Task 12639149
| Name | ParityModified-1645992662-9535-3-0_1 |
| Workunit | 9726383 |
| Created | 7 Mar 2022, 11:09:41 UTC |
| Sent | 7 Mar 2022, 12:55:20 UTC |
| Report deadline | 15 Mar 2022, 12:55:20 UTC |
| Received | 7 Mar 2022, 14:51:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15876 |
| Run time | 41 min 13 sec |
| CPU time | 40 min 11 sec |
| 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> NFO : Epoch 1542 | loss: 0.0311439 | val_loss: 0.0311528 | Time: 1209.18 ms [2022-03-07 07:40:48 main:574] : INFO : Epoch 1543 | loss: 0.031142 | val_loss: 0.0311569 | Time: 1198.92 ms [2022-03-07 07:40:49 main:574] : INFO : Epoch 1544 | loss: 0.031142 | val_loss: 0.0311527 | Time: 1203.32 ms [2022-03-07 07:40:50 main:574] : INFO : Epoch 1545 | loss: 0.0311438 | val_loss: 0.0311584 | Time: 1190.21 ms [2022-03-07 07:40:51 main:574] : INFO : Epoch 1546 | loss: 0.031148 | val_loss: 0.0311581 | Time: 1201.07 ms [2022-03-07 07:40:53 main:574] : INFO : Epoch 1547 | loss: 0.0311505 | val_loss: 0.0311562 | Time: 1191.59 ms [2022-03-07 07:40:54 main:574] : INFO : Epoch 1548 | loss: 0.0311444 | val_loss: 0.0311591 | Time: 1187.57 ms [2022-03-07 07:40:55 main:574] : INFO : Epoch 1549 | loss: 0.0311424 | val_loss: 0.0311574 | Time: 1187.82 ms [2022-03-07 07:40:56 main:574] : INFO : Epoch 1550 | loss: 0.031143 | val_loss: 0.0311657 | Time: 1191.1 ms [2022-03-07 07:40:57 main:574] : INFO : Epoch 1551 | loss: 0.0311425 | val_loss: 0.0311597 | Time: 1193.81 ms [2022-03-07 07:40:58 main:574] : INFO : Epoch 1552 | loss: 0.031141 | val_loss: 0.0311571 | Time: 1185.65 ms [2022-03-07 07:41:00 main:574] : INFO : Epoch 1553 | loss: 0.0311405 | val_loss: 0.0311583 | Time: 1194.74 ms [2022-03-07 07:41:01 main:574] : INFO : Epoch 1554 | loss: 0.0311436 | val_loss: 0.0311603 | Time: 1204.81 ms [2022-03-07 07:41:02 main:574] : INFO : Epoch 1555 | loss: 0.0311412 | val_loss: 0.0311556 | Time: 1194.11 ms [2022-03-07 07:41:03 main:574] : INFO : Epoch 1556 | loss: 0.0311409 | val_loss: 0.0311563 | Time: 1204.03 ms [2022-03-07 07:41:04 main:574] : INFO : Epoch 1557 | loss: 0.0311419 | val_loss: 0.0311579 | Time: 1194.99 ms [2022-03-07 07:41:06 main:574] : INFO : Epoch 1558 | loss: 0.0311466 | val_loss: 0.0311588 | Time: 1203.19 ms [2022-03-07 07:41:07 main:574] : INFO : Epoch 1559 | loss: 0.0311435 | val_loss: 0.0311534 | Time: 1194.41 ms [2022-03-07 07:41:08 main:574] : INFO : Epoch 1560 | loss: 0.0311413 | val_loss: 0.0311548 | Time: 1195.64 ms [2022-03-07 07:41:09 main:574] : INFO : Epoch 1561 | loss: 0.0311401 | val_loss: 0.0311529 | Time: 1202.98 ms [2022-03-07 07:41:10 main:574] : INFO : Epoch 1562 | loss: 0.031138 | val_loss: 0.0311555 | Time: 1178.21 ms [2022-03-07 07:41:12 main:574] : INFO : Epoch 1563 | loss: 0.0311374 | val_loss: 0.0311534 | Time: 1185.14 ms [2022-03-07 07:41:13 main:574] : INFO : Epoch 1564 | loss: 0.0311371 | val_loss: 0.031154 | Time: 1191.66 ms [2022-03-07 07:41:14 main:574] : INFO : Epoch 1565 | loss: 0.0311366 | val_loss: 0.0311534 | Time: 1178.72 ms [2022-03-07 07:41:15 main:574] : INFO : Epoch 1566 | loss: 0.0311358 | val_loss: 0.0311528 | Time: 1187.74 ms [2022-03-07 07:41:16 main:574] : INFO : Epoch 1567 | loss: 0.0311362 | val_loss: 0.0311545 | Time: 1200.73 ms [2022-03-07 07:41:18 main:574] : INFO : Epoch 1568 | loss: 0.0311376 | val_loss: 0.031154 | Time: 1207.73 ms [2022-03-07 07:41:19 main:574] : INFO : Epoch 1569 | loss: 0.0311385 | val_loss: 0.0311593 | Time: 1209.27 ms [2022-03-07 07:41:20 main:574] : INFO : Epoch 1570 | loss: 0.0311381 | val_loss: 0.0311554 | Time: 1200.59 ms [2022-03-07 07:41:21 main:574] : INFO : Epoch 1571 | loss: 0.0311397 | val_loss: 0.0311604 | Time: 1175.83 ms [2022-03-07 07:41:22 main:574] : INFO : Epoch 1572 | loss: 0.0311392 | val_loss: 0.0311632 | Time: 1211.58 ms [2022-03-07 07:41:24 main:574] : INFO : Epoch 1573 | loss: 0.0311378 | val_loss: 0.0311562 | Time: 1187.98 ms [2022-03-07 07:41:25 main:574] : INFO : Epoch 1574 | loss: 0.0311358 | val_loss: 0.0311576 | Time: 1195.01 ms [2022-03-07 07:41:26 main:574] : INFO : Epoch 1575 | loss: 0.0311339 | val_loss: 0.0311539 | Time: 1203.54 ms [2022-03-07 07:41:27 main:574] : INFO : Epoch 1576 | loss: 0.0311339 | val_loss: 0.0311603 | Time: 1202.11 ms [2022-03-07 07:41:28 main:574] : INFO : Epoch 1577 | loss: 0.0311347 | val_loss: 0.0311653 | Time: 1194.26 ms [2022-03-07 07:41:30 main:574] : INFO : Epoch 1578 | loss: 0.031134 | val_loss: 0.0311747 | Time: 1198.55 ms [2022-03-07 07:41:31 main:574] : INFO : Epoch 1579 | loss: 0.0311347 | val_loss: 0.0311606 | Time: 1193.14 ms [2022-03-07 07:41:32 main:574] : INFO : Epoch 1580 | loss: 0.0311336 | val_loss: 0.0311676 | Time: 1209.41 ms [2022-03-07 07:41:33 main:574] : INFO : Epoch 1581 | loss: 0.0311357 | val_loss: 0.0311662 | Time: 1194.78 ms [2022-03-07 07:41:34 main:574] : INFO : Epoch 1582 | loss: 0.0311341 | val_loss: 0.0311585 | Time: 1203.04 ms [2022-03-07 07:41:36 main:574] : INFO : Epoch 1583 | loss: 0.0311349 | val_loss: 0.0311566 | Time: 1190.84 ms [2022-03-07 07:41:37 main:574] : INFO : Epoch 1584 | loss: 0.0311368 | val_loss: 0.0311608 | Time: 1189.55 ms [2022-03-07 07:41:38 main:574] : INFO : Epoch 1585 | loss: 0.0311361 | val_loss: 0.0311578 | Time: 1212.05 ms [2022-03-07 07:41:39 main:574] : INFO : Epoch 1586 | loss: 0.0311365 | val_loss: 0.0311618 | Time: 1203.51 ms [2022-03-07 07:41:40 main:574] : INFO : Epoch 1587 | loss: 0.0311394 | val_loss: 0.0311629 | Time: 1189.9 ms [2022-03-07 07:41:42 main:574] : INFO : Epoch 1588 | loss: 0.0311461 | val_loss: 0.0311633 | Time: 1174.78 ms [2022-03-07 07:41:43 main:574] : INFO : Epoch 1589 | loss: 0.0337805 | val_loss: 0.0315122 | Time: 1195 ms [2022-03-07 07:41:44 main:574] : INFO : Epoch 1590 | loss: 0.0486229 | val_loss: 0.0353909 | Time: 1177.33 ms [2022-03-07 07:41:45 main:574] : INFO : Epoch 1591 | loss: 0.0343217 | val_loss: 0.0315314 | Time: 1209.64 ms [2022-03-07 07:41:46 main:574] : INFO : Epoch 1592 | loss: 0.0315414 | val_loss: 0.0313803 | Time: 1216.67 ms [2022-03-07 07:41:48 main:574] : INFO : Epoch 1593 | loss: 0.0312895 | val_loss: 0.0312137 | Time: 1184.12 ms [2022-03-07 07:41:49 main:574] : INFO : Epoch 1594 | loss: 0.0312057 | val_loss: 0.0311906 | Time: 1205.58 ms [2022-03-07 07:41:50 main:574] : INFO : Epoch 1595 | loss: 0.0311896 | val_loss: 0.0311831 | Time: 1199.72 ms [2022-03-07 07:41:51 main:574] : INFO : Epoch 1596 | loss: 0.0311831 | val_loss: 0.0311748 | Time: 1208.03 ms [2022-03-07 07:41:52 main:574] : INFO : Epoch 1597 | loss: 0.0311777 | val_loss: 0.0311726 | Time: 1207.81 ms [2022-03-07 07:41:54 main:574] : INFO : Epoch 1598 | loss: 0.031177 | val_loss: 0.0311709 | Time: 1174.55 ms [2022-03-07 07:41:55 main:574] : INFO : Epoch 1599 | loss: 0.0311767 | val_loss: 0.0311743 | Time: 1193.81 ms [2022-03-07 07:41:56 main:574] : INFO : Epoch 1600 | loss: 0.0311767 | val_loss: 0.0311737 | Time: 1199.07 ms [2022-03-07 07:41:57 main:574] : INFO : Epoch 1601 | loss: 0.0311766 | val_loss: 0.0311702 | Time: 1193.66 ms [2022-03-07 07:41:58 main:574] : INFO : Epoch 1602 | loss: 0.0311755 | val_loss: 0.0311686 | Time: 1213.43 ms [2022-03-07 07:42:00 main:574] : INFO : Epoch 1603 | loss: 0.0311717 | val_loss: 0.0311672 | Time: 1186.22 ms [2022-03-07 07:42:01 main:574] : INFO : Epoch 1604 | loss: 0.0311717 | val_loss: 0.0311675 | Time: 1201.05 ms [2022-03-07 07:42:02 main:574] : INFO : Epoch 1605 | loss: 0.0311706 | val_loss: 0.0311679 | Time: 1200.56 ms [2022-03-07 07:42:03 main:574] : INFO : Epoch 1606 | loss: 0.0311691 | val_loss: 0.0311626 | Time: 1197.91 ms [2022-03-07 07:42:04 main:574] : INFO : Epoch 1607 | loss: 0.0311653 | val_loss: 0.0311625 | Time: 1196.37 ms [2022-03-07 07:42:06 main:574] : INFO : Epoch 1608 | loss: 0.0311628 | val_loss: 0.0311606 | Time: 1185.68 ms [2022-03-07 07:42:07 main:574] : INFO : Epoch 1609 | loss: 0.031161 | val_loss: 0.0311595 | Time: 1181.57 ms [2022-03-07 07:42:08 main:574] : INFO : Epoch 1610 | loss: 0.0311604 | val_loss: 0.0311595 | Time: 1206.67 ms [2022-03-07 07:42:09 main:574] : INFO : Epoch 1611 | loss: 0.0311602 | val_loss: 0.0311586 | Time: 1202.36 ms [2022-03-07 07:42:10 main:574] : INFO : Epoch 1612 | loss: 0.0311588 | val_loss: 0.0311572 | Time: 1214.51 ms [2022-03-07 07:42:12 main:574] : INFO : Epoch 1613 | loss: 0.0311584 | val_loss: 0.0311571 | Time: 1190.61 ms [2022-03-07 07:42:13 main:574] : INFO : Epoch 1614 | loss: 0.0311587 | val_loss: 0.0311569 | Time: 1185.25 ms [2022-03-07 07:42:14 main:574] : INFO : Epoch 1615 | loss: 0.0311575 | val_loss: 0.0311596 | Time: 1186.36 ms [2022-03-07 07:42:15 main:574] : INFO : Epoch 1616 | loss: 0.0311579 | val_loss: 0.0311573 | Time: 1196.09 ms [2022-03-07 07:42:16 main:574] : INFO : Epoch 1617 | loss: 0.031156 | val_loss: 0.0311558 | Time: 1208.27 ms [2022-03-07 07:42:18 main:574] : INFO : Epoch 1618 | loss: 0.0311548 | val_loss: 0.0311549 | Time: 1207.95 ms [2022-03-07 07:42:19 main:574] : INFO : Epoch 1619 | loss: 0.0311567 | val_loss: 0.0311572 | Time: 1174.17 ms [2022-03-07 07:42:20 main:574] : INFO : Epoch 1620 | loss: 0.0311548 | val_loss: 0.0311566 | Time: 1214.2 ms [2022-03-07 07:42:21 main:574] : INFO : Epoch 1621 | loss: 0.0311544 | val_loss: 0.0311556 | Time: 1199.79 ms [2022-03-07 07:42:22 main:574] : INFO : Epoch 1622 | loss: 0.0311544 | val_loss: 0.0311545 | Time: 1175.58 ms [2022-03-07 07:42:23 main:574] : INFO : Epoch 1623 | loss: 0.0311539 | val_loss: 0.0311534 | Time: 1199.97 ms [2022-03-07 07:42:25 main:574] : INFO : Epoch 1624 | loss: 0.031154 | val_loss: 0.0311542 | Time: 1175.45 ms [2022-03-07 07:42:26 main:574] : INFO : Epoch 1625 | loss: 0.0311533 | val_loss: 0.0311539 | Time: 1188.49 ms [2022-03-07 07:42:27 main:574] : INFO : Epoch 1626 | loss: 0.0311533 | val_loss: 0.0311542 | Time: 1188.33 ms [2022-03-07 07:42:28 main:574] : INFO : Epoch 1627 | loss: 0.0311534 | val_loss: 0.0311543 | Time: 1187.05 ms [2022-03-07 07:42:29 main:574] : INFO : Epoch 1628 | loss: 0.0311534 | val_loss: 0.0311544 | Time: 1196.2 ms [2022-03-07 07:42:31 main:574] : INFO : Epoch 1629 | loss: 0.031155 | val_loss: 0.0311559 | Time: 1199.54 ms [2022-03-07 07:42:32 main:574] : INFO : Epoch 1630 | loss: 0.0311558 | val_loss: 0.031161 | Time: 1205.98 ms [2022-03-07 07:42:33 main:574] : INFO : Epoch 1631 | loss: 0.0311637 | val_loss: 0.0311656 | Time: 1212.46 ms [2022-03-07 07:42:34 main:574] : INFO : Epoch 1632 | loss: 0.0311625 | val_loss: 0.0311648 | Time: 1185.25 ms [2022-03-07 07:42:35 main:574] : INFO : Epoch 1633 | loss: 0.0311591 | val_loss: 0.0311578 | Time: 1195.1 ms [2022-03-07 07:42:37 main:574] : INFO : Epoch 1634 | loss: 0.0311575 | val_loss: 0.0311565 | Time: 1195.15 ms [2022-03-07 07:42:38 main:574] : INFO : Epoch 1635 | loss: 0.0311558 | val_loss: 0.0311564 | Time: 1195.45 ms [2022-03-07 07:42:39 main:574] : INFO : Epoch 1636 | loss: 0.0311542 | val_loss: 0.0311544 | Time: 1192.95 ms [2022-03-07 07:42:40 main:574] : INFO : Epoch 1637 | loss: 0.0311527 | val_loss: 0.031155 | Time: 1197.78 ms [2022-03-07 07:42:41 main:574] : INFO : Epoch 1638 | loss: 0.0311528 | val_loss: 0.0311533 | Time: 1204.67 ms [2022-03-07 07:42:43 main:574] : INFO : Epoch 1639 | loss: 0.0311519 | val_loss: 0.0311548 | Time: 1206.61 ms [2022-03-07 07:42:44 main:574] : INFO : Epoch 1640 | loss: 0.0311519 | val_loss: 0.0311522 | Time: 1186.7 ms [2022-03-07 07:42:45 main:574] : INFO : Epoch 1641 | loss: 0.0311525 | val_loss: 0.0311527 | Time: 1200.34 ms [2022-03-07 07:42:46 main:574] : INFO : Epoch 1642 | loss: 0.0311525 | val_loss: 0.0311536 | Time: 1198.8 ms [2022-03-07 07:42:47 main:574] : INFO : Epoch 1643 | loss: 0.0311521 | val_loss: 0.0311544 | Time: 1216.06 ms [2022-03-07 07:42:49 main:574] : INFO : Epoch 1644 | loss: 0.0311509 | val_loss: 0.0311517 | Time: 1213.55 ms [2022-03-07 07:42:50 main:574] : INFO : Epoch 1645 | loss: 0.0311508 | val_loss: 0.0311541 | Time: 1183.83 ms [2022-03-07 07:42:51 main:574] : INFO : Epoch 1646 | loss: 0.0311513 | val_loss: 0.0311521 | Time: 1185.5 ms [2022-03-07 07:42:52 main:574] : INFO : Epoch 1647 | loss: 0.0311525 | val_loss: 0.0311527 | Time: 1214.51 ms [2022-03-07 07:42:53 main:574] : INFO : Epoch 1648 | loss: 0.0311516 | val_loss: 0.0311528 | Time: 1201.25 ms [2022-03-07 07:42:55 main:574] : INFO : Epoch 1649 | loss: 0.0311511 | val_loss: 0.0311528 | Time: 1204.58 ms [2022-03-07 07:42:56 main:574] : INFO : Epoch 1650 | loss: 0.0311511 | val_loss: 0.0311526 | Time: 1204.46 ms [2022-03-07 07:42:57 main:574] : INFO : Epoch 1651 | loss: 0.031151 | val_loss: 0.0311529 | Time: 1206.92 ms [2022-03-07 07:42:58 main:574] : INFO : Epoch 1652 | loss: 0.0311507 | val_loss: 0.031152 | Time: 1191.44 ms [2022-03-07 07:42:59 main:574] : INFO : Epoch 1653 | loss: 0.0311512 | val_loss: 0.0311524 | Time: 1176.19 ms [2022-03-07 07:43:01 main:574] : INFO : Epoch 1654 | loss: 0.0311508 | val_loss: 0.0311529 | Time: 1193.85 ms [2022-03-07 07:43:02 main:574] : INFO : Epoch 1655 | loss: 0.0311502 | val_loss: 0.031152 | Time: 1193.27 ms [2022-03-07 07:43:03 main:574] : INFO : Epoch 1656 | loss: 0.031151 | val_loss: 0.0311528 | Time: 1176.89 ms [2022-03-07 07:43:04 main:574] : INFO : Epoch 1657 | loss: 0.0311506 | val_loss: 0.0311529 | Time: 1178.74 ms [2022-03-07 07:43:05 main:574] : INFO : Epoch 1658 | loss: 0.0311518 | val_loss: 0.0311554 | Time: 1176.52 ms [2022-03-07 07:43:07 main:574] : INFO : Epoch 1659 | loss: 0.0311518 | val_loss: 0.0311547 | Time: 1198.95 ms [2022-03-07 07:43:08 main:574] : INFO : Epoch 1660 | loss: 0.0311544 | val_loss: 0.0311537 | Time: 1209.63 ms [2022-03-07 07:43:09 main:574] : INFO : Epoch 1661 | loss: 0.0311527 | val_loss: 0.0311537 | Time: 1182.71 ms [2022-03-07 07:43:10 main:574] : INFO : Epoch 1662 | loss: 0.0311519 | val_loss: 0.0311541 | Time: 1192.65 ms [2022-03-07 07:43:11 main:574] : INFO : Epoch 1663 | loss: 0.0311511 | val_loss: 0.031152 | Time: 1217.68 ms [2022-03-07 07:43:13 main:574] : INFO : Epoch 1664 | loss: 0.0311504 | val_loss: 0.0311523 | Time: 1217.87 ms [2022-03-07 07:43:14 main:574] : INFO : Epoch 1665 | loss: 0.0311498 | val_loss: 0.0311522 | Time: 1193.05 ms [2022-03-07 07:43:15 main:574] : INFO : Epoch 1666 | loss: 0.0311498 | val_loss: 