Task 13667330
| Name | ParityModified-1647040893-7876-2-0_0 |
| Workunit | 10759472 |
| Created | 23 Mar 2022, 15:31:53 UTC |
| Sent | 1 Apr 2022, 3:26:19 UTC |
| Report deadline | 9 Apr 2022, 3:26:19 UTC |
| Received | 1 Apr 2022, 6:30:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19105 |
| Run time | 51 min 28 sec |
| CPU time | 50 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,157.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031086 | val_loss: 0.0311563 | Time: 1208.09 ms
[2022-04-01 07:11:12 main:574] : INFO : Epoch 1543 | loss: 0.0310811 | val_loss: 0.0311531 | Time: 1226.36 ms
[2022-04-01 07:11:13 main:574] : INFO : Epoch 1544 | loss: 0.0310803 | val_loss: 0.0311582 | Time: 1247.06 ms
[2022-04-01 07:11:14 main:574] : INFO : Epoch 1545 | loss: 0.0310781 | val_loss: 0.0311511 | Time: 1254.34 ms
[2022-04-01 07:11:15 main:574] : INFO : Epoch 1546 | loss: 0.0310751 | val_loss: 0.0311576 | Time: 1257.22 ms
[2022-04-01 07:11:17 main:574] : INFO : Epoch 1547 | loss: 0.0310739 | val_loss: 0.0311604 | Time: 1252.54 ms
[2022-04-01 07:11:18 main:574] : INFO : Epoch 1548 | loss: 0.0310749 | val_loss: 0.0311671 | Time: 1220.02 ms
[2022-04-01 07:11:19 main:574] : INFO : Epoch 1549 | loss: 0.0310762 | val_loss: 0.0311629 | Time: 1221.86 ms
[2022-04-01 07:11:20 main:574] : INFO : Epoch 1550 | loss: 0.0310806 | val_loss: 0.0311523 | Time: 1225.04 ms
[2022-04-01 07:11:22 main:574] : INFO : Epoch 1551 | loss: 0.0310748 | val_loss: 0.0311532 | Time: 1243.33 ms
[2022-04-01 07:11:23 main:574] : INFO : Epoch 1552 | loss: 0.0310744 | val_loss: 0.0311607 | Time: 1225.2 ms
[2022-04-01 07:11:24 main:574] : INFO : Epoch 1553 | loss: 0.0310727 | val_loss: 0.0311604 | Time: 1238.78 ms
[2022-04-01 07:11:25 main:574] : INFO : Epoch 1554 | loss: 0.0310757 | val_loss: 0.031169 | Time: 1253.44 ms
[2022-04-01 07:11:27 main:574] : INFO : Epoch 1555 | loss: 0.0310759 | val_loss: 0.0311504 | Time: 1261.29 ms
[2022-04-01 07:11:28 main:574] : INFO : Epoch 1556 | loss: 0.0310742 | val_loss: 0.0311575 | Time: 1249.91 ms
[2022-04-01 07:11:29 main:574] : INFO : Epoch 1557 | loss: 0.0310723 | val_loss: 0.0311489 | Time: 1248.15 ms
[2022-04-01 07:11:30 main:574] : INFO : Epoch 1558 | loss: 0.0310706 | val_loss: 0.0311577 | Time: 1213.65 ms
[2022-04-01 07:11:32 main:574] : INFO : Epoch 1559 | loss: 0.0310684 | val_loss: 0.0311528 | Time: 1235.59 ms
[2022-04-01 07:11:33 main:574] : INFO : Epoch 1560 | loss: 0.0310702 | val_loss: 0.0311555 | Time: 1218.23 ms
[2022-04-01 07:11:34 main:574] : INFO : Epoch 1561 | loss: 0.0310715 | val_loss: 0.0311632 | Time: 1216.53 ms
[2022-04-01 07:11:35 main:574] : INFO : Epoch 1562 | loss: 0.0310725 | val_loss: 0.0311706 | Time: 1212.36 ms
[2022-04-01 07:11:36 main:574] : INFO : Epoch 1563 | loss: 0.0310713 | val_loss: 0.0311583 | Time: 1245.14 ms
[2022-04-01 07:11:38 main:574] : INFO : Epoch 1564 | loss: 0.0310727 | val_loss: 0.0311498 | Time: 1223.41 ms
[2022-04-01 07:11:39 main:574] : INFO : Epoch 1565 | loss: 0.0310693 | val_loss: 0.0311546 | Time: 1210.59 ms
[2022-04-01 07:11:40 main:574] : INFO : Epoch 1566 | loss: 0.031067 | val_loss: 0.0311523 | Time: 1219.69 ms
[2022-04-01 07:11:41 main:574] : INFO : Epoch 1567 | loss: 0.0310664 | val_loss: 0.0311541 | Time: 1247.81 ms
[2022-04-01 07:11:43 main:574] : INFO : Epoch 1568 | loss: 0.0310657 | val_loss: 0.0311628 | Time: 1270.69 ms
[2022-04-01 07:11:44 main:574] : INFO : Epoch 1569 | loss: 0.0310659 | val_loss: 0.0311544 | Time: 1232.38 ms
[2022-04-01 07:11:45 main:574] : INFO : Epoch 1570 | loss: 0.031074 | val_loss: 0.0311546 | Time: 1254.21 ms
[2022-04-01 07:11:46 main:574] : INFO : Epoch 1571 | loss: 0.0311115 | val_loss: 0.0311424 | Time: 1244.4 ms
[2022-04-01 07:11:48 main:574] : INFO : Epoch 1572 | loss: 0.031106 | val_loss: 0.0311468 | Time: 1240.48 ms
[2022-04-01 07:11:49 main:574] : INFO : Epoch 1573 | loss: 0.0310982 | val_loss: 0.031161 | Time: 1243.19 ms
[2022-04-01 07:11:50 main:574] : INFO : Epoch 1574 | loss: 0.0310908 | val_loss: 0.0311493 | Time: 1232.97 ms
[2022-04-01 07:11:51 main:574] : INFO : Epoch 1575 | loss: 0.031089 | val_loss: 0.0311475 | Time: 1250.08 ms
[2022-04-01 07:11:53 main:574] : INFO : Epoch 1576 | loss: 0.0310858 | val_loss: 0.0311608 | Time: 1265.99 ms
[2022-04-01 07:11:54 main:574] : INFO : Epoch 1577 | loss: 0.0310894 | val_loss: 0.0311647 | Time: 1228.36 ms
[2022-04-01 07:11:55 main:574] : INFO : Epoch 1578 | loss: 0.0310876 | val_loss: 0.031156 | Time: 1226.2 ms
[2022-04-01 07:11:56 main:574] : INFO : Epoch 1579 | loss: 0.0310827 | val_loss: 0.0311544 | Time: 1269.41 ms
[2022-04-01 07:11:58 main:574] : INFO : Epoch 1580 | loss: 0.031081 | val_loss: 0.0311625 | Time: 1241.23 ms
[2022-04-01 07:11:59 main:574] : INFO : Epoch 1581 | loss: 0.0310808 | val_loss: 0.0311524 | Time: 1243.07 ms
[2022-04-01 07:12:00 main:574] : INFO : Epoch 1582 | loss: 0.0310825 | val_loss: 0.0311497 | Time: 1222.94 ms
[2022-04-01 07:12:01 main:574] : INFO : Epoch 1583 | loss: 0.03108 | val_loss: 0.0311583 | Time: 1229.13 ms
[2022-04-01 07:12:03 main:574] : INFO : Epoch 1584 | loss: 0.0310793 | val_loss: 0.0311531 | Time: 1246.53 ms
[2022-04-01 07:12:04 main:574] : INFO : Epoch 1585 | loss: 0.0310785 | val_loss: 0.031154 | Time: 1219.88 ms
[2022-04-01 07:12:05 main:574] : INFO : Epoch 1586 | loss: 0.0310758 | val_loss: 0.0311614 | Time: 1234.52 ms
[2022-04-01 07:12:06 main:574] : INFO : Epoch 1587 | loss: 0.031077 | val_loss: 0.0311699 | Time: 1226.6 ms
[2022-04-01 07:12:08 main:574] : INFO : Epoch 1588 | loss: 0.0310835 | val_loss: 0.031168 | Time: 1232.85 ms
[2022-04-01 07:12:09 main:574] : INFO : Epoch 1589 | loss: 0.031078 | val_loss: 0.031158 | Time: 1228.39 ms
[2022-04-01 07:12:10 main:574] : INFO : Epoch 1590 | loss: 0.0310844 | val_loss: 0.0311614 | Time: 1202.73 ms
[2022-04-01 07:12:11 main:574] : INFO : Epoch 1591 | loss: 0.0311127 | val_loss: 0.0311476 | Time: 1240.53 ms
[2022-04-01 07:12:12 main:574] : INFO : Epoch 1592 | loss: 0.0311061 | val_loss: 0.0311579 | Time: 1218.82 ms
[2022-04-01 07:12:14 main:574] : INFO : Epoch 1593 | loss: 0.031097 | val_loss: 0.0311592 | Time: 1214.88 ms
[2022-04-01 07:12:15 main:574] : INFO : Epoch 1594 | loss: 0.0310917 | val_loss: 0.0311575 | Time: 1216.66 ms
[2022-04-01 07:12:16 main:574] : INFO : Epoch 1595 | loss: 0.0310881 | val_loss: 0.0311706 | Time: 1230.36 ms
[2022-04-01 07:12:17 main:574] : INFO : Epoch 1596 | loss: 0.0310869 | val_loss: 0.0311584 | Time: 1239.67 ms
[2022-04-01 07:12:19 main:574] : INFO : Epoch 1597 | loss: 0.0310852 | val_loss: 0.031159 | Time: 1227.27 ms
[2022-04-01 07:12:20 main:574] : INFO : Epoch 1598 | loss: 0.0310824 | val_loss: 0.0311628 | Time: 1227.26 ms
[2022-04-01 07:12:21 main:574] : INFO : Epoch 1599 | loss: 0.0310901 | val_loss: 0.0311504 | Time: 1217.08 ms
[2022-04-01 07:12:22 main:574] : INFO : Epoch 1600 | loss: 0.0311573 | val_loss: 0.031152 | Time: 1241.86 ms
[2022-04-01 07:12:24 main:574] : INFO : Epoch 1601 | loss: 0.0311483 | val_loss: 0.0311434 | Time: 1238.41 ms
[2022-04-01 07:12:25 main:574] : INFO : Epoch 1602 | loss: 0.0311383 | val_loss: 0.031145 | Time: 1207.56 ms
