Task 13747821
| Name | ParityModified-1647044714-31769-2-0_0 |
| Workunit | 10835090 |
| Created | 25 Mar 2022, 9:25:00 UTC |
| Sent | 1 Apr 2022, 10:50:53 UTC |
| Report deadline | 9 Apr 2022, 10:50:53 UTC |
| Received | 1 Apr 2022, 11:54:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8915 |
| Run time | 58 min 58 sec |
| CPU time | 54 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,470.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> poch 1542 | loss: 0.0311119 | val_loss: 0.0311679 | Time: 1692.89 ms [2022-04-01 12:40:05 main:574] : INFO : Epoch 1543 | loss: 0.0311113 | val_loss: 0.031164 | Time: 1686.47 ms [2022-04-01 12:40:07 main:574] : INFO : Epoch 1544 | loss: 0.0311105 | val_loss: 0.0311668 | Time: 1684.19 ms [2022-04-01 12:40:09 main:574] : INFO : Epoch 1545 | loss: 0.0311105 | val_loss: 0.0311645 | Time: 1693.75 ms [2022-04-01 12:40:10 main:574] : INFO : Epoch 1546 | loss: 0.0311105 | val_loss: 0.0311678 | Time: 1714.15 ms [2022-04-01 12:40:12 main:574] : INFO : Epoch 1547 | loss: 0.0311089 | val_loss: 0.031168 | Time: 1701.8 ms [2022-04-01 12:40:14 main:574] : INFO : Epoch 1548 | loss: 0.0311087 | val_loss: 0.0311661 | Time: 1692.33 ms [2022-04-01 12:40:15 main:574] : INFO : Epoch 1549 | loss: 0.0311112 | val_loss: 0.0311647 | Time: 1688.78 ms [2022-04-01 12:40:17 main:574] : INFO : Epoch 1550 | loss: 0.0311083 | val_loss: 0.0311691 | Time: 1692.81 ms [2022-04-01 12:40:19 main:574] : INFO : Epoch 1551 | loss: 0.0311056 | val_loss: 0.031165 | Time: 1689.48 ms [2022-04-01 12:40:21 main:574] : INFO : Epoch 1552 | loss: 0.0311066 | val_loss: 0.0311671 | Time: 1700.77 ms [2022-04-01 12:40:22 main:574] : INFO : Epoch 1553 | loss: 0.0311294 | val_loss: 0.0311715 | Time: 1706.98 ms [2022-04-01 12:40:24 main:574] : INFO : Epoch 1554 | loss: 0.0311417 | val_loss: 0.0311603 | Time: 1697.47 ms [2022-04-01 12:40:26 main:574] : INFO : Epoch 1555 | loss: 0.0311282 | val_loss: 0.0311592 | Time: 1694.86 ms [2022-04-01 12:40:27 main:574] : INFO : Epoch 1556 | loss: 0.0311206 | val_loss: 0.0311667 | Time: 1701.44 ms [2022-04-01 12:40:29 main:574] : INFO : Epoch 1557 | loss: 0.0311173 | val_loss: 0.0311624 | Time: 1699.8 ms [2022-04-01 12:40:31 main:574] : INFO : Epoch 1558 | loss: 0.0311143 | val_loss: 0.0311635 | Time: 1693.93 ms [2022-04-01 12:40:33 main:574] : INFO : Epoch 1559 | loss: 0.031123 | val_loss: 0.0311682 | Time: 1702.09 ms [2022-04-01 12:40:34 main:574] : INFO : Epoch 1560 | loss: 0.0311606 | val_loss: 0.0311639 | Time: 1696.78 ms [2022-04-01 12:40:36 main:574] : INFO : Epoch 1561 | loss: 0.0311616 | val_loss: 0.0311635 | Time: 1684.4 ms [2022-04-01 12:40:38 main:574] : INFO : Epoch 1562 | loss: 0.0311525 | val_loss: 0.0311601 | Time: 1686.24 ms [2022-04-01 12:40:39 main:574] : INFO : Epoch 1563 | loss: 0.0311483 | val_loss: 0.031159 | Time: 1694.47 ms [2022-04-01 12:40:41 main:574] : INFO : Epoch 1564 | loss: 0.0311443 | val_loss: 0.0311599 | Time: 1690.25 ms [2022-04-01 12:40:43 main:574] : INFO : Epoch 1565 | loss: 0.0311416 | val_loss: 0.0311655 | Time: 1694.48 ms [2022-04-01 12:40:44 main:574] : INFO : Epoch 1566 | loss: 0.0311426 | val_loss: 0.0311618 | Time: 1698.42 ms [2022-04-01 12:40:46 main:574] : INFO : Epoch 1567 | loss: 0.0311391 | val_loss: 0.0311625 | Time: 1685.62 ms [2022-04-01 12:40:48 main:574] : INFO : Epoch 1568 | loss: 0.031148 | val_loss: 0.0311626 | Time: 1692.74 ms [2022-04-01 12:40:50 main:574] : INFO : Epoch 1569 | loss: 0.0311533 | val_loss: 0.0311603 | Time: 1718.79 ms [2022-04-01 12:40:51 main:574] : INFO : Epoch 1570 | loss: 0.0311499 | val_loss: 0.0311569 | Time: 1684.23 ms [2022-04-01 12:40:53 main:574] : INFO : Epoch 1571 | loss: 0.0311481 | val_loss: 0.0311581 | Time: 1704.15 ms [2022-04-01 12:40:55 main:574] : INFO : Epoch 1572 | loss: 0.0311455 | val_loss: 0.0311606 | Time: 1703.36 ms [2022-04-01 12:40:56 main:574] : INFO : Epoch 1573 | loss: 0.0311423 | val_loss: 0.0311625 | Time: 1688.56 ms [2022-04-01 12:40:58 main:574] : INFO : Epoch 1574 | loss: 0.0311393 | val_loss: 0.0311584 | Time: 1697.08 ms [2022-04-01 12:41:00 main:574] : INFO : Epoch 1575 | loss: 0.0311371 | val_loss: 0.0311592 | Time: 1701.36 ms [2022-04-01 12:41:02 main:574] : INFO : Epoch 1576 | loss: 0.0311386 | val_loss: 0.0311607 | Time: 1691.68 ms [2022-04-01 12:41:03 main:574] : INFO : Epoch 1577 | loss: 0.0311367 | val_loss: 0.0311629 | Time: 1695.32 ms [2022-04-01 12:41:05 main:574] : INFO : Epoch 1578 | loss: 0.0311373 | val_loss: 0.0311573 | Time: 1709.22 ms [2022-04-01 12:41:07 main:574] : INFO : Epoch 1579 | loss: 0.0311351 | val_loss: 0.03116 | Time: 1701.51 ms [2022-04-01 12:41:08 main:574] : INFO : Epoch 1580 | loss: 0.0311336 | val_loss: 0.0311601 | Time: 1703 ms [2022-04-01 12:41:10 main:574] : INFO : Epoch 1581 | loss: 0.031135 | val_loss: 0.0311577 | Time: 1701.96 ms [2022-04-01 12:41:12 main:574] : INFO : Epoch 1582 | loss: 0.031135 | val_loss: 0.0311616 | Time: 1693.31 ms [2022-04-01 12:41:14 main:574] : INFO : Epoch 1583 | loss: 0.0311368 | val_loss: 0.0311623 | Time: 1712.22 ms [2022-04-01 12:41:15 main:574] : INFO : Epoch 1584 | loss: 0.0311339 | val_loss: 0.0311597 | Time: 1695.34 ms [2022-04-01 12:41:17 main:574] : INFO : Epoch 1585 | loss: 0.031131 | val_loss: 0.0311574 | Time: 1702.69 ms [2022-04-01 12:41:19 main:574] : INFO : Epoch 1586 | loss: 0.0311322 | val_loss: 0.0311615 | Time: 1705.19 ms [2022-04-01 12:41:20 main:574] : INFO : Epoch 1587 | loss: 0.0311301 | val_loss: 0.0311584 | Time: 1694.41 ms [2022-04-01 12:41:22 main:574] : INFO : Epoch 1588 | loss: 0.0311302 | val_loss: 0.031157 | Time: 1719.98 ms [2022-04-01 12:41:24 main:574] : INFO : Epoch 1589 | loss: 0.0311283 | val_loss: 0.0311577 | Time: 1707.19 ms [2022-04-01 12:41:26 main:574] : INFO : Epoch 1590 | loss: 0.0311261 | val_loss: 0.031162 | Time: 1710.11 ms [2022-04-01 12:41:27 main:574] : INFO : Epoch 1591 | loss: 0.0311273 | val_loss: 0.0311614 | Time: 1699.44 ms [2022-04-01 12:41:29 main:574] : INFO : Epoch 1592 | loss: 0.0311265 | val_loss: 0.0311578 | Time: 1708.31 ms [2022-04-01 12:41:31 main:574] : INFO : Epoch 1593 | loss: 0.0311238 | val_loss: 0.0311572 | Time: 1696.21 ms [2022-04-01 12:41:32 main:574] : INFO : Epoch 1594 | loss: 0.0311228 | val_loss: 0.0311614 | Time: 1701.5 ms [2022-04-01 12:41:34 main:574] : INFO : Epoch 1595 | loss: 0.0311237 | val_loss: 0.0311575 | Time: 1694.05 ms [2022-04-01 12:41:36 main:574] : INFO : Epoch 1596 | loss: 0.0311226 | val_loss: 0.0311576 | Time: 1695.43 ms [2022-04-01 12:41:37 main:574] : INFO : Epoch 1597 | loss: 0.031125 | val_loss: 0.0311629 | Time: 1704.07 ms [2022-04-01 12:41:39 main:574] : INFO : Epoch 1598 | loss: 0.0311251 | val_loss: 0.0311605 | Time: 1702.28 ms [2022-04-01 12:41:41 main:574] : INFO : Epoch 1599 | loss: 0.0311221 | val_loss: 0.0311576 | Time: 1705.36 ms [2022-04-01 12:41:43 main:574] : INFO : Epoch 1600 | loss: 0.0311219 | val_loss: 0.0311576 | Time: 1697.86 ms [2022-04-01 12:41:44 main:574] : INFO : Epoch 1601 | loss: 0.0311245 | val_loss: 0.0311608 | Time: 1707.47 ms [2022-04-01 12:41:46 main:574] : INFO : Epoch 