Task 7631850
| Name | ParityModified-1631734183-20412-1_1 |
| Workunit | 5153536 |
| Created | 27 Sep 2021, 6:03:41 UTC |
| Sent | 27 Sep 2021, 7:03:09 UTC |
| Report deadline | 4 Oct 2021, 7:03:09 UTC |
| Received | 27 Sep 2021, 21:52:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 54 min 36 sec |
| CPU time | 54 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310218 | val_loss: 0.0312523 | Time: 1516.68 ms
[2021-09-27 16:39:53 main:574] : INFO : Epoch 1543 | loss: 0.031022 | val_loss: 0.0312802 | Time: 1486.2 ms
[2021-09-27 16:39:54 main:574] : INFO : Epoch 1544 | loss: 0.0310163 | val_loss: 0.0312659 | Time: 1480.74 ms
[2021-09-27 16:39:56 main:574] : INFO : Epoch 1545 | loss: 0.0310104 | val_loss: 0.0312732 | Time: 1493.82 ms
[2021-09-27 16:39:57 main:574] : INFO : Epoch 1546 | loss: 0.0310156 | val_loss: 0.031271 | Time: 1512.13 ms
[2021-09-27 16:39:59 main:574] : INFO : Epoch 1547 | loss: 0.0310295 | val_loss: 0.031277 | Time: 1511.02 ms
[2021-09-27 16:40:00 main:574] : INFO : Epoch 1548 | loss: 0.0310203 | val_loss: 0.0312869 | Time: 1513.41 ms
[2021-09-27 16:40:02 main:574] : INFO : Epoch 1549 | loss: 0.0310122 | val_loss: 0.0312726 | Time: 1432.08 ms
[2021-09-27 16:40:03 main:574] : INFO : Epoch 1550 | loss: 0.0310287 | val_loss: 0.0312603 | Time: 1481.22 ms
[2021-09-27 16:40:05 main:574] : INFO : Epoch 1551 | loss: 0.0310195 | val_loss: 0.0312736 | Time: 1494.35 ms
[2021-09-27 16:40:06 main:574] : INFO : Epoch 1552 | loss: 0.0310122 | val_loss: 0.0313037 | Time: 1475.11 ms
[2021-09-27 16:40:07 main:574] : INFO : Epoch 1553 | loss: 0.0310149 | val_loss: 0.0312616 | Time: 1460.38 ms
[2021-09-27 16:40:09 main:574] : INFO : Epoch 1554 | loss: 0.0310263 | val_loss: 0.0312564 | Time: 1483.53 ms
[2021-09-27 16:40:10 main:574] : INFO : Epoch 1555 | loss: 0.031022 | val_loss: 0.0312478 | Time: 1452.79 ms
[2021-09-27 16:40:12 main:574] : INFO : Epoch 1556 | loss: 0.0310115 | val_loss: 0.0312642 | Time: 1515.17 ms
[2021-09-27 16:40:13 main:574] : INFO : Epoch 1557 | loss: 0.0310077 | val_loss: 0.0312769 | Time: 1472.06 ms
[2021-09-27 16:40:15 main:574] : INFO : Epoch 1558 | loss: 0.031011 | val_loss: 0.0312784 | Time: 1531.33 ms
[2021-09-27 16:40:16 main:574] : INFO : Epoch 1559 | loss: 0.031013 | val_loss: 0.031264 | Time: 1490.05 ms
[2021-09-27 16:40:18 main:574] : INFO : Epoch 1560 | loss: 0.0310209 | val_loss: 0.0312537 | Time: 1499.29 ms
[2021-09-27 16:40:19 main:574] : INFO : Epoch 1561 | loss: 0.0310264 | val_loss: 0.0312533 | Time: 1521.03 ms
[2021-09-27 16:40:21 main:574] : INFO : Epoch 1562 | loss: 0.0310258 | val_loss: 0.031298 | Time: 1541.79 ms
[2021-09-27 16:40:23 main:574] : INFO : Epoch 1563 | loss: 0.0310267 | val_loss: 0.0312632 | Time: 1505.51 ms
[2021-09-27 16:40:24 main:574] : INFO : Epoch 1564 | loss: 0.0310243 | val_loss: 0.0312576 | Time: 1486.83 ms
[2021-09-27 16:40:26 main:574] : INFO : Epoch 1565 | loss: 0.0310137 | val_loss: 0.0312615 | Time: 1466.2 ms
[2021-09-27 16:40:27 main:574] : INFO : Epoch 1566 | loss: 0.0310212 | val_loss: 0.0312471 | Time: 1480.25 ms
[2021-09-27 16:40:28 main:574] : INFO : Epoch 1567 | loss: 0.031021 | val_loss: 0.03125 | Time: 1477.07 ms
[2021-09-27 16:40:30 main:574] : INFO : Epoch 1568 | loss: 0.0310187 | val_loss: 0.0312929 | Time: 1494.94 ms
[2021-09-27 16:40:31 main:574] : INFO : Epoch 1569 | loss: 0.0310137 | val_loss: 0.0312883 | Time: 1507.27 ms
[2021-09-27 16:40:33 main:574] : INFO : Epoch 1570 | loss: 0.0310163 | val_loss: 0.0312771 | Time: 1490.57 ms
[2021-09-27 16:40:34 main:574] : INFO : Epoch 1571 | loss: 0.0310195 | val_loss: 0.03127 | Time: 1496.9 ms
[2021-09-27 16:40:36 main:574] : INFO : Epoch 1572 | loss: 0.0310249 | val_loss: 0.0312671 | Time: 1484.99 ms
[2021-09-27 16:40:37 main:574] : INFO : Epoch 1573 | loss: 0.0310153 | val_loss: 0.0312902 | Time: 1507 ms
[2021-09-27 16:40:39 main:574] : INFO : Epoch 1574 | loss: 0.0310139 | val_loss: 0.0312371 | Time: 1504.07 ms
[2021-09-27 16:40:40 main:574] : INFO : Epoch 1575 | loss: 0.0310157 | val_loss: 0.0312766 | Time: 1487.54 ms
[2021-09-27 16:40:42 main:574] : INFO : Epoch 1576 | loss: 0.0310254 | val_loss: 0.0312549 | Time: 1624.77 ms
[2021-09-27 16:40:44 main:574] : INFO : Epoch 1577 | loss: 0.0310415 | val_loss: 0.0312399 | Time: 1518.27 ms
[2021-09-27 16:40:45 main:574] : INFO : Epoch 1578 | loss: 0.0310366 | val_loss: 0.0312779 | Time: 1482.33 ms
[2021-09-27 16:40:47 main:574] : INFO : Epoch 1579 | loss: 0.0310314 | val_loss: 0.0312675 | Time: 1499.98 ms
[2021-09-27 16:40:48 main:574] : INFO : Epoch 1580 | loss: 0.0310217 | val_loss: 0.0312597 | Time: 1509.4 ms
[2021-09-27 16:40:50 main:574] : INFO : Epoch 1581 | loss: 0.0310188 | val_loss: 0.0312807 | Time: 1494.33 ms
[2021-09-27 16:40:51 main:574] : INFO : Epoch 1582 | loss: 0.0310219 | val_loss: 0.0312706 | Time: 1487.25 ms
[2021-09-27 16:40:53 main:574] : INFO : Epoch 1583 | loss: 0.0310183 | val_loss: 0.0312615 | Time: 1449.61 ms
[2021-09-27 16:40:54 main:574] : INFO : Epoch 1584 | loss: 0.0310179 | val_loss: 0.0312688 | Time: 1524.06 ms
[2021-09-27 16:40:56 main:574] : INFO : Epoch 1585 | loss: 0.0310196 | val_loss: 0.0312582 | Time: 1485.37 ms
[2021-09-27 16:40:57 main:574] : INFO : Epoch 1586 | loss: 0.0310236 | val_loss: 0.0312865 | Time: 1472.49 ms
[2021-09-27 16:40:59 main:574] : INFO : Epoch 1587 | loss: 0.0310192 | val_loss: 0.0312852 | Time: 1482.32 ms
[2021-09-27 16:41:00 main:574] : INFO : Epoch 1588 | loss: 0.0310146 | val_loss: 0.0312546 | Time: 1528.76 ms
[2021-09-27 16:41:02 main:574] : INFO : Epoch 1589 | loss: 0.0310188 | val_loss: 0.0312735 | Time: 1511.59 ms
[2021-09-27 16:41:03 main:574] : INFO : Epoch 1590 | loss: 0.0310149 | val_loss: 0.0312478 | Time: 1534.97 ms
[2021-09-27 16:41:05 main:574] : INFO : Epoch 1591 | loss: 0.0310182 | val_loss: 0.0312538 | Time: 1498.58 ms
[2021-09-27 16:41:06 main:574] : INFO : Epoch 1592 | loss: 0.0310172 | val_loss: 0.0312774 | Time: 1506.38 ms
[2021-09-27 16:41:08 main:574] : INFO : Epoch 1593 | loss: 0.0310107 | val_loss: 0.0312806 | Time: 1443.75 ms
[2021-09-27 16:41:09 main:574] : INFO : Epoch 1594 | loss: 0.0310077 | val_loss: 0.0312752 | Time: 1492.45 ms
[2021-09-27 16:41:11 main:574] : INFO : Epoch 1595 | loss: 0.0310079 | val_loss: 0.0312788 | Time: 1492.86 ms
[2021-09-27 16:41:12 main:574] : INFO : Epoch 1596 | loss: 0.0310214 | val_loss: 0.0312656 | Time: 1464.46 ms
[2021-09-27 16:41:14 main:574] : INFO : Epoch 1597 | loss: 0.0310179 | val_loss: 0.0312833 | Time: 1505.79 ms
[2021-09-27 16:41:15 main:574] : INFO : Epoch 1598 | loss: 0.0310242 | val_loss: 0.031256 | Time: 1552.91 ms
[2021-09-27 16:41:17 main:574] : INFO : Epoch 1599 | loss: 0.0310211 | val_loss: 0.0312884 | Time: 1523.89 ms
[2021-09-27 16:41:18 main:574] : INFO : Epoch 1600 | loss: 0.0310146 | val_loss: 0.0312759 | Time: 1462.96 ms
[2021-09-27 16:41:20 main:574] : INFO : Epoch 1601 | loss: 0.0310318 | val_loss: 0.0312552 | Time: 1476.8 ms
[2021-09-27 16:41:21 main:574] : INFO : Epoch 1602 | loss: 0.0310293 | val_loss: 0.0312551 | Time: 1496.53 ms