[2022-04-01 07:12:26 main:574] : INFO : Epoch 1603 | loss: 0.031126 | val_loss: 0.0311451 | Time: 1225.55 ms
[2022-04-01 07:12:27 main:574] : INFO : Epoch 1604 | loss: 0.031116 | val_loss: 0.0311511 | Time: 1257.88 ms
[2022-04-01 07:12:29 main:574] : INFO : Epoch 1605 | loss: 0.0311106 | val_loss: 0.0311429 | Time: 1281.46 ms
[2022-04-01 07:12:30 main:574] : INFO : Epoch 1606 | loss: 0.0311079 | val_loss: 0.0311487 | Time: 1248.66 ms
[2022-04-01 07:12:31 main:574] : INFO : Epoch 1607 | loss: 0.0311048 | val_loss: 0.031148 | Time: 1237.43 ms
[2022-04-01 07:12:32 main:574] : INFO : Epoch 1608 | loss: 0.0311009 | val_loss: 0.0311537 | Time: 1232.44 ms
[2022-04-01 07:12:33 main:574] : INFO : Epoch 1609 | loss: 0.031099 | val_loss: 0.0311469 | Time: 1217.2 ms
[2022-04-01 07:12:35 main:574] : INFO : Epoch 1610 | loss: 0.0310951 | val_loss: 0.0311433 | Time: 1235.63 ms
[2022-04-01 07:12:36 main:574] : INFO : Epoch 1611 | loss: 0.0310948 | val_loss: 0.0311565 | Time: 1237.77 ms
[2022-04-01 07:12:37 main:574] : INFO : Epoch 1612 | loss: 0.0310926 | val_loss: 0.0311452 | Time: 1231.39 ms
[2022-04-01 07:12:38 main:574] : INFO : Epoch 1613 | loss: 0.031092 | val_loss: 0.0311481 | Time: 1242.02 ms
[2022-04-01 07:12:40 main:574] : INFO : Epoch 1614 | loss: 0.031093 | val_loss: 0.0311525 | Time: 1237.5 ms
[2022-04-01 07:12:41 main:574] : INFO : Epoch 1615 | loss: 0.0310908 | val_loss: 0.0311611 | Time: 1219.99 ms
[2022-04-01 07:12:42 main:574] : INFO : Epoch 1616 | loss: 0.0310899 | val_loss: 0.0311565 | Time: 1211.84 ms
[2022-04-01 07:12:43 main:574] : INFO : Epoch 1617 | loss: 0.0310898 | val_loss: 0.0311564 | Time: 1219.53 ms
[2022-04-01 07:12:45 main:574] : INFO : Epoch 1618 | loss: 0.0310902 | val_loss: 0.0311625 | Time: 1209.16 ms
[2022-04-01 07:12:46 main:574] : INFO : Epoch 1619 | loss: 0.03109 | val_loss: 0.0311595 | Time: 1222.58 ms
[2022-04-01 07:12:47 main:574] : INFO : Epoch 1620 | loss: 0.031091 | val_loss: 0.0311608 | Time: 1250.42 ms
[2022-04-01 07:12:48 main:574] : INFO : Epoch 1621 | loss: 0.0310856 | val_loss: 0.031157 | Time: 1250.45 ms
[2022-04-01 07:12:50 main:574] : INFO : Epoch 1622 | loss: 0.0310852 | val_loss: 0.0311583 | Time: 1247.83 ms
[2022-04-01 07:12:51 main:574] : INFO : Epoch 1623 | loss: 0.0310876 | val_loss: 0.0311604 | Time: 1226.61 ms
[2022-04-01 07:12:52 main:574] : INFO : Epoch 1624 | loss: 0.0310862 | val_loss: 0.0311508 | Time: 1236.78 ms
[2022-04-01 07:12:53 main:574] : INFO : Epoch 1625 | loss: 0.0310871 | val_loss: 0.0311531 | Time: 1232.79 ms
[2022-04-01 07:12:55 main:574] : INFO : Epoch 1626 | loss: 0.0310856 | val_loss: 0.0311574 | Time: 1225.47 ms
[2022-04-01 07:12:56 main:574] : INFO : Epoch 1627 | loss: 0.0310844 | val_loss: 0.0311615 | Time: 1238.63 ms
[2022-04-01 07:12:57 main:574] : INFO : Epoch 1628 | loss: 0.0310831 | val_loss: 0.0311607 | Time: 1226.99 ms
[2022-04-01 07:12:58 main:574] : INFO : Epoch 1629 | loss: 0.0310803 | val_loss: 0.0311528 | Time: 1250.31 ms
[2022-04-01 07:12:59 main:574] : INFO : Epoch 1630 | loss: 0.0310821 | val_loss: 0.0311621 | Time: 1225.77 ms
[2022-04-01 07:13:01 main:574] : INFO : Epoch 1631 | loss: 0.0310812 | val_loss: 0.0311668 | Time: 1235.92 ms
[2022-04-01 07:13:02 main:574] : INFO : Epoch 1632 | loss: 0.0310809 | val_loss: 0.0311579 | Time: 1215.15 ms
[2022-04-01 07:13:03 main:574] : INFO : Epoch 1633 | loss: 0.0310845 | val_loss: 0.031159 | Time: 1216.49 ms
[2022-04-01 07:13:04 main:574] : INFO : Epoch 1634 | loss: 0.0310827 | val_loss: 0.0311542 | Time: 1241.61 ms
[2022-04-01 07:13:06 main:574] : INFO : Epoch 1635 | loss: 0.0310824 | val_loss: 0.0311547 | Time: 1219.16 ms
[2022-04-01 07:13:07 main:574] : INFO : Epoch 1636 | loss: 0.0310813 | val_loss: 0.0311523 | Time: 1199.71 ms
[2022-04-01 07:13:08 main:574] : INFO : Epoch 1637 | loss: 0.0310802 | val_loss: 0.0311502 | Time: 1225.8 ms
[2022-04-01 07:13:09 main:574] : INFO : Epoch 1638 | loss: 0.0310772 | val_loss: 0.0311525 | Time: 1214.53 ms
[2022-04-01 07:13:10 main:574] : INFO : Epoch 1639 | loss: 0.0310767 | val_loss: 0.0311549 | Time: 1219.36 ms
[2022-04-01 07:13:12 main:574] : INFO : Epoch 1640 | loss: 0.0310841 | val_loss: 0.0311578 | Time: 1207.48 ms
[2022-04-01 07:13:13 main:574] : INFO : Epoch 1641 | loss: 0.0310824 | val_loss: 0.0311479 | Time: 1217.22 ms
[2022-04-01 07:13:14 main:574] : INFO : Epoch 1642 | loss: 0.0310777 | val_loss: 0.0311557 | Time: 1226 ms
[2022-04-01 07:13:15 main:574] : INFO : Epoch 1643 | loss: 0.0310766 | val_loss: 0.0311561 | Time: 1252.72 ms
[2022-04-01 07:13:17 main:574] : INFO : Epoch 1644 | loss: 0.0310759 | val_loss: 0.0311531 | Time: 1244.35 ms
[2022-04-01 07:13:18 main:574] : INFO : Epoch 1645 | loss: 0.0310765 | val_loss: 0.0311498 | Time: 1229.24 ms
[2022-04-01 07:13:19 main:574] : INFO : Epoch 1646 | loss: 0.0310762 | val_loss: 0.0311622 | Time: 1243.53 ms
[2022-04-01 07:13:20 main:574] : INFO : Epoch 1647 | loss: 0.0310733 | val_loss: 0.0311526 | Time: 1221.2 ms
[2022-04-01 07:13:22 main:574] : INFO : Epoch 1648 | loss: 0.0310728 | val_loss: 0.0311618 | Time: 1266.06 ms
[2022-04-01 07:13:23 main:574] : INFO : Epoch 1649 | loss: 0.0310759 | val_loss: 0.0311597 | Time: 1250.86 ms
[2022-04-01 07:13:24 main:574] : INFO : Epoch 1650 | loss: 0.0310786 | val_loss: 0.0311564 | Time: 1248.89 ms
[2022-04-01 07:13:25 main:574] : INFO : Epoch 1651 | loss: 0.031073 | val_loss: 0.0311566 | Time: 1255.27 ms
[2022-04-01 07:13:27 main:574] : INFO : Epoch 1652 | loss: 0.0310791 | val_loss: 0.0311619 | Time: 1305.26 ms
[2022-04-01 07:13:28 main:574] : INFO : Epoch 1653 | loss: 0.0310794 | val_loss: 0.0311534 | Time: 1226.29 ms
[2022-04-01 07:13:29 main:574] : INFO : Epoch 1654 | loss: 0.0310867 | val_loss: 0.0311677 | Time: 1221.12 ms
[2022-04-01 07:13:30 main:574] : INFO : Epoch 1655 | loss: 0.0310856 | val_loss: 0.031162 | Time: 1292.25 ms
[2022-04-01 07:13:32 main:574] : INFO : Epoch 1656 | loss: 0.0310834 | val_loss: 0.0311533 | Time: 1247.69 ms
[2022-04-01 07:13:33 main:574] : INFO : Epoch 1657 | loss: 0.0310801 | val_loss: 0.0311582 | Time: 1251.93 ms
[2022-04-01 07:13:34 main:574] : INFO : Epoch 1658 | loss: 0.0310794 | val_loss: 0.0311534 | Time: 1208.06 ms
[2022-04-01 07:13:35 main:574] : INFO : Epoch 1659 | loss: 0.0310774 | val_loss: 0.0311495 | Time: 1204.48 ms
[2022-04-01 07:13:37 main:574] : INFO : Epoch 1660 | loss: 0.0310778 | val_loss: 0.0311539 | Time: 1216.43 ms
[2022-04-01 07:13:38 main:574] : INFO : Epoch 1661 | loss: 0.0310829 | val_loss: 0.0311516 | Time: 1209.99 ms
[2022-04-01 07:13:39 main:574] : INFO : Epoch 1662 | loss: 0.031091 | val_loss: 0.0311621 | Time: 1241.51 ms
[2022-04-01 07:13:40 main:574] : INFO : Epoch 1663 | loss: 0.0310903 | val_loss: 0.0311585 | Time: 1242.4 ms
[2022-04-01 07:13:42 main:574] : INFO : Epoch 1664 | loss: 0.0310975 | val_loss: 0.0311528 | Time: 1241.43 ms
[2022-04-01 07:13:43 main:574] : INFO : Epoch 1665 | loss: 0.031118 | val_loss: 0.0311511 | Time: 1213.79 ms
[2022-04-01 07:13:44 main:574] : INFO : Epoch 1666 | loss: 0.0311096 | val_loss: 0.0311463 | Time: 1199.59 ms
