Task 14623964
| Name | ParityModified-1647048137-28213-3-0_1 |
| Workunit | 11430132 |
| Created | 18 Apr 2022, 14:14:38 UTC |
| Sent | 18 Apr 2022, 14:15:42 UTC |
| Report deadline | 26 Apr 2022, 14:15:42 UTC |
| Received | 18 Apr 2022, 17:20:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4503 |
| Run time | 39 min 27 sec |
| CPU time | 38 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,073.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311629 | val_loss: 0.0311668 | Time: 1130.71 ms [2022-04-18 10:08:39 main:574] : INFO : Epoch 1543 | loss: 0.031162 | val_loss: 0.0311673 | Time: 1132.49 ms [2022-04-18 10:08:40 main:574] : INFO : Epoch 1544 | loss: 0.0311617 | val_loss: 0.0311709 | Time: 1136.26 ms [2022-04-18 10:08:41 main:574] : INFO : Epoch 1545 | loss: 0.0311602 | val_loss: 0.0311684 | Time: 1148.44 ms [2022-04-18 10:08:42 main:574] : INFO : Epoch 1546 | loss: 0.0311632 | val_loss: 0.0311711 | Time: 1141.9 ms [2022-04-18 10:08:43 main:574] : INFO : Epoch 1547 | loss: 0.0311635 | val_loss: 0.0311714 | Time: 1138.04 ms [2022-04-18 10:08:45 main:574] : INFO : Epoch 1548 | loss: 0.0311616 | val_loss: 0.031169 | Time: 1143.41 ms [2022-04-18 10:08:46 main:574] : INFO : Epoch 1549 | loss: 0.0311649 | val_loss: 0.0311697 | Time: 1148.99 ms [2022-04-18 10:08:47 main:574] : INFO : Epoch 1550 | loss: 0.0311682 | val_loss: 0.0311709 | Time: 1159.02 ms [2022-04-18 10:08:48 main:574] : INFO : Epoch 1551 | loss: 0.031168 | val_loss: 0.0311716 | Time: 1161.61 ms [2022-04-18 10:08:49 main:574] : INFO : Epoch 1552 | loss: 0.0311653 | val_loss: 0.0311729 | Time: 1137.26 ms [2022-04-18 10:08:50 main:574] : INFO : Epoch 1553 | loss: 0.0311656 | val_loss: 0.0311717 | Time: 1158.21 ms [2022-04-18 10:08:52 main:574] : INFO : Epoch 1554 | loss: 0.0311675 | val_loss: 0.031171 | Time: 1149.51 ms [2022-04-18 10:08:53 main:574] : INFO : Epoch 1555 | loss: 0.031167 | val_loss: 0.0311707 | Time: 1147.33 ms [2022-04-18 10:08:54 main:574] : INFO : Epoch 1556 | loss: 0.0311647 | val_loss: 0.0311701 | Time: 1131.76 ms [2022-04-18 10:08:55 main:574] : INFO : Epoch 1557 | loss: 0.0311626 | val_loss: 0.0311693 | Time: 1142.75 ms [2022-04-18 10:08:56 main:574] : INFO : Epoch 1558 | loss: 0.0311623 | val_loss: 0.0311686 | Time: 1159.25 ms [2022-04-18 10:08:57 main:574] : INFO : Epoch 1559 | loss: 0.0311617 | val_loss: 0.0311693 | Time: 1138.36 ms [2022-04-18 10:08:58 main:574] : INFO : Epoch 1560 | loss: 0.0311627 | val_loss: 0.0311755 | Time: 1138.94 ms [2022-04-18 10:09:00 main:574] : INFO : Epoch 1561 | loss: 0.0311609 | val_loss: 0.03117 | Time: 1133.88 ms [2022-04-18 10:09:01 main:574] : INFO : Epoch 1562 | loss: 0.0311599 | val_loss: 0.0311713 | Time: 1141.74 ms [2022-04-18 10:09:02 main:574] : INFO : Epoch 1563 | loss: 0.0311604 | val_loss: 0.0311713 | Time: 1138.39 ms [2022-04-18 10:09:03 main:574] : INFO : Epoch 1564 | loss: 0.0311577 | val_loss: 0.0311698 | Time: 1142.22 ms [2022-04-18 10:09:04 main:574] : INFO : Epoch 1565 | loss: 0.0311571 | val_loss: 0.0311716 | Time: 1138.34 ms [2022-04-18 10:09:05 main:574] : INFO : Epoch 1566 | loss: 0.0311583 | val_loss: 0.0311717 | Time: 1142.5 ms [2022-04-18 10:09:06 main:574] : INFO : Epoch 1567 | loss: 0.0311587 | val_loss: 0.0311722 | Time: 1134.84 ms [2022-04-18 10:09:08 main:574] : INFO : Epoch 1568 | loss: 0.0311572 | val_loss: 0.0311682 | Time: 1141.68 ms [2022-04-18 10:09:09 main:574] : INFO : Epoch 1569 | loss: 0.0311591 | val_loss: 0.0311702 | Time: 1134.76 ms [2022-04-18 10:09:10 main:574] : INFO : Epoch 1570 | loss: 0.0311588 | val_loss: 0.0311692 | Time: 1142.69 ms [2022-04-18 10:09:11 main:574] : INFO : Epoch 1571 | loss: 0.0311568 | val_loss: 0.0311688 | Time: 1143.04 ms [2022-04-18 10:09:12 main:574] : INFO : Epoch 1572 | loss: 0.0311581 | val_loss: 0.0311661 | Time: 1151.04 ms [2022-04-18 10:09:13 main:574] : INFO : Epoch 1573 | loss: 0.0311571 | val_loss: 0.0311682 | Time: 1155.36 ms [2022-04-18 10:09:14 main:574] : INFO : Epoch 1574 | loss: 0.0311573 | val_loss: 0.0311681 | Time: 1124.13 ms [2022-04-18 10:09:16 main:574] : INFO : Epoch 1575 | loss: 0.0311553 | val_loss: 0.0311684 | Time: 1143.57 ms [2022-04-18 10:09:17 main:574] : INFO : Epoch 1576 | loss: 0.0311566 | val_loss: 0.0311756 | Time: 1139.48 ms [2022-04-18 10:09:18 main:574] : INFO : Epoch 1577 | loss: 0.0311601 | val_loss: 0.0311706 | Time: 1138.85 ms [2022-04-18 10:09:19 main:574] : INFO : Epoch 1578 | loss: 0.0311593 | val_loss: 0.0311766 | Time: 1131.99 ms [2022-04-18 10:09:20 main:574] : INFO : Epoch 1579 | loss: 0.0311587 | val_loss: 0.0311705 | Time: 1148.61 ms [2022-04-18 10:09:21 main:574] : INFO : Epoch 1580 | loss: 0.0311546 | val_loss: 0.0311705 | Time: 1149.95 ms [2022-04-18 10:09:22 main:574] : INFO : Epoch 1581 | loss: 0.0311549 | val_loss: 0.031172 | Time: 1143.15 ms [2022-04-18 10:09:24 main:574] : INFO : Epoch 1582 | loss: 0.031154 | val_loss: 0.0311722 | Time: 1133.86 ms [2022-04-18 10:09:25 main:574] : INFO : Epoch 1583 | loss: 0.0311556 | val_loss: 0.0311694 | Time: 1135.8 ms [2022-04-18 10:09:26 main:574] : INFO : Epoch 1584 | loss: 0.0311528 | val_loss: 0.031171 | Time: 1140.94 ms [2022-04-18 10:09:27 main:574] : INFO : Epoch 1585 | loss: 0.0311517 | val_loss: 0.0311688 | Time: 1144.01 ms [2022-04-18 10:09:28 main:574] : INFO : Epoch 1586 | loss: 0.0311521 | val_loss: 0.0311664 | Time: 1131.36 ms [2022-04-18 10:09:29 main:574] : INFO : Epoch 1587 | loss: 0.0311521 | val_loss: 0.0311708 | Time: 1136.42 ms [2022-04-18 10:09:30 main:574] : INFO : Epoch 1588 | loss: 0.0311542 | val_loss: 0.0311726 | Time: 1142.82 ms [2022-04-18 10:09:32 main:574] : INFO : Epoch 1589 | loss: 0.0311664 | val_loss: 0.0311695 | Time: 1136.66 ms [2022-04-18 10:09:33 main:574] : INFO : Epoch 1590 | loss: 0.0311646 | val_loss: 0.0311692 | Time: 1154.76 ms [2022-04-18 10:09:34 main:574] : INFO : Epoch 1591 | loss: 0.0311577 | val_loss: 0.0311674 | Time: 1135.86 ms [2022-04-18 10:09:35 main:574] : INFO : Epoch 1592 | loss: 0.0311555 | val_loss: 0.0311685 | Time: 1143.85 ms [2022-04-18 10:09:36 main:574] : INFO : Epoch 1593 | loss: 0.0311559 | val_loss: 0.0311704 | Time: 1135.8 ms [2022-04-18 10:09:37 main:574] : INFO : Epoch 1594 | loss: 0.0311561 | val_loss: 0.0311663 | Time: 1144.19 ms [2022-04-18 10:09:39 main:574] : INFO : Epoch 1595 | loss: 0.0311563 | val_loss: 0.0311683 | Time: 1135.01 ms [2022-04-18 10:09:40 main:574] : INFO : Epoch 1596 | loss: 0.0311551 | val_loss: 0.0311724 | Time: 1141.01 ms [2022-04-18 10:09:41 main:574] : INFO : Epoch 1597 | loss: 0.0311559 | val_loss: 0.0311662 | Time: 1147 ms [2022-04-18 10:09:42 main:574] : INFO : Epoch 1598 | loss: 0.0311558 | val_loss: 0.0311673 | Time: 1137.27 ms [2022-04-18 10:09:43 main:574] : INFO : Epoch 1599 | loss: 0.0311542 | val_loss: 0.0311692 | Time: 1161.83 ms [2022-04-18 10:09:44 main:574] : INFO : Epoch 1600 | loss: 0.0311539 | val_loss: 0.0311675 | Time: 1144.87 ms [2022-04-18 10:09:45 main:574] : INFO : Epoch 1601 | loss: 0.0311547 | val_loss: 0.0311689 | Time: 1136.26 ms [2022-04-18 10:09:47 main:574] : INFO : Epoch 1602 | loss: 