Task 12628700
| Name | ParityModified-1639948557-30144-3-0_1 |
| Workunit | 8816631 |
| Created | 7 Mar 2022, 3:33:21 UTC |
| Sent | 7 Mar 2022, 5:25:58 UTC |
| Report deadline | 15 Mar 2022, 5:25:58 UTC |
| Received | 7 Mar 2022, 7:17:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15876 |
| Run time | 41 min 5 sec |
| CPU time | 40 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,280.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.031166 | val_loss: 0.0311656 | Time: 1193.6 ms [2022-03-07 00:07:21 main:574] : INFO : Epoch 1543 | loss: 0.0311651 | val_loss: 0.0311655 | Time: 1186.8 ms [2022-03-07 00:07:22 main:574] : INFO : Epoch 1544 | loss: 0.0311624 | val_loss: 0.0311632 | Time: 1201.33 ms [2022-03-07 00:07:23 main:574] : INFO : Epoch 1545 | loss: 0.0311607 | val_loss: 0.0311637 | Time: 1185.79 ms [2022-03-07 00:07:24 main:574] : INFO : Epoch 1546 | loss: 0.0311604 | val_loss: 0.0311681 | Time: 1185.12 ms [2022-03-07 00:07:26 main:574] : INFO : Epoch 1547 | loss: 0.0311596 | val_loss: 0.0311652 | Time: 1203.34 ms [2022-03-07 00:07:27 main:574] : INFO : Epoch 1548 | loss: 0.0311595 | val_loss: 0.0311662 | Time: 1185.37 ms [2022-03-07 00:07:28 main:574] : INFO : Epoch 1549 | loss: 0.0311602 | val_loss: 0.0311646 | Time: 1196.29 ms [2022-03-07 00:07:29 main:574] : INFO : Epoch 1550 | loss: 0.0311606 | val_loss: 0.0311645 | Time: 1193.59 ms [2022-03-07 00:07:30 main:574] : INFO : Epoch 1551 | loss: 0.0311612 | val_loss: 0.0311697 | Time: 1172.77 ms [2022-03-07 00:07:32 main:574] : INFO : Epoch 1552 | loss: 0.0311601 | val_loss: 0.0311618 | Time: 1188.3 ms [2022-03-07 00:07:33 main:574] : INFO : Epoch 1553 | loss: 0.0311603 | val_loss: 0.0311617 | Time: 1189.59 ms [2022-03-07 00:07:34 main:574] : INFO : Epoch 1554 | loss: 0.0311591 | val_loss: 0.0311607 | Time: 1197.24 ms [2022-03-07 00:07:35 main:574] : INFO : Epoch 1555 | loss: 0.0311576 | val_loss: 0.0311593 | Time: 1183.22 ms [2022-03-07 00:07:36 main:574] : INFO : Epoch 1556 | loss: 0.031159 | val_loss: 0.0311599 | Time: 1188.12 ms [2022-03-07 00:07:38 main:574] : INFO : Epoch 1557 | loss: 0.0311549 | val_loss: 0.0311592 | Time: 1190.51 ms [2022-03-07 00:07:39 main:574] : INFO : Epoch 1558 | loss: 0.0311553 | val_loss: 0.0311622 | Time: 1171.63 ms [2022-03-07 00:07:40 main:574] : INFO : Epoch 1559 | loss: 0.0311576 | val_loss: 0.0311615 | Time: 1185.39 ms [2022-03-07 00:07:41 main:574] : INFO : Epoch 1560 | loss: 0.0311558 | val_loss: 0.0311661 | Time: 1208.53 ms [2022-03-07 00:07:42 main:574] : INFO : Epoch 1561 | loss: 0.0311567 | val_loss: 0.0311611 | Time: 1200.65 ms [2022-03-07 00:07:43 main:574] : INFO : Epoch 1562 | loss: 0.0311546 | val_loss: 0.0311577 | Time: 1183.54 ms [2022-03-07 00:07:45 main:574] : INFO : Epoch 1563 | loss: 0.0311543 | val_loss: 0.031158 | Time: 1190.53 ms [2022-03-07 00:07:46 main:574] : INFO : Epoch 1564 | loss: 0.0311528 | val_loss: 0.0311572 | Time: 1182.26 ms [2022-03-07 00:07:47 main:574] : INFO : Epoch 1565 | loss: 0.0311515 | val_loss: 0.0311595 | Time: 1160.16 ms [2022-03-07 00:07:48 main:574] : INFO : Epoch 1566 | loss: 0.031151 | val_loss: 0.0311585 | Time: 1184.01 ms [2022-03-07 00:07:49 main:574] : INFO : Epoch 1567 | loss: 0.0311496 | val_loss: 0.0311569 | Time: 1171.39 ms [2022-03-07 00:07:51 main:574] : INFO : Epoch 1568 | loss: 0.0311497 | val_loss: 0.031163 | Time: 1186.04 ms [2022-03-07 00:07:52 main:574] : INFO : Epoch 1569 | loss: 0.0311513 | val_loss: 0.0311618 | Time: 1190.44 ms [2022-03-07 00:07:53 main:574] : INFO : Epoch 1570 | loss: 0.0311533 | val_loss: 0.0311611 | Time: 1203.72 ms [2022-03-07 00:07:54 main:574] : INFO : Epoch 1571 | loss: 0.0311538 | val_loss: 0.0311604 | Time: 1199.13 ms [2022-03-07 00:07:55 main:574] : INFO : Epoch 1572 | loss: 0.0311523 | val_loss: 0.0311612 | Time: 1196.43 ms [2022-03-07 00:07:57 main:574] : INFO : Epoch 1573 | loss: 0.0311505 | val_loss: 0.0311595 | Time: 1204.21 ms [2022-03-07 00:07:58 main:574] : INFO : Epoch 1574 | loss: 0.0311494 | val_loss: 0.0311607 | Time: 1198.68 ms [2022-03-07 00:07:59 main:574] : INFO : Epoch 1575 | loss: 0.0311515 | val_loss: 0.0311636 | Time: 1186.93 ms [2022-03-07 00:08:00 main:574] : INFO : Epoch 1576 | loss: 0.0311499 | val_loss: 0.0311584 | Time: 1209.22 ms [2022-03-07 00:08:01 main:574] : INFO : Epoch 1577 | loss: 0.0311476 | val_loss: 0.0311574 | Time: 1189.32 ms [2022-03-07 00:08:03 main:574] : INFO : Epoch 1578 | loss: 0.0311484 | val_loss: 0.0311603 | Time: 1196.51 ms [2022-03-07 00:08:04 main:574] : INFO : Epoch 1579 | loss: 0.0311478 | val_loss: 0.0311574 | Time: 1193.32 ms [2022-03-07 00:08:05 main:574] : INFO : Epoch 1580 | loss: 0.031147 | val_loss: 0.0311594 | Time: 1167.38 ms [2022-03-07 00:08:06 main:574] : INFO : Epoch 1581 | loss: 0.031148 | val_loss: 0.0311588 | Time: 1172.76 ms [2022-03-07 00:08:07 main:574] : INFO : Epoch 1582 | loss: 0.0311459 | val_loss: 0.0311587 | Time: 1199.59 ms [2022-03-07 00:08:08 main:574] : INFO : Epoch 1583 | loss: 0.0311453 | val_loss: 0.0311588 | Time: 1180.11 ms [2022-03-07 00:08:10 main:574] : INFO : Epoch 1584 | loss: 0.0311456 | val_loss: 0.0311586 | Time: 1200.62 ms [2022-03-07 00:08:11 main:574] : INFO : Epoch 1585 | loss: 0.0311439 | val_loss: 0.0311607 | Time: 1182.74 ms [2022-03-07 00:08:12 main:574] : INFO : Epoch 1586 | loss: 0.0311445 | val_loss: 0.0311628 | Time: 1179.67 ms [2022-03-07 00:08:13 main:574] : INFO : Epoch 1587 | loss: 0.0311455 | val_loss: 0.0311612 | Time: 1199.83 ms [2022-03-07 00:08:14 main:574] : INFO : Epoch 1588 | loss: 0.0311449 | val_loss: 0.0311613 | Time: 1164.75 ms [2022-03-07 00:08:16 main:574] : INFO : Epoch 1589 | loss: 0.0311446 | val_loss: 0.0311605 | Time: 1193.06 ms [2022-03-07 00:08:17 main:574] : INFO : Epoch 1590 | loss: 0.0311452 | val_loss: 0.0311618 | Time: 1168.67 ms [2022-03-07 00:08:18 main:574] : INFO : Epoch 1591 | loss: 0.0311482 | val_loss: 0.031161 | Time: 1190.31 ms [2022-03-07 00:08:19 main:574] : INFO : Epoch 1592 | loss: 0.0311445 | val_loss: 0.0311594 | Time: 1188.74 ms [2022-03-07 00:08:20 main:574] : INFO : Epoch 1593 | loss: 0.0311438 | val_loss: 0.0311607 | Time: 1179.28 ms [2022-03-07 00:08:22 main:574] : INFO : Epoch 1594 | loss: 0.0311442 | val_loss: 0.0311586 | Time: 1192.25 ms [2022-03-07 00:08:23 main:574] : INFO : Epoch 1595 | loss: 0.0311438 | val_loss: 0.0311603 | Time: 1206.92 ms [2022-03-07 00:08:24 main:574] : INFO : Epoch 1596 | loss: 0.0311478 | val_loss: 0.0311619 | Time: 1216.76 ms [2022-03-07 00:08:25 main:574] : INFO : Epoch 1597 | loss: 0.0311458 | val_loss: 0.0311593 | Time: 1207.06 ms [2022-03-07 00:08:26 main:574] : INFO : Epoch 1598 | loss: 0.0311443 | val_loss: 0.0311598 | Time: 1188.76 ms [2022-03-07 00:08:28 main:574] : INFO : Epoch 1599 | loss: 0.0311453 | val_loss: 0.0311593 | Time: 1206.26 ms [2022-03-07 00:08:29 main:574] : INFO : Epoch 1600 | loss: 0.0311444 | val_loss: 0.0311608 | Time: 1210.02 ms [2022-03-07 00:08:30 main:574] : INFO : Epoch 1601 | loss: 0.0311458 | val_loss: 0.0311596 | Time: 1188.66 ms [2022-03-07 00:08:31 main:574] : INFO : Epoch 1602 | loss: 