Task 14623966
| Name | ParityModified-1647047359-17435-3-0_1 |
| Workunit | 11574896 |
| Created | 18 Apr 2022, 14:14:38 UTC |
| Sent | 18 Apr 2022, 14:15:42 UTC |
| Report deadline | 26 Apr 2022, 14:15:42 UTC |
| Received | 18 Apr 2022, 15:57:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4503 |
| Run time | 39 min 35 sec |
| CPU time | 39 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,073.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 1542 | loss: 0.0311508 | val_loss: 0.0311588 | Time: 1146.93 ms [2022-04-18 09:27:25 main:574] : INFO : Epoch 1543 | loss: 0.0311461 | val_loss: 0.0311602 | Time: 1143.9 ms [2022-04-18 09:27:27 main:574] : INFO : Epoch 1544 | loss: 0.0311468 | val_loss: 0.0311565 | Time: 1146.53 ms [2022-04-18 09:27:28 main:574] : INFO : Epoch 1545 | loss: 0.0311419 | val_loss: 0.031157 | Time: 1146.83 ms [2022-04-18 09:27:29 main:574] : INFO : Epoch 1546 | loss: 0.0311429 | val_loss: 0.0311581 | Time: 1139.97 ms [2022-04-18 09:27:30 main:574] : INFO : Epoch 1547 | loss: 0.0311432 | val_loss: 0.0311559 | Time: 1141.07 ms [2022-04-18 09:27:31 main:574] : INFO : Epoch 1548 | loss: 0.0311401 | val_loss: 0.0311588 | Time: 1153.72 ms [2022-04-18 09:27:32 main:574] : INFO : Epoch 1549 | loss: 0.0311468 | val_loss: 0.03116 | Time: 1160.89 ms [2022-04-18 09:27:34 main:574] : INFO : Epoch 1550 | loss: 0.031143 | val_loss: 0.0311625 | Time: 1165.58 ms [2022-04-18 09:27:35 main:574] : INFO : Epoch 1551 | loss: 0.0311402 | val_loss: 0.0311647 | Time: 1146.87 ms [2022-04-18 09:27:36 main:574] : INFO : Epoch 1552 | loss: 0.0311452 | val_loss: 0.0311707 | Time: 1147.67 ms [2022-04-18 09:27:37 main:574] : INFO : Epoch 1553 | loss: 0.0311423 | val_loss: 0.0311653 | Time: 1163.43 ms [2022-04-18 09:27:38 main:574] : INFO : Epoch 1554 | loss: 0.0311441 | val_loss: 0.0311643 | Time: 1143.58 ms [2022-04-18 09:27:39 main:574] : INFO : Epoch 1555 | loss: 0.0311415 | val_loss: 0.0311591 | Time: 1151.72 ms [2022-04-18 09:27:40 main:574] : INFO : Epoch 1556 | loss: 0.0311422 | val_loss: 0.0311638 | Time: 1151.69 ms [2022-04-18 09:27:42 main:574] : INFO : Epoch 1557 | loss: 0.0311428 | val_loss: 0.0311606 | Time: 1157.46 ms [2022-04-18 09:27:43 main:574] : INFO : Epoch 1558 | loss: 0.0311414 | val_loss: 0.0311556 | Time: 1138.37 ms [2022-04-18 09:27:44 main:574] : INFO : Epoch 1559 | loss: 0.0311464 | val_loss: 0.0311616 | Time: 1129.72 ms [2022-04-18 09:27:45 main:574] : INFO : Epoch 1560 | loss: 0.0311444 | val_loss: 0.0311624 | Time: 1151.92 ms [2022-04-18 09:27:46 main:574] : INFO : Epoch 1561 | loss: 0.0311377 | val_loss: 0.0311586 | Time: 1148.01 ms [2022-04-18 09:27:47 main:574] : INFO : Epoch 1562 | loss: 0.031141 | val_loss: 0.0311596 | Time: 1153.47 ms [2022-04-18 09:27:49 main:574] : INFO : Epoch 1563 | loss: 0.0311362 | val_loss: 0.0311578 | Time: 1143.12 ms [2022-04-18 09:27:50 main:574] : INFO : Epoch 1564 | loss: 0.0311366 | val_loss: 0.0311595 | Time: 1142.82 ms [2022-04-18 09:27:51 main:574] : INFO : Epoch 1565 | loss: 0.031139 | val_loss: 0.0311638 | Time: 1147.64 ms [2022-04-18 09:27:52 main:574] : INFO : Epoch 1566 | loss: 0.0311366 | val_loss: 0.0311632 | Time: 1136.91 ms [2022-04-18 09:27:53 main:574] : INFO : Epoch 1567 | loss: 0.0311349 | val_loss: 0.0311612 | Time: 1144.32 ms [2022-04-18 09:27:54 main:574] : INFO : Epoch 1568 | loss: 0.0311333 | val_loss: 0.0311597 | Time: 1152.4 ms [2022-04-18 09:27:55 main:574] : INFO : Epoch 1569 | loss: 0.0311373 | val_loss: 0.0311581 | Time: 1150.93 ms [2022-04-18 09:27:57 main:574] : INFO : Epoch 1570 | loss: 0.031136 | val_loss: 0.0311554 | Time: 1153.83 ms [2022-04-18 09:27:58 main:574] : INFO : Epoch 1571 | loss: 0.0311354 | val_loss: 0.0311558 | Time: 1146.96 ms [2022-04-18 09:27:59 main:574] : INFO : Epoch 1572 | loss: 0.0311333 | val_loss: 0.0311662 | Time: 1142.77 ms [2022-04-18 09:28:00 main:574] : INFO : Epoch 1573 | loss: 0.0311357 | val_loss: 0.0311793 | Time: 1154.05 ms [2022-04-18 09:28:01 main:574] : INFO : Epoch 1574 | loss: 0.0311454 | val_loss: 0.0311856 | Time: 1163.8 ms [2022-04-18 09:28:02 main:574] : INFO : Epoch 1575 | loss: 0.0311503 | val_loss: 0.0311667 | Time: 1148.49 ms [2022-04-18 09:28:04 main:574] : INFO : Epoch 1576 | loss: 0.0311386 | val_loss: 0.0311706 | Time: 1158.6 ms [2022-04-18 09:28:05 main:574] : INFO : Epoch 1577 | loss: 0.0311377 | val_loss: 0.0311603 | Time: 1145.54 ms [2022-04-18 09:28:06 main:574] : INFO : Epoch 1578 | loss: 0.031137 | val_loss: 0.0311625 | Time: 1143.05 ms [2022-04-18 09:28:07 main:574] : INFO : Epoch 1579 | loss: 0.0311342 | val_loss: 0.0311627 | Time: 1152.62 ms [2022-04-18 09:28:08 main:574] : INFO : Epoch 1580 | loss: 0.0311379 | val_loss: 0.0311634 | Time: 1154.61 ms [2022-04-18 09:28:09 main:574] : INFO : Epoch 1581 | loss: 0.0311398 | val_loss: 0.0311721 | Time: 1150.56 ms [2022-04-18 09:28:10 main:574] : INFO : Epoch 1582 | loss: 0.0311375 | val_loss: 0.0311628 | Time: 1140.79 ms [2022-04-18 09:28:12 main:574] : INFO : Epoch 1583 | loss: 0.0311356 | val_loss: 0.0311567 | Time: 1138.38 ms [2022-04-18 09:28:13 main:574] : INFO : Epoch 1584 | loss: 0.0311361 | val_loss: 0.0311599 | Time: 1143.16 ms [2022-04-18 09:28:14 main:574] : INFO : Epoch 1585 | loss: 0.0311325 | val_loss: 0.0311622 | Time: 1141.08 ms [2022-04-18 09:28:15 main:574] : INFO : Epoch 1586 | loss: 0.0311345 | val_loss: 0.031163 | Time: 1151.12 ms [2022-04-18 09:28:16 main:574] : INFO : Epoch 1587 | loss: 0.0311362 | val_loss: 0.0311587 | Time: 1142.47 ms [2022-04-18 09:28:17 main:574] : INFO : Epoch 1588 | loss: 0.031135 | val_loss: 0.0311599 | Time: 1141.5 ms [2022-04-18 09:28:19 main:574] : INFO : Epoch 1589 | loss: 0.0311336 | val_loss: 0.0311678 | Time: 1141.69 ms [2022-04-18 09:28:20 main:574] : INFO : Epoch 1590 | loss: 0.0311374 | val_loss: 0.0311671 | Time: 1164.01 ms [2022-04-18 09:28:21 main:574] : INFO : Epoch 1591 | loss: 0.0311377 | val_loss: 0.0311645 | Time: 1143.06 ms [2022-04-18 09:28:22 main:574] : INFO : Epoch 1592 | loss: 0.0311408 | val_loss: 0.031158 | Time: 1149.27 ms [2022-04-18 09:28:23 main:574] : INFO : Epoch 1593 | loss: 0.0311412 | val_loss: 0.031158 | Time: 1145.9 ms [2022-04-18 09:28:24 main:574] : INFO : Epoch 1594 | loss: 0.0311464 | val_loss: 0.0311613 | Time: 1145.41 ms [2022-04-18 09:28:25 main:574] : INFO : Epoch 1595 | loss: 0.0311529 | val_loss: 0.031169 | Time: 1143.44 ms [2022-04-18 09:28:27 main:574] : INFO : Epoch 1596 | loss: 0.0311375 | val_loss: 0.0311606 | Time: 1145.36 ms [2022-04-18 09:28:28 main:574] : INFO : Epoch 1597 | loss: 0.0311362 | val_loss: 0.0311614 | Time: 1146.45 ms [2022-04-18 09:28:29 main:574] : INFO : Epoch 1598 | loss: 0.0311351 | val_loss: 0.0311632 | Time: 1140.61 ms [2022-04-18 09:28:30 main:574] : INFO : Epoch 1599 | loss: 0.0311356 | val_loss: 0.0311606 | Time: 1144.12 ms [2022-04-18 09:28:31 main:574] : INFO : Epoch 1600 | loss: 0.0311317 | val_loss: 0.031161 | Time: 1138.88 ms [2022-04-18 09:28:32 main:574] : INFO : Epoch 1601 | loss: 0.0311319 | val_loss: 0.0311674 | Time: 1135.46 ms [2022-04-18 09:28:33 main:574] : INFO : Epoch 