Task 10488351
| Name | ParityModified-1639966042-27256-0_1 |
| Workunit | 7412244 |
| Created | 6 Jan 2022, 1:45:27 UTC |
| Sent | 6 Jan 2022, 3:25:43 UTC |
| Report deadline | 14 Jan 2022, 3:25:43 UTC |
| Received | 6 Jan 2022, 7:44:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8169 |
| Run time | 51 min 17 sec |
| CPU time | 47 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,066.41 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>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311374 | val_loss: 0.0311564 | Time: 1435.67 ms [2022-01-05 22:31:05 main:574] : INFO : Epoch 1543 | loss: 0.0311393 | val_loss: 0.03116 | Time: 1441.38 ms [2022-01-05 22:31:07 main:574] : INFO : Epoch 1544 | loss: 0.0311373 | val_loss: 0.0311488 | Time: 1419.62 ms [2022-01-05 22:31:08 main:574] : INFO : Epoch 1545 | loss: 0.0311353 | val_loss: 0.0311508 | Time: 1449.11 ms [2022-01-05 22:31:10 main:574] : INFO : Epoch 1546 | loss: 0.0311367 | val_loss: 0.031153 | Time: 1443.82 ms [2022-01-05 22:31:11 main:574] : INFO : Epoch 1547 | loss: 0.0311427 | val_loss: 0.0311571 | Time: 1422.35 ms [2022-01-05 22:31:13 main:574] : INFO : Epoch 1548 | loss: 0.0311414 | val_loss: 0.0311556 | Time: 1431.32 ms [2022-01-05 22:31:14 main:574] : INFO : Epoch 1549 | loss: 0.0311407 | val_loss: 0.0311513 | Time: 1440.93 ms [2022-01-05 22:31:16 main:574] : INFO : Epoch 1550 | loss: 0.0311403 | val_loss: 0.0311551 | Time: 1425.54 ms [2022-01-05 22:31:17 main:574] : INFO : Epoch 1551 | loss: 0.0311431 | val_loss: 0.0311531 | Time: 1433.82 ms [2022-01-05 22:31:19 main:574] : INFO : Epoch 1552 | loss: 0.031142 | val_loss: 0.0311544 | Time: 1433.55 ms [2022-01-05 22:31:20 main:574] : INFO : Epoch 1553 | loss: 0.0311378 | val_loss: 0.0311563 | Time: 1429.29 ms [2022-01-05 22:31:21 main:574] : INFO : Epoch 1554 | loss: 0.0311376 | val_loss: 0.0311544 | Time: 1433.26 ms [2022-01-05 22:31:23 main:574] : INFO : Epoch 1555 | loss: 0.0311389 | val_loss: 0.0311567 | Time: 1417.45 ms [2022-01-05 22:31:24 main:574] : INFO : Epoch 1556 | loss: 0.0311372 | val_loss: 0.0311536 | Time: 1449.79 ms [2022-01-05 22:31:26 main:574] : INFO : Epoch 1557 | loss: 0.0311371 | val_loss: 0.0311523 | Time: 1428.36 ms [2022-01-05 22:31:27 main:574] : INFO : Epoch 1558 | loss: 0.0311354 | val_loss: 0.0311529 | Time: 1431.25 ms [2022-01-05 22:31:29 main:574] : INFO : Epoch 1559 | loss: 0.0311344 | val_loss: 0.0311536 | Time: 1430.62 ms [2022-01-05 22:31:30 main:574] : INFO : Epoch 1560 | loss: 0.0311309 | val_loss: 0.0311554 | Time: 1430.35 ms [2022-01-05 22:31:32 main:574] : INFO : Epoch 1561 | loss: 0.0311338 | val_loss: 0.0311557 | Time: 1434.24 ms [2022-01-05 22:31:33 main:574] : INFO : Epoch 1562 | loss: 0.0311325 | val_loss: 0.0311556 | Time: 1429.55 ms [2022-01-05 22:31:35 main:574] : INFO : Epoch 1563 | loss: 0.0311303 | val_loss: 0.0311574 | Time: 1439.84 ms [2022-01-05 22:31:36 main:574] : INFO : Epoch 1564 | loss: 0.031134 | val_loss: 0.0311538 | Time: 1440.14 ms [2022-01-05 22:31:38 main:574] : INFO : Epoch 1565 | loss: 0.0311318 | val_loss: 0.0311528 | Time: 1425.43 ms [2022-01-05 22:31:39 main:574] : INFO : Epoch 1566 | loss: 0.0311304 | val_loss: 0.0311564 | Time: 1407.96 ms [2022-01-05 22:31:41 main:574] : INFO : Epoch 1567 | loss: 0.0311303 | val_loss: 0.0311574 | Time: 1420.04 ms [2022-01-05 22:31:42 main:574] : INFO : Epoch 1568 | loss: 0.0311295 | val_loss: 0.0311568 | Time: 1422.74 ms [2022-01-05 22:31:44 main:574] : INFO : Epoch 1569 | loss: 0.0311311 | val_loss: 0.0311571 | Time: 1441.79 ms [2022-01-05 22:31:45 main:574] : INFO : Epoch 1570 | loss: 0.0311267 | val_loss: 0.0311566 | Time: 1431.37 ms [2022-01-05 22:31:47 main:574] : INFO : Epoch 1571 | loss: 0.0311255 | val_loss: 0.0311624 | Time: 1422.61 ms [2022-01-05 22:31:48 main:574] : INFO : Epoch 1572 | loss: 0.0311249 | val_loss: 0.0311589 | Time: 1431.36 ms [2022-01-05 22:31:50 main:574] : INFO : Epoch 1573 | loss: 0.0311263 | val_loss: 0.0311545 | Time: 1440.89 ms [2022-01-05 22:31:51 main:574] : INFO : Epoch 1574 | loss: 0.0311267 | val_loss: 0.0311529 | Time: 1438.89 ms [2022-01-05 22:31:53 main:574] : INFO : Epoch 1575 | loss: 0.0311266 | val_loss: 0.0311547 | Time: 1422.46 ms [2022-01-05 22:31:54 main:574] : INFO : Epoch 1576 | loss: 0.0311277 | val_loss: 0.0311579 | Time: 1464.83 ms [2022-01-05 22:31:56 main:574] : INFO : Epoch 1577 | loss: 0.0311284 | val_loss: 0.0311699 | Time: 1411.28 ms [2022-01-05 22:31:57 main:574] : INFO : Epoch 1578 | loss: 0.0311537 | val_loss: 0.0311631 | Time: 1428.6 ms [2022-01-05 22:31:59 main:574] : INFO : Epoch 1579 | loss: 0.0311488 | val_loss: 0.0311661 | Time: 1419.74 ms [2022-01-05 22:32:00 main:574] : INFO : Epoch 1580 | loss: 0.0314918 | val_loss: 0.032564 | Time: 1425.56 ms [2022-01-05 22:32:02 main:574] : INFO : Epoch 1581 | loss: 0.0323072 | val_loss: 0.0316753 | Time: 1431.79 ms [2022-01-05 22:32:03 main:574] : INFO : Epoch 1582 | loss: 0.0313505 | val_loss: 0.0312102 | Time: 1425.58 ms [2022-01-05 22:32:05 main:574] : INFO : Epoch 1583 | loss: 0.031177 | val_loss: 0.0311667 | Time: 1431.87 ms [2022-01-05 22:32:06 main:574] : INFO : Epoch 1584 | loss: 0.0311478 | val_loss: 0.0311586 | Time: 1423.61 ms [2022-01-05 22:32:08 main:574] : INFO : Epoch 1585 | loss: 0.0311426 | val_loss: 0.031158 | Time: 1433.66 ms [2022-01-05 22:32:09 main:574] : INFO : Epoch 1586 | loss: 0.0311447 | val_loss: 0.0311587 | Time: 1423.2 ms [2022-01-05 22:32:11 main:574] : INFO : Epoch 1587 | loss: 0.0311449 | val_loss: 0.031157 | Time: 1427.74 ms [2022-01-05 22:32:12 main:574] : INFO : Epoch 1588 | loss: 0.0311395 | val_loss: 0.031156 | Time: 1420.09 ms [2022-01-05 22:32:14 main:574] : INFO : Epoch 1589 | loss: 0.0311387 | val_loss: 0.0311488 | Time: 1438.79 ms [2022-01-05 22:32:15 main:574] : INFO : Epoch 1590 | loss: 0.0311332 | val_loss: 0.0311506 | Time: 1420.89 ms [2022-01-05 22:32:17 main:574] : INFO : Epoch 1591 | loss: 0.0311308 | val_loss: 0.0311523 | Time: 1433.41 ms [2022-01-05 22:32:18 main:574] : INFO : Epoch 1592 | loss: 0.0311294 | val_loss: 0.0311522 | Time: 1415.34 ms [2022-01-05 22:32:20 main:574] : INFO : Epoch 1593 | loss: 0.0311293 | val_loss: 0.0311522 | Time: 1441.61 ms [2022-01-05 22:32:21 main:574] : INFO : Epoch 1594 | loss: 0.0311277 | val_loss: 0.0311514 | Time: 1424.04 ms [2022-01-05 22:32:23 main:574] : INFO : Epoch 1595 | loss: 0.0311276 | val_loss: 0.0311518 | Time: 1429.96 ms [2022-01-05 22:32:24 main:574] : INFO : Epoch 1596 | loss: 0.0311251 | val_loss: 0.0311535 | Time: 1443 ms [2022-01-05 22:32:26 main:574] : INFO : Epoch 1597 | loss: 0.0311235 | val_loss: 0.0311515 | Time: 1423.6 ms [2022-01-05 22:32:27 main:574] : INFO : Epoch 1598 | loss: 0.0311237 | val_loss: 0.031155 | Time: 1428.5 ms [2022-01-05 22:32:29 main:574] : INFO : Epoch 1599 | loss: 0.0311331 | val_loss: 0.0311695 | Time: 1440.28 ms [2022-01-05 22:32:30 main:574] : INFO : Epoch 1600 | loss: 0.0311424 | val_loss: 0.0311575 | Time: 1419.63 ms [2022-01-05 22:32:32 main:574] : INFO : Epoch 1601 | loss: 0.0311371 | val_loss: 0.0311579 | Time: 1414.19 ms [2022-01-05 