0.0311476 | val_loss: 0.031157 | Time: 1193.32 ms [2022-03-07 00:08:32 main:574] : INFO : Epoch 1603 | loss: 0.0311495 | val_loss: 0.0311696 | Time: 1192.94 ms [2022-03-07 00:08:34 main:574] : INFO : Epoch 1604 | loss: 0.0311461 | val_loss: 0.0311585 | Time: 1200.92 ms [2022-03-07 00:08:35 main:574] : INFO : Epoch 1605 | loss: 0.0311436 | val_loss: 0.0311579 | Time: 1193.54 ms [2022-03-07 00:08:36 main:574] : INFO : Epoch 1606 | loss: 0.0311434 | val_loss: 0.0311573 | Time: 1185.19 ms [2022-03-07 00:08:37 main:574] : INFO : Epoch 1607 | loss: 0.0311429 | val_loss: 0.0311562 | Time: 1199.97 ms [2022-03-07 00:08:38 main:574] : INFO : Epoch 1608 | loss: 0.031144 | val_loss: 0.0311584 | Time: 1198.07 ms [2022-03-07 00:08:40 main:574] : INFO : Epoch 1609 | loss: 0.0311446 | val_loss: 0.0311651 | Time: 1200.28 ms [2022-03-07 00:08:41 main:574] : INFO : Epoch 1610 | loss: 0.0311468 | val_loss: 0.0311603 | Time: 1188.59 ms [2022-03-07 00:08:42 main:574] : INFO : Epoch 1611 | loss: 0.0311433 | val_loss: 0.0311552 | Time: 1193.1 ms [2022-03-07 00:08:43 main:574] : INFO : Epoch 1612 | loss: 0.0311435 | val_loss: 0.0311572 | Time: 1195.26 ms [2022-03-07 00:08:44 main:574] : INFO : Epoch 1613 | loss: 0.0311461 | val_loss: 0.0311635 | Time: 1189.12 ms [2022-03-07 00:08:45 main:574] : INFO : Epoch 1614 | loss: 0.031149 | val_loss: 0.0311676 | Time: 1185.25 ms [2022-03-07 00:08:47 main:574] : INFO : Epoch 1615 | loss: 0.0311469 | val_loss: 0.031157 | Time: 1179.87 ms [2022-03-07 00:08:48 main:574] : INFO : Epoch 1616 | loss: 0.0311442 | val_loss: 0.0311594 | Time: 1195.7 ms [2022-03-07 00:08:49 main:574] : INFO : Epoch 1617 | loss: 0.0311428 | val_loss: 0.031156 | Time: 1179 ms [2022-03-07 00:08:50 main:574] : INFO : Epoch 1618 | loss: 0.0311411 | val_loss: 0.0311559 | Time: 1177.33 ms [2022-03-07 00:08:51 main:574] : INFO : Epoch 1619 | loss: 0.0311417 | val_loss: 0.031156 | Time: 1216.41 ms [2022-03-07 00:08:53 main:574] : INFO : Epoch 1620 | loss: 0.0311442 | val_loss: 0.031162 | Time: 1195.05 ms [2022-03-07 00:08:54 main:574] : INFO : Epoch 1621 | loss: 0.0311436 | val_loss: 0.0311586 | Time: 1202.92 ms [2022-03-07 00:08:55 main:574] : INFO : Epoch 1622 | loss: 0.031143 | val_loss: 0.0311626 | Time: 1175.47 ms [2022-03-07 00:08:56 main:574] : INFO : Epoch 1623 | loss: 0.0311453 | val_loss: 0.0311626 | Time: 1200.74 ms [2022-03-07 00:08:57 main:574] : INFO : Epoch 1624 | loss: 0.0311438 | val_loss: 0.031158 | Time: 1190.81 ms [2022-03-07 00:08:59 main:574] : INFO : Epoch 1625 | loss: 0.031144 | val_loss: 0.0311655 | Time: 1193.18 ms [2022-03-07 00:09:00 main:574] : INFO : Epoch 1626 | loss: 0.0311445 | val_loss: 0.0311639 | Time: 1207.2 ms [2022-03-07 00:09:01 main:574] : INFO : Epoch 1627 | loss: 0.0311436 | val_loss: 0.0311625 | Time: 1192.68 ms [2022-03-07 00:09:02 main:574] : INFO : Epoch 1628 | loss: 0.0311426 | val_loss: 0.0311584 | Time: 1211 ms [2022-03-07 00:09:03 main:574] : INFO : Epoch 1629 | loss: 0.0311432 | val_loss: 0.0311583 | Time: 1171.22 ms [2022-03-07 00:09:05 main:574] : INFO : Epoch 1630 | loss: 0.0311423 | val_loss: 0.0311561 | Time: 1191.79 ms [2022-03-07 00:09:06 main:574] : INFO : Epoch 1631 | loss: 0.0311416 | val_loss: 0.0311587 | Time: 1177.89 ms [2022-03-07 00:09:07 main:574] : INFO : Epoch 1632 | loss: 0.0311411 | val_loss: 0.0311552 | Time: 1190.89 ms [2022-03-07 00:09:08 main:574] : INFO : Epoch 1633 | loss: 0.0311404 | val_loss: 0.0311588 | Time: 1185.56 ms [2022-03-07 00:09:09 main:574] : INFO : Epoch 1634 | loss: 0.0311447 | val_loss: 0.0311656 | Time: 1176.54 ms [2022-03-07 00:09:10 main:574] : INFO : Epoch 1635 | loss: 0.0311429 | val_loss: 0.0311599 | Time: 1179.28 ms [2022-03-07 00:09:12 main:574] : INFO : Epoch 1636 | loss: 0.0311427 | val_loss: 0.0311609 | Time: 1198.91 ms [2022-03-07 00:09:13 main:574] : INFO : Epoch 1637 | loss: 0.0311414 | val_loss: 0.0311693 | Time: 1210.43 ms [2022-03-07 00:09:14 main:574] : INFO : Epoch 1638 | loss: 0.0311454 | val_loss: 0.0311589 | Time: 1202.67 ms [2022-03-07 00:09:15 main:574] : INFO : Epoch 1639 | loss: 0.0311429 | val_loss: 0.0311624 | Time: 1182.79 ms [2022-03-07 00:09:16 main:574] : INFO : Epoch 1640 | loss: 0.0311456 | val_loss: 0.0311571 | Time: 1200.8 ms [2022-03-07 00:09:18 main:574] : INFO : Epoch 1641 | loss: 0.0311468 | val_loss: 0.031158 | Time: 1194.35 ms [2022-03-07 00:09:19 main:574] : INFO : Epoch 1642 | loss: 0.031146 | val_loss: 0.0311611 | Time: 1197.17 ms [2022-03-07 00:09:20 main:574] : INFO : Epoch 1643 | loss: 0.0311452 | val_loss: 0.0311616 | Time: 1185.51 ms [2022-03-07 00:09:21 main:574] : INFO : Epoch 1644 | loss: 0.0311479 | val_loss: 0.0311593 | Time: 1198.71 ms [2022-03-07 00:09:22 main:574] : INFO : Epoch 1645 | loss: 0.0311455 | val_loss: 0.0311587 | Time: 1194.74 ms [2022-03-07 00:09:24 main:574] : INFO : Epoch 1646 | loss: 0.0311443 | val_loss: 0.0311563 | Time: 1185.41 ms [2022-03-07 00:09:25 main:574] : INFO : Epoch 1647 | loss: 0.0311428 | val_loss: 0.0311587 | Time: 1200.38 ms [2022-03-07 00:09:26 main:574] : INFO : Epoch 1648 | loss: 0.0311521 | val_loss: 0.0311616 | Time: 1202.53 ms [2022-03-07 00:09:27 main:574] : INFO : Epoch 1649 | loss: 0.0311505 | val_loss: 0.0311588 | Time: 1202.54 ms [2022-03-07 00:09:28 main:574] : INFO : Epoch 1650 | loss: 0.0311486 | val_loss: 0.0311573 | Time: 1196.39 ms [2022-03-07 00:09:30 main:574] : INFO : Epoch 1651 | loss: 0.031147 | val_loss: 0.0311571 | Time: 1187.82 ms [2022-03-07 00:09:31 main:574] : INFO : Epoch 1652 | loss: 0.0311455 | val_loss: 0.0311594 | Time: 1174.59 ms [2022-03-07 00:09:32 main:574] : INFO : Epoch 1653 | loss: 0.0311476 | val_loss: 0.0311573 | Time: 1185.69 ms [2022-03-07 00:09:33 main:574] : INFO : Epoch 1654 | loss: 0.0311473 | val_loss: 0.0311558 | Time: 1191.99 ms [2022-03-07 00:09:34 main:574] : INFO : Epoch 1655 | loss: 0.0311457 | val_loss: 0.0311576 | Time: 1204.6 ms [2022-03-07 00:09:36 main:574] : INFO : Epoch 1656 | loss: 0.0311447 | val_loss: 0.0311563 | Time: 1205.63 ms [2022-03-07 00:09:37 main:574] : INFO : Epoch 1657 | loss: 0.031145 | val_loss: 0.0311612 | Time: 1182.39 ms [2022-03-07 00:09:38 main:574] : INFO : Epoch 1658 | loss: 0.0311454 | val_loss: 0.0311566 | Time: 1194.5 ms [2022-03-07 00:09:39 main:574] : INFO : Epoch 1659 | loss: 0.0311471 | val_loss: 0.0311615 | Time: 1179.84 ms [2022-03-07 00:09:40 main:574] : INFO : Epoch 1660 | loss: 0.0311432 | val_loss: 0.0311572 | Time: 1205.04 ms [2022-03-07 00:09:42 main:574] : INFO : Epoch 1661 | loss: 0.0311445 | val_loss: 0.031159 | Time: 1178.53 ms [2022-03-07 00:09:43 main:574] : INFO : Epoch 1662 | loss: 0.0311448 | val_loss: 0.0311596 | Time: 1201.98 ms [2022-03-07 00:09:44 main:574] : INFO : Epoch 1663 | loss: 0.0311552 | val_loss: 0.0311741 | Time: 1197.03 ms [2022-03-07 00:09:45 main:574] : INFO : Epoch 1664 | loss: 0.031156 | val_loss: 0.0311651 | Time: 1180.69 ms [2022-03-07 00:09:46 main:574] : INFO : Epoch 1665 | loss: 0.0311516 | val_loss: 0.0311632 | Time: 1197.97 ms [2022-03-07 00:09:48 main:574] : INFO : Epoch 1666 | loss: 0.0311461 | val_loss: 