Task 7649907
| Name | ParityModified-1631733474-23999-2_0 |
| Workunit | 5301186 |
| Created | 27 Sep 2021, 15:03:27 UTC |
| Sent | 6 Oct 2021, 18:22:11 UTC |
| Report deadline | 13 Oct 2021, 18:22:11 UTC |
| Received | 7 Oct 2021, 7:39:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 3 sec |
| CPU time | 49 min 58 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>
main:581] : INFO : Epoch 1538 | loss: 0.0311143 | val_loss: 0.0311561 | Time: 1451.17 ms
[2021-10-07 03:26:33 main:581] : INFO : Epoch 1539 | loss: 0.031115 | val_loss: 0.0311558 | Time: 1458.39 ms
[2021-10-07 03:26:34 main:581] : INFO : Epoch 1540 | loss: 0.0311155 | val_loss: 0.0311605 | Time: 1448.6 ms
[2021-10-07 03:26:36 main:581] : INFO : Epoch 1541 | loss: 0.0311143 | val_loss: 0.0311621 | Time: 1477.31 ms
[2021-10-07 03:26:37 main:581] : INFO : Epoch 1542 | loss: 0.0311144 | val_loss: 0.0311554 | Time: 1451.34 ms
[2021-10-07 03:26:38 main:581] : INFO : Epoch 1543 | loss: 0.0311128 | val_loss: 0.0311536 | Time: 1451.96 ms
[2021-10-07 03:26:40 main:581] : INFO : Epoch 1544 | loss: 0.0311112 | val_loss: 0.0311723 | Time: 1470.03 ms
[2021-10-07 03:26:41 main:581] : INFO : Epoch 1545 | loss: 0.031116 | val_loss: 0.0311608 | Time: 1465.1 ms
[2021-10-07 03:26:43 main:581] : INFO : Epoch 1546 | loss: 0.0311111 | val_loss: 0.0311702 | Time: 1443.94 ms
[2021-10-07 03:26:44 main:581] : INFO : Epoch 1547 | loss: 0.0311149 | val_loss: 0.0311606 | Time: 1458.26 ms
[2021-10-07 03:26:46 main:581] : INFO : Epoch 1548 | loss: 0.0311187 | val_loss: 0.0311561 | Time: 1453.07 ms
[2021-10-07 03:26:47 main:581] : INFO : Epoch 1549 | loss: 0.0311135 | val_loss: 0.0311614 | Time: 1485.36 ms
[2021-10-07 03:26:49 main:581] : INFO : Epoch 1550 | loss: 0.0311109 | val_loss: 0.0311669 | Time: 1433.6 ms
[2021-10-07 03:26:50 main:581] : INFO : Epoch 1551 | loss: 0.0311105 | val_loss: 0.0311607 | Time: 1472.74 ms
[2021-10-07 03:26:52 main:581] : INFO : Epoch 1552 | loss: 0.0311095 | val_loss: 0.0311606 | Time: 1480.29 ms
[2021-10-07 03:26:53 main:581] : INFO : Epoch 1553 | loss: 0.0311087 | val_loss: 0.0311594 | Time: 1454.29 ms
[2021-10-07 03:26:55 main:581] : INFO : Epoch 1554 | loss: 0.0311095 | val_loss: 0.0311601 | Time: 1450.57 ms
[2021-10-07 03:26:56 main:581] : INFO : Epoch 1555 | loss: 0.0311094 | val_loss: 0.0311622 | Time: 1440.18 ms
[2021-10-07 03:26:57 main:581] : INFO : Epoch 1556 | loss: 0.0311142 | val_loss: 0.0311551 | Time: 1438.8 ms
[2021-10-07 03:26:59 main:581] : INFO : Epoch 1557 | loss: 0.0311125 | val_loss: 0.0311616 | Time: 1451.71 ms
[2021-10-07 03:27:00 main:581] : INFO : Epoch 1558 | loss: 0.0311121 | val_loss: 0.0311555 | Time: 1453.59 ms
[2021-10-07 03:27:02 main:581] : INFO : Epoch 1559 | loss: 0.0311114 | val_loss: 0.0311549 | Time: 1450.4 ms
[2021-10-07 03:27:03 main:581] : INFO : Epoch 1560 | loss: 0.0311112 | val_loss: 0.0311636 | Time: 1465.56 ms
[2021-10-07 03:27:05 main:581] : INFO : Epoch 1561 | loss: 0.0311114 | val_loss: 0.031159 | Time: 1490.07 ms
[2021-10-07 03:27:06 main:581] : INFO : Epoch 1562 | loss: 0.0311118 | val_loss: 0.0311596 | Time: 1446 ms
[2021-10-07 03:27:08 main:581] : INFO : Epoch 1563 | loss: 0.0311145 | val_loss: 0.0311612 | Time: 1453.28 ms
[2021-10-07 03:27:09 main:581] : INFO : Epoch 1564 | loss: 0.0311129 | val_loss: 0.0311663 | Time: 1451.52 ms
[2021-10-07 03:27:11 main:581] : INFO : Epoch 1565 | loss: 0.0311136 | val_loss: 0.031159 | Time: 1465.47 ms
[2021-10-07 03:27:12 main:581] : INFO : Epoch 1566 | loss: 0.0311098 | val_loss: 0.0311713 | Time: 1449.77 ms
[2021-10-07 03:27:13 main:581] : INFO : Epoch 1567 | loss: 0.0311112 | val_loss: 0.0311613 | Time: 1446.78 ms
[2021-10-07 03:27:15 main:581] : INFO : Epoch 1568 | loss: 0.0311109 | val_loss: 0.031165 | Time: 1456.66 ms
[2021-10-07 03:27:16 main:581] : INFO : Epoch 1569 | loss: 0.0311102 | val_loss: 0.0311651 | Time: 1467.1 ms
[2021-10-07 03:27:18 main:581] : INFO : Epoch 1570 | loss: 0.0311117 | val_loss: 0.031159 | Time: 1450.68 ms
[2021-10-07 03:27:19 main:581] : INFO : Epoch 1571 | loss: 0.0311134 | val_loss: 0.0311644 | Time: 1452.56 ms
[2021-10-07 03:27:21 main:581] : INFO : Epoch 1572 | loss: 0.0311103 | val_loss: 0.0311703 | Time: 1470 ms
[2021-10-07 03:27:22 main:581] : INFO : Epoch 1573 | loss: 0.0311116 | val_loss: 0.0311658 | Time: 1454.35 ms
[2021-10-07 03:27:24 main:581] : INFO : Epoch 1574 | loss: 0.0311102 | val_loss: 0.0311686 | Time: 1460.45 ms
[2021-10-07 03:27:25 main:581] : INFO : Epoch 1575 | loss: 0.0311132 | val_loss: 0.0311608 | Time: 1474.06 ms
[2021-10-07 03:27:27 main:581] : INFO : Epoch 1576 | loss: 0.0311176 | val_loss: 0.03118 | Time: 1465.22 ms
[2021-10-07 03:27:28 main:581] : INFO : Epoch 1577 | loss: 0.0311196 | val_loss: 0.0311774 | Time: 1459.24 ms
[2021-10-07 03:27:30 main:581] : INFO : Epoch 1578 | loss: 0.0311147 | val_loss: 0.0311643 | Time: 1460.41 ms
[2021-10-07 03:27:31 main:581] : INFO : Epoch 1579 | loss: 0.031109 | val_loss: 0.0311665 | Time: 1463.78 ms
[2021-10-07 03:27:32 main:581] : INFO : Epoch 1580 | loss: 0.0311069 | val_loss: 0.0311692 | Time: 1460.91 ms
[2021-10-07 03:27:34 main:581] : INFO : Epoch 1581 | loss: 0.0311086 | val_loss: 0.0311718 | Time: 1463.15 ms
[2021-10-07 03:27:35 main:581] : INFO : Epoch 1582 | loss: 0.0311105 | val_loss: 0.0311643 | Time: 1459.2 ms
[2021-10-07 03:27:37 main:581] : INFO : Epoch 1583 | loss: 0.0311093 | val_loss: 0.0311648 | Time: 1453.82 ms
[2021-10-07 03:27:38 main:581] : INFO : Epoch 1584 | loss: 0.0311257 | val_loss: 0.0311564 | Time: 1447.6 ms
[2021-10-07 03:27:40 main:581] : INFO : Epoch 1585 | loss: 0.03114 | val_loss: 0.0311531 | Time: 1467.45 ms
[2021-10-07 03:27:41 main:581] : INFO : Epoch 1586 | loss: 0.0311383 | val_loss: 0.0311509 | Time: 1454.98 ms
[2021-10-07 03:27:43 main:581] : INFO : Epoch 1587 | loss: 0.0311358 | val_loss: 0.0311624 | Time: 1466.88 ms
[2021-10-07 03:27:44 main:581] : INFO : Epoch 1588 | loss: 0.0311305 | val_loss: 0.031155 | Time: 1449.76 ms
[2021-10-07 03:27:46 main:581] : INFO : Epoch 1589 | loss: 0.0311271 | val_loss: 0.0311553 | Time: 1451.93 ms
[2021-10-07 03:27:47 main:581] : INFO : Epoch 1590 | loss: 0.0311269 | val_loss: 0.0311616 | Time: 1472.96 ms
[2021-10-07 03:27:48 main:581] : INFO : Epoch 1591 | loss: 0.0311308 | val_loss: 0.0311589 | Time: 1451.75 ms
[2021-10-07 03:27:50 main:581] : INFO : Epoch 1592 | loss: 0.0311275 | val_loss: 0.0311561 | Time: 1470.01 ms
[2021-10-07 03:27:51 main:581] : INFO : Epoch 1593 | loss: 0.0311271 | val_loss: 0.0311561 | Time: 1455.82 ms
[2021-10-07 03:27:53 main:581] : INFO : Epoch 1594 | loss: 0.0311195 | val_loss: 0.031158 | Time: 1458.44 ms
[2021-10-07 03:27:54 main:581] : INFO : Epoch 1595 | loss: 0.0311186 | val_loss: 0.0311542 | Time: 1453.92 ms
[2021-10-07 03:27:56 main:581] : INFO : Epoch 1596 | loss: 0.0311163 | val_loss: 0.0311571 | Time: 1480.03 ms
[2021-10-07 03:27:57 main:581] : INFO : Epoch 1597 | loss: 0.0311174 | val_loss: 0.0311567 | Time: 1444.65 ms
[2021-10-07 03:27:59 main:581] : INFO : Epoch 1598 | loss: 0.0311146 | val_loss: 0.0311523 | Time: 1455.93 ms
