311157 | val_loss: 0.0311486 | Time: 1628.54 ms [2022-01-11 17:23:49 main:574] : INFO : Epoch 1820 | loss: 0.0311167 | val_loss: 0.0311534 | Time: 1635.9 ms [2022-01-11 17:23:50 main:574] : INFO : Epoch 1821 | loss: 0.0311158 | val_loss: 0.0311519 | Time: 1584.13 ms [2022-01-11 17:23:52 main:574] : INFO : Epoch 1822 | loss: 0.0311153 | val_loss: 0.0311538 | Time: 1629.65 ms [2022-01-11 17:23:54 main:574] : INFO : Epoch 1823 | loss: 0.0311211 | val_loss: 0.0311516 | Time: 1569.6 ms [2022-01-11 17:23:55 main:574] : INFO : Epoch 1824 | loss: 0.031122 | val_loss: 0.0311543 | Time: 1596.87 ms [2022-01-11 17:23:57 main:574] : INFO : Epoch 1825 | loss: 0.0311183 | val_loss: 0.0311506 | Time: 1621.91 ms [2022-01-11 17:23:58 main:574] : INFO : Epoch 1826 | loss: 0.0311157 | val_loss: 0.0311583 | Time: 1594.43 ms [2022-01-11 17:24:00 main:574] : INFO : Epoch 1827 | loss: 0.0311169 | val_loss: 0.0311528 | Time: 1598.26 ms [2022-01-11 17:24:02 main:574] : INFO : Epoch 1828 | loss: 0.0311178 | val_loss: 0.0311618 | Time: 1545.34 ms [2022-01-11 17:24:03 main:574] : INFO : Epoch 1829 | loss: 0.0311156 | val_loss: 0.0311509 | Time: 1607.47 ms [2022-01-11 17:24:05 main:574] : INFO : Epoch 1830 | loss: 0.0311198 | val_loss: 0.0311592 | Time: 1584.83 ms [2022-01-11 17:24:06 main:574] : INFO : Epoch 1831 | loss: 0.0311204 | val_loss: 0.0311599 | Time: 1567.53 ms [2022-01-11 17:24:08 main:574] : INFO : Epoch 1832 | loss: 0.0311173 | val_loss: 0.0311548 | Time: 1574.66 ms [2022-01-11 17:24:09 main:574] : INFO : Epoch 1833 | loss: 0.0311145 | val_loss: 0.0311533 | Time: 1575.47 ms [2022-01-11 17:24:11 main:574] : INFO : Epoch 1834 | loss: 0.0311137 | val_loss: 0.0311538 | Time: 1582.04 ms [2022-01-11 17:24:13 main:574] : INFO : Epoch 1835 | loss: 0.0311138 | val_loss: 0.0311613 | Time: 1574.73 ms [2022-01-11 17:24:14 main:574] : INFO : Epoch 1836 | loss: 0.0311154 | val_loss: 0.0311531 | Time: 1585.43 ms [2022-01-11 17:24:16 main:574] : INFO : Epoch 1837 | loss: 0.0311149 | val_loss: 0.0311544 | Time: 1626.73 ms [2022-01-11 17:24:17 main:574] : INFO : Epoch 1838 | loss: 0.0311137 | val_loss: 0.0311634 | Time: 1603.16 ms [2022-01-11 17:24:19 main:574] : INFO : Epoch 1839 | loss: 0.0311173 | val_loss: 0.0311572 | Time: 1586.62 ms [2022-01-11 17:24:21 main:574] : INFO : Epoch 1840 | loss: 0.0311154 | val_loss: 0.0311587 | Time: 1575.04 ms [2022-01-11 17:24:22 main:574] : INFO : Epoch 1841 | loss: 0.0311149 | val_loss: 0.031159 | Time: 1583.99 ms [2022-01-11 17:24:24 main:574] : INFO : Epoch 1842 | loss: 0.0311148 | val_loss: 0.031156 | Time: 1591.85 ms [2022-01-11 17:24:25 main:574] : INFO : Epoch 1843 | loss: 0.0311131 | val_loss: 0.0311551 | Time: 1582.32 ms [2022-01-11 17:24:27 main:574] : INFO : Epoch 1844 | loss: 0.0311141 | val_loss: 0.0311548 | Time: 1612.31 ms [2022-01-11 17:24:29 main:574] : INFO : Epoch 1845 | loss: 0.0311184 | val_loss: 0.0311556 | Time: 1582.97 ms [2022-01-11 17:24:30 main:574] : INFO : Epoch 1846 | loss: 0.0311241 | val_loss: 0.0311524 | Time: 1619.04 ms [2022-01-11 17:24:32 main:574] : INFO : Epoch 1847 | loss: 0.0311224 | val_loss: 0.0311536 | Time: 1610.15 ms [2022-01-11 17:24:33 main:574] : INFO : Epoch 1848 | loss: 