22:32:33 main:574] : INFO : Epoch 1602 | loss: 0.0311321 | val_loss: 0.0311553 | Time: 1428.15 ms [2022-01-05 22:32:35 main:574] : INFO : Epoch 1603 | loss: 0.031131 | val_loss: 0.0311547 | Time: 1436.43 ms [2022-01-05 22:32:36 main:574] : INFO : Epoch 1604 | loss: 0.0311279 | val_loss: 0.0311542 | Time: 1436.62 ms [2022-01-05 22:32:38 main:574] : INFO : Epoch 1605 | loss: 0.0311279 | val_loss: 0.0311526 | Time: 1427.85 ms [2022-01-05 22:32:39 main:574] : INFO : Epoch 1606 | loss: 0.0311273 | val_loss: 0.0311565 | Time: 1428.5 ms [2022-01-05 22:32:41 main:574] : INFO : Epoch 1607 | loss: 0.0311262 | val_loss: 0.031158 | Time: 1423.27 ms [2022-01-05 22:32:42 main:574] : INFO : Epoch 1608 | loss: 0.0311253 | val_loss: 0.0311557 | Time: 1421 ms [2022-01-05 22:32:44 main:574] : INFO : Epoch 1609 | loss: 0.0311235 | val_loss: 0.0311615 | Time: 1423.38 ms [2022-01-05 22:32:45 main:574] : INFO : Epoch 1610 | loss: 0.0311225 | val_loss: 0.0311606 | Time: 1424.51 ms [2022-01-05 22:32:47 main:574] : INFO : Epoch 1611 | loss: 0.0311217 | val_loss: 0.0311582 | Time: 1417.93 ms [2022-01-05 22:32:48 main:574] : INFO : Epoch 1612 | loss: 0.0311193 | val_loss: 0.0311609 | Time: 1442.64 ms [2022-01-05 22:32:50 main:574] : INFO : Epoch 1613 | loss: 0.0311219 | val_loss: 0.0311611 | Time: 1425.51 ms [2022-01-05 22:32:51 main:574] : INFO : Epoch 1614 | loss: 0.031122 | val_loss: 0.0311605 | Time: 1438.13 ms [2022-01-05 22:32:52 main:574] : INFO : Epoch 1615 | loss: 0.0311203 | val_loss: 0.0311606 | Time: 1434.38 ms [2022-01-05 22:32:54 main:574] : INFO : Epoch 1616 | loss: 0.0311199 | val_loss: 0.0311572 | Time: 1448.11 ms [2022-01-05 22:32:55 main:574] : INFO : Epoch 1617 | loss: 0.0311184 | val_loss: 0.0311604 | Time: 1420.65 ms [2022-01-05 22:32:57 main:574] : INFO : Epoch 1618 | loss: 0.0311181 | val_loss: 0.0311579 | Time: 1436.13 ms [2022-01-05 22:32:58 main:574] : INFO : Epoch 1619 | loss: 0.0311165 | val_loss: 0.0311561 | Time: 1427.15 ms [2022-01-05 22:33:00 main:574] : INFO : Epoch 1620 | loss: 0.0311175 | val_loss: 0.0311529 | Time: 1437.91 ms [2022-01-05 22:33:01 main:574] : INFO : Epoch 1621 | loss: 0.0311188 | val_loss: 0.0311528 | Time: 1428.32 ms [2022-01-05 22:33:03 main:574] : INFO : Epoch 1622 | loss: 0.0311165 | val_loss: 0.0311618 | Time: 1476.81 ms [2022-01-05 22:33:05 main:574] : INFO : Epoch 1623 | loss: 0.0311188 | val_loss: 0.0311622 | Time: 1437.56 ms [2022-01-05 22:33:06 main:574] : INFO : Epoch 1624 | loss: 0.0311151 | val_loss: 0.0311585 | Time: 1427.98 ms [2022-01-05 22:33:07 main:574] : INFO : Epoch 1625 | loss: 0.0311164 | val_loss: 0.031157 | Time: 1435.39 ms [2022-01-05 22:33:09 main:574] : INFO : Epoch 1626 | loss: 0.0311174 | val_loss: 0.0311589 | Time: 1418.14 ms [2022-01-05 22:33:10 main:574] : INFO : Epoch 1627 | loss: 0.0311191 | val_loss: 0.0311552 | Time: 1438.94 ms [2022-01-05 22:33:12 main:574] : INFO : Epoch 1628 | loss: 0.0311187 | val_loss: 0.0311589 | Time: 1431.12 ms [2022-01-05 22:33:13 main:574] : INFO : Epoch 1629 | loss: 0.0311196 | val_loss: 0.0311588 | Time: 1413.29 ms [2022-01-05 22:33:15 main:574] : INFO : Epoch 1630 | loss: 0.0311196 | val_loss: 0.0311602 | Time: 1437.91 ms [2022-01-05 22:33:16 main:574] : INFO : Epoch 1631 | loss: 0.0311194 | val_loss: 0.0311587 | Time: 1428.52 ms [2022-01-05 22:33:18 main:574] : INFO : Epoch 1632 | loss: 0.0311173 | val_loss: 0.0311585 | Time: 1420.88 ms [2022-01-05 22:33:19 main:574] : INFO : Epoch 1633 | loss: 0.0311183 | val_loss: 0.0311554 | Time: 1435.78 ms [2022-01-05 22:33:21 main:574] : INFO : Epoch 1634 | loss: 0.0311173 | val_loss: 0.0311609 | Time: 1428.45 ms [2022-01-05 22:33:22 main:574] : INFO : Epoch 1635 | loss: 0.0311323 | val_loss: 0.03116 | Time: 1435.85 ms [2022-01-05 22:33:24 main:574] : INFO : Epoch 1636 | loss: 0.0311309 | val_loss: 0.031163 | Time: 1435.51 ms [2022-01-05 22:33:25 main:574] : INFO : Epoch 1637 | loss: 0.0311248 | val_loss: 0.0311566 | Time: 1432.76 ms [2022-01-05 22:33:27 main:574] : INFO : Epoch 1638 | loss: 0.0311323 | val_loss: 0.0311526 | Time: 1430.95 ms [2022-01-05 22:33:28 main:574] : INFO : Epoch 1639 | loss: 0.0311316 | val_loss: 0.0311542 | Time: 1433 ms [2022-01-05 22:33:30 main:574] : INFO : Epoch 1640 | loss: 0.0311285 | val_loss: 0.0311545 | Time: 1431.14 ms [2022-01-05 22:33:31 main:574] : INFO : Epoch 1641 | loss: 0.0311222 | val_loss: 0.0311503 | Time: 1431.86 ms [2022-01-05 22:33:33 main:574] : INFO : Epoch 1642 | loss: 0.0311199 | val_loss: 0.0311617 | Time: 1438.33 ms [2022-01-05 22:33:34 main:574] : INFO : Epoch 1643 | loss: 0.0311191 | val_loss: 0.0311585 | Time: 1436.14 ms [2022-01-05 22:33:36 main:574] : INFO : Epoch 1644 | loss: 0.0311176 | val_loss: 0.0311627 | Time: 1435.4 ms [2022-01-05 22:33:37 main:574] : INFO : Epoch 1645 | loss: 0.031116 | val_loss: 0.0311603 | Time: 1423.1 ms [2022-01-05 22:33:39 main:574] : INFO : Epoch 1646 | loss: 0.0311145 | val_loss: 0.0311563 | Time: 1426.36 ms [2022-01-05 22:33:40 main:574] : INFO : Epoch 1647 | loss: 0.0311129 | val_loss: 0.0311523 | Time: 1417.35 ms [2022-01-05 22:33:42 main:574] : INFO : Epoch 1648 | loss: 0.0311128 | val_loss: 0.0311521 | Time: 1422.31 ms [2022-01-05 22:33:43 main:574] : INFO : Epoch 1649 | loss: 0.0311156 | val_loss: 0.0311536 | Time: 1425.19 ms [2022-01-05 22:33:45 main:574] : INFO : Epoch 1650 | loss: 0.0311129 | val_loss: 0.0311528 | Time: 1437.67 ms [2022-01-05 22:33:46 main:574] : INFO : Epoch 1651 | loss: 0.0311209 | val_loss: 0.0311548 | Time: 1430.4 ms [2022-01-05 22:33:48 main:574] : INFO : Epoch 1652 | loss: 0.0311177 | val_loss: 0.0311511 | Time: 1420.85 ms [2022-01-05 22:33:49 main:574] : INFO : Epoch 1653 | loss: 0.0311135 | val_loss: 0.0311548 | Time: 1428.04 ms [2022-01-05 22:33:51 main:574] : INFO : Epoch 1654 | loss: 0.0311114 | val_loss: 0.0311513 | Time: 1420.97 ms [2022-01-05 22:33:52 main:574] : INFO : Epoch 1655 | loss: 0.0311108 | val_loss: 0.0311578 | Time: 1437.01 ms [2022-01-05 22:33:54 main:574] : INFO : Epoch 1656 | loss: 0.0311109 | val_loss: 0.0311584 | Time: 1429.61 ms [2022-01-05 22:33:55 main:574] : INFO : Epoch 1657 | loss: 0.0311103 | val_loss: 0.0311554 | Time: 1432.29 ms [2022-01-05 22:33:57 main:574] : INFO : Epoch 1658 | loss: 0.0311099 | val_loss: 0.0311585 | Time: 1455.89 ms [2022-01-05 22:33:58 main:574] : INFO : Epoch 1659 | loss: 0.031111 | val_loss: 0.0311629 | Time: 1440.91 ms [2022-01-05 22:34:00 main:574] : INFO : Epoch 1660 | loss: 0.0311096 | val_loss: 0.0311542 | Time: 1445.83 ms [2022-01-05 22:34:01 main:574] : INFO : Epoch 1661 | loss: 0.0311128 | val_loss: 0.0311596 | Time: 1423.59 ms [2022-01-05 22:34:03 main:574] : INFO : Epoch 1662 | loss: 0.0311106 | val_loss: 0.0311572 | Time: 1440.55 ms [2022-01-05 22:34:04 main:574] : INFO : Epoch 1663 | loss: 0.031113 | val_loss: 0.0311556 | Time: 1433.44 ms [2022-01-05 22:34:06 main:574] : INFO : Epoch 1664 | loss: 0.0311149 | val_loss: 0.031157 | Time: 1431.11 ms [2022-01-05 22:34:07 main:574] : INFO : Epoch 1665 | loss: 0.0311126 | val_loss: 0.0311602 | Time: 1433.04 ms [2022-01-05 22:34:09 main:574] : INFO : Epoch 1666 | loss: 0.0311111 | val_loss: 0.0311567 | Time: 1452.61 ms [2022-01-05 22:34:10 main:574] : INFO : Epoch 1667 | loss: 0.0311102 | val_loss: 0.0311543 | Time: 1431.06 ms [2022-01-05 22:34:12 main:574] : INFO : Epoch 1668 | loss: 0.0311078 | val_loss: 0.0311578 | Time: 1410.41 ms [2022-01-05 22:34:13 main:574] : INFO : Epoch 1669 | loss: 0.0311087 | val_loss: 0.0311649 | Time: 1430.59 ms [2022-01-05 22:34:15 main:574] : INFO : Epoch 1670 | loss: 0.031109 | val_loss: 0.0311583 | Time: 1425.8 ms [2022-01-05 22:34:16 main:574] : INFO : Epoch 1671 | loss: 0.0311128 | val_loss: 0.0311577 | Time: 1428.2 ms [2022-01-05 22:34:18 main:574] : INFO : Epoch 1672 | loss: 0.0311145 | val_loss: 0.0311636 | Time: 1421.71 ms [2022-01-05 22:34:19 main:574] : INFO : Epoch 1673 | loss: 0.0311119 | val_loss: 0.0311578 | Time: 1424.29 ms [2022-01-05 22:34:20 main:574] : INFO : Epoch 1674 | loss: 0.0311087 | val_loss: 0.0311525 | Time: 1419.17 ms [2022-01-05 22:34:22 main:574] : INFO : Epoch 1675 | loss: 0.0311092 | val_loss: 0.0311556 | Time: 1439.46 ms [2022-01-05 22:34:23 main:574] : INFO : Epoch 1676 | loss: 0.0311099 | val_loss: 0.0311542 | Time: 1421.82 ms [2022-01-05 22:34:25 main:574] : INFO : Epoch 1677 | loss: 0.0311073 | val_loss: 0.0311575 | Time: 1430.62 ms [2022-01-05 22:34:26 main:574] : INFO : Epoch 1678 | loss: 0.031104 | val_loss: 0.0311628 | Time: 1419.66 ms [2022-01-05 22:34:28 main:574] : INFO : Epoch 1679 | loss: 0.0311061 | val_loss: 0.031155 | Time: 1411.99 ms [2022-01-05 22:34:29 main:574] : INFO : Epoch 1680 | loss: 0.031106 | val_loss: 0.0311581 | Time: 1432.98 ms [2022-01-05 22:34:31 main:574] : INFO : Epoch 1681 | loss: 0.0311057 | val_loss: 0.0311552 | Time: 1432.84 ms [2022-01-05 22:34:32 main:574] : INFO : Epoch 1682 | loss: 0.0311067 | val_loss: 0.0311667 | Time: 1419.23 ms [2022-01-05 22:34:34 main:574] : INFO : Epoch 1683 | loss: 0.031102 | val_loss: 0.0311542 | Time: 1437.98 ms [2022-01-05 22:34:35 main:574] : INFO : Epoch 1684 | loss: 0.031103 | val_loss: 0.0311534 | Time: 1434.09 ms [2022-01-05 22:34:37 main:574] : INFO : Epoch 1685 | loss: 0.0311074 | val_loss: 0.0311702 | Time: 1444.19 ms [2022-01-05 22:34:38 main:574] : INFO : Epoch 1686 | loss: 0.0311033 | val_loss: 0.0311577 | Time: 1427.37 ms [2022-01-05 22:34:40 main:574] : INFO : Epoch 1687 | loss: 0.0311048 | val_loss: 0.0311613 | Time: 1436.74 ms [2022-01-05 22:34:41 main:574] : INFO : Epoch 1688 | loss: 0.0311043 | val_loss: 0.0311601 | Time: 1450.32 ms [2022-01-05 22:34:43 main:574] : INFO : Epoch 1689 | loss: 0.0311043 | val_loss: 0.0311568 | Time: 1430.48 ms [2022-01-05 22:34:45 main:574] : INFO : Epoch 1690 | loss: 0.0311052 | val_loss: 0.0311545 | Time: 1538.19 ms [2022-01-05 22:34:46 main:574] : INFO : Epoch 1691 | loss: 0.0311012 | val_loss: 0.0311602 | Time: 1428.89 ms [2022-01-05 22:34:47 main:574] : INFO : Epoch 1692 | loss: 0.0311007 | val_loss: 0.03116 | Time: 1421.98 ms [2022-01-05 22:34:49 main:574] : INFO : Epoch 1693 | loss: 0.0311008 | val_loss: 0.0311568 | Time: 1432.68 ms [2022-01-05 22:34:50 main:574] : INFO : Epoch 1694 | loss: 0.0311007 | val_loss: 0.0311579 | Time: 1425.95 ms [2022-01-05 22:34:52 main:574] : INFO : Epoch 1695 | loss: 0.0311029 | val_loss: 0.0311643 | Time: 1439.5 ms [2022-01-05 22:34:53 main:574] : INFO : Epoch 1696 | loss: 0.0311033 | val_loss: 0.0311529 | Time: 1416.78 ms [2022-01-05 22:34:55 main:574] : INFO : Epoch 1697 | loss: 0.0311073 | val_loss: 0.0311652 | Time: 1449.08 ms [2022-01-05 22:34:56 main:574] : INFO : Epoch 1698 | loss: 0.0311068 | val_loss: 0.0311611 | Time: 1421.96 ms [2022-01-05 22:34:58 main:574] : INFO : Epoch 1699 | loss: 0.0311066 | val_loss: 0.0311568 | Time: 1441.58 ms [2022-01-05 22:34:59 main:574] : INFO : Epoch 1700 | loss: 0.0311098 | val_loss: 0.031155 | Time: 1418.65 ms [2022-01-05 22:35:01 main:574] : INFO : Epoch 1701 | loss: 0.0311099 | val_loss: 0.0311569 | Time: 1449.91 ms [2022-01-05 22:35:02 main:574] : INFO : Epoch 1702 | loss: 0.0311078 | val_loss: 0.0311542 | Time: 1424.51 ms [2022-01-05 22:35:04 main:574] : INFO : Epoch 1703 | loss: 0.0311083 | val_loss: 0.0311654 | Time: 1433.46 ms [2022-01-05 22:35:05 main:574] : INFO : Epoch 1704 | loss: 0.0311223 | val_loss: 0.0311564 | Time: 1430.09 ms [2022-01-05 22:35:07 main:574] : INFO : Epoch 1705 | loss: 0.0311239 | val_loss: 0.0311508 | Time: 1431.63 ms [2022-01-05 22:35:08 main:574] : INFO : Epoch 1706 | loss: 0.0311196 | val_loss: 0.0311485 | Time: 1414.6 ms [2022-01-05 22:35:10 main:574] : INFO : Epoch 1707 | loss: 0.0311136 | val_loss: 0.0311517 | Time: 1422.79 ms [2022-01-05 22:35:11 main:574] : INFO : Epoch 1708 | loss: 0.0311095 | val_loss: 0.0311543 | Time: 1424.56 ms [2022-01-05 22:35:13 main:574] : INFO : Epoch 1709 | loss: 0.0311088 | val_loss: 0.0311524 | Time: 1408.52 ms [2022-01-05 22:35:14 main:574] : INFO : Epoch 1710 | loss: 0.0311077 | val_loss: 0.0311632 | Time: 1427.2 ms [2022-01-05 22:35:16 main:574] : INFO : Epoch 1711 | loss: 0.0311065 | val_loss: 0.0311552 | Time: 1416.94 ms [2022-01-05 22:35:17 main:574] : INFO : Epoch 1712 | loss: 0.0311039 | val_loss: 0.0311535 | Time: 1432.6 ms [2022-01-05 22:35:19 main:574] : INFO : Epoch 1713 | loss: 0.0311027 | val_loss: 0.0311598 | Time: 1422.08 ms [2022-01-05 22:35:20 main:574] : INFO : Epoch 1714 | loss: 0.0311047 | val_loss: 0.0311604 | Time: 1437.76 ms [2022-01-05 22:35:22 main:574] : INFO : Epoch 1715 | loss: 0.0311045 | val_loss: 0.0311604 | Time: 1469.23 ms [2022-01-05 22:35:23 main:574] : INFO : Epoch 1716 | loss: 0.031104 | val_loss: 0.0311624 | Time: 1426.72 ms [2022-01-05 22:35:25 main:574] : INFO : Epoch 1717 | loss: 0.0311007 | val_loss: 0.0311608 | Time: 1432.35 ms [2022-01-05 22:35:26 main:574] : INFO : Epoch 1718 | loss: 0.0311044 | val_loss: 0.0311561 | Time: 1423.29 ms [2022-01-05 22:35:28 main:574] : INFO : Epoch 1719 | loss: 0.0311108 | val_loss: 0.0311583 | Time: 1435.55 ms [2022-01-05 22:35:29 main:574] : INFO : Epoch 1720 | loss: 0.0311056 | val_loss: 0.0311603 | Time: 1426.3 ms [2022-01-05 22:35:31 main:574] : INFO : Epoch 1721 | loss: 0.0311133 | val_loss: 0.0311605 | Time: 1437.84 ms [2022-01-05 22:35:32 main:574] : INFO : Epoch 1722 | loss: 0.0311067 | val_loss: 0.0311578 | Time: 1427.65 ms [2022-01-05 22:35:34 main:574] : INFO : Epoch 1723 | loss: 0.031104 | val_loss: 0.0311543 | Time: 1433.57 ms [2022-01-05 22:35:35 main:574] : INFO : Epoch 1724 | loss: 0.0311047 | val_loss: 0.0311549 | Time: 1438.79 ms [2022-01-05 22:35:37 main:574] : INFO : Epoch 1725 | loss: 0.0311029 | val_loss: 0.0311558 | Time: 1423.74 ms [2022-01-05 22:35:38 main:574] : INFO : Epoch 1726 | loss: 0.0311034 | val_loss: 0.0311635 | Time: 1433.82 ms [2022-01-05 22:35:40 main:574] : INFO : Epoch 1727 | loss: 0.0311006 | val_loss: 0.0311574 | Time: 1428.17 ms [2022-01-05 22:35:41 main:574] : INFO : Epoch 1728 | loss: 0.0310969 | val_loss: 0.0311601 | Time: 1444.61 ms [2022-01-05 22:35:43 main:574] : INFO : Epoch 1729 | loss: 0.0310977 | val_loss: 0.0311558 | Time: 1433.19 ms [2022-01-05 22:35:44 main:574] : INFO : Epoch 1730 | loss: 