[2021-09-27 16:41:23 main:574] : INFO : Epoch 1603 | loss: 0.0310325 | val_loss: 0.0312613 | Time: 1506.18 ms
[2021-09-27 16:41:24 main:574] : INFO : Epoch 1604 | loss: 0.031029 | val_loss: 0.031237 | Time: 1483.92 ms
[2021-09-27 16:41:26 main:574] : INFO : Epoch 1605 | loss: 0.0310347 | val_loss: 0.0312562 | Time: 1505.57 ms
[2021-09-27 16:41:27 main:574] : INFO : Epoch 1606 | loss: 0.0310238 | val_loss: 0.0312823 | Time: 1494.8 ms
[2021-09-27 16:41:29 main:574] : INFO : Epoch 1607 | loss: 0.0310186 | val_loss: 0.0312418 | Time: 1499.73 ms
[2021-09-27 16:41:30 main:574] : INFO : Epoch 1608 | loss: 0.0310222 | val_loss: 0.0312702 | Time: 1482.16 ms
[2021-09-27 16:41:32 main:574] : INFO : Epoch 1609 | loss: 0.0310127 | val_loss: 0.0312665 | Time: 1492.98 ms
[2021-09-27 16:41:33 main:574] : INFO : Epoch 1610 | loss: 0.0310174 | val_loss: 0.0312968 | Time: 1542.13 ms
[2021-09-27 16:41:35 main:574] : INFO : Epoch 1611 | loss: 0.0310179 | val_loss: 0.0312688 | Time: 1467.41 ms
[2021-09-27 16:41:36 main:574] : INFO : Epoch 1612 | loss: 0.0310192 | val_loss: 0.0312547 | Time: 1484.22 ms
[2021-09-27 16:41:38 main:574] : INFO : Epoch 1613 | loss: 0.0310206 | val_loss: 0.0312552 | Time: 1482.47 ms
[2021-09-27 16:41:39 main:574] : INFO : Epoch 1614 | loss: 0.0310423 | val_loss: 0.0312649 | Time: 1451.37 ms
[2021-09-27 16:41:41 main:574] : INFO : Epoch 1615 | loss: 0.0310184 | val_loss: 0.0312578 | Time: 1509.63 ms
[2021-09-27 16:41:42 main:574] : INFO : Epoch 1616 | loss: 0.0310137 | val_loss: 0.0312614 | Time: 1519 ms
[2021-09-27 16:41:44 main:574] : INFO : Epoch 1617 | loss: 0.0310113 | val_loss: 0.0312584 | Time: 1470.1 ms
[2021-09-27 16:41:45 main:574] : INFO : Epoch 1618 | loss: 0.0310246 | val_loss: 0.0312849 | Time: 1479.6 ms
[2021-09-27 16:41:47 main:574] : INFO : Epoch 1619 | loss: 0.0310116 | val_loss: 0.0312539 | Time: 1512.79 ms
[2021-09-27 16:41:48 main:574] : INFO : Epoch 1620 | loss: 0.0310204 | val_loss: 0.0312511 | Time: 1495.38 ms
[2021-09-27 16:41:50 main:574] : INFO : Epoch 1621 | loss: 0.0310088 | val_loss: 0.0312653 | Time: 1527.72 ms
[2021-09-27 16:41:51 main:574] : INFO : Epoch 1622 | loss: 0.0310174 | val_loss: 0.031273 | Time: 1480.49 ms
[2021-09-27 16:41:53 main:574] : INFO : Epoch 1623 | loss: 0.0310199 | val_loss: 0.0312703 | Time: 1494.3 ms
[2021-09-27 16:41:54 main:574] : INFO : Epoch 1624 | loss: 0.0310247 | val_loss: 0.031265 | Time: 1487.72 ms
[2021-09-27 16:41:56 main:574] : INFO : Epoch 1625 | loss: 0.0310281 | val_loss: 0.0312563 | Time: 1506.03 ms
[2021-09-27 16:41:57 main:574] : INFO : Epoch 1626 | loss: 0.0310205 | val_loss: 0.0312469 | Time: 1459.33 ms
[2021-09-27 16:41:59 main:574] : INFO : Epoch 1627 | loss: 0.031024 | val_loss: 0.0312461 | Time: 1470.45 ms
[2021-09-27 16:42:00 main:574] : INFO : Epoch 1628 | loss: 0.0310245 | val_loss: 0.0312825 | Time: 1459.46 ms
[2021-09-27 16:42:02 main:574] : INFO : Epoch 1629 | loss: 0.0310226 | val_loss: 0.0312797 | Time: 1480.09 ms
[2021-09-27 16:42:03 main:574] : INFO : Epoch 1630 | loss: 0.031017 | val_loss: 0.0312567 | Time: 1519.33 ms
[2021-09-27 16:42:05 main:574] : INFO : Epoch 1631 | loss: 0.0310165 | val_loss: 0.0312506 | Time: 1473.89 ms
[2021-09-27 16:42:06 main:574] : INFO : Epoch 1632 | loss: 0.0310217 | val_loss: 0.0312576 | Time: 1466.64 ms
[2021-09-27 16:42:08 main:574] : INFO : Epoch 1633 | loss: 0.0310215 | val_loss: 0.031269 | Time: 1516.66 ms
[2021-09-27 16:42:09 main:574] : INFO : Epoch 1634 | loss: 0.0310209 | val_loss: 0.0312525 | Time: 1505.73 ms
[2021-09-27 16:42:11 main:574] : INFO : Epoch 1635 | loss: 0.0310243 | val_loss: 0.0312436 | Time: 1472.22 ms
[2021-09-27 16:42:12 main:574] : INFO : Epoch 1636 | loss: 0.0310242 | val_loss: 0.031259 | Time: 1478.68 ms
[2021-09-27 16:42:14 main:574] : INFO : Epoch 1637 | loss: 0.0310155 | val_loss: 0.0312596 | Time: 1530.68 ms
[2021-09-27 16:42:15 main:574] : INFO : Epoch 1638 | loss: 0.0310125 | val_loss: 0.0312832 | Time: 1509.36 ms
[2021-09-27 16:42:17 main:574] : INFO : Epoch 1639 | loss: 0.0310138 | val_loss: 0.0312608 | Time: 1518.39 ms
[2021-09-27 16:42:18 main:574] : INFO : Epoch 1640 | loss: 0.0310123 | val_loss: 0.031253 | Time: 1532.57 ms
[2021-09-27 16:42:20 main:574] : INFO : Epoch 1641 | loss: 0.0310115 | val_loss: 0.0312801 | Time: 1467.43 ms
[2021-09-27 16:42:21 main:574] : INFO : Epoch 1642 | loss: 0.0310144 | val_loss: 0.0312833 | Time: 1506.67 ms
[2021-09-27 16:42:23 main:574] : INFO : Epoch 1643 | loss: 0.0310169 | val_loss: 0.0312661 | Time: 1494.39 ms
[2021-09-27 16:42:24 main:574] : INFO : Epoch 1644 | loss: 0.0310133 | val_loss: 0.031258 | Time: 1488.18 ms
[2021-09-27 16:42:26 main:574] : INFO : Epoch 1645 | loss: 0.0310119 | val_loss: 0.0312837 | Time: 1515.18 ms
[2021-09-27 16:42:27 main:574] : INFO : Epoch 1646 | loss: 0.0310145 | val_loss: 0.0312957 | Time: 1476.75 ms
[2021-09-27 16:42:29 main:574] : INFO : Epoch 1647 | loss: 0.0310119 | val_loss: 0.0312866 | Time: 1480.66 ms
[2021-09-27 16:42:30 main:574] : INFO : Epoch 1648 | loss: 0.0310232 | val_loss: 0.0312637 | Time: 1473.18 ms
[2021-09-27 16:42:32 main:574] : INFO : Epoch 1649 | loss: 0.0310233 | val_loss: 0.0312632 | Time: 1533.88 ms
[2021-09-27 16:42:33 main:574] : INFO : Epoch 1650 | loss: 0.0310278 | val_loss: 0.0312396 | Time: 1495.08 ms
[2021-09-27 16:42:35 main:574] : INFO : Epoch 1651 | loss: 0.0310258 | val_loss: 0.0312673 | Time: 1473.42 ms
[2021-09-27 16:42:36 main:574] : INFO : Epoch 1652 | loss: 0.0310167 | val_loss: 0.0312897 | Time: 1481.7 ms
[2021-09-27 16:42:38 main:574] : INFO : Epoch 1653 | loss: 0.0310168 | val_loss: 0.03125 | Time: 1477.48 ms
[2021-09-27 16:42:39 main:574] : INFO : Epoch 1654 | loss: 0.0310258 | val_loss: 0.0312608 | Time: 1467.96 ms
[2021-09-27 16:42:41 main:574] : INFO : Epoch 1655 | loss: 0.0310212 | val_loss: 0.0312694 | Time: 1522.15 ms
[2021-09-27 16:42:42 main:574] : INFO : Epoch 1656 | loss: 0.0310134 | val_loss: 0.0312747 | Time: 1472.52 ms
[2021-09-27 16:42:44 main:574] : INFO : Epoch 1657 | loss: 0.0310356 | val_loss: 0.0312539 | Time: 1497.98 ms
[2021-09-27 16:42:45 main:574] : INFO : Epoch 1658 | loss: 0.0310294 | val_loss: 0.0312629 | Time: 1502.37 ms
[2021-09-27 16:42:47 main:574] : INFO : Epoch 1659 | loss: 0.031025 | val_loss: 0.0312579 | Time: 1495.85 ms
[2021-09-27 16:42:48 main:574] : INFO : Epoch 1660 | loss: 0.0310217 | val_loss: 0.0312909 | Time: 1487.51 ms
[2021-09-27 16:42:50 main:574] : INFO : Epoch 1661 | loss: 0.0310347 | val_loss: 0.0312545 | Time: 1547.53 ms
[2021-09-27 16:42:51 main:574] : INFO : Epoch 1662 | loss: 0.0310303 | val_loss: 0.0312695 | Time: 1457.47 ms
[2021-09-27 16:42:53 main:574] : INFO : Epoch 1663 | loss: 0.0310186 | val_loss: 0.0312723 | Time: 1482.04 ms
[2021-09-27 16:42:54 main:574] : INFO : Epoch 1664 | loss: 0.0310216 | val_loss: 0.0312715 | Time: 1476.11 ms
[2021-09-27 16:42:56 main:574] : INFO : Epoch 1665 | loss: 0.0310162 | val_loss: 0.0312744 | Time: 1510.74 ms
[2021-09-27 16:42:57 main:574] : INFO : Epoch 1666 | loss: 0.031017 | val_loss: 0.0312541 | Time: 1476.17 ms