0.0311618 | Time: 1200.37 ms [2022-03-07 00:09:49 main:574] : INFO : Epoch 1667 | loss: 0.0311486 | val_loss: 0.031167 | Time: 1194.91 ms [2022-03-07 00:09:50 main:574] : INFO : Epoch 1668 | loss: 0.0311489 | val_loss: 0.0311648 | Time: 1194.71 ms [2022-03-07 00:09:51 main:574] : INFO : Epoch 1669 | loss: 0.0311491 | val_loss: 0.0311638 | Time: 1197.12 ms [2022-03-07 00:09:52 main:574] : INFO : Epoch 1670 | loss: 0.0311482 | val_loss: 0.0311706 | Time: 1199.05 ms [2022-03-07 00:09:54 main:574] : INFO : Epoch 1671 | loss: 0.0311568 | val_loss: 0.0311684 | Time: 1183.32 ms [2022-03-07 00:09:55 main:574] : INFO : Epoch 1672 | loss: 0.0311501 | val_loss: 0.0311633 | Time: 1205.07 ms [2022-03-07 00:09:56 main:574] : INFO : Epoch 1673 | loss: 0.0311523 | val_loss: 0.0311659 | Time: 1193.37 ms [2022-03-07 00:09:57 main:574] : INFO : Epoch 1674 | loss: 0.031153 | val_loss: 0.0311576 | Time: 1208.98 ms [2022-03-07 00:09:58 main:574] : INFO : Epoch 1675 | loss: 0.0311457 | val_loss: 0.0311641 | Time: 1203.67 ms [2022-03-07 00:10:00 main:574] : INFO : Epoch 1676 | loss: 0.0311498 | val_loss: 0.0311634 | Time: 1216.83 ms [2022-03-07 00:10:01 main:574] : INFO : Epoch 1677 | loss: 0.0311474 | val_loss: 0.0311652 | Time: 1196.1 ms [2022-03-07 00:10:02 main:574] : INFO : Epoch 1678 | loss: 0.0311473 | val_loss: 0.0311613 | Time: 1176.46 ms [2022-03-07 00:10:03 main:574] : INFO : Epoch 1679 | loss: 0.03115 | val_loss: 0.031156 | Time: 1195.93 ms [2022-03-07 00:10:04 main:574] : INFO : Epoch 1680 | loss: 0.0311469 | val_loss: 0.0311585 | Time: 1181.29 ms [2022-03-07 00:10:05 main:574] : INFO : Epoch 1681 | loss: 0.0311454 | val_loss: 0.0311583 | Time: 1197.5 ms [2022-03-07 00:10:07 main:574] : INFO : Epoch 1682 | loss: 0.031145 | val_loss: 0.0311585 | Time: 1195.87 ms [2022-03-07 00:10:08 main:574] : INFO : Epoch 1683 | loss: 0.0311433 | val_loss: 0.0311575 | Time: 1188.63 ms [2022-03-07 00:10:09 main:574] : INFO : Epoch 1684 | loss: 0.0311419 | val_loss: 0.0311568 | Time: 1202.34 ms [2022-03-07 00:10:10 main:574] : INFO : Epoch 1685 | loss: 0.0311435 | val_loss: 0.0311589 | Time: 1198.53 ms [2022-03-07 00:10:11 main:574] : INFO : Epoch 1686 | loss: 0.0311427 | val_loss: 0.0311579 | Time: 1209.27 ms [2022-03-07 00:10:13 main:574] : INFO : Epoch 1687 | loss: 0.0311462 | val_loss: 0.031158 | Time: 1204.6 ms [2022-03-07 00:10:14 main:574] : INFO : Epoch 1688 | loss: 0.0311406 | val_loss: 0.0311553 | Time: 1201.33 ms [2022-03-07 00:10:15 main:574] : INFO : Epoch 1689 | loss: 0.0311396 | val_loss: 0.0311542 | Time: 1186.01 ms [2022-03-07 00:10:16 main:574] : INFO : Epoch 1690 | loss: 0.0311404 | val_loss: 0.0311567 | Time: 1187.1 ms [2022-03-07 00:10:17 main:574] : INFO : Epoch 1691 | loss: 0.0311398 | val_loss: 0.0311552 | Time: 1210.02 ms [2022-03-07 00:10:19 main:574] : INFO : Epoch 1692 | loss: 0.0311406 | val_loss: 0.0311605 | Time: 1187.32 ms [2022-03-07 00:10:20 main:574] : INFO : Epoch 1693 | loss: 0.0311408 | val_loss: 0.0311492 | Time: 1187.8 ms [2022-03-07 00:10:21 main:574] : INFO : Epoch 1694 | loss: 0.0311385 | val_loss: 0.0311534 | Time: 1181.53 ms [2022-03-07 00:10:22 main:574] : INFO : Epoch 1695 | loss: 0.0311385 | val_loss: 0.0311539 | Time: 1194.37 ms [2022-03-07 00:10:23 main:574] : INFO : Epoch 1696 | loss: 0.0311394 | val_loss: 0.0311526 | Time: 1180.85 ms [2022-03-07 00:10:25 main:574] : INFO : Epoch 1697 | loss: 0.0311378 | val_loss: 0.0311553 | Time: 1212.96 ms [2022-03-07 00:10:26 main:574] : INFO : Epoch 1698 | loss: 0.0311386 | val_loss: 0.0311512 | Time: 1192.15 ms [2022-03-07 00:10:27 main:574] : INFO : Epoch 1699 | loss: 0.0311387 | val_loss: 0.0311533 | Time: 1202.1 ms [2022-03-07 00:10:28 main:574] : INFO : Epoch 1700 | loss: 0.0311519 | val_loss: 0.0311688 | Time: 1185.58 ms [2022-03-07 00:10:29 main:574] : INFO : Epoch 1701 | loss: 0.0311609 | val_loss: 0.031168 | Time: 1199.16 ms [2022-03-07 00:10:31 main:574] : INFO : Epoch 1702 | loss: 0.0311652 | val_loss: 0.0311918 | Time: 1192.07 ms [2022-03-07 00:10:32 main:574] : INFO : Epoch 1703 | loss: 0.0311629 | val_loss: 0.0311698 | Time: 1191.97 ms [2022-03-07 00:10:33 main:574] : INFO : Epoch 1704 | loss: 0.0311551 | val_loss: 0.0311609 | Time: 1168.43 ms [2022-03-07 00:10:34 main:574] : INFO : Epoch 1705 | loss: 0.0311523 | val_loss: 0.0311635 | Time: 1185.83 ms [2022-03-07 00:10:35 main:574] : INFO : Epoch 1706 | loss: 0.0311507 | val_loss: 0.0311727 | Time: 1196.18 ms [2022-03-07 00:10:37 main:574] : INFO : Epoch 1707 | loss: 0.0311553 | val_loss: 0.0311621 | Time: 1202.14 ms [2022-03-07 00:10:38 main:574] : INFO : Epoch 1708 | loss: 0.0311515 | val_loss: 0.0311616 | Time: 1209.24 ms [2022-03-07 00:10:39 main:574] : INFO : Epoch 1709 | loss: 0.0311499 | val_loss: 0.0311657 | Time: 1183.42 ms [2022-03-07 00:10:40 main:574] : INFO : Epoch 1710 | loss: 0.0311497 | val_loss: 0.0311647 | Time: 1181.88 ms [2022-03-07 00:10:41 main:574] : INFO : Epoch 1711 | loss: 0.0311531 | val_loss: 0.0311657 | Time: 1183.26 ms [2022-03-07 00:10:43 main:574] : INFO : Epoch 1712 | loss: 0.0311533 | val_loss: 0.0311651 | Time: 1189.66 ms [2022-03-07 00:10:44 main:574] : INFO : Epoch 1713 | loss: 0.031151 | val_loss: 0.0311681 | Time: 1215.15 ms [2022-03-07 00:10:45 main:574] : INFO : Epoch 1714 | loss: 0.0311545 | val_loss: 0.0311645 | Time: 1202.73 ms [2022-03-07 00:10:46 main:574] : INFO : Epoch 1715 | loss: 0.0311585 | val_loss: 0.0311805 | Time: 1188.08 ms [2022-03-07 00:10:47 main:574] : INFO : Epoch 1716 | loss: 0.0311541 | val_loss: 0.0311639 | Time: 1195.29 ms [2022-03-07 00:10:49 main:574] : INFO : Epoch 1717 | loss: 0.0311495 | val_loss: 0.031161 | Time: 1220.31 ms [2022-03-07 00:10:50 main:574] : INFO : Epoch 1718 | loss: 0.0311474 | val_loss: 0.0311633 | Time: 1199.57 ms [2022-03-07 00:10:51 main:574] : INFO : Epoch 1719 | loss: 0.0311465 | val_loss: 0.0311637 | Time: 1207.53 ms [2022-03-07 00:10:52 main:574] : INFO : Epoch 1720 | loss: 0.0311477 | val_loss: 0.0311614 | Time: 1196.47 ms [2022-03-07 00:10:53 main:574] : INFO : Epoch 1721 | loss: 0.0311518 | val_loss: 0.0311634 | Time: 1181.53 ms [2022-03-07 00:10:55 main:574] : INFO : Epoch 1722 | loss: 0.0311487 | val_loss: 0.0311587 | Time: 1189.27 ms [2022-03-07 00:10:56 main:574] : INFO : Epoch 1723 | loss: 0.0311499 | val_loss: 0.0311616 | Time: 1196.81 ms [2022-03-07 00:10:57 main:574] : INFO : Epoch 1724 | loss: 0.0311483 | val_loss: 0.0311647 | Time: 1199.76 ms [2022-03-07 00:10:58 main:574] : INFO : Epoch 1725 | loss: 0.0311494 | val_loss: 0.031157 | Time: 1190.81 ms [2022-03-07 00:10:59 main:574] : INFO : Epoch 1726 | loss: 0.0311469 | val_loss: 0.0311646 | Time: 1184.39 ms [2022-03-07 00:11:01 main:574] : INFO : Epoch 1727 | loss: 0.0311504 | val_loss: 0.0311561 | Time: 1197.72 ms [2022-03-07 00:11:02 main:574] : INFO : Epoch 1728 | loss: 0.031146 | val_loss: 0.0311546 | Time: 1198.12 ms [2022-03-07 00:11:03 main:574] : INFO : Epoch 1729 | loss: 0.031145 | val_loss: 0.0311625 | Time: 1178.77 ms [2022-03-07 00:11:04 main:574] : INFO : Epoch 1730 | loss: 0.0311511 | val_loss: 0.0311566 | Time: 1183.53 ms [2022-03-07 00:11:05 main:574] : INFO : Epoch 1731 | loss: 0.0311477 | val_loss: 0.0311544 | Time: 1193.19 ms [2022-03-07 00:11:06 main:574] : INFO : Epoch 1732 | loss: 0.0311454 | val_loss: 0.0311523 | Time: 1209.27 ms [2022-03-07 00:11:08 main:574] : INFO : Epoch 1733 | loss: 0.0311442 | val_loss: 0.0311527 | Time: 1214.4 ms [2022-03-07 00:11:09 main:574] : INFO : Epoch 1734 | loss: 0.0311447 | val_loss: 0.0311592 | Time: 1209.47 ms [2022-03-07 00:11:10 main:574] : INFO : Epoch 1735 | loss: 0.0311458 | val_loss: 0.0311583 | Time: 1205.01 ms [2022-03-07 00:11:11 main:574] : INFO : Epoch 1736 | loss: 0.0311483 | val_loss: 0.0311582 | Time: 1216.93 ms [2022-03-07 00:11:13 main:574] : INFO : Epoch 1737 | loss: 0.0311451 | val_loss: 0.0311571 | Time: 1204.05 ms [2022-03-07 00:11:14 main:574] : INFO : Epoch 1738 | loss: 0.0311449 | val_loss: 0.0311553 | Time: 1170.66 ms [2022-03-07 00:11:15 main:574] : INFO : Epoch 1739 | loss: 0.0311437 | val_loss: 0.0311567 | Time: 1178.92 ms [2022-03-07 00:11:16 main:574] : INFO : Epoch 1740 | loss: 0.0311457 | val_loss: 0.0311577 | Time: 1209.81 ms [2022-03-07 00:11:17 main:574] : INFO : Epoch 1741 | loss: 0.0311459 | val_loss: 0.0311522 | Time: 1200.97 ms [2022-03-07 00:11:18 main:574] : INFO : Epoch 1742 | loss: 0.0311447 | val_loss: 0.0311568 | Time: 1187.61 ms [2022-03-07 00:11:20 main:574] : INFO : Epoch 1743 | loss: 0.0311425 | val_loss: 0.0311562 | Time: 1197.2 ms [2022-03-07 00:11:21 main:574] : INFO : Epoch 1744 | loss: 0.0311428 | val_loss: 0.031159 | Time: 1210.39 ms [2022-03-07 00:11:22 main:574] : INFO : Epoch 1745 | loss: 0.0311446 | val_loss: 0.0311642 | Time: 1195.79 ms [2022-03-07 00:11:23 main:574] : INFO : Epoch 1746 | loss: 0.031148 | val_loss: 0.0311618 | Time: 1189.18 ms [2022-03-07 00:11:24 main:574] : INFO : Epoch 1747 | loss: 0.0311493 | val_loss: 0.0311595 | Time: 1199.58 ms [2022-03-07 00:11:26 main:574] : INFO : Epoch 1748 | loss: 0.0311445 | val_loss: 0.0311557 | Time: 1212.93 ms [2022-03-07 00:11:27 main:574] : INFO : Epoch 1749 | loss: 0.0311435 | val_loss: 0.0311534 | Time: 1174.88 ms [2022-03-07 00:11:28 main:574] : INFO : Epoch 1750 | loss: 0.0311427 | val_loss: 0.031153 | Time: 1183.41 ms [2022-03-07 00:11:29 main:574] : INFO : Epoch 1751 | loss: 0.0311422 | val_loss: 0.0311562 | Time: 1180.6 ms [2022-03-07 00:11:30 main:574] : INFO : Epoch 1752 | loss: 0.0311488 | val_loss: 0.0311541 | Time: 1202.63 ms [2022-03-07 00:11:32 main:574] : INFO : Epoch 1753 | loss: 0.0311429 | val_loss: 0.0311561 | Time: 1206.58 ms [2022-03-07 00:11:33 main:574] : INFO : Epoch 1754 | loss: 0.0311429 | val_loss: 0.0311611 | Time: 1190.1 ms [2022-03-07 00:11:34 main:574] : INFO : Epoch 1755 | loss: 0.0311434 | val_loss: 0.0311603 | Time: 1180.43 ms [2022-03-07 00:11:35 main:574] : INFO : Epoch 1756 | loss: 0.0311432 | val_loss: 0.0311558 | Time: 1190.67 ms [2022-03-07 00:11:36 main:574] : INFO : Epoch 1757 | loss: 0.0311422 | val_loss: 0.0311579 | Time: 1209.94 ms [2022-03-07 00:11:38 main:574] : INFO : Epoch 1758 | loss: 0.0311471 | val_loss: 0.0311531 | Time: 1210.36 ms [2022-03-07 00:11:39 main:574] : INFO : Epoch 1759 | loss: 0.0311429 | val_loss: 0.0311535 | Time: 1188.73 ms [2022-03-07 00:11:40 main:574] : INFO : Epoch 1760 | loss: 0.0311425 | val_loss: 0.0311608 | Time: 1184.03 ms [2022-03-07 00:11:41 main:574] : INFO : Epoch 1761 | loss: 0.0311429 | val_loss: 0.031155 | Time: 1196.47 ms [2022-03-07 00:11:42 main:574] : INFO : Epoch 1762 | loss: 0.0311413 | val_loss: 0.0311633 | Time: 1193.8 ms [2022-03-07 00:11:44 main:574] : INFO : Epoch 1763 | loss: 0.0311437 | val_loss: 0.0311531 | Time: 1178.29 ms [2022-03-07 00:11:45 main:574] : INFO : Epoch 1764 | loss: 0.0311439 | val_loss: 0.0311584 | Time: 1198.51 ms [2022-03-07 00:11:46 main:574] : INFO : Epoch 1765 | loss: 0.0311438 | val_loss: 0.0311628 | Time: 1208.47 ms [2022-03-07 00:11:47 main:574] : INFO : Epoch 1766 | loss: 0.0311475 | val_loss: 0.0311662 | Time: 1184.92 ms [2022-03-07 00:11:48 main:574] : INFO : Epoch 1767 | loss: 0.0311438 | val_loss: 0.0311557 | Time: 1185.28 ms [2022-03-07 00:11:50 main:574] : INFO : Epoch 1768 | loss: 0.0311415 | val_loss: 0.031153 | Time: 1182.89 ms [2022-03-07 00:11:51 main:574] : INFO : Epoch 1769 | loss: 0.0311416 | val_loss: 0.0311599 | Time: 1183.2 ms [2022-03-07 00:11:52 main:574] : INFO : Epoch 1770 | loss: 0.031142 | val_loss: 0.0311572 | Time: 1165.86 ms [2022-03-07 00:11:53 main:574] : INFO : Epoch 1771 | loss: 0.0311431 | val_loss: 0.0311574 | Time: 1206.06 ms [2022-03-07 00:11:54 main:574] : INFO : Epoch 1772 | loss: 0.0311434 | val_loss: 0.0311578 | Time: 1209.12 ms [2022-03-07 00:11:56 main:574] : INFO : Epoch 1773 | loss: 0.0311427 | val_loss: 0.0311589 | Time: 1185.73 ms [2022-03-07 00:11:57 main:574] : INFO : Epoch 1774 | loss: 0.0311413 | val_loss: 0.0311575 | Time: 1208.5 ms [2022-03-07 00:11:58 main:574] : INFO : Epoch 1775 | loss: 0.0311412 | val_loss: 0.0311612 | Time: 1192.62 ms [2022-03-07 00:11:59 main:574] : INFO : Epoch 1776 | loss: 0.0311412 | val_loss: 0.0311554 | Time: 1192.13 ms [2022-03-07 00:12:00 main:574] : INFO : Epoch 1777 | loss: 0.0311399 | val_loss: 0.0311543 | Time: 1192.26 ms [2022-03-07 00:12:01 main:574] : INFO : Epoch 1778 | loss: 0.0311423 | val_loss: 0.0311515 | Time: 1192.77 ms [2022-03-07 00:12:03 main:574] : INFO : Epoch 1779 | loss: 0.031143 | val_loss: 0.0311541 | Time: 1189.07 ms [2022-03-07 00:12:04 main:574] : INFO : Epoch 1780 | loss: 0.0311416 | val_loss: 0.0311581 | Time: 1188.6 ms [2022-03-07 00:12:05 main:574] : INFO : Epoch 1781 | loss: 0.0311452 | val_loss: 0.0311612 | Time: 1194.19 ms [2022-03-07 00:12:06 main:574] : INFO : Epoch 1782 | loss: 0.0311564 | val_loss: 0.0311701 | Time: 1189.16 ms [2022-03-07 00:12:07 main:574] : INFO : Epoch 1783 | loss: 0.0311607 | val_loss: 0.0311619 | Time: 1181.5 ms [2022-03-07 00:12:09 main:574] : INFO : Epoch 1784 | loss: 0.0311541 | val_loss: 0.0311551 | Time: 1167.33 ms [2022-03-07 00:12:10 main:574] : INFO : Epoch 1785 | loss: 0.0311494 | val_loss: 0.031159 | Time: 1181.46 ms [2022-03-07 00:12:11 main:574] : INFO : Epoch 1786 | loss: 0.0311468 | val_loss: 0.0311535 | Time: 1198.42 ms [2022-03-07 00:12:12 main:574] : INFO : Epoch 1787 | loss: 0.0311458 | val_loss: 0.031155 | Time: 1182.63 ms [2022-03-07 00:12:13 main:574] : INFO : Epoch 1788 | loss: 0.031147 | val_loss: 0.0311582 | Time: 1218.83 ms [2022-03-07 00:12:15 main:574] : INFO : Epoch 1789 | loss: 0.0311453 | val_loss: 0.0311538 | Time: 1196.03 ms [2022-03-07 00:12:16 main:574] : INFO : Epoch 1790 | loss: 0.0311446 | val_loss: 0.0311594 | Time: 1212.77 ms [2022-03-07 00:12:17 main:574] : INFO : Epoch 1791 | loss: 0.0311462 | val_loss: 0.0311547 | Time: 1187.87 ms [2022-03-07 00:12:18 main:574] : INFO : Epoch 1792 | loss: 0.0311433 | val_loss: 0.031153 | Time: 1169.54 ms [2022-03-07 00:12:19 main:574] : INFO : Epoch 1793 | loss: 0.0311426 | val_loss: 0.0311565 | Time: 1190.37 ms [2022-03-07 00:12:21 main:574] : INFO : Epoch 1794 | loss: 0.0311457 | val_loss: 0.0311556 | Time: 1187.4 ms [2022-03-07 00:12:22 main:574] : INFO : Epoch 1795 | loss: 0.031144 | val_loss: 0.0311544 | Time: 1188.39 ms [2022-03-07 00:12:23 main:574] : INFO : Epoch 1796 | loss: 0.0311416 | val_loss: 0.0311565 | Time: 1174.03 ms [2022-03-07 00:12:24 main:574] : INFO : Epoch 1797 | loss: 0.0311401 | val_loss: 0.0311546 | Time: 1191.72 ms [2022-03-07 00:12:25 main:574] : INFO : Epoch 1798 | loss: 0.0311395 | val_loss: 0.0311543 | Time: 1189.14 ms [2022-03-07 00:12:26 main:574] : INFO : Epoch 1799 | loss: 0.0311404 | val_loss: 0.0311523 | Time: 1192.53 ms [2022-03-07 00:12:28 main:574] : INFO : Epoch 1800 | loss: 0.0311404 | val_loss: 0.0311511 | Time: 1186.63 ms [2022-03-07 00:12:29 main:574] : INFO : Epoch 1801 | loss: 0.0311414 | val_loss: 0.0311564 | Time: 1194.18 ms [2022-03-07 00:12:30 main:574] : INFO : Epoch 1802 | loss: 0.031142 | val_loss: 0.031158 | Time: 1189.14 ms [2022-03-07 00:12:31 main:574] : INFO : Epoch 1803 | loss: 0.0311399 | val_loss: 0.0311564 | Time: 1183.54 ms [2022-03-07 00:12:32 main:574] : INFO : Epoch 1804 | loss: 0.031144 | val_loss: 0.0311699 | Time: 1181.13 ms [2022-03-07 00:12:34 main:574] : INFO : Epoch 1805 | loss: 0.0311391 | val_loss: 0.0311542 | Time: 1181.29 ms [2022-03-07 00:12:35 main:574] : INFO : Epoch 1806 | loss: 0.0311355 | val_loss: 0.0311534 | Time: 1174.7 ms [2022-03-07 00:12:36 main:574] : INFO : Epoch 1807 | loss: 0.0311379 | val_loss: 0.0311593 | Time: 1200.29 ms [2022-03-07 00:12:37 main:574] : INFO : Epoch 1808 | loss: 0.0311383 | val_loss: 0.0311536 | Time: 1188.55 ms [2022-03-07 00:12:38 main:574] : INFO : Epoch 1809 | loss: 0.0311414 | val_loss: 0.0311528 | Time: 1201.82 ms [2022-03-07 00:12:40 main:574] : INFO : Epoch 1810 | loss: 0.0311407 | val_loss: 0.0311562 | Time: 1207.67 ms [2022-03-07 00:12:41 main:574] : INFO : Epoch 1811 | loss: 0.0311431 | val_loss: 0.0311532 | Time: 1203.83 ms [2022-03-07 00:12:42 main:574] : INFO : Epoch 1812 | loss: 0.031141 | val_loss: 0.0311575 | Time: 1200.08 ms [2022-03-07 00:12:43 main:574] : INFO : Epoch 1813 | loss: 0.0311415 | val_loss: 0.0311525 | Time: 1199.99 ms [2022-03-07 00:12:44 main:574] : INFO : Epoch 1814 | loss: 0.0311411 | val_loss: 0.0311524 | Time: 1207.27 ms [2022-03-07 00:12:46 main:574] : INFO : Epoch 1815 | loss: 0.0311437 | val_loss: 0.0311626 | Time: 1200.79 ms [2022-03-07 00:12:47 main:574] : INFO : Epoch 1816 | loss: 0.0311469 | val_loss: 0.0311615 | Time: 1165.09 ms [2022-03-07 00:12:48 main:574] : INFO : Epoch 1817 | loss: 0.0311474 | val_loss: 0.0311579 | Time: 1183.89 ms [2022-03-07 00:12:49 main:574] : INFO : Epoch 1818 | loss: 0.0311487 | val_loss: 0.0311571 | Time: 1206.75 ms [2022-03-07 00:12:50 main:574] : INFO : Epoch 1819 | loss: 0.0311444 | val_loss: 0.0311525 | Time: 1203.88 ms [2022-03-07 00:12:52 main:574] : INFO : Epoch 1820 | loss: 0.0311442 | val_loss: 0.0311513 | Time: 1186.82 ms [2022-03-07 00:12:53 main:574] : INFO : Epoch 1821 | loss: 0.0311437 | val_loss: 0.0311516 | Time: 1191.36 ms [2022-03-07 00:12:54 main:574] : INFO : Epoch 1822 | loss: 0.0311414 | val_loss: 0.0311512 | Time: 1206.15 ms [2022-03-07 00:12:55 main:574] : INFO : Epoch 1823 | loss: 0.0311425 | val_loss: 0.031154 | Time: 1173.23 ms [2022-03-07 00:12:56 main:574] : INFO : Epoch 1824 | loss: 0.0311401 | val_loss: 0.0311545 | Time: 1210.72 ms [2022-03-07 00:12:58 main:574] : INFO : Epoch 1825 | loss: 0.0311412 | val_loss: 0.0311545 | Time: 1196.28 ms [2022-03-07 00:12:59 main:574] : INFO : Epoch 1826 | loss: 0.0311428 | val_loss: 0.0311545 | Time: 1195.68 ms [2022-03-07 00:13:00 main:574] : INFO : Epoch 1827 | loss: 0.0311427 | val_loss: 0.0311563 | Time: 1203.72 ms [2022-03-07 00:13:01 main:574] : INFO : Epoch 1828 | loss: 0.0311464 | val_loss: 0.0311647 | Time: 1194.46 ms [2022-03-07 00:13:02 main:574] : INFO : Epoch 1829 | loss: 0.031148 | val_loss: 0.0311596 | Time: 1188.47 ms [2022-03-07 00:13:04 main:574] : INFO : Epoch 1830 | loss: 0.0311435 | val_loss: 0.0311597 | Time: 1200.14 ms [2022-03-07 00:13:05 main:574] : INFO : Epoch 1831 | loss: 0.0311418 | val_loss: 0.0311624 | Time: 1198.65 ms [2022-03-07 00:13:06 main:574] : INFO : Epoch 1832 | loss: 0.0311436 | val_loss: 0.0311724 | Time: 1195.37 ms [2022-03-07 00:13:07 main:574] : INFO : Epoch 1833 | loss: 0.0311441 | val_loss: 0.0311576 | Time: 1184.26 ms [2022-03-07 00:13:08 main:574] : INFO : Epoch 1834 | loss: 0.0311419 | val_loss: 0.0311584 | Time: 1185.86 ms [2022-03-07 00:13:09 main:574] : INFO : Epoch 1835 | loss: 0.0311398 | val_loss: 0.0311557 | Time: 1180.1 ms [2022-03-07 00:13:11 main:574] : INFO : Epoch 1836 | loss: 0.0311389 | val_loss: 0.0311553 | Time: 1185.65 ms [2022-03-07 00:13:12 main:574] : INFO : Epoch 1837 | loss: 0.0311399 | val_loss: 0.0311642 | Time: 1191.42 ms [2022-03-07 00:13:13 main:574] : INFO : Epoch 1838 | loss: 0.0311424 | val_loss: 0.0311596 | Time: 1199.32 ms [2022-03-07 00:13:14 main:574] : INFO : Epoch 1839 | loss: 0.03114 | val_loss: 0.0311595 | Time: 1195.94 ms [2022-03-07 00:13:15 main:574] : INFO : Epoch 1840 | loss: 0.0311382 | val_loss: 0.0311629 | Time: 1189.29 ms [2022-03-07 00:13:17 main:574] : INFO : Epoch 1841 | loss: 0.0311363 | val_loss: 0.0311564 | Time: 1200.65 ms [2022-03-07 00:13:18 main:574] : INFO : Epoch 1842 | loss: 0.031137 | val_loss: 0.0311546 | Time: 1189.23 ms [2022-03-07 00:13:19 main:574] : INFO : Epoch 1843 | loss: 0.031136 | val_loss: 0.0311557 | Time: 1200.79 ms [2022-03-07 00:13:20 main:574] : INFO : Epoch 1844 | loss: 0.0311368 | val_loss: 0.0311513 | Time: 1189.81 ms [2022-03-07 00:13:21 main:574] : INFO : Epoch 1845 | loss: 0.0311387 | val_loss: 0.0311588 | Time: 1200.79 ms [2022-03-07 00:13:23 main:574] : INFO : Epoch 1846 | loss: 0.0311416 | val_loss: 0.0311645 | Time: 1210.88 ms [2022-03-07 00:13:24 main:574] : INFO : Epoch 1847 | loss: 0.0311412 | val_loss: 0.0311584 | Time: 1176.54 ms [2022-03-07 00:13:25 main:574] : INFO : Epoch 1848 | loss: 0.0311386 | val_loss: 0.0311571 | Time: 1189.74 ms [2022-03-07 00:13:26 main:574] : INFO : Epoch 1849 | loss: 0.0311412 | val_loss: 0.0311592 | Time: 1187.01 ms [2022-03-07 00:13:27 main:574] : INFO : Epoch 1850 | loss: 0.0311383 | val_loss: 0.0311561 | Time: 1180.46 ms [2022-03-07 00:13:29 main:574] : INFO : Epoch 1851 | loss: 0.0311435 | val_loss: 0.031152 | Time: 1182.74 ms [2022-03-07 00:13:30 main:574] : INFO : Epoch 1852 | loss: 0.031138 | val_loss: 0.031153 | Time: 1185.57 ms [2022-03-07 00:13:31 main:574] : INFO : Epoch 1853 | loss: 0.031136 | val_loss: 0.0311553 | Time: 1174.63 ms [2022-03-07 00:13:32 main:574] : INFO : Epoch 1854 | loss: 0.0311355 | val_loss: 0.0311526 | Time: 1209.75 ms [2022-03-07 00:13:33 main:574] : INFO : Epoch 1855 | loss: 0.0311377 | val_loss: 0.0311591 | Time: 1177.1 ms [2022-03-07 00:13:34 main:574] : INFO : Epoch 1856 | loss: 0.031138 | val_loss: 0.0311551 | Time: 1193.34 ms [2022-03-07 00:13:36 main:574] : INFO : Epoch 1857 | loss: 0.0311359 | val_loss: 0.0311541 | Time: 1173.89 ms [2022-03-07 00:13:37 main:574] : INFO : Epoch 1858 | loss: 0.0311336 | val_loss: 0.0311546 | Time: 1186.37 ms [2022-03-07 00:13:38 