[2021-10-07 03:28:00 main:581] : INFO : Epoch 1599 | loss: 0.0311119 | val_loss: 0.0311591 | Time: 1465.2 ms
[2021-10-07 03:28:02 main:581] : INFO : Epoch 1600 | loss: 0.0311254 | val_loss: 0.0311579 | Time: 1438.68 ms
[2021-10-07 03:28:03 main:581] : INFO : Epoch 1601 | loss: 0.0311276 | val_loss: 0.0311559 | Time: 1460.98 ms
[2021-10-07 03:28:05 main:581] : INFO : Epoch 1602 | loss: 0.0311241 | val_loss: 0.0311555 | Time: 1461.61 ms
[2021-10-07 03:28:06 main:581] : INFO : Epoch 1603 | loss: 0.0311216 | val_loss: 0.031158 | Time: 1460.67 ms
[2021-10-07 03:28:07 main:581] : INFO : Epoch 1604 | loss: 0.0311205 | val_loss: 0.0311644 | Time: 1457.2 ms
[2021-10-07 03:28:09 main:581] : INFO : Epoch 1605 | loss: 0.0311206 | val_loss: 0.0311571 | Time: 1457.61 ms
[2021-10-07 03:28:10 main:581] : INFO : Epoch 1606 | loss: 0.0311173 | val_loss: 0.0311644 | Time: 1459.25 ms
[2021-10-07 03:28:12 main:581] : INFO : Epoch 1607 | loss: 0.0311154 | val_loss: 0.0311568 | Time: 1444.16 ms
[2021-10-07 03:28:13 main:581] : INFO : Epoch 1608 | loss: 0.0311157 | val_loss: 0.031161 | Time: 1523 ms
[2021-10-07 03:28:15 main:581] : INFO : Epoch 1609 | loss: 0.0311224 | val_loss: 0.0311607 | Time: 1513.37 ms
[2021-10-07 03:28:16 main:581] : INFO : Epoch 1610 | loss: 0.0311198 | val_loss: 0.0311582 | Time: 1452.55 ms
[2021-10-07 03:28:18 main:581] : INFO : Epoch 1611 | loss: 0.0311171 | val_loss: 0.0311693 | Time: 1472.13 ms
[2021-10-07 03:28:19 main:581] : INFO : Epoch 1612 | loss: 0.0311174 | val_loss: 0.0311576 | Time: 1440.13 ms
[2021-10-07 03:28:21 main:581] : INFO : Epoch 1613 | loss: 0.0311124 | val_loss: 0.0311594 | Time: 1468.12 ms
[2021-10-07 03:28:22 main:581] : INFO : Epoch 1614 | loss: 0.0311099 | val_loss: 0.0311583 | Time: 1478.98 ms
[2021-10-07 03:28:24 main:581] : INFO : Epoch 1615 | loss: 0.0311112 | val_loss: 0.0311606 | Time: 1453.12 ms
[2021-10-07 03:28:25 main:581] : INFO : Epoch 1616 | loss: 0.0311084 | val_loss: 0.0311631 | Time: 1463.27 ms
[2021-10-07 03:28:27 main:581] : INFO : Epoch 1617 | loss: 0.0311062 | val_loss: 0.0311676 | Time: 1474.7 ms
[2021-10-07 03:28:28 main:581] : INFO : Epoch 1618 | loss: 0.0311052 | val_loss: 0.0311625 | Time: 1473.82 ms
[2021-10-07 03:28:30 main:581] : INFO : Epoch 1619 | loss: 0.0311084 | val_loss: 0.0311697 | Time: 1481.69 ms
[2021-10-07 03:28:31 main:581] : INFO : Epoch 1620 | loss: 0.0311085 | val_loss: 0.031162 | Time: 1469.27 ms
[2021-10-07 03:28:32 main:581] : INFO : Epoch 1621 | loss: 0.0311053 | val_loss: 0.0311626 | Time: 1438.47 ms
[2021-10-07 03:28:34 main:581] : INFO : Epoch 1622 | loss: 0.0311089 | val_loss: 0.0311617 | Time: 1461.26 ms
[2021-10-07 03:28:35 main:581] : INFO : Epoch 1623 | loss: 0.0311106 | val_loss: 0.0311658 | Time: 1450.53 ms
[2021-10-07 03:28:37 main:581] : INFO : Epoch 1624 | loss: 0.0311077 | val_loss: 0.0311603 | Time: 1437.81 ms
[2021-10-07 03:28:38 main:581] : INFO : Epoch 1625 | loss: 0.0311073 | val_loss: 0.0311608 | Time: 1491.69 ms
[2021-10-07 03:28:40 main:581] : INFO : Epoch 1626 | loss: 0.031108 | val_loss: 0.0311665 | Time: 1472.29 ms
[2021-10-07 03:28:41 main:581] : INFO : Epoch 1627 | loss: 0.0311099 | val_loss: 0.0311636 | Time: 1454.69 ms
[2021-10-07 03:28:43 main:581] : INFO : Epoch 1628 | loss: 0.0311088 | val_loss: 0.0311598 | Time: 1449.65 ms
[2021-10-07 03:28:44 main:581] : INFO : Epoch 1629 | loss: 0.0311119 | val_loss: 0.0311574 | Time: 1479.99 ms
[2021-10-07 03:28:46 main:581] : INFO : Epoch 1630 | loss: 0.0311123 | val_loss: 0.0311593 | Time: 1454.37 ms
[2021-10-07 03:28:47 main:581] : INFO : Epoch 1631 | loss: 0.0311159 | val_loss: 0.0311611 | Time: 1470.28 ms
[2021-10-07 03:28:49 main:581] : INFO : Epoch 1632 | loss: 0.0311226 | val_loss: 0.0311572 | Time: 1478.81 ms
[2021-10-07 03:28:50 main:581] : INFO : Epoch 1633 | loss: 0.0311188 | val_loss: 0.0311618 | Time: 1449.69 ms
[2021-10-07 03:28:51 main:581] : INFO : Epoch 1634 | loss: 0.0311168 | val_loss: 0.0311513 | Time: 1478.9 ms
[2021-10-07 03:28:53 main:581] : INFO : Epoch 1635 | loss: 0.0311174 | val_loss: 0.0311695 | Time: 1467.85 ms
[2021-10-07 03:28:54 main:581] : INFO : Epoch 1636 | loss: 0.0311146 | val_loss: 0.0311684 | Time: 1457.12 ms
[2021-10-07 03:28:56 main:581] : INFO : Epoch 1637 | loss: 0.031115 | val_loss: 0.031165 | Time: 1446.24 ms
[2021-10-07 03:28:57 main:581] : INFO : Epoch 1638 | loss: 0.0311101 | val_loss: 0.0311554 | Time: 1440.19 ms
[2021-10-07 03:28:59 main:581] : INFO : Epoch 1639 | loss: 0.0311099 | val_loss: 0.0311637 | Time: 1455.83 ms
[2021-10-07 03:29:00 main:581] : INFO : Epoch 1640 | loss: 0.031108 | val_loss: 0.0311719 | Time: 1452.04 ms
[2021-10-07 03:29:02 main:581] : INFO : Epoch 1641 | loss: 0.0311117 | val_loss: 0.0311685 | Time: 1460.18 ms
[2021-10-07 03:29:03 main:581] : INFO : Epoch 1642 | loss: 0.031117 | val_loss: 0.0311619 | Time: 1469.59 ms
[2021-10-07 03:29:05 main:581] : INFO : Epoch 1643 | loss: 0.0311143 | val_loss: 0.0311663 | Time: 1457.71 ms
[2021-10-07 03:29:06 main:581] : INFO : Epoch 1644 | loss: 0.031112 | val_loss: 0.0311607 | Time: 1441.13 ms
[2021-10-07 03:29:07 main:581] : INFO : Epoch 1645 | loss: 0.0311073 | val_loss: 0.0311638 | Time: 1448.85 ms
[2021-10-07 03:29:09 main:581] : INFO : Epoch 1646 | loss: 0.0311082 | val_loss: 0.0311634 | Time: 1442.13 ms
[2021-10-07 03:29:10 main:581] : INFO : Epoch 1647 | loss: 0.0311099 | val_loss: 0.031168 | Time: 1461.87 ms
[2021-10-07 03:29:12 main:581] : INFO : Epoch 1648 | loss: 0.0311115 | val_loss: 0.0311608 | Time: 1441.85 ms
[2021-10-07 03:29:13 main:581] : INFO : Epoch 1649 | loss: 0.0311074 | val_loss: 0.031163 | Time: 1468.03 ms
[2021-10-07 03:29:15 main:581] : INFO : Epoch 1650 | loss: 0.0311082 | val_loss: 0.0311625 | Time: 1449.24 ms
[2021-10-07 03:29:16 main:581] : INFO : Epoch 1651 | loss: 0.031108 | val_loss: 0.0311707 | Time: 1444 ms
[2021-10-07 03:29:18 main:581] : INFO : Epoch 1652 | loss: 0.0311128 | val_loss: 0.0311616 | Time: 1475.57 ms
[2021-10-07 03:29:19 main:581] : INFO : Epoch 1653 | loss: 0.0311094 | val_loss: 0.0311692 | Time: 1477.25 ms
[2021-10-07 03:29:21 main:581] : INFO : Epoch 1654 | loss: 0.0311094 | val_loss: 0.0311651 | Time: 1467.75 ms
[2021-10-07 03:29:22 main:581] : INFO : Epoch 1655 | loss: 0.0311084 | val_loss: 0.0311734 | Time: 1448.22 ms
[2021-10-07 03:29:23 main:581] : INFO : Epoch 1656 | loss: 0.0311108 | val_loss: 0.0311606 | Time: 1458.09 ms
[2021-10-07 03:29:25 main:581] : INFO : Epoch 1657 | loss: 0.0311202 | val_loss: 0.0311671 | Time: 1461.08 ms
[2021-10-07 03:29:26 main:581] : INFO : Epoch 1658 | loss: 0.0311187 | val_loss: 0.0311649 | Time: 1466 ms
[2021-10-07 03:29:28 main:581] : INFO : Epoch 1659 | loss: 0.0311166 | val_loss: 0.0311745 | Time: 1463.77 ms
[2021-10-07 03:29:29 main:581] : INFO : Epoch 1660 | loss: 0.0311189 | val_loss: 0.0311637 | Time: 1465.1 ms
[2021-10-07 03:29:31 main:581] : INFO : Epoch 1661 | loss: 0.0311142 | val_loss: 0.0311659 | Time: 1468.61 ms
[2021-10-07 03:29:32 main:581] : INFO : Epoch 1662 | loss: 0.031114 | val_loss: 0.0311584 | Time: 1487.95 ms
[2021-10-07 03:29:34 main:581] : INFO : Epoch 1663 | loss: 0.0311126 | val_loss: 0.0311584 | Time: 1460.67 ms
