Task 7668845
| Name | ParityModified-1631730849-13210-3_0 |
| Workunit | 5318018 |
| Created | 28 Sep 2021, 6:55:44 UTC |
| Sent | 6 Oct 2021, 18:22:11 UTC |
| Report deadline | 13 Oct 2021, 18:22:11 UTC |
| Received | 7 Oct 2021, 8:28:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 49 min 34 sec |
| CPU time | 49 min 30 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: 0.0311817 | val_loss: 0.031182 | Time: 1450.56 ms
[2021-10-07 04:16:15 main:581] : INFO : Epoch 1539 | loss: 0.03118 | val_loss: 0.03118 | Time: 1465.09 ms
[2021-10-07 04:16:17 main:581] : INFO : Epoch 1540 | loss: 0.0311802 | val_loss: 0.0311834 | Time: 1467.32 ms
[2021-10-07 04:16:18 main:581] : INFO : Epoch 1541 | loss: 0.0311804 | val_loss: 0.031182 | Time: 1457.71 ms
[2021-10-07 04:16:20 main:581] : INFO : Epoch 1542 | loss: 0.0311807 | val_loss: 0.0311803 | Time: 1455.98 ms
[2021-10-07 04:16:21 main:581] : INFO : Epoch 1543 | loss: 0.0311792 | val_loss: 0.0311803 | Time: 1459.12 ms
[2021-10-07 04:16:23 main:581] : INFO : Epoch 1544 | loss: 0.0311864 | val_loss: 0.0311804 | Time: 1460.23 ms
[2021-10-07 04:16:24 main:581] : INFO : Epoch 1545 | loss: 0.031183 | val_loss: 0.0311795 | Time: 1448.22 ms
[2021-10-07 04:16:26 main:581] : INFO : Epoch 1546 | loss: 0.0311815 | val_loss: 0.0311802 | Time: 1446.14 ms
[2021-10-07 04:16:27 main:581] : INFO : Epoch 1547 | loss: 0.0311797 | val_loss: 0.0311795 | Time: 1467.56 ms
[2021-10-07 04:16:28 main:581] : INFO : Epoch 1548 | loss: 0.0311805 | val_loss: 0.0311936 | Time: 1451.85 ms
[2021-10-07 04:16:30 main:581] : INFO : Epoch 1549 | loss: 0.0311813 | val_loss: 0.0311852 | Time: 1455.27 ms
[2021-10-07 04:16:31 main:581] : INFO : Epoch 1550 | loss: 0.0311821 | val_loss: 0.0311865 | Time: 1457.98 ms
[2021-10-07 04:16:33 main:581] : INFO : Epoch 1551 | loss: 0.0311827 | val_loss: 0.0311819 | Time: 1450.54 ms
[2021-10-07 04:16:34 main:581] : INFO : Epoch 1552 | loss: 0.0311805 | val_loss: 0.0311798 | Time: 1515.27 ms
[2021-10-07 04:16:36 main:581] : INFO : Epoch 1553 | loss: 0.0311809 | val_loss: 0.0311803 | Time: 1570.53 ms
[2021-10-07 04:16:37 main:581] : INFO : Epoch 1554 | loss: 0.0311806 | val_loss: 0.0311808 | Time: 1446.41 ms
[2021-10-07 04:16:39 main:581] : INFO : Epoch 1555 | loss: 0.0311806 | val_loss: 0.0311799 | Time: 1449.89 ms
[2021-10-07 04:16:40 main:581] : INFO : Epoch 1556 | loss: 0.0311809 | val_loss: 0.0311791 | Time: 1461.26 ms
[2021-10-07 04:16:42 main:581] : INFO : Epoch 1557 | loss: 0.0311805 | val_loss: 0.0311795 | Time: 1445.2 ms
[2021-10-07 04:16:43 main:581] : INFO : Epoch 1558 | loss: 0.0311804 | val_loss: 0.031181 | Time: 1448.27 ms
[2021-10-07 04:16:45 main:581] : INFO : Epoch 1559 | loss: 0.0311814 | val_loss: 0.0311876 | Time: 1449.41 ms
[2021-10-07 04:16:46 main:581] : INFO : Epoch 1560 | loss: 0.031183 | val_loss: 0.0311825 | Time: 1455.29 ms
[2021-10-07 04:16:48 main:581] : INFO : Epoch 1561 | loss: 0.0311806 | val_loss: 0.0311802 | Time: 1445.52 ms
[2021-10-07 04:16:49 main:581] : INFO : Epoch 1562 | loss: 0.0311813 | val_loss: 0.0311787 | Time: 1445.43 ms
[2021-10-07 04:16:50 main:581] : INFO : Epoch 1563 | loss: 0.031181 | val_loss: 0.0311794 | Time: 1453.62 ms
[2021-10-07 04:16:52 main:581] : INFO : Epoch 1564 | loss: 0.0311824 | val_loss: 0.0311792 | Time: 1473.8 ms
[2021-10-07 04:16:53 main:581] : INFO : Epoch 1565 | loss: 0.0311811 | val_loss: 0.0311797 | Time: 1457.7 ms
[2021-10-07 04:16:55 main:581] : INFO : Epoch 1566 | loss: 0.0311806 | val_loss: 0.0311801 | Time: 1451.12 ms
[2021-10-07 04:16:56 main:581] : INFO : Epoch 1567 | loss: 0.0311804 | val_loss: 0.0311799 | Time: 1448.33 ms
[2021-10-07 04:16:58 main:581] : INFO : Epoch 1568 | loss: 0.0311829 | val_loss: 0.0311798 | Time: 1440.44 ms
[2021-10-07 04:16:59 main:581] : INFO : Epoch 1569 | loss: 0.031182 | val_loss: 0.0311819 | Time: 1415.43 ms
[2021-10-07 04:17:01 main:581] : INFO : Epoch 1570 | loss: 0.031184 | val_loss: 0.031183 | Time: 1438.53 ms
[2021-10-07 04:17:02 main:581] : INFO : Epoch 1571 | loss: 0.0311827 | val_loss: 0.0311794 | Time: 1432.27 ms
[2021-10-07 04:17:03 main:581] : INFO : Epoch 1572 | loss: 0.0311811 | val_loss: 0.0311807 | Time: 1443.36 ms
[2021-10-07 04:17:05 main:581] : INFO : Epoch 1573 | loss: 0.0311827 | val_loss: 0.0311817 | Time: 1432.56 ms
[2021-10-07 04:17:06 main:581] : INFO : Epoch 1574 | loss: 0.031183 | val_loss: 0.0311804 | Time: 1433.49 ms
[2021-10-07 04:17:08 main:581] : INFO : Epoch 1575 | loss: 0.0311816 | val_loss: 0.0311827 | Time: 1433.41 ms
[2021-10-07 04:17:09 main:581] : INFO : Epoch 1576 | loss: 0.0311813 | val_loss: 0.0311794 | Time: 1445.58 ms
[2021-10-07 04:17:11 main:581] : INFO : Epoch 1577 | loss: 0.0311809 | val_loss: 0.0311799 | Time: 1450.69 ms
[2021-10-07 04:17:12 main:581] : INFO : Epoch 1578 | loss: 0.0311807 | val_loss: 0.0311819 | Time: 1452.67 ms
[2021-10-07 04:17:14 main:581] : INFO : Epoch 1579 | loss: 0.0311813 | val_loss: 0.0311802 | Time: 1445.77 ms
[2021-10-07 04:17:15 main:581] : INFO : Epoch 1580 | loss: 0.0311813 | val_loss: 0.0311807 | Time: 1468.43 ms
[2021-10-07 04:17:16 main:581] : INFO : Epoch 1581 | loss: 0.031184 | val_loss: 0.031182 | Time: 1469.1 ms
[2021-10-07 04:17:18 main:581] : INFO : Epoch 1582 | loss: 0.0311817 | val_loss: 0.0311814 | Time: 1450.64 ms
[2021-10-07 04:17:19 main:581] : INFO : Epoch 1583 | loss: 0.0311834 | val_loss: 0.0311875 | Time: 1438.67 ms
[2021-10-07 04:17:21 main:581] : INFO : Epoch 1584 | loss: 0.0311863 | val_loss: 0.0311811 | Time: 1449.05 ms
[2021-10-07 04:17:22 main:581] : INFO : Epoch 1585 | loss: 0.031182 | val_loss: 0.0311801 | Time: 1433.25 ms
[2021-10-07 04:17:24 main:581] : INFO : Epoch 1586 | loss: 0.0311826 | val_loss: 0.0311807 | Time: 1425.44 ms
[2021-10-07 04:17:25 main:581] : INFO : Epoch 1587 | loss: 0.0311832 | val_loss: 0.0311816 | Time: 1475.49 ms
[2021-10-07 04:17:27 main:581] : INFO : Epoch 1588 | loss: 0.0311808 | val_loss: 0.0311848 | Time: 1453.2 ms
[2021-10-07 04:17:28 main:581] : INFO : Epoch 1589 | loss: 0.0311848 | val_loss: 0.0311833 | Time: 1516.86 ms
[2021-10-07 04:17:30 main:581] : INFO : Epoch 1590 | loss: 0.0311808 | val_loss: 0.0311796 | Time: 1470.86 ms
[2021-10-07 04:17:31 main:581] : INFO : Epoch 1591 | loss: 0.0311802 | val_loss: 0.0311792 | Time: 1442.08 ms
[2021-10-07 04:17:32 main:581] : INFO : Epoch 1592 | loss: 0.0311795 | val_loss: 0.03118 | Time: 1450.72 ms
[2021-10-07 04:17:34 main:581] : INFO : Epoch 1593 | loss: 0.0311822 | val_loss: 0.0311805 | Time: 1452.03 ms
[2021-10-07 04:17:35 main:581] : INFO : Epoch 1594 | loss: 0.0311806 | val_loss: 0.0311802 | Time: 1454.24 ms
[2021-10-07 04:17:37 main:581] : INFO : Epoch 1595 | loss: 0.0311806 | val_loss: 0.0311816 | Time: 1454.61 ms
[2021-10-07 04:17:38 main:581] : INFO : Epoch 1596 | loss: 0.0311807 | val_loss: 0.0311817 | Time: 1465.67 ms
[2021-10-07 04:17:40 main:581] : INFO : Epoch 1597 | loss: 0.0311812 | val_loss: 0.0311821 | Time: 1457.02 ms
[2021-10-07 04:17:41 main:581] : INFO : Epoch 1598 | loss: 0.0311818 | val_loss: 0.0311801 | Time: 1452.08 ms
[2021-10-07 04:17:43 main:581] : INFO : Epoch 1599 | loss: 0.0311817 | val_loss: 0.0311856 | Time: 1451.78 ms