0.0311032 | val_loss: 0.0311614 | Time: 1437.45 ms [2022-01-05 22:35:46 main:574] : INFO : Epoch 1731 | loss: 0.0311014 | val_loss: 0.0311604 | Time: 1436.76 ms [2022-01-05 22:35:47 main:574] : INFO : Epoch 1732 | loss: 0.0311041 | val_loss: 0.0311556 | Time: 1422.48 ms [2022-01-05 22:35:49 main:574] : INFO : Epoch 1733 | loss: 0.0311044 | val_loss: 0.0311601 | Time: 1417.15 ms [2022-01-05 22:35:50 main:574] : INFO : Epoch 1734 | loss: 0.0311034 | val_loss: 0.0311535 | Time: 1421.26 ms [2022-01-05 22:35:52 main:574] : INFO : Epoch 1735 | loss: 0.0311009 | val_loss: 0.0311593 | Time: 1416.2 ms [2022-01-05 22:35:53 main:574] : INFO : Epoch 1736 | loss: 0.0311031 | val_loss: 0.031161 | Time: 1425.47 ms [2022-01-05 22:35:55 main:574] : INFO : Epoch 1737 | loss: 0.031102 | val_loss: 0.0311584 | Time: 1449.44 ms [2022-01-05 22:35:56 main:574] : INFO : Epoch 1738 | loss: 0.0310999 | val_loss: 0.0311574 | Time: 1439.15 ms [2022-01-05 22:35:58 main:574] : INFO : Epoch 1739 | loss: 0.0311004 | val_loss: 0.0311634 | Time: 1423.59 ms [2022-01-05 22:35:59 main:574] : INFO : Epoch 1740 | loss: 0.0311018 | val_loss: 0.0311506 | Time: 1426.23 ms [2022-01-05 22:36:01 main:574] : INFO : Epoch 1741 | loss: 0.0311023 | val_loss: 0.0311546 | Time: 1429.53 ms [2022-01-05 22:36:02 main:574] : INFO : Epoch 1742 | loss: 0.0310998 | val_loss: 0.0311536 | Time: 1428.76 ms [2022-01-05 22:36:04 main:574] : INFO : Epoch 1743 | loss: 0.0310982 | val_loss: 0.0311528 | Time: 1431.04 ms [2022-01-05 22:36:05 main:574] : INFO : Epoch 1744 | loss: 0.0310966 | val_loss: 0.0311553 | Time: 1432.74 ms [2022-01-05 22:36:07 main:574] : INFO : Epoch 1745 | loss: 0.0310956 | val_loss: 0.0311566 | Time: 1415.54 ms [2022-01-05 22:36:08 main:574] : INFO : Epoch 1746 | loss: 0.0310968 | val_loss: 0.0311628 | Time: 1423.91 ms [2022-01-05 22:36:09 main:574] : INFO : Epoch 1747 | loss: 0.0311011 | val_loss: 0.0311676 | Time: 1426.9 ms [2022-01-05 22:36:11 main:574] : INFO : Epoch 1748 | loss: 0.0310986 | val_loss: 0.0311539 | Time: 1428.98 ms [2022-01-05 22:36:13 main:574] : INFO : Epoch 1749 | loss: 0.031097 | val_loss: 0.031157 | Time: 1419.62 ms [2022-01-05 22:36:14 main:574] : INFO : Epoch 1750 | loss: 0.0311097 | val_loss: 0.0311664 | Time: 1446.79 ms [2022-01-05 22:36:15 main:574] : INFO : Epoch 1751 | loss: 0.0311311 | val_loss: 0.0311552 | Time: 1423.71 ms [2022-01-05 22:36:17 main:574] : INFO : Epoch 1752 | loss: 0.0311267 | val_loss: 0.0311598 | Time: 1431.17 ms [2022-01-05 22:36:18 main:574] : INFO : Epoch 1753 | loss: 0.0311215 | val_loss: 0.0311532 | Time: 1423.27 ms [2022-01-05 22:36:20 main:574] : INFO : Epoch 1754 | loss: 0.0311153 | val_loss: 0.0311584 | Time: 1428.35 ms [2022-01-05 22:36:21 main:574] : INFO : Epoch 1755 | loss: 0.0311107 | val_loss: 0.0311568 | Time: 1443.59 ms [2022-01-05 22:36:23 main:574] : INFO : Epoch 1756 | loss: 0.0311076 | val_loss: 0.0311606 | Time: 1432.31 ms [2022-01-05 22:36:24 main:574] : INFO : Epoch 1757 | loss: 0.0311044 | val_loss: 0.0311606 | Time: 1438.12 ms [2022-01-05 22:36:26 main:574] : INFO : Epoch 1758 | loss: 0.0311072 | val_loss: 0.0311605 | Time: 1414.29 ms [2022-01-05 22:36:27 main:574] : INFO : Epoch 1759 | loss: 0.0311041 | val_loss: 0.0311543 | Time: 1438.59 ms [2022-01-05 22:36:29 main:574] : INFO : Epoch 1760 | loss: 0.0311083 | val_loss: 0.0311554 | Time: 1433.18 ms [2022-01-05 22:36:30 main:574] : INFO : Epoch 1761 | loss: 0.0311125 | val_loss: 0.0311558 | Time: 1414.7 ms [2022-01-05 22:36:32 main:574] : INFO : Epoch 1762 | loss: 0.0311213 | val_loss: 0.031155 | Time: 1425.49 ms [2022-01-05 22:36:33 main:574] : INFO : Epoch 1763 | loss: 0.0311212 | val_loss: 0.0311546 | Time: 1416.57 ms [2022-01-05 22:36:35 main:574] : INFO : Epoch 1764 | loss: 0.0311122 | val_loss: 0.0311478 | Time: 1420.17 ms [2022-01-05 22:36:36 main:574] : INFO : Epoch 1765 | loss: 0.0311067 | val_loss: 0.0311561 | Time: 1434.39 ms [2022-01-05 22:36:38 main:574] : INFO : Epoch 1766 | loss: 0.0311056 | val_loss: 0.0311518 | Time: 1444.26 ms [2022-01-05 22:36:39 main:574] : INFO : Epoch 1767 | loss: 0.0311011 | val_loss: 0.0311525 | Time: 1433.81 ms [2022-01-05 22:36:41 main:574] : INFO : Epoch 1768 | loss: 0.0311004 | val_loss: 0.031167 | Time: 1424.39 ms [2022-01-05 22:36:42 main:574] : INFO : Epoch 1769 | loss: 0.0311046 | val_loss: 0.0311593 | Time: 1422.52 ms [2022-01-05 22:36:44 main:574] : INFO : Epoch 1770 | loss: 0.0311022 | val_loss: 0.0311485 | Time: 1502.69 ms [2022-01-05 22:36:45 main:574] : INFO : Epoch 1771 | loss: 0.0311 | val_loss: 0.0311567 | Time: 1440.61 ms [2022-01-05 22:36:47 main:574] : INFO : Epoch 1772 | loss: 0.0310987 | val_loss: 0.0311527 | Time: 1435.74 ms [2022-01-05 22:36:48 main:574] : INFO : Epoch 1773 | loss: 0.0311038 | val_loss: 0.0311527 | Time: 1421.69 ms [2022-01-05 22:36:50 main:574] : INFO : Epoch 1774 | loss: 0.0311028 | val_loss: 0.0311498 | Time: 1431.06 ms [2022-01-05 22:36:51 main:574] : INFO : Epoch 1775 | loss: 0.0311147 | val_loss: 0.0311478 | Time: 1428.08 ms [2022-01-05 22:36:53 main:574] : INFO : Epoch 1776 | loss: 0.0311105 | val_loss: 0.0311498 | Time: 1433.94 ms [2022-01-05 22:36:54 main:574] : INFO : Epoch 1777 | loss: 0.0311113 | val_loss: 0.0311577 | Time: 1440.03 ms [2022-01-05 22:36:56 main:574] : INFO : Epoch 1778 | loss: 0.0311127 | val_loss: 0.0311512 | Time: 1429.57 ms [2022-01-05 22:36:57 main:574] : INFO : Epoch 1779 | loss: 0.0311079 | val_loss: 0.0311534 | Time: 1433.13 ms [2022-01-05 22:36:59 main:574] : INFO : Epoch 1780 | loss: 0.0311047 | val_loss: 0.031152 | Time: 1414.47 ms [2022-01-05 22:37:00 main:574] : INFO : Epoch 1781 | loss: 0.0311011 | val_loss: 0.0311551 | Time: 1430.6 ms [2022-01-05 22:37:02 main:574] : INFO : Epoch 1782 | loss: 0.0311002 | val_loss: 0.031157 | Time: 1428.11 ms [2022-01-05 22:37:03 main:574] : INFO : Epoch 1783 | loss: 0.0310986 | val_loss: 0.0311488 | Time: 1436.88 ms [2022-01-05 22:37:05 main:574] : INFO : Epoch 1784 | loss: 0.0310979 | val_loss: 0.0311609 | Time: 1451.99 ms [2022-01-05 22:37:06 main:574] : INFO : Epoch 1785 | loss: 0.0310982 | val_loss: 0.0311506 | Time: 1423.43 ms [2022-01-05 22:37:08 main:574] : INFO : Epoch 1786 | loss: 0.0310951 | val_loss: 0.0311559 | Time: 1423.92 ms [2022-01-05 22:37:09 main:574] : INFO : Epoch 1787 | loss: 0.0310925 | val_loss: 0.0311539 | Time: 1430.71 ms [2022-01-05 22:37:11 main:574] : INFO : Epoch 1788 | loss: 0.0311011 | val_loss: 0.031167 | Time: 1429.21 ms [2022-01-05 22:37:12 main:574] : INFO : Epoch 1789 | loss: 0.0311032 | val_loss: 0.0311606 | Time: 1432.12 ms [2022-01-05 22:37:14 main:574] : INFO : Epoch 1790 | loss: 0.0311108 | val_loss: 0.0311674 | Time: 1428.53 ms [2022-01-05 22:37:15 main:574] : INFO : Epoch 1791 | loss: 0.0311197 | val_loss: 0.0311522 | Time: 1437.9 ms [2022-01-05 22:37:17 main:574] : INFO : Epoch 1792 | loss: 0.0311113 | val_loss: 0.0311532 | Time: 1434.04 ms [2022-01-05 22:37:18 main:574] : INFO : Epoch 1793 | loss: 0.0311039 | val_loss: 0.0311478 | Time: 1419.27 ms [2022-01-05 22:37:20 main:574] : INFO : Epoch 1794 | loss: 0.0311044 | val_loss: 0.0311477 | Time: 1414.62 ms [2022-01-05 22:37:21 main:574] : INFO : Epoch 1795 | loss: 0.0311042 | val_loss: 0.0311486 | Time: 1440.64 ms [2022-01-05 22:37:23 main:574] : INFO : Epoch 1796 | loss: 0.0311002 | val_loss: 0.0311474 | Time: 1430.38 ms [2022-01-05 22:37:24 main:574] : INFO : Epoch 1797 | loss: 0.0310976 | val_loss: 0.0311543 | Time: 1435.04 ms [2022-01-05 22:37:26 main:574] : INFO : Epoch 1798 | loss: 0.0310963 | val_loss: 0.0311502 | Time: 1432.37 ms [2022-01-05 22:37:27 main:574] : INFO : Epoch 1799 | loss: 0.031096 | val_loss: 0.0311508 | Time: 1424.37 ms [2022-01-05 22:37:29 main:574] : INFO : Epoch 1800 | loss: 0.0310941 | val_loss: 0.0311539 | Time: 1445.73 ms [2022-01-05 22:37:30 main:574] : INFO : Epoch 1801 | loss: 0.0310962 | val_loss: 0.031157 | Time: 1419.9 ms [2022-01-05 22:37:32 main:574] : INFO : Epoch 1802 | loss: 0.0311099 | val_loss: 0.0311579 | Time: 1426.38 ms [2022-01-05 22:37:33 main:574] : INFO : Epoch 1803 | loss: 0.0311009 | val_loss: 0.0311515 | Time: 1434.59 ms [2022-01-05 22:37:35 main:574] : INFO : Epoch 1804 | loss: 0.0310947 | val_loss: 0.0311511 | Time: 1431.04 ms [2022-01-05 22:37:36 main:574] : INFO : Epoch 1805 | loss: 0.0310943 | val_loss: 0.0311555 | Time: 1419.75 ms [2022-01-05 22:37:38 main:574] : INFO : Epoch 1806 | loss: 0.0310925 | val_loss: 0.0311501 | Time: 1438.6 ms [2022-01-05 22:37:39 main:574] : INFO : Epoch 1807 | loss: 0.0310898 | val_loss: 0.0311513 | Time: 1431.32 ms [2022-01-05 22:37:41 main:574] : INFO : Epoch 1808 | loss: 0.0310922 | val_loss: 0.0311545 | Time: 1436.39 ms [2022-01-05 22:37:42 main:574] : INFO : Epoch 1809 | loss: 0.031092 | val_loss: 0.0311592 | Time: 1430.7 ms [2022-01-05 22:37:44 main:574] : INFO : Epoch 1810 | loss: 0.0310917 | val_loss: 0.0311524 | Time: 1426.01 ms [2022-01-05 22:37:45 main:574] : INFO : Epoch 1811 | loss: 0.0310916 | val_loss: 0.0311575 | Time: 1433.42 ms [2022-01-05 22:37:47 main:574] : INFO : Epoch 1812 | loss: 0.0310921 | val_loss: 0.0311543 | Time: 1460.93 ms [2022-01-05 22:37:48 main:574] : INFO : Epoch 1813 | loss: 0.0310935 | val_loss: 0.0311509 | Time: 1434.5 ms [2022-01-05 22:37:50 main:574] : INFO : Epoch 1814 | loss: 0.0310907 | val_loss: 0.0311526 | Time: 1435.84 ms [2022-01-05 22:37:51 main:574] : INFO : Epoch 1815 | loss: 0.0310909 | val_loss: 0.0311653 | Time: 1424.07 ms [2022-01-05 22:37:53 main:574] : INFO : Epoch 1816 | loss: 0.0310972 | val_loss: 0.031153 | Time: 1428.64 ms [2022-01-05 22:37:54 main:574] : INFO : Epoch 1817 | loss: 0.031104 | val_loss: 0.0311564 | Time: 1458.03 ms [2022-01-05 22:37:56 main:574] : INFO : Epoch 1818 | loss: 0.0311027 | val_loss: 0.0311555 | Time: 1422.2 ms [2022-01-05 22:37:57 main:574] : INFO : Epoch 1819 | loss: 0.0310968 | val_loss: 0.0311562 | Time: 1423.93 ms [2022-01-05 22:37:59 main:574] : INFO : Epoch 1820 | loss: 0.0310964 | val_loss: 0.0311577 | Time: 1430.18 ms [2022-01-05 22:38:00 main:574] : INFO : Epoch 1821 | loss: 0.0310947 | val_loss: 0.0311514 | Time: 1421.07 ms [2022-01-05 22:38:02 main:574] : INFO : Epoch 1822 | loss: 0.0310968 | val_loss: 0.0311536 | Time: 1429.61 ms [2022-01-05 22:38:03 main:574] : INFO : Epoch 1823 | loss: 0.0311011 | val_loss: 0.0311529 | Time: 1431.33 ms [2022-01-05 22:38:05 main:574] : INFO : Epoch 1824 | loss: 0.0310967 | val_loss: 0.0311478 | Time: 1432.04 ms [2022-01-05 22:38:06 main:574] : INFO : Epoch 1825 | loss: 0.0310938 | val_loss: 0.0311505 | Time: 1434.4 ms [2022-01-05 22:38:08 main:574] : INFO : Epoch 1826 | loss: 0.0310919 | val_loss: 0.0311576 | Time: 1427.82 ms [2022-01-05 22:38:09 main:574] : INFO : Epoch 1827 | loss: 0.031092 | val_loss: 0.0311483 | Time: 1419.75 ms [2022-01-05 22:38:11 main:574] : INFO : Epoch 1828 | loss: 0.0310887 | val_loss: 0.0311551 | Time: 1433.54 ms [2022-01-05 22:38:12 main:574] : INFO : Epoch 1829 | loss: 0.0310877 | val_loss: 0.0311537 | Time: 1411.41 ms [2022-01-05 22:38:14 main:574] : INFO : Epoch 1830 | loss: 0.0310897 | val_loss: 0.0311526 | Time: 1426.76 ms [2022-01-05 22:38:15 main:574] : INFO : Epoch 1831 | loss: 0.0310916 | val_loss: 0.0311572 | Time: 1440.96 ms [2022-01-05 22:38:17 main:574] : INFO : Epoch 1832 | loss: 0.0310942 | val_loss: 0.0311536 | Time: 1416.63 ms [2022-01-05 22:38:18 main:574] : INFO : Epoch 1833 | loss: 0.0310913 | val_loss: 0.0311505 | Time: 1425.7 ms [2022-01-05 22:38:20 main:574] : INFO : Epoch 1834 | loss: 0.0311104 | val_loss: 0.0311522 | Time: 1427.52 ms [2022-01-05 22:38:21 main:574] : INFO : Epoch 1835 | loss: 0.0311051 | val_loss: 0.0311526 | Time: 1427.85 ms [2022-01-05 22:38:23 main:574] : INFO : Epoch 1836 | loss: 0.0311014 | val_loss: 0.0311505 | Time: 1423.26 ms [2022-01-05 22:38:24 main:574] : INFO : Epoch 1837 | loss: 0.0310982 | val_loss: 0.0311568 | Time: 1434 ms [2022-01-05 22:38:26 main:574] : INFO : Epoch 1838 | loss: 0.0310937 | val_loss: 0.0311544 | Time: 1430.54 ms [2022-01-05 22:38:27 main:574] : INFO : Epoch 1839 | loss: 0.031093 | val_loss: 0.0311587 | Time: 1427.73 ms [2022-01-05 22:38:28 main:574] : INFO : Epoch 1840 | loss: 0.0310918 | val_loss: 0.031152 | Time: 1415.05 ms [2022-01-05 22:38:30 main:574] : INFO : Epoch 1841 | loss: 0.0310905 | val_loss: 0.0311548 | Time: 1427.53 ms [2022-01-05 22:38:31 main:574] : INFO : Epoch 1842 | loss: 0.0310905 | val_loss: 0.0311555 | Time: 1434.21 ms [2022-01-05 22:38:33 main:574] : INFO : Epoch 1843 | loss: 0.0310908 | val_loss: 0.0311577 | Time: 1426.18 ms [2022-01-05 22:38:34 main:574] : INFO : Epoch 1844 | loss: 0.031095 | val_loss: 0.0311545 | Time: 1458.46 ms [2022-01-05 22:38:36 main:574] : INFO : Epoch 1845 | loss: 0.0310961 | val_loss: 0.0311512 | Time: 1415.48 ms [2022-01-05 22:38:37 main:574] : INFO : Epoch 1846 | loss: 0.0310963 | val_loss: 0.0311576 | Time: 1431.95 ms [2022-01-05 22:38:39 main:574] : INFO : Epoch 1847 | loss: 0.0310967 | val_loss: 0.0311623 | Time: 1442.35 ms [2022-01-05 22:38:40 main:574] : INFO : Epoch 1848 | loss: 0.0310921 | val_loss: 0.0311529 | Time: 1422.52 ms [2022-01-05 22:38:42 main:574] : INFO : Epoch 1849 | loss: 0.0311046 | val_loss: 0.0311494 | Time: 1415.54 ms [2022-01-05 22:38:43 main:574] : INFO : Epoch 1850 | loss: 0.0311078 | val_loss: 0.0311563 | Time: 1411.69 ms [2022-01-05 22:38:45 main:574] : INFO : Epoch 1851 | loss: 0.0311013 | val_loss: 0.0311514 | Time: 1432.85 ms [2022-01-05 22:38:46 main:574] : INFO : Epoch 1852 | loss: 0.0311005 | val_loss: 0.031158 | Time: 1425.14 ms [2022-01-05 22:38:48 main:574] : INFO : Epoch 1853 | loss: 0.0310977 | val_loss: 0.031153 | Time: 1430.84 ms [2022-01-05 22:38:49 main:574] : INFO : Epoch 1854 | loss: 0.0310987 | val_loss: 0.0311587 | Time: 1425.24 ms [2022-01-05 22:38:51 main:574] : INFO : Epoch 1855 | loss: 0.0310969 | val_loss: 0.0311514 | Time: 1438.98 ms [2022-01-05 22:38:52 main:574] : INFO : Epoch 1856 | loss: 0.031096 | val_loss: 0.0311507 | Time: 1432.16 ms [2022-01-05 22:38:54 main:574] : INFO : Epoch 1857 | loss: 0.0310929 | val_loss: 0.0311591 | Time: 1424.38 ms [2022-01-05 22:38:55 main:574] : INFO : Epoch 1858 | loss: 0.031091 | val_loss: 0.0311563 | Time: 