0.0311525 | val_loss: 0.0311695 | Time: 1142.49 ms [2022-04-18 10:09:48 main:574] : INFO : Epoch 1603 | loss: 0.0311528 | val_loss: 0.0311683 | Time: 1139.77 ms [2022-04-18 10:09:49 main:574] : INFO : Epoch 1604 | loss: 0.031154 | val_loss: 0.031168 | Time: 1134.06 ms [2022-04-18 10:09:50 main:574] : INFO : Epoch 1605 | loss: 0.0311551 | val_loss: 0.031166 | Time: 1141.97 ms [2022-04-18 10:09:51 main:574] : INFO : Epoch 1606 | loss: 0.0311538 | val_loss: 0.031169 | Time: 1148.26 ms [2022-04-18 10:09:52 main:574] : INFO : Epoch 1607 | loss: 0.0311555 | val_loss: 0.0311707 | Time: 1152.62 ms [2022-04-18 10:09:53 main:574] : INFO : Epoch 1608 | loss: 0.0311531 | val_loss: 0.0311691 | Time: 1153.05 ms [2022-04-18 10:09:55 main:574] : INFO : Epoch 1609 | loss: 0.0311527 | val_loss: 0.0311668 | Time: 1137.99 ms [2022-04-18 10:09:56 main:574] : INFO : Epoch 1610 | loss: 0.0311543 | val_loss: 0.0311676 | Time: 1154.53 ms [2022-04-18 10:09:57 main:574] : INFO : Epoch 1611 | loss: 0.0311532 | val_loss: 0.0311688 | Time: 1158.49 ms [2022-04-18 10:09:58 main:574] : INFO : Epoch 1612 | loss: 0.0311551 | val_loss: 0.0311702 | Time: 1140.35 ms [2022-04-18 10:09:59 main:574] : INFO : Epoch 1613 | loss: 0.0311535 | val_loss: 0.0311681 | Time: 1134.14 ms [2022-04-18 10:10:00 main:574] : INFO : Epoch 1614 | loss: 0.0311518 | val_loss: 0.0311696 | Time: 1144.73 ms [2022-04-18 10:10:02 main:574] : INFO : Epoch 1615 | loss: 0.0311513 | val_loss: 0.0311682 | Time: 1141.25 ms [2022-04-18 10:10:03 main:574] : INFO : Epoch 1616 | loss: 0.0311513 | val_loss: 0.0311699 | Time: 1151.38 ms [2022-04-18 10:10:04 main:574] : INFO : Epoch 1617 | loss: 0.0311506 | val_loss: 0.0311699 | Time: 1168.34 ms [2022-04-18 10:10:05 main:574] : INFO : Epoch 1618 | loss: 0.0311522 | val_loss: 0.0311684 | Time: 1123.28 ms [2022-04-18 10:10:06 main:574] : INFO : Epoch 1619 | loss: 0.031151 | val_loss: 0.0311702 | Time: 1138.83 ms [2022-04-18 10:10:07 main:574] : INFO : Epoch 1620 | loss: 0.0311514 | val_loss: 0.0311696 | Time: 1138.46 ms [2022-04-18 10:10:08 main:574] : INFO : Epoch 1621 | loss: 0.0311518 | val_loss: 0.031168 | Time: 1149.35 ms [2022-04-18 10:10:10 main:574] : INFO : Epoch 1622 | loss: 0.0311511 | val_loss: 0.0311696 | Time: 1131.95 ms [2022-04-18 10:10:11 main:574] : INFO : Epoch 1623 | loss: 0.0311511 | val_loss: 0.0311672 | Time: 1137.96 ms [2022-04-18 10:10:12 main:574] : INFO : Epoch 1624 | loss: 0.0311506 | val_loss: 0.0311774 | Time: 1139.07 ms [2022-04-18 10:10:13 main:574] : INFO : Epoch 1625 | loss: 0.0311504 | val_loss: 0.0311671 | Time: 1137.31 ms [2022-04-18 10:10:14 main:574] : INFO : Epoch 1626 | loss: 0.0311507 | val_loss: 0.0311689 | Time: 1141.4 ms [2022-04-18 10:10:15 main:574] : INFO : Epoch 1627 | loss: 0.0311519 | val_loss: 0.0311707 | Time: 1145.57 ms [2022-04-18 10:10:16 main:574] : INFO : Epoch 1628 | loss: 0.0311517 | val_loss: 0.0311672 | Time: 1139.3 ms [2022-04-18 10:10:18 main:574] : INFO : Epoch 1629 | loss: 0.0311504 | val_loss: 0.0311677 | Time: 1150.95 ms [2022-04-18 10:10:19 main:574] : INFO : Epoch 1630 | loss: 0.0311502 | val_loss: 0.0311682 | Time: 1156.4 ms [2022-04-18 10:10:20 main:574] : INFO : Epoch 1631 | loss: 0.0311544 | val_loss: 0.0311683 | Time: 1145.52 ms [2022-04-18 10:10:21 main:574] : INFO : Epoch 1632 | loss: 0.0311508 | val_loss: 0.0311692 | Time: 1131.37 ms [2022-04-18 10:10:22 main:574] : INFO : Epoch 1633 | loss: 0.0311495 | val_loss: 0.0311661 | Time: 1137.6 ms [2022-04-18 10:10:23 main:574] : INFO : Epoch 1634 | loss: 0.031147 | val_loss: 0.0311647 | Time: 1140.5 ms [2022-04-18 10:10:24 main:574] : INFO : Epoch 1635 | loss: 0.0311462 | val_loss: 0.0311645 | Time: 1143.01 ms [2022-04-18 10:10:26 main:574] : INFO : Epoch 1636 | loss: 0.0311531 | val_loss: 0.0311691 | Time: 1129.71 ms [2022-04-18 10:10:27 main:574] : INFO : Epoch 1637 | loss: 0.0311587 | val_loss: 0.0311688 | Time: 1147.85 ms [2022-04-18 10:10:28 main:574] : INFO : Epoch 1638 | loss: 0.0311569 | val_loss: 0.0311698 | Time: 1136.53 ms [2022-04-18 10:10:29 main:574] : INFO : Epoch 1639 | loss: 0.0311567 | val_loss: 0.0311676 | Time: 1139.23 ms [2022-04-18 10:10:30 main:574] : INFO : Epoch 1640 | loss: 0.0311562 | val_loss: 0.0311704 | Time: 1131.52 ms [2022-04-18 10:10:31 main:574] : INFO : Epoch 1641 | loss: 0.0311557 | val_loss: 0.031167 | Time: 1144.67 ms [2022-04-18 10:10:33 main:574] : INFO : Epoch 1642 | loss: 0.0311546 | val_loss: 0.031169 | Time: 1172.22 ms [2022-04-18 10:10:34 main:574] : INFO : Epoch 1643 | loss: 0.0311532 | val_loss: 0.0311668 | Time: 1129.69 ms [2022-04-18 10:10:35 main:574] : INFO : Epoch 1644 | loss: 0.0311518 | val_loss: 0.0311685 | Time: 1157.68 ms [2022-04-18 10:10:36 main:574] : INFO : Epoch 1645 | loss: 0.0311517 | val_loss: 0.0311691 | Time: 1142.64 ms [2022-04-18 10:10:37 main:574] : INFO : Epoch 1646 | loss: 0.0311553 | val_loss: 0.0311695 | Time: 1158.83 ms [2022-04-18 10:10:38 main:574] : INFO : Epoch 1647 | loss: 0.0311543 | val_loss: 0.0311706 | Time: 1145.6 ms [2022-04-18 10:10:39 main:574] : INFO : Epoch 1648 | loss: 0.0311567 | val_loss: 0.0311761 | Time: 1146.38 ms [2022-04-18 10:10:41 main:574] : INFO : Epoch 1649 | loss: 0.0311664 | val_loss: 0.0311785 | Time: 1136.37 ms [2022-04-18 10:10:42 main:574] : INFO : Epoch 1650 | loss: 0.0311672 | val_loss: 0.0311722 | Time: 1158.49 ms [2022-04-18 10:10:43 main:574] : INFO : Epoch 1651 | loss: 0.0311615 | val_loss: 0.0311708 | Time: 1141.11 ms [2022-04-18 10:10:44 main:574] : INFO : Epoch 1652 | loss: 0.0311577 | val_loss: 0.0311773 | Time: 1146.21 ms [2022-04-18 10:10:45 main:574] : INFO : Epoch 1653 | loss: 0.0311605 | val_loss: 0.0311709 | Time: 1145.92 ms [2022-04-18 10:10:46 main:574] : INFO : Epoch 1654 | loss: 0.0311543 | val_loss: 0.0311702 | Time: 1163.31 ms [2022-04-18 10:10:48 main:574] : INFO : Epoch 1655 | loss: 0.0311539 | val_loss: 0.0311673 | Time: 1146.97 ms [2022-04-18 10:10:49 main:574] : INFO : Epoch 1656 | loss: 0.0311537 | val_loss: 0.0311679 | Time: 1148.51 ms [2022-04-18 10:10:50 main:574] : INFO : Epoch 1657 | loss: 0.031155 | val_loss: 0.0311696 | Time: 1139.76 ms [2022-04-18 10:10:51 main:574] : INFO : Epoch 1658 | loss: 0.0311593 | val_loss: 0.0311747 | Time: 1137.28 ms [2022-04-18 10:10:52 main:574] : INFO : Epoch 1659 | loss: 0.0311576 | val_loss: 0.0311654 | Time: 1150.72 ms [2022-04-18 10:10:53 main:574] : INFO : Epoch 1660 | loss: 0.031154 | val_loss: 0.0311633 | Time: 1130.74 ms [2022-04-18 10:10:54 main:574] : INFO : Epoch 1661 | loss: 0.0311534 | val_loss: 0.0311642 | Time: 1153.36 ms [2022-04-18 10:10:56 main:574] : INFO : Epoch 1662 | loss: 0.0311515 | val_loss: 0.0311636 | Time: 1140.04 ms [2022-04-18 10:10:57 main:574] : INFO : Epoch 1663 | loss: 0.0311525 | val_loss: 0.031164 | Time: 1129.26 ms [2022-04-18 10:10:58 main:574] : INFO : Epoch 1664 | loss: 0.0311505 | val_loss: 0.031167 | Time: 1141.92 ms [2022-04-18 10:10:59 main:574] : INFO : Epoch 1665 | loss: 0.0311522 | val_loss: 0.0311688 | Time: 1149.87 ms [2022-04-18 10:11:00 main:574] : INFO : Epoch 1666 | loss: 0.0311537 | val_loss: 0.0311641 | Time: 1173.66 ms [2022-04-18 10:11:01 main:574] : INFO : Epoch 1667 | loss: 0.0311523 | val_loss: 0.0311672 | Time: 1229.36 ms [2022-04-18 10:11:03 main:574] : INFO : Epoch 1668 | loss: 0.0311516 | val_loss: 0.0311656 | Time: 1130.79 ms [2022-04-18 10:11:04 main:574] : INFO : Epoch 1669 | loss: 0.0311517 | val_loss: 0.0311687 | Time: 1149.29 ms [2022-04-18 10:11:05 main:574] : INFO : Epoch 1670 | loss: 0.0311527 | val_loss: 0.0311641 | Time: 1137.17 ms [2022-04-18 10:11:06 main:574] : INFO : Epoch 1671 | loss: 0.0311506 | val_loss: 0.0311656 | Time: 1140.43 ms [2022-04-18 10:11:07 main:574] : INFO : Epoch 1672 | loss: 0.0311518 | val_loss: 0.0311646 | Time: 1150.6 ms [2022-04-18 10:11:08 main:574] : INFO : Epoch 1673 | loss: 0.0311511 | val_loss: 0.0311689 | Time: 1148.87 ms [2022-04-18 10:11:09 main:574] : INFO : Epoch 1674 | loss: 0.031157 | val_loss: 0.0311683 | Time: 1137.58 ms [2022-04-18 10:11:11 main:574] : INFO : Epoch 1675 | loss: 0.0311554 | val_loss: 0.0311654 | Time: 1148.87 ms [2022-04-18 10:11:12 main:574] : INFO : Epoch 1676 | loss: 0.0311529 | val_loss: 0.0311635 | Time: 1147.69 ms [2022-04-18 10:11:13 main:574] : INFO : Epoch 1677 | loss: 0.0311509 | val_loss: 0.0311638 | Time: 1135.54 ms [2022-04-18 10:11:14 main:574] : INFO : Epoch 1678 | loss: 0.0311522 | val_loss: 0.0311641 | Time: 1135.08 ms [2022-04-18 10:11:15 main:574] : INFO : Epoch 1679 | loss: 0.03115 | val_loss: 0.0311639 | Time: 1142.93 ms [2022-04-18 10:11:16 main:574] : INFO : Epoch 1680 | loss: 0.0311479 | val_loss: 0.0311646 | Time: 1143.29 ms [2022-04-18 10:11:17 main:574] : INFO : Epoch 1681 | loss: 0.0311477 | val_loss: 0.0311646 | Time: 1137.49 ms [2022-04-18 10:11:19 main:574] : INFO : Epoch 1682 | loss: 0.0311474 | val_loss: 0.0311678 | Time: 1148.56 ms [2022-04-18 10:11:20 main:574] : INFO : Epoch 1683 | loss: 0.0311504 | val_loss: 0.0311651 | Time: 1145.96 ms [2022-04-18 10:11:21 main:574] : INFO : Epoch 1684 | loss: 0.0311485 | val_loss: 0.0311708 | Time: 1146.62 ms [2022-04-18 10:11:22 main:574] : INFO : Epoch 1685 | loss: 0.0311476 | val_loss: 0.0311617 | Time: 1156.73 ms [2022-04-18 10:11:23 main:574] : INFO : Epoch 1686 | loss: 0.0311452 | val_loss: 0.031163 | Time: 1139.72 ms [2022-04-18 10:11:24 main:574] : INFO : Epoch 1687 | loss: 0.0311474 | val_loss: 0.0311647 | Time: 1155.31 ms [2022-04-18 10:11:26 main:574] : INFO : Epoch 1688 | loss: 0.031151 | val_loss: 0.0311692 | Time: 1149.56 ms [2022-04-18 10:11:27 main:574] : INFO : Epoch 1689 | loss: 0.0311532 | val_loss: 0.0311674 | Time: 1152.2 ms [2022-04-18 10:11:28 main:574] : INFO : Epoch 1690 | loss: 0.0311514 | val_loss: 0.0311675 | Time: 1139.39 ms [2022-04-18 10:11:29 main:574] : INFO : Epoch 1691 | loss: 0.0311493 | val_loss: 0.031165 | Time: 1133.72 ms [2022-04-18 10:11:30 main:574] : INFO : Epoch 1692 | loss: 0.0311512 | val_loss: 0.0311643 | Time: 1147.29 ms [2022-04-18 10:11:31 main:574] : INFO : Epoch 1693 | loss: 0.0311493 | val_loss: 0.0311616 | Time: 1159.17 ms [2022-04-18 10:11:32 main:574] : INFO : Epoch 1694 | loss: 0.0311472 | val_loss: 0.031161 | Time: 1159.73 ms [2022-04-18 10:11:34 main:574] : INFO : Epoch 1695 | loss: 0.0311462 | val_loss: 0.0311622 | Time: 1148.98 ms [2022-04-18 10:11:35 main:574] : INFO : Epoch 1696 | loss: 0.0311459 | val_loss: 0.031164 | Time: 1143.09 ms [2022-04-18 10:11:36 main:574] : INFO : Epoch 1697 | loss: 0.0311446 | val_loss: 0.0311612 | Time: 1137.02 ms [2022-04-18 10:11:37 main:574] : INFO : Epoch 1698 | loss: 0.0311446 | val_loss: 0.031163 | Time: 1133.61 ms [2022-04-18 10:11:38 main:574] : INFO : Epoch 1699 | loss: 0.0311443 | val_loss: 0.0311626 | Time: 1135.69 ms [2022-04-18 10:11:39 main:574] : INFO : Epoch 1700 | loss: 0.0311461 | val_loss: 0.0311656 | Time: 1141.9 ms [2022-04-18 10:11:40 main:574] : INFO : Epoch 1701 | loss: 0.0311461 | val_loss: 0.0311645 | Time: 1136.6 ms [2022-04-18 10:11:42 main:574] : INFO : Epoch 1702 | loss: 0.0311463 | val_loss: 0.031166 | Time: 1147.52 ms [2022-04-18 10:11:43 main:574] : INFO : Epoch 1703 | loss: 0.031152 | val_loss: 0.0311625 | Time: 1150.1 ms [2022-04-18 10:11:44 main:574] : INFO : Epoch 1704 | loss: 0.0311484 | val_loss: 0.0311649 | Time: 1152.56 ms [2022-04-18 10:11:45 main:574] : INFO : Epoch 1705 | loss: 0.0311479 | val_loss: 0.0311647 | Time: 1143.53 ms [2022-04-18 10:11:46 main:574] : INFO : Epoch 1706 | loss: 0.0311481 | val_loss: 0.0311624 | Time: 1133.35 ms [2022-04-18 10:11:47 main:574] : INFO : Epoch 1707 | loss: 0.0311488 | val_loss: 0.0311629 | Time: 1149.27 ms [2022-04-18 10:11:49 main:574] : INFO : Epoch 1708 | loss: 0.0311471 | val_loss: 0.031162 | Time: 1149.08 ms [2022-04-18 10:11:50 main:574] : INFO : Epoch 1709 | loss: 0.031147 | val_loss: 0.0311626 | Time: 1157.21 ms [2022-04-18 10:11:51 main:574] : INFO : Epoch 1710 | loss: 0.0311492 | val_loss: 0.0311637 | Time: 1130.42 ms [2022-04-18 10:11:52 main:574] : INFO : Epoch 1711 | loss: 0.0311484 | val_loss: 0.0311642 | Time: 1145.39 ms [2022-04-18 10:11:53 main:574] : INFO : Epoch 1712 | loss: 0.0311465 | val_loss: 0.0311629 | Time: 1139.99 ms [2022-04-18 10:11:54 main:574] : INFO : Epoch 1713 | loss: 0.031147 | val_loss: 0.0311648 | Time: 1144.69 ms [2022-04-18 10:11:55 main:574] : INFO : Epoch 1714 | loss: 0.0311473 | val_loss: 0.0311644 | Time: 1145.22 ms [2022-04-18 10:11:57 main:574] : INFO : Epoch 1715 | loss: 0.0311575 | val_loss: 0.0311721 | Time: 1144.88 ms [2022-04-18 10:11:58 main:574] : INFO : Epoch 1716 | loss: 0.0311577 | val_loss: 0.0311659 | Time: 1141.31 ms [2022-04-18 10:11:59 main:574] : INFO : Epoch 1717 | loss: 0.031156 | val_loss: 0.0311645 | Time: 1149.54 ms [2022-04-18 10:12:00 main:574] : INFO : Epoch 1718 | loss: 0.0311548 | val_loss: 0.0311679 | Time: 1149.14 ms [2022-04-18 10:12:01 main:574] : INFO : Epoch 1719 | loss: 0.0311565 | val_loss: 0.0311668 | Time: 1128.07 ms [2022-04-18 10:12:02 main:574] : INFO : Epoch 1720 | loss: 0.03116 | val_loss: 0.0311624 | Time: 1143.53 ms [2022-04-18 10:12:04 main:574] : INFO : Epoch 1721 | loss: 0.0311593 | val_loss: 0.0311627 | Time: 1148.82 ms [2022-04-18 10:12:05 main:574] : INFO : Epoch 1722 | loss: 0.0311577 | val_loss: 0.0311648 | Time: 1150.96 ms [2022-04-18 10:12:06 main:574] : INFO : Epoch 1723 | loss: 0.0311567 | val_loss: 0.0311655 | Time: 1143.14 ms [2022-04-18 10:12:07 main:574] : INFO : Epoch 1724 | loss: 0.031156 | val_loss: 0.0311629 | Time: 1148.41 ms [2022-04-18 10:12:08 main:574] : INFO : Epoch 1725 | loss: 0.0311542 | val_loss: 0.0311649 | Time: 1138.76 ms [2022-04-18 10:12:09 main:574] : INFO : Epoch 1726 | loss: 0.0311559 | val_loss: 0.0311614 | Time: 1156.33 ms [2022-04-18 10:12:10 main:574] : INFO : Epoch 1727 | loss: 0.0311555 | val_loss: 0.0311618 | Time: 1139.84 ms [2022-04-18 10:12:12 main:574] : INFO : Epoch 1728 | loss: 0.0311533 | val_loss: 0.03116 | Time: 1148.67 ms [2022-04-18 10:12:13 main:574] : INFO : Epoch 1729 | loss: 0.0311523 | val_loss: 0.0311649 | Time: 1146.51 ms [2022-04-18 10:12:14 main:574] : INFO : Epoch 1730 | loss: 0.0311559 | val_loss: 0.031167 | Time: 