1602 | loss: 0.0311431 | val_loss: 0.0311612 | Time: 1145.43 ms [2022-04-18 09:28:35 main:574] : INFO : Epoch 1603 | loss: 0.0311433 | val_loss: 0.031162 | Time: 1162.69 ms [2022-04-18 09:28:36 main:574] : INFO : Epoch 1604 | loss: 0.0311407 | val_loss: 0.0311629 | Time: 1146.34 ms [2022-04-18 09:28:37 main:574] : INFO : Epoch 1605 | loss: 0.0311395 | val_loss: 0.0311626 | Time: 1152.6 ms [2022-04-18 09:28:38 main:574] : INFO : Epoch 1606 | loss: 0.0311438 | val_loss: 0.0311627 | Time: 1153.45 ms [2022-04-18 09:28:39 main:574] : INFO : Epoch 1607 | loss: 0.031142 | val_loss: 0.031161 | Time: 1153.83 ms [2022-04-18 09:28:40 main:574] : INFO : Epoch 1608 | loss: 0.0311364 | val_loss: 0.0311632 | Time: 1153.64 ms [2022-04-18 09:28:42 main:574] : INFO : Epoch 1609 | loss: 0.0311369 | val_loss: 0.0311597 | Time: 1144.57 ms [2022-04-18 09:28:43 main:574] : INFO : Epoch 1610 | loss: 0.031134 | val_loss: 0.0311591 | Time: 1173.65 ms [2022-04-18 09:28:44 main:574] : INFO : Epoch 1611 | loss: 0.0311367 | val_loss: 0.0311591 | Time: 1150.89 ms [2022-04-18 09:28:45 main:574] : INFO : Epoch 1612 | loss: 0.0311358 | val_loss: 0.0311673 | Time: 1150.74 ms [2022-04-18 09:28:46 main:574] : INFO : Epoch 1613 | loss: 0.0311389 | val_loss: 0.0311634 | Time: 1152.94 ms [2022-04-18 09:28:47 main:574] : INFO : Epoch 1614 | loss: 0.0311352 | val_loss: 0.0311616 | Time: 1139.19 ms [2022-04-18 09:28:49 main:574] : INFO : Epoch 1615 | loss: 0.0311328 | val_loss: 0.0311592 | Time: 1138.53 ms [2022-04-18 09:28:50 main:574] : INFO : Epoch 1616 | loss: 0.0311291 | val_loss: 0.0311628 | Time: 1151.69 ms [2022-04-18 09:28:51 main:574] : INFO : Epoch 1617 | loss: 0.0311312 | val_loss: 0.0311635 | Time: 1140.95 ms [2022-04-18 09:28:52 main:574] : INFO : Epoch 1618 | loss: 0.0311336 | val_loss: 0.0311605 | Time: 1148.87 ms [2022-04-18 09:28:53 main:574] : INFO : Epoch 1619 | loss: 0.031133 | val_loss: 0.031162 | Time: 1149.95 ms [2022-04-18 09:28:54 main:574] : INFO : Epoch 1620 | loss: 0.0311312 | val_loss: 0.0311741 | Time: 1142.04 ms [2022-04-18 09:28:55 main:574] : INFO : Epoch 1621 | loss: 0.0311315 | val_loss: 0.031159 | Time: 1140.89 ms [2022-04-18 09:28:57 main:574] : INFO : Epoch 1622 | loss: 0.0311318 | val_loss: 0.031163 | Time: 1147.99 ms [2022-04-18 09:28:58 main:574] : INFO : Epoch 1623 | loss: 0.0311298 | val_loss: 0.0311611 | Time: 1142.82 ms [2022-04-18 09:28:59 main:574] : INFO : Epoch 1624 | loss: 0.031129 | val_loss: 0.0311659 | Time: 1144.11 ms [2022-04-18 09:29:00 main:574] : INFO : Epoch 1625 | loss: 0.0311306 | val_loss: 0.0311671 | Time: 1141.05 ms [2022-04-18 09:29:01 main:574] : INFO : Epoch 1626 | loss: 0.0311364 | val_loss: 0.0311684 | Time: 1146.48 ms [2022-04-18 09:29:02 main:574] : INFO : Epoch 1627 | loss: 0.0311304 | val_loss: 0.0311618 | Time: 1151.21 ms [2022-04-18 09:29:03 main:574] : INFO : Epoch 1628 | loss: 0.0311287 | val_loss: 0.0311605 | Time: 1149.82 ms [2022-04-18 09:29:05 main:574] : INFO : Epoch 1629 | loss: 0.0311279 | val_loss: 0.0311599 | Time: 1141.32 ms [2022-04-18 09:29:06 main:574] : INFO : Epoch 1630 | loss: 0.0311312 | val_loss: 0.0311672 | Time: 1166.36 ms [2022-04-18 09:29:07 main:574] : INFO : Epoch 1631 | loss: 0.0311294 | val_loss: 0.0311639 | Time: 1142.32 ms [2022-04-18 09:29:08 main:574] : INFO : Epoch 1632 | loss: 0.0311305 | val_loss: 0.0311655 | Time: 1159.41 ms [2022-04-18 09:29:09 main:574] : INFO : Epoch 1633 | loss: 0.0311306 | val_loss: 0.0311627 | Time: 1146.08 ms [2022-04-18 09:29:10 main:574] : INFO : Epoch 1634 | loss: 0.0311322 | val_loss: 0.0311671 | Time: 1134.08 ms [2022-04-18 09:29:12 main:574] : INFO : Epoch 1635 | loss: 0.0311328 | val_loss: 0.0311618 | Time: 1158.49 ms [2022-04-18 09:29:13 main:574] : INFO : Epoch 1636 | loss: 0.0311283 | val_loss: 0.0311648 | Time: 1138.51 ms [2022-04-18 09:29:14 main:574] : INFO : Epoch 1637 | loss: 0.0311312 | val_loss: 0.0311623 | Time: 1146.95 ms [2022-04-18 09:29:15 main:574] : INFO : Epoch 1638 | loss: 0.0311353 | val_loss: 0.031174 | Time: 1146.44 ms [2022-04-18 09:29:16 main:574] : INFO : Epoch 1639 | loss: 0.0311362 | val_loss: 0.0311718 | Time: 1133.96 ms [2022-04-18 09:29:17 main:574] : INFO : Epoch 1640 | loss: 0.0311362 | val_loss: 0.0311657 | Time: 1146.4 ms [2022-04-18 09:29:18 main:574] : INFO : Epoch 1641 | loss: 0.031136 | val_loss: 0.031162 | Time: 1150.72 ms [2022-04-18 09:29:20 main:574] : INFO : Epoch 1642 | loss: 0.0311341 | val_loss: 0.0311759 | Time: 1150.91 ms [2022-04-18 09:29:21 main:574] : INFO : Epoch 1643 | loss: 0.0311387 | val_loss: 0.0311678 | Time: 1140.42 ms [2022-04-18 09:29:22 main:574] : INFO : Epoch 1644 | loss: 0.0311338 | val_loss: 0.0311612 | Time: 1144.3 ms [2022-04-18 09:29:23 main:574] : INFO : Epoch 1645 | loss: 0.0311332 | val_loss: 0.0311734 | Time: 1148.42 ms [2022-04-18 09:29:24 main:574] : INFO : Epoch 1646 | loss: 0.0311367 | val_loss: 0.0311642 | Time: 1145.15 ms [2022-04-18 09:29:25 main:574] : INFO : Epoch 1647 | loss: 0.0311348 | val_loss: 0.0311712 | Time: 1146.77 ms [2022-04-18 09:29:27 main:574] : INFO : Epoch 1648 | loss: 0.0311372 | val_loss: 0.0311602 | Time: 1145.84 ms [2022-04-18 09:29:28 main:574] : INFO : Epoch 1649 | loss: 0.0311336 | val_loss: 0.0311608 | Time: 1140.93 ms [2022-04-18 09:29:29 main:574] : INFO : Epoch 1650 | loss: 0.0311336 | val_loss: 0.0311588 | Time: 1145.38 ms [2022-04-18 09:29:30 main:574] : INFO : Epoch 1651 | loss: 0.0311404 | val_loss: 0.0311639 | Time: 1141.05 ms [2022-04-18 09:29:31 main:574] : INFO : Epoch 1652 | loss: 0.0311337 | val_loss: 0.0311824 | Time: 1145.97 ms [2022-04-18 09:29:32 main:574] : INFO : Epoch 1653 | loss: 0.0311363 | val_loss: 0.0311609 | Time: 1140.37 ms [2022-04-18 09:29:33 main:574] : INFO : Epoch 1654 | loss: 0.0311347 | val_loss: 0.0311579 | Time: 1139.39 ms [2022-04-18 09:29:35 main:574] : INFO : Epoch 1655 | loss: 0.0311379 | val_loss: 0.0311663 | Time: 1152.35 ms [2022-04-18 09:29:36 main:574] : INFO : Epoch 1656 | loss: 0.0311338 | val_loss: 0.0311633 | Time: 1157.23 ms [2022-04-18 09:29:37 main:574] : INFO : Epoch 1657 | loss: 0.0311356 | val_loss: 0.0311607 | Time: 1137.88 ms [2022-04-18 09:29:38 main:574] : INFO : Epoch 1658 | loss: 0.0311357 | val_loss: 0.0311602 | Time: 1140.57 ms [2022-04-18 09:29:39 main:574] : INFO : Epoch 1659 | loss: 0.0311436 | val_loss: 0.031175 | Time: 1138.95 ms [2022-04-18 09:29:40 main:574] : INFO : Epoch 1660 | loss: 0.0311677 | val_loss: 0.0311773 | Time: 1142.66 ms [2022-04-18 09:29:41 main:574] : INFO : Epoch 1661 | loss: 0.0311667 | val_loss: 0.0311687 | Time: 1135.82 ms [2022-04-18 09:29:43 main:574] : INFO : Epoch 1662 | loss: 0.0311626 | val_loss: 0.0311667 | Time: 1148.34 ms [2022-04-18 09:29:44 main:574] : INFO : Epoch 1663 | loss: 0.0311592 | val_loss: 0.0311629 | Time: 1152.48 ms [2022-04-18 09:29:45 main:574] : INFO : Epoch 1664 | loss: 0.0311592 | val_loss: 0.031167 | Time: 1159.73 ms [2022-04-18 09:29:46 main:574] : INFO : Epoch 1665 | loss: 0.0311585 | val_loss: 0.0311658 | Time: 1150.12 ms [2022-04-18 09:29:47 main:574] : INFO : Epoch 1666 | loss: 