[2021-10-07 03:29:35 main:581] : INFO : Epoch 1664 | loss: 0.0311097 | val_loss: 0.0311616 | Time: 1464.67 ms
[2021-10-07 03:29:37 main:581] : INFO : Epoch 1665 | loss: 0.0311162 | val_loss: 0.0311642 | Time: 1460.75 ms
[2021-10-07 03:29:38 main:581] : INFO : Epoch 1666 | loss: 0.0311174 | val_loss: 0.0311675 | Time: 1456.72 ms
[2021-10-07 03:29:40 main:581] : INFO : Epoch 1667 | loss: 0.0311122 | val_loss: 0.0311607 | Time: 1459.28 ms
[2021-10-07 03:29:41 main:581] : INFO : Epoch 1668 | loss: 0.0311117 | val_loss: 0.0311616 | Time: 1445.15 ms
[2021-10-07 03:29:43 main:581] : INFO : Epoch 1669 | loss: 0.0311116 | val_loss: 0.031159 | Time: 1453.44 ms
[2021-10-07 03:29:44 main:581] : INFO : Epoch 1670 | loss: 0.0311112 | val_loss: 0.0311599 | Time: 1473.04 ms
[2021-10-07 03:29:45 main:581] : INFO : Epoch 1671 | loss: 0.0311113 | val_loss: 0.0311579 | Time: 1466.13 ms
[2021-10-07 03:29:47 main:581] : INFO : Epoch 1672 | loss: 0.0311089 | val_loss: 0.0311678 | Time: 1464.86 ms
[2021-10-07 03:29:48 main:581] : INFO : Epoch 1673 | loss: 0.0311089 | val_loss: 0.0311639 | Time: 1470.8 ms
[2021-10-07 03:29:50 main:581] : INFO : Epoch 1674 | loss: 0.031106 | val_loss: 0.0311588 | Time: 1466.79 ms
[2021-10-07 03:29:51 main:581] : INFO : Epoch 1675 | loss: 0.0311125 | val_loss: 0.0311597 | Time: 1440.31 ms
[2021-10-07 03:29:53 main:581] : INFO : Epoch 1676 | loss: 0.0311203 | val_loss: 0.0311555 | Time: 1443.83 ms
[2021-10-07 03:29:54 main:581] : INFO : Epoch 1677 | loss: 0.031116 | val_loss: 0.0311576 | Time: 1452.37 ms
[2021-10-07 03:29:56 main:581] : INFO : Epoch 1678 | loss: 0.0311114 | val_loss: 0.0311559 | Time: 1455.97 ms
[2021-10-07 03:29:57 main:581] : INFO : Epoch 1679 | loss: 0.0311098 | val_loss: 0.0311573 | Time: 1479.91 ms
[2021-10-07 03:29:59 main:581] : INFO : Epoch 1680 | loss: 0.0311088 | val_loss: 0.031166 | Time: 1455.6 ms
[2021-10-07 03:30:00 main:581] : INFO : Epoch 1681 | loss: 0.0311113 | val_loss: 0.0311606 | Time: 1480.14 ms
[2021-10-07 03:30:02 main:581] : INFO : Epoch 1682 | loss: 0.0311115 | val_loss: 0.0311672 | Time: 1455.33 ms
[2021-10-07 03:30:03 main:581] : INFO : Epoch 1683 | loss: 0.0311091 | val_loss: 0.0311589 | Time: 1445.58 ms
[2021-10-07 03:30:04 main:581] : INFO : Epoch 1684 | loss: 0.0311082 | val_loss: 0.0311607 | Time: 1437.81 ms
[2021-10-07 03:30:06 main:581] : INFO : Epoch 1685 | loss: 0.0311086 | val_loss: 0.0311619 | Time: 1469.91 ms
[2021-10-07 03:30:07 main:581] : INFO : Epoch 1686 | loss: 0.0311128 | val_loss: 0.0311628 | Time: 1442 ms
[2021-10-07 03:30:09 main:581] : INFO : Epoch 1687 | loss: 0.0311135 | val_loss: 0.0311594 | Time: 1458.86 ms
[2021-10-07 03:30:10 main:581] : INFO : Epoch 1688 | loss: 0.0311098 | val_loss: 0.0311576 | Time: 1463.25 ms
[2021-10-07 03:30:12 main:581] : INFO : Epoch 1689 | loss: 0.0311062 | val_loss: 0.0311714 | Time: 1451.68 ms
[2021-10-07 03:30:13 main:581] : INFO : Epoch 1690 | loss: 0.0311098 | val_loss: 0.0311596 | Time: 1438.25 ms
[2021-10-07 03:30:15 main:581] : INFO : Epoch 1691 | loss: 0.0311098 | val_loss: 0.0311564 | Time: 1451.51 ms
[2021-10-07 03:30:16 main:581] : INFO : Epoch 1692 | loss: 0.0311086 | val_loss: 0.0311689 | Time: 1445.35 ms
[2021-10-07 03:30:17 main:581] : INFO : Epoch 1693 | loss: 0.0311084 | val_loss: 0.0311607 | Time: 1426.22 ms
[2021-10-07 03:30:19 main:581] : INFO : Epoch 1694 | loss: 0.0311046 | val_loss: 0.0311566 | Time: 1456.42 ms
[2021-10-07 03:30:20 main:581] : INFO : Epoch 1695 | loss: 0.0311042 | val_loss: 0.0311613 | Time: 1443.56 ms
[2021-10-07 03:30:22 main:581] : INFO : Epoch 1696 | loss: 0.0311035 | val_loss: 0.0311575 | Time: 1438.43 ms
[2021-10-07 03:30:23 main:581] : INFO : Epoch 1697 | loss: 0.0311075 | val_loss: 0.0311575 | Time: 1473.77 ms
[2021-10-07 03:30:25 main:581] : INFO : Epoch 1698 | loss: 0.0311114 | val_loss: 0.0311594 | Time: 1580.16 ms
[2021-10-07 03:30:26 main:581] : INFO : Epoch 1699 | loss: 0.0311147 | val_loss: 0.0311676 | Time: 1476.24 ms
[2021-10-07 03:30:28 main:581] : INFO : Epoch 1700 | loss: 0.0311091 | val_loss: 0.0311645 | Time: 1454.54 ms
[2021-10-07 03:30:29 main:581] : INFO : Epoch 1701 | loss: 0.0311089 | val_loss: 0.0311573 | Time: 1438.87 ms
[2021-10-07 03:30:31 main:581] : INFO : Epoch 1702 | loss: 0.0311074 | val_loss: 0.031165 | Time: 1474.75 ms
[2021-10-07 03:30:32 main:581] : INFO : Epoch 1703 | loss: 0.0311041 | val_loss: 0.0311622 | Time: 1422.22 ms
[2021-10-07 03:30:34 main:581] : INFO : Epoch 1704 | loss: 0.031106 | val_loss: 0.0311718 | Time: 1461.62 ms
[2021-10-07 03:30:35 main:581] : INFO : Epoch 1705 | loss: 0.0311072 | val_loss: 0.0311597 | Time: 1462.8 ms
[2021-10-07 03:30:36 main:581] : INFO : Epoch 1706 | loss: 0.0311049 | val_loss: 0.0311598 | Time: 1444.02 ms
[2021-10-07 03:30:38 main:581] : INFO : Epoch 1707 | loss: 0.0311068 | val_loss: 0.0311608 | Time: 1449.81 ms
[2021-10-07 03:30:39 main:581] : INFO : Epoch 1708 | loss: 0.0311085 | val_loss: 0.0311599 | Time: 1439.45 ms
[2021-10-07 03:30:41 main:581] : INFO : Epoch 1709 | loss: 0.0311036 | val_loss: 0.0311621 | Time: 1434.7 ms
[2021-10-07 03:30:42 main:581] : INFO : Epoch 1710 | loss: 0.0311069 | val_loss: 0.0311578 | Time: 1469.09 ms
[2021-10-07 03:30:44 main:581] : INFO : Epoch 1711 | loss: 0.0311089 | val_loss: 0.031158 | Time: 1467.22 ms
[2021-10-07 03:30:45 main:581] : INFO : Epoch 1712 | loss: 0.0311102 | val_loss: 0.0311646 | Time: 1449.96 ms
[2021-10-07 03:30:47 main:581] : INFO : Epoch 1713 | loss: 0.0311058 | val_loss: 0.031159 | Time: 1445.55 ms
[2021-10-07 03:30:48 main:581] : INFO : Epoch 1714 | loss: 0.0311066 | val_loss: 0.0311615 | Time: 1437.79 ms
[2021-10-07 03:30:50 main:581] : INFO : Epoch 1715 | loss: 0.0311074 | val_loss: 0.0311615 | Time: 1448.84 ms
[2021-10-07 03:30:51 main:581] : INFO : Epoch 1716 | loss: 0.0311089 | val_loss: 0.0311649 | Time: 1466.06 ms
[2021-10-07 03:30:52 main:581] : INFO : Epoch 1717 | loss: 0.0311052 | val_loss: 0.0311603 | Time: 1449.19 ms
[2021-10-07 03:30:54 main:581] : INFO : Epoch 1718 | loss: 0.0311066 | val_loss: 0.0311726 | Time: 1465.1 ms
[2021-10-07 03:30:55 main:581] : INFO : Epoch 1719 | loss: 0.0311096 | val_loss: 0.0311658 | Time: 1470.62 ms
[2021-10-07 03:30:57 main:581] : INFO : Epoch 1720 | loss: 0.0311097 | val_loss: 0.0311637 | Time: 1443.81 ms
[2021-10-07 03:30:58 main:581] : INFO : Epoch 1721 | loss: 0.0311052 | val_loss: 0.0311641 | Time: 1479.67 ms
[2021-10-07 03:31:00 main:581] : INFO : Epoch 1722 | loss: 0.0311046 | val_loss: 0.0311581 | Time: 1449.23 ms
[2021-10-07 03:31:01 main:581] : INFO : Epoch 1723 | loss: 0.0311051 | val_loss: 0.031166 | Time: 1460.24 ms
[2021-10-07 03:31:03 main:581] : INFO : Epoch 1724 | loss: 0.0311114 | val_loss: 0.0311676 | Time: 1464.78 ms
[2021-10-07 03:31:04 main:581] : INFO : Epoch 1725 | loss: 0.0311156 | val_loss: 0.0311655 | Time: 1437.85 ms
[2021-10-07 03:31:06 main:581] : INFO : Epoch 1726 | loss: 0.0311081 | val_loss: 0.031164 | Time: 1452.66 ms
[2021-10-07 03:31:07 main:581] : INFO : Epoch 1727 | loss: 0.0311079 | val_loss: 0.0311652 | Time: 1447.8 ms
[2021-10-07 03:31:08 main:581] : INFO : Epoch 1728 | loss: 0.0311081 | val_loss: 0.0311592 | Time: 1453.83 ms