1602 | loss: 0.0311262 | val_loss: 0.0311607 | Time: 1698.61 ms [2022-04-01 12:41:48 main:574] : INFO : Epoch 1603 | loss: 0.0311259 | val_loss: 0.0311592 | Time: 1702.54 ms [2022-04-01 12:41:49 main:574] : INFO : Epoch 1604 | loss: 0.0311226 | val_loss: 0.0311559 | Time: 1700.14 ms [2022-04-01 12:41:51 main:574] : INFO : Epoch 1605 | loss: 0.0311247 | val_loss: 0.0311589 | Time: 1709.28 ms [2022-04-01 12:41:53 main:574] : INFO : Epoch 1606 | loss: 0.0311233 | val_loss: 0.0311582 | Time: 1702.5 ms [2022-04-01 12:41:55 main:574] : INFO : Epoch 1607 | loss: 0.0311282 | val_loss: 0.0311613 | Time: 1722.99 ms [2022-04-01 12:41:56 main:574] : INFO : Epoch 1608 | loss: 0.0311233 | val_loss: 0.0311604 | Time: 1693.7 ms [2022-04-01 12:41:58 main:574] : INFO : Epoch 1609 | loss: 0.0311214 | val_loss: 0.031159 | Time: 1705.15 ms [2022-04-01 12:42:00 main:574] : INFO : Epoch 1610 | loss: 0.0311203 | val_loss: 0.0311622 | Time: 1698.71 ms [2022-04-01 12:42:01 main:574] : INFO : Epoch 1611 | loss: 0.0311235 | val_loss: 0.0311648 | Time: 1699.66 ms [2022-04-01 12:42:03 main:574] : INFO : Epoch 1612 | loss: 0.0311229 | val_loss: 0.0311617 | Time: 1693.98 ms [2022-04-01 12:42:05 main:574] : INFO : Epoch 1613 | loss: 0.0311188 | val_loss: 0.0311654 | Time: 1696.07 ms [2022-04-01 12:42:07 main:574] : INFO : Epoch 1614 | loss: 0.0311184 | val_loss: 0.0311654 | Time: 1691.84 ms [2022-04-01 12:42:08 main:574] : INFO : Epoch 1615 | loss: 0.0311182 | val_loss: 0.0311584 | Time: 1693.53 ms [2022-04-01 12:42:10 main:574] : INFO : Epoch 1616 | loss: 0.0311191 | val_loss: 0.0311608 | Time: 1693.74 ms [2022-04-01 12:42:12 main:574] : INFO : Epoch 1617 | loss: 0.031118 | val_loss: 0.0311625 | Time: 1705.13 ms [2022-04-01 12:42:13 main:574] : INFO : Epoch 1618 | loss: 0.0311168 | val_loss: 0.0311643 | Time: 1699.66 ms [2022-04-01 12:42:15 main:574] : INFO : Epoch 1619 | loss: 0.0311175 | val_loss: 0.0311614 | Time: 1697.25 ms [2022-04-01 12:42:17 main:574] : INFO : Epoch 1620 | loss: 0.0311169 | val_loss: 0.0311585 | Time: 1698.2 ms [2022-04-01 12:42:19 main:574] : INFO : Epoch 1621 | loss: 0.0311161 | val_loss: 0.0311604 | Time: 1692.47 ms [2022-04-01 12:42:20 main:574] : INFO : Epoch 1622 | loss: 0.0311148 | val_loss: 0.0311577 | Time: 1695.41 ms [2022-04-01 12:42:22 main:574] : INFO : Epoch 1623 | loss: 0.0311152 | val_loss: 0.0311553 | Time: 1692.35 ms [2022-04-01 12:42:24 main:574] : INFO : Epoch 1624 | loss: 0.0311175 | val_loss: 0.031156 | Time: 1696.98 ms [2022-04-01 12:42:25 main:574] : INFO : Epoch 1625 | loss: 0.0311202 | val_loss: 0.0311568 | Time: 1702.13 ms [2022-04-01 12:42:27 main:574] : INFO : Epoch 1626 | loss: 0.0311182 | val_loss: 0.0311542 | Time: 1693.59 ms [2022-04-01 12:42:29 main:574] : INFO : Epoch 1627 | loss: 0.0311211 | val_loss: 0.0311586 | Time: 1692.68 ms [2022-04-01 12:42:30 main:574] : INFO : Epoch 1628 | loss: 0.031121 | val_loss: 0.0311584 | Time: 1686.55 ms [2022-04-01 12:42:32 main:574] : INFO : Epoch 1629 | loss: 0.0311177 | val_loss: 0.0311567 | Time: 1686.38 ms [2022-04-01 12:42:34 main:574] : INFO : Epoch 1630 | loss: 0.0311167 | val_loss: 0.0311641 | Time: 1693.24 ms [2022-04-01 12:42:36 main:574] : INFO : Epoch 1631 | loss: 0.0311207 | val_loss: 0.0311657 | Time: 1699.83 ms [2022-04-01 12:42:37 main:574] : INFO : Epoch 1632 | loss: 0.0311167 | val_loss: 0.0311575 | Time: 1693.48 ms [2022-04-01 12:42:39 main:574] : INFO : Epoch 1633 | loss: 0.0311197 | val_loss: 0.0311639 | Time: 1692.8 ms [2022-04-01 12:42:41 main:574] : INFO : Epoch 1634 | loss: 0.0311201 | val_loss: 0.0311577 | Time: 1689.01 ms [2022-04-01 12:42:42 main:574] : INFO : Epoch 1635 | loss: 0.0311183 | val_loss: 0.0311548 | Time: 1690.24 ms [2022-04-01 12:42:44 main:574] : INFO : Epoch 1636 | loss: 0.0311167 | val_loss: 0.0311599 | Time: 1697.9 ms [2022-04-01 12:42:46 main:574] : INFO : Epoch 1637 | loss: 0.0311171 | val_loss: 0.0311525 | Time: 1707.05 ms [2022-04-01 12:42:48 main:574] : INFO : Epoch 1638 | loss: 0.0311152 | val_loss: 0.0311648 | Time: 1700.53 ms [2022-04-01 12:42:49 main:574] : INFO : Epoch 1639 | loss: 0.0311141 | val_loss: 0.0311561 | Time: 1698.25 ms [2022-04-01 12:42:51 main:574] : INFO : Epoch 1640 | loss: 0.0311162 | val_loss: 0.0311574 | Time: 1694.74 ms [2022-04-01 12:42:53 main:574] : INFO : Epoch 1641 | loss: 0.0311161 | val_loss: 0.0311582 | Time: 1687.96 ms [2022-04-01 12:42:54 main:574] : INFO : Epoch 1642 | loss: 0.0311163 | val_loss: 0.031168 | Time: 1693.03 ms [2022-04-01 12:42:56 main:574] : INFO : Epoch 1643 | loss: 0.0311136 | val_loss: 0.031166 | Time: 1703.21 ms [2022-04-01 12:42:58 main:574] : INFO : Epoch 1644 | loss: 0.0311133 | val_loss: 0.0311565 | Time: 1701.98 ms [2022-04-01 12:42:59 main:574] : INFO : Epoch 1645 | loss: 0.0311167 | val_loss: 0.0311607 | Time: 1703.39 ms [2022-04-01 12:43:01 main:574] : INFO : Epoch 1646 | loss: 0.0311192 | val_loss: 0.0311625 | Time: 1694.79 ms [2022-04-01 12:43:03 main:574] : INFO : Epoch 1647 | loss: 0.0311191 | val_loss: 0.0311661 | Time: 1731.14 ms [2022-04-01 12:43:05 main:574] : INFO : Epoch 1648 | loss: 0.0311182 | val_loss: 0.031159 | Time: 1694.79 ms [2022-04-01 12:43:06 main:574] : INFO : Epoch 1649 | loss: 0.0311162 | val_loss: 0.0311677 | Time: 1686.62 ms [2022-04-01 12:43:08 main:574] : INFO : Epoch 1650 | loss: 0.0311158 | val_loss: 0.0311625 | Time: 1703.57 ms [2022-04-01 12:43:10 main:574] : INFO : Epoch 1651 | loss: 0.0311168 | val_loss: 0.0311577 | Time: 1703.31 ms [2022-04-01 12:43:11 main:574] : INFO : Epoch 1652 | loss: 0.0311166 | val_loss: 0.0311584 | Time: 1700.29 ms [2022-04-01 12:43:13 main:574] : INFO : Epoch 1653 | loss: 0.0311151 | val_loss: 0.0311595 | Time: 1705.14 ms [2022-04-01 12:43:15 main:574] : INFO : Epoch 1654 | loss: 0.0311205 | val_loss: 0.0311583 | Time: 1691.09 ms [2022-04-01 12:43:17 main:574] : INFO : Epoch 1655 | loss: 0.0311213 | val_loss: 0.031162 | Time: 1701.6 ms [2022-04-01 12:43:18 main:574] : INFO : Epoch 1656 | loss: 0.0311167 | val_loss: 0.0311585 | Time: 1687.66 ms [2022-04-01 12:43:20 main:574] : INFO : Epoch 1657 | loss: 0.031116 | val_loss: 0.0311674 | Time: 1694.71 ms [2022-04-01 12:43:22 main:574] : INFO : Epoch 1658 | loss: 0.0311138 | val_loss: 0.0311625 | Time: 1707.4 ms [2022-04-01 12:43:23 main:574] : INFO : Epoch 1659 | loss: 0.0311145 | val_loss: 0.0311543 | Time: 1694.52 ms [2022-04-01 12:43:25 main:574] : INFO : Epoch 1660 | loss: 0.0311107 | val_loss: 0.0311578 | Time: 1699.06 ms [2022-04-01 12:43:27 main:574] : INFO : Epoch 1661 | loss: 0.0311103 | val_loss: 0.0311578 | Time: 1685.51 ms [2022-04-01 12:43:29 main:574] : INFO : Epoch 1662 | loss: 0.031112 | val_loss: 0.0311572 | Time: 1696.23 ms [2022-04-01 12:43:30 main:574] : INFO : Epoch 1663 | loss: 0.0311091 | val_loss: 0.0311608 | Time: 1698.69 ms [2022-04-01 12:43:32 main:574] : INFO : Epoch 1664 | loss: 0.0311095 | val_loss: 0.0311605 | Time: 1698.28 ms [2022-04-01 12:43:34 main:574] : INFO : Epoch 1665 | loss: 0.0311136 | val_loss: 0.0311648 | Time: 1695.03 ms [2022-04-01 12:43:35 main:574] : INFO : Epoch 1666 | loss: 