0.0311523 | Time: 1205.43 ms [2022-03-07 07:43:16 main:574] : INFO : Epoch 1667 | loss: 0.0311503 | val_loss: 0.0311533 | Time: 1193.29 ms [2022-03-07 07:43:17 main:574] : INFO : Epoch 1668 | loss: 0.0311521 | val_loss: 0.0311557 | Time: 1211.66 ms [2022-03-07 07:43:19 main:574] : INFO : Epoch 1669 | loss: 0.0311516 | val_loss: 0.0311516 | Time: 1203.98 ms [2022-03-07 07:43:20 main:574] : INFO : Epoch 1670 | loss: 0.0311507 | val_loss: 0.0311547 | Time: 1173.03 ms [2022-03-07 07:43:21 main:574] : INFO : Epoch 1671 | loss: 0.0311509 | val_loss: 0.0311534 | Time: 1215.19 ms [2022-03-07 07:43:22 main:574] : INFO : Epoch 1672 | loss: 0.0311506 | val_loss: 0.0311519 | Time: 1201.04 ms [2022-03-07 07:43:23 main:574] : INFO : Epoch 1673 | loss: 0.0311491 | val_loss: 0.0311549 | Time: 1204.14 ms [2022-03-07 07:43:25 main:574] : INFO : Epoch 1674 | loss: 0.03115 | val_loss: 0.0311543 | Time: 1203.98 ms [2022-03-07 07:43:26 main:574] : INFO : Epoch 1675 | loss: 0.0311487 | val_loss: 0.031153 | Time: 1188.84 ms [2022-03-07 07:43:27 main:574] : INFO : Epoch 1676 | loss: 0.0311489 | val_loss: 0.0311518 | Time: 1194.93 ms [2022-03-07 07:43:28 main:574] : INFO : Epoch 1677 | loss: 0.0311493 | val_loss: 0.0311545 | Time: 1209.63 ms [2022-03-07 07:43:29 main:574] : INFO : Epoch 1678 | loss: 0.0311508 | val_loss: 0.0311513 | Time: 1195.59 ms [2022-03-07 07:43:31 main:574] : INFO : Epoch 1679 | loss: 0.0311495 | val_loss: 0.0311507 | Time: 1200.67 ms [2022-03-07 07:43:32 main:574] : INFO : Epoch 1680 | loss: 0.0311496 | val_loss: 0.0311519 | Time: 1208.69 ms [2022-03-07 07:43:33 main:574] : INFO : Epoch 1681 | loss: 0.0311576 | val_loss: 0.0311594 | Time: 1209.03 ms [2022-03-07 07:43:34 main:574] : INFO : Epoch 1682 | loss: 0.0311624 | val_loss: 0.0311591 | Time: 1200.36 ms [2022-03-07 07:43:35 main:574] : INFO : Epoch 1683 | loss: 0.0311607 | val_loss: 0.0311621 | Time: 1193.84 ms [2022-03-07 07:43:37 main:574] : INFO : Epoch 1684 | loss: 0.0311654 | val_loss: 0.0311634 | Time: 1207.51 ms [2022-03-07 07:43:38 main:574] : INFO : Epoch 1685 | loss: 0.0311627 | val_loss: 0.0311578 | Time: 1184.48 ms [2022-03-07 07:43:39 main:574] : INFO : Epoch 1686 | loss: 0.0311587 | val_loss: 0.031156 | Time: 1179.31 ms [2022-03-07 07:43:40 main:574] : INFO : Epoch 1687 | loss: 0.0311583 | val_loss: 0.0311583 | Time: 1191.65 ms [2022-03-07 07:43:41 main:574] : INFO : Epoch 1688 | loss: 0.0311588 | val_loss: 0.0311637 | Time: 1214.22 ms [2022-03-07 07:43:43 main:574] : INFO : Epoch 1689 | loss: 0.0311583 | val_loss: 0.0311566 | Time: 1213.89 ms [2022-03-07 07:43:44 main:574] : INFO : Epoch 1690 | loss: 0.0311564 | val_loss: 0.0311575 | Time: 1210.15 ms [2022-03-07 07:43:45 main:574] : INFO : Epoch 1691 | loss: 0.0311561 | val_loss: 0.0311576 | Time: 1197.51 ms [2022-03-07 07:43:46 main:574] : INFO : Epoch 1692 | loss: 0.0311558 | val_loss: 0.0311578 | Time: 1172.69 ms [2022-03-07 07:43:47 main:574] : INFO : Epoch 1693 | loss: 0.0311548 | val_loss: 0.0311583 | Time: 1199.31 ms [2022-03-07 07:43:49 main:574] : INFO : Epoch 1694 | loss: 0.0311548 | val_loss: 0.0311557 | Time: 1201.05 ms [2022-03-07 07:43:50 main:574] : INFO : Epoch 1695 | loss: 0.0311539 | val_loss: 0.0311555 | Time: 1185.8 ms [2022-03-07 07:43:51 main:574] : INFO : Epoch 1696 | loss: 0.0311559 | val_loss: 0.0311643 | Time: 1191.07 ms [2022-03-07 07:43:52 main:574] : INFO : Epoch 1697 | loss: 0.0311619 | val_loss: 0.0311632 | Time: 1199.84 ms [2022-03-07 07:43:53 main:574] : INFO : Epoch 1698 | loss: 0.0311607 | val_loss: 0.0311577 | Time: 1184.26 ms [2022-03-07 07:43:55 main:574] : INFO : Epoch 1699 | loss: 0.0311579 | val_loss: 0.0311572 | Time: 1201.09 ms [2022-03-07 07:43:56 main:574] : INFO : Epoch 1700 | loss: 0.0311581 | val_loss: 0.0311578 | Time: 1197.93 ms [2022-03-07 07:43:57 main:574] : INFO : Epoch 1701 | loss: 0.0311577 | val_loss: 0.0311619 | Time: 1206.95 ms [2022-03-07 07:43:58 main:574] : INFO : Epoch 1702 | loss: 0.0311562 | val_loss: 0.0311573 | Time: 1181.39 ms [2022-03-07 07:43:59 main:574] : INFO : Epoch 1703 | loss: 0.0311551 | val_loss: 0.0311592 | Time: 1194.38 ms [2022-03-07 07:44:01 main:574] : INFO : Epoch 1704 | loss: 0.0311545 | val_loss: 0.0311571 | Time: 1194.53 ms [2022-03-07 07:44:02 main:574] : INFO : Epoch 1705 | loss: 0.0311538 | val_loss: 0.0311577 | Time: 1184.34 ms [2022-03-07 07:44:03 main:574] : INFO : Epoch 1706 | loss: 0.0311525 | val_loss: 0.0311565 | Time: 1193.01 ms [2022-03-07 07:44:04 main:574] : INFO : Epoch 1707 | loss: 0.0311529 | val_loss: 0.0311583 | Time: 1207.42 ms [2022-03-07 07:44:05 main:574] : INFO : Epoch 1708 | loss: 0.0311537 | val_loss: 0.0311562 | Time: 1195.4 ms [2022-03-07 07:44:07 main:574] : INFO : Epoch 1709 | loss: 0.0311528 | val_loss: 0.0311606 | Time: 1201.59 ms [2022-03-07 07:44:08 main:574] : INFO : Epoch 1710 | loss: 0.0311538 | val_loss: 0.0311569 | Time: 1193.95 ms [2022-03-07 07:44:09 main:574] : INFO : Epoch 1711 | loss: 0.031153 | val_loss: 0.0311543 | Time: 1200.28 ms [2022-03-07 07:44:10 main:574] : INFO : Epoch 1712 | loss: 0.0311533 | val_loss: 0.0311552 | Time: 1180.88 ms [2022-03-07 07:44:11 main:574] : INFO : Epoch 1713 | loss: 0.0311548 | val_loss: 0.0311554 | Time: 1205.48 ms [2022-03-07 07:44:13 main:574] : INFO : Epoch 1714 | loss: 0.0311532 | val_loss: 0.0311524 | Time: 1197.44 ms [2022-03-07 07:44:14 main:574] : INFO : Epoch 1715 | loss: 0.031152 | val_loss: 0.031151 | Time: 1189.52 ms [2022-03-07 07:44:15 main:574] : INFO : Epoch 1716 | loss: 0.031153 | val_loss: 0.031156 | Time: 1195.45 ms [2022-03-07 07:44:16 main:574] : INFO : Epoch 1717 | loss: 0.0311559 | val_loss: 0.0311533 | Time: 1193.43 ms [2022-03-07 07:44:17 main:574] : INFO : Epoch 1718 | loss: 0.0311545 | val_loss: 0.031156 | Time: 1198.75 ms [2022-03-07 07:44:19 main:574] : INFO : Epoch 1719 | loss: 0.0311552 | val_loss: 0.0311547 | Time: 1209.85 ms [2022-03-07 07:44:20 main:574] : INFO : Epoch 1720 | loss: 0.0311531 | val_loss: 0.0311599 | Time: 1210.12 ms [2022-03-07 07:44:21 main:574] : INFO : Epoch 1721 | loss: 0.0311547 | val_loss: 0.0311551 | Time: 1184.04 ms [2022-03-07 07:44:22 main:574] : INFO : Epoch 1722 | loss: 0.0311507 | val_loss: 0.0311536 | Time: 1203.71 ms [2022-03-07 07:44:23 main:574] : INFO : Epoch 1723 | loss: 0.0311494 | val_loss: 0.0311496 | Time: 1205.48 ms [2022-03-07 07:44:25 main:574] : INFO : Epoch 1724 | loss: 0.0311481 | val_loss: 0.0311503 | Time: 1185.65 ms [2022-03-07 07:44:26 main:574] : INFO : Epoch 1725 | loss: 0.031149 | val_loss: 0.0311552 | Time: 1194.1 ms [2022-03-07 07:44:27 main:574] : INFO : Epoch 1726 | loss: 0.0311532 | val_loss: 0.0311549 | Time: 1211.32 ms [2022-03-07 07:44:28 main:574] : INFO : Epoch 1727 | loss: 0.0311538 | val_loss: 0.0311534 | Time: 1225.57 ms [2022-03-07 07:44:29 main:574] : INFO : Epoch 1728 | loss: 0.0311525 | val_loss: 0.0311533 | Time: 1186.59 ms [2022-03-07 07:44:31 main:574] : INFO : Epoch 1729 | loss: 0.03115 | val_loss: 0.03115 | Time: 1187.72 ms [2022-03-07 07:44:32 main:574] : INFO : Epoch 1730 | loss: 0.0311484 | val_loss: 0.0311482 | Time: 1184.56 ms [2022-03-07 07:44:33 main:574] : INFO : Epoch 1731 | loss: 0.0311459 | val_loss: 0.0311458 | Time: 1216.31 ms [2022-03-07 07:44:34 main:574] : INFO : Epoch 1732 | loss: 0.0311453 | val_loss: 0.0311472 | Time: 1200.93 ms [2022-03-07 07:44:35 main:574] : INFO : Epoch 1733 | loss: 0.0311454 | val_loss: 0.0311478 | Time: 1191.36 ms [2022-03-07 07:44:37 main:574] : INFO : Epoch 1734 | loss: 0.0311461 | val_loss: 0.0311472 | Time: 1210.23 ms [2022-03-07 07:44:38 main:574] : INFO : Epoch 1735 | loss: 0.0311458 | val_loss: 0.0311469 | Time: 1190.1 ms [2022-03-07 07:44:39 main:574] : INFO : Epoch 1736 | loss: 0.0311458 | val_loss: 0.0311482 | Time: 1187.03 ms [2022-03-07 07:44:40 main:574] : INFO : Epoch 1737 | loss: 0.0311459 | val_loss: 0.0311475 | Time: 1216.86 ms [2022-03-07 07:44:41 main:574] : INFO : Epoch 1738 | loss: 0.0311452 | val_loss: 0.0311454 | Time: 1211.92 ms [2022-03-07 07:44:43 main:574] : INFO : Epoch 1739 | loss: 0.0311441 | val_loss: 0.0311461 | Time: 1201.03 ms [2022-03-07 07:44:44 main:574] : INFO : Epoch 1740 | loss: 0.0311451 | val_loss: 0.0311507 | Time: 1207.52 ms [2022-03-07 07:44:45 main:574] : INFO : Epoch 1741 | loss: 0.0311466 | val_loss: 0.0311479 | Time: 1198.33 ms [2022-03-07 07:44:46 main:574] : INFO : Epoch 1742 | loss: 0.0311468 | val_loss: 0.0311509 | Time: 1194.46 ms [2022-03-07 07:44:47 main:574] : INFO : Epoch 1743 | loss: 0.0311469 | val_loss: 0.0311503 | Time: 1203.94 ms [2022-03-07 07:44:49 main:574] : INFO : Epoch 1744 | loss: 0.0311469 | val_loss: 0.0311491 | Time: 1193.05 ms [2022-03-07 07:44:50 main:574] : INFO : Epoch 1745 | loss: 0.0311456 | val_loss: 0.0311472 | Time: 1193.14 ms [2022-03-07 07:44:51 main:574] : INFO : Epoch 1746 | loss: 0.0311454 | val_loss: 0.0311484 | Time: 1204.51 ms [2022-03-07 07:44:52 main:574] : INFO : Epoch 1747 | loss: 0.0311458 | val_loss: 0.0311497 | Time: 1187.51 ms [2022-03-07 07:44:53 main:574] : INFO : Epoch 1748 | loss: 0.0311474 | val_loss: 0.0311503 | Time: 1207.15 ms [2022-03-07 07:44:55 main:574] : INFO : Epoch 1749 | loss: 0.031149 | val_loss: 0.0311471 | Time: 1181.04 ms [2022-03-07 07:44:56 main:574] : INFO : Epoch 1750 | loss: 0.0311484 | val_loss: 0.0311492 | Time: 1178.22 ms [2022-03-07 07:44:57 main:574] : INFO : Epoch 1751 | loss: 0.0311474 | val_loss: 0.0311491 | Time: 1209.94 ms [2022-03-07 07:44:58 main:574] : INFO : Epoch 1752 | loss: 0.0311462 | val_loss: 0.0311476 | Time: 1195.37 ms [2022-03-07 07:44:59 main:574] : INFO : Epoch 1753 | loss: 0.0311463 | val_loss: 0.0311478 | Time: 1203.27 ms [2022-03-07 07:45:01 main:574] : INFO : Epoch 1754 | loss: 0.0311448 | val_loss: 0.0311469 | Time: 1191.35 ms [2022-03-07 07:45:02 main:574] : INFO : Epoch 1755 | loss: 0.0311462 | val_loss: 0.0311475 | Time: 1180.57 ms [2022-03-07 07:45:03 main:574] : INFO : Epoch 1756 | loss: 0.0311452 | val_loss: 0.0311474 | Time: 1201.07 ms [2022-03-07 07:45:04 main:574] : INFO : Epoch 1757 | loss: 0.0311445 | val_loss: 0.0311458 | Time: 1199.98 ms [2022-03-07 07:45:05 main:574] : INFO : Epoch 1758 | loss: 0.031144 | val_loss: 0.0311452 | Time: 1194.57 ms [2022-03-07 07:45:07 main:574] : INFO : Epoch 1759 | loss: 0.0311446 | val_loss: 0.0311446 | Time: 1185.17 ms [2022-03-07 07:45:08 main:574] : INFO : Epoch 1760 | loss: 0.0311437 | val_loss: 0.0311442 | Time: 1215.47 ms [2022-03-07 07:45:09 main:574] : INFO : Epoch 1761 | loss: 0.0311456 | val_loss: 0.0311452 | Time: 1201.13 ms [2022-03-07 07:45:10 main:574] : INFO : Epoch 1762 | loss: 0.0311462 | val_loss: 0.0311442 | Time: 1191.61 ms [2022-03-07 07:45:11 main:574] : INFO : Epoch 1763 | loss: 0.0311455 | val_loss: 0.0311436 | Time: 1170.19 ms [2022-03-07 07:45:12 main:574] : INFO : Epoch 1764 | loss: 0.0311459 | val_loss: 0.0311449 | Time: 1196.59 ms [2022-03-07 07:45:14 main:574] : INFO : Epoch 1765 | loss: 0.0311475 | val_loss: 0.0311442 | Time: 1181.75 ms [2022-03-07 07:45:15 main:574] : INFO : Epoch 1766 | loss: 0.0311468 | val_loss: 0.0311466 | Time: 1192.71 ms [2022-03-07 07:45:16 main:574] : INFO : Epoch 1767 | loss: 0.0311457 | val_loss: 0.0311462 | Time: 1191.28 ms [2022-03-07 07:45:17 main:574] : INFO : Epoch 1768 | loss: 0.0311497 | val_loss: 0.0311503 | Time: 1183.41 ms [2022-03-07 07:45:18 main:574] : INFO : Epoch 1769 | loss: 0.0311478 | val_loss: 0.0311518 | Time: 1200.48 ms [2022-03-07 07:45:20 main:574] : INFO : Epoch 1770 | loss: 0.0311473 | val_loss: 0.0311515 | Time: 1198.09 ms [2022-03-07 07:45:21 main:574] : INFO : Epoch 1771 | loss: 0.0311478 | val_loss: 0.0311463 | Time: 1213.52 ms [2022-03-07 07:45:22 main:574] : INFO : Epoch 1772 | loss: 0.0311453 | val_loss: 0.0311492 | Time: 1204.63 ms [2022-03-07 07:45:23 main:574] : INFO : Epoch 1773 | loss: 0.0311456 | val_loss: 0.0311488 | Time: 1191.93 ms [2022-03-07 07:45:24 main:574] : INFO : Epoch 1774 | loss: 0.0311456 | val_loss: 0.0311486 | Time: 1195.92 ms [2022-03-07 07:45:26 main:574] : INFO : Epoch 1775 | loss: 0.0311474 | val_loss: 0.031147 | Time: 1209.09 ms [2022-03-07 07:45:27 main:574] : INFO : Epoch 1776 | loss: 0.0311462 | val_loss: 0.0311463 | Time: 1205.7 ms [2022-03-07 07:45:28 main:574] : INFO : Epoch 1777 | loss: 0.0311469 | val_loss: 0.0311486 | Time: 1184.63 ms [2022-03-07 07:45:29 main:574] : INFO : Epoch 1778 | loss: 0.0311482 | val_loss: 0.0311477 | Time: 1197.29 ms [2022-03-07 07:45:30 main:574] : INFO : Epoch 1779 | loss: 0.0311475 | val_loss: 0.0311478 | Time: 1177.58 ms [2022-03-07 07:45:32 main:574] : INFO : Epoch 1780 | loss: 0.0311475 | val_loss: 0.0311468 | Time: 1195.04 ms [2022-03-07 07:45:33 main:574] : INFO : Epoch 1781 | loss: 0.0311465 | val_loss: 0.031148 | Time: 1190.31 ms [2022-03-07 07:45:34 main:574] : INFO : Epoch 1782 | loss: 0.0311458 | val_loss: 0.0311459 | Time: 1206.67 ms [2022-03-07 07:45:35 main:574] : INFO : Epoch 1783 | loss: 0.0311456 | val_loss: 0.0311456 | Time: 1195.26 ms [2022-03-07 07:45:36 main:574] : INFO : Epoch 1784 | loss: 0.0311467 | val_loss: 0.0311499 | Time: 1200.92 ms [2022-03-07 07:45:38 main:574] : INFO : Epoch 1785 | loss: 0.031149 | val_loss: 0.0311481 | Time: 1214.33 ms [2022-03-07 07:45:39 main:574] : INFO : Epoch 1786 | loss: 0.0311471 | val_loss: 0.0311475 | Time: 1196.04 ms [2022-03-07 07:45:40 main:574] : INFO : Epoch 1787 | loss: 0.0311471 | val_loss: 0.0311479 | Time: 1214.85 ms [2022-03-07 07:45:41 main:574] : INFO : Epoch 1788 | loss: 0.0311485 | val_loss: 0.0311561 | Time: 1186.95 ms [2022-03-07 07:45:42 main:574] : INFO : Epoch 1789 | loss: 0.0311509 | val_loss: 0.0311531 | Time: 1169.68 ms [2022-03-07 07:45:44 main:574] : INFO : Epoch 1790 | loss: 0.0311493 | val_loss: 0.0311514 | Time: 1196.73 ms [2022-03-07 07:45:45 main:574] : INFO : Epoch 1791 | loss: 0.0311507 | val_loss: 0.0311621 | Time: 1211.9 ms [2022-03-07 07:45:46 main:574] : INFO : Epoch 1792 | loss: 0.0311546 | val_loss: 0.0311574 | Time: 1194.64 ms [2022-03-07 07:45:47 main:574] : INFO : Epoch 1793 | loss: 0.0311522 | val_loss: 0.0311591 | Time: 1189.46 ms [2022-03-07 07:45:48 main:574] : INFO : Epoch 1794 | loss: 0.0311523 | val_loss: 0.0311593 | Time: 