Task 14595743
| Name | ParityModified-1647049054-14870-3-0_0 |
| Workunit | 11617683 |
| Created | 10 Apr 2022, 15:53:37 UTC |
| Sent | 11 Apr 2022, 3:24:55 UTC |
| Report deadline | 19 Apr 2022, 3:24:55 UTC |
| Received | 11 Apr 2022, 15:18:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8850 |
| Run time | 50 min 20 sec |
| CPU time | 42 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1390.6 ms [2022-04-11 15:11:39 main:574] : INFO : Epoch 1542 | loss: 0.0308803 | val_loss: 0.031024 | Time: 1505.72 ms [2022-04-11 15:11:40 main:574] : INFO : Epoch 1543 | loss: 0.0308681 | val_loss: 0.0310373 | Time: 1398.22 ms [2022-04-11 15:11:42 main:574] : INFO : Epoch 1544 | loss: 0.0308634 | val_loss: 0.0310352 | Time: 1442.14 ms [2022-04-11 15:11:43 main:574] : INFO : Epoch 1545 | loss: 0.0308562 | val_loss: 0.0310352 | Time: 1381.86 ms [2022-04-11 15:11:44 main:574] : INFO : Epoch 1546 | loss: 0.0308586 | val_loss: 0.0310273 | Time: 1350.69 ms [2022-04-11 15:11:46 main:574] : INFO : Epoch 1547 | loss: 0.0308598 | val_loss: 0.0310288 | Time: 1446.39 ms [2022-04-11 15:11:47 main:574] : INFO : Epoch 1548 | loss: 0.0308549 | val_loss: 0.0310268 | Time: 1537.49 ms [2022-04-11 15:11:49 main:574] : INFO : Epoch 1549 | loss: 0.0308574 | val_loss: 0.0310136 | Time: 1474.86 ms [2022-04-11 15:11:50 main:574] : INFO : Epoch 1550 | loss: 0.0308768 | val_loss: 0.031003 | Time: 1550.79 ms [2022-04-11 15:11:52 main:574] : INFO : Epoch 1551 | loss: 0.030863 | val_loss: 0.0310547 | Time: 1370.34 ms [2022-04-11 15:11:53 main:574] : INFO : Epoch 1552 | loss: 0.0308585 | val_loss: 0.0310317 | Time: 1478.07 ms [2022-04-11 15:11:55 main:574] : INFO : Epoch 1553 | loss: 0.0308521 | val_loss: 0.0310264 | Time: 1523.59 ms [2022-04-11 15:11:56 main:574] : INFO : Epoch 1554 | loss: 0.0308521 | val_loss: 0.0310288 | Time: 1444.13 ms [2022-04-11 15:11:58 main:574] : INFO : Epoch 1555 | loss: 0.030906 | val_loss: 0.0310658 | Time: 1495.76 ms [2022-04-11 15:11:59 main:574] : INFO : Epoch 1556 | loss: 0.0310861 | val_loss: 0.0310973 | Time: 1527.83 ms [2022-04-11 15:12:01 main:574] : INFO : Epoch 1557 | loss: 0.0310848 | val_loss: 0.0310762 | Time: 1432.44 ms [2022-04-11 15:12:02 main:574] : INFO : Epoch 1558 | loss: 0.0310668 | val_loss: 0.0310683 | Time: 1405.47 ms [2022-04-11 15:12:03 main:574] : INFO : Epoch 1559 | loss: 0.0310549 | val_loss: 0.0310599 | Time: 1402.47 ms [2022-04-11 15:12:05 main:574] : INFO : Epoch 1560 | loss: 0.0310415 | val_loss: 0.0310516 | Time: 1476.02 ms [2022-04-11 15:12:06 main:574] : INFO : Epoch 1561 | loss: 0.0310241 | val_loss: 0.0310428 | Time: 1455.97 ms [2022-04-11 15:12:08 main:574] : INFO : Epoch 1562 | loss: 0.0310095 | val_loss: 0.0310394 | Time: 1485.32 ms [2022-04-11 15:12:09 main:574] : INFO : Epoch 1563 | loss: 0.0310021 | val_loss: 0.0310308 | Time: 1352.25 ms [2022-04-11 15:12:11 main:574] : INFO : Epoch 1564 | loss: 0.0309965 | val_loss: 0.0310225 | Time: 1486.35 ms [2022-04-11 15:12:12 main:574] : INFO : Epoch 1565 | loss: 0.0309857 | val_loss: 0.0310185 | Time: 1363.95 ms [2022-04-11 15:12:14 main:574] : INFO : Epoch 1566 | loss: 0.0309753 | val_loss: 0.0310202 | Time: 1519.71 ms [2022-04-11 15:12:15 main:574] : INFO : Epoch 1567 | loss: 0.0309677 | val_loss: 0.0310275 | Time: 1509.15 ms [2022-04-11 15:12:17 main:574] : INFO : Epoch 1568 | loss: 0.0309616 | val_loss: 0.0310149 | Time: 1550.64 ms [2022-04-11 15:12:18 main:574] : INFO : Epoch 1569 | loss: 0.0309571 | val_loss: 0.0310226 | Time: 1419.81 ms [2022-04-11 15:12:20 main:574] : INFO : Epoch 1570 | loss: 0.0309509 | val_loss: 0.0310118 | Time: 1528.89 ms [2022-04-11 15:12:21 main:574] : INFO : Epoch 1571 | loss: 0.0309469 | val_loss: 0.0310113 | Time: 1497.36 ms [2022-04-11 15:12:23 main:574] : INFO : Epoch 1572 | loss: 0.0309407 | val_loss: 0.0310165 | Time: 1491.51 ms [2022-04-11 15:12:24 main:574] : INFO : Epoch 1573 | loss: 0.030939 | val_loss: 0.0309994 | Time: 1380.34 ms [2022-04-11 15:12:26 main:574] : INFO : Epoch 1574 | loss: 0.0309322 | val_loss: 0.0310027 | Time: 1484.6 ms [2022-04-11 15:12:27 main:574] : INFO : Epoch 1575 | loss: 0.0309253 | val_loss: 0.031 | Time: 1529.44 ms [2022-04-11 15:12:29 main:574] : INFO : Epoch 1576 | loss: 0.0309227 | val_loss: 0.0310043 | Time: 1522.27 ms [2022-04-11 15:12:30 main:574] : INFO : Epoch 1577 | loss: 0.030919 | val_loss: 0.0310173 | Time: 1432.57 ms [2022-04-11 15:12:32 main:574] : INFO : Epoch 1578 | loss: 0.030915 | val_loss: 0.031 | Time: 1485.87 ms [2022-04-11 15:12:33 main:574] : INFO : Epoch 1579 | loss: 0.0309058 | val_loss: 0.0309993 | Time: 1358.04 ms [2022-04-11 15:12:34 main:574] : INFO : Epoch 1580 | loss: 0.0308995 | val_loss: 0.03101 | Time: 1360.67 ms [2022-04-11 15:12:36 main:574] : INFO : Epoch 1581 | loss: 0.0308941 | val_loss: 0.0310227 | Time: 1521.09 ms [2022-04-11 15:12:37 main:574] : INFO : Epoch 1582 | loss: 0.0308901 | val_loss: 0.031008 | Time: 1447.71 ms [2022-04-11 15:12:39 main:574] : INFO : Epoch 1583 | loss: 0.0308838 | val_loss: 0.0310324 | Time: 1568.63 ms [2022-04-11 15:12:40 main:574] : INFO : Epoch 1584 | loss: 0.0308834 | val_loss: 0.031028 | Time: 1398.21 ms [2022-04-11 15:12:42 main:574] : INFO : Epoch 1585 | loss: 0.0308827 | val_loss: 0.0310168 | Time: 1364.08 ms [2022-04-11 15:12:43 main:574] : INFO : Epoch 1586 | loss: 0.0308777 | val_loss: 0.0310081 | Time: 1474.74 ms [2022-04-11 15:12:45 main:574] : INFO : Epoch 1587 | loss: 0.0308754 | val_loss: 0.0310276 | Time: 1508.62 ms [2022-04-11 15:12:46 main:574] : INFO : Epoch 1588 | loss: 0.0308835 | val_loss: 0.0310293 | Time: 1470.62 ms [2022-04-11 15:12:47 main:574] : INFO : Epoch 1589 | loss: 0.0308823 | val_loss: 0.0310279 | Time: 1363.97 ms [2022-04-11 15:12:49 main:574] : INFO : Epoch 1590 | loss: 0.0308738 | val_loss: 0.0310106 | Time: 1502.66 ms [2022-04-11 15:12:50 main:574] : INFO : Epoch 1591 | loss: 0.0308665 | val_loss: 0.0310386 | Time: 1378.29 ms [2022-04-11 15:12:52 main:574] : INFO : Epoch 1592 | loss: 0.0308613 | val_loss: 0.0310287 | Time: 1520.4 ms [2022-04-11 15:12:53 main:574] : INFO : Epoch 1593 | loss: 0.0308573 | val_loss: 0.0310306 | Time: 1507.79 ms [2022-04-11 15:12:55 main:574] : INFO : Epoch 1594 | loss: 0.0308734 | val_loss: 0.0310396 | Time: 1455.73 ms [2022-04-11 15:12:56 main:574] : INFO : Epoch 1595 | loss: 0.030869 | val_loss: 0.0310197 | Time: 1546.34 ms [2022-04-11 15:12:58 main:574] : INFO : Epoch 1596 | loss: 0.0308625 | val_loss: 0.0310439 | Time: 1521 ms [2022-04-11 15:12:59 main:574] : INFO : Epoch 1597 | loss: 0.030854 | val_loss: 0.0310417 | Time: 1344.23 ms [2022-04-11 15:13:01 main:574] : INFO : Epoch 1598 | loss: 0.0308592 | val_loss: 0.0310307 | Time: 1448.8 ms [2022-04-11 15:13:02 main:574] : INFO : Epoch 1599 | loss: 0.0308666 | val_loss: 0.0310173 | Time: 1355.81 ms [2022-04-11 15:13:04 main:574] : INFO : Epoch 1600 | loss: 0.030984 | val_loss: 0.0310374 | Time: 1484.35 ms [2022-04-11 15:13:05 main:574] : INFO : Epoch 1601 | loss: 0.030937 | val_loss: 0.0309885 | Time: 1515.26 ms [2022-04-11 15:13:07 main:574] : INFO : Epoch 1602 | loss: 0.0309078 | val_loss: 0.0310027 | Time: 1468.95 ms [2022-04-11 15:13:08 main:574] : INFO : Epoch 1603 | loss: 0.030891 | val_loss: 0.031006 | Time: 1474.27 ms [2022-04-11 15:13:10 main:574] : INFO : Epoch 1604 | loss: 0.0308814 | val_loss: 0.0310102 | Time: 1419.1 ms [2022-04-11 15:13:11 main:574] : INFO : Epoch 1605 | loss: 0.0308779 | val_loss: 0.0310138 | Time: 1487.18 ms [2022-04-11 15:13:12 main:574] : INFO : Epoch 1606 | loss: 0.0308722 | val_loss: 0.0310303 | Time: 1463.3 ms [2022-04-11 15:13:14 main:574] : INFO : Epoch 1607 | loss: 0.0308643 | val_loss: 0.0310336 | Time: 1523.9 ms [2022-04-11 15:13:15 main:574] : INFO : Epoch 1608 | loss: 0.030878 | val_loss: 0.0310217 | Time: 1417.58 ms [2022-04-11 15:13:17 main:574] : INFO : Epoch 1609 | loss: 0.0308621 | val_loss: 0.0310333 | Time: 1395.7 ms [2022-04-11 15:13:18 main:574] : INFO : Epoch 1610 | loss: 0.0308626 | val_loss: 0.0310074 | Time: 1366.25 ms [2022-04-11 15:13:20 main:574] : INFO : Epoch 1611 | loss: 0.0308555 | val_loss: 0.0310241 | Time: 1530.68 ms [2022-04-11 15:13:21 main:574] : INFO : Epoch 1612 | loss: 0.0308498 | val_loss: 0.0310246 | Time: 1379.95 ms [2022-04-11 15:13:23 main:574] : INFO : Epoch 1613 | loss: 0.0308539 | val_loss: 0.0310167 | Time: 1387.73 ms [2022-04-11 15:13:24 main:574] : INFO : Epoch 1614 | loss: 0.0308575 | val_loss: 0.0310252 | Time: 1487.02 ms [2022-04-11 15:13:26 main:574] : INFO : Epoch 1615 | loss: 0.0308511 | val_loss: 0.0310276 | Time: 1529.33 ms [2022-04-11 15:13:27 main:574] : INFO : Epoch 1616 | loss: 0.0308447 | val_loss: 0.0310398 | Time: 1469 ms [2022-04-11 15:13:29 main:574] : INFO : Epoch 1617 | loss: 0.0308398 | val_loss: 0.0310333 | Time: 1548.04 ms [2022-04-11 15:13:30 main:574] : INFO : Epoch 1618 | loss: 0.0308421 | val_loss: 0.031014 | Time: 1522.54 ms [2022-04-11 15:13:32 main:574] : INFO : Epoch 1619 | loss: 0.0308616 | val_loss: 0.0310139 | Time: 1493.32 ms [2022-04-11 15:13:33 main:574] : INFO : Epoch 1620 | loss: 0.0308804 | val_loss: 0.0310259 | Time: 1531.62 ms [2022-04-11 15:13:35 main:574] : INFO : Epoch 1621 | loss: 0.0308759 | val_loss: 0.0310066 | Time: 1442.51 ms [2022-04-11 15:13:36 main:574] : INFO : Epoch 1622 | loss: 0.0308644 | val_loss: 0.0310254 | Time: 1475.36 ms [2022-04-11 15:13:38 main:574] : INFO : Epoch 1623 | loss: 0.0308566 | val_loss: 0.0310311 | Time: 1478.65 ms [2022-04-11 15:13:39 main:574] : INFO : Epoch 1624 | loss: 0.0308658 | val_loss: 0.0310068 | Time: 1374.72 ms [2022-04-11 15:13:40 main:574] : INFO : Epoch 1625 | loss: 0.030855 | val_loss: 0.0310111 | Time: 1407.35 ms [2022-04-11 15:13:42 main:574] : INFO : Epoch 1626 | loss: 0.0308525 | val_loss: 0.0310222 | Time: 1502.97 ms [2022-04-11 15:13:44 main:574] : INFO : Epoch 1627 | loss: 0.0308699 | val_loss: 0.0310528 | Time: 1481.41 ms [2022-04-11 15:13:45 main:574] : INFO : Epoch 1628 | loss: 0.0308771 | val_loss: 0.0310584 | Time: 1487.09 ms [2022-04-11 15:13:46 main:574] : INFO : Epoch 1629 | loss: 0.0308576 | val_loss: 0.031013 | Time: 1382.08 ms [2022-04-11 15:13:48 main:574] : INFO : Epoch 1630 | loss: 0.0308502 | val_loss: 0.0310344 | Time: 1379.19 ms [2022-04-11 15:13:49 main:574] : INFO : Epoch 1631 | loss: 0.0308534 | val_loss: 0.0310407 | Time: 1415.64 ms [2022-04-11 15:13:51 main:574] : INFO : Epoch 1632 | loss: 0.0308502 | val_loss: 0.0310241 | Time: 1349.81 ms [2022-04-11 15:13:52 main:574] : INFO : Epoch 1633 | loss: 0.0308495 | val_loss: 0.0310496 | Time: 1512.98 ms [2022-04-11 15:13:54 main:574] : INFO : Epoch 1634 | loss: 0.030848 | val_loss: 0.0310213 | Time: 1494.52 ms [2022-04-11 15:13:55 main:574] : INFO : Epoch 1635 | loss: 0.030854 | val_loss: 0.0310692 | Time: 1354.94 ms [2022-04-11 15:13:57 main:574] : INFO : Epoch 1636 | loss: 0.0308628 | val_loss: 0.0310433 | Time: 1528.19 ms [2022-04-11 15:13:58 main:574] : INFO : Epoch 1637 | loss: 0.0308653 | val_loss: 0.0310356 | Time: 1493.8 ms [2022-04-11 15:14:00 main:574] : INFO : Epoch 1638 | loss: 0.0308581 | val_loss: 0.0310121 | Time: 1438.67 ms [2022-04-11 15:14:01 main:574] : INFO : Epoch 1639 | loss: 0.0308918 | val_loss: 0.0310891 | Time: 1499.61 ms [2022-04-11 15:14:02 main:574] : INFO : Epoch 1640 | loss: 0.0310608 | val_loss: 0.0310504 | Time: 1352.96 ms [2022-04-11 15:14:04 main:574] : INFO : Epoch 1641 | loss: 0.0310216 | val_loss: 0.0310291 | Time: 1474.71 ms [2022-04-11 15:14:05 main:574] : INFO : Epoch 1642 | loss: 0.0309949 | val_loss: 0.0310225 | Time: 1411 ms [2022-04-11 15:14:07 main:574] : INFO : Epoch 1643 | loss: 0.0309663 | val_loss: 0.03101 | Time: 1487.84 ms [2022-04-11 15:14:08 main:574] : INFO : Epoch 1644 | loss: 0.0309481 | val_loss: 0.0310272 | Time: 1471.06 ms [2022-04-11 15:14:10 main:574] : INFO : Epoch 1645 | loss: 0.0309364 | val_loss: 0.0310274 | Time: 1514.54 ms [2022-04-11 15:14:11 main:574] : INFO : Epoch 1646 | loss: 0.0309765 | val_loss: 0.0310165 | Time: 1559.16 ms [2022-04-11 15:14:13 main:574] : INFO : Epoch 1647 | loss: 0.0309299 | val_loss: 0.0310094 | Time: 1530.84 ms [2022-04-11 15:14:15 main:574] : INFO : Epoch 1648 | loss: 0.0308975 | val_loss: 0.0310006 | Time: 1474.45 ms [2022-04-11 15:14:16 main:574] : INFO : Epoch 1649 | loss: 0.0308865 | val_loss: 0.031025 | Time: 1367.61 ms [2022-04-11 15:14:17 main:574] : INFO : Epoch 1650 | loss: 0.0308818 | val_loss: 0.0310275 | Time: 1372.93 ms [2022-04-11 15:14:19 main:574] : INFO : Epoch 1651 | loss: 0.0308764 | val_loss: 0.0310252 | Time: 1502.41 ms [2022-04-11 15:14:20 main:574] : INFO : Epoch 1652 | loss: 0.0308717 | val_loss: 0.0310175 | Time: 1367.37 ms [2022-04-11 15:14:22 main:574] : INFO : Epoch 1653 | loss: 0.0308775 | val_loss: 0.0310362 | Time: 1471.05 ms [2022-04-11 15:14:23 main:574] : INFO : Epoch 1654 | loss: 0.0308821 | val_loss: 0.0310078 | Time: 1544.86 ms [2022-04-11 15:14:25 main:574] : INFO : Epoch 1655 | loss: 0.0308736 | val_loss: 0.0310293 | Time: 1497.67 ms [2022-04-11 15:14:26 main:574] : INFO : Epoch 1656 | loss: 0.0308588 | val_loss: 0.0310324 | Time: 1573.82 ms [2022-04-11 15:14:28 main:574] : INFO : Epoch 1657 | loss: 0.0308598 | val_loss: 0.0310205 | Time: 1354.13 ms [2022-04-11 15:14:29 main:574] : INFO : Epoch 1658 | loss: 0.0308589 | val_loss: 0.0310108 | Time: 1499.85 ms [2022-04-11 15:14:31 main:574] : INFO : Epoch 1659 | loss: 0.0308479 | val_loss: 0.0310345 | Time: 1518.67 ms [2022-04-11 15:14:32 main:574] : INFO : Epoch 1660 | loss: 0.0308473 | val_loss: 0.0310393 | Time: 1391.3 ms [2022-04-11 15:14:34 main:574] : INFO : Epoch 1661 | loss: 0.0308481 | val_loss: 0.0310197 | Time: 1408.5 ms [2022-04-11 15:14:35 main:574] : INFO : Epoch 1662 | loss: 0.0308629 | val_loss: 0.0310171 | Time: 1396.71 ms [2022-04-11 15:14:37 main:574] : INFO : Epoch 1663 | loss: 0.0308581 | val_loss: 0.0310297 | Time: 1512.99 ms [2022-04-11 15:14:38 main:574] : INFO : Epoch 1664 | loss: 0.0308602 | val_loss: 0.0310038 | Time: 1453.19 ms [2022-04-11 15:14:40 main:574] : INFO : Epoch 1665 | loss: 0.0308583 | val_loss: 0.0310058 | Time: 1522.89 ms [2022-04-11 15:14:41 main:574] : INFO : Epoch 1666 | loss: 0.0308522 | val_loss: 0.0310174 | Time: 1438.7 ms [2022-04-11 15:14:43 main:574] : INFO : Epoch 1667 | loss: 0.0308476 | val_loss: 0.0310364 | Time: 1530.91 ms [2022-04-11 15:14:44 main:574] : INFO : Epoch 1668 | loss: 0.0308408 | val_loss: 0.031031 | Time: 1524.7 ms [2022-04-11 15:14:46 main:574] : INFO : Epoch 1669 | loss: 0.0308376 | val_loss: 0.0310281 | Time: 1514.3 ms [2022-04-11 15:14:47 main:574] : INFO : Epoch 1670 | loss: 0.030848 | val_loss: 0.0310241 | Time: 1512.24 ms [2022-04-11 15:14:49 main:574] : INFO : Epoch 1671 | loss: 0.0308478 | val_loss: 0.0310377 | Time: 1381.03 ms [2022-04-11 15:14:50 main:574] : INFO : Epoch 1672 | loss: 0.0308366 | val_loss: 0.0310725 | Time: 1527.84 ms [2022-04-11 15:14:52 main:574] : INFO : Epoch 1673 | loss: 0.0308377 | val_loss: 0.031031 | Time: 1464.21 ms [2022-04-11 15:14:53 main:574] : INFO : Epoch 1674 | loss: 0.0308545 | val_loss: 0.0310335 | Time: 1367.6 ms [2022-04-11 15:14:54 main:574] : INFO : Epoch 1675 | loss: 0.03084 | val_loss: 0.0310239 | Time: 1477.4 ms [2022-04-11 15:14:56 main:574] : INFO : Epoch 1676 | loss: 0.030839 | val_loss: 0.0310098 | Time: 1460 ms [2022-04-11 15:14:57 main:574] : INFO : Epoch 1677 | loss: 0.0308403 | val_loss: 0.0310297 | Time: 1355.59 ms [2022-04-11 15:14:59 main:574] : INFO : Epoch 1678 | loss: 0.0308379 | val_loss: 0.0310593 | Time: 1456.34 ms [2022-04-11 15:15:00 main:574] : INFO : Epoch 1679 | loss: 0.0308566 | val_loss: 0.0310191 | Time: 1437.42 ms [2022-04-11 15:15:02 main:574] : INFO : Epoch 1680 | loss: 0.0308657 | val_loss: 0.0310367 | Time: 1472.59 ms [2022-04-11 15:15:03 main:574] : INFO : Epoch 1681 | loss: 0.0308497 | val_loss: 0.031044 | Time: 1484.98 ms [2022-04-11 15:15:05 main:574] : INFO : Epoch 1682 | loss: 0.0308411 | val_loss: 0.0310233 | Time: 1377.57 ms [2022-04-11 15:15:06 main:574] : INFO : Epoch 1683 | loss: 0.0308422 | val_loss: 0.0310257 | Time: 1512.61 ms [2022-04-11 15:15:08 main:574] : INFO : Epoch 1684 | loss: 0.0308413 | val_loss: 0.0310443 | Time: 1496.53 ms [2022-04-11 15:15:09 main:574] : INFO : Epoch 1685 | loss: 0.0308404 | val_loss: 0.0310304 | Time: 1457.77 ms [2022-04-11 15:15:11 main:574] : INFO : Epoch 1686 | loss: 0.0308386 | val_loss: 0.0310216 | Time: 1579.59 ms [2022-04-11 15:15:12 main:574] : INFO : Epoch 1687 | loss: 0.0308357 | val_loss: 0.0310171 | Time: 1368.76 ms [2022-04-11 15:15:14 main:574] : INFO : Epoch 1688 | loss: 0.030833 | val_loss: 0.0310453 | Time: 1507.99 ms [2022-04-11 15:15:15 main:574] : INFO : Epoch 1689 | loss: 0.0308365 | val_loss: 0.0310407 | Time: 1426.12 ms [2022-04-11 15:15:16 main:574] : INFO : Epoch 1690 | loss: 0.0308491 | val_loss: 0.0310333 | Time: 1453.31 ms [2022-04-11 15:15:18 main:574] : INFO : Epoch 1691 | loss: 0.0308538 | val_loss: 0.0310575 | Time: 1515.76 ms [2022-04-11 15:15:20 main:574] : INFO : Epoch 1692 | loss: 0.0308478 | val_loss: 0.0310382 | Time: 1545.38 ms [2022-04-11 15:15:21 main:574] : INFO : Epoch 1693 | loss: 0.0308422 | val_loss: 0.0310246 | Time: 1519.13 ms [2022-04-11 15:15:23 main:574] : INFO : Epoch 1694 | loss: 0.0308449 | val_loss: 0.031021 | Time: 1478.72 ms [2022-04-11 15:15:24 main:574] : INFO : Epoch 1695 | loss: 0.0308381 | val_loss: 0.0310518 | Time: 1474.6 ms [2022-04-11 15:15:26 main:574] : INFO : Epoch 1696 | loss: 0.0308394 | val_loss: 0.0310383 | Time: 1462.25 ms [2022-04-11 15:15:27 main:574] : INFO : Epoch 1697 | loss: 0.0308411 | val_loss: 0.0310087 | Time: 1358.59 ms [2022-04-11 15:15:28 main:574] : INFO : Epoch 1698 | loss: 0.0308474 | val_loss: 0.0310618 | Time: 1496.24 ms [2022-04-11 15:15:30 main:574] : INFO : Epoch 1699 | loss: 0.0308442 | val_loss: 0.0310662 | Time: 1394.38 ms [2022-04-11 15:15:31 main:574] : INFO : Epoch 1700 | loss: 0.0308446 | val_loss: 0.0310372 | Time: 1499.86 ms [2022-04-11 15:15:33 main:574] : INFO : Epoch 1701 | loss: 0.0308392 | val_loss: 0.0310382 | Time: 1362.66 ms [2022-04-11 15:15:34 main:574] : INFO : Epoch 1702 | loss: 0.0308455 | val_loss: 0.0310556 | Time: 1524.84 ms [2022-04-11 15:15:36 main:574] : INFO : Epoch 1703 | loss: 0.0308409 | val_loss: 0.0310396 | Time: 1507.11 ms [2022-04-11 15:15:37 main:574] : INFO : Epoch 1704 | loss: 0.0308353 | val_loss: 0.0310386 | Time: 1514.39 ms [2022-04-11 15:15:39 main:574] : INFO : Epoch 1705 | loss: 0.03083 | val_loss: 0.0310468 | Time: 1424.13 ms [2022-04-11 15:15:40 main:574] : INFO : Epoch 1706 | loss: 0.0308314 | val_loss: 0.0310651 | Time: 1385.22 ms [2022-04-11 15:15:42 main:574] : INFO : Epoch 1707 | loss: 0.030833 | val_loss: 0.0310577 | Time: 1476.54 ms [2022-04-11 15:15:43 main:574] : INFO : Epoch 1708 | loss: 0.0308326 | val_loss: 0.0310324 | Time: 1473.33 ms [2022-04-11 15:15:45 main:574] : INFO : Epoch 1709 | loss: 0.0308388 | val_loss: 0.0310515 | Time: 1380.8 ms [2022-04-11 15:15:46 main:574] : INFO : Epoch 1710 | loss: 0.030834 | val_loss: 0.0310285 | Time: 1510.26 ms [2022-04-11 15:15:47 main:574] : INFO : Epoch 1711 | loss: 0.0308309 | val_loss: 0.0310374 | Time: 1419.43 ms [2022-04-11 15:15:49 main:574] : INFO : Epoch 1712 | loss: 0.0308229 | val_loss: 0.031046 | Time: 1493.45 ms [2022-04-11 15:15:50 main:574] : INFO : Epoch 1713 | loss: 0.030825 | val_loss: 0.0310382 | Time: 1421.07 ms [2022-04-11 15:15:52 main:574] : INFO : Epoch 1714 | loss: 0.0308274 | val_loss: 0.0310569 | Time: 1377.86 ms [2022-04-11 15:15:53 main:574] : INFO : Epoch 1715 | loss: 0.0308297 | val_loss: 0.0310378 | Time: 1529.93 ms [2022-04-11 15:15:55 main:574] : INFO : Epoch 1716 | loss: 0.0308305 | val_loss: 0.0310478 | Time: 1345.86 ms [2022-04-11 15:15:56 main:574] : INFO : Epoch 1717 | loss: 0.0308343 | val_loss: 0.0310501 | Time: 1501.22 ms [2022-04-11 15:15:58 main:574] : INFO : Epoch 1718 | loss: 0.0308652 | val_loss: 0.0310168 | Time: 1461.09 ms [2022-04-11 15:15:59 main:574] : INFO : Epoch 1719 | loss: 0.0310597 | val_loss: 0.0310849 | Time: 1508.98 ms [2022-04-11 15:16:01 main:574] : INFO : Epoch 1720 | loss: 0.0310765 | val_loss: 0.0310558 | Time: 1521.82 ms [2022-04-11 15:16:02 main:574] : INFO : Epoch 1721 | loss: 0.0310444 | val_loss: 0.0310337 | Time: 1399.77 ms [2022-04-11 15:16:04 main:574] : INFO : Epoch 1722 | loss: 0.0310019 | val_loss: 0.0310274 | Time: 1526.24 ms [2022-04-11 15:16:05 main:574] : INFO : Epoch 1723 | loss: 0.030976 | val_loss: 0.0310063 | Time: 1521.58 ms [2022-04-11 15:16:07 main:574] : INFO : Epoch 1724 | loss: 0.0309574 | val_loss: 0.0310075 | Time: 1459.94 ms [2022-04-11 15:16:08 main:574] : INFO : Epoch 1725 | loss: 0.0309403 | val_loss: 0.031005 | Time: 1478 ms [2022-04-11 15:16:10 main:574] : INFO : Epoch 1726 | loss: 0.0309263 | val_loss: 0.0309972 | Time: 1444.35 ms [2022-04-11 15:16:11 main:574] : INFO : Epoch 1727 | loss: 0.0309142 | val_loss: 0.0310123 | Time: 1486.48 ms [2022-04-11 15:16:13 main:574] : INFO : Epoch 1728 | loss: 0.0309119 | val_loss: 0.0309864 | Time: 1435.32 ms [2022-04-11 15:16:14 main:574] : INFO : Epoch 1729 | loss: 0.0309088 | val_loss: 0.0310056 | Time: 1529.38 ms [2022-04-11 15:16:16 main:574] : INFO : Epoch 1730 | loss: 0.0308992 | val_loss: 0.0310156 | Time: 1504.09 ms [2022-04-11 15:16:17 main:574] : INFO : Epoch 1731 | loss: 0.0308947 | val_loss: 0.0310133 | Time: 1416 ms [2022-04-11 15:16:19 main:574] : INFO : Epoch 1732 | loss: 0.0308951 | val_loss: 0.0310393 | Time: 1430.81 ms [2022-04-11 15:16:20 main:574] : INFO : Epoch 1733 | loss: 0.0308811 | val_loss: 0.0310158 | Time: 1457.41 ms [2022-04-11 15:16:22 main:574] : INFO : Epoch 1734 | loss: 0.0308814 | val_loss: 0.0310241 | Time: 1535.69 ms [2022-04-11 15:16:23 main:574] : INFO : Epoch 1735 | loss: 0.0308712 | val_loss: 0.0310046 | Time: 1435.65 ms [2022-04-11 15:16:24 main:574] : INFO : Epoch 1736 | loss: 0.0308738 | val_loss: 0.031014 | Time: 1362.1 ms [2022-04-11 15:16:26 main:574] : INFO : Epoch 1737 | loss: 0.0308705 | val_loss: 0.0310382 | Time: 1487.47 ms [2022-04-11 15:16:27 main:574] : INFO : Epoch 1738 | loss: 0.0308673 | val_loss: 0.0310378 | Time: 1512.7 ms [2022-04-11 15:16:29 main:574] : INFO : Epoch 1739 | loss: 0.0308624 | val_loss: 0.0310311 | Time: 1491.8 ms [2022-04-11 15:16:30 main:574] : INFO : Epoch 1740 | loss: 0.0308639 | val_loss: 0.0310222 | Time: 1467.42 ms [2022-04-11 15:16:32 main:574] : INFO : Epoch 1741 | loss: 0.0308537 | val_loss: 0.0310288 | Time: 1490.93 ms [2022-04-11 15:16:33 main:574] : INFO : Epoch 1742 | loss: 0.0308488 | val_loss: 0.031021 | Time: 1377.56 ms [2022-04-11 15:16:35 main:574] : INFO : Epoch 1743 | loss: 0.0308506 | val_loss: 0.0310319 | Time: 1405.3 ms [2022-04-11 15:16:36 main:574] : INFO : Epoch 1744 | loss: 0.0308608 | val_loss: 0.0310425 | Time: 1477.99 ms [2022-04-11 15:16:38 main:574] : INFO : Epoch 1745 | loss: 0.0308562 | val_loss: 0.0310297 | Time: 1457.9 ms [2022-04-11 15:16:39 main:574] : INFO : Epoch 1746 | loss: 0.0308531 | val_loss: 0.03104 | Time: 1493.85 ms [2022-04-11 15:16:41 main:574] : INFO : Epoch 1747 | loss: 0.0309092 | val_loss: 0.0310002 | Time: 1404.76 ms [2022-04-11 15:16:42 main:574] : INFO : Epoch 1748 | loss: 0.0308939 | val_loss: 0.0310112 | Time: 1396.73 ms [2022-04-11 15:16:44 main:574] : INFO : Epoch 1749 | loss: 0.0308774 | val_loss: 0.0310148 | Time: 1461.67 ms [2022-04-11 15:16:45 main:574] : INFO : Epoch 1750 | loss: 0.0308715 | val_loss: 0.0310308 | Time: 1480.99 ms [2022-04-11 15:16:46 main:574] : INFO : Epoch 1751 | loss: 0.0308639 | val_loss: 0.0310279 | Time: 1353.14 ms [2022-04-11 15:16:48 main:574] : INFO : Epoch 1752 | loss: 0.0308656 | val_loss: 0.0310331 | Time: 1380.6 ms [2022-04-11 15:16:49 main:574] : INFO : Epoch 1753 | loss: 0.0308522 | val_loss: 0.031036 | Time: 1381.32 ms [2022-04-11 15:16:51 main:574] : INFO : Epoch 1754 | loss: 0.0308489 | val_loss: 0.0310388 | Time: 1468.8 ms [2022-04-11 15:16:52 main:574] : INFO : Epoch 1755 | loss: 0.0308592 | val_loss: 0.0310523 | Time: 1436.53 ms [2022-04-11 15:16:54 main:574] : INFO : Epoch 1756 | loss: 0.0308535 | val_loss: 0.0310181 | Time: 1467.39 ms [2022-04-11 15:16:55 main:574] : INFO : Epoch 1757 | loss: 0.0308495 | val_loss: 0.0310246 | Time: 1490.98 ms [2022-04-11 15:16:57 main:574] : INFO : Epoch 1758 | loss: 0.0308526 | val_loss: 0.031025 | Time: 1491.93 ms [2022-04-11 15:16:58 main:574] : INFO : Epoch 1759 | loss: 0.0308471 | val_loss: 0.0310379 | Time: 1554.93 ms [2022-04-11 15:17:00 main:574] : INFO : Epoch 1760 | loss: 0.0308529 | val_loss: 0.0310181 | Time: 1474.11 ms [2022-04-11 15:17:01 main:574] : INFO : Epoch 1761 | loss: 0.0308665 | val_loss: 0.0310521 | Time: 1415.58 ms [2022-04-11 15:17:02 main:574] : INFO : Epoch 1762 | loss: 0.0308598 | val_loss: 0.0310409 | Time: 1397.86 ms [2022-04-11 15:17:04 main:574] : INFO : Epoch 1763 | loss: 0.0308613 | val_loss: 0.0310373 | Time: 1497.43 ms [2022-04-11 15:17:05 main:574] : INFO : Epoch 1764 | loss: 0.0308693 | val_loss: 0.0310508 | Time: 1365.16 ms [2022-04-11 15:17:07 main:574] : INFO : Epoch 1765 | loss: 0.0308621 | val_loss: 0.0310352 | Time: 1484.67 ms [2022-04-11 15:17:08 main:574] : INFO : Epoch 1766 | loss: 0.0308578 | val_loss: 0.0310465 | Time: 1363.24 ms [2022-04-11 15:17:10 main:574] : INFO : Epoch 1767 | loss: 0.0308522 | val_loss: 0.0310285 | Time: 1353.61 ms [2022-04-11 15:17:11 main:574] : INFO : Epoch 1768 | loss: 0.0308477 | val_loss: 0.0310055 | Time: 1402.03 ms [2022-04-11 15:17:12 main:574] : INFO : Epoch 1769 | loss: 0.0308467 | val_loss: 0.031031 | Time: 1358.43 ms [2022-04-11 15:17:14 main:574] : INFO : Epoch 1770 | loss: 0.0308409 | val_loss: 0.0310414 | Time: 1522.83 ms [2022-04-11 15:17:15 main:574] : INFO : Epoch 1771 | loss: 0.0308398 | val_loss: 0.0310384 | Time: 1422.2 ms [2022-04-11 15:17:17 main:574] : INFO : Epoch 1772 | loss: 0.0308413 | val_loss: 0.0310404 | Time: 1509.89 ms [2022-04-11 15:17:18 main:574] : INFO : Epoch 1773 | loss: 0.0308396 | val_loss: 0.0310297 | Time: 1527.66 ms [2022-04-11 15:17:20 main:574] : INFO : Epoch 1774 | loss: 0.0308313 | val_loss: 0.0310609 | Time: 1418.45 ms [2022-04-11 15:17:21 main:574] : INFO : Epoch 1775 | loss: 0.0308274 | val_loss: 0.0310597 | Time: 1498.1 ms [2022-04-11 15:17:23 main:574] : INFO : Epoch 1776 | loss: 0.0308266 | val_loss: 0.0310438 | Time: 1481.91 ms [2022-04-11 15:17:24 main:574] : INFO : Epoch 1777 | loss: 0.0308285 | val_loss: 0.0310471 | Time: 1472.99 ms [2022-04-11 15:17:26 main:574] : INFO : Epoch 1778 | loss: 0.0308394 | val_loss: 0.0310527 | Time: 1478.69 ms [2022-04-11 15:17:27 main:574] : INFO : Epoch 1779 | loss: 0.0308735 | val_loss: 0.031027 | Time: 1493.12 ms [2022-04-11 15:17:29 main:574] : INFO : Epoch 1780 | loss: 0.0308577 | val_loss: 0.0310254 | Time: 1413.92 ms [2022-04-11 15:17:30 main:574] : INFO : Epoch 1781 | loss: 0.0308683 | val_loss: 0.0310175 | Time: 1506.71 ms [2022-04-11 15:17:32 main:574] : INFO : Epoch 1782 | loss: 0.0308589 | val_loss: 0.0310226 | Time: 1529.99 ms [2022-04-11 15:17:33 main:574] : INFO : Epoch 1783 | loss: 0.0309371 | val_loss: 0.0310207 | Time: 1384.83 ms [2022-04-11 15:17:35 main:574] : INFO : Epoch 1784 | loss: 0.0309028 | val_loss: 0.031 | Time: 1412.91 ms [2022-04-11 15:17:36 main:574] : INFO : Epoch 1785 | loss: 0.030879 | val_loss: 0.0310476 | Time: 1487.54 ms [2022-04-11 15:17:38 main:574] : INFO : Epoch 1786 | loss: 0.0308675 | val_loss: 0.03104 | Time: 1472.06 ms [2022-04-11 15:17:39 main:574] : INFO : Epoch 1787 | loss: 0.0308509 | val_loss: 0.0310386 | Time: 1360.7 ms [2022-04-11 15:17:40 main:574] : INFO : Epoch 1788 | loss: 0.0308449 | val_loss: 0.0310286 | Time: 1366 ms [2022-04-11 15:17:42 main:574] : INFO : Epoch 1789 | loss: 0.0308411 | val_loss: 0.0310178 | Time: 1470.92 ms [2022-04-11 15:17:43 main:574] : INFO : Epoch 1790 | loss: 0.0308355 | val_loss: 0.0310229 | Time: 1530.57 ms [2022-04-11 15:17:45 main:574] : INFO : Epoch 1791 | loss: 0.0308347 | val_loss: 0.031037 | Time: 1518.79 ms [2022-04-11 15:17:46 main:574] : INFO : Epoch 1792 | loss: 0.0308409 | val_loss: 0.0310224 | Time: 1363.3 ms [2022-04-11 15:17:48 main:574] : INFO : Epoch 1793 | loss: 0.0308544 | val_loss: 0.0310156 | Time: 1488.99 ms [2022-04-11 15:17:49 main:574] : INFO : Epoch 1794 | loss: 0.0308379 | val_loss: 0.0310317 | Time: 1480.53 ms [2022-04-11 15:17:51 main:574] : INFO : Epoch 1795 | loss: 0.0308696 | val_loss: 0.0310014 | Time: 1484.97 ms [2022-04-11 15:17:52 main:574] : INFO : Epoch 1796 | loss: 0.0308659 | val_loss: 0.0310426 | Time: 1486.37 ms [2022-04-11 15:17:54 main:574] : INFO : Epoch 1797 | loss: 0.0308594 | val_loss: 0.0310191 | Time: 1453.67 ms [2022-04-11 15:17:55 main:574] : INFO : Epoch 1798 | loss: 0.0308507 | val_loss: 0.03103 | Time: 1492.45 ms [2022-04-11 15:17:57 main:574] : INFO : Epoch 1799 | loss: 0.0308383 | val_loss: 0.0310309 | Time: 1498.4 ms [2022-04-11 15:17:58 main:574] : INFO : Epoch 1800 | loss: 0.0308308 | val_loss: 0.0310442 | Time: 1381.64 ms [2022-04-11 15:17:59 main:574] : INFO : Epoch 1801 | loss: 0.0308272 | val_loss: 0.031053 | Time: 1445.48 ms [2022-04-11 15:18:01 main:574] : INFO : Epoch 1802 | loss: 0.0308232 | val_loss: 0.0310255 | Time: 1543.93 ms [2022-04-11 15:18:03 main:574] : INFO : Epoch 1803 | loss: 0.0308281 | val_loss: 0.0310411 | Time: 1523.59 ms [2022-04-11 15:18:04 main:574] : INFO : Epoch 1804 | loss: 0.0308356 | val_loss: 0.0310811 | Time: 1427.29 ms [2022-04-11 15:18:06 main:574] : INFO : Epoch 1805 | loss: 0.0308372 | val_loss: 0.0310301 | Time: 1504.53 ms [2022-04-11 15:18:07 main:574] : INFO : Epoch 1806 | loss: 0.0308331 | val_loss: 0.0310341 | Time: 1536.62 ms [2022-04-11 15:18:09 main:574] : INFO : Epoch 1807 | loss: 0.0308237 | val_loss: 0.0310556 | Time: 1544.81 ms [2022-04-11 15:18:10 main:574] : INFO : Epoch 1808 | loss: 0.0308218 | val_loss: 0.0310623 | Time: 1533.96 ms [2022-04-11 15:18:12 main:574] : INFO : Epoch 1809 | loss: 0.0308173 | val_loss: 0.031051 | Time: 1379.16 ms [2022-04-11 15:18:13 main:574] : INFO : Epoch 1810 | loss: 0.0308223 | val_loss: 0.0310662 | Time: 1483.89 ms [2022-04-11 15:18:14 main:574] : INFO : Epoch 1811 | loss: 0.0308275 | val_loss: 0.0310632 | Time: 1414.7 ms [2022-04-11 15:18:16 main:574] : INFO : Epoch 1812 | loss: 0.0308357 | val_loss: 0.0310432 | Time: 1512.18 ms [2022-04-11 15:18:17 main:574] : INFO : Epoch 1813 | loss: 0.0308328 | val_loss: 0.0310265 | Time: 1425.43 ms [2022-04-11 15:18:19 main:574] : INFO : Epoch 1814 | loss: 0.0308465 | val_loss: 0.0310598 | Time: 1482.28 ms [2022-04-11 15:18:20 main:574] : INFO : Epoch 1815 | loss: 0.0308375 | val_loss: 0.0310173 | Time: 1416.63 ms [2022-04-11 15:18:22 main:574] : INFO : Epoch 1816 | loss: 0.0308495 | val_loss: 0.0310446 | Time: 1382.35 ms [2022-04-11 15:18:23 main:574] : INFO : Epoch 1817 | loss: 0.0308352 | val_loss: 0.0310417 | Time: 1495.99 ms [2022-04-11 15:18:25 main:574] : INFO : Epoch 1818 | loss: 0.0308262 | val_loss: 0.0310525 | Time: 1512.9 ms [2022-04-11 15:18:26 main:574] : INFO : Epoch 1819 | loss: 0.0308189 | val_loss: 0.0310519 | Time: 1546.2 ms [2022-04-11 15:18:28 main:574] : INFO : Epoch 1820 | loss: 0.0308181 | val_loss: 0.0310718 | Time: 1482.55 ms [2022-04-11 15:18:29 main:574] : INFO : Epoch 1821 | loss: 0.0308186 | val_loss: 0.0310567 | Time: 1504.81 ms [2022-04-11 15:18:31 main:574] : INFO : Epoch 1822 | loss: 0.0308162 | val_loss: 0.0310709 | Time: 1504.32 ms [2022-04-11 15:18:32 main:574] : INFO : Epoch 1823 | loss: 0.0308131 | val_loss: 0.0310803 | Time: 1474.67 ms [2022-04-11 15:18:34 main:574] : INFO : Epoch 1824 | loss: 0.0308116 | val_loss: 0.0310591 | Time: 1438.44 ms [2022-04-11 15:18:35 main:574] : INFO : Epoch 1825 | loss: 0.0308393 | val_loss: 0.0310472 | Time: 1357.43 ms [2022-04-11 15:18:37 main:574] : INFO : Epoch 1826 | loss: 0.030826 | val_loss: 0.0310315 | Time: 1346.46 ms [2022-04-11 15:18:38 main:574] : INFO : Epoch 1827 | loss: 0.0308233 | val_loss: 0.0310381 | Time: 1492.38 ms [2022-04-11 15:18:39 main:574] : INFO : Epoch 1828 | loss: 0.0308256 | val_loss: 0.0310517 | Time: 1380.32 ms [2022-04-11 15:18:41 main:574] : INFO : Epoch 1829 | loss: 0.0308216 | val_loss: 0.0310247 | Time: 1482.98 ms [2022-04-11 15:18:42 main:574] : INFO : Epoch 1830 | loss: 0.030842 | val_loss: 0.0310355 | Time: 1459.69 ms [2022-04-11 15:18:44 main:574] : INFO : Epoch 1831 | loss: 0.0308782 | val_loss: 0.0310712 | Time: 1377.03 ms [2022-04-11 15:18:45 main:574] : INFO : Epoch 1832 | loss: 0.0308565 | val_loss: 0.0310577 | Time: 1516.52 ms [2022-04-11 15:18:47 main:574] : INFO : Epoch 1833 | loss: 0.030856 | val_loss: 0.0310402 | Time: 1391.69 ms [2022-04-11 15:18:48 main:574] : INFO : Epoch 1834 | loss: 0.0308466 | val_loss: 0.0311096 | Time: 1496.48 ms [2022-04-11 15:18:50 main:574] : INFO : Epoch 1835 | loss: 0.0308544 | val_loss: 0.0310395 | Time: 1359.49 ms [2022-04-11 15:18:51 main:574] : INFO : Epoch 1836 | loss: 0.0308543 | val_loss: 0.0310361 | Time: 1354.43 ms [2022-04-11 15:18:52 main:574] : INFO : Epoch 1837 | loss: 0.0308518 | val_loss: 0.0310357 | Time: 1548.22 ms [2022-04-11 15:18:54 main:574] : INFO : Epoch 1838 | loss: 0.0308456 | val_loss: 0.0310437 | Time: 1344.85 ms [2022-04-11 15:18:55 main:574] : INFO : Epoch 1839 | loss: 0.0308299 | val_loss: 0.031074 | Time: 1457.68 ms [2022-04-11 15:18:57 main:574] : INFO : Epoch 1840 | loss: 0.0308273 | val_loss: 0.0310701 | Time: 1448.66 ms [2022-04-11 15:18:58 main:574] : INFO : Epoch 1841 | loss: 0.0308332 | val_loss: 0.0310432 | Time: 1484 ms [2022-04-11 15:19:00 main:574] : INFO : Epoch 1842 | loss: 0.0308402 | val_loss: 0.0310419 | Time: 1562.6 ms [2022-04-11 15:19:01 main:574] : INFO : Epoch 1843 | loss: 0.0308445 | val_loss: 0.0310627 | Time: 1514.4 ms [2022-04-11 15:19:03 main:574] : INFO : Epoch 1844 | loss: 0.0308381 | val_loss: 0.0310249 | Time: 1404.97 ms [2022-04-11 15:19:04 main:574] : INFO : Epoch 1845 | loss: 0.0308368 | val_loss: 0.031035 | Time: 1458.97 ms [2022-04-11 15:19:06 main:574] : INFO : Epoch 1846 | loss: 0.0308262 | val_loss: 0.031062 | Time: 1362.65 ms [2022-04-11 15:19:07 main:574] : INFO : Epoch 1847 | loss: 0.0308223 | val_loss: 0.0310474 | Time: 1424.45 ms [2022-04-11 15:19:09 main:574] : INFO : Epoch 1848 | loss: 0.03082 | val_loss: 0.0310792 | Time: 1508.42 ms [2022-04-11 15:19:10 main:574] : INFO : Epoch 1849 | loss: 0.0308221 | val_loss: 0.0310666 | Time: 1540.77 ms [2022-04-11 15:19:12 main:574] : INFO : Epoch 1850 | loss: 0.0308231 | val_loss: 0.0310458 | Time: 1347.22 ms [2022-04-11 15:19:13 main:574] : INFO : Epoch 1851 | loss: 0.0308186 | val_loss: 0.0310377 | Time: 1344.15 ms [2022-04-11 15:19:14 main:574] : INFO : Epoch 1852 | loss: 0.0308231 | val_loss: 0.031056 | Time: 1361.85 ms [2022-04-11 15:19:16 main:574] : INFO : Epoch 1853 | loss: 0.0308203 | val_loss: 0.0310356 | Time: 1506.22 ms [2022-04-11 15:19:17 main:574] : INFO : Epoch 1854 | loss: 0.0308175 | val_loss: 0.0310421 | Time: 1493.78 ms [2022-04-11 15:19:19 main:574] : INFO : Epoch 1855 | loss: 0.0308185 | val_loss: 0.0310622 | Time: 1541.53 ms [2022-04-11 15:19:20 main:574] : INFO : Epoch 1856 | loss: 0.030828 | val_loss: 0.0310935 | Time: 1484.19 ms [2022-04-11 15:19:22 main:574] : INFO : Epoch 1857 | loss: 0.0308433 | val_loss: 0.0310524 | Time: 1518.97 ms [2022-04-11 15:19:23 main:574] : INFO : Epoch 1858 | loss: 0.0308608 | val_loss: 0.0310477 | Time: 1367.84 ms [2022-04-11 