[2021-09-27 16:42:59 main:574] : INFO : Epoch 1667 | loss: 0.0310292 | val_loss: 0.0312684 | Time: 1482.2 ms
[2021-09-27 16:43:00 main:574] : INFO : Epoch 1668 | loss: 0.0310299 | val_loss: 0.0312625 | Time: 1473.54 ms
[2021-09-27 16:43:02 main:574] : INFO : Epoch 1669 | loss: 0.0310271 | val_loss: 0.0312531 | Time: 1470.92 ms
[2021-09-27 16:43:03 main:574] : INFO : Epoch 1670 | loss: 0.0310167 | val_loss: 0.0312582 | Time: 1505.18 ms
[2021-09-27 16:43:05 main:574] : INFO : Epoch 1671 | loss: 0.0310163 | val_loss: 0.0312633 | Time: 1475.69 ms
[2021-09-27 16:43:06 main:574] : INFO : Epoch 1672 | loss: 0.031021 | val_loss: 0.0312717 | Time: 1476.24 ms
[2021-09-27 16:43:08 main:574] : INFO : Epoch 1673 | loss: 0.0310337 | val_loss: 0.0312558 | Time: 1449.12 ms
[2021-09-27 16:43:09 main:574] : INFO : Epoch 1674 | loss: 0.0310201 | val_loss: 0.0312684 | Time: 1463.81 ms
[2021-09-27 16:43:10 main:574] : INFO : Epoch 1675 | loss: 0.0310173 | val_loss: 0.0312645 | Time: 1459.31 ms
[2021-09-27 16:43:12 main:574] : INFO : Epoch 1676 | loss: 0.0310192 | val_loss: 0.0312756 | Time: 1488.46 ms
[2021-09-27 16:43:13 main:574] : INFO : Epoch 1677 | loss: 0.031019 | val_loss: 0.031276 | Time: 1486.89 ms
[2021-09-27 16:43:15 main:574] : INFO : Epoch 1678 | loss: 0.0310188 | val_loss: 0.0312738 | Time: 1497.27 ms
[2021-09-27 16:43:16 main:574] : INFO : Epoch 1679 | loss: 0.0310135 | val_loss: 0.0312702 | Time: 1515.69 ms
[2021-09-27 16:43:18 main:574] : INFO : Epoch 1680 | loss: 0.0310205 | val_loss: 0.0312591 | Time: 1516.31 ms
[2021-09-27 16:43:20 main:574] : INFO : Epoch 1681 | loss: 0.0310197 | val_loss: 0.0312503 | Time: 1499.38 ms
[2021-09-27 16:43:21 main:574] : INFO : Epoch 1682 | loss: 0.0310197 | val_loss: 0.0312754 | Time: 1497.95 ms
[2021-09-27 16:43:23 main:574] : INFO : Epoch 1683 | loss: 0.0310277 | val_loss: 0.0312668 | Time: 1482.46 ms
[2021-09-27 16:43:24 main:574] : INFO : Epoch 1684 | loss: 0.0310309 | val_loss: 0.0312585 | Time: 1458.52 ms
[2021-09-27 16:43:25 main:574] : INFO : Epoch 1685 | loss: 0.0310226 | val_loss: 0.0312734 | Time: 1493.95 ms
[2021-09-27 16:43:27 main:574] : INFO : Epoch 1686 | loss: 0.0310224 | val_loss: 0.0312733 | Time: 1510.72 ms
[2021-09-27 16:43:28 main:574] : INFO : Epoch 1687 | loss: 0.0310216 | val_loss: 0.0312528 | Time: 1473.63 ms
[2021-09-27 16:43:30 main:574] : INFO : Epoch 1688 | loss: 0.0310249 | val_loss: 0.0312698 | Time: 1445.43 ms
[2021-09-27 16:43:31 main:574] : INFO : Epoch 1689 | loss: 0.0310246 | val_loss: 0.0312764 | Time: 1491.81 ms
[2021-09-27 16:43:33 main:574] : INFO : Epoch 1690 | loss: 0.0310179 | val_loss: 0.0312657 | Time: 1503.64 ms
[2021-09-27 16:43:34 main:574] : INFO : Epoch 1691 | loss: 0.0310183 | val_loss: 0.0312845 | Time: 1490.06 ms
[2021-09-27 16:43:36 main:574] : INFO : Epoch 1692 | loss: 0.0310174 | val_loss: 0.0312789 | Time: 1467.87 ms
[2021-09-27 16:43:37 main:574] : INFO : Epoch 1693 | loss: 0.0310214 | val_loss: 0.0312763 | Time: 1486.67 ms
[2021-09-27 16:43:39 main:574] : INFO : Epoch 1694 | loss: 0.0310173 | val_loss: 0.0312743 | Time: 1516.19 ms
[2021-09-27 16:43:40 main:574] : INFO : Epoch 1695 | loss: 0.0310114 | val_loss: 0.0312592 | Time: 1472.53 ms
[2021-09-27 16:43:42 main:574] : INFO : Epoch 1696 | loss: 0.0310229 | val_loss: 0.0312607 | Time: 1472.59 ms
[2021-09-27 16:43:43 main:574] : INFO : Epoch 1697 | loss: 0.0310184 | val_loss: 0.031268 | Time: 1554.44 ms
[2021-09-27 16:43:45 main:574] : INFO : Epoch 1698 | loss: 0.0310221 | val_loss: 0.0312637 | Time: 1505.43 ms
[2021-09-27 16:43:47 main:574] : INFO : Epoch 1699 | loss: 0.031031 | val_loss: 0.0312449 | Time: 1545.17 ms
[2021-09-27 16:43:48 main:574] : INFO : Epoch 1700 | loss: 0.0310287 | val_loss: 0.0312864 | Time: 1482.95 ms
[2021-09-27 16:43:50 main:574] : INFO : Epoch 1701 | loss: 0.0310178 | val_loss: 0.0312811 | Time: 1498.76 ms
[2021-09-27 16:43:51 main:574] : INFO : Epoch 1702 | loss: 0.0310156 | val_loss: 0.0312691 | Time: 1513.64 ms
[2021-09-27 16:43:53 main:574] : INFO : Epoch 1703 | loss: 0.031028 | val_loss: 0.0312699 | Time: 1496.7 ms
[2021-09-27 16:43:54 main:574] : INFO : Epoch 1704 | loss: 0.0310408 | val_loss: 0.0312608 | Time: 1477.52 ms
[2021-09-27 16:43:55 main:574] : INFO : Epoch 1705 | loss: 0.0310373 | val_loss: 0.0312564 | Time: 1457.3 ms
[2021-09-27 16:43:57 main:574] : INFO : Epoch 1706 | loss: 0.0310227 | val_loss: 0.0312712 | Time: 1455.7 ms
[2021-09-27 16:43:58 main:574] : INFO : Epoch 1707 | loss: 0.0310133 | val_loss: 0.031259 | Time: 1526.98 ms
[2021-09-27 16:44:00 main:574] : INFO : Epoch 1708 | loss: 0.0310274 | val_loss: 0.0312703 | Time: 1486.91 ms
[2021-09-27 16:44:01 main:574] : INFO : Epoch 1709 | loss: 0.0310169 | val_loss: 0.0312694 | Time: 1478.5 ms
[2021-09-27 16:44:03 main:574] : INFO : Epoch 1710 | loss: 0.0310212 | val_loss: 0.031264 | Time: 1487.96 ms
[2021-09-27 16:44:04 main:574] : INFO : Epoch 1711 | loss: 0.0310199 | val_loss: 0.0312811 | Time: 1477.25 ms
[2021-09-27 16:44:06 main:574] : INFO : Epoch 1712 | loss: 0.0310243 | val_loss: 0.0312563 | Time: 1469.91 ms
[2021-09-27 16:44:07 main:574] : INFO : Epoch 1713 | loss: 0.0310179 | val_loss: 0.0312789 | Time: 1495.57 ms
[2021-09-27 16:44:09 main:574] : INFO : Epoch 1714 | loss: 0.0310223 | val_loss: 0.0312509 | Time: 1493.92 ms
[2021-09-27 16:44:10 main:574] : INFO : Epoch 1715 | loss: 0.0310122 | val_loss: 0.0312727 | Time: 1489.04 ms
[2021-09-27 16:44:12 main:574] : INFO : Epoch 1716 | loss: 0.0310173 | val_loss: 0.0312708 | Time: 1466.24 ms
[2021-09-27 16:44:13 main:574] : INFO : Epoch 1717 | loss: 0.0310109 | val_loss: 0.0312656 | Time: 1489.55 ms
[2021-09-27 16:44:15 main:574] : INFO : Epoch 1718 | loss: 0.0310228 | val_loss: 0.0312656 | Time: 1496.37 ms
[2021-09-27 16:44:16 main:574] : INFO : Epoch 1719 | loss: 0.0310251 | val_loss: 0.0312424 | Time: 1471.38 ms
[2021-09-27 16:44:18 main:574] : INFO : Epoch 1720 | loss: 0.0310258 | val_loss: 0.0312678 | Time: 1489.7 ms
[2021-09-27 16:44:19 main:574] : INFO : Epoch 1721 | loss: 0.0310174 | val_loss: 0.0312765 | Time: 1475.74 ms
[2021-09-27 16:44:21 main:574] : INFO : Epoch 1722 | loss: 0.0310283 | val_loss: 0.0312492 | Time: 1484.46 ms
[2021-09-27 16:44:22 main:574] : INFO : Epoch 1723 | loss: 0.031036 | val_loss: 0.03125 | Time: 1505.26 ms
[2021-09-27 16:44:24 main:574] : INFO : Epoch 1724 | loss: 0.0310212 | val_loss: 0.0312623 | Time: 1479.18 ms
[2021-09-27 16:44:25 main:574] : INFO : Epoch 1725 | loss: 0.0310189 | val_loss: 0.0312542 | Time: 1503.97 ms
[2021-09-27 16:44:27 main:574] : INFO : Epoch 1726 | loss: 0.0310167 | val_loss: 0.0312566 | Time: 1485.37 ms
[2021-09-27 16:44:28 main:574] : INFO : Epoch 1727 | loss: 0.03102 | val_loss: 0.0312569 | Time: 1465.33 ms
[2021-09-27 16:44:30 main:574] : INFO : Epoch 1728 | loss: 0.0310159 | val_loss: 0.0312636 | Time: 1507.87 ms
[2021-09-27 16:44:31 main:574] : INFO : Epoch 1729 | loss: 0.0310184 | val_loss: 0.0312947 | Time: 1492.84 ms
[2021-09-27 16:44:33 main:574] : INFO : Epoch 1730 | loss: 0.0310144 | val_loss: 0.031277 | Time: 1479.84 ms