1190.94 ms [2022-03-07 07:45:50 main:574] : INFO : Epoch 1795 | loss: 0.0311518 | val_loss: 0.0311589 | Time: 1197.24 ms [2022-03-07 07:45:51 main:574] : INFO : Epoch 1796 | loss: 0.0311519 | val_loss: 0.0311585 | Time: 1195.41 ms [2022-03-07 07:45:52 main:574] : INFO : Epoch 1797 | loss: 0.031154 | val_loss: 0.0311617 | Time: 1200.59 ms [2022-03-07 07:45:53 main:574] : INFO : Epoch 1798 | loss: 0.0311556 | val_loss: 0.0311613 | Time: 1201.09 ms [2022-03-07 07:45:54 main:574] : INFO : Epoch 1799 | loss: 0.0311548 | val_loss: 0.0311589 | Time: 1180.86 ms [2022-03-07 07:45:56 main:574] : INFO : Epoch 1800 | loss: 0.0311509 | val_loss: 0.0311577 | Time: 1171 ms [2022-03-07 07:45:57 main:574] : INFO : Epoch 1801 | loss: 0.03115 | val_loss: 0.0311558 | Time: 1195.03 ms [2022-03-07 07:45:58 main:574] : INFO : Epoch 1802 | loss: 0.0311495 | val_loss: 0.031156 | Time: 1207.73 ms [2022-03-07 07:45:59 main:574] : INFO : Epoch 1803 | loss: 0.0311495 | val_loss: 0.031152 | Time: 1207.57 ms [2022-03-07 07:46:00 main:574] : INFO : Epoch 1804 | loss: 0.0311489 | val_loss: 0.0311524 | Time: 1188.36 ms [2022-03-07 07:46:02 main:574] : INFO : Epoch 1805 | loss: 0.031148 | val_loss: 0.0311512 | Time: 1203.59 ms [2022-03-07 07:46:03 main:574] : INFO : Epoch 1806 | loss: 0.0311475 | val_loss: 0.0311476 | Time: 1190.83 ms [2022-03-07 07:46:04 main:574] : INFO : Epoch 1807 | loss: 0.0311475 | val_loss: 0.0311464 | Time: 1205.47 ms [2022-03-07 07:46:05 main:574] : INFO : Epoch 1808 | loss: 0.0311468 | val_loss: 0.0311457 | Time: 1183.43 ms [2022-03-07 07:46:06 main:574] : INFO : Epoch 1809 | loss: 0.0311459 | val_loss: 0.0311474 | Time: 1189.79 ms [2022-03-07 07:46:08 main:574] : INFO : Epoch 1810 | loss: 0.031147 | val_loss: 0.0311503 | Time: 1216.45 ms [2022-03-07 07:46:09 main:574] : INFO : Epoch 1811 | loss: 0.0311459 | val_loss: 0.0311462 | Time: 1189.54 ms [2022-03-07 07:46:10 main:574] : INFO : Epoch 1812 | loss: 0.0311445 | val_loss: 0.0311451 | Time: 1174.81 ms [2022-03-07 07:46:11 main:574] : INFO : Epoch 1813 | loss: 0.0311439 | val_loss: 0.0311449 | Time: 1211.39 ms [2022-03-07 07:46:12 main:574] : INFO : Epoch 1814 | loss: 0.0311439 | val_loss: 0.0311438 | Time: 1194.03 ms [2022-03-07 07:46:14 main:574] : INFO : Epoch 1815 | loss: 0.0311432 | val_loss: 0.031144 | Time: 1188.77 ms [2022-03-07 07:46:15 main:574] : INFO : Epoch 1816 | loss: 0.0311434 | val_loss: 0.0311461 | Time: 1196.83 ms [2022-03-07 07:46:16 main:574] : INFO : Epoch 1817 | loss: 0.0311431 | val_loss: 0.0311452 | Time: 1188.8 ms [2022-03-07 07:46:17 main:574] : INFO : Epoch 1818 | loss: 0.0311458 | val_loss: 0.0311476 | Time: 1191.69 ms [2022-03-07 07:46:18 main:574] : INFO : Epoch 1819 | loss: 0.0311513 | val_loss: 0.0311483 | Time: 1178.88 ms [2022-03-07 07:46:19 main:574] : INFO : Epoch 1820 | loss: 0.0311544 | val_loss: 0.0311503 | Time: 1182.22 ms [2022-03-07 07:46:21 main:574] : INFO : Epoch 1821 | loss: 0.0311512 | val_loss: 0.0311471 | Time: 1203.68 ms [2022-03-07 07:46:22 main:574] : INFO : Epoch 1822 | loss: 0.0311489 | val_loss: 0.0311456 | Time: 1200.51 ms [2022-03-07 07:46:23 main:574] : INFO : Epoch 1823 | loss: 0.0311463 | val_loss: 0.0311444 | Time: 1189.67 ms [2022-03-07 07:46:24 main:574] : INFO : Epoch 1824 | loss: 0.0311445 | val_loss: 0.0311451 | Time: 1168.38 ms [2022-03-07 07:46:25 main:574] : INFO : Epoch 1825 | loss: 0.0311442 | val_loss: 0.0311462 | Time: 1181.91 ms [2022-03-07 07:46:27 main:574] : INFO : Epoch 1826 | loss: 0.0311454 | val_loss: 0.0311463 | Time: 1195.08 ms [2022-03-07 07:46:28 main:574] : INFO : Epoch 1827 | loss: 0.0311444 | val_loss: 0.0311461 | Time: 1199.09 ms [2022-03-07 07:46:29 main:574] : INFO : Epoch 1828 | loss: 0.0311468 | val_loss: 0.0311449 | Time: 1198.31 ms [2022-03-07 07:46:30 main:574] : INFO : Epoch 1829 | loss: 0.031146 | val_loss: 0.031144 | Time: 1193.43 ms [2022-03-07 07:46:31 main:574] : INFO : Epoch 1830 | loss: 0.031146 | val_loss: 0.0311442 | Time: 1189.15 ms [2022-03-07 07:46:33 main:574] : INFO : Epoch 1831 | loss: 0.0311452 | val_loss: 0.0311473 | Time: 1188.67 ms [2022-03-07 07:46:34 main:574] : INFO : Epoch 1832 | loss: 0.031146 | val_loss: 0.0311465 | Time: 1186.55 ms [2022-03-07 07:46:35 main:574] : INFO : Epoch 1833 | loss: 0.0311437 | val_loss: 0.0311441 | Time: 1200.94 ms [2022-03-07 07:46:36 main:574] : INFO : Epoch 1834 | loss: 0.0311468 | val_loss: 0.0311474 | Time: 1211.56 ms [2022-03-07 07:46:37 main:574] : INFO : Epoch 1835 | loss: 0.0311481 | val_loss: 0.031148 | Time: 1211.24 ms [2022-03-07 07:46:39 main:574] : INFO : Epoch 1836 | loss: 0.0311458 | val_loss: 0.0311442 | Time: 1216.18 ms [2022-03-07 07:46:40 main:574] : INFO : Epoch 1837 | loss: 0.0311445 | val_loss: 0.0311434 | Time: 1178.65 ms [2022-03-07 07:46:41 main:574] : INFO : Epoch 1838 | loss: 0.0311444 | val_loss: 0.0311462 | Time: 1190.75 ms [2022-03-07 07:46:42 main:574] : INFO : Epoch 1839 | loss: 0.0311481 | val_loss: 0.0311444 | Time: 1202.01 ms [2022-03-07 07:46:43 main:574] : INFO : Epoch 1840 | loss: 0.0311478 | val_loss: 0.0311481 | Time: 1185.69 ms [2022-03-07 07:46:45 main:574] : INFO : Epoch 1841 | loss: 0.0311458 | val_loss: 0.0311457 | Time: 1186.16 ms [2022-03-07 07:46:46 main:574] : INFO : Epoch 1842 | loss: 0.0311545 | val_loss: 0.0311693 | Time: 1173.3 ms [2022-03-07 07:46:47 main:574] : INFO : Epoch 1843 | loss: 0.0311733 | val_loss: 0.031172 | Time: 1194.43 ms [2022-03-07 07:46:48 main:574] : INFO : Epoch 1844 | loss: 0.0311703 | val_loss: 0.0311656 | Time: 1185.07 ms [2022-03-07 07:46:49 main:574] : INFO : Epoch 1845 | loss: 0.0311644 | val_loss: 0.031158 | Time: 1212.32 ms [2022-03-07 07:46:51 main:574] : INFO : Epoch 1846 | loss: 0.0311669 | val_loss: 0.0311633 | Time: 1210.22 ms [2022-03-07 07:46:52 main:574] : INFO : Epoch 1847 | loss: 0.0311657 | val_loss: 0.0311601 | Time: 1204.43 ms [2022-03-07 07:46:53 main:574] : INFO : Epoch 1848 | loss: 0.031164 | val_loss: 0.0311605 | Time: 1190.53 ms [2022-03-07 07:46:54 main:574] : INFO : Epoch 1849 | loss: 0.0311646 | val_loss: 0.0311588 | Time: 1188.4 ms [2022-03-07 07:46:55 main:574] : INFO : Epoch 1850 | loss: 0.0311624 | val_loss: 0.0311578 | Time: 1205.55 ms [2022-03-07 07:46:57 main:574] : INFO : Epoch 1851 | loss: 0.0311599 | val_loss: 0.0311559 | Time: 1198.04 ms [2022-03-07 07:46:58 main:574] : INFO : Epoch 1852 | loss: 0.0311602 | val_loss: 0.0311582 | Time: 1199.15 ms [2022-03-07 07:46:59 main:574] : INFO : Epoch 1853 | loss: 0.0311592 | val_loss: 0.0311569 | Time: 1177.61 ms [2022-03-07 07:47:00 main:574] : INFO : Epoch 1854 | loss: 0.0311606 | val_loss: 0.0311584 | Time: 1199.55 ms [2022-03-07 07:47:01 main:574] : INFO : Epoch 1855 | loss: 0.031159 | val_loss: 0.0311577 | Time: 1183.87 ms [2022-03-07 07:47:03 main:574] : INFO : Epoch 1856 | loss: 0.031159 | val_loss: 0.0311597 | Time: 1176.47 ms [2022-03-07 07:47:04 main:574] : INFO : Epoch 1857 | loss: 0.0311587 | val_loss: 0.031156 | Time: 1187.28 ms [2022-03-07 07:47:05 main:574] : INFO : Epoch 1858 | loss: 0.0311568 | val_loss: 0.0311531 | Time: 1198.19 ms [2022-03-07 