[2021-10-07 04:17:44 main:581] : INFO : Epoch 1600 | loss: 0.0311847 | val_loss: 0.0311907 | Time: 1454.12 ms
[2021-10-07 04:17:46 main:581] : INFO : Epoch 1601 | loss: 0.0311867 | val_loss: 0.0311784 | Time: 1452.61 ms
[2021-10-07 04:17:47 main:581] : INFO : Epoch 1602 | loss: 0.031187 | val_loss: 0.0311807 | Time: 1459.38 ms
[2021-10-07 04:17:49 main:581] : INFO : Epoch 1603 | loss: 0.0311827 | val_loss: 0.0311824 | Time: 1515.79 ms
[2021-10-07 04:17:50 main:581] : INFO : Epoch 1604 | loss: 0.0311859 | val_loss: 0.0311818 | Time: 1433.42 ms
[2021-10-07 04:17:51 main:581] : INFO : Epoch 1605 | loss: 0.0311875 | val_loss: 0.0311848 | Time: 1464.68 ms
[2021-10-07 04:17:53 main:581] : INFO : Epoch 1606 | loss: 0.0311866 | val_loss: 0.031182 | Time: 1437.95 ms
[2021-10-07 04:17:54 main:581] : INFO : Epoch 1607 | loss: 0.0311844 | val_loss: 0.0311806 | Time: 1442.97 ms
[2021-10-07 04:17:56 main:581] : INFO : Epoch 1608 | loss: 0.0311847 | val_loss: 0.03118 | Time: 1428.78 ms
[2021-10-07 04:17:57 main:581] : INFO : Epoch 1609 | loss: 0.0311842 | val_loss: 0.0311804 | Time: 1436.89 ms
[2021-10-07 04:17:59 main:581] : INFO : Epoch 1610 | loss: 0.0311845 | val_loss: 0.0311802 | Time: 1440.84 ms
[2021-10-07 04:18:00 main:581] : INFO : Epoch 1611 | loss: 0.0311842 | val_loss: 0.0311801 | Time: 1455.3 ms
[2021-10-07 04:18:01 main:581] : INFO : Epoch 1612 | loss: 0.0311844 | val_loss: 0.0311814 | Time: 1433.41 ms
[2021-10-07 04:18:03 main:581] : INFO : Epoch 1613 | loss: 0.0311832 | val_loss: 0.0311807 | Time: 1448.79 ms
[2021-10-07 04:18:04 main:581] : INFO : Epoch 1614 | loss: 0.0311838 | val_loss: 0.0311805 | Time: 1461.76 ms
[2021-10-07 04:18:06 main:581] : INFO : Epoch 1615 | loss: 0.0311847 | val_loss: 0.0311798 | Time: 1443.28 ms
[2021-10-07 04:18:07 main:581] : INFO : Epoch 1616 | loss: 0.031183 | val_loss: 0.0311796 | Time: 1485.23 ms
[2021-10-07 04:18:09 main:581] : INFO : Epoch 1617 | loss: 0.0311839 | val_loss: 0.0311792 | Time: 1479.91 ms
[2021-10-07 04:18:10 main:581] : INFO : Epoch 1618 | loss: 0.031183 | val_loss: 0.0311801 | Time: 1448.53 ms
[2021-10-07 04:18:12 main:581] : INFO : Epoch 1619 | loss: 0.0311827 | val_loss: 0.0311786 | Time: 1434.67 ms
[2021-10-07 04:18:13 main:581] : INFO : Epoch 1620 | loss: 0.0311833 | val_loss: 0.0311791 | Time: 1439.19 ms
[2021-10-07 04:18:15 main:581] : INFO : Epoch 1621 | loss: 0.0311834 | val_loss: 0.0311802 | Time: 1431.64 ms
[2021-10-07 04:18:16 main:581] : INFO : Epoch 1622 | loss: 0.0311823 | val_loss: 0.0311793 | Time: 1407.43 ms
[2021-10-07 04:18:17 main:581] : INFO : Epoch 1623 | loss: 0.0311824 | val_loss: 0.0311799 | Time: 1432.89 ms
[2021-10-07 04:18:19 main:581] : INFO : Epoch 1624 | loss: 0.031183 | val_loss: 0.0311816 | Time: 1436.36 ms
[2021-10-07 04:18:20 main:581] : INFO : Epoch 1625 | loss: 0.031184 | val_loss: 0.0311835 | Time: 1457.08 ms
[2021-10-07 04:18:22 main:581] : INFO : Epoch 1626 | loss: 0.031183 | val_loss: 0.0311804 | Time: 1444.56 ms
[2021-10-07 04:18:23 main:581] : INFO : Epoch 1627 | loss: 0.0311818 | val_loss: 0.0311794 | Time: 1442.58 ms
[2021-10-07 04:18:25 main:581] : INFO : Epoch 1628 | loss: 0.0311814 | val_loss: 0.0311783 | Time: 1457.3 ms
[2021-10-07 04:18:26 main:581] : INFO : Epoch 1629 | loss: 0.0311824 | val_loss: 0.0311792 | Time: 1458.01 ms
[2021-10-07 04:18:28 main:581] : INFO : Epoch 1630 | loss: 0.0311827 | val_loss: 0.0311793 | Time: 1452.27 ms
[2021-10-07 04:18:29 main:581] : INFO : Epoch 1631 | loss: 0.0311812 | val_loss: 0.0311785 | Time: 1462.53 ms
[2021-10-07 04:18:30 main:581] : INFO : Epoch 1632 | loss: 0.0311832 | val_loss: 0.0311793 | Time: 1442.88 ms
[2021-10-07 04:18:32 main:581] : INFO : Epoch 1633 | loss: 0.0311831 | val_loss: 0.0311846 | Time: 1427.35 ms
[2021-10-07 04:18:33 main:581] : INFO : Epoch 1634 | loss: 0.0311826 | val_loss: 0.0311792 | Time: 1456.36 ms
[2021-10-07 04:18:35 main:581] : INFO : Epoch 1635 | loss: 0.0311817 | val_loss: 0.0311789 | Time: 1431.38 ms
[2021-10-07 04:18:36 main:581] : INFO : Epoch 1636 | loss: 0.0311823 | val_loss: 0.0311799 | Time: 1444.67 ms
[2021-10-07 04:18:38 main:581] : INFO : Epoch 1637 | loss: 0.0311827 | val_loss: 0.0311799 | Time: 1445.35 ms
[2021-10-07 04:18:39 main:581] : INFO : Epoch 1638 | loss: 0.031182 | val_loss: 0.0311798 | Time: 1447.92 ms
[2021-10-07 04:18:41 main:581] : INFO : Epoch 1639 | loss: 0.0311831 | val_loss: 0.0311787 | Time: 1428.45 ms
[2021-10-07 04:18:42 main:581] : INFO : Epoch 1640 | loss: 0.0311833 | val_loss: 0.0311802 | Time: 1480.58 ms
[2021-10-07 04:18:43 main:581] : INFO : Epoch 1641 | loss: 0.0311823 | val_loss: 0.031179 | Time: 1461.07 ms
[2021-10-07 04:18:45 main:581] : INFO : Epoch 1642 | loss: 0.0311811 | val_loss: 0.0311786 | Time: 1530.49 ms
[2021-10-07 04:18:47 main:581] : INFO : Epoch 1643 | loss: 0.0311817 | val_loss: 0.0311815 | Time: 1586.13 ms
[2021-10-07 04:18:48 main:581] : INFO : Epoch 1644 | loss: 0.0311833 | val_loss: 0.0311806 | Time: 1554.35 ms
[2021-10-07 04:18:50 main:581] : INFO : Epoch 1645 | loss: 0.031183 | val_loss: 0.0311822 | Time: 1578.36 ms
[2021-10-07 04:18:51 main:581] : INFO : Epoch 1646 | loss: 0.0311827 | val_loss: 0.0311798 | Time: 1459.68 ms
[2021-10-07 04:18:53 main:581] : INFO : Epoch 1647 | loss: 0.0311815 | val_loss: 0.0311809 | Time: 1506.66 ms
[2021-10-07 04:18:54 main:581] : INFO : Epoch 1648 | loss: 0.031182 | val_loss: 0.0311807 | Time: 1616.6 ms
[2021-10-07 04:18:56 main:581] : INFO : Epoch 1649 | loss: 0.0311829 | val_loss: 0.0311811 | Time: 1449.56 ms
[2021-10-07 04:18:57 main:581] : INFO : Epoch 1650 | loss: 0.0311827 | val_loss: 0.0311812 | Time: 1447.93 ms
[2021-10-07 04:18:59 main:581] : INFO : Epoch 1651 | loss: 0.0311827 | val_loss: 0.0311856 | Time: 1453.81 ms
[2021-10-07 04:19:00 main:581] : INFO : Epoch 1652 | loss: 0.0311847 | val_loss: 0.0311825 | Time: 1439.7 ms
[2021-10-07 04:19:02 main:581] : INFO : Epoch 1653 | loss: 0.0311817 | val_loss: 0.0311818 | Time: 1445.1 ms
[2021-10-07 04:19:03 main:581] : INFO : Epoch 1654 | loss: 0.031181 | val_loss: 0.03118 | Time: 1480.2 ms
[2021-10-07 04:19:04 main:581] : INFO : Epoch 1655 | loss: 0.0311813 | val_loss: 0.0311804 | Time: 1448.54 ms
[2021-10-07 04:19:06 main:581] : INFO : Epoch 1656 | loss: 0.0311821 | val_loss: 0.0311869 | Time: 1451.99 ms
[2021-10-07 04:19:07 main:581] : INFO : Epoch 1657 | loss: 0.0311822 | val_loss: 0.0311802 | Time: 1456.5 ms
[2021-10-07 04:19:09 main:581] : INFO : Epoch 1658 | loss: 0.0311826 | val_loss: 0.031187 | Time: 1448.79 ms
[2021-10-07 04:19:10 main:581] : INFO : Epoch 1659 | loss: 0.0311815 | val_loss: 0.0311814 | Time: 1435.68 ms
[2021-10-07 04:19:12 main:581] : INFO : Epoch 1660 | loss: 0.0311812 | val_loss: 0.0311931 | Time: 1465.48 ms
[2021-10-07 04:19:13 main:581] : INFO : Epoch 1661 | loss: 0.031184 | val_loss: 0.0311822 | Time: 1477.13 ms
[2021-10-07 04:19:15 main:581] : INFO : Epoch 1662 | loss: 0.0311873 | val_loss: 0.0311829 | Time: 1427.33 ms
[2021-10-07 04:19:16 main:581] : INFO : Epoch 1663 | loss: 0.0311874 | val_loss: 0.0311801 | Time: 1452.29 ms
