Task 7872477
| Name | ParityModified-1631730344-24220-2_1 |
| Workunit | 5250419 |
| Created | 7 Oct 2021, 2:54:34 UTC |
| Sent | 7 Oct 2021, 4:22:22 UTC |
| Report deadline | 14 Oct 2021, 4:22:22 UTC |
| Received | 7 Oct 2021, 18:31:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 7 sec |
| CPU time | 50 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1538 | loss: 0.0311225 | val_loss: 0.0311594 | Time: 1453.91 ms [2021-10-07 14:18:25 main:581] : INFO : Epoch 1539 | loss: 0.0311225 | val_loss: 0.0311611 | Time: 1475.95 ms [2021-10-07 14:18:27 main:581] : INFO : Epoch 1540 | loss: 0.0311221 | val_loss: 0.0311634 | Time: 1495.81 ms [2021-10-07 14:18:28 main:581] : INFO : Epoch 1541 | loss: 0.0311217 | val_loss: 0.0311626 | Time: 1463.16 ms [2021-10-07 14:18:30 main:581] : INFO : Epoch 1542 | loss: 0.031122 | val_loss: 0.0311588 | Time: 1469.56 ms [2021-10-07 14:18:31 main:581] : INFO : Epoch 1543 | loss: 0.0311227 | val_loss: 0.0311631 | Time: 1492.5 ms [2021-10-07 14:18:33 main:581] : INFO : Epoch 1544 | loss: 0.0311226 | val_loss: 0.0311595 | Time: 1487.58 ms [2021-10-07 14:18:34 main:581] : INFO : Epoch 1545 | loss: 0.0311247 | val_loss: 0.0311592 | Time: 1454.37 ms [2021-10-07 14:18:36 main:581] : INFO : Epoch 1546 | loss: 0.0311221 | val_loss: 0.031158 | Time: 1485.89 ms [2021-10-07 14:18:37 main:581] : INFO : Epoch 1547 | loss: 0.0311225 | val_loss: 0.0311656 | Time: 1470.93 ms [2021-10-07 14:18:39 main:581] : INFO : Epoch 1548 | loss: 0.0311225 | val_loss: 0.0311662 | Time: 1556.96 ms [2021-10-07 14:18:40 main:581] : INFO : Epoch 1549 | loss: 0.0311256 | val_loss: 0.0311645 | Time: 1526.4 ms [2021-10-07 14:18:42 main:581] : INFO : Epoch 1550 | loss: 0.0311273 | val_loss: 0.0311603 | Time: 1442.55 ms [2021-10-07 14:18:43 main:581] : INFO : Epoch 1551 | loss: 0.0311231 | val_loss: 0.0311589 | Time: 1462.45 ms [2021-10-07 14:18:45 main:581] : INFO : Epoch 1552 | loss: 0.0311221 | val_loss: 0.0311591 | Time: 1449.05 ms [2021-10-07 14:18:46 main:581] : INFO : Epoch 1553 | loss: 0.0311229 | val_loss: 0.0311629 | Time: 1453.56 ms [2021-10-07 14:18:47 main:581] : INFO : Epoch 1554 | loss: 0.0311225 | val_loss: 0.031172 | Time: 1479.81 ms [2021-10-07 14:18:49 main:581] : INFO : Epoch 1555 | loss: 0.0311231 | val_loss: 0.0311604 | Time: 1468.94 ms [2021-10-07 14:18:50 main:581] : INFO : Epoch 1556 | loss: 0.0311223 | val_loss: 0.0311636 | Time: 1471.24 ms [2021-10-07 14:18:52 main:581] : INFO : Epoch 1557 | loss: 0.0311236 | val_loss: 0.0311666 | Time: 1473.02 ms [2021-10-07 14:18:53 main:581] : INFO : Epoch 1558 | loss: 0.031125 | val_loss: 0.0311619 | Time: 1470.54 ms [2021-10-07 14:18:55 main:581] : INFO : Epoch 1559 | loss: 0.0311228 | val_loss: 0.0311602 | Time: 1457.06 ms [2021-10-07 14:18:56 main:581] : INFO : Epoch 1560 | loss: 0.0311224 | val_loss: 0.0311601 | Time: 1466.53 ms [2021-10-07 14:18:58 main:581] : INFO : Epoch 1561 | loss: 0.0311224 | val_loss: 0.0311597 | Time: 1450.91 ms [2021-10-07 14:18:59 main:581] : INFO : Epoch 1562 | loss: 0.031122 | val_loss: 0.031163 | Time: 1428.4 ms [2021-10-07 14:19:01 main:581] : INFO : Epoch 1563 | loss: 0.0311221 | val_loss: 0.0311606 | Time: 1477.95 ms [2021-10-07 14:19:02 main:581] : INFO : Epoch 1564 | loss: 0.0311222 | val_loss: 0.0311609 | Time: 1461.86 ms [2021-10-07 14:19:04 main:581] : INFO : Epoch 1565 | loss: 0.0311232 | val_loss: 0.0311611 | Time: 1441.84 ms [2021-10-07 14:19:05 main:581] : INFO : Epoch 1566 | loss: 0.0311218 | val_loss: 0.0311601 | Time: 1464.53 ms [2021-10-07 14:19:06 main:581] : INFO : Epoch 1567 | loss: 0.0311215 | val_loss: 0.031161 | Time: 1459.17 ms [2021-10-07 14:19:08 main:581] : INFO : Epoch 1568 | loss: 0.0311217 | val_loss: 0.031161 | Time: 1459.3 ms [2021-10-07 14:19:09 main:581] : INFO : Epoch 1569 | loss: 0.0311232 | val_loss: 0.0311579 | Time: 1460.07 ms [2021-10-07 14:19:11 main:581] : INFO : Epoch 1570 | loss: 0.0311221 | val_loss: 0.0311597 | Time: 1469.84 ms [2021-10-07 14:19:12 main:581] : INFO : Epoch 1571 | loss: 0.0311228 | val_loss: 0.0311649 | Time: 1470.72 ms [2021-10-07 14:19:14 main:581] : INFO : Epoch 1572 | loss: 0.0311228 | val_loss: 0.0311618 | Time: 1472.49 ms [2021-10-07 14:19:15 main:581] : INFO : Epoch 1573 | loss: 0.0311235 | val_loss: 0.0311658 | Time: 1436.12 ms [2021-10-07 14:19:17 main:581] : INFO : Epoch 1574 | loss: 0.0311234 | val_loss: 0.0311631 | Time: 1470.13 ms [2021-10-07 14:19:18 main:581] : INFO : Epoch 1575 | loss: 0.0311219 | val_loss: 0.031162 | Time: 1474.33 ms [2021-10-07 14:19:20 main:581] : INFO : Epoch 1576 | loss: 0.0311217 | val_loss: 0.0311595 | Time: 1459.9 ms [2021-10-07 14:19:21 main:581] : INFO : Epoch 1577 | loss: 0.0311223 | val_loss: 0.0311706 | Time: 1454.06 ms [2021-10-07 14:19:23 main:581] : INFO : Epoch 1578 | loss: 0.0311266 | val_loss: 0.0311626 | Time: 1446.14 ms [2021-10-07 14:19:24 main:581] : INFO : Epoch 1579 | loss: 0.0311229 | val_loss: 0.0311629 | Time: 1466.04 ms [2021-10-07 14:19:25 main:581] : INFO : Epoch 1580 | loss: 0.0311224 | val_loss: 0.0311608 | Time: 1456.89 ms [2021-10-07 14:19:27 main:581] : INFO : Epoch 1581 | loss: 0.0311234 | val_loss: 0.031162 | Time: 1469.26 ms [2021-10-07 14:19:28 main:581] : INFO : Epoch 1582 | loss: 0.0311229 | val_loss: 0.0311619 | Time: 1451 ms [2021-10-07 14:19:30 main:581] : INFO : Epoch 1583 | loss: 0.0311225 | val_loss: 0.0311604 | Time: 1459.07 ms [2021-10-07 14:19:31 main:581] : INFO : Epoch 1584 | loss: 0.0311214 | val_loss: 0.031164 | Time: 1472.44 ms [2021-10-07 14:19:33 main:581] : INFO : Epoch 1585 | loss: 0.0311222 | val_loss: 0.0311617 | Time: 1462.12 ms [2021-10-07 14:19:34 main:581] : INFO : Epoch 1586 | loss: 0.031123 | val_loss: 0.0311715 | Time: 1458.2 ms [2021-10-07 14:19:36 main:581] : INFO : Epoch 1587 | loss: 0.0311269 | val_loss: 0.0311633 | Time: 1488.07 ms [2021-10-07 14:19:37 main:581] : INFO : Epoch 1588 | loss: 0.0311233 | val_loss: 0.0311629 | Time: 1477.71 ms [2021-10-07 14:19:39 main:581] : INFO : Epoch 1589 | loss: 0.0311216 | val_loss: 0.0311592 | Time: 1443.11 ms [2021-10-07 14:19:40 main:581] : INFO : Epoch 1590 | loss: 0.0311229 | val_loss: 0.0311599 | Time: 1463.49 ms [2021-10-07 14:19:42 main:581] : INFO : Epoch 1591 | loss: 0.0311245 | val_loss: 0.0311617 | Time: 1480.47 ms [2021-10-07 14:19:43 main:581] : INFO : Epoch 1592 | loss: 0.0311235 | val_loss: 0.0311617 | Time: 1435.89 ms [2021-10-07 14:19:44 main:581] : INFO : Epoch 1593 | loss: 0.0311241 | val_loss: 0.0311606 | Time: 1444.77 ms [2021-10-07 14:19:46 main:581] : INFO : Epoch 1594 | loss: 0.0311215 | val_loss: 0.0311589 | Time: 1468.14 ms [2021-10-07 14:19:47 main:581] : INFO : Epoch 1595 | loss: 0.031122 | val_loss: 0.0311605 | Time: 1455.4 ms [2021-10-07 14:19:49 main:581] : INFO : Epoch 1596 | loss: 0.0311217 | val_loss: 0.0311602 | Time: 1439.52 ms [2021-10-07 14:19:50 main:581] : INFO : Epoch 1597 | loss: 0.0311226 | val_loss: 0.0311615 | Time: 1460.21 ms [2021-10-07 14:19:52 main:581] : INFO : Epoch 1598 | loss: 0.0311245 | val_loss: 0.0311593 | Time: 1479.64 ms [2021-10-07 14:19:53 main:581] : INFO : Epoch 1599 | loss: 0.0311217 | val_loss: 