1153.41 ms [2022-04-18 10:12:15 main:574] : INFO : Epoch 1731 | loss: 0.0311537 | val_loss: 0.0311618 | Time: 1150.49 ms [2022-04-18 10:12:16 main:574] : INFO : Epoch 1732 | loss: 0.0311508 | val_loss: 0.031163 | Time: 1142.72 ms [2022-04-18 10:12:17 main:574] : INFO : Epoch 1733 | loss: 0.031151 | val_loss: 0.0311621 | Time: 1127.88 ms [2022-04-18 10:12:18 main:574] : INFO : Epoch 1734 | loss: 0.03115 | val_loss: 0.0311629 | Time: 1144.72 ms [2022-04-18 10:12:20 main:574] : INFO : Epoch 1735 | loss: 0.0311507 | val_loss: 0.0311623 | Time: 1135.69 ms [2022-04-18 10:12:21 main:574] : INFO : Epoch 1736 | loss: 0.0311528 | val_loss: 0.0311618 | Time: 1137.44 ms [2022-04-18 10:12:22 main:574] : INFO : Epoch 1737 | loss: 0.0311503 | val_loss: 0.0311611 | Time: 1145.81 ms [2022-04-18 10:12:23 main:574] : INFO : Epoch 1738 | loss: 0.0311516 | val_loss: 0.0311679 | Time: 1143.98 ms [2022-04-18 10:12:24 main:574] : INFO : Epoch 1739 | loss: 0.0311564 | val_loss: 0.0311653 | Time: 1131.07 ms [2022-04-18 10:12:25 main:574] : INFO : Epoch 1740 | loss: 0.0311537 | val_loss: 0.0311646 | Time: 1144.24 ms [2022-04-18 10:12:26 main:574] : INFO : Epoch 1741 | loss: 0.0311563 | val_loss: 0.0311667 | Time: 1146.75 ms [2022-04-18 10:12:28 main:574] : INFO : Epoch 1742 | loss: 0.031158 | val_loss: 0.0311651 | Time: 1141.61 ms [2022-04-18 10:12:29 main:574] : INFO : Epoch 1743 | loss: 0.0311589 | val_loss: 0.0311668 | Time: 1144.32 ms [2022-04-18 10:12:30 main:574] : INFO : Epoch 1744 | loss: 0.0311642 | val_loss: 0.0311677 | Time: 1148.48 ms [2022-04-18 10:12:31 main:574] : INFO : Epoch 1745 | loss: 0.0311613 | val_loss: 0.0311645 | Time: 1162.62 ms [2022-04-18 10:12:32 main:574] : INFO : Epoch 1746 | loss: 0.0311584 | val_loss: 0.0311649 | Time: 1158.02 ms [2022-04-18 10:12:33 main:574] : INFO : Epoch 1747 | loss: 0.031158 | val_loss: 0.0311648 | Time: 1134.2 ms [2022-04-18 10:12:35 main:574] : INFO : Epoch 1748 | loss: 0.0311563 | val_loss: 0.0311643 | Time: 1154.92 ms [2022-04-18 10:12:36 main:574] : INFO : Epoch 1749 | loss: 0.0311532 | val_loss: 0.0311652 | Time: 1140.5 ms [2022-04-18 10:12:37 main:574] : INFO : Epoch 1750 | loss: 0.0311553 | val_loss: 0.0311655 | Time: 1145.23 ms [2022-04-18 10:12:38 main:574] : INFO : Epoch 1751 | loss: 0.0311548 | val_loss: 0.0311679 | Time: 1139.45 ms [2022-04-18 10:12:39 main:574] : INFO : Epoch 1752 | loss: 0.0311587 | val_loss: 0.0311654 | Time: 1147.97 ms [2022-04-18 10:12:40 main:574] : INFO : Epoch 1753 | loss: 0.0311552 | val_loss: 0.0311714 | Time: 1152.74 ms [2022-04-18 10:12:41 main:574] : INFO : Epoch 1754 | loss: 0.0311559 | val_loss: 0.031165 | Time: 1155.89 ms [2022-04-18 10:12:43 main:574] : INFO : Epoch 1755 | loss: 0.031153 | val_loss: 0.0311669 | Time: 1141.4 ms [2022-04-18 10:12:44 main:574] : INFO : Epoch 1756 | loss: 0.0311514 | val_loss: 0.0311647 | Time: 1134.12 ms [2022-04-18 10:12:45 main:574] : INFO : Epoch 1757 | loss: 0.0311502 | val_loss: 0.0311644 | Time: 1174.55 ms [2022-04-18 10:12:46 main:574] : INFO : Epoch 1758 | loss: 0.0311532 | val_loss: 0.031162 | Time: 1156.24 ms [2022-04-18 10:12:47 main:574] : INFO : Epoch 1759 | loss: 0.0311517 | val_loss: 0.0311636 | Time: 1143.77 ms [2022-04-18 10:12:48 main:574] : INFO : Epoch 1760 | loss: 0.0311515 | val_loss: 0.0311646 | Time: 1135.84 ms [2022-04-18 10:12:50 main:574] : INFO : Epoch 1761 | loss: 0.0311518 | val_loss: 0.0311627 | Time: 1146.48 ms [2022-04-18 10:12:51 main:574] : INFO : Epoch 1762 | loss: 0.0311515 | val_loss: 0.0311661 | Time: 1150.83 ms [2022-04-18 10:12:52 main:574] : INFO : Epoch 1763 | loss: 0.0311506 | val_loss: 0.031164 | Time: 1142.11 ms [2022-04-18 10:12:53 main:574] : INFO : Epoch 1764 | loss: 0.0311496 | val_loss: 0.031162 | Time: 1150.16 ms [2022-04-18 10:12:54 main:574] : INFO : Epoch 1765 | loss: 0.0311485 | val_loss: 0.0311625 | Time: 1145.66 ms [2022-04-18 10:12:55 main:574] : INFO : Epoch 1766 | loss: 0.0311477 | val_loss: 0.0311628 | Time: 1127.92 ms [2022-04-18 10:12:56 main:574] : INFO : Epoch 1767 | loss: 0.0311504 | val_loss: 0.0311642 | Time: 1138.52 ms [2022-04-18 10:12:58 main:574] : INFO : Epoch 1768 | loss: 0.0311615 | val_loss: 0.0311687 | Time: 1144.15 ms [2022-04-18 10:12:59 main:574] : INFO : Epoch 1769 | loss: 0.0311637 | val_loss: 0.0311698 | Time: 1138.12 ms [2022-04-18 10:13:00 main:574] : INFO : Epoch 1770 | loss: 0.0311693 | val_loss: 0.0311806 | Time: 1153.84 ms [2022-04-18 10:13:01 main:574] : INFO : Epoch 1771 | loss: 0.0311792 | val_loss: 0.0311738 | Time: 1140.32 ms [2022-04-18 10:13:02 main:574] : INFO : Epoch 1772 | loss: 0.0311753 | val_loss: 0.0311771 | Time: 1144.68 ms [2022-04-18 10:13:03 main:574] : INFO : Epoch 1773 | loss: 0.0311748 | val_loss: 0.0311754 | Time: 1147.11 ms [2022-04-18 10:13:05 main:574] : INFO : Epoch 1774 | loss: 0.0311762 | val_loss: 0.0311738 | Time: 1136.02 ms [2022-04-18 10:13:06 main:574] : INFO : Epoch 1775 | loss: 0.0311761 | val_loss: 0.0311721 | Time: 1159.55 ms [2022-04-18 10:13:07 main:574] : INFO : Epoch 1776 | loss: 0.0311769 | val_loss: 0.031174 | Time: 1144.77 ms [2022-04-18 10:13:08 main:574] : INFO : Epoch 1777 | loss: 0.0311789 | val_loss: 0.0311749 | Time: 1133.13 ms [2022-04-18 10:13:09 main:574] : INFO : Epoch 1778 | loss: 0.0311789 | val_loss: 0.0311773 | Time: 1134.9 ms [2022-04-18 10:13:10 main:574] : INFO : Epoch 1779 | loss: 0.0311781 | val_loss: 0.0311771 | Time: 1145.92 ms [2022-04-18 10:13:11 main:574] : INFO : Epoch 1780 | loss: 0.031179 | val_loss: 0.0311761 | Time: 1148.07 ms [2022-04-18 10:13:13 main:574] : INFO : Epoch 1781 | loss: 0.0311795 | val_loss: 0.0311777 | Time: 1162.27 ms [2022-04-18 10:13:14 main:574] : INFO : Epoch 1782 | loss: 0.0311838 | val_loss: 0.0311787 | Time: 1129.16 ms [2022-04-18 10:13:15 main:574] : INFO : Epoch 1783 | loss: 0.031181 | val_loss: 0.0311797 | Time: 1144.59 ms [2022-04-18 10:13:16 main:574] : INFO : Epoch 1784 | loss: 0.0311812 | val_loss: 0.0311807 | Time: 1144.11 ms [2022-04-18 10:13:17 main:574] : INFO : Epoch 1785 | loss: 0.0311787 | val_loss: 0.0311777 | Time: 1153.71 ms [2022-04-18 10:13:18 main:574] : INFO : Epoch 1786 | loss: 0.0311769 | val_loss: 0.0311763 | Time: 1153.92 ms [2022-04-18 10:13:19 main:574] : INFO : Epoch 1787 | loss: 0.031176 | val_loss: 0.0311756 | Time: 1157.52 ms [2022-04-18 10:13:21 main:574] : INFO : Epoch 1788 | loss: 0.0311756 | val_loss: 0.0311754 | Time: 1147.53 ms [2022-04-18 10:13:22 main:574] : INFO : Epoch 1789 | loss: 0.0311746 | val_loss: 0.0311758 | Time: 1135.52 ms [2022-04-18 10:13:23 main:574] : INFO : Epoch 1790 | loss: 0.0311749 | val_loss: 0.0311777 | Time: 1133.62 ms [2022-04-18 10:13:24 main:574] : INFO : Epoch 1791 | loss: 0.0311778 | val_loss: 0.0311767 | Time: 1146.75 ms [2022-04-18 10:13:25 main:574] : INFO : Epoch 1792 | loss: 0.0311766 | val_loss: 0.0311781 | Time: 1136.75 ms [2022-04-18 10:13:26 main:574] : INFO : Epoch 1793 | loss: 0.0311738 | val_loss: 0.0311745 | Time: 1143.31 ms [2022-04-18 10:13:28 main:574] : INFO : Epoch 1794 | loss: 0.0311728 | val_loss: 0.0311743 | Time: 1145.68 ms [2022-04-18 10:13:29 main:574] : INFO : Epoch 1795 | loss: 0.0311722 | val_loss: 0.0311748 | Time: 1136.28 ms [2022-04-18 10:13:30 main:574] : INFO : Epoch 1796 | loss: 0.0311747 | val_loss: 0.0311806 | Time: 1126.58 ms [2022-04-18 10:13:31 main:574] : INFO : Epoch 1797 | loss: 0.0311742 | val_loss: 0.0311747 | Time: 1161.39 ms [2022-04-18 10:13:32 main:574] : INFO : Epoch 1798 | loss: 0.0311732 | val_loss: 0.0311755 | Time: 1142.21 ms [2022-04-18 10:13:33 main:574] : INFO : Epoch 1799 | loss: 0.0311728 | val_loss: 0.0311762 | Time: 1143.44 ms [2022-04-18 10:13:34 main:574] : INFO : Epoch 1800 | loss: 0.0311714 | val_loss: 0.0311751 | Time: 1131.94 ms [2022-04-18 10:13:36 main:574] : INFO : Epoch 1801 | loss: 0.0311718 | val_loss: 0.0311746 | Time: 1144.19 ms [2022-04-18 10:13:37 main:574] : INFO : Epoch 1802 | loss: 0.0311713 | val_loss: 0.0311752 | Time: 1143.03 ms [2022-04-18 10:13:38 main:574] : INFO : Epoch 1803 | loss: 0.0311705 | val_loss: 0.0311755 | Time: 1145.8 ms [2022-04-18 10:13:39 main:574] : INFO : Epoch 1804 | loss: 0.0311728 | val_loss: 0.0311747 | Time: 1153.91 ms [2022-04-18 10:13:51 main:574] : INFO : Epoch 1805 | loss: 0.0311752 | val_loss: 0.0311763 | Time: 11515.3 ms [2022-04-18 10:13:52 main:574] : INFO : Epoch 1806 | loss: 0.0311752 | val_loss: 0.0311769 | Time: 1159.79 ms [2022-04-18 10:13:53 main:574] : INFO : Epoch 1807 | loss: 0.0311767 | val_loss: 0.0311759 | Time: 1136.46 ms [2022-04-18 10:13:54 main:574] : INFO : Epoch 1808 | loss: 0.0311756 | val_loss: 0.0311763 | Time: 1169.32 ms [2022-04-18 10:13:55 main:574] : INFO : Epoch 1809 | loss: 0.0311758 | val_loss: 0.031177 | Time: 1154.12 ms [2022-04-18 10:13:56 main:574] : INFO : Epoch 1810 | loss: 0.0311764 | val_loss: 0.0311796 | Time: 1148.78 ms [2022-04-18 10:13:57 main:574] : INFO : Epoch 1811 | loss: 0.0311757 | val_loss: 0.0311778 | Time: 1132.73 ms [2022-04-18 10:13:59 main:574] : INFO : Epoch 1812 | loss: 0.0311761 | val_loss: 0.0311807 | Time: 1147.45 ms [2022-04-18 10:14:00 main:574] : INFO : Epoch 1813 | loss: 0.0311763 | val_loss: 0.031181 | Time: 1132.78 ms [2022-04-18 10:14:01 main:574] : INFO : Epoch 1814 | loss: 0.0311722 | val_loss: 0.0311753 | Time: 1148.24 ms [2022-04-18 10:14:02 main:574] : INFO : Epoch 1815 | loss: 0.0311733 | val_loss: 0.0311774 | Time: 1142.54 ms [2022-04-18 10:14:03 main:574] : INFO : Epoch 1816 | loss: 0.0311732 | val_loss: 0.0311759 | Time: 1138.42 ms [2022-04-18 10:14:04 main:574] : INFO : Epoch 1817 | loss: 0.0311711 | val_loss: 0.0311744 | Time: 1151.13 ms [2022-04-18 10:14:05 main:574] : INFO : Epoch 1818 | loss: 0.031173 | val_loss: 0.0311757 | Time: 1134.79 ms [2022-04-18 10:14:07 main:574] : INFO : Epoch 1819 | loss: 0.0311746 | val_loss: 0.0311737 | Time: 1140.92 ms [2022-04-18 10:14:08 main:574] : INFO : Epoch 1820 | loss: 0.0311725 | val_loss: 0.0311731 | Time: 1135.67 ms [2022-04-18 10:14:09 main:574] : INFO : Epoch 1821 | loss: 0.0311712 | val_loss: 0.0311765 | Time: 1143.19 ms [2022-04-18 10:14:10 main:574] : INFO : Epoch 1822 | loss: 0.0311711 | val_loss: 0.031173 | Time: 1133.65 ms [2022-04-18 10:14:11 main:574] : INFO : Epoch 1823 | loss: 0.0311697 | val_loss: 0.031173 | Time: 1142.4 ms [2022-04-18 10:14:12 main:574] : INFO : Epoch 1824 | loss: 0.0311737 | val_loss: 0.0311747 | Time: 1146.72 ms [2022-04-18 10:14:14 main:574] : INFO : Epoch 1825 | loss: 0.0311766 | val_loss: 0.0311763 | Time: 1138.82 ms [2022-04-18 10:14:15 main:574] : INFO : Epoch 1826 | loss: 0.0311761 | val_loss: 0.0311723 | Time: 1140.35 ms [2022-04-18 10:14:16 main:574] : INFO : Epoch 1827 | loss: 0.0311735 | val_loss: 0.0311769 | Time: 1139.62 ms [2022-04-18 10:14:17 main:574] : INFO : Epoch 1828 | loss: 0.0311724 | val_loss: 0.0311727 | Time: 1135.06 ms [2022-04-18 10:14:18 main:574] : INFO : Epoch 1829 | loss: 0.0311723 | val_loss: 0.0311712 | Time: 1137.26 ms [2022-04-18 10:14:19 main:574] : INFO : Epoch 1830 | loss: 0.0311722 | val_loss: 0.0311736 | Time: 1141.25 ms [2022-04-18 10:14:20 main:574] : INFO : Epoch 1831 | loss: 0.0311722 | val_loss: 0.0311739 | Time: 1141.4 ms [2022-04-18 10:14:22 main:574] : INFO : Epoch 1832 | loss: 0.0311713 | val_loss: 0.0311728 | Time: 1148.72 ms [2022-04-18 10:14:23 main:574] : INFO : Epoch 1833 | loss: 0.0311712 | val_loss: 0.0311727 | Time: 1153.65 ms [2022-04-18 10:14:24 main:574] : INFO : Epoch 1834 | loss: 0.0311694 | val_loss: 0.0311727 | Time: 1142.37 ms [2022-04-18 10:14:25 main:574] : INFO : Epoch 1835 | loss: 0.0311702 | val_loss: 0.0311712 | Time: 1165.48 ms [2022-04-18 10:14:26 main:574] : INFO : Epoch 1836 | loss: 0.0311721 | val_loss: 0.0311739 | Time: 1156.69 ms [2022-04-18 10:14:27 main:574] : INFO : Epoch 1837 | loss: 0.0311722 | val_loss: 0.0311711 | Time: 1150.34 ms [2022-04-18 10:14:28 main:574] : INFO : Epoch 1838 | loss: 0.031172 | val_loss: 0.0311707 | Time: 1142.32 ms [2022-04-18 10:14:30 main:574] : INFO : Epoch 1839 | loss: 0.0311714 | val_loss: 0.0311729 | Time: 1133.86 ms [2022-04-18 10:14:31 main:574] : INFO : Epoch 1840 | loss: 0.0311702 | val_loss: 0.0311707 | Time: 1130.27 ms [2022-04-18 10:14:32 main:574] : INFO : Epoch 1841 | loss: 0.0311695 | val_loss: 0.0311701 | Time: 1135.13 ms [2022-04-18 10:14:33 main:574] : INFO : Epoch 1842 | loss: 0.0311692 | val_loss: 0.0311702 | Time: 1147.63 ms [2022-04-18 10:14:34 main:574] : INFO : Epoch 1843 | loss: 0.031169 | val_loss: 0.0311716 | Time: 1138.95 ms [2022-04-18 10:14:35 main:574] : INFO : Epoch 1844 | loss: 0.0311685 | val_loss: 0.0311718 | Time: 1146.11 ms [2022-04-18 10:14:36 main:574] : INFO : Epoch 1845 | loss: 0.0311693 | val_loss: 0.0311714 | Time: 1140.72 ms [2022-04-18 10:14:38 main:574] : INFO : Epoch 1846 | loss: 0.0311687 | val_loss: 0.031172 | Time: 1145.73 ms [2022-04-18 10:14:39 main:574] : INFO : Epoch 1847 | loss: 0.0311679 | val_loss: 0.0311721 | Time: 1125.96 ms [2022-04-18 10:14:40 main:574] : INFO : Epoch 1848 | loss: 0.0311673 | val_loss: 0.0311716 | Time: 1151.43 ms [2022-04-18 10:14:41 main:574] : INFO : Epoch 1849 | loss: 0.0311667 | val_loss: 0.031171 | Time: 1138.54 ms [2022-04-18 10:14:42 main:574] : INFO : Epoch 1850 | loss: 0.0311676 | val_loss: 0.0311768 | Time: 1143.01 ms [2022-04-18 10:14:43 main:574] : INFO : Epoch 1851 | loss: 0.0311675 | val_loss: 0.031174 | Time: 1146.54 ms [2022-04-18 10:14:45 main:574] : INFO : Epoch 1852 | loss: 0.0311666 | val_loss: 0.0311721 | Time: 1141.09 ms [2022-04-18 10:14:46 main:574] : INFO : Epoch 1853 | loss: 0.0311668 | val_loss: 0.0311705 | Time: 1150.59 ms [2022-04-18 10:14:47 main:574] : INFO : Epoch 1854 | loss: 0.0311671 | val_loss: 0.0311735 | Time: 1141.76 ms [2022-04-18 10:14:48 main:574] : INFO : Epoch 1855 | loss: 0.0311701 | val_loss: 0.0311732 | Time: 1137.58 ms [2022-04-18 10:14:49 main:574] : INFO : Epoch 1856 | loss: 0.0311687 | val_loss: 0.0311729 | Time: 1139.72 ms [2022-04-18 10:14:50 main:574] : INFO : Epoch 1857 | loss: 0.0311684 | val_loss: 0.0311727 | Time: 1157.07 ms [2022-04-18 10:15:02 main:574] : INFO : Epoch 1858 | loss: 0.0311711 | val_loss: 0.0311775 | Time: 11357 ms [2022-04-18 