[2021-10-07 04:19:18 main:581] : INFO : Epoch 1664 | loss: 0.0311864 | val_loss: 0.0311855 | Time: 1463.27 ms
[2021-10-07 04:19:19 main:581] : INFO : Epoch 1665 | loss: 0.031186 | val_loss: 0.0311812 | Time: 1446.54 ms
[2021-10-07 04:19:20 main:581] : INFO : Epoch 1666 | loss: 0.0311867 | val_loss: 0.0311812 | Time: 1434.31 ms
[2021-10-07 04:19:22 main:581] : INFO : Epoch 1667 | loss: 0.0311844 | val_loss: 0.0311803 | Time: 1455.75 ms
[2021-10-07 04:19:23 main:581] : INFO : Epoch 1668 | loss: 0.0311843 | val_loss: 0.0311803 | Time: 1442.32 ms
[2021-10-07 04:19:25 main:581] : INFO : Epoch 1669 | loss: 0.0311846 | val_loss: 0.0311822 | Time: 1443.06 ms
[2021-10-07 04:19:26 main:581] : INFO : Epoch 1670 | loss: 0.0311837 | val_loss: 0.0311801 | Time: 1480.76 ms
[2021-10-07 04:19:28 main:581] : INFO : Epoch 1671 | loss: 0.0311841 | val_loss: 0.0311896 | Time: 1467.91 ms
[2021-10-07 04:19:29 main:581] : INFO : Epoch 1672 | loss: 0.0311851 | val_loss: 0.0311809 | Time: 1465.83 ms
[2021-10-07 04:19:31 main:581] : INFO : Epoch 1673 | loss: 0.0311829 | val_loss: 0.0311814 | Time: 1456.62 ms
[2021-10-07 04:19:32 main:581] : INFO : Epoch 1674 | loss: 0.0311834 | val_loss: 0.0311807 | Time: 1436.06 ms
[2021-10-07 04:19:34 main:581] : INFO : Epoch 1675 | loss: 0.0311835 | val_loss: 0.0311823 | Time: 1445.26 ms
[2021-10-07 04:19:35 main:581] : INFO : Epoch 1676 | loss: 0.0311822 | val_loss: 0.0311797 | Time: 1455.9 ms
[2021-10-07 04:19:36 main:581] : INFO : Epoch 1677 | loss: 0.0311817 | val_loss: 0.0311798 | Time: 1449.3 ms
[2021-10-07 04:19:38 main:581] : INFO : Epoch 1678 | loss: 0.0311825 | val_loss: 0.031185 | Time: 1442.02 ms
[2021-10-07 04:19:39 main:581] : INFO : Epoch 1679 | loss: 0.0311816 | val_loss: 0.03118 | Time: 1434.31 ms
[2021-10-07 04:19:41 main:581] : INFO : Epoch 1680 | loss: 0.0311818 | val_loss: 0.0311798 | Time: 1458.44 ms
[2021-10-07 04:19:42 main:581] : INFO : Epoch 1681 | loss: 0.0311828 | val_loss: 0.0311798 | Time: 1461.87 ms
[2021-10-07 04:19:44 main:581] : INFO : Epoch 1682 | loss: 0.0311828 | val_loss: 0.0311822 | Time: 1438.24 ms
[2021-10-07 04:19:45 main:581] : INFO : Epoch 1683 | loss: 0.0311823 | val_loss: 0.0311811 | Time: 1483.68 ms
[2021-10-07 04:19:47 main:581] : INFO : Epoch 1684 | loss: 0.0311832 | val_loss: 0.0311819 | Time: 1601.18 ms
[2021-10-07 04:19:48 main:581] : INFO : Epoch 1685 | loss: 0.0311823 | val_loss: 0.0311844 | Time: 1433.96 ms
[2021-10-07 04:19:50 main:581] : INFO : Epoch 1686 | loss: 0.0311816 | val_loss: 0.0311826 | Time: 1519.58 ms
[2021-10-07 04:19:51 main:581] : INFO : Epoch 1687 | loss: 0.0311808 | val_loss: 0.0311799 | Time: 1472.15 ms
[2021-10-07 04:19:53 main:581] : INFO : Epoch 1688 | loss: 0.0311823 | val_loss: 0.0311827 | Time: 1449.42 ms
[2021-10-07 04:19:54 main:581] : INFO : Epoch 1689 | loss: 0.031183 | val_loss: 0.0311823 | Time: 1433.81 ms
[2021-10-07 04:19:56 main:581] : INFO : Epoch 1690 | loss: 0.0311814 | val_loss: 0.0311803 | Time: 1484.89 ms
[2021-10-07 04:19:57 main:581] : INFO : Epoch 1691 | loss: 0.031181 | val_loss: 0.0311818 | Time: 1459.32 ms
[2021-10-07 04:19:58 main:581] : INFO : Epoch 1692 | loss: 0.0311817 | val_loss: 0.0311809 | Time: 1448.84 ms
[2021-10-07 04:20:00 main:581] : INFO : Epoch 1693 | loss: 0.0311811 | val_loss: 0.0311805 | Time: 1464.7 ms
[2021-10-07 04:20:01 main:581] : INFO : Epoch 1694 | loss: 0.0311816 | val_loss: 0.0311813 | Time: 1467.37 ms
[2021-10-07 04:20:03 main:581] : INFO : Epoch 1695 | loss: 0.0311812 | val_loss: 0.0311804 | Time: 1450.12 ms
[2021-10-07 04:20:04 main:581] : INFO : Epoch 1696 | loss: 0.0311821 | val_loss: 0.0311818 | Time: 1458.85 ms
[2021-10-07 04:20:06 main:581] : INFO : Epoch 1697 | loss: 0.0311819 | val_loss: 0.0311869 | Time: 1453.65 ms
[2021-10-07 04:20:07 main:581] : INFO : Epoch 1698 | loss: 0.0311828 | val_loss: 0.0311828 | Time: 1444.3 ms
[2021-10-07 04:20:09 main:581] : INFO : Epoch 1699 | loss: 0.0311836 | val_loss: 0.0311807 | Time: 1451.31 ms
[2021-10-07 04:20:10 main:581] : INFO : Epoch 1700 | loss: 0.0311811 | val_loss: 0.0311812 | Time: 1458.51 ms
[2021-10-07 04:20:12 main:581] : INFO : Epoch 1701 | loss: 0.0311852 | val_loss: 0.0311816 | Time: 1459.1 ms
[2021-10-07 04:20:13 main:581] : INFO : Epoch 1702 | loss: 0.0311819 | val_loss: 0.0311803 | Time: 1432.17 ms
[2021-10-07 04:20:14 main:581] : INFO : Epoch 1703 | loss: 0.0311821 | val_loss: 0.0311842 | Time: 1440.39 ms
[2021-10-07 04:20:16 main:581] : INFO : Epoch 1704 | loss: 0.0311838 | val_loss: 0.031188 | Time: 1522.46 ms
[2021-10-07 04:20:17 main:581] : INFO : Epoch 1705 | loss: 0.0311862 | val_loss: 0.0312079 | Time: 1467.94 ms
[2021-10-07 04:20:19 main:581] : INFO : Epoch 1706 | loss: 0.0311893 | val_loss: 0.031182 | Time: 1529.25 ms
[2021-10-07 04:20:20 main:581] : INFO : Epoch 1707 | loss: 0.0311835 | val_loss: 0.0311804 | Time: 1457.16 ms
[2021-10-07 04:20:22 main:581] : INFO : Epoch 1708 | loss: 0.0311831 | val_loss: 0.0311809 | Time: 1457.2 ms
[2021-10-07 04:20:23 main:581] : INFO : Epoch 1709 | loss: 0.0311812 | val_loss: 0.0311802 | Time: 1441.59 ms
[2021-10-07 04:20:25 main:581] : INFO : Epoch 1710 | loss: 0.0311811 | val_loss: 0.0311794 | Time: 1442.84 ms
[2021-10-07 04:20:26 main:581] : INFO : Epoch 1711 | loss: 0.0311804 | val_loss: 0.0311798 | Time: 1441.86 ms
[2021-10-07 04:20:28 main:581] : INFO : Epoch 1712 | loss: 0.0311828 | val_loss: 0.0311873 | Time: 1464.75 ms
[2021-10-07 04:20:29 main:581] : INFO : Epoch 1713 | loss: 0.0311828 | val_loss: 0.0311793 | Time: 1439.83 ms
[2021-10-07 04:20:31 main:581] : INFO : Epoch 1714 | loss: 0.0311807 | val_loss: 0.0311812 | Time: 1449.63 ms
[2021-10-07 04:20:32 main:581] : INFO : Epoch 1715 | loss: 0.031183 | val_loss: 0.0311832 | Time: 1442.81 ms
[2021-10-07 04:20:33 main:581] : INFO : Epoch 1716 | loss: 0.0311823 | val_loss: 0.0311803 | Time: 1447.87 ms
[2021-10-07 04:20:35 main:581] : INFO : Epoch 1717 | loss: 0.031182 | val_loss: 0.0311816 | Time: 1430.7 ms
[2021-10-07 04:20:36 main:581] : INFO : Epoch 1718 | loss: 0.0311829 | val_loss: 0.0311801 | Time: 1428.76 ms
[2021-10-07 04:20:38 main:581] : INFO : Epoch 1719 | loss: 0.0311827 | val_loss: 0.0311833 | Time: 1445.84 ms
[2021-10-07 04:20:39 main:581] : INFO : Epoch 1720 | loss: 0.0311831 | val_loss: 0.0311858 | Time: 1439.19 ms
[2021-10-07 04:20:41 main:581] : INFO : Epoch 1721 | loss: 0.031186 | val_loss: 0.0311804 | Time: 1452.8 ms
[2021-10-07 04:20:42 main:581] : INFO : Epoch 1722 | loss: 0.0311816 | val_loss: 0.0311808 | Time: 1450.15 ms
[2021-10-07 04:20:44 main:581] : INFO : Epoch 1723 | loss: 0.0311819 | val_loss: 0.0311802 | Time: 1465 ms
[2021-10-07 04:20:45 main:581] : INFO : Epoch 1724 | loss: 0.0311821 | val_loss: 0.0311805 | Time: 1456.68 ms
[2021-10-07 04:20:47 main:581] : INFO : Epoch 1725 | loss: 0.0311813 | val_loss: 0.031181 | Time: 1463.86 ms
[2021-10-07 04:20:48 main:581] : INFO : Epoch 1726 | loss: 0.031181 | val_loss: 0.0311819 | Time: 1473.92 ms
[2021-10-07 04:20:49 main:581] : INFO : Epoch 1727 | loss: 0.0311811 | val_loss: 0.0311793 | Time: 1475.32 ms
[2021-10-07 04:20:51 main:581] : INFO : Epoch 1728 | loss: 0.0311809 | val_loss: 0.0311831 | Time: 1454.26 ms