0.0311659 | Time: 1483.35 ms [2021-10-07 14:19:55 main:581] : INFO : Epoch 1600 | loss: 0.0311231 | val_loss: 0.0311618 | Time: 1460.49 ms [2021-10-07 14:19:56 main:581] : INFO : Epoch 1601 | loss: 0.0311227 | val_loss: 0.0311604 | Time: 1475.03 ms [2021-10-07 14:19:58 main:581] : INFO : Epoch 1602 | loss: 0.0311223 | val_loss: 0.0311667 | Time: 1489.97 ms [2021-10-07 14:19:59 main:581] : INFO : Epoch 1603 | loss: 0.0311244 | val_loss: 0.0311629 | Time: 1464.34 ms [2021-10-07 14:20:01 main:581] : INFO : Epoch 1604 | loss: 0.0311224 | val_loss: 0.0311592 | Time: 1492.39 ms [2021-10-07 14:20:02 main:581] : INFO : Epoch 1605 | loss: 0.031123 | val_loss: 0.0311621 | Time: 1488.08 ms [2021-10-07 14:20:04 main:581] : INFO : Epoch 1606 | loss: 0.0311222 | val_loss: 0.031162 | Time: 1475.7 ms [2021-10-07 14:20:05 main:581] : INFO : Epoch 1607 | loss: 0.0311227 | val_loss: 0.0311612 | Time: 1464.91 ms [2021-10-07 14:20:07 main:581] : INFO : Epoch 1608 | loss: 0.0311238 | val_loss: 0.0311624 | Time: 1451.75 ms [2021-10-07 14:20:08 main:581] : INFO : Epoch 1609 | loss: 0.031123 | val_loss: 0.0311592 | Time: 1461.8 ms [2021-10-07 14:20:09 main:581] : INFO : Epoch 1610 | loss: 0.0311219 | val_loss: 0.0311608 | Time: 1445.07 ms [2021-10-07 14:20:11 main:581] : INFO : Epoch 1611 | loss: 0.0311215 | val_loss: 0.0311609 | Time: 1442.69 ms [2021-10-07 14:20:12 main:581] : INFO : Epoch 1612 | loss: 0.0311238 | val_loss: 0.0311621 | Time: 1445.43 ms [2021-10-07 14:20:14 main:581] : INFO : Epoch 1613 | loss: 0.0311234 | val_loss: 0.0311603 | Time: 1449.25 ms [2021-10-07 14:20:15 main:581] : INFO : Epoch 1614 | loss: 0.0311219 | val_loss: 0.0311621 | Time: 1453.03 ms [2021-10-07 14:20:17 main:581] : INFO : Epoch 1615 | loss: 0.031123 | val_loss: 0.0311605 | Time: 1457.48 ms [2021-10-07 14:20:18 main:581] : INFO : Epoch 1616 | loss: 0.0311224 | val_loss: 0.0311592 | Time: 1459.09 ms [2021-10-07 14:20:20 main:581] : INFO : Epoch 1617 | loss: 0.0311233 | val_loss: 0.031165 | Time: 1465.79 ms [2021-10-07 14:20:21 main:581] : INFO : Epoch 1618 | loss: 0.0311234 | val_loss: 0.0311632 | Time: 1451.3 ms [2021-10-07 14:20:23 main:581] : INFO : Epoch 1619 | loss: 0.0311223 | val_loss: 0.0311597 | Time: 1490.32 ms [2021-10-07 14:20:24 main:581] : INFO : Epoch 1620 | loss: 0.0311226 | val_loss: 0.031163 | Time: 1465.43 ms [2021-10-07 14:20:25 main:581] : INFO : Epoch 1621 | loss: 0.0311235 | val_loss: 0.0311601 | Time: 1459.18 ms [2021-10-07 14:20:27 main:581] : INFO : Epoch 1622 | loss: 0.0311215 | val_loss: 0.0311605 | Time: 1462.58 ms [2021-10-07 14:20:28 main:581] : INFO : Epoch 1623 | loss: 0.0311218 | val_loss: 0.0311602 | Time: 1484.25 ms [2021-10-07 14:20:30 main:581] : INFO : Epoch 1624 | loss: 0.031124 | val_loss: 0.0311673 | Time: 1467.93 ms [2021-10-07 14:20:31 main:581] : INFO : Epoch 1625 | loss: 0.0311233 | val_loss: 0.0311617 | Time: 1459.3 ms [2021-10-07 14:20:33 main:581] : INFO : Epoch 1626 | loss: 0.0311224 | val_loss: 0.0311616 | Time: 1449.69 ms [2021-10-07 14:20:34 main:581] : INFO : Epoch 1627 | loss: 0.0311223 | val_loss: 0.0311606 | Time: 1551.43 ms [2021-10-07 14:20:36 main:581] : INFO : Epoch 1628 | loss: 0.0311227 | val_loss: 0.0311625 | Time: 1528.58 ms [2021-10-07 14:20:37 main:581] : INFO : Epoch 1629 | loss: 0.0311225 | val_loss: 0.0311648 | Time: 1471.34 ms [2021-10-07 14:20:39 main:581] : INFO : Epoch 1630 | loss: 0.031123 | val_loss: 0.0311584 | Time: 1459.26 ms [2021-10-07 14:20:40 main:581] : INFO : Epoch 1631 | loss: 0.0311269 | val_loss: 0.0311707 | Time: 1457.06 ms [2021-10-07 14:20:42 main:581] : INFO : Epoch 1632 | loss: 0.0311315 | val_loss: 0.0311633 | Time: 1489.37 ms [2021-10-07 14:20:43 main:581] : INFO : Epoch 1633 | loss: 0.0311242 | val_loss: 0.0311594 | Time: 1514.83 ms [2021-10-07 14:20:45 main:581] : INFO : Epoch 1634 | loss: 0.0311229 | val_loss: 0.0311615 | Time: 1463.61 ms [2021-10-07 14:20:46 main:581] : INFO : Epoch 1635 | loss: 0.0311226 | val_loss: 0.0311629 | Time: 1446 ms [2021-10-07 14:20:48 main:581] : INFO : Epoch 1636 | loss: 0.0311234 | val_loss: 0.0311583 | Time: 1490.91 ms [2021-10-07 14:20:49 main:581] : INFO : Epoch 1637 | loss: 0.0311254 | val_loss: 0.0311595 | Time: 1472.11 ms [2021-10-07 14:20:51 main:581] : INFO : Epoch 1638 | loss: 0.0311238 | val_loss: 0.0311589 | Time: 1467.75 ms [2021-10-07 14:20:52 main:581] : INFO : Epoch 1639 | loss: 0.0311225 | val_loss: 0.0311609 | Time: 1463.98 ms [2021-10-07 14:20:54 main:581] : INFO : Epoch 1640 | loss: 0.0311224 | val_loss: 0.0311647 | Time: 1469.65 ms [2021-10-07 14:20:55 main:581] : INFO : Epoch 1641 | loss: 0.0311225 | val_loss: 0.0311587 | Time: 1447.83 ms [2021-10-07 14:20:56 main:581] : INFO : Epoch 1642 | loss: 0.0311228 | val_loss: 0.031163 | Time: 1439.33 ms [2021-10-07 14:20:58 main:581] : INFO : Epoch 1643 | loss: 0.0311231 | val_loss: 0.0311609 | Time: 1471.69 ms [2021-10-07 14:20:59 main:581] : INFO : Epoch 1644 | loss: 0.0311221 | val_loss: 0.0311599 | Time: 1463.84 ms [2021-10-07 14:21:01 main:581] : INFO : Epoch 1645 | loss: 0.0311216 | val_loss: 0.0311612 | Time: 1459.47 ms [2021-10-07 14:21:02 main:581] : INFO : Epoch 1646 | loss: 0.0311217 | val_loss: 0.0311609 | Time: 1467.44 ms [2021-10-07 14:21:04 main:581] : INFO : Epoch 1647 | loss: 0.0311217 | val_loss: 0.0311606 | Time: 1478.58 ms [2021-10-07 14:21:05 main:581] : INFO : Epoch 1648 | loss: 0.0311216 | val_loss: 0.0311603 | Time: 1464.79 ms [2021-10-07 14:21:07 main:581] : INFO : Epoch 1649 | loss: 0.0311233 | val_loss: 0.03116 | Time: 1445.86 ms [2021-10-07 14:21:08 main:581] : INFO : Epoch 1650 | loss: 0.0311232 | val_loss: 0.0311581 | Time: 1479.04 ms [2021-10-07 14:21:10 main:581] : INFO : Epoch 1651 | loss: 0.0311224 | val_loss: 0.0311668 | Time: 1472.87 ms [2021-10-07 14:21:11 main:581] : INFO : Epoch 1652 | loss: 0.031123 | val_loss: 0.0311622 | Time: 1437.48 ms [2021-10-07 14:21:13 main:581] : INFO : Epoch 1653 | loss: 0.0311217 | val_loss: 0.0311608 | Time: 1454.61 ms [2021-10-07 14:21:14 main:581] : INFO : Epoch 1654 | loss: 0.0311214 | val_loss: 0.0311593 | Time: 1493.06 ms [2021-10-07 14:21:16 main:581] : INFO : Epoch 1655 | loss: 0.0311217 | val_loss: 0.0311609 | Time: 1499.43 ms [2021-10-07 14:21:17 main:581] : INFO : Epoch 1656 | loss: 0.0311237 | val_loss: 0.0311607 | Time: 1442.1 ms [2021-10-07 14:21:19 main:581] : INFO : Epoch 1657 | loss: 0.0311241 | val_loss: 0.0311618 | Time: 1510.75 ms [2021-10-07 14:21:20 main:581] : INFO : Epoch 1658 | loss: 0.0311252 | val_loss: 0.0311592 | Time: 1454.56 ms [2021-10-07 14:21:21 main:581] : INFO : Epoch 1659 | loss: 0.0311259 | val_loss: 0.0311618 | Time: 1469.11 ms [2021-10-07 14:21:23 main:581] : INFO : Epoch 1660 | loss: 0.0311228 | val_loss: 0.0311615 | Time: 1467.02 ms [2021-10-07 14:21:24 main:581] : INFO : Epoch 1661 | loss: 0.0311217 | val_loss: 0.0311677 | Time: 1456.7 ms [2021-10-07 14:21:26 main:581] : INFO : Epoch 1662 | loss: 0.0311223 | val_loss: 0.0311599 | Time: 1458.33 ms [2021-10-07 14:21:27 main:581] : INFO : Epoch 1663 | loss: 0.031122 | val_loss: 0.0311595 | Time: 1456.75 ms [2021-10-07 14:21:29 main:581] : INFO : Epoch 1664 | loss: 0.0311224 | val_loss: 0.0311613 | Time: 1452.73 ms [2021-10-07 14:21:30 main:581] : INFO : Epoch 1665 | loss: 0.0311222 | val_loss: 0.0311615 | Time: 1458.84 ms [2021-10-07 14:21:32 main:581] : INFO : Epoch 1666 | loss: 0.0311228 | val_loss: 0.0311604 | Time: 1466.6 ms [2021-10-07 14:21:33 main:581] : INFO : Epoch 1667 | loss: 0.0311259 | val_loss: 0.0311652 | Time: 1442.38 ms [2021-10-07 14:21:35 main:581] : INFO : Epoch 1668 | loss: 0.0311266 | val_loss: 0.03116 | Time: 1432.26 ms [2021-10-07 14:21:36 main:581] : INFO : Epoch 1669 | loss: 0.0311256 | val_loss: 0.0311639 | Time: 1467.63 ms [2021-10-07 14:21:37 main:581] : INFO : Epoch 1670 | loss: 0.0311225 | val_loss: 0.031164 | Time: 1454.34 ms [2021-10-07 14:21:39 main:581] : INFO : Epoch 1671 | loss: 0.0311227 | val_loss: 0.0311612 | Time: 1421.89 ms [2021-10-07 14:21:40 main:581] : INFO : Epoch 1672 | loss: 0.031124 | val_loss: 0.0311596 | Time: 1425.39 ms [2021-10-07 14:21:42 main:581] : INFO : Epoch 1673 | loss: 0.0311226 | val_loss: 0.0311623 | Time: 1449.09 ms [2021-10-07 14:21:43 main:581] : INFO : Epoch 1674 | loss: 0.0311228 | val_loss: 0.0311611 | Time: 1424.66 ms [2021-10-07 14:21:45 main:581] : INFO : Epoch 1675 | loss: 0.0311219 | val_loss: 0.0311588 | Time: 1476.7 ms [2021-10-07 14:21:46 main:581] : INFO : Epoch 1676 | loss: 0.0311222 | val_loss: 0.0311611 | Time: 1461.74 ms [2021-10-07 14:21:48 main:581] : INFO : Epoch 1677 | loss: 0.0311217 | val_loss: 0.0311618 | Time: 1472.02 ms [2021-10-07 14:21:49 main:581] : INFO : Epoch 1678 | loss: 0.0311224 | val_loss: 0.0311588 | Time: 1444.62 ms [2021-10-07 14:21:50 main:581] : INFO : Epoch 1679 | loss: 0.0311228 | val_loss: 0.0311605 | Time: 1465.09 ms [2021-10-07 14:21:52 main:581] : INFO : Epoch 1680 | loss: 0.0311222 | val_loss: 0.0311625 | Time: 1500.46 ms [2021-10-07 14:21:53 main:581] : INFO : Epoch 1681 | loss: 0.0311218 | val_loss: 0.0311604 | Time: 1490.36 ms [2021-10-07 14:21:55 main:581] : INFO : Epoch 1682 | loss: 0.0311223 | val_loss: 0.0311603 | Time: 1465.63 ms [2021-10-07 14:21:56 main:581] : INFO : Epoch 1683 | loss: 0.0311216 | val_loss: 0.03116 | Time: 1493.36 ms [2021-10-07 14:21:58 main:581] : INFO : Epoch 1684 | loss: 0.0311237 | val_loss: 0.031162 | Time: 1428.48 ms [2021-10-07 14:21:59 main:581] : INFO : Epoch 1685 | loss: 0.0311254 | val_loss: 0.0311629 | Time: 1439.77 ms [2021-10-07 14:22:01 main:581] : INFO : Epoch 1686 | loss: 0.0311243 | val_loss: 0.0311643 | Time: 1464.21 ms [2021-10-07 14:22:02 main:581] : INFO : Epoch 1687 | loss: 0.0311234 | val_loss: 0.0311662 | Time: 1434.3 ms [2021-10-07 14:22:04 main:581] : INFO : Epoch 1688 | loss: 0.0311223 | val_loss: 0.0311622 | Time: 1434.03 ms [2021-10-07 14:22:05 main:581] : INFO : Epoch 1689 | loss: 0.0311238 | val_loss: 0.0311618 | Time: 1454.42 ms [2021-10-07 14:22:07 main:581] : INFO : Epoch 1690 | loss: 0.0311228 | val_loss: 0.0311618 | Time: 1500.03 ms [2021-10-07 14:22:08 main:581] : INFO : Epoch 1691 | loss: 0.0311223 | val_loss: 0.0311606 | Time: 1488.18 ms [2021-10-07 14:22:10 main:581] : INFO : Epoch 1692 | loss: 0.0311223 | val_loss: 0.0311653 | Time: 1466.65 ms [2021-10-07 14:22:11 main:581] : INFO : Epoch 1693 | loss: 0.0311226 | val_loss: 0.0311599 | Time: 1480.59 ms [2021-10-07 14:22:13 main:581] : INFO : Epoch 1694 | loss: 0.031123 | val_loss: 0.0311619 | Time: 1520.05 ms [2021-10-07 14:22:14 main:581] : INFO : Epoch 1695 | loss: 0.0311219 | val_loss: 0.0311648 | Time: 1462.42 ms [2021-10-07 14:22:15 main:581] : INFO : Epoch 1696 | loss: 0.0311225 | val_loss: 0.0311589 | Time: 1470.22 ms [2021-10-07 14:22:17 main:581] : INFO : Epoch 1697 | loss: 0.0311216 | val_loss: 0.0311622 | Time: 1470.76 ms [2021-10-07 14:22:18 main:581] : INFO : Epoch 1698 | loss: 0.0311218 | val_loss: 0.0311588 | Time: 1498.54 ms [2021-10-07 14:22:20 main:581] : INFO : Epoch 1699 | loss: 0.0311223 | val_loss: 0.0311634 | Time: 1513.94 ms [2021-10-07 14:22:21 main:581] : INFO : Epoch 1700 | loss: 0.0311223 | val_loss: 0.0311604 | Time: 1511.96 ms [2021-10-07 14:22:23 main:581] : INFO : Epoch 1701 | loss: 0.0311223 | val_loss: 0.0311667 | Time: 1504.98 ms [2021-10-07 14:22:24 main:581] : INFO : Epoch 1702 | loss: 0.0311252 | val_loss: 0.031168 | Time: 1482.24 ms [2021-10-07 14:22:26 main:581] : INFO : Epoch 1703 | loss: 0.0311224 | val_loss: 0.0311584 | Time: 1458.98 ms [2021-10-07 14:22:27 main:581] : INFO : Epoch 1704 | loss: 0.031123 | val_loss: 0.0311685 | Time: 1496.64 ms [2021-10-07 14:22:29 main:581] : INFO : Epoch 1705 | loss: 0.0311238 | val_loss: 0.0311651 | Time: 1456.48 ms [2021-10-07 14:22:30 main:581] : INFO : Epoch 1706 | loss: 0.0311236 | val_loss: 0.0311661 | Time: 1468.75 ms [2021-10-07 14:22:32 main:581] : INFO : Epoch 1707 | loss: 0.0311257 | val_loss: 0.0311634 | Time: 1490.44 ms [2021-10-07 14:22:33 main:581] : INFO : Epoch 1708 | loss: 0.0311233 | val_loss: 0.0311604 | Time: 1463.77 ms [2021-10-07 14:22:35 main:581] : INFO : Epoch 1709 | loss: 0.0311222 | val_loss: 0.0311628 | Time: 1467.42 ms [2021-10-07 14:22:36 main:581] : INFO : Epoch 1710 | loss: 0.031123 | val_loss: 0.0311611 | Time: 1483.63 ms [2021-10-07 14:22:38 main:581] : INFO : Epoch 1711 | loss: 0.0311232 | val_loss: 0.0311604 | Time: 1485.65 ms [2021-10-07 14:22:39 main:581] : INFO : Epoch 1712 | loss: 0.0311217 | val_loss: 0.0311606 | Time: 1493.29 ms [2021-10-07 14:22:41 main:581] : INFO : Epoch 1713 | loss: 0.0311233 | val_loss: 0.0311589 | Time: 1555.55 ms [2021-10-07 14:22:42 main:581] : INFO : Epoch 1714 | loss: 0.0311234 | val_loss: 0.0311591 | Time: 1488.22 ms [2021-10-07 14:22:44 main:581] : INFO : Epoch 1715 | loss: 0.0311221 | val_loss: 0.0311609 | Time: 1480.88 ms [2021-10-07 14:22:45 main:581] : INFO : Epoch 1716 | loss: 0.0311221 | val_loss: 0.0311605 | Time: 1456.71 ms [2021-10-07 14:22:47 main:581] : INFO : Epoch 1717 | loss: 0.0311216 | val_loss: 0.0311628 | Time: 1462.67 ms [2021-10-07 14:22:48 main:581] : INFO : Epoch 1718 | loss: 0.0311214 | val_loss: 0.0311603 | Time: 1493.65 ms [2021-10-07 14:22:50 main:581] : INFO : Epoch 1719 | loss: 0.0311219 | val_loss: 0.0311642 | Time: 1457.83 ms [2021-10-07 14:22:51 main:581] : INFO : Epoch 1720 | loss: 0.0311232 | val_loss: 0.0311627 | Time: 1463.93 ms [2021-10-07 14:22:53 main:581] : INFO : Epoch 1721 | loss: 0.0311238 | val_loss: 0.0311691 | Time: 1463.11 ms [2021-10-07 14:22:54 main:581] : INFO : Epoch 1722 | loss: 0.0311244 | val_loss: 0.031164 | Time: 1474.03 ms [2021-10-07 14:22:55 main:581] : INFO : Epoch 1723 | loss: 0.0311219 | val_loss: 0.0311604 | Time: 1434.48 ms [2021-10-07 14:22:57 main:581] : INFO : Epoch 1724 | loss: 0.0311222 | val_loss: 0.0311599 | Time: 1442.31 ms [2021-10-07 14:22:58 main:581] : INFO : Epoch 1725 | loss: 0.0311232 | val_loss: 0.0311618 | Time: 1462.79 ms [2021-10-07 14:23:00 main:581] : INFO : Epoch 1726 | loss: 0.0311239 | val_loss: 0.0311596 | Time: 1471.58 ms [2021-10-07 14:23:01 main:581] : INFO : Epoch 1727 | loss: 0.0311229 | val_loss: 0.0311587 | Time: 1459.87 ms [2021-10-07 14:23:03 main:581] : INFO : Epoch 1728 | loss: 0.0311289 | val_loss: 0.0311714 | Time: 1445.59 ms [2021-10-07 14:23:04 main:581] : INFO : Epoch 1729 | loss: 0.0311276 | val_loss: 0.0311618 | Time: 1469.45 ms [2021-10-07 14:23:06 main:581] : INFO : Epoch 1730 | loss: 0.0311244 | val_loss: 0.0311596 | Time: 1454.83 ms [2021-10-07 14:23:07 main:581] : INFO : Epoch 1731 | loss: 0.0311228 | val_loss: 0.0311615 | Time: 1456.04 ms [2021-10-07 14:23:09 main:581] : INFO : Epoch 1732 | loss: 0.0311215 | val_loss: 0.0311602 | Time: 1477.42 ms [2021-10-07 14:23:10 main:581] : INFO : Epoch 1733 | loss: 0.0311223 | val_loss: 0.0311598 | Time: 1462.92 ms [2021-10-07 14:23:12 main:581] : INFO : Epoch 1734 | loss: 0.0311223 | val_loss: 0.0311615 | Time: 1472.77 ms [2021-10-07 14:23:13 main:581] : INFO : Epoch 1735 | loss: 0.031122 | val_loss: 0.0311619 | Time: 1473.76 ms [2021-10-07 14:23:14 main:581] : INFO : Epoch 1736 | loss: 0.0311252 | val_loss: 0.0311599 | Time: 1467.71 ms [2021-10-07 14:23:16 main:581] : INFO : Epoch 1737 | loss: 0.0311244 | val_loss: 0.0311597 | Time: 1487.86 ms [2021-10-07 14:23:17 main:581] : INFO : Epoch 1738 | loss: 0.0311219 | val_loss: 0.0311586 | Time: 1448.41 ms [2021-10-07 14:23:19 main:581] : INFO : Epoch 1739 | loss: 0.0311221 | val_loss: 0.0311628 | Time: 1510.08 ms [2021-10-07 14:23:20 main:581] : INFO : Epoch 1740 | loss: 0.0311222 | val_loss: 0.0311595 | Time: 1482.21 ms [2021-10-07 14:23:22 main:581] : INFO : Epoch 1741 | loss: 0.0311218 | val_loss: 0.0311615 | Time: 1480.6 ms [2021-10-07 14:23:23 main:581] : INFO : Epoch 1742 | loss: 0.0311218 | val_loss: 0.0311605 | Time: 1430.81 ms [2021-10-07 14:23:25 main:581] : INFO : Epoch 1743 | loss: 0.0311217 | val_loss: 0.0311606 | Time: 1490.43 ms [2021-10-07 14:23:26 main:581] : INFO : Epoch 1744 | loss: 0.0311215 | val_loss: 0.0311592 | Time: 1513.03 ms [2021-10-07 14:23:28 main:581] : INFO : Epoch 1745 | loss: 0.0311219 | val_loss: 0.0311628 | Time: 1458.77 ms [2021-10-07 14:23:29 main:581] : INFO : Epoch 1746 | loss: 0.0311227 | val_loss: 0.0311616 | Time: 1444.05 ms [2021-10-07 14:23:31 main:581] : INFO : Epoch 1747 | loss: 0.0311219 | val_loss: 0.0311594 | Time: 1469.35 ms [2021-10-07 14:23:32 main:581] : INFO : Epoch 1748 | loss: 0.0311228 | val_loss: 0.0311617 | Time: 1606.9 ms [2021-10-07 14:23:34 main:581] : INFO : Epoch 1749 | loss: 0.0311221 | val_loss: 0.0311628 | Time: 1470 ms [2021-10-07 14:23:35 main:581] : INFO : Epoch 1750 | loss: 0.0311231 | val_loss: 0.0311609 | Time: 1498.16 ms [2021-10-07 14:23:37 main:581] : INFO : Epoch 1751 | loss: 0.0311229 | val_loss: 0.0311588 | Time: 1465.28 ms [2021-10-07 14:23:38 main:581] : INFO : Epoch 1752 | loss: 0.0311219 | val_loss: 0.0311646 | Time: 1481.24 ms [2021-10-07 14:23:40 main:581] : INFO : Epoch 1753 | loss: 0.0311216 | val_loss: 0.0311592 | Time: 1488.15 ms [2021-10-07 14:23:41 main:581] : INFO : Epoch 1754 | loss: 0.0311229 | val_loss: 0.0311628 | Time: 1464.12 ms [2021-10-07 14:23:43 main:581] : INFO : Epoch 1755 | loss: 0.0311223 | val_loss: 0.0311584 | Time: 1466.72 ms [2021-10-07 14:23:44 main:581] : INFO : Epoch 1756 | loss: 0.0311217 | val_loss: 0.0311642 | Time: 1481.05 ms [2021-10-07 14:23:46 main:581] : INFO : Epoch 1757 | loss: 0.0311217 | val_loss: 0.0311623 | Time: 1463.23 ms [2021-10-07 14:23:47 main:581] : INFO : Epoch 1758 | loss: 0.0311217 | val_loss: 0.0311609 | Time: 1444.71 ms [2021-10-07 14:23:49 main:581] : INFO : Epoch 1759 | loss: 0.0311215 | val_loss: 0.03116 | Time: 1468.65 ms [2021-10-07 14:23:50 main:581] : INFO : Epoch 1760 | loss: 0.0311221 | val_loss: 0.0311637 | Time: 1483.99 ms [2021-10-07 14:23:51 main:581] : INFO : Epoch 1761 | loss: 0.031123 | val_loss: 0.0311603 | Time: 1464.86 ms [2021-10-07 14:23:53 main:581] : INFO : Epoch 1762 | loss: 0.0311238 | val_loss: 0.0311589 | Time: 1472.39 ms [2021-10-07 14:23:54 main:581] : INFO : Epoch 1763 | loss: 0.0311231 | val_loss: 0.0311601 | Time: 1485.27 ms [2021-10-07 14:23:56 main:581] : INFO : Epoch 1764 | loss: 0.0311231 | val_loss: 0.0311629 | Time: 1475.87 ms [2021-10-07 14:23:57 main:581] : INFO : Epoch 1765 | loss: 0.0311221 | val_loss: 0.0311615 | Time: 1463.83 ms [2021-10-07 14:23:59 main:581] : INFO : Epoch 1766 | loss: 0.0311216 | val_loss: 0.0311579 | Time: 1467.13 ms [2021-10-07 14:24:00 main:581] : INFO : Epoch 1767 | loss: 0.0311225 | val_loss: 0.0311585 | Time: 1480.77 ms [2021-10-07 14:24:02 main:581] : INFO : Epoch 1768 | loss: 0.0311228 | val_loss: 0.031168 | Time: 1468.46 ms [2021-10-07 14:24:03 main:581] : INFO : Epoch 1769 | loss: 0.0311236 | val_loss: 0.0311638 | Time: 1449.57 ms [2021-10-07 14:24:05 main:581] : INFO : Epoch 1770 | loss: 0.0311226 | val_loss: 0.0311646 | Time: 1458.06 ms [2021-10-07 14:24:06 main:581] : INFO : Epoch 1771 | loss: 0.0311231 | val_loss: 0.0311615 | Time: 1451.75 ms [2021-10-07 14:24:08 main:581] : INFO : Epoch 1772 | loss: 0.0311217 | val_loss: 0.0311626 | Time: 1449.77 ms [2021-10-07 14:24:09 main:581] : INFO : Epoch 1773 | loss: 0.0311221 | val_loss: 0.031164 | Time: 1464.14 ms [2021-10-07 14:24:11 main:581] : INFO : Epoch 1774 | loss: 0.0311245 | val_loss: 0.0311606 | Time: 1469.12 ms [2021-10-07 14:24:12 main:581] : INFO : Epoch 1775 | loss: 0.0311317 | val_loss: 0.0311669 | Time: 1463.86 ms [2021-10-07 14:24:13 main:581] : INFO : Epoch 1776 | loss: 0.0311256 | val_loss: 0.0311616 | Time: 1443.03 ms [2021-10-07 14:24:15 main:581] : INFO : Epoch 1777 | loss: 0.0311231 | val_loss: 0.0311647 | Time: 1462 ms [2021-10-07 14:24:16 main:581] : INFO : Epoch 1778 | loss: 0.0311229 | val_loss: 0.0311595 | Time: 1454.66 ms [2021-10-07 14:24:18 main:581] : INFO : Epoch 1779 | loss: 0.0311245 | val_loss: 0.0311606 | Time: 1443.06 ms [2021-10-07 14:24:19 main:581] : INFO : Epoch 1780 | loss: 0.0311219 | val_loss: 0.0311603 | Time: 1442.05 ms [2021-10-07 14:24:21 main:581] : INFO : Epoch 1781 | loss: 0.0311216 | val_loss: 0.0311596 | Time: 1488.18 ms [2021-10-07 14:24:22 main:581] : INFO : Epoch 1782 | loss: 0.0311215 | val_loss: 0.0311627 | Time: 1460.85 ms [2021-10-07 14:24:24 main:581] : INFO : Epoch 1783 | loss: 0.0311214 | val_loss: 0.0311605 | Time: 1460.26 ms [2021-10-07 14:24:25 main:581] : INFO : Epoch 1784 | loss: 0.0311232 | val_loss: 0.0311615 | Time: 1506.06 ms [2021-10-07 14:24:27 main:581] : INFO : Epoch 1785 | loss: 0.0311221 | val_loss: 0.0311625 | Time: 1463.31 ms [2021-10-07 14:24:28 main:581] : INFO : Epoch 1786 | loss: 0.0311215 | val_loss: 0.0311601 | Time: 1491.48 ms [2021-10-07 14:24:30 main:581] : INFO : Epoch 1787 | loss: 0.0311217 | val_loss: 0.0311619 | Time: 1457.76 ms [2021-10-07 14:24:31 main:581] : INFO : Epoch 1788 | loss: 0.0311217 | val_loss: 0.0311614 | Time: 1454.68 ms [2021-10-07 14:24:32 main:581] : INFO : Epoch 1789 | loss: 0.0311224 | val_loss: 0.0311648 | Time: 1450.37 ms [2021-10-07 14:24:34 main:581] : INFO : Epoch 1790 | loss: 0.0311225 | val_loss: 0.0311634 | Time: 1443.91 ms [2021-10-07 14:24:35 main:581] : INFO : Epoch 1791 | loss: 0.0311229 | val_loss: 0.0311615 | Time: 1480.16 ms [2021-10-07 14:24:37 main:581] : INFO : Epoch 1792 | loss: 0.0311228 | val_loss: 0.0311599 | Time: 1454.08 ms [2021-10-07 14:24:38 main:581] : INFO : Epoch 1793 | loss: 0.031122 | val_loss: 0.0311654 | Time: 1484.51 ms [2021-10-07 14:24:40 main:581] : INFO : Epoch 1794 | loss: 0.0311252 | val_loss: 0.0311654 | Time: 1483.68 ms [2021-10-07 14:24:41 main:581] : INFO : Epoch 1795 | loss: 0.0311249 | val_loss: 0.0311627 | Time: 1468.24 ms [2021-10-07 14:24:43 main:581] : INFO : Epoch 1796 | loss: 0.0311239 | val_loss: 0.0311626 | Time: 1487.1 ms [2021-10-07 14:24:44 main:581] : INFO : Epoch 1797 | loss: 0.0311216 | val_loss: 0.03116 | Time: 1468.76 ms [2021-10-07 14:24:46 main:581] : INFO : Epoch 1798 | loss: 0.0311218 | val_loss: 0.03116 | Time: 1469.02 ms [2021-10-07 14:24:47 main:581] : INFO : Epoch 1799 | loss: 0.0311214 | val_loss: 0.0311618 | Time: 1476.7 ms [2021-10-07 14:24:49 main:581] : INFO : Epoch 1800 | loss: 0.0311215 | val_loss: 0.0311624 | Time: 1476.66 ms [2021-10-07 14:24:50 main:581] : INFO : Epoch 1801 | loss: 0.0311221 | val_loss: 0.0311641 | Time: 1470.61 ms [2021-10-07 14:24:52 main:581] : INFO : Epoch 1802 | loss: 0.0311227 | val_loss: 0.0311628 | Time: 1479.57 ms [2021-10-07 14:24:53 main:581] : INFO : Epoch 1803 | loss: 0.0311231 | val_loss: 0.0311686 | Time: 1487.33 ms [2021-10-07 14:24:55 main:581] : INFO : Epoch 1804 | loss: 0.0311229 | val_loss: 0.0311597 | Time: 1470.53 ms [2021-10-07 14:24:56 main:581] : INFO : Epoch 1805 | loss: 0.0311218 | val_loss: 0.0311606 | Time: 1509.51 ms [2021-10-07 14:24:58 main:581] : INFO : Epoch 1806 | loss: 0.0311219 | val_loss: 0.0311587 | Time: 1501.2 ms [2021-10-07 14:24:59 main:581] : INFO : Epoch 1807 | loss: 0.0311216 | val_loss: 0.0311612 | Time: 1468.9 ms [2021-10-07 14:25:01 main:581] : INFO : Epoch 1808 | loss: 0.0311223 | val_loss: 0.0311602 | Time: 1474.53 ms [2021-10-07 14:25:02 main:581] : INFO : Epoch 1809 | loss: 0.0311216 | val_loss: 0.0311625 | Time: 1475.7 ms [2021-10-07 14:25:03 main:581] : INFO : Epoch 1810 | loss: 0.0311223 | val_loss: 0.0311627 | Time: 1504.32 ms [2021-10-07 14:25:05 main:581] : INFO : Epoch 1811 | loss: 0.0311221 | val_loss: 0.0311624 | Time: 1454.92 ms [2021-10-07 14:25:06 main:581] : INFO : Epoch 1812 | loss: 0.0311218 | val_loss: 0.0311584 | Time: 1451.9 ms [2021-10-07 14:25:08 main:581] : INFO : Epoch 1813 | loss: 0.0311222 | val_loss: 0.0311622 | Time: 1461.16 ms [2021-10-07 14:25:09 main:581] : INFO : Epoch 1814 | loss: 0.0311236 | val_loss: 0.0311635 | Time: 1452.88 ms [2021-10-07 14:25:11 main:581] : INFO : Epoch 1815 | loss: 0.0311232 | val_loss: 0.031163 | Time: 1455.09 ms [2021-10-07 14:25:12 main:581] : INFO : Epoch 1816 | loss: 0.0311233 | val_loss: 0.0311619 | Time: 1430.55 ms [2021-10-07 14:25:14 main:581] : INFO : Epoch 1817 | loss: 0.0311235 | val_loss: 0.0311611 | Time: 1489.72 ms [2021-10-07 14:25:15 main:581] : INFO : Epoch 1818 | loss: 0.0311221 | val_loss: 0.0311625 | Time: 1463.4 ms [2021-10-07 14:25:17 main:581] : INFO : Epoch 1819 | loss: 0.031122 | val_loss: 0.0311604 | Time: 1465.51 ms [2021-10-07 14:25:18 main:581] : INFO : Epoch 1820 | loss: 0.0311228 | val_loss: 0.0311636 | Time: 1458 ms [2021-10-07 14:25:20 main:581] : INFO : Epoch 1821 | loss: 0.031124 | val_loss: 0.031165 | Time: 1464.54 ms [2021-10-07 14:25:21 main:581] : INFO : Epoch 1822 | loss: 0.031122 | val_loss: 0.0311601 | Time: 1487.17 ms [2021-10-07 14:25:23 main:581] : INFO : Epoch 1823 | loss: 0.0311221 | val_loss: 0.0311626 | Time: 1490.67 ms [2021-10-07 14:25:24 main:581] : INFO : Epoch 1824 | loss: 0.0311247 | val_loss: 0.0311643 | Time: 1491.43 ms [2021-10-07 14:25:25 main:581] : INFO : Epoch 1825 | loss: 0.0311225 | val_loss: 0.031165 | Time: 1460.24 ms [2021-10-07 14:25:27 main:581] : INFO : Epoch 1826 | loss: 0.0311221 | val_loss: 0.0311599 | Time: 1490.61 ms [2021-10-07 14:25:28 main:581] : INFO : Epoch 1827 | loss: 0.0311227 | val_loss: 0.0311607 | Time: 1459.08 ms [2021-10-07 14:25:30 main:581] : INFO : Epoch 1828 | loss: 0.0311241 | val_loss: 0.0311675 | Time: 1455.82 ms [2021-10-07 14:25:31 main:581] : INFO : Epoch 1829 | loss: 0.0311231 | val_loss: 0.031165 | Time: 1457.46 ms [2021-10-07 14:25:33 main:581] : INFO : Epoch 1830 | loss: 0.0311247 | val_loss: 0.0311616 | Time: 1450.03 ms [2021-10-07 14:25:34 main:581] : INFO : Epoch 1831 | loss: 0.0311217 | val_loss: 0.0311606 | Time: 1452.73 ms [2021-10-07 14:25:36 main:581] : INFO : Epoch 1832 | loss: 0.0311216 | val_loss: 0.0311599 | Time: 1449.47 ms [2021-10-07 14:25:37 main:581] : INFO : Epoch 1833 | loss: 0.0311216 | val_loss: 0.031159 | Time: 1460.91 ms [2021-10-07 14:25:39 main:581] : INFO : Epoch 1834 | loss: 0.031122 | val_loss: 0.0311591 | Time: 1457.71 ms [2021-10-07 14:25:40 main:581] : INFO : Epoch 1835 | loss: 0.0311223 | val_loss: 0.0311634 | Time: 1457.48 ms [2021-10-07 14:25:42 main:581] : INFO : Epoch 1836 | loss: 0.0311226 | val_loss: 0.0311582 | Time: 1490.76 ms [2021-10-07 14:25:43 main:581] : INFO : Epoch 1837 | loss: 0.0311215 | val_loss: 0.0311621 | Time: 1470.8 ms [2021-10-07 14:25:45 main:581] : INFO : Epoch 1838 | loss: 0.0311217 | val_loss: 0.0311593 | Time: 1475.58 ms [2021-10-07 14:25:46 main:581] : INFO : Epoch 1839 | loss: 0.0311221 | val_loss: 0.0311658 | Time: 1471.35 ms [2021-10-07 14:25:47 main:581] : INFO : Epoch 1840 | loss: 0.0311217 | val_loss: 0.0311601 | Time: 1466.42 ms [2021-10-07 14:25:49 main:581] : INFO : Epoch 1841 | loss: 0.0311214 | val_loss: 0.0311592 | Time: 1441.01 ms [2021-10-07 14:25:50 main:581] : INFO : Epoch 1842 | loss: 0.0311221 | val_loss: 0.031161 | Time: 1461.22 ms [2021-10-07 14:25:52 main:581] : INFO : Epoch 1843 | loss: 0.0311219 | val_loss: 0.0311628 | Time: 1494.94 ms [2021-10-07 14:25:53 main:581] : INFO : Epoch 1844 | loss: 0.0311217 | val_loss: 0.0311613 | Time: 1461.44 ms [2021-10-07 14:25:55 main:581] : INFO : Epoch 1845 | loss: 0.0311215 | val_loss: 0.0311604 | Time: 1452.75 ms [2021-10-07 14:25:56 main:581] : INFO : Epoch 1846 | loss: 0.0311228 | val_loss: 0.0311594 | Time: 1476.81 ms [2021-10-07 14:25:58 main:581] : INFO : Epoch 1847 | loss: 0.0311224 | val_loss: 0.0311612 | Time: 1485.37 ms [2021-10-07 14:25:59 main:581] : INFO : Epoch 1848 | loss: 0.0311218 | val_loss: 0.0311654 | Time: 1461.65 ms [2021-10-07 14:26:01 main:581] : INFO : Epoch 1849 | loss: 0.0311226 | val_loss: 0.0311619 | Time: 1458.22 ms [2021-10-07 14:26:02 main:581] : INFO : Epoch 1850 | loss: 0.0311218 | val_loss: 0.0311617 | Time: 1471.75 ms [2021-10-07 14:26:04 main:581] : INFO : Epoch 1851 | loss: 0.0311237 | val_loss: 0.0311618 | Time: 1470.84 ms [2021-10-07 14:26:05 main:581] : INFO : Epoch 1852 | loss: 0.0311223 | val_loss: 0.0311615 | Time: 1447.17 ms [2021-10-07 14:26:06 main:581] : INFO : Epoch 1853 | loss: 0.0311261 | val_loss: 0.0311705 | Time: 1459.42 ms [2021-10-07 14:26:08 main:581] : INFO : Epoch 1854 | loss: 0.0311401 | val_loss: 0.0311854 | Time: 1458.89 ms [2021-10-07 14:26:09 main:581] : INFO : Epoch 1855 | loss: 0.0325239 | val_loss: 0.0314244 | Time: 1479.3 ms [2021-10-07 14:26:11 main:581] : INFO : Epoch 1856 | loss: 0.0313484 | val_loss: 0.0312225 | Time: 1455.97 ms [2021-10-07 14:26:12 main:581] : INFO : Epoch 1857 | loss: 0.0311507 | val_loss: 0.0311684 | Time: 1486.92 ms [2021-10-07 14:26:14 main:581] : INFO : Epoch 1858 | loss: 0.0311257 | val_loss: 0.031164 | Time: 1459.03 ms [2021-10-07 14:26:15 main:581] : INFO : Epoch 1859 | loss: 0.0311249 | val_loss: 0.0311635 | Time: 1498.98 ms [2021-10-07 14:26:17 main:581] : INFO : Epoch 1860 | loss: 0.0311238 | val_loss: 0.0311625 | Time: 1481.5 ms [2021-10-07 14:26:18 main:581] : INFO : Epoch 1861 | loss: 0.0311233 | val_loss: 0.0311603 | Time: 1487.85 ms [2021-10-07 14:26:20 main:581] : INFO : Epoch 1862 | loss: 0.0311223 | val_loss: 0.0311644 | Time: 1491.22 ms [2021-10-07 14:26:21 main:581] : INFO : Epoch 1863 | loss: 0.0311236 | val_loss: 0.0311612 | Time: 1468.61 ms [2021-10-07 14:26:23 main:581] : INFO : Epoch 1864 | loss: 0.031123 | val_loss: 0.0311605 | Time: 1460.25 ms [2021-10-07 14:26:24 main:581] : INFO : Epoch 1865 | loss: 0.0311223 | val_loss: 0.0311619 | Time: 1462.12 ms [2021-10-07 14:26:26 main:581] : INFO : Epoch 1866 | loss: 0.0311217 | val_loss: 0.0311635 | Time: 1471.71 ms [2021-10-07 14:26:27 main:581] : INFO : Epoch 1867 | loss: 0.031122 | val_loss: 0.0311602 | Time: 1461.85 ms [2021-10-07 14:26:29 main:581] : INFO : Epoch 1868 | loss: 0.0311218 | val_loss: 0.031161 | Time: 1448.92 ms [2021-10-07 14:26:30 main:581] : INFO : Epoch 1869 | loss: 0.0311223 | val_loss: 0.0311604 | Time: 1461.13 ms [2021-10-07 14:26:31 main:581] : INFO : Epoch 1870 | loss: 0.0311218 | val_loss: 0.0311617 | Time: 1467.28 ms [2021-10-07 14:26:33 main:581] : INFO : Epoch 1871 | loss: 0.0311214 | val_loss: 0.0311606 | Time: 1492.69 ms [2021-10-07 14:26:34 main:581] : INFO : Epoch 1872 | loss: 0.0311215 | val_loss: 0.0311637 | Time: 1479.52 ms [2021-10-07 14:26:36 main:581] : INFO : Epoch 1873 | loss: 0.0311225 | val_loss: 0.031161 | Time: 1476.42 ms [2021-10-07 14:26:37 main:581] : INFO : Epoch 1874 | loss: 0.0311233 | val_loss: 0.0311623 | Time: 1502.39 ms [2021-10-07 14:26:39 main:581] : INFO : Epoch 1875 | loss: 0.0311216 | val_loss: 0.0311602 | Time: 1464.66 ms [2021-10-07 14:26:40 main:581] : INFO : Epoch 1876 | loss: 0.0311217 | val_loss: 0.0311604 | Time: 1482.87 ms [2021-10-07 14:26:42 main:581] : INFO : Epoch 1877 | loss: 0.0311217 | val_loss: 0.0311616 | Time: 1453.64 ms [2021-10-07 14:26:43 main:581] : INFO : Epoch 1878 | loss: 0.0311216 | val_loss: 0.0311644 | Time: 1470.78 ms [2021-10-07 14:26:45 main:581] : INFO : Epoch 1879 | loss: 0.0311224 | val_loss: 0.0311616 | Time: 1473.49 ms [2021-10-07 14:26:46 main:581] : INFO : Epoch 1880 | loss: 0.0311217 | val_loss: 0.0311619 | Time: 1463.95 ms [2021-10-07 14:26:48 main:581] : INFO : Epoch 1881 | loss: 0.0311216 | val_loss: 0.0311618 | Time: 1480.51 ms [2021-10-07 14:26:49 main:581] : INFO : Epoch 1882 | loss: 0.0311225 | val_loss: 0.0311626 | Time: 1464.39 ms [2021-10-07 14:26:51 main:581] : INFO : Epoch 1883 | loss: 0.0311229 | val_loss: 0.0311621 | Time: 1479.93 ms [2021-10-07 14:26:52 main:581] : INFO : Epoch 1884 | loss: 0.0311215 | val_loss: 0.0311613 | Time: 1481.19 ms [2021-10-07 14:26:54 main:581] : INFO : Epoch 1885 | loss: 0.0311219 | val_loss: 0.0311627 | Time: 1490.08 ms [2021-10-07 14:26:55 main:581] : INFO : Epoch 1886 | loss: 0.0311222 | val_loss: 0.0311606 | Time: 1444.89 ms [2021-10-07 14:26:57 main:581] : INFO : Epoch 1887 | loss: 0.0311221 | val_loss: 0.0311591 | Time: 1483.28 ms [2021-10-07 14:26:58 main:581] : INFO : Epoch 1888 | loss: 0.0311222 | val_loss: 0.0311608 | Time: 1473.34 ms [2021-10-07 14:27:00 main:581] : INFO : Epoch 1889 | loss: 0.0311221 | val_loss: 0.0311631 | Time: 1469.62 ms [2021-10-07 14:27:01 main:581] : INFO : Epoch 1890 | loss: 0.0311245 | val_loss: 0.0311607 | Time: 1467.27 ms [2021-10-07 14:27:02 main:581] : INFO : Epoch 1891 | loss: 0.031124 | val_loss: 0.0311609 | Time: 1493.42 ms [2021-10-07 14:27:04 main:581] : INFO : Epoch 1892 | loss: 0.0311226 | val_loss: 0.031161 | Time: 1471.8 ms [2021-10-07 14:27:05 main:581] : INFO : Epoch 1893 | loss: 0.0311219 | val_loss: 0.0311608 | Time: 1444.29 ms [2021-10-07 14:27:07 main:581] : INFO : Epoch 1894 | loss: 0.0311217 | val_loss: 0.0311623 | Time: 1471.48 ms [2021-10-07 14:27:08 main:581] : INFO : Epoch 1895 | loss: 0.0311221 | val_loss: 0.0311621 | Time: 1459.25 ms [2021-10-07 14:27:10 main:581] : INFO : Epoch 1896 | loss: 0.0311236 | val_loss: 0.0311613 | Time: 1465.09 ms [2021-10-07 14:27:11 main:581] : INFO : Epoch 1897 | loss: 0.0311222 | val_loss: 0.0311594 | Time: 1495.92 ms [2021-10-07 14:27:13 main:581] : INFO : Epoch 1898 | loss: 0.0311222 | val_loss: 0.0311604 | Time: 1480.52 ms [2021-10-07 14:27:14 main:581] : INFO : Epoch 1899 | loss: 0.0311218 | val_loss: 0.0311596 | Time: 1484.09 ms [2021-10-07 14:27:16 main:581] : INFO : Epoch 1900 | loss: 0.0311223 | val_loss: 0.0311596 | Time: 1449.67 ms [2021-10-07 14:27:17 main:581] : INFO : Epoch 1901 | loss: 0.0311222 | val_loss: 0.0311609 | Time: 1485.6 ms [2021-10-07 14:27:19 main:581] : INFO : Epoch 1902 | loss: 0.0311226 | val_loss: 0.0311601 | Time: 1496.22 ms [2021-10-07 14:27:20 main:581] : INFO : Epoch 1903 | loss: 0.0311219 | val_loss: 0.0311617 | Time: 1431.72 ms [2021-10-07 14:27:22 main:581] : INFO : Epoch 1904 | loss: 0.0311234 | val_loss: 0.0311608 | Time: 1470.23 ms [2021-10-07 14:27:23 main:581] : INFO : Epoch 1905 | loss: 0.0311218 | val_loss: 0.0311617 | Time: 1454.74 ms [2021-10-07 14:27:25 main:581] : INFO : Epoch 1906 | loss: 0.0311218 | val_loss: 0.0311606 | Time: 1458.85 ms [2021-10-07 14:27:26 main:581] : INFO : Epoch 1907 | loss: 0.0311214 | val_loss: 0.0311598 | Time: 1470.07 ms [2021-10-07 14:27:27 main:581] : INFO : Epoch 1908 | loss: 0.0311217 | val_loss: 0.0311604 | Time: 1493.85 ms [2021-10-07 14:27:29 main:581] : INFO : Epoch 1909 | loss: 0.0311221 | val_loss: 0.0311605 | Time: 1491.88 ms [2021-10-07 14:27:30 main:581] : INFO : Epoch 1910 | loss: 0.031122 | val_loss: 0.0311608 | Time: 1450.56 ms [2021-10-07 14:27:32 main:581] : INFO : Epoch 1911 | loss: 0.0311224 | val_loss: 0.0311604 | Time: 1504.69 ms [2021-10-07 14:27:34 main:581] : INFO : Epoch 1912 | loss: 0.0311229 | val_loss: 0.0311625 | Time: 1597.69 ms [2021-10-07 14:27:35 main:581] : INFO : Epoch 1913 | loss: 0.0311225 | val_loss: 0.03116 | Time: 1582.45 ms [2021-10-07 14:27:37 main:581] : INFO : Epoch 1914 | loss: 0.0311217 | val_loss: 0.0311608 | Time: 1474.25 ms [2021-10-07 14:27:38 main:581] : INFO : Epoch 1915 | loss: 0.0311227 | val_loss: 0.0311644 | Time: 1478.91 ms [2021-10-07 14:27:40 main:581] : INFO : Epoch 1916 | loss: 0.0311219 | val_loss: 0.0311604 | Time: 1471.26 ms [2021-10-07 14:27:41 main:581] : INFO : Epoch 1917 | loss: 0.0311216 | val_loss: 0.0311595 | Time: 1476.69 ms [2021-10-07 14:27:42 main:581] : INFO : Epoch 1918 | loss: 0.0311218 | val_loss: 0.0311593 | Time: 1472.73 ms [2021-10-07 14:27:44 main:581] : INFO : Epoch 1919 | loss: 0.031123 | val_loss: 0.0311608 | Time: 1533.58 ms [2021-10-07 14:27:45 main:581] : INFO : Epoch 1920 | loss: 0.0311224 | val_loss: 0.0311647 | Time: 1469.85 ms [2021-10-07 14:27:47 main:581] : INFO : Epoch 1921 | loss: 0.0311228 | val_loss: 0.0311619 | Time: 1479.68 ms [2021-10-07 14:27:48 main:581] : INFO : Epoch 1922 | loss: 