1442.91 ms [2022-01-05 22:38:57 main:574] : INFO : Epoch 1859 | loss: 0.0310927 | val_loss: 0.031161 | Time: 1426.11 ms [2022-01-05 22:38:58 main:574] : INFO : Epoch 1860 | loss: 0.0311077 | val_loss: 0.0311524 | Time: 1454.62 ms [2022-01-05 22:39:00 main:574] : INFO : Epoch 1861 | loss: 0.0311206 | val_loss: 0.031146 | Time: 1436.21 ms [2022-01-05 22:39:01 main:574] : INFO : Epoch 1862 | loss: 0.031109 | val_loss: 0.031163 | Time: 1436.89 ms [2022-01-05 22:39:03 main:574] : INFO : Epoch 1863 | loss: 0.0311032 | val_loss: 0.0311527 | Time: 1426.54 ms [2022-01-05 22:39:04 main:574] : INFO : Epoch 1864 | loss: 0.0310985 | val_loss: 0.0311538 | Time: 1439.45 ms [2022-01-05 22:39:06 main:574] : INFO : Epoch 1865 | loss: 0.0311046 | val_loss: 0.0311571 | Time: 1440.06 ms [2022-01-05 22:39:07 main:574] : INFO : Epoch 1866 | loss: 0.0311001 | val_loss: 0.0311518 | Time: 1424.36 ms [2022-01-05 22:39:09 main:574] : INFO : Epoch 1867 | loss: 0.0311002 | val_loss: 0.0311515 | Time: 1413.58 ms [2022-01-05 22:39:10 main:574] : INFO : Epoch 1868 | loss: 0.0311033 | val_loss: 0.0311541 | Time: 1429.69 ms [2022-01-05 22:39:12 main:574] : INFO : Epoch 1869 | loss: 0.0310985 | val_loss: 0.0311502 | Time: 1431.18 ms [2022-01-05 22:39:13 main:574] : INFO : Epoch 1870 | loss: 0.0310969 | val_loss: 0.0311484 | Time: 1423.81 ms [2022-01-05 22:39:15 main:574] : INFO : Epoch 1871 | loss: 0.0310929 | val_loss: 0.0311505 | Time: 1443.92 ms [2022-01-05 22:39:16 main:574] : INFO : Epoch 1872 | loss: 0.0310982 | val_loss: 0.0311531 | Time: 1415.1 ms [2022-01-05 22:39:18 main:574] : INFO : Epoch 1873 | loss: 0.0311039 | val_loss: 0.0311567 | Time: 1435.53 ms [2022-01-05 22:39:19 main:574] : INFO : Epoch 1874 | loss: 0.0311078 | val_loss: 0.0311568 | Time: 1437.4 ms [2022-01-05 22:39:21 main:574] : INFO : Epoch 1875 | loss: 0.0311076 | val_loss: 0.0311642 | Time: 1417.07 ms [2022-01-05 22:39:22 main:574] : INFO : Epoch 1876 | loss: 0.0311027 | val_loss: 0.0311474 | Time: 1420.74 ms [2022-01-05 22:39:24 main:574] : INFO : Epoch 1877 | loss: 0.0310992 | val_loss: 0.0311609 | Time: 1431.1 ms [2022-01-05 22:39:25 main:574] : INFO : Epoch 1878 | loss: 0.0311015 | val_loss: 0.0311506 | Time: 1426.66 ms [2022-01-05 22:39:27 main:574] : INFO : Epoch 1879 | loss: 0.0311001 | val_loss: 0.0311513 | Time: 1426.69 ms [2022-01-05 22:39:28 main:574] : INFO : Epoch 1880 | loss: 0.0310955 | val_loss: 0.0311477 | Time: 1419.56 ms [2022-01-05 22:39:30 main:574] : INFO : Epoch 1881 | loss: 0.0310978 | val_loss: 0.0311497 | Time: 1430.97 ms [2022-01-05 22:39:31 main:574] : INFO : Epoch 1882 | loss: 0.0310956 | val_loss: 0.0311471 | Time: 1421.6 ms [2022-01-05 22:39:33 main:574] : INFO : Epoch 1883 | loss: 0.0311131 | val_loss: 0.0311525 | Time: 1417.99 ms [2022-01-05 22:39:34 main:574] : INFO : Epoch 1884 | loss: 0.0311066 | val_loss: 0.0311493 | Time: 1429.42 ms [2022-01-05 22:39:36 main:574] : INFO : Epoch 1885 | loss: 0.0311029 | val_loss: 0.0311498 | Time: 1434.88 ms [2022-01-05 22:39:37 main:574] : INFO : Epoch 1886 | loss: 0.031103 | val_loss: 0.0311513 | Time: 1427.99 ms [2022-01-05 22:39:39 main:574] : INFO : Epoch 1887 | loss: 0.031101 | val_loss: 0.031149 | Time: 1448.56 ms [2022-01-05 22:39:40 main:574] : INFO : Epoch 1888 | loss: 0.0311001 | val_loss: 0.0311581 | Time: 1435.16 ms [2022-01-05 22:39:42 main:574] : INFO : Epoch 1889 | loss: 0.0310945 | val_loss: 0.0311534 | Time: 1427.6 ms [2022-01-05 22:39:43 main:574] : INFO : Epoch 1890 | loss: 0.0310931 | val_loss: 0.0311577 | Time: 1439.72 ms [2022-01-05 22:39:45 main:574] : INFO : Epoch 1891 | loss: 0.0310914 | val_loss: 0.0311478 | Time: 1426.33 ms [2022-01-05 22:39:46 main:574] : INFO : Epoch 1892 | loss: 0.0310925 | val_loss: 0.0311525 | Time: 1431 ms [2022-01-05 22:39:48 main:574] : INFO : Epoch 1893 | loss: 0.0310915 | val_loss: 0.0311532 | Time: 1429.77 ms [2022-01-05 22:39:49 main:574] : INFO : Epoch 1894 | loss: 0.031093 | val_loss: 0.0311446 | Time: 1423.97 ms [2022-01-05 22:39:51 main:574] : INFO : Epoch 1895 | loss: 0.0310946 | val_loss: 0.0311463 | Time: 1417.3 ms [2022-01-05 22:39:52 main:574] : INFO : Epoch 1896 | loss: 0.0310925 | val_loss: 0.0311545 | Time: 1422.32 ms [2022-01-05 22:39:53 main:574] : INFO : Epoch 1897 | loss: 0.031089 | val_loss: 0.0311462 | Time: 1441.56 ms [2022-01-05 22:39:55 main:574] : INFO : Epoch 1898 | loss: 0.031088 | val_loss: 0.0311469 | Time: 1452.02 ms [2022-01-05 22:39:57 main:574] : INFO : Epoch 1899 | loss: 0.0310873 | val_loss: 0.0311545 | Time: 1438.25 ms [2022-01-05 22:39:58 main:574] : INFO : Epoch 1900 | loss: 0.031086 | val_loss: 0.0311566 | Time: 1425.69 ms [2022-01-05 22:40:00 main:574] : INFO : Epoch 1901 | loss: 0.0310879 | val_loss: 0.0311499 | Time: 1421.14 ms [2022-01-05 22:40:01 main:574] : INFO : Epoch 1902 | loss: 0.0310865 | val_loss: 0.0311554 | Time: 1428.85 ms [2022-01-05 22:40:02 main:574] : INFO : Epoch 1903 | loss: 0.0310862 | val_loss: 0.0311559 | Time: 1418.77 ms [2022-01-05 22:40:04 main:574] : INFO : Epoch 1904 | loss: 0.0310895 | val_loss: 0.0311549 | Time: 1422.02 ms [2022-01-05 22:40:05 main:574] : INFO : Epoch 1905 | loss: 0.0310895 | val_loss: 0.0311481 | Time: 1438.87 ms [2022-01-05 22:40:07 main:574] : INFO : Epoch 1906 | loss: 0.0310905 | val_loss: 0.0311671 | Time: 1435.94 ms [2022-01-05 22:40:08 main:574] : INFO : Epoch 1907 | loss: 0.0310865 | val_loss: 0.0311639 | Time: 1430.21 ms [2022-01-05 22:40:10 main:574] : INFO : Epoch 1908 | loss: 0.0310843 | val_loss: 0.0311546 | Time: 1429.11 ms [2022-01-05 22:40:11 main:574] : INFO : Epoch 1909 | loss: 0.031083 | val_loss: 0.0311604 | Time: 1430.97 ms [2022-01-05 22:40:13 main:574] : INFO : Epoch 1910 | loss: 0.0310842 | val_loss: 0.031155 | Time: 1431.57 ms [2022-01-05 22:40:14 main:574] : INFO : Epoch 1911 | loss: 0.0310976 | val_loss: 0.0311534 | Time: 1445.15 ms [2022-01-05 22:40:16 main:574] : INFO : Epoch 1912 | loss: 0.0310906 | val_loss: 0.0311514 | Time: 1426.95 ms [2022-01-05 22:40:17 main:574] : INFO : Epoch 1913 | loss: 0.0310897 | val_loss: 0.0311566 | Time: 1429.08 ms [2022-01-05 22:40:19 main:574] : INFO : Epoch 1914 | loss: 0.0310924 | val_loss: 0.0311564 | Time: 1417.97 ms [2022-01-05 22:40:20 main:574] : INFO : Epoch 1915 | loss: 0.0310851 | val_loss: 0.0311482 | Time: 1441.05 ms [2022-01-05 22:40:22 main:574] : INFO : Epoch 1916 | loss: 0.0310842 | val_loss: 0.031165 | Time: 1435.1 ms [2022-01-05 22:40:23 main:574] : INFO : Epoch 1917 | loss: 0.0310913 | val_loss: 0.0311493 | Time: 1428.8 ms [2022-01-05 22:40:25 main:574] : INFO : Epoch 1918 | loss: 0.0311405 | val_loss: 0.031151 | Time: 1451.31 ms [2022-01-05 22:40:26 main:574] : INFO : Epoch 1919 | loss: 0.0311259 | val_loss: 0.0311473 | Time: 1420.33 ms [2022-01-05 22:40:28 main:574] : INFO : Epoch 1920 | loss: 0.0311151 | val_loss: 0.0311422 | Time: 1436.52 ms [2022-01-05 22:40:29 main:574] : INFO : Epoch 1921 | loss: 0.0311058 | val_loss: 0.0311457 | Time: 1421.36 ms [2022-01-05 22:40:31 main:574] : INFO : Epoch 1922 | loss: 0.0311035 | val_loss: 0.0311475 | Time: 1419.51 ms [2022-01-05 22:40:32 