[2021-10-07 04:20:52 main:581] : INFO : Epoch 1729 | loss: 0.0311807 | val_loss: 0.0311801 | Time: 1457.85 ms
[2021-10-07 04:20:54 main:581] : INFO : Epoch 1730 | loss: 0.0311817 | val_loss: 0.0311804 | Time: 1481.57 ms
[2021-10-07 04:20:55 main:581] : INFO : Epoch 1731 | loss: 0.0311807 | val_loss: 0.0311801 | Time: 1451.95 ms
[2021-10-07 04:20:57 main:581] : INFO : Epoch 1732 | loss: 0.0311813 | val_loss: 0.0311796 | Time: 1454.97 ms
[2021-10-07 04:20:58 main:581] : INFO : Epoch 1733 | loss: 0.031181 | val_loss: 0.0311805 | Time: 1457.15 ms
[2021-10-07 04:21:00 main:581] : INFO : Epoch 1734 | loss: 0.0311808 | val_loss: 0.0311797 | Time: 1478.45 ms
[2021-10-07 04:21:01 main:581] : INFO : Epoch 1735 | loss: 0.0311804 | val_loss: 0.0311807 | Time: 1449.46 ms
[2021-10-07 04:21:03 main:581] : INFO : Epoch 1736 | loss: 0.0311799 | val_loss: 0.0311805 | Time: 1459.57 ms
[2021-10-07 04:21:04 main:581] : INFO : Epoch 1737 | loss: 0.0311801 | val_loss: 0.0311795 | Time: 1446.27 ms
[2021-10-07 04:21:06 main:581] : INFO : Epoch 1738 | loss: 0.0311805 | val_loss: 0.0311803 | Time: 1480.27 ms
[2021-10-07 04:21:07 main:581] : INFO : Epoch 1739 | loss: 0.031182 | val_loss: 0.0311799 | Time: 1450.75 ms
[2021-10-07 04:21:08 main:581] : INFO : Epoch 1740 | loss: 0.0311796 | val_loss: 0.0311793 | Time: 1458.82 ms
[2021-10-07 04:21:10 main:581] : INFO : Epoch 1741 | loss: 0.031179 | val_loss: 0.0311822 | Time: 1442.57 ms
[2021-10-07 04:21:11 main:581] : INFO : Epoch 1742 | loss: 0.0311795 | val_loss: 0.0311791 | Time: 1434.45 ms
[2021-10-07 04:21:13 main:581] : INFO : Epoch 1743 | loss: 0.0311808 | val_loss: 0.0311793 | Time: 1439.47 ms
[2021-10-07 04:21:14 main:581] : INFO : Epoch 1744 | loss: 0.0311808 | val_loss: 0.0311792 | Time: 1476.18 ms
[2021-10-07 04:21:16 main:581] : INFO : Epoch 1745 | loss: 0.03118 | val_loss: 0.0311805 | Time: 1454.2 ms
[2021-10-07 04:21:17 main:581] : INFO : Epoch 1746 | loss: 0.0311806 | val_loss: 0.03118 | Time: 1437.98 ms
[2021-10-07 04:21:19 main:581] : INFO : Epoch 1747 | loss: 0.0311816 | val_loss: 0.0311822 | Time: 1439.3 ms
[2021-10-07 04:21:20 main:581] : INFO : Epoch 1748 | loss: 0.0311814 | val_loss: 0.0311844 | Time: 1427.33 ms
[2021-10-07 04:21:21 main:581] : INFO : Epoch 1749 | loss: 0.031182 | val_loss: 0.0311803 | Time: 1423.9 ms
[2021-10-07 04:21:23 main:581] : INFO : Epoch 1750 | loss: 0.0311803 | val_loss: 0.031182 | Time: 1455.38 ms
[2021-10-07 04:21:24 main:581] : INFO : Epoch 1751 | loss: 0.0311797 | val_loss: 0.0311807 | Time: 1451.42 ms
[2021-10-07 04:21:26 main:581] : INFO : Epoch 1752 | loss: 0.0311799 | val_loss: 0.0311833 | Time: 1463.24 ms
[2021-10-07 04:21:27 main:581] : INFO : Epoch 1753 | loss: 0.0311799 | val_loss: 0.0311812 | Time: 1458.68 ms
[2021-10-07 04:21:29 main:581] : INFO : Epoch 1754 | loss: 0.031181 | val_loss: 0.0311844 | Time: 1426.72 ms
[2021-10-07 04:21:30 main:581] : INFO : Epoch 1755 | loss: 0.0311803 | val_loss: 0.0311809 | Time: 1443.05 ms
[2021-10-07 04:21:32 main:581] : INFO : Epoch 1756 | loss: 0.0311806 | val_loss: 0.0311831 | Time: 1434.13 ms
[2021-10-07 04:21:33 main:581] : INFO : Epoch 1757 | loss: 0.0311811 | val_loss: 0.031183 | Time: 1453.74 ms
[2021-10-07 04:21:34 main:581] : INFO : Epoch 1758 | loss: 0.0311826 | val_loss: 0.0311846 | Time: 1419.53 ms
[2021-10-07 04:21:36 main:581] : INFO : Epoch 1759 | loss: 0.0311819 | val_loss: 0.0311806 | Time: 1442.69 ms
[2021-10-07 04:21:37 main:581] : INFO : Epoch 1760 | loss: 0.0311807 | val_loss: 0.0311814 | Time: 1444.49 ms
[2021-10-07 04:21:39 main:581] : INFO : Epoch 1761 | loss: 0.0311807 | val_loss: 0.0311811 | Time: 1435.24 ms
[2021-10-07 04:21:40 main:581] : INFO : Epoch 1762 | loss: 0.0311817 | val_loss: 0.0311822 | Time: 1453.87 ms
[2021-10-07 04:21:42 main:581] : INFO : Epoch 1763 | loss: 0.0311808 | val_loss: 0.0311821 | Time: 1452.84 ms
[2021-10-07 04:21:43 main:581] : INFO : Epoch 1764 | loss: 0.0311827 | val_loss: 0.03118 | Time: 1427.85 ms
[2021-10-07 04:21:45 main:581] : INFO : Epoch 1765 | loss: 0.0311809 | val_loss: 0.0311847 | Time: 1443.53 ms
[2021-10-07 04:21:46 main:581] : INFO : Epoch 1766 | loss: 0.0311808 | val_loss: 0.0311899 | Time: 1426.89 ms
[2021-10-07 04:21:47 main:581] : INFO : Epoch 1767 | loss: 0.0311807 | val_loss: 0.0311819 | Time: 1449.8 ms
[2021-10-07 04:21:49 main:581] : INFO : Epoch 1768 | loss: 0.0311807 | val_loss: 0.0311796 | Time: 1438.05 ms
[2021-10-07 04:21:50 main:581] : INFO : Epoch 1769 | loss: 0.0311823 | val_loss: 0.0311831 | Time: 1432.54 ms
[2021-10-07 04:21:52 main:581] : INFO : Epoch 1770 | loss: 0.0311817 | val_loss: 0.0311817 | Time: 1461.73 ms
[2021-10-07 04:21:53 main:581] : INFO : Epoch 1771 | loss: 0.0311827 | val_loss: 0.0311812 | Time: 1524.51 ms
[2021-10-07 04:21:55 main:581] : INFO : Epoch 1772 | loss: 0.0311807 | val_loss: 0.0311827 | Time: 1449.76 ms
[2021-10-07 04:21:56 main:581] : INFO : Epoch 1773 | loss: 0.0311799 | val_loss: 0.0311813 | Time: 1475.3 ms
[2021-10-07 04:21:58 main:581] : INFO : Epoch 1774 | loss: 0.0311806 | val_loss: 0.0311816 | Time: 1445.76 ms
[2021-10-07 04:21:59 main:581] : INFO : Epoch 1775 | loss: 0.0311799 | val_loss: 0.0311818 | Time: 1453.75 ms
[2021-10-07 04:22:01 main:581] : INFO : Epoch 1776 | loss: 0.0311796 | val_loss: 0.0311836 | Time: 1434.25 ms
[2021-10-07 04:22:02 main:581] : INFO : Epoch 1777 | loss: 0.0311798 | val_loss: 0.0311832 | Time: 1465.03 ms
[2021-10-07 04:22:03 main:581] : INFO : Epoch 1778 | loss: 0.0311794 | val_loss: 0.0311826 | Time: 1437.18 ms
[2021-10-07 04:22:05 main:581] : INFO : Epoch 1779 | loss: 0.0311795 | val_loss: 0.0311843 | Time: 1454.22 ms
[2021-10-07 04:22:06 main:581] : INFO : Epoch 1780 | loss: 0.0311816 | val_loss: 0.0311818 | Time: 1436.26 ms
[2021-10-07 04:22:08 main:581] : INFO : Epoch 1781 | loss: 0.0311811 | val_loss: 0.0311824 | Time: 1445.76 ms
[2021-10-07 04:22:09 main:581] : INFO : Epoch 1782 | loss: 0.0311807 | val_loss: 0.0311809 | Time: 1439.34 ms
[2021-10-07 04:22:11 main:581] : INFO : Epoch 1783 | loss: 0.0311829 | val_loss: 0.0311835 | Time: 1445.15 ms
[2021-10-07 04:22:12 main:581] : INFO : Epoch 1784 | loss: 0.0311814 | val_loss: 0.0311812 | Time: 1464.4 ms
[2021-10-07 04:22:14 main:581] : INFO : Epoch 1785 | loss: 0.03118 | val_loss: 0.0311819 | Time: 1603.07 ms
[2021-10-07 04:22:15 main:581] : INFO : Epoch 1786 | loss: 0.0311809 | val_loss: 0.0311811 | Time: 1446.21 ms
[2021-10-07 04:22:17 main:581] : INFO : Epoch 1787 | loss: 0.0311813 | val_loss: 0.0311855 | Time: 1461.25 ms
[2021-10-07 04:22:18 main:581] : INFO : Epoch 1788 | loss: 0.0311843 | val_loss: 0.0311832 | Time: 1445.89 ms
[2021-10-07 04:22:19 main:581] : INFO : Epoch 1789 | loss: 0.0311831 | val_loss: 0.0311813 | Time: 1434.41 ms
[2021-10-07 04:22:21 main:581] : INFO : Epoch 1790 | loss: 0.0311819 | val_loss: 0.0311832 | Time: 1447.1 ms
[2021-10-07 04:22:22 main:581] : INFO : Epoch 1791 | loss: 0.0311809 | val_loss: 0.0311799 | Time: 1459.77 ms
[2021-10-07 04:22:24 main:581] : INFO : Epoch 1792 | loss: 0.0311809 | val_loss: 0.0311815 | Time: 1458.18 ms