0.0311136 | val_loss: 0.0311804 | Time: 1681.19 ms [2022-04-01 12:43:37 main:574] : INFO : Epoch 1667 | loss: 0.0311152 | val_loss: 0.0311638 | Time: 1688.64 ms [2022-04-01 12:43:39 main:574] : INFO : Epoch 1668 | loss: 0.0311116 | val_loss: 0.0311661 | Time: 1698.12 ms [2022-04-01 12:43:40 main:574] : INFO : Epoch 1669 | loss: 0.0311117 | val_loss: 0.0311579 | Time: 1688.97 ms [2022-04-01 12:43:42 main:574] : INFO : Epoch 1670 | loss: 0.0311124 | val_loss: 0.0311651 | Time: 1692.79 ms [2022-04-01 12:43:44 main:574] : INFO : Epoch 1671 | loss: 0.0311124 | val_loss: 0.0311642 | Time: 1694.57 ms [2022-04-01 12:43:46 main:574] : INFO : Epoch 1672 | loss: 0.0311149 | val_loss: 0.0311618 | Time: 1691.8 ms [2022-04-01 12:43:47 main:574] : INFO : Epoch 1673 | loss: 0.0311154 | val_loss: 0.0311766 | Time: 1692.46 ms [2022-04-01 12:43:49 main:574] : INFO : Epoch 1674 | loss: 0.0311123 | val_loss: 0.0311661 | Time: 1694.16 ms [2022-04-01 12:43:51 main:574] : INFO : Epoch 1675 | loss: 0.0311108 | val_loss: 0.0311625 | Time: 1684.99 ms [2022-04-01 12:43:52 main:574] : INFO : Epoch 1676 | loss: 0.0311106 | val_loss: 0.0311628 | Time: 1695.33 ms [2022-04-01 12:43:54 main:574] : INFO : Epoch 1677 | loss: 0.0311257 | val_loss: 0.0311592 | Time: 1705.85 ms [2022-04-01 12:43:56 main:574] : INFO : Epoch 1678 | loss: 0.0311388 | val_loss: 0.0311589 | Time: 1695.55 ms [2022-04-01 12:43:58 main:574] : INFO : Epoch 1679 | loss: 0.0311352 | val_loss: 0.0311626 | Time: 1694.34 ms [2022-04-01 12:43:59 main:574] : INFO : Epoch 1680 | loss: 0.0311382 | val_loss: 0.031152 | Time: 1691.03 ms [2022-04-01 12:44:01 main:574] : INFO : Epoch 1681 | loss: 0.031131 | val_loss: 0.0311499 | Time: 1692.85 ms [2022-04-01 12:44:03 main:574] : INFO : Epoch 1682 | loss: 0.031127 | val_loss: 0.0311498 | Time: 1703.13 ms [2022-04-01 12:44:04 main:574] : INFO : Epoch 1683 | loss: 0.0311238 | val_loss: 0.0311561 | Time: 1701.34 ms [2022-04-01 12:44:06 main:574] : INFO : Epoch 1684 | loss: 0.0311212 | val_loss: 0.0311504 | Time: 1696.85 ms [2022-04-01 12:44:08 main:574] : INFO : Epoch 1685 | loss: 0.0311185 | val_loss: 0.0311594 | Time: 1700.75 ms [2022-04-01 12:44:09 main:574] : INFO : Epoch 1686 | loss: 0.0311228 | val_loss: 0.0311533 | Time: 1692.01 ms [2022-04-01 12:44:11 main:574] : INFO : Epoch 1687 | loss: 0.0311249 | val_loss: 0.0311508 | Time: 1692.1 ms [2022-04-01 12:44:13 main:574] : INFO : Epoch 1688 | loss: 0.0311189 | val_loss: 0.0311594 | Time: 1687.19 ms [2022-04-01 12:44:15 main:574] : INFO : Epoch 1689 | loss: 0.0311178 | val_loss: 0.0311577 | Time: 1706.46 ms [2022-04-01 12:44:16 main:574] : INFO : Epoch 1690 | loss: 0.0311232 | val_loss: 0.0311579 | Time: 1709.9 ms [2022-04-01 12:44:18 main:574] : INFO : Epoch 1691 | loss: 0.031121 | val_loss: 0.031158 | Time: 1700.33 ms [2022-04-01 12:44:20 main:574] : INFO : Epoch 1692 | loss: 0.0311162 | val_loss: 0.0311604 | Time: 1692.35 ms [2022-04-01 12:44:21 main:574] : INFO : Epoch 1693 | loss: 0.0311167 | val_loss: 0.0311509 | Time: 1698.24 ms [2022-04-01 12:44:23 main:574] : INFO : Epoch 1694 | loss: 0.0311144 | val_loss: 0.031161 | Time: 1688.82 ms [2022-04-01 12:44:25 main:574] : INFO : Epoch 1695 | loss: 0.0311129 | val_loss: 0.0311598 | Time: 1697.05 ms [2022-04-01 12:44:27 main:574] : INFO : Epoch 1696 | loss: 0.0311118 | val_loss: 0.0311593 | Time: 1693.96 ms [2022-04-01 12:44:28 main:574] : INFO : Epoch 1697 | loss: 0.0311138 | val_loss: 0.0311519 | Time: 1703.12 ms [2022-04-01 12:44:30 main:574] : INFO : Epoch 1698 | loss: 0.0311169 | val_loss: 0.0311567 | Time: 1693.05 ms [2022-04-01 12:44:32 main:574] : INFO : Epoch 1699 | loss: 0.0311172 | val_loss: 0.0311538 | Time: 1696.77 ms [2022-04-01 12:44:33 main:574] : INFO : Epoch 1700 | loss: 0.0311173 | val_loss: 0.0311567 | Time: 1690.71 ms [2022-04-01 12:44:35 main:574] : INFO : Epoch 1701 | loss: 0.0311137 | val_loss: 0.0311548 | Time: 1702.21 ms [2022-04-01 12:44:37 main:574] : INFO : Epoch 1702 | loss: 0.0311122 | val_loss: 0.0311524 | Time: 1700.74 ms [2022-04-01 12:44:38 main:574] : INFO : Epoch 1703 | loss: 0.0311116 | val_loss: 0.0311599 | Time: 1701.44 ms [2022-04-01 12:44:40 main:574] : INFO : Epoch 1704 | loss: 0.0311127 | val_loss: 0.0311562 | Time: 1698.12 ms [2022-04-01 12:44:42 main:574] : INFO : Epoch 1705 | loss: 0.0311105 | val_loss: 0.0311582 | Time: 1694.22 ms [2022-04-01 12:44:44 main:574] : INFO : Epoch 1706 | loss: 0.0311124 | val_loss: 0.0311531 | Time: 1690.96 ms [2022-04-01 12:44:45 main:574] : INFO : Epoch 1707 | loss: 0.0311216 | val_loss: 0.0311534 | Time: 1694.92 ms [2022-04-01 12:44:47 main:574] : INFO : Epoch 1708 | loss: 0.031123 | val_loss: 0.0311527 | Time: 1693.49 ms [2022-04-01 12:44:49 main:574] : INFO : Epoch 1709 | loss: 0.0311215 | val_loss: 0.0311521 | Time: 1702.4 ms [2022-04-01 12:44:50 main:574] : INFO : Epoch 1710 | loss: 0.0311171 | val_loss: 0.0311507 | Time: 1701.51 ms [2022-04-01 12:44:52 main:574] : INFO : Epoch 1711 | loss: 0.0311141 | val_loss: 0.031152 | Time: 1699.31 ms [2022-04-01 12:44:54 main:574] : INFO : Epoch 1712 | loss: 0.0311132 | val_loss: 0.0311511 | Time: 1703.28 ms [2022-04-01 12:44:56 main:574] : INFO : Epoch 1713 | loss: 0.0311132 | val_loss: 0.0311569 | Time: 1692.98 ms [2022-04-01 12:44:57 main:574] : INFO : Epoch 1714 | loss: 0.0311115 | val_loss: 0.0311588 | Time: 1696.26 ms [2022-04-01 12:44:59 main:574] : INFO : Epoch 1715 | loss: 0.0311111 | val_loss: 0.0311585 | Time: 1693.16 ms [2022-04-01 12:45:01 main:574] : INFO : Epoch 1716 | loss: 0.0311101 | val_loss: 0.0311574 | Time: 1697.47 ms [2022-04-01 12:45:02 main:574] : INFO : Epoch 1717 | loss: 0.0311109 | val_loss: 0.0311547 | Time: 1691.71 ms [2022-04-01 12:45:04 main:574] : INFO : Epoch 1718 | loss: 0.0311122 | val_loss: 0.0311525 | Time: 1696.6 ms [2022-04-01 12:45:06 main:574] : INFO : Epoch 1719 | loss: 0.0311132 | val_loss: 0.0311614 | Time: 1693.48 ms [2022-04-01 12:45:07 main:574] : INFO : Epoch 1720 | loss: 0.0311126 | val_loss: 0.0311604 | Time: 1692.57 ms [2022-04-01 12:45:09 main:574] : INFO : Epoch 1721 | loss: 0.0311131 | val_loss: 0.0311598 | Time: 1679.23 ms [2022-04-01 12:45:11 main:574] : INFO : Epoch 1722 | loss: 0.0311135 | val_loss: 0.0311579 | Time: 1707.52 ms [2022-04-01 12:45:13 main:574] : INFO : Epoch 1723 | loss: 0.0311137 | val_loss: 0.031155 | Time: 1697.22 ms [2022-04-01 12:45:14 main:574] : INFO : Epoch 1724 | loss: 0.0311095 | val_loss: 0.0311608 | Time: 1696.89 ms [2022-04-01 12:45:16 main:574] : INFO : Epoch 1725 | loss: 0.0311107 | val_loss: 0.0311542 | Time: 1687.99 ms [2022-04-01 12:45:18 main:574] : INFO : Epoch 1726 | loss: 0.0311187 | val_loss: 0.0311582 | Time: 1702.34 ms [2022-04-01 12:45:19 main:574] : INFO : Epoch 1727 | loss: 0.0311183 | val_loss: 0.0311477 | Time: 1684.33 ms [2022-04-01 12:45:21 main:574] : INFO : Epoch 1728 | loss: 0.0311155 | val_loss: 0.0311565 | Time: 1696.94 ms [2022-04-01 12:45:23 main:574] : INFO : Epoch 1729 | loss: 0.0311203 | val_loss: 0.0311552 | Time: 1696.53 ms [2022-04-01 12:45:25 main:574] : INFO : Epoch 1730 | loss: 0.0311151 | val_loss: 