Task 14547344
| Name | ParityModified-1647039855-9204-3-0_1 |
| Workunit | 11297929 |
| Created | 8 Apr 2022, 0:30:56 UTC |
| Sent | 8 Apr 2022, 6:16:16 UTC |
| Report deadline | 16 Apr 2022, 6:16:16 UTC |
| Received | 8 Apr 2022, 16:28:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16285 |
| Run time | 1 hours 23 min 32 sec |
| CPU time | 1 hours 21 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,240.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.51 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311571 | val_loss: 0.0311753 | Time: 2387.02 ms [2022-04-08 11:57:30 main:574] : INFO : Epoch 1543 | loss: 0.0311596 | val_loss: 0.0311743 | Time: 2382.85 ms [2022-04-08 11:57:33 main:574] : INFO : Epoch 1544 | loss: 0.0311576 | val_loss: 0.0311727 | Time: 2396.79 ms [2022-04-08 11:57:35 main:574] : INFO : Epoch 1545 | loss: 0.0311602 | val_loss: 0.031173 | Time: 2393.15 ms [2022-04-08 11:57:37 main:574] : INFO : Epoch 1546 | loss: 0.031162 | val_loss: 0.0311783 | Time: 2375.52 ms [2022-04-08 11:57:40 main:574] : INFO : Epoch 1547 | loss: 0.0311628 | val_loss: 0.0311739 | Time: 2394.38 ms [2022-04-08 11:57:42 main:574] : INFO : Epoch 1548 | loss: 0.0311611 | val_loss: 0.0311717 | Time: 2393.28 ms [2022-04-08 11:57:45 main:574] : INFO : Epoch 1549 | loss: 0.0311601 | val_loss: 0.0311706 | Time: 2393.39 ms [2022-04-08 11:57:47 main:574] : INFO : Epoch 1550 | loss: 0.0311577 | val_loss: 0.0311696 | Time: 2389.68 ms [2022-04-08 11:57:49 main:574] : INFO : Epoch 1551 | loss: 0.0311578 | val_loss: 0.0311708 | Time: 2385.55 ms [2022-04-08 11:57:52 main:574] : INFO : Epoch 1552 | loss: 0.0311563 | val_loss: 0.0311703 | Time: 2390.38 ms [2022-04-08 11:57:54 main:574] : INFO : Epoch 1553 | loss: 0.0311562 | val_loss: 0.0311757 | Time: 2391.35 ms [2022-04-08 11:57:57 main:574] : INFO : Epoch 1554 | loss: 0.0311561 | val_loss: 0.0311729 | Time: 2383.15 ms [2022-04-08 11:57:59 main:574] : INFO : Epoch 1555 | loss: 0.0311551 | val_loss: 0.0311714 | Time: 2385.39 ms [2022-04-08 11:58:01 main:574] : INFO : Epoch 1556 | loss: 0.0311547 | val_loss: 0.0311723 | Time: 2383.41 ms [2022-04-08 11:58:04 main:574] : INFO : Epoch 1557 | loss: 0.0311529 | val_loss: 0.0311717 | Time: 2396.32 ms [2022-04-08 11:58:06 main:574] : INFO : Epoch 1558 | loss: 0.0311519 | val_loss: 0.0311715 | Time: 2387.64 ms [2022-04-08 11:58:09 main:574] : INFO : Epoch 1559 | loss: 0.0311524 | val_loss: 0.0311703 | Time: 2382.08 ms [2022-04-08 11:58:11 main:574] : INFO : Epoch 1560 | loss: 0.031153 | val_loss: 0.03117 | Time: 2395.4 ms [2022-04-08 11:58:13 main:574] : INFO : Epoch 1561 | loss: 0.0311527 | val_loss: 0.0311723 | Time: 2384.78 ms [2022-04-08 11:58:16 main:574] : INFO : Epoch 1562 | loss: 0.0311537 | val_loss: 0.0311698 | Time: 2389.54 ms [2022-04-08 11:58:18 main:574] : INFO : Epoch 1563 | loss: 0.0311553 | val_loss: 0.0311721 | Time: 2390.6 ms [2022-04-08 11:58:21 main:574] : INFO : Epoch 1564 | loss: 0.0311567 | val_loss: 0.0311725 | Time: 2391.93 ms [2022-04-08 11:58:23 main:574] : INFO : Epoch 1565 | loss: 0.031158 | val_loss: 0.0311694 | Time: 2393.11 ms [2022-04-08 11:58:25 main:574] : INFO : Epoch 1566 | loss: 0.03116 | val_loss: 0.0311701 | Time: 2381.25 ms [2022-04-08 11:58:28 main:574] : INFO : Epoch 1567 | loss: 0.0311579 | val_loss: 0.0311732 | Time: 2394.09 ms [2022-04-08 11:58:30 main:574] : INFO : Epoch 1568 | loss: 0.0311585 | val_loss: 0.0311715 | Time: 2388.85 ms [2022-04-08 11:58:33 main:574] : INFO : Epoch 1569 | loss: 0.0311574 | val_loss: 0.0311713 | Time: 2382.46 ms [2022-04-08 11:58:35 main:574] : INFO : Epoch 1570 | loss: 0.0311565 | val_loss: 0.0311692 | Time: 2393.94 ms [2022-04-08 11:58:37 main:574] : INFO : Epoch 1571 | loss: 0.0311566 | val_loss: 0.0311679 | Time: 2386.71 ms [2022-04-08 11:58:40 main:574] : INFO : Epoch 1572 | loss: 0.031157 | val_loss: 0.0311682 | Time: 2391.57 ms [2022-04-08 11:58:42 main:574] : INFO : Epoch 1573 | loss: 0.0311568 | val_loss: 0.0311719 | Time: 2392.54 ms [2022-04-08 11:58:45 main:574] : INFO : Epoch 1574 | loss: 0.0311561 | val_loss: 0.0311684 | Time: 2392.56 ms [2022-04-08 11:58:47 main:574] : INFO : Epoch 1575 | loss: 0.0311566 | val_loss: 0.031169 | Time: 2397.02 ms [2022-04-08 11:58:49 main:574] : INFO : Epoch 1576 | loss: 0.0311529 | val_loss: 0.0311689 | Time: 2385 ms [2022-04-08 11:58:52 main:574] : INFO : Epoch 1577 | loss: 0.0311533 | val_loss: 0.0311701 | Time: 2388.95 ms [2022-04-08 11:58:54 main:574] : INFO : Epoch 1578 | loss: 0.0311526 | val_loss: 0.0311683 | Time: 2389.27 ms [2022-04-08 11:58:57 main:574] : INFO : Epoch 1579 | loss: 0.0311538 | val_loss: 0.031174 | Time: 2389.48 ms [2022-04-08 11:58:59 main:574] : INFO : Epoch 1580 | loss: 0.0311541 | val_loss: 0.0311695 | Time: 2402.76 ms [2022-04-08 11:59:01 main:574] : INFO : Epoch 1581 | loss: 0.0311526 | val_loss: 0.0311701 | Time: 2379.76 ms [2022-04-08 11:59:04 main:574] : INFO : Epoch 1582 | loss: 0.0311558 | val_loss: 0.0311681 | Time: 2394.48 ms [2022-04-08 11:59:06 main:574] : INFO : Epoch 1583 | loss: 0.0311539 | val_loss: 0.0311649 | Time: 2391.48 ms [2022-04-08 11:59:09 main:574] : INFO : Epoch 1584 | loss: 0.031155 | val_loss: 0.0311653 | Time: 2391.12 ms [2022-04-08 11:59:11 main:574] : INFO : Epoch 1585 | loss: 0.0311524 | val_loss: 0.031166 | Time: 2389.9 ms [2022-04-08 11:59:13 main:574] : INFO : Epoch 1586 | loss: 0.0311529 | val_loss: 0.0311655 | Time: 2377.9 ms [2022-04-08 11:59:16 main:574] : INFO : Epoch 1587 | loss: 0.031154 | val_loss: 0.0311654 | Time: 2389.07 ms [2022-04-08 11:59:18 main:574] : INFO : Epoch 1588 | loss: 0.0311556 | val_loss: 0.0311658 | Time: 2389.78 ms [2022-04-08 11:59:21 main:574] : INFO : Epoch 1589 | loss: 0.0311533 | val_loss: 0.0311647 | Time: 2386.55 ms [2022-04-08 11:59:23 main:574] : INFO : Epoch 1590 | loss: 0.031153 | val_loss: 0.0311642 | Time: 2380.33 ms [2022-04-08 11:59:25 main:574] : INFO : Epoch 1591 | loss: 0.0311523 | val_loss: 0.0311667 | Time: 2391.36 ms [2022-04-08 11:59:28 main:574] : INFO : Epoch 1592 | loss: 0.0311566 | val_loss: 0.0311698 | Time: 2390.47 ms [2022-04-08 11:59:30 main:574] : INFO : Epoch 1593 | loss: 0.031157 | val_loss: 0.0311679 | Time: 2381.85 ms [2022-04-08 11:59:32 main:574] : INFO : Epoch 1594 | loss: 0.0311559 | val_loss: 0.0311686 | Time: 2387.73 ms [2022-04-08 11:59:35 main:574] : INFO : Epoch 1595 | loss: 0.0311559 | val_loss: 0.0311697 | Time: 2391.09 ms [2022-04-08 11:59:37 main:574] : INFO : Epoch 1596 | loss: 0.031155 | val_loss: 0.0311669 | Time: 2393.42 ms [2022-04-08 11:59:40 main:574] : INFO : Epoch 1597 | loss: 0.0311538 | val_loss: 0.0311671 | Time: 2387.37 ms [2022-04-08 11:59:42 main:574] : INFO : Epoch 1598 | loss: 0.0311537 | val_loss: 0.0311695 | Time: 2378.46 ms [2022-04-08 11:59:44 main:574] : INFO : Epoch 1599 | loss: 0.0311519 | val_loss: 0.0311659 | Time: 2391.03 ms [2022-04-08 11:59:47 main:574] : INFO : Epoch 1600 | loss: 0.0311554 | val_loss: 0.031172 | Time: 2396.2 ms [2022-04-08 11:59:49 main:574] : INFO : Epoch 1601 | loss: 0.0311564 | val_loss: 0.0311674 | Time: 2385.5 ms [2022-04-08 11:59:52 main:574] : INFO : Epoch 1602 | loss: 0.0311543 | val_loss: 0.0311663 | Time: 2395.32 ms [2022-04-08 11:59:54 main:574] : INFO : Epoch 1603 | loss: 0.0311526 | val_loss: 0.0311674 | Time: 2385.84 ms [2022-04-08 11:59:56 main:574] : INFO : Epoch 1604 | loss: 0.0311527 | val_loss: 0.0311659 | Time: 2388.83 ms [2022-04-08 11:59:59 main:574] : INFO : Epoch 1605 | loss: 0.031152 | val_loss: 0.0311681 | Time: 2385.5 ms [2022-04-08 12:00:01 main:574] : INFO : Epoch 1606 | loss: 0.0311544 | val_loss: 0.0311683 | Time: 2598.89 ms [2022-04-08 12:00:04 main:574] : INFO : Epoch 1607 | loss: 0.0311542 | val_loss: 0.0311677 | Time: 2392.91 ms [2022-04-08 12:00:06 main:574] : INFO : Epoch 1608 | loss: 0.0311561 | val_loss: 0.0311694 | Time: 2385.73 ms [2022-04-08 12:00:09 main:574] : INFO : Epoch 1609 | loss: 0.0311578 | val_loss: 0.0311659 | Time: 2393.74 ms [2022-04-08 12:00:11 main:574] : INFO : Epoch 1610 | loss: 0.0311577 | val_loss: 0.0311661 | Time: 2389.6 ms [2022-04-08 12:00:13 main:574] : INFO : Epoch 1611 | loss: 0.031155 | val_loss: 0.031169 | Time: 2369.39 ms [2022-04-08 12:00:16 main:574] : INFO : Epoch 1612 | loss: 0.0311538 | val_loss: 0.0311654 | Time: 2392.15 ms [2022-04-08 12:00:18 main:574] : INFO : Epoch 1613 | loss: 0.0311536 | val_loss: 0.0311681 | Time: 2384.49 ms [2022-04-08 12:00:21 main:574] : INFO : Epoch 1614 | loss: 0.0311517 | val_loss: 0.0311663 | Time: 2394.65 ms [2022-04-08 12:00:23 main:574] : INFO : Epoch 1615 | loss: 0.0311537 | val_loss: 0.0311681 | Time: 2386.96 ms [2022-04-08 12:00:25 main:574] : INFO : Epoch 1616 | loss: 0.0311568 | val_loss: 0.0311677 | Time: 2382.92 ms [2022-04-08 12:00:28 main:574] : INFO : Epoch 1617 | loss: 0.0311554 | val_loss: 0.031169 | Time: 2392.33 ms [2022-04-08 12:00:30 main:574] : INFO : Epoch 1618 | loss: 0.0311561 | val_loss: 0.0311697 | Time: 2378.73 ms [2022-04-08 12:00:33 main:574] : INFO : Epoch 1619 | loss: 0.0311547 | val_loss: 0.0311654 | Time: 2388.64 ms [2022-04-08 12:00:35 main:574] : INFO : Epoch 1620 | loss: 0.0311551 | val_loss: 0.031164 | Time: 2382.46 ms [2022-04-08 12:00:37 main:574] : INFO : Epoch 1621 | loss: 0.031155 | val_loss: 0.0311695 | Time: 2383.04 ms [2022-04-08 12:00:40 main:574] : INFO : Epoch 1622 | loss: 0.031156 | val_loss: 0.0311721 | Time: 2386.64 ms [2022-04-08 12:00:42 main:574] : INFO : Epoch 1623 | loss: 0.031156 | val_loss: 0.0311744 | Time: 2386.13 ms [2022-04-08 12:00:45 main:574] : INFO : Epoch 1624 | loss: 0.0311579 | val_loss: 0.0311738 | Time: 2397.29 ms [2022-04-08 12:00:47 main:574] : INFO : Epoch 1625 | loss: 0.0311606 | val_loss: 0.0311763 | Time: 2399.4 ms [2022-04-08 12:00:49 main:574] : INFO : Epoch 1626 | loss: 0.0311786 | val_loss: 0.0320711 | Time: 2386.21 ms [2022-04-08 12:00:52 main:574] : INFO : Epoch 1627 | loss: 0.0322102 | val_loss: 0.043798 | Time: 2391.01 ms [2022-04-08 12:00:54 main:574] : INFO : Epoch 1628 | loss: 0.0370247 | val_loss: 0.0373554 | Time: 2383.75 ms [2022-04-08 12:00:56 main:574] : INFO : Epoch 1629 | loss: 0.0328594 | val_loss: 0.0314327 | Time: 2386.69 ms [2022-04-08 12:00:59 main:574] : INFO : Epoch 1630 | loss: 0.0314402 | val_loss: 0.0313338 | Time: 2389.26 ms [2022-04-08 12:01:01 main:574] : INFO : Epoch 1631 | loss: 0.0312722 | val_loss: 0.0312369 | Time: 2385.49 ms [2022-04-08 12:01:04 main:574] : INFO : Epoch 1632 | loss: 0.0312311 | val_loss: 0.0312172 | Time: 2389.57 ms [2022-04-08 12:01:06 main:574] : INFO : Epoch 1633 | loss: 0.0312113 | val_loss: 0.0311992 | Time: 2381.23 ms [2022-04-08 12:01:08 main:574] : INFO : Epoch 1634 | loss: 0.0311968 | val_loss: 0.0311865 | Time: 2393.41 ms [2022-04-08 12:01:11 main:574] : INFO : Epoch 1635 | loss: 0.0311887 | val_loss: 0.0311806 | Time: 2378.6 ms [2022-04-08 12:01:13 main:574] : INFO : Epoch 1636 | loss: 0.0311846 | val_loss: 0.0311785 | Time: 2381.06 ms [2022-04-08 12:01:16 main:574] : INFO : Epoch 1637 | loss: 0.0311826 | val_loss: 0.0311772 | Time: 2379.09 ms [2022-04-08 12:01:18 main:574] : INFO : Epoch 1638 | loss: 0.0311817 | val_loss: 0.0311768 | Time: 2379.14 ms [2022-04-08 12:01:20 main:574] : INFO : Epoch 1639 | loss: 0.0311791 | val_loss: 0.031175 | Time: 2388.61 ms [2022-04-08 12:01:23 main:574] : INFO : Epoch 1640 | loss: 0.0311775 | val_loss: 0.0311743 | Time: 2379.83 ms [2022-04-08 12:01:25 main:574] : INFO : Epoch 1641 | loss: 0.0311768 | val_loss: 0.0311736 | Time: 2381.58 ms [2022-04-08 12:01:28 main:574] : INFO : Epoch 1642 | loss: 0.0311765 | val_loss: 0.0311726 | Time: 2394.2 ms [2022-04-08 12:01:30 main:574] : INFO : Epoch 1643 | loss: 0.0311758 | val_loss: 0.0311725 | Time: 2373.56 ms [2022-04-08 12:01:32 main:574] : INFO : Epoch 1644 | loss: 0.0311757 | val_loss: 0.0311732 | Time: 2397.2 ms [2022-04-08 12:01:35 main:574] : INFO : Epoch 1645 | loss: 0.0311757 | val_loss: 0.0311743 | Time: 2385.57 ms [2022-04-08 12:01:37 main:574] : INFO : Epoch 1646 | loss: 0.0311754 | val_loss: 0.0311721 | Time: 2391.17 ms [2022-04-08 12:01:40 main:574] : INFO : Epoch 1647 | loss: 0.0311744 | val_loss: 0.0311719 | Time: 2381.43 ms [2022-04-08 12:01:42 main:574] : INFO : Epoch 1648 | loss: 0.0311741 | val_loss: 0.0311722 | Time: 2386.75 ms [2022-04-08 12:01:44 main:574] : INFO : Epoch 1649 | loss: 0.0311736 | val_loss: 0.0311708 | Time: 2400.48 ms [2022-04-08 12:01:47 main:574] : INFO : Epoch 1650 | loss: 0.0311735 | val_loss: 0.03117 | Time: 2386.69 ms [2022-04-08 12:01:49 main:574] : INFO : Epoch 1651 | loss: 0.0311725 | val_loss: 0.0311708 | Time: 2389.72 ms [2022-04-08 12:01:52 main:574] : INFO : Epoch 1652 | loss: 0.0311731 | val_loss: 0.0311707 | Time: 2385.39 ms [2022-04-08 12:01:54 main:574] : INFO : Epoch 1653 | loss: 0.0311749 | val_loss: 0.0311709 | Time: 2388.94 ms [2022-04-08 12:01:56 main:574] : INFO : Epoch 1654 | loss: 0.0311731 | val_loss: 0.0311702 | Time: 2395.94 ms [2022-04-08 12:01:59 main:574] : INFO : Epoch 1655 | loss: 0.0311722 | val_loss: 0.0311722 | Time: 2386.15 ms [2022-04-08 12:02:01 main:574] : INFO : Epoch 1656 | loss: 0.0311718 | val_loss: 0.0311699 | Time: 2389.73 ms [2022-04-08 12:02:04 main:574] : INFO : Epoch 1657 | loss: 0.0311713 | val_loss: 0.0311699 | Time: 2387.14 ms [2022-04-08 12:02:06 main:574] : INFO : Epoch 1658 | loss: 0.0311708 | val_loss: 0.0311699 | Time: 2393.2 ms [2022-04-08 12:02:08 main:574] : INFO : Epoch 1659 | loss: 0.0311706 | val_loss: 0.0311699 | Time: 2387.06 ms [2022-04-08 12:02:11 main:574] : INFO : Epoch 1660 | loss: 0.0311714 | val_loss: 0.0311725 | Time: 2378.36 ms [2022-04-08 12:02:13 main:574] : INFO : Epoch 1661 | loss: 0.0311699 | val_loss: 0.0311707 | Time: 2389.78 ms [2022-04-08 12:02:15 main:574] : INFO : Epoch 1662 | loss: 0.0311695 | val_loss: 0.0311694 | Time: 2385.52 ms [2022-04-08 12:02:18 main:574] : INFO : Epoch 1663 | loss: 0.0311693 | val_loss: 0.0311689 | Time: 2382.13 ms [2022-04-08 12:02:20 main:574] : INFO : Epoch 1664 | loss: 0.0311676 | val_loss: 0.0311681 | Time: 2388.28 ms [2022-04-08 12:02:23 main:574] : INFO : Epoch 1665 | loss: 0.0311684 | val_loss: 0.0311683 | Time: 2389.39 ms [2022-04-08 12:02:25 main:574] : INFO : Epoch 1666 | loss: 0.0311675 | val_loss: 0.0311687 | Time: 2390.68 ms [2022-04-08 12:02:27 main:574] : INFO : Epoch 1667 | loss: 0.0311678 | val_loss: 0.0311682 | Time: 2377.03 ms [2022-04-08 12:02:30 main:574] : INFO : Epoch 1668 | loss: 0.0311681 | val_loss: 0.0311688 | Time: 2385.38 ms [2022-04-08 12:02:32 main:574] : INFO : Epoch 1669 | loss: 0.0311673 | val_loss: 0.0311683 | Time: 2388.92 ms [2022-04-08 12:02:35 main:574] : INFO : Epoch 1670 | loss: 0.031167 | val_loss: 0.0311677 | Time: 2380.93 ms [2022-04-08 12:02:37 main:574] : INFO : Epoch 1671 | loss: 0.0311674 | val_loss: 0.0311679 | Time: 2398.64 ms [2022-04-08 12:02:39 main:574] : INFO : Epoch 1672 | loss: 0.0311667 | val_loss: 0.0311677 | Time: 2386.77 ms [2022-04-08 12:02:42 main:574] : INFO : Epoch 1673 | loss: 0.0311672 | val_loss: 0.0311677 | Time: 2392.85 ms [2022-04-08 12:02:44 main:574] : INFO : Epoch 1674 | loss: 0.0311668 | val_loss: 0.031169 | Time: 2395.18 ms [2022-04-08 12:02:47 main:574] : INFO : Epoch 1675 | loss: 0.0311682 | val_loss: 0.0311686 | Time: 2397.2 ms [2022-04-08 12:02:49 main:574] : INFO : Epoch 1676 | loss: 0.0311686 | val_loss: 0.0311683 | Time: 2401.82 ms [2022-04-08 12:02:51 main:574] : INFO : Epoch 1677 | loss: 0.0311687 | val_loss: 0.0311691 | Time: 2386.66 ms [2022-04-08 12:02:54 main:574] : INFO : Epoch 1678 | loss: 0.0311683 | val_loss: 0.0311693 | Time: 2391.74 ms [2022-04-08 12:02:56 main:574] : INFO : Epoch 1679 | loss: 0.0311675 | val_loss: 0.0311681 | Time: 2391.17 ms [2022-04-08 12:02:59 main:574] : INFO : Epoch 1680 | loss: 0.0311669 | val_loss: 0.0311685 | Time: 2380.32 ms [2022-04-08 12:03:01 main:574] : INFO : Epoch 1681 | loss: 0.0311664 | val_loss: 0.0311692 | Time: 2393.81 ms [2022-04-08 12:03:03 main:574] : INFO : Epoch 1682 | loss: 0.0311659 | val_loss: 0.0311684 | Time: 2393.36 ms [2022-04-08 12:03:06 main:574] : INFO : Epoch 1683 | loss: 0.0311652 | val_loss: 0.0311687 | Time: 2389.29 ms [2022-04-08 12:03:08 main:574] : INFO : Epoch 1684 | loss: 0.0311654 | val_loss: 0.0311685 | Time: 2376.48 ms [2022-04-08 12:03:11 main:574] : INFO : Epoch 1685 | loss: 0.0311653 | val_loss: 0.031167 | Time: 2391.67 ms [2022-04-08 12:03:13 main:574] : INFO : Epoch 1686 | loss: 0.0311652 | val_loss: 0.0311681 | Time: 2396.11 ms [2022-04-08 12:03:15 main:574] : INFO : Epoch 1687 | loss: 0.031165 | val_loss: 0.0311677 | Time: 2385.9 ms [2022-04-08 12:03:18 main:574] : INFO : Epoch 1688 | loss: 0.0311639 | val_loss: 0.0311676 | Time: 2394.24 ms [2022-04-08 12:03:20 main:574] : INFO : Epoch 1689 | loss: 0.0311646 | val_loss: 0.0311717 | Time: 2388.56 ms [2022-04-08 12:03:23 main:574] : INFO : Epoch 1690 | loss: 0.0311639 | val_loss: 0.0311666 | Time: 2376.19 ms [2022-04-08 12:03:25 main:574] : INFO : Epoch 1691 | loss: 0.0311628 | val_loss: 0.0311668 | Time: 2386.27 ms [2022-04-08 12:03:27 main:574] : INFO : Epoch 1692 | loss: 0.0311629 | val_loss: 0.0311669 | Time: 2373.1 ms [2022-04-08 12:03:30 main:574] : INFO : Epoch 1693 | loss: 0.031163 | val_loss: 0.0311668 | Time: 2382.22 ms [2022-04-08 12:03:32 main:574] : INFO : Epoch 1694 | loss: 0.0311626 | val_loss: 0.0311668 | Time: 2381.61 ms [2022-04-08 12:03:34 main:574] : INFO : Epoch 1695 | loss: 0.0311624 | val_loss: 0.031168 | Time: 2373.44 ms [2022-04-08 12:03:37 main:574] : INFO : Epoch 1696 | loss: 0.0311629 | val_loss: 0.0311669 | Time: 2391.73 ms [2022-04-08 12:03:39 main:574] : INFO : Epoch 1697 | loss: 0.0311626 | val_loss: 0.0311716 | Time: 2383.15 ms [2022-04-08 12:03:42 main:574] : INFO : Epoch 1698 | loss: 0.0311633 | val_loss: 0.0311682 | Time: 2385.24 ms [2022-04-08 12:03:44 main:574] : INFO : Epoch 1699 | loss: 0.0311634 | val_loss: 0.031169 | Time: 2385.67 ms [2022-04-08 12:03:46 main:574] : INFO : Epoch 1700 | loss: 0.0311637 | val_loss: 0.0311675 | Time: 2383.31 ms [2022-04-08 12:03:49 main:574] : INFO : Epoch 1701 | loss: 0.0311621 | val_loss: 0.0311681 | Time: 2388.22 ms [2022-04-08 12:03:51 main:574] : INFO : Epoch 1702 | loss: 0.0311638 | val_loss: 0.0311719 | Time: 2394.68 ms [2022-04-08 12:03:54 main:574] : INFO : Epoch 1703 | loss: 0.0311644 | val_loss: 0.0311697 | Time: 2404.11 ms [2022-04-08 12:03:56 main:574] : INFO : Epoch 1704 | loss: 0.0311637 | val_loss: 0.0311696 | Time: 2382.13 ms [2022-04-08 12:03:58 main:574] : INFO : Epoch 1705 | loss: 0.0311637 | val_loss: 0.031168 | Time: 2392.53 ms [2022-04-08 12:04:01 main:574] : INFO : Epoch 1706 | loss: 0.0311665 | val_loss: 0.0311685 | Time: 2409.35 ms [2022-04-08 12:04:03 main:574] : INFO : Epoch 1707 | loss: 0.0311685 | val_loss: 0.0311686 | Time: 2380.53 ms [2022-04-08 12:04:06 main:574] : INFO : Epoch 1708 | loss: 0.0311672 | val_loss: 0.0311681 | Time: 2389.54 ms [2022-04-08 12:04:08 main:574] : INFO : Epoch 1709 | loss: 0.0311656 | val_loss: 0.0311691 | Time: 2385.1 ms [2022-04-08 12:04:10 main:574] : INFO : Epoch 1710 | loss: 0.0311665 | val_loss: 0.0311685 | Time: 2384.51 ms [2022-04-08 12:04:13 main:574] : INFO : Epoch 1711 | loss: 0.0311658 | val_loss: 0.0311689 | Time: 2389.03 ms [2022-04-08 12:04:15 main:574] : INFO : Epoch 1712 | loss: 0.0311645 | val_loss: 0.0311674 | Time: 2380.18 ms [2022-04-08 12:04:18 main:574] : INFO : Epoch 1713 | loss: 0.0311641 | val_loss: 0.0311674 | Time: 2395.98 ms [2022-04-08 12:04:20 main:574] : INFO : Epoch 1714 | loss: 0.0311637 | val_loss: 0.0311697 | Time: 2392.2 ms [2022-04-08 12:04:22 main:574] : INFO : Epoch 1715 | loss: 0.0311633 | val_loss: 0.0311698 | Time: 2389.93 ms [2022-04-08 12:04:25 main:574] : INFO : Epoch 1716 | loss: 0.031162 | val_loss: 0.0311699 | Time: 2387.87 ms [2022-04-08 12:04:27 main:574] : INFO : Epoch 1717 | loss: 0.0311627 | val_loss: 0.0311683 | Time: 2377.16 ms [2022-04-08 12:04:30 main:574] : INFO : Epoch 1718 | loss: 0.0311623 | val_loss: 0.0311682 | Time: 2585.92 ms [2022-04-08 12:04:32 main:574] : INFO : Epoch 1719 | loss: 0.0311621 | val_loss: 0.0311667 | Time: 2384.93 ms [2022-04-08 12:04:35 main:574] : INFO : Epoch 1720 | loss: 0.0311622 | val_loss: 0.0311679 | Time: 2515.41 ms [2022-04-08 12:04:37 main:574] : INFO : Epoch 1721 | loss: 0.0311636 | val_loss: 0.0311676 | Time: 2405.46 ms [2022-04-08 12:04:39 main:574] : INFO : Epoch 1722 | loss: 0.0311636 | val_loss: 0.03117 | Time: 2378.61 ms [2022-04-08 12:04:42 main:574] : INFO : Epoch 1723 | loss: 0.0311631 | val_loss: 0.0311658 | Time: 2397.85 ms [2022-04-08 12:04:44 main:574] : INFO : Epoch 1724 | loss: 0.0311614 | val_loss: 0.0311694 | Time: 2384.91 ms [2022-04-08 12:04:47 main:574] : INFO : Epoch 1725 | loss: 0.0311609 | val_loss: 0.0311712 | Time: 2380.79 ms [2022-04-08 12:04:49 main:574] : INFO : Epoch 1726 | loss: 0.0311621 | val_loss: 0.0311682 | Time: 2377 ms [2022-04-08 12:04:51 main:574] : INFO : Epoch 1727 | loss: 0.0311599 | val_loss: 0.0311694 | Time: 2372.13 ms [2022-04-08 12:04:54 main:574] : INFO : Epoch 1728 | loss: 0.0311601 | val_loss: 0.0311674 | Time: 2378.25 ms [2022-04-08 12:04:56 main:574] : INFO : Epoch 1729 | loss: 0.0311603 | val_loss: 0.0311671 | Time: 2381.38 ms [2022-04-08 12:04:59 main:574] : INFO : Epoch 1730 | loss: 0.0311616 | val_loss: 0.0311666 | Time: 2383.79 ms [2022-04-08 12:05:01 main:574] : INFO : Epoch 1731 | loss: 0.0311612 | val_loss: 0.0311703 | Time: 2392.69 ms [2022-04-08 12:05:03 main:574] : INFO : Epoch 1732 | loss: 0.0311606 | val_loss: 0.031168 | Time: 2381.89 ms [2022-04-08 12:05:06 main:574] : INFO : Epoch 1733 | loss: 0.0311603 | val_loss: 0.0311679 | Time: 2389.24 ms [2022-04-08 12:05:08 main:574] : INFO : Epoch 1734 | loss: 0.0311598 | val_loss: 0.0311693 | Time: 2385.73 ms [2022-04-08 12:05:11 main:574] : INFO : Epoch 1735 | loss: 0.0311614 | val_loss: 0.0311672 | Time: 2389.99 ms [2022-04-08 12:05:13 main:574] : INFO : Epoch 1736 | loss: 0.0311597 | val_loss: 0.0311667 | Time: 2392 ms [2022-04-08 12:05:15 main:574] : INFO : Epoch 1737 | loss: 0.0311596 | val_loss: 0.0311662 | Time: 2394.18 ms [2022-04-08 12:05:18 main:574] : INFO : Epoch 1738 | loss: 0.0311604 | val_loss: 0.0311678 | Time: 2383.19 ms [2022-04-08 12:05:20 main:574] : INFO : Epoch 1739 | loss: 0.0311597 | val_loss: 0.0311707 | Time: 2380.36 ms [2022-04-08 12:05:22 main:574] : INFO : Epoch 1740 | loss: 0.0311616 | val_loss: 0.0311713 | Time: 2392.04 ms [2022-04-08 12:05:25 main:574] : INFO : Epoch 1741 | loss: 0.0311605 | val_loss: 0.0311688 | Time: 2385.6 ms [2022-04-08 12:05:27 main:574] : INFO : Epoch 1742 | loss: 0.0311618 | val_loss: 0.0311683 | Time: 2389.93 ms [2022-04-08 12:05:30 main:574] : INFO : Epoch 1743 | loss: 0.0311613 | val_loss: 0.0311671 | Time: 2389.67 ms [2022-04-08 12:05:32 main:574] : INFO : Epoch 1744 | loss: 0.0311592 | val_loss: 0.0311682 | Time: 2371.71 ms [2022-04-08 12:05:34 main:574] : INFO : Epoch 1745 | loss: 0.0311587 | val_loss: 0.031169 | Time: 2393.33 ms [2022-04-08 12:05:37 main:574] : INFO : Epoch 1746 | loss: 0.0311582 | val_loss: 0.0311711 | Time: 2399.09 ms [2022-04-08 12:05:39 main:574] : INFO : Epoch 1747 | loss: 0.0311589 | val_loss: 0.0311673 | Time: 2380.61 ms [2022-04-08 12:05:42 main:574] : INFO : Epoch 1748 | loss: 0.0311578 | val_loss: 0.031171 | Time: 2411.95 ms [2022-04-08 12:05:44 main:574] : INFO : Epoch 1749 | loss: 0.0311633 | val_loss: 0.0311684 | Time: 2387.54 ms [2022-04-08 12:05:46 main:574] : INFO : Epoch 1750 | loss: 0.0311613 | val_loss: 0.0311677 | Time: 2374.99 ms [2022-04-08 12:05:49 main:574] : INFO : Epoch 1751 | loss: 0.0311591 | val_loss: 0.0311664 | Time: 2375.38 ms [2022-04-08 12:05:51 main:574] : INFO : Epoch 1752 | loss: 0.0311602 | val_loss: 0.0311709 | Time: 2371.63 ms [2022-04-08 12:05:54 main:574] : INFO : Epoch 1753 | loss: 0.0311719 | val_loss: 0.0311739 | Time: 2389.42 ms [2022-04-08 12:05:56 main:574] : INFO : Epoch 1754 | loss: 0.0311744 | val_loss: 0.031175 | Time: 2377.19 ms [2022-04-08 12:05:58 main:574] : INFO : Epoch 1755 | loss: 0.0311741 | val_loss: 0.0311764 | Time: 2387.49 ms [2022-04-08 12:06:01 main:574] : INFO : Epoch 1756 | loss: 0.031175 | val_loss: 0.0311737 | Time: 2384.97 ms [2022-04-08 12:06:03 main:574] : INFO : Epoch 1757 | loss: 0.0311755 | val_loss: 0.0311761 | Time: 2384.26 ms [2022-04-08 12:06:06 main:574] : INFO : Epoch 1758 | loss: 0.0311769 | val_loss: 0.0311753 | Time: 2390.36 ms [2022-04-08 12:06:08 main:574] : INFO : Epoch 1759 | loss: 0.0311749 | val_loss: 0.031176 | Time: 2384.56 ms [2022-04-08 12:06:10 main:574] : INFO : Epoch 1760 | loss: 0.0311728 | val_loss: 0.0311751 | Time: 2388.65 ms [2022-04-08 12:06:13 main:574] : INFO : Epoch 1761 | loss: 0.031171 | val_loss: 0.0311759 | Time: 2385.63 ms [2022-04-08 12:06:15 main:574] : INFO : Epoch 1762 | loss: 0.0311721 | val_loss: 0.0311752 | Time: 2382.27 ms [2022-04-08 12:06:18 main:574] : INFO : Epoch 1763 | loss: 0.0311717 | val_loss: 0.0311748 | Time: 2387.41 ms [2022-04-08 12:06:20 main:574] : INFO : Epoch 1764 | loss: 0.0311703 | val_loss: 0.0311736 | Time: 2380.05 ms [2022-04-08 12:06:22 main:574] : INFO : Epoch 1765 | loss: 0.0311717 | val_loss: 0.0311736 | Time: 2386.82 ms [2022-04-08 12:06:25 main:574] : INFO : Epoch 1766 | loss: 0.0311737 | val_loss: 0.0311744 | Time: 2381.45 ms [2022-04-08 12:06:27 main:574] : INFO : Epoch 1767 | loss: 0.0311725 | val_loss: 0.0311709 | Time: 2380.93 ms [2022-04-08 12:06:29 main:574] : INFO : Epoch 1768 | loss: 0.0311707 | val_loss: 0.0311713 | Time: 2381.52 ms [2022-04-08 12:06:32 main:574] : INFO : Epoch 1769 | loss: 0.0311694 | val_loss: 0.0311716 | Time: 2380.68 ms [2022-04-08 12:06:34 main:574] : INFO : Epoch 1770 | loss: 0.0311681 | val_loss: 0.0311693 | Time: 2386.63 ms [2022-04-08 12:06:37 main:574] : INFO : Epoch 1771 | loss: 0.0311674 | val_loss: 0.031171 | Time: 2388.19 ms [2022-04-08 12:06:39 main:574] : INFO : Epoch 1772 | loss: 0.0311664 | val_loss: 0.0311704 | Time: 2375.31 ms [2022-04-08 12:06:41 main:574] : INFO : Epoch 1773 | loss: 0.0311665 | val_loss: 0.0311702 | Time: 2384.79 ms [2022-04-08 12:06:44 main:574] : INFO : Epoch 1774 | loss: 0.0311685 | val_loss: 0.0311685 | Time: 2376.07 ms [2022-04-08 12:06:46 main:574] : INFO : Epoch 1775 | loss: 0.0311681 | val_loss: 0.0311711 | Time: 2389.58 ms [2022-04-08 12:06:49 main:574] : INFO : Epoch 1776 | loss: 0.0311678 | val_loss: 0.0311726 | Time: 2378.03 ms [2022-04-08 12:06:51 main:574] : INFO : Epoch 1777 | loss: 0.0311669 | val_loss: 0.0311723 | Time: 2382.34 ms [2022-04-08 12:06:53 main:574] : INFO : Epoch 1778 | loss: 0.0311677 | val_loss: 0.0311714 | Time: 2383.51 ms [2022-04-08 12:06:56 main:574] : INFO : Epoch 1779 | loss: 0.0311684 | val_loss: 0.0311711 | Time: 2380.42 ms [2022-04-08 12:06:58 main:574] : INFO : Epoch 1780 | loss: 0.0311677 | val_loss: 0.0311692 | Time: 2390.85 ms [2022-04-08 12:07:00 main:574] : INFO : Epoch 1781 | loss: 0.0311667 | val_loss: 0.0311702 | Time: 2381.38 ms [2022-04-08 12:07:03 main:574] : INFO : Epoch 1782 | loss: 0.0311656 | val_loss: 0.0311693 | Time: 2386.77 ms [2022-04-08 12:07:05 main:574] : INFO : Epoch 1783 | loss: 0.0311644 | val_loss: 0.0311692 | Time: 2378.66 ms [2022-04-08 12:07:08 main:574] : INFO : Epoch 1784 | loss: 0.0311643 | val_loss: 0.0311722 | Time: 2378.87 ms [2022-04-08 12:07:10 main:574] : INFO : Epoch 1785 | loss: 0.0311655 | val_loss: 0.0311705 | Time: 2393.08 ms [2022-04-08 12:07:12 main:574] : INFO : Epoch 1786 | loss: 0.0311662 | val_loss: 0.0311698 | Time: 2371.73 ms [2022-04-08 12:07:15 main:574] : INFO : Epoch 1787 | loss: 0.0311664 | val_loss: 0.0311698 | Time: 2398.21 ms [2022-04-08 12:07:17 main:574] : INFO : Epoch 1788 | loss: 0.0311648 | val_loss: 0.0311688 | Time: 2380.68 ms [2022-04-08 12:07:20 main:574] : INFO : Epoch 1789 | loss: 0.0311647 | val_loss: 0.031168 | Time: 2379.67 ms [2022-04-08 12:07:22 main:574] : INFO : Epoch 1790 | loss: 0.0311653 | val_loss: 0.0311701 | Time: 2377.86 ms [2022-04-08 12:07:24 main:574] : INFO : Epoch 1791 | loss: 0.0311663 | val_loss: 0.0311689 | Time: 2374.3 ms [2022-04-08 12:07:27 main:574] : INFO : Epoch 1792 | loss: 0.0311656 | val_loss: 0.0311739 | Time: 2392.03 ms [2022-04-08 12:07:29 main:574] : INFO : Epoch 1793 | loss: 0.031167 | val_loss: 0.0311703 | Time: 2391.05 ms [2022-04-08 12:07:32 main:574] : INFO : Epoch 1794 | loss: 0.0311638 | val_loss: 0.031168 | Time: 2384.83 ms [2022-04-08 12:07:34 main:574] : INFO : Epoch 1795 | loss: 0.0311639 | val_loss: 0.0311692 | Time: 2389.42 ms [2022-04-08 12:07:36 main:574] : INFO : Epoch 1796 | loss: 0.0311626 | val_loss: 0.0311685 | Time: 2388.15 ms [2022-04-08 12:07:39 main:574] : INFO : Epoch 1797 | loss: 0.0311622 | val_loss: 0.0311685 | Time: 2389.14 ms [2022-04-08 12:07:41 main:574] : INFO : Epoch 1798 | loss: 0.0311622 | val_loss: 0.0311719 | Time: 2378.93 ms [2022-04-08 12:07:44 main:574] : INFO : Epoch 1799 | loss: 0.0311621 | val_loss: 0.0311709 | Time: 2388.59 ms [2022-04-08 12:07:46 main:574] : INFO : Epoch 1800 | loss: 0.0311629 | val_loss: 0.0311696 | Time: 2386.01 ms [2022-04-08 12:07:48 main:574] : INFO : Epoch 1801 | loss: 0.031162 | val_loss: 0.0311711 | Time: 2381.42 ms [2022-04-08 12:07:51 main:574] : INFO : Epoch 1802 | loss: 0.031162 | val_loss: 0.0311681 | Time: 2387.66 ms [2022-04-08 12:07:53 main:574] : INFO : Epoch 1803 | loss: 0.0311626 | val_loss: 0.0311698 | Time: 2377.56 ms [2022-04-08 12:07:55 main:574] : INFO : Epoch 1804 | loss: 0.0311644 | val_loss: 0.0311674 | Time: 2373.83 ms [2022-04-08 12:07:58 main:574] : INFO : Epoch 1805 | loss: 0.0311631 | val_loss: 0.0311715 | Time: 2391.72 ms [2022-04-08 12:08:00 main:574] : INFO : Epoch 1806 | loss: 0.0311635 | val_loss: 0.0311691 | Time: 2373.04 ms [2022-04-08 12:08:03 main:574] : INFO : Epoch 1807 | loss: 0.0311631 | val_loss: 