[2021-10-07 04:22:25 main:581] : INFO : Epoch 1793 | loss: 0.0311806 | val_loss: 0.0311804 | Time: 1434.93 ms
[2021-10-07 04:22:27 main:581] : INFO : Epoch 1794 | loss: 0.0311808 | val_loss: 0.0311817 | Time: 1421.16 ms
[2021-10-07 04:22:28 main:581] : INFO : Epoch 1795 | loss: 0.0311851 | val_loss: 0.0311822 | Time: 1415.48 ms
[2021-10-07 04:22:30 main:581] : INFO : Epoch 1796 | loss: 0.0311824 | val_loss: 0.031182 | Time: 1429.45 ms
[2021-10-07 04:22:31 main:581] : INFO : Epoch 1797 | loss: 0.0311807 | val_loss: 0.0311799 | Time: 1428.18 ms
[2021-10-07 04:22:32 main:581] : INFO : Epoch 1798 | loss: 0.0311805 | val_loss: 0.0311824 | Time: 1439.64 ms
[2021-10-07 04:22:34 main:581] : INFO : Epoch 1799 | loss: 0.0311809 | val_loss: 0.0311794 | Time: 1468.22 ms
[2021-10-07 04:22:35 main:581] : INFO : Epoch 1800 | loss: 0.0311801 | val_loss: 0.0311789 | Time: 1433.63 ms
[2021-10-07 04:22:37 main:581] : INFO : Epoch 1801 | loss: 0.0311794 | val_loss: 0.0311824 | Time: 1451.54 ms
[2021-10-07 04:22:38 main:581] : INFO : Epoch 1802 | loss: 0.0311811 | val_loss: 0.0311792 | Time: 1444.21 ms
[2021-10-07 04:22:40 main:581] : INFO : Epoch 1803 | loss: 0.0311809 | val_loss: 0.0311856 | Time: 1465.72 ms
[2021-10-07 04:22:41 main:581] : INFO : Epoch 1804 | loss: 0.0311824 | val_loss: 0.0311835 | Time: 1442 ms
[2021-10-07 04:22:43 main:581] : INFO : Epoch 1805 | loss: 0.0311796 | val_loss: 0.0311807 | Time: 1434.13 ms
[2021-10-07 04:22:44 main:581] : INFO : Epoch 1806 | loss: 0.0311794 | val_loss: 0.0311804 | Time: 1444.26 ms
[2021-10-07 04:22:45 main:581] : INFO : Epoch 1807 | loss: 0.0311792 | val_loss: 0.0311811 | Time: 1459.12 ms
[2021-10-07 04:22:47 main:581] : INFO : Epoch 1808 | loss: 0.0311809 | val_loss: 0.0311823 | Time: 1434.08 ms
[2021-10-07 04:22:48 main:581] : INFO : Epoch 1809 | loss: 0.0311817 | val_loss: 0.0311796 | Time: 1449.57 ms
[2021-10-07 04:22:50 main:581] : INFO : Epoch 1810 | loss: 0.03118 | val_loss: 0.0311819 | Time: 1430.37 ms
[2021-10-07 04:22:51 main:581] : INFO : Epoch 1811 | loss: 0.0311795 | val_loss: 0.0311798 | Time: 1429.06 ms
[2021-10-07 04:22:53 main:581] : INFO : Epoch 1812 | loss: 0.0311788 | val_loss: 0.0311814 | Time: 1453.13 ms
[2021-10-07 04:22:54 main:581] : INFO : Epoch 1813 | loss: 0.031179 | val_loss: 0.0311814 | Time: 1456.12 ms
[2021-10-07 04:22:56 main:581] : INFO : Epoch 1814 | loss: 0.0311803 | val_loss: 0.0311834 | Time: 1467.42 ms
[2021-10-07 04:22:57 main:581] : INFO : Epoch 1815 | loss: 0.0311796 | val_loss: 0.0311869 | Time: 1472.33 ms
[2021-10-07 04:22:59 main:581] : INFO : Epoch 1816 | loss: 0.0311812 | val_loss: 0.0311823 | Time: 1464.55 ms
[2021-10-07 04:23:00 main:581] : INFO : Epoch 1817 | loss: 0.0311794 | val_loss: 0.0311828 | Time: 1467.7 ms
[2021-10-07 04:23:01 main:581] : INFO : Epoch 1818 | loss: 0.03118 | val_loss: 0.0311808 | Time: 1446.37 ms
[2021-10-07 04:23:03 main:581] : INFO : Epoch 1819 | loss: 0.0311791 | val_loss: 0.0311811 | Time: 1437.69 ms
[2021-10-07 04:23:04 main:581] : INFO : Epoch 1820 | loss: 0.031179 | val_loss: 0.0311823 | Time: 1427.7 ms
[2021-10-07 04:23:06 main:581] : INFO : Epoch 1821 | loss: 0.0311807 | val_loss: 0.0311807 | Time: 1451.84 ms
[2021-10-07 04:23:07 main:581] : INFO : Epoch 1822 | loss: 0.0311821 | val_loss: 0.0311805 | Time: 1446.1 ms
[2021-10-07 04:23:09 main:581] : INFO : Epoch 1823 | loss: 0.0311842 | val_loss: 0.0311828 | Time: 1478.51 ms
[2021-10-07 04:23:10 main:581] : INFO : Epoch 1824 | loss: 0.0311831 | val_loss: 0.0311838 | Time: 1462.21 ms
[2021-10-07 04:23:12 main:581] : INFO : Epoch 1825 | loss: 0.0311827 | val_loss: 0.0311811 | Time: 1457.73 ms
[2021-10-07 04:23:13 main:581] : INFO : Epoch 1826 | loss: 0.0311836 | val_loss: 0.0311838 | Time: 1459.87 ms
[2021-10-07 04:23:15 main:581] : INFO : Epoch 1827 | loss: 0.0311822 | val_loss: 0.0311805 | Time: 1463.79 ms
[2021-10-07 04:23:16 main:581] : INFO : Epoch 1828 | loss: 0.0311823 | val_loss: 0.0311799 | Time: 1448.16 ms
[2021-10-07 04:23:17 main:581] : INFO : Epoch 1829 | loss: 0.0311803 | val_loss: 0.0311826 | Time: 1438.58 ms
[2021-10-07 04:23:19 main:581] : INFO : Epoch 1830 | loss: 0.031181 | val_loss: 0.0311806 | Time: 1419.74 ms
[2021-10-07 04:23:20 main:581] : INFO : Epoch 1831 | loss: 0.031183 | val_loss: 0.0311837 | Time: 1451.86 ms
[2021-10-07 04:23:22 main:581] : INFO : Epoch 1832 | loss: 0.0311836 | val_loss: 0.0311814 | Time: 1446.06 ms
[2021-10-07 04:23:23 main:581] : INFO : Epoch 1833 | loss: 0.0311824 | val_loss: 0.0311815 | Time: 1462.9 ms
[2021-10-07 04:23:25 main:581] : INFO : Epoch 1834 | loss: 0.0311842 | val_loss: 0.0311823 | Time: 1444.48 ms
[2021-10-07 04:23:26 main:581] : INFO : Epoch 1835 | loss: 0.0311821 | val_loss: 0.0311833 | Time: 1422.26 ms
[2021-10-07 04:23:28 main:581] : INFO : Epoch 1836 | loss: 0.0311814 | val_loss: 0.0311829 | Time: 1451.04 ms
[2021-10-07 04:23:29 main:581] : INFO : Epoch 1837 | loss: 0.031182 | val_loss: 0.0311819 | Time: 1446.12 ms
[2021-10-07 04:23:30 main:581] : INFO : Epoch 1838 | loss: 0.0311811 | val_loss: 0.0311823 | Time: 1474.46 ms
[2021-10-07 04:23:32 main:581] : INFO : Epoch 1839 | loss: 0.0311823 | val_loss: 0.0311811 | Time: 1464.07 ms
[2021-10-07 04:23:33 main:581] : INFO : Epoch 1840 | loss: 0.0311817 | val_loss: 0.0311815 | Time: 1467.32 ms
[2021-10-07 04:23:35 main:581] : INFO : Epoch 1841 | loss: 0.0311822 | val_loss: 0.0311818 | Time: 1479.34 ms
[2021-10-07 04:23:36 main:581] : INFO : Epoch 1842 | loss: 0.0311823 | val_loss: 0.031183 | Time: 1463.77 ms
[2021-10-07 04:23:38 main:581] : INFO : Epoch 1843 | loss: 0.031181 | val_loss: 0.0311811 | Time: 1463.51 ms
[2021-10-07 04:23:39 main:581] : INFO : Epoch 1844 | loss: 0.0311806 | val_loss: 0.0311815 | Time: 1462.9 ms
[2021-10-07 04:23:41 main:581] : INFO : Epoch 1845 | loss: 0.0311819 | val_loss: 0.0311838 | Time: 1445.08 ms
[2021-10-07 04:23:42 main:581] : INFO : Epoch 1846 | loss: 0.0311829 | val_loss: 0.0311868 | Time: 1448.08 ms
[2021-10-07 04:23:44 main:581] : INFO : Epoch 1847 | loss: 0.0311848 | val_loss: 0.0311832 | Time: 1439.6 ms
[2021-10-07 04:23:45 main:581] : INFO : Epoch 1848 | loss: 0.0311817 | val_loss: 0.0311819 | Time: 1468.12 ms
[2021-10-07 04:23:47 main:581] : INFO : Epoch 1849 | loss: 0.0311832 | val_loss: 0.0311815 | Time: 1454.96 ms
[2021-10-07 04:23:48 main:581] : INFO : Epoch 1850 | loss: 0.0311826 | val_loss: 0.0311893 | Time: 1441.64 ms
[2021-10-07 04:23:49 main:581] : INFO : Epoch 1851 | loss: 0.0311821 | val_loss: 0.0311818 | Time: 1461.21 ms
[2021-10-07 04:23:51 main:581] : INFO : Epoch 1852 | loss: 0.0311801 | val_loss: 0.0311815 | Time: 1441.51 ms
[2021-10-07 04:23:52 main:581] : INFO : Epoch 1853 | loss: 0.0311799 | val_loss: 0.0311818 | Time: 1450.71 ms
[2021-10-07 04:23:54 main:581] : INFO : Epoch 1854 | loss: 0.0311794 | val_loss: 0.0311834 | Time: 1464.77 ms
[2021-10-07 04:23:55 main:581] : INFO : Epoch 1855 | loss: 0.031181 | val_loss: 0.0311839 | Time: 1448.11 ms
[2021-10-07 04:23:57 main:581] : INFO : Epoch 1856 | loss: 0.0311805 | val_loss: 0.0311837 | Time: 1462.35 ms
[2021-10-07 04:23:58 main:581] : INFO : Epoch 1857 | loss: 0.0311804 | val_loss: 0.0311851 | Time: 1461.78 ms
