Task 4513880
| Name | ParityMachine-1612383764-6521-4_1 |
| Workunit | 2439682 |
| Created | 23 Mar 2021, 6:41:35 UTC |
| Sent | 23 Mar 2021, 7:54:57 UTC |
| Report deadline | 30 Mar 2021, 7:54:57 UTC |
| Received | 23 Mar 2021, 12:48:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4668 |
| Run time | 49 min 18 sec |
| CPU time | 48 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,497.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.03115 | val_loss: 0.0311532 | Time: 1422.45 ms [2021-03-23 13:36:35 main:574] : INFO : Epoch 1543 | loss: 0.0311541 | val_loss: 0.0311636 | Time: 1422.18 ms [2021-03-23 13:36:37 main:574] : INFO : Epoch 1544 | loss: 0.0311563 | val_loss: 0.0311797 | Time: 1430.77 ms [2021-03-23 13:36:38 main:574] : INFO : Epoch 1545 | loss: 0.0311554 | val_loss: 0.031172 | Time: 1434.6 ms [2021-03-23 13:36:39 main:574] : INFO : Epoch 1546 | loss: 0.0311609 | val_loss: 0.0311751 | Time: 1422.95 ms [2021-03-23 13:36:41 main:574] : INFO : Epoch 1547 | loss: 0.0311647 | val_loss: 0.0311665 | Time: 1424.63 ms [2021-03-23 13:36:42 main:574] : INFO : Epoch 1548 | loss: 0.0311528 | val_loss: 0.0311551 | Time: 1421.41 ms [2021-03-23 13:36:44 main:574] : INFO : Epoch 1549 | loss: 0.0311528 | val_loss: 0.0311596 | Time: 1431.65 ms [2021-03-23 13:36:45 main:574] : INFO : Epoch 1550 | loss: 0.0311504 | val_loss: 0.0311602 | Time: 1436.11 ms [2021-03-23 13:36:47 main:574] : INFO : Epoch 1551 | loss: 0.0311513 | val_loss: 0.0311543 | Time: 1421.65 ms [2021-03-23 13:36:48 main:574] : INFO : Epoch 1552 | loss: 0.031151 | val_loss: 0.0311543 | Time: 1423.99 ms [2021-03-23 13:36:49 main:574] : INFO : Epoch 1553 | loss: 0.0311536 | val_loss: 0.0311573 | Time: 1428.26 ms [2021-03-23 13:36:51 main:574] : INFO : Epoch 1554 | loss: 0.0311523 | val_loss: 0.0311559 | Time: 1421.34 ms [2021-03-23 13:36:52 main:574] : INFO : Epoch 1555 | loss: 0.0311488 | val_loss: 0.0311622 | Time: 1430.59 ms [2021-03-23 13:36:54 main:574] : INFO : Epoch 1556 | loss: 0.0311514 | val_loss: 0.0311628 | Time: 1428.36 ms [2021-03-23 13:36:55 main:574] : INFO : Epoch 1557 | loss: 0.0311534 | val_loss: 0.0311795 | Time: 1418.25 ms [2021-03-23 13:36:57 main:574] : INFO : Epoch 1558 | loss: 0.0311558 | val_loss: 0.0311689 | Time: 1430.04 ms [2021-03-23 13:36:58 main:574] : INFO : Epoch 1559 | loss: 0.0311632 | val_loss: 0.0311685 | Time: 1424.49 ms [2021-03-23 13:37:00 main:574] : INFO : Epoch 1560 | loss: 0.0311617 | val_loss: 0.0311709 | Time: 1428.16 ms [2021-03-23 13:37:01 main:574] : INFO : Epoch 1561 | loss: 0.0311562 | val_loss: 0.031155 | Time: 1430.36 ms [2021-03-23 13:37:02 main:574] : INFO : Epoch 1562 | loss: 0.0311501 | val_loss: 0.0311563 | Time: 1424.66 ms [2021-03-23 13:37:04 main:574] : INFO : Epoch 1563 | loss: 0.0311495 | val_loss: 0.0311577 | Time: 1425.85 ms [2021-03-23 13:37:05 main:574] : INFO : Epoch 1564 | loss: 0.0311529 | val_loss: 0.0311559 | Time: 1424.62 ms [2021-03-23 13:37:07 main:574] : INFO : Epoch 1565 | loss: 0.0311499 | val_loss: 0.0311605 | Time: 1423.22 ms [2021-03-23 13:37:08 main:574] : INFO : Epoch 1566 | loss: 0.0311536 | val_loss: 0.0311581 | Time: 1422.37 ms [2021-03-23 13:37:10 main:574] : INFO : Epoch 1567 | loss: 0.0311495 | val_loss: 0.0311604 | Time: 1420.89 ms [2021-03-23 13:37:11 main:574] : INFO : Epoch 1568 | loss: 0.0311522 | val_loss: 0.0311559 | Time: 1422.71 ms [2021-03-23 13:37:12 main:574] : INFO : Epoch 1569 | loss: 0.0311507 | val_loss: 0.0311562 | Time: 1424.14 ms [2021-03-23 13:37:14 main:574] : INFO : Epoch 1570 | loss: 0.031151 | val_loss: 0.0311599 | Time: 1424.88 ms [2021-03-23 13:37:15 main:574] : INFO : Epoch 1571 | loss: 0.0311529 | val_loss: 0.0311574 | Time: 1424.03 ms [2021-03-23 13:37:17 main:574] : INFO : Epoch 1572 | loss: 0.0311506 | val_loss: 0.0311541 | Time: 1429.22 ms [2021-03-23 13:37:18 main:574] : INFO : Epoch 1573 | loss: 0.031151 | val_loss: 0.0311663 | Time: 1441.47 ms [2021-03-23 13:37:20 main:574] : INFO : Epoch 1574 | loss: 0.0311552 | val_loss: 0.0311592 | Time: 1425.19 ms [2021-03-23 13:37:21 main:574] : INFO : Epoch 1575 | loss: 0.0311546 | val_loss: 0.0311653 | Time: 1428.4 ms [2021-03-23 13:37:22 main:574] : INFO : Epoch 1576 | loss: 0.0311612 | val_loss: 0.0311883 | Time: 1421.62 ms [2021-03-23 13:37:24 main:574] : INFO : Epoch 1577 | loss: 0.0311671 | val_loss: 0.031157 | Time: 1423.58 ms [2021-03-23 13:37:25 main:574] : INFO : Epoch 1578 | loss: 0.0311569 | val_loss: 0.0311771 | Time: 1423.75 ms [2021-03-23 13:37:27 main:574] : INFO : Epoch 1579 | loss: 0.0311679 | val_loss: 0.0311561 | Time: 1433.78 ms [2021-03-23 13:37:28 main:574] : INFO : Epoch 1580 | loss: 0.0311573 | val_loss: 0.0311542 | Time: 1423.75 ms [2021-03-23 13:37:30 main:574] : INFO : Epoch 1581 | loss: 0.0311515 | val_loss: 0.0311544 | Time: 1428.58 ms [2021-03-23 13:37:31 main:574] : INFO : Epoch 1582 | loss: 0.0311554 | val_loss: 0.0311566 | Time: 1428.55 ms [2021-03-23 13:37:33 main:574] : INFO : Epoch 1583 | loss: 0.0311527 | val_loss: 0.0311536 | Time: 1431.6 ms [2021-03-23 13:37:34 main:574] : INFO : Epoch 1584 | loss: 0.0311541 | val_loss: 0.0311538 | Time: 1432.14 ms [2021-03-23 13:37:35 main:574] : INFO : Epoch 1585 | loss: 0.0311515 | val_loss: 0.0311541 | Time: 1422.69 ms [2021-03-23 13:37:37 main:574] : INFO : Epoch 1586 | loss: 0.0311513 | val_loss: 0.0311578 | Time: 1430.34 ms [2021-03-23 13:37:38 main:574] : INFO : Epoch 1587 | loss: 0.0311517 | val_loss: 0.0311536 | Time: 1427.35 ms [2021-03-23 13:37:40 main:574] : INFO : Epoch 1588 | loss: 0.0311491 | val_loss: 0.0311536 | Time: 1424.57 ms [2021-03-23 13:37:41 main:574] : INFO : Epoch 1589 | loss: 0.0311651 | val_loss: 0.031174 | Time: 1424.49 ms [2021-03-23 13:37:43 main:574] : INFO : Epoch 1590 | loss: 0.0311588 | val_loss: 0.0311667 | Time: 1420.89 ms [2021-03-23 13:37:44 main:574] : INFO : Epoch 1591 | loss: 0.0311507 | val_loss: 0.0311569 | Time: 1423.53 ms [2021-03-23 13:37:45 main:574] : INFO : Epoch 1592 | loss: 0.0311495 | val_loss: 0.0311537 | Time: 1423.75 ms [2021-03-23 13:37:47 main:574] : INFO : Epoch 1593 | loss: 0.0311527 | val_loss: 0.0311612 | Time: 1422.71 ms [2021-03-23 13:37:48 main:574] : INFO : Epoch 1594 | loss: 0.0311504 | val_loss: 0.0311691 | Time: 1428.1 ms [2021-03-23 13:37:50 main:574] : INFO : Epoch 1595 | loss: 0.0311502 | val_loss: 0.031159 | Time: 1424.82 ms [2021-03-23 13:37:51 main:574] : INFO : Epoch 1596 | loss: 0.0311491 | val_loss: 0.0311531 | Time: 1427.73 ms [2021-03-23 13:37:53 main:574] : INFO : Epoch 1597 | loss: 0.031146 | val_loss: 0.0311525 | Time: 1429.36 ms [2021-03-23 13:37:54 main:574] : INFO : Epoch 1598 | loss: 0.0311535 | val_loss: 0.0311529 | Time: 1421.65 ms [2021-03-23 13:37:55 main:574] : INFO : Epoch 1599 | loss: 0.0311526 | val_loss: 0.0311545 | Time: 1423.24 ms [2021-03-23 13:37:57 main:574] : INFO : Epoch 1600 | loss: 0.0311492 | val_loss: 0.031154 | Time: 1427.55 ms [2021-03-23 13:37:58 main:574] : INFO : Epoch 1601 | loss: 0.0311553 | val_loss: 0.0311529 | Time: 1444.76 ms [2021-03-23 13:38:00 main:574] : INFO : Epoch 1602 | loss: 