main:574] : INFO : Epoch 1859 | loss: 0.0311348 | val_loss: 0.0311515 | Time: 1191.32 ms [2022-03-07 00:13:39 main:574] : INFO : Epoch 1860 | loss: 0.0311348 | val_loss: 0.031153 | Time: 1201.35 ms [2022-03-07 00:13:40 main:574] : INFO : Epoch 1861 | loss: 0.0311383 | val_loss: 0.0311548 | Time: 1197.14 ms [2022-03-07 00:13:42 main:574] : INFO : Epoch 1862 | loss: 0.0311387 | val_loss: 0.0311543 | Time: 1175.22 ms [2022-03-07 00:13:43 main:574] : INFO : Epoch 1863 | loss: 0.0311364 | val_loss: 0.0311581 | Time: 1198.84 ms [2022-03-07 00:13:44 main:574] : INFO : Epoch 1864 | loss: 0.0311388 | val_loss: 0.0311581 | Time: 1190.85 ms [2022-03-07 00:13:45 main:574] : INFO : Epoch 1865 | loss: 0.0311358 | val_loss: 0.0311572 | Time: 1201.76 ms [2022-03-07 00:13:46 main:574] : INFO : Epoch 1866 | loss: 0.0311363 | val_loss: 0.031153 | Time: 1199.18 ms [2022-03-07 00:13:48 main:574] : INFO : Epoch 1867 | loss: 0.031137 | val_loss: 0.0311559 | Time: 1206.29 ms [2022-03-07 00:13:49 main:574] : INFO : Epoch 1868 | loss: 0.0311328 | val_loss: 0.0311515 | Time: 1197.52 ms [2022-03-07 00:13:50 main:574] : INFO : Epoch 1869 | loss: 0.0311321 | val_loss: 0.0311572 | Time: 1179.06 ms [2022-03-07 00:13:51 main:574] : INFO : Epoch 1870 | loss: 0.0311301 | val_loss: 0.0311543 | Time: 1175.45 ms [2022-03-07 00:13:52 main:574] : INFO : Epoch 1871 | loss: 0.0311318 | val_loss: 0.0311568 | Time: 1194.53 ms [2022-03-07 00:13:54 main:574] : INFO : Epoch 1872 | loss: 0.031131 | val_loss: 0.0311538 | Time: 1206.71 ms [2022-03-07 00:13:55 main:574] : INFO : Epoch 1873 | loss: 0.0311328 | val_loss: 0.0311539 | Time: 1177.73 ms [2022-03-07 00:13:56 main:574] : INFO : Epoch 1874 | loss: 0.0311321 | val_loss: 0.0311545 | Time: 1188.04 ms [2022-03-07 00:13:57 main:574] : INFO : Epoch 1875 | loss: 0.0311314 | val_loss: 0.0311507 | Time: 1206.71 ms [2022-03-07 00:13:58 main:574] : INFO : Epoch 1876 | loss: 0.0311331 | val_loss: 0.0311518 | Time: 1192.51 ms [2022-03-07 00:14:00 main:574] : INFO : Epoch 1877 | loss: 0.0311339 | val_loss: 0.0311543 | Time: 1203.9 ms [2022-03-07 00:14:01 main:574] : INFO : Epoch 1878 | loss: 0.0311341 | val_loss: 0.031148 | Time: 1195.83 ms [2022-03-07 00:14:02 main:574] : INFO : Epoch 1879 | loss: 0.0311344 | val_loss: 0.031154 | Time: 1192.11 ms [2022-03-07 00:14:03 main:574] : INFO : Epoch 1880 | loss: 0.0311369 | val_loss: 0.0311572 | Time: 1200.28 ms [2022-03-07 00:14:04 main:574] : INFO : Epoch 1881 | loss: 0.0311322 | val_loss: 0.0311524 | Time: 1202.08 ms [2022-03-07 00:14:06 main:574] : INFO : Epoch 1882 | loss: 0.0311326 | val_loss: 0.0311535 | Time: 1200.26 ms [2022-03-07 00:14:07 main:574] : INFO : Epoch 1883 | loss: 0.0311333 | val_loss: 0.0311604 | Time: 1212.04 ms [2022-03-07 00:14:08 main:574] : INFO : Epoch 1884 | loss: 0.0311362 | val_loss: 0.0311533 | Time: 1199.98 ms [2022-03-07 00:14:09 main:574] : INFO : Epoch 1885 | loss: 0.031134 | val_loss: 0.0311528 | Time: 1205.68 ms [2022-03-07 00:14:10 main:574] : INFO : Epoch 1886 | loss: 0.031132 | val_loss: 0.0311603 | Time: 1195.75 ms [2022-03-07 00:14:12 main:574] : INFO : Epoch 1887 | loss: 0.0311359 | val_loss: 0.0311583 | Time: 1185.08 ms [2022-03-07 00:14:13 main:574] : INFO : Epoch 1888 | loss: 0.0311349 | val_loss: 0.0311561 | Time: 1211.85 ms [2022-03-07 00:14:14 main:574] : INFO : Epoch 1889 | loss: 0.0311339 | val_loss: 0.0311602 | Time: 1205.59 ms [2022-03-07 00:14:15 main:574] : INFO : Epoch 1890 | loss: 0.0311303 | val_loss: 0.0311524 | Time: 1221.65 ms [2022-03-07 00:14:16 main:574] : INFO : Epoch 1891 | loss: 0.0311294 | val_loss: 0.0311505 | Time: 1202.84 ms [2022-03-07 00:14:18 main:574] : INFO : Epoch 1892 | loss: 0.0311292 | val_loss: 0.0311548 | Time: 1211.24 ms [2022-03-07 00:14:19 main:574] : INFO : Epoch 1893 | loss: 0.0311275 | val_loss: 0.0311512 | Time: 1182.3 ms [2022-03-07 00:14:20 main:574] : INFO : Epoch 1894 | loss: 0.0311263 | val_loss: 0.0311496 | Time: 1204.43 ms [2022-03-07 00:14:21 main:574] : INFO : Epoch 1895 | loss: 0.0311316 | val_loss: 0.0311534 | Time: 1194.32 ms [2022-03-07 00:14:22 main:574] : INFO : Epoch 1896 | loss: 0.0311311 | val_loss: 0.0311534 | Time: 1187.77 ms [2022-03-07 00:14:24 main:574] : INFO : Epoch 1897 | loss: 0.0311315 | val_loss: 0.0311527 | Time: 1185.83 ms [2022-03-07 00:14:25 main:574] : INFO : Epoch 1898 | loss: 0.0311296 | val_loss: 0.0311529 | Time: 1187.53 ms [2022-03-07 00:14:26 main:574] : INFO : Epoch 1899 | loss: 0.0311297 | val_loss: 0.0311544 | Time: 1192.85 ms [2022-03-07 00:14:27 main:574] : INFO : Epoch 1900 | loss: 0.0311309 | val_loss: 0.0311513 | Time: 1183.32 ms [2022-03-07 00:14:28 main:574] : INFO : Epoch 1901 | loss: 0.0311325 | val_loss: 0.0311535 | Time: 1200.03 ms [2022-03-07 00:14:30 main:574] : INFO : Epoch 1902 | loss: 0.0311332 | val_loss: 0.0311532 | Time: 1183.12 ms [2022-03-07 00:14:31 main:574] : INFO : Epoch 1903 | loss: 0.0311307 | val_loss: 0.0311481 | Time: 1196.55 ms [2022-03-07 00:14:32 main:574] : INFO : Epoch 1904 | loss: 0.0311302 | val_loss: 0.031148 | Time: 1193.55 ms [2022-03-07 00:14:33 main:574] : INFO : Epoch 1905 | loss: 0.0311298 | val_loss: 0.0311472 | Time: 1201.04 ms [2022-03-07 00:14:34 main:574] : INFO : Epoch 1906 | loss: 0.0311304 | val_loss: 0.0311525 | Time: 1183.28 ms [2022-03-07 00:14:35 main:574] : INFO : Epoch 1907 | loss: 0.0311302 | val_loss: 0.0311519 | Time: 1179.98 ms [2022-03-07 00:14:37 main:574] : INFO : Epoch 1908 | loss: 0.0311284 | val_loss: 0.0311498 | Time: 1193.93 ms [2022-03-07 00:14:38 main:574] : INFO : Epoch 1909 | loss: 0.0311287 | val_loss: 0.031148 | Time: 1204.93 ms [2022-03-07 00:14:39 main:574] : INFO : Epoch 1910 | loss: 0.0311281 | val_loss: 0.0311499 | Time: 1169.68 ms [2022-03-07 00:14:40 main:574] : INFO : Epoch 1911 | loss: 0.0311275 | val_loss: 0.0311487 | Time: 1197.59 ms [2022-03-07 00:14:41 main:574] : INFO : Epoch 1912 | loss: 0.0311318 | val_loss: 0.0311558 | Time: 1191.8 ms [2022-03-07 00:14:43 main:574] : INFO : Epoch 1913 | loss: 0.0311323 | val_loss: 0.031152 | Time: 1201.94 ms [2022-03-07 00:14:44 main:574] : INFO : Epoch 1914 | loss: 0.0311307 | val_loss: 0.03115 | Time: 1184.51 ms [2022-03-07 00:14:45 main:574] : INFO : Epoch 1915 | loss: 0.0311292 | val_loss: 0.0311499 | Time: 1199.67 ms [2022-03-07 00:14:46 main:574] : INFO : Epoch 1916 | loss: 0.0311316 | val_loss: 0.0311488 | Time: 1212.82 ms [2022-03-07 00:14:47 main:574] : INFO : Epoch 1917 | loss: 0.0311334 | val_loss: 0.0311527 | Time: 1166.21 ms [2022-03-07 00:14:49 main:574] : INFO : Epoch 1918 | loss: 0.0311378 | val_loss: 0.0311561 | Time: 1181.69 ms [2022-03-07 00:14:50 main:574] : INFO : Epoch 1919 | loss: 0.0311416 | val_loss: 0.0311519 | Time: 1196.07 ms [2022-03-07 00:14:51 main:574] : INFO : Epoch 1920 | loss: 0.0311391 | val_loss: 0.0311493 | Time: 1179.72 ms [2022-03-07 00:14:52 main:574] : INFO : Epoch 1921 | loss: 0.0311334 | val_loss: 0.0311488 | Time: 1181.28 ms [2022-03-07 00:14:53 main:574] : INFO : Epoch 1922 | loss: 0.0311352 | val_loss: 0.0311603 | Time: 1165.27 ms [2022-03-07 00:14:55 