0.0311178 | val_loss: 0.0311533 | Time: 1595.08 ms [2022-01-11 17:24:35 main:574] : INFO : Epoch 1849 | loss: 0.0311162 | val_loss: 0.0311554 | Time: 1592.55 ms [2022-01-11 17:24:37 main:574] : INFO : Epoch 1850 | loss: 0.0311175 | val_loss: 0.031161 | Time: 1568.89 ms [2022-01-11 17:24:38 main:574] : INFO : Epoch 1851 | loss: 0.0311299 | val_loss: 0.0311622 | Time: 1615.61 ms [2022-01-11 17:24:40 main:574] : INFO : Epoch 1852 | loss: 0.0311276 | val_loss: 0.0311582 | Time: 1566.72 ms [2022-01-11 17:24:41 main:574] : INFO : Epoch 1853 | loss: 0.0311217 | val_loss: 0.0311604 | Time: 1564.06 ms [2022-01-11 17:24:43 main:574] : INFO : Epoch 1854 | loss: 0.0311231 | val_loss: 0.031159 | Time: 1575.05 ms [2022-01-11 17:24:44 main:574] : INFO : Epoch 1855 | loss: 0.031125 | val_loss: 0.0311683 | Time: 1592.1 ms [2022-01-11 17:24:46 main:574] : INFO : Epoch 1856 | loss: 0.0311233 | val_loss: 0.0311606 | Time: 1601.08 ms [2022-01-11 17:24:48 main:574] : INFO : Epoch 1857 | loss: 0.0311194 | val_loss: 0.0311607 | Time: 1551.51 ms [2022-01-11 17:24:49 main:574] : INFO : Epoch 1858 | loss: 0.0311228 | val_loss: 0.0311625 | Time: 1595.03 ms [2022-01-11 17:24:51 main:574] : INFO : Epoch 1859 | loss: 0.0311305 | val_loss: 0.0311584 | Time: 1566.28 ms [2022-01-11 17:24:52 main:574] : INFO : Epoch 1860 | loss: 0.0311283 | val_loss: 0.0311582 | Time: 1586.93 ms [2022-01-11 17:24:54 main:574] : INFO : Epoch 1861 | loss: 0.0311272 | val_loss: 0.0311621 | Time: 1594.26 ms [2022-01-11 17:24:56 main:574] : INFO : Epoch 1862 | loss: 0.0311315 | val_loss: 0.0311613 | Time: 1623.65 ms [2022-01-11 17:24:57 main:574] : INFO : Epoch 1863 | loss: 0.0311354 | val_loss: 0.031167 | Time: 1622.93 ms [2022-01-11 17:24:59 main:574] : INFO : Epoch 1864 | loss: 0.0311328 | val_loss: 0.0311624 | Time: 1616.62 ms [2022-01-11 17:25:00 main:574] : INFO : Epoch 1865 | loss: 0.0311259 | val_loss: 0.0311543 | Time: 1583.11 ms [2022-01-11 17:25:02 main:574] : INFO : Epoch 1866 | loss: 0.0311221 | val_loss: 0.0311565 | Time: 1563.02 ms [2022-01-11 17:25:04 main:574] : INFO : Epoch 1867 | loss: 0.0311218 | val_loss: 0.0311593 | Time: 1581.36 ms [2022-01-11 17:25:05 main:574] : INFO : Epoch 1868 | loss: 0.0311224 | val_loss: 0.0311557 | Time: 1520.15 ms [2022-01-11 17:25:07 main:574] : INFO : Epoch 1869 | loss: 0.0311238 | val_loss: 0.0311575 | Time: 1584.55 ms [2022-01-11 17:25:08 main:574] : INFO : Epoch 1870 | loss: 0.0311251 | val_loss: 0.0311599 | Time: 1608.03 ms [2022-01-11 17:25:10 main:574] : INFO : Epoch 1871 | loss: 0.0311257 | val_loss: 0.0311541 | Time: 1563.62 ms [2022-01-11 17:25:11 main:574] : INFO : Epoch 1872 | loss: 0.0311344 | val_loss: 0.0311579 | Time: 1580.65 ms [2022-01-11 17:25:13 main:574] : INFO : Epoch 1873 | loss: 0.0311424 | val_loss: 0.0311558 | Time: 1547.56 ms [2022-01-11 17:25:15 main:574] : INFO : Epoch 1874 | loss: 0.0311413 | val_loss: 0.0311546 | Time: 1593.96 ms [2022-01-11 17:25:16 main:574] : INFO : Epoch 1875 | loss: 0.0311384 | val_loss: 0.0311586 | Time: 1566.5 ms [2022-01-11 17:25:18 main:574] : INFO : Epoch 1876 | loss: 0.0311385 | val_loss: 0.031158 | Time: 1617.87 ms [2022-01-11 17:25:19 main:574] : INFO : Epoch 1877 | loss: 