0.0311576 | Time: 1696.35 ms [2022-04-01 12:45:26 main:574] : INFO : Epoch 1731 | loss: 0.0311175 | val_loss: 0.0311553 | Time: 1697.51 ms [2022-04-01 12:45:28 main:574] : INFO : Epoch 1732 | loss: 0.0311153 | val_loss: 0.0311605 | Time: 1688.08 ms [2022-04-01 12:45:30 main:574] : INFO : Epoch 1733 | loss: 0.0311123 | val_loss: 0.0311631 | Time: 1690.07 ms [2022-04-01 12:45:31 main:574] : INFO : Epoch 1734 | loss: 0.0311117 | val_loss: 0.0311579 | Time: 1695.26 ms [2022-04-01 12:45:33 main:574] : INFO : Epoch 1735 | loss: 0.0311092 | val_loss: 0.0311567 | Time: 1704.1 ms [2022-04-01 12:45:35 main:574] : INFO : Epoch 1736 | loss: 0.0311106 | val_loss: 0.0311589 | Time: 1692.55 ms [2022-04-01 12:45:36 main:574] : INFO : Epoch 1737 | loss: 0.0311091 | val_loss: 0.0311544 | Time: 1688.68 ms [2022-04-01 12:45:38 main:574] : INFO : Epoch 1738 | loss: 0.0311125 | val_loss: 0.0311543 | Time: 1692.76 ms [2022-04-01 12:45:40 main:574] : INFO : Epoch 1739 | loss: 0.0311099 | val_loss: 0.0311533 | Time: 1691.07 ms [2022-04-01 12:45:42 main:574] : INFO : Epoch 1740 | loss: 0.0311103 | val_loss: 0.0311535 | Time: 1694.82 ms [2022-04-01 12:45:43 main:574] : INFO : Epoch 1741 | loss: 0.0311074 | val_loss: 0.0311534 | Time: 1689.7 ms [2022-04-01 12:45:45 main:574] : INFO : Epoch 1742 | loss: 0.0311055 | val_loss: 0.0311561 | Time: 1710.98 ms [2022-04-01 12:45:47 main:574] : INFO : Epoch 1743 | loss: 0.0311026 | val_loss: 0.0311636 | Time: 1696.25 ms [2022-04-01 12:45:48 main:574] : INFO : Epoch 1744 | loss: 0.0311069 | val_loss: 0.0311621 | Time: 1688.71 ms [2022-04-01 12:45:50 main:574] : INFO : Epoch 1745 | loss: 0.0311074 | val_loss: 0.0311563 | Time: 1693.38 ms [2022-04-01 12:45:52 main:574] : INFO : Epoch 1746 | loss: 0.0311042 | val_loss: 0.0311599 | Time: 1692.18 ms [2022-04-01 12:45:54 main:574] : INFO : Epoch 1747 | loss: 0.0311053 | val_loss: 0.0311559 | Time: 1690.93 ms [2022-04-01 12:45:55 main:574] : INFO : Epoch 1748 | loss: 0.0311065 | val_loss: 0.0311559 | Time: 1698.03 ms [2022-04-01 12:45:57 main:574] : INFO : Epoch 1749 | loss: 0.0311046 | val_loss: 0.0311561 | Time: 1695.55 ms [2022-04-01 12:45:59 main:574] : INFO : Epoch 1750 | loss: 0.0311054 | val_loss: 0.0311671 | Time: 1705.67 ms [2022-04-01 12:46:00 main:574] : INFO : Epoch 1751 | loss: 0.0311024 | val_loss: 0.0311578 | Time: 1699.51 ms [2022-04-01 12:46:02 main:574] : INFO : Epoch 1752 | loss: 0.0311013 | val_loss: 0.0311594 | Time: 1687.18 ms [2022-04-01 12:46:04 main:574] : INFO : Epoch 1753 | loss: 0.0311023 | val_loss: 0.0311572 | Time: 1695.47 ms [2022-04-01 12:46:05 main:574] : INFO : Epoch 1754 | loss: 0.0311107 | val_loss: 0.0311567 | Time: 1697.19 ms [2022-04-01 12:46:07 main:574] : INFO : Epoch 1755 | loss: 0.0311212 | val_loss: 0.0311529 | Time: 1700.48 ms [2022-04-01 12:46:09 main:574] : INFO : Epoch 1756 | loss: 0.031115 | val_loss: 0.0311521 | Time: 1695.82 ms [2022-04-01 12:46:11 main:574] : INFO : Epoch 1757 | loss: 0.0311104 | val_loss: 0.0311502 | Time: 1700.46 ms [2022-04-01 12:46:12 main:574] : INFO : Epoch 1758 | loss: 0.0311206 | val_loss: 0.0311488 | Time: 1688.14 ms [2022-04-01 12:46:14 main:574] : INFO : Epoch 1759 | loss: 0.0311139 | val_loss: 0.0311507 | Time: 1691.85 ms [2022-04-01 12:46:16 main:574] : INFO : Epoch 1760 | loss: 0.0311104 | val_loss: 0.0311519 | Time: 1691.74 ms [2022-04-01 12:46:17 main:574] : INFO : Epoch 1761 | loss: 0.0311072 | val_loss: 0.0311483 | Time: 1699.61 ms [2022-04-01 12:46:19 main:574] : INFO : Epoch 1762 | loss: 0.0311052 | val_loss: 0.0311545 | Time: 1704.16 ms [2022-04-01 12:46:21 main:574] : INFO : Epoch 1763 | loss: 0.0311046 | val_loss: 0.0311532 | Time: 1696.26 ms [2022-04-01 12:46:23 main:574] : INFO : Epoch 1764 | loss: 0.0311029 | val_loss: 0.0311568 | Time: 1693.95 ms [2022-04-01 12:46:24 main:574] : INFO : Epoch 1765 | loss: 0.0311031 | val_loss: 0.0311646 | Time: 1687.75 ms [2022-04-01 12:46:26 main:574] : INFO : Epoch 1766 | loss: 0.0311055 | val_loss: 0.0311539 | Time: 1701.96 ms [2022-04-01 12:46:28 main:574] : INFO : Epoch 1767 | loss: 0.0311035 | val_loss: 0.0311537 | Time: 1700.27 ms [2022-04-01 12:46:29 main:574] : INFO : Epoch 1768 | loss: 0.031106 | val_loss: 0.0311549 | Time: 1703.87 ms [2022-04-01 12:46:31 main:574] : INFO : Epoch 1769 | loss: 0.0311063 | val_loss: 0.0311517 | Time: 1703.17 ms [2022-04-01 12:46:33 main:574] : INFO : Epoch 1770 | loss: 0.0311088 | val_loss: 0.0311555 | Time: 1694.43 ms [2022-04-01 12:46:34 main:574] : INFO : Epoch 1771 | loss: 0.0311128 | val_loss: 0.0311591 | Time: 1691.45 ms [2022-04-01 12:46:36 main:574] : INFO : Epoch 1772 | loss: 0.031117 | val_loss: 0.0311603 | Time: 1698.17 ms [2022-04-01 12:46:38 main:574] : INFO : Epoch 1773 | loss: 0.0311133 | val_loss: 0.0311563 | Time: 1697.57 ms [2022-04-01 12:46:40 main:574] : INFO : Epoch 1774 | loss: 0.0311075 | val_loss: 0.031167 | Time: 1695.52 ms [2022-04-01 12:46:41 main:574] : INFO : Epoch 1775 | loss: 0.0311057 | val_loss: 0.0311588 | Time: 1704.91 ms [2022-04-01 12:46:43 main:574] : INFO : Epoch 1776 | loss: 0.031105 | val_loss: 0.031158 | Time: 1692.6 ms [2022-04-01 12:46:45 main:574] : INFO : Epoch 1777 | loss: 0.0311053 | val_loss: 0.0311629 | Time: 1690.24 ms [2022-04-01 12:46:46 main:574] : INFO : Epoch 1778 | loss: 0.0311064 | val_loss: 0.03116 | Time: 1688.67 ms [2022-04-01 12:46:48 main:574] : INFO : Epoch 1779 | loss: 0.0311073 | val_loss: 0.0311611 | Time: 1701.92 ms [2022-04-01 12:46:50 main:574] : INFO : Epoch 1780 | loss: 0.0311054 | val_loss: 0.0311561 | Time: 1696.31 ms [2022-04-01 12:46:52 main:574] : INFO : Epoch 1781 | loss: 0.0311031 | val_loss: 0.0311592 | Time: 1691.29 ms [2022-04-01 12:46:53 main:574] : INFO : Epoch 1782 | loss: 0.0311004 | val_loss: 0.0311598 | Time: 1697.96 ms [2022-04-01 12:46:55 main:574] : INFO : Epoch 1783 | loss: 0.0311029 | val_loss: 0.0311628 | Time: 1692.78 ms [2022-04-01 12:46:57 main:574] : INFO : Epoch 1784 | loss: 0.0311003 | val_loss: 0.0311649 | Time: 1698.8 ms [2022-04-01 12:46:58 main:574] : INFO : Epoch 1785 | loss: 0.0311001 | val_loss: 0.0311704 | Time: 1692.77 ms [2022-04-01 12:47:00 main:574] : INFO : Epoch 1786 | loss: 0.0310979 | val_loss: 0.0311624 | Time: 1692.1 ms [2022-04-01 12:47:02 main:574] : INFO : Epoch 1787 | loss: 0.0310968 | val_loss: 0.0311584 | Time: 1701.44 ms [2022-04-01 12:47:03 main:574] : INFO : Epoch 1788 | loss: 0.0310973 | val_loss: 0.0311578 | Time: 1698.83 ms [2022-04-01 12:47:05 main:574] : INFO : Epoch 1789 | loss: 0.0310984 | val_loss: 0.0311627 | Time: 1702.14 ms [2022-04-01 12:47:07 main:574] : INFO : Epoch 1790 | loss: 0.0311015 | val_loss: 0.0311596 | Time: 1691.36 ms [2022-04-01 12:47:09 main:574] : INFO : Epoch 1791 | loss: 0.0310967 | val_loss: 0.0311698 | Time: 1689.08 ms [2022-04-01 12:47:10 main:574] : INFO : Epoch 1792 | loss: 0.0310954 | val_loss: 0.0311647 | Time: 1688.36 ms [2022-04-01 12:47:12 main:574] : INFO : Epoch 1793 | loss: 0.0310969 | val_loss: 0.0311636 | Time: 1691.51 ms [2022-04-01 12:47:14 main:574] : INFO : Epoch 1794 | loss: 0.0311009 | val_loss: 0.0311596 | Time: 1698.78 ms [2022-04-01 12:47:15 main:574] : INFO : Epoch 1795 | loss: 0.0311008 | val_loss: 0.03116 | Time: 1695.82 ms [2022-04-01 12:47:17 main:574] : INFO : Epoch 1796 | loss: 0.0311004 | val_loss: 0.0311638 | Time: 1685.69 ms [2022-04-01 12:47:19 main:574] : INFO : Epoch 1797 | loss: 0.0311062 | val_loss: 0.0311625 | Time: 1683.31 ms [2022-04-01 12:47:21 main:574] : INFO : Epoch 1798 | loss: 0.0311012 | val_loss: 0.0311593 | Time: 1681.69 ms [2022-04-01 12:47:22 main:574] : INFO : Epoch 1799 | loss: 0.0310961 | val_loss: 0.031157 | Time: 1690.04 ms [2022-04-01 12:47:24 main:574] : INFO : Epoch 1800 | loss: 0.0310943 | val_loss: 0.031159 | Time: 1695.48 ms [2022-04-01 12:47:26 main:574] : INFO : Epoch 1801 | loss: 0.0310957 | val_loss: 0.0311606 | Time: 1703.68 ms [2022-04-01 12:47:27 main:574] : INFO : Epoch 1802 | loss: 0.0311037 | val_loss: 0.0311691 | Time: 1697.8 ms [2022-04-01 12:47:29 main:574] : INFO : Epoch 1803 | loss: 0.0311163 | val_loss: 0.0311636 | Time: 1686.96 ms [2022-04-01 12:47:31 main:574] : INFO : Epoch 1804 | loss: 0.031112 | val_loss: 0.0311592 | Time: 1682.89 ms [2022-04-01 12:47:32 main:574] : INFO : Epoch 1805 | loss: 0.0311078 | val_loss: 0.0311601 | Time: 1686.76 ms [2022-04-01 12:47:34 main:574] : INFO : Epoch 1806 | loss: 0.0311172 | val_loss: 0.0311612 | Time: 1689.11 ms [2022-04-01 12:47:36 main:574] : INFO : Epoch 1807 | loss: 0.031115 | val_loss: 0.0311591 | Time: 1694.6 ms [2022-04-01 12:47:38 main:574] : INFO : Epoch 1808 | loss: 0.0311097 | val_loss: 0.0311572 | Time: 1695.59 ms [2022-04-01 12:47:39 main:574] : INFO : Epoch 1809 | loss: 0.0311095 | val_loss: 0.0311653 | Time: 1692.92 ms [2022-04-01 12:47:41 main:574] : INFO : Epoch 1810 | loss: 0.0311534 | val_loss: 0.0312029 | Time: 1687.88 ms [2022-04-01 12:47:43 main:574] : INFO : Epoch 1811 | loss: 0.0412134 | val_loss: 0.0412634 | Time: 1678.67 ms [2022-04-01 12:47:44 main:574] : INFO : Epoch 1812 | loss: 0.0343231 | val_loss: 0.0323676 | Time: 1693.16 ms [2022-04-01 12:47:46 main:574] : INFO : Epoch 1813 | loss: 0.0315896 | val_loss: 0.0313636 | Time: 1696.6 ms [2022-04-01 12:47:48 main:574] : INFO : Epoch 1814 | loss: 0.0313143 | val_loss: 0.0312816 | Time: 1696.53 ms [2022-04-01 12:47:49 main:574] : INFO : Epoch 1815 | loss: 0.0312616 | val_loss: 0.0312533 | Time: 1692.11 ms [2022-04-01 12:47:51 main:574] : INFO : Epoch 1816 | loss: 0.0312483 | val_loss: 0.0312437 | Time: 1685.44 ms [2022-04-01 12:47:53 main:574] : INFO : Epoch 1817 | loss: 0.0312417 | val_loss: 0.0312362 | Time: 1686.06 ms [2022-04-01 12:47:55 main:574] : INFO : Epoch 1818 | loss: 0.0312327 | val_loss: 0.0312257 | Time: 1690.42 ms [2022-04-01 12:47:56 main:574] : INFO : Epoch 1819 | loss: 0.0312219 | val_loss: 0.0312135 | Time: 1696.35 ms [2022-04-01 12:47:58 main:574] : INFO : Epoch 1820 | loss: 0.0312109 | val_loss: 0.0312021 | Time: 1687.55 ms [2022-04-01 12:48:00 main:574] : INFO : Epoch 1821 | loss: 0.0312023 | val_loss: 0.0311927 | Time: 1688.55 ms [2022-04-01 12:48:01 main:574] : INFO : Epoch 1822 | loss: 0.0311947 | val_loss: 0.0311866 | Time: 1685.04 ms [2022-04-01 12:48:03 main:574] : INFO : Epoch 1823 | loss: 0.0311899 | val_loss: 0.0311825 | Time: 1690.04 ms [2022-04-01 12:48:05 main:574] : INFO : Epoch 1824 | loss: 0.0311863 | val_loss: 0.0311797 | Time: 1694.89 ms [2022-04-01 12:48:06 main:574] : INFO : Epoch 1825 | loss: 0.0311845 | val_loss: 0.0311797 | Time: 1696.5 ms [2022-04-01 12:48:08 main:574] : INFO : Epoch 1826 | loss: 0.0311823 | val_loss: 0.0311764 | Time: 1691.96 ms [2022-04-01 12:48:10 main:574] : INFO : Epoch 1827 | loss: 0.0311798 | val_loss: 0.0311755 | Time: 1689.38 ms [2022-04-01 12:48:12 main:574] : INFO : Epoch 1828 | loss: 0.0311775 | val_loss: 0.031176 | Time: 1690.56 ms [2022-04-01 12:48:13 main:574] : INFO : Epoch 1829 | loss: 0.0311751 | val_loss: 0.0311733 | Time: 1696.81 ms [2022-04-01 12:48:15 main:574] : INFO : Epoch 1830 | loss: 0.0311719 | val_loss: 0.031171 | Time: 1687.96 ms [2022-04-01 12:48:17 main:574] : INFO : Epoch 1831 | loss: 0.0311694 | val_loss: 0.0311696 | Time: 1691.82 ms [2022-04-01 12:48:18 main:574] : INFO : Epoch 1832 | loss: 0.0311674 | val_loss: 0.0311697 | Time: 1693.84 ms [2022-04-01 12:48:20 main:574] : INFO : Epoch 1833 | loss: 0.031166 | val_loss: 0.0311671 | Time: 1705.32 ms [2022-04-01 12:48:22 main:574] : INFO : Epoch 1834 | loss: 0.0311647 | val_loss: 0.0311696 | Time: 1700.82 ms [2022-04-01 12:48:23 main:574] : INFO : Epoch 1835 | loss: 0.0311623 | val_loss: 0.0311673 | Time: 1686.24 ms [2022-04-01 12:48:25 main:574] : INFO : Epoch 1836 | loss: 0.0311608 | val_loss: 0.031165 | Time: 1690.05 ms [2022-04-01 12:48:27 main:574] : INFO : Epoch 1837 | loss: 0.0311584 | val_loss: 0.031164 | Time: 1682.83 ms [2022-04-01 12:48:29 main:574] : INFO : Epoch 1838 | loss: 0.0311564 | val_loss: 0.0311633 | Time: 1703.93 ms [2022-04-01 12:48:30 main:574] : INFO : Epoch 1839 | loss: 0.0311547 | val_loss: 0.0311615 | Time: 1703.62 ms [2022-04-01 12:48:32 main:574] : INFO : Epoch 1840 | loss: 0.0311543 | val_loss: 0.0311602 | Time: 1700.57 ms [2022-04-01 12:48:34 main:574] : INFO : Epoch 1841 | loss: 0.0311531 | val_loss: 0.0311605 | Time: 1684.49 ms [2022-04-01 12:48:35 main:574] : INFO : Epoch 1842 | loss: 0.0311519 | val_loss: 0.0311596 | Time: 1691.02 ms [2022-04-01 12:48:37 main:574] : INFO : Epoch 1843 | loss: 0.0311513 | val_loss: 0.0311574 | Time: 1700.52 ms [2022-04-01 12:48:39 main:574] : INFO : Epoch 1844 | loss: 0.0311499 | val_loss: 0.0311574 | Time: 1694.57 ms [2022-04-01 12:48:40 main:574] : INFO : Epoch 1845 | loss: 0.0311493 | val_loss: 0.031155 | Time: 1698.71 ms [2022-04-01 12:48:42 main:574] : INFO : Epoch 1846 | loss: 0.0311474 | val_loss: 0.031156 | Time: 1712.64 ms [2022-04-01 12:48:44 main:574] : INFO : Epoch 1847 | loss: 0.031147 | val_loss: 0.0311565 | Time: 1703.23 ms [2022-04-01 12:48:46 main:574] : INFO : Epoch 1848 | loss: 0.0311457 | val_loss: 0.0311557 | Time: 1688.62 ms [2022-04-01 12:48:47 main:574] : INFO : Epoch 1849 | loss: 0.0311471 | val_loss: 0.0311537 | Time: 1687.48 ms [2022-04-01 12:48:49 main:574] : INFO : Epoch 1850 | loss: 0.031144 | val_loss: 0.0311561 | Time: 1681.28 ms [2022-04-01 12:48:51 main:574] : INFO : Epoch 1851 | loss: 0.0311439 | val_loss: 0.0311577 | Time: 1705.53 ms [2022-04-01 12:48:52 main:574] : INFO : Epoch 1852 | loss: 0.0311437 | val_loss: 0.0311573 | Time: 1694.94 ms [2022-04-01 12:48:54 main:574] : INFO : Epoch 1853 | loss: 0.0311432 | val_loss: 0.0311584 | Time: 1696.6 ms [2022-04-01 12:48:56 main:574] : INFO : Epoch 1854 | loss: 0.0311438 | val_loss: 0.0311586 | Time: 1686.8 ms [2022-04-01 12:48:58 main:574] : INFO : Epoch 1855 | loss: 0.0311437 | val_loss: 0.031155 | Time: 1695.81 ms [2022-04-01 12:48:59 main:574] : INFO : Epoch 1856 | loss: 0.0311426 | val_loss: 0.0311548 | Time: 1685.13 ms [2022-04-01 12:49:01 main:574] : INFO : Epoch 1857 | loss: 0.0311421 | val_loss: 0.0311584 | Time: 1702.87 ms [2022-04-01 12:49:03 main:574] : INFO : Epoch 1858 | loss: 0.0311441 | val_loss: 0.0311586 | Time: 1692.65 ms [2022-04-01 12:49:04 main:574] : INFO : Epoch 1859 | loss: 0.0311423 | val_loss: 0.0311593 | Time: 1694.05 ms [2022-04-01 12:49:06 main:574] : INFO : Epoch 1860 | loss: 0.0311406 | val_loss: 0.031158 | Time: 1697.52 ms [2022-04-01 12:49:08 main:574] : INFO : Epoch 1861 | loss: 0.031143 | val_loss: 0.0311617 | Time: 1683.85 ms [2022-04-01 12:49:09 main:574] : INFO : Epoch 1862 | loss: 0.0311439 | val_loss: 0.0311556 | Time: 1682.4 ms [2022-04-01 12:49:11 main:574] : INFO : Epoch 1863 | loss: 0.0311427 | val_loss: 0.031162 | Time: 1690.37 ms [2022-04-01 12:49:13 main:574] : INFO : Epoch 1864 | loss: 0.0311407 | val_loss: 0.0311587 | Time: 1702.96 ms [2022-04-01 12:49:15 main:574] : INFO : Epoch 1865 | loss: 0.0311385 | val_loss: 0.031157 | Time: 1703.97 ms [2022-04-01 12:49:16 main:574] : INFO : Epoch 1866 | loss: 0.031138 | val_loss: 0.0311544 | Time: 1696.25 ms [2022-04-01 12:49:18 main:574] : INFO : Epoch 1867 | loss: 0.0311416 | val_loss: 0.0311603 | Time: 1687.33 ms [2022-04-01 12:49:20 main:574] : INFO : Epoch 1868 | loss: 0.0311409 | val_loss: 0.0311559 | Time: 1698.5 ms [2022-04-01 12:49:21 main:574] : INFO : Epoch 1869 | loss: 0.0311383 | val_loss: 0.0311567 | Time: 1688.49 ms [2022-04-01 12:49:23 main:574] : INFO : Epoch 1870 | loss: 0.0311395 | val_loss: 0.0311573 | Time: 1695.76 ms [2022-04-01 12:49:25 main:574] : INFO : Epoch 1871 | loss: 0.031138 | val_loss: 0.0311551 | Time: 1695.8 ms [2022-04-01 12:49:27 main:574] : INFO : Epoch 1872 | loss: 0.0311368 | val_loss: 0.0311584 | Time: 1713.3 ms [2022-04-01 12:49:28 main:574] : INFO : Epoch 1873 | loss: 0.0311393 | val_loss: 0.0311555 | Time: 1687.26 ms [2022-04-01 12:49:30 main:574] : INFO : Epoch 1874 | loss: 0.0311394 | val_loss: 0.0311645 | Time: 1696.71 ms [2022-04-01 12:49:32 main:574] : INFO : Epoch 1875 | loss: 0.031135 | val_loss: 0.0311576 | Time: 1694.24 ms [2022-04-01 12:49:33 main:574] : INFO : Epoch 1876 | loss: 0.0311355 | val_loss: 0.0311564 | Time: 1683.8 ms [2022-04-01 12:49:35 main:574] : INFO : Epoch 1877 | loss: 0.0311349 | val_loss: 0.0311541 | Time: 1707.33 ms [2022-04-01 12:49:37 main:574] : INFO : Epoch 1878 | loss: 0.0311336 | val_loss: 0.0311541 | Time: 1697.56 ms [2022-04-01 12:49:38 main:574] : INFO : Epoch 1879 | loss: 0.031133 | val_loss: 0.0311521 | Time: 1700.71 ms [2022-04-01 12:49:40 main:574] : INFO : Epoch 1880 | loss: 0.0311326 | val_loss: 0.0311526 | Time: 1687.82 ms [2022-04-01 12:49:42 main:574] : INFO : Epoch 1881 | loss: 0.0311302 | val_loss: 0.0311528 | Time: 1692.3 ms [2022-04-01 12:49:44 main:574] : INFO : Epoch 1882 | loss: 0.0311301 | val_loss: 0.0311507 | Time: 1695.27 ms [2022-04-01 12:49:45 main:574] : INFO : Epoch 1883 | loss: 0.0311295 | val_loss: 0.0311542 | Time: 1693.69 ms [2022-04-01 12:49:47 main:574] : INFO : Epoch 1884 | loss: 0.0311292 | val_loss: 0.0311516 | Time: 1691.67 ms [2022-04-01 12:49:49 main:574] : INFO : Epoch 1885 | loss: 0.0311287 | val_loss: 0.0311513 | Time: 1701.91 ms [2022-04-01 12:49:50 main:574] : INFO : Epoch 1886 | loss: 0.0311292 | val_loss: 0.0311516 | Time: 1701.15 ms [2022-04-01 12:49:52 main:574] : INFO : Epoch 1887 | loss: 0.0311278 | val_loss: 0.0311511 | Time: 1691.99 ms [2022-04-01 12:49:54 main:574] : INFO : Epoch 1888 | loss: 0.0311286 | val_loss: 0.0311534 | Time: 1670.41 ms [2022-04-01 12:49:55 main:574] : INFO : Epoch 1889 | loss: 0.0311311 | val_loss: 0.0311471 | Time: 1690.66 ms [2022-04-01 12:49:57 main:574] : INFO : Epoch 1890 | loss: 0.0311284 | val_loss: 0.0311519 | Time: 1692.1 ms [2022-04-01 12:49:59 main:574] : INFO : Epoch 1891 | loss: 0.0311289 | val_loss: 0.0311579 | Time: 1689.59 ms [2022-04-01 12:50:01 main:574] : INFO : Epoch 1892 | loss: 0.0311388 | val_loss: 0.0311572 | Time: 1696.58 ms [2022-04-01 12:50:02 main:574] : INFO : Epoch 1893 | loss: 0.0311454 | val_loss: 0.031156 | Time: 1690.73 ms [2022-04-01 12:50:04 main:574] : INFO : Epoch 1894 | loss: 0.0311433 | val_loss: 0.0311558 | Time: 1682.6 ms [2022-04-01 12:50:06 main:574] : INFO : Epoch 1895 | loss: 0.0311433 | val_loss: 0.0311564 | Time: 1684.71 ms [2022-04-01 12:50:07 main:574] : INFO : Epoch 1896 | loss: 0.031141 | val_loss: 0.0311562 | Time: 1703.65 ms [2022-04-01 12:50:09 main:574] : INFO : Epoch 1897 | loss: 0.0311397 | val_loss: 0.0311575 | Time: 1699.97 ms [2022-04-01 12:50:11 main:574] : INFO : Epoch 1898 | loss: 0.0311402 | val_loss: 0.0311621 | Time: 1701.42 ms [2022-04-01 12:50:13 main:574] : INFO : Epoch 1899 | loss: 0.0311384 | val_loss: 0.031158 | Time: 1694.87 ms [2022-04-01 12:50:14 main:574] : INFO : Epoch 1900 | loss: 0.0311364 | val_loss: 0.0311572 | Time: 1690.66 ms [2022-04-01 12:50:16 main:574] : INFO : Epoch 1901 | loss: 0.0311344 | val_loss: 0.0311558 | Time: 1691.87 ms [2022-04-01 12:50:18 main:574] : INFO : Epoch 1902 | loss: 0.0311345 | val_loss: 0.0311554 | Time: 1687.71 ms [2022-04-01 12:50:19 main:574] : INFO : Epoch 1903 | loss: 0.0311358 | val_loss: 0.0311555 | Time: 1695.41 ms [2022-04-01 12:50:21 main:574] : INFO : Epoch 1904 | loss: 0.0311352 | val_loss: 0.0311557 | Time: 1697.73 ms [2022-04-01 12:50:23 main:574] : INFO : Epoch 1905 | loss: 0.0311336 | val_loss: 0.0311563 | Time: 1690.95 ms [2022-04-01 12:50:24 main:574] : INFO : Epoch 1906 | loss: 0.0311358 | val_loss: 0.0311579 | Time: 1688.81 ms [2022-04-01 12:50:26 main:574] : INFO : Epoch 1907 | loss: 0.0311392 | val_loss: 0.0311541 | Time: 1692.94 ms [2022-04-01 12:50:28 main:574] : INFO : Epoch 1908 | loss: 0.0311373 | val_loss: 0.0311616 | Time: 1695.21 ms [2022-04-01 12:50:30 main:574] : INFO : Epoch 1909 | loss: 0.0311345 | val_loss: 0.0311537 | Time: 1696.18 ms [2022-04-01 12:50:31 main:574] : INFO : Epoch 1910 | loss: 0.031133 | val_loss: 0.0311515 | Time: 1699.62 ms [2022-04-01 12:50:33 main:574] : INFO : Epoch 1911 | loss: 0.0311323 | val_loss: 0.031152 | Time: 1693.46 ms [2022-04-01 12:50:35 main:574] : INFO : Epoch 1912 | loss: 0.0311319 | val_loss: 0.0311516 | Time: 1688.53 ms [2022-04-01 12:50:36 main:574] : INFO : Epoch 1913 | loss: 0.0311334 | val_loss: 0.0311543 | Time: 1687.89 ms [2022-04-01 12:50:38 main:574] : INFO : Epoch 1914 | loss: 0.0311358 | val_loss: 0.0311594 | Time: 1689.41 ms [2022-04-01 12:50:40 main:574] : INFO : Epoch 1915 | loss: 0.0311326 | val_loss: 0.0311568 | Time: 1688.67 ms [2022-04-01 12:50:41 main:574] : INFO : Epoch 1916 | loss: 0.0311301 | val_loss: 0.0311542 | Time: 1696.37 ms [2022-04-01 12:50:43 main:574] : INFO : Epoch 1917 | loss: 0.031129 | val_loss: 0.0311534 | Time: 1694.44 ms [2022-04-01 12:50:45 main:574] : INFO : Epoch 1918 | loss: 0.0311271 | val_loss: 0.0311531 | Time: 1686.61 ms [2022-04-01 12:50:47 main:574] : INFO : Epoch 1919 | loss: 0.0311286 | val_loss: 0.0311543 | Time: 1685.81 ms [2022-04-01 12:50:48 main:574] : INFO : Epoch 1920 | loss: 0.0311268 | val_loss: 0.0311553 | Time: 1690.58 ms [2022-04-01 12:50:50 main:574] : INFO : Epoch 1921 | loss: 0.031132 | val_loss: 0.0311517 | Time: 1691.26 ms [2022-04-01 12:50:52 main:574] : INFO : Epoch 1922 | loss: 0.0311317 | val_loss: 0.0311524 | Time: 1692.8 ms [2022-04-01 12:50:53 