[2021-09-27 16:44:34 main:574] : INFO : Epoch 1731 | loss: 0.031009 | val_loss: 0.0312634 | Time: 1486.07 ms
[2021-09-27 16:44:36 main:574] : INFO : Epoch 1732 | loss: 0.0310182 | val_loss: 0.0312591 | Time: 1498.01 ms
[2021-09-27 16:44:37 main:574] : INFO : Epoch 1733 | loss: 0.0310235 | val_loss: 0.0312479 | Time: 1516.14 ms
[2021-09-27 16:44:39 main:574] : INFO : Epoch 1734 | loss: 0.0310207 | val_loss: 0.0312798 | Time: 1491.61 ms
[2021-09-27 16:44:40 main:574] : INFO : Epoch 1735 | loss: 0.0310529 | val_loss: 0.031371 | Time: 1489.54 ms
[2021-09-27 16:44:42 main:574] : INFO : Epoch 1736 | loss: 0.0310548 | val_loss: 0.0312699 | Time: 1458.66 ms
[2021-09-27 16:44:43 main:574] : INFO : Epoch 1737 | loss: 0.0310275 | val_loss: 0.0312853 | Time: 1512.64 ms
[2021-09-27 16:44:45 main:574] : INFO : Epoch 1738 | loss: 0.0310161 | val_loss: 0.031274 | Time: 1494.91 ms
[2021-09-27 16:44:46 main:574] : INFO : Epoch 1739 | loss: 0.0310121 | val_loss: 0.0312959 | Time: 1499.12 ms
[2021-09-27 16:44:48 main:574] : INFO : Epoch 1740 | loss: 0.0310153 | val_loss: 0.0312707 | Time: 1502.65 ms
[2021-09-27 16:44:49 main:574] : INFO : Epoch 1741 | loss: 0.0310107 | val_loss: 0.0312705 | Time: 1479.16 ms
[2021-09-27 16:44:51 main:574] : INFO : Epoch 1742 | loss: 0.0310183 | val_loss: 0.0312531 | Time: 1515.22 ms
[2021-09-27 16:44:52 main:574] : INFO : Epoch 1743 | loss: 0.031019 | val_loss: 0.0312626 | Time: 1505.16 ms
[2021-09-27 16:44:54 main:574] : INFO : Epoch 1744 | loss: 0.0310212 | val_loss: 0.0312594 | Time: 1508.78 ms
[2021-09-27 16:44:55 main:574] : INFO : Epoch 1745 | loss: 0.0310278 | val_loss: 0.031266 | Time: 1496.11 ms
[2021-09-27 16:44:57 main:574] : INFO : Epoch 1746 | loss: 0.0310188 | val_loss: 0.0312643 | Time: 1490.57 ms
[2021-09-27 16:44:58 main:574] : INFO : Epoch 1747 | loss: 0.0310198 | val_loss: 0.0312784 | Time: 1476.09 ms
[2021-09-27 16:45:00 main:574] : INFO : Epoch 1748 | loss: 0.0310155 | val_loss: 0.0312736 | Time: 1499.29 ms
[2021-09-27 16:45:01 main:574] : INFO : Epoch 1749 | loss: 0.0310154 | val_loss: 0.0312575 | Time: 1503.86 ms
[2021-09-27 16:45:03 main:574] : INFO : Epoch 1750 | loss: 0.0310165 | val_loss: 0.0312782 | Time: 1539.72 ms
[2021-09-27 16:45:04 main:574] : INFO : Epoch 1751 | loss: 0.0310238 | val_loss: 0.0312771 | Time: 1490.03 ms
[2021-09-27 16:45:06 main:574] : INFO : Epoch 1752 | loss: 0.0310214 | val_loss: 0.0312661 | Time: 1507.05 ms
[2021-09-27 16:45:07 main:574] : INFO : Epoch 1753 | loss: 0.0310174 | val_loss: 0.0312767 | Time: 1533.74 ms
[2021-09-27 16:45:09 main:574] : INFO : Epoch 1754 | loss: 0.0310139 | val_loss: 0.0312863 | Time: 1479.17 ms
[2021-09-27 16:45:10 main:574] : INFO : Epoch 1755 | loss: 0.0310183 | val_loss: 0.0312674 | Time: 1472.08 ms
[2021-09-27 16:45:12 main:574] : INFO : Epoch 1756 | loss: 0.0310225 | val_loss: 0.0312838 | Time: 1512.11 ms
[2021-09-27 16:45:13 main:574] : INFO : Epoch 1757 | loss: 0.0310185 | val_loss: 0.0312979 | Time: 1446.78 ms
[2021-09-27 16:45:15 main:574] : INFO : Epoch 1758 | loss: 0.0310157 | val_loss: 0.0312641 | Time: 1476.98 ms
[2021-09-27 16:45:16 main:574] : INFO : Epoch 1759 | loss: 0.0310119 | val_loss: 0.0312885 | Time: 1485.72 ms
[2021-09-27 16:45:18 main:574] : INFO : Epoch 1760 | loss: 0.0310104 | val_loss: 0.0312567 | Time: 1517.35 ms
[2021-09-27 16:45:19 main:574] : INFO : Epoch 1761 | loss: 0.0310145 | val_loss: 0.0312622 | Time: 1499.56 ms
[2021-09-27 16:45:21 main:574] : INFO : Epoch 1762 | loss: 0.0310206 | val_loss: 0.0312999 | Time: 1500.87 ms
[2021-09-27 16:45:22 main:574] : INFO : Epoch 1763 | loss: 0.0310174 | val_loss: 0.0312651 | Time: 1469.07 ms
[2021-09-27 16:45:24 main:574] : INFO : Epoch 1764 | loss: 0.0310145 | val_loss: 0.0312644 | Time: 1489.32 ms
[2021-09-27 16:45:25 main:574] : INFO : Epoch 1765 | loss: 0.0310228 | val_loss: 0.0312585 | Time: 1526.99 ms
[2021-09-27 16:45:27 main:574] : INFO : Epoch 1766 | loss: 0.0310224 | val_loss: 0.0312636 | Time: 1518.79 ms
[2021-09-27 16:45:28 main:574] : INFO : Epoch 1767 | loss: 0.031022 | val_loss: 0.0312659 | Time: 1499.42 ms
[2021-09-27 16:45:30 main:574] : INFO : Epoch 1768 | loss: 0.0310172 | val_loss: 0.0312677 | Time: 1529.04 ms
[2021-09-27 16:45:31 main:574] : INFO : Epoch 1769 | loss: 0.0310203 | val_loss: 0.0312915 | Time: 1487.05 ms
[2021-09-27 16:45:33 main:574] : INFO : Epoch 1770 | loss: 0.0310228 | val_loss: 0.0312479 | Time: 1484.37 ms
[2021-09-27 16:45:34 main:574] : INFO : Epoch 1771 | loss: 0.0310314 | val_loss: 0.0312538 | Time: 1471.27 ms
[2021-09-27 16:45:36 main:574] : INFO : Epoch 1772 | loss: 0.03104 | val_loss: 0.031246 | Time: 1524.8 ms
[2021-09-27 16:45:37 main:574] : INFO : Epoch 1773 | loss: 0.0310274 | val_loss: 0.031267 | Time: 1514.47 ms
[2021-09-27 16:45:39 main:574] : INFO : Epoch 1774 | loss: 0.031022 | val_loss: 0.0312582 | Time: 1490.59 ms
[2021-09-27 16:45:40 main:574] : INFO : Epoch 1775 | loss: 0.0310209 | val_loss: 0.0312616 | Time: 1493.27 ms
[2021-09-27 16:45:42 main:574] : INFO : Epoch 1776 | loss: 0.0310153 | val_loss: 0.0312671 | Time: 1459.95 ms
[2021-09-27 16:45:43 main:574] : INFO : Epoch 1777 | loss: 0.0310205 | val_loss: 0.031265 | Time: 1489.98 ms
[2021-09-27 16:45:45 main:574] : INFO : Epoch 1778 | loss: 0.0310155 | val_loss: 0.0312669 | Time: 1493.41 ms
[2021-09-27 16:45:46 main:574] : INFO : Epoch 1779 | loss: 0.0310081 | val_loss: 0.0312702 | Time: 1509.25 ms
[2021-09-27 16:45:48 main:574] : INFO : Epoch 1780 | loss: 0.0310092 | val_loss: 0.031279 | Time: 1503.57 ms
[2021-09-27 16:45:49 main:574] : INFO : Epoch 1781 | loss: 0.0310149 | val_loss: 0.0312717 | Time: 1507.98 ms
[2021-09-27 16:45:51 main:574] : INFO : Epoch 1782 | loss: 0.0310136 | val_loss: 0.0312773 | Time: 1493.36 ms
[2021-09-27 16:45:52 main:574] : INFO : Epoch 1783 | loss: 0.0310138 | val_loss: 0.0312567 | Time: 1489.66 ms
[2021-09-27 16:45:54 main:574] : INFO : Epoch 1784 | loss: 0.0310146 | val_loss: 0.0312723 | Time: 1492.33 ms
[2021-09-27 16:45:55 main:574] : INFO : Epoch 1785 | loss: 0.0310144 | val_loss: 0.0312689 | Time: 1505.18 ms
[2021-09-27 16:45:57 main:574] : INFO : Epoch 1786 | loss: 0.0310144 | val_loss: 0.0312711 | Time: 1508.85 ms
[2021-09-27 16:45:58 main:574] : INFO : Epoch 1787 | loss: 0.0310169 | val_loss: 0.0312883 | Time: 1497.72 ms
[2021-09-27 16:46:00 main:574] : INFO : Epoch 1788 | loss: 0.0310189 | val_loss: 0.0312612 | Time: 1482.04 ms
[2021-09-27 16:46:01 main:574] : INFO : Epoch 1789 | loss: 0.0310217 | val_loss: 0.0312424 | Time: 1499.21 ms
[2021-09-27 16:46:03 main:574] : INFO : Epoch 1790 | loss: 0.0310239 | val_loss: 0.0312805 | Time: 1463.44 ms
[2021-09-27 16:46:04 main:574] : INFO : Epoch 1791 | loss: 0.0310185 | val_loss: 0.0312928 | Time: 1515.72 ms
[2021-09-27 16:46:06 main:574] : INFO : Epoch 1792 | loss: 0.0310141 | val_loss: 0.0312754 | Time: 1464.91 ms
[2021-09-27 16:46:07 main:574] : INFO : Epoch 1793 | loss: 0.0310207 | val_loss: 0.0312693 | Time: 1520.97 ms
[2021-09-27 16:46:09 main:574] : INFO : Epoch 1794 | loss: 0.0310414 | val_loss: 0.0312469 | Time: 1521.84 ms
