Task 9145433
| Name | ParityModified-1636180977-17462-2_2 |
| Workunit | 6367030 |
| Created | 24 Nov 2021, 0:33:02 UTC |
| Sent | 24 Nov 2021, 1:03:24 UTC |
| Report deadline | 1 Dec 2021, 1:03:24 UTC |
| Received | 24 Nov 2021, 3:27:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16514 |
| Run time | 47 min 2 sec |
| CPU time | 43 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,554.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.61 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.0312659 | val_loss: 0.0314082 | Time: 1187.32 ms [2021-11-24 03:15:59 main:574] : INFO : Epoch 1543 | loss: 0.0379153 | val_loss: 0.0365676 | Time: 1191.25 ms [2021-11-24 03:16:00 main:574] : INFO : Epoch 1544 | loss: 0.0358686 | val_loss: 0.0321894 | Time: 1186.28 ms [2021-11-24 03:16:01 main:574] : INFO : Epoch 1545 | loss: 0.0317576 | val_loss: 0.0314821 | Time: 1171.28 ms [2021-11-24 03:16:03 main:574] : INFO : Epoch 1546 | loss: 0.0313507 | val_loss: 0.031311 | Time: 1191.92 ms [2021-11-24 03:16:04 main:574] : INFO : Epoch 1547 | loss: 0.0312671 | val_loss: 0.0312551 | Time: 1166.11 ms [2021-11-24 03:16:05 main:574] : INFO : Epoch 1548 | loss: 0.0312489 | val_loss: 0.0312518 | Time: 1171.79 ms [2021-11-24 03:16:06 main:574] : INFO : Epoch 1549 | loss: 0.0312474 | val_loss: 0.0312498 | Time: 1163.75 ms [2021-11-24 03:16:08 main:574] : INFO : Epoch 1550 | loss: 0.0312455 | val_loss: 0.0312464 | Time: 1184.96 ms [2021-11-24 03:16:09 main:574] : INFO : Epoch 1551 | loss: 0.0312443 | val_loss: 0.0312455 | Time: 1169.6 ms [2021-11-24 03:16:10 main:574] : INFO : Epoch 1552 | loss: 0.0312442 | val_loss: 0.0312467 | Time: 1171.62 ms [2021-11-24 03:16:12 main:574] : INFO : Epoch 1553 | loss: 0.0312443 | val_loss: 0.0312452 | Time: 1190.34 ms [2021-11-24 03:16:13 main:574] : INFO : Epoch 1554 | loss: 0.0312435 | val_loss: 0.0312456 | Time: 1203.18 ms [2021-11-24 03:16:14 main:574] : INFO : Epoch 1555 | loss: 0.0312438 | val_loss: 0.0312451 | Time: 1176.83 ms [2021-11-24 03:16:15 main:574] : INFO : Epoch 1556 | loss: 0.0312436 | val_loss: 0.031246 | Time: 1174.53 ms [2021-11-24 03:16:17 main:574] : INFO : Epoch 1557 | loss: 0.0312432 | val_loss: 0.0312461 | Time: 1179.64 ms [2021-11-24 03:16:18 main:574] : INFO : Epoch 1558 | loss: 0.0312448 | val_loss: 0.0312459 | Time: 1169.2 ms [2021-11-24 03:16:19 main:574] : INFO : Epoch 1559 | loss: 0.0312431 | val_loss: 0.0312451 | Time: 1180.63 ms [2021-11-24 03:16:20 main:574] : INFO : Epoch 1560 | loss: 0.0312435 | val_loss: 0.0312452 | Time: 1171.83 ms [2021-11-24 03:16:22 main:574] : INFO : Epoch 1561 | loss: 0.0312437 | val_loss: 0.0312454 | Time: 1216.12 ms [2021-11-24 03:16:23 main:574] : INFO : Epoch 1562 | loss: 0.0312431 | val_loss: 0.0312457 | Time: 1193.24 ms [2021-11-24 03:16:24 main:574] : INFO : Epoch 1563 | loss: 0.0312432 | val_loss: 0.0312456 | Time: 1167.85 ms [2021-11-24 03:16:25 main:574] : INFO : Epoch 1564 | loss: 0.0312433 | val_loss: 0.0312457 | Time: 1167.17 ms [2021-11-24 03:16:27 main:574] : INFO : Epoch 1565 | loss: 0.0312432 | val_loss: 0.031245 | Time: 1180.6 ms [2021-11-24 03:16:28 main:574] : INFO : Epoch 1566 | loss: 0.0312431 | val_loss: 0.0312453 | Time: 1179.87 ms [2021-11-24 03:16:29 main:574] : INFO : Epoch 1567 | loss: 0.0312436 | val_loss: 0.031245 | Time: 1168.44 ms [2021-11-24 03:16:30 main:574] : INFO : Epoch 1568 | loss: 0.0312431 | val_loss: 0.0312445 | Time: 1182.22 ms [2021-11-24 03:16:32 main:574] : INFO : Epoch 1569 | loss: 0.0312435 | val_loss: 0.031245 | Time: 1181.01 ms [2021-11-24 03:16:33 main:574] : INFO : Epoch 1570 | loss: 0.031243 | val_loss: 0.0312456 | Time: 1204.95 ms [2021-11-24 03:16:34 main:574] : INFO : Epoch 1571 | loss: 0.031243 | val_loss: 0.0312445 | Time: 1170.94 ms [2021-11-24 03:16:36 main:574] : INFO : Epoch 1572 | loss: 0.0312429 | val_loss: 0.0312448 | Time: 1183.41 ms [2021-11-24 03:16:37 main:574] : INFO : Epoch 1573 | loss: 0.0312431 | val_loss: 0.0312475 | Time: 1211.48 ms [2021-11-24 03:16:38 main:574] : INFO : Epoch 1574 | loss: 0.031245 | val_loss: 0.0312462 | Time: 1203.14 ms [2021-11-24 03:16:39 main:574] : INFO : Epoch 1575 | loss: 0.0312432 | val_loss: 0.0312455 | Time: 1197.6 ms [2021-11-24 03:16:41 main:574] : INFO : Epoch 1576 | loss: 0.0312435 | val_loss: 0.0312447 | Time: 1167.52 ms [2021-11-24 03:16:42 main:574] : INFO : Epoch 1577 | loss: 0.0312428 | val_loss: 0.0312454 | Time: 1172.56 ms [2021-11-24 03:16:43 main:574] : INFO : Epoch 1578 | loss: 0.0312425 | val_loss: 0.0312445 | Time: 1172.34 ms [2021-11-24 03:16:44 main:574] : INFO : Epoch 1579 | loss: 0.0312429 | val_loss: 0.0312454 | Time: 1173.9 ms [2021-11-24 03:16:46 main:574] : INFO : Epoch 1580 | loss: 0.0312434 | val_loss: 0.031245 | Time: 1204.76 ms [2021-11-24 03:16:47 main:574] : INFO : Epoch 1581 | loss: 0.0312429 | val_loss: 0.0312459 | Time: 1194.79 ms [2021-11-24 03:16:48 main:574] : INFO : Epoch 1582 | loss: 0.0312441 | val_loss: 0.0312464 | Time: 1195.55 ms [2021-11-24 03:16:49 main:574] : INFO : Epoch 1583 | loss: 0.0312436 | val_loss: 0.031246 | Time: 1175.45 ms [2021-11-24 03:16:51 main:574] : INFO : Epoch 1584 | loss: 0.0312432 | val_loss: 0.0312445 | Time: 1159.52 ms [2021-11-24 03:16:52 main:574] : INFO : Epoch 1585 | loss: 0.0312429 | val_loss: 0.0312456 | Time: 1188.79 ms [2021-11-24 03:16:53 main:574] : INFO : Epoch 1586 | loss: 0.0312431 | val_loss: 0.0312456 | Time: 1189.97 ms [2021-11-24 03:16:54 main:574] : INFO : Epoch 1587 | loss: 0.0312445 | val_loss: 0.0312458 | Time: 1189.93 ms [2021-11-24 03:16:56 main:574] : INFO : Epoch 1588 | loss: 0.031244 | val_loss: 0.0312464 | Time: 1153.21 ms [2021-11-24 03:16:57 main:574] : INFO : Epoch 1589 | loss: 0.0312444 | val_loss: 0.0312461 | Time: 1155.67 ms [2021-11-24 03:16:58 main:574] : INFO : Epoch 1590 | loss: 0.031243 | val_loss: 0.0312448 | Time: 1163.43 ms [2021-11-24 03:16:59 main:574] : INFO : Epoch 1591 | loss: 0.0312428 | val_loss: 0.031245 | Time: 1187.38 ms [2021-11-24 03:17:01 main:574] : INFO : Epoch 1592 | loss: 0.0312431 | val_loss: 0.0312445 | Time: 1176.9 ms [2021-11-24 03:17:02 main:574] : INFO : Epoch 1593 | loss: 0.031243 | val_loss: 0.0312447 | Time: 1174.39 ms [2021-11-24 03:17:03 main:574] : INFO : Epoch 1594 | loss: 0.0312425 | val_loss: 0.0312447 | Time: 1209.35 ms [2021-11-24 03:17:04 main:574] : INFO : Epoch 1595 | loss: 0.0312427 | val_loss: 0.031245 | Time: 1168.96 ms [2021-11-24 03:17:06 main:574] : INFO : Epoch 1596 | loss: 0.031243 | val_loss: 0.0312445 | Time: 1186.5 ms [2021-11-24 03:17:07 main:574] : INFO : Epoch 1597 | loss: 0.0312426 | val_loss: 0.0312449 | Time: 1164.18 ms [2021-11-24 03:17:08 main:574] : INFO : Epoch 1598 | loss: 0.0312435 | val_loss: 0.031245 | Time: 1164.94 ms [2021-11-24 03:17:09 main:574] : INFO : Epoch 1599 | loss: 0.0312433 | val_loss: 0.0312451 | Time: 1169.46 ms [2021-11-24 03:17:11 main:574] : INFO : Epoch 1600 | loss: 0.0312429 | val_loss: 0.0312451 | Time: 1167.86 ms [2021-11-24 03:17:12 main:574] : INFO : Epoch 1601 | loss: 0.0312429 | val_loss: 0.0312458 | Time: 1171.92 ms [2021-11-24 03:17:13 