main:574] : INFO : Epoch 1923 | loss: 0.031132 | val_loss: 0.0311529 | Time: 1702.93 ms [2022-04-01 12:50:55 main:574] : INFO : Epoch 1924 | loss: 0.0311277 | val_loss: 0.0311557 | Time: 1698.65 ms [2022-04-01 12:50:57 main:574] : INFO : Epoch 1925 | loss: 0.0311276 | val_loss: 0.0311539 | Time: 1695.83 ms [2022-04-01 12:50:59 main:574] : INFO : Epoch 1926 | loss: 0.0311253 | val_loss: 0.0311512 | Time: 1685.11 ms [2022-04-01 12:51:00 main:574] : INFO : Epoch 1927 | loss: 0.0311241 | val_loss: 0.0311543 | Time: 1691.97 ms [2022-04-01 12:51:02 main:574] : INFO : Epoch 1928 | loss: 0.0311286 | val_loss: 0.0311569 | Time: 1682.21 ms [2022-04-01 12:51:04 main:574] : INFO : Epoch 1929 | loss: 0.031136 | val_loss: 0.0311539 | Time: 1700.83 ms [2022-04-01 12:51:05 main:574] : INFO : Epoch 1930 | loss: 0.0311329 | val_loss: 0.0311549 | Time: 1692.52 ms [2022-04-01 12:51:07 main:574] : INFO : Epoch 1931 | loss: 0.0311311 | val_loss: 0.0311517 | Time: 1686.96 ms [2022-04-01 12:51:09 main:574] : INFO : Epoch 1932 | loss: 0.0311334 | val_loss: 0.031154 | Time: 1687.76 ms [2022-04-01 12:51:10 main:574] : INFO : Epoch 1933 | loss: 0.0311311 | val_loss: 0.0311529 | Time: 1688.8 ms [2022-04-01 12:51:12 main:574] : INFO : Epoch 1934 | loss: 0.0311275 | val_loss: 0.0311565 | Time: 1693.6 ms [2022-04-01 12:51:14 main:574] : INFO : Epoch 1935 | loss: 0.0311273 | val_loss: 0.0311537 | Time: 1707.19 ms [2022-04-01 12:51:16 main:574] : INFO : Epoch 1936 | loss: 0.0311311 | val_loss: 0.0311509 | Time: 1704 ms [2022-04-01 12:51:17 main:574] : INFO : Epoch 1937 | loss: 0.0311256 | val_loss: 0.0311514 | Time: 1695.39 ms [2022-04-01 12:51:19 main:574] : INFO : Epoch 1938 | loss: 0.0311245 | val_loss: 0.0311527 | Time: 1695.37 ms [2022-04-01 12:51:21 main:574] : INFO : Epoch 1939 | loss: 0.0311255 | val_loss: 0.0311539 | Time: 1684.85 ms [2022-04-01 12:51:22 main:574] : INFO : Epoch 1940 | loss: 0.0311286 | val_loss: 0.0311567 | Time: 1686.83 ms [2022-04-01 12:51:24 main:574] : INFO : Epoch 1941 | loss: 0.0311272 | val_loss: 0.0311579 | Time: 1692.54 ms [2022-04-01 12:51:26 main:574] : INFO : Epoch 1942 | loss: 0.0311262 | val_loss: 0.0311562 | Time: 1699.32 ms [2022-04-01 12:51:28 main:574] : INFO : Epoch 1943 | loss: 0.0311261 | val_loss: 0.0311543 | Time: 1774.63 ms [2022-04-01 12:51:30 main:574] : INFO : Epoch 1944 | loss: 0.0311263 | val_loss: 0.0311595 | Time: 2292.29 ms [2022-04-01 12:51:32 main:574] : INFO : Epoch 1945 | loss: 0.0311257 | val_loss: 0.0311583 | Time: 1757.71 ms [2022-04-01 12:51:44 main:574] : INFO : Epoch 1946 | loss: 0.031123 | val_loss: 0.0311557 | Time: 11855.1 ms [2022-04-01 12:51:45 main:574] : INFO : Epoch 1947 | loss: 0.0311226 | val_loss: 0.0311619 | Time: 1701.32 ms [2022-04-01 12:51:47 main:574] : INFO : Epoch 1948 | loss: 0.0311229 | val_loss: 0.0311545 | Time: 1686.58 ms [2022-04-01 12:51:49 main:574] : INFO : Epoch 1949 | loss: 0.0311229 | val_loss: 0.0311568 | Time: 1692.6 ms [2022-04-01 12:51:50 main:574] : INFO : Epoch 1950 | loss: 0.0311228 | val_loss: 0.0311594 | Time: 1688.12 ms [2022-04-01 12:51:52 main:574] : INFO : Epoch 1951 | loss: 0.0311209 | val_loss: 0.0311566 | Time: 1687.83 ms [2022-04-01 12:51:54 main:574] : INFO : Epoch 1952 | loss: 0.0311202 | val_loss: 0.0311559 | Time: 1689.73 ms [2022-04-01 12:51:56 main:574] : INFO : Epoch 1953 | loss: 0.0311225 | val_loss: 0.0311586 | Time: 1702.28 ms [2022-04-01 12:51:57 main:574] : INFO : Epoch 1954 | loss: 0.0311223 | val_loss: 0.0311615 | Time: 1693.95 ms [2022-04-01 12:51:59 main:574] : INFO : Epoch 1955 | loss: 0.0311251 | val_loss: 0.0311605 | Time: 1696.72 ms [2022-04-01 12:52:01 main:574] : INFO : Epoch 1956 | loss: 0.0311224 | val_loss: 0.0311567 | Time: 1686.66 ms [2022-04-01 12:52:02 main:574] : INFO : Epoch 1957 | loss: 0.0311273 | val_loss: 0.0311559 | Time: 1684.24 ms [2022-04-01 12:52:04 main:574] : INFO : Epoch 1958 | loss: 0.0311249 | val_loss: 0.0311577 | Time: 1696.78 ms [2022-04-01 12:52:06 main:574] : INFO : Epoch 1959 | loss: 0.0311277 | val_loss: 0.0311601 | Time: 1700.36 ms [2022-04-01 12:52:07 main:574] : INFO : Epoch 1960 | loss: 0.031127 | val_loss: 0.0311543 | Time: 1687.2 ms [2022-04-01 12:52:09 main:574] : INFO : Epoch 1961 | loss: 0.0311262 | val_loss: 0.0311574 | Time: 1686.9 ms [2022-04-01 12:52:11 main:574] : INFO : Epoch 1962 | loss: 0.0311269 | val_loss: 0.0311515 | Time: 1698.36 ms [2022-04-01 12:52:13 main:574] : INFO : Epoch 1963 | loss: 0.0311243 | val_loss: 0.0311542 | Time: 1697.84 ms [2022-04-01 12:52:14 main:574] : INFO : Epoch 1964 | loss: 0.0311208 | val_loss: 0.0311522 | Time: 1692.8 ms [2022-04-01 12:52:16 main:574] : INFO : Epoch 1965 | loss: 0.0311188 | val_loss: 0.0311535 | Time: 1700.83 ms [2022-04-01 12:52:18 main:574] : INFO : Epoch 1966 | loss: 0.0311197 | val_loss: 0.0311519 | Time: 1689.64 ms [2022-04-01 12:52:19 main:574] : INFO : Epoch 1967 | loss: 0.0311236 | val_loss: 0.0311493 | Time: 1691.44 ms [2022-04-01 12:52:21 main:574] : INFO : Epoch 1968 | loss: 0.0311241 | val_loss: 0.0311597 | Time: 1685.66 ms [2022-04-01 12:52:23 main:574] : INFO : Epoch 1969 | loss: 0.0311303 | val_loss: 0.0311521 | Time: 1689.16 ms [2022-04-01 12:52:24 main:574] : INFO : Epoch 1970 | loss: 0.031125 | val_loss: 0.0311525 | Time: 1688.69 ms [2022-04-01 12:52:26 main:574] : INFO : Epoch 1971 | loss: 0.0311231 | val_loss: 0.0311552 | Time: 1694.23 ms [2022-04-01 12:52:28 main:574] : INFO : Epoch 1972 | loss: 0.0311204 | val_loss: 0.0311554 | Time: 1719.56 ms [2022-04-01 12:52:30 main:574] : INFO : Epoch 1973 | loss: 0.0311194 | val_loss: 0.0311502 | Time: 1699.85 ms [2022-04-01 12:52:31 main:574] : INFO : Epoch 1974 | loss: 0.0311227 | val_loss: 0.0311512 | Time: 1685.84 ms [2022-04-01 12:52:33 main:574] : INFO : Epoch 1975 | loss: 0.0311218 | val_loss: 0.0311482 | Time: 1691.02 ms [2022-04-01 12:52:35 main:574] : INFO : Epoch 1976 | loss: 0.0311204 | val_loss: 0.0311521 | Time: 1686.89 ms [2022-04-01 12:52:36 main:574] : INFO : Epoch 1977 | loss: 0.0311214 | val_loss: 0.0311566 | Time: 1690.67 ms [2022-04-01 12:52:38 main:574] : INFO : Epoch 1978 | loss: 0.0311233 | val_loss: 0.0311485 | Time: 1693.74 ms [2022-04-01 12:52:40 main:574] : INFO : Epoch 1979 | loss: 0.0311216 | val_loss: 0.0311512 | Time: 1700.94 ms [2022-04-01 12:52:42 main:574] : INFO : Epoch 1980 | loss: 0.0311187 | val_loss: 0.0311512 | Time: 1688.56 ms [2022-04-01 12:52:43 main:574] : INFO : Epoch 1981 | loss: 0.0311198 | val_loss: 0.0311515 | Time: 1684.79 ms [2022-04-01 12:52:45 main:574] : INFO : Epoch 1982 | loss: 0.0311168 | val_loss: 0.0311539 | Time: 1687.08 ms [2022-04-01 12:52:47 main:574] : INFO : Epoch 1983 | loss: 0.0311181 | val_loss: 0.0311566 | Time: 1691.37 ms [2022-04-01 12:52:48 main:574] : INFO : Epoch 1984 | loss: 0.0311175 | val_loss: 0.0311591 | Time: 1691.74 ms [2022-04-01 12:52:50 main:574] : INFO : Epoch 1985 | loss: 0.0311225 | val_loss: 0.0311564 | Time: 1703.46 ms [2022-04-01 12:52:52 main:574] : INFO : Epoch 1986 | loss: 0.0311235 | val_loss: 0.0311541 | Time: 1696.38 ms [2022-04-01 12:52:53 main:574] : INFO : Epoch 