[2021-10-07 03:31:10 main:581] : INFO : Epoch 1729 | loss: 0.0311077 | val_loss: 0.0311594 | Time: 1435.21 ms
[2021-10-07 03:31:11 main:581] : INFO : Epoch 1730 | loss: 0.0311083 | val_loss: 0.031159 | Time: 1438.67 ms
[2021-10-07 03:31:13 main:581] : INFO : Epoch 1731 | loss: 0.0311089 | val_loss: 0.0311616 | Time: 1469.03 ms
[2021-10-07 03:31:14 main:581] : INFO : Epoch 1732 | loss: 0.0311158 | val_loss: 0.0311589 | Time: 1449.18 ms
[2021-10-07 03:31:16 main:581] : INFO : Epoch 1733 | loss: 0.0311158 | val_loss: 0.0311668 | Time: 1446.18 ms
[2021-10-07 03:31:17 main:581] : INFO : Epoch 1734 | loss: 0.0311145 | val_loss: 0.0311582 | Time: 1467.64 ms
[2021-10-07 03:31:19 main:581] : INFO : Epoch 1735 | loss: 0.0311117 | val_loss: 0.0311561 | Time: 1459.36 ms
[2021-10-07 03:31:20 main:581] : INFO : Epoch 1736 | loss: 0.0311096 | val_loss: 0.0311591 | Time: 1455.5 ms
[2021-10-07 03:31:22 main:581] : INFO : Epoch 1737 | loss: 0.03111 | val_loss: 0.0311616 | Time: 1440.63 ms
[2021-10-07 03:31:23 main:581] : INFO : Epoch 1738 | loss: 0.0311128 | val_loss: 0.0311688 | Time: 1458.41 ms
[2021-10-07 03:31:24 main:581] : INFO : Epoch 1739 | loss: 0.0311117 | val_loss: 0.0311706 | Time: 1458.54 ms
[2021-10-07 03:31:26 main:581] : INFO : Epoch 1740 | loss: 0.0311099 | val_loss: 0.0311626 | Time: 1464.01 ms
[2021-10-07 03:31:27 main:581] : INFO : Epoch 1741 | loss: 0.0311121 | val_loss: 0.0311697 | Time: 1468.43 ms
[2021-10-07 03:31:29 main:581] : INFO : Epoch 1742 | loss: 0.0311083 | val_loss: 0.0311652 | Time: 1472.73 ms
[2021-10-07 03:31:30 main:581] : INFO : Epoch 1743 | loss: 0.0311198 | val_loss: 0.0311689 | Time: 1467.92 ms
[2021-10-07 03:31:32 main:581] : INFO : Epoch 1744 | loss: 0.0311193 | val_loss: 0.0311594 | Time: 1477.48 ms
[2021-10-07 03:31:33 main:581] : INFO : Epoch 1745 | loss: 0.0311087 | val_loss: 0.031163 | Time: 1478.43 ms
[2021-10-07 03:31:35 main:581] : INFO : Epoch 1746 | loss: 0.0311069 | val_loss: 0.0311661 | Time: 1462.54 ms
[2021-10-07 03:31:36 main:581] : INFO : Epoch 1747 | loss: 0.0311102 | val_loss: 0.0311628 | Time: 1440.74 ms
[2021-10-07 03:31:38 main:581] : INFO : Epoch 1748 | loss: 0.0311059 | val_loss: 0.0311756 | Time: 1511.92 ms
[2021-10-07 03:31:39 main:581] : INFO : Epoch 1749 | loss: 0.0311077 | val_loss: 0.0311561 | Time: 1467.19 ms
[2021-10-07 03:31:41 main:581] : INFO : Epoch 1750 | loss: 0.0311089 | val_loss: 0.0311677 | Time: 1465.09 ms
[2021-10-07 03:31:42 main:581] : INFO : Epoch 1751 | loss: 0.0311195 | val_loss: 0.0311679 | Time: 1443.74 ms
[2021-10-07 03:31:44 main:581] : INFO : Epoch 1752 | loss: 0.0311199 | val_loss: 0.0311653 | Time: 1439.94 ms
[2021-10-07 03:31:45 main:581] : INFO : Epoch 1753 | loss: 0.0311194 | val_loss: 0.0311637 | Time: 1456.46 ms
[2021-10-07 03:31:46 main:581] : INFO : Epoch 1754 | loss: 0.0311236 | val_loss: 0.0311542 | Time: 1441.42 ms
[2021-10-07 03:31:48 main:581] : INFO : Epoch 1755 | loss: 0.0311223 | val_loss: 0.0311686 | Time: 1453.41 ms
[2021-10-07 03:31:49 main:581] : INFO : Epoch 1756 | loss: 0.0311197 | val_loss: 0.0311531 | Time: 1426.8 ms
[2021-10-07 03:31:51 main:581] : INFO : Epoch 1757 | loss: 0.0311194 | val_loss: 0.0311629 | Time: 1479.9 ms
[2021-10-07 03:31:52 main:581] : INFO : Epoch 1758 | loss: 0.0311139 | val_loss: 0.0311597 | Time: 1450.8 ms
[2021-10-07 03:31:54 main:581] : INFO : Epoch 1759 | loss: 0.0311127 | val_loss: 0.0311526 | Time: 1452.19 ms
[2021-10-07 03:31:55 main:581] : INFO : Epoch 1760 | loss: 0.0311184 | val_loss: 0.0311579 | Time: 1482.92 ms
[2021-10-07 03:31:57 main:581] : INFO : Epoch 1761 | loss: 0.0311112 | val_loss: 0.0311661 | Time: 1448.7 ms
[2021-10-07 03:31:58 main:581] : INFO : Epoch 1762 | loss: 0.031112 | val_loss: 0.0311616 | Time: 1450.68 ms
[2021-10-07 03:32:00 main:581] : INFO : Epoch 1763 | loss: 0.0311099 | val_loss: 0.0311619 | Time: 1473.82 ms
[2021-10-07 03:32:01 main:581] : INFO : Epoch 1764 | loss: 0.0311102 | val_loss: 0.031166 | Time: 1458.28 ms
[2021-10-07 03:32:02 main:581] : INFO : Epoch 1765 | loss: 0.0311091 | val_loss: 0.0311642 | Time: 1476.49 ms
[2021-10-07 03:32:04 main:581] : INFO : Epoch 1766 | loss: 0.03111 | val_loss: 0.0311547 | Time: 1484.19 ms
[2021-10-07 03:32:05 main:581] : INFO : Epoch 1767 | loss: 0.031109 | val_loss: 0.0311599 | Time: 1466.14 ms
[2021-10-07 03:32:07 main:581] : INFO : Epoch 1768 | loss: 0.0311059 | val_loss: 0.0311665 | Time: 1450.49 ms
[2021-10-07 03:32:08 main:581] : INFO : Epoch 1769 | loss: 0.0311138 | val_loss: 0.0311633 | Time: 1461.56 ms
[2021-10-07 03:32:10 main:581] : INFO : Epoch 1770 | loss: 0.0311126 | val_loss: 0.0311522 | Time: 1445.98 ms
[2021-10-07 03:32:11 main:581] : INFO : Epoch 1771 | loss: 0.0311089 | val_loss: 0.0311568 | Time: 1521.41 ms
[2021-10-07 03:32:13 main:581] : INFO : Epoch 1772 | loss: 0.0311129 | val_loss: 0.0311603 | Time: 1441.24 ms
[2021-10-07 03:32:14 main:581] : INFO : Epoch 1773 | loss: 0.0311271 | val_loss: 0.0311613 | Time: 1443.13 ms
[2021-10-07 03:32:16 main:581] : INFO : Epoch 1774 | loss: 0.031125 | val_loss: 0.031159 | Time: 1468.21 ms
[2021-10-07 03:32:17 main:581] : INFO : Epoch 1775 | loss: 0.0311197 | val_loss: 0.0311589 | Time: 1437.87 ms
[2021-10-07 03:32:19 main:581] : INFO : Epoch 1776 | loss: 0.0311181 | val_loss: 0.0311617 | Time: 1437.35 ms
[2021-10-07 03:32:20 main:581] : INFO : Epoch 1777 | loss: 0.0311193 | val_loss: 0.0311598 | Time: 1438.69 ms
[2021-10-07 03:32:21 main:581] : INFO : Epoch 1778 | loss: 0.0311157 | val_loss: 0.0311648 | Time: 1459.72 ms
[2021-10-07 03:32:23 main:581] : INFO : Epoch 1779 | loss: 0.0311167 | val_loss: 0.0311589 | Time: 1446.94 ms
[2021-10-07 03:32:24 main:581] : INFO : Epoch 1780 | loss: 0.0311179 | val_loss: 0.0311553 | Time: 1479.1 ms
[2021-10-07 03:32:26 main:581] : INFO : Epoch 1781 | loss: 0.0311169 | val_loss: 0.0311605 | Time: 1438.11 ms
[2021-10-07 03:32:27 main:581] : INFO : Epoch 1782 | loss: 0.0311141 | val_loss: 0.0311558 | Time: 1451.39 ms
[2021-10-07 03:32:29 main:581] : INFO : Epoch 1783 | loss: 0.0311137 | val_loss: 0.0311699 | Time: 1447.41 ms
[2021-10-07 03:32:30 main:581] : INFO : Epoch 1784 | loss: 0.0311106 | val_loss: 0.0311632 | Time: 1473.59 ms
[2021-10-07 03:32:32 main:581] : INFO : Epoch 1785 | loss: 0.0311093 | val_loss: 0.0311667 | Time: 1457.76 ms
[2021-10-07 03:32:33 main:581] : INFO : Epoch 1786 | loss: 0.0311113 | val_loss: 0.0311617 | Time: 1451.27 ms
[2021-10-07 03:32:35 main:581] : INFO : Epoch 1787 | loss: 0.0311121 | val_loss: 0.0311724 | Time: 1477.59 ms
[2021-10-07 03:32:36 main:581] : INFO : Epoch 1788 | loss: 0.0311146 | val_loss: 0.0311646 | Time: 1456.54 ms
[2021-10-07 03:32:37 main:581] : INFO : Epoch 1789 | loss: 0.0311143 | val_loss: 0.0311584 | Time: 1462.11 ms
[2021-10-07 03:32:39 main:581] : INFO : Epoch 1790 | loss: 0.0311121 | val_loss: 0.0311604 | Time: 1467.03 ms
[2021-10-07 03:32:40 main:581] : INFO : Epoch 1791 | loss: 0.0311089 | val_loss: 0.0311521 | Time: 1452.74 ms
[2021-10-07 03:32:42 main:581] : INFO : Epoch 1792 | loss: 0.0311103 | val_loss: 0.0311584 | Time: 1444 ms