main:574] : INFO : Epoch 1602 | loss: 0.0312431 | val_loss: 0.0312456 | Time: 1180.83 ms [2021-11-24 03:17:14 main:574] : INFO : Epoch 1603 | loss: 0.0312428 | val_loss: 0.0312444 | Time: 1166.78 ms [2021-11-24 03:17:16 main:574] : INFO : Epoch 1604 | loss: 0.0312432 | val_loss: 0.031245 | Time: 1204.13 ms [2021-11-24 03:17:17 main:574] : INFO : Epoch 1605 | loss: 0.0312436 | val_loss: 0.0312449 | Time: 1177.19 ms [2021-11-24 03:17:18 main:574] : INFO : Epoch 1606 | loss: 0.0312433 | val_loss: 0.0312472 | Time: 1153.72 ms [2021-11-24 03:17:19 main:574] : INFO : Epoch 1607 | loss: 0.0312429 | val_loss: 0.0312446 | Time: 1179.47 ms [2021-11-24 03:17:21 main:574] : INFO : Epoch 1608 | loss: 0.0312431 | val_loss: 0.031245 | Time: 1189.37 ms [2021-11-24 03:17:22 main:574] : INFO : Epoch 1609 | loss: 0.0312428 | val_loss: 0.0312445 | Time: 1206.26 ms [2021-11-24 03:17:23 main:574] : INFO : Epoch 1610 | loss: 0.0312429 | val_loss: 0.0312447 | Time: 1181.91 ms [2021-11-24 03:17:24 main:574] : INFO : Epoch 1611 | loss: 0.0312432 | val_loss: 0.0312459 | Time: 1183.08 ms [2021-11-24 03:17:26 main:574] : INFO : Epoch 1612 | loss: 0.031244 | val_loss: 0.0312466 | Time: 1185.21 ms [2021-11-24 03:17:27 main:574] : INFO : Epoch 1613 | loss: 0.0312432 | val_loss: 0.0312457 | Time: 1185.41 ms [2021-11-24 03:17:28 main:574] : INFO : Epoch 1614 | loss: 0.0312431 | val_loss: 0.0312447 | Time: 1165.39 ms [2021-11-24 03:17:30 main:574] : INFO : Epoch 1615 | loss: 0.031243 | val_loss: 0.0312449 | Time: 1189.75 ms [2021-11-24 03:17:31 main:574] : INFO : Epoch 1616 | loss: 0.0312425 | val_loss: 0.0312446 | Time: 1178.19 ms [2021-11-24 03:17:32 main:574] : INFO : Epoch 1617 | loss: 0.0312429 | val_loss: 0.0312451 | Time: 1184.86 ms [2021-11-24 03:17:33 main:574] : INFO : Epoch 1618 | loss: 0.0312437 | val_loss: 0.0312453 | Time: 1175.96 ms [2021-11-24 03:17:35 main:574] : INFO : Epoch 1619 | loss: 0.0312431 | val_loss: 0.031245 | Time: 1160.86 ms [2021-11-24 03:17:36 main:574] : INFO : Epoch 1620 | loss: 0.031244 | val_loss: 0.0312446 | Time: 1180.98 ms [2021-11-24 03:17:37 main:574] : INFO : Epoch 1621 | loss: 0.0312431 | val_loss: 0.0312452 | Time: 1180.09 ms [2021-11-24 03:17:38 main:574] : INFO : Epoch 1622 | loss: 0.0312427 | val_loss: 0.0312445 | Time: 1161.37 ms [2021-11-24 03:17:40 main:574] : INFO : Epoch 1623 | loss: 0.0312426 | val_loss: 0.0312451 | Time: 1198.37 ms [2021-11-24 03:17:41 main:574] : INFO : Epoch 1624 | loss: 0.0312426 | val_loss: 0.0312447 | Time: 1193.61 ms [2021-11-24 03:17:42 main:574] : INFO : Epoch 1625 | loss: 0.0312439 | val_loss: 0.0312467 | Time: 1187.06 ms [2021-11-24 03:17:43 main:574] : INFO : Epoch 1626 | loss: 0.0312437 | val_loss: 0.0312455 | Time: 1180.2 ms [2021-11-24 03:17:45 main:574] : INFO : Epoch 1627 | loss: 0.031243 | val_loss: 0.0312442 | Time: 1199.57 ms [2021-11-24 03:17:46 main:574] : INFO : Epoch 1628 | loss: 0.0312425 | val_loss: 0.0312446 | Time: 1184.32 ms [2021-11-24 03:17:47 main:574] : INFO : Epoch 1629 | loss: 0.0312429 | val_loss: 0.0312459 | Time: 1160.91 ms [2021-11-24 03:17:48 main:574] : INFO : Epoch 1630 | loss: 0.0312444 | val_loss: 0.0312482 | Time: 1193.24 ms [2021-11-24 03:17:50 main:574] : INFO : Epoch 1631 | loss: 0.0312445 | val_loss: 0.0312486 | Time: 1170.78 ms [2021-11-24 03:17:51 main:574] : INFO : Epoch 1632 | loss: 0.0312445 | val_loss: 0.0312447 | Time: 1174.56 ms [2021-11-24 03:17:52 main:574] : INFO : Epoch 1633 | loss: 0.0312438 | val_loss: 0.0312456 | Time: 1183.86 ms [2021-11-24 03:17:53 main:574] : INFO : Epoch 1634 | loss: 0.0312436 | val_loss: 0.0312444 | Time: 1181.88 ms [2021-11-24 03:17:55 main:574] : INFO : Epoch 1635 | loss: 0.031243 | val_loss: 0.0312444 | Time: 1170.81 ms [2021-11-24 03:17:56 main:574] : INFO : Epoch 1636 | loss: 0.0312426 | val_loss: 0.0312452 | Time: 1180.04 ms [2021-11-24 03:17:57 main:574] : INFO : Epoch 1637 | loss: 0.031243 | val_loss: 0.0312455 | Time: 1169.4 ms [2021-11-24 03:17:58 main:574] : INFO : Epoch 1638 | loss: 0.0312431 | val_loss: 0.0312447 | Time: 1175.37 ms [2021-11-24 03:18:00 main:574] : INFO : Epoch 1639 | loss: 0.0312436 | val_loss: 0.0312452 | Time: 1326.59 ms [2021-11-24 03:18:01 main:574] : INFO : Epoch 1640 | loss: 0.0312438 | val_loss: 0.0312444 | Time: 1281.14 ms [2021-11-24 03:18:02 main:574] : INFO : Epoch 1641 | loss: 0.0312429 | val_loss: 0.0312445 | Time: 1176.03 ms [2021-11-24 03:18:04 main:574] : INFO : Epoch 1642 | loss: 0.0312441 | val_loss: 0.0312479 | Time: 1184 ms [2021-11-24 03:18:05 main:574] : INFO : Epoch 1643 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 1173.71 ms [2021-11-24 03:18:06 main:574] : INFO : Epoch 1644 | loss: 0.0312428 | val_loss: 0.0312449 | Time: 1179.89 ms [2021-11-24 03:18:08 main:574] : INFO : Epoch 1645 | loss: 0.0312427 | val_loss: 0.0312447 | Time: 1187.09 ms [2021-11-24 03:18:09 main:574] : INFO : Epoch 1646 | loss: 0.0312428 | val_loss: 0.0312451 | Time: 1183.74 ms [2021-11-24 03:18:10 main:574] : INFO : Epoch 1647 | loss: 0.0312443 | val_loss: 0.0312454 | Time: 1160.45 ms [2021-11-24 03:18:11 main:574] : INFO : Epoch 1648 | loss: 0.0312435 | val_loss: 0.031246 | Time: 1174.18 ms [2021-11-24 03:18:13 main:574] : INFO : Epoch 1649 | loss: 0.0312435 | val_loss: 0.0312445 | Time: 1174.38 ms [2021-11-24 03:18:14 main:574] : INFO : Epoch 1650 | loss: 0.0312426 | val_loss: 0.0312453 | Time: 1199.06 ms [2021-11-24 03:18:15 main:574] : INFO : Epoch 1651 | loss: 0.0312429 | val_loss: 0.031245 | Time: 1152.15 ms [2021-11-24 03:18:16 main:574] : INFO : Epoch 1652 | loss: 0.0312427 | val_loss: 0.0312446 | Time: 1167.8 ms [2021-11-24 03:18:18 main:574] : INFO : Epoch 1653 | loss: 0.0312428 | val_loss: 0.0312462 | Time: 1176.05 ms [2021-11-24 03:18:19 main:574] : INFO : Epoch 1654 | loss: 0.0312428 | val_loss: 0.0312463 | Time: 1203.52 ms [2021-11-24 03:18:20 main:574] : INFO : Epoch 1655 | loss: 0.0312434 | val_loss: 0.0312474 | Time: 1162.87 ms [2021-11-24 03:18:22 main:574] : INFO : Epoch 1656 | loss: 0.0312431 | val_loss: 0.0312459 | Time: 1187.75 ms [2021-11-24 03:18:23 main:574] : INFO : Epoch 1657 | loss: 0.0312426 | val_loss: 0.0312454 | Time: 1170.61 ms [2021-11-24 03:18:24 main:574] : INFO : Epoch 1658 | loss: 0.0312436 | val_loss: 0.0312491 | Time: 1185.58 ms [2021-11-24 03:18:25 main:574] : INFO : Epoch 1659 | loss: 0.0312449 | val_loss: 0.0312446 | Time: 1151.49 ms [2021-11-24 03:18:27 main:574] : INFO : Epoch 1660 | loss: 0.0312428 | val_loss: 0.0312456 | Time: 1185.54 ms [2021-11-24 03:18:28 main:574] : INFO : Epoch 1661 | loss: 0.0312433 | val_loss: 0.0312448 | Time: 1170.74 ms [2021-11-24 03:18:29 main:574] : INFO : Epoch 1662 | loss: 0.0312427 | val_loss: 0.0312444 | Time: 1171.27 ms [2021-11-24 03:18:30 main:574] : INFO : Epoch 1663 | loss: 0.0312427 | val_loss: 0.0312443 | Time: 1169.06 ms [2021-11-24 03:18:31 main:574] : INFO : Epoch 1664 | loss: 0.0312424 | val_loss: 0.0312447 | Time: 1199.08 ms [2021-11-24 03:18:33 main:574] : INFO : Epoch 1665 | loss: 0.0312426 | val_loss: 0.0312443 | Time: 1203.94 ms [2021-11-24 03:18:34 main:574] : INFO : Epoch 