main:574] : INFO : Epoch 1923 | loss: 0.0311348 | val_loss: 0.0311564 | Time: 1175.14 ms [2022-03-07 00:14:56 main:574] : INFO : Epoch 1924 | loss: 0.0311326 | val_loss: 0.0311507 | Time: 1183.98 ms [2022-03-07 00:14:57 main:574] : INFO : Epoch 1925 | loss: 0.0311325 | val_loss: 0.0311496 | Time: 1179.63 ms [2022-03-07 00:14:58 main:574] : INFO : Epoch 1926 | loss: 0.0311316 | val_loss: 0.0311487 | Time: 1210.2 ms [2022-03-07 00:14:59 main:574] : INFO : Epoch 1927 | loss: 0.0311306 | val_loss: 0.0311492 | Time: 1193.19 ms [2022-03-07 00:15:00 main:574] : INFO : Epoch 1928 | loss: 0.0311352 | val_loss: 0.0311512 | Time: 1184.38 ms [2022-03-07 00:15:02 main:574] : INFO : Epoch 1929 | loss: 0.0311374 | val_loss: 0.0311493 | Time: 1193.72 ms [2022-03-07 00:15:03 main:574] : INFO : Epoch 1930 | loss: 0.0311368 | val_loss: 0.031148 | Time: 1178.74 ms [2022-03-07 00:15:04 main:574] : INFO : Epoch 1931 | loss: 0.0311401 | val_loss: 0.0311502 | Time: 1173.1 ms [2022-03-07 00:15:05 main:574] : INFO : Epoch 1932 | loss: 0.0311367 | val_loss: 0.0311494 | Time: 1187.55 ms [2022-03-07 00:15:06 main:574] : INFO : Epoch 1933 | loss: 0.0311357 | val_loss: 0.0311477 | Time: 1183.9 ms [2022-03-07 00:15:08 main:574] : INFO : Epoch 1934 | loss: 0.0311358 | val_loss: 0.0311514 | Time: 1178.71 ms [2022-03-07 00:15:09 main:574] : INFO : Epoch 1935 | loss: 0.0311358 | val_loss: 0.0311553 | Time: 1185.75 ms [2022-03-07 00:15:10 main:574] : INFO : Epoch 1936 | loss: 0.031136 | val_loss: 0.0311519 | Time: 1212.86 ms [2022-03-07 00:15:11 main:574] : INFO : Epoch 1937 | loss: 0.0311352 | val_loss: 0.0311508 | Time: 1187.51 ms [2022-03-07 00:15:12 main:574] : INFO : Epoch 1938 | loss: 0.0311372 | val_loss: 0.0311601 | Time: 1210.49 ms [2022-03-07 00:15:14 main:574] : INFO : Epoch 1939 | loss: 0.0311406 | val_loss: 0.0311537 | Time: 1203.95 ms [2022-03-07 00:15:15 main:574] : INFO : Epoch 1940 | loss: 0.0311357 | val_loss: 0.0311477 | Time: 1198.72 ms [2022-03-07 00:15:16 main:574] : INFO : Epoch 1941 | loss: 0.0311381 | val_loss: 0.0311496 | Time: 1194.48 ms [2022-03-07 00:15:17 main:574] : INFO : Epoch 1942 | loss: 0.0311384 | val_loss: 0.0311519 | Time: 1186.12 ms [2022-03-07 00:15:18 main:574] : INFO : Epoch 1943 | loss: 0.0311375 | val_loss: 0.0311535 | Time: 1184.91 ms [2022-03-07 00:15:20 main:574] : INFO : Epoch 1944 | loss: 0.0311364 | val_loss: 0.031152 | Time: 1186.7 ms [2022-03-07 00:15:21 main:574] : INFO : Epoch 1945 | loss: 0.0311342 | val_loss: 0.0311533 | Time: 1180.81 ms [2022-03-07 00:15:22 main:574] : INFO : Epoch 1946 | loss: 0.0311369 | val_loss: 0.0311538 | Time: 1198.78 ms [2022-03-07 00:15:23 main:574] : INFO : Epoch 1947 | loss: 0.0311363 | val_loss: 0.0311534 | Time: 1176.73 ms [2022-03-07 00:15:24 main:574] : INFO : Epoch 1948 | loss: 0.0311372 | val_loss: 0.0311543 | Time: 1214 ms [2022-03-07 00:15:25 main:574] : INFO : Epoch 1949 | loss: 0.0311351 | val_loss: 0.0311498 | Time: 1177.79 ms [2022-03-07 00:15:27 main:574] : INFO : Epoch 1950 | loss: 0.0311379 | val_loss: 0.0311541 | Time: 1205.08 ms [2022-03-07 00:15:28 main:574] : INFO : Epoch 1951 | loss: 0.0311379 | val_loss: 0.0311573 | Time: 1183.31 ms [2022-03-07 00:15:29 main:574] : INFO : Epoch 1952 | loss: 0.0311364 | val_loss: 0.0311543 | Time: 1202.04 ms [2022-03-07 00:15:30 main:574] : INFO : Epoch 1953 | loss: 0.0311404 | val_loss: 0.0311557 | Time: 1188.52 ms [2022-03-07 00:15:31 main:574] : INFO : Epoch 1954 | loss: 0.0311393 | val_loss: 0.0311529 | Time: 1194.63 ms [2022-03-07 00:15:33 main:574] : INFO : Epoch 1955 | loss: 0.0311374 | val_loss: 0.0311525 | Time: 1208.26 ms [2022-03-07 00:15:34 main:574] : INFO : Epoch 1956 | loss: 0.0311353 | val_loss: 0.0311516 | Time: 1195.9 ms [2022-03-07 00:15:35 main:574] : INFO : Epoch 1957 | loss: 0.0311387 | val_loss: 0.031151 | Time: 1171.56 ms [2022-03-07 00:15:36 main:574] : INFO : Epoch 1958 | loss: 0.0311372 | val_loss: 0.0311513 | Time: 1186.88 ms [2022-03-07 00:15:37 main:574] : INFO : Epoch 1959 | loss: 0.0311386 | val_loss: 0.0311505 | Time: 1193.79 ms [2022-03-07 00:15:39 main:574] : INFO : Epoch 1960 | loss: 0.03114 | val_loss: 0.0311516 | Time: 1180.42 ms [2022-03-07 00:15:40 main:574] : INFO : Epoch 1961 | loss: 0.0311376 | val_loss: 0.031151 | Time: 1188.85 ms [2022-03-07 00:15:41 main:574] : INFO : Epoch 1962 | loss: 0.0311382 | val_loss: 0.0311557 | Time: 1176.47 ms [2022-03-07 00:15:42 main:574] : INFO : Epoch 1963 | loss: 0.0311391 | val_loss: 0.0311539 | Time: 1187.15 ms [2022-03-07 00:15:43 main:574] : INFO : Epoch 1964 | loss: 0.0311376 | val_loss: 0.0311505 | Time: 1205.94 ms [2022-03-07 00:15:45 main:574] : INFO : Epoch 1965 | loss: 0.0311432 | val_loss: 0.0311494 | Time: 1184.82 ms [2022-03-07 00:15:46 main:574] : INFO : Epoch 1966 | loss: 0.0311401 | val_loss: 0.0311527 | Time: 1176.32 ms [2022-03-07 00:15:47 main:574] : INFO : Epoch 1967 | loss: 0.0311419 | val_loss: 0.0311471 | Time: 1204.52 ms [2022-03-07 00:15:48 main:574] : INFO : Epoch 1968 | loss: 0.0311474 | val_loss: 0.0311565 | Time: 1195.79 ms [2022-03-07 00:15:49 main:574] : INFO : Epoch 1969 | loss: 0.0311455 | val_loss: 0.0311534 | Time: 1182.78 ms [2022-03-07 00:15:51 main:574] : INFO : Epoch 1970 | loss: 0.0311464 | val_loss: 0.0311593 | Time: 1213.8 ms [2022-03-07 00:15:52 main:574] : INFO : Epoch 1971 | loss: 0.0311459 | val_loss: 0.0311526 | Time: 1193.46 ms [2022-03-07 00:15:53 main:574] : INFO : Epoch 1972 | loss: 0.0311418 | val_loss: 0.0311527 | Time: 1183.03 ms [2022-03-07 00:15:54 main:574] : INFO : Epoch 1973 | loss: 0.0311407 | val_loss: 0.0311514 | Time: 1199.82 ms [2022-03-07 00:15:55 main:574] : INFO : Epoch 1974 | loss: 0.0311431 | val_loss: 0.0311551 | Time: 1179.4 ms [2022-03-07 00:15:56 main:574] : INFO : Epoch 1975 | loss: 0.0311412 | val_loss: 0.0311512 | Time: 1188.53 ms [2022-03-07 00:15:58 main:574] : INFO : Epoch 1976 | loss: 0.0311415 | val_loss: 0.0311534 | Time: 1182.68 ms [2022-03-07 00:15:59 main:574] : INFO : Epoch 1977 | loss: 0.0311401 | val_loss: 0.0311509 | Time: 1195.93 ms [2022-03-07 00:16:00 main:574] : INFO : Epoch 1978 | loss: 0.0311388 | val_loss: 0.0311492 | Time: 1182.4 ms [2022-03-07 00:16:01 main:574] : INFO : Epoch 1979 | loss: 0.0311416 | val_loss: 0.0311491 | Time: 1200.43 ms [2022-03-07 00:16:02 main:574] : INFO : Epoch 1980 | loss: 0.0311403 | val_loss: 0.031155 | Time: 1211.86 ms [2022-03-07 00:16:04 main:574] : INFO : Epoch 1981 | loss: 0.0311384 | val_loss: 0.031156 | Time: 1200.14 ms [2022-03-07 00:16:05 main:574] : INFO : Epoch 1982 | loss: 0.0311384 | val_loss: 0.0311542 | Time: 1189.4 ms [2022-03-07 00:16:06 main:574] : INFO : Epoch 1983 | loss: 0.0311417 | val_loss: 0.0311558 | Time: 1183.51 ms [2022-03-07 00:16:07 main:574] : INFO : Epoch 1984 | loss: 0.0311399 | val_loss: 0.0311593 | Time: 1194.06 ms [2022-03-07 00:16:08 main:574] : INFO : Epoch 1985 | loss: 0.0311373 | val_loss: 0.0311519 | Time: 1202.9 ms [2022-03-07 00:16:10 main:574] : INFO : Epoch 1986 | loss: 0.0311364 | val_loss: 0.0311558 | Time: 1220.13 ms [2022-03-07 00:16:11 main:574] : INFO : Epoch 