0.0311541 | val_loss: 0.0311585 | Time: 1444.2 ms [2021-03-23 13:38:01 main:574] : INFO : Epoch 1603 | loss: 0.0311597 | val_loss: 0.0311636 | Time: 1437.99 ms [2021-03-23 13:38:03 main:574] : INFO : Epoch 1604 | loss: 0.0311579 | val_loss: 0.0311549 | Time: 1434.32 ms [2021-03-23 13:38:04 main:574] : INFO : Epoch 1605 | loss: 0.0311538 | val_loss: 0.0311512 | Time: 1425.28 ms [2021-03-23 13:38:06 main:574] : INFO : Epoch 1606 | loss: 0.0311522 | val_loss: 0.0311571 | Time: 1423.34 ms [2021-03-23 13:38:07 main:574] : INFO : Epoch 1607 | loss: 0.0311522 | val_loss: 0.0311542 | Time: 1431.64 ms [2021-03-23 13:38:08 main:574] : INFO : Epoch 1608 | loss: 0.031152 | val_loss: 0.0311511 | Time: 1422.75 ms [2021-03-23 13:38:10 main:574] : INFO : Epoch 1609 | loss: 0.0311527 | val_loss: 0.0311514 | Time: 1423.75 ms [2021-03-23 13:38:11 main:574] : INFO : Epoch 1610 | loss: 0.0311508 | val_loss: 0.0311504 | Time: 1422.64 ms [2021-03-23 13:38:13 main:574] : INFO : Epoch 1611 | loss: 0.0311504 | val_loss: 0.0311528 | Time: 1427.93 ms [2021-03-23 13:38:14 main:574] : INFO : Epoch 1612 | loss: 0.0311512 | val_loss: 0.0311512 | Time: 1422.94 ms [2021-03-23 13:38:16 main:574] : INFO : Epoch 1613 | loss: 0.0311504 | val_loss: 0.0311536 | Time: 1423.57 ms [2021-03-23 13:38:17 main:574] : INFO : Epoch 1614 | loss: 0.0311568 | val_loss: 0.0311605 | Time: 1429.82 ms [2021-03-23 13:38:18 main:574] : INFO : Epoch 1615 | loss: 0.0311567 | val_loss: 0.0311517 | Time: 1424.31 ms [2021-03-23 13:38:20 main:574] : INFO : Epoch 1616 | loss: 0.0311577 | val_loss: 0.0311544 | Time: 1420.82 ms [2021-03-23 13:38:21 main:574] : INFO : Epoch 1617 | loss: 0.0311525 | val_loss: 0.0311526 | Time: 1422.23 ms [2021-03-23 13:38:23 main:574] : INFO : Epoch 1618 | loss: 0.0311539 | val_loss: 0.0311592 | Time: 1422.67 ms [2021-03-23 13:38:24 main:574] : INFO : Epoch 1619 | loss: 0.0311536 | val_loss: 0.0311577 | Time: 1424.3 ms [2021-03-23 13:38:26 main:574] : INFO : Epoch 1620 | loss: 0.0311517 | val_loss: 0.031153 | Time: 1422.8 ms [2021-03-23 13:38:27 main:574] : INFO : Epoch 1621 | loss: 0.0311494 | val_loss: 0.0311515 | Time: 1429.44 ms [2021-03-23 13:38:28 main:574] : INFO : Epoch 1622 | loss: 0.0311496 | val_loss: 0.0311506 | Time: 1421.01 ms [2021-03-23 13:38:30 main:574] : INFO : Epoch 1623 | loss: 0.0311494 | val_loss: 0.03115 | Time: 1436.99 ms [2021-03-23 13:38:31 main:574] : INFO : Epoch 1624 | loss: 0.0311502 | val_loss: 0.0311511 | Time: 1430.22 ms [2021-03-23 13:38:33 main:574] : INFO : Epoch 1625 | loss: 0.0311518 | val_loss: 0.0311518 | Time: 1421.45 ms [2021-03-23 13:38:34 main:574] : INFO : Epoch 1626 | loss: 0.0311599 | val_loss: 0.0311513 | Time: 1433.17 ms [2021-03-23 13:38:36 main:574] : INFO : Epoch 1627 | loss: 0.031161 | val_loss: 0.0311733 | Time: 1423.47 ms [2021-03-23 13:38:37 main:574] : INFO : Epoch 1628 | loss: 0.03116 | val_loss: 0.0311537 | Time: 1425.92 ms [2021-03-23 13:38:39 main:574] : INFO : Epoch 1629 | loss: 0.0311502 | val_loss: 0.0311477 | Time: 1420.02 ms [2021-03-23 13:38:40 main:574] : INFO : Epoch 1630 | loss: 0.0311477 | val_loss: 0.0311475 | Time: 1450.16 ms [2021-03-23 13:38:41 main:574] : INFO : Epoch 1631 | loss: 0.0311458 | val_loss: 0.031152 | Time: 1423.33 ms [2021-03-23 13:38:43 main:574] : INFO : Epoch 1632 | loss: 0.0311474 | val_loss: 0.0311548 | Time: 1430.32 ms [2021-03-23 13:38:44 main:574] : INFO : Epoch 1633 | loss: 0.0311467 | val_loss: 0.0311488 | Time: 1435.81 ms [2021-03-23 13:38:46 main:574] : INFO : Epoch 1634 | loss: 0.0311473 | val_loss: 0.0311467 | Time: 1427.43 ms [2021-03-23 13:38:47 main:574] : INFO : Epoch 1635 | loss: 0.0311439 | val_loss: 0.0311461 | Time: 1429.81 ms [2021-03-23 13:38:49 main:574] : INFO : Epoch 1636 | loss: 0.0311442 | val_loss: 0.0311482 | Time: 1432.7 ms [2021-03-23 13:38:50 main:574] : INFO : Epoch 1637 | loss: 0.0311484 | val_loss: 0.0311646 | Time: 1420.31 ms [2021-03-23 13:38:52 main:574] : INFO : Epoch 1638 | loss: 0.0311546 | val_loss: 0.031149 | Time: 1424.98 ms [2021-03-23 13:38:53 main:574] : INFO : Epoch 1639 | loss: 0.0311471 | val_loss: 0.0311485 | Time: 1423.64 ms [2021-03-23 13:38:54 main:574] : INFO : Epoch 1640 | loss: 0.0311483 | val_loss: 0.0311602 | Time: 1420.89 ms [2021-03-23 13:38:56 main:574] : INFO : Epoch 1641 | loss: 0.0311478 | val_loss: 0.0311486 | Time: 1421.64 ms [2021-03-23 13:38:57 main:574] : INFO : Epoch 1642 | loss: 0.0311493 | val_loss: 0.031147 | Time: 1425.83 ms [2021-03-23 13:38:59 main:574] : INFO : Epoch 1643 | loss: 0.0311473 | val_loss: 0.0311537 | Time: 1423.38 ms [2021-03-23 13:39:00 main:574] : INFO : Epoch 1644 | loss: 0.0311472 | val_loss: 0.0311518 | Time: 1426.9 ms [2021-03-23 13:39:02 main:574] : INFO : Epoch 1645 | loss: 0.0311447 | val_loss: 0.0311488 | Time: 1427.02 ms [2021-03-23 13:39:03 main:574] : INFO : Epoch 1646 | loss: 0.0311463 | val_loss: 0.0311488 | Time: 1424.8 ms [2021-03-23 13:39:04 main:574] : INFO : Epoch 1647 | loss: 0.0311441 | val_loss: 0.0311513 | Time: 1466.97 ms [2021-03-23 13:39:06 main:574] : INFO : Epoch 1648 | loss: 0.0311469 | val_loss: 0.0311481 | Time: 1421.63 ms [2021-03-23 13:39:07 main:574] : INFO : Epoch 1649 | loss: 0.0311449 | val_loss: 0.0311532 | Time: 1437.93 ms [2021-03-23 13:39:09 main:574] : INFO : Epoch 1650 | loss: 0.0311459 | val_loss: 0.0311501 | Time: 1428.68 ms [2021-03-23 13:39:10 main:574] : INFO : Epoch 1651 | loss: 0.0311521 | val_loss: 0.0311664 | Time: 1442.31 ms [2021-03-23 13:39:12 main:574] : INFO : Epoch 1652 | loss: 0.031149 | val_loss: 0.0311479 | Time: 1422.65 ms [2021-03-23 13:39:13 main:574] : INFO : Epoch 1653 | loss: 0.0311427 | val_loss: 0.0311548 | Time: 1420.85 ms [2021-03-23 13:39:15 main:574] : INFO : Epoch 1654 | loss: 0.0311432 | val_loss: 0.0311562 | Time: 1422.35 ms [2021-03-23 13:39:16 main:574] : INFO : Epoch 1655 | loss: 0.031145 | val_loss: 0.0311473 | Time: 1432.29 ms [2021-03-23 13:39:17 main:574] : INFO : Epoch 1656 | loss: 0.0311432 | val_loss: 0.0311525 | Time: 1424.49 ms [2021-03-23 13:39:19 main:574] : INFO : Epoch 1657 | loss: 0.0311456 | val_loss: 0.0311489 | Time: 1429.8 ms [2021-03-23 13:39:20 main:574] : INFO : Epoch 1658 | loss: 0.0311444 | val_loss: 0.0311572 | Time: 1432.16 ms [2021-03-23 13:39:22 main:574] : INFO : Epoch 1659 | loss: 0.0311482 | val_loss: 0.0311529 | Time: 1423.39 ms [2021-03-23 13:39:23 main:574] : INFO : Epoch 1660 | loss: 0.0311472 | val_loss: 0.0311516 | Time: 1424.82 ms [2021-03-23 13:39:25 main:574] : INFO : Epoch 1661 | loss: 0.0311449 | val_loss: 0.0311485 | Time: 1434.61 ms [2021-03-23 13:39:26 main:574] : INFO : Epoch 1662 | loss: 0.0311468 | val_loss: 0.0311543 | Time: 1427.26 ms [2021-03-23 13:39:27 main:574] : INFO : Epoch 1663 | loss: 0.0311481 | val_loss: 0.0311472 | Time: 1431.17 ms [2021-03-23 13:39:29 main:574] : INFO : Epoch 1664 | loss: 0.0311512 | val_loss: 0.0311493 | Time: 1420.42 ms [2021-03-23 13:39:30 main:574] : INFO : Epoch 1665 | loss: 0.0311459 | val_loss: 0.0311461 | Time: 1427.4 ms [2021-03-23 13:39:32 main:574] : INFO : Epoch 1666 | loss: 0.0311455 | val_loss: 