[2021-09-27 16:46:10 main:574] : INFO : Epoch 1795 | loss: 0.0310346 | val_loss: 0.0312658 | Time: 1478.15 ms
[2021-09-27 16:46:12 main:574] : INFO : Epoch 1796 | loss: 0.031018 | val_loss: 0.0312578 | Time: 1495.29 ms
[2021-09-27 16:46:14 main:574] : INFO : Epoch 1797 | loss: 0.0310206 | val_loss: 0.0312687 | Time: 1513.66 ms
[2021-09-27 16:46:15 main:574] : INFO : Epoch 1798 | loss: 0.0310199 | val_loss: 0.031258 | Time: 1536.81 ms
[2021-09-27 16:46:17 main:574] : INFO : Epoch 1799 | loss: 0.031022 | val_loss: 0.031239 | Time: 1523.82 ms
[2021-09-27 16:46:18 main:574] : INFO : Epoch 1800 | loss: 0.0310218 | val_loss: 0.0312609 | Time: 1572.97 ms
[2021-09-27 16:46:20 main:574] : INFO : Epoch 1801 | loss: 0.0310118 | val_loss: 0.0312692 | Time: 1538.63 ms
[2021-09-27 16:46:21 main:574] : INFO : Epoch 1802 | loss: 0.0310129 | val_loss: 0.0312619 | Time: 1672.45 ms
[2021-09-27 16:46:23 main:574] : INFO : Epoch 1803 | loss: 0.0310112 | val_loss: 0.0312659 | Time: 1609.38 ms
[2021-09-27 16:46:24 main:574] : INFO : Epoch 1804 | loss: 0.0310161 | val_loss: 0.0312769 | Time: 1456.03 ms
[2021-09-27 16:46:26 main:574] : INFO : Epoch 1805 | loss: 0.0310111 | val_loss: 0.0312735 | Time: 1507.32 ms
[2021-09-27 16:46:27 main:574] : INFO : Epoch 1806 | loss: 0.0310221 | val_loss: 0.0312563 | Time: 1490.1 ms
[2021-09-27 16:46:29 main:574] : INFO : Epoch 1807 | loss: 0.0310201 | val_loss: 0.0312675 | Time: 1488.19 ms
[2021-09-27 16:46:30 main:574] : INFO : Epoch 1808 | loss: 0.0310224 | val_loss: 0.0312656 | Time: 1485.36 ms
[2021-09-27 16:46:32 main:574] : INFO : Epoch 1809 | loss: 0.0310196 | val_loss: 0.0312644 | Time: 1494.57 ms
[2021-09-27 16:46:34 main:574] : INFO : Epoch 1810 | loss: 0.0310188 | val_loss: 0.0312445 | Time: 1530.41 ms
[2021-09-27 16:46:35 main:574] : INFO : Epoch 1811 | loss: 0.0310167 | val_loss: 0.0312644 | Time: 1476.21 ms
[2021-09-27 16:46:36 main:574] : INFO : Epoch 1812 | loss: 0.0310176 | val_loss: 0.0312521 | Time: 1470.53 ms
[2021-09-27 16:46:38 main:574] : INFO : Epoch 1813 | loss: 0.0310236 | val_loss: 0.0312461 | Time: 1503.78 ms
[2021-09-27 16:46:39 main:574] : INFO : Epoch 1814 | loss: 0.0310253 | val_loss: 0.0312396 | Time: 1481.5 ms
[2021-09-27 16:46:41 main:574] : INFO : Epoch 1815 | loss: 0.0310215 | val_loss: 0.0312553 | Time: 1477.03 ms
[2021-09-27 16:46:42 main:574] : INFO : Epoch 1816 | loss: 0.0310162 | val_loss: 0.031289 | Time: 1490.19 ms
[2021-09-27 16:46:44 main:574] : INFO : Epoch 1817 | loss: 0.0310167 | val_loss: 0.0312644 | Time: 1465.11 ms
[2021-09-27 16:46:45 main:574] : INFO : Epoch 1818 | loss: 0.0310255 | val_loss: 0.0312902 | Time: 1468.53 ms
[2021-09-27 16:46:47 main:574] : INFO : Epoch 1819 | loss: 0.031019 | val_loss: 0.0312565 | Time: 1479.28 ms
[2021-09-27 16:46:48 main:574] : INFO : Epoch 1820 | loss: 0.0310134 | val_loss: 0.0312686 | Time: 1520.94 ms
[2021-09-27 16:46:50 main:574] : INFO : Epoch 1821 | loss: 0.0310189 | val_loss: 0.0312573 | Time: 1480.04 ms
[2021-09-27 16:46:51 main:574] : INFO : Epoch 1822 | loss: 0.031023 | val_loss: 0.0312739 | Time: 1473.44 ms
[2021-09-27 16:46:53 main:574] : INFO : Epoch 1823 | loss: 0.0310204 | val_loss: 0.031255 | Time: 1476.66 ms
[2021-09-27 16:46:54 main:574] : INFO : Epoch 1824 | loss: 0.0310209 | val_loss: 0.031257 | Time: 1503.36 ms
[2021-09-27 16:46:56 main:574] : INFO : Epoch 1825 | loss: 0.0310221 | val_loss: 0.0312647 | Time: 1513.68 ms
[2021-09-27 16:46:57 main:574] : INFO : Epoch 1826 | loss: 0.0310184 | val_loss: 0.0312772 | Time: 1494.37 ms
[2021-09-27 16:46:59 main:574] : INFO : Epoch 1827 | loss: 0.0310179 | val_loss: 0.0312804 | Time: 1489.83 ms
[2021-09-27 16:47:00 main:574] : INFO : Epoch 1828 | loss: 0.0310247 | val_loss: 0.031258 | Time: 1509.68 ms
[2021-09-27 16:47:02 main:574] : INFO : Epoch 1829 | loss: 0.0310227 | val_loss: 0.031255 | Time: 1533.84 ms
[2021-09-27 16:47:03 main:574] : INFO : Epoch 1830 | loss: 0.0310277 | val_loss: 0.0312494 | Time: 1528.29 ms
[2021-09-27 16:47:05 main:574] : INFO : Epoch 1831 | loss: 0.0310182 | val_loss: 0.031281 | Time: 1499.41 ms
[2021-09-27 16:47:06 main:574] : INFO : Epoch 1832 | loss: 0.0310173 | val_loss: 0.0312977 | Time: 1481.45 ms
[2021-09-27 16:47:08 main:574] : INFO : Epoch 1833 | loss: 0.0310202 | val_loss: 0.0312697 | Time: 1482.05 ms
[2021-09-27 16:47:09 main:574] : INFO : Epoch 1834 | loss: 0.0310228 | val_loss: 0.0312768 | Time: 1478.14 ms
[2021-09-27 16:47:11 main:574] : INFO : Epoch 1835 | loss: 0.0310134 | val_loss: 0.0312658 | Time: 1470.72 ms
[2021-09-27 16:47:12 main:574] : INFO : Epoch 1836 | loss: 0.0310111 | val_loss: 0.0312693 | Time: 1533.26 ms
[2021-09-27 16:47:14 main:574] : INFO : Epoch 1837 | loss: 0.0310104 | val_loss: 0.031271 | Time: 1508.25 ms
[2021-09-27 16:47:15 main:574] : INFO : Epoch 1838 | loss: 0.0310126 | val_loss: 0.0312718 | Time: 1508.13 ms
[2021-09-27 16:47:17 main:574] : INFO : Epoch 1839 | loss: 0.0310264 | val_loss: 0.0312651 | Time: 1527.09 ms
[2021-09-27 16:47:19 main:574] : INFO : Epoch 1840 | loss: 0.0310316 | val_loss: 0.03128 | Time: 1512.13 ms
[2021-09-27 16:47:20 main:574] : INFO : Epoch 1841 | loss: 0.0310265 | val_loss: 0.0312695 | Time: 1489.94 ms
[2021-09-27 16:47:22 main:574] : INFO : Epoch 1842 | loss: 0.0310243 | val_loss: 0.0312504 | Time: 1478.94 ms
[2021-09-27 16:47:23 main:574] : INFO : Epoch 1843 | loss: 0.0310258 | val_loss: 0.0312665 | Time: 1468.75 ms
[2021-09-27 16:47:24 main:574] : INFO : Epoch 1844 | loss: 0.0310168 | val_loss: 0.0312734 | Time: 1460.43 ms
[2021-09-27 16:47:26 main:574] : INFO : Epoch 1845 | loss: 0.0310169 | val_loss: 0.0312389 | Time: 1486.11 ms
[2021-09-27 16:47:27 main:574] : INFO : Epoch 1846 | loss: 0.0310239 | val_loss: 0.0312473 | Time: 1519.88 ms
[2021-09-27 16:47:29 main:574] : INFO : Epoch 1847 | loss: 0.0310151 | val_loss: 0.0312809 | Time: 1475.42 ms
[2021-09-27 16:47:30 main:574] : INFO : Epoch 1848 | loss: 0.0310206 | val_loss: 0.0312693 | Time: 1478.78 ms
[2021-09-27 16:47:32 main:574] : INFO : Epoch 1849 | loss: 0.0310142 | val_loss: 0.0312685 | Time: 1482.33 ms
[2021-09-27 16:47:33 main:574] : INFO : Epoch 1850 | loss: 0.0310155 | val_loss: 0.0312704 | Time: 1479.59 ms
[2021-09-27 16:47:35 main:574] : INFO : Epoch 1851 | loss: 0.0310125 | val_loss: 0.0312682 | Time: 1489.7 ms
[2021-09-27 16:47:36 main:574] : INFO : Epoch 1852 | loss: 0.0310094 | val_loss: 0.0312538 | Time: 1496.55 ms
[2021-09-27 16:47:38 main:574] : INFO : Epoch 1853 | loss: 0.0310098 | val_loss: 0.0312636 | Time: 1507.14 ms
[2021-09-27 16:47:39 main:574] : INFO : Epoch 1854 | loss: 0.0310147 | val_loss: 0.0312789 | Time: 1465.02 ms
[2021-09-27 16:47:41 main:574] : INFO : Epoch 1855 | loss: 0.0310104 | val_loss: 0.0312598 | Time: 1496.43 ms
[2021-09-27 16:47:42 main:574] : INFO : Epoch 1856 | loss: 0.0310226 | val_loss: 0.0312522 | Time: 1517.24 ms
[2021-09-27 16:47:44 main:574] : INFO : Epoch 1857 | loss: 0.0310202 | val_loss: 0.0312719 | Time: 1487.4 ms
[2021-09-27 16:47:45 main:574] : INFO : Epoch 1858 | loss: 0.0310195 | val_loss: 0.0312392 | Time: 1533.37 ms