0.031171 | Time: 2378.66 ms [2022-04-08 12:08:05 main:574] : INFO : Epoch 1808 | loss: 0.0311669 | val_loss: 0.0311731 | Time: 2380.28 ms [2022-04-08 12:08:07 main:574] : INFO : Epoch 1809 | loss: 0.0311651 | val_loss: 0.0311714 | Time: 2381.09 ms [2022-04-08 12:08:10 main:574] : INFO : Epoch 1810 | loss: 0.0311643 | val_loss: 0.0311715 | Time: 2380.15 ms [2022-04-08 12:08:12 main:574] : INFO : Epoch 1811 | loss: 0.0311638 | val_loss: 0.0311731 | Time: 2375.8 ms [2022-04-08 12:08:15 main:574] : INFO : Epoch 1812 | loss: 0.0311631 | val_loss: 0.0311714 | Time: 2386.91 ms [2022-04-08 12:08:17 main:574] : INFO : Epoch 1813 | loss: 0.031164 | val_loss: 0.0311793 | Time: 2380.94 ms [2022-04-08 12:08:19 main:574] : INFO : Epoch 1814 | loss: 0.0311638 | val_loss: 0.0311708 | Time: 2385.97 ms [2022-04-08 12:08:22 main:574] : INFO : Epoch 1815 | loss: 0.031163 | val_loss: 0.031172 | Time: 2381.24 ms [2022-04-08 12:08:24 main:574] : INFO : Epoch 1816 | loss: 0.031163 | val_loss: 0.031175 | Time: 2381.75 ms [2022-04-08 12:08:26 main:574] : INFO : Epoch 1817 | loss: 0.031162 | val_loss: 0.0311697 | Time: 2383.97 ms [2022-04-08 12:08:29 main:574] : INFO : Epoch 1818 | loss: 0.031162 | val_loss: 0.0311693 | Time: 2391.11 ms [2022-04-08 12:08:31 main:574] : INFO : Epoch 1819 | loss: 0.0311619 | val_loss: 0.0311705 | Time: 2395.09 ms [2022-04-08 12:08:34 main:574] : INFO : Epoch 1820 | loss: 0.0311619 | val_loss: 0.031168 | Time: 2389.05 ms [2022-04-08 12:08:36 main:574] : INFO : Epoch 1821 | loss: 0.0311699 | val_loss: 0.0311728 | Time: 2383.85 ms [2022-04-08 12:08:38 main:574] : INFO : Epoch 1822 | loss: 0.0311719 | val_loss: 0.0311721 | Time: 2388.96 ms [2022-04-08 12:08:41 main:574] : INFO : Epoch 1823 | loss: 0.0311713 | val_loss: 0.0311739 | Time: 2377.11 ms [2022-04-08 12:08:43 main:574] : INFO : Epoch 1824 | loss: 0.0311729 | val_loss: 0.0311726 | Time: 2393.24 ms [2022-04-08 12:08:46 main:574] : INFO : Epoch 1825 | loss: 0.0311751 | val_loss: 0.0311763 | Time: 2380.6 ms [2022-04-08 12:08:48 main:574] : INFO : Epoch 1826 | loss: 0.0311717 | val_loss: 0.0311718 | Time: 2383.94 ms [2022-04-08 12:08:50 main:574] : INFO : Epoch 1827 | loss: 0.0311685 | val_loss: 0.0311703 | Time: 2383.66 ms [2022-04-08 12:08:53 main:574] : INFO : Epoch 1828 | loss: 0.0311684 | val_loss: 0.0311729 | Time: 2382.82 ms [2022-04-08 12:08:55 main:574] : INFO : Epoch 1829 | loss: 0.0311686 | val_loss: 0.0311703 | Time: 2397.43 ms [2022-04-08 12:08:58 main:574] : INFO : Epoch 1830 | loss: 0.0311679 | val_loss: 0.0311718 | Time: 2380.75 ms [2022-04-08 12:09:00 main:574] : INFO : Epoch 1831 | loss: 0.0311678 | val_loss: 0.0311699 | Time: 2378.29 ms [2022-04-08 12:09:02 main:574] : INFO : Epoch 1832 | loss: 0.0311674 | val_loss: 0.0311703 | Time: 2390.61 ms [2022-04-08 12:09:05 main:574] : INFO : Epoch 1833 | loss: 0.0311665 | val_loss: 0.0311714 | Time: 2386.78 ms [2022-04-08 12:09:07 main:574] : INFO : Epoch 1834 | loss: 0.0311694 | val_loss: 0.0311747 | Time: 2393.83 ms [2022-04-08 12:09:10 main:574] : INFO : Epoch 1835 | loss: 0.0311679 | val_loss: 0.0311735 | Time: 2395.66 ms [2022-04-08 12:09:12 main:574] : INFO : Epoch 1836 | loss: 0.0311661 | val_loss: 0.0311687 | Time: 2393.36 ms [2022-04-08 12:09:14 main:574] : INFO : Epoch 1837 | loss: 0.0311658 | val_loss: 0.0311688 | Time: 2384.37 ms [2022-04-08 12:09:17 main:574] : INFO : Epoch 1838 | loss: 0.031165 | val_loss: 0.0311698 | Time: 2371.8 ms [2022-04-08 12:09:19 main:574] : INFO : Epoch 1839 | loss: 0.0311647 | val_loss: 0.0311727 | Time: 2388.97 ms [2022-04-08 12:09:22 main:574] : INFO : Epoch 1840 | loss: 0.0311657 | val_loss: 0.0311707 | Time: 2375.54 ms [2022-04-08 12:09:24 main:574] : INFO : Epoch 1841 | loss: 0.0311653 | val_loss: 0.0311722 | Time: 2384.01 ms [2022-04-08 12:09:26 main:574] : INFO : Epoch 1842 | loss: 0.0311642 | val_loss: 0.0311697 | Time: 2385.52 ms [2022-04-08 12:09:29 main:574] : INFO : Epoch 1843 | loss: 0.0311634 | val_loss: 0.0311714 | Time: 2378.3 ms [2022-04-08 12:09:31 main:574] : INFO : Epoch 1844 | loss: 0.0311636 | val_loss: 0.0311704 | Time: 2384.7 ms [2022-04-08 12:09:33 main:574] : INFO : Epoch 1845 | loss: 0.031164 | val_loss: 0.03117 | Time: 2382.26 ms [2022-04-08 12:09:36 main:574] : INFO : Epoch 1846 | loss: 0.0311624 | val_loss: 0.0311688 | Time: 2392.29 ms [2022-04-08 12:09:38 main:574] : INFO : Epoch 1847 | loss: 0.0311623 | val_loss: 0.0311705 | Time: 2400.69 ms [2022-04-08 12:09:41 main:574] : INFO : Epoch 1848 | loss: 0.0311627 | val_loss: 0.0311689 | Time: 2376.69 ms [2022-04-08 12:09:43 main:574] : INFO : Epoch 1849 | loss: 0.0311622 | val_loss: 0.0311691 | Time: 2394.74 ms [2022-04-08 12:09:45 main:574] : INFO : Epoch 1850 | loss: 0.0311633 | val_loss: 0.0311702 | Time: 2373.43 ms [2022-04-08 12:09:48 main:574] : INFO : Epoch 1851 | loss: 0.0311631 | val_loss: 0.0311689 | Time: 2389.57 ms [2022-04-08 12:09:50 main:574] : INFO : Epoch 1852 | loss: 0.0311637 | val_loss: 0.0311697 | Time: 2388.17 ms [2022-04-08 12:09:53 main:574] : INFO : Epoch 1853 | loss: 0.0311642 | val_loss: 0.0311708 | Time: 2382.9 ms [2022-04-08 12:09:55 main:574] : INFO : Epoch 1854 | loss: 0.0311624 | val_loss: 0.0311681 | Time: 2383.58 ms [2022-04-08 12:09:57 main:574] : INFO : Epoch 1855 | loss: 0.0311635 | val_loss: 0.0311732 | Time: 2380.71 ms [2022-04-08 12:10:00 main:574] : INFO : Epoch 1856 | loss: 0.0311635 | val_loss: 0.0311698 | Time: 2385.46 ms [2022-04-08 12:10:02 main:574] : INFO : Epoch 1857 | loss: 0.0311627 | val_loss: 0.0311694 | Time: 2384.97 ms [2022-04-08 12:10:05 main:574] : INFO : Epoch 1858 | loss: 0.0311623 | val_loss: 0.031172 | Time: 2378.81 ms [2022-04-08 12:10:07 main:574] : INFO : Epoch 1859 | loss: 0.0311622 | val_loss: 0.0311686 | Time: 2383.85 ms [2022-04-08 12:10:09 main:574] : INFO : Epoch 1860 | loss: 0.0311612 | val_loss: 0.0311685 | Time: 2378.69 ms [2022-04-08 12:10:12 main:574] : INFO : Epoch 1861 | loss: 0.0311621 | val_loss: 