0.0311554 | val_loss: 0.031165 | Time: 1144.03 ms [2022-04-18 09:29:48 main:574] : INFO : Epoch 1667 | loss: 0.0311569 | val_loss: 0.0311632 | Time: 1143.65 ms [2022-04-18 09:29:50 main:574] : INFO : Epoch 1668 | loss: 0.031152 | val_loss: 0.0311649 | Time: 1145.62 ms [2022-04-18 09:30:01 main:574] : INFO : Epoch 1669 | loss: 0.0311514 | val_loss: 0.0311686 | Time: 11461.8 ms [2022-04-18 09:30:02 main:574] : INFO : Epoch 1670 | loss: 0.0311531 | val_loss: 0.0311652 | Time: 1144.74 ms [2022-04-18 09:30:03 main:574] : INFO : Epoch 1671 | loss: 0.0311542 | val_loss: 0.0311643 | Time: 1154 ms [2022-04-18 09:30:04 main:574] : INFO : Epoch 1672 | loss: 0.0311512 | val_loss: 0.0311618 | Time: 1144.98 ms [2022-04-18 09:30:06 main:574] : INFO : Epoch 1673 | loss: 0.0311487 | val_loss: 0.0311634 | Time: 1149.63 ms [2022-04-18 09:30:07 main:574] : INFO : Epoch 1674 | loss: 0.0311504 | val_loss: 0.0311688 | Time: 1147.85 ms [2022-04-18 09:30:08 main:574] : INFO : Epoch 1675 | loss: 0.0311509 | val_loss: 0.0311629 | Time: 1145.93 ms [2022-04-18 09:30:09 main:574] : INFO : Epoch 1676 | loss: 0.0311488 | val_loss: 0.0311637 | Time: 1147.9 ms [2022-04-18 09:30:10 main:574] : INFO : Epoch 1677 | loss: 0.0311558 | val_loss: 0.0311692 | Time: 1149.19 ms [2022-04-18 09:30:11 main:574] : INFO : Epoch 1678 | loss: 0.0311495 | val_loss: 0.0311678 | Time: 1142.46 ms [2022-04-18 09:30:13 main:574] : INFO : Epoch 1679 | loss: 0.0311454 | val_loss: 0.0311747 | Time: 1156.64 ms [2022-04-18 09:30:14 main:574] : INFO : Epoch 1680 | loss: 0.0311475 | val_loss: 0.031164 | Time: 1149.15 ms [2022-04-18 09:30:15 main:574] : INFO : Epoch 1681 | loss: 0.0311455 | val_loss: 0.0311648 | Time: 1150.26 ms [2022-04-18 09:30:16 main:574] : INFO : Epoch 1682 | loss: 0.0311471 | val_loss: 0.0311657 | Time: 1140.04 ms [2022-04-18 09:30:17 main:574] : INFO : Epoch 1683 | loss: 0.0311455 | val_loss: 0.0311622 | Time: 1139.59 ms [2022-04-18 09:30:18 main:574] : INFO : Epoch 1684 | loss: 0.031143 | val_loss: 0.0311653 | Time: 1145.6 ms [2022-04-18 09:30:19 main:574] : INFO : Epoch 1685 | loss: 0.0311443 | val_loss: 0.0311617 | Time: 1151.53 ms [2022-04-18 09:30:21 main:574] : INFO : Epoch 1686 | loss: 0.0311402 | val_loss: 0.0311557 | Time: 1137.99 ms [2022-04-18 09:30:22 main:574] : INFO : Epoch 1687 | loss: 0.0311383 | val_loss: 0.0311611 | Time: 1160.34 ms [2022-04-18 09:30:23 main:574] : INFO : Epoch 1688 | loss: 0.0311426 | val_loss: 0.0311545 | Time: 1144.51 ms [2022-04-18 09:30:24 main:574] : INFO : Epoch 1689 | loss: 0.0311376 | val_loss: 0.0311577 | Time: 1142.06 ms [2022-04-18 09:30:25 main:574] : INFO : Epoch 1690 | loss: 0.0311408 | val_loss: 0.0311786 | Time: 1152.43 ms [2022-04-18 09:30:26 main:574] : INFO : Epoch 1691 | loss: 0.0311428 | val_loss: 0.0311593 | Time: 1148.6 ms [2022-04-18 09:30:28 main:574] : INFO : Epoch 1692 | loss: 0.0311378 | val_loss: 0.0311557 | Time: 1131.8 ms [2022-04-18 09:30:29 main:574] : INFO : Epoch 1693 | loss: 0.0311369 | val_loss: 0.0311554 | Time: 1171.29 ms [2022-04-18 09:30:30 main:574] : INFO : Epoch 1694 | loss: 0.0311388 | val_loss: 0.0311651 | Time: 1149.79 ms [2022-04-18 09:30:31 main:574] : INFO : Epoch 1695 | loss: 0.0311411 | val_loss: 0.0311605 | Time: 1147.11 ms [2022-04-18 09:30:32 main:574] : INFO : Epoch 1696 | loss: 0.0311361 | val_loss: 0.0311574 | Time: 1136.5 ms [2022-04-18 09:30:33 main:574] : INFO : Epoch 1697 | loss: 0.0311338 | val_loss: 0.0311568 | Time: 1147.46 ms [2022-04-18 09:30:34 main:574] : INFO : Epoch 1698 | loss: 0.0311363 | val_loss: 0.0311566 | Time: 1154.09 ms [2022-04-18 09:30:36 main:574] : INFO : Epoch 1699 | loss: 0.0311364 | val_loss: 0.0311612 | Time: 1154.12 ms [2022-04-18 09:30:37 main:574] : INFO : Epoch 1700 | loss: 0.0311346 | val_loss: 0.0311532 | Time: 1144.38 ms [2022-04-18 09:30:38 main:574] : INFO : Epoch 1701 | loss: 0.0311338 | val_loss: 0.0311572 | Time: 1136.76 ms [2022-04-18 09:30:39 main:574] : INFO : Epoch 1702 | loss: 0.0311382 | val_loss: 0.0311639 | Time: 1142.8 ms [2022-04-18 09:30:40 main:574] : INFO : Epoch 1703 | loss: 0.0311412 | val_loss: 0.0311557 | Time: 1144.21 ms [2022-04-18 09:30:41 main:574] : INFO : Epoch 1704 | loss: 0.0311382 | val_loss: 0.0311549 | Time: 1141.83 ms [2022-04-18 09:30:43 main:574] : INFO : Epoch 1705 | loss: 0.0311361 | val_loss: 0.0311587 | Time: 1152.7 ms [2022-04-18 09:30:44 main:574] : INFO : Epoch 1706 | loss: 0.0311361 | val_loss: 0.0311584 | Time: 1147.07 ms [2022-04-18 09:30:45 main:574] : INFO : Epoch 1707 | loss: 0.0311346 | val_loss: 0.0311581 | Time: 1149.63 ms [2022-04-18 09:30:46 main:574] : INFO : Epoch 1708 | loss: 0.0311318 | val_loss: 0.0311583 | Time: 1148.86 ms [2022-04-18 09:30:47 main:574] : INFO : Epoch 1709 | loss: 0.0311314 | val_loss: 0.0311563 | Time: 1142.29 ms [2022-04-18 09:30:48 main:574] : INFO : Epoch 1710 | loss: 0.0311326 | val_loss: 0.031157 | Time: 1156.28 ms [2022-04-18 09:30:49 main:574] : INFO : Epoch 1711 | loss: 0.031131 | val_loss: 0.0311587 | Time: 1144.84 ms [2022-04-18 09:30:51 main:574] : INFO : Epoch 1712 | loss: 0.0311312 | val_loss: 0.0311536 | Time: 1140.05 ms [2022-04-18 09:30:52 main:574] : INFO : Epoch 1713 | loss: 0.0311324 | val_loss: 0.031156 | Time: 1155.72 ms [2022-04-18 09:30:53 main:574] : INFO : Epoch 1714 | loss: 0.0311318 | val_loss: 0.0311623 | Time: 1146.87 ms [2022-04-18 09:30:54 main:574] : INFO : Epoch 1715 | loss: 0.0311305 | val_loss: 0.0311563 | Time: 1140.11 ms [2022-04-18 09:30:55 main:574] : INFO : Epoch 1716 | loss: 0.0311315 | val_loss: 0.0311579 | Time: 1147.85 ms [2022-04-18 09:30:56 main:574] : INFO : Epoch 1717 | loss: 0.0311315 | val_loss: 0.031158 | Time: 1141.31 ms [2022-04-18 09:30:58 main:574] : INFO : Epoch 1718 | loss: 0.0311377 | val_loss: 0.0311681 | Time: 1142.32 ms [2022-04-18 09:30:59 main:574] : INFO : Epoch 1719 | loss: 0.0311367 | val_loss: 0.0311576 | Time: 1144.81 ms [2022-04-18 09:31:00 main:574] : INFO : Epoch 1720 | loss: 0.0311316 | val_loss: 0.0311621 | Time: 1148.34 ms [2022-04-18 09:31:01 main:574] : INFO : Epoch 1721 | loss: 0.0311361 | val_loss: 0.0311593 | Time: 1141.66 ms [2022-04-18 09:31:02 main:574] : INFO : Epoch 1722 | loss: 0.0311346 | val_loss: 0.031157 | Time: 1144.32 ms [2022-04-18 09:31:03 main:574] : INFO : Epoch 1723 | loss: 0.0311344 | val_loss: 0.0311574 | Time: 1151.47 ms [2022-04-18 09:31:04 main:574] : INFO : Epoch 1724 | loss: 0.0311306 | val_loss: 0.0311596 | Time: 1146.8 ms [2022-04-18 09:31:06 main:574] : INFO : Epoch 1725 | loss: 0.0311302 | val_loss: 0.0311538 | Time: 1157.17 ms [2022-04-18 09:31:07 main:574] : INFO : Epoch 1726 | loss: 0.0311302 | val_loss: 0.0311585 | Time: 1143.46 ms [2022-04-18 09:31:08 main:574] : INFO : Epoch 1727 | loss: 0.0311322 | val_loss: 0.0311587 | Time: 1141.56 ms [2022-04-18 09:31:09 main:574] : INFO : Epoch 1728 | loss: 0.0311305 | val_loss: 0.0311584 | Time: 1140.02 ms [2022-04-18 09:31:10 main:574] : INFO : Epoch 1729 | loss: 0.0311292 | val_loss: 0.0311578 | Time: 1154.9 ms [2022-04-18 09:31:11 main:574] : INFO : Epoch 1730 | loss: 0.0311317 | val_loss: 