[2021-10-07 03:32:43 main:581] : INFO : Epoch 1793 | loss: 0.0311083 | val_loss: 0.0311605 | Time: 1432.75 ms
[2021-10-07 03:32:45 main:581] : INFO : Epoch 1794 | loss: 0.0311066 | val_loss: 0.0311602 | Time: 1463.3 ms
[2021-10-07 03:32:46 main:581] : INFO : Epoch 1795 | loss: 0.0311087 | val_loss: 0.0311637 | Time: 1469.97 ms
[2021-10-07 03:32:48 main:581] : INFO : Epoch 1796 | loss: 0.0311128 | val_loss: 0.0311632 | Time: 1454.42 ms
[2021-10-07 03:32:49 main:581] : INFO : Epoch 1797 | loss: 0.0311114 | val_loss: 0.0311652 | Time: 1432.65 ms
[2021-10-07 03:32:51 main:581] : INFO : Epoch 1798 | loss: 0.0311106 | val_loss: 0.0311623 | Time: 1453.81 ms
[2021-10-07 03:32:52 main:581] : INFO : Epoch 1799 | loss: 0.0311079 | val_loss: 0.0311604 | Time: 1444.25 ms
[2021-10-07 03:32:53 main:581] : INFO : Epoch 1800 | loss: 0.0311073 | val_loss: 0.031164 | Time: 1469.33 ms
[2021-10-07 03:32:55 main:581] : INFO : Epoch 1801 | loss: 0.031111 | val_loss: 0.0311599 | Time: 1469.17 ms
[2021-10-07 03:32:56 main:581] : INFO : Epoch 1802 | loss: 0.0311136 | val_loss: 0.0311631 | Time: 1466.33 ms
[2021-10-07 03:32:58 main:581] : INFO : Epoch 1803 | loss: 0.031108 | val_loss: 0.0311617 | Time: 1451.43 ms
[2021-10-07 03:32:59 main:581] : INFO : Epoch 1804 | loss: 0.0311066 | val_loss: 0.0311603 | Time: 1461.4 ms
[2021-10-07 03:33:01 main:581] : INFO : Epoch 1805 | loss: 0.0311152 | val_loss: 0.0311688 | Time: 1478.85 ms
[2021-10-07 03:33:02 main:581] : INFO : Epoch 1806 | loss: 0.0311101 | val_loss: 0.0311666 | Time: 1509.27 ms
[2021-10-07 03:33:04 main:581] : INFO : Epoch 1807 | loss: 0.0311071 | val_loss: 0.0311667 | Time: 1469.37 ms
[2021-10-07 03:33:05 main:581] : INFO : Epoch 1808 | loss: 0.0311076 | val_loss: 0.0311604 | Time: 1459.34 ms
[2021-10-07 03:33:07 main:581] : INFO : Epoch 1809 | loss: 0.0311063 | val_loss: 0.0311537 | Time: 1477.11 ms
[2021-10-07 03:33:08 main:581] : INFO : Epoch 1810 | loss: 0.0311061 | val_loss: 0.0311641 | Time: 1469.95 ms
[2021-10-07 03:33:10 main:581] : INFO : Epoch 1811 | loss: 0.0311041 | val_loss: 0.0311624 | Time: 1442.78 ms
[2021-10-07 03:33:11 main:581] : INFO : Epoch 1812 | loss: 0.0311069 | val_loss: 0.0311663 | Time: 1431.56 ms
[2021-10-07 03:33:12 main:581] : INFO : Epoch 1813 | loss: 0.0311117 | val_loss: 0.0311686 | Time: 1450.56 ms
[2021-10-07 03:33:14 main:581] : INFO : Epoch 1814 | loss: 0.0311088 | val_loss: 0.0311682 | Time: 1463.62 ms
[2021-10-07 03:33:15 main:581] : INFO : Epoch 1815 | loss: 0.0311101 | val_loss: 0.0311619 | Time: 1465.17 ms
[2021-10-07 03:33:17 main:581] : INFO : Epoch 1816 | loss: 0.0311063 | val_loss: 0.0311746 | Time: 1473.67 ms
[2021-10-07 03:33:18 main:581] : INFO : Epoch 1817 | loss: 0.0311028 | val_loss: 0.0311641 | Time: 1454.19 ms
[2021-10-07 03:33:20 main:581] : INFO : Epoch 1818 | loss: 0.0311028 | val_loss: 0.031174 | Time: 1460.74 ms
[2021-10-07 03:33:21 main:581] : INFO : Epoch 1819 | loss: 0.0311017 | val_loss: 0.0311667 | Time: 1485.69 ms
[2021-10-07 03:33:23 main:581] : INFO : Epoch 1820 | loss: 0.0310994 | val_loss: 0.0311598 | Time: 1499.48 ms
[2021-10-07 03:33:24 main:581] : INFO : Epoch 1821 | loss: 0.0311 | val_loss: 0.0311711 | Time: 1457.51 ms
[2021-10-07 03:33:26 main:581] : INFO : Epoch 1822 | loss: 0.0310993 | val_loss: 0.0311611 | Time: 1472.6 ms
[2021-10-07 03:33:27 main:581] : INFO : Epoch 1823 | loss: 0.0311011 | val_loss: 0.0311581 | Time: 1443.59 ms
[2021-10-07 03:33:29 main:581] : INFO : Epoch 1824 | loss: 0.031102 | val_loss: 0.0311642 | Time: 1449.73 ms
[2021-10-07 03:33:30 main:581] : INFO : Epoch 1825 | loss: 0.0311019 | val_loss: 0.0311573 | Time: 1471.06 ms
[2021-10-07 03:33:32 main:581] : INFO : Epoch 1826 | loss: 0.0311093 | val_loss: 0.0311659 | Time: 1471.53 ms
[2021-10-07 03:33:33 main:581] : INFO : Epoch 1827 | loss: 0.0310998 | val_loss: 0.0311633 | Time: 1451.5 ms
[2021-10-07 03:33:34 main:581] : INFO : Epoch 1828 | loss: 0.0311006 | val_loss: 0.0311645 | Time: 1454.66 ms
[2021-10-07 03:33:36 main:581] : INFO : Epoch 1829 | loss: 0.0311056 | val_loss: 0.0311746 | Time: 1464.2 ms
[2021-10-07 03:33:37 main:581] : INFO : Epoch 1830 | loss: 0.0311099 | val_loss: 0.031159 | Time: 1451.3 ms
[2021-10-07 03:33:39 main:581] : INFO : Epoch 1831 | loss: 0.0311123 | val_loss: 0.0311642 | Time: 1443.74 ms
[2021-10-07 03:33:40 main:581] : INFO : Epoch 1832 | loss: 0.0311064 | val_loss: 0.0311665 | Time: 1463.88 ms
[2021-10-07 03:33:42 main:581] : INFO : Epoch 1833 | loss: 0.0311055 | val_loss: 0.0311614 | Time: 1444.32 ms
[2021-10-07 03:33:43 main:581] : INFO : Epoch 1834 | loss: 0.0311038 | val_loss: 0.031166 | Time: 1454.31 ms
[2021-10-07 03:33:45 main:581] : INFO : Epoch 1835 | loss: 0.0311042 | val_loss: 0.0311777 | Time: 1459.99 ms
[2021-10-07 03:33:46 main:581] : INFO : Epoch 1836 | loss: 0.0311045 | val_loss: 0.0311768 | Time: 1465 ms
[2021-10-07 03:33:48 main:581] : INFO : Epoch 1837 | loss: 0.0311034 | val_loss: 0.0311692 | Time: 1478.57 ms
[2021-10-07 03:33:49 main:581] : INFO : Epoch 1838 | loss: 0.0310981 | val_loss: 0.031167 | Time: 1450.74 ms
[2021-10-07 03:33:51 main:581] : INFO : Epoch 1839 | loss: 0.0310961 | val_loss: 0.0311634 | Time: 1492.61 ms
[2021-10-07 03:33:52 main:581] : INFO : Epoch 1840 | loss: 0.0310964 | val_loss: 0.0311646 | Time: 1448.02 ms
[2021-10-07 03:33:53 main:581] : INFO : Epoch 1841 | loss: 0.0310957 | val_loss: 0.0311712 | Time: 1446.66 ms
[2021-10-07 03:33:55 main:581] : INFO : Epoch 1842 | loss: 0.0310972 | val_loss: 0.0311714 | Time: 1451.86 ms
[2021-10-07 03:33:56 main:581] : INFO : Epoch 1843 | loss: 0.0311117 | val_loss: 0.0312208 | Time: 1428.13 ms
[2021-10-07 03:33:58 main:581] : INFO : Epoch 1844 | loss: 0.0312387 | val_loss: 0.0337293 | Time: 1482.81 ms
[2021-10-07 03:33:59 main:581] : INFO : Epoch 1845 | loss: 0.0432774 | val_loss: 0.0322296 | Time: 1551.52 ms
[2021-10-07 03:34:01 main:581] : INFO : Epoch 1846 | loss: 0.0353794 | val_loss: 0.0315634 | Time: 1467.66 ms
[2021-10-07 03:34:02 main:581] : INFO : Epoch 1847 | loss: 0.0320575 | val_loss: 0.0318969 | Time: 1470.24 ms
[2021-10-07 03:34:04 main:581] : INFO : Epoch 1848 | loss: 0.0314264 | val_loss: 0.0313263 | Time: 1445.93 ms
[2021-10-07 03:34:05 main:581] : INFO : Epoch 1849 | loss: 0.0312726 | val_loss: 0.0312581 | Time: 1438.83 ms
[2021-10-07 03:34:07 main:581] : INFO : Epoch 1850 | loss: 0.0312475 | val_loss: 0.0312402 | Time: 1452.86 ms
[2021-10-07 03:34:08 main:581] : INFO : Epoch 1851 | loss: 0.0312399 | val_loss: 0.0312364 | Time: 1434.02 ms
[2021-10-07 03:34:09 main:581] : INFO : Epoch 1852 | loss: 0.0312357 | val_loss: 0.031232 | Time: 1442.7 ms
[2021-10-07 03:34:11 main:581] : INFO : Epoch 1853 | loss: 0.0312316 | val_loss: 0.031228 | Time: 1452.03 ms
[2021-10-07 03:34:12 main:581] : INFO : Epoch 1854 | loss: 0.0312273 | val_loss: 0.0312233 | Time: 1453.87 ms
[2021-10-07 03:34:14 main:581] : INFO : Epoch 1855 | loss: 0.0312231 | val_loss: 0.0312189 | Time: 1442.59 ms
[2021-10-07 03:34:15 main:581] : INFO : Epoch 1856 | loss: 0.0312182 | val_loss: 0.0312154 | Time: 1460.12 ms
[2021-10-07 03:34:17 main:581] : INFO : Epoch 1857 | loss: 0.0312138 | val_loss: 0.0312084 | Time: 1472.52 ms