1666 | loss: 0.0312424 | val_loss: 0.0312445 | Time: 1157.45 ms [2021-11-24 03:18:35 main:574] : INFO : Epoch 1667 | loss: 0.0312428 | val_loss: 0.0312451 | Time: 1174.7 ms [2021-11-24 03:18:37 main:574] : INFO : Epoch 1668 | loss: 0.0312425 | val_loss: 0.0312485 | Time: 1165 ms [2021-11-24 03:18:38 main:574] : INFO : Epoch 1669 | loss: 0.0312431 | val_loss: 0.0312458 | Time: 1160.28 ms [2021-11-24 03:18:39 main:574] : INFO : Epoch 1670 | loss: 0.0312428 | val_loss: 0.0312468 | Time: 1184.43 ms [2021-11-24 03:18:40 main:574] : INFO : Epoch 1671 | loss: 0.0312432 | val_loss: 0.0312446 | Time: 1193.88 ms [2021-11-24 03:18:42 main:574] : INFO : Epoch 1672 | loss: 0.0312424 | val_loss: 0.0312453 | Time: 1171.48 ms [2021-11-24 03:18:43 main:574] : INFO : Epoch 1673 | loss: 0.031243 | val_loss: 0.0312454 | Time: 1185.01 ms [2021-11-24 03:18:44 main:574] : INFO : Epoch 1674 | loss: 0.0312429 | val_loss: 0.0312449 | Time: 1195.25 ms [2021-11-24 03:18:45 main:574] : INFO : Epoch 1675 | loss: 0.0312431 | val_loss: 0.0312459 | Time: 1154.41 ms [2021-11-24 03:18:47 main:574] : INFO : Epoch 1676 | loss: 0.0312434 | val_loss: 0.0312454 | Time: 1171.59 ms [2021-11-24 03:18:48 main:574] : INFO : Epoch 1677 | loss: 0.0312432 | val_loss: 0.0312492 | Time: 1176.22 ms [2021-11-24 03:18:49 main:574] : INFO : Epoch 1678 | loss: 0.0312433 | val_loss: 0.0312452 | Time: 1284.68 ms [2021-11-24 03:18:51 main:574] : INFO : Epoch 1679 | loss: 0.0312436 | val_loss: 0.0312458 | Time: 1337.13 ms [2021-11-24 03:18:52 main:574] : INFO : Epoch 1680 | loss: 0.0312435 | val_loss: 0.0312445 | Time: 1316.97 ms [2021-11-24 03:18:54 main:574] : INFO : Epoch 1681 | loss: 0.0312431 | val_loss: 0.0312457 | Time: 1355.77 ms [2021-11-24 03:18:55 main:574] : INFO : Epoch 1682 | loss: 0.0312427 | val_loss: 0.0312448 | Time: 1340.66 ms [2021-11-24 03:18:56 main:574] : INFO : Epoch 1683 | loss: 0.0312431 | val_loss: 0.0312449 | Time: 1310.85 ms [2021-11-24 03:18:58 main:574] : INFO : Epoch 1684 | loss: 0.0312427 | val_loss: 0.0312442 | Time: 1337.08 ms [2021-11-24 03:18:59 main:574] : INFO : Epoch 1685 | loss: 0.0312431 | val_loss: 0.031247 | Time: 1316.62 ms [2021-11-24 03:19:00 main:574] : INFO : Epoch 1686 | loss: 0.0312429 | val_loss: 0.0312445 | Time: 1295.42 ms [2021-11-24 03:19:02 main:574] : INFO : Epoch 1687 | loss: 0.0312426 | val_loss: 0.0312456 | Time: 1333.09 ms [2021-11-24 03:19:03 main:574] : INFO : Epoch 1688 | loss: 0.031243 | val_loss: 0.0312445 | Time: 1321.07 ms [2021-11-24 03:19:05 main:574] : INFO : Epoch 1689 | loss: 0.0312426 | val_loss: 0.0312452 | Time: 1312.93 ms [2021-11-24 03:19:06 main:574] : INFO : Epoch 1690 | loss: 0.0312426 | val_loss: 0.031245 | Time: 1332.45 ms [2021-11-24 03:19:07 main:574] : INFO : Epoch 1691 | loss: 0.0312428 | val_loss: 0.0312442 | Time: 1319.67 ms [2021-11-24 03:19:09 main:574] : INFO : Epoch 1692 | loss: 0.0312425 | val_loss: 0.0312445 | Time: 1304.07 ms [2021-11-24 03:19:10 main:574] : INFO : Epoch 1693 | loss: 0.0312432 | val_loss: 0.0312451 | Time: 1336.37 ms [2021-11-24 03:19:12 main:574] : INFO : Epoch 1694 | loss: 0.0312429 | val_loss: 0.0312446 | Time: 1336.23 ms [2021-11-24 03:19:13 main:574] : INFO : Epoch 1695 | loss: 0.0312426 | val_loss: 0.0312452 | Time: 1305.09 ms [2021-11-24 03:19:14 main:574] : INFO : Epoch 1696 | loss: 0.0312434 | val_loss: 0.0312448 | Time: 1337.38 ms [2021-11-24 03:19:16 main:574] : INFO : Epoch 1697 | loss: 0.031243 | val_loss: 0.031245 | Time: 1335.34 ms [2021-11-24 03:19:17 main:574] : INFO : Epoch 1698 | loss: 0.031243 | val_loss: 0.0312467 | Time: 1325.37 ms [2021-11-24 03:19:19 main:574] : INFO : Epoch 1699 | loss: 0.0312429 | val_loss: 0.0312449 | Time: 1326.63 ms [2021-11-24 03:19:20 main:574] : INFO : Epoch 1700 | loss: 0.0312441 | val_loss: 0.0312446 | Time: 1357.41 ms [2021-11-24 03:19:21 main:574] : INFO : Epoch 1701 | loss: 0.031245 | val_loss: 0.0312468 | Time: 1298.73 ms [2021-11-24 03:19:23 main:574] : INFO : Epoch 1702 | loss: 0.031245 | val_loss: 0.031245 | Time: 1347.36 ms [2021-11-24 03:19:24 main:574] : INFO : Epoch 1703 | loss: 0.0312437 | val_loss: 0.0312457 | Time: 1354.43 ms [2021-11-24 03:19:26 main:574] : INFO : Epoch 1704 | loss: 0.0312435 | val_loss: 0.0312459 | Time: 1330.89 ms [2021-11-24 03:19:27 main:574] : INFO : Epoch 1705 | loss: 0.0312428 | val_loss: 0.0312442 | Time: 1329.97 ms [2021-11-24 03:19:29 main:574] : INFO : Epoch 1706 | loss: 0.0312427 | val_loss: 0.0312452 | Time: 1336.82 ms [2021-11-24 03:19:30 main:574] : INFO : Epoch 1707 | loss: 0.0312433 | val_loss: 0.0312443 | Time: 1323.85 ms [2021-11-24 03:19:31 main:574] : INFO : Epoch 1708 | loss: 0.0312426 | val_loss: 0.0312443 | Time: 1334.71 ms [2021-11-24 03:19:33 main:574] : INFO : Epoch 1709 | loss: 0.0312429 | val_loss: 0.0312449 | Time: 1343.29 ms [2021-11-24 03:19:34 main:574] : INFO : Epoch 1710 | loss: 0.0312429 | val_loss: 0.031245 | Time: 1368.59 ms [2021-11-24 03:19:36 main:574] : INFO : Epoch 1711 | loss: 0.0312426 | val_loss: 0.0312452 | Time: 1335.48 ms [2021-11-24 03:19:37 main:574] : INFO : Epoch 1712 | loss: 0.0312426 | val_loss: 0.0312443 | Time: 1375.56 ms [2021-11-24 03:19:39 main:574] : INFO : Epoch 1713 | loss: 0.0312426 | val_loss: 0.0312447 | Time: 1315.76 ms [2021-11-24 03:19:40 main:574] : INFO : Epoch 1714 | loss: 0.0312427 | val_loss: 0.031245 | Time: 1350.4 ms [2021-11-24 03:19:41 main:574] : INFO : Epoch 1715 | loss: 0.0312426 | val_loss: 0.0312444 | Time: 1337.57 ms [2021-11-24 03:19:43 main:574] : INFO : Epoch 1716 | loss: 0.0312431 | val_loss: 0.0312446 | Time: 1348.18 ms [2021-11-24 03:19:44 main:574] : INFO : Epoch 1717 | loss: 0.0312425 | val_loss: 0.0312448 | Time: 1334.83 ms [2021-11-24 03:19:46 main:574] : INFO : Epoch 1718 | loss: 0.0312423 | val_loss: 0.0312448 | Time: 1360.48 ms [2021-11-24 03:19:47 main:574] : INFO : Epoch 1719 | loss: 0.0312426 | val_loss: 0.0312447 | Time: 1349.39 ms [2021-11-24 03:19:49 main:574] : INFO : Epoch 1720 | loss: 0.0312434 | val_loss: 0.0312473 | Time: 1343.19 ms [2021-11-24 03:19:50 main:574] : INFO : Epoch 1721 | loss: 0.0312456 | val_loss: 0.0312443 | Time: 1325.36 ms [2021-11-24 03:19:51 main:574] : INFO : Epoch 1722 | loss: 0.0312427 | val_loss: 0.0312452 | Time: 1336.85 ms [2021-11-24 03:19:53 main:574] : INFO : Epoch 1723 | loss: 0.0312438 | val_loss: 0.031245 | Time: 1341.33 ms [2021-11-24 03:19:54 main:574] : INFO : Epoch 1724 | loss: 0.0312426 | val_loss: 0.031245 | Time: 1354.02 ms [2021-11-24 03:19:56 main:574] : INFO : Epoch 1725 | loss: 0.0312432 | val_loss: 0.0312443 | Time: 1381.46 ms [2021-11-24 03:19:57 main:574] : INFO : Epoch 1726 | loss: 0.0312429 | val_loss: 0.0312448 | Time: 1351.7 ms [2021-11-24 03:19:59 main:574] : INFO : Epoch 1727 | loss: 0.0312426 | val_loss: 0.0312449 | Time: 1360.1 ms [2021-11-24 03:20:00 main:574] : INFO : Epoch 1728 | loss: 0.0312428 | val_loss: 0.0312452 | Time: 1339.81 ms [2021-11-24 03:20:01 main:574] : INFO : Epoch 1729 | loss: 0.0312429 | val_loss: 0.0312447 | Time: 1325.09 ms [2021-11-24 03:20:03 main:574] : INFO : Epoch 1730 | loss: 0.0312438 | val_loss: 