0.0311567 | Time: 1141.23 ms [2022-04-18 09:31:23 main:574] : INFO : Epoch 1731 | loss: 0.0311315 | val_loss: 0.0311604 | Time: 11334.8 ms [2022-04-18 09:31:24 main:574] : INFO : Epoch 1732 | loss: 0.0311407 | val_loss: 0.0311623 | Time: 1149.96 ms [2022-04-18 09:31:25 main:574] : INFO : Epoch 1733 | loss: 0.0311413 | val_loss: 0.0311647 | Time: 1136.87 ms [2022-04-18 09:31:26 main:574] : INFO : Epoch 1734 | loss: 0.0311353 | val_loss: 0.0311595 | Time: 1144.21 ms [2022-04-18 09:31:27 main:574] : INFO : Epoch 1735 | loss: 0.0311346 | val_loss: 0.0311719 | Time: 1141.41 ms [2022-04-18 09:31:28 main:574] : INFO : Epoch 1736 | loss: 0.0311366 | val_loss: 0.0311591 | Time: 1145.95 ms [2022-04-18 09:31:30 main:574] : INFO : Epoch 1737 | loss: 0.0311364 | val_loss: 0.0311569 | Time: 1146.07 ms [2022-04-18 09:31:31 main:574] : INFO : Epoch 1738 | loss: 0.0311333 | val_loss: 0.0311539 | Time: 1143.34 ms [2022-04-18 09:31:32 main:574] : INFO : Epoch 1739 | loss: 0.0311325 | val_loss: 0.0311537 | Time: 1140.61 ms [2022-04-18 09:31:33 main:574] : INFO : Epoch 1740 | loss: 0.0311334 | val_loss: 0.0311562 | Time: 1146.64 ms [2022-04-18 09:31:34 main:574] : INFO : Epoch 1741 | loss: 0.0311307 | val_loss: 0.0311544 | Time: 1148.81 ms [2022-04-18 09:31:35 main:574] : INFO : Epoch 1742 | loss: 0.03113 | val_loss: 0.0311543 | Time: 1141.14 ms [2022-04-18 09:31:36 main:574] : INFO : Epoch 1743 | loss: 0.0311288 | val_loss: 0.0311548 | Time: 1151.04 ms [2022-04-18 09:31:38 main:574] : INFO : Epoch 1744 | loss: 0.0311297 | val_loss: 0.0311542 | Time: 1146.75 ms [2022-04-18 09:31:39 main:574] : INFO : Epoch 1745 | loss: 0.0311307 | val_loss: 0.0311572 | Time: 1139.78 ms [2022-04-18 09:31:40 main:574] : INFO : Epoch 1746 | loss: 0.0311285 | val_loss: 0.0311605 | Time: 1142.66 ms [2022-04-18 09:31:41 main:574] : INFO : Epoch 1747 | loss: 0.0311305 | val_loss: 0.0311639 | Time: 1157.76 ms [2022-04-18 09:31:42 main:574] : INFO : Epoch 1748 | loss: 0.031134 | val_loss: 0.0311634 | Time: 1151.01 ms [2022-04-18 09:31:43 main:574] : INFO : Epoch 1749 | loss: 0.0311369 | val_loss: 0.031177 | Time: 1143.26 ms [2022-04-18 09:31:45 main:574] : INFO : Epoch 1750 | loss: 0.0311388 | val_loss: 0.0311593 | Time: 1154.06 ms [2022-04-18 09:31:46 main:574] : INFO : Epoch 1751 | loss: 0.0311373 | val_loss: 0.0311567 | Time: 1143.17 ms [2022-04-18 09:31:47 main:574] : INFO : Epoch 1752 | loss: 0.0311377 | val_loss: 0.0311556 | Time: 1151.71 ms [2022-04-18 09:31:48 main:574] : INFO : Epoch 1753 | loss: 0.031136 | val_loss: 0.0311547 | Time: 1152.42 ms [2022-04-18 09:31:49 main:574] : INFO : Epoch 1754 | loss: 0.0311357 | val_loss: 0.0311586 | Time: 1138.68 ms [2022-04-18 09:31:50 main:574] : INFO : Epoch 1755 | loss: 0.0311418 | val_loss: 0.0311663 | Time: 1148.07 ms [2022-04-18 09:31:51 main:574] : INFO : Epoch 1756 | loss: 0.0311427 | val_loss: 0.03116 | Time: 1146.52 ms [2022-04-18 09:31:53 main:574] : INFO : Epoch 1757 | loss: 0.0311405 | val_loss: 0.0311545 | Time: 1144.78 ms [2022-04-18 09:31:54 main:574] : INFO : Epoch 1758 | loss: 0.0311427 | val_loss: 0.0311706 | Time: 1146.91 ms [2022-04-18 09:31:55 main:574] : INFO : Epoch 1759 | loss: 0.0311581 | val_loss: 0.0311578 | Time: 1137.14 ms [2022-04-18 09:31:56 main:574] : INFO : Epoch 1760 | loss: 0.0311468 | val_loss: 0.0311639 | Time: 1147.73 ms [2022-04-18 09:31:57 main:574] : INFO : Epoch 1761 | loss: 0.0311441 | val_loss: 0.0311605 | Time: 1144.09 ms [2022-04-18 09:31:58 main:574] : INFO : Epoch 1762 | loss: 0.031141 | val_loss: 0.0311572 | Time: 1148.15 ms [2022-04-18 09:32:00 main:574] : INFO : Epoch 1763 | loss: 0.0311423 | val_loss: 0.0311595 | Time: 1149.94 ms [2022-04-18 09:32:01 main:574] : INFO : Epoch 1764 | loss: 0.0311411 | val_loss: 0.0311614 | Time: 1144.05 ms [2022-04-18 09:32:02 main:574] : INFO : Epoch 1765 | loss: 0.0311397 | val_loss: 0.0311587 | Time: 1146.62 ms [2022-04-18 09:32:03 main:574] : INFO : Epoch 1766 | loss: 0.0311387 | val_loss: 0.0311653 | Time: 1146.54 ms [2022-04-18 09:32:04 main:574] : INFO : Epoch 1767 | loss: 0.0311407 | val_loss: 0.0311597 | Time: 1155.63 ms [2022-04-18 09:32:05 main:574] : INFO : Epoch 1768 | loss: 0.0311359 | val_loss: 0.0311606 | Time: 1146.52 ms [2022-04-18 09:32:06 main:574] : INFO : Epoch 1769 | loss: 0.0311365 | val_loss: 0.0311585 | Time: 1136.43 ms [2022-04-18 09:32:08 main:574] : INFO : Epoch 1770 | loss: 0.0311389 | val_loss: 0.0311649 | Time: 1161.49 ms [2022-04-18 09:32:09 main:574] : INFO : Epoch 1771 | loss: 0.0311548 | val_loss: 0.0311611 | Time: 1141.8 ms [2022-04-18 09:32:10 main:574] : INFO : Epoch 1772 | loss: 0.031153 | val_loss: 0.0311692 | Time: 1146.09 ms [2022-04-18 09:32:11 main:574] : INFO : Epoch 1773 | loss: 0.0311499 | val_loss: 0.0311658 | Time: 1146.86 ms [2022-04-18 09:32:12 main:574] : INFO : Epoch 1774 | loss: 0.0311493 | val_loss: 0.0311586 | Time: 1156.27 ms [2022-04-18 09:32:13 main:574] : INFO : Epoch 1775 | loss: 0.0311436 | val_loss: 0.0311591 | Time: 1153.34 ms [2022-04-18 09:32:15 main:574] : INFO : Epoch 1776 | loss: 0.0311425 | val_loss: 0.0311622 | Time: 1205.08 ms [2022-04-18 09:32:16 main:574] : INFO : Epoch 1777 | loss: 0.0311446 | val_loss: 0.0311666 | Time: 1184.12 ms [2022-04-18 09:32:17 main:574] : INFO : Epoch 1778 | loss: 0.0311447 | val_loss: 0.0311632 | Time: 1150.97 ms [2022-04-18 09:32:18 main:574] : INFO : Epoch 1779 | loss: 0.0311412 | val_loss: 0.0311595 | Time: 1140.91 ms [2022-04-18 09:32:19 main:574] : INFO : Epoch 1780 | loss: 0.0311403 | val_loss: 0.0311596 | Time: 1150.79 ms [2022-04-18 09:32:20 main:574] : INFO : Epoch 1781 | loss: 0.0311427 | val_loss: 0.0311654 | Time: 1147.4 ms [2022-04-18 09:32:22 main:574] : INFO : Epoch 1782 | loss: 0.0311458 | val_loss: 0.0311603 | Time: 1145.45 ms [2022-04-18 09:32:23 main:574] : INFO : Epoch 1783 | loss: 0.0311384 | val_loss: 0.0311648 | Time: 1139.02 ms [2022-04-18 09:32:24 main:574] : INFO : Epoch 1784 | loss: 0.0311391 | val_loss: 0.0311561 | Time: 1144.23 ms [2022-04-18 09:32:25 main:574] : INFO : Epoch 1785 | loss: 0.0311389 | val_loss: 0.0311554 | Time: 1146.06 ms [2022-04-18 09:32:26 main:574] : INFO : Epoch 1786 | loss: 0.0311378 | val_loss: 0.0311591 | Time: 1156.15 ms [2022-04-18 09:32:27 main:574] : INFO : Epoch 1787 | loss: 0.0311385 | val_loss: 0.0311591 | Time: 1147.36 ms [2022-04-18 09:32:28 main:574] : INFO : Epoch 1788 | loss: 0.0311364 | val_loss: 0.0311574 | Time: 1138.78 ms [2022-04-18 09:32:30 main:574] : INFO : Epoch 1789 | loss: 0.0311352 | val_loss: 0.031158 | Time: 1143.26 ms [2022-04-18 09:32:31 main:574] : INFO : Epoch 1790 | loss: 0.0311349 | val_loss: 0.0311569 | Time: 1143.67 ms [2022-04-18 09:32:32 main:574] : INFO : Epoch 1791 | loss: 0.0311336 | val_loss: 0.0311596 | Time: 1144.75 ms [2022-04-18 09:32:33 main:574] : INFO : Epoch 1792 | loss: 0.0311359 | val_loss: 0.0311705 | Time: 1146.07 ms [2022-04-18 09:32:34 main:574] : INFO : Epoch 1793 | loss: 0.0311414 | val_loss: 0.0311549 | Time: 1144.72 ms [2022-04-18 09:32:35 main:574] : INFO : Epoch 1794 | loss: 0.0311362 | val_loss: 0.0311576 | Time: 1147.87 ms [2022-04-18 09:32:37 main:574] : INFO : Epoch 1795 | loss: 0.0311361 | val_loss: 0.0311584 | Time: 1148.5 ms [2022-04-18 09:32:38 main:574] : INFO : Epoch 1796 | loss: 0.0311371 | val_loss: 0.0311591 | Time: 1138.13 ms [2022-04-18 09:32:39 main:574] : INFO : Epoch 1797 | loss: 0.031143 | val_loss: 0.0311774 | Time: 1144.77 ms [2022-04-18 09:32:40 main:574] : INFO : Epoch 1798 | loss: 0.0311434 | val_loss: 0.0311609 | Time: 1141.76 ms [2022-04-18 09:32:41 main:574] : INFO : Epoch 1799 | loss: 0.0311365 | val_loss: 0.0311587 | Time: 1155.91 ms [2022-04-18 09:32:42 main:574] : INFO : Epoch 1800 | loss: 0.0311341 | val_loss: 0.0311649 | Time: 1141.06 ms [2022-04-18 09:32:43 main:574] : INFO : Epoch 1801 | loss: 0.0311342 | val_loss: 0.0311566 | Time: 1146.96 ms [2022-04-18 09:32:45 main:574] : INFO : Epoch 1802 | loss: 0.0311341 | val_loss: 0.0311643 | Time: 1145.63 ms [2022-04-18 09:32:46 main:574] : INFO : Epoch 1803 | loss: 0.0311388 | val_loss: 0.0311674 | Time: 1140.1 ms [2022-04-18 09:32:47 main:574] : INFO : Epoch 1804 | loss: 0.0311413 | val_loss: 0.031165 | Time: 1141.73 ms [2022-04-18 09:32:48 main:574] : INFO : Epoch 1805 | loss: 0.0311412 | val_loss: 0.0311583 | Time: 1163.35 ms [2022-04-18 09:32:49 main:574] : INFO : Epoch 1806 | loss: 0.0311372 | val_loss: 0.0311608 | Time: 1147.02 ms [2022-04-18 09:32:50 main:574] : INFO : Epoch 1807 | loss: 0.0311359 | val_loss: 0.0311552 | Time: 1141.75 ms [2022-04-18 09:32:51 main:574] : INFO : Epoch 1808 | loss: 0.0311351 | val_loss: 0.0311568 | Time: 1139.3 ms [2022-04-18 09:32:53 main:574] : INFO : Epoch 1809 | loss: 0.0311363 | val_loss: 0.0311615 | Time: 1148.98 ms [2022-04-18 09:33:04 main:574] : INFO : Epoch 1810 | loss: 0.0311387 | val_loss: 0.0311557 | Time: 11529.3 ms [2022-04-18 09:33:05 main:574] : INFO : Epoch 1811 | loss: 0.0311363 | val_loss: 0.0311633 | Time: 1167 ms [2022-04-18 09:33:07 main:574] : INFO : Epoch 1812 | loss: 0.0311437 | val_loss: 0.031162 | Time: 1149.62 ms [2022-04-18 09:33:08 main:574] : INFO : Epoch 1813 | loss: 0.0311419 | val_loss: 0.0311645 | Time: 1146.14 ms [2022-04-18 09:33:09 main:574] : INFO : Epoch 1814 | loss: 0.0311407 | val_loss: 0.0311551 | Time: 1160.92 ms [2022-04-18 09:33:10 main:574] : INFO : Epoch 1815 | loss: 0.0311375 | val_loss: 0.0311561 | Time: 1141.05 ms [2022-04-18 09:33:11 main:574] : INFO : Epoch 1816 | loss: 0.0311409 | val_loss: 0.0311637 | Time: 1145.47 ms [2022-04-18 09:33:12 main:574] : INFO : Epoch 1817 | loss: 0.0311517 | val_loss: 0.0311594 | Time: 1148.27 ms [2022-04-18 09:33:13 main:574] : INFO : Epoch 1818 | loss: 0.0311476 | val_loss: 0.0311553 | Time: 1159.11 ms [2022-04-18 09:33:15 main:574] : INFO : Epoch 1819 | loss: 0.0311474 | val_loss: 0.031158 | Time: 1146.1 ms [2022-04-18 09:33:16 main:574] : INFO : Epoch 1820 | loss: 0.0311431 | val_loss: 0.0311551 | Time: 1138.26 ms [2022-04-18 09:33:17 main:574] : INFO : Epoch 1821 | loss: 0.0311428 | val_loss: 0.0311536 | Time: 1151.09 ms [2022-04-18 09:33:18 main:574] : INFO : Epoch 1822 | loss: 0.0311398 | val_loss: 0.0311547 | Time: 1150.78 ms [2022-04-18 09:33:19 main:574] : INFO : Epoch 1823 | loss: 0.0311386 | val_loss: 0.0311535 | Time: 1149.51 ms [2022-04-18 09:33:20 main:574] : INFO : Epoch 1824 | loss: 0.0311396 | val_loss: 0.0311546 | Time: 1146.06 ms [2022-04-18 09:33:21 main:574] : INFO : Epoch 1825 | loss: 0.0311394 | val_loss: 0.0311571 | Time: 1139.75 ms [2022-04-18 09:33:23 main:574] : INFO : Epoch 1826 | loss: 0.0311385 | val_loss: 0.0311523 | Time: 1145.97 ms [2022-04-18 09:33:24 main:574] : INFO : Epoch 1827 | loss: 0.0311367 | val_loss: 0.0311523 | Time: 1144.6 ms [2022-04-18 09:33:25 main:574] : INFO : Epoch 1828 | loss: 0.0311368 | val_loss: 0.0311558 | Time: 1142.51 ms [2022-04-18 09:33:26 main:574] : INFO : Epoch 1829 | loss: 0.0311351 | val_loss: 0.0311511 | Time: 1154.09 ms [2022-04-18 09:33:27 main:574] : INFO : Epoch 1830 | loss: 0.0311366 | val_loss: 0.0311549 | Time: 1154.4 ms [2022-04-18 09:33:28 main:574] : INFO : Epoch 1831 | loss: 0.0311383 | val_loss: 0.0311542 | Time: 1155.15 ms [2022-04-18 09:33:30 main:574] : INFO : Epoch 1832 | loss: 0.0311372 | val_loss: 0.0311555 | Time: 1154.02 ms [2022-04-18 09:33:31 main:574] : INFO : Epoch 1833 | loss: 0.0311356 | val_loss: 0.0311543 | Time: 1142.03 ms [2022-04-18 09:33:32 main:574] : INFO : Epoch 1834 | loss: 0.0311358 | val_loss: 0.0311571 | Time: 1147.2 ms [2022-04-18 09:33:33 main:574] : INFO : Epoch 1835 | loss: 0.031135 | val_loss: 0.0311568 | Time: 1137.48 ms [2022-04-18 09:33:34 main:574] : INFO : Epoch 1836 | loss: 0.0311351 | val_loss: 0.0311581 | Time: 1148.62 ms [2022-04-18 09:33:35 main:574] : INFO : Epoch 1837 | loss: 0.0311355 | val_loss: 0.0311605 | Time: 1152.31 ms [2022-04-18 09:33:37 main:574] : INFO : Epoch 1838 | loss: 0.0311345 | val_loss: 0.031157 | Time: 1155.37 ms [2022-04-18 09:33:38 main:574] : INFO : Epoch 1839 | loss: 0.0311318 | val_loss: 0.0311563 | Time: 1138.44 ms [2022-04-18 09:33:39 main:574] : INFO : Epoch 1840 | loss: 0.0311309 | val_loss: 0.031157 | Time: 1151.29 ms [2022-04-18 09:33:40 main:574] : INFO : Epoch 1841 | loss: 0.0311303 | val_loss: 0.0311547 | Time: 1147.11 ms [2022-04-18 09:33:41 main:574] : INFO : Epoch 1842 | loss: 0.0311318 | val_loss: 0.0311562 | Time: 1154.64 ms [2022-04-18 09:33:42 main:574] : INFO : Epoch 1843 | loss: 0.0311328 | val_loss: 0.0311592 | Time: 1150.98 ms [2022-04-18 09:33:43 main:574] : INFO : Epoch 1844 | loss: 0.031135 | val_loss: 0.0311599 | Time: 1160.21 ms [2022-04-18 09:33:45 main:574] : INFO : Epoch 1845 | loss: 0.0311322 | val_loss: 0.0311572 | Time: 1148.67 ms [2022-04-18 09:33:46 main:574] : INFO : Epoch 1846 | loss: 0.0311299 | val_loss: 0.0311551 | Time: 1147.08 ms [2022-04-18 09:33:47 main:574] : INFO : Epoch 1847 | loss: 0.0311293 | val_loss: 0.0311567 | Time: 1143.25 ms [2022-04-18 09:33:48 main:574] : INFO : Epoch 1848 | loss: 0.0311294 | val_loss: 0.0311539 | Time: 1138.24 ms [2022-04-18 09:33:49 main:574] : INFO : Epoch 1849 | loss: 0.0311312 | val_loss: 0.0311566 | Time: 1143.09 ms [2022-04-18 09:33:50 main:574] : INFO : Epoch 1850 | loss: 0.0311296 | val_loss: 0.0311542 | Time: 1141.19 ms [2022-04-18 09:33:52 main:574] : INFO : Epoch 1851 | loss: 0.0311295 | val_loss: 0.031152 | Time: 1164.89 ms [2022-04-18 09:33:53 main:574] : INFO : Epoch 1852 | loss: 0.0311297 | val_loss: 0.0311639 | Time: 1156.25 ms [2022-04-18 09:33:54 main:574] : INFO : Epoch 1853 | loss: 0.0311304 | val_loss: 0.0311574 | Time: 1148.5 ms [2022-04-18 09:33:55 main:574] : INFO : Epoch 1854 | loss: 0.0311293 | val_loss: 0.031158 | Time: 1137.61 ms [2022-04-18 09:33:56 main:574] : INFO : Epoch 1855 | loss: 0.0311283 | val_loss: 0.0311556 | Time: 1142.38 ms [2022-04-18 09:33:57 main:574] : INFO : Epoch 1856 | loss: 0.0311296 | val_loss: 0.0311549 | Time: 1156.35 ms [2022-04-18 09:33:58 main:574] : INFO : Epoch 1857 | loss: 0.0311285 | val_loss: 0.0311535 | Time: 1173.57 ms [2022-04-18 09:34:00 main:574] : INFO : Epoch 1858 | loss: 0.0311277 | val_loss: 0.0311567 | Time: 1147.61 ms [2022-04-18 09:34:01 main:574] : INFO : Epoch 1859 | loss: 0.0311307 | val_loss: 0.0311559 | Time: 1132.6 ms [2022-04-18 09:34:02 main:574] : INFO : Epoch 1860 | loss: 0.0311362 | val_loss: 0.0311611 | Time: 1147.54 ms [2022-04-18 09:34:03 main:574] : INFO : Epoch 1861 | loss: 0.0311437 | val_loss: 0.0311581 | Time: 1151.45 ms [2022-04-18 09:34:04 main:574] : INFO : Epoch 1862 | loss: 0.0311424 | val_loss: 0.0311638 | Time: 1152.47 ms [2022-04-18 09:34:05 main:574] : INFO : Epoch 1863 | loss: 0.0311451 | val_loss: 0.0311612 | Time: 1151.9 ms [2022-04-18 09:34:07 main:574] : INFO : Epoch 1864 | loss: 0.0311438 | val_loss: 0.0311693 | Time: 1147.68 ms [2022-04-18 09:34:08 main:574] : INFO : Epoch 1865 | loss: 0.0311394 | val_loss: 0.0311567 | Time: 1151.52 ms [2022-04-18 09:34:09 main:574] : INFO : Epoch 1866 | loss: 0.0311396 | val_loss: 0.0311705 | Time: 1154.36 ms [2022-04-18 09:34:10 main:574] : INFO : Epoch 1867 | loss: 0.0311408 | val_loss: 0.0311584 | Time: 1140.69 ms [2022-04-18 09:34:11 main:574] : INFO : Epoch 1868 | loss: 0.0311368 | val_loss: 0.0311599 | Time: 1149.27 ms [2022-04-18 09:34:12 main:574] : INFO : Epoch 1869 | loss: 0.0311359 | val_loss: 0.0311614 | Time: 1145.53 ms [2022-04-18 09:34:13 main:574] : INFO : Epoch 1870 | loss: 0.0311411 | val_loss: 0.0311565 | Time: 1149.6 ms [2022-04-18 09:34:15 main:574] : INFO : Epoch 1871 | loss: 0.0311423 | val_loss: 0.0311662 | Time: 1158.2 ms [2022-04-18 09:34:16 main:574] : INFO : Epoch 1872 | loss: 0.0311478 | val_loss: 0.0311633 | Time: 1146.48 ms [2022-04-18 09:34:17 main:574] : INFO : Epoch 1873 | loss: 0.0311501 | val_loss: 0.0311581 | Time: 1140.66 ms [2022-04-18 09:34:18 main:574] : INFO : Epoch 1874 | loss: 0.0311475 | val_loss: 0.0311578 | Time: 1139.08 ms [2022-04-18 09:34:19 main:574] : INFO : Epoch 1875 | loss: 0.0311501 | val_loss: 0.0311683 | Time: 1146.91 ms [2022-04-18 09:34:20 main:574] : INFO : Epoch 1876 | loss: 0.0512017 | val_loss: 0.0510081 | Time: 1154.22 ms [2022-04-18 09:34:22 main:574] : INFO : Epoch 1877 | loss: 0.0400096 | val_loss: 0.0387297 | Time: 1153.07 ms [2022-04-18 09:34:23 main:574] : INFO : Epoch 1878 | loss: 0.0354407 | val_loss: 0.0321325 | Time: 1152.29 ms [2022-04-18 09:34:24 main:574] : INFO : Epoch 1879 | loss: 0.0315301 | val_loss: 0.0313759 | Time: 1147.42 ms [2022-04-18 09:34:25 main:574] : INFO : Epoch 1880 | loss: 0.0313076 | val_loss: 0.0312668 | Time: 1164.18 ms [2022-04-18 09:34:26 main:574] : INFO : Epoch 1881 | loss: 0.0312577 | val_loss: 0.0312485 | Time: 1142.05 ms [2022-04-18 09:34:27 main:574] : INFO : Epoch 1882 | loss: 0.031244 | val_loss: 0.0312418 | Time: 1148.19 ms [2022-04-18 09:34:28 main:574] : INFO : Epoch 1883 | loss: 0.0312388 | val_loss: 0.0312398 | Time: 1144.72 ms [2022-04-18 09:34:30 main:574] : INFO : Epoch 1884 | loss: 0.0312359 | val_loss: 0.0312353 | Time: 1149.2 ms [2022-04-18 09:34:31 main:574] : INFO : Epoch 1885 | loss: 0.0312338 | val_loss: 0.0312342 | Time: 1138.1 ms [2022-04-18 09:34:32 main:574] : INFO : Epoch 1886 | loss: 0.0312321 | val_loss: 0.0312321 | Time: 1143.3 ms [2022-04-18 09:34:33 main:574] : INFO : Epoch 1887 | loss: 0.0312296 | val_loss: 0.0312284 | Time: 1154.78 ms [2022-04-18 09:34:34 main:574] : INFO : Epoch 1888 | loss: 0.0312263 | val_loss: 0.0312264 | Time: 1143.9 ms [2022-04-18 09:34:35 main:574] : INFO : Epoch 1889 | loss: 0.0312253 | val_loss: 0.0312247 | Time: 1148.33 ms [2022-04-18 09:34:37 main:574] : INFO : Epoch 1890 | loss: 0.0312227 | val_loss: 0.0312218 | Time: 1152.56 ms [2022-04-18 09:34:38 main:574] : INFO : Epoch 1891 | loss: 0.0312195 | val_loss: 0.0312202 | Time: 1156.57 ms [2022-04-18 09:34:39 main:574] : INFO : Epoch 1892 | loss: 0.0312176 | val_loss: 0.0312186 | Time: 1157.63 ms [2022-04-18 09:34:40 main:574] : INFO : Epoch 1893 | loss: 0.031216 | val_loss: 0.0312162 | Time: 1139.48 ms [2022-04-18 09:34:41 main:574] : INFO : Epoch 1894 | loss: 0.0312134 | val_loss: 0.0312148 | Time: 1161.2 ms [2022-04-18 09:34:42 main:574] : INFO : Epoch 1895 | loss: 0.0312114 | val_loss: 0.0312121 | Time: 1140.97 ms [2022-04-18 09:34:43 main:574] : INFO : Epoch 1896 | loss: 0.0312097 | val_loss: 0.0312112 | Time: 1140.99 ms [2022-04-18 09:34:45 main:574] : INFO : Epoch 1897 | loss: 0.0312073 | val_loss: 0.0312088 | Time: 1156.48 ms [2022-04-18 09:34:46 main:574] : INFO : Epoch 1898 | loss: 0.0312056 | val_loss: 0.0312079 | Time: 1141.27 ms [2022-04-18 09:34:47 main:574] : INFO : Epoch 1899 | loss: 0.0312042 | val_loss: 0.0312059 | Time: 1146.99 ms [2022-04-18 09:34:48 main:574] : INFO : Epoch 1900 | loss: 0.0312012 | val_loss: 0.0312022 | Time: 1153.18 ms [2022-04-18 09:34:49 main:574] : INFO : Epoch 1901 | loss: 0.0311979 | val_loss: 0.0311978 | Time: 1145.38 ms [2022-04-18 09:34:50 main:574] : INFO : Epoch 1902 | loss: 0.0311945 | val_loss: 0.0311967 | Time: 1143.14 ms [2022-04-18 09:34:52 main:574] : INFO : Epoch 1903 | loss: 0.0311925 | val_loss: 0.0311948 | Time: 1144.69 ms [2022-04-18 09:34:53 main:574] : INFO : Epoch 1904 | loss: 0.0311913 | val_loss: 0.0311939 | Time: 1147.1 ms [2022-04-18 09:34:54 main:574] : INFO : Epoch 1905 | loss: 0.0311885 | val_loss: 0.0311923 | Time: 1160.82 ms [2022-04-18 09:34:55 main:574] : INFO : Epoch 1906 | loss: 0.0311873 | val_loss: 0.0311878 | Time: 1143.37 ms [2022-04-18 09:34:56 main:574] : INFO : Epoch 1907 | loss: 0.0311812 | val_loss: 0.0311849 | Time: 1142.25 ms [2022-04-18 09:34:57 main:574] : INFO : Epoch 1908 | loss: 0.0311799 | val_loss: 0.0311938 | Time: 1140.08 ms [2022-04-18 09:34:58 main:574] : INFO : Epoch 1909 | loss: 0.0311774 | val_loss: 0.0311792 | Time: 1150.08 ms [2022-04-18 09:35:00 main:574] : INFO : Epoch 1910 | loss: 0.0311741 | val_loss: 0.0311774 | Time: 1156.29 ms [2022-04-18 09:35:01 main:574] : INFO : Epoch 1911 | loss: 0.0311708 | val_loss: 0.0311741 | Time: 1150.46 ms [2022-04-18 09:35:02 main:574] : INFO : Epoch 1912 | loss: 0.0311676 | val_loss: 0.0311717 | Time: 1153.54 ms [2022-04-18 09:35:03 main:574] : INFO : Epoch 1913 | loss: 0.0311658 | val_loss: 0.0311707 | Time: 1157.54 ms [2022-04-18 09:35:04 main:574] : INFO : Epoch 1914 | loss: 0.0311647 | val_loss: 0.0311686 | Time: 1157.32 ms [2022-04-18 09:35:05 main:574] : INFO : Epoch 1915 | loss: 0.0311645 | val_loss: 0.031174 | Time: 1153.32 ms [2022-04-18 09:35:07 main:574] : INFO : Epoch 1916 | loss: 0.0311659 | val_loss: 0.0311711 | Time: 1163.06 ms [2022-04-18 09:35:08 main:574] : INFO : Epoch 1917 | loss: 0.0311628 | val_loss: 0.031167 | Time: 1148.65 ms [2022-04-18 09:35:09 main:574] : INFO : Epoch 1918 | loss: 0.0311616 | val_loss: 0.0311659 | Time: 1145.3 ms [2022-04-18 09:35:10 main:574] : INFO : Epoch 1919 | loss: 0.0311617 | val_loss: 0.0311702 | Time: 1143.6 ms [2022-04-18 09:35:11 main:574] : INFO : Epoch 1920 | loss: 0.0311604 | val_loss: 0.0311629 | Time: 1144.34 ms [2022-04-18 09:35:12 main:574] : INFO : Epoch 1921 | loss: 0.0311601 | val_loss: 0.0311629 | Time: 1144.44 ms [2022-04-18 09:35:14 main:574] : INFO : Epoch 1922 | loss: 0.0311584 | val_loss: 0.0311641 | Time: 1142.45 ms [2022-04-18 09:35:15 