[2021-10-07 04:24:00 main:581] : INFO : Epoch 1858 | loss: 0.0311795 | val_loss: 0.0311806 | Time: 1477.53 ms
[2021-10-07 04:24:01 main:581] : INFO : Epoch 1859 | loss: 0.0311798 | val_loss: 0.0311857 | Time: 1441.48 ms
[2021-10-07 04:24:03 main:581] : INFO : Epoch 1860 | loss: 0.0311809 | val_loss: 0.031185 | Time: 1452.29 ms
[2021-10-07 04:24:04 main:581] : INFO : Epoch 1861 | loss: 0.031183 | val_loss: 0.0311865 | Time: 1456.55 ms
[2021-10-07 04:24:05 main:581] : INFO : Epoch 1862 | loss: 0.0311822 | val_loss: 0.0311822 | Time: 1453.1 ms
[2021-10-07 04:24:07 main:581] : INFO : Epoch 1863 | loss: 0.03118 | val_loss: 0.0311812 | Time: 1465.1 ms
[2021-10-07 04:24:08 main:581] : INFO : Epoch 1864 | loss: 0.0311792 | val_loss: 0.0311816 | Time: 1437.69 ms
[2021-10-07 04:24:10 main:581] : INFO : Epoch 1865 | loss: 0.0311801 | val_loss: 0.0311806 | Time: 1414.99 ms
[2021-10-07 04:24:11 main:581] : INFO : Epoch 1866 | loss: 0.0311796 | val_loss: 0.0311826 | Time: 1441.48 ms
[2021-10-07 04:24:13 main:581] : INFO : Epoch 1867 | loss: 0.0311798 | val_loss: 0.0311815 | Time: 1438.21 ms
[2021-10-07 04:24:14 main:581] : INFO : Epoch 1868 | loss: 0.0311797 | val_loss: 0.0311826 | Time: 1430.69 ms
[2021-10-07 04:24:16 main:581] : INFO : Epoch 1869 | loss: 0.0311794 | val_loss: 0.0311805 | Time: 1454.2 ms
[2021-10-07 04:24:17 main:581] : INFO : Epoch 1870 | loss: 0.0311789 | val_loss: 0.0311816 | Time: 1448.5 ms
[2021-10-07 04:24:18 main:581] : INFO : Epoch 1871 | loss: 0.0311786 | val_loss: 0.0311808 | Time: 1458.37 ms
[2021-10-07 04:24:20 main:581] : INFO : Epoch 1872 | loss: 0.0311785 | val_loss: 0.031185 | Time: 1447.45 ms
[2021-10-07 04:24:21 main:581] : INFO : Epoch 1873 | loss: 0.0311802 | val_loss: 0.0311816 | Time: 1485.23 ms
[2021-10-07 04:24:23 main:581] : INFO : Epoch 1874 | loss: 0.0311783 | val_loss: 0.0311819 | Time: 1444.1 ms
[2021-10-07 04:24:24 main:581] : INFO : Epoch 1875 | loss: 0.0311779 | val_loss: 0.0311808 | Time: 1445.38 ms
[2021-10-07 04:24:26 main:581] : INFO : Epoch 1876 | loss: 0.0311797 | val_loss: 0.0311865 | Time: 1445.53 ms
[2021-10-07 04:24:27 main:581] : INFO : Epoch 1877 | loss: 0.031182 | val_loss: 0.0311794 | Time: 1439.42 ms
[2021-10-07 04:24:29 main:581] : INFO : Epoch 1878 | loss: 0.0311794 | val_loss: 0.0311804 | Time: 1432.19 ms
[2021-10-07 04:24:30 main:581] : INFO : Epoch 1879 | loss: 0.0311773 | val_loss: 0.0311746 | Time: 1467.21 ms
[2021-10-07 04:24:31 main:581] : INFO : Epoch 1880 | loss: 0.0311729 | val_loss: 0.0311762 | Time: 1444 ms
[2021-10-07 04:24:33 main:581] : INFO : Epoch 1881 | loss: 0.0311723 | val_loss: 0.0311732 | Time: 1474.45 ms
[2021-10-07 04:24:34 main:581] : INFO : Epoch 1882 | loss: 0.0311691 | val_loss: 0.0311727 | Time: 1439.42 ms
[2021-10-07 04:24:36 main:581] : INFO : Epoch 1883 | loss: 0.0311683 | val_loss: 0.0311733 | Time: 1446.8 ms
[2021-10-07 04:24:37 main:581] : INFO : Epoch 1884 | loss: 0.0311674 | val_loss: 0.0311734 | Time: 1453.86 ms
[2021-10-07 04:24:39 main:581] : INFO : Epoch 1885 | loss: 0.0311727 | val_loss: 0.0311756 | Time: 1437.08 ms
[2021-10-07 04:24:40 main:581] : INFO : Epoch 1886 | loss: 0.0311738 | val_loss: 0.0311751 | Time: 1447.46 ms
[2021-10-07 04:24:42 main:581] : INFO : Epoch 1887 | loss: 0.0311726 | val_loss: 0.0311747 | Time: 1451.25 ms
[2021-10-07 04:24:43 main:581] : INFO : Epoch 1888 | loss: 0.0311704 | val_loss: 0.0311705 | Time: 1420.52 ms
[2021-10-07 04:24:44 main:581] : INFO : Epoch 1889 | loss: 0.0311683 | val_loss: 0.03117 | Time: 1441.76 ms
[2021-10-07 04:24:46 main:581] : INFO : Epoch 1890 | loss: 0.0311673 | val_loss: 0.0311706 | Time: 1448.48 ms
[2021-10-07 04:24:47 main:581] : INFO : Epoch 1891 | loss: 0.0311673 | val_loss: 0.0311707 | Time: 1444.94 ms
[2021-10-07 04:24:49 main:581] : INFO : Epoch 1892 | loss: 0.0311678 | val_loss: 0.031172 | Time: 1454.12 ms
[2021-10-07 04:24:50 main:581] : INFO : Epoch 1893 | loss: 0.031167 | val_loss: 0.0311707 | Time: 1445.59 ms
[2021-10-07 04:24:52 main:581] : INFO : Epoch 1894 | loss: 0.0311665 | val_loss: 0.0311738 | Time: 1446.95 ms
[2021-10-07 04:24:53 main:581] : INFO : Epoch 1895 | loss: 0.0311685 | val_loss: 0.0311713 | Time: 1449.82 ms
[2021-10-07 04:24:55 main:581] : INFO : Epoch 1896 | loss: 0.0311673 | val_loss: 0.0311739 | Time: 1433.26 ms
[2021-10-07 04:24:56 main:581] : INFO : Epoch 1897 | loss: 0.0311663 | val_loss: 0.031172 | Time: 1451.04 ms
[2021-10-07 04:24:57 main:581] : INFO : Epoch 1898 | loss: 0.0311667 | val_loss: 0.0311716 | Time: 1441.66 ms
[2021-10-07 04:24:59 main:581] : INFO : Epoch 1899 | loss: 0.0311657 | val_loss: 0.0311711 | Time: 1421.96 ms
[2021-10-07 04:25:00 main:581] : INFO : Epoch 1900 | loss: 0.0311659 | val_loss: 0.0311732 | Time: 1434.49 ms
[2021-10-07 04:25:02 main:581] : INFO : Epoch 1901 | loss: 0.0311659 | val_loss: 0.0311696 | Time: 1458 ms
[2021-10-07 04:25:03 main:581] : INFO : Epoch 1902 | loss: 0.0311636 | val_loss: 0.0311711 | Time: 1458.32 ms
[2021-10-07 04:25:05 main:581] : INFO : Epoch 1903 | loss: 0.0311641 | val_loss: 0.0311688 | Time: 1450.86 ms
[2021-10-07 04:25:06 main:581] : INFO : Epoch 1904 | loss: 0.0311647 | val_loss: 0.0311684 | Time: 1460.01 ms
[2021-10-07 04:25:08 main:581] : INFO : Epoch 1905 | loss: 0.0311691 | val_loss: 0.0311726 | Time: 1514.96 ms
[2021-10-07 04:25:09 main:581] : INFO : Epoch 1906 | loss: 0.0311698 | val_loss: 0.0311708 | Time: 1489.62 ms
[2021-10-07 04:25:11 main:581] : INFO : Epoch 1907 | loss: 0.0311669 | val_loss: 0.0311718 | Time: 1439.21 ms
[2021-10-07 04:25:12 main:581] : INFO : Epoch 1908 | loss: 0.0311706 | val_loss: 0.0311719 | Time: 1428.48 ms
[2021-10-07 04:25:13 main:581] : INFO : Epoch 1909 | loss: 0.0311696 | val_loss: 0.031173 | Time: 1444.36 ms
[2021-10-07 04:25:15 main:581] : INFO : Epoch 1910 | loss: 0.0311654 | val_loss: 0.0311697 | Time: 1444.12 ms
[2021-10-07 04:25:16 main:581] : INFO : Epoch 1911 | loss: 0.031165 | val_loss: 0.0311692 | Time: 1427.39 ms
[2021-10-07 04:25:18 main:581] : INFO : Epoch 1912 | loss: 0.0311667 | val_loss: 0.0311688 | Time: 1485.58 ms
[2021-10-07 04:25:19 main:581] : INFO : Epoch 1913 | loss: 0.0311652 | val_loss: 0.0311683 | Time: 1482.82 ms
[2021-10-07 04:25:21 main:581] : INFO : Epoch 1914 | loss: 0.0311641 | val_loss: 0.0311667 | Time: 1456.6 ms
[2021-10-07 04:25:22 main:581] : INFO : Epoch 1915 | loss: 0.0311636 | val_loss: 0.0311682 | Time: 1450.11 ms
[2021-10-07 04:25:24 main:581] : INFO : Epoch 1916 | loss: 0.0311637 | val_loss: 0.0311682 | Time: 1445.01 ms
[2021-10-07 04:25:25 main:581] : INFO : Epoch 1917 | loss: 0.0311642 | val_loss: 0.0311671 | Time: 1445.16 ms
[2021-10-07 04:25:27 main:581] : INFO : Epoch 1918 | loss: 0.0311638 | val_loss: 0.0311679 | Time: 1439.29 ms
[2021-10-07 04:25:28 main:581] : INFO : Epoch 1919 | loss: 0.0311644 | val_loss: 0.0311659 | Time: 1457.54 ms
[2021-10-07 04:25:29 main:581] : INFO : Epoch 1920 | loss: 0.0311619 | val_loss: 0.0311652 | Time: 1444.98 ms
[2021-10-07 04:25:31 main:581] : INFO : Epoch 1921 | loss: 0.031161 | val_loss: 0.0311652 | Time: 1445.82 ms
[2021-10-07 04:25:32 main:581] : INFO : Epoch 1922 | loss: 0.0311613 | val_loss: 0.0311644 | Time: 1445.89 ms