07:47:06 main:574] : INFO : Epoch 1859 | loss: 0.0311557 | val_loss: 0.0311531 | Time: 1197.33 ms [2022-03-07 07:47:07 main:574] : INFO : Epoch 1860 | loss: 0.0311557 | val_loss: 0.0311554 | Time: 1193.31 ms [2022-03-07 07:47:09 main:574] : INFO : Epoch 1861 | loss: 0.0311546 | val_loss: 0.0311536 | Time: 1198.73 ms [2022-03-07 07:47:10 main:574] : INFO : Epoch 1862 | loss: 0.0311543 | val_loss: 0.0311528 | Time: 1187.75 ms [2022-03-07 07:47:11 main:574] : INFO : Epoch 1863 | loss: 0.0311555 | val_loss: 0.0311544 | Time: 1193.24 ms [2022-03-07 07:47:12 main:574] : INFO : Epoch 1864 | loss: 0.0311564 | val_loss: 0.0311546 | Time: 1172.51 ms [2022-03-07 07:47:13 main:574] : INFO : Epoch 1865 | loss: 0.031159 | val_loss: 0.0311613 | Time: 1197.23 ms [2022-03-07 07:47:14 main:574] : INFO : Epoch 1866 | loss: 0.0311577 | val_loss: 0.0311518 | Time: 1204.71 ms [2022-03-07 07:47:16 main:574] : INFO : Epoch 1867 | loss: 0.0311537 | val_loss: 0.0311484 | Time: 1187.78 ms [2022-03-07 07:47:17 main:574] : INFO : Epoch 1868 | loss: 0.0311523 | val_loss: 0.0311485 | Time: 1206.19 ms [2022-03-07 07:47:18 main:574] : INFO : Epoch 1869 | loss: 0.0311505 | val_loss: 0.0311471 | Time: 1192.84 ms [2022-03-07 07:47:19 main:574] : INFO : Epoch 1870 | loss: 0.0311514 | val_loss: 0.0311484 | Time: 1211.3 ms [2022-03-07 07:47:20 main:574] : INFO : Epoch 1871 | loss: 0.0311496 | val_loss: 0.0311474 | Time: 1192.3 ms [2022-03-07 07:47:22 main:574] : INFO : Epoch 1872 | loss: 0.0311528 | val_loss: 0.0311518 | Time: 1175.63 ms [2022-03-07 07:47:23 main:574] : INFO : Epoch 1873 | loss: 0.0311548 | val_loss: 0.0311539 | Time: 1198.93 ms [2022-03-07 07:47:24 main:574] : INFO : Epoch 1874 | loss: 0.0311542 | val_loss: 0.0311504 | Time: 1203.94 ms [2022-03-07 07:47:25 main:574] : INFO : Epoch 1875 | loss: 0.0311528 | val_loss: 0.0311486 | Time: 1183.87 ms [2022-03-07 07:47:26 main:574] : INFO : Epoch 1876 | loss: 0.0311541 | val_loss: 0.0311518 | Time: 1194.17 ms [2022-03-07 07:47:28 main:574] : INFO : Epoch 1877 | loss: 0.0311536 | val_loss: 0.0311499 | Time: 1184.95 ms [2022-03-07 07:47:29 main:574] : INFO : Epoch 1878 | loss: 0.031152 | val_loss: 0.0311493 | Time: 1194.2 ms [2022-03-07 07:47:30 main:574] : INFO : Epoch 1879 | loss: 0.0311505 | val_loss: 0.0311503 | Time: 1197.77 ms [2022-03-07 07:47:31 main:574] : INFO : Epoch 1880 | loss: 0.0311511 | val_loss: 0.0311525 | Time: 1204.47 ms [2022-03-07 07:47:32 main:574] : INFO : Epoch 1881 | loss: 0.0311495 | val_loss: 0.0311473 | Time: 1184.11 ms [2022-03-07 07:47:34 main:574] : INFO : Epoch 1882 | loss: 0.03115 | val_loss: 0.03115 | Time: 1179.25 ms [2022-03-07 07:47:35 main:574] : INFO : Epoch 1883 | loss: 0.0311499 | val_loss: 0.0311547 | Time: 1206.97 ms [2022-03-07 07:47:36 main:574] : INFO : Epoch 1884 | loss: 0.0311502 | val_loss: 0.0311499 | Time: 1213.52 ms [2022-03-07 07:47:37 main:574] : INFO : Epoch 1885 | loss: 0.03115 | val_loss: 0.0311501 | Time: 1215.16 ms [2022-03-07 07:47:38 main:574] : INFO : Epoch 1886 | loss: 0.0311574 | val_loss: 0.0311584 | Time: 1191.42 ms [2022-03-07 07:47:40 main:574] : INFO : Epoch 1887 | loss: 0.0311541 | val_loss: 0.0311572 | Time: 1205.49 ms [2022-03-07 07:47:41 main:574] : INFO : Epoch 1888 | loss: 0.03115 | val_loss: 0.0311511 | Time: 1185.24 ms [2022-03-07 07:47:42 main:574] : INFO : Epoch 1889 | loss: 0.0311485 | val_loss: 0.0311516 | Time: 1204.96 ms [2022-03-07 07:47:43 main:574] : INFO : Epoch 1890 | loss: 0.0311484 | val_loss: 0.0311504 | Time: 1181.69 ms [2022-03-07 07:47:44 main:574] : INFO : Epoch 1891 | loss: 0.0311469 | val_loss: 0.0311482 | Time: 1201.69 ms [2022-03-07 07:47:46 main:574] : INFO : Epoch 1892 | loss: 0.0311472 | val_loss: 0.0311463 | Time: 1213.26 ms [2022-03-07 07:47:47 main:574] : INFO : Epoch 1893 | loss: 0.03115 | val_loss: 0.0311523 | Time: 1197.47 ms [2022-03-07 07:47:48 main:574] : INFO : Epoch 1894 | loss: 0.0311527 | val_loss: 0.0311528 | Time: 1200.65 ms [2022-03-07 07:47:49 main:574] : INFO : Epoch 1895 | loss: 0.0311519 | val_loss: 0.0311523 | Time: 1206.49 ms [2022-03-07 07:47:50 main:574] : INFO : Epoch 1896 | loss: 0.0311495 | val_loss: 0.0311542 | Time: 1180.55 ms [2022-03-07 07:47:52 main:574] : INFO : Epoch 1897 | loss: 0.0311475 | val_loss: 0.0311478 | Time: 1209.43 ms [2022-03-07 07:47:53 main:574] : INFO : Epoch 1898 | loss: 0.0311473 | val_loss: 0.0311499 | Time: 1206.98 ms [2022-03-07 07:47:54 main:574] : INFO : Epoch 1899 | loss: 0.0311462 | val_loss: 0.0311466 | Time: 1163.34 ms [2022-03-07 07:47:55 main:574] : INFO : Epoch 1900 | loss: 0.0311445 | val_loss: 0.03115 | Time: 1190.92 ms [2022-03-07 07:47:56 main:574] : INFO : Epoch 1901 | loss: 0.031144 | val_loss: 0.0311432 | Time: 1206.46 ms [2022-03-07 07:47:58 main:574] : INFO : Epoch 1902 | loss: 0.0311426 | val_loss: 0.0311475 | Time: 1192.15 ms [2022-03-07 07:47:59 main:574] : INFO : Epoch 1903 | loss: 0.0311446 | val_loss: 0.0311437 | Time: 1211.46 ms [2022-03-07 07:48:00 main:574] : INFO : Epoch 1904 | loss: 0.0311432 | val_loss: 0.031145 | Time: 1195.25 ms [2022-03-07 07:48:01 main:574] : INFO : Epoch 1905 | loss: 0.0311455 | val_loss: 0.0311457 | Time: 1194.07 ms [2022-03-07 07:48:02 main:574] : INFO : Epoch 1906 | loss: 0.0311469 | val_loss: 0.031146 | Time: 1205.45 ms [2022-03-07 07:48:04 main:574] : INFO : Epoch 1907 | loss: 0.0311432 | val_loss: 0.0311441 | Time: 1204.44 ms [2022-03-07 07:48:05 main:574] : INFO : Epoch 1908 | loss: 0.0311418 | val_loss: 0.0311441 | Time: 1194.4 ms [2022-03-07 07:48:06 main:574] : INFO : Epoch 1909 | loss: 0.0311407 | val_loss: 0.0311447 | Time: 1181.17 ms [2022-03-07 07:48:07 main:574] : INFO : Epoch 1910 | loss: 0.0311419 | val_loss: 0.0311438 | Time: 1198.63 ms [2022-03-07 07:48:08 main:574] : INFO : Epoch 1911 | loss: 0.0311415 | val_loss: 0.0311432 | Time: 1197.34 ms [2022-03-07 07:48:10 main:574] : INFO : Epoch 1912 | loss: 0.0311413 | val_loss: 0.0311451 | Time: 1182.12 ms [2022-03-07 07:48:11 main:574] : INFO : Epoch 1913 | loss: 0.0311425 | val_loss: 0.031146 | Time: 1200.76 ms [2022-03-07 07:48:12 main:574] : INFO : Epoch 1914 | loss: 0.0311432 | val_loss: 0.031144 | Time: 1199.13 ms [2022-03-07 07:48:13 main:574] : INFO : Epoch 1915 | loss: 0.031141 | val_loss: 0.031146 | Time: 1177.88 ms [2022-03-07 07:48:14 main:574] : INFO : Epoch 1916 | loss: 0.0311402 | val_loss: 0.0311419 | Time: 1176.22 ms [2022-03-07 07:48:16 main:574] : INFO : Epoch 1917 | loss: 0.0311407 | val_loss: 0.0311417 | Time: 1191.65 ms [2022-03-07 07:48:17 main:574] : INFO : Epoch 1918 | loss: 0.0311398 | val_loss: 0.0311436 | Time: 1208.4 ms [2022-03-07 07:48:18 main:574] : INFO : Epoch 1919 | loss: 0.0311422 | val_loss: 0.0311449 | Time: 1201.37 ms [2022-03-07 07:48:19 main:574] : INFO : Epoch 1920 | loss: 0.0311427 | val_loss: 0.0311452 | Time: 1199.14 ms [2022-03-07 07:48:20 main:574] : INFO : Epoch 1921 | loss: 0.0311413 | val_loss: 0.0311416 | Time: 1194.76 ms [2022-03-07 07:48:22 main:574] : INFO : Epoch 1922 | loss: 0.0311401 | val_loss: 0.0311432 | Time: 1190.15 ms [2022-03-07 07:48:23 