main:574] : INFO : Epoch 1923 | loss: 0.0310988 | val_loss: 0.0311509 | Time: 1425.23 ms [2022-01-05 22:40:34 main:574] : INFO : Epoch 1924 | loss: 0.0310959 | val_loss: 0.031145 | Time: 1429.25 ms [2022-01-05 22:40:35 main:574] : INFO : Epoch 1925 | loss: 0.0310943 | val_loss: 0.0311482 | Time: 1438.33 ms [2022-01-05 22:40:37 main:574] : INFO : Epoch 1926 | loss: 0.0310936 | val_loss: 0.0311448 | Time: 1428.35 ms [2022-01-05 22:40:38 main:574] : INFO : Epoch 1927 | loss: 0.0310952 | val_loss: 0.0311421 | Time: 1439.38 ms [2022-01-05 22:40:40 main:574] : INFO : Epoch 1928 | loss: 0.0310938 | val_loss: 0.0311466 | Time: 1439.72 ms [2022-01-05 22:40:41 main:574] : INFO : Epoch 1929 | loss: 0.0310919 | val_loss: 0.0311487 | Time: 1453.04 ms [2022-01-05 22:40:43 main:574] : INFO : Epoch 1930 | loss: 0.0310922 | val_loss: 0.0311575 | Time: 1440.06 ms [2022-01-05 22:40:44 main:574] : INFO : Epoch 1931 | loss: 0.0310934 | val_loss: 0.0311514 | Time: 1428.36 ms [2022-01-05 22:40:46 main:574] : INFO : Epoch 1932 | loss: 0.0310931 | val_loss: 0.031156 | Time: 1417.7 ms [2022-01-05 22:40:47 main:574] : INFO : Epoch 1933 | loss: 0.0310923 | val_loss: 0.0311493 | Time: 1434.05 ms [2022-01-05 22:40:49 main:574] : INFO : Epoch 1934 | loss: 0.0310906 | val_loss: 0.031153 | Time: 1422.63 ms [2022-01-05 22:40:50 main:574] : INFO : Epoch 1935 | loss: 0.03109 | val_loss: 0.0311436 | Time: 1424.04 ms [2022-01-05 22:40:52 main:574] : INFO : Epoch 1936 | loss: 0.0310896 | val_loss: 0.0311486 | Time: 1432.64 ms [2022-01-05 22:40:53 main:574] : INFO : Epoch 1937 | loss: 0.031087 | val_loss: 0.0311586 | Time: 1423.96 ms [2022-01-05 22:40:55 main:574] : INFO : Epoch 1938 | loss: 0.0310863 | val_loss: 0.031152 | Time: 1447.85 ms [2022-01-05 22:40:56 main:574] : INFO : Epoch 1939 | loss: 0.031087 | val_loss: 0.0311455 | Time: 1430.9 ms [2022-01-05 22:40:58 main:574] : INFO : Epoch 1940 | loss: 0.0310854 | val_loss: 0.031152 | Time: 1431.85 ms [2022-01-05 22:40:59 main:574] : INFO : Epoch 1941 | loss: 0.031088 | val_loss: 0.0311524 | Time: 1419.43 ms [2022-01-05 22:41:01 main:574] : INFO : Epoch 1942 | loss: 0.0310888 | val_loss: 0.0311573 | Time: 1442.83 ms [2022-01-05 22:41:02 main:574] : INFO : Epoch 1943 | loss: 0.0310887 | val_loss: 0.0311536 | Time: 1426.68 ms [2022-01-05 22:41:04 main:574] : INFO : Epoch 1944 | loss: 0.0310927 | val_loss: 0.0311461 | Time: 1434.44 ms [2022-01-05 22:41:05 main:574] : INFO : Epoch 1945 | loss: 0.0310947 | val_loss: 0.0311509 | Time: 1438.47 ms [2022-01-05 22:41:07 main:574] : INFO : Epoch 1946 | loss: 0.0310898 | val_loss: 0.0311487 | Time: 1424.92 ms [2022-01-05 22:41:08 main:574] : INFO : Epoch 1947 | loss: 0.031092 | val_loss: 0.0311527 | Time: 1421.15 ms [2022-01-05 22:41:10 main:574] : INFO : Epoch 1948 | loss: 0.0310911 | val_loss: 0.0311443 | Time: 1438.58 ms [2022-01-05 22:41:11 main:574] : INFO : Epoch 1949 | loss: 0.0310907 | val_loss: 0.0311505 | Time: 1428.87 ms [2022-01-05 22:41:13 main:574] : INFO : Epoch 1950 | loss: 0.0310885 | val_loss: 0.0311622 | Time: 1433.13 ms [2022-01-05 22:41:14 main:574] : INFO : Epoch 1951 | loss: 0.0310897 | val_loss: 0.0311491 | Time: 1441.92 ms [2022-01-05 22:41:16 main:574] : INFO : Epoch 1952 | loss: 0.0310869 | val_loss: 0.0311519 | Time: 1426.13 ms [2022-01-05 22:41:17 main:574] : INFO : Epoch 1953 | loss: 0.0310857 | val_loss: 0.0311491 | Time: 1417.24 ms [2022-01-05 22:41:19 main:574] : INFO : Epoch 1954 | loss: 0.0310855 | val_loss: 0.0311669 | Time: 1425.31 ms [2022-01-05 22:41:20 main:574] : INFO : Epoch 1955 | loss: 0.03109 | val_loss: 0.0311594 | Time: 1425.44 ms [2022-01-05 22:41:22 main:574] : INFO : Epoch 1956 | loss: 0.0310867 | val_loss: 0.0311551 | Time: 1412.12 ms [2022-01-05 22:41:23 main:574] : INFO : Epoch 1957 | loss: 0.0310829 | val_loss: 0.0311537 | Time: 1417.74 ms [2022-01-05 22:41:25 main:574] : INFO : Epoch 1958 | loss: 0.0310819 | val_loss: 0.0311566 | Time: 1447.26 ms [2022-01-05 22:41:26 main:574] : INFO : Epoch 1959 | loss: 0.0310885 | val_loss: 0.0311473 | Time: 1411.84 ms [2022-01-05 22:41:28 main:574] : INFO : Epoch 1960 | loss: 0.0311182 | val_loss: 0.0311561 | Time: 1418.14 ms [2022-01-05 22:41:29 main:574] : INFO : Epoch 1961 | loss: 0.0311086 | val_loss: 0.0311454 | Time: 1427.67 ms [2022-01-05 22:41:31 main:574] : INFO : Epoch 1962 | loss: 0.031102 | val_loss: 0.0311457 | Time: 1428.76 ms [2022-01-05 22:41:32 main:574] : INFO : Epoch 1963 | loss: 0.0310959 | val_loss: 0.0311513 | Time: 1427.82 ms [2022-01-05 22:41:34 main:574] : INFO : Epoch 1964 | loss: 0.031098 | val_loss: 0.0311474 | Time: 1432.54 ms [2022-01-05 22:41:35 main:574] : INFO : Epoch 1965 | loss: 0.0310984 | val_loss: 0.0311471 | Time: 1428.54 ms [2022-01-05 22:41:37 main:574] : INFO : Epoch 1966 | loss: 0.0310937 | val_loss: 0.0311598 | Time: 1451.08 ms [2022-01-05 22:41:38 main:574] : INFO : Epoch 1967 | loss: 0.0310897 | val_loss: 0.0311544 | Time: 1428.62 ms [2022-01-05 22:41:40 main:574] : INFO : Epoch 1968 | loss: 0.031084 | val_loss: 0.0311534 | Time: 1426.64 ms [2022-01-05 22:41:41 main:574] : INFO : Epoch 1969 | loss: 0.0311018 | val_loss: 0.0311514 | Time: 1440.41 ms [2022-01-05 22:41:43 main:574] : INFO : Epoch 1970 | loss: 0.0310977 | val_loss: 0.0311501 | Time: 1430.27 ms [2022-01-05 22:41:44 main:574] : INFO : Epoch 1971 | loss: 0.031091 | val_loss: 0.0311538 | Time: 1435.91 ms [2022-01-05 22:41:46 main:574] : INFO : Epoch 1972 | loss: 0.0310854 | val_loss: 0.0311486 | Time: 1422.64 ms [2022-01-05 22:41:47 main:574] : INFO : Epoch 1973 | loss: 0.0310829 | val_loss: 0.0311529 | Time: 1440.34 ms [2022-01-05 22:41:49 main:574] : INFO : Epoch 1974 | loss: 0.0310842 | val_loss: 0.0311503 | Time: 1417.89 ms [2022-01-05 22:41:50 main:574] : INFO : Epoch 1975 | loss: 0.0310846 | val_loss: 0.031152 | Time: 1430.82 ms [2022-01-05 22:41:51 main:574] : INFO : Epoch 1976 | loss: 0.0310848 | val_loss: 0.0311555 | Time: 1428.26 ms [2022-01-05 22:41:53 main:574] : INFO : Epoch 1977 | loss: 0.0310857 | val_loss: 0.0311545 | Time: 1426.02 ms [2022-01-05 22:41:54 main:574] : INFO : Epoch 1978 | loss: 0.0310837 | val_loss: 0.0311541 | Time: 1437.29 ms [2022-01-05 22:41:56 main:574] : INFO : Epoch 1979 | loss: 0.0310826 | val_loss: 0.0311582 | Time: 1428.51 ms [2022-01-05 22:41:57 main:574] : INFO : Epoch 1980 | loss: 0.0310836 | val_loss: 0.0311513 | Time: 1424.1 ms [2022-01-05 22:41:59 main:574] : INFO : Epoch 1981 | loss: 0.0310796 | val_loss: 0.0311564 | Time: 1432.12 ms [2022-01-05 22:42:00 main:574] : INFO : Epoch 1982 | loss: 0.031098 | val_loss: 0.0311589 | Time: 1440.4 ms [2022-01-05 22:42:02 main:574] : INFO : Epoch 1983 | loss: 0.0310988 | val_loss: 0.0311548 | Time: 1426.94 ms [2022-01-05 22:42:03 main:574] : INFO : Epoch 1984 | loss: 0.0310922 | val_loss: 0.0311597 | Time: 1416.36 ms [2022-01-05 22:42:05 main:574] : INFO : Epoch 1985 | loss: 0.0310985 | val_loss: 0.0311502 | Time: 1440.2 ms [2022-01-05 22:42:06 main:574] : INFO : Epoch 1986 | loss: 0.0311255 | val_loss: 0.0311486 | Time: 1426.82 ms [2022-01-05 22:42:08 main:574] : INFO : Epoch 