0.0311341 | val_loss: 0.0311556 | Time: 1538.29 ms [2022-01-11 17:25:21 main:574] : INFO : Epoch 1878 | loss: 0.0311299 | val_loss: 0.0311562 | Time: 1555.36 ms [2022-01-11 17:25:22 main:574] : INFO : Epoch 1879 | loss: 0.0311337 | val_loss: 0.0311637 | Time: 1575.87 ms [2022-01-11 17:25:24 main:574] : INFO : Epoch 1880 | loss: 0.0311322 | val_loss: 0.0311549 | Time: 1599.93 ms [2022-01-11 17:25:26 main:574] : INFO : Epoch 1881 | loss: 0.0311294 | val_loss: 0.0311519 | Time: 1548.54 ms [2022-01-11 17:25:27 main:574] : INFO : Epoch 1882 | loss: 0.0311287 | val_loss: 0.031155 | Time: 1594.95 ms [2022-01-11 17:25:29 main:574] : INFO : Epoch 1883 | loss: 0.0311255 | val_loss: 0.0311547 | Time: 1570.86 ms [2022-01-11 17:25:30 main:574] : INFO : Epoch 1884 | loss: 0.0311272 | val_loss: 0.0311588 | Time: 1588.81 ms [2022-01-11 17:25:32 main:574] : INFO : Epoch 1885 | loss: 0.0311251 | val_loss: 0.0311556 | Time: 1596.28 ms [2022-01-11 17:25:34 main:574] : INFO : Epoch 1886 | loss: 0.0311279 | val_loss: 0.0311591 | Time: 1587.31 ms [2022-01-11 17:25:35 main:574] : INFO : Epoch 1887 | loss: 0.0311316 | val_loss: 0.0311567 | Time: 1615.31 ms [2022-01-11 17:25:37 main:574] : INFO : Epoch 1888 | loss: 0.0311311 | val_loss: 0.0311592 | Time: 1599.71 ms [2022-01-11 17:25:38 main:574] : INFO : Epoch 1889 | loss: 0.0311284 | val_loss: 0.0311587 | Time: 1539.46 ms [2022-01-11 17:25:40 main:574] : INFO : Epoch 1890 | loss: 0.031125 | val_loss: 0.031156 | Time: 1604.05 ms [2022-01-11 17:25:42 main:574] : INFO : Epoch 1891 | loss: 0.0311428 | val_loss: 0.0311553 | Time: 1596.52 ms [2022-01-11 17:25:43 main:574] : INFO : Epoch 1892 | loss: 0.0311387 | val_loss: 0.0311515 | Time: 1618.95 ms [2022-01-11 17:25:45 main:574] : INFO : Epoch 1893 | loss: 0.0311339 | val_loss: 0.0311526 | Time: 1579.36 ms [2022-01-11 17:25:46 main:574] : INFO : Epoch 1894 | loss: 0.0311295 | val_loss: 0.0311546 | Time: 1591.56 ms [2022-01-11 17:25:48 main:574] : INFO : Epoch 1895 | loss: 0.0311266 | val_loss: 0.0311539 | Time: 1626.03 ms [2022-01-11 17:25:50 main:574] : INFO : Epoch 1896 | loss: 0.0311242 | val_loss: 0.0311554 | Time: 1586.61 ms [2022-01-11 17:25:51 main:574] : INFO : Epoch 1897 | loss: 0.0311235 | val_loss: 0.0311537 | Time: 1585.19 ms [2022-01-11 17:25:53 main:574] : INFO : Epoch 1898 | loss: 0.0311232 | val_loss: 0.0311557 | Time: 1566.41 ms [2022-01-11 17:25:54 main:574] : INFO : Epoch 1899 | loss: 0.0311236 | val_loss: 0.0311578 | Time: 1605.66 ms [2022-01-11 17:25:56 main:574] : INFO : Epoch 1900 | loss: 0.0311238 | val_loss: 0.0311571 | Time: 1532.73 ms [2022-01-11 17:25:57 main:574] : INFO : Epoch 1901 | loss: 0.0311209 | val_loss: 0.0311619 | Time: 1577.5 ms [2022-01-11 17:25:59 main:574] : INFO : Epoch 1902 | loss: 0.031122 | val_loss: 0.031169 | Time: 1597.49 ms [2022-01-11 17:26:01 main:574] : INFO : Epoch 1903 | loss: 0.0311268 | val_loss: 0.0311604 | Time: 1597.3 ms [2022-01-11 17:26:02 main:574] : INFO : Epoch 1904 | loss: 0.0311218 | val_loss: 0.0311594 | Time: 1595.35 ms [2022-01-11 17:26:04 main:574] : INFO : Epoch 1905 | loss: 0.031118 | val_loss: 0.0311574 | Time: 1634.65 ms [2022-01-11 17:26:05 main:574] : INFO : Epoch 1906 | loss: 