[2022-04-01 07:13:45 main:574] : INFO : Epoch 1667 | loss: 0.0311017 | val_loss: 0.0311465 | Time: 1220.9 ms
[2022-04-01 07:13:46 main:574] : INFO : Epoch 1668 | loss: 0.0310946 | val_loss: 0.0311515 | Time: 1218.19 ms
[2022-04-01 07:13:48 main:574] : INFO : Epoch 1669 | loss: 0.0310917 | val_loss: 0.0311519 | Time: 1218.14 ms
[2022-04-01 07:13:49 main:574] : INFO : Epoch 1670 | loss: 0.031095 | val_loss: 0.0311444 | Time: 1235.54 ms
[2022-04-01 07:13:50 main:574] : INFO : Epoch 1671 | loss: 0.0310924 | val_loss: 0.0311379 | Time: 1264.07 ms
[2022-04-01 07:13:51 main:574] : INFO : Epoch 1672 | loss: 0.0310893 | val_loss: 0.0311497 | Time: 1219.79 ms
[2022-04-01 07:13:53 main:574] : INFO : Epoch 1673 | loss: 0.0310908 | val_loss: 0.0311584 | Time: 1242.26 ms
[2022-04-01 07:13:54 main:574] : INFO : Epoch 1674 | loss: 0.0310852 | val_loss: 0.0311569 | Time: 1235.15 ms
[2022-04-01 07:13:55 main:574] : INFO : Epoch 1675 | loss: 0.0310842 | val_loss: 0.0311536 | Time: 1230.25 ms
[2022-04-01 07:13:56 main:574] : INFO : Epoch 1676 | loss: 0.0310804 | val_loss: 0.0311577 | Time: 1246.61 ms
[2022-04-01 07:13:58 main:574] : INFO : Epoch 1677 | loss: 0.0310784 | val_loss: 0.0311578 | Time: 1226.86 ms
[2022-04-01 07:13:59 main:574] : INFO : Epoch 1678 | loss: 0.0310839 | val_loss: 0.0311537 | Time: 1259.39 ms
[2022-04-01 07:14:00 main:574] : INFO : Epoch 1679 | loss: 0.0310821 | val_loss: 0.0311521 | Time: 1236.42 ms
[2022-04-01 07:14:01 main:574] : INFO : Epoch 1680 | loss: 0.0310961 | val_loss: 0.0311556 | Time: 1241.81 ms
[2022-04-01 07:14:03 main:574] : INFO : Epoch 1681 | loss: 0.0310964 | val_loss: 0.0311517 | Time: 1257.31 ms
[2022-04-01 07:14:04 main:574] : INFO : Epoch 1682 | loss: 0.0310883 | val_loss: 0.0311545 | Time: 1219.79 ms
[2022-04-01 07:14:05 main:574] : INFO : Epoch 1683 | loss: 0.0310821 | val_loss: 0.0311596 | Time: 1220.02 ms
[2022-04-01 07:14:06 main:574] : INFO : Epoch 1684 | loss: 0.0310846 | val_loss: 0.0311514 | Time: 1205.88 ms
[2022-04-01 07:14:07 main:574] : INFO : Epoch 1685 | loss: 0.0310875 | val_loss: 0.031147 | Time: 1217.08 ms
[2022-04-01 07:14:09 main:574] : INFO : Epoch 1686 | loss: 0.0310953 | val_loss: 0.0311556 | Time: 1209.8 ms
[2022-04-01 07:14:10 main:574] : INFO : Epoch 1687 | loss: 0.0310926 | val_loss: 0.0311512 | Time: 1227.14 ms
[2022-04-01 07:14:11 main:574] : INFO : Epoch 1688 | loss: 0.0310877 | val_loss: 0.0311546 | Time: 1204.41 ms
[2022-04-01 07:14:12 main:574] : INFO : Epoch 1689 | loss: 0.0310829 | val_loss: 0.0311491 | Time: 1225.28 ms
[2022-04-01 07:14:14 main:574] : INFO : Epoch 1690 | loss: 0.0310813 | val_loss: 0.0311551 | Time: 1228.54 ms
[2022-04-01 07:14:15 main:574] : INFO : Epoch 1691 | loss: 0.0310845 | val_loss: 0.0311606 | Time: 1207.33 ms
[2022-04-01 07:14:16 main:574] : INFO : Epoch 1692 | loss: 0.031086 | val_loss: 0.0311536 | Time: 1228.29 ms
[2022-04-01 07:14:17 main:574] : INFO : Epoch 1693 | loss: 0.0310797 | val_loss: 0.0311522 | Time: 1226.69 ms
[2022-04-01 07:14:19 main:574] : INFO : Epoch 1694 | loss: 0.0310794 | val_loss: 0.0311506 | Time: 1203.59 ms
[2022-04-01 07:14:20 main:574] : INFO : Epoch 1695 | loss: 0.0310774 | val_loss: 0.031154 | Time: 1222.26 ms
[2022-04-01 07:14:21 main:574] : INFO : Epoch 1696 | loss: 0.0310759 | val_loss: 0.0311551 | Time: 1211.75 ms
[2022-04-01 07:14:22 main:574] : INFO : Epoch 1697 | loss: 0.0310752 | val_loss: 0.0311629 | Time: 1230.53 ms
[2022-04-01 07:14:23 main:574] : INFO : Epoch 1698 | loss: 0.0310749 | val_loss: 0.0311611 | Time: 1239.49 ms
[2022-04-01 07:14:25 main:574] : INFO : Epoch 1699 | loss: 0.0310774 | val_loss: 0.0311599 | Time: 1215.44 ms
[2022-04-01 07:14:26 main:574] : INFO : Epoch 1700 | loss: 0.0310774 | val_loss: 0.0311589 | Time: 1268.63 ms
[2022-04-01 07:14:27 main:574] : INFO : Epoch 1701 | loss: 0.0310758 | val_loss: 0.0311703 | Time: 1238.86 ms
[2022-04-01 07:14:28 main:574] : INFO : Epoch 1702 | loss: 0.0310749 | val_loss: 0.0311642 | Time: 1262.38 ms
[2022-04-01 07:14:30 main:574] : INFO : Epoch 1703 | loss: 0.0310746 | val_loss: 0.0311626 | Time: 1220.98 ms
[2022-04-01 07:14:31 main:574] : INFO : Epoch 1704 | loss: 0.0310745 | val_loss: 0.0311575 | Time: 1244.31 ms
[2022-04-01 07:14:32 main:574] : INFO : Epoch 1705 | loss: 0.0310747 | val_loss: 0.0311572 | Time: 1221.8 ms
[2022-04-01 07:14:33 main:574] : INFO : Epoch 1706 | loss: 0.0310755 | val_loss: 0.0311682 | Time: 1249.62 ms
[2022-04-01 07:14:35 main:574] : INFO : Epoch 1707 | loss: 0.0310768 | val_loss: 0.0311734 | Time: 1255.89 ms
[2022-04-01 07:14:36 main:574] : INFO : Epoch 1708 | loss: 0.0310762 | val_loss: 0.0311765 | Time: 1204.46 ms
[2022-04-01 07:14:37 main:574] : INFO : Epoch 1709 | loss: 0.0310722 | val_loss: 0.0311634 | Time: 1214.22 ms
[2022-04-01 07:14:38 main:574] : INFO : Epoch 1710 | loss: 0.0310719 | val_loss: 0.0311645 | Time: 1207.37 ms
[2022-04-01 07:14:40 main:574] : INFO : Epoch 1711 | loss: 0.0310696 | val_loss: 0.0311688 | Time: 1217.48 ms
[2022-04-01 07:14:41 main:574] : INFO : Epoch 1712 | loss: 0.0310693 | val_loss: 0.0311682 | Time: 1214.07 ms
[2022-04-01 07:14:42 main:574] : INFO : Epoch 1713 | loss: 0.0310685 | val_loss: 0.0311599 | Time: 1201.47 ms
[2022-04-01 07:14:43 main:574] : INFO : Epoch 1714 | loss: 0.0310705 | val_loss: 0.0311651 | Time: 1194.76 ms
[2022-04-01 07:14:44 main:574] : INFO : Epoch 1715 | loss: 0.0310732 | val_loss: 0.0311617 | Time: 1205.64 ms
[2022-04-01 07:14:46 main:574] : INFO : Epoch 1716 | loss: 0.0310719 | val_loss: 0.0311648 | Time: 1218.99 ms
[2022-04-01 07:14:47 main:574] : INFO : Epoch 1717 | loss: 0.0310707 | val_loss: 0.0311605 | Time: 1196.13 ms
[2022-04-01 07:14:48 main:574] : INFO : Epoch 1718 | loss: 0.031073 | val_loss: 0.0311577 | Time: 1196.64 ms
[2022-04-01 07:14:49 main:574] : INFO : Epoch 1719 | loss: 0.0310759 | val_loss: 0.0311669 | Time: 1212.47 ms
[2022-04-01 07:14:50 main:574] : INFO : Epoch 1720 | loss: 0.0310805 | val_loss: 0.0311625 | Time: 1195.81 ms
[2022-04-01 07:14:52 main:574] : INFO : Epoch 1721 | loss: 0.0310822 | val_loss: 0.0311619 | Time: 1199.74 ms
[2022-04-01 07:14:53 main:574] : INFO : Epoch 1722 | loss: 0.0310812 | val_loss: 0.0311581 | Time: 1239.91 ms
[2022-04-01 07:14:54 main:574] : INFO : Epoch 1723 | loss: 0.0310773 | val_loss: 0.0311616 | Time: 1217.88 ms
[2022-04-01 07:14:55 main:574] : INFO : Epoch 1724 | loss: 0.0310758 | val_loss: 0.0311579 | Time: 1228.48 ms
[2022-04-01 07:14:57 main:574] : INFO : Epoch 1725 | loss: 0.0310785 | val_loss: 0.031161 | Time: 1233.77 ms
[2022-04-01 07:14:58 main:574] : INFO : Epoch 1726 | loss: 0.0310747 | val_loss: 0.0311642 | Time: 1225.37 ms
[2022-04-01 07:14:59 main:574] : INFO : Epoch 1727 | loss: 0.0310751 | val_loss: 0.0311666 | Time: 1237.51 ms
[2022-04-01 07:15:00 main:574] : INFO : Epoch 1728 | loss: 0.0310749 | val_loss: 0.0311711 | Time: 1235.97 ms
[2022-04-01 07:15:02 main:574] : INFO : Epoch 1729 | loss: 0.0310793 | val_loss: 0.0311703 | Time: 1254.95 ms
[2022-04-01 07:15:03 main:574] : INFO : Epoch 1730 | loss: 0.031077 | val_loss: 0.0311671 | Time: 1244.92 ms