[2021-09-27 16:47:47 main:574] : INFO : Epoch 1859 | loss: 0.0310227 | val_loss: 0.0312572 | Time: 1491.79 ms
[2021-09-27 16:47:48 main:574] : INFO : Epoch 1860 | loss: 0.0310148 | val_loss: 0.0312881 | Time: 1445.72 ms
[2021-09-27 16:47:50 main:574] : INFO : Epoch 1861 | loss: 0.0310104 | val_loss: 0.0312768 | Time: 1525.91 ms
[2021-09-27 16:47:51 main:574] : INFO : Epoch 1862 | loss: 0.031016 | val_loss: 0.0312813 | Time: 1485 ms
[2021-09-27 16:47:53 main:574] : INFO : Epoch 1863 | loss: 0.0310168 | val_loss: 0.0312782 | Time: 1476.24 ms
[2021-09-27 16:47:54 main:574] : INFO : Epoch 1864 | loss: 0.0310155 | val_loss: 0.0312622 | Time: 1489.8 ms
[2021-09-27 16:47:56 main:574] : INFO : Epoch 1865 | loss: 0.031013 | val_loss: 0.031266 | Time: 1497.23 ms
[2021-09-27 16:47:57 main:574] : INFO : Epoch 1866 | loss: 0.0310168 | val_loss: 0.0312693 | Time: 1483.32 ms
[2021-09-27 16:47:59 main:574] : INFO : Epoch 1867 | loss: 0.0310125 | val_loss: 0.0312679 | Time: 1481.64 ms
[2021-09-27 16:48:00 main:574] : INFO : Epoch 1868 | loss: 0.0310286 | val_loss: 0.0312314 | Time: 1516.01 ms
[2021-09-27 16:48:02 main:574] : INFO : Epoch 1869 | loss: 0.0310391 | val_loss: 0.0312683 | Time: 1495.31 ms
[2021-09-27 16:48:03 main:574] : INFO : Epoch 1870 | loss: 0.0310274 | val_loss: 0.0312633 | Time: 1470.37 ms
[2021-09-27 16:48:05 main:574] : INFO : Epoch 1871 | loss: 0.031024 | val_loss: 0.0312592 | Time: 1497.71 ms
[2021-09-27 16:48:06 main:574] : INFO : Epoch 1872 | loss: 0.0310148 | val_loss: 0.0312628 | Time: 1468.47 ms
[2021-09-27 16:48:08 main:574] : INFO : Epoch 1873 | loss: 0.0310178 | val_loss: 0.0312588 | Time: 1485.77 ms
[2021-09-27 16:48:09 main:574] : INFO : Epoch 1874 | loss: 0.0310868 | val_loss: 0.0312195 | Time: 1532.77 ms
[2021-09-27 16:48:11 main:574] : INFO : Epoch 1875 | loss: 0.0312246 | val_loss: 0.0312246 | Time: 1503.12 ms
[2021-09-27 16:48:12 main:574] : INFO : Epoch 1876 | loss: 0.0312162 | val_loss: 0.0312088 | Time: 1509.92 ms
[2021-09-27 16:48:14 main:574] : INFO : Epoch 1877 | loss: 0.0311961 | val_loss: 0.0311942 | Time: 1443.49 ms
[2021-09-27 16:48:15 main:574] : INFO : Epoch 1878 | loss: 0.0311807 | val_loss: 0.0311855 | Time: 1517.47 ms
[2021-09-27 16:48:17 main:574] : INFO : Epoch 1879 | loss: 0.0311732 | val_loss: 0.031175 | Time: 1489.86 ms
[2021-09-27 16:48:18 main:574] : INFO : Epoch 1880 | loss: 0.0311644 | val_loss: 0.0311745 | Time: 1467.32 ms
[2021-09-27 16:48:20 main:574] : INFO : Epoch 1881 | loss: 0.0311619 | val_loss: 0.0311728 | Time: 1458.9 ms
[2021-09-27 16:48:21 main:574] : INFO : Epoch 1882 | loss: 0.0311573 | val_loss: 0.0311705 | Time: 1516.4 ms
[2021-09-27 16:48:23 main:574] : INFO : Epoch 1883 | loss: 0.0311543 | val_loss: 0.0311764 | Time: 1446.56 ms
[2021-09-27 16:48:24 main:574] : INFO : Epoch 1884 | loss: 0.0311562 | val_loss: 0.0311682 | Time: 1526.04 ms
[2021-09-27 16:48:26 main:574] : INFO : Epoch 1885 | loss: 0.031152 | val_loss: 0.0311688 | Time: 1538.93 ms
[2021-09-27 16:48:27 main:574] : INFO : Epoch 1886 | loss: 0.0311485 | val_loss: 0.0311713 | Time: 1519.86 ms
[2021-09-27 16:48:29 main:574] : INFO : Epoch 1887 | loss: 0.0311451 | val_loss: 0.0311711 | Time: 1486.78 ms
[2021-09-27 16:48:30 main:574] : INFO : Epoch 1888 | loss: 0.0311441 | val_loss: 0.0311709 | Time: 1484.44 ms
[2021-09-27 16:48:32 main:574] : INFO : Epoch 1889 | loss: 0.0311447 | val_loss: 0.0311685 | Time: 1471.46 ms
[2021-09-27 16:48:33 main:574] : INFO : Epoch 1890 | loss: 0.0311406 | val_loss: 0.0311667 | Time: 1508.73 ms
[2021-09-27 16:48:35 main:574] : INFO : Epoch 1891 | loss: 0.0311379 | val_loss: 0.0311681 | Time: 1505.62 ms
[2021-09-27 16:48:36 main:574] : INFO : Epoch 1892 | loss: 0.0311364 | val_loss: 0.031171 | Time: 1487 ms
[2021-09-27 16:48:38 main:574] : INFO : Epoch 1893 | loss: 0.031135 | val_loss: 0.0311685 | Time: 1492.41 ms
[2021-09-27 16:48:39 main:574] : INFO : Epoch 1894 | loss: 0.0311347 | val_loss: 0.03117 | Time: 1496.19 ms
[2021-09-27 16:48:41 main:574] : INFO : Epoch 1895 | loss: 0.0311334 | val_loss: 0.031168 | Time: 1474.34 ms
[2021-09-27 16:48:42 main:574] : INFO : Epoch 1896 | loss: 0.0311313 | val_loss: 0.0311686 | Time: 1483.85 ms
[2021-09-27 16:48:44 main:574] : INFO : Epoch 1897 | loss: 0.0311307 | val_loss: 0.0311706 | Time: 1485.95 ms
[2021-09-27 16:48:45 main:574] : INFO : Epoch 1898 | loss: 0.0311292 | val_loss: 0.0311689 | Time: 1472.02 ms
[2021-09-27 16:48:47 main:574] : INFO : Epoch 1899 | loss: 0.0311344 | val_loss: 0.031174 | Time: 1467.41 ms
[2021-09-27 16:48:48 main:574] : INFO : Epoch 1900 | loss: 0.0311371 | val_loss: 0.0311671 | Time: 1480.88 ms
[2021-09-27 16:48:50 main:574] : INFO : Epoch 1901 | loss: 0.0311323 | val_loss: 0.0311682 | Time: 1541.76 ms
[2021-09-27 16:48:51 main:574] : INFO : Epoch 1902 | loss: 0.03113 | val_loss: 0.031168 | Time: 1526.23 ms
[2021-09-27 16:48:53 main:574] : INFO : Epoch 1903 | loss: 0.0311287 | val_loss: 0.0311687 | Time: 1518.24 ms
[2021-09-27 16:48:54 main:574] : INFO : Epoch 1904 | loss: 0.0311271 | val_loss: 0.0311657 | Time: 1492.41 ms
[2021-09-27 16:48:56 main:574] : INFO : Epoch 1905 | loss: 0.0311252 | val_loss: 0.0311722 | Time: 1465.68 ms
[2021-09-27 16:48:57 main:574] : INFO : Epoch 1906 | loss: 0.0311292 | val_loss: 0.0311762 | Time: 1493.81 ms
[2021-09-27 16:48:59 main:574] : INFO : Epoch 1907 | loss: 0.031126 | val_loss: 0.0311671 | Time: 1493.37 ms
[2021-09-27 16:49:00 main:574] : INFO : Epoch 1908 | loss: 0.0311223 | val_loss: 0.0311706 | Time: 1486.55 ms
[2021-09-27 16:49:02 main:574] : INFO : Epoch 1909 | loss: 0.0311224 | val_loss: 0.0311741 | Time: 1525.96 ms
[2021-09-27 16:49:03 main:574] : INFO : Epoch 1910 | loss: 0.0311221 | val_loss: 0.0311678 | Time: 1466.9 ms
[2021-09-27 16:49:05 main:574] : INFO : Epoch 1911 | loss: 0.0311225 | val_loss: 0.0311721 | Time: 1511.79 ms
[2021-09-27 16:49:06 main:574] : INFO : Epoch 1912 | loss: 0.0311218 | val_loss: 0.031178 | Time: 1538.61 ms
[2021-09-27 16:49:08 main:574] : INFO : Epoch 1913 | loss: 0.0311232 | val_loss: 0.0311691 | Time: 1490.71 ms
[2021-09-27 16:49:09 main:574] : INFO : Epoch 1914 | loss: 0.0311214 | val_loss: 0.0311704 | Time: 1504.57 ms
[2021-09-27 16:49:11 main:574] : INFO : Epoch 1915 | loss: 0.031119 | val_loss: 0.0311685 | Time: 1516.28 ms
[2021-09-27 16:49:12 main:574] : INFO : Epoch 1916 | loss: 0.0311178 | val_loss: 0.0311697 | Time: 1488.53 ms
[2021-09-27 16:49:14 main:574] : INFO : Epoch 1917 | loss: 0.0311203 | val_loss: 0.0311687 | Time: 1494.06 ms
[2021-09-27 16:49:15 main:574] : INFO : Epoch 1918 | loss: 0.031119 | val_loss: 0.0311698 | Time: 1456.4 ms
[2021-09-27 16:49:17 main:574] : INFO : Epoch 1919 | loss: 0.0311177 | val_loss: 0.031168 | Time: 1445.08 ms
[2021-09-27 16:49:18 main:574] : INFO : Epoch 1920 | loss: 0.0311156 | val_loss: 0.0311715 | Time: 1495.5 ms
[2021-09-27 16:49:20 main:574] : INFO : Epoch 1921 | loss: 0.031115 | val_loss: 0.0311724 | Time: 1433.33 ms
[2021-09-27 16:49:21 main:574] : INFO : Epoch 1922 | loss: 0.0311148 | val_loss: 0.0311693 | Time: 1490.43 ms