0.031149 | Time: 1437.21 ms [2021-03-23 13:39:33 main:574] : INFO : Epoch 1667 | loss: 0.0311454 | val_loss: 0.0311458 | Time: 1430.09 ms [2021-03-23 13:39:35 main:574] : INFO : Epoch 1668 | loss: 0.0311458 | val_loss: 0.0311468 | Time: 1424.91 ms [2021-03-23 13:39:36 main:574] : INFO : Epoch 1669 | loss: 0.0311452 | val_loss: 0.0311472 | Time: 1423.09 ms [2021-03-23 13:39:38 main:574] : INFO : Epoch 1670 | loss: 0.0311518 | val_loss: 0.031173 | Time: 1421.82 ms [2021-03-23 13:39:39 main:574] : INFO : Epoch 1671 | loss: 0.0311502 | val_loss: 0.0311525 | Time: 1419.53 ms [2021-03-23 13:39:40 main:574] : INFO : Epoch 1672 | loss: 0.0311483 | val_loss: 0.0311495 | Time: 1425.33 ms [2021-03-23 13:39:42 main:574] : INFO : Epoch 1673 | loss: 0.0311495 | val_loss: 0.0311479 | Time: 1424.18 ms [2021-03-23 13:39:43 main:574] : INFO : Epoch 1674 | loss: 0.0311421 | val_loss: 0.0311495 | Time: 1429.53 ms [2021-03-23 13:39:45 main:574] : INFO : Epoch 1675 | loss: 0.0311418 | val_loss: 0.031156 | Time: 1425.95 ms [2021-03-23 13:39:46 main:574] : INFO : Epoch 1676 | loss: 0.0311413 | val_loss: 0.0311475 | Time: 1420.8 ms [2021-03-23 13:39:48 main:574] : INFO : Epoch 1677 | loss: 0.0311415 | val_loss: 0.0311462 | Time: 1424.48 ms [2021-03-23 13:39:49 main:574] : INFO : Epoch 1678 | loss: 0.0311415 | val_loss: 0.0311488 | Time: 1427.85 ms [2021-03-23 13:39:50 main:574] : INFO : Epoch 1679 | loss: 0.0311427 | val_loss: 0.0311612 | Time: 1423.71 ms [2021-03-23 13:39:52 main:574] : INFO : Epoch 1680 | loss: 0.0311585 | val_loss: 0.0322422 | Time: 1423.24 ms [2021-03-23 13:39:53 main:574] : INFO : Epoch 1681 | loss: 0.0612895 | val_loss: 0.0545078 | Time: 1430.69 ms [2021-03-23 13:39:55 main:574] : INFO : Epoch 1682 | loss: 0.0400623 | val_loss: 0.0348721 | Time: 1438.9 ms [2021-03-23 13:39:56 main:574] : INFO : Epoch 1683 | loss: 0.0322298 | val_loss: 0.0314181 | Time: 1424.12 ms [2021-03-23 13:39:58 main:574] : INFO : Epoch 1684 | loss: 0.0313908 | val_loss: 0.0313116 | Time: 1426.4 ms [2021-03-23 13:39:59 main:574] : INFO : Epoch 1685 | loss: 0.0312575 | val_loss: 0.0312365 | Time: 1425.08 ms [2021-03-23 13:40:00 main:574] : INFO : Epoch 1686 | loss: 0.0312364 | val_loss: 0.0312309 | Time: 1427.95 ms [2021-03-23 13:40:02 main:574] : INFO : Epoch 1687 | loss: 0.0312301 | val_loss: 0.0312268 | Time: 1425.49 ms [2021-03-23 13:40:03 main:574] : INFO : Epoch 1688 | loss: 0.0312281 | val_loss: 0.0312252 | Time: 1431.91 ms [2021-03-23 13:40:05 main:574] : INFO : Epoch 1689 | loss: 0.0312267 | val_loss: 0.0312247 | Time: 1429.66 ms [2021-03-23 13:40:06 main:574] : INFO : Epoch 1690 | loss: 0.0312254 | val_loss: 0.0312231 | Time: 1418.27 ms [2021-03-23 13:40:08 main:574] : INFO : Epoch 1691 | loss: 0.0312245 | val_loss: 0.0312217 | Time: 1422.88 ms [2021-03-23 13:40:09 main:574] : INFO : Epoch 1692 | loss: 0.0312239 | val_loss: 0.031221 | Time: 1448.59 ms [2021-03-23 13:40:11 main:574] : INFO : Epoch 1693 | loss: 0.0312237 | val_loss: 0.0312226 | Time: 1430.49 ms [2021-03-23 13:40:12 main:574] : INFO : Epoch 1694 | loss: 0.0312234 | val_loss: 0.0312188 | Time: 1422.46 ms [2021-03-23 13:40:13 main:574] : INFO : Epoch 1695 | loss: 0.031221 | val_loss: 0.0312188 | Time: 1424.99 ms [2021-03-23 13:40:15 main:574] : INFO : Epoch 1696 | loss: 0.0312202 | val_loss: 0.0312169 | Time: 1421.54 ms [2021-03-23 13:40:16 main:574] : INFO : Epoch 1697 | loss: 0.0312193 | val_loss: 0.0312161 | Time: 1424.21 ms [2021-03-23 13:40:18 main:574] : INFO : Epoch 1698 | loss: 0.0312182 | val_loss: 0.0312154 | Time: 1424.48 ms [2021-03-23 13:40:19 main:574] : INFO : Epoch 1699 | loss: 0.0312175 | val_loss: 0.0312141 | Time: 1439.89 ms [2021-03-23 13:40:21 main:574] : INFO : Epoch 1700 | loss: 0.0312172 | val_loss: 0.0312134 | Time: 1427.67 ms [2021-03-23 13:40:22 main:574] : INFO : Epoch 1701 | loss: 0.0312163 | val_loss: 0.0312149 | Time: 1426.12 ms [2021-03-23 13:40:23 main:574] : INFO : Epoch 1702 | loss: 0.0312161 | val_loss: 0.0312124 | Time: 1422.89 ms [2021-03-23 13:40:25 main:574] : INFO : Epoch 1703 | loss: 0.0312146 | val_loss: 0.0312109 | Time: 1436.21 ms [2021-03-23 13:40:26 main:574] : INFO : Epoch 1704 | loss: 0.0312137 | val_loss: 0.0312102 | Time: 1425.04 ms [2021-03-23 13:40:28 main:574] : INFO : Epoch 1705 | loss: 0.0312133 | val_loss: 0.0312093 | Time: 1423.01 ms [2021-03-23 13:40:29 main:574] : INFO : Epoch 1706 | loss: 0.0312122 | val_loss: 0.0312095 | Time: 1424.3 ms [2021-03-23 13:40:31 main:574] : INFO : Epoch 1707 | loss: 0.0312111 | val_loss: 0.0312094 | Time: 1431.16 ms [2021-03-23 13:40:32 main:574] : INFO : Epoch 1708 | loss: 0.0312115 | val_loss: 0.0312071 | Time: 1429.07 ms [2021-03-23 13:40:34 main:574] : INFO : Epoch 1709 | loss: 0.0312101 | val_loss: 0.0312061 | Time: 1422.57 ms [2021-03-23 13:40:35 main:574] : INFO : Epoch 1710 | loss: 0.0312085 | val_loss: 0.0312052 | Time: 1422.46 ms [2021-03-23 13:40:36 main:574] : INFO : Epoch 1711 | loss: 0.0312072 | val_loss: 0.0312038 | Time: 1424.94 ms [2021-03-23 13:40:38 main:574] : INFO : Epoch 1712 | loss: 0.0312057 | val_loss: 0.0312022 | Time: 1421.76 ms [2021-03-23 13:40:39 main:574] : INFO : Epoch 1713 | loss: 0.0312035 | val_loss: 0.0311997 | Time: 1425.26 ms [2021-03-23 13:40:41 main:574] : INFO : Epoch 1714 | loss: 0.0312018 | val_loss: 0.0311985 | Time: 1422.62 ms [2021-03-23 13:40:42 main:574] : INFO : Epoch 1715 | loss: 0.0312008 | val_loss: 0.0311973 | Time: 1430.47 ms [2021-03-23 13:40:44 main:574] : INFO : Epoch 1716 | loss: 0.0311991 | val_loss: 0.0311961 | Time: 1427.81 ms [2021-03-23 13:40:45 main:574] : INFO : Epoch 1717 | loss: 0.0311981 | val_loss: 0.0311962 | Time: 1429.93 ms [2021-03-23 13:40:46 main:574] : INFO : Epoch 1718 | loss: 0.0311968 | val_loss: 0.031194 | Time: 1420.3 ms [2021-03-23 13:40:48 main:574] : INFO : Epoch 1719 | loss: 0.0311956 | val_loss: 0.0311939 | Time: 1430.7 ms [2021-03-23 13:40:49 main:574] : INFO : Epoch 1720 | loss: 0.0311959 | val_loss: 0.0311927 | Time: 1425.44 ms [2021-03-23 13:40:51 main:574] : INFO : Epoch 1721 | loss: 0.0311943 | val_loss: 0.0311915 | Time: 1423.3 ms [2021-03-23 13:40:52 main:574] : INFO : Epoch 1722 | loss: 0.0311932 | val_loss: 0.031191 | Time: 1422.55 ms [2021-03-23 13:40:54 main:574] : INFO : Epoch 1723 | loss: 0.0311924 | val_loss: 0.0311901 | Time: 1424.37 ms [2021-03-23 13:40:55 main:574] : INFO : Epoch 1724 | loss: 0.0311915 | val_loss: 0.0311896 | Time: 1424.72 ms [2021-03-23 13:40:56 main:574] : INFO : Epoch 1725 | loss: 0.0311916 | val_loss: 0.0311896 | Time: 1425.09 ms [2021-03-23 13:40:58 main:574] : INFO : Epoch 1726 | loss: 0.0311904 | val_loss: 0.0311887 | Time: 1429.64 ms [2021-03-23 13:40:59 main:574] : INFO : Epoch 1727 | loss: 0.0311898 | val_loss: 0.0311885 | Time: 1428.74 ms [2021-03-23 13:41:01 main:574] : INFO : Epoch 1728 | loss: 0.0311894 | val_loss: 0.031189 | Time: 1423.97 ms [2021-03-23 13:41:02 main:574] : INFO : Epoch 1729 | loss: 0.0311902 | val_loss: 0.0311923 | Time: 1424.95 ms [2021-03-23 13:41:04 main:574] : INFO : Epoch 1730 | loss: 0.0311894 | val_loss: 0.0311872 | Time: 1422.75 ms [2021-03-23 13:41:05 main:574] : INFO : Epoch 1731 | loss: 0.031188 | val_loss: 0.0311868 | Time: 1468.83 ms [2021-03-23 13:41:07 main:574] : INFO : Epoch 1732 | loss: 0.0311876 | val_loss: 0.0311862 | Time: 1428.76 ms [2021-03-23 13:41:08 main:574] : INFO : Epoch 1733 | loss: 0.0311873 | val_loss: 0.0311865 | Time: 1421.9 ms [2021-03-23 13:41:09 main:574] : INFO : Epoch 1734 | loss: 0.0311868 | val_loss: 0.0311857 | Time: 1423.16 ms [2021-03-23 13:41:11 main:574] : INFO : Epoch 1735 | loss: 0.0311868 | val_loss: 0.0311866 | Time: 1425.63 ms [2021-03-23 13:41:12 main:574] : INFO : Epoch 1736 | loss: 0.0311882 | val_loss: 0.0311855 | Time: 1422.79 ms [2021-03-23 13:41:14 main:574] : INFO : Epoch 1737 | loss: 0.0311865 | val_loss: 0.0311849 | Time: 1423.66 ms [2021-03-23 13:41:15 main:574] : INFO : Epoch 1738 | loss: 0.0311856 | val_loss: 0.0311844 | Time: 1433.53 ms [2021-03-23 13:41:17 main:574] : INFO : Epoch 1739 | loss: 0.0311855 | val_loss: 0.0311857 | Time: 1421.8 ms [2021-03-23 13:41:18 main:574] : INFO : Epoch 1740 | loss: 0.0311851 | val_loss: 0.0311834 | Time: 1427.32 ms [2021-03-23 13:41:19 main:574] : INFO : Epoch 1741 | loss: 0.0311848 | val_loss: 0.0311836 | Time: 1420.77 ms [2021-03-23 13:41:21 main:574] : INFO : Epoch 1742 | loss: 0.0311847 | val_loss: 0.0311834 | Time: 1422.77 ms [2021-03-23 13:41:22 main:574] : INFO : Epoch 1743 | loss: 0.0311838 | val_loss: 0.0311833 | Time: 1423.78 ms [2021-03-23 13:41:24 main:574] : INFO : Epoch 1744 | loss: 0.0311834 | val_loss: 0.0311832 | Time: 1420.15 ms [2021-03-23 13:41:25 main:574] : INFO : Epoch 1745 | loss: 0.0311834 | val_loss: 0.0311839 | Time: 1428.36 ms [2021-03-23 13:41:27 main:574] : INFO : Epoch 1746 | loss: 0.0311849 | val_loss: 0.0311884 | Time: 1425.85 ms [2021-03-23 13:41:28 main:574] : INFO : Epoch 1747 | loss: 0.0311853 | val_loss: 0.0311828 | Time: 1427.8 ms [2021-03-23 13:41:29 main:574] : INFO : Epoch 1748 | loss: 0.0311838 | val_loss: 0.0311825 | Time: 1421.81 ms [2021-03-23 13:41:31 main:574] : INFO : Epoch 1749 | loss: 0.031183 | val_loss: 0.0311825 | Time: 1430.17 ms [2021-03-23 13:41:32 main:574] : INFO : Epoch 1750 | loss: 0.0311826 | val_loss: 0.0311823 | Time: 1430.17 ms [2021-03-23 13:41:34 main:574] : INFO : Epoch 1751 | loss: 0.0311837 | val_loss: 0.0311827 | Time: 1422.82 ms [2021-03-23 13:41:35 main:574] : INFO : Epoch 1752 | loss: 0.0311826 | val_loss: 0.0311813 | Time: 1434.26 ms [2021-03-23 13:41:37 main:574] : INFO : Epoch 1753 | loss: 0.0311825 | val_loss: 0.031184 | Time: 1421.24 ms [2021-03-23 13:41:38 main:574] : INFO : Epoch 1754 | loss: 0.0311823 | val_loss: 0.0311807 | Time: 1423.1 ms [2021-03-23 13:41:40 main:574] : INFO : Epoch 1755 | loss: 0.0311818 | val_loss: 0.0311851 | Time: 1425.68 ms [2021-03-23 13:41:41 main:574] : INFO : Epoch 1756 | loss: 0.0311802 | val_loss: 0.0311802 | Time: 1432.4 ms [2021-03-23 13:41:42 main:574] : INFO : Epoch 1757 | loss: 0.0311802 | val_loss: 0.0311836 | Time: 1423.18 ms [2021-03-23 13:41:44 main:574] : INFO : Epoch 1758 | loss: 0.0311809 | val_loss: 0.0311808 | Time: 1425.79 ms [2021-03-23 13:41:45 main:574] : INFO : Epoch 1759 | loss: 0.0311839 | val_loss: 0.0311797 | Time: 1432.32 ms [2021-03-23 13:41:47 main:574] : INFO : Epoch 1760 | loss: 0.0311849 | val_loss: 0.0311834 | Time: 1438.59 ms [2021-03-23 13:41:48 main:574] : INFO : Epoch 1761 | loss: 0.0311789 | val_loss: 0.0311797 | Time: 1423.73 ms [2021-03-23 13:41:50 main:574] : INFO : Epoch 1762 | loss: 0.0311783 | val_loss: 0.0311787 | Time: 1431.99 ms [2021-03-23 13:41:51 main:574] : INFO : Epoch 1763 | loss: 0.031178 | val_loss: 0.0311785 | Time: 1423.35 ms [2021-03-23 13:41:52 main:574] : INFO : Epoch 1764 | loss: 0.0311786 | val_loss: 0.0311785 | Time: 1425.29 ms [2021-03-23 13:41:54 main:574] : INFO : Epoch 1765 | loss: 0.0311795 | val_loss: 0.0311796 | Time: 1424.82 ms [2021-03-23 13:41:55 main:574] : INFO : Epoch 1766 | loss: 0.0311783 | val_loss: 0.0311793 | Time: 1429.39 ms [2021-03-23 13:41:57 main:574] : INFO : Epoch 1767 | loss: 0.0311814 | val_loss: 0.0311798 | Time: 1423.42 ms [2021-03-23 13:41:58 main:574] : INFO : Epoch 1768 | loss: 0.0311776 | val_loss: 0.0311776 | Time: 1427.62 ms [2021-03-23 13:42:00 main:574] : INFO : Epoch 1769 | loss: 0.0311777 | val_loss: 0.0311816 | Time: 1426.34 ms [2021-03-23 13:42:01 main:574] : INFO : Epoch 1770 | loss: 0.0311785 | val_loss: 0.0311781 | Time: 1423.63 ms [2021-03-23 13:42:03 main:574] : INFO : Epoch 1771 | loss: 0.0311778 | val_loss: 0.031179 | Time: 1427.83 ms [2021-03-23 13:42:04 main:574] : INFO : Epoch 1772 | loss: 0.0311779 | val_loss: 0.0311784 | Time: 1425.66 ms [2021-03-23 13:42:05 main:574] : INFO : Epoch 1773 | loss: 0.0311767 | val_loss: 0.0311776 | Time: 1434.3 ms [2021-03-23 13:42:07 main:574] : INFO : Epoch 1774 | loss: 0.0311762 | val_loss: 0.0311774 | Time: 1423.95 ms [2021-03-23 13:42:08 main:574] : INFO : Epoch 1775 | loss: 0.0311784 | val_loss: 0.031187 | Time: 1422.15 ms [2021-03-23 13:42:10 main:574] : INFO : Epoch 1776 | loss: 0.0311782 | val_loss: 0.0311841 | Time: 1423.33 ms [2021-03-23 13:42:11 main:574] : INFO : Epoch 1777 | loss: 0.0311768 | val_loss: 0.0311781 | Time: 1424.72 ms [2021-03-23 13:42:13 main:574] : INFO : Epoch 1778 | loss: 0.0311765 | val_loss: 0.0311771 | Time: 1421.46 ms [2021-03-23 13:42:14 main:574] : INFO : Epoch 1779 | loss: 0.031177 | val_loss: 0.0311796 | Time: 1428.43 ms [2021-03-23 13:42:15 main:574] : INFO : Epoch 1780 | loss: 0.0311774 | val_loss: 0.0311788 | Time: 1436.51 ms [2021-03-23 13:42:17 main:574] : INFO : Epoch 1781 | loss: 0.0311784 | val_loss: 0.0311769 | Time: 1429.69 ms [2021-03-23 13:42:18 main:574] : INFO : Epoch 1782 | loss: 0.0311769 | val_loss: 0.0311837 | Time: 1440.93 ms [2021-03-23 13:42:20 main:574] : INFO : Epoch 1783 | loss: 0.0311765 | val_loss: 0.0311771 | Time: 1429.55 ms [2021-03-23 13:42:21 main:574] : INFO : Epoch 1784 | loss: 0.031175 | val_loss: 0.031178 | Time: 1437.68 ms [2021-03-23 13:42:23 main:574] : INFO : Epoch 1785 | loss: 0.0311776 | val_loss: 0.0311791 | Time: 1428.21 ms [2021-03-23 13:42:24 main:574] : INFO : Epoch 1786 | loss: 0.0311834 | val_loss: 0.0311784 | Time: 1425.32 ms [2021-03-23 13:42:26 main:574] : INFO : Epoch 1787 | loss: 0.0311856 | val_loss: 0.031184 | Time: 1438.94 ms [2021-03-23 13:42:27 main:574] : INFO : Epoch 1788 | loss: 0.0311835 | val_loss: 0.0311935 | Time: 1435.78 ms [2021-03-23 13:42:28 main:574] : INFO : Epoch 1789 | loss: 0.031183 | val_loss: 0.0311765 | Time: 1424.07 ms [2021-03-23 13:42:30 main:574] : INFO : Epoch 1790 | loss: 0.0311774 | val_loss: 0.0311764 | Time: 1426.21 ms [2021-03-23 13:42:31 main:574] : INFO : Epoch 1791 | loss: 0.0311754 | val_loss: 0.0311772 | Time: 1428.1 ms [2021-03-23 13:42:33 main:574] : INFO : Epoch 1792 | loss: 0.0311764 | val_loss: 0.0311765 | Time: 1427 ms [2021-03-23 13:42:34 main:574] : INFO : Epoch 1793 | loss: 0.0311775 | val_loss: 0.0311756 | Time: 1423.57 ms [2021-03-23 13:42:36 main:574] : INFO : Epoch 1794 | loss: 0.0311872 | val_loss: 0.0311975 | Time: 1421.9 