15:19:25 main:574] : INFO : Epoch 1859 | loss: 0.0308529 | val_loss: 0.031031 | Time: 1460.75 ms [2022-04-11 15:19:26 main:574] : INFO : Epoch 1860 | loss: 0.03089 | val_loss: 0.0310181 | Time: 1478.69 ms [2022-04-11 15:19:28 main:574] : INFO : Epoch 1861 | loss: 0.0308719 | val_loss: 0.0310507 | Time: 1381 ms [2022-04-11 15:19:29 main:574] : INFO : Epoch 1862 | loss: 0.0308432 | val_loss: 0.0310631 | Time: 1417.07 ms [2022-04-11 15:19:30 main:574] : INFO : Epoch 1863 | loss: 0.0308274 | val_loss: 0.0310494 | Time: 1363.2 ms [2022-04-11 15:19:32 main:574] : INFO : Epoch 1864 | loss: 0.0308388 | val_loss: 0.0310698 | Time: 1458.14 ms [2022-04-11 15:19:33 main:574] : INFO : Epoch 1865 | loss: 0.030862 | val_loss: 0.0310366 | Time: 1503.76 ms [2022-04-11 15:19:35 main:574] : INFO : Epoch 1866 | loss: 0.0308589 | val_loss: 0.0310542 | Time: 1376.3 ms [2022-04-11 15:19:36 main:574] : INFO : Epoch 1867 | loss: 0.0308536 | val_loss: 0.0310299 | Time: 1388.24 ms [2022-04-11 15:19:38 main:574] : INFO : Epoch 1868 | loss: 0.0308446 | val_loss: 0.0310439 | Time: 1410.53 ms [2022-04-11 15:19:39 main:574] : INFO : Epoch 1869 | loss: 0.0308341 | val_loss: 0.0310501 | Time: 1572.47 ms [2022-04-11 15:19:41 main:574] : INFO : Epoch 1870 | loss: 0.0308338 | val_loss: 0.0310517 | Time: 1535.73 ms [2022-04-11 15:19:42 main:574] : INFO : Epoch 1871 | loss: 0.0308333 | val_loss: 0.0310303 | Time: 1505.71 ms [2022-04-11 15:19:44 main:574] : INFO : Epoch 1872 | loss: 0.0308353 | val_loss: 0.0310394 | Time: 1496.78 ms [2022-04-11 15:19:45 main:574] : INFO : Epoch 1873 | loss: 0.0308246 | val_loss: 0.0310336 | Time: 1386.95 ms [2022-04-11 15:19:46 main:574] : INFO : Epoch 1874 | loss: 0.0308258 | val_loss: 0.031041 | Time: 1425.31 ms [2022-04-11 15:19:48 main:574] : INFO : Epoch 1875 | loss: 0.0308352 | val_loss: 0.0310553 | Time: 1438.79 ms [2022-04-11 15:19:49 main:574] : INFO : Epoch 1876 | loss: 0.0308273 | val_loss: 0.0310514 | Time: 1537.04 ms [2022-04-11 15:19:51 main:574] : INFO : Epoch 1877 | loss: 0.0308172 | val_loss: 0.0310632 | Time: 1474.38 ms [2022-04-11 15:19:52 main:574] : INFO : Epoch 1878 | loss: 0.030816 | val_loss: 0.0310448 | Time: 1511.85 ms [2022-04-11 15:19:54 main:574] : INFO : Epoch 1879 | loss: 0.0308215 | val_loss: 0.031042 | Time: 1494.13 ms [2022-04-11 15:19:55 main:574] : INFO : Epoch 1880 | loss: 0.0308363 | val_loss: 0.0310518 | Time: 1469.49 ms [2022-04-11 15:19:57 main:574] : INFO : Epoch 1881 | loss: 0.0308278 | val_loss: 0.0310286 | Time: 1398.14 ms [2022-04-11 15:19:58 main:574] : INFO : Epoch 1882 | loss: 0.0308146 | val_loss: 0.0310648 | Time: 1386 ms [2022-04-11 15:20:00 main:574] : INFO : Epoch 1883 | loss: 0.0308098 | val_loss: 0.0310671 | Time: 1581.91 ms [2022-04-11 15:20:01 main:574] : INFO : Epoch 1884 | loss: 0.030815 | val_loss: 0.031044 | Time: 1459.91 ms [2022-04-11 15:20:03 main:574] : INFO : Epoch 1885 | loss: 0.0308106 | val_loss: 0.031075 | Time: 1528.32 ms [2022-04-11 15:20:04 main:574] : INFO : Epoch 1886 | loss: 0.0308789 | val_loss: 0.0310378 | Time: 1354.97 ms [2022-04-11 15:20:06 main:574] : INFO : Epoch 1887 | loss: 0.030853 | val_loss: 0.0310362 | Time: 1493.3 ms [2022-04-11 15:20:07 main:574] : INFO : Epoch 1888 | loss: 0.0308407 | val_loss: 0.0310231 | Time: 1504.93 ms [2022-04-11 15:20:09 main:574] : INFO : Epoch 1889 | loss: 0.0308336 | val_loss: 0.0310538 | Time: 1475.04 ms [2022-04-11 15:20:10 main:574] : INFO : Epoch 1890 | loss: 0.0308288 | val_loss: 0.0310442 | Time: 1397.19 ms [2022-04-11 15:20:12 main:574] : INFO : Epoch 1891 | loss: 0.0308252 | val_loss: 0.0310575 | Time: 1493.38 ms [2022-04-11 15:20:13 main:574] : INFO : Epoch 1892 | loss: 0.0308308 | val_loss: 0.0310419 | Time: 1477.74 ms [2022-04-11 15:20:15 main:574] : INFO : Epoch 1893 | loss: 0.0308345 | val_loss: 0.0310162 | Time: 1520.86 ms [2022-04-11 15:20:16 main:574] : INFO : Epoch 1894 | loss: 0.0308616 | val_loss: 0.0310319 | Time: 1488.28 ms [2022-04-11 15:20:18 main:574] : INFO : Epoch 1895 | loss: 0.030843 | val_loss: 0.0310325 | Time: 1512.73 ms [2022-04-11 15:20:19 main:574] : INFO : Epoch 1896 | loss: 0.030863 | val_loss: 0.0310184 | Time: 1410.35 ms [2022-04-11 15:20:21 main:574] : INFO : Epoch 1897 | loss: 0.0308979 | val_loss: 0.0310075 | Time: 1478.08 ms [2022-04-11 15:20:22 main:574] : INFO : Epoch 1898 | loss: 0.0308843 | val_loss: 0.0310367 | Time: 1444.86 ms [2022-04-11 15:20:24 main:574] : INFO : Epoch 1899 | loss: 0.0308568 | val_loss: 0.0310244 | Time: 1499.92 ms [2022-04-11 15:20:25 main:574] : INFO : Epoch 1900 | loss: 0.0308433 | val_loss: 0.0310607 | Time: 1430 ms [2022-04-11 15:20:27 main:574] : INFO : Epoch 1901 | loss: 0.030886 | val_loss: 0.0310525 | Time: 1443.48 ms [2022-04-11 15:20:28 main:574] : INFO : Epoch 1902 | loss: 0.0308665 | val_loss: 0.0310191 | Time: 1489.37 ms [2022-04-11 15:20:30 main:574] : INFO : Epoch 1903 | loss: 0.0308361 | val_loss: 0.03103 | Time: 1469.96 ms [2022-04-11 15:20:31 main:574] : INFO : Epoch 1904 | loss: 0.0308242 | val_loss: 0.0310508 | Time: 1521.19 ms [2022-04-11 15:20:33 main:574] : INFO : Epoch 1905 | loss: 0.0308231 | val_loss: 0.0310382 | Time: 1443.38 ms [2022-04-11 15:20:34 main:574] : INFO : Epoch 1906 | loss: 0.0308163 | val_loss: 0.0310574 | Time: 1508.25 ms [2022-04-11 15:20:36 main:574] : INFO : Epoch 1907 | loss: 0.030817 | val_loss: 0.0310823 | Time: 1463.98 ms [2022-04-11 15:20:37 main:574] : INFO : Epoch 1908 | loss: 0.0308228 | val_loss: 0.0310215 | Time: 1502.2 ms [2022-04-11 15:20:39 main:574] : INFO : Epoch 1909 | loss: 0.0308271 | val_loss: 0.0310566 | Time: 1479.71 ms [2022-04-11 15:20:40 main:574] : INFO : Epoch 1910 | loss: 0.0308286 | val_loss: 0.0310582 | Time: 1478.56 ms [2022-04-11 15:20:42 main:574] : INFO : Epoch 1911 | loss: 0.0308169 | val_loss: 0.0310483 | Time: 1374.06 ms [2022-04-11 15:20:43 main:574] : INFO : Epoch 1912 | loss: 0.0308228 | val_loss: 0.031044 | Time: 1425.97 ms [2022-04-11 15:20:45 main:574] : INFO : Epoch 1913 | loss: 0.0308357 | val_loss: 0.0310567 | Time: 1504.49 ms [2022-04-11 15:20:46 main:574] : INFO : Epoch 1914 | loss: 0.0308693 | val_loss: 0.0310448 | Time: 1350.05 ms [2022-04-11 15:20:47 main:574] : INFO : Epoch 1915 | loss: 0.0308561 | val_loss: 0.0310228 | Time: 1493.38 ms [2022-04-11 15:20:49 main:574] : INFO : Epoch 1916 | loss: 0.0308447 | val_loss: 0.0310368 | Time: 1486.61 ms [2022-04-11 15:20:50 main:574] : INFO : Epoch 1917 | loss: 0.0308276 | val_loss: 0.031071 | Time: 1457.24 ms [2022-04-11 15:20:52 main:574] : INFO : Epoch 1918 | loss: 0.0308268 | val_loss: 0.0310297 | Time: 1505.99 ms [2022-04-11 15:20:53 main:574] : INFO : Epoch 1919 | loss: 0.0308247 | val_loss: 0.0310408 | Time: 1392.89 ms [2022-04-11 15:20:55 main:574] : INFO : Epoch 1920 | loss: 0.0308115 | val_loss: 0.0310472 | Time: 1520.45 ms [2022-04-11 15:20:56 main:574] : INFO : Epoch 1921 | loss: 0.0308173 | val_loss: 0.0310465 | Time: 1450.96 ms [2022-04-11 15:20:58 main:574] : INFO : Epoch 1922 | loss: 0.0308155 | val_loss: 0.0310632 | Time: 1514.38 ms [2022-04-11 15:20:59 main:574] : INFO : Epoch 1923 | loss: 0.0308134 | val_loss: 0.0310298 | Time: 1488.21 ms [2022-04-11 15:21:01 main:574] : INFO : Epoch 1924 | loss: 0.0308081 | val_loss: 0.0310548 | Time: 1557.42 ms [2022-04-11 15:21:02 main:574] : INFO : Epoch 1925 | loss: 0.0308073 | val_loss: 0.0310749 | Time: 1474.8 ms [2022-04-11 15:21:04 main:574] : INFO : Epoch 1926 | loss: 0.0308065 | val_loss: 0.0310477 | Time: 1490.33 ms [2022-04-11 15:21:05 main:574] : INFO : Epoch 1927 | loss: 0.0308082 | val_loss: 0.0310715 | Time: 1474.64 ms [2022-04-11 15:21:07 main:574] : INFO : Epoch 1928 | loss: 0.0308083 | val_loss: 0.0310638 | Time: 1495.27 ms [2022-04-11 15:21:09 main:574] : INFO : Epoch 1929 | loss: 0.0308133 | val_loss: 0.0310857 | Time: 1553.9 ms [2022-04-11 15:21:10 main:574] : INFO : Epoch 1930 | loss: 0.0308074 | val_loss: 0.0310447 | Time: 1354.44 ms [2022-04-11 15:21:11 main:574] : INFO : Epoch 1931 | loss: 0.030804 | val_loss: 0.0310512 | Time: 1482.73 ms [2022-04-11 15:21:13 main:574] : INFO : Epoch 1932 | loss: 0.0308428 | val_loss: 0.0310625 | Time: 1601.77 ms [2022-04-11 15:21:15 main:574] : INFO : Epoch 1933 | loss: 0.0308397 | val_loss: 0.0310535 | Time: 1565.69 ms [2022-04-11 15:21:16 main:574] : INFO : Epoch 1934 | loss: 0.0308384 | val_loss: 0.0310542 | Time: 1375.22 ms [2022-04-11 15:21:18 main:574] : INFO : Epoch 1935 | loss: 0.0308562 | val_loss: 0.0310432 | Time: 1452.73 ms [2022-04-11 15:21:19 main:574] : INFO : Epoch 1936 | loss: 0.0308433 | val_loss: 0.0310467 | Time: 1513.55 ms [2022-04-11 15:21:21 main:574] : INFO : Epoch 1937 | loss: 0.0308413 | val_loss: 0.0310463 | Time: 1570.14 ms [2022-04-11 15:21:22 main:574] : INFO : Epoch 1938 | loss: 0.0308275 | val_loss: 0.0310531 | Time: 1367.09 ms [2022-04-11 15:21:24 main:574] : INFO : Epoch 1939 | loss: 0.0308218 | val_loss: 0.0310451 | Time: 1520.12 ms [2022-04-11 15:21:25 main:574] : INFO : Epoch 1940 | loss: 0.0308206 | val_loss: 0.0310417 | Time: 1488.1 ms [2022-04-11 15:21:27 main:574] : INFO : Epoch 1941 | loss: 0.0308256 | val_loss: 0.031073 | Time: 1498.47 ms [2022-04-11 15:21:28 main:574] : INFO : Epoch 1942 | loss: 0.0308282 | val_loss: 0.0310399 | Time: 1477.07 ms [2022-04-11 15:21:30 main:574] : INFO : Epoch 1943 | loss: 0.030824 | val_loss: 0.0310433 | Time: 1523.56 ms [2022-04-11 15:21:31 main:574] : INFO : Epoch 1944 | loss: 0.0308173 | val_loss: 0.0310669 | Time: 1351.1 ms [2022-04-11 15:21:33 main:574] : INFO : Epoch 1945 | loss: 0.0308169 | val_loss: 0.0310391 | Time: 1488 ms [2022-04-11 15:21:34 main:574] : INFO : Epoch 1946 | loss: 0.0308211 | val_loss: 0.0310586 | Time: 1478.85 ms [2022-04-11 15:21:35 main:574] : INFO : Epoch 1947 | loss: 0.0308315 | val_loss: 0.0310777 | Time: 1410.77 ms [2022-04-11 15:21:37 main:574] : INFO : Epoch 1948 | loss: 0.0308099 | val_loss: 0.0310624 | Time: 1418.2 ms [2022-04-11 15:21:38 main:574] : INFO : Epoch 1949 | loss: 0.0308213 | val_loss: 0.0310498 | Time: 1429.06 ms [2022-04-11 15:21:40 main:574] : INFO : Epoch 1950 | loss: 0.030896 | val_loss: 0.0310162 | Time: 1478.55 ms [2022-04-11 15:21:41 main:574] : INFO : Epoch 1951 | loss: 0.0308946 | val_loss: 0.0310439 | Time: 1466.65 ms [2022-04-11 15:21:43 main:574] : INFO : Epoch 1952 | loss: 0.0308565 | val_loss: 0.0310574 | Time: 1379.91 ms [2022-04-11 15:21:44 main:574] : INFO : Epoch 1953 | loss: 0.0308527 | val_loss: 0.0310556 | Time: 1349.48 ms [2022-04-11 15:21:46 main:574] : INFO : Epoch 1954 | loss: 0.0308396 | val_loss: 0.031048 | Time: 1408.12 ms [2022-04-11 15:21:47 main:574] : INFO : Epoch 1955 | loss: 0.0308355 | val_loss: 0.0310283 | Time: 1509.74 ms [2022-04-11 15:21:48 main:574] : INFO : Epoch 1956 | loss: 0.0308238 | val_loss: 0.0310461 | Time: 1444.34 ms [2022-04-11 15:21:50 main:574] : INFO : Epoch 1957 | loss: 0.0308238 | val_loss: 0.0310619 | Time: 1511.63 ms [2022-04-11 15:21:51 main:574] : INFO : Epoch 1958 | loss: 0.0308249 | val_loss: 0.031056 | Time: 1482.54 ms [2022-04-11 15:21:53 main:574] : INFO : Epoch 1959 | loss: 0.0308171 | val_loss: 0.0310652 | Time: 1468.63 ms [2022-04-11 15:21:55 main:574] : INFO : Epoch 1960 | loss: 0.0308125 | val_loss: 0.0310384 | Time: 1547.48 ms [2022-04-11 15:21:56 main:574] : INFO : Epoch 1961 | loss: 0.0308157 | val_loss: 0.0310554 | Time: 1497.94 ms [2022-04-11 15:21:57 main:574] : INFO : Epoch 1962 | loss: 0.0308086 | val_loss: 0.0310467 | Time: 1354.78 ms [2022-04-11 15:21:59 main:574] : INFO : Epoch 1963 | loss: 0.0308199 | val_loss: 0.0310779 | Time: 1428.89 ms [2022-04-11 15:22:00 main:574] : INFO : Epoch 1964 | loss: 0.0308118 | val_loss: 0.0310383 | Time: 1460.75 ms [2022-04-11 15:22:02 main:574] : INFO : Epoch 1965 | loss: 0.0308034 | val_loss: 0.031082 | Time: 1493.65 ms [2022-04-11 15:22:03 main:574] : INFO : Epoch 1966 | loss: 0.0308337 | val_loss: 0.0310387 | Time: 1398.64 ms [2022-04-11 15:22:05 main:574] : INFO : Epoch 1967 | loss: 0.030828 | val_loss: 0.0310271 | Time: 1581.18 ms [2022-04-11 15:22:06 main:574] : INFO : Epoch 1968 | loss: 0.0308236 | val_loss: 0.0310552 | Time: 1358.19 ms [2022-04-11 15:22:08 main:574] : INFO : Epoch 1969 | loss: 0.0308215 | val_loss: 0.0310692 | Time: 1487.17 ms [2022-04-11 15:22:09 main:574] : INFO : Epoch 1970 | loss: 0.0308693 | val_loss: 0.0310195 | Time: 1529.41 ms [2022-04-11 15:22:11 main:574] : INFO : Epoch 1971 | loss: 0.0308824 | val_loss: 0.03105 | Time: 1521.5 ms [2022-04-11 15:22:12 main:574] : INFO : Epoch 1972 | loss: 0.0308612 | val_loss: 0.0310416 | Time: 1508.98 ms [2022-04-11 15:22:14 main:574] : INFO : Epoch 1973 | loss: 0.0308377 | val_loss: 0.0310494 | Time: 1507.94 ms [2022-04-11 15:22:15 main:574] : INFO : Epoch 1974 | loss: 0.0308367 | val_loss: 0.0310428 | Time: 1499.11 ms [2022-04-11 15:22:17 main:574] : INFO : Epoch 1975 | loss: 0.0308466 | val_loss: 0.0310491 | Time: 1437.33 ms [2022-04-11 15:22:18 main:574] : INFO : Epoch 1976 | loss: 0.030832 | val_loss: 0.0310607 | Time: 1440.27 ms [2022-04-11 15:22:20 main:574] : INFO : Epoch 1977 | loss: 0.030825 | val_loss: 0.0310422 | Time: 1496.49 ms [2022-04-11 15:22:21 main:574] : INFO : Epoch 1978 | loss: 0.0308168 | val_loss: 0.0310618 | Time: 1486.72 ms [2022-04-11 15:22:23 main:574] : INFO : Epoch 1979 | loss: 0.0308215 | val_loss: 0.0310609 | Time: 1457.73 ms [2022-04-11 15:22:24 main:574] : INFO : Epoch 1980 | loss: 0.0308396 | val_loss: 0.0310227 | Time: 1515.38 ms [2022-04-11 15:22:26 main:574] : INFO : Epoch 1981 | loss: 0.0308866 | val_loss: 0.031037 | Time: 1470.84 ms [2022-04-11 15:22:27 main:574] : INFO : Epoch 1982 | loss: 0.0308592 | val_loss: 0.0310481 | Time: 1416 ms [2022-04-11 15:22:29 main:574] : INFO : Epoch 1983 | loss: 0.0308469 | val_loss: 0.0310331 | Time: 1476.71 ms [2022-04-11 15:22:30 main:574] : INFO : Epoch 1984 | loss: 0.0308364 | val_loss: 0.0310611 | Time: 1476.62 ms [2022-04-11 15:22:32 main:574] : INFO : Epoch 1985 | loss: 0.0308279 | val_loss: 0.0310657 | Time: 1367.68 ms [2022-04-11 15:22:33 main:574] : INFO : Epoch 1986 | loss: 0.030818 | val_loss: 0.031054 | Time: 1497.69 ms [2022-04-11 15:22:35 main:574] : INFO : Epoch 1987 | loss: 