[2022-04-01 07:15:04 main:574] : INFO : Epoch 1731 | loss: 0.0310763 | val_loss: 0.0311611 | Time: 1218.22 ms
[2022-04-01 07:15:05 main:574] : INFO : Epoch 1732 | loss: 0.0310811 | val_loss: 0.031166 | Time: 1240.88 ms
[2022-04-01 07:15:06 main:574] : INFO : Epoch 1733 | loss: 0.0310816 | val_loss: 0.0311583 | Time: 1215.57 ms
[2022-04-01 07:15:08 main:574] : INFO : Epoch 1734 | loss: 0.031079 | val_loss: 0.0311571 | Time: 1257.73 ms
[2022-04-01 07:15:09 main:574] : INFO : Epoch 1735 | loss: 0.0310822 | val_loss: 0.031154 | Time: 1219.86 ms
[2022-04-01 07:15:10 main:574] : INFO : Epoch 1736 | loss: 0.0310857 | val_loss: 0.0311563 | Time: 1238.38 ms
[2022-04-01 07:15:11 main:574] : INFO : Epoch 1737 | loss: 0.0310846 | val_loss: 0.0311554 | Time: 1243.4 ms
[2022-04-01 07:15:13 main:574] : INFO : Epoch 1738 | loss: 0.0310813 | val_loss: 0.0311521 | Time: 1244.62 ms
[2022-04-01 07:15:14 main:574] : INFO : Epoch 1739 | loss: 0.0310813 | val_loss: 0.0311649 | Time: 1238.29 ms
[2022-04-01 07:15:15 main:574] : INFO : Epoch 1740 | loss: 0.0310772 | val_loss: 0.0311585 | Time: 1243.41 ms
[2022-04-01 07:15:16 main:574] : INFO : Epoch 1741 | loss: 0.0310749 | val_loss: 0.0311568 | Time: 1220.96 ms
[2022-04-01 07:15:18 main:574] : INFO : Epoch 1742 | loss: 0.0310759 | val_loss: 0.0311639 | Time: 1233.92 ms
[2022-04-01 07:15:19 main:574] : INFO : Epoch 1743 | loss: 0.0310841 | val_loss: 0.0311607 | Time: 1209.74 ms
[2022-04-01 07:15:20 main:574] : INFO : Epoch 1744 | loss: 0.0310824 | val_loss: 0.031163 | Time: 1241.38 ms
[2022-04-01 07:15:21 main:574] : INFO : Epoch 1745 | loss: 0.0310784 | val_loss: 0.0311593 | Time: 1230.65 ms
[2022-04-01 07:15:23 main:574] : INFO : Epoch 1746 | loss: 0.0310787 | val_loss: 0.031149 | Time: 1228.76 ms
[2022-04-01 07:15:24 main:574] : INFO : Epoch 1747 | loss: 0.0310756 | val_loss: 0.0311558 | Time: 1227.95 ms
[2022-04-01 07:15:25 main:574] : INFO : Epoch 1748 | loss: 0.0310738 | val_loss: 0.0311625 | Time: 1234.37 ms
[2022-04-01 07:15:26 main:574] : INFO : Epoch 1749 | loss: 0.031075 | val_loss: 0.03116 | Time: 1209.7 ms
[2022-04-01 07:15:27 main:574] : INFO : Epoch 1750 | loss: 0.0310728 | val_loss: 0.0311696 | Time: 1216.63 ms
[2022-04-01 07:15:29 main:574] : INFO : Epoch 1751 | loss: 0.0310755 | val_loss: 0.0311809 | Time: 1271.28 ms
[2022-04-01 07:15:30 main:574] : INFO : Epoch 1752 | loss: 0.031075 | val_loss: 0.0311581 | Time: 1239.5 ms
[2022-04-01 07:15:31 main:574] : INFO : Epoch 1753 | loss: 0.0310734 | val_loss: 0.0311567 | Time: 1228.23 ms
[2022-04-01 07:15:33 main:574] : INFO : Epoch 1754 | loss: 0.0310732 | val_loss: 0.0311672 | Time: 1262.11 ms
[2022-04-01 07:15:34 main:574] : INFO : Epoch 1755 | loss: 0.0311365 | val_loss: 0.0311639 | Time: 1261.49 ms
[2022-04-01 07:15:35 main:574] : INFO : Epoch 1756 | loss: 0.0311611 | val_loss: 0.0311532 | Time: 1237.07 ms
[2022-04-01 07:15:36 main:574] : INFO : Epoch 1757 | loss: 0.0311518 | val_loss: 0.0311486 | Time: 1259.04 ms
[2022-04-01 07:15:38 main:574] : INFO : Epoch 1758 | loss: 0.031146 | val_loss: 0.0311433 | Time: 1271.34 ms
[2022-04-01 07:15:39 main:574] : INFO : Epoch 1759 | loss: 0.0311386 | val_loss: 0.031144 | Time: 1231.4 ms
[2022-04-01 07:15:40 main:574] : INFO : Epoch 1760 | loss: 0.0311369 | val_loss: 0.0311457 | Time: 1250.78 ms
[2022-04-01 07:15:41 main:574] : INFO : Epoch 1761 | loss: 0.0311329 | val_loss: 0.0311437 | Time: 1234.64 ms
[2022-04-01 07:15:42 main:574] : INFO : Epoch 1762 | loss: 0.0311294 | val_loss: 0.0311427 | Time: 1211.72 ms
[2022-04-01 07:15:44 main:574] : INFO : Epoch 1763 | loss: 0.0311274 | val_loss: 0.0311506 | Time: 1240.98 ms
[2022-04-01 07:15:45 main:574] : INFO : Epoch 1764 | loss: 0.0311271 | val_loss: 0.0311447 | Time: 1236.18 ms
[2022-04-01 07:15:46 main:574] : INFO : Epoch 1765 | loss: 0.0311267 | val_loss: 0.0311455 | Time: 1243.38 ms
[2022-04-01 07:15:47 main:574] : INFO : Epoch 1766 | loss: 0.0311234 | val_loss: 0.0311429 | Time: 1243.92 ms
[2022-04-01 07:15:49 main:574] : INFO : Epoch 1767 | loss: 0.0311218 | val_loss: 0.0311432 | Time: 1230.7 ms
[2022-04-01 07:15:50 main:574] : INFO : Epoch 1768 | loss: 0.0311212 | val_loss: 0.0311464 | Time: 1234.99 ms
[2022-04-01 07:15:51 main:574] : INFO : Epoch 1769 | loss: 0.031122 | val_loss: 0.0311488 | Time: 1215.34 ms
[2022-04-01 07:15:52 main:574] : INFO : Epoch 1770 | loss: 0.0311191 | val_loss: 0.0311444 | Time: 1220.1 ms
[2022-04-01 07:15:54 main:574] : INFO : Epoch 1771 | loss: 0.0311192 | val_loss: 0.0311412 | Time: 1216.73 ms
[2022-04-01 07:15:55 main:574] : INFO : Epoch 1772 | loss: 0.0311166 | val_loss: 0.0311443 | Time: 1221.17 ms
[2022-04-01 07:15:56 main:574] : INFO : Epoch 1773 | loss: 0.0311153 | val_loss: 0.0311414 | Time: 1253.47 ms
[2022-04-01 07:15:57 main:574] : INFO : Epoch 1774 | loss: 0.0311149 | val_loss: 0.031144 | Time: 1251.7 ms
[2022-04-01 07:15:59 main:574] : INFO : Epoch 1775 | loss: 0.0311151 | val_loss: 0.0311439 | Time: 1235.63 ms
[2022-04-01 07:16:00 main:574] : INFO : Epoch 1776 | loss: 0.0311134 | val_loss: 0.0311445 | Time: 1225.64 ms
[2022-04-01 07:16:01 main:574] : INFO : Epoch 1777 | loss: 0.031114 | val_loss: 0.0311436 | Time: 1246.97 ms
[2022-04-01 07:16:02 main:574] : INFO : Epoch 1778 | loss: 0.0311153 | val_loss: 0.0311481 | Time: 1211.07 ms
[2022-04-01 07:16:04 main:574] : INFO : Epoch 1779 | loss: 0.0311141 | val_loss: 0.0311466 | Time: 1238.81 ms
[2022-04-01 07:16:05 main:574] : INFO : Epoch 1780 | loss: 0.0311121 | val_loss: 0.0311452 | Time: 1238.45 ms
[2022-04-01 07:16:06 main:574] : INFO : Epoch 1781 | loss: 0.0311119 | val_loss: 0.0311491 | Time: 1242.9 ms
[2022-04-01 07:16:07 main:574] : INFO : Epoch 1782 | loss: 0.0311102 | val_loss: 0.0311505 | Time: 1230.98 ms
[2022-04-01 07:16:08 main:574] : INFO : Epoch 1783 | loss: 0.0311092 | val_loss: 0.0311472 | Time: 1238.47 ms
[2022-04-01 07:16:10 main:574] : INFO : Epoch 1784 | loss: 0.0311084 | val_loss: 0.0311456 | Time: 1215.66 ms
[2022-04-01 07:16:11 main:574] : INFO : Epoch 1785 | loss: 0.0311084 | val_loss: 0.0311469 | Time: 1218.52 ms
[2022-04-01 07:16:12 main:574] : INFO : Epoch 1786 | loss: 0.031108 | val_loss: 0.0311496 | Time: 1221.23 ms
[2022-04-01 07:16:13 main:574] : INFO : Epoch 1787 | loss: 0.0311101 | val_loss: 0.031159 | Time: 1210.55 ms
[2022-04-01 07:16:15 main:574] : INFO : Epoch 1788 | loss: 0.0311104 | val_loss: 0.0311511 | Time: 1229.71 ms
[2022-04-01 07:16:16 main:574] : INFO : Epoch 1789 | loss: 0.0311073 | val_loss: 0.0311453 | Time: 1231.54 ms
[2022-04-01 07:16:17 main:574] : INFO : Epoch 1790 | loss: 0.031107 | val_loss: 0.0311444 | Time: 1235.81 ms
[2022-04-01 07:16:18 main:574] : INFO : Epoch 1791 | loss: 0.0311086 | val_loss: 0.0311502 | Time: 1226.48 ms
[2022-04-01 07:16:20 main:574] : INFO : Epoch 1792 | loss: 0.0311085 | val_loss: 0.0311488 | Time: 1218.51 ms
[2022-04-01 07:16:21 main:574] : INFO : Epoch 1793 | loss: 0.031107 | val_loss: 0.0311506 | Time: 1218.63 ms
[2022-04-01 07:16:22 main:574] : INFO : Epoch 1794 | loss: 0.0311058 | val_loss: 0.0311509 | Time: 1221.11 ms