main:574] : INFO : Epoch 1923 | loss: 0.0311576 | val_loss: 0.0311627 | Time: 1141.3 ms [2022-04-18 09:35:16 main:574] : INFO : Epoch 1924 | loss: 0.0311581 | val_loss: 0.0311607 | Time: 1151.45 ms [2022-04-18 09:35:17 main:574] : INFO : Epoch 1925 | loss: 0.0311573 | val_loss: 0.0311604 | Time: 1133.05 ms [2022-04-18 09:35:18 main:574] : INFO : Epoch 1926 | loss: 0.031156 | val_loss: 0.0311595 | Time: 1138.62 ms [2022-04-18 09:35:19 main:574] : INFO : Epoch 1927 | loss: 0.0311558 | val_loss: 0.0311588 | Time: 1143.25 ms [2022-04-18 09:35:20 main:574] : INFO : Epoch 1928 | loss: 0.0311552 | val_loss: 0.0311594 | Time: 1149.01 ms [2022-04-18 09:35:22 main:574] : INFO : Epoch 1929 | loss: 0.0311576 | val_loss: 0.0311651 | Time: 1135.2 ms [2022-04-18 09:35:23 main:574] : INFO : Epoch 1930 | loss: 0.0311587 | val_loss: 0.0311587 | Time: 1139.02 ms [2022-04-18 09:35:24 main:574] : INFO : Epoch 1931 | loss: 0.0311584 | val_loss: 0.031169 | Time: 1146.23 ms [2022-04-18 09:35:25 main:574] : INFO : Epoch 1932 | loss: 0.0311565 | val_loss: 0.0311617 | Time: 1152.01 ms [2022-04-18 09:35:26 main:574] : INFO : Epoch 1933 | loss: 0.0311551 | val_loss: 0.0311604 | Time: 1149.59 ms [2022-04-18 09:35:27 main:574] : INFO : Epoch 1934 | loss: 0.0311578 | val_loss: 0.0311591 | Time: 1147.64 ms [2022-04-18 09:35:28 main:574] : INFO : Epoch 1935 | loss: 0.0311574 | val_loss: 0.0311596 | Time: 1141.08 ms [2022-04-18 09:35:30 main:574] : INFO : Epoch 1936 | loss: 0.0311537 | val_loss: 0.0311608 | Time: 1157.35 ms [2022-04-18 09:35:31 main:574] : INFO : Epoch 1937 | loss: 0.0311541 | val_loss: 0.0311608 | Time: 1155.88 ms [2022-04-18 09:35:32 main:574] : INFO : Epoch 1938 | loss: 0.0311539 | val_loss: 0.0311614 | Time: 1147.57 ms [2022-04-18 09:35:33 main:574] : INFO : Epoch 1939 | loss: 0.0311567 | val_loss: 0.0311643 | Time: 1155.86 ms [2022-04-18 09:35:34 main:574] : INFO : Epoch 1940 | loss: 0.0311567 | val_loss: 0.0311596 | Time: 1152.05 ms [2022-04-18 09:35:35 main:574] : INFO : Epoch 1941 | loss: 0.0311552 | val_loss: 0.0311648 | Time: 1139.76 ms [2022-04-18 09:35:37 main:574] : INFO : Epoch 1942 | loss: 0.0311561 | val_loss: 0.031162 | Time: 1146.55 ms [2022-04-18 09:35:38 main:574] : INFO : Epoch 1943 | loss: 0.0311551 | val_loss: 0.0311635 | Time: 1137.58 ms [2022-04-18 09:35:39 main:574] : INFO : Epoch 1944 | loss: 0.0311566 | val_loss: 0.0311678 | Time: 1147.26 ms [2022-04-18 09:35:40 main:574] : INFO : Epoch 1945 | loss: 0.0311547 | val_loss: 0.0311613 | Time: 1154.85 ms [2022-04-18 09:35:41 main:574] : INFO : Epoch 1946 | loss: 0.0311537 | val_loss: 0.0311612 | Time: 1154.91 ms [2022-04-18 09:35:42 main:574] : INFO : Epoch 1947 | loss: 0.0311532 | val_loss: 0.031162 | Time: 1147.14 ms [2022-04-18 09:35:43 main:574] : INFO : Epoch 1948 | loss: 0.0311527 | val_loss: 0.0311614 | Time: 1153.51 ms [2022-04-18 09:35:45 main:574] : INFO : Epoch 1949 | loss: 0.0311522 | val_loss: 0.0311617 | Time: 1149.05 ms [2022-04-18 09:35:46 main:574] : INFO : Epoch 1950 | loss: 0.0311523 | val_loss: 0.0311614 | Time: 1154.22 ms [2022-04-18 09:35:47 main:574] : INFO : Epoch 1951 | loss: 0.0311537 | val_loss: 0.0311588 | Time: 1147.3 ms [2022-04-18 09:35:48 main:574] : INFO : Epoch 1952 | loss: 0.0311532 | val_loss: 0.0311663 | Time: 1159.79 ms [2022-04-18 09:35:49 main:574] : INFO : Epoch 1953 | loss: 0.0311561 | val_loss: 0.0311613 | Time: 1134.94 ms [2022-04-18 09:35:50 main:574] : INFO : Epoch 1954 | loss: 0.0311521 | val_loss: 0.0311608 | Time: 1141.88 ms [2022-04-18 09:35:52 main:574] : INFO : Epoch 1955 | loss: 0.0311503 | val_loss: 0.0311689 | Time: 1151.78 ms [2022-04-18 09:35:53 main:574] : INFO : Epoch 1956 | loss: 0.0311518 | val_loss: 0.0311604 | Time: 1145.52 ms [2022-04-18 09:35:54 main:574] : INFO : Epoch 1957 | loss: 0.0311511 | val_loss: 0.0311612 | Time: 1148.29 ms [2022-04-18 09:35:55 main:574] : INFO : Epoch 1958 | loss: 0.031151 | val_loss: 0.031165 | Time: 1151.07 ms [2022-04-18 09:35:56 main:574] : INFO : Epoch 1959 | loss: 0.0311506 | val_loss: 0.0311639 | Time: 1148.55 ms [2022-04-18 09:35:57 main:574] : INFO : Epoch 1960 | loss: 0.0311499 | val_loss: 0.0311608 | Time: 1147.11 ms [2022-04-18 09:35:59 main:574] : INFO : Epoch 1961 | loss: 0.0311511 | val_loss: 0.0311599 | Time: 1149.32 ms [2022-04-18 09:36:00 main:574] : INFO : Epoch 1962 | loss: 0.031152 | val_loss: 0.0311585 | Time: 1143.43 ms [2022-04-18 09:36:01 main:574] : INFO : Epoch 1963 | loss: 0.0311516 | val_loss: 0.031157 | Time: 1133.18 ms [2022-04-18 09:36:02 main:574] : INFO : Epoch 1964 | loss: 0.031149 | val_loss: 0.0311588 | Time: 1142.52 ms [2022-04-18 09:36:03 main:574] : INFO : Epoch 1965 | loss: 0.0311482 | val_loss: 0.031157 | Time: 1163.39 ms [2022-04-18 09:36:04 main:574] : INFO : Epoch 1966 | loss: 0.0311478 | val_loss: 0.031157 | Time: 1138.99 ms [2022-04-18 09:36:05 main:574] : INFO : Epoch 1967 | loss: 0.0311478 | val_loss: 0.0311583 | Time: 1143.08 ms [2022-04-18 09:36:07 main:574] : INFO : Epoch 1968 | loss: 0.0311473 | val_loss: 0.0311577 | Time: 1147.9 ms [2022-04-18 09:36:08 main:574] : INFO : Epoch 1969 | loss: 0.0311477 | val_loss: 0.0311578 | Time: 1149.04 ms [2022-04-18 09:36:09 main:574] : INFO : Epoch 1970 | loss: 0.0311462 | val_loss: 0.0311583 | Time: 1152.9 ms [2022-04-18 09:36:10 main:574] : INFO : Epoch 1971 | loss: 0.0311496 | val_loss: 0.0311599 | Time: 1147.93 ms [2022-04-18 09:36:11 main:574] : INFO : Epoch 1972 | loss: 0.0311465 | val_loss: 0.0311581 | Time: 1144.13 ms [2022-04-18 09:36:12 main:574] : INFO : Epoch 1973 | loss: 0.0311455 | val_loss: 0.0311619 | Time: 1144.2 ms [2022-04-18 09:36:13 main:574] : INFO : Epoch 1974 | loss: 0.031146 | val_loss: 0.0311606 | Time: 1158.44 ms [2022-04-18 09:36:15 main:574] : INFO : Epoch 1975 | loss: 0.0311467 | val_loss: 0.0311583 | Time: 1140.7 ms [2022-04-18 09:36:16 main:574] : INFO : Epoch 1976 | loss: 0.0311461 | val_loss: 0.0311637 | Time: 1141.47 ms [2022-04-18 09:36:17 main:574] : INFO : Epoch 1977 | loss: 0.0311485 | val_loss: 0.0311585 | Time: 1155.15 ms [2022-04-18 09:36:18 main:574] : INFO : Epoch 1978 | loss: 0.0311479 | val_loss: 0.0311573 | Time: 1144.72 ms [2022-04-18 09:36:19 main:574] : INFO : Epoch 1979 | loss: 0.0311585 | val_loss: 0.031166 | Time: 1140.35 ms [2022-04-18 09:36:20 main:574] : INFO : Epoch 1980 | loss: 0.031174 | val_loss: 0.031182 | Time: 1142.46 ms [2022-04-18 09:36:22 main:574] : INFO : Epoch 1981 | loss: 0.0312022 | val_loss: 0.0312215 | Time: 1149.71 ms [2022-04-18 09:36:23 main:574] : INFO : Epoch 1982 | loss: 0.0312266 | val_loss: 0.0312193 | Time: 1147.76 ms [2022-04-18 09:36:24 main:574] : INFO : Epoch 1983 | loss: 0.0312115 | val_loss: 0.0311971 | Time: 1149.94 ms [2022-04-18 09:36:25 main:574] : INFO : Epoch 1984 | loss: 0.0312001 | val_loss: 0.031191 | Time: 1148.62 ms [2022-04-18 09:36:26 main:574] : INFO : Epoch 1985 | loss: 0.0311955 | val_loss: 0.0311905 | Time: 1134.3 ms [2022-04-18 09:36:27 main:574] : INFO : Epoch 1986 | loss: 0.0311932 | val_loss: 0.0311884 | Time: 1145.44 ms [2022-04-18 09:36:28 main:574] : INFO : Epoch 