[2021-09-27 16:49:23 main:574] : INFO : Epoch 1923 | loss: 0.0311157 | val_loss: 0.0311711 | Time: 1464.08 ms
[2021-09-27 16:49:24 main:574] : INFO : Epoch 1924 | loss: 0.0311182 | val_loss: 0.0311755 | Time: 1470.66 ms
[2021-09-27 16:49:26 main:574] : INFO : Epoch 1925 | loss: 0.0311152 | val_loss: 0.031178 | Time: 1503.07 ms
[2021-09-27 16:49:27 main:574] : INFO : Epoch 1926 | loss: 0.0311138 | val_loss: 0.0311714 | Time: 1498.8 ms
[2021-09-27 16:49:29 main:574] : INFO : Epoch 1927 | loss: 0.0311123 | val_loss: 0.0311763 | Time: 1518.57 ms
[2021-09-27 16:49:30 main:574] : INFO : Epoch 1928 | loss: 0.0311165 | val_loss: 0.0311741 | Time: 1511.32 ms
[2021-09-27 16:49:32 main:574] : INFO : Epoch 1929 | loss: 0.031114 | val_loss: 0.0311727 | Time: 1505.05 ms
[2021-09-27 16:49:33 main:574] : INFO : Epoch 1930 | loss: 0.031116 | val_loss: 0.0311713 | Time: 1519.66 ms
[2021-09-27 16:49:35 main:574] : INFO : Epoch 1931 | loss: 0.0311166 | val_loss: 0.0311701 | Time: 1498.17 ms
[2021-09-27 16:49:36 main:574] : INFO : Epoch 1932 | loss: 0.0311146 | val_loss: 0.0311707 | Time: 1542.56 ms
[2021-09-27 16:49:38 main:574] : INFO : Epoch 1933 | loss: 0.031113 | val_loss: 0.0311685 | Time: 1488.91 ms
[2021-09-27 16:49:39 main:574] : INFO : Epoch 1934 | loss: 0.0311134 | val_loss: 0.0311691 | Time: 1529.35 ms
[2021-09-27 16:49:41 main:574] : INFO : Epoch 1935 | loss: 0.0311122 | val_loss: 0.031174 | Time: 1507.15 ms
[2021-09-27 16:49:42 main:574] : INFO : Epoch 1936 | loss: 0.0311129 | val_loss: 0.0311684 | Time: 1518.01 ms
[2021-09-27 16:49:44 main:574] : INFO : Epoch 1937 | loss: 0.0311124 | val_loss: 0.0311668 | Time: 1459.67 ms
[2021-09-27 16:49:45 main:574] : INFO : Epoch 1938 | loss: 0.0311129 | val_loss: 0.0311655 | Time: 1500.99 ms
[2021-09-27 16:49:47 main:574] : INFO : Epoch 1939 | loss: 0.0311105 | val_loss: 0.0311739 | Time: 1524.32 ms
[2021-09-27 16:49:48 main:574] : INFO : Epoch 1940 | loss: 0.0311099 | val_loss: 0.0311715 | Time: 1485.35 ms
[2021-09-27 16:49:50 main:574] : INFO : Epoch 1941 | loss: 0.0311095 | val_loss: 0.0311705 | Time: 1510.93 ms
[2021-09-27 16:49:52 main:574] : INFO : Epoch 1942 | loss: 0.0311106 | val_loss: 0.0311741 | Time: 1501.01 ms
[2021-09-27 16:49:53 main:574] : INFO : Epoch 1943 | loss: 0.0311137 | val_loss: 0.0311709 | Time: 1476.94 ms
[2021-09-27 16:49:55 main:574] : INFO : Epoch 1944 | loss: 0.0311077 | val_loss: 0.0311711 | Time: 1519.41 ms
[2021-09-27 16:49:56 main:574] : INFO : Epoch 1945 | loss: 0.0311094 | val_loss: 0.031177 | Time: 1516.12 ms
[2021-09-27 16:49:58 main:574] : INFO : Epoch 1946 | loss: 0.0311109 | val_loss: 0.0311698 | Time: 1527.1 ms
[2021-09-27 16:49:59 main:574] : INFO : Epoch 1947 | loss: 0.0311091 | val_loss: 0.0311718 | Time: 1478.31 ms
[2021-09-27 16:50:01 main:574] : INFO : Epoch 1948 | loss: 0.0311167 | val_loss: 0.0311719 | Time: 1494.15 ms
[2021-09-27 16:50:02 main:574] : INFO : Epoch 1949 | loss: 0.031113 | val_loss: 0.0311701 | Time: 1487.59 ms
[2021-09-27 16:50:04 main:574] : INFO : Epoch 1950 | loss: 0.0311107 | val_loss: 0.031169 | Time: 1509.3 ms
[2021-09-27 16:50:05 main:574] : INFO : Epoch 1951 | loss: 0.0311115 | val_loss: 0.0311689 | Time: 1480.65 ms
[2021-09-27 16:50:07 main:574] : INFO : Epoch 1952 | loss: 0.0311062 | val_loss: 0.0311753 | Time: 1508.5 ms
[2021-09-27 16:50:08 main:574] : INFO : Epoch 1953 | loss: 0.0311071 | val_loss: 0.0311676 | Time: 1489.68 ms
[2021-09-27 16:50:10 main:574] : INFO : Epoch 1954 | loss: 0.0311076 | val_loss: 0.0311687 | Time: 1530.53 ms
[2021-09-27 16:50:11 main:574] : INFO : Epoch 1955 | loss: 0.0311056 | val_loss: 0.0311732 | Time: 1498.38 ms
[2021-09-27 16:50:13 main:574] : INFO : Epoch 1956 | loss: 0.0311077 | val_loss: 0.0311717 | Time: 1489.4 ms
[2021-09-27 16:50:14 main:574] : INFO : Epoch 1957 | loss: 0.0311068 | val_loss: 0.0311722 | Time: 1486.53 ms
[2021-09-27 16:50:16 main:574] : INFO : Epoch 1958 | loss: 0.0311092 | val_loss: 0.031182 | Time: 1503.98 ms
[2021-09-27 16:50:17 main:574] : INFO : Epoch 1959 | loss: 0.0311094 | val_loss: 0.0311758 | Time: 1491.03 ms
[2021-09-27 16:50:19 main:574] : INFO : Epoch 1960 | loss: 0.0311149 | val_loss: 0.0311682 | Time: 1483.91 ms
[2021-09-27 16:50:20 main:574] : INFO : Epoch 1961 | loss: 0.0311142 | val_loss: 0.0311713 | Time: 1476.77 ms
[2021-09-27 16:50:22 main:574] : INFO : Epoch 1962 | loss: 0.0311136 | val_loss: 0.0311699 | Time: 1482.09 ms
[2021-09-27 16:50:23 main:574] : INFO : Epoch 1963 | loss: 0.0311108 | val_loss: 0.0311725 | Time: 1501.72 ms
[2021-09-27 16:50:25 main:574] : INFO : Epoch 1964 | loss: 0.0311061 | val_loss: 0.0311704 | Time: 1535.55 ms
[2021-09-27 16:50:26 main:574] : INFO : Epoch 1965 | loss: 0.0311034 | val_loss: 0.0311637 | Time: 1517.8 ms
[2021-09-27 16:50:28 main:574] : INFO : Epoch 1966 | loss: 0.0311045 | val_loss: 0.0311711 | Time: 1531.78 ms
[2021-09-27 16:50:29 main:574] : INFO : Epoch 1967 | loss: 0.0311059 | val_loss: 0.0311739 | Time: 1491.87 ms
[2021-09-27 16:50:31 main:574] : INFO : Epoch 1968 | loss: 0.0311098 | val_loss: 0.0311712 | Time: 1533.23 ms
[2021-09-27 16:50:32 main:574] : INFO : Epoch 1969 | loss: 0.0311065 | val_loss: 0.0311777 | Time: 1511.09 ms
[2021-09-27 16:50:34 main:574] : INFO : Epoch 1970 | loss: 0.0311077 | val_loss: 0.031171 | Time: 1487.19 ms
[2021-09-27 16:50:35 main:574] : INFO : Epoch 1971 | loss: 0.0311046 | val_loss: 0.0311768 | Time: 1497.5 ms
[2021-09-27 16:50:37 main:574] : INFO : Epoch 1972 | loss: 0.0311069 | val_loss: 0.0311752 | Time: 1467.6 ms
[2021-09-27 16:50:38 main:574] : INFO : Epoch 1973 | loss: 0.0311038 | val_loss: 0.031173 | Time: 1475.43 ms
[2021-09-27 16:50:40 main:574] : INFO : Epoch 1974 | loss: 0.0311058 | val_loss: 0.0311724 | Time: 1490.17 ms
[2021-09-27 16:50:41 main:574] : INFO : Epoch 1975 | loss: 0.0311066 | val_loss: 0.0311753 | Time: 1452.83 ms
[2021-09-27 16:50:43 main:574] : INFO : Epoch 1976 | loss: 0.031108 | val_loss: 0.0311772 | Time: 1493.76 ms
[2021-09-27 16:50:44 main:574] : INFO : Epoch 1977 | loss: 0.031105 | val_loss: 0.0311752 | Time: 1509.01 ms
[2021-09-27 16:50:46 main:574] : INFO : Epoch 1978 | loss: 0.0311039 | val_loss: 0.0311741 | Time: 1492.12 ms
[2021-09-27 16:50:47 main:574] : INFO : Epoch 1979 | loss: 0.0311034 | val_loss: 0.0311714 | Time: 1519.78 ms
[2021-09-27 16:50:49 main:574] : INFO : Epoch 1980 | loss: 0.0311084 | val_loss: 0.0311728 | Time: 1528.13 ms
[2021-09-27 16:50:50 main:574] : INFO : Epoch 1981 | loss: 0.0311069 | val_loss: 0.0311741 | Time: 1494.72 ms
[2021-09-27 16:50:52 main:574] : INFO : Epoch 1982 | loss: 0.031103 | val_loss: 0.0311727 | Time: 1486.11 ms
[2021-09-27 16:50:53 main:574] : INFO : Epoch 1983 | loss: 0.031105 | val_loss: 0.0311739 | Time: 1523.05 ms
[2021-09-27 16:50:55 main:574] : INFO : Epoch 1984 | loss: 0.0311182 | val_loss: 0.0311766 | Time: 1512.7 ms
[2021-09-27 16:50:56 main:574] : INFO : Epoch 1985 | loss: 0.0311113 | val_loss: 0.0311749 | Time: 1473.38 ms
[2021-09-27 16:50:58 main:574] : INFO : Epoch 1986 | loss: 0.0311043 | val_loss: 0.0311733 | Time: 1494.93 ms
[2021-09-27 16:50:59 main:574] : INFO : Epoch 1987 | loss: 0.031103 | val_loss: 0.031168 | Time: 1501.84 ms