0.0311692 | Time: 2396.25 ms [2022-04-08 12:10:14 main:574] : INFO : Epoch 1862 | loss: 0.0311609 | val_loss: 0.0311688 | Time: 2390.57 ms [2022-04-08 12:10:17 main:574] : INFO : Epoch 1863 | loss: 0.0311636 | val_loss: 0.0311693 | Time: 2385.96 ms [2022-04-08 12:10:19 main:574] : INFO : Epoch 1864 | loss: 0.0311647 | val_loss: 0.0311704 | Time: 2390.33 ms [2022-04-08 12:10:21 main:574] : INFO : Epoch 1865 | loss: 0.0311622 | val_loss: 0.0311692 | Time: 2379.75 ms [2022-04-08 12:10:24 main:574] : INFO : Epoch 1866 | loss: 0.0311605 | val_loss: 0.0311699 | Time: 2387.39 ms [2022-04-08 12:10:26 main:574] : INFO : Epoch 1867 | loss: 0.0311603 | val_loss: 0.0311717 | Time: 2405.43 ms [2022-04-08 12:10:29 main:574] : INFO : Epoch 1868 | loss: 0.0311597 | val_loss: 0.0311692 | Time: 2374.82 ms [2022-04-08 12:10:31 main:574] : INFO : Epoch 1869 | loss: 0.0311598 | val_loss: 0.0311696 | Time: 2386.38 ms [2022-04-08 12:10:33 main:574] : INFO : Epoch 1870 | loss: 0.0311609 | val_loss: 0.0311694 | Time: 2382.09 ms [2022-04-08 12:10:36 main:574] : INFO : Epoch 1871 | loss: 0.0311614 | val_loss: 0.0311695 | Time: 2385.12 ms [2022-04-08 12:10:38 main:574] : INFO : Epoch 1872 | loss: 0.0311587 | val_loss: 0.031168 | Time: 2389.37 ms [2022-04-08 12:10:40 main:574] : INFO : Epoch 1873 | loss: 0.0311586 | val_loss: 0.0311711 | Time: 2387.01 ms [2022-04-08 12:10:43 main:574] : INFO : Epoch 1874 | loss: 0.0311617 | val_loss: 0.0311757 | Time: 2390.06 ms [2022-04-08 12:10:45 main:574] : INFO : Epoch 1875 | loss: 0.0311717 | val_loss: 0.0311734 | Time: 2378.34 ms [2022-04-08 12:10:48 main:574] : INFO : Epoch 1876 | loss: 0.0311733 | val_loss: 0.0311759 | Time: 2390.97 ms [2022-04-08 12:10:50 main:574] : INFO : Epoch 1877 | loss: 0.031171 | val_loss: 0.031174 | Time: 2380.64 ms [2022-04-08 12:10:52 main:574] : INFO : Epoch 1878 | loss: 0.031171 | val_loss: 0.0311722 | Time: 2381.66 ms [2022-04-08 12:10:55 main:574] : INFO : Epoch 1879 | loss: 0.0311684 | val_loss: 0.0311702 | Time: 2382.78 ms [2022-04-08 12:10:57 main:574] : INFO : Epoch 1880 | loss: 0.0311671 | val_loss: 0.0311707 | Time: 2382.67 ms [2022-04-08 12:11:00 main:574] : INFO : Epoch 1881 | loss: 0.031167 | val_loss: 0.0311735 | Time: 2384.81 ms [2022-04-08 12:11:02 main:574] : INFO : Epoch 1882 | loss: 0.0311676 | val_loss: 0.0311739 | Time: 2376.71 ms [2022-04-08 12:11:04 main:574] : INFO : Epoch 1883 | loss: 0.0311663 | val_loss: 0.0311724 | Time: 2378.54 ms [2022-04-08 12:11:07 main:574] : INFO : Epoch 1884 | loss: 0.0311658 | val_loss: 0.0311713 | Time: 2395.07 ms [2022-04-08 12:11:09 main:574] : INFO : Epoch 1885 | loss: 0.0311651 | val_loss: 0.0311733 | Time: 2381.79 ms [2022-04-08 12:11:12 main:574] : INFO : Epoch 1886 | loss: 0.0311647 | val_loss: 0.0311734 | Time: 2383.1 ms [2022-04-08 12:11:14 main:574] : INFO : Epoch 1887 | loss: 0.031164 | val_loss: 0.0311705 | Time: 2378.58 ms [2022-04-08 12:11:16 main:574] : INFO : Epoch 1888 | loss: 0.0311641 | val_loss: 0.0311724 | Time: 2382.7 ms [2022-04-08 12:11:19 main:574] : INFO : Epoch 1889 | loss: 0.0311639 | val_loss: 0.0311713 | Time: 2386.46 ms [2022-04-08 12:11:21 main:574] : INFO : Epoch 1890 | loss: 0.0311637 | val_loss: 0.0311722 | Time: 2372.15 ms [2022-04-08 12:11:24 main:574] : INFO : Epoch 1891 | loss: 0.0311629 | val_loss: 0.031172 | Time: 2382.8 ms [2022-04-08 12:11:26 main:574] : INFO : Epoch 1892 | loss: 0.0311647 | val_loss: 0.0311691 | Time: 2377.22 ms [2022-04-08 12:11:28 main:574] : INFO : Epoch 1893 | loss: 0.0311642 | val_loss: 0.0311712 | Time: 2385.98 ms [2022-04-08 12:11:31 main:574] : INFO : Epoch 1894 | loss: 0.0311633 | val_loss: 0.0311725 | Time: 2377.77 ms [2022-04-08 12:11:33 main:574] : INFO : Epoch 1895 | loss: 0.0311629 | val_loss: 0.0311703 | Time: 2378.06 ms [2022-04-08 12:11:35 main:574] : INFO : Epoch 1896 | loss: 0.031163 | val_loss: 0.0311722 | Time: 2389.63 ms [2022-04-08 12:11:38 main:574] : INFO : Epoch 1897 | loss: 0.0311632 | val_loss: 0.0311676 | Time: 2377.34 ms [2022-04-08 12:11:40 main:574] : INFO : Epoch 1898 | loss: 0.0311616 | val_loss: 0.031169 | Time: 2380.07 ms [2022-04-08 12:11:43 main:574] : INFO : Epoch 1899 | loss: 0.0311623 | val_loss: 0.0311683 | Time: 2376.57 ms [2022-04-08 12:11:45 main:574] : INFO : Epoch 1900 | loss: 0.0311615 | val_loss: 0.0311696 | Time: 2387.78 ms [2022-04-08 12:11:47 main:574] : INFO : Epoch 1901 | loss: 0.0311616 | val_loss: 0.0311715 | Time: 2387.88 ms [2022-04-08 12:11:50 main:574] : INFO : Epoch 1902 | loss: 0.0311649 | val_loss: 0.0311704 | Time: 2376.91 ms [2022-04-08 12:11:52 main:574] : INFO : Epoch 1903 | loss: 0.0311627 | val_loss: 0.0311753 | Time: 2385.79 ms [2022-04-08 12:11:55 main:574] : INFO : Epoch 1904 | loss: 0.0311646 | val_loss: 0.0311726 | Time: 2380.31 ms [2022-04-08 12:11:57 main:574] : INFO : Epoch 1905 | loss: 0.0311644 | val_loss: 0.0311751 | Time: 2379.11 ms [2022-04-08 12:11:59 main:574] : INFO : Epoch 1906 | loss: 0.0311636 | val_loss: 0.031176 | Time: 2380.87 ms [2022-04-08 12:12:02 main:574] : INFO : Epoch 1907 | loss: 0.0311631 | val_loss: 0.0311693 | Time: 2373.71 ms [2022-04-08 12:12:04 main:574] : INFO : Epoch 1908 | loss: 0.0311606 | val_loss: 0.0311685 | Time: 2383.86 ms [2022-04-08 12:12:06 main:574] : INFO : Epoch 1909 | loss: 0.0311621 | val_loss: 0.0311697 | Time: 2369.89 ms [2022-04-08 12:12:09 main:574] : INFO : Epoch 1910 | loss: 0.0311643 | val_loss: 0.0311701 | Time: 2380.38 ms [2022-04-08 12:12:11 main:574] : INFO : Epoch 1911 | loss: 0.031163 | val_loss: 0.0311707 | Time: 2387.82 ms [2022-04-08 12:12:14 main:574] : INFO : Epoch 1912 | loss: 0.0311636 | val_loss: 0.0311692 | Time: 2380.48 ms [2022-04-08 12:12:16 main:574] : INFO : Epoch 1913 | loss: 0.0311642 | val_loss: 0.0311691 | Time: 2391.18 ms [2022-04-08 12:12:18 main:574] : INFO : Epoch 1914 | loss: 0.0311636 | val_loss: 0.0311701 | Time: 2381.49 ms [2022-04-08 12:12:21 main:574] : INFO : Epoch 1915 | loss: 0.0311647 | val_loss: 