[2021-10-07 03:34:18 main:581] : INFO : Epoch 1858 | loss: 0.0312077 | val_loss: 0.0312029 | Time: 1463.01 ms
[2021-10-07 03:34:20 main:581] : INFO : Epoch 1859 | loss: 0.0312026 | val_loss: 0.0311977 | Time: 1440.44 ms
[2021-10-07 03:34:21 main:581] : INFO : Epoch 1860 | loss: 0.0311973 | val_loss: 0.0311938 | Time: 1454.83 ms
[2021-10-07 03:34:23 main:581] : INFO : Epoch 1861 | loss: 0.031194 | val_loss: 0.0311904 | Time: 1440.55 ms
[2021-10-07 03:34:24 main:581] : INFO : Epoch 1862 | loss: 0.031191 | val_loss: 0.031187 | Time: 1462.7 ms
[2021-10-07 03:34:26 main:581] : INFO : Epoch 1863 | loss: 0.0311876 | val_loss: 0.031184 | Time: 1464.83 ms
[2021-10-07 03:34:27 main:581] : INFO : Epoch 1864 | loss: 0.0311844 | val_loss: 0.0311817 | Time: 1427.65 ms
[2021-10-07 03:34:28 main:581] : INFO : Epoch 1865 | loss: 0.0311824 | val_loss: 0.0311804 | Time: 1453.42 ms
[2021-10-07 03:34:30 main:581] : INFO : Epoch 1866 | loss: 0.0311796 | val_loss: 0.0311767 | Time: 1445.41 ms
[2021-10-07 03:34:31 main:581] : INFO : Epoch 1867 | loss: 0.0311771 | val_loss: 0.0311767 | Time: 1434.52 ms
[2021-10-07 03:34:33 main:581] : INFO : Epoch 1868 | loss: 0.0311764 | val_loss: 0.0311758 | Time: 1445.65 ms
[2021-10-07 03:34:34 main:581] : INFO : Epoch 1869 | loss: 0.0311742 | val_loss: 0.0311714 | Time: 1441.21 ms
[2021-10-07 03:34:36 main:581] : INFO : Epoch 1870 | loss: 0.0311718 | val_loss: 0.0311714 | Time: 1454.91 ms
[2021-10-07 03:34:37 main:581] : INFO : Epoch 1871 | loss: 0.0311696 | val_loss: 0.0311673 | Time: 1466.97 ms
[2021-10-07 03:34:39 main:581] : INFO : Epoch 1872 | loss: 0.031168 | val_loss: 0.0311665 | Time: 1435.85 ms
[2021-10-07 03:34:40 main:581] : INFO : Epoch 1873 | loss: 0.0311681 | val_loss: 0.0311685 | Time: 1451.71 ms
[2021-10-07 03:34:41 main:581] : INFO : Epoch 1874 | loss: 0.0311677 | val_loss: 0.0311645 | Time: 1461.04 ms
[2021-10-07 03:34:43 main:581] : INFO : Epoch 1875 | loss: 0.0311647 | val_loss: 0.031165 | Time: 1436.94 ms
[2021-10-07 03:34:44 main:581] : INFO : Epoch 1876 | loss: 0.0311644 | val_loss: 0.0311631 | Time: 1469.67 ms
[2021-10-07 03:34:46 main:581] : INFO : Epoch 1877 | loss: 0.0311641 | val_loss: 0.031164 | Time: 1442.88 ms
[2021-10-07 03:34:47 main:581] : INFO : Epoch 1878 | loss: 0.0311628 | val_loss: 0.0311624 | Time: 1469.85 ms
[2021-10-07 03:34:49 main:581] : INFO : Epoch 1879 | loss: 0.0311621 | val_loss: 0.0311616 | Time: 1461.64 ms
[2021-10-07 03:34:50 main:581] : INFO : Epoch 1880 | loss: 0.0311612 | val_loss: 0.0311629 | Time: 1460.12 ms
[2021-10-07 03:34:52 main:581] : INFO : Epoch 1881 | loss: 0.0311609 | val_loss: 0.0311603 | Time: 1454.41 ms
[2021-10-07 03:34:53 main:581] : INFO : Epoch 1882 | loss: 0.0311599 | val_loss: 0.0311603 | Time: 1446.44 ms
[2021-10-07 03:34:55 main:581] : INFO : Epoch 1883 | loss: 0.0311599 | val_loss: 0.0311595 | Time: 1457.09 ms
[2021-10-07 03:34:56 main:581] : INFO : Epoch 1884 | loss: 0.0311589 | val_loss: 0.0311592 | Time: 1469.14 ms
[2021-10-07 03:34:57 main:581] : INFO : Epoch 1885 | loss: 0.0311586 | val_loss: 0.0311624 | Time: 1455.82 ms
[2021-10-07 03:34:59 main:581] : INFO : Epoch 1886 | loss: 0.0311597 | val_loss: 0.0311592 | Time: 1457.88 ms
[2021-10-07 03:35:00 main:581] : INFO : Epoch 1887 | loss: 0.0311583 | val_loss: 0.0311589 | Time: 1464 ms
[2021-10-07 03:35:02 main:581] : INFO : Epoch 1888 | loss: 0.0311575 | val_loss: 0.0311586 | Time: 1471.57 ms
[2021-10-07 03:35:03 main:581] : INFO : Epoch 1889 | loss: 0.0311567 | val_loss: 0.0311601 | Time: 1475.17 ms
[2021-10-07 03:35:05 main:581] : INFO : Epoch 1890 | loss: 0.031157 | val_loss: 0.0311584 | Time: 1455.29 ms
[2021-10-07 03:35:06 main:581] : INFO : Epoch 1891 | loss: 0.0311563 | val_loss: 0.031158 | Time: 1444.59 ms
[2021-10-07 03:35:08 main:581] : INFO : Epoch 1892 | loss: 0.0311554 | val_loss: 0.0311585 | Time: 1438.51 ms
[2021-10-07 03:35:09 main:581] : INFO : Epoch 1893 | loss: 0.0311557 | val_loss: 0.0311596 | Time: 1473.24 ms
[2021-10-07 03:35:11 main:581] : INFO : Epoch 1894 | loss: 0.0311554 | val_loss: 0.0311581 | Time: 1426.74 ms
[2021-10-07 03:35:12 main:581] : INFO : Epoch 1895 | loss: 0.0311547 | val_loss: 0.0311592 | Time: 1472.12 ms
[2021-10-07 03:35:13 main:581] : INFO : Epoch 1896 | loss: 0.0311543 | val_loss: 0.0311573 | Time: 1458.12 ms
[2021-10-07 03:35:15 main:581] : INFO : Epoch 1897 | loss: 0.0311549 | val_loss: 0.0311573 | Time: 1470.74 ms
[2021-10-07 03:35:16 main:581] : INFO : Epoch 1898 | loss: 0.031158 | val_loss: 0.0311602 | Time: 1443.67 ms
[2021-10-07 03:35:18 main:581] : INFO : Epoch 1899 | loss: 0.0311543 | val_loss: 0.031155 | Time: 1477.84 ms
[2021-10-07 03:35:19 main:581] : INFO : Epoch 1900 | loss: 0.0311533 | val_loss: 0.0311546 | Time: 1493.9 ms
[2021-10-07 03:35:21 main:581] : INFO : Epoch 1901 | loss: 0.0311535 | val_loss: 0.0311556 | Time: 1481.26 ms
[2021-10-07 03:35:22 main:581] : INFO : Epoch 1902 | loss: 0.0311523 | val_loss: 0.0311558 | Time: 1494.52 ms
[2021-10-07 03:35:24 main:581] : INFO : Epoch 1903 | loss: 0.0311522 | val_loss: 0.0311577 | Time: 1487.76 ms
[2021-10-07 03:35:25 main:581] : INFO : Epoch 1904 | loss: 0.0311509 | val_loss: 0.0311551 | Time: 1470.78 ms
[2021-10-07 03:35:27 main:581] : INFO : Epoch 1905 | loss: 0.0311511 | val_loss: 0.0311572 | Time: 1480.85 ms
[2021-10-07 03:35:28 main:581] : INFO : Epoch 1906 | loss: 0.0311532 | val_loss: 0.0311556 | Time: 1461.09 ms
[2021-10-07 03:35:30 main:581] : INFO : Epoch 1907 | loss: 0.0311513 | val_loss: 0.0311557 | Time: 1488.45 ms
[2021-10-07 03:35:31 main:581] : INFO : Epoch 1908 | loss: 0.0311517 | val_loss: 0.0311599 | Time: 1473.21 ms
[2021-10-07 03:35:33 main:581] : INFO : Epoch 1909 | loss: 0.0311522 | val_loss: 0.0311589 | Time: 1477.26 ms
[2021-10-07 03:35:34 main:581] : INFO : Epoch 1910 | loss: 0.0311519 | val_loss: 0.0311563 | Time: 1445.79 ms
[2021-10-07 03:35:36 main:581] : INFO : Epoch 1911 | loss: 0.0311512 | val_loss: 0.0311582 | Time: 1505.21 ms
[2021-10-07 03:35:37 main:581] : INFO : Epoch 1912 | loss: 0.0311512 | val_loss: 0.0311553 | Time: 1459.55 ms
[2021-10-07 03:35:39 main:581] : INFO : Epoch 1913 | loss: 0.0311504 | val_loss: 0.031155 | Time: 1436.51 ms
[2021-10-07 03:35:40 main:581] : INFO : Epoch 1914 | loss: 0.0311513 | val_loss: 0.0311577 | Time: 1458.81 ms
[2021-10-07 03:35:41 main:581] : INFO : Epoch 1915 | loss: 0.0311512 | val_loss: 0.0311567 | Time: 1461.16 ms
[2021-10-07 03:35:43 main:581] : INFO : Epoch 1916 | loss: 0.0311501 | val_loss: 0.0311566 | Time: 1470.85 ms
[2021-10-07 03:35:44 main:581] : INFO : Epoch 1917 | loss: 0.0311499 | val_loss: 0.0311568 | Time: 1484.33 ms
[2021-10-07 03:35:46 main:581] : INFO : Epoch 1918 | loss: 0.0311498 | val_loss: 0.0311606 | Time: 1472.54 ms
[2021-10-07 03:35:47 main:581] : INFO : Epoch 1919 | loss: 0.0311493 | val_loss: 0.0311553 | Time: 1453.21 ms
[2021-10-07 03:35:49 main:581] : INFO : Epoch 1920 | loss: 0.0311495 | val_loss: 0.0311631 | Time: 1462.31 ms
[2021-10-07 03:35:50 main:581] : INFO : Epoch 1921 | loss: 0.0311539 | val_loss: 0.0311578 | Time: 1455.65 ms