0.0311221 | val_loss: 0.0311606 | Time: 1463.72 ms [2021-10-07 14:27:50 main:581] : INFO : Epoch 1923 | loss: 0.0311222 | val_loss: 0.0311601 | Time: 1457.75 ms [2021-10-07 14:27:51 main:581] : INFO : Epoch 1924 | loss: 0.0311219 | val_loss: 0.0311621 | Time: 1468.88 ms [2021-10-07 14:27:53 main:581] : INFO : Epoch 1925 | loss: 0.0311231 | val_loss: 0.0311625 | Time: 1452.35 ms [2021-10-07 14:27:54 main:581] : INFO : Epoch 1926 | loss: 0.0311216 | val_loss: 0.0311618 | Time: 1443.74 ms [2021-10-07 14:27:56 main:581] : INFO : Epoch 1927 | loss: 0.0311216 | val_loss: 0.0311629 | Time: 1462.35 ms [2021-10-07 14:27:57 main:581] : INFO : Epoch 1928 | loss: 0.0311216 | val_loss: 0.0311655 | Time: 1472.4 ms [2021-10-07 14:27:59 main:581] : INFO : Epoch 1929 | loss: 0.0311234 | val_loss: 0.0311697 | Time: 1479.6 ms [2021-10-07 14:28:00 main:581] : INFO : Epoch 1930 | loss: 0.0311242 | val_loss: 0.0311618 | Time: 1460.43 ms [2021-10-07 14:28:02 main:581] : INFO : Epoch 1931 | loss: 0.031123 | val_loss: 0.0311598 | Time: 1483.72 ms [2021-10-07 14:28:03 main:581] : INFO : Epoch 1932 | loss: 0.0311216 | val_loss: 0.0311607 | Time: 1507.29 ms [2021-10-07 14:28:05 main:581] : INFO : Epoch 1933 | loss: 0.0311215 | val_loss: 0.0311608 | Time: 1454.04 ms [2021-10-07 14:28:06 main:581] : INFO : Epoch 1934 | loss: 0.0311224 | val_loss: 0.0311631 | Time: 1462.01 ms [2021-10-07 14:28:08 main:581] : INFO : Epoch 1935 | loss: 0.0311221 | val_loss: 0.031162 | Time: 1473.22 ms [2021-10-07 14:28:09 main:581] : INFO : Epoch 1936 | loss: 0.0311227 | val_loss: 0.0311623 | Time: 1451.37 ms [2021-10-07 14:28:10 main:581] : INFO : Epoch 1937 | loss: 0.0311223 | val_loss: 0.0311625 | Time: 1462.56 ms [2021-10-07 14:28:12 main:581] : INFO : Epoch 1938 | loss: 0.0311218 | val_loss: 0.0311594 | Time: 1477.19 ms [2021-10-07 14:28:13 main:581] : INFO : Epoch 1939 | loss: 0.0311215 | val_loss: 0.031162 | Time: 1464.59 ms [2021-10-07 14:28:15 main:581] : INFO : Epoch 1940 | loss: 0.0311229 | val_loss: 0.0311643 | Time: 1439.96 ms [2021-10-07 14:28:16 main:581] : INFO : Epoch 1941 | loss: 0.0311244 | val_loss: 0.0311623 | Time: 1448.97 ms [2021-10-07 14:28:18 main:581] : INFO : Epoch 1942 | loss: 0.0311221 | val_loss: 0.0311638 | Time: 1448.8 ms [2021-10-07 14:28:19 main:581] : INFO : Epoch 1943 | loss: 0.0311228 | val_loss: 0.0311675 | Time: 1461.16 ms [2021-10-07 14:28:21 main:581] : INFO : Epoch 1944 | loss: 0.0311224 | val_loss: 0.0311614 | Time: 1443.78 ms [2021-10-07 14:28:22 main:581] : INFO : Epoch 1945 | loss: 0.0311219 | val_loss: 0.0311595 | Time: 1479.04 ms [2021-10-07 14:28:24 main:581] : INFO : Epoch 1946 | loss: 0.0311233 | val_loss: 0.0311615 | Time: 1474.29 ms [2021-10-07 14:28:25 main:581] : INFO : Epoch 1947 | loss: 0.0311236 | val_loss: 0.0311612 | Time: 1478.47 ms [2021-10-07 14:28:26 main:581] : INFO : Epoch 1948 | loss: 0.0311239 | val_loss: 0.0311629 | Time: 1450.78 ms [2021-10-07 14:28:28 main:581] : INFO : Epoch 1949 | loss: 0.0311216 | val_loss: 0.0311613 | Time: 1501.49 ms [2021-10-07 14:28:29 main:581] : INFO : Epoch 1950 | loss: 0.031122 | val_loss: 0.0311595 | Time: 1469.28 ms [2021-10-07 14:28:31 main:581] : INFO : Epoch 1951 | loss: 0.0311217 | val_loss: 0.0311621 | Time: 1461.12 ms [2021-10-07 14:28:32 main:581] : INFO : Epoch 1952 | loss: 0.0311224 | val_loss: 0.0311619 | Time: 1462.4 ms [2021-10-07 14:28:34 main:581] : INFO : Epoch 1953 | loss: 0.0311229 | val_loss: 0.0311592 | Time: 1484.88 ms [2021-10-07 14:28:35 main:581] : INFO : Epoch 1954 | loss: 0.031122 | val_loss: 0.0311603 | Time: 1485.16 ms [2021-10-07 14:28:37 main:581] : INFO : Epoch 1955 | loss: 0.0311226 | val_loss: 0.0311603 | Time: 1479.95 ms [2021-10-07 14:28:38 main:581] : INFO : Epoch 1956 | loss: 0.0311233 | val_loss: 0.0311602 | Time: 1474.94 ms [2021-10-07 14:28:40 main:581] : INFO : Epoch 1957 | loss: 0.031122 | val_loss: 0.0311602 | Time: 1494.47 ms [2021-10-07 14:28:41 main:581] : INFO : Epoch 1958 | loss: 0.0311224 | val_loss: 0.031162 | Time: 1458.53 ms [2021-10-07 14:28:43 main:581] : INFO : Epoch 1959 | loss: 0.0311222 | val_loss: 0.0311594 | Time: 1496.82 ms [2021-10-07 14:28:44 main:581] : INFO : Epoch 1960 | loss: 0.0311234 | val_loss: 0.0311605 | Time: 1511.19 ms [2021-10-07 14:28:46 main:581] : INFO : Epoch 1961 | loss: 0.0311244 | val_loss: 0.0311628 | Time: 1454.09 ms [2021-10-07 14:28:47 main:581] : INFO : Epoch 1962 | loss: 0.0311234 | val_loss: 0.031162 | Time: 1434.02 ms [2021-10-07 14:28:49 main:581] : INFO : Epoch 1963 | loss: 0.0311232 | val_loss: 0.031163 | Time: 1453.14 ms [2021-10-07 14:28:50 main:581] : INFO : Epoch 1964 | loss: 0.0311228 | val_loss: 0.0311609 | Time: 1503.51 ms [2021-10-07 14:28:52 main:581] : INFO : Epoch 1965 | loss: 0.0311225 | val_loss: 0.0311639 | Time: 1446.71 ms [2021-10-07 14:28:53 main:581] : INFO : Epoch 1966 | loss: 0.0311225 | val_loss: 0.0311605 | Time: 1450.04 ms [2021-10-07 14:28:54 main:581] : INFO : Epoch 1967 | loss: 0.0311216 | val_loss: 0.0311601 | Time: 1471.96 ms [2021-10-07 14:28:56 main:581] : INFO : Epoch 1968 | loss: 0.0311222 | val_loss: 0.03116 | Time: 1435.07 ms [2021-10-07 14:28:57 main:581] : INFO : Epoch 1969 | loss: 0.0311224 | val_loss: 0.0311592 | Time: 1486.98 ms [2021-10-07 14:28:59 main:581] : INFO : Epoch 1970 | loss: 0.0311225 | val_loss: 0.0311597 | Time: 1468 ms [2021-10-07 14:29:00 main:581] : INFO : Epoch 1971 | loss: 0.0311228 | val_loss: 0.0311629 | Time: 1471.14 ms [2021-10-07 14:29:02 main:581] : INFO : Epoch 1972 | loss: 0.0311227 | val_loss: 0.0311599 | Time: 1490.51 ms [2021-10-07 14:29:03 main:581] : INFO : Epoch 1973 | loss: 0.0311238 | val_loss: 0.0311635 | Time: 1516.41 ms [2021-10-07 14:29:05 main:581] : INFO : Epoch 1974 | loss: 0.0311226 | val_loss: 0.0311612 | Time: 1464.07 ms [2021-10-07 14:29:06 main:581] : INFO : Epoch 1975 | loss: 0.0311224 | val_loss: 0.0311652 | Time: 1502.46 ms [2021-10-07 14:29:08 main:581] : INFO : Epoch 1976 | loss: 0.0311233 | val_loss: 0.0311609 | Time: 1518.67 ms [2021-10-07 14:29:09 main:581] : INFO : Epoch 1977 | loss: 0.0311219 | val_loss: 0.0311614 | Time: 1452.73 ms [2021-10-07 14:29:11 main:581] : INFO : Epoch 1978 | loss: 0.031122 | val_loss: 0.0311614 | Time: 1488.42 ms [2021-10-07 14:29:12 main:581] : INFO : Epoch 1979 | loss: 0.0311217 | val_loss: 0.0311592 | Time: 1460.17 ms [2021-10-07 14:29:14 main:581] : INFO : Epoch 1980 | loss: 0.0311219 | val_loss: 0.0311614 | Time: 1456.5 ms [2021-10-07 14:29:15 main:581] : INFO : Epoch 1981 | loss: 0.0311226 | val_loss: 0.031162 | Time: 1473.51 ms [2021-10-07 14:29:17 main:581] : INFO : Epoch 1982 | loss: 0.0311222 | val_loss: 0.0311618 | Time: 1485.03 ms [2021-10-07 14:29:18 main:581] : INFO : Epoch 1983 | loss: 0.0311216 | val_loss: 0.0311622 | Time: 1467.41 ms [2021-10-07 14:29:20 main:581] : INFO : Epoch 1984 | loss: 0.0311227 | val_loss: 0.0311607 | Time: 1446.41 ms [2021-10-07 14:29:21 main:581] : INFO : Epoch 1985 | loss: 0.0311218 | val_loss: 0.0311615 | Time: 1477.41 ms [2021-10-07 14:29:23 main:581] : INFO : Epoch 1986 | loss: 0.0311234 | val_loss: 0.0311663 | Time: 1500.18 ms [2021-10-07 