ms [2021-03-23 13:42:37 main:574] : INFO : Epoch 1795 | loss: 0.0311774 | val_loss: 0.0311778 | Time: 1420.79 ms [2021-03-23 13:42:38 main:574] : INFO : Epoch 1796 | loss: 0.0311754 | val_loss: 0.0311756 | Time: 1434.99 ms [2021-03-23 13:42:40 main:574] : INFO : Epoch 1797 | loss: 0.0311755 | val_loss: 0.0311754 | Time: 1430.57 ms [2021-03-23 13:42:41 main:574] : INFO : Epoch 1798 | loss: 0.0311777 | val_loss: 0.0311821 | Time: 1422.86 ms [2021-03-23 13:42:43 main:574] : INFO : Epoch 1799 | loss: 0.031178 | val_loss: 0.0311798 | Time: 1429.51 ms [2021-03-23 13:42:44 main:574] : INFO : Epoch 1800 | loss: 0.0311749 | val_loss: 0.0311767 | Time: 1443.66 ms [2021-03-23 13:42:46 main:574] : INFO : Epoch 1801 | loss: 0.0311732 | val_loss: 0.0311761 | Time: 1427 ms [2021-03-23 13:42:47 main:574] : INFO : Epoch 1802 | loss: 0.0311739 | val_loss: 0.0311756 | Time: 1428.76 ms [2021-03-23 13:42:49 main:574] : INFO : Epoch 1803 | loss: 0.0311734 | val_loss: 0.0311763 | Time: 1424.83 ms [2021-03-23 13:42:50 main:574] : INFO : Epoch 1804 | loss: 0.0311724 | val_loss: 0.0311743 | Time: 1461.34 ms [2021-03-23 13:42:51 main:574] : INFO : Epoch 1805 | loss: 0.0311749 | val_loss: 0.0311787 | Time: 1446.66 ms [2021-03-23 13:42:53 main:574] : INFO : Epoch 1806 | loss: 0.0311767 | val_loss: 0.0311793 | Time: 1423.53 ms [2021-03-23 13:42:54 main:574] : INFO : Epoch 1807 | loss: 0.0311727 | val_loss: 0.0311731 | Time: 1425.56 ms [2021-03-23 13:42:56 main:574] : INFO : Epoch 1808 | loss: 0.0311727 | val_loss: 0.0311736 | Time: 1422.24 ms [2021-03-23 13:42:57 main:574] : INFO : Epoch 1809 | loss: 0.0311712 | val_loss: 0.0311735 | Time: 1423.07 ms [2021-03-23 13:42:59 main:574] : INFO : Epoch 1810 | loss: 0.0311715 | val_loss: 0.0311741 | Time: 1427.53 ms [2021-03-23 13:43:00 main:574] : INFO : Epoch 1811 | loss: 0.0311729 | val_loss: 0.0311827 | Time: 1424.53 ms [2021-03-23 13:43:01 main:574] : INFO : Epoch 1812 | loss: 0.0311714 | val_loss: 0.0311734 | Time: 1427.03 ms [2021-03-23 13:43:03 main:574] : INFO : Epoch 1813 | loss: 0.0311714 | val_loss: 0.0311752 | Time: 1429.83 ms [2021-03-23 13:43:04 main:574] : INFO : Epoch 1814 | loss: 0.0311722 | val_loss: 0.0311756 | Time: 1424.9 ms [2021-03-23 13:43:06 main:574] : INFO : Epoch 1815 | loss: 0.0311747 | val_loss: 0.0311779 | Time: 1425.98 ms [2021-03-23 13:43:07 main:574] : INFO : Epoch 1816 | loss: 0.0311711 | val_loss: 0.0311852 | Time: 1428.54 ms [2021-03-23 13:43:09 main:574] : INFO : Epoch 1817 | loss: 0.0311733 | val_loss: 0.0311743 | Time: 1423.29 ms [2021-03-23 13:43:10 main:574] : INFO : Epoch 1818 | loss: 0.03117 | val_loss: 0.0311751 | Time: 1430.63 ms [2021-03-23 13:43:12 main:574] : INFO : Epoch 1819 | loss: 0.0311701 | val_loss: 0.0311751 | Time: 1423.95 ms [2021-03-23 13:43:13 main:574] : INFO : Epoch 1820 | loss: 0.0311697 | val_loss: 0.0311769 | Time: 1434.77 ms [2021-03-23 13:43:14 main:574] : INFO : Epoch 1821 | loss: 0.0311696 | val_loss: 0.0311769 | Time: 1427.38 ms [2021-03-23 13:43:16 main:574] : INFO : Epoch 1822 | loss: 0.0311709 | val_loss: 0.0311736 | Time: 1432.16 ms [2021-03-23 13:43:17 main:574] : INFO : Epoch 1823 | loss: 0.0311793 | val_loss: 0.0311893 | Time: 1424.01 ms [2021-03-23 13:43:19 main:574] : INFO : Epoch 1824 | loss: 0.0311775 | val_loss: 0.0312091 | Time: 1447.55 ms [2021-03-23 13:43:20 main:574] : INFO : Epoch 1825 | loss: 0.0311777 | val_loss: 0.0311756 | Time: 1427.94 ms [2021-03-23 13:43:22 main:574] : INFO : Epoch 1826 | loss: 0.0311708 | val_loss: 0.0311735 | Time: 1429.76 ms [2021-03-23 13:43:23 main:574] : INFO : Epoch 1827 | loss: 0.031171 | val_loss: 0.0311738 | Time: 1427.18 ms [2021-03-23 13:43:24 main:574] : INFO : Epoch 1828 | loss: 0.0311734 | val_loss: 0.0311885 | Time: 1425.11 ms [2021-03-23 13:43:26 main:574] : INFO : Epoch 1829 | loss: 0.0311766 | val_loss: 0.031188 | Time: 1424.38 ms [2021-03-23 13:43:27 main:574] : INFO : Epoch 1830 | loss: 0.0311736 | val_loss: 0.0311734 | Time: 1433.54 ms [2021-03-23 13:43:29 main:574] : INFO : Epoch 1831 | loss: 0.0311699 | val_loss: 0.0311735 | Time: 1422.95 ms [2021-03-23 13:43:30 main:574] : INFO : Epoch 1832 | loss: 0.0311719 | val_loss: 0.0311826 | Time: 1420.36 ms [2021-03-23 13:43:32 main:574] : INFO : Epoch 1833 | loss: 0.0311731 | val_loss: 0.031174 | Time: 1428.97 ms [2021-03-23 13:43:33 main:574] : INFO : Epoch 1834 | loss: 0.0311688 | val_loss: 0.0311765 | Time: 1423.67 ms [2021-03-23 13:43:35 main:574] : INFO : Epoch 1835 | loss: 0.0311698 | val_loss: 0.0311728 | Time: 1430.45 ms [2021-03-23 13:43:36 main:574] : INFO : Epoch 1836 | loss: 0.0311687 | val_loss: 0.0311757 | Time: 1442.48 ms [2021-03-23 13:43:37 main:574] : INFO : Epoch 1837 | loss: 0.0311712 | val_loss: 0.0311748 | Time: 1424.09 ms [2021-03-23 13:43:39 main:574] : INFO : Epoch 1838 | loss: 0.0311692 | val_loss: 0.0311736 | Time: 1421.65 ms [2021-03-23 13:43:40 main:574] : INFO : Epoch 1839 | loss: 0.0311701 | val_loss: 0.0311733 | Time: 1426.68 ms [2021-03-23 13:43:42 main:574] : INFO : Epoch 1840 | loss: 0.031173 | val_loss: 0.0311737 | Time: 1427.86 ms [2021-03-23 13:43:43 main:574] : INFO : Epoch 1841 | loss: 0.0311709 | val_loss: 0.0311829 | Time: 1423.88 ms [2021-03-23 13:43:45 main:574] : INFO : Epoch 1842 | loss: 0.0311733 | val_loss: 0.0311739 | Time: 1423.63 ms [2021-03-23 13:43:46 main:574] : INFO : Epoch 1843 | loss: 0.03117 | val_loss: 0.0311729 | Time: 1423.64 ms [2021-03-23 13:43:47 main:574] : INFO : Epoch 1844 | loss: 0.0311683 | val_loss: 0.031176 | Time: 1424.05 ms [2021-03-23 13:43:49 main:574] : INFO : Epoch 1845 | loss: 0.0311759 | val_loss: 0.0311907 | Time: 1428.07 ms [2021-03-23 13:43:50 main:574] : INFO : Epoch 1846 | loss: 0.0311818 | val_loss: 0.0311763 | Time: 1423.16 ms [2021-03-23 13:43:52 main:574] : INFO : Epoch 1847 | loss: 0.0311721 | val_loss: 0.0311737 | Time: 1423.71 ms [2021-03-23 13:43:53 main:574] : INFO : Epoch 1848 | loss: 0.0311705 | val_loss: 0.0311722 | Time: 1434.62 ms [2021-03-23 13:43:55 main:574] : INFO : Epoch 1849 | loss: 0.0311704 | val_loss: 0.0311728 | Time: 1426.42 ms [2021-03-23 13:43:56 main:574] : INFO : Epoch 1850 | loss: 0.031172 | val_loss: 0.0311814 | Time: 1423.47 ms [2021-03-23 13:43:57 main:574] : INFO : Epoch 1851 | loss: 0.0311752 | val_loss: 0.0311726 | Time: 1426.69 ms [2021-03-23 13:43:59 main:574] : INFO : Epoch 1852 | loss: 0.0311703 | val_loss: 0.0311709 | Time: 1424.87 ms [2021-03-23 13:44:00 main:574] : INFO : Epoch 1853 | loss: 0.0311724 | val_loss: 0.0311713 | Time: 1424.14 ms [2021-03-23 13:44:02 main:574] : INFO : Epoch 1854 | loss: 0.0311692 | val_loss: 0.0311716 | Time: 1429.37 ms [2021-03-23 13:44:03 main:574] : INFO : Epoch 1855 | loss: 0.0311724 | val_loss: 0.0311822 | Time: 1424.18 ms [2021-03-23 13:44:05 main:574] : INFO : Epoch 1856 | loss: 0.0311745 | val_loss: 0.0311741 | Time: 1424.62 ms [2021-03-23 13:44:06 main:574] : INFO : Epoch 1857 | loss: 0.0311684 | val_loss: 0.0311733 | Time: 1455.08 ms [2021-03-23 13:44:08 main:574] : INFO : Epoch 1858 | loss: 0.0311679 | val_loss: 0.0311735 | Time: 1423.47 ms [2021-03-23 