[2022-04-01 07:16:23 main:574] : INFO : Epoch 1795 | loss: 0.031107 | val_loss: 0.0311465 | Time: 1239.53 ms
[2022-04-01 07:16:24 main:574] : INFO : Epoch 1796 | loss: 0.0311083 | val_loss: 0.0311448 | Time: 1238.16 ms
[2022-04-01 07:16:26 main:574] : INFO : Epoch 1797 | loss: 0.0311065 | val_loss: 0.0311431 | Time: 1234.29 ms
[2022-04-01 07:16:27 main:574] : INFO : Epoch 1798 | loss: 0.0311064 | val_loss: 0.0311496 | Time: 1228.32 ms
[2022-04-01 07:16:28 main:574] : INFO : Epoch 1799 | loss: 0.0311047 | val_loss: 0.0311452 | Time: 1204.93 ms
[2022-04-01 07:16:29 main:574] : INFO : Epoch 1800 | loss: 0.0311036 | val_loss: 0.0311447 | Time: 1241.52 ms
[2022-04-01 07:16:31 main:574] : INFO : Epoch 1801 | loss: 0.0311035 | val_loss: 0.0311461 | Time: 1236.15 ms
[2022-04-01 07:16:32 main:574] : INFO : Epoch 1802 | loss: 0.0311033 | val_loss: 0.0311497 | Time: 1237.64 ms
[2022-04-01 07:16:33 main:574] : INFO : Epoch 1803 | loss: 0.0311061 | val_loss: 0.031147 | Time: 1266.52 ms
[2022-04-01 07:16:34 main:574] : INFO : Epoch 1804 | loss: 0.0311044 | val_loss: 0.0311463 | Time: 1273.91 ms
[2022-04-01 07:16:36 main:574] : INFO : Epoch 1805 | loss: 0.0311086 | val_loss: 0.0311519 | Time: 1256.12 ms
[2022-04-01 07:16:37 main:574] : INFO : Epoch 1806 | loss: 0.0311075 | val_loss: 0.0311466 | Time: 1249.99 ms
[2022-04-01 07:16:38 main:574] : INFO : Epoch 1807 | loss: 0.0311066 | val_loss: 0.0311468 | Time: 1256.02 ms
[2022-04-01 07:16:39 main:574] : INFO : Epoch 1808 | loss: 0.0311075 | val_loss: 0.0311441 | Time: 1219.61 ms
[2022-04-01 07:16:41 main:574] : INFO : Epoch 1809 | loss: 0.0311039 | val_loss: 0.0311429 | Time: 1247.68 ms
[2022-04-01 07:16:42 main:574] : INFO : Epoch 1810 | loss: 0.0311027 | val_loss: 0.0311426 | Time: 1232.34 ms
[2022-04-01 07:16:43 main:574] : INFO : Epoch 1811 | loss: 0.0311012 | val_loss: 0.0311487 | Time: 1237.88 ms
[2022-04-01 07:16:44 main:574] : INFO : Epoch 1812 | loss: 0.0310992 | val_loss: 0.031148 | Time: 1218.91 ms
[2022-04-01 07:16:46 main:574] : INFO : Epoch 1813 | loss: 0.0310983 | val_loss: 0.0311486 | Time: 1200.57 ms
[2022-04-01 07:16:47 main:574] : INFO : Epoch 1814 | loss: 0.0310998 | val_loss: 0.0311475 | Time: 1226.58 ms
[2022-04-01 07:16:48 main:574] : INFO : Epoch 1815 | loss: 0.0311003 | val_loss: 0.0311508 | Time: 1238.58 ms
[2022-04-01 07:16:49 main:574] : INFO : Epoch 1816 | loss: 0.031102 | val_loss: 0.0311468 | Time: 1224 ms
[2022-04-01 07:16:51 main:574] : INFO : Epoch 1817 | loss: 0.0311031 | val_loss: 0.0311515 | Time: 1254.17 ms
[2022-04-01 07:16:52 main:574] : INFO : Epoch 1818 | loss: 0.0310993 | val_loss: 0.0311511 | Time: 1236.41 ms
[2022-04-01 07:16:53 main:574] : INFO : Epoch 1819 | loss: 0.0311003 | val_loss: 0.0311549 | Time: 1214.9 ms
[2022-04-01 07:16:54 main:574] : INFO : Epoch 1820 | loss: 0.0310983 | val_loss: 0.0311489 | Time: 1236.9 ms
[2022-04-01 07:16:56 main:574] : INFO : Epoch 1821 | loss: 0.0310979 | val_loss: 0.0311523 | Time: 1206.97 ms
[2022-04-01 07:16:57 main:574] : INFO : Epoch 1822 | loss: 0.0310966 | val_loss: 0.0311471 | Time: 1205.24 ms
[2022-04-01 07:16:58 main:574] : INFO : Epoch 1823 | loss: 0.0310947 | val_loss: 0.0311485 | Time: 1202.81 ms
[2022-04-01 07:16:59 main:574] : INFO : Epoch 1824 | loss: 0.0310952 | val_loss: 0.0311522 | Time: 1222.94 ms
[2022-04-01 07:17:00 main:574] : INFO : Epoch 1825 | loss: 0.0311008 | val_loss: 0.0311533 | Time: 1250.99 ms
[2022-04-01 07:17:02 main:574] : INFO : Epoch 1826 | loss: 0.0310986 | val_loss: 0.0311493 | Time: 1216.95 ms
[2022-04-01 07:17:03 main:574] : INFO : Epoch 1827 | loss: 0.0310995 | val_loss: 0.0311516 | Time: 1240.02 ms
[2022-04-01 07:17:04 main:574] : INFO : Epoch 1828 | loss: 0.0310963 | val_loss: 0.0311442 | Time: 1205.17 ms
[2022-04-01 07:17:05 main:574] : INFO : Epoch 1829 | loss: 0.0310973 | val_loss: 0.0311538 | Time: 1246.31 ms
[2022-04-01 07:17:07 main:574] : INFO : Epoch 1830 | loss: 0.0310974 | val_loss: 0.0311521 | Time: 1230.3 ms
[2022-04-01 07:17:08 main:574] : INFO : Epoch 1831 | loss: 0.0310944 | val_loss: 0.0311535 | Time: 1227.81 ms
[2022-04-01 07:17:09 main:574] : INFO : Epoch 1832 | loss: 0.0310982 | val_loss: 0.0311458 | Time: 1241.52 ms
[2022-04-01 07:17:10 main:574] : INFO : Epoch 1833 | loss: 0.0310975 | val_loss: 0.0311494 | Time: 1240.15 ms
[2022-04-01 07:17:12 main:574] : INFO : Epoch 1834 | loss: 0.0310977 | val_loss: 0.0311445 | Time: 1239.3 ms
[2022-04-01 07:17:13 main:574] : INFO : Epoch 1835 | loss: 0.0310949 | val_loss: 0.0311441 | Time: 1213.48 ms
[2022-04-01 07:17:14 main:574] : INFO : Epoch 1836 | loss: 0.0310934 | val_loss: 0.0311517 | Time: 1229.24 ms
[2022-04-01 07:17:15 main:574] : INFO : Epoch 1837 | loss: 0.0310968 | val_loss: 0.0311483 | Time: 1231.13 ms
[2022-04-01 07:17:16 main:574] : INFO : Epoch 1838 | loss: 0.0310988 | val_loss: 0.0311461 | Time: 1236.76 ms
[2022-04-01 07:17:18 main:574] : INFO : Epoch 1839 | loss: 0.0311001 | val_loss: 0.0311477 | Time: 1223.4 ms
[2022-04-01 07:17:19 main:574] : INFO : Epoch 1840 | loss: 0.0311027 | val_loss: 0.0311552 | Time: 1207.78 ms
[2022-04-01 07:17:20 main:574] : INFO : Epoch 1841 | loss: 0.0311147 | val_loss: 0.0311449 | Time: 1212.17 ms
[2022-04-01 07:17:21 main:574] : INFO : Epoch 1842 | loss: 0.0311034 | val_loss: 0.0311443 | Time: 1205.31 ms
[2022-04-01 07:17:23 main:574] : INFO : Epoch 1843 | loss: 0.0310986 | val_loss: 0.0311425 | Time: 1204.98 ms
[2022-04-01 07:17:24 main:574] : INFO : Epoch 1844 | loss: 0.031097 | val_loss: 0.0311457 | Time: 1222.1 ms
[2022-04-01 07:17:25 main:574] : INFO : Epoch 1845 | loss: 0.0310971 | val_loss: 0.0311469 | Time: 1204.45 ms
[2022-04-01 07:17:26 main:574] : INFO : Epoch 1846 | loss: 0.0310959 | val_loss: 0.0311425 | Time: 1224.5 ms
[2022-04-01 07:17:27 main:574] : INFO : Epoch 1847 | loss: 0.0311001 | val_loss: 0.0311472 | Time: 1224.65 ms
[2022-04-01 07:17:29 main:574] : INFO : Epoch 1848 | loss: 0.0310996 | val_loss: 0.0311466 | Time: 1225.53 ms
[2022-04-01 07:17:30 main:574] : INFO : Epoch 1849 | loss: 0.0310973 | val_loss: 0.031143 | Time: 1220.8 ms
[2022-04-01 07:17:31 main:574] : INFO : Epoch 1850 | loss: 0.0310977 | val_loss: 0.0311449 | Time: 1211.58 ms
[2022-04-01 07:17:32 main:574] : INFO : Epoch 1851 | loss: 0.0310949 | val_loss: 0.0311475 | Time: 1221.9 ms
[2022-04-01 07:17:34 main:574] : INFO : Epoch 1852 | loss: 0.0310927 | val_loss: 0.031148 | Time: 1242.98 ms
[2022-04-01 07:17:35 main:574] : INFO : Epoch 1853 | loss: 0.0310901 | val_loss: 0.0311405 | Time: 1243.37 ms
[2022-04-01 07:17:36 main:574] : INFO : Epoch 1854 | loss: 0.0310929 | val_loss: 0.0311512 | Time: 1269.62 ms
[2022-04-01 07:17:37 main:574] : INFO : Epoch 1855 | loss: 0.0310932 | val_loss: 0.0311419 | Time: 1259.46 ms
[2022-04-01 07:17:39 main:574] : INFO : Epoch 1856 | loss: 0.031092 | val_loss: 0.0311459 | Time: 1247.17 ms
[2022-04-01 07:17:40 main:574] : INFO : Epoch 1857 | loss: 0.0310912 | val_loss: 0.0311438 | Time: 1249.13 ms
[2022-04-01 07:17:41 main:574] : INFO : Epoch 1858 | loss: 0.0310907 | val_loss: 0.0311574 | Time: 1209.03 ms