[2021-10-07 03:35:52 main:581] : INFO : Epoch 1922 | loss: 0.0311519 | val_loss: 0.0311544 | Time: 1461.57 ms
[2021-10-07 03:35:53 main:581] : INFO : Epoch 1923 | loss: 0.0311496 | val_loss: 0.0311543 | Time: 1471.86 ms
[2021-10-07 03:35:55 main:581] : INFO : Epoch 1924 | loss: 0.0311478 | val_loss: 0.0311568 | Time: 1474.66 ms
[2021-10-07 03:35:56 main:581] : INFO : Epoch 1925 | loss: 0.0311484 | val_loss: 0.031156 | Time: 1461.59 ms
[2021-10-07 03:35:58 main:581] : INFO : Epoch 1926 | loss: 0.031147 | val_loss: 0.0311556 | Time: 1467.82 ms
[2021-10-07 03:35:59 main:581] : INFO : Epoch 1927 | loss: 0.0311467 | val_loss: 0.031153 | Time: 1456.14 ms
[2021-10-07 03:36:01 main:581] : INFO : Epoch 1928 | loss: 0.0311467 | val_loss: 0.0311547 | Time: 1455.81 ms
[2021-10-07 03:36:02 main:581] : INFO : Epoch 1929 | loss: 0.031147 | val_loss: 0.031159 | Time: 1447.08 ms
[2021-10-07 03:36:03 main:581] : INFO : Epoch 1930 | loss: 0.0311489 | val_loss: 0.0311605 | Time: 1471.97 ms
[2021-10-07 03:36:05 main:581] : INFO : Epoch 1931 | loss: 0.0311492 | val_loss: 0.0311577 | Time: 1458.11 ms
[2021-10-07 03:36:06 main:581] : INFO : Epoch 1932 | loss: 0.0311462 | val_loss: 0.0311545 | Time: 1449.75 ms
[2021-10-07 03:36:08 main:581] : INFO : Epoch 1933 | loss: 0.0311452 | val_loss: 0.0311538 | Time: 1451.77 ms
[2021-10-07 03:36:09 main:581] : INFO : Epoch 1934 | loss: 0.0311448 | val_loss: 0.0311584 | Time: 1451.06 ms
[2021-10-07 03:36:11 main:581] : INFO : Epoch 1935 | loss: 0.0311493 | val_loss: 0.0311587 | Time: 1477.73 ms
[2021-10-07 03:36:12 main:581] : INFO : Epoch 1936 | loss: 0.0311476 | val_loss: 0.0311533 | Time: 1458.54 ms
[2021-10-07 03:36:14 main:581] : INFO : Epoch 1937 | loss: 0.0311471 | val_loss: 0.0311555 | Time: 1470.06 ms
[2021-10-07 03:36:15 main:581] : INFO : Epoch 1938 | loss: 0.0311472 | val_loss: 0.0311552 | Time: 1463.39 ms
[2021-10-07 03:36:17 main:581] : INFO : Epoch 1939 | loss: 0.0311456 | val_loss: 0.0311542 | Time: 1465.54 ms
[2021-10-07 03:36:18 main:581] : INFO : Epoch 1940 | loss: 0.0311475 | val_loss: 0.0311618 | Time: 1457.25 ms
[2021-10-07 03:36:19 main:581] : INFO : Epoch 1941 | loss: 0.0311472 | val_loss: 0.0311537 | Time: 1448.99 ms
[2021-10-07 03:36:21 main:581] : INFO : Epoch 1942 | loss: 0.0311443 | val_loss: 0.0311559 | Time: 1461.38 ms
[2021-10-07 03:36:22 main:581] : INFO : Epoch 1943 | loss: 0.0311446 | val_loss: 0.031155 | Time: 1423.54 ms
[2021-10-07 03:36:24 main:581] : INFO : Epoch 1944 | loss: 0.0311441 | val_loss: 0.0311596 | Time: 1478.53 ms
[2021-10-07 03:36:25 main:581] : INFO : Epoch 1945 | loss: 0.0311476 | val_loss: 0.0311538 | Time: 1442.93 ms
[2021-10-07 03:36:27 main:581] : INFO : Epoch 1946 | loss: 0.0311472 | val_loss: 0.0311571 | Time: 1474.04 ms
[2021-10-07 03:36:28 main:581] : INFO : Epoch 1947 | loss: 0.0311483 | val_loss: 0.0311548 | Time: 1447.63 ms
[2021-10-07 03:36:30 main:581] : INFO : Epoch 1948 | loss: 0.0311489 | val_loss: 0.0311577 | Time: 1435.53 ms
[2021-10-07 03:36:31 main:581] : INFO : Epoch 1949 | loss: 0.0311502 | val_loss: 0.0311524 | Time: 1438.16 ms
[2021-10-07 03:36:33 main:581] : INFO : Epoch 1950 | loss: 0.0311484 | val_loss: 0.0311533 | Time: 1431.29 ms
[2021-10-07 03:36:34 main:581] : INFO : Epoch 1951 | loss: 0.0311451 | val_loss: 0.0311511 | Time: 1473.29 ms
[2021-10-07 03:36:35 main:581] : INFO : Epoch 1952 | loss: 0.0311458 | val_loss: 0.0311538 | Time: 1443.47 ms
[2021-10-07 03:36:37 main:581] : INFO : Epoch 1953 | loss: 0.0311461 | val_loss: 0.0311531 | Time: 1481.04 ms
[2021-10-07 03:36:38 main:581] : INFO : Epoch 1954 | loss: 0.0311476 | val_loss: 0.0311517 | Time: 1467.21 ms
[2021-10-07 03:36:40 main:581] : INFO : Epoch 1955 | loss: 0.0311466 | val_loss: 0.0311549 | Time: 1541.06 ms
[2021-10-07 03:36:41 main:581] : INFO : Epoch 1956 | loss: 0.0311474 | val_loss: 0.031154 | Time: 1463.78 ms
[2021-10-07 03:36:43 main:581] : INFO : Epoch 1957 | loss: 0.0311515 | val_loss: 0.0311643 | Time: 1490.32 ms
[2021-10-07 03:36:44 main:581] : INFO : Epoch 1958 | loss: 0.0311532 | val_loss: 0.0311574 | Time: 1571.06 ms
[2021-10-07 03:36:46 main:581] : INFO : Epoch 1959 | loss: 0.0311501 | val_loss: 0.0311589 | Time: 1467.98 ms
[2021-10-07 03:36:47 main:581] : INFO : Epoch 1960 | loss: 0.0311506 | val_loss: 0.0311545 | Time: 1477.47 ms
[2021-10-07 03:36:49 main:581] : INFO : Epoch 1961 | loss: 0.0311488 | val_loss: 0.03116 | Time: 1454.29 ms
[2021-10-07 03:36:50 main:581] : INFO : Epoch 1962 | loss: 0.0311488 | val_loss: 0.0311529 | Time: 1471.17 ms
[2021-10-07 03:36:52 main:581] : INFO : Epoch 1963 | loss: 0.0311478 | val_loss: 0.0311541 | Time: 1496.61 ms
[2021-10-07 03:36:53 main:581] : INFO : Epoch 1964 | loss: 0.0311485 | val_loss: 0.0311547 | Time: 1479.21 ms
[2021-10-07 03:36:55 main:581] : INFO : Epoch 1965 | loss: 0.031149 | val_loss: 0.031159 | Time: 1515.76 ms
[2021-10-07 03:36:56 main:581] : INFO : Epoch 1966 | loss: 0.0311477 | val_loss: 0.0311555 | Time: 1495.27 ms
[2021-10-07 03:36:58 main:581] : INFO : Epoch 1967 | loss: 0.0311472 | val_loss: 0.031155 | Time: 1449.83 ms
[2021-10-07 03:36:59 main:581] : INFO : Epoch 1968 | loss: 0.0311466 | val_loss: 0.0311569 | Time: 1444.27 ms
[2021-10-07 03:37:01 main:581] : INFO : Epoch 1969 | loss: 0.0311456 | val_loss: 0.0311562 | Time: 1445.83 ms
[2021-10-07 03:37:02 main:581] : INFO : Epoch 1970 | loss: 0.0311436 | val_loss: 0.0311558 | Time: 1458.71 ms
[2021-10-07 03:37:04 main:581] : INFO : Epoch 1971 | loss: 0.031145 | val_loss: 0.0311577 | Time: 1469.09 ms
[2021-10-07 03:37:05 main:581] : INFO : Epoch 1972 | loss: 0.0311435 | val_loss: 0.0311571 | Time: 1484.37 ms
[2021-10-07 03:37:07 main:581] : INFO : Epoch 1973 | loss: 0.0311476 | val_loss: 0.0311545 | Time: 1480.45 ms
[2021-10-07 03:37:08 main:581] : INFO : Epoch 1974 | loss: 0.0311469 | val_loss: 0.0311582 | Time: 1457.62 ms
[2021-10-07 03:37:09 main:581] : INFO : Epoch 1975 | loss: 0.0311472 | val_loss: 0.031156 | Time: 1450.13 ms
[2021-10-07 03:37:11 main:581] : INFO : Epoch 1976 | loss: 0.0311445 | val_loss: 0.0311541 | Time: 1488.3 ms
[2021-10-07 03:37:12 main:581] : INFO : Epoch 1977 | loss: 0.0311455 | val_loss: 0.0311538 | Time: 1477.52 ms
[2021-10-07 03:37:14 main:581] : INFO : Epoch 1978 | loss: 0.0311454 | val_loss: 0.0311579 | Time: 1476.62 ms
[2021-10-07 03:37:15 main:581] : INFO : Epoch 1979 | loss: 0.0311434 | val_loss: 0.031154 | Time: 1437.7 ms
[2021-10-07 03:37:17 main:581] : INFO : Epoch 1980 | loss: 0.0311447 | val_loss: 0.0311539 | Time: 1483.72 ms
[2021-10-07 03:37:18 main:581] : INFO : Epoch 1981 | loss: 0.0311443 | val_loss: 0.0311531 | Time: 1469.28 ms
[2021-10-07 03:37:20 main:581] : INFO : Epoch 1982 | loss: 0.0311471 | val_loss: 0.0311506 | Time: 1460.28 ms
[2021-10-07 03:37:21 main:581] : INFO : Epoch 1983 | loss: 0.0311457 | val_loss: 0.0311507 | Time: 1461.95 ms
[2021-10-07 03:37:23 main:581] : INFO : Epoch 1984 | loss: 0.0311455 | val_loss: 0.0311512 | Time: 1468.46 ms
[2021-10-07 03:37:24 main:581] : INFO : Epoch 1985 | loss: 0.031144 | val_loss: 0.0311529 | Time: 1461.55 ms
[2021-10-07 03:37:26 main:581] : INFO : Epoch 1986 | loss: 0.0311452 | val_loss: 0.0311555 | Time: 1473.87 ms