13:44:09 main:574] : INFO : Epoch 1859 | loss: 0.0311708 | val_loss: 0.0311733 | Time: 1424.85 ms [2021-03-23 13:44:10 main:574] : INFO : Epoch 1860 | loss: 0.0311755 | val_loss: 0.0311719 | Time: 1426.24 ms [2021-03-23 13:44:12 main:574] : INFO : Epoch 1861 | loss: 0.0311687 | val_loss: 0.0311715 | Time: 1426.24 ms [2021-03-23 13:44:13 main:574] : INFO : Epoch 1862 | loss: 0.0311673 | val_loss: 0.0311716 | Time: 1465.74 ms [2021-03-23 13:44:15 main:574] : INFO : Epoch 1863 | loss: 0.0311683 | val_loss: 0.0311718 | Time: 1442.8 ms [2021-03-23 13:44:16 main:574] : INFO : Epoch 1864 | loss: 0.0311678 | val_loss: 0.0311711 | Time: 1441.8 ms [2021-03-23 13:44:18 main:574] : INFO : Epoch 1865 | loss: 0.0311741 | val_loss: 0.0311708 | Time: 1434.5 ms [2021-03-23 13:44:19 main:574] : INFO : Epoch 1866 | loss: 0.0311717 | val_loss: 0.0311727 | Time: 1434.9 ms [2021-03-23 13:44:21 main:574] : INFO : Epoch 1867 | loss: 0.0311711 | val_loss: 0.0311716 | Time: 1433.74 ms [2021-03-23 13:44:22 main:574] : INFO : Epoch 1868 | loss: 0.0311708 | val_loss: 0.0311725 | Time: 1451.76 ms [2021-03-23 13:44:24 main:574] : INFO : Epoch 1869 | loss: 0.0311695 | val_loss: 0.0311703 | Time: 1455.05 ms [2021-03-23 13:44:25 main:574] : INFO : Epoch 1870 | loss: 0.0311718 | val_loss: 0.0311826 | Time: 1428.24 ms [2021-03-23 13:44:26 main:574] : INFO : Epoch 1871 | loss: 0.0311691 | val_loss: 0.0311729 | Time: 1423.18 ms [2021-03-23 13:44:28 main:574] : INFO : Epoch 1872 | loss: 0.0311697 | val_loss: 0.0311703 | Time: 1422.76 ms [2021-03-23 13:44:29 main:574] : INFO : Epoch 1873 | loss: 0.0311707 | val_loss: 0.0311706 | Time: 1422.59 ms [2021-03-23 13:44:31 main:574] : INFO : Epoch 1874 | loss: 0.0311663 | val_loss: 0.0311702 | Time: 1427.51 ms [2021-03-23 13:44:32 main:574] : INFO : Epoch 1875 | loss: 0.0311667 | val_loss: 0.0311696 | Time: 1422.71 ms [2021-03-23 13:44:34 main:574] : INFO : Epoch 1876 | loss: 0.0311683 | val_loss: 0.0311701 | Time: 1425.61 ms [2021-03-23 13:44:35 main:574] : INFO : Epoch 1877 | loss: 0.0311698 | val_loss: 0.0311711 | Time: 1422.01 ms [2021-03-23 13:44:36 main:574] : INFO : Epoch 1878 | loss: 0.0311676 | val_loss: 0.031173 | Time: 1422.93 ms [2021-03-23 13:44:38 main:574] : INFO : Epoch 1879 | loss: 0.0311682 | val_loss: 0.0311701 | Time: 1420.57 ms [2021-03-23 13:44:39 main:574] : INFO : Epoch 1880 | loss: 0.0311672 | val_loss: 0.0311714 | Time: 1430.76 ms [2021-03-23 13:44:41 main:574] : INFO : Epoch 1881 | loss: 0.0311679 | val_loss: 0.0311701 | Time: 1426.72 ms [2021-03-23 13:44:42 main:574] : INFO : Epoch 1882 | loss: 0.0311696 | val_loss: 0.031173 | Time: 1425.78 ms [2021-03-23 13:44:44 main:574] : INFO : Epoch 1883 | loss: 0.0311665 | val_loss: 0.031171 | Time: 1430.55 ms [2021-03-23 13:44:45 main:574] : INFO : Epoch 1884 | loss: 0.0311747 | val_loss: 0.0311996 | Time: 1422.1 ms [2021-03-23 13:44:46 main:574] : INFO : Epoch 1885 | loss: 0.031178 | val_loss: 0.0311829 | Time: 1423.28 ms [2021-03-23 13:44:48 main:574] : INFO : Epoch 1886 | loss: 0.0311735 | val_loss: 0.0311926 | Time: 1424.21 ms [2021-03-23 13:44:49 main:574] : INFO : Epoch 1887 | loss: 0.0311731 | val_loss: 0.0311906 | Time: 1424.43 ms [2021-03-23 13:44:51 main:574] : INFO : Epoch 1888 | loss: 0.0311714 | val_loss: 0.0311704 | Time: 1424.94 ms [2021-03-23 13:44:52 main:574] : INFO : Epoch 1889 | loss: 0.0311675 | val_loss: 0.0311708 | Time: 1422.93 ms [2021-03-23 13:44:54 main:574] : INFO : Epoch 1890 | loss: 0.0311685 | val_loss: 0.0311731 | Time: 1426.58 ms [2021-03-23 13:44:55 main:574] : INFO : Epoch 1891 | loss: 0.0311672 | val_loss: 0.03117 | Time: 1426.54 ms [2021-03-23 13:44:56 main:574] : INFO : Epoch 1892 | loss: 0.0311682 | val_loss: 0.0311739 | Time: 1427.12 ms [2021-03-23 13:44:58 main:574] : INFO : Epoch 1893 | loss: 0.0311664 | val_loss: 0.0311773 | Time: 1426.89 ms [2021-03-23 13:44:59 main:574] : INFO : Epoch 1894 | loss: 0.0311666 | val_loss: 0.0311723 | Time: 1424.44 ms [2021-03-23 13:45:01 main:574] : INFO : Epoch 1895 | loss: 0.0311654 | val_loss: 0.0311691 | Time: 1434.94 ms [2021-03-23 13:45:02 main:574] : INFO : Epoch 1896 | loss: 0.0311653 | val_loss: 0.0311694 | Time: 1441.71 ms [2021-03-23 13:45:04 main:574] : INFO : Epoch 1897 | loss: 0.031164 | val_loss: 0.0311761 | Time: 1456.62 ms [2021-03-23 13:45:05 main:574] : INFO : Epoch 1898 | loss: 0.0311651 | val_loss: 0.0311769 | Time: 1445.07 ms [2021-03-23 13:45:07 main:574] : INFO : Epoch 1899 | loss: 0.0311683 | val_loss: 0.0311857 | Time: 1431.17 ms [2021-03-23 13:45:08 main:574] : INFO : Epoch 1900 | loss: 0.0311661 | val_loss: 0.0311679 | Time: 1431.63 ms [2021-03-23 13:45:09 main:574] : INFO : Epoch 1901 | loss: 0.0311652 | val_loss: 0.031174 | Time: 1435.51 ms [2021-03-23 13:45:11 main:574] : INFO : Epoch 1902 | loss: 0.0311759 | val_loss: 0.031198 | Time: 1424.09 ms [2021-03-23 13:45:12 main:574] : INFO : Epoch 1903 | loss: 0.0311703 | val_loss: 0.0311779 | Time: 1427.11 ms [2021-03-23 13:45:14 main:574] : INFO : Epoch 1904 | loss: 0.0311717 | val_loss: 0.0311799 | Time: 1435.44 ms [2021-03-23 13:45:15 main:574] : INFO : Epoch 1905 | loss: 0.0311745 | val_loss: 0.0311679 | Time: 1425.4 ms [2021-03-23 13:45:17 main:574] : INFO : Epoch 1906 | loss: 0.0311721 | val_loss: 0.0311708 | Time: 1431.79 ms [2021-03-23 13:45:18 main:574] : INFO : Epoch 1907 | loss: 0.0311685 | val_loss: 0.0311681 | Time: 1432.75 ms [2021-03-23 13:45:20 main:574] : INFO : Epoch 1908 | loss: 0.0311646 | val_loss: 0.0311709 | Time: 1425.1 ms [2021-03-23 13:45:21 main:574] : INFO : Epoch 1909 | loss: 0.0311666 | val_loss: 0.0311722 | Time: 1429.98 ms [2021-03-23 13:45:22 main:574] : INFO : Epoch 1910 | loss: 0.031169 | val_loss: 0.0311706 | Time: 1428.3 ms [2021-03-23 13:45:24 main:574] : INFO : Epoch 1911 | loss: 0.0311673 | val_loss: 0.0311701 | Time: 1433.46 ms [2021-03-23 13:45:25 main:574] : INFO : Epoch 1912 | loss: 0.0311664 | val_loss: 0.0311702 | Time: 1431.66 ms [2021-03-23 13:45:27 main:574] : INFO : Epoch 1913 | loss: 0.0311652 | val_loss: 0.0311648 | Time: 1426.5 ms [2021-03-23 13:45:28 main:574] : INFO : Epoch 1914 | loss: 0.0311617 | val_loss: 0.0311646 | Time: 1426.27 ms [2021-03-23 13:45:30 main:574] : INFO : Epoch 1915 | loss: 0.0311681 | val_loss: 0.031174 | Time: 1430.84 ms [2021-03-23 13:45:31 main:574] : INFO : Epoch 1916 | loss: 0.0311659 | val_loss: 0.031169 | Time: 1433.16 ms [2021-03-23 13:45:33 main:574] : INFO : Epoch 1917 | loss: 0.0311635 | val_loss: 0.0311653 | Time: 1430.27 ms [2021-03-23 13:45:34 main:574] : INFO : Epoch 1918 | loss: 0.0311635 | val_loss: 0.0311663 | Time: 1435.74 ms [2021-03-23 13:45:35 main:574] : INFO : Epoch 1919 | loss: 0.031164 | val_loss: 0.031168 | Time: 1439.26 ms [2021-03-23 13:45:37 main:574] : INFO : Epoch 1920 | loss: 0.0311678 | val_loss: 0.031175 | Time: 1422.05 ms [2021-03-23 13:45:38 main:574] : INFO : Epoch 1921 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 1423.03 ms [2021-03-23 13:45:40 main:574] : INFO : Epoch 1922 | loss: 0.0311669 | val_loss: 0.031168 | Time: 1432.16 ms [2021-03-23 13:45:41 