10:15:03 main:574] : INFO : Epoch 1859 | loss: 0.0311726 | val_loss: 0.0311759 | Time: 1146.73 ms [2022-04-18 10:15:04 main:574] : INFO : Epoch 1860 | loss: 0.0311711 | val_loss: 0.031177 | Time: 1126.73 ms [2022-04-18 10:15:05 main:574] : INFO : Epoch 1861 | loss: 0.0311697 | val_loss: 0.0311776 | Time: 1146.26 ms [2022-04-18 10:15:06 main:574] : INFO : Epoch 1862 | loss: 0.0311687 | val_loss: 0.0311787 | Time: 1143.71 ms [2022-04-18 10:15:07 main:574] : INFO : Epoch 1863 | loss: 0.031168 | val_loss: 0.0311805 | Time: 1157.04 ms [2022-04-18 10:15:09 main:574] : INFO : Epoch 1864 | loss: 0.0311673 | val_loss: 0.031174 | Time: 1150.99 ms [2022-04-18 10:15:10 main:574] : INFO : Epoch 1865 | loss: 0.0311669 | val_loss: 0.031176 | Time: 1142.69 ms [2022-04-18 10:15:11 main:574] : INFO : Epoch 1866 | loss: 0.0311656 | val_loss: 0.0311746 | Time: 1140.78 ms [2022-04-18 10:15:12 main:574] : INFO : Epoch 1867 | loss: 0.0311655 | val_loss: 0.0311808 | Time: 1145.45 ms [2022-04-18 10:15:13 main:574] : INFO : Epoch 1868 | loss: 0.0311659 | val_loss: 0.0311772 | Time: 1134.11 ms [2022-04-18 10:15:14 main:574] : INFO : Epoch 1869 | loss: 0.0311646 | val_loss: 0.0311812 | Time: 1138.78 ms [2022-04-18 10:15:15 main:574] : INFO : Epoch 1870 | loss: 0.0311676 | val_loss: 0.0311788 | Time: 1134.49 ms [2022-04-18 10:15:17 main:574] : INFO : Epoch 1871 | loss: 0.0311661 | val_loss: 0.0311731 | Time: 1139.55 ms [2022-04-18 10:15:18 main:574] : INFO : Epoch 1872 | loss: 0.0311626 | val_loss: 0.0311755 | Time: 1141.79 ms [2022-04-18 10:15:19 main:574] : INFO : Epoch 1873 | loss: 0.0311634 | val_loss: 0.0311817 | Time: 1145.4 ms [2022-04-18 10:15:20 main:574] : INFO : Epoch 1874 | loss: 0.0311628 | val_loss: 0.0311731 | Time: 1140.65 ms [2022-04-18 10:15:21 main:574] : INFO : Epoch 1875 | loss: 0.0311626 | val_loss: 0.0311751 | Time: 1153.36 ms [2022-04-18 10:15:22 main:574] : INFO : Epoch 1876 | loss: 0.0311619 | val_loss: 0.0311751 | Time: 1147.6 ms [2022-04-18 10:15:24 main:574] : INFO : Epoch 1877 | loss: 0.0311635 | val_loss: 0.0311773 | Time: 1151.54 ms [2022-04-18 10:15:25 main:574] : INFO : Epoch 1878 | loss: 0.0311617 | val_loss: 0.0311738 | Time: 1128.71 ms [2022-04-18 10:15:26 main:574] : INFO : Epoch 1879 | loss: 0.0311606 | val_loss: 0.0311741 | Time: 1144.61 ms [2022-04-18 10:15:27 main:574] : INFO : Epoch 1880 | loss: 0.0311601 | val_loss: 0.0311722 | Time: 1148.08 ms [2022-04-18 10:15:28 main:574] : INFO : Epoch 1881 | loss: 0.0311598 | val_loss: 0.0311759 | Time: 1141.42 ms [2022-04-18 10:15:29 main:574] : INFO : Epoch 1882 | loss: 0.0311603 | val_loss: 0.0311719 | Time: 1156.02 ms [2022-04-18 10:15:30 main:574] : INFO : Epoch 1883 | loss: 0.0311608 | val_loss: 0.0311725 | Time: 1142.85 ms [2022-04-18 10:15:32 main:574] : INFO : Epoch 1884 | loss: 0.031163 | val_loss: 0.0311725 | Time: 1142.8 ms [2022-04-18 10:15:33 main:574] : INFO : Epoch 1885 | loss: 0.0311608 | val_loss: 0.0311769 | Time: 1143.96 ms [2022-04-18 10:15:34 main:574] : INFO : Epoch 1886 | loss: 0.0311603 | val_loss: 0.0311819 | Time: 1144.18 ms [2022-04-18 10:15:35 main:574] : INFO : Epoch 1887 | loss: 0.0311595 | val_loss: 0.0311745 | Time: 1138.51 ms [2022-04-18 10:15:36 main:574] : INFO : Epoch 1888 | loss: 0.0311591 | val_loss: 0.0311769 | Time: 1152.38 ms [2022-04-18 10:15:37 main:574] : INFO : Epoch 1889 | loss: 0.0311589 | val_loss: 0.031176 | Time: 1143.99 ms [2022-04-18 10:15:38 main:574] : INFO : Epoch 1890 | loss: 0.031159 | val_loss: 0.0311768 | Time: 1141.11 ms [2022-04-18 10:15:40 main:574] : INFO : Epoch 1891 | loss: 0.0311587 | val_loss: 0.0311733 | Time: 1145 ms [2022-04-18 10:15:41 main:574] : INFO : Epoch 1892 | loss: 0.0311581 | val_loss: 0.0311758 | Time: 1150.07 ms [2022-04-18 10:15:42 main:574] : INFO : Epoch 1893 | loss: 0.0311617 | val_loss: 0.0311723 | Time: 1153.48 ms [2022-04-18 10:15:43 main:574] : INFO : Epoch 1894 | loss: 0.0311604 | val_loss: 0.0311746 | Time: 1132.79 ms [2022-04-18 10:15:44 main:574] : INFO : Epoch 1895 | loss: 0.0311582 | val_loss: 0.0311729 | Time: 1143.99 ms [2022-04-18 10:15:45 main:574] : INFO : Epoch 1896 | loss: 0.0311596 | val_loss: 0.0311699 | Time: 1141.02 ms [2022-04-18 10:15:46 main:574] : INFO : Epoch 1897 | loss: 0.0311576 | val_loss: 0.0311716 | Time: 1135.07 ms [2022-04-18 10:15:48 main:574] : INFO : Epoch 1898 | loss: 0.0311573 | val_loss: 0.031175 | Time: 1136.78 ms [2022-04-18 10:15:49 main:574] : INFO : Epoch 1899 | loss: 0.0311576 | val_loss: 0.0311692 | Time: 1153.55 ms [2022-04-18 10:15:50 main:574] : INFO : Epoch 1900 | loss: 0.0311571 | val_loss: 0.0311681 | Time: 1155.28 ms [2022-04-18 10:15:51 main:574] : INFO : Epoch 1901 | loss: 0.0311566 | val_loss: 0.0311708 | Time: 1157.1 ms [2022-04-18 10:15:52 main:574] : INFO : Epoch 1902 | loss: 0.0311568 | val_loss: 0.0311709 | Time: 1147.86 ms [2022-04-18 10:15:53 main:574] : INFO : Epoch 1903 | loss: 0.0311564 | val_loss: 0.0311712 | Time: 1156.76 ms [2022-04-18 10:15:55 main:574] : INFO : Epoch 1904 | loss: 0.0311578 | val_loss: 0.0311696 | Time: 1138.35 ms [2022-04-18 10:15:56 main:574] : INFO : Epoch 1905 | loss: 0.0311564 | val_loss: 0.0311761 | Time: 1155.42 ms [2022-04-18 10:15:57 main:574] : INFO : Epoch 1906 | loss: 0.0311592 | val_loss: 0.0311739 | Time: 1140.23 ms [2022-04-18 10:15:58 main:574] : INFO : Epoch 1907 | loss: 0.0311572 | val_loss: 0.0311694 | Time: 1139.34 ms [2022-04-18 10:15:59 main:574] : INFO : Epoch 1908 | loss: 0.0311609 | val_loss: 0.0311731 | Time: 1158.16 ms [2022-04-18 10:16:00 main:574] : INFO : Epoch 1909 | loss: 0.031159 | val_loss: 0.0311791 | Time: 1167.88 ms [2022-04-18 10:16:02 main:574] : INFO : Epoch 1910 | loss: 0.0311578 | val_loss: 0.0311737 | Time: 1131.59 ms [2022-04-18 10:16:03 main:574] : INFO : Epoch 1911 | loss: 0.0311568 | val_loss: 0.0311699 | Time: 1145.43 ms [2022-04-18 10:16:04 main:574] : INFO : Epoch 1912 | loss: 0.0311572 | val_loss: 0.0311694 | Time: 1142.54 ms [2022-04-18 10:16:05 main:574] : INFO : Epoch 1913 | loss: 0.0311641 | val_loss: 0.031173 | Time: 1143.21 ms [2022-04-18 10:16:06 main:574] : INFO : Epoch 1914 | loss: 0.0311646 | val_loss: 0.031173 | Time: 1157.77 ms [2022-04-18 10:16:07 main:574] : INFO : Epoch 1915 | loss: 0.0311639 | val_loss: 0.0311728 | Time: 1135.28 ms [2022-04-18 10:16:08 main:574] : INFO : Epoch 1916 | loss: 0.0311631 | val_loss: 0.0311727 | Time: 1164.03 ms [2022-04-18 10:16:10 main:574] : INFO : Epoch 1917 | loss: 0.0311642 | val_loss: 0.0311743 | Time: 1147.66 ms [2022-04-18 10:16:11 main:574] : INFO : Epoch 1918 | loss: 0.0311646 | val_loss: 0.0311747 | Time: 1137.06 ms [2022-04-18 10:16:12 main:574] : INFO : Epoch 1919 | loss: 0.0311653 | val_loss: 0.0311739 | Time: 1139.11 ms [2022-04-18 10:16:13 main:574] : INFO : Epoch 1920 | loss: 0.0311664 | val_loss: 0.0311729 | Time: 1139.22 ms [2022-04-18 10:16:14 main:574] : INFO : Epoch 1921 | loss: 0.0311658 | val_loss: 0.0311727 | Time: 1141.87 ms [2022-04-18 10:16:15 main:574] : INFO : Epoch 1922 | loss: 0.0311636 | val_loss: 0.0311712 | Time: 1149.19 ms [2022-04-18 10:16:16 