[2022-04-01 07:17:42 main:574] : INFO : Epoch 1859 | loss: 0.0310925 | val_loss: 0.0311515 | Time: 1219.69 ms
[2022-04-01 07:17:44 main:574] : INFO : Epoch 1860 | loss: 0.0310897 | val_loss: 0.0311448 | Time: 1228.51 ms
[2022-04-01 07:17:45 main:574] : INFO : Epoch 1861 | loss: 0.0310884 | val_loss: 0.0311497 | Time: 1231.53 ms
[2022-04-01 07:17:46 main:574] : INFO : Epoch 1862 | loss: 0.0310888 | val_loss: 0.0311444 | Time: 1264.9 ms
[2022-04-01 07:17:47 main:574] : INFO : Epoch 1863 | loss: 0.0310885 | val_loss: 0.0311464 | Time: 1238.81 ms
[2022-04-01 07:17:49 main:574] : INFO : Epoch 1864 | loss: 0.0310942 | val_loss: 0.0311467 | Time: 1242.46 ms
[2022-04-01 07:17:50 main:574] : INFO : Epoch 1865 | loss: 0.0310914 | val_loss: 0.0311422 | Time: 1213.17 ms
[2022-04-01 07:17:51 main:574] : INFO : Epoch 1866 | loss: 0.0310906 | val_loss: 0.0311458 | Time: 1205.5 ms
[2022-04-01 07:17:52 main:574] : INFO : Epoch 1867 | loss: 0.0310902 | val_loss: 0.0311497 | Time: 1233.22 ms
[2022-04-01 07:17:53 main:574] : INFO : Epoch 1868 | loss: 0.0310941 | val_loss: 0.0311469 | Time: 1247.24 ms
[2022-04-01 07:17:55 main:574] : INFO : Epoch 1869 | loss: 0.0310886 | val_loss: 0.0311505 | Time: 1220.81 ms
[2022-04-01 07:17:56 main:574] : INFO : Epoch 1870 | loss: 0.0310877 | val_loss: 0.0311448 | Time: 1241.5 ms
[2022-04-01 07:17:57 main:574] : INFO : Epoch 1871 | loss: 0.0310872 | val_loss: 0.0311465 | Time: 1216.3 ms
[2022-04-01 07:17:58 main:574] : INFO : Epoch 1872 | loss: 0.03109 | val_loss: 0.0311544 | Time: 1228.38 ms
[2022-04-01 07:18:00 main:574] : INFO : Epoch 1873 | loss: 0.0310881 | val_loss: 0.0311422 | Time: 1213.29 ms
[2022-04-01 07:18:01 main:574] : INFO : Epoch 1874 | loss: 0.0310848 | val_loss: 0.0311481 | Time: 1226.09 ms
[2022-04-01 07:18:02 main:574] : INFO : Epoch 1875 | loss: 0.0310839 | val_loss: 0.031147 | Time: 1232.62 ms
[2022-04-01 07:18:03 main:574] : INFO : Epoch 1876 | loss: 0.0310841 | val_loss: 0.0311538 | Time: 1241.28 ms
[2022-04-01 07:18:05 main:574] : INFO : Epoch 1877 | loss: 0.0310884 | val_loss: 0.0311483 | Time: 1243.54 ms
[2022-04-01 07:18:06 main:574] : INFO : Epoch 1878 | loss: 0.0310864 | val_loss: 0.0311523 | Time: 1221.89 ms
[2022-04-01 07:18:07 main:574] : INFO : Epoch 1879 | loss: 0.0310855 | val_loss: 0.0311459 | Time: 1244.97 ms
[2022-04-01 07:18:08 main:574] : INFO : Epoch 1880 | loss: 0.0310844 | val_loss: 0.0311561 | Time: 1231.04 ms
[2022-04-01 07:18:09 main:574] : INFO : Epoch 1881 | loss: 0.0310853 | val_loss: 0.0311548 | Time: 1228.47 ms
[2022-04-01 07:18:11 main:574] : INFO : Epoch 1882 | loss: 0.0310849 | val_loss: 0.0311496 | Time: 1234.06 ms
[2022-04-01 07:18:12 main:574] : INFO : Epoch 1883 | loss: 0.0310858 | val_loss: 0.0311579 | Time: 1255.34 ms
[2022-04-01 07:18:13 main:574] : INFO : Epoch 1884 | loss: 0.0310898 | val_loss: 0.0311534 | Time: 1236.85 ms
[2022-04-01 07:18:14 main:574] : INFO : Epoch 1885 | loss: 0.0310889 | val_loss: 0.0311444 | Time: 1248.19 ms
[2022-04-01 07:18:16 main:574] : INFO : Epoch 1886 | loss: 0.031088 | val_loss: 0.0311488 | Time: 1228.44 ms
[2022-04-01 07:18:17 main:574] : INFO : Epoch 1887 | loss: 0.0310953 | val_loss: 0.031141 | Time: 1220.34 ms
[2022-04-01 07:18:18 main:574] : INFO : Epoch 1888 | loss: 0.0310928 | val_loss: 0.0311435 | Time: 1199.88 ms
[2022-04-01 07:18:19 main:574] : INFO : Epoch 1889 | loss: 0.0310898 | val_loss: 0.0311423 | Time: 1224.7 ms
[2022-04-01 07:18:21 main:574] : INFO : Epoch 1890 | loss: 0.0310878 | val_loss: 0.0311447 | Time: 1223.32 ms
[2022-04-01 07:18:22 main:574] : INFO : Epoch 1891 | loss: 0.0310867 | val_loss: 0.0311442 | Time: 1234.85 ms
[2022-04-01 07:18:23 main:574] : INFO : Epoch 1892 | loss: 0.0310874 | val_loss: 0.0311446 | Time: 1200.48 ms
[2022-04-01 07:18:24 main:574] : INFO : Epoch 1893 | loss: 0.0310881 | val_loss: 0.0311491 | Time: 1229.8 ms
[2022-04-01 07:18:26 main:574] : INFO : Epoch 1894 | loss: 0.0310881 | val_loss: 0.0311564 | Time: 1230.27 ms
[2022-04-01 07:18:27 main:574] : INFO : Epoch 1895 | loss: 0.0310858 | val_loss: 0.0311447 | Time: 1204.89 ms
[2022-04-01 07:18:28 main:574] : INFO : Epoch 1896 | loss: 0.0310848 | val_loss: 0.0311498 | Time: 1242.23 ms
[2022-04-01 07:18:29 main:574] : INFO : Epoch 1897 | loss: 0.0310849 | val_loss: 0.0311486 | Time: 1224.15 ms
[2022-04-01 07:18:30 main:574] : INFO : Epoch 1898 | loss: 0.0310839 | val_loss: 0.0311517 | Time: 1237.64 ms
[2022-04-01 07:18:32 main:574] : INFO : Epoch 1899 | loss: 0.0310838 | val_loss: 0.0311515 | Time: 1233.29 ms
[2022-04-01 07:18:33 main:574] : INFO : Epoch 1900 | loss: 0.0310822 | val_loss: 0.0311494 | Time: 1227.12 ms
[2022-04-01 07:18:34 main:574] : INFO : Epoch 1901 | loss: 0.0310819 | val_loss: 0.031146 | Time: 1232.12 ms
[2022-04-01 07:18:35 main:574] : INFO : Epoch 1902 | loss: 0.0310803 | val_loss: 0.0311543 | Time: 1210.29 ms
[2022-04-01 07:18:37 main:574] : INFO : Epoch 1903 | loss: 0.0310815 | val_loss: 0.0311524 | Time: 1249.62 ms
[2022-04-01 07:18:38 main:574] : INFO : Epoch 1904 | loss: 0.0310816 | val_loss: 0.0311594 | Time: 1261.88 ms
[2022-04-01 07:18:39 main:574] : INFO : Epoch 1905 | loss: 0.0310831 | val_loss: 0.0311523 | Time: 1297.7 ms
[2022-04-01 07:18:40 main:574] : INFO : Epoch 1906 | loss: 0.0310819 | val_loss: 0.0311486 | Time: 1291.32 ms
[2022-04-01 07:18:42 main:574] : INFO : Epoch 1907 | loss: 0.0310823 | val_loss: 0.0311602 | Time: 1265.15 ms
[2022-04-01 07:18:43 main:574] : INFO : Epoch 1908 | loss: 0.0310835 | val_loss: 0.0311461 | Time: 1261.16 ms
[2022-04-01 07:18:44 main:574] : INFO : Epoch 1909 | loss: 0.0310841 | val_loss: 0.0311484 | Time: 1215.32 ms
[2022-04-01 07:18:45 main:574] : INFO : Epoch 1910 | loss: 0.0310855 | val_loss: 0.0311508 | Time: 1223.97 ms
[2022-04-01 07:18:47 main:574] : INFO : Epoch 1911 | loss: 0.0310878 | val_loss: 0.0311508 | Time: 1215.13 ms
[2022-04-01 07:18:48 main:574] : INFO : Epoch 1912 | loss: 0.0310817 | val_loss: 0.0311587 | Time: 1244.44 ms
[2022-04-01 07:18:49 main:574] : INFO : Epoch 1913 | loss: 0.0310863 | val_loss: 0.0311527 | Time: 1231.8 ms
[2022-04-01 07:18:50 main:574] : INFO : Epoch 1914 | loss: 0.031086 | val_loss: 0.0311495 | Time: 1248.7 ms
[2022-04-01 07:18:52 main:574] : INFO : Epoch 1915 | loss: 0.0310838 | val_loss: 0.0311543 | Time: 1227.26 ms
[2022-04-01 07:18:53 main:574] : INFO : Epoch 1916 | loss: 0.031083 | val_loss: 0.0311489 | Time: 1220.04 ms
[2022-04-01 07:18:54 main:574] : INFO : Epoch 1917 | loss: 0.0310836 | val_loss: 0.0311535 | Time: 1235.52 ms
[2022-04-01 07:18:55 main:574] : INFO : Epoch 1918 | loss: 0.0310838 | val_loss: 0.031149 | Time: 1220.37 ms
[2022-04-01 07:18:57 main:574] : INFO : Epoch 1919 | loss: 0.0310979 | val_loss: 0.0311513 | Time: 1235.2 ms
[2022-04-01 07:18:58 main:574] : INFO : Epoch 1920 | loss: 0.0310902 | val_loss: 0.0311441 | Time: 1242.67 ms
[2022-04-01 07:18:59 main:574] : INFO : Epoch 1921 | loss: 0.0310919 | val_loss: 0.031149 | Time: 1230.48 ms
[2022-04-01 07:19:00 main:574] : INFO : Epoch 1922 | loss: 0.0310882 | val_loss: 0.0311566 | Time: 1236.1 ms