0.0312455 | Time: 1333.16 ms [2021-11-24 03:20:04 main:574] : INFO : Epoch 1731 | loss: 0.0312428 | val_loss: 0.0312454 | Time: 1345.22 ms [2021-11-24 03:20:06 main:574] : INFO : Epoch 1732 | loss: 0.0312427 | val_loss: 0.0312453 | Time: 1380.32 ms [2021-11-24 03:20:07 main:574] : INFO : Epoch 1733 | loss: 0.0312434 | val_loss: 0.0312455 | Time: 1329.2 ms [2021-11-24 03:20:09 main:574] : INFO : Epoch 1734 | loss: 0.0312429 | val_loss: 0.031246 | Time: 1433.02 ms [2021-11-24 03:20:10 main:574] : INFO : Epoch 1735 | loss: 0.0312424 | val_loss: 0.0312444 | Time: 1345.3 ms [2021-11-24 03:20:11 main:574] : INFO : Epoch 1736 | loss: 0.0312427 | val_loss: 0.0312441 | Time: 1318.46 ms [2021-11-24 03:20:13 main:574] : INFO : Epoch 1737 | loss: 0.0312425 | val_loss: 0.0312447 | Time: 1329.72 ms [2021-11-24 03:20:14 main:574] : INFO : Epoch 1738 | loss: 0.0312424 | val_loss: 0.0312446 | Time: 1353.28 ms [2021-11-24 03:20:16 main:574] : INFO : Epoch 1739 | loss: 0.0312427 | val_loss: 0.0312444 | Time: 1335.33 ms [2021-11-24 03:20:17 main:574] : INFO : Epoch 1740 | loss: 0.0312428 | val_loss: 0.0312444 | Time: 1331.38 ms [2021-11-24 03:20:19 main:574] : INFO : Epoch 1741 | loss: 0.0312431 | val_loss: 0.0312453 | Time: 1349.11 ms [2021-11-24 03:20:20 main:574] : INFO : Epoch 1742 | loss: 0.0312429 | val_loss: 0.0312459 | Time: 1350.71 ms [2021-11-24 03:20:21 main:574] : INFO : Epoch 1743 | loss: 0.031243 | val_loss: 0.0312445 | Time: 1356.57 ms [2021-11-24 03:20:23 main:574] : INFO : Epoch 1744 | loss: 0.0312425 | val_loss: 0.0312445 | Time: 1332.67 ms [2021-11-24 03:20:24 main:574] : INFO : Epoch 1745 | loss: 0.0312424 | val_loss: 0.0312446 | Time: 1325.48 ms [2021-11-24 03:20:26 main:574] : INFO : Epoch 1746 | loss: 0.0312442 | val_loss: 0.0312457 | Time: 1319.97 ms [2021-11-24 03:20:27 main:574] : INFO : Epoch 1747 | loss: 0.0312434 | val_loss: 0.0312444 | Time: 1336.62 ms [2021-11-24 03:20:29 main:574] : INFO : Epoch 1748 | loss: 0.0312425 | val_loss: 0.0312449 | Time: 1337.09 ms [2021-11-24 03:20:30 main:574] : INFO : Epoch 1749 | loss: 0.0312428 | val_loss: 0.0312453 | Time: 1344.88 ms [2021-11-24 03:20:31 main:574] : INFO : Epoch 1750 | loss: 0.0312428 | val_loss: 0.031247 | Time: 1344.87 ms [2021-11-24 03:20:33 main:574] : INFO : Epoch 1751 | loss: 0.0312444 | val_loss: 0.0312486 | Time: 1350.38 ms [2021-11-24 03:20:34 main:574] : INFO : Epoch 1752 | loss: 0.0312437 | val_loss: 0.0312452 | Time: 1338.51 ms [2021-11-24 03:20:36 main:574] : INFO : Epoch 1753 | loss: 0.0312429 | val_loss: 0.0312448 | Time: 1336.78 ms [2021-11-24 03:20:37 main:574] : INFO : Epoch 1754 | loss: 0.0312429 | val_loss: 0.0312462 | Time: 1308.17 ms [2021-11-24 03:20:39 main:574] : INFO : Epoch 1755 | loss: 0.031243 | val_loss: 0.0312443 | Time: 1331.57 ms [2021-11-24 03:20:40 main:574] : INFO : Epoch 1756 | loss: 0.031243 | val_loss: 0.0312445 | Time: 1362.71 ms [2021-11-24 03:20:41 main:574] : INFO : Epoch 1757 | loss: 0.0312423 | val_loss: 0.0312458 | Time: 1318.46 ms [2021-11-24 03:20:43 main:574] : INFO : Epoch 1758 | loss: 0.0312424 | val_loss: 0.0312444 | Time: 1364.76 ms [2021-11-24 03:20:44 main:574] : INFO : Epoch 1759 | loss: 0.0312427 | val_loss: 0.0312452 | Time: 1327.68 ms [2021-11-24 03:20:46 main:574] : INFO : Epoch 1760 | loss: 0.0312428 | val_loss: 0.0312443 | Time: 1374.98 ms [2021-11-24 03:20:47 main:574] : INFO : Epoch 1761 | loss: 0.0312426 | val_loss: 0.0312453 | Time: 1328.09 ms [2021-11-24 03:20:49 main:574] : INFO : Epoch 1762 | loss: 0.0312452 | val_loss: 0.0312448 | Time: 1302.13 ms [2021-11-24 03:20:50 main:574] : INFO : Epoch 1763 | loss: 0.0312429 | val_loss: 0.0312448 | Time: 1340.52 ms [2021-11-24 03:20:51 main:574] : INFO : Epoch 1764 | loss: 0.0312427 | val_loss: 0.0312453 | Time: 1321.47 ms [2021-11-24 03:20:53 main:574] : INFO : Epoch 1765 | loss: 0.0312434 | val_loss: 0.0312449 | Time: 1331.07 ms [2021-11-24 03:20:54 main:574] : INFO : Epoch 1766 | loss: 0.0312426 | val_loss: 0.0312443 | Time: 1364.48 ms [2021-11-24 03:20:56 main:574] : INFO : Epoch 1767 | loss: 0.0312432 | val_loss: 0.031245 | Time: 1350.11 ms [2021-11-24 03:20:57 main:574] : INFO : Epoch 1768 | loss: 0.0312436 | val_loss: 0.0312452 | Time: 1320.68 ms [2021-11-24 03:20:59 main:574] : INFO : Epoch 1769 | loss: 0.0312429 | val_loss: 0.0312451 | Time: 1350.94 ms [2021-11-24 03:21:00 main:574] : INFO : Epoch 1770 | loss: 0.0312436 | val_loss: 0.0312451 | Time: 1314.42 ms [2021-11-24 03:21:01 main:574] : INFO : Epoch 1771 | loss: 0.0312427 | val_loss: 0.0312445 | Time: 1356.99 ms [2021-11-24 03:21:03 main:574] : INFO : Epoch 1772 | loss: 0.0312426 | val_loss: 0.0312448 | Time: 1344.86 ms [2021-11-24 03:21:04 main:574] : INFO : Epoch 1773 | loss: 0.0312429 | val_loss: 0.0312451 | Time: 1359.9 ms [2021-11-24 03:21:06 main:574] : INFO : Epoch 1774 | loss: 0.0312438 | val_loss: 0.031246 | Time: 1330.14 ms [2021-11-24 03:21:07 main:574] : INFO : Epoch 1775 | loss: 0.0312437 | val_loss: 0.0312458 | Time: 1337.17 ms [2021-11-24 03:21:08 main:574] : INFO : Epoch 1776 | loss: 0.031244 | val_loss: 0.0312448 | Time: 1298.05 ms [2021-11-24 03:21:10 main:574] : INFO : Epoch 1777 | loss: 0.0312433 | val_loss: 0.0312443 | Time: 1311.93 ms [2021-11-24 03:21:11 main:574] : INFO : Epoch 1778 | loss: 0.0312425 | val_loss: 0.0312449 | Time: 1338.79 ms [2021-11-24 03:21:13 main:574] : INFO : Epoch 1779 | loss: 0.0312427 | val_loss: 0.0312446 | Time: 1353.81 ms [2021-11-24 03:21:14 main:574] : INFO : Epoch 1780 | loss: 0.0312424 | val_loss: 0.0312444 | Time: 1363.43 ms [2021-11-24 03:21:16 main:574] : INFO : Epoch 1781 | loss: 0.0312424 | val_loss: 0.0312447 | Time: 1382.36 ms [2021-11-24 03:21:17 main:574] : INFO : Epoch 1782 | loss: 0.0312423 | val_loss: 0.0312446 | Time: 1353.07 ms [2021-11-24 03:21:18 main:574] : INFO : Epoch 1783 | loss: 0.0312423 | val_loss: 0.0312441 | Time: 1345.31 ms [2021-11-24 03:21:20 main:574] : INFO : Epoch 1784 | loss: 0.031243 | val_loss: 0.0312475 | Time: 1321.28 ms [2021-11-24 03:21:21 main:574] : INFO : Epoch 1785 | loss: 0.0312436 | val_loss: 0.0312445 | Time: 1322.55 ms [2021-11-24 03:21:23 main:574] : INFO : Epoch 1786 | loss: 0.0312425 | val_loss: 0.0312444 | Time: 1361.15 ms [2021-11-24 03:21:24 main:574] : INFO : Epoch 1787 | loss: 0.0312427 | val_loss: 0.0312446 | Time: 1335.97 ms [2021-11-24 03:21:25 main:574] : INFO : Epoch 1788 | loss: 0.0312431 | val_loss: 0.0312456 | Time: 1315.2 ms [2021-11-24 03:21:27 main:574] : INFO : Epoch 1789 | loss: 0.0312429 | val_loss: 0.0312447 | Time: 1347.41 ms [2021-11-24 03:21:28 main:574] : INFO : Epoch 1790 | loss: 0.0312433 | val_loss: 0.0312446 | Time: 1329.15 ms [2021-11-24 03:21:30 main:574] : INFO : Epoch 1791 | loss: 0.0312428 | val_loss: 0.0312445 | Time: 1292.22 ms [2021-11-24 03:21:31 main:574] : INFO : Epoch 1792 | loss: 0.0312426 | val_loss: 0.0312451 | Time: 1337.66 ms [2021-11-24 03:21:32 main:574] : INFO : Epoch 1793 | loss: 0.0312429 | val_loss: 0.0312461 | Time: 1340.69 ms [2021-11-24 03:21:34 main:574] : INFO : Epoch 1794 | loss: 0.0312443 | val_loss: 0.0312457 | Time: 