main:574] : INFO : Epoch 1923 | loss: 0.0311648 | val_loss: 0.0311726 | Time: 1135 ms [2022-04-18 10:16:18 main:574] : INFO : Epoch 1924 | loss: 0.0311654 | val_loss: 0.0311719 | Time: 1142.45 ms [2022-04-18 10:16:19 main:574] : INFO : Epoch 1925 | loss: 0.0311655 | val_loss: 0.0311722 | Time: 1128.89 ms [2022-04-18 10:16:20 main:574] : INFO : Epoch 1926 | loss: 0.0311636 | val_loss: 0.0311694 | Time: 1132.25 ms [2022-04-18 10:16:21 main:574] : INFO : Epoch 1927 | loss: 0.0311625 | val_loss: 0.0311712 | Time: 1139.92 ms [2022-04-18 10:16:22 main:574] : INFO : Epoch 1928 | loss: 0.0311639 | val_loss: 0.0311734 | Time: 1132.54 ms [2022-04-18 10:16:23 main:574] : INFO : Epoch 1929 | loss: 0.0311643 | val_loss: 0.0311723 | Time: 1151.84 ms [2022-04-18 10:16:25 main:574] : INFO : Epoch 1930 | loss: 0.0311623 | val_loss: 0.0311688 | Time: 1160.47 ms [2022-04-18 10:16:26 main:574] : INFO : Epoch 1931 | loss: 0.0311607 | val_loss: 0.031169 | Time: 1151.4 ms [2022-04-18 10:16:27 main:574] : INFO : Epoch 1932 | loss: 0.031163 | val_loss: 0.0311692 | Time: 1140.84 ms [2022-04-18 10:16:28 main:574] : INFO : Epoch 1933 | loss: 0.0311636 | val_loss: 0.0311675 | Time: 1140.66 ms [2022-04-18 10:16:29 main:574] : INFO : Epoch 1934 | loss: 0.0311625 | val_loss: 0.0311688 | Time: 1134.3 ms [2022-04-18 10:16:30 main:574] : INFO : Epoch 1935 | loss: 0.0311638 | val_loss: 0.0311695 | Time: 1135.48 ms [2022-04-18 10:16:31 main:574] : INFO : Epoch 1936 | loss: 0.0311627 | val_loss: 0.0311695 | Time: 1150.93 ms [2022-04-18 10:16:33 main:574] : INFO : Epoch 1937 | loss: 0.0311605 | val_loss: 0.0311695 | Time: 1144.35 ms [2022-04-18 10:16:34 main:574] : INFO : Epoch 1938 | loss: 0.0311592 | val_loss: 0.0311709 | Time: 1165.26 ms [2022-04-18 10:16:35 main:574] : INFO : Epoch 1939 | loss: 0.0311612 | val_loss: 0.0311691 | Time: 1143.59 ms [2022-04-18 10:16:36 main:574] : INFO : Epoch 1940 | loss: 0.0311607 | val_loss: 0.0311684 | Time: 1141.56 ms [2022-04-18 10:16:37 main:574] : INFO : Epoch 1941 | loss: 0.0311616 | val_loss: 0.0311695 | Time: 1139.17 ms [2022-04-18 10:16:38 main:574] : INFO : Epoch 1942 | loss: 0.0311681 | val_loss: 0.0312025 | Time: 1134.06 ms [2022-04-18 10:16:39 main:574] : INFO : Epoch 1943 | loss: 0.0346057 | val_loss: 0.0340171 | Time: 1143.01 ms [2022-04-18 10:16:41 main:574] : INFO : Epoch 1944 | loss: 0.0344547 | val_loss: 0.0317184 | Time: 1146.81 ms [2022-04-18 10:16:42 main:574] : INFO : Epoch 1945 | loss: 0.0316574 | val_loss: 0.0312766 | Time: 1155.85 ms [2022-04-18 10:16:43 main:574] : INFO : Epoch 1946 | loss: 0.0312517 | val_loss: 0.0311974 | Time: 1135.24 ms [2022-04-18 10:16:44 main:574] : INFO : Epoch 1947 | loss: 0.0311844 | val_loss: 0.0311805 | Time: 1148.37 ms [2022-04-18 10:16:45 main:574] : INFO : Epoch 1948 | loss: 0.0311697 | val_loss: 0.031173 | Time: 1134.06 ms [2022-04-18 10:16:46 main:574] : INFO : Epoch 1949 | loss: 0.0311649 | val_loss: 0.0311688 | Time: 1146.82 ms [2022-04-18 10:16:48 main:574] : INFO : Epoch 1950 | loss: 0.0311629 | val_loss: 0.0311706 | Time: 1153.44 ms [2022-04-18 10:16:49 main:574] : INFO : Epoch 1951 | loss: 0.0311616 | val_loss: 0.03117 | Time: 1157.24 ms [2022-04-18 10:16:50 main:574] : INFO : Epoch 1952 | loss: 0.0311601 | val_loss: 0.0311704 | Time: 1134.07 ms [2022-04-18 10:16:51 main:574] : INFO : Epoch 1953 | loss: 0.0311595 | val_loss: 0.0311698 | Time: 1144.89 ms [2022-04-18 10:16:52 main:574] : INFO : Epoch 1954 | loss: 0.0311586 | val_loss: 0.0311718 | Time: 1128.73 ms [2022-04-18 10:16:53 main:574] : INFO : Epoch 1955 | loss: 0.0311582 | val_loss: 0.0311721 | Time: 1141.11 ms [2022-04-18 10:16:54 main:574] : INFO : Epoch 1956 | loss: 0.0311581 | val_loss: 0.0311722 | Time: 1132.25 ms [2022-04-18 10:16:56 main:574] : INFO : Epoch 1957 | loss: 0.0311569 | val_loss: 0.0311719 | Time: 1152.7 ms [2022-04-18 10:16:57 main:574] : INFO : Epoch 1958 | loss: 0.0311594 | val_loss: 0.0311697 | Time: 1146.07 ms [2022-04-18 10:16:58 main:574] : INFO : Epoch 1959 | loss: 0.0311604 | val_loss: 0.0311717 | Time: 1146.38 ms [2022-04-18 10:16:59 main:574] : INFO : Epoch 1960 | loss: 0.0311581 | val_loss: 0.0311686 | Time: 1137.38 ms [2022-04-18 10:17:00 main:574] : INFO : Epoch 1961 | loss: 0.0311576 | val_loss: 0.0311692 | Time: 1138.5 ms [2022-04-18 10:17:01 main:574] : INFO : Epoch 1962 | loss: 0.0311595 | val_loss: 0.0311713 | Time: 1133.97 ms [2022-04-18 10:17:02 main:574] : INFO : Epoch 1963 | loss: 0.0311584 | val_loss: 0.0311682 | Time: 1148.51 ms [2022-04-18 10:17:14 main:574] : INFO : Epoch 1964 | loss: 0.0311584 | val_loss: 0.0311685 | Time: 11519 ms [2022-04-18 10:17:15 main:574] : INFO : Epoch 1965 | loss: 0.0311582 | val_loss: 0.0311685 | Time: 1133.76 ms [2022-04-18 10:17:16 main:574] : INFO : Epoch 1966 | loss: 0.0311566 | val_loss: 0.0311682 | Time: 1137.48 ms [2022-04-18 10:17:17 main:574] : INFO : Epoch 1967 | loss: 0.0311567 | val_loss: 0.0311689 | Time: 1136.88 ms [2022-04-18 10:17:19 main:574] : INFO : Epoch 1968 | loss: 0.0311556 | val_loss: 0.0311683 | Time: 1142.64 ms [2022-04-18 10:17:20 main:574] : INFO : Epoch 1969 | loss: 0.0311568 | val_loss: 0.03117 | Time: 1147.26 ms [2022-04-18 10:17:21 main:574] : INFO : Epoch 1970 | loss: 0.0311574 | val_loss: 0.0311691 | Time: 1144.9 ms [2022-04-18 10:17:22 main:574] : INFO : Epoch 1971 | loss: 0.0311568 | val_loss: 0.0311702 | Time: 1138.39 ms [2022-04-18 10:17:23 main:574] : INFO : Epoch 1972 | loss: 0.0311546 | val_loss: 0.0311706 | Time: 1139.2 ms [2022-04-18 10:17:24 main:574] : INFO : Epoch 1973 | loss: 0.0311543 | val_loss: 0.0311734 | Time: 1141.81 ms [2022-04-18 10:17:25 main:574] : INFO : Epoch 1974 | loss: 0.0311545 | val_loss: 0.0311697 | Time: 1145.04 ms [2022-04-18 10:17:27 main:574] : INFO : Epoch 1975 | loss: 0.0311552 | val_loss: 0.0311711 | Time: 1144.29 ms [2022-04-18 10:17:28 main:574] : INFO : Epoch 1976 | loss: 0.0311551 | val_loss: 0.0311721 | Time: 1151.71 ms [2022-04-18 10:17:29 main:574] : INFO : Epoch 1977 | loss: 0.0311538 | val_loss: 0.0311716 | Time: 1150.74 ms [2022-04-18 10:17:30 main:574] : INFO : Epoch 1978 | loss: 0.031153 | val_loss: 0.031171 | Time: 1142.27 ms [2022-04-18 10:17:31 main:574] : INFO : Epoch 1979 | loss: 0.0311539 | val_loss: 0.0311718 | Time: 1150.85 ms [2022-04-18 10:17:32 main:574] : INFO : Epoch 1980 | loss: 0.0311539 | val_loss: 0.0311717 | Time: 1163.37 ms [2022-04-18 10:17:34 main:574] : INFO : Epoch 1981 | loss: 0.0311579 | val_loss: 0.0311697 | Time: 1135.58 ms [2022-04-18 10:17:35 main:574] : INFO : Epoch 1982 | loss: 0.0311661 | val_loss: 0.0311668 | Time: 1147.47 ms [2022-04-18 10:17:36 main:574] : INFO : Epoch 1983 | loss: 0.0311654 | val_loss: 0.0311704 | Time: 1151.03 ms [2022-04-18 10:17:37 main:574] : INFO : Epoch 1984 | loss: 0.031164 | val_loss: 0.0311685 | Time: 1150.15 ms [2022-04-18 10:17:38 main:574] : INFO : Epoch 1985 | loss: 0.0311612 | val_loss: 0.0311663 | Time: 1132.88 ms [2022-04-18 10:17:39 main:574] : INFO : Epoch 1986 | loss: 0.03116 | val_loss: 0.0311667 | Time: 1137.35 ms [2022-04-18 10:17:40 main:574] : INFO : Epoch 1987 | loss: 0.0311607 | val_loss: 0.0311696 | Time: 1147.47 ms [2022-04-18 10:17:42 main:574] : INFO : Epoch 1988 | loss: 0.0311602 | val_loss: 0.0311703 | Time: 1143.47 ms [2022-04-18 10:17:43 main:574] : INFO : Epoch 1989 | loss: 0.0311589 | val_loss: 0.0311674 | Time: 1137.54 ms [2022-04-18 10:17:44 main:574] : INFO : Epoch 1990 | loss: 0.0311581 | val_loss: 0.0311671 | Time: 1174.77 ms [2022-04-18 10:17:45 main:574] : INFO : Epoch 1991 | loss: 0.0311578 | val_loss: 0.0311664 | Time: 1161.19 ms [2022-04-18 10:17:46 main:574] : INFO : Epoch 1992 | loss: 0.0311562 | val_loss: 0.0311678 | Time: 1148.04 ms [2022-04-18 10:17:47 main:574] : INFO : Epoch 1993 | loss: 0.0311555 | val_loss: 0.0311647 | Time: 1143.97 ms [2022-04-18 10:17:49 main:574] : INFO : Epoch 1994 | loss: 0.0311555 | val_loss: 0.0311667 | Time: 1140.02 ms [2022-04-18 10:17:50 main:574] : INFO : Epoch 1995 | loss: 0.0311549 | val_loss: 0.0311664 | Time: 1137.02 ms [2022-04-18 10:17:51 main:574] : INFO : Epoch 1996 | loss: 0.0311572 | val_loss: 0.0311659 | Time: 1129.53 ms [2022-04-18 10:17:52 main:574] : INFO : Epoch 1997 | loss: 0.0311579 | val_loss: 0.0311659 | Time: 1138.47 ms [2022-04-18 10:17:53 main:574] : INFO : Epoch 1998 | loss: 0.0311564 | val_loss: 0.031165 | Time: 1143.89 ms [2022-04-18 10:18:05 main:574] : INFO : Epoch 1999 | loss: 0.0311554 | val_loss: 0.0311649 | Time: 11493.8 ms [2022-04-18 10:18:06 main:574] : INFO : Epoch 2000 | loss: 0.0311564 | val_loss: 0.0311654 | Time: 1150.55 ms [2022-04-18 10:18:07 main:574] : INFO : Epoch 2001 | loss: 0.0311559 | val_loss: 0.0311672 | Time: 1137.05 ms [2022-04-18 10:18:08 main:574] : INFO : Epoch 2002 | loss: 0.0311559 | val_loss: 0.0311667 | Time: 1134.42 ms [2022-04-18 10:18:09 main:574] : INFO : Epoch 2003 | loss: 0.0311555 | val_loss: 0.0311669 | Time: 1151.55 ms [2022-04-18 10:18:10 main:574] : INFO : Epoch 2004 | loss: 0.0311548 | val_loss: 0.0311681 | Time: 1140.76 ms [2022-04-18 10:18:11 main:574] : INFO : Epoch 2005 | loss: 0.0311549 | val_loss: 0.0311662 | Time: 1141.19 ms [2022-04-18 10:18:13 main:574] : INFO : Epoch 2006 | loss: 0.031157 | val_loss: 0.0311648 | Time: 1124.43 ms [2022-04-18 10:18:14 main:574] : INFO : Epoch 2007 | loss: 0.0311558 | val_loss: 0.0311672 | Time: 1146.63 ms [2022-04-18 10:18:15 main:574] : INFO : Epoch 2008 | loss: 0.0311561 | val_loss: 0.0311672 | Time: 1141.02 ms [2022-04-18 10:18:16 main:574] : INFO : Epoch 2009 | loss: 0.0311569 | val_loss: 0.0311681 | Time: 1169.55 ms [2022-04-18 10:18:17 main:574] : INFO : Epoch 2010 | loss: 0.0311561 | val_loss: 0.031167 | Time: 1143.28 ms [2022-04-18 10:18:18 main:574] : INFO : Epoch 2011 | loss: 0.0311552 | val_loss: 0.0311669 | Time: 1142.53 ms [2022-04-18 10:18:20 main:574] : INFO : Epoch 2012 | loss: 0.0311554 | val_loss: 0.0311701 | Time: 1136.22 ms [2022-04-18 10:18:21 main:574] : INFO : Epoch 2013 | loss: 0.0311555 | val_loss: 0.0311663 | Time: 1139.19 ms [2022-04-18 10:18:22 main:574] : INFO : Epoch 2014 | loss: 0.0311527 | val_loss: 0.0311681 | Time: 1138.97 ms [2022-04-18 10:18:23 main:574] : INFO : Epoch 2015 | loss: 0.0311558 | val_loss: 0.0311661 | Time: 1145.32 ms [2022-04-18 10:18:24 main:574] : INFO : Epoch 2016 | loss: 0.0311565 | val_loss: 0.0311664 | Time: 1150.13 ms [2022-04-18 10:18:25 main:574] : INFO : Epoch 2017 | loss: 0.0311571 | val_loss: 0.0311667 | Time: 1143.95 ms [2022-04-18 10:18:26 main:574] : INFO : Epoch 2018 | loss: 0.0311569 | val_loss: 0.0311695 | Time: 1142.23 ms [2022-04-18 10:18:28 main:574] : INFO : Epoch 2019 | loss: 0.0311563 | val_loss: 0.031169 | Time: 1132.75 ms [2022-04-18 10:18:29 main:574] : INFO : Epoch 2020 | loss: 0.0311567 | val_loss: 0.031167 | Time: 1130.79 ms [2022-04-18 10:18:30 main:574] : INFO : Epoch 2021 | loss: 0.0311541 | val_loss: 0.0311674 | Time: 1141.61 ms [2022-04-18 10:18:31 main:574] : INFO : Epoch 2022 | loss: 0.0311535 | val_loss: 0.031167 | Time: 1132.68 ms [2022-04-18 10:18:32 main:574] : INFO : Epoch 2023 | loss: 0.0311542 | val_loss: 0.0311648 | Time: 1144.83 ms [2022-04-18 10:18:33 main:574] : INFO : Epoch 2024 | loss: 0.0311539 | val_loss: 0.0311672 | Time: 1140.35 ms [2022-04-18 10:18:34 main:574] : INFO : Epoch 2025 | loss: 0.0311531 | val_loss: 0.0311674 | Time: 1153.51 ms [2022-04-18 10:18:36 main:574] : INFO : Epoch 2026 | loss: 0.0311529 | val_loss: 0.0311687 | Time: 1142.03 ms [2022-04-18 10:18:37 main:574] : INFO : Epoch 2027 | loss: 0.031152 | val_loss: 0.0311659 | Time: 1135.8 ms [2022-04-18 10:18:38 main:574] : INFO : Epoch 2028 | loss: 0.0311525 | val_loss: 0.0311688 | Time: 1139.14 ms [2022-04-18 10:18:39 main:574] : INFO : Epoch 2029 | loss: 0.0311543 | val_loss: 0.0311676 | Time: 1135.18 ms [2022-04-18 10:18:40 main:574] : INFO : Epoch 2030 | loss: 0.0311522 | val_loss: 0.031167 | Time: 1150.17 ms [2022-04-18 10:18:41 main:574] : INFO : Epoch 2031 | loss: 0.0311517 | val_loss: 0.031167 | Time: 1160.91 ms [2022-04-18 10:18:42 main:574] : INFO : Epoch 2032 | loss: 0.0311525 | val_loss: 0.0311691 | Time: 1139.9 ms [2022-04-18 10:18:44 main:574] : INFO : Epoch 2033 | loss: 0.0311533 | val_loss: 0.0311687 | Time: 1140.41 ms [2022-04-18 10:18:45 main:574] : INFO : Epoch 2034 | loss: 0.0311528 | val_loss: 0.0311679 | Time: 1141.88 ms [2022-04-18 10:18:46 main:574] : INFO : Epoch 2035 | loss: 0.0311506 | val_loss: 0.0311661 | Time: 1147.01 ms [2022-04-18 10:18:47 main:574] : INFO : Epoch 2036 | loss: 0.0311495 | val_loss: 0.0311682 | Time: 1140.67 ms [2022-04-18 10:18:48 main:574] : INFO : Epoch 2037 | loss: 0.031151 | val_loss: 0.0311724 | Time: 1155.77 ms [2022-04-18 10:18:49 main:574] : INFO : Epoch 2038 | loss: 0.0311507 | val_loss: 0.0311719 | Time: 1138.25 ms [2022-04-18 10:18:51 main:574] : INFO : Epoch 2039 | loss: 0.0311509 | val_loss: 0.0311688 | Time: 1133.49 ms [2022-04-18 10:18:52 main:574] : INFO : Epoch 2040 | loss: 0.03115 | val_loss: 0.0311699 | Time: 1145.01 ms [2022-04-18 10:18:53 main:574] : INFO : Epoch 2041 | loss: 0.0311502 | val_loss: 0.0311706 | Time: 1140.2 ms [2022-04-18 10:18:54 main:574] : INFO : Epoch 2042 | loss: 0.0311503 | val_loss: 0.0311701 | Time: 1141.25 ms [2022-04-18 10:18:55 main:574] : INFO : Epoch 2043 | loss: 0.0311488 | val_loss: 0.0311651 | Time: 1151.94 ms [2022-04-18 10:18:56 main:574] : INFO : Epoch 2044 | loss: 0.0311486 | val_loss: 0.0311697 | Time: 1143.57 ms [2022-04-18 10:18:57 main:574] : INFO : Epoch 2045 | loss: 0.031149 | val_loss: 0.0311697 | Time: 1142.94 ms [2022-04-18 10:18:59 main:574] : INFO : Epoch 2046 | loss: 0.0311489 | val_loss: 0.0311688 | Time: 1139.52 ms [2022-04-18 10:19:00 main:574] : INFO : Epoch 2047 | loss: 0.0311497 | val_loss: 0.0311718 | Time: 1132.45 ms [2022-04-18 10:19:01 main:574] : INFO : Epoch 2048 | loss: 0.0311487 | val_loss: 0.0311686 | Time: 1133.21 ms [2022-04-18 10:19:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311686 [2022-04-18 10:19:01 main:603] : INFO : Saving end state to config to file [2022-04-18 10:19:01 main:608] : INFO : Success, exiting.. 10:19:01 (1180): 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)