1987 | loss: 0.031115 | val_loss: 0.0311529 | Time: 1435.65 ms [2022-01-05 22:42:09 main:574] : INFO : Epoch 1988 | loss: 0.0311081 | val_loss: 0.0311515 | Time: 1427.48 ms [2022-01-05 22:42:11 main:574] : INFO : Epoch 1989 | loss: 0.0311081 | val_loss: 0.0311672 | Time: 1430.59 ms [2022-01-05 22:42:12 main:574] : INFO : Epoch 1990 | loss: 0.0311152 | val_loss: 0.03117 | Time: 1428.75 ms [2022-01-05 22:42:14 main:574] : INFO : Epoch 1991 | loss: 0.0311841 | val_loss: 0.0311977 | Time: 1430.14 ms [2022-01-05 22:42:15 main:574] : INFO : Epoch 1992 | loss: 0.0311904 | val_loss: 0.0311886 | Time: 1427.36 ms [2022-01-05 22:42:17 main:574] : INFO : Epoch 1993 | loss: 0.0311809 | val_loss: 0.031186 | Time: 1440.31 ms [2022-01-05 22:42:18 main:574] : INFO : Epoch 1994 | loss: 0.0311773 | val_loss: 0.031178 | Time: 1436.48 ms [2022-01-05 22:42:20 main:574] : INFO : Epoch 1995 | loss: 0.0311729 | val_loss: 0.0311727 | Time: 1431.11 ms [2022-01-05 22:42:21 main:574] : INFO : Epoch 1996 | loss: 0.0311698 | val_loss: 0.0311733 | Time: 1434.59 ms [2022-01-05 22:42:23 main:574] : INFO : Epoch 1997 | loss: 0.0311678 | val_loss: 0.0311718 | Time: 1443.5 ms [2022-01-05 22:42:24 main:574] : INFO : Epoch 1998 | loss: 0.0311664 | val_loss: 0.0311756 | Time: 1438.08 ms [2022-01-05 22:42:26 main:574] : INFO : Epoch 1999 | loss: 0.0311653 | val_loss: 0.0311699 | Time: 1422.49 ms [2022-01-05 22:42:27 main:574] : INFO : Epoch 2000 | loss: 0.0311611 | val_loss: 0.0311676 | Time: 1442.41 ms [2022-01-05 22:42:29 main:574] : INFO : Epoch 2001 | loss: 0.0311591 | val_loss: 0.0311665 | Time: 1430.62 ms [2022-01-05 22:42:30 main:574] : INFO : Epoch 2002 | loss: 0.0311605 | val_loss: 0.0311704 | Time: 1445.47 ms [2022-01-05 22:42:32 main:574] : INFO : Epoch 2003 | loss: 0.0311559 | val_loss: 0.0311637 | Time: 1417.59 ms [2022-01-05 22:42:33 main:574] : INFO : Epoch 2004 | loss: 0.0311535 | val_loss: 0.0311638 | Time: 1447.1 ms [2022-01-05 22:42:35 main:574] : INFO : Epoch 2005 | loss: 0.0311539 | val_loss: 0.0311688 | Time: 1438.02 ms [2022-01-05 22:42:36 main:574] : INFO : Epoch 2006 | loss: 0.0311544 | val_loss: 0.0311625 | Time: 1427.62 ms [2022-01-05 22:42:38 main:574] : INFO : Epoch 2007 | loss: 0.0311508 | val_loss: 0.0311617 | Time: 1433.45 ms [2022-01-05 22:42:39 main:574] : INFO : Epoch 2008 | loss: 0.0311502 | val_loss: 0.0311613 | Time: 1456.95 ms [2022-01-05 22:42:41 main:574] : INFO : Epoch 2009 | loss: 0.0311498 | val_loss: 0.0311595 | Time: 1427.07 ms [2022-01-05 22:42:42 main:574] : INFO : Epoch 2010 | loss: 0.0311462 | val_loss: 0.0311614 | Time: 1442.32 ms [2022-01-05 22:42:44 main:574] : INFO : Epoch 2011 | loss: 0.031148 | val_loss: 0.0311585 | Time: 1419.97 ms [2022-01-05 22:42:45 main:574] : INFO : Epoch 2012 | loss: 0.0311462 | val_loss: 0.0311576 | Time: 1446.07 ms [2022-01-05 22:42:47 main:574] : INFO : Epoch 2013 | loss: 0.031145 | val_loss: 0.0311574 | Time: 1420.44 ms [2022-01-05 22:42:48 main:574] : INFO : Epoch 2014 | loss: 0.0311474 | val_loss: 0.0311607 | Time: 1450.37 ms [2022-01-05 22:42:50 main:574] : INFO : Epoch 2015 | loss: 0.0311498 | val_loss: 0.0311557 | Time: 1421.86 ms [2022-01-05 22:42:51 main:574] : INFO : Epoch 2016 | loss: 0.0311438 | val_loss: 0.0311556 | Time: 1437.55 ms [2022-01-05 22:42:53 main:574] : INFO : Epoch 2017 | loss: 0.0311397 | val_loss: 0.0311592 | Time: 1417.39 ms [2022-01-05 22:42:54 main:574] : INFO : Epoch 2018 | loss: 0.0311371 | val_loss: 0.0311525 | Time: 1439.32 ms [2022-01-05 22:42:56 main:574] : INFO : Epoch 2019 | loss: 0.0311364 | val_loss: 0.0311487 | Time: 1427.52 ms [2022-01-05 22:42:57 main:574] : INFO : Epoch 2020 | loss: 0.031134 | val_loss: 0.0311498 | Time: 1428.42 ms [2022-01-05 22:42:59 main:574] : INFO : Epoch 2021 | loss: 0.0311328 | val_loss: 0.0311475 | Time: 1424.34 ms [2022-01-05 22:43:00 main:574] : INFO : Epoch 2022 | loss: 0.0311327 | val_loss: 0.0311497 | Time: 1441.89 ms [2022-01-05 22:43:02 main:574] : INFO : Epoch 2023 | loss: 0.0311307 | val_loss: 0.0311481 | Time: 1430.02 ms [2022-01-05 22:43:03 main:574] : INFO : Epoch 2024 | loss: 0.0311295 | val_loss: 0.0311508 | Time: 1428.08 ms [2022-01-05 22:43:05 main:574] : INFO : Epoch 2025 | loss: 0.0311286 | val_loss: 0.0311478 | Time: 1451.13 ms [2022-01-05 22:43:06 main:574] : INFO : Epoch 2026 | loss: 0.0311289 | val_loss: 0.0311495 | Time: 1438.83 ms [2022-01-05 22:43:08 main:574] : INFO : Epoch 2027 | loss: 0.0311316 | val_loss: 0.0311471 | Time: 1424.16 ms [2022-01-05 22:43:09 main:574] : INFO : Epoch 2028 | loss: 0.0311284 | val_loss: 0.0311455 | Time: 1439.79 ms [2022-01-05 22:43:11 main:574] : INFO : Epoch 2029 | loss: 0.031136 | val_loss: 0.0311516 | Time: 1440.3 ms [2022-01-05 22:43:12 main:574] : INFO : Epoch 2030 | loss: 0.0311342 | val_loss: 0.0311495 | Time: 1431.49 ms [2022-01-05 22:43:14 main:574] : INFO : Epoch 2031 | loss: 0.0311294 | val_loss: 0.0311491 | Time: 1433.23 ms [2022-01-05 22:43:15 main:574] : INFO : Epoch 2032 | loss: 0.0311275 | val_loss: 0.031146 | Time: 1440.59 ms [2022-01-05 22:43:17 main:574] : INFO : Epoch 2033 | loss: 0.0311256 | val_loss: 0.0311476 | Time: 1413.32 ms [2022-01-05 22:43:18 main:574] : INFO : Epoch 2034 | loss: 0.031124 | val_loss: 0.0311479 | Time: 1434.49 ms [2022-01-05 22:43:20 main:574] : INFO : Epoch 2035 | loss: 0.0311245 | val_loss: 0.0311528 | Time: 1419.98 ms [2022-01-05 22:43:21 main:574] : INFO : Epoch 2036 | loss: 0.0311231 | val_loss: 0.031151 | Time: 1431.47 ms [2022-01-05 22:43:23 main:574] : INFO : Epoch 2037 | loss: 0.0311221 | val_loss: 0.031145 | Time: 1418.1 ms [2022-01-05 22:43:24 main:574] : INFO : Epoch 2038 | loss: 0.0311223 | val_loss: 0.0311444 | Time: 1428.88 ms [2022-01-05 22:43:26 main:574] : INFO : Epoch 2039 | loss: 0.0311224 | val_loss: 0.0311481 | Time: 1428.43 ms [2022-01-05 22:43:27 main:574] : INFO : Epoch 2040 | loss: 0.0311258 | val_loss: 0.0311484 | Time: 1426.12 ms [2022-01-05 22:43:29 main:574] : INFO : Epoch 2041 | loss: 0.0311196 | val_loss: 0.0311459 | Time: 1431.06 ms [2022-01-05 22:43:30 main:574] : INFO : Epoch 2042 | loss: 0.0311179 | val_loss: 0.0311431 | Time: 1436.54 ms [2022-01-05 22:43:32 main:574] : INFO : Epoch 2043 | loss: 0.0311169 | val_loss: 0.0311517 | Time: 1431.01 ms [2022-01-05 22:43:33 main:574] : INFO : Epoch 2044 | loss: 0.0311184 | val_loss: 0.0311436 | Time: 1421.91 ms [2022-01-05 22:43:35 main:574] : INFO : Epoch 2045 | loss: 0.0311166 | val_loss: 0.031149 | Time: 1440.37 ms [2022-01-05 22:43:36 main:574] : INFO : Epoch 2046 | loss: 0.0311142 | val_loss: 0.0311535 | Time: 1429.78 ms [2022-01-05 22:43:38 main:574] : INFO : Epoch 2047 | loss: 0.0311156 | val_loss: 0.0311455 | Time: 1434.5 ms [2022-01-05 22:43:39 main:574] : INFO : Epoch 2048 | loss: 0.0311135 | val_loss: 0.0311415 | Time: 1451.05 ms [2022-01-05 22:43:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311415 [2022-01-05 22:43:39 main:603] : INFO : Saving end state to config to file [2022-01-05 22:43:39 main:608] : INFO : Success, exiting.. 22:43:39 (3192): 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)