[2021-10-07 03:37:27 main:581] : INFO : Epoch 1987 | loss: 0.0311452 | val_loss: 0.0311565 | Time: 1474.42 ms
[2021-10-07 03:37:29 main:581] : INFO : Epoch 1988 | loss: 0.0311452 | val_loss: 0.0311552 | Time: 1475.7 ms
[2021-10-07 03:37:30 main:581] : INFO : Epoch 1989 | loss: 0.031144 | val_loss: 0.0311545 | Time: 1478.83 ms
[2021-10-07 03:37:32 main:581] : INFO : Epoch 1990 | loss: 0.0311442 | val_loss: 0.0311545 | Time: 1456.71 ms
[2021-10-07 03:37:33 main:581] : INFO : Epoch 1991 | loss: 0.0311442 | val_loss: 0.0311496 | Time: 1438.77 ms
[2021-10-07 03:37:34 main:581] : INFO : Epoch 1992 | loss: 0.0311437 | val_loss: 0.0311511 | Time: 1454.05 ms
[2021-10-07 03:37:36 main:581] : INFO : Epoch 1993 | loss: 0.0311464 | val_loss: 0.0311497 | Time: 1447.49 ms
[2021-10-07 03:37:37 main:581] : INFO : Epoch 1994 | loss: 0.0311496 | val_loss: 0.0311527 | Time: 1467.23 ms
[2021-10-07 03:37:39 main:581] : INFO : Epoch 1995 | loss: 0.0311469 | val_loss: 0.0311529 | Time: 1462.89 ms
[2021-10-07 03:37:40 main:581] : INFO : Epoch 1996 | loss: 0.031147 | val_loss: 0.0311537 | Time: 1469.81 ms
[2021-10-07 03:37:42 main:581] : INFO : Epoch 1997 | loss: 0.0311473 | val_loss: 0.0311523 | Time: 1490.49 ms
[2021-10-07 03:37:43 main:581] : INFO : Epoch 1998 | loss: 0.0311456 | val_loss: 0.0311534 | Time: 1475.21 ms
[2021-10-07 03:37:45 main:581] : INFO : Epoch 1999 | loss: 0.0311458 | val_loss: 0.0311564 | Time: 1457 ms
[2021-10-07 03:37:46 main:581] : INFO : Epoch 2000 | loss: 0.0311481 | val_loss: 0.0311525 | Time: 1474.9 ms
[2021-10-07 03:37:48 main:581] : INFO : Epoch 2001 | loss: 0.0311478 | val_loss: 0.0311515 | Time: 1476.88 ms
[2021-10-07 03:37:49 main:581] : INFO : Epoch 2002 | loss: 0.0311467 | val_loss: 0.0311543 | Time: 1469.25 ms
[2021-10-07 03:37:51 main:581] : INFO : Epoch 2003 | loss: 0.0311463 | val_loss: 0.0311487 | Time: 1469.91 ms
[2021-10-07 03:37:52 main:581] : INFO : Epoch 2004 | loss: 0.0311483 | val_loss: 0.0311516 | Time: 1476.31 ms
[2021-10-07 03:37:54 main:581] : INFO : Epoch 2005 | loss: 0.0311476 | val_loss: 0.0311511 | Time: 1460.19 ms
[2021-10-07 03:37:55 main:581] : INFO : Epoch 2006 | loss: 0.0311449 | val_loss: 0.0311511 | Time: 1453.59 ms
[2021-10-07 03:37:56 main:581] : INFO : Epoch 2007 | loss: 0.0311452 | val_loss: 0.0311508 | Time: 1479.74 ms
[2021-10-07 03:37:58 main:581] : INFO : Epoch 2008 | loss: 0.0311468 | val_loss: 0.0311564 | Time: 1459.48 ms
[2021-10-07 03:37:59 main:581] : INFO : Epoch 2009 | loss: 0.0311511 | val_loss: 0.0311549 | Time: 1464.57 ms
[2021-10-07 03:38:01 main:581] : INFO : Epoch 2010 | loss: 0.0311509 | val_loss: 0.0311556 | Time: 1448.58 ms
[2021-10-07 03:38:02 main:581] : INFO : Epoch 2011 | loss: 0.0311491 | val_loss: 0.0311549 | Time: 1451.16 ms
[2021-10-07 03:38:04 main:581] : INFO : Epoch 2012 | loss: 0.0311482 | val_loss: 0.0311543 | Time: 1459.2 ms
[2021-10-07 03:38:05 main:581] : INFO : Epoch 2013 | loss: 0.0311467 | val_loss: 0.0311531 | Time: 1451.51 ms
[2021-10-07 03:38:07 main:581] : INFO : Epoch 2014 | loss: 0.0311465 | val_loss: 0.031154 | Time: 1458.12 ms
[2021-10-07 03:38:08 main:581] : INFO : Epoch 2015 | loss: 0.0311482 | val_loss: 0.0311573 | Time: 1463.26 ms
[2021-10-07 03:38:10 main:581] : INFO : Epoch 2016 | loss: 0.031147 | val_loss: 0.0311559 | Time: 1472.18 ms
[2021-10-07 03:38:11 main:581] : INFO : Epoch 2017 | loss: 0.0311454 | val_loss: 0.0311524 | Time: 1458.42 ms
[2021-10-07 03:38:13 main:581] : INFO : Epoch 2018 | loss: 0.0311466 | val_loss: 0.0311595 | Time: 1478.79 ms
[2021-10-07 03:38:14 main:581] : INFO : Epoch 2019 | loss: 0.0311487 | val_loss: 0.0311583 | Time: 1473.38 ms
[2021-10-07 03:38:15 main:581] : INFO : Epoch 2020 | loss: 0.0311463 | val_loss: 0.0311542 | Time: 1470.24 ms
[2021-10-07 03:38:17 main:581] : INFO : Epoch 2021 | loss: 0.0311438 | val_loss: 0.031151 | Time: 1453.26 ms
[2021-10-07 03:38:18 main:581] : INFO : Epoch 2022 | loss: 0.0311426 | val_loss: 0.0311515 | Time: 1464.18 ms
[2021-10-07 03:38:20 main:581] : INFO : Epoch 2023 | loss: 0.0311423 | val_loss: 0.0311525 | Time: 1469.84 ms
[2021-10-07 03:38:21 main:581] : INFO : Epoch 2024 | loss: 0.0311439 | val_loss: 0.0311524 | Time: 1463.37 ms
[2021-10-07 03:38:23 main:581] : INFO : Epoch 2025 | loss: 0.0311481 | val_loss: 0.0311526 | Time: 1466.54 ms
[2021-10-07 03:38:24 main:581] : INFO : Epoch 2026 | loss: 0.031144 | val_loss: 0.0311507 | Time: 1448.38 ms
[2021-10-07 03:38:26 main:581] : INFO : Epoch 2027 | loss: 0.0311461 | val_loss: 0.0311566 | Time: 1465.29 ms
[2021-10-07 03:38:27 main:581] : INFO : Epoch 2028 | loss: 0.0311473 | val_loss: 0.0311519 | Time: 1473.75 ms
[2021-10-07 03:38:29 main:581] : INFO : Epoch 2029 | loss: 0.0311428 | val_loss: 0.0311567 | Time: 1466.3 ms
[2021-10-07 03:38:30 main:581] : INFO : Epoch 2030 | loss: 0.031144 | val_loss: 0.0311546 | Time: 1451.48 ms
[2021-10-07 03:38:32 main:581] : INFO : Epoch 2031 | loss: 0.0311426 | val_loss: 0.0311541 | Time: 1458.86 ms
[2021-10-07 03:38:33 main:581] : INFO : Epoch 2032 | loss: 0.0311451 | val_loss: 0.0311485 | Time: 1462.93 ms
[2021-10-07 03:38:34 main:581] : INFO : Epoch 2033 | loss: 0.0311433 | val_loss: 0.03115 | Time: 1450.27 ms
[2021-10-07 03:38:36 main:581] : INFO : Epoch 2034 | loss: 0.031145 | val_loss: 0.0311466 | Time: 1440.59 ms
[2021-10-07 03:38:37 main:581] : INFO : Epoch 2035 | loss: 0.0311448 | val_loss: 0.0311498 | Time: 1458.26 ms
[2021-10-07 03:38:39 main:581] : INFO : Epoch 2036 | loss: 0.0311491 | val_loss: 0.0311584 | Time: 1463.54 ms
[2021-10-07 03:38:40 main:581] : INFO : Epoch 2037 | loss: 0.0311523 | val_loss: 0.0311721 | Time: 1464.08 ms
[2021-10-07 03:38:42 main:581] : INFO : Epoch 2038 | loss: 0.031147 | val_loss: 0.0311505 | Time: 1468.25 ms
[2021-10-07 03:38:43 main:581] : INFO : Epoch 2039 | loss: 0.031142 | val_loss: 0.0311515 | Time: 1480.87 ms
[2021-10-07 03:38:45 main:581] : INFO : Epoch 2040 | loss: 0.0311426 | val_loss: 0.0311512 | Time: 1438.86 ms
[2021-10-07 03:38:46 main:581] : INFO : Epoch 2041 | loss: 0.0311416 | val_loss: 0.0311577 | Time: 1461.31 ms
[2021-10-07 03:38:48 main:581] : INFO : Epoch 2042 | loss: 0.0311424 | val_loss: 0.031151 | Time: 1476.95 ms
[2021-10-07 03:38:49 main:581] : INFO : Epoch 2043 | loss: 0.0311416 | val_loss: 0.0311506 | Time: 1469.53 ms
[2021-10-07 03:38:51 main:581] : INFO : Epoch 2044 | loss: 0.0311415 | val_loss: 0.0311514 | Time: 1464.76 ms
[2021-10-07 03:38:52 main:581] : INFO : Epoch 2045 | loss: 0.0311437 | val_loss: 0.0311612 | Time: 1445.55 ms
[2021-10-07 03:38:53 main:581] : INFO : Epoch 2046 | loss: 0.0311452 | val_loss: 0.0311606 | Time: 1438.9 ms
[2021-10-07 03:38:55 main:581] : INFO : Epoch 2047 | loss: 0.0311432 | val_loss: 0.031151 | Time: 1448.86 ms
[2021-10-07 03:38:56 main:581] : INFO : Epoch 2048 | loss: 0.0311486 | val_loss: 0.0311515 | Time: 1579.82 ms
[2021-10-07 03:38:56 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311515
[2021-10-07 03:38:56 main:610] : INFO : Saving end state to config to file
[2021-10-07 03:38:56 main:615] : INFO : Success, exiting..
03:38:56 (556630): 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)