[2022-04-01 07:19:02 main:574] : INFO : Epoch 1923 | loss: 0.0310843 | val_loss: 0.0311605 | Time: 1229.95 ms
[2022-04-01 07:19:03 main:574] : INFO : Epoch 1924 | loss: 0.0310911 | val_loss: 0.0311455 | Time: 1234.19 ms
[2022-04-01 07:19:04 main:574] : INFO : Epoch 1925 | loss: 0.0310874 | val_loss: 0.0311429 | Time: 1217.43 ms
[2022-04-01 07:19:05 main:574] : INFO : Epoch 1926 | loss: 0.0310867 | val_loss: 0.0311483 | Time: 1214.42 ms
[2022-04-01 07:19:06 main:574] : INFO : Epoch 1927 | loss: 0.0310884 | val_loss: 0.0311468 | Time: 1242.94 ms
[2022-04-01 07:19:08 main:574] : INFO : Epoch 1928 | loss: 0.0310993 | val_loss: 0.0311447 | Time: 1238.1 ms
[2022-04-01 07:19:09 main:574] : INFO : Epoch 1929 | loss: 0.0311722 | val_loss: 0.0319284 | Time: 1224.02 ms
[2022-04-01 07:19:10 main:574] : INFO : Epoch 1930 | loss: 0.0358811 | val_loss: 0.0364687 | Time: 1226.06 ms
[2022-04-01 07:19:11 main:574] : INFO : Epoch 1931 | loss: 0.0335071 | val_loss: 0.0313526 | Time: 1207.08 ms
[2022-04-01 07:19:13 main:574] : INFO : Epoch 1932 | loss: 0.0315339 | val_loss: 0.0314073 | Time: 1223.22 ms
[2022-04-01 07:19:14 main:574] : INFO : Epoch 1933 | loss: 0.0313017 | val_loss: 0.0312684 | Time: 1216.73 ms
[2022-04-01 07:19:15 main:574] : INFO : Epoch 1934 | loss: 0.0312556 | val_loss: 0.0312488 | Time: 1229.03 ms
[2022-04-01 07:19:16 main:574] : INFO : Epoch 1935 | loss: 0.0312432 | val_loss: 0.0312392 | Time: 1243.87 ms
[2022-04-01 07:19:18 main:574] : INFO : Epoch 1936 | loss: 0.0312346 | val_loss: 0.0312298 | Time: 1237.94 ms
[2022-04-01 07:19:19 main:574] : INFO : Epoch 1937 | loss: 0.0312221 | val_loss: 0.0312109 | Time: 1231.36 ms
[2022-04-01 07:19:20 main:574] : INFO : Epoch 1938 | loss: 0.0312059 | val_loss: 0.031195 | Time: 1216.14 ms
[2022-04-01 07:19:21 main:574] : INFO : Epoch 1939 | loss: 0.0311969 | val_loss: 0.0311891 | Time: 1233.48 ms
[2022-04-01 07:19:22 main:574] : INFO : Epoch 1940 | loss: 0.0311938 | val_loss: 0.0311869 | Time: 1247.63 ms
[2022-04-01 07:19:24 main:574] : INFO : Epoch 1941 | loss: 0.0311919 | val_loss: 0.0311856 | Time: 1213.5 ms
[2022-04-01 07:19:25 main:574] : INFO : Epoch 1942 | loss: 0.0311901 | val_loss: 0.0311838 | Time: 1231.04 ms
[2022-04-01 07:19:26 main:574] : INFO : Epoch 1943 | loss: 0.031189 | val_loss: 0.0311836 | Time: 1238.59 ms
[2022-04-01 07:19:27 main:574] : INFO : Epoch 1944 | loss: 0.031189 | val_loss: 0.0311848 | Time: 1207.75 ms
[2022-04-01 07:19:29 main:574] : INFO : Epoch 1945 | loss: 0.0311885 | val_loss: 0.0311834 | Time: 1228.48 ms
[2022-04-01 07:19:30 main:574] : INFO : Epoch 1946 | loss: 0.0311886 | val_loss: 0.0311819 | Time: 1238.85 ms
[2022-04-01 07:19:31 main:574] : INFO : Epoch 1947 | loss: 0.0311866 | val_loss: 0.031181 | Time: 1232.31 ms
[2022-04-01 07:19:32 main:574] : INFO : Epoch 1948 | loss: 0.0311845 | val_loss: 0.0311786 | Time: 1231.86 ms
[2022-04-01 07:19:34 main:574] : INFO : Epoch 1949 | loss: 0.0311829 | val_loss: 0.0311771 | Time: 1239.15 ms
[2022-04-01 07:19:35 main:574] : INFO : Epoch 1950 | loss: 0.0311798 | val_loss: 0.0311744 | Time: 1215.7 ms
[2022-04-01 07:19:36 main:574] : INFO : Epoch 1951 | loss: 0.0311761 | val_loss: 0.0311729 | Time: 1199.3 ms
[2022-04-01 07:19:37 main:574] : INFO : Epoch 1952 | loss: 0.0311736 | val_loss: 0.0311684 | Time: 1212.13 ms
[2022-04-01 07:19:38 main:574] : INFO : Epoch 1953 | loss: 0.0311678 | val_loss: 0.0311629 | Time: 1232.1 ms
[2022-04-01 07:19:40 main:574] : INFO : Epoch 1954 | loss: 0.0311632 | val_loss: 0.0311592 | Time: 1244.43 ms
[2022-04-01 07:19:41 main:574] : INFO : Epoch 1955 | loss: 0.0311546 | val_loss: 0.0311575 | Time: 1311.17 ms
[2022-04-01 07:19:42 main:574] : INFO : Epoch 1956 | loss: 0.0311486 | val_loss: 0.0311491 | Time: 1284.85 ms
[2022-04-01 07:19:44 main:574] : INFO : Epoch 1957 | loss: 0.0311432 | val_loss: 0.031147 | Time: 1315.85 ms
[2022-04-01 07:19:45 main:574] : INFO : Epoch 1958 | loss: 0.031139 | val_loss: 0.0311459 | Time: 1249.61 ms
[2022-04-01 07:19:46 main:574] : INFO : Epoch 1959 | loss: 0.0311356 | val_loss: 0.0311425 | Time: 1241.54 ms
[2022-04-01 07:19:47 main:574] : INFO : Epoch 1960 | loss: 0.0311283 | val_loss: 0.031144 | Time: 1215.58 ms
[2022-04-01 07:19:49 main:574] : INFO : Epoch 1961 | loss: 0.0311278 | val_loss: 0.0311413 | Time: 1232.01 ms
[2022-04-01 07:19:50 main:574] : INFO : Epoch 1962 | loss: 0.0311251 | val_loss: 0.0311443 | Time: 1212.99 ms
[2022-04-01 07:19:51 main:574] : INFO : Epoch 1963 | loss: 0.0311221 | val_loss: 0.0311412 | Time: 1231.67 ms
[2022-04-01 07:19:52 main:574] : INFO : Epoch 1964 | loss: 0.0311189 | val_loss: 0.0311447 | Time: 1243.97 ms
[2022-04-01 07:19:54 main:574] : INFO : Epoch 1965 | loss: 0.0311205 | val_loss: 0.0311425 | Time: 1247.01 ms
[2022-04-01 07:19:55 main:574] : INFO : Epoch 1966 | loss: 0.0311203 | val_loss: 0.031142 | Time: 1232.22 ms
[2022-04-01 07:19:56 main:574] : INFO : Epoch 1967 | loss: 0.0311178 | val_loss: 0.031141 | Time: 1237.15 ms
[2022-04-01 07:19:57 main:574] : INFO : Epoch 1968 | loss: 0.0311186 | val_loss: 0.0311432 | Time: 1247.5 ms
[2022-04-01 07:19:59 main:574] : INFO : Epoch 1969 | loss: 0.0311154 | val_loss: 0.0311405 | Time: 1223.49 ms
[2022-04-01 07:20:00 main:574] : INFO : Epoch 1970 | loss: 0.0311188 | val_loss: 0.0311465 | Time: 1223.92 ms
[2022-04-01 07:20:01 main:574] : INFO : Epoch 1971 | loss: 0.0311181 | val_loss: 0.0311405 | Time: 1243.42 ms
[2022-04-01 07:20:02 main:574] : INFO : Epoch 1972 | loss: 0.0311173 | val_loss: 0.0311414 | Time: 1269.84 ms
[2022-04-01 07:20:04 main:574] : INFO : Epoch 1973 | loss: 0.0311144 | val_loss: 0.0311387 | Time: 1228.19 ms
[2022-04-01 07:20:05 main:574] : INFO : Epoch 1974 | loss: 0.0311148 | val_loss: 0.03114 | Time: 1257.04 ms
[2022-04-01 07:20:06 main:574] : INFO : Epoch 1975 | loss: 0.0311168 | val_loss: 0.0311425 | Time: 1198.23 ms
[2022-04-01 07:20:07 main:574] : INFO : Epoch 1976 | loss: 0.0311181 | val_loss: 0.0311403 | Time: 1239.7 ms
[2022-04-01 07:20:08 main:574] : INFO : Epoch 1977 | loss: 0.0311212 | val_loss: 0.0311385 | Time: 1235.95 ms
[2022-04-01 07:20:10 main:574] : INFO : Epoch 1978 | loss: 0.0311193 | val_loss: 0.0311405 | Time: 1248.22 ms
[2022-04-01 07:20:11 main:574] : INFO : Epoch 1979 | loss: 0.0311197 | val_loss: 0.0311426 | Time: 1234.34 ms
[2022-04-01 07:20:12 main:574] : INFO : Epoch 1980 | loss: 0.0311163 | val_loss: 0.0311404 | Time: 1243.13 ms
[2022-04-01 07:20:13 main:574] : INFO : Epoch 1981 | loss: 0.0311151 | val_loss: 0.0311391 | Time: 1219.4 ms
[2022-04-01 07:20:15 main:574] : INFO : Epoch 1982 | loss: 0.0311288 | val_loss: 0.031144 | Time: 1225.44 ms
[2022-04-01 07:20:16 main:574] : INFO : Epoch 1983 | loss: 0.0311372 | val_loss: 0.0311393 | Time: 1222.67 ms
[2022-04-01 07:20:17 main:574] : INFO : Epoch 1984 | loss: 0.03113 | val_loss: 0.0311381 | Time: 1224.26 ms
[2022-04-01 07:20:18 main:574] : INFO : Epoch 1985 | loss: 0.0311275 | val_loss: 0.0311359 | Time: 1219.91 ms
[2022-04-01 07:20:20 main:574] : INFO : Epoch 1986 | loss: 0.0311243 | val_loss: 0.0311352 | Time: 1257.9 ms