[2021-10-07 04:25:34 main:581] : INFO : Epoch 1923 | loss: 0.0311605 | val_loss: 0.0311661 | Time: 1459 ms
[2021-10-07 04:25:35 main:581] : INFO : Epoch 1924 | loss: 0.0311613 | val_loss: 0.0311678 | Time: 1442.32 ms
[2021-10-07 04:25:37 main:581] : INFO : Epoch 1925 | loss: 0.0311613 | val_loss: 0.0311653 | Time: 1440.83 ms
[2021-10-07 04:25:38 main:581] : INFO : Epoch 1926 | loss: 0.0311605 | val_loss: 0.0311648 | Time: 1450.46 ms
[2021-10-07 04:25:40 main:581] : INFO : Epoch 1927 | loss: 0.0311605 | val_loss: 0.0311652 | Time: 1435.08 ms
[2021-10-07 04:25:41 main:581] : INFO : Epoch 1928 | loss: 0.0311606 | val_loss: 0.0311654 | Time: 1464.7 ms
[2021-10-07 04:25:43 main:581] : INFO : Epoch 1929 | loss: 0.0311607 | val_loss: 0.0311669 | Time: 1446.57 ms
[2021-10-07 04:25:44 main:581] : INFO : Epoch 1930 | loss: 0.0311614 | val_loss: 0.0311669 | Time: 1441.57 ms
[2021-10-07 04:25:45 main:581] : INFO : Epoch 1931 | loss: 0.0311597 | val_loss: 0.0311703 | Time: 1446.07 ms
[2021-10-07 04:25:47 main:581] : INFO : Epoch 1932 | loss: 0.0311617 | val_loss: 0.0311656 | Time: 1449.05 ms
[2021-10-07 04:25:48 main:581] : INFO : Epoch 1933 | loss: 0.0311601 | val_loss: 0.0311669 | Time: 1468.14 ms
[2021-10-07 04:25:50 main:581] : INFO : Epoch 1934 | loss: 0.0311603 | val_loss: 0.0311687 | Time: 1461.02 ms
[2021-10-07 04:25:51 main:581] : INFO : Epoch 1935 | loss: 0.0311604 | val_loss: 0.0311652 | Time: 1471.61 ms
[2021-10-07 04:25:53 main:581] : INFO : Epoch 1936 | loss: 0.0311606 | val_loss: 0.0311656 | Time: 1458.19 ms
[2021-10-07 04:25:54 main:581] : INFO : Epoch 1937 | loss: 0.0311603 | val_loss: 0.0311673 | Time: 1444.33 ms
[2021-10-07 04:25:56 main:581] : INFO : Epoch 1938 | loss: 0.0311613 | val_loss: 0.0311675 | Time: 1449.12 ms
[2021-10-07 04:25:57 main:581] : INFO : Epoch 1939 | loss: 0.0311621 | val_loss: 0.0311684 | Time: 1459.71 ms
[2021-10-07 04:25:59 main:581] : INFO : Epoch 1940 | loss: 0.031164 | val_loss: 0.0311683 | Time: 1456.44 ms
[2021-10-07 04:26:00 main:581] : INFO : Epoch 1941 | loss: 0.0311634 | val_loss: 0.0311675 | Time: 1439.33 ms
[2021-10-07 04:26:01 main:581] : INFO : Epoch 1942 | loss: 0.0317792 | val_loss: 0.0327798 | Time: 1442.6 ms
[2021-10-07 04:26:03 main:581] : INFO : Epoch 1943 | loss: 0.0488218 | val_loss: 0.0350337 | Time: 1444.32 ms
[2021-10-07 04:26:04 main:581] : INFO : Epoch 1944 | loss: 0.0352236 | val_loss: 0.0320983 | Time: 1442.89 ms
[2021-10-07 04:26:06 main:581] : INFO : Epoch 1945 | loss: 0.0316939 | val_loss: 0.0314174 | Time: 1436.74 ms
[2021-10-07 04:26:07 main:581] : INFO : Epoch 1946 | loss: 0.0313041 | val_loss: 0.0312449 | Time: 1450.29 ms
[2021-10-07 04:26:09 main:581] : INFO : Epoch 1947 | loss: 0.0312456 | val_loss: 0.0312316 | Time: 1456.42 ms
[2021-10-07 04:26:10 main:581] : INFO : Epoch 1948 | loss: 0.0312281 | val_loss: 0.0312162 | Time: 1449.33 ms
[2021-10-07 04:26:12 main:581] : INFO : Epoch 1949 | loss: 0.0312142 | val_loss: 0.0312048 | Time: 1438.81 ms
[2021-10-07 04:26:13 main:581] : INFO : Epoch 1950 | loss: 0.0312068 | val_loss: 0.0312024 | Time: 1446.38 ms
[2021-10-07 04:26:14 main:581] : INFO : Epoch 1951 | loss: 0.0312057 | val_loss: 0.0312017 | Time: 1466.46 ms
[2021-10-07 04:26:16 main:581] : INFO : Epoch 1952 | loss: 0.0312049 | val_loss: 0.0312009 | Time: 1475.79 ms
[2021-10-07 04:26:17 main:581] : INFO : Epoch 1953 | loss: 0.0312046 | val_loss: 0.0312009 | Time: 1447.22 ms
[2021-10-07 04:26:19 main:581] : INFO : Epoch 1954 | loss: 0.0312045 | val_loss: 0.0312002 | Time: 1442.48 ms
[2021-10-07 04:26:20 main:581] : INFO : Epoch 1955 | loss: 0.0312039 | val_loss: 0.0312 | Time: 1461.16 ms
[2021-10-07 04:26:22 main:581] : INFO : Epoch 1956 | loss: 0.0312037 | val_loss: 0.0312004 | Time: 1459.62 ms
[2021-10-07 04:26:23 main:581] : INFO : Epoch 1957 | loss: 0.0312035 | val_loss: 0.0311994 | Time: 1466.68 ms
[2021-10-07 04:26:25 main:581] : INFO : Epoch 1958 | loss: 0.0312033 | val_loss: 0.0311993 | Time: 1462.3 ms
[2021-10-07 04:26:26 main:581] : INFO : Epoch 1959 | loss: 0.0312033 | val_loss: 0.0311992 | Time: 1457.8 ms
[2021-10-07 04:26:28 main:581] : INFO : Epoch 1960 | loss: 0.0312031 | val_loss: 0.0311991 | Time: 1458.71 ms
[2021-10-07 04:26:29 main:581] : INFO : Epoch 1961 | loss: 0.0312032 | val_loss: 0.0311991 | Time: 1450.95 ms
[2021-10-07 04:26:30 main:581] : INFO : Epoch 1962 | loss: 0.0312031 | val_loss: 0.0311991 | Time: 1451.64 ms
[2021-10-07 04:26:32 main:581] : INFO : Epoch 1963 | loss: 0.0312029 | val_loss: 0.0311988 | Time: 1453.38 ms
[2021-10-07 04:26:33 main:581] : INFO : Epoch 1964 | loss: 0.0312027 | val_loss: 0.0311988 | Time: 1465.5 ms
[2021-10-07 04:26:35 main:581] : INFO : Epoch 1965 | loss: 0.0312028 | val_loss: 0.0311992 | Time: 1440.59 ms
[2021-10-07 04:26:36 main:581] : INFO : Epoch 1966 | loss: 0.0312031 | val_loss: 0.0311988 | Time: 1465.66 ms
[2021-10-07 04:26:38 main:581] : INFO : Epoch 1967 | loss: 0.0312027 | val_loss: 0.0311989 | Time: 1478.51 ms
[2021-10-07 04:26:39 main:581] : INFO : Epoch 1968 | loss: 0.0312028 | val_loss: 0.0311987 | Time: 1440.94 ms
[2021-10-07 04:26:41 main:581] : INFO : Epoch 1969 | loss: 0.0312029 | val_loss: 0.031199 | Time: 1478.28 ms
[2021-10-07 04:26:42 main:581] : INFO : Epoch 1970 | loss: 0.0312025 | val_loss: 0.0311988 | Time: 1441.65 ms
[2021-10-07 04:26:44 main:581] : INFO : Epoch 1971 | loss: 0.0312029 | val_loss: 0.0311986 | Time: 1441.67 ms
[2021-10-07 04:26:45 main:581] : INFO : Epoch 1972 | loss: 0.0312025 | val_loss: 0.0311985 | Time: 1452.7 ms
[2021-10-07 04:26:46 main:581] : INFO : Epoch 1973 | loss: 0.0312025 | val_loss: 0.0311984 | Time: 1459.6 ms
[2021-10-07 04:26:48 main:581] : INFO : Epoch 1974 | loss: 0.0312025 | val_loss: 0.0311986 | Time: 1449.32 ms
[2021-10-07 04:26:49 main:581] : INFO : Epoch 1975 | loss: 0.0312026 | val_loss: 0.0311984 | Time: 1451.04 ms
[2021-10-07 04:26:51 main:581] : INFO : Epoch 1976 | loss: 0.0312026 | val_loss: 0.0311986 | Time: 1448.98 ms
[2021-10-07 04:26:52 main:581] : INFO : Epoch 1977 | loss: 0.0312024 | val_loss: 0.0311993 | Time: 1453.89 ms
[2021-10-07 04:26:54 main:581] : INFO : Epoch 1978 | loss: 0.0312026 | val_loss: 0.031199 | Time: 1437.82 ms
[2021-10-07 04:26:55 main:581] : INFO : Epoch 1979 | loss: 0.0312026 | val_loss: 0.031199 | Time: 1426.31 ms
[2021-10-07 04:26:57 main:581] : INFO : Epoch 1980 | loss: 0.0312024 | val_loss: 0.0311984 | Time: 1431.84 ms
[2021-10-07 04:26:58 main:581] : INFO : Epoch 1981 | loss: 0.0312025 | val_loss: 0.0311993 | Time: 1453.22 ms
[2021-10-07 04:27:00 main:581] : INFO : Epoch 1982 | loss: 0.0312027 | val_loss: 0.0311989 | Time: 1475.64 ms
[2021-10-07 04:27:01 main:581] : INFO : Epoch 1983 | loss: 0.031203 | val_loss: 0.0311986 | Time: 1445.44 ms
[2021-10-07 04:27:02 main:581] : INFO : Epoch 1984 | loss: 0.0312028 | val_loss: 0.0311985 | Time: 1448.47 ms
[2021-10-07 04:27:04 main:581] : INFO : Epoch 1985 | loss: 0.0312026 | val_loss: 0.0311983 | Time: 1462.51 ms
[2021-10-07 04:27:05 main:581] : INFO : Epoch 1986 | loss: 0.0312024 | val_loss: 0.0311987 | Time: 1446.43 ms