1987 | loss: 0.0311225 | val_loss: 0.031154 | Time: 1703.45 ms [2022-04-01 12:52:55 main:574] : INFO : Epoch 1988 | loss: 0.0311189 | val_loss: 0.0311496 | Time: 1679.36 ms [2022-04-01 12:52:57 main:574] : INFO : Epoch 1989 | loss: 0.0311187 | val_loss: 0.0311513 | Time: 1681.39 ms [2022-04-01 12:52:59 main:574] : INFO : Epoch 1990 | loss: 0.031121 | val_loss: 0.0311516 | Time: 1701.42 ms [2022-04-01 12:53:00 main:574] : INFO : Epoch 1991 | loss: 0.0311205 | val_loss: 0.0311528 | Time: 1691.04 ms [2022-04-01 12:53:02 main:574] : INFO : Epoch 1992 | loss: 0.0311192 | val_loss: 0.0311531 | Time: 1697.85 ms [2022-04-01 12:53:04 main:574] : INFO : Epoch 1993 | loss: 0.0311187 | val_loss: 0.0311516 | Time: 1683.66 ms [2022-04-01 12:53:05 main:574] : INFO : Epoch 1994 | loss: 0.0311169 | val_loss: 0.0311507 | Time: 1693.91 ms [2022-04-01 12:53:07 main:574] : INFO : Epoch 1995 | loss: 0.0311207 | val_loss: 0.0311521 | Time: 1686.53 ms [2022-04-01 12:53:09 main:574] : INFO : Epoch 1996 | loss: 0.0311332 | val_loss: 0.031155 | Time: 1696.36 ms [2022-04-01 12:53:10 main:574] : INFO : Epoch 1997 | loss: 0.0311273 | val_loss: 0.0311514 | Time: 1694.54 ms [2022-04-01 12:53:12 main:574] : INFO : Epoch 1998 | loss: 0.0311238 | val_loss: 0.0311549 | Time: 1698.43 ms [2022-04-01 12:53:14 main:574] : INFO : Epoch 1999 | loss: 0.0311245 | val_loss: 0.0311538 | Time: 1686.69 ms [2022-04-01 12:53:16 main:574] : INFO : Epoch 2000 | loss: 0.03112 | val_loss: 0.0311497 | Time: 1688.21 ms [2022-04-01 12:53:17 main:574] : INFO : Epoch 2001 | loss: 0.0311179 | val_loss: 0.0311491 | Time: 1689.88 ms [2022-04-01 12:53:19 main:574] : INFO : Epoch 2002 | loss: 0.0311176 | val_loss: 0.0311497 | Time: 1687.68 ms [2022-04-01 12:53:21 main:574] : INFO : Epoch 2003 | loss: 0.0311219 | val_loss: 0.0311533 | Time: 1693.33 ms [2022-04-01 12:53:22 main:574] : INFO : Epoch 2004 | loss: 0.031123 | val_loss: 0.031149 | Time: 1695.86 ms [2022-04-01 12:53:24 main:574] : INFO : Epoch 2005 | loss: 0.0311199 | val_loss: 0.0311538 | Time: 1700.72 ms [2022-04-01 12:53:26 main:574] : INFO : Epoch 2006 | loss: 0.0311202 | val_loss: 0.0311492 | Time: 1694.77 ms [2022-04-01 12:53:27 main:574] : INFO : Epoch 2007 | loss: 0.0311185 | val_loss: 0.0311523 | Time: 1690.14 ms [2022-04-01 12:53:29 main:574] : INFO : Epoch 2008 | loss: 0.0311162 | val_loss: 0.0311515 | Time: 1688.74 ms [2022-04-01 12:53:31 main:574] : INFO : Epoch 2009 | loss: 0.0311163 | val_loss: 0.0311576 | Time: 1684.66 ms [2022-04-01 12:53:33 main:574] : INFO : Epoch 2010 | loss: 0.0311165 | val_loss: 0.0311553 | Time: 1706.46 ms [2022-04-01 12:53:34 main:574] : INFO : Epoch 2011 | loss: 0.0311158 | val_loss: 0.0311552 | Time: 1701.76 ms [2022-04-01 12:53:36 main:574] : INFO : Epoch 2012 | loss: 0.0311158 | val_loss: 0.0311572 | Time: 1693.34 ms [2022-04-01 12:53:38 main:574] : INFO : Epoch 2013 | loss: 0.031115 | val_loss: 0.0311525 | Time: 1682.12 ms [2022-04-01 12:53:39 main:574] : INFO : Epoch 2014 | loss: 0.0311158 | val_loss: 0.0311549 | Time: 1697.37 ms [2022-04-01 12:53:41 main:574] : INFO : Epoch 2015 | loss: 0.0311196 | val_loss: 0.0311513 | Time: 1683.8 ms [2022-04-01 12:53:43 main:574] : INFO : Epoch 2016 | loss: 0.0311145 | val_loss: 0.0311524 | Time: 1699.1 ms [2022-04-01 12:53:45 main:574] : INFO : Epoch 2017 | loss: 0.0311155 | val_loss: 0.0311519 | Time: 1701.53 ms [2022-04-01 12:53:46 main:574] : INFO : Epoch 2018 | loss: 0.0311171 | val_loss: 0.0311522 | Time: 1690.08 ms [2022-04-01 12:53:48 main:574] : INFO : Epoch 2019 | loss: 0.0311148 | val_loss: 0.0311529 | Time: 1692.39 ms [2022-04-01 12:53:50 main:574] : INFO : Epoch 2020 | loss: 0.0311178 | val_loss: 0.0311518 | Time: 1678.79 ms [2022-04-01 12:53:51 main:574] : INFO : Epoch 2021 | loss: 0.0311159 | val_loss: 0.0311503 | Time: 1680.39 ms [2022-04-01 12:53:53 main:574] : INFO : Epoch 2022 | loss: 0.0311152 | val_loss: 0.0311502 | Time: 1690.53 ms [2022-04-01 12:53:55 main:574] : INFO : Epoch 2023 | loss: 0.031116 | val_loss: 0.0311482 | Time: 1684.86 ms [2022-04-01 12:53:56 main:574] : INFO : Epoch 2024 | loss: 0.0311142 | val_loss: 0.0311476 | Time: 1692.83 ms [2022-04-01 12:53:58 main:574] : INFO : Epoch 2025 | loss: 0.0311148 | val_loss: 0.0311519 | Time: 1698.77 ms [2022-04-01 12:54:00 main:574] : INFO : Epoch 2026 | loss: 0.0311121 | val_loss: 0.0311561 | Time: 1690.15 ms [2022-04-01 12:54:02 main:574] : INFO : Epoch 2027 | loss: 0.0311107 | val_loss: 0.0311499 | Time: 1698.68 ms [2022-04-01 12:54:03 main:574] : INFO : Epoch 2028 | loss: 0.0311112 | val_loss: 0.0311506 | Time: 1698.55 ms [2022-04-01 12:54:05 main:574] : INFO : Epoch 2029 | loss: 0.0311115 | val_loss: 0.0311493 | Time: 1701.19 ms [2022-04-01 12:54:07 main:574] : INFO : Epoch 2030 | loss: 0.0311126 | val_loss: 0.0311533 | Time: 1702.56 ms [2022-04-01 12:54:08 main:574] : INFO : Epoch 2031 | loss: 0.0311151 | val_loss: 0.031158 | Time: 1695.97 ms [2022-04-01 12:54:10 main:574] : INFO : Epoch 2032 | loss: 0.0311135 | val_loss: 0.031155 | Time: 1696.82 ms [2022-04-01 12:54:12 main:574] : INFO : Epoch 2033 | loss: 0.0311119 | val_loss: 0.0311522 | Time: 1688.43 ms [2022-04-01 12:54:13 main:574] : INFO : Epoch 2034 | loss: 0.031109 | val_loss: 0.0311528 | Time: 1691.82 ms [2022-04-01 12:54:15 main:574] : INFO : Epoch 2035 | loss: 0.0311085 | val_loss: 0.0311506 | Time: 1696.23 ms [2022-04-01 12:54:17 main:574] : INFO : Epoch 2036 | loss: 0.0311106 | val_loss: 0.0311534 | Time: 1708.02 ms [2022-04-01 12:54:19 main:574] : INFO : Epoch 2037 | loss: 0.0311099 | val_loss: 0.0311526 | Time: 1705.05 ms [2022-04-01 12:54:20 main:574] : INFO : Epoch 2038 | loss: 0.0311112 | val_loss: 0.0311556 | Time: 1688.72 ms [2022-04-01 12:54:22 main:574] : INFO : Epoch 2039 | loss: 0.0311153 | val_loss: 0.0311512 | Time: 1693.23 ms [2022-04-01 12:54:24 main:574] : INFO : Epoch 2040 | loss: 0.0311128 | val_loss: 0.0311467 | Time: 1695.48 ms [2022-04-01 12:54:25 main:574] : INFO : Epoch 2041 | loss: 0.0311113 | val_loss: 0.031149 | Time: 1689.41 ms [2022-04-01 12:54:27 main:574] : INFO : Epoch 2042 | loss: 0.0311099 | val_loss: 0.0311522 | Time: 1696.26 ms [2022-04-01 12:54:29 main:574] : INFO : Epoch 2043 | loss: 0.0311118 | val_loss: 0.0311498 | Time: 1694.69 ms [2022-04-01 12:54:31 main:574] : INFO : Epoch 2044 | loss: 0.0311088 | val_loss: 0.0311532 | Time: 1695.62 ms [2022-04-01 12:54:32 main:574] : INFO : Epoch 2045 | loss: 0.0311108 | val_loss: 0.03115 | Time: 1699.11 ms [2022-04-01 12:54:34 main:574] : INFO : Epoch 2046 | loss: 0.0311137 | val_loss: 0.0311556 | Time: 1698.83 ms [2022-04-01 12:54:36 main:574] : INFO : Epoch 2047 | loss: 0.0311143 | val_loss: 0.0311465 | Time: 1694.4 ms [2022-04-01 12:54:37 main:574] : INFO : Epoch 2048 | loss: 0.0311109 | val_loss: 0.031145 | Time: 1697.92 ms [2022-04-01 12:54:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031145 [2022-04-01 12:54:37 main:603] : INFO : Saving end state to config to file [2022-04-01 12:54:37 main:608] : INFO : Success, exiting.. 12:54:37 (13104): 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)