main:574] : INFO : Epoch 1923 | loss: 0.0311411 | val_loss: 0.0311416 | Time: 1192.2 ms [2022-03-07 07:48:24 main:574] : INFO : Epoch 1924 | loss: 0.03114 | val_loss: 0.0311459 | Time: 1205.33 ms [2022-03-07 07:48:25 main:574] : INFO : Epoch 1925 | loss: 0.0311417 | val_loss: 0.0311447 | Time: 1194.6 ms [2022-03-07 07:48:26 main:574] : INFO : Epoch 1926 | loss: 0.0311404 | val_loss: 0.0311417 | Time: 1213.52 ms [2022-03-07 07:48:28 main:574] : INFO : Epoch 1927 | loss: 0.0311401 | val_loss: 0.0311415 | Time: 1186.3 ms [2022-03-07 07:48:29 main:574] : INFO : Epoch 1928 | loss: 0.031141 | val_loss: 0.0311426 | Time: 1199.29 ms [2022-03-07 07:48:30 main:574] : INFO : Epoch 1929 | loss: 0.0311398 | val_loss: 0.031141 | Time: 1200.44 ms [2022-03-07 07:48:31 main:574] : INFO : Epoch 1930 | loss: 0.0311394 | val_loss: 0.0311408 | Time: 1208.68 ms [2022-03-07 07:48:32 main:574] : INFO : Epoch 1931 | loss: 0.0311393 | val_loss: 0.0311407 | Time: 1222.67 ms [2022-03-07 07:48:34 main:574] : INFO : Epoch 1932 | loss: 0.0311382 | val_loss: 0.0311449 | Time: 1193.52 ms [2022-03-07 07:48:35 main:574] : INFO : Epoch 1933 | loss: 0.0311392 | val_loss: 0.0311419 | Time: 1207.35 ms [2022-03-07 07:48:36 main:574] : INFO : Epoch 1934 | loss: 0.0311391 | val_loss: 0.0311419 | Time: 1182.75 ms [2022-03-07 07:48:37 main:574] : INFO : Epoch 1935 | loss: 0.0311377 | val_loss: 0.0311435 | Time: 1168.62 ms [2022-03-07 07:48:38 main:574] : INFO : Epoch 1936 | loss: 0.0311395 | val_loss: 0.0311458 | Time: 1195.99 ms [2022-03-07 07:48:40 main:574] : INFO : Epoch 1937 | loss: 0.0311408 | val_loss: 0.0311455 | Time: 1223.08 ms [2022-03-07 07:48:41 main:574] : INFO : Epoch 1938 | loss: 0.0311402 | val_loss: 0.0311433 | Time: 1208.06 ms [2022-03-07 07:48:42 main:574] : INFO : Epoch 1939 | loss: 0.0311382 | val_loss: 0.0311426 | Time: 1189.47 ms [2022-03-07 07:48:43 main:574] : INFO : Epoch 1940 | loss: 0.0311417 | val_loss: 0.0311439 | Time: 1203.15 ms [2022-03-07 07:48:44 main:574] : INFO : Epoch 1941 | loss: 0.0311404 | val_loss: 0.0311441 | Time: 1195.54 ms [2022-03-07 07:48:46 main:574] : INFO : Epoch 1942 | loss: 0.0311378 | val_loss: 0.0311429 | Time: 1206.22 ms [2022-03-07 07:48:47 main:574] : INFO : Epoch 1943 | loss: 0.0311382 | val_loss: 0.0311418 | Time: 1193.63 ms [2022-03-07 07:48:48 main:574] : INFO : Epoch 1944 | loss: 0.0311399 | val_loss: 0.0311433 | Time: 1204.43 ms [2022-03-07 07:48:49 main:574] : INFO : Epoch 1945 | loss: 0.0311394 | val_loss: 0.0311414 | Time: 1179.24 ms [2022-03-07 07:48:50 main:574] : INFO : Epoch 1946 | loss: 0.0311403 | val_loss: 0.0311413 | Time: 1199.94 ms [2022-03-07 07:48:51 main:574] : INFO : Epoch 1947 | loss: 0.0311398 | val_loss: 0.0311422 | Time: 1170.1 ms [2022-03-07 07:48:53 main:574] : INFO : Epoch 1948 | loss: 0.0311389 | val_loss: 0.0311453 | Time: 1200.13 ms [2022-03-07 07:48:54 main:574] : INFO : Epoch 1949 | loss: 0.0311395 | val_loss: 0.0311426 | Time: 1188.21 ms [2022-03-07 07:48:55 main:574] : INFO : Epoch 1950 | loss: 0.031139 | val_loss: 0.0311447 | Time: 1199.98 ms [2022-03-07 07:48:56 main:574] : INFO : Epoch 1951 | loss: 0.0311415 | val_loss: 0.0311497 | Time: 1204.35 ms [2022-03-07 07:48:57 main:574] : INFO : Epoch 1952 | loss: 0.0311492 | val_loss: 0.031151 | Time: 1210.21 ms [2022-03-07 07:48:59 main:574] : INFO : Epoch 1953 | loss: 0.0311482 | val_loss: 0.0311478 | Time: 1196.85 ms [2022-03-07 07:49:00 main:574] : INFO : Epoch 1954 | loss: 0.0311494 | val_loss: 0.0311485 | Time: 1192.39 ms [2022-03-07 07:49:01 main:574] : INFO : Epoch 1955 | loss: 0.0311484 | val_loss: 0.0311458 | Time: 1183.44 ms [2022-03-07 07:49:02 main:574] : INFO : Epoch 1956 | loss: 0.0311464 | val_loss: 0.0311458 | Time: 1175.13 ms [2022-03-07 07:49:03 main:574] : INFO : Epoch 1957 | loss: 0.0311455 | val_loss: 0.0311454 | Time: 1210.19 ms [2022-03-07 07:49:05 main:574] : INFO : Epoch 1958 | loss: 0.0311441 | val_loss: 0.0311463 | Time: 1209.88 ms [2022-03-07 07:49:06 main:574] : INFO : Epoch 1959 | loss: 0.0311437 | val_loss: 0.0311442 | Time: 1177.77 ms [2022-03-07 07:49:07 main:574] : INFO : Epoch 1960 | loss: 0.031145 | val_loss: 0.0311455 | Time: 1200.54 ms [2022-03-07 07:49:08 main:574] : INFO : Epoch 1961 | loss: 0.0311437 | val_loss: 0.0311463 | Time: 1204.09 ms [2022-03-07 07:49:09 main:574] : INFO : Epoch 1962 | loss: 0.0311436 | val_loss: 0.0311458 | Time: 1222.32 ms [2022-03-07 07:49:11 main:574] : INFO : Epoch 1963 | loss: 0.0311436 | val_loss: 0.0311466 | Time: 1223.98 ms [2022-03-07 07:49:12 main:574] : INFO : Epoch 1964 | loss: 0.0311456 | val_loss: 0.0311486 | Time: 1394.28 ms [2022-03-07 07:49:13 main:574] : INFO : Epoch 1965 | loss: 0.0311425 | val_loss: 0.0311423 | Time: 1205.32 ms [2022-03-07 07:49:15 main:574] : INFO : Epoch 1966 | loss: 0.031144 | val_loss: 0.0311466 | Time: 1206.85 ms [2022-03-07 07:49:16 main:574] : INFO : Epoch 1967 | loss: 0.0311484 | val_loss: 0.0311494 | Time: 1198.95 ms [2022-03-07 07:49:17 main:574] : INFO : Epoch 1968 | loss: 0.0311525 | val_loss: 0.0311467 | Time: 1199.9 ms [2022-03-07 07:49:18 main:574] : INFO : Epoch 1969 | loss: 0.0311492 | val_loss: 0.0311467 | Time: 1179.97 ms [2022-03-07 07:49:19 main:574] : INFO : Epoch 1970 | loss: 0.0311473 | val_loss: 0.0311438 | Time: 1203.49 ms [2022-03-07 07:49:21 main:574] : INFO : Epoch 1971 | loss: 0.0311463 | val_loss: 0.0311463 | Time: 1198.22 ms [2022-03-07 07:49:22 main:574] : INFO : Epoch 1972 | loss: 0.0311454 | val_loss: 0.0311442 | Time: 1200.71 ms [2022-03-07 07:49:23 main:574] : INFO : Epoch 1973 | loss: 0.0311452 | val_loss: 0.0311439 | Time: 1217.82 ms [2022-03-07 07:49:24 main:574] : INFO : Epoch 1974 | loss: 0.0311448 | val_loss: 0.0311457 | Time: 1201.15 ms [2022-03-07 07:49:25 main:574] : INFO : Epoch 1975 | loss: 0.0311458 | val_loss: 0.0311486 | Time: 1200.99 ms [2022-03-07 07:49:27 main:574] : INFO : Epoch 1976 | loss: 0.0311486 | val_loss: 0.0311449 | Time: 1196.75 ms [2022-03-07 07:49:28 main:574] : INFO : Epoch 1977 | loss: 0.031144 | val_loss: 0.0311454 | Time: 1203.6 ms [2022-03-07 07:49:29 main:574] : INFO : Epoch 1978 | loss: 0.0311454 | val_loss: 0.0311454 | Time: 1198.17 ms [2022-03-07 07:49:30 main:574] : INFO : Epoch 1979 | loss: 0.0311447 | val_loss: 0.0311475 | Time: 1195.11 ms [2022-03-07 07:49:31 main:574] : INFO : Epoch 1980 | loss: 0.0311455 | val_loss: 0.0311449 | Time: 1197.42 ms [2022-03-07 07:49:33 main:574] : INFO : Epoch 1981 | loss: 0.0311444 | val_loss: 0.0311445 | Time: 1217.05 ms [2022-03-07 07:49:34 main:574] : INFO : Epoch 1982 | loss: 0.0311448 | val_loss: 0.0311456 | Time: 1201.56 ms [2022-03-07 07:49:35 main:574] : INFO : Epoch 1983 | loss: 0.0311431 | val_loss: 0.0311454 | Time: 1192.39 ms [2022-03-07 07:49:36 main:574] : INFO : Epoch 1984 | loss: 0.0311443 | val_loss: 0.0311457 | Time: 1215.51 ms [2022-03-07 07:49:37 main:574] : INFO : Epoch 1985 | loss: 0.0311438 | val_loss: 0.0311443 | Time: 1190.06 ms [2022-03-07 07:49:39 main:574] : INFO : Epoch 1986 | loss: 0.0311421 | val_loss: 0.0311457 | Time: 1202.71 ms [2022-03-07 07:49:40 main:574] : INFO : Epoch 1987 | loss: 0.0311424 | val_loss: 0.0311454 | Time: 1206.57 ms [2022-03-07 07:49:41 main:574] : INFO : Epoch 1988 | loss: 0.0311434 | val_loss: 0.0311462 | Time: 1225.42 ms [2022-03-07 07:49:42 main:574] : INFO : Epoch 1989 | loss: 0.0311427 | val_loss: 0.0311449 | Time: 1196.97 ms [2022-03-07 07:49:43 main:574] : INFO : Epoch 1990 | loss: 0.0311408 | val_loss: 0.0311438 | Time: 1184.23 ms [2022-03-07 07:49:45 main:574] : INFO : Epoch 1991 | loss: 0.031141 | val_loss: 0.0311429 | Time: 1201.22 ms [2022-03-07 07:49:46 main:574] : INFO : Epoch 1992 | loss: 0.0311416 | val_loss: 0.0311451 | Time: 1206.91 ms [2022-03-07 07:49:47 main:574] : INFO : Epoch 1993 | loss: 0.0311425 | val_loss: 0.0311491 | Time: 1207.29 ms [2022-03-07 07:49:48 main:574] : INFO : Epoch 1994 | loss: 0.031142 | val_loss: 0.0311428 | Time: 1200.59 ms [2022-03-07 07:49:49 main:574] : INFO : Epoch 1995 | loss: 0.0311409 | val_loss: 0.0311457 | Time: 1188.59 ms [2022-03-07 07:49:51 main:574] : INFO : Epoch 1996 | loss: 0.0311434 | val_loss: 0.0311475 | Time: 1209.09 ms [2022-03-07 07:49:52 main:574] : INFO : Epoch 1997 | loss: 0.0311433 | val_loss: 0.0311477 | Time: 1181.26 ms [2022-03-07 07:49:53 main:574] : INFO : Epoch 1998 | loss: 0.0311451 | val_loss: 0.0311445 | Time: 1188.53 ms [2022-03-07 07:49:54 main:574] : INFO : Epoch 1999 | loss: 0.0311436 | val_loss: 0.0311496 | Time: 1189.84 ms [2022-03-07 07:49:55 main:574] : INFO : Epoch 2000 | loss: 0.031145 | val_loss: 0.0311491 | Time: 1200.65 ms [2022-03-07 07:49:57 main:574] : INFO : Epoch 2001 | loss: 0.0311428 | val_loss: 0.0311444 | Time: 1221.51 ms [2022-03-07 07:49:58 main:574] : INFO : Epoch 2002 | loss: 0.0311409 | val_loss: 0.0311437 | Time: 1209.37 ms [2022-03-07 07:49:59 main:574] : INFO : Epoch 2003 | loss: 0.0311421 | val_loss: 0.0311451 | Time: 1202.51 ms [2022-03-07 07:50:00 main:574] : INFO : Epoch 2004 | loss: 0.0311397 | val_loss: 0.031143 | Time: 1194.12 ms [2022-03-07 07:50:01 main:574] : INFO : Epoch 2005 | loss: 0.0311406 | val_loss: 0.0311433 | Time: 1193.58 ms [2022-03-07 07:50:03 main:574] : INFO : Epoch 2006 | loss: 0.0311404 | val_loss: 0.0311441 | Time: 1203.52 ms [2022-03-07 07:50:04 main:574] : INFO : Epoch 2007 | loss: 0.0311409 | val_loss: 0.0311453 | Time: 1192.98 ms [2022-03-07 07:50:05 main:574] : INFO : Epoch 2008 | loss: 0.0311409 | val_loss: 0.0311466 | Time: 1199.83 ms [2022-03-07 07:50:06 main:574] : INFO : Epoch 2009 | loss: 0.0311404 | val_loss: 0.0311458 | Time: 1197.69 ms [2022-03-07 07:50:07 main:574] : INFO : Epoch 2010 | loss: 0.0311412 | val_loss: 0.031145 | Time: 1213.69 ms [2022-03-07 07:50:09 main:574] : INFO : Epoch 2011 | loss: 0.0311416 | val_loss: 0.0311461 | Time: 1212.27 ms [2022-03-07 07:50:10 main:574] : INFO : Epoch 2012 | loss: 0.0311426 | val_loss: 0.031146 | Time: 1416.83 ms [2022-03-07 07:50:11 main:574] : INFO : Epoch 2013 | loss: 0.0311454 | val_loss: 0.0311463 | Time: 1170.05 ms [2022-03-07 07:50:13 main:574] : INFO : Epoch 2014 | loss: 0.0311427 | val_loss: 0.0311455 | Time: 1182.8 ms [2022-03-07 07:50:14 main:574] : INFO : Epoch 2015 | loss: 0.0311408 | val_loss: 0.0311452 | Time: 1193.33 ms [2022-03-07 07:50:15 main:574] : INFO : Epoch 2016 | loss: 0.0311414 | val_loss: 0.0311464 | Time: 1191.88 ms [2022-03-07 07:50:16 main:574] : INFO : Epoch 2017 | loss: 0.031142 | val_loss: 0.031148 | Time: 1201.12 ms [2022-03-07 07:50:17 main:574] : INFO : Epoch 2018 | loss: 0.0311435 | val_loss: 0.0311439 | Time: 1198.99 ms [2022-03-07 07:50:18 main:574] : INFO : Epoch 2019 | loss: 0.0311403 | val_loss: 0.0311458 | Time: 1189.04 ms [2022-03-07 07:50:20 main:574] : INFO : Epoch 2020 | loss: 0.0311388 | val_loss: 0.0311448 | Time: 1190.06 ms [2022-03-07 07:50:21 main:574] : INFO : Epoch 2021 | loss: 0.0311396 | val_loss: 0.0311454 | Time: 1200.1 ms [2022-03-07 07:50:22 main:574] : INFO : Epoch 2022 | loss: 0.031139 | val_loss: 0.0311453 | Time: 1202.56 ms [2022-03-07 07:50:23 main:574] : INFO : Epoch 2023 | loss: 0.0311399 | val_loss: 0.0311446 | Time: 1200.42 ms [2022-03-07 07:50:25 main:574] : INFO : Epoch 2024 | loss: 0.0311395 | val_loss: 0.031145 | Time: 1206.98 ms [2022-03-07 07:50:26 main:574] : INFO : Epoch 2025 | loss: 0.0311429 | val_loss: 0.0311445 | Time: 1223.46 ms [2022-03-07 07:50:27 main:574] : INFO : Epoch 2026 | loss: 0.0311446 | val_loss: 0.0311452 | Time: 1203.85 ms [2022-03-07 07:50:28 main:574] : INFO : Epoch 2027 | loss: 0.0311408 | val_loss: 0.0311443 | Time: 1305.09 ms [2022-03-07 07:50:30 main:574] : INFO : Epoch 2028 | loss: 0.0311393 | val_loss: 0.0311431 | Time: 1265.86 ms [2022-03-07 07:50:31 main:574] : INFO : Epoch 2029 | loss: 0.0311383 | val_loss: 0.0311432 | Time: 1194.59 ms [2022-03-07 07:50:32 main:574] : INFO : Epoch 2030 | loss: 0.0311394 | val_loss: 0.0311436 | Time: 1198 ms [2022-03-07 07:50:33 main:574] : INFO : Epoch 2031 | loss: 0.0311392 | val_loss: 0.0311459 | Time: 1209.86 ms [2022-03-07 07:50:34 main:574] : INFO : Epoch 2032 | loss: 0.0311421 | val_loss: 0.0311561 | Time: 1214.31 ms [2022-03-07 07:50:36 main:574] : INFO : Epoch 2033 | loss: 0.0311458 | val_loss: 0.031147 | Time: 1187 ms [2022-03-07 07:50:37 main:574] : INFO : Epoch 2034 | loss: 0.0311456 | val_loss: 0.0311479 | Time: 1203.38 ms [2022-03-07 07:50:38 main:574] : INFO : Epoch 2035 | loss: 0.031142 | val_loss: 0.0311455 | Time: 1211.73 ms [2022-03-07 07:50:39 main:574] : INFO : Epoch 2036 | loss: 0.0311431 | val_loss: 0.0311507 | Time: 1189.85 ms [2022-03-07 07:50:41 main:574] : INFO : Epoch 2037 | loss: 0.0311394 | val_loss: 0.031143 | Time: 1199.68 ms [2022-03-07 07:50:42 main:574] : INFO : Epoch 2038 | loss: 0.0311373 | val_loss: 0.0311451 | Time: 1195.03 ms [2022-03-07 07:50:43 main:574] : INFO : Epoch 2039 | loss: 0.0311374 | val_loss: 0.0311429 | Time: 1189.69 ms [2022-03-07 07:50:44 main:574] : INFO : Epoch 2040 | loss: 0.0311367 | val_loss: 0.0311418 | Time: 1198 ms [2022-03-07 07:50:45 main:574] : INFO : Epoch 2041 | loss: 0.0311376 | val_loss: 0.031144 | Time: 1219.1 ms [2022-03-07 07:50:47 main:574] : INFO : Epoch 2042 | loss: 0.031136 | val_loss: 0.0311437 | Time: 1215.53 ms [2022-03-07 07:50:48 main:574] : INFO : Epoch 2043 | loss: 0.0311378 | val_loss: 0.0311445 | Time: 1211.17 ms [2022-03-07 07:50:49 main:574] : INFO : Epoch 2044 | loss: 0.031138 | val_loss: 0.0311417 | Time: 1182.97 ms [2022-03-07 07:50:50 main:574] : INFO : Epoch 2045 | loss: 0.0311373 | val_loss: 0.0311488 | Time: 1206.45 ms [2022-03-07 07:50:51 main:574] : INFO : Epoch 2046 | loss: 0.0311402 | val_loss: 0.0311453 | Time: 1194.63 ms [2022-03-07 07:50:53 main:574] : INFO : Epoch 2047 | loss: 0.0311391 | val_loss: 0.0311469 | Time: 1192.38 ms [2022-03-07 07:50:54 main:574] : INFO : Epoch 2048 | loss: 0.0311368 | val_loss: 0.0311443 | Time: 1202.42 ms [2022-03-07 07:50:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311443 [2022-03-07 07:50:54 main:603] : INFO : Saving end state to config to file [2022-03-07 07:50:54 main:608] : INFO : Success, exiting.. 07:50:54 (2824): 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)