1330.66 ms [2021-11-24 03:21:35 main:574] : INFO : Epoch 1795 | loss: 0.0312438 | val_loss: 0.0312459 | Time: 1331.28 ms [2021-11-24 03:21:37 main:574] : INFO : Epoch 1796 | loss: 0.0312427 | val_loss: 0.0312446 | Time: 1340.11 ms [2021-11-24 03:21:38 main:574] : INFO : Epoch 1797 | loss: 0.0312429 | val_loss: 0.0312446 | Time: 1332.55 ms [2021-11-24 03:21:40 main:574] : INFO : Epoch 1798 | loss: 0.0312426 | val_loss: 0.0312443 | Time: 1291.04 ms [2021-11-24 03:21:41 main:574] : INFO : Epoch 1799 | loss: 0.0312425 | val_loss: 0.0312442 | Time: 1309.18 ms [2021-11-24 03:21:42 main:574] : INFO : Epoch 1800 | loss: 0.0312427 | val_loss: 0.0312444 | Time: 1327.97 ms [2021-11-24 03:21:44 main:574] : INFO : Epoch 1801 | loss: 0.0312429 | val_loss: 0.0312451 | Time: 1342.83 ms [2021-11-24 03:21:45 main:574] : INFO : Epoch 1802 | loss: 0.0312426 | val_loss: 0.0312442 | Time: 1367.31 ms [2021-11-24 03:21:47 main:574] : INFO : Epoch 1803 | loss: 0.031243 | val_loss: 0.0312469 | Time: 1427.87 ms [2021-11-24 03:21:48 main:574] : INFO : Epoch 1804 | loss: 0.0312436 | val_loss: 0.0312451 | Time: 1403.12 ms [2021-11-24 03:21:50 main:574] : INFO : Epoch 1805 | loss: 0.0312435 | val_loss: 0.0312451 | Time: 1331.06 ms [2021-11-24 03:21:51 main:574] : INFO : Epoch 1806 | loss: 0.0312445 | val_loss: 0.0312455 | Time: 1307.01 ms [2021-11-24 03:21:52 main:574] : INFO : Epoch 1807 | loss: 0.0312436 | val_loss: 0.0312466 | Time: 1384.91 ms [2021-11-24 03:21:54 main:574] : INFO : Epoch 1808 | loss: 0.0312433 | val_loss: 0.0312448 | Time: 1322.86 ms [2021-11-24 03:21:55 main:574] : INFO : Epoch 1809 | loss: 0.0312425 | val_loss: 0.031246 | Time: 1325.32 ms [2021-11-24 03:21:57 main:574] : INFO : Epoch 1810 | loss: 0.0312446 | val_loss: 0.0312457 | Time: 1352.06 ms [2021-11-24 03:21:58 main:574] : INFO : Epoch 1811 | loss: 0.0312435 | val_loss: 0.0312461 | Time: 1336.35 ms [2021-11-24 03:22:00 main:574] : INFO : Epoch 1812 | loss: 0.0312434 | val_loss: 0.0312454 | Time: 1352.37 ms [2021-11-24 03:22:01 main:574] : INFO : Epoch 1813 | loss: 0.0312427 | val_loss: 0.0312443 | Time: 1333.22 ms [2021-11-24 03:22:02 main:574] : INFO : Epoch 1814 | loss: 0.0312427 | val_loss: 0.0312446 | Time: 1287.19 ms [2021-11-24 03:22:04 main:574] : INFO : Epoch 1815 | loss: 0.0312432 | val_loss: 0.0312451 | Time: 1326.43 ms [2021-11-24 03:22:05 main:574] : INFO : Epoch 1816 | loss: 0.0312435 | val_loss: 0.0312456 | Time: 1365.17 ms [2021-11-24 03:22:07 main:574] : INFO : Epoch 1817 | loss: 0.0312428 | val_loss: 0.0312444 | Time: 1343.45 ms [2021-11-24 03:22:08 main:574] : INFO : Epoch 1818 | loss: 0.0312425 | val_loss: 0.0312449 | Time: 1335.31 ms [2021-11-24 03:22:10 main:574] : INFO : Epoch 1819 | loss: 0.0312426 | val_loss: 0.0312444 | Time: 1337.01 ms [2021-11-24 03:22:11 main:574] : INFO : Epoch 1820 | loss: 0.0312436 | val_loss: 0.031245 | Time: 1362.81 ms [2021-11-24 03:22:12 main:574] : INFO : Epoch 1821 | loss: 0.0312436 | val_loss: 0.0312474 | Time: 1316.11 ms [2021-11-24 03:22:14 main:574] : INFO : Epoch 1822 | loss: 0.0312445 | val_loss: 0.0312461 | Time: 1339.77 ms [2021-11-24 03:22:15 main:574] : INFO : Epoch 1823 | loss: 0.0312433 | val_loss: 0.031245 | Time: 1320.37 ms [2021-11-24 03:22:17 main:574] : INFO : Epoch 1824 | loss: 0.0312427 | val_loss: 0.0312449 | Time: 1343.9 ms [2021-11-24 03:22:18 main:574] : INFO : Epoch 1825 | loss: 0.0312428 | val_loss: 0.0312445 | Time: 1358.94 ms [2021-11-24 03:22:19 main:574] : INFO : Epoch 1826 | loss: 0.0312428 | val_loss: 0.0312442 | Time: 1318.01 ms [2021-11-24 03:22:21 main:574] : INFO : Epoch 1827 | loss: 0.0312425 | val_loss: 0.0312452 | Time: 1336.03 ms [2021-11-24 03:22:22 main:574] : INFO : Epoch 1828 | loss: 0.0312431 | val_loss: 0.031244 | Time: 1348.1 ms [2021-11-24 03:22:24 main:574] : INFO : Epoch 1829 | loss: 0.0312424 | val_loss: 0.0312446 | Time: 1323.56 ms [2021-11-24 03:22:25 main:574] : INFO : Epoch 1830 | loss: 0.0312432 | val_loss: 0.0312444 | Time: 1338.88 ms [2021-11-24 03:22:27 main:574] : INFO : Epoch 1831 | loss: 0.031243 | val_loss: 0.0312446 | Time: 1336.2 ms [2021-11-24 03:22:28 main:574] : INFO : Epoch 1832 | loss: 0.0312433 | val_loss: 0.0312441 | Time: 1337.86 ms [2021-11-24 03:22:29 main:574] : INFO : Epoch 1833 | loss: 0.0312431 | val_loss: 0.0312446 | Time: 1329.08 ms [2021-11-24 03:22:31 main:574] : INFO : Epoch 1834 | loss: 0.0312427 | val_loss: 0.0312442 | Time: 1356.66 ms [2021-11-24 03:22:32 main:574] : INFO : Epoch 1835 | loss: 0.0312429 | val_loss: 0.0312443 | Time: 1320.18 ms [2021-11-24 03:22:34 main:574] : INFO : Epoch 1836 | loss: 0.031243 | val_loss: 0.0312442 | Time: 1337.43 ms [2021-11-24 03:22:35 main:574] : INFO : Epoch 1837 | loss: 0.0312432 | val_loss: 0.0312446 | Time: 1338.51 ms [2021-11-24 03:22:36 main:574] : INFO : Epoch 1838 | loss: 0.0312426 | val_loss: 0.0312446 | Time: 1324.66 ms [2021-11-24 03:22:38 main:574] : INFO : Epoch 1839 | loss: 0.0312425 | val_loss: 0.0312448 | Time: 1340.97 ms [2021-11-24 03:22:39 main:574] : INFO : Epoch 1840 | loss: 0.0312428 | val_loss: 0.031245 | Time: 1329.12 ms [2021-11-24 03:22:41 main:574] : INFO : Epoch 1841 | loss: 0.0312428 | val_loss: 0.0312443 | Time: 1347.76 ms [2021-11-24 03:22:42 main:574] : INFO : Epoch 1842 | loss: 0.0312426 | val_loss: 0.0312455 | Time: 1336.46 ms [2021-11-24 03:22:44 main:574] : INFO : Epoch 1843 | loss: 0.0312426 | val_loss: 0.031246 | Time: 1346.51 ms [2021-11-24 03:22:45 main:574] : INFO : Epoch 1844 | loss: 0.0312438 | val_loss: 0.0312456 | Time: 1312.08 ms [2021-11-24 03:22:46 main:574] : INFO : Epoch 1845 | loss: 0.031244 | val_loss: 0.0312454 | Time: 1335.98 ms [2021-11-24 03:22:48 main:574] : INFO : Epoch 1846 | loss: 0.0312425 | val_loss: 0.0312446 | Time: 1380.03 ms [2021-11-24 03:22:49 main:574] : INFO : Epoch 1847 | loss: 0.0312432 | val_loss: 0.0312445 | Time: 1351.88 ms [2021-11-24 03:22:51 main:574] : INFO : Epoch 1848 | loss: 0.0312429 | val_loss: 0.0312446 | Time: 1349.73 ms [2021-11-24 03:22:52 main:574] : INFO : Epoch 1849 | loss: 0.0312431 | val_loss: 0.0312466 | Time: 1340.63 ms [2021-11-24 03:22:54 main:574] : INFO : Epoch 1850 | loss: 0.0312433 | val_loss: 0.0312455 | Time: 1344.55 ms [2021-11-24 03:22:55 main:574] : INFO : Epoch 1851 | loss: 0.0312435 | val_loss: 0.0312454 | Time: 1337.27 ms [2021-11-24 03:22:56 main:574] : INFO : Epoch 1852 | loss: 0.0312426 | val_loss: 0.0312446 | Time: 1344.26 ms [2021-11-24 03:22:58 main:574] : INFO : Epoch 1853 | loss: 0.0312427 | val_loss: 0.0312441 | Time: 1321.77 ms [2021-11-24 03:22:59 main:574] : INFO : Epoch 1854 | loss: 0.0312427 | val_loss: 0.031245 | Time: 1297.97 ms [2021-11-24 03:23:01 main:574] : INFO : Epoch 1855 | loss: 0.0312429 | val_loss: 0.0312457 | Time: 1329.41 ms [2021-11-24 03:23:02 main:574] : INFO : Epoch 1856 | loss: 0.0312426 | val_loss: 0.0312449 | Time: 1363.9 ms [2021-11-24 03:23:04 main:574] : INFO : Epoch 1857 | loss: 0.0312438 | val_loss: 0.0312451 | Time: 1343.82 ms [2021-11-24 03:23:05 main:574] : INFO : Epoch 1858 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 1308.32 ms [2021-11-24 