14:29:24 main:581] : INFO : Epoch 1987 | loss: 0.0311224 | val_loss: 0.0311609 | Time: 1460.56 ms [2021-10-07 14:29:25 main:581] : INFO : Epoch 1988 | loss: 0.0311215 | val_loss: 0.0311592 | Time: 1447.97 ms [2021-10-07 14:29:27 main:581] : INFO : Epoch 1989 | loss: 0.0311226 | val_loss: 0.0311612 | Time: 1493.09 ms [2021-10-07 14:29:28 main:581] : INFO : Epoch 1990 | loss: 0.0311221 | val_loss: 0.0311602 | Time: 1464.19 ms [2021-10-07 14:29:30 main:581] : INFO : Epoch 1991 | loss: 0.0311231 | val_loss: 0.0311595 | Time: 1486.02 ms [2021-10-07 14:29:31 main:581] : INFO : Epoch 1992 | loss: 0.0311221 | val_loss: 0.0311611 | Time: 1471.6 ms [2021-10-07 14:29:33 main:581] : INFO : Epoch 1993 | loss: 0.0311219 | val_loss: 0.0311624 | Time: 1492.59 ms [2021-10-07 14:29:34 main:581] : INFO : Epoch 1994 | loss: 0.0311218 | val_loss: 0.0311597 | Time: 1482.07 ms [2021-10-07 14:29:36 main:581] : INFO : Epoch 1995 | loss: 0.0311215 | val_loss: 0.0311591 | Time: 1474.89 ms [2021-10-07 14:29:37 main:581] : INFO : Epoch 1996 | loss: 0.0311213 | val_loss: 0.03116 | Time: 1470.57 ms [2021-10-07 14:29:39 main:581] : INFO : Epoch 1997 | loss: 0.0311218 | val_loss: 0.0311618 | Time: 1458.54 ms [2021-10-07 14:29:40 main:581] : INFO : Epoch 1998 | loss: 0.0311219 | val_loss: 0.0311625 | Time: 1451.43 ms [2021-10-07 14:29:42 main:581] : INFO : Epoch 1999 | loss: 0.0311217 | val_loss: 0.0311594 | Time: 1492.5 ms [2021-10-07 14:29:43 main:581] : INFO : Epoch 2000 | loss: 0.0311239 | val_loss: 0.0311604 | Time: 1473.07 ms [2021-10-07 14:29:45 main:581] : INFO : Epoch 2001 | loss: 0.0311261 | val_loss: 0.0311608 | Time: 1465.32 ms [2021-10-07 14:29:46 main:581] : INFO : Epoch 2002 | loss: 0.0311226 | val_loss: 0.0311594 | Time: 1462.37 ms [2021-10-07 14:29:48 main:581] : INFO : Epoch 2003 | loss: 0.0311222 | val_loss: 0.0311622 | Time: 1447.28 ms [2021-10-07 14:29:49 main:581] : INFO : Epoch 2004 | loss: 0.0311218 | val_loss: 0.0311624 | Time: 1463.7 ms [2021-10-07 14:29:50 main:581] : INFO : Epoch 2005 | loss: 0.0311232 | val_loss: 0.0311587 | Time: 1476.32 ms [2021-10-07 14:29:52 main:581] : INFO : Epoch 2006 | loss: 0.0311228 | val_loss: 0.0311618 | Time: 1477.39 ms [2021-10-07 14:29:53 main:581] : INFO : Epoch 2007 | loss: 0.0311232 | val_loss: 0.0311597 | Time: 1469.81 ms [2021-10-07 14:29:55 main:581] : INFO : Epoch 2008 | loss: 0.0311226 | val_loss: 0.0311649 | Time: 1459.73 ms [2021-10-07 14:29:56 main:581] : INFO : Epoch 2009 | loss: 0.0311231 | val_loss: 0.0311609 | Time: 1457.93 ms [2021-10-07 14:29:58 main:581] : INFO : Epoch 2010 | loss: 0.0311222 | val_loss: 0.0311604 | Time: 1481.88 ms [2021-10-07 14:29:59 main:581] : INFO : Epoch 2011 | loss: 0.0311216 | val_loss: 0.0311593 | Time: 1424.94 ms [2021-10-07 14:30:01 main:581] : INFO : Epoch 2012 | loss: 0.031122 | val_loss: 0.0311618 | Time: 1455.61 ms [2021-10-07 14:30:02 main:581] : INFO : Epoch 2013 | loss: 0.0311232 | val_loss: 0.0311619 | Time: 1460.58 ms [2021-10-07 14:30:04 main:581] : INFO : Epoch 2014 | loss: 0.0311225 | val_loss: 0.0311608 | Time: 1436.67 ms [2021-10-07 14:30:05 main:581] : INFO : Epoch 2015 | loss: 0.0311227 | val_loss: 0.0311613 | Time: 1456.59 ms [2021-10-07 14:30:07 main:581] : INFO : Epoch 2016 | loss: 0.0311245 | val_loss: 0.0311612 | Time: 1494.15 ms [2021-10-07 14:30:08 main:581] : INFO : Epoch 2017 | loss: 0.0311221 | val_loss: 0.0311607 | Time: 1527.41 ms [2021-10-07 14:30:10 main:581] : INFO : Epoch 2018 | loss: 0.0311221 | val_loss: 0.0311596 | Time: 1459.17 ms [2021-10-07 14:30:11 main:581] : INFO : Epoch 2019 | loss: 0.0311216 | val_loss: 0.0311595 | Time: 1463.92 ms [2021-10-07 14:30:12 main:581] : INFO : Epoch 2020 | loss: 0.0311216 | val_loss: 0.0311615 | Time: 1460.72 ms [2021-10-07 14:30:14 main:581] : INFO : Epoch 2021 | loss: 0.0311215 | val_loss: 0.0311608 | Time: 1456.43 ms [2021-10-07 14:30:15 main:581] : INFO : Epoch 2022 | loss: 0.0311229 | val_loss: 0.0311632 | Time: 1480.79 ms [2021-10-07 14:30:17 main:581] : INFO : Epoch 2023 | loss: 0.0311241 | val_loss: 0.0311725 | Time: 1444.27 ms [2021-10-07 14:30:18 main:581] : INFO : Epoch 2024 | loss: 0.0311246 | val_loss: 0.0311619 | Time: 1478.33 ms [2021-10-07 14:30:20 main:581] : INFO : Epoch 2025 | loss: 0.0311224 | val_loss: 0.0311639 | Time: 1452.99 ms [2021-10-07 14:30:21 main:581] : INFO : Epoch 2026 | loss: 0.0311231 | val_loss: 0.0311582 | Time: 1482.55 ms [2021-10-07 14:30:23 main:581] : INFO : Epoch 2027 | loss: 0.0311218 | val_loss: 0.0311635 | Time: 1466.59 ms [2021-10-07 14:30:24 main:581] : INFO : Epoch 2028 | loss: 0.0311227 | val_loss: 0.0311648 | Time: 1488.72 ms [2021-10-07 14:30:26 main:581] : INFO : Epoch 2029 | loss: 0.0311248 | val_loss: 0.0311611 | Time: 1534.96 ms [2021-10-07 14:30:27 main:581] : INFO : Epoch 2030 | loss: 0.0311227 | val_loss: 0.03116 | Time: 1508.59 ms [2021-10-07 14:30:29 main:581] : INFO : Epoch 2031 | loss: 0.0311216 | val_loss: 0.0311608 | Time: 1467.78 ms [2021-10-07 14:30:30 main:581] : INFO : Epoch 2032 | loss: 0.0311215 | val_loss: 0.0311609 | Time: 1488.18 ms [2021-10-07 14:30:32 main:581] : INFO : Epoch 2033 | loss: 0.0311226 | val_loss: 0.0311681 | Time: 1472.95 ms [2021-10-07 14:30:33 main:581] : INFO : Epoch 2034 | loss: 0.0311235 | val_loss: 0.0311595 | Time: 1477.23 ms [2021-10-07 14:30:35 main:581] : INFO : Epoch 2035 | loss: 0.0311224 | val_loss: 0.0311626 | Time: 1481.92 ms [2021-10-07 14:30:36 main:581] : INFO : Epoch 2036 | loss: 0.0311236 | val_loss: 0.0311609 | Time: 1502.14 ms [2021-10-07 14:30:38 main:581] : INFO : Epoch 2037 | loss: 0.0311218 | val_loss: 0.0311621 | Time: 1499.17 ms [2021-10-07 14:30:39 main:581] : INFO : Epoch 2038 | loss: 0.0311219 | val_loss: 0.0311635 | Time: 1474.98 ms [2021-10-07 14:30:41 main:581] : INFO : Epoch 2039 | loss: 0.0311218 | val_loss: 0.0311602 | Time: 1497.74 ms [2021-10-07 14:30:42 main:581] : INFO : Epoch 2040 | loss: 0.0311217 | val_loss: 0.0311615 | Time: 1494.51 ms [2021-10-07 14:30:44 main:581] : INFO : Epoch 2041 | loss: 0.0311216 | val_loss: 0.0311599 | Time: 1504.21 ms [2021-10-07 14:30:45 main:581] : INFO : Epoch 2042 | loss: 0.0311218 | val_loss: 0.0311613 | Time: 1462.26 ms [2021-10-07 14:30:47 main:581] : INFO : Epoch 2043 | loss: 0.0311221 | val_loss: 0.0311598 | Time: 1455.02 ms [2021-10-07 14:30:48 main:581] : INFO : Epoch 2044 | loss: 0.0311224 | val_loss: 0.0311657 | Time: 1469.05 ms [2021-10-07 14:30:50 main:581] : INFO : Epoch 2045 | loss: 0.0311236 | val_loss: 0.0311608 | Time: 1479.75 ms [2021-10-07 14:30:51 main:581] : INFO : Epoch 2046 | loss: 0.0311235 | val_loss: 0.0311647 | Time: 1500.74 ms [2021-10-07 14:30:52 main:581] : INFO : Epoch 2047 | loss: 0.0311232 | val_loss: 0.0311612 | Time: 1470.69 ms [2021-10-07 14:30:54 main:581] : INFO : Epoch 2048 | loss: 0.0311232 | val_loss: 0.0311609 | Time: 1505.7 ms [2021-10-07 14:30:54 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311609 [2021-10-07 14:30:54 main:610] : INFO : Saving end state to config to file [2021-10-07 14:30:54 main:615] : INFO : Success, exiting.. 14:30:54 (3142832): 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)