[2021-09-27 16:51:01 main:574] : INFO : Epoch 1988 | loss: 0.0311035 | val_loss: 0.0311735 | Time: 1482.14 ms
[2021-09-27 16:51:02 main:574] : INFO : Epoch 1989 | loss: 0.0311032 | val_loss: 0.0311735 | Time: 1503.93 ms
[2021-09-27 16:51:04 main:574] : INFO : Epoch 1990 | loss: 0.0311044 | val_loss: 0.0311784 | Time: 1505.31 ms
[2021-09-27 16:51:05 main:574] : INFO : Epoch 1991 | loss: 0.0311053 | val_loss: 0.0311716 | Time: 1523.02 ms
[2021-09-27 16:51:07 main:574] : INFO : Epoch 1992 | loss: 0.0310984 | val_loss: 0.0311787 | Time: 1480.64 ms
[2021-09-27 16:51:08 main:574] : INFO : Epoch 1993 | loss: 0.0311024 | val_loss: 0.0311737 | Time: 1480.65 ms
[2021-09-27 16:51:10 main:574] : INFO : Epoch 1994 | loss: 0.0311005 | val_loss: 0.0311801 | Time: 1492.12 ms
[2021-09-27 16:51:11 main:574] : INFO : Epoch 1995 | loss: 0.0311031 | val_loss: 0.0311744 | Time: 1508.28 ms
[2021-09-27 16:51:13 main:574] : INFO : Epoch 1996 | loss: 0.0311009 | val_loss: 0.0311721 | Time: 1479.14 ms
[2021-09-27 16:51:14 main:574] : INFO : Epoch 1997 | loss: 0.0311005 | val_loss: 0.0311726 | Time: 1455.37 ms
[2021-09-27 16:51:16 main:574] : INFO : Epoch 1998 | loss: 0.0310995 | val_loss: 0.0311728 | Time: 1493.59 ms
[2021-09-27 16:51:17 main:574] : INFO : Epoch 1999 | loss: 0.0311043 | val_loss: 0.0311801 | Time: 1511.2 ms
[2021-09-27 16:51:19 main:574] : INFO : Epoch 2000 | loss: 0.031104 | val_loss: 0.0311757 | Time: 1534.19 ms
[2021-09-27 16:51:20 main:574] : INFO : Epoch 2001 | loss: 0.0311049 | val_loss: 0.0311699 | Time: 1484.26 ms
[2021-09-27 16:51:22 main:574] : INFO : Epoch 2002 | loss: 0.0311058 | val_loss: 0.0311684 | Time: 1489.54 ms
[2021-09-27 16:51:23 main:574] : INFO : Epoch 2003 | loss: 0.0311076 | val_loss: 0.0311716 | Time: 1490.01 ms
[2021-09-27 16:51:25 main:574] : INFO : Epoch 2004 | loss: 0.0311028 | val_loss: 0.0311741 | Time: 1485.68 ms
[2021-09-27 16:51:26 main:574] : INFO : Epoch 2005 | loss: 0.0311026 | val_loss: 0.0311816 | Time: 1533.18 ms
[2021-09-27 16:51:28 main:574] : INFO : Epoch 2006 | loss: 0.0311017 | val_loss: 0.0311668 | Time: 1594.13 ms
[2021-09-27 16:51:30 main:574] : INFO : Epoch 2007 | loss: 0.0311044 | val_loss: 0.0311771 | Time: 1602.96 ms
[2021-09-27 16:51:31 main:574] : INFO : Epoch 2008 | loss: 0.0311003 | val_loss: 0.0311718 | Time: 1581.48 ms
[2021-09-27 16:51:33 main:574] : INFO : Epoch 2009 | loss: 0.0310981 | val_loss: 0.0311781 | Time: 1582.65 ms
[2021-09-27 16:51:34 main:574] : INFO : Epoch 2010 | loss: 0.0311022 | val_loss: 0.0311765 | Time: 1599.85 ms
[2021-09-27 16:51:36 main:574] : INFO : Epoch 2011 | loss: 0.0311024 | val_loss: 0.0311811 | Time: 1581.5 ms
[2021-09-27 16:51:37 main:574] : INFO : Epoch 2012 | loss: 0.0310984 | val_loss: 0.0311789 | Time: 1601.35 ms
[2021-09-27 16:51:39 main:574] : INFO : Epoch 2013 | loss: 0.0311012 | val_loss: 0.0311744 | Time: 1615.59 ms
[2021-09-27 16:51:41 main:574] : INFO : Epoch 2014 | loss: 0.0311003 | val_loss: 0.0311781 | Time: 1589.52 ms
[2021-09-27 16:51:42 main:574] : INFO : Epoch 2015 | loss: 0.0311015 | val_loss: 0.0311744 | Time: 1609.77 ms
[2021-09-27 16:51:44 main:574] : INFO : Epoch 2016 | loss: 0.031102 | val_loss: 0.0311822 | Time: 1603.46 ms
[2021-09-27 16:51:46 main:574] : INFO : Epoch 2017 | loss: 0.0311002 | val_loss: 0.0311733 | Time: 1602.83 ms
[2021-09-27 16:51:47 main:574] : INFO : Epoch 2018 | loss: 0.0310985 | val_loss: 0.0311845 | Time: 1581.66 ms
[2021-09-27 16:51:49 main:574] : INFO : Epoch 2019 | loss: 0.0311042 | val_loss: 0.0311811 | Time: 1638.78 ms
[2021-09-27 16:51:50 main:574] : INFO : Epoch 2020 | loss: 0.0311047 | val_loss: 0.0311923 | Time: 1590.85 ms
[2021-09-27 16:51:52 main:574] : INFO : Epoch 2021 | loss: 0.0311095 | val_loss: 0.0311702 | Time: 1601.29 ms
[2021-09-27 16:51:54 main:574] : INFO : Epoch 2022 | loss: 0.0311105 | val_loss: 0.0311723 | Time: 1585.47 ms
[2021-09-27 16:51:55 main:574] : INFO : Epoch 2023 | loss: 0.0311042 | val_loss: 0.03118 | Time: 1586.57 ms
[2021-09-27 16:51:57 main:574] : INFO : Epoch 2024 | loss: 0.0310982 | val_loss: 0.0311727 | Time: 1602.45 ms
[2021-09-27 16:51:58 main:574] : INFO : Epoch 2025 | loss: 0.0310977 | val_loss: 0.0311782 | Time: 1608.6 ms
[2021-09-27 16:52:00 main:574] : INFO : Epoch 2026 | loss: 0.0310995 | val_loss: 0.0311863 | Time: 1634.4 ms
[2021-09-27 16:52:02 main:574] : INFO : Epoch 2027 | loss: 0.0311007 | val_loss: 0.0311943 | Time: 1560.84 ms
[2021-09-27 16:52:03 main:574] : INFO : Epoch 2028 | loss: 0.0311062 | val_loss: 0.0311844 | Time: 1513.88 ms
[2021-09-27 16:52:05 main:574] : INFO : Epoch 2029 | loss: 0.0311078 | val_loss: 0.0311756 | Time: 1473.46 ms
[2021-09-27 16:52:06 main:574] : INFO : Epoch 2030 | loss: 0.0311103 | val_loss: 0.0311758 | Time: 1511.29 ms
[2021-09-27 16:52:08 main:574] : INFO : Epoch 2031 | loss: 0.0311043 | val_loss: 0.0311735 | Time: 1482.75 ms
[2021-09-27 16:52:09 main:574] : INFO : Epoch 2032 | loss: 0.0311 | val_loss: 0.0311801 | Time: 1485.86 ms
[2021-09-27 16:52:11 main:574] : INFO : Epoch 2033 | loss: 0.0310983 | val_loss: 0.0311744 | Time: 1518.9 ms
[2021-09-27 16:52:12 main:574] : INFO : Epoch 2034 | loss: 0.0310988 | val_loss: 0.0311691 | Time: 1480.62 ms
[2021-09-27 16:52:14 main:574] : INFO : Epoch 2035 | loss: 0.0310974 | val_loss: 0.0311791 | Time: 1506.2 ms
[2021-09-27 16:52:15 main:574] : INFO : Epoch 2036 | loss: 0.0310985 | val_loss: 0.0311739 | Time: 1526.94 ms
[2021-09-27 16:52:17 main:574] : INFO : Epoch 2037 | loss: 0.0311004 | val_loss: 0.0311777 | Time: 1472.64 ms
[2021-09-27 16:52:18 main:574] : INFO : Epoch 2038 | loss: 0.0310996 | val_loss: 0.0311819 | Time: 1516.52 ms
[2021-09-27 16:52:20 main:574] : INFO : Epoch 2039 | loss: 0.0310994 | val_loss: 0.0311789 | Time: 1490.13 ms
[2021-09-27 16:52:21 main:574] : INFO : Epoch 2040 | loss: 0.0310979 | val_loss: 0.0311762 | Time: 1484 ms
[2021-09-27 16:52:23 main:574] : INFO : Epoch 2041 | loss: 0.0310956 | val_loss: 0.0311739 | Time: 1518.06 ms
[2021-09-27 16:52:24 main:574] : INFO : Epoch 2042 | loss: 0.0310954 | val_loss: 0.0311761 | Time: 1503.2 ms
[2021-09-27 16:52:26 main:574] : INFO : Epoch 2043 | loss: 0.0310959 | val_loss: 0.0311775 | Time: 1462.15 ms
[2021-09-27 16:52:27 main:574] : INFO : Epoch 2044 | loss: 0.0310984 | val_loss: 0.0311751 | Time: 1533.83 ms
[2021-09-27 16:52:29 main:574] : INFO : Epoch 2045 | loss: 0.0311127 | val_loss: 0.031185 | Time: 1485.41 ms
[2021-09-27 16:52:30 main:574] : INFO : Epoch 2046 | loss: 0.0311701 | val_loss: 0.0311735 | Time: 1519.92 ms
[2021-09-27 16:52:32 main:574] : INFO : Epoch 2047 | loss: 0.0311579 | val_loss: 0.0311672 | Time: 1504.64 ms
[2021-09-27 16:52:33 main:574] : INFO : Epoch 2048 | loss: 0.0311463 | val_loss: 0.0311659 | Time: 1470.92 ms
[2021-09-27 16:52:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311659
[2021-09-27 16:52:33 main:603] : INFO : Saving end state to config to file
[2021-09-27 16:52:33 main:608] : INFO : Success, exiting..
16:52:33 (1744): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)