03:23:06 main:574] : INFO : Epoch 1859 | loss: 0.0312436 | val_loss: 0.031246 | Time: 1314.21 ms [2021-11-24 03:23:08 main:574] : INFO : Epoch 1860 | loss: 0.0312441 | val_loss: 0.0312464 | Time: 1313.98 ms [2021-11-24 03:23:09 main:574] : INFO : Epoch 1861 | loss: 0.0312437 | val_loss: 0.0312452 | Time: 1338.76 ms [2021-11-24 03:23:11 main:574] : INFO : Epoch 1862 | loss: 0.031243 | val_loss: 0.031246 | Time: 1320.9 ms [2021-11-24 03:23:12 main:574] : INFO : Epoch 1863 | loss: 0.0312427 | val_loss: 0.0312443 | Time: 1356.89 ms [2021-11-24 03:23:14 main:574] : INFO : Epoch 1864 | loss: 0.0312434 | val_loss: 0.0312451 | Time: 1329.75 ms [2021-11-24 03:23:15 main:574] : INFO : Epoch 1865 | loss: 0.031243 | val_loss: 0.0312446 | Time: 1331.59 ms [2021-11-24 03:23:16 main:574] : INFO : Epoch 1866 | loss: 0.0312434 | val_loss: 0.0312466 | Time: 1352.19 ms [2021-11-24 03:23:18 main:574] : INFO : Epoch 1867 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 1345.5 ms [2021-11-24 03:23:19 main:574] : INFO : Epoch 1868 | loss: 0.0312432 | val_loss: 0.0312453 | Time: 1304.6 ms [2021-11-24 03:23:21 main:574] : INFO : Epoch 1869 | loss: 0.0312431 | val_loss: 0.031245 | Time: 1307.51 ms [2021-11-24 03:23:22 main:574] : INFO : Epoch 1870 | loss: 0.031244 | val_loss: 0.0312463 | Time: 1325.65 ms [2021-11-24 03:23:24 main:574] : INFO : Epoch 1871 | loss: 0.031244 | val_loss: 0.0312452 | Time: 1327.2 ms [2021-11-24 03:23:25 main:574] : INFO : Epoch 1872 | loss: 0.031243 | val_loss: 0.0312467 | Time: 1329.32 ms [2021-11-24 03:23:26 main:574] : INFO : Epoch 1873 | loss: 0.0312429 | val_loss: 0.0312448 | Time: 1352.42 ms [2021-11-24 03:23:28 main:574] : INFO : Epoch 1874 | loss: 0.0312427 | val_loss: 0.0312443 | Time: 1320.77 ms [2021-11-24 03:23:29 main:574] : INFO : Epoch 1875 | loss: 0.0312429 | val_loss: 0.0312442 | Time: 1311.27 ms [2021-11-24 03:23:30 main:574] : INFO : Epoch 1876 | loss: 0.0312426 | val_loss: 0.0312442 | Time: 1310.81 ms [2021-11-24 03:23:32 main:574] : INFO : Epoch 1877 | loss: 0.0312431 | val_loss: 0.031245 | Time: 1338.68 ms [2021-11-24 03:23:33 main:574] : INFO : Epoch 1878 | loss: 0.0312426 | val_loss: 0.0312449 | Time: 1360.14 ms [2021-11-24 03:23:35 main:574] : INFO : Epoch 1879 | loss: 0.0312425 | val_loss: 0.0312445 | Time: 1348.27 ms [2021-11-24 03:23:36 main:574] : INFO : Epoch 1880 | loss: 0.0312432 | val_loss: 0.0312447 | Time: 1348.84 ms [2021-11-24 03:23:38 main:574] : INFO : Epoch 1881 | loss: 0.0312436 | val_loss: 0.0312456 | Time: 1327.22 ms [2021-11-24 03:23:39 main:574] : INFO : Epoch 1882 | loss: 0.0312434 | val_loss: 0.0312466 | Time: 1336.42 ms [2021-11-24 03:23:40 main:574] : INFO : Epoch 1883 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 1336.68 ms [2021-11-24 03:23:42 main:574] : INFO : Epoch 1884 | loss: 0.0312427 | val_loss: 0.031245 | Time: 1314.82 ms [2021-11-24 03:23:43 main:574] : INFO : Epoch 1885 | loss: 0.0312427 | val_loss: 0.0312452 | Time: 1339.89 ms [2021-11-24 03:23:45 main:574] : INFO : Epoch 1886 | loss: 0.0312431 | val_loss: 0.031244 | Time: 1331.56 ms [2021-11-24 03:23:46 main:574] : INFO : Epoch 1887 | loss: 0.0312437 | val_loss: 0.0312449 | Time: 1343.04 ms [2021-11-24 03:23:47 main:574] : INFO : Epoch 1888 | loss: 0.0312435 | val_loss: 0.0312455 | Time: 1359.04 ms [2021-11-24 03:23:49 main:574] : INFO : Epoch 1889 | loss: 0.0312429 | val_loss: 0.0312446 | Time: 1361.5 ms [2021-11-24 03:23:50 main:574] : INFO : Epoch 1890 | loss: 0.0312435 | val_loss: 0.0312465 | Time: 1363.58 ms [2021-11-24 03:23:52 main:574] : INFO : Epoch 1891 | loss: 0.0312437 | val_loss: 0.0312443 | Time: 1333.38 ms [2021-11-24 03:23:53 main:574] : INFO : Epoch 1892 | loss: 0.0312424 | val_loss: 0.0312444 | Time: 1347.17 ms [2021-11-24 03:23:55 main:574] : INFO : Epoch 1893 | loss: 0.0312425 | val_loss: 0.0312456 | Time: 1325.21 ms [2021-11-24 03:23:56 main:574] : INFO : Epoch 1894 | loss: 0.0312439 | val_loss: 0.0312442 | Time: 1333.26 ms [2021-11-24 03:23:57 main:574] : INFO : Epoch 1895 | loss: 0.0312438 | val_loss: 0.031247 | Time: 1317.51 ms [2021-11-24 03:23:59 main:574] : INFO : Epoch 1896 | loss: 0.0312434 | val_loss: 0.0312448 | Time: 1353.8 ms [2021-11-24 03:24:00 main:574] : INFO : Epoch 1897 | loss: 0.0312429 | val_loss: 0.0312455 | Time: 1344.13 ms [2021-11-24 03:24:02 main:574] : INFO : Epoch 1898 | loss: 0.0312434 | val_loss: 0.0312454 | Time: 1330.43 ms [2021-11-24 03:24:03 main:574] : INFO : Epoch 1899 | loss: 0.0312428 | val_loss: 0.0312446 | Time: 1308.99 ms [2021-11-24 03:24:04 main:574] : INFO : Epoch 1900 | loss: 0.0312427 | val_loss: 0.0312451 | Time: 1356.77 ms [2021-11-24 03:24:06 main:574] : INFO : Epoch 1901 | loss: 0.0312439 | val_loss: 0.0312462 | Time: 1337.85 ms [2021-11-24 03:24:07 main:574] : INFO : Epoch 1902 | loss: 0.031243 | val_loss: 0.0312458 | Time: 1334.06 ms [2021-11-24 03:24:09 main:574] : INFO : Epoch 1903 | loss: 0.0312433 | val_loss: 0.0312477 | Time: 1360.14 ms [2021-11-24 03:24:10 main:574] : INFO : Epoch 1904 | loss: 0.0312438 | val_loss: 0.0312445 | Time: 1332.21 ms [2021-11-24 03:24:12 main:574] : INFO : Epoch 1905 | loss: 0.0312432 | val_loss: 0.0312447 | Time: 1325.98 ms [2021-11-24 03:24:13 main:574] : INFO : Epoch 1906 | loss: 0.0312443 | val_loss: 0.0312448 | Time: 1309.28 ms [2021-11-24 03:24:14 main:574] : INFO : Epoch 1907 | loss: 0.0312424 | val_loss: 0.0312446 | Time: 1326.78 ms [2021-11-24 03:24:16 main:574] : INFO : Epoch 1908 | loss: 0.0312432 | val_loss: 0.031244 | Time: 1366.32 ms [2021-11-24 03:24:17 main:574] : INFO : Epoch 1909 | loss: 0.0312426 | val_loss: 0.0312446 | Time: 1358.72 ms [2021-11-24 03:24:19 main:574] : INFO : Epoch 1910 | loss: 0.0312426 | val_loss: 0.031245 | Time: 1343.19 ms [2021-11-24 03:24:20 main:574] : INFO : Epoch 1911 | loss: 0.0312428 | val_loss: 0.0312445 | Time: 1336.91 ms [2021-11-24 03:24:21 main:574] : INFO : Epoch 1912 | loss: 0.0312435 | val_loss: 0.0312443 | Time: 1324.46 ms [2021-11-24 03:24:23 main:574] : INFO : Epoch 1913 | loss: 0.0312426 | val_loss: 0.031246 | Time: 1327.33 ms [2021-11-24 03:24:24 main:574] : INFO : Epoch 1914 | loss: 0.0312431 | val_loss: 0.0312445 | Time: 1324.99 ms [2021-11-24 03:24:26 main:574] : INFO : Epoch 1915 | loss: 0.0312429 | val_loss: 0.0312446 | Time: 1363.07 ms [2021-11-24 03:24:27 main:574] : INFO : Epoch 1916 | loss: 0.0312428 | val_loss: 0.0312445 | Time: 1347.16 ms [2021-11-24 03:24:29 main:574] : INFO : Epoch 1917 | loss: 0.0312432 | val_loss: 0.0312472 | Time: 1348.1 ms [2021-11-24 03:24:30 main:574] : INFO : Epoch 1918 | loss: 0.0312433 | val_loss: 0.0312453 | Time: 1340.65 ms [2021-11-24 03:24:31 main:574] : INFO : Epoch 1919 | loss: 0.0312438 | val_loss: 0.031245 | Time: 1342.75 ms [2021-11-24 03:24:33 main:574] : INFO : Epoch 1920 | loss: 0.0312427 | val_loss: 0.031245 | Time: 1343.24 ms [2021-11-24 03:24:34 main:574] : INFO : Epoch 1921 | loss: 0.0312435 | val_loss: 0.031244 | Time: 1328.26 ms [2021-11-24 03:24:36 main:574] : INFO : Epoch 1922 | loss: 0.0312429 | val_loss: 0.0312453 | Time: 1337.13 ms [2021-11-24 03:24:37 main:574] : INFO : Epoch 1923 | loss: 0.0312426 | val_loss: 0.0312441 | Time: 1356.54 ms [2021-11-24 03:24:39 main:574] : INFO : Epoch 1924 | loss: 0.0312432 | val_loss: 0.0312451 | Time: 1362.97 ms [2021-11-24 03:24:40 main:574] : INFO : Epoch 1925 | loss: 0.0312431 | val_loss: 0.0312448 | Time: 1367.43 ms [2021-11-24 03:24:41 main:574] : INFO : Epoch 1926 | loss: 0.0312427 | val_loss: 0.0312443 | Time: 1338.27 ms [2021-11-24 03:24:43 main:574] : INFO : Epoch 1927 | loss: 0.0312426 | val_loss: 0.0312453 | Time: 1340.82 ms [2021-11-24 03:24:44 main:574] : INFO : Epoch 1928 | loss: 0.0312429 | val_loss: 0.0312459 | Time: 1310.77 ms [2021-11-24 03:24:46 main:574] : INFO : Epoch 1929 | loss: 0.0312438 | val_loss: 0.0312447 | Time: 1331.41 ms [2021-11-24 03:24:47 main:574] : INFO : Epoch 1930 | loss: 0.0312428 | val_loss: 0.0312437 | Time: 1357.5 ms [2021-11-24 03:24:48 main:574] : INFO : Epoch 1931 | loss: 0.0312433 | val_loss: 0.0312493 | Time: 1340.06 ms [2021-11-24 03:24:50 main:574] : INFO : Epoch 1932 | loss: 0.0312443 | val_loss: 0.0312461 | Time: 1343.65 ms [2021-11-24 03:24:51 main:574] : INFO : Epoch 1933 | loss: 0.0312436 | val_loss: 0.0312455 | Time: 1322.67 ms [2021-11-24 03:24:53 main:574] : INFO : Epoch 1934 | loss: 0.031243 | val_loss: 0.031245 | Time: 1347.89 ms [2021-11-24 03:24:54 main:574] : INFO : Epoch 1935 | loss: 0.0312433 | val_loss: 0.0312462 | Time: 1312.47 ms [2021-11-24 03:24:55 main:574] : INFO : Epoch 1936 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 1304.69 ms [2021-11-24 03:24:57 main:574] : INFO : Epoch 1937 | loss: 0.0312433 | val_loss: 0.0312444 | Time: 1343.87 ms [2021-11-24 03:24:58 main:574] : INFO : Epoch 1938 | loss: 0.031243 | val_loss: 0.0312459 | Time: 1342.1 ms [2021-11-24 03:25:00 main:574] : INFO : Epoch 1939 | loss: 0.0312432 | val_loss: 0.0312443 | Time: 1345.74 ms [2021-11-24 03:25:01 main:574] : INFO : Epoch 1940 | loss: 0.0312431 | val_loss: 0.0312449 | Time: 1367.3 ms [2021-11-24 03:25:03 main:574] : INFO : Epoch 1941 | loss: 0.0312425 | val_loss: 0.0312442 | Time: 1365.01 ms [2021-11-24 03:25:04 main:574] : INFO : Epoch 1942 | loss: 0.0312426 | val_loss: 0.0312442 | Time: 1332.28 ms [2021-11-24 03:25:05 main:574] : INFO : Epoch 1943 | loss: 0.0312431 | val_loss: 0.0312442 | Time: 1319.16 ms [2021-11-24 03:25:07 main:574] : INFO : Epoch 1944 | loss: 0.0312433 | val_loss: 0.0312445 | Time: 1324.85 ms [2021-11-24 03:25:08 main:574] : INFO : Epoch 1945 | loss: 0.0312428 | val_loss: 0.0312464 | Time: 1337.75 ms [2021-11-24 03:25:10 main:574] : INFO : Epoch 1946 | loss: 0.0312429 | val_loss: 0.0312442 | Time: 1450.43 ms [2021-11-24 03:25:11 main:574] : INFO : Epoch 1947 | loss: 0.0312428 | val_loss: 0.0312446 | Time: 1335.6 ms [2021-11-24 03:25:13 main:574] : INFO : Epoch 1948 | loss: 0.0312425 | val_loss: 0.0312442 | Time: 1338.86 ms [2021-11-24 03:25:14 main:574] : INFO : Epoch 1949 | loss: 0.0312428 | val_loss: 0.0312443 | Time: 1361.94 ms [2021-11-24 03:25:16 main:574] : INFO : Epoch 1950 | loss: 0.031243 | val_loss: 0.0312452 | Time: 1356.61 ms [2021-11-24 03:25:17 main:574] : INFO : Epoch 1951 | loss: 0.0312432 | val_loss: 0.0312443 | Time: 1303.43 ms [2021-11-24 03:25:18 main:574] : INFO : Epoch 1952 | loss: 0.0312426 | val_loss: 0.0312457 | Time: 1322.53 ms [2021-11-24 03:25:20 main:574] : INFO : Epoch 1953 | loss: 0.0312432 | val_loss: 0.0312454 | Time: 1336.33 ms [2021-11-24 03:25:21 main:574] : INFO : Epoch 1954 | loss: 0.0312426 | val_loss: 0.0312446 | Time: 1339.73 ms [2021-11-24 03:25:23 main:574] : INFO : Epoch 1955 | loss: 0.0312426 | val_loss: 0.031245 | Time: 1324.39 ms [2021-11-24 03:25:24 main:574] : INFO : Epoch 1956 | loss: 0.0312426 | val_loss: 0.0312439 | Time: 1335.51 ms [2021-11-24 03:25:26 main:574] : INFO : Epoch 1957 | loss: 0.0312429 | val_loss: 0.0312445 | Time: 1329.2 ms [2021-11-24 03:25:27 main:574] : INFO : Epoch 1958 | loss: 0.031243 | val_loss: 0.0312448 | Time: 1327.93 ms [2021-11-24 03:25:29 main:574] : INFO : Epoch 1959 | loss: 0.0312441 | val_loss: 0.0312457 | Time: 1328.36 ms [2021-11-24 03:25:30 main:574] : INFO : Epoch 1960 | loss: 0.0312433 | val_loss: 0.0312456 | Time: 1339.52 ms [2021-11-24 03:25:31 main:574] : INFO : Epoch 1961 | loss: 0.031243 | val_loss: 0.0312447 | Time: 1333.4 ms [2021-11-24 03:25:33 main:574] : INFO : Epoch 1962 | loss: 0.0312427 | val_loss: 0.0312445 | Time: 1331.17 ms [2021-11-24 03:25:34 main:574] : INFO : Epoch 1963 | loss: 0.0312431 | val_loss: 0.031249 | Time: 1332.72 ms [2021-11-24 03:25:36 main:574] : INFO : Epoch 1964 | loss: 0.0312441 | val_loss: 0.0312446 | Time: 1369.08 ms [2021-11-24 03:25:37 main:574] : INFO : Epoch 1965 | loss: 0.0312433 | val_loss: 0.0312463 | Time: 1325.15 ms [2021-11-24 03:25:38 main:574] : INFO : Epoch 1966 | loss: 0.0312434 | val_loss: 0.0312443 | Time: 1321.74 ms [2021-11-24 03:25:40 main:574] : INFO : Epoch 1967 | loss: 0.0312426 | val_loss: 0.0312447 | Time: 1315.01 ms [2021-11-24 03:25:41 main:574] : INFO : Epoch 1968 | loss: 0.0312437 | val_loss: 0.0312448 | Time: 1321.13 ms [2021-11-24 03:25:43 main:574] : INFO : Epoch 1969 | loss: 0.0312425 | val_loss: 0.0312447 | Time: 1312.48 ms [2021-11-24 03:25:44 main:574] : INFO : Epoch 1970 | loss: 0.0312425 | val_loss: 0.0312462 | Time: 1351.69 ms [2021-11-24 03:25:45 main:574] : INFO : Epoch 1971 | loss: 0.0312447 | val_loss: 0.0312531 | Time: 1339.7 ms [2021-11-24 03:25:47 main:574] : INFO : Epoch 1972 | loss: 0.0312477 | val_loss: 0.0312539 | Time: 1360.16 ms [2021-11-24 03:25:48 main:574] : INFO : Epoch 1973 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 1330.99 ms [2021-11-24 03:25:50 main:574] : INFO : Epoch 1974 | loss: 0.0312435 | val_loss: 0.0312449 | Time: 1316.92 ms [2021-11-24 03:25:51 main:574] : INFO : Epoch 1975 | loss: 0.0312429 | val_loss: 0.0312446 | Time: 1335.96 ms [2021-11-24 03:25:52 main:574] : INFO : Epoch 1976 | loss: 0.0312432 | val_loss: 0.0312481 | Time: 1317.06 ms [2021-11-24 03:25:54 main:574] : INFO : Epoch 1977 | loss: 0.0312446 | val_loss: 0.0312444 | Time: 1332.92 ms [2021-11-24 03:25:55 main:574] : INFO : Epoch 1978 | loss: 0.0312425 | val_loss: 0.0312438 | Time: 1331.09 ms [2021-11-24 03:25:57 main:574] : INFO : Epoch 1979 | loss: 0.0312429 | val_loss: 0.0312447 | Time: 1364.98 ms [2021-11-24 03:25:58 main:574] : INFO : Epoch 1980 | loss: 0.0312427 | val_loss: 0.0312439 | Time: 1370.69 ms [2021-11-24 03:26:00 main:574] : INFO : Epoch 1981 | loss: 0.0312423 | val_loss: 0.0312443 | Time: 1346.4 ms [2021-11-24 03:26:01 main:574] : INFO : Epoch 1982 | loss: 0.0312424 | val_loss: 0.0312447 | Time: 1313.74 ms [2021-11-24 03:26:02 main:574] : INFO : Epoch 1983 | loss: 0.0312429 | val_loss: 0.031245 | Time: 1309.97 ms [2021-11-24 03:26:04 main:574] : INFO : Epoch 1984 | loss: 0.0312428 | val_loss: 0.0312438 | Time: 1320.3 ms [2021-11-24 03:26:05 main:574] : INFO : Epoch 1985 | loss: 0.031243 | val_loss: 0.0312442 | Time: 1339.87 ms [2021-11-24 03:26:07 main:574] : INFO : Epoch 1986 | loss: 0.0312426 | val_loss: 0.0312457 | Time: 1339.97 ms [2021-11-24 03:26:08 main:574] : INFO : Epoch 