1987 | loss: 0.0311916 | val_loss: 0.0311931 | Time: 1140.93 ms [2022-04-18 09:36:30 main:574] : INFO : Epoch 1988 | loss: 0.0311915 | val_loss: 0.0311875 | Time: 1147.15 ms [2022-04-18 09:36:31 main:574] : INFO : Epoch 1989 | loss: 0.03119 | val_loss: 0.0311869 | Time: 1145.47 ms [2022-04-18 09:36:32 main:574] : INFO : Epoch 1990 | loss: 0.0311888 | val_loss: 0.0311877 | Time: 1137.61 ms [2022-04-18 09:36:33 main:574] : INFO : Epoch 1991 | loss: 0.0311878 | val_loss: 0.0311855 | Time: 1146.69 ms [2022-04-18 09:36:34 main:574] : INFO : Epoch 1992 | loss: 0.0311866 | val_loss: 0.0311862 | Time: 1141.7 ms [2022-04-18 09:36:35 main:574] : INFO : Epoch 1993 | loss: 0.0311861 | val_loss: 0.0311859 | Time: 1136.84 ms [2022-04-18 09:36:36 main:574] : INFO : Epoch 1994 | loss: 0.0311859 | val_loss: 0.0311875 | Time: 1137.1 ms [2022-04-18 09:36:38 main:574] : INFO : Epoch 1995 | loss: 0.0311858 | val_loss: 0.031196 | Time: 1146.63 ms [2022-04-18 09:36:39 main:574] : INFO : Epoch 1996 | loss: 0.0311862 | val_loss: 0.0312034 | Time: 1142.71 ms [2022-04-18 09:36:40 main:574] : INFO : Epoch 1997 | loss: 0.0311883 | val_loss: 0.0312028 | Time: 1146.32 ms [2022-04-18 09:36:41 main:574] : INFO : Epoch 1998 | loss: 0.031185 | val_loss: 0.0311881 | Time: 1149.09 ms [2022-04-18 09:36:42 main:574] : INFO : Epoch 1999 | loss: 0.0311864 | val_loss: 0.0311865 | Time: 1153.01 ms [2022-04-18 09:36:43 main:574] : INFO : Epoch 2000 | loss: 0.0311857 | val_loss: 0.031184 | Time: 1152.16 ms [2022-04-18 09:36:45 main:574] : INFO : Epoch 2001 | loss: 0.0311844 | val_loss: 0.0312176 | Time: 1144.92 ms [2022-04-18 09:36:46 main:574] : INFO : Epoch 2002 | loss: 0.0311835 | val_loss: 0.0312029 | Time: 1148.98 ms [2022-04-18 09:36:47 main:574] : INFO : Epoch 2003 | loss: 0.0311836 | val_loss: 0.0311854 | Time: 1153.32 ms [2022-04-18 09:36:48 main:574] : INFO : Epoch 2004 | loss: 0.0311885 | val_loss: 0.0311851 | Time: 1140.64 ms [2022-04-18 09:36:49 main:574] : INFO : Epoch 2005 | loss: 0.0311848 | val_loss: 0.0311853 | Time: 1167.93 ms [2022-04-18 09:36:50 main:574] : INFO : Epoch 2006 | loss: 0.0311829 | val_loss: 0.0311899 | Time: 1147.44 ms [2022-04-18 09:36:52 main:574] : INFO : Epoch 2007 | loss: 0.0311827 | val_loss: 0.031185 | Time: 1149.81 ms [2022-04-18 09:36:53 main:574] : INFO : Epoch 2008 | loss: 0.0311816 | val_loss: 0.0311846 | Time: 1140.64 ms [2022-04-18 09:36:54 main:574] : INFO : Epoch 2009 | loss: 0.0311816 | val_loss: 0.0311864 | Time: 1133.08 ms [2022-04-18 09:36:55 main:574] : INFO : Epoch 2010 | loss: 0.0311817 | val_loss: 0.0311851 | Time: 1142.25 ms [2022-04-18 09:36:56 main:574] : INFO : Epoch 2011 | loss: 0.0311841 | val_loss: 0.0311857 | Time: 1161.5 ms [2022-04-18 09:36:57 main:574] : INFO : Epoch 2012 | loss: 0.0311839 | val_loss: 0.0311872 | Time: 1145.53 ms [2022-04-18 09:36:58 main:574] : INFO : Epoch 2013 | loss: 0.0311808 | val_loss: 0.0311843 | Time: 1149 ms [2022-04-18 09:37:00 main:574] : INFO : Epoch 2014 | loss: 0.0311843 | val_loss: 0.0311903 | Time: 1141.96 ms [2022-04-18 09:37:01 main:574] : INFO : Epoch 2015 | loss: 0.0311844 | val_loss: 0.0311865 | Time: 1146 ms [2022-04-18 09:37:02 main:574] : INFO : Epoch 2016 | loss: 0.031184 | val_loss: 0.0311868 | Time: 1148.04 ms [2022-04-18 09:37:03 main:574] : INFO : Epoch 2017 | loss: 0.0311847 | val_loss: 0.0311895 | Time: 1157.36 ms [2022-04-18 09:37:04 main:574] : INFO : Epoch 2018 | loss: 0.0311816 | val_loss: 0.0311846 | Time: 1137.55 ms [2022-04-18 09:37:05 main:574] : INFO : Epoch 2019 | loss: 0.0311816 | val_loss: 0.0311861 | Time: 1151.71 ms [2022-04-18 09:37:06 main:574] : INFO : Epoch 2020 | loss: 0.0311796 | val_loss: 0.0311845 | Time: 1136.5 ms [2022-04-18 09:37:08 main:574] : INFO : Epoch 2021 | loss: 0.0311803 | val_loss: 0.0311842 | Time: 1146.25 ms [2022-04-18 09:37:09 main:574] : INFO : Epoch 2022 | loss: 0.0311811 | val_loss: 0.0311836 | Time: 1142.37 ms [2022-04-18 09:37:10 main:574] : INFO : Epoch 2023 | loss: 0.0311821 | val_loss: 0.0311835 | Time: 1138.23 ms [2022-04-18 09:37:11 main:574] : INFO : Epoch 2024 | loss: 0.0311824 | val_loss: 0.0311844 | Time: 1151.45 ms [2022-04-18 09:37:12 main:574] : INFO : Epoch 2025 | loss: 0.0311821 | val_loss: 0.0311838 | Time: 1142.79 ms [2022-04-18 09:37:13 main:574] : INFO : Epoch 2026 | loss: 0.0311844 | val_loss: 0.0311922 | Time: 1155.81 ms [2022-04-18 09:37:15 main:574] : INFO : Epoch 2027 | loss: 0.0311837 | val_loss: 0.0311842 | Time: 1149.77 ms [2022-04-18 09:37:16 main:574] : INFO : Epoch 2028 | loss: 0.0311812 | val_loss: 0.0311852 | Time: 1151.49 ms [2022-04-18 09:37:17 main:574] : INFO : Epoch 2029 | loss: 0.0311819 | val_loss: 0.0311846 | Time: 1138.54 ms [2022-04-18 09:37:18 main:574] : INFO : Epoch 2030 | loss: 0.0311835 | val_loss: 0.0311858 | Time: 1146.76 ms [2022-04-18 09:37:19 main:574] : INFO : Epoch 2031 | loss: 0.0311805 | val_loss: 0.0311844 | Time: 1151.45 ms [2022-04-18 09:37:20 main:574] : INFO : Epoch 2032 | loss: 0.0311801 | val_loss: 0.0311846 | Time: 1146.75 ms [2022-04-18 09:37:21 main:574] : INFO : Epoch 2033 | loss: 0.0311811 | val_loss: 0.0311843 | Time: 1145.31 ms [2022-04-18 09:37:23 main:574] : INFO : Epoch 2034 | loss: 0.0311802 | val_loss: 0.0311851 | Time: 1151.3 ms [2022-04-18 09:37:24 main:574] : INFO : Epoch 2035 | loss: 0.031179 | val_loss: 0.0311827 | Time: 1145.52 ms [2022-04-18 09:37:25 main:574] : INFO : Epoch 2036 | loss: 0.0311788 | val_loss: 0.0311825 | Time: 1149.22 ms [2022-04-18 09:37:26 main:574] : INFO : Epoch 2037 | loss: 0.031179 | val_loss: 0.0311836 | Time: 1145.91 ms [2022-04-18 09:37:27 main:574] : INFO : Epoch 2038 | loss: 0.0311808 | val_loss: 0.0311874 | Time: 1153.91 ms [2022-04-18 09:37:28 main:574] : INFO : Epoch 2039 | loss: 0.0311793 | val_loss: 0.0311844 | Time: 1151.1 ms [2022-04-18 09:37:30 main:574] : INFO : Epoch 2040 | loss: 0.0311779 | val_loss: 0.0311852 | Time: 1159.86 ms [2022-04-18 09:37:31 main:574] : INFO : Epoch 2041 | loss: 0.0311777 | val_loss: 0.0311845 | Time: 1151.69 ms [2022-04-18 09:37:32 main:574] : INFO : Epoch 2042 | loss: 0.0311772 | val_loss: 0.0311839 | Time: 1155.66 ms [2022-04-18 09:37:33 main:574] : INFO : Epoch 2043 | loss: 0.0311813 | val_loss: 0.031184 | Time: 1141.37 ms [2022-04-18 09:37:34 main:574] : INFO : Epoch 2044 | loss: 0.0311778 | val_loss: 0.0311943 | Time: 1146.66 ms [2022-04-18 09:37:35 main:574] : INFO : Epoch 2045 | loss: 0.0311827 | val_loss: 0.0311984 | Time: 1142.48 ms [2022-04-18 09:37:36 main:574] : INFO : Epoch 2046 | loss: 0.0311794 | val_loss: 0.0311842 | Time: 1141.81 ms [2022-04-18 09:37:38 main:574] : INFO : Epoch 2047 | loss: 0.0311769 | val_loss: 0.0311837 | Time: 1146.81 ms [2022-04-18 09:37:39 main:574] : INFO : Epoch 2048 | loss: 0.0311773 | val_loss: 0.0311841 | Time: 1148.29 ms [2022-04-18 09:37:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311841 [2022-04-18 09:37:39 main:603] : INFO : Saving end state to config to file [2022-04-18 09:37:39 main:608] : INFO : Success, exiting.. 09:37:39 (17136): 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)