[2022-04-01 07:20:21 main:574] : INFO : Epoch 1987 | loss: 0.0311239 | val_loss: 0.0311442 | Time: 1218.52 ms
[2022-04-01 07:20:22 main:574] : INFO : Epoch 1988 | loss: 0.0311345 | val_loss: 0.0311587 | Time: 1208.73 ms
[2022-04-01 07:20:23 main:574] : INFO : Epoch 1989 | loss: 0.031143 | val_loss: 0.0311597 | Time: 1228.7 ms
[2022-04-01 07:20:25 main:574] : INFO : Epoch 1990 | loss: 0.0311372 | val_loss: 0.031152 | Time: 1233.71 ms
[2022-04-01 07:20:26 main:574] : INFO : Epoch 1991 | loss: 0.031135 | val_loss: 0.0311502 | Time: 1226.24 ms
[2022-04-01 07:20:27 main:574] : INFO : Epoch 1992 | loss: 0.0311301 | val_loss: 0.0311449 | Time: 1253.25 ms
[2022-04-01 07:20:28 main:574] : INFO : Epoch 1993 | loss: 0.0311299 | val_loss: 0.0311368 | Time: 1241.45 ms
[2022-04-01 07:20:29 main:574] : INFO : Epoch 1994 | loss: 0.031125 | val_loss: 0.0311373 | Time: 1239.3 ms
[2022-04-01 07:20:31 main:574] : INFO : Epoch 1995 | loss: 0.0311226 | val_loss: 0.0311426 | Time: 1231.47 ms
[2022-04-01 07:20:32 main:574] : INFO : Epoch 1996 | loss: 0.0311272 | val_loss: 0.0311416 | Time: 1239.24 ms
[2022-04-01 07:20:33 main:574] : INFO : Epoch 1997 | loss: 0.0311279 | val_loss: 0.0311444 | Time: 1208.2 ms
[2022-04-01 07:20:34 main:574] : INFO : Epoch 1998 | loss: 0.0311276 | val_loss: 0.0311384 | Time: 1229.67 ms
[2022-04-01 07:20:36 main:574] : INFO : Epoch 1999 | loss: 0.0311241 | val_loss: 0.0311389 | Time: 1235.46 ms
[2022-04-01 07:20:37 main:574] : INFO : Epoch 2000 | loss: 0.0311214 | val_loss: 0.0311394 | Time: 1214.8 ms
[2022-04-01 07:20:38 main:574] : INFO : Epoch 2001 | loss: 0.0311234 | val_loss: 0.0311436 | Time: 1239.83 ms
[2022-04-01 07:20:39 main:574] : INFO : Epoch 2002 | loss: 0.0311237 | val_loss: 0.0311477 | Time: 1244.96 ms
[2022-04-01 07:20:41 main:574] : INFO : Epoch 2003 | loss: 0.03112 | val_loss: 0.0311365 | Time: 1247.25 ms
[2022-04-01 07:20:42 main:574] : INFO : Epoch 2004 | loss: 0.0311149 | val_loss: 0.0311365 | Time: 1254.46 ms
[2022-04-01 07:20:43 main:574] : INFO : Epoch 2005 | loss: 0.0311158 | val_loss: 0.0311322 | Time: 1275.51 ms
[2022-04-01 07:20:44 main:574] : INFO : Epoch 2006 | loss: 0.0311145 | val_loss: 0.0311367 | Time: 1270.95 ms
[2022-04-01 07:20:46 main:574] : INFO : Epoch 2007 | loss: 0.0311166 | val_loss: 0.0311363 | Time: 1236.85 ms
[2022-04-01 07:20:47 main:574] : INFO : Epoch 2008 | loss: 0.0311192 | val_loss: 0.0311388 | Time: 1232.51 ms
[2022-04-01 07:20:48 main:574] : INFO : Epoch 2009 | loss: 0.031116 | val_loss: 0.0311344 | Time: 1230.82 ms
[2022-04-01 07:20:49 main:574] : INFO : Epoch 2010 | loss: 0.0311129 | val_loss: 0.0311339 | Time: 1231.84 ms
[2022-04-01 07:20:51 main:574] : INFO : Epoch 2011 | loss: 0.0311096 | val_loss: 0.0311398 | Time: 1242.29 ms
[2022-04-01 07:20:52 main:574] : INFO : Epoch 2012 | loss: 0.0311124 | val_loss: 0.0311395 | Time: 1241.49 ms
[2022-04-01 07:20:53 main:574] : INFO : Epoch 2013 | loss: 0.0311122 | val_loss: 0.0311343 | Time: 1228.83 ms
[2022-04-01 07:20:54 main:574] : INFO : Epoch 2014 | loss: 0.031111 | val_loss: 0.0311429 | Time: 1228.8 ms
[2022-04-01 07:20:56 main:574] : INFO : Epoch 2015 | loss: 0.0311104 | val_loss: 0.0311356 | Time: 1245.51 ms
[2022-04-01 07:20:57 main:574] : INFO : Epoch 2016 | loss: 0.0311087 | val_loss: 0.0311389 | Time: 1218.68 ms
[2022-04-01 07:20:58 main:574] : INFO : Epoch 2017 | loss: 0.0311087 | val_loss: 0.0311386 | Time: 1238.71 ms
[2022-04-01 07:20:59 main:574] : INFO : Epoch 2018 | loss: 0.0311091 | val_loss: 0.0311426 | Time: 1224.29 ms
[2022-04-01 07:21:01 main:574] : INFO : Epoch 2019 | loss: 0.0311094 | val_loss: 0.0311366 | Time: 1245.23 ms
[2022-04-01 07:21:02 main:574] : INFO : Epoch 2020 | loss: 0.0311094 | val_loss: 0.031135 | Time: 1211.66 ms
[2022-04-01 07:21:03 main:574] : INFO : Epoch 2021 | loss: 0.0311068 | val_loss: 0.0311395 | Time: 1245.84 ms
[2022-04-01 07:21:04 main:574] : INFO : Epoch 2022 | loss: 0.0311064 | val_loss: 0.0311398 | Time: 1245.96 ms
[2022-04-01 07:21:05 main:574] : INFO : Epoch 2023 | loss: 0.0311092 | val_loss: 0.0311353 | Time: 1224 ms
[2022-04-01 07:21:07 main:574] : INFO : Epoch 2024 | loss: 0.031108 | val_loss: 0.0311412 | Time: 1228.84 ms
[2022-04-01 07:21:08 main:574] : INFO : Epoch 2025 | loss: 0.0311082 | val_loss: 0.0311477 | Time: 1211.03 ms
[2022-04-01 07:21:09 main:574] : INFO : Epoch 2026 | loss: 0.0311103 | val_loss: 0.0311423 | Time: 1199.56 ms
[2022-04-01 07:21:10 main:574] : INFO : Epoch 2027 | loss: 0.0311084 | val_loss: 0.031142 | Time: 1226.41 ms
[2022-04-01 07:21:12 main:574] : INFO : Epoch 2028 | loss: 0.0311077 | val_loss: 0.0311497 | Time: 1245.59 ms
[2022-04-01 07:21:13 main:574] : INFO : Epoch 2029 | loss: 0.031109 | val_loss: 0.0311421 | Time: 1241.21 ms
[2022-04-01 07:21:14 main:574] : INFO : Epoch 2030 | loss: 0.0311064 | val_loss: 0.0311408 | Time: 1231.61 ms
[2022-04-01 07:21:15 main:574] : INFO : Epoch 2031 | loss: 0.0311059 | val_loss: 0.0311408 | Time: 1235.15 ms
[2022-04-01 07:21:17 main:574] : INFO : Epoch 2032 | loss: 0.0311043 | val_loss: 0.0311383 | Time: 1207.84 ms
[2022-04-01 07:21:18 main:574] : INFO : Epoch 2033 | loss: 0.0311034 | val_loss: 0.0311445 | Time: 1206.81 ms
[2022-04-01 07:21:19 main:574] : INFO : Epoch 2034 | loss: 0.0311092 | val_loss: 0.0311418 | Time: 1215.11 ms
[2022-04-01 07:21:20 main:574] : INFO : Epoch 2035 | loss: 0.0311102 | val_loss: 0.0311435 | Time: 1237.22 ms
[2022-04-01 07:21:21 main:574] : INFO : Epoch 2036 | loss: 0.0311069 | val_loss: 0.0311426 | Time: 1210.4 ms
[2022-04-01 07:21:23 main:574] : INFO : Epoch 2037 | loss: 0.0311071 | val_loss: 0.031141 | Time: 1274.87 ms
[2022-04-01 07:21:24 main:574] : INFO : Epoch 2038 | loss: 0.0311082 | val_loss: 0.0311364 | Time: 1220.04 ms
[2022-04-01 07:21:25 main:574] : INFO : Epoch 2039 | loss: 0.0311148 | val_loss: 0.0311381 | Time: 1208.61 ms
[2022-04-01 07:21:26 main:574] : INFO : Epoch 2040 | loss: 0.031111 | val_loss: 0.0311378 | Time: 1218.9 ms
[2022-04-01 07:21:28 main:574] : INFO : Epoch 2041 | loss: 0.0311105 | val_loss: 0.0311395 | Time: 1197.79 ms
[2022-04-01 07:21:29 main:574] : INFO : Epoch 2042 | loss: 0.0311092 | val_loss: 0.0311415 | Time: 1254 ms
[2022-04-01 07:21:30 main:574] : INFO : Epoch 2043 | loss: 0.031106 | val_loss: 0.0311358 | Time: 1244.61 ms
[2022-04-01 07:21:31 main:574] : INFO : Epoch 2044 | loss: 0.0311053 | val_loss: 0.0311406 | Time: 1249.59 ms
[2022-04-01 07:21:33 main:574] : INFO : Epoch 2045 | loss: 0.0311077 | val_loss: 0.031145 | Time: 1222.96 ms
[2022-04-01 07:21:34 main:574] : INFO : Epoch 2046 | loss: 0.0311112 | val_loss: 0.0311468 | Time: 1238.1 ms
[2022-04-01 07:21:35 main:574] : INFO : Epoch 2047 | loss: 0.0311057 | val_loss: 0.0311364 | Time: 1259.32 ms
[2022-04-01 07:21:36 main:574] : INFO : Epoch 2048 | loss: 0.0311045 | val_loss: 0.031136 | Time: 1226.57 ms
[2022-04-01 07:21:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031136
[2022-04-01 07:21:36 main:603] : INFO : Saving end state to config to file
[2022-04-01 07:21:36 main:608] : INFO : Success, exiting..
07:21:36 (210360): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)