0.0308181 | val_loss: 0.0310541 | Time: 1532.95 ms [2022-04-11 15:22:36 main:574] : INFO : Epoch 1988 | loss: 0.0308141 | val_loss: 0.0310659 | Time: 1485.86 ms [2022-04-11 15:22:38 main:574] : INFO : Epoch 1989 | loss: 0.0308114 | val_loss: 0.0310376 | Time: 1369.4 ms [2022-04-11 15:22:39 main:574] : INFO : Epoch 1990 | loss: 0.0308307 | val_loss: 0.0310523 | Time: 1515.55 ms [2022-04-11 15:22:41 main:574] : INFO : Epoch 1991 | loss: 0.0308273 | val_loss: 0.0310595 | Time: 1460.27 ms [2022-04-11 15:22:42 main:574] : INFO : Epoch 1992 | loss: 0.0308221 | val_loss: 0.0310755 | Time: 1436.22 ms [2022-04-11 15:22:44 main:574] : INFO : Epoch 1993 | loss: 0.0308243 | val_loss: 0.0310501 | Time: 1361.46 ms [2022-04-11 15:22:45 main:574] : INFO : Epoch 1994 | loss: 0.0308168 | val_loss: 0.0310249 | Time: 1469.45 ms [2022-04-11 15:22:47 main:574] : INFO : Epoch 1995 | loss: 0.0308439 | val_loss: 0.0310336 | Time: 1475.06 ms [2022-04-11 15:22:48 main:574] : INFO : Epoch 1996 | loss: 0.0309032 | val_loss: 0.0310304 | Time: 1428.95 ms [2022-04-11 15:22:49 main:574] : INFO : Epoch 1997 | loss: 0.0309058 | val_loss: 0.0310333 | Time: 1471.4 ms [2022-04-11 15:22:51 main:574] : INFO : Epoch 1998 | loss: 0.0308654 | val_loss: 0.0310146 | Time: 1391.71 ms [2022-04-11 15:22:52 main:574] : INFO : Epoch 1999 | loss: 0.0308658 | val_loss: 0.0310554 | Time: 1404.48 ms [2022-04-11 15:22:54 main:574] : INFO : Epoch 2000 | loss: 0.0308598 | val_loss: 0.0310303 | Time: 1467.84 ms [2022-04-11 15:22:55 main:574] : INFO : Epoch 2001 | loss: 0.0308465 | val_loss: 0.0310379 | Time: 1461.3 ms [2022-04-11 15:22:57 main:574] : INFO : Epoch 2002 | loss: 0.0308281 | val_loss: 0.0310336 | Time: 1483.99 ms [2022-04-11 15:22:58 main:574] : INFO : Epoch 2003 | loss: 0.0308415 | val_loss: 0.0310196 | Time: 1494.51 ms [2022-04-11 15:23:00 main:574] : INFO : Epoch 2004 | loss: 0.0308527 | val_loss: 0.0310409 | Time: 1509.78 ms [2022-04-11 15:23:01 main:574] : INFO : Epoch 2005 | loss: 0.0308269 | val_loss: 0.0310314 | Time: 1472.28 ms [2022-04-11 15:23:03 main:574] : INFO : Epoch 2006 | loss: 0.0308223 | val_loss: 0.0310607 | Time: 1517.68 ms [2022-04-11 15:23:04 main:574] : INFO : Epoch 2007 | loss: 0.0308204 | val_loss: 0.0310573 | Time: 1469.07 ms [2022-04-11 15:23:06 main:574] : INFO : Epoch 2008 | loss: 0.0308149 | val_loss: 0.03107 | Time: 1519.24 ms [2022-04-11 15:23:08 main:574] : INFO : Epoch 2009 | loss: 0.0308168 | val_loss: 0.0310353 | Time: 1544.98 ms [2022-04-11 15:23:09 main:574] : INFO : Epoch 2010 | loss: 0.0308211 | val_loss: 0.0310535 | Time: 1457.16 ms [2022-04-11 15:23:11 main:574] : INFO : Epoch 2011 | loss: 0.0308373 | val_loss: 0.0310351 | Time: 1519.95 ms [2022-04-11 15:23:12 main:574] : INFO : Epoch 2012 | loss: 0.0308224 | val_loss: 0.0310557 | Time: 1542.38 ms [2022-04-11 15:23:14 main:574] : INFO : Epoch 2013 | loss: 0.0308206 | val_loss: 0.0310928 | Time: 1382.37 ms [2022-04-11 15:23:15 main:574] : INFO : Epoch 2014 | loss: 0.0308205 | val_loss: 0.0310577 | Time: 1468.45 ms [2022-04-11 15:23:17 main:574] : INFO : Epoch 2015 | loss: 0.0308115 | val_loss: 0.031071 | Time: 1509.88 ms [2022-04-11 15:23:18 main:574] : INFO : Epoch 2016 | loss: 0.030815 | val_loss: 0.0310303 | Time: 1550.93 ms [2022-04-11 15:23:20 main:574] : INFO : Epoch 2017 | loss: 0.0308403 | val_loss: 0.0310433 | Time: 1465.87 ms [2022-04-11 15:23:21 main:574] : INFO : Epoch 2018 | loss: 0.0308433 | val_loss: 0.0310357 | Time: 1413.77 ms [2022-04-11 15:23:23 main:574] : INFO : Epoch 2019 | loss: 0.0308408 | val_loss: 0.0310495 | Time: 1483.31 ms [2022-04-11 15:23:24 main:574] : INFO : Epoch 2020 | loss: 0.0308249 | val_loss: 0.0310678 | Time: 1466.66 ms [2022-04-11 15:23:26 main:574] : INFO : Epoch 2021 | loss: 0.0308162 | val_loss: 0.0310654 | Time: 1531.07 ms [2022-04-11 15:23:27 main:574] : INFO : Epoch 2022 | loss: 0.0308229 | val_loss: 0.0310476 | Time: 1440.89 ms [2022-04-11 15:23:29 main:574] : INFO : Epoch 2023 | loss: 0.0308199 | val_loss: 0.0310726 | Time: 1536.31 ms [2022-04-11 15:23:30 main:574] : INFO : Epoch 2024 | loss: 0.0308094 | val_loss: 0.0310622 | Time: 1537.98 ms [2022-04-11 15:23:32 main:574] : INFO : Epoch 2025 | loss: 0.0308195 | val_loss: 0.0310431 | Time: 1456.19 ms [2022-04-11 15:23:33 main:574] : INFO : Epoch 2026 | loss: 0.0308601 | val_loss: 0.0310573 | Time: 1349.29 ms [2022-04-11 15:23:34 main:574] : INFO : Epoch 2027 | loss: 0.0308519 | val_loss: 0.0310208 | Time: 1352.84 ms [2022-04-11 15:23:36 main:574] : INFO : Epoch 2028 | loss: 0.030868 | val_loss: 0.0310611 | Time: 1502.59 ms [2022-04-11 15:23:37 main:574] : INFO : Epoch 2029 | loss: 0.0308382 | val_loss: 0.0310494 | Time: 1563.32 ms [2022-04-11 15:23:39 main:574] : INFO : Epoch 2030 | loss: 0.0308329 | val_loss: 0.0310564 | Time: 1379.45 ms [2022-04-11 15:23:40 main:574] : INFO : Epoch 2031 | loss: 0.030844 | val_loss: 0.0310523 | Time: 1515.95 ms [2022-04-11 15:23:42 main:574] : INFO : Epoch 2032 | loss: 0.0308372 | val_loss: 0.0310341 | Time: 1418.57 ms [2022-04-11 15:23:43 main:574] : INFO : Epoch 2033 | loss: 0.0308281 | val_loss: 0.0310324 | Time: 1507.19 ms [2022-04-11 15:23:45 main:574] : INFO : Epoch 2034 | loss: 0.0308164 | val_loss: 0.0310487 | Time: 1512.27 ms [2022-04-11 15:23:46 main:574] : INFO : Epoch 2035 | loss: 0.0308177 | val_loss: 0.0310595 | Time: 1364.29 ms [2022-04-11 15:23:48 main:574] : INFO : Epoch 2036 | loss: 0.0308564 | val_loss: 0.0310442 | Time: 1476.33 ms [2022-04-11 15:23:49 main:574] : INFO : Epoch 2037 | loss: 0.030852 | val_loss: 0.0310277 | Time: 1454.88 ms [2022-04-11 15:23:51 main:574] : INFO : Epoch 2038 | loss: 0.0308654 | val_loss: 0.0310366 | Time: 1522.84 ms [2022-04-11 15:23:52 main:574] : INFO : Epoch 2039 | loss: 0.0308437 | val_loss: 0.0310511 | Time: 1398.19 ms [2022-04-11 15:23:54 main:574] : INFO : Epoch 2040 | loss: 0.0308281 | val_loss: 0.0310231 | Time: 1493.31 ms [2022-04-11 15:23:55 main:574] : INFO : Epoch 2041 | loss: 0.0308599 | val_loss: 0.0310339 | Time: 1369.29 ms [2022-04-11 15:23:56 main:574] : INFO : Epoch 2042 | loss: 0.0308459 | val_loss: 0.031024 | Time: 1471.22 ms [2022-04-11 15:23:58 main:574] : INFO : Epoch 2043 | loss: 0.0308326 | val_loss: 0.0310743 | Time: 1416.4 ms [2022-04-11 15:23:59 main:574] : INFO : Epoch 2044 | loss: 0.030832 | val_loss: 0.0310707 | Time: 1457.33 ms [2022-04-11 15:24:01 main:574] : INFO : Epoch 2045 | loss: 0.0308304 | val_loss: 0.0310778 | Time: 1378.15 ms [2022-04-11 15:24:02 main:574] : INFO : Epoch 2046 | loss: 0.030817 | val_loss: 0.0310462 | Time: 1370.24 ms [2022-04-11 15:24:04 main:574] : INFO : Epoch 2047 | loss: 0.0308195 | val_loss: 0.0310668 | Time: 1575.12 ms [2022-04-11 15:24:05 main:574] : INFO : Epoch 2048 | loss: 0.0308281 | val_loss: 0.0310487 | Time: 1363.8 ms [2022-04-11 15:24:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310487 [2022-04-11 15:24:05 main:603] : INFO : Saving end state to config to file [2022-04-11 15:24:05 main:608] : INFO : Success, exiting.. 15:24:05 (9704): 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)