1987 | loss: 0.0312435 | val_loss: 0.0312446 | Time: 1361.43 ms [2021-11-24 03:26:10 main:574] : INFO : Epoch 1988 | loss: 0.0312428 | val_loss: 0.0312454 | Time: 1366.58 ms [2021-11-24 03:26:11 main:574] : INFO : Epoch 1989 | loss: 0.0312436 | val_loss: 0.0312439 | Time: 1324.87 ms [2021-11-24 03:26:12 main:574] : INFO : Epoch 1990 | loss: 0.031243 | val_loss: 0.0312449 | Time: 1287.42 ms [2021-11-24 03:26:14 main:574] : INFO : Epoch 1991 | loss: 0.0312431 | val_loss: 0.0312451 | Time: 1317.04 ms [2021-11-24 03:26:15 main:574] : INFO : Epoch 1992 | loss: 0.0312429 | val_loss: 0.0312439 | Time: 1355.52 ms [2021-11-24 03:26:17 main:574] : INFO : Epoch 1993 | loss: 0.0312441 | val_loss: 0.0312445 | Time: 1357.76 ms [2021-11-24 03:26:18 main:574] : INFO : Epoch 1994 | loss: 0.0312426 | val_loss: 0.0312463 | Time: 1373.75 ms [2021-11-24 03:26:20 main:574] : INFO : Epoch 1995 | loss: 0.0312436 | val_loss: 0.0312446 | Time: 1360.76 ms [2021-11-24 03:26:21 main:574] : INFO : Epoch 1996 | loss: 0.0312433 | val_loss: 0.0312449 | Time: 1316.79 ms [2021-11-24 03:26:22 main:574] : INFO : Epoch 1997 | loss: 0.0312427 | val_loss: 0.0312445 | Time: 1358.29 ms [2021-11-24 03:26:24 main:574] : INFO : Epoch 1998 | loss: 0.0312427 | val_loss: 0.031244 | Time: 1303.82 ms [2021-11-24 03:26:25 main:574] : INFO : Epoch 1999 | loss: 0.0312432 | val_loss: 0.0312451 | Time: 1356.39 ms [2021-11-24 03:26:27 main:574] : INFO : Epoch 2000 | loss: 0.0312427 | val_loss: 0.0312479 | Time: 1356.01 ms [2021-11-24 03:26:28 main:574] : INFO : Epoch 2001 | loss: 0.0312437 | val_loss: 0.0312444 | Time: 1326.95 ms [2021-11-24 03:26:30 main:574] : INFO : Epoch 2002 | loss: 0.0312432 | val_loss: 0.0312443 | Time: 1345.94 ms [2021-11-24 03:26:31 main:574] : INFO : Epoch 2003 | loss: 0.0312426 | val_loss: 0.0312453 | Time: 1351.26 ms [2021-11-24 03:26:32 main:574] : INFO : Epoch 2004 | loss: 0.0312434 | val_loss: 0.031244 | Time: 1360.35 ms [2021-11-24 03:26:34 main:574] : INFO : Epoch 2005 | loss: 0.0312428 | val_loss: 0.0312449 | Time: 1309.34 ms [2021-11-24 03:26:35 main:574] : INFO : Epoch 2006 | loss: 0.0312423 | val_loss: 0.0312442 | Time: 1308.02 ms [2021-11-24 03:26:37 main:574] : INFO : Epoch 2007 | loss: 0.0312426 | val_loss: 0.0312447 | Time: 1338.99 ms [2021-11-24 03:26:38 main:574] : INFO : Epoch 2008 | loss: 0.0312426 | val_loss: 0.0312459 | Time: 1351.69 ms [2021-11-24 03:26:39 main:574] : INFO : Epoch 2009 | loss: 0.0312431 | val_loss: 0.0312451 | Time: 1325.33 ms [2021-11-24 03:26:41 main:574] : INFO : Epoch 2010 | loss: 0.0312439 | val_loss: 0.031245 | Time: 1343.47 ms [2021-11-24 03:26:42 main:574] : INFO : Epoch 2011 | loss: 0.031243 | val_loss: 0.0312443 | Time: 1337.05 ms [2021-11-24 03:26:44 main:574] : INFO : Epoch 2012 | loss: 0.0312431 | val_loss: 0.0312441 | Time: 1357.97 ms [2021-11-24 03:26:45 main:574] : INFO : Epoch 2013 | loss: 0.0312436 | val_loss: 0.0312444 | Time: 1313.89 ms [2021-11-24 03:26:47 main:574] : INFO : Epoch 2014 | loss: 0.031243 | val_loss: 0.0312444 | Time: 1316.93 ms [2021-11-24 03:26:48 main:574] : INFO : Epoch 2015 | loss: 0.0312437 | val_loss: 0.0312452 | Time: 1332.68 ms [2021-11-24 03:26:49 main:574] : INFO : Epoch 2016 | loss: 0.0312428 | val_loss: 0.0312451 | Time: 1370.32 ms [2021-11-24 03:26:51 main:574] : INFO : Epoch 2017 | loss: 0.0312425 | val_loss: 0.0312441 | Time: 1329.83 ms [2021-11-24 03:26:52 main:574] : INFO : Epoch 2018 | loss: 0.0312438 | val_loss: 0.0312449 | Time: 1336.93 ms [2021-11-24 03:26:54 main:574] : INFO : Epoch 2019 | loss: 0.0312428 | val_loss: 0.0312443 | Time: 1325.33 ms [2021-11-24 03:26:55 main:574] : INFO : Epoch 2020 | loss: 0.0312427 | val_loss: 0.0312442 | Time: 1327.88 ms [2021-11-24 03:26:56 main:574] : INFO : Epoch 2021 | loss: 0.0312427 | val_loss: 0.0312446 | Time: 1328.17 ms [2021-11-24 03:26:58 main:574] : INFO : Epoch 2022 | loss: 0.0312426 | val_loss: 0.0312445 | Time: 1317.49 ms [2021-11-24 03:26:59 main:574] : INFO : Epoch 2023 | loss: 0.0312427 | val_loss: 0.0312448 | Time: 1379.85 ms [2021-11-24 03:27:01 main:574] : INFO : Epoch 2024 | loss: 0.0312429 | val_loss: 0.0312444 | Time: 1347.3 ms [2021-11-24 03:27:02 main:574] : INFO : Epoch 2025 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 1333.71 ms [2021-11-24 03:27:03 main:574] : INFO : Epoch 2026 | loss: 0.0312437 | val_loss: 0.0312447 | Time: 1343.17 ms [2021-11-24 03:27:05 main:574] : INFO : Epoch 2027 | loss: 0.0312431 | val_loss: 0.0312454 | Time: 1322.62 ms [2021-11-24 03:27:06 main:574] : INFO : Epoch 2028 | loss: 0.031243 | val_loss: 0.0312446 | Time: 1290.29 ms [2021-11-24 03:27:08 main:574] : INFO : Epoch 2029 | loss: 0.031243 | val_loss: 0.0312441 | Time: 1325.56 ms [2021-11-24 03:27:09 main:574] : INFO : Epoch 2030 | loss: 0.0312427 | val_loss: 0.0312441 | Time: 1351.66 ms [2021-11-24 03:27:10 main:574] : INFO : Epoch 2031 | loss: 0.0312425 | val_loss: 0.0312454 | Time: 1345.06 ms [2021-11-24 03:27:12 main:574] : INFO : Epoch 2032 | loss: 0.0312444 | val_loss: 0.0312453 | Time: 1345.91 ms [2021-11-24 03:27:13 main:574] : INFO : Epoch 2033 | loss: 0.0312428 | val_loss: 0.0312445 | Time: 1315.01 ms [2021-11-24 03:27:15 main:574] : INFO : Epoch 2034 | loss: 0.0312427 | val_loss: 0.0312463 | Time: 1318.37 ms [2021-11-24 03:27:16 main:574] : INFO : Epoch 2035 | loss: 0.0312425 | val_loss: 0.0312442 | Time: 1300.58 ms [2021-11-24 03:27:18 main:574] : INFO : Epoch 2036 | loss: 0.0312429 | val_loss: 0.0312461 | Time: 1366.69 ms [2021-11-24 03:27:19 main:574] : INFO : Epoch 2037 | loss: 0.0312431 | val_loss: 0.031244 | Time: 1351.16 ms [2021-11-24 03:27:20 main:574] : INFO : Epoch 2038 | loss: 0.0312429 | val_loss: 0.0312444 | Time: 1343.4 ms [2021-11-24 03:27:22 main:574] : INFO : Epoch 2039 | loss: 0.0312423 | val_loss: 0.0312443 | Time: 1337.05 ms [2021-11-24 03:27:23 main:574] : INFO : Epoch 2040 | loss: 0.0312426 | val_loss: 0.0312445 | Time: 1345.01 ms [2021-11-24 03:27:25 main:574] : INFO : Epoch 2041 | loss: 0.0312432 | val_loss: 0.0312448 | Time: 1347.69 ms [2021-11-24 03:27:26 main:574] : INFO : Epoch 2042 | loss: 0.0312427 | val_loss: 0.0312448 | Time: 1316.54 ms [2021-11-24 03:27:27 main:574] : INFO : Epoch 2043 | loss: 0.0312429 | val_loss: 0.0312447 | Time: 1362.78 ms [2021-11-24 03:27:29 main:574] : INFO : Epoch 2044 | loss: 0.0312446 | val_loss: 0.031245 | Time: 1355.16 ms [2021-11-24 03:27:30 main:574] : INFO : Epoch 2045 | loss: 0.0312438 | val_loss: 0.031244 | Time: 1328.93 ms [2021-11-24 03:27:32 main:574] : INFO : Epoch 2046 | loss: 0.0312429 | val_loss: 0.0312461 | Time: 1343.88 ms [2021-11-24 03:27:33 main:574] : INFO : Epoch 2047 | loss: 0.0312437 | val_loss: 0.0312445 | Time: 1338.32 ms [2021-11-24 03:27:35 main:574] : INFO : Epoch 2048 | loss: 0.031243 | val_loss: 0.0312438 | Time: 1365.24 ms [2021-11-24 03:27:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312438 [2021-11-24 03:27:35 main:603] : INFO : Saving end state to config to file [2021-11-24 03:27:35 main:608] : INFO : Success, exiting.. 03:27:35 (30360): 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)