0.0311184 | val_loss: 0.0311619 | Time: 1598.53 ms [2022-01-11 17:26:07 main:574] : INFO : Epoch 1907 | loss: 0.0311179 | val_loss: 0.0311605 | Time: 1572.84 ms [2022-01-11 17:26:09 main:574] : INFO : Epoch 1908 | loss: 0.0311162 | val_loss: 0.031158 | Time: 1496.16 ms [2022-01-11 17:26:10 main:574] : INFO : Epoch 1909 | loss: 0.0311151 | val_loss: 0.03116 | Time: 1567.46 ms [2022-01-11 17:26:12 main:574] : INFO : Epoch 1910 | loss: 0.031117 | val_loss: 0.0311583 | Time: 1548.12 ms [2022-01-11 17:26:13 main:574] : INFO : Epoch 1911 | loss: 0.0311173 | val_loss: 0.0311624 | Time: 1581.69 ms [2022-01-11 17:26:15 main:574] : INFO : Epoch 1912 | loss: 0.0311168 | val_loss: 0.031165 | Time: 1593.49 ms [2022-01-11 17:26:16 main:574] : INFO : Epoch 1913 | loss: 0.0311179 | val_loss: 0.0311619 | Time: 1626.91 ms [2022-01-11 17:26:18 main:574] : INFO : Epoch 1914 | loss: 0.0311194 | val_loss: 0.0311672 | Time: 1554.99 ms [2022-01-11 17:26:20 main:574] : INFO : Epoch 1915 | loss: 0.0311299 | val_loss: 0.0311582 | Time: 1606.95 ms [2022-01-11 17:26:21 main:574] : INFO : Epoch 1916 | loss: 0.031128 | val_loss: 0.0311617 | Time: 1551.78 ms [2022-01-11 17:26:23 main:574] : INFO : Epoch 1917 | loss: 0.0311266 | val_loss: 0.0311621 | Time: 1591.84 ms [2022-01-11 17:26:24 main:574] : INFO : Epoch 1918 | loss: 0.0311239 | val_loss: 0.0311595 | Time: 1548.12 ms [2022-01-11 17:26:26 main:574] : INFO : Epoch 1919 | loss: 0.0311221 | val_loss: 0.0311584 | Time: 1541.48 ms [2022-01-11 17:26:27 main:574] : INFO : Epoch 1920 | loss: 0.0311221 | val_loss: 0.0311623 | Time: 1570.99 ms [2022-01-11 17:26:29 main:574] : INFO : Epoch 1921 | loss: 0.0311197 | val_loss: 0.031159 | Time: 1560.04 ms [2022-01-11 17:26:31 main:574] : INFO : Epoch 1922 | loss: 0.0311203 | val_loss: 0.0311664 | Time: 1573.38 ms [2022-01-11 17:26:32 main:574] : INFO : Epoch 1923 | loss: 0.0311183 | val_loss: 0.0311639 | Time: 1573.06 ms [2022-01-11 17:26:34 main:574] : INFO : Epoch 1924 | loss: 0.0311176 | val_loss: 0.0311566 | Time: 1563.02 ms [2022-01-11 17:26:35 main:574] : INFO : Epoch 1925 | loss: 0.0311181 | val_loss: 0.0311652 | Time: 1588.8 ms [2022-01-11 17:26:37 main:574] : INFO : Epoch 1926 | loss: 0.0311233 | val_loss: 0.0311643 | Time: 1565.23 ms [2022-01-11 17:26:38 main:574] : INFO : Epoch 1927 | loss: 0.0311317 | val_loss: 0.0311605 | Time: 1523.01 ms [2022-01-11 17:26:40 main:574] : INFO : Epoch 1928 | loss: 0.0311305 | val_loss: 0.0311599 | Time: 1543.58 ms [2022-01-11 17:26:42 main:574] : INFO : Epoch 1929 | loss: 0.0311272 | val_loss: 0.0311632 | Time: 1562.21 ms [2022-01-11 17:26:43 main:574] : INFO : Epoch 1930 | loss: 0.0311241 | val_loss: 0.0311606 | Time: 1587.62 ms [2022-01-11 17:26:45 main:574] : INFO : Epoch 1931 | loss: 0.0311225 | val_loss: 0.0311591 | Time: 1577.17 ms [2022-01-11 17:26:46 main:574] : INFO : Epoch 1932 | loss: 0.0311217 | val_loss: 0.0311648 | Time: 1556.42 ms [2022-01-11 17:26:48 main:574] : INFO : Epoch 1933 | loss: 0.0311202 | val_loss: 0.0311601 | Time: 1492 ms [2022-01-11 17:26:49 main:574] : INFO : Epoch 1934 | loss: 0.0311206 | val_loss: 0.0311599 | Time: 1595.05 ms [2022-01-11 17:26:51 main:574] : INFO : Epoch 1935 | loss: 0.0311195 | val_loss: 0.0311647 | Time: 1602.82 ms [2022-01-11 17:26:53 main:574] : INFO : Epoch 1936 | loss: 0.0311175 | val_loss: 0.0311663 | Time: 1590.54 ms [2022-01-11 17:26:54 main:574] : INFO : Epoch 1937 | loss: 0.031116 | val_loss: 0.0311629 | Time: 1623.14 ms [2022-01-11 17:26:56 main:574] : INFO : Epoch 1938 | loss: 0.0311184 | val_loss: 0.0311546 | Time: 1586.13 ms [2022-01-11 17:26:57 main:574] : INFO : Epoch 1939 | loss: 0.0311207 | val_loss: 0.0311579 | Time: 1602.16 ms [2022-01-11 17:26:59 main:574] : INFO : Epoch 1940 | loss: 0.03112 | val_loss: 0.0311623 | Time: 1629.33 ms [2022-01-11 17:27:01 main:574] : INFO : Epoch 1941 | loss: 0.0311225 | val_loss: 0.0311609 | Time: 1592.24 ms [2022-01-11 17:27:02 main:574] : INFO : Epoch 1942 | loss: 0.0311229 | val_loss: 0.0311631 | Time: 1602.66 ms [2022-01-11 17:27:04 main:574] : INFO : Epoch 1943 | loss: 0.0311248 | val_loss: 0.0311644 | Time: 1597.68 ms [2022-01-11 17:27:05 main:574] : INFO : Epoch 1944 | loss: 0.0311218 | val_loss: 0.0311639 | Time: 1597.16 ms [2022-01-11 17:27:07 main:574] : INFO : Epoch 1945 | loss: 0.0311203 | val_loss: 0.0311604 | Time: 1570.15 ms [2022-01-11 17:27:09 main:574] : INFO : Epoch 1946 | loss: 0.0311208 | val_loss: 0.0311652 | Time: 1596.1 ms [2022-01-11 17:27:10 main:574] : INFO : Epoch 1947 | loss: 0.0311231 | val_loss: 0.0311609 | Time: 1546.91 ms [2022-01-11 17:27:12 main:574] : INFO : Epoch 1948 | loss: 0.0311235 | val_loss: 0.0311628 | Time: 1638.04 ms [2022-01-11 17:27:13 main:574] : INFO : Epoch 1949 | loss: 0.0311249 | val_loss: 0.0311712 | Time: 1617.21 ms [2022-01-11 17:27:15 main:574] : INFO : Epoch 1950 | loss: 0.0311292 | val_loss: 0.0311619 | Time: 1532.18 ms [2022-01-11 17:27:16 main:574] : INFO : Epoch 1951 | loss: 0.0311256 | val_loss: 0.0311664 | Time: 1522.95 ms [2022-01-11 17:27:18 main:574] : INFO : Epoch 1952 | loss: 0.031121 | val_loss: 0.0311633 | Time: 1583.28 ms [2022-01-11 17:27:20 main:574] : INFO : Epoch 1953 | loss: 0.0311179 | val_loss: 0.0311688 | Time: 1521.74 ms [2022-01-11 17:27:21 main:574] : INFO : Epoch 1954 | loss: 0.0311172 | val_loss: 0.0311729 | Time: 1605.2 ms [2022-01-11 17:27:23 main:574] : INFO : Epoch 1955 | loss: 0.0311173 | val_loss: 0.0311642 | Time: 1588.01 ms [2022-01-11 17:27:24 main:574] : INFO : Epoch 1956 | loss: 0.0311172 | val_loss: 0.0311647 | Time: 1537.65 ms [2022-01-11 17:27:26 main:574] : INFO : Epoch 1957 | loss: 0.031118 | val_loss: 0.0311664 | Time: 1608.98 ms [2022-01-11 17:27:28 main:574] : INFO : Epoch 1958 | loss: 0.0311188 | val_loss: 0.0311642 | Time: 1611.79 ms [2022-01-11 17:27:29 main:574] : INFO : Epoch 1959 | loss: 0.0311179 | val_loss: 0.0311664 | Time: 1564.98 ms [2022-01-11 17:27:31 main:574] : INFO : Epoch 1960 | loss: 0.0311163 | val_loss: 0.0311606 | Time: 1533.05 ms [2022-01-11 17:27:32 main:574] : INFO : Epoch 1961 | loss: 0.0311189 | val_loss: 0.031165 | Time: 1512.8 ms [2022-01-11 17:27:34 main:574] : INFO : Epoch 1962 | loss: 0.0311245 | val_loss: 0.0311675 | Time: 1578.72 ms [2022-01-11 17:27:35 main:574] : INFO : Epoch 1963 | loss: 0.0311247 | val_loss: 0.0311629 | Time: 1570.74 ms [2022-01-11 17:27:37 main:574] : INFO : Epoch 1964 | loss: 0.0311209 | val_loss: 0.0311579 | Time: 1531.02 ms [2022-01-11 17:27:38 main:574] : INFO : Epoch 1965 | loss: 0.0311188 | val_loss: 0.0311651 | Time: 1601.36 ms [2022-01-11 17:27:40 main:574] : INFO : Epoch 1966 | loss: 0.0311169 | val_loss: 0.0311642 | Time: 1598.63 ms [2022-01-11 17:27:42 main:574] : INFO : Epoch 1967 | loss: 0.0311177 | val_loss: 0.0311623 | Time: 1592.31 ms [2022-01-11 17:27:43 main:574] : INFO : Epoch 1968 | loss: 0.0311168 | val_loss: 0.0311593 | Time: 1612.17 ms [2022-01-11 17:27:45 main:574] : INFO : Epoch 1969 | loss: 0.0311451 | val_loss: 0.031173 | Time: 1554.01 ms [2022-01-11 17:27:46 main:574] : INFO : Epoch 1970 | loss: 0.0311587 | val_loss: 0.0311692 | Time: 1564.84 ms [2022-01-11 17:27:48 main:574] : INFO : Epoch 1971 | loss: 0.0311545 | val_loss: 0.0311582 | Time: 1567.67 ms [2022-01-11 17:27:50 main:574] : INFO : Epoch 1972 | loss: 0.0311464 | val_loss: 0.0311538 | Time: 1575.62 ms [2022-01-11 17:27:51 main:574] : INFO : Epoch 1973 | loss: 0.0311362 | val_loss: 0.0311546 | Time: 1589.29 ms [2022-01-11 17:27:53 main:574] : INFO : Epoch 1974 | loss: 0.0311361 | val_loss: 0.0311568 | Time: 1609.66 ms [2022-01-11 17:27:54 main:574] : INFO : Epoch 1975 | loss: 0.031131 | val_loss: 0.0311631 | Time: 1584.39 ms [2022-01-11 17:27:56 main:574] : INFO : Epoch 1976 | loss: 0.0311289 | val_loss: 0.031156 | Time: 1583.13 ms [2022-01-11 17:27:58 main:574] : INFO : Epoch 1977 | loss: 0.0311279 | val_loss: 0.0311592 | Time: 1604.71 ms [2022-01-11 17:27:59 main:574] : INFO : Epoch 1978 | loss: 0.0311272 | val_loss: 0.0311594 | Time: 1634.43 ms [2022-01-11 17:28:01 main:574] : INFO : Epoch 1979 | loss: 0.0311285 | val_loss: 0.0311592 | Time: 1566.91 ms [2022-01-11 17:28:02 main:574] : INFO : Epoch 1980 | loss: 0.0311261 | val_loss: 0.0311611 | Time: 1623.76 ms [2022-01-11 17:28:04 main:574] : INFO : Epoch 1981 | loss: 0.0311249 | val_loss: 0.0311583 | Time: 1576.48 ms [2022-01-11 17:28:06 main:574] : INFO : Epoch 1982 | loss: 0.0311224 | val_loss: 0.0311605 | Time: 1587.93 ms [2022-01-11 17:28:07 main:574] : INFO : Epoch 1983 | loss: 0.0311233 | val_loss: 0.0311592 | Time: 1548.53 ms [2022-01-11 17:28:09 main:574] : INFO : Epoch 1984 | loss: 0.0311225 | val_loss: 0.0311592 | Time: 1579.31 ms [2022-01-11 17:28:10 main:574] : INFO : Epoch 1985 | loss: 0.0311206 | val_loss: 0.0311579 | Time: 1574.43 ms [2022-01-11 17:28:12 main:574] : INFO : Epoch 1986 | loss: 0.031122 | val_loss: 0.0311573 | Time: 1635.96 ms [2022-01-11 17:28:13 main:574] : INFO : Epoch 1987 | loss: 0.0311265 | val_loss: 0.0311571 | Time: 1633.9 ms [2022-01-11 17:28:15 main:574] : INFO : Epoch 1988 | loss: 0.0311261 | val_loss: 0.0311562 | Time: 1596.63 ms [2022-01-11 17:28:17 main:574] : INFO : Epoch 1989 | loss: 0.0311252 | val_loss: 0.0311628 | Time: 1579 ms [2022-01-11 17:28:18 main:574] : INFO : Epoch 1990 | loss: 0.0311244 | val_loss: 0.031162 | Time: 1604.79 ms [2022-01-11 17:28:20 main:574] : INFO : Epoch 1991 | loss: 0.0311229 | val_loss: 0.0311744 | Time: 1601.72 ms [2022-01-11 17:28:22 main:574] : INFO : Epoch 1992 | loss: 0.0311272 | val_loss: 0.0311667 | Time: 1634.13 ms [2022-01-11 17:28:23 main:574] : INFO : Epoch 1993 | loss: 0.0311273 | val_loss: 0.0311629 | Time: 1591.71 ms [2022-01-11 17:28:25 main:574] : INFO : Epoch 1994 | loss: 0.0311305 | val_loss: 0.0311596 | Time: 1588.93 ms [2022-01-11 17:28:26 main:574] : INFO : Epoch 1995 | loss: 0.0311297 | val_loss: 0.0311578 | Time: 1571.66 ms [2022-01-11 17:28:28 main:574] : INFO : Epoch 1996 | loss: 0.0311255 | val_loss: 0.0311589 | Time: 1571.65 ms [2022-01-11 17:28:29 main:574] : INFO : Epoch 1997 | loss: 0.0311222 | val_loss: 0.0311573 | Time: 1573.37 ms [2022-01-11 17:28:31 main:574] : INFO : Epoch 1998 | loss: 0.0311192 | val_loss: 0.0311546 | Time: 1539.64 ms [2022-01-11 17:28:33 main:574] : INFO : Epoch 1999 | loss: 0.0311189 | val_loss: 0.0311624 | Time: 1603.36 ms [2022-01-11 17:28:34 main:574] : INFO : Epoch 2000 | loss: 0.0311169 | val_loss: 0.031157 | Time: 1590.83 ms [2022-01-11 17:28:36 main:574] : INFO : Epoch 2001 | loss: 0.0311166 | val_loss: 0.0311541 | Time: 1551.96 ms [2022-01-11 17:28:37 main:574] : INFO : Epoch 2002 | loss: 0.031118 | val_loss: 0.0311636 | Time: 1543.76 ms [2022-01-11 17:28:39 main:574] : INFO : Epoch 2003 | loss: 0.0311212 | val_loss: 0.0311672 | Time: 1575.93 ms [2022-01-11 17:28:40 main:574] : INFO : Epoch 2004 | loss: 0.0311164 | val_loss: 0.0311608 | Time: 1531.35 ms [2022-01-11 17:28:42 main:574] : INFO : Epoch 2005 | loss: 0.0311162 | val_loss: 0.0311594 | Time: 1570.36 ms [2022-01-11 17:28:44 main:574] : INFO : Epoch 2006 | loss: 0.0311174 | val_loss: 0.031153 | Time: 1563.48 ms [2022-01-11 17:28:45 main:574] : INFO : Epoch 2007 | loss: 0.0311225 | val_loss: 0.0311691 | Time: 1543.92 ms [2022-01-11 17:28:47 main:574] : INFO : Epoch 2008 | loss: 0.0311194 | val_loss: 0.0311613 | Time: 1557.02 ms [2022-01-11 17:28:48 main:574] : INFO : Epoch 2009 | loss: 0.031115 | val_loss: 0.0311594 | Time: 1537.33 ms [2022-01-11 17:28:50 main:574] : INFO : Epoch 2010 | loss: 0.0311124 | val_loss: 0.0311529 | Time: 1611.87 ms [2022-01-11 17:28:51 main:574] : INFO : Epoch 2011 | loss: 0.0311124 | val_loss: 0.0311587 | Time: 1575.75 ms [2022-01-11 17:28:53 main:574] : INFO : Epoch 2012 | loss: 0.0311153 | val_loss: 0.0311534 | Time: 1621.43 ms [2022-01-11 17:28:55 main:574] : INFO : Epoch 2013 | loss: 0.0311165 | val_loss: 0.0311558 | Time: 1575.35 ms [2022-01-11 17:28:56 main:574] : INFO : Epoch 2014 | loss: 0.0311175 | val_loss: 0.0311571 | Time: 1640.01 ms [2022-01-11 17:28:58 main:574] : INFO : Epoch 2015 | loss: 0.0311196 | val_loss: 0.0311542 | Time: 1589.09 ms [2022-01-11 17:28:59 main:574] : INFO : Epoch 2016 | loss: 0.0311206 | val_loss: 0.0311586 | Time: 1569.7 ms [2022-01-11 17:29:01 main:574] : INFO : Epoch 2017 | loss: 0.0311175 | val_loss: 0.0311533 | Time: 1572.48 ms [2022-01-11 17:29:02 main:574] : INFO : Epoch 2018 | loss: 0.0311158 | val_loss: 0.0311563 | Time: 1540.49 ms [2022-01-11 17:29:04 main:574] : INFO : Epoch 2019 | loss: 0.0311138 | val_loss: 0.0311602 | Time: 1562.97 ms [2022-01-11 17:29:06 main:574] : INFO : Epoch 2020 | loss: 0.0311136 | val_loss: 0.0311592 | Time: 1601.59 ms [2022-01-11 17:29:07 main:574] : INFO : Epoch 2021 | loss: 0.0311138 | val_loss: 0.0311619 | Time: 1561.79 ms [2022-01-11 17:29:09 main:574] : INFO : Epoch 2022 | loss: 0.0311146 | val_loss: 0.0311548 | Time: 1561.38 ms [2022-01-11 17:29:10 main:574] : INFO : Epoch 2023 | loss: 0.0311139 | val_loss: 0.0311583 | Time: 1622.32 ms [2022-01-11 17:29:12 main:574] : INFO : Epoch 2024 | loss: 0.0311149 | val_loss: 0.0311585 | Time: 1603.84 ms [2022-01-11 17:29:14 main:574] : INFO : Epoch 2025 | loss: 0.0311147 | val_loss: 0.0311552 | Time: 1570.6 ms [2022-01-11 17:29:15 main:574] : INFO : Epoch 2026 | loss: 0.0311121 | val_loss: 0.0311625 | Time: 1577.66 ms [2022-01-11 17:29:17 main:574] : INFO : Epoch 2027 | loss: 0.0311135 | val_loss: 0.0311528 | Time: 1546.16 ms [2022-01-11 17:29:18 main:574] : INFO : Epoch 2028 | loss: 0.0311129 | val_loss: 0.0311593 | Time: 1540.98 ms [2022-01-11 17:29:20 main:574] : INFO : Epoch 2029 | loss: 0.0311156 | val_loss: 0.0311528 | Time: 1621.16 ms [2022-01-11 17:29:21 main:574] : INFO : Epoch 2030 | loss: 0.0311191 | val_loss: 0.0311616 | Time: 1548.99 ms [2022-01-11 17:29:23 main:574] : INFO : Epoch 2031 | loss: 0.0311144 | val_loss: 0.0311587 | Time: 1549.08 ms [2022-01-11 17:29:25 main:574] : INFO : Epoch 2032 | loss: 0.0311131 | val_loss: 0.0311576 | Time: 1581.41 ms [2022-01-11 17:29:26 main:574] : INFO : Epoch 2033 | loss: 0.0311098 | val_loss: 0.0311681 | Time: 1539.87 ms [2022-01-11 17:29:28 main:574] : INFO : Epoch 2034 | loss: 0.0311104 | val_loss: 0.0311602 | Time: 1552.62 ms [2022-01-11 17:29:29 main:574] : INFO : Epoch 2035 | loss: 0.0311108 | val_loss: 0.0311609 | Time: 1528.59 ms [2022-01-11 17:29:31 main:574] : INFO : Epoch 2036 | loss: 0.0311093 | val_loss: 0.0311623 | Time: 1586.63 ms [2022-01-11 17:29:32 main:574] : INFO : Epoch 2037 | loss: 0.0311131 | val_loss: 0.0311651 | Time: 1600.3 ms [2022-01-11 17:29:34 main:574] : INFO : Epoch 2038 | loss: 0.031111 | val_loss: 0.0311609 | Time: 1630.78 ms [2022-01-11 17:29:36 main:574] : INFO : Epoch 2039 | loss: 0.0311123 | val_loss: 0.0311573 | Time: 1621.81 ms [2022-01-11 17:29:37 main:574] : INFO : Epoch 2040 | loss: 0.0311166 | val_loss: 0.0311569 | Time: 1649.92 ms [2022-01-11 17:29:39 main:574] : INFO : Epoch 2041 | loss: 0.0311153 | val_loss: 0.0311603 | Time: 1611.05 ms [2022-01-11 17:29:41 main:574] : INFO : Epoch 2042 | loss: 0.0311153 | val_loss: 0.0311573 | Time: 1619.63 ms [2022-01-11 17:29:42 main:574] : INFO : Epoch 2043 | loss: 0.0311157 | val_loss: 0.0311529 | Time: 1596.26 ms [2022-01-11 17:29:44 main:574] : INFO : Epoch 2044 | loss: 0.0311148 | val_loss: 0.0311542 | Time: 1594.09 ms [2022-01-11 17:29:45 main:574] : INFO : Epoch 2045 | loss: 0.0311122 | val_loss: 0.0311548 | Time: 1617.4 ms [2022-01-11 17:29:47 main:574] : INFO : Epoch 2046 | loss: 0.0311128 | val_loss: 0.0311605 | Time: 1568.14 ms [2022-01-11 17:29:49 main:574] : INFO : Epoch 2047 | loss: 0.0311144 | val_loss: 0.0311518 | Time: 1593.29 ms [2022-01-11 17:29:50 main:574] : INFO : Epoch 2048 | loss: 0.0311122 | val_loss: 0.0311534 | Time: 1606.03 ms [2022-01-11 17:29:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311534 [2022-01-11 17:29:50 main:603] : INFO : Saving end state to config to file [2022-01-11 17:29:50 main:608] : INFO : Success, exiting.. 17:29:50 (5692): 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)