main:574] : INFO : Epoch 1923 | loss: 0.0311626 | val_loss: 0.031169 | Time: 1433.55 ms [2021-03-23 13:45:43 main:574] : INFO : Epoch 1924 | loss: 0.0311685 | val_loss: 0.0311853 | Time: 1422.33 ms [2021-03-23 13:45:44 main:574] : INFO : Epoch 1925 | loss: 0.0311714 | val_loss: 0.0311804 | Time: 1440.44 ms [2021-03-23 13:45:45 main:574] : INFO : Epoch 1926 | loss: 0.0311694 | val_loss: 0.0311679 | Time: 1425.18 ms [2021-03-23 13:45:47 main:574] : INFO : Epoch 1927 | loss: 0.0311639 | val_loss: 0.0311742 | Time: 1430.73 ms [2021-03-23 13:45:48 main:574] : INFO : Epoch 1928 | loss: 0.0311624 | val_loss: 0.0311669 | Time: 1428.68 ms [2021-03-23 13:45:50 main:574] : INFO : Epoch 1929 | loss: 0.0311641 | val_loss: 0.0311723 | Time: 1425.17 ms [2021-03-23 13:45:51 main:574] : INFO : Epoch 1930 | loss: 0.0311715 | val_loss: 0.0311676 | Time: 1434.66 ms [2021-03-23 13:45:53 main:574] : INFO : Epoch 1931 | loss: 0.0311643 | val_loss: 0.0311689 | Time: 1426.33 ms [2021-03-23 13:45:54 main:574] : INFO : Epoch 1932 | loss: 0.0311637 | val_loss: 0.0311662 | Time: 1427.72 ms [2021-03-23 13:45:56 main:574] : INFO : Epoch 1933 | loss: 0.0311698 | val_loss: 0.0311778 | Time: 1422.62 ms [2021-03-23 13:45:57 main:574] : INFO : Epoch 1934 | loss: 0.0311627 | val_loss: 0.0311729 | Time: 1427.65 ms [2021-03-23 13:45:58 main:574] : INFO : Epoch 1935 | loss: 0.0311637 | val_loss: 0.0311723 | Time: 1423.52 ms [2021-03-23 13:46:00 main:574] : INFO : Epoch 1936 | loss: 0.0311697 | val_loss: 0.0311898 | Time: 1429.48 ms [2021-03-23 13:46:01 main:574] : INFO : Epoch 1937 | loss: 0.0311728 | val_loss: 0.0311772 | Time: 1430.59 ms [2021-03-23 13:46:03 main:574] : INFO : Epoch 1938 | loss: 0.0311629 | val_loss: 0.0311699 | Time: 1420.93 ms [2021-03-23 13:46:04 main:574] : INFO : Epoch 1939 | loss: 0.0311636 | val_loss: 0.0311681 | Time: 1446.37 ms [2021-03-23 13:46:06 main:574] : INFO : Epoch 1940 | loss: 0.0311602 | val_loss: 0.0311693 | Time: 1427.9 ms [2021-03-23 13:46:07 main:574] : INFO : Epoch 1941 | loss: 0.0311609 | val_loss: 0.0311689 | Time: 1422.79 ms [2021-03-23 13:46:08 main:574] : INFO : Epoch 1942 | loss: 0.03116 | val_loss: 0.0311655 | Time: 1423 ms [2021-03-23 13:46:10 main:574] : INFO : Epoch 1943 | loss: 0.0311593 | val_loss: 0.0311665 | Time: 1428.26 ms [2021-03-23 13:46:11 main:574] : INFO : Epoch 1944 | loss: 0.0311641 | val_loss: 0.0311665 | Time: 1427.45 ms [2021-03-23 13:46:13 main:574] : INFO : Epoch 1945 | loss: 0.0311652 | val_loss: 0.0311659 | Time: 1420.86 ms [2021-03-23 13:46:14 main:574] : INFO : Epoch 1946 | loss: 0.0311604 | val_loss: 0.0311678 | Time: 1427.03 ms [2021-03-23 13:46:16 main:574] : INFO : Epoch 1947 | loss: 0.0311608 | val_loss: 0.031167 | Time: 1421.47 ms [2021-03-23 13:46:17 main:574] : INFO : Epoch 1948 | loss: 0.0311603 | val_loss: 0.0311675 | Time: 1420.59 ms [2021-03-23 13:46:18 main:574] : INFO : Epoch 1949 | loss: 0.031162 | val_loss: 0.0311702 | Time: 1427.59 ms [2021-03-23 13:46:20 main:574] : INFO : Epoch 1950 | loss: 0.0311633 | val_loss: 0.0311761 | Time: 1423.4 ms [2021-03-23 13:46:21 main:574] : INFO : Epoch 1951 | loss: 0.0311679 | val_loss: 0.0311658 | Time: 1423.31 ms [2021-03-23 13:46:23 main:574] : INFO : Epoch 1952 | loss: 0.0311631 | val_loss: 0.0311776 | Time: 1427.21 ms [2021-03-23 13:46:24 main:574] : INFO : Epoch 1953 | loss: 0.0311683 | val_loss: 0.0311653 | Time: 1427.67 ms [2021-03-23 13:46:26 main:574] : INFO : Epoch 1954 | loss: 0.0311714 | val_loss: 0.0311661 | Time: 1422.01 ms [2021-03-23 13:46:27 main:574] : INFO : Epoch 1955 | loss: 0.0311677 | val_loss: 0.0311714 | Time: 1425.03 ms [2021-03-23 13:46:29 main:574] : INFO : Epoch 1956 | loss: 0.0311614 | val_loss: 0.0311642 | Time: 1452.66 ms [2021-03-23 13:46:30 main:574] : INFO : Epoch 1957 | loss: 0.0311614 | val_loss: 0.0311664 | Time: 1424.87 ms [2021-03-23 13:46:31 main:574] : INFO : Epoch 1958 | loss: 0.0311619 | val_loss: 0.0311699 | Time: 1424.17 ms [2021-03-23 13:46:33 main:574] : INFO : Epoch 1959 | loss: 0.0311599 | val_loss: 0.0311651 | Time: 1430.06 ms [2021-03-23 13:46:34 main:574] : INFO : Epoch 1960 | loss: 0.03116 | val_loss: 0.0311695 | Time: 1428.19 ms [2021-03-23 13:46:36 main:574] : INFO : Epoch 1961 | loss: 0.0311597 | val_loss: 0.0311637 | Time: 1425.05 ms [2021-03-23 13:46:37 main:574] : INFO : Epoch 1962 | loss: 0.0311637 | val_loss: 0.0311801 | Time: 1423 ms [2021-03-23 13:46:39 main:574] : INFO : Epoch 1963 | loss: 0.031163 | val_loss: 0.0311645 | Time: 1434.27 ms [2021-03-23 13:46:40 main:574] : INFO : Epoch 1964 | loss: 0.0311669 | val_loss: 0.0311782 | Time: 1430.49 ms [2021-03-23 13:46:41 main:574] : INFO : Epoch 1965 | loss: 0.0311643 | val_loss: 0.0311645 | Time: 1429.26 ms [2021-03-23 13:46:43 main:574] : INFO : Epoch 1966 | loss: 0.0311594 | val_loss: 0.0311673 | Time: 1425.02 ms [2021-03-23 13:46:44 main:574] : INFO : Epoch 1967 | loss: 0.0311587 | val_loss: 0.0311642 | Time: 1427.48 ms [2021-03-23 13:46:46 main:574] : INFO : Epoch 1968 | loss: 0.0311576 | val_loss: 0.0311663 | Time: 1426.75 ms [2021-03-23 13:46:47 main:574] : INFO : Epoch 1969 | loss: 0.0311603 | val_loss: 0.0311806 | Time: 1425.12 ms [2021-03-23 13:46:49 main:574] : INFO : Epoch 1970 | loss: 0.0311669 | val_loss: 0.0311864 | Time: 1432.33 ms [2021-03-23 13:46:50 main:574] : INFO : Epoch 1971 | loss: 0.0311651 | val_loss: 0.0311641 | Time: 1423.12 ms [2021-03-23 13:46:52 main:574] : INFO : Epoch 1972 | loss: 0.0311629 | val_loss: 0.0311643 | Time: 1426.98 ms [2021-03-23 13:46:53 main:574] : INFO : Epoch 1973 | loss: 0.0311612 | val_loss: 0.0311715 | Time: 1424.57 ms [2021-03-23 13:46:54 main:574] : INFO : Epoch 1974 | loss: 0.0311641 | val_loss: 0.0311648 | Time: 1423.26 ms [2021-03-23 13:46:56 main:574] : INFO : Epoch 1975 | loss: 0.0311617 | val_loss: 0.0311662 | Time: 1422.57 ms [2021-03-23 13:46:57 main:574] : INFO : Epoch 1976 | loss: 0.0311652 | val_loss: 0.0311658 | Time: 1491.91 ms [2021-03-23 13:46:59 main:574] : INFO : Epoch 1977 | loss: 0.031162 | val_loss: 0.0311818 | Time: 1424.09 ms [2021-03-23 13:47:00 main:574] : INFO : Epoch 1978 | loss: 0.0311629 | val_loss: 0.0311649 | Time: 1429.34 ms [2021-03-23 13:47:02 main:574] : INFO : Epoch 1979 | loss: 0.0311644 | val_loss: 0.0311686 | Time: 1428.24 ms [2021-03-23 13:47:03 main:574] : INFO : Epoch 1980 | loss: 0.0311607 | val_loss: 0.0311677 | Time: 1420.21 ms [2021-03-23 13:47:04 main:574] : INFO : Epoch 1981 | loss: 0.0311612 | val_loss: 0.0311656 | Time: 1425.67 ms [2021-03-23 13:47:06 main:574] : INFO : Epoch 1982 | loss: 0.0311621 | val_loss: 0.0311671 | Time: 1422.37 ms [2021-03-23 13:47:07 main:574] : INFO : Epoch 1983 | loss: 0.0311637 | val_loss: 0.0311659 | Time: 1452.3 ms [2021-03-23 13:47:09 main:574] : INFO : Epoch 1984 | loss: 0.0311627 | val_loss: 0.0311668 | Time: 1428.57 ms [2021-03-23 13:47:10 main:574] : INFO : Epoch 1985 | loss: 0.031161 | val_loss: 0.031164 | Time: 1421.69 ms [2021-03-23 13:47:12 main:574] : INFO : Epoch 1986 | loss: 0.031161 | val_loss: 0.0311649 | Time: 1428.78 ms [2021-03-23 13:47:13 main:574] : INFO : Epoch 1987 | loss: 0.0311627 | val_loss: 0.031168 | Time: 1427.19 ms [2021-03-23 13:47:15 main:574] : INFO : Epoch 1988 | loss: 0.0311669 | val_loss: 0.0311675 | Time: 1444.21 ms [2021-03-23 13:47:16 main:574] : INFO : Epoch 1989 | loss: 0.0311648 | val_loss: 0.031165 | Time: 1430.81 ms [2021-03-23 13:47:17 main:574] : INFO : Epoch 1990 | loss: 0.0311661 | val_loss: 0.0311654 | Time: 1424.29 ms [2021-03-23 13:47:19 main:574] : INFO : Epoch 1991 | loss: 0.031179 | val_loss: 0.0311743 | Time: 1431.73 ms [2021-03-23 13:47:20 main:574] : INFO : Epoch 1992 | loss: 0.0311691 | val_loss: 0.0311674 | Time: 1436.22 ms [2021-03-23 13:47:22 main:574] : INFO : Epoch 1993 | loss: 0.0311641 | val_loss: 0.0311639 | Time: 1423.1 ms [2021-03-23 13:47:23 main:574] : INFO : Epoch 1994 | loss: 0.0311627 | val_loss: 0.0311706 | Time: 1428.31 ms [2021-03-23 13:47:25 main:574] : INFO : Epoch 1995 | loss: 0.0311632 | val_loss: 0.0311636 | Time: 1432.51 ms [2021-03-23 13:47:26 main:574] : INFO : Epoch 1996 | loss: 0.0311679 | val_loss: 0.031198 | Time: 1431.4 ms [2021-03-23 13:47:28 main:574] : INFO : Epoch 1997 | loss: 0.03117 | val_loss: 0.0311723 | Time: 1428.13 ms [2021-03-23 13:47:29 main:574] : INFO : Epoch 1998 | loss: 0.031164 | val_loss: 0.0311666 | Time: 1422.45 ms [2021-03-23 13:47:30 main:574] : INFO : Epoch 1999 | loss: 0.0311619 | val_loss: 0.0311679 | Time: 1425.18 ms [2021-03-23 13:47:32 main:574] : INFO : Epoch 2000 | loss: 0.0311619 | val_loss: 0.031172 | Time: 1425.03 ms [2021-03-23 13:47:33 main:574] : INFO : Epoch 2001 | loss: 0.0311617 | val_loss: 0.0311657 | Time: 1429.3 ms [2021-03-23 13:47:35 main:574] : INFO : Epoch 2002 | loss: 0.0311609 | val_loss: 0.031169 | Time: 1420.54 ms [2021-03-23 13:47:36 main:574] : INFO : Epoch 2003 | loss: 0.031168 | val_loss: 0.031173 | Time: 1432.52 ms [2021-03-23 13:47:38 main:574] : INFO : Epoch 2004 | loss: 0.0311645 | val_loss: 0.0311655 | Time: 1423.36 ms [2021-03-23 13:47:39 main:574] : INFO : Epoch 2005 | loss: 0.031162 | val_loss: 0.0311693 | Time: 1427.94 ms [2021-03-23 13:47:40 main:574] : INFO : Epoch 2006 | loss: 0.0311613 | val_loss: 0.0311655 | Time: 1429.93 ms [2021-03-23 13:47:42 main:574] : INFO : Epoch 2007 | loss: 0.0311618 | val_loss: 0.0311651 | Time: 1426.44 ms [2021-03-23 13:47:43 main:574] : INFO : Epoch 2008 | loss: 0.0311615 | val_loss: 0.0311735 | Time: 1423.44 ms [2021-03-23 13:47:45 main:574] : INFO : Epoch 2009 | loss: 0.031168 | val_loss: 0.0311644 | Time: 1432.73 ms [2021-03-23 13:47:46 main:574] : INFO : Epoch 2010 | loss: 0.0311658 | val_loss: 0.0311732 | Time: 1427.96 ms [2021-03-23 13:47:48 main:574] : INFO : Epoch 2011 | loss: 0.0311623 | val_loss: 0.0311672 | Time: 1443.58 ms [2021-03-23 13:47:49 main:574] : INFO : Epoch 2012 | loss: 0.0311628 | val_loss: 0.0311652 | Time: 1426.01 ms [2021-03-23 13:47:51 main:574] : INFO : Epoch 2013 | loss: 0.0311624 | val_loss: 0.0311691 | Time: 1423.46 ms [2021-03-23 13:47:52 main:574] : INFO : Epoch 2014 | loss: 0.0311643 | val_loss: 0.0311676 | Time: 1425.15 ms [2021-03-23 13:47:53 main:574] : INFO : Epoch 2015 | loss: 0.0311642 | val_loss: 0.0311658 | Time: 1428.76 ms [2021-03-23 13:47:55 main:574] : INFO : Epoch 2016 | loss: 0.0311633 | val_loss: 0.0311659 | Time: 1422.32 ms [2021-03-23 13:47:56 main:574] : INFO : Epoch 2017 | loss: 0.0311606 | val_loss: 0.0311683 | Time: 1423.12 ms [2021-03-23 13:47:58 main:574] : INFO : Epoch 2018 | loss: 0.0311617 | val_loss: 0.0311657 | Time: 1422.3 ms [2021-03-23 13:47:59 main:574] : INFO : Epoch 2019 | loss: 0.0311597 | val_loss: 0.0311653 | Time: 1429.89 ms [2021-03-23 13:48:01 main:574] : INFO : Epoch 2020 | loss: 0.0311597 | val_loss: 0.0311668 | Time: 1426.66 ms [2021-03-23 13:48:02 main:574] : INFO : Epoch 2021 | loss: 0.0311731 | val_loss: 0.0311704 | Time: 1425.12 ms [2021-03-23 13:48:03 main:574] : INFO : Epoch 2022 | loss: 0.0311637 | val_loss: 0.0311703 | Time: 1425.42 ms [2021-03-23 13:48:05 main:574] : INFO : Epoch 2023 | loss: 0.0311609 | val_loss: 0.0311638 | Time: 1425.06 ms [2021-03-23 13:48:06 main:574] : INFO : Epoch 2024 | loss: 0.0311605 | val_loss: 0.0311643 | Time: 1431.43 ms [2021-03-23 13:48:08 main:574] : INFO : Epoch 2025 | loss: 0.0311698 | val_loss: 0.0311812 | Time: 1421.7 ms [2021-03-23 13:48:09 main:574] : INFO : Epoch 2026 | loss: 0.0311651 | val_loss: 0.0311635 | Time: 1424.5 ms [2021-03-23 13:48:11 main:574] : INFO : Epoch 2027 | loss: 0.03116 | val_loss: 0.0311637 | Time: 1431.43 ms [2021-03-23 13:48:12 main:574] : INFO : Epoch 2028 | loss: 0.0311586 | val_loss: 0.0311675 | Time: 1427.08 ms [2021-03-23 13:48:13 main:574] : INFO : Epoch 2029 | loss: 0.0311613 | val_loss: 0.0311647 | Time: 1424.89 ms [2021-03-23 13:48:15 main:574] : INFO : Epoch 2030 | loss: 0.0311636 | val_loss: 0.0311695 | Time: 1436.2 ms [2021-03-23 13:48:16 main:574] : INFO : Epoch 2031 | loss: 0.0311604 | val_loss: 0.0311789 | Time: 1429.3 ms [2021-03-23 13:48:18 main:574] : INFO : Epoch 2032 | loss: 0.0311662 | val_loss: 0.0311641 | Time: 1430.65 ms [2021-03-23 13:48:19 main:574] : INFO : Epoch 2033 | loss: 0.0311636 | val_loss: 0.0311658 | Time: 1433.96 ms [2021-03-23 13:48:21 main:574] : INFO : Epoch 2034 | loss: 0.0311619 | val_loss: 0.0311749 | Time: 1424.04 ms [2021-03-23 13:48:22 main:574] : INFO : Epoch 2035 | loss: 0.0311624 | val_loss: 0.0311662 | Time: 1425.13 ms [2021-03-23 13:48:24 main:574] : INFO : Epoch 2036 | loss: 0.0311598 | val_loss: 0.0311796 | Time: 1424.43 ms [2021-03-23 13:48:25 main:574] : INFO : Epoch 2037 | loss: 0.0311642 | val_loss: 0.0311751 | Time: 1428.32 ms [2021-03-23 13:48:26 main:574] : INFO : Epoch 2038 | loss: 0.0311686 | val_loss: 0.031169 | Time: 1423.58 ms [2021-03-23 13:48:28 main:574] : INFO : Epoch 2039 | loss: 0.0311619 | val_loss: 0.0311644 | Time: 1423.68 ms [2021-03-23 13:48:29 main:574] : INFO : Epoch 2040 | loss: 0.0311569 | val_loss: 0.0311649 | Time: 1439.59 ms [2021-03-23 13:48:31 main:574] : INFO : Epoch 2041 | loss: 0.0311589 | val_loss: 0.031166 | Time: 1428.74 ms [2021-03-23 13:48:32 main:574] : INFO : Epoch 2042 | loss: 0.0311582 | val_loss: 0.0311642 | Time: 1426.21 ms [2021-03-23 13:48:34 main:574] : INFO : Epoch 2043 | loss: 0.0311679 | val_loss: 0.0312024 | Time: 1426.83 ms [2021-03-23 13:48:35 main:574] : INFO : Epoch 2044 | loss: 0.0311799 | val_loss: 0.031167 | Time: 1427.01 ms [2021-03-23 13:48:36 main:574] : INFO : Epoch 2045 | loss: 0.0311622 | val_loss: 0.0311664 | Time: 1429.19 ms [2021-03-23 13:48:38 main:574] : INFO : Epoch 2046 | loss: 0.0311606 | val_loss: 0.0311693 | Time: 1430.92 ms [2021-03-23 13:48:39 main:574] : INFO : Epoch 2047 | loss: 0.0311596 | val_loss: 0.0311651 | Time: 1424.38 ms [2021-03-23 13:48:41 main:574] : INFO : Epoch 2048 | loss: 0.0311649 | val_loss: 0.031169 | Time: 1430.75 ms [2021-03-23 13:48:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031169 [2021-03-23 13:48:41 main:603] : INFO : Saving end state to config to file [2021-03-23 13:48:41 main:608] : INFO : Success, exiting.. 13:48:41 (796): 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)