1987 | loss: 0.0311373 | val_loss: 0.0311498 | Time: 1201 ms [2022-03-07 00:16:12 main:574] : INFO : Epoch 1988 | loss: 0.0311372 | val_loss: 0.0311595 | Time: 1172.43 ms [2022-03-07 00:16:13 main:574] : INFO : Epoch 1989 | loss: 0.0311376 | val_loss: 0.0311544 | Time: 1198.42 ms [2022-03-07 00:16:14 main:574] : INFO : Epoch 1990 | loss: 0.031138 | val_loss: 0.0311591 | Time: 1214.51 ms [2022-03-07 00:16:16 main:574] : INFO : Epoch 1991 | loss: 0.0311378 | val_loss: 0.0311537 | Time: 1194.92 ms [2022-03-07 00:16:17 main:574] : INFO : Epoch 1992 | loss: 0.0311373 | val_loss: 0.0311516 | Time: 1190.91 ms [2022-03-07 00:16:18 main:574] : INFO : Epoch 1993 | loss: 0.0311398 | val_loss: 0.0311582 | Time: 1194.69 ms [2022-03-07 00:16:19 main:574] : INFO : Epoch 1994 | loss: 0.0311385 | val_loss: 0.0311581 | Time: 1179.26 ms [2022-03-07 00:16:20 main:574] : INFO : Epoch 1995 | loss: 0.0311397 | val_loss: 0.0311579 | Time: 1199.85 ms [2022-03-07 00:16:22 main:574] : INFO : Epoch 1996 | loss: 0.0311426 | val_loss: 0.0311568 | Time: 1197.65 ms [2022-03-07 00:16:23 main:574] : INFO : Epoch 1997 | loss: 0.0311401 | val_loss: 0.0311493 | Time: 1187.12 ms [2022-03-07 00:16:24 main:574] : INFO : Epoch 1998 | loss: 0.0311377 | val_loss: 0.0311478 | Time: 1201.94 ms [2022-03-07 00:16:25 main:574] : INFO : Epoch 1999 | loss: 0.0311347 | val_loss: 0.0311502 | Time: 1179.56 ms [2022-03-07 00:16:26 main:574] : INFO : Epoch 2000 | loss: 0.0311341 | val_loss: 0.0311494 | Time: 1178.9 ms [2022-03-07 00:16:28 main:574] : INFO : Epoch 2001 | loss: 0.0311346 | val_loss: 0.0311591 | Time: 1183.86 ms [2022-03-07 00:16:29 main:574] : INFO : Epoch 2002 | loss: 0.0311397 | val_loss: 0.031148 | Time: 1199.34 ms [2022-03-07 00:16:30 main:574] : INFO : Epoch 2003 | loss: 0.0311396 | val_loss: 0.0311486 | Time: 1203.66 ms [2022-03-07 00:16:31 main:574] : INFO : Epoch 2004 | loss: 0.0311362 | val_loss: 0.0311472 | Time: 1189.45 ms [2022-03-07 00:16:32 main:574] : INFO : Epoch 2005 | loss: 0.0311364 | val_loss: 0.0311521 | Time: 1191.24 ms [2022-03-07 00:16:34 main:574] : INFO : Epoch 2006 | loss: 0.0311394 | val_loss: 0.0311567 | Time: 1193.76 ms [2022-03-07 00:16:35 main:574] : INFO : Epoch 2007 | loss: 0.0311356 | val_loss: 0.0311462 | Time: 1205.7 ms [2022-03-07 00:16:36 main:574] : INFO : Epoch 2008 | loss: 0.0311339 | val_loss: 0.0311481 | Time: 1180.11 ms [2022-03-07 00:16:37 main:574] : INFO : Epoch 2009 | loss: 0.0311327 | val_loss: 0.0311483 | Time: 1206.9 ms [2022-03-07 00:16:38 main:574] : INFO : Epoch 2010 | loss: 0.0311321 | val_loss: 0.0311487 | Time: 1197.83 ms [2022-03-07 00:16:40 main:574] : INFO : Epoch 2011 | loss: 0.0311311 | val_loss: 0.03115 | Time: 1198.42 ms [2022-03-07 00:16:41 main:574] : INFO : Epoch 2012 | loss: 0.031133 | val_loss: 0.0311482 | Time: 1187.23 ms [2022-03-07 00:16:42 main:574] : INFO : Epoch 2013 | loss: 0.0311353 | val_loss: 0.0311455 | Time: 1206.9 ms [2022-03-07 00:16:43 main:574] : INFO : Epoch 2014 | loss: 0.0311343 | val_loss: 0.0311468 | Time: 1200.09 ms [2022-03-07 00:16:44 main:574] : INFO : Epoch 2015 | loss: 0.0311329 | val_loss: 0.0311474 | Time: 1178.23 ms [2022-03-07 00:16:46 main:574] : INFO : Epoch 2016 | loss: 0.0311326 | val_loss: 0.0311546 | Time: 1194.69 ms [2022-03-07 00:16:47 main:574] : INFO : Epoch 2017 | loss: 0.0311344 | val_loss: 0.0311453 | Time: 1202.16 ms [2022-03-07 00:16:48 main:574] : INFO : Epoch 2018 | loss: 0.0311343 | val_loss: 0.0311464 | Time: 1200.96 ms [2022-03-07 00:16:49 main:574] : INFO : Epoch 2019 | loss: 0.0311319 | val_loss: 0.0311478 | Time: 1201.82 ms [2022-03-07 00:16:50 main:574] : INFO : Epoch 2020 | loss: 0.0311335 | val_loss: 0.0311473 | Time: 1211.7 ms [2022-03-07 00:16:52 main:574] : INFO : Epoch 2021 | loss: 0.0311343 | val_loss: 0.0311507 | Time: 1196.17 ms [2022-03-07 00:16:53 main:574] : INFO : Epoch 2022 | loss: 0.0311358 | val_loss: 0.0311536 | Time: 1193.26 ms [2022-03-07 00:16:54 main:574] : INFO : Epoch 2023 | loss: 0.0311368 | val_loss: 0.0311509 | Time: 1180.18 ms [2022-03-07 00:16:55 main:574] : INFO : Epoch 2024 | loss: 0.0311327 | val_loss: 0.0311495 | Time: 1189.48 ms [2022-03-07 00:16:56 main:574] : INFO : Epoch 2025 | loss: 0.0311318 | val_loss: 0.031149 | Time: 1196.12 ms [2022-03-07 00:16:57 main:574] : INFO : Epoch 2026 | loss: 0.031131 | val_loss: 0.0311462 | Time: 1195.91 ms [2022-03-07 00:16:59 main:574] : INFO : Epoch 2027 | loss: 0.0311317 | val_loss: 0.0311545 | Time: 1206.63 ms [2022-03-07 00:17:00 main:574] : INFO : Epoch 2028 | loss: 0.0311304 | val_loss: 0.0311535 | Time: 1186.55 ms [2022-03-07 00:17:01 main:574] : INFO : Epoch 2029 | loss: 0.0311332 | val_loss: 0.0311628 | Time: 1198.5 ms [2022-03-07 00:17:02 main:574] : INFO : Epoch 2030 | loss: 0.0311358 | val_loss: 0.0311652 | Time: 1180.24 ms [2022-03-07 00:17:03 main:574] : INFO : Epoch 2031 | loss: 0.0311364 | val_loss: 0.0311478 | Time: 1183.02 ms [2022-03-07 00:17:05 main:574] : INFO : Epoch 2032 | loss: 0.0311327 | val_loss: 0.0311468 | Time: 1198.98 ms [2022-03-07 00:17:06 main:574] : INFO : Epoch 2033 | loss: 0.0311349 | val_loss: 0.0311558 | Time: 1197.11 ms [2022-03-07 00:17:07 main:574] : INFO : Epoch 2034 | loss: 0.0311336 | val_loss: 0.0311511 | Time: 1188.12 ms [2022-03-07 00:17:08 main:574] : INFO : Epoch 2035 | loss: 0.0311318 | val_loss: 0.0311493 | Time: 1188.7 ms [2022-03-07 00:17:09 main:574] : INFO : Epoch 2036 | loss: 0.0311305 | val_loss: 0.031152 | Time: 1190.35 ms [2022-03-07 00:17:11 main:574] : INFO : Epoch 2037 | loss: 0.031129 | val_loss: 0.0311518 | Time: 1187.28 ms [2022-03-07 00:17:12 main:574] : INFO : Epoch 2038 | loss: 0.0311297 | val_loss: 0.0311527 | Time: 1211.63 ms [2022-03-07 00:17:13 main:574] : INFO : Epoch 2039 | loss: 0.0311289 | val_loss: 0.0311491 | Time: 1187.5 ms [2022-03-07 00:17:14 main:574] : INFO : Epoch 2040 | loss: 0.0311277 | val_loss: 0.0311481 | Time: 1183.34 ms [2022-03-07 00:17:15 main:574] : INFO : Epoch 2041 | loss: 0.0311267 | val_loss: 0.0311479 | Time: 1177.14 ms [2022-03-07 00:17:17 main:574] : INFO : Epoch 2042 | loss: 0.0311271 | val_loss: 0.0311488 | Time: 1190.06 ms [2022-03-07 00:17:18 main:574] : INFO : Epoch 2043 | loss: 0.0311293 | val_loss: 0.0311507 | Time: 1203.32 ms [2022-03-07 00:17:19 main:574] : INFO : Epoch 2044 | loss: 0.0311286 | val_loss: 0.0311474 | Time: 1181.88 ms [2022-03-07 00:17:20 main:574] : INFO : Epoch 2045 | loss: 0.0311289 | val_loss: 0.0311507 | Time: 1183.68 ms [2022-03-07 00:17:21 main:574] : INFO : Epoch 2046 | loss: 0.0311296 | val_loss: 0.0311542 | Time: 1183.67 ms [2022-03-07 00:17:23 main:574] : INFO : Epoch 2047 | loss: 0.0311288 | val_loss: 0.0311492 | Time: 1192.95 ms [2022-03-07 00:17:24 main:574] : INFO : Epoch 2048 | loss: 0.0311313 | val_loss: 0.0311479 | Time: 1208.54 ms [2022-03-07 00:17:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311479 [2022-03-07 00:17:24 main:603] : INFO : Saving end state to config to file [2022-03-07 00:17:24 main:608] : INFO : Success, exiting.. 00:17:24 (7696): 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)