[2021-10-07 04:27:07 main:581] : INFO : Epoch 1987 | loss: 0.0312022 | val_loss: 0.0311998 | Time: 1441.77 ms
[2021-10-07 04:27:08 main:581] : INFO : Epoch 1988 | loss: 0.0312027 | val_loss: 0.0311983 | Time: 1419.87 ms
[2021-10-07 04:27:10 main:581] : INFO : Epoch 1989 | loss: 0.0312023 | val_loss: 0.0311983 | Time: 1452.75 ms
[2021-10-07 04:27:11 main:581] : INFO : Epoch 1990 | loss: 0.0312029 | val_loss: 0.0311984 | Time: 1463.62 ms
[2021-10-07 04:27:13 main:581] : INFO : Epoch 1991 | loss: 0.0312027 | val_loss: 0.0311984 | Time: 1438.86 ms
[2021-10-07 04:27:14 main:581] : INFO : Epoch 1992 | loss: 0.0312027 | val_loss: 0.0311996 | Time: 1446.89 ms
[2021-10-07 04:27:15 main:581] : INFO : Epoch 1993 | loss: 0.0312023 | val_loss: 0.0311983 | Time: 1441.97 ms
[2021-10-07 04:27:17 main:581] : INFO : Epoch 1994 | loss: 0.0312024 | val_loss: 0.0311984 | Time: 1440.63 ms
[2021-10-07 04:27:18 main:581] : INFO : Epoch 1995 | loss: 0.0312021 | val_loss: 0.0311986 | Time: 1452.62 ms
[2021-10-07 04:27:20 main:581] : INFO : Epoch 1996 | loss: 0.0312025 | val_loss: 0.0311982 | Time: 1454.59 ms
[2021-10-07 04:27:21 main:581] : INFO : Epoch 1997 | loss: 0.0312023 | val_loss: 0.0311985 | Time: 1466.06 ms
[2021-10-07 04:27:23 main:581] : INFO : Epoch 1998 | loss: 0.0312023 | val_loss: 0.031199 | Time: 1438.28 ms
[2021-10-07 04:27:24 main:581] : INFO : Epoch 1999 | loss: 0.0312029 | val_loss: 0.0311996 | Time: 1448.55 ms
[2021-10-07 04:27:26 main:581] : INFO : Epoch 2000 | loss: 0.0312025 | val_loss: 0.0311998 | Time: 1465.71 ms
[2021-10-07 04:27:27 main:581] : INFO : Epoch 2001 | loss: 0.0312025 | val_loss: 0.0311983 | Time: 1441.58 ms
[2021-10-07 04:27:29 main:581] : INFO : Epoch 2002 | loss: 0.0312032 | val_loss: 0.0311989 | Time: 1465.93 ms
[2021-10-07 04:27:30 main:581] : INFO : Epoch 2003 | loss: 0.0312022 | val_loss: 0.0311981 | Time: 1457.75 ms
[2021-10-07 04:27:31 main:581] : INFO : Epoch 2004 | loss: 0.0312024 | val_loss: 0.0311983 | Time: 1451.96 ms
[2021-10-07 04:27:33 main:581] : INFO : Epoch 2005 | loss: 0.0312021 | val_loss: 0.0311981 | Time: 1457.34 ms
[2021-10-07 04:27:34 main:581] : INFO : Epoch 2006 | loss: 0.031202 | val_loss: 0.0311982 | Time: 1462.97 ms
[2021-10-07 04:27:36 main:581] : INFO : Epoch 2007 | loss: 0.0312021 | val_loss: 0.0311982 | Time: 1443.38 ms
[2021-10-07 04:27:37 main:581] : INFO : Epoch 2008 | loss: 0.0312019 | val_loss: 0.0311983 | Time: 1463.59 ms
[2021-10-07 04:27:39 main:581] : INFO : Epoch 2009 | loss: 0.031202 | val_loss: 0.0311983 | Time: 1450.54 ms
[2021-10-07 04:27:40 main:581] : INFO : Epoch 2010 | loss: 0.0312024 | val_loss: 0.0311983 | Time: 1452.7 ms
[2021-10-07 04:27:42 main:581] : INFO : Epoch 2011 | loss: 0.0312028 | val_loss: 0.0311987 | Time: 1489.04 ms
[2021-10-07 04:27:43 main:581] : INFO : Epoch 2012 | loss: 0.0312023 | val_loss: 0.0311983 | Time: 1552.41 ms
[2021-10-07 04:27:45 main:581] : INFO : Epoch 2013 | loss: 0.0312023 | val_loss: 0.0311989 | Time: 1539.46 ms
[2021-10-07 04:27:46 main:581] : INFO : Epoch 2014 | loss: 0.0312023 | val_loss: 0.0311986 | Time: 1458.31 ms
[2021-10-07 04:27:48 main:581] : INFO : Epoch 2015 | loss: 0.0312029 | val_loss: 0.031199 | Time: 1433.88 ms
[2021-10-07 04:27:49 main:581] : INFO : Epoch 2016 | loss: 0.0312025 | val_loss: 0.0311985 | Time: 1447.64 ms
[2021-10-07 04:27:51 main:581] : INFO : Epoch 2017 | loss: 0.031202 | val_loss: 0.0311984 | Time: 1440.94 ms
[2021-10-07 04:27:52 main:581] : INFO : Epoch 2018 | loss: 0.0312019 | val_loss: 0.0311987 | Time: 1441.77 ms
[2021-10-07 04:27:53 main:581] : INFO : Epoch 2019 | loss: 0.0312023 | val_loss: 0.0311992 | Time: 1474.7 ms
[2021-10-07 04:27:55 main:581] : INFO : Epoch 2020 | loss: 0.0312025 | val_loss: 0.0311985 | Time: 1434.02 ms
[2021-10-07 04:27:56 main:581] : INFO : Epoch 2021 | loss: 0.0312023 | val_loss: 0.0311989 | Time: 1449.92 ms
[2021-10-07 04:27:58 main:581] : INFO : Epoch 2022 | loss: 0.0312023 | val_loss: 0.0311984 | Time: 1467.85 ms
[2021-10-07 04:27:59 main:581] : INFO : Epoch 2023 | loss: 0.0312026 | val_loss: 0.0311984 | Time: 1460.49 ms
[2021-10-07 04:28:01 main:581] : INFO : Epoch 2024 | loss: 0.0312019 | val_loss: 0.0311983 | Time: 1460.47 ms
[2021-10-07 04:28:02 main:581] : INFO : Epoch 2025 | loss: 0.0312021 | val_loss: 0.0311996 | Time: 1438.8 ms
[2021-10-07 04:28:04 main:581] : INFO : Epoch 2026 | loss: 0.0312026 | val_loss: 0.0311992 | Time: 1460.98 ms
[2021-10-07 04:28:05 main:581] : INFO : Epoch 2027 | loss: 0.0312024 | val_loss: 0.0311983 | Time: 1459.42 ms
[2021-10-07 04:28:07 main:581] : INFO : Epoch 2028 | loss: 0.0312017 | val_loss: 0.0311987 | Time: 1442.78 ms
[2021-10-07 04:28:08 main:581] : INFO : Epoch 2029 | loss: 0.0312017 | val_loss: 0.0311998 | Time: 1443.7 ms
[2021-10-07 04:28:09 main:581] : INFO : Epoch 2030 | loss: 0.0312019 | val_loss: 0.0312001 | Time: 1444.99 ms
[2021-10-07 04:28:11 main:581] : INFO : Epoch 2031 | loss: 0.0312024 | val_loss: 0.0311994 | Time: 1454.43 ms
[2021-10-07 04:28:12 main:581] : INFO : Epoch 2032 | loss: 0.031202 | val_loss: 0.0311987 | Time: 1447.05 ms
[2021-10-07 04:28:14 main:581] : INFO : Epoch 2033 | loss: 0.031202 | val_loss: 0.0311989 | Time: 1442.11 ms
[2021-10-07 04:28:15 main:581] : INFO : Epoch 2034 | loss: 0.0312018 | val_loss: 0.0312001 | Time: 1440.65 ms
[2021-10-07 04:28:17 main:581] : INFO : Epoch 2035 | loss: 0.0312019 | val_loss: 0.031198 | Time: 1440.03 ms
[2021-10-07 04:28:18 main:581] : INFO : Epoch 2036 | loss: 0.0312011 | val_loss: 0.0311976 | Time: 1461.48 ms
[2021-10-07 04:28:20 main:581] : INFO : Epoch 2037 | loss: 0.0312012 | val_loss: 0.0311986 | Time: 1450.48 ms
[2021-10-07 04:28:21 main:581] : INFO : Epoch 2038 | loss: 0.0312008 | val_loss: 0.0311976 | Time: 1468.47 ms
[2021-10-07 04:28:22 main:581] : INFO : Epoch 2039 | loss: 0.0312001 | val_loss: 0.0311968 | Time: 1446.17 ms
[2021-10-07 04:28:24 main:581] : INFO : Epoch 2040 | loss: 0.0311992 | val_loss: 0.0311952 | Time: 1436.81 ms
[2021-10-07 04:28:25 main:581] : INFO : Epoch 2041 | loss: 0.0311984 | val_loss: 0.0311946 | Time: 1440.69 ms
[2021-10-07 04:28:27 main:581] : INFO : Epoch 2042 | loss: 0.0311966 | val_loss: 0.0311943 | Time: 1440.41 ms
[2021-10-07 04:28:28 main:581] : INFO : Epoch 2043 | loss: 0.0311962 | val_loss: 0.0311946 | Time: 1452.86 ms
[2021-10-07 04:28:30 main:581] : INFO : Epoch 2044 | loss: 0.0311962 | val_loss: 0.0311937 | Time: 1453.34 ms
[2021-10-07 04:28:31 main:581] : INFO : Epoch 2045 | loss: 0.0311955 | val_loss: 0.0311937 | Time: 1425.11 ms
[2021-10-07 04:28:33 main:581] : INFO : Epoch 2046 | loss: 0.031196 | val_loss: 0.0311941 | Time: 1434.22 ms
[2021-10-07 04:28:34 main:581] : INFO : Epoch 2047 | loss: 0.0311954 | val_loss: 0.0311931 | Time: 1436.08 ms
[2021-10-07 04:28:35 main:581] : INFO : Epoch 2048 | loss: 0.031195 | val_loss: 0.0311927 | Time: 1515.65 ms
[2021-10-07 04:28:35 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311927
[2021-10-07 04:28:35 main:610] : INFO : Saving end state to config to file
[2021-10-07 04:28:35 main:615] : INFO : Success, exiting..
04:28:35 (755346): 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)