0.0311712 | Time: 2395.17 ms [2022-04-08 12:12:23 main:574] : INFO : Epoch 1916 | loss: 0.0311669 | val_loss: 0.0311731 | Time: 2373.45 ms [2022-04-08 12:12:26 main:574] : INFO : Epoch 1917 | loss: 0.0311634 | val_loss: 0.0311696 | Time: 2371.72 ms [2022-04-08 12:12:28 main:574] : INFO : Epoch 1918 | loss: 0.0311628 | val_loss: 0.0311748 | Time: 2392.61 ms [2022-04-08 12:12:30 main:574] : INFO : Epoch 1919 | loss: 0.0311664 | val_loss: 0.0311734 | Time: 2380.03 ms [2022-04-08 12:12:33 main:574] : INFO : Epoch 1920 | loss: 0.0311663 | val_loss: 0.0311713 | Time: 2373.58 ms [2022-04-08 12:12:35 main:574] : INFO : Epoch 1921 | loss: 0.0311637 | val_loss: 0.0311714 | Time: 2383.6 ms [2022-04-08 12:12:38 main:574] : INFO : Epoch 1922 | loss: 0.0311628 | val_loss: 0.0311701 | Time: 2382.03 ms [2022-04-08 12:12:40 main:574] : INFO : Epoch 1923 | loss: 0.0311627 | val_loss: 0.0311723 | Time: 2390.18 ms [2022-04-08 12:12:42 main:574] : INFO : Epoch 1924 | loss: 0.0311655 | val_loss: 0.0311716 | Time: 2375.8 ms [2022-04-08 12:12:45 main:574] : INFO : Epoch 1925 | loss: 0.0311653 | val_loss: 0.0311734 | Time: 2404.44 ms [2022-04-08 12:12:47 main:574] : INFO : Epoch 1926 | loss: 0.0311708 | val_loss: 0.0311772 | Time: 2383.67 ms [2022-04-08 12:12:49 main:574] : INFO : Epoch 1927 | loss: 0.0311765 | val_loss: 0.0311813 | Time: 2385.82 ms [2022-04-08 12:12:52 main:574] : INFO : Epoch 1928 | loss: 0.0311759 | val_loss: 0.0311802 | Time: 2389.73 ms [2022-04-08 12:12:54 main:574] : INFO : Epoch 1929 | loss: 0.0311726 | val_loss: 0.0311737 | Time: 2382.42 ms [2022-04-08 12:12:57 main:574] : INFO : Epoch 1930 | loss: 0.0311709 | val_loss: 0.0311763 | Time: 2387.62 ms [2022-04-08 12:12:59 main:574] : INFO : Epoch 1931 | loss: 0.0311697 | val_loss: 0.0311738 | Time: 2369.99 ms [2022-04-08 12:13:01 main:574] : INFO : Epoch 1932 | loss: 0.0311692 | val_loss: 0.0311779 | Time: 2387.38 ms [2022-04-08 12:13:04 main:574] : INFO : Epoch 1933 | loss: 0.031168 | val_loss: 0.0311732 | Time: 2375.35 ms [2022-04-08 12:13:06 main:574] : INFO : Epoch 1934 | loss: 0.031167 | val_loss: 0.0311743 | Time: 2376.62 ms [2022-04-08 12:13:09 main:574] : INFO : Epoch 1935 | loss: 0.0311665 | val_loss: 0.0311736 | Time: 2384.05 ms [2022-04-08 12:13:11 main:574] : INFO : Epoch 1936 | loss: 0.0311672 | val_loss: 0.0311725 | Time: 2389.12 ms [2022-04-08 12:13:13 main:574] : INFO : Epoch 1937 | loss: 0.0311661 | val_loss: 0.0311765 | Time: 2382.12 ms [2022-04-08 12:13:16 main:574] : INFO : Epoch 1938 | loss: 0.0311671 | val_loss: 0.031176 | Time: 2386.45 ms [2022-04-08 12:13:18 main:574] : INFO : Epoch 1939 | loss: 0.0311674 | val_loss: 0.0311769 | Time: 2370.97 ms [2022-04-08 12:13:21 main:574] : INFO : Epoch 1940 | loss: 0.0311654 | val_loss: 0.0311742 | Time: 2385.25 ms [2022-04-08 12:13:23 main:574] : INFO : Epoch 1941 | loss: 0.0311658 | val_loss: 0.0311786 | Time: 2382.82 ms [2022-04-08 12:13:25 main:574] : INFO : Epoch 1942 | loss: 0.0311652 | val_loss: 0.0311729 | Time: 2377.82 ms [2022-04-08 12:13:28 main:574] : INFO : Epoch 1943 | loss: 0.0311639 | val_loss: 0.0311754 | Time: 2385.48 ms [2022-04-08 12:13:30 main:574] : INFO : Epoch 1944 | loss: 0.031165 | val_loss: 0.0311777 | Time: 2371.92 ms [2022-04-08 12:13:32 main:574] : INFO : Epoch 1945 | loss: 0.0311652 | val_loss: 0.0311749 | Time: 2393.06 ms [2022-04-08 12:13:35 main:574] : INFO : Epoch 1946 | loss: 0.0311655 | val_loss: 0.0311722 | Time: 2372.35 ms [2022-04-08 12:13:37 main:574] : INFO : Epoch 1947 | loss: 0.0311655 | val_loss: 0.0311716 | Time: 2387.97 ms [2022-04-08 12:13:40 main:574] : INFO : Epoch 1948 | loss: 0.0311648 | val_loss: 0.031173 | Time: 2385.76 ms [2022-04-08 12:13:42 main:574] : INFO : Epoch 1949 | loss: 0.0311649 | val_loss: 0.0311749 | Time: 2393.25 ms [2022-04-08 12:13:44 main:574] : INFO : Epoch 1950 | loss: 0.0311656 | val_loss: 0.0311745 | Time: 2401.85 ms [2022-04-08 12:13:47 main:574] : INFO : Epoch 1951 | loss: 0.0311652 | val_loss: 0.0311731 | Time: 2372.69 ms [2022-04-08 12:13:49 main:574] : INFO : Epoch 1952 | loss: 0.0311666 | val_loss: 0.0311709 | Time: 2390.06 ms [2022-04-08 12:13:52 main:574] : INFO : Epoch 1953 | loss: 0.0311671 | val_loss: 0.0311711 | Time: 2387.65 ms [2022-04-08 12:13:54 main:574] : INFO : Epoch 1954 | loss: 0.0311655 | val_loss: 0.0311723 | Time: 2379 ms [2022-04-08 12:13:56 main:574] : INFO : Epoch 1955 | loss: 0.0311637 | val_loss: 0.0311716 | Time: 2387.52 ms [2022-04-08 12:13:59 main:574] : INFO : Epoch 1956 | loss: 0.0311641 | val_loss: 0.0311742 | Time: 2385.63 ms [2022-04-08 12:14:01 main:574] : INFO : Epoch 1957 | loss: 0.0311639 | val_loss: 0.031171 | Time: 2387.44 ms [2022-04-08 12:14:04 main:574] : INFO : Epoch 1958 | loss: 0.0311629 | val_loss: 0.0311742 | Time: 2384.16 ms [2022-04-08 12:14:06 main:574] : INFO : Epoch 1959 | loss: 0.0311628 | val_loss: 0.0311709 | Time: 2383.16 ms [2022-04-08 12:14:08 main:574] : INFO : Epoch 1960 | loss: 0.0311647 | val_loss: 0.0311743 | Time: 2395.49 ms [2022-04-08 12:14:11 main:574] : INFO : Epoch 1961 | loss: 0.0311652 | val_loss: 0.0311726 | Time: 2373.45 ms [2022-04-08 12:14:13 main:574] : INFO : Epoch 1962 | loss: 0.0311651 | val_loss: 0.0311743 | Time: 2383.43 ms [2022-04-08 12:14:16 main:574] : INFO : Epoch 1963 | loss: 0.0311635 | val_loss: 0.0311714 | Time: 2384.95 ms [2022-04-08 12:14:18 main:574] : INFO : Epoch 1964 | loss: 0.0311623 | val_loss: 0.031172 | Time: 2395.93 ms [2022-04-08 12:14:20 main:574] : INFO : Epoch 1965 | loss: 0.0311617 | val_loss: 0.0311722 | Time: 2392.6 ms [2022-04-08 12:14:23 main:574] : INFO : Epoch 1966 | loss: 0.0311615 | val_loss: 0.0311722 | Time: 2373.79 ms [2022-04-08 12:14:25 main:574] : INFO : Epoch 1967 | loss: 0.0311631 | val_loss: 0.0311784 | Time: 2386.12 ms [2022-04-08 12:14:28 main:574] : INFO : Epoch 1968 | loss: 0.0311639 | val_loss: 0.0311737 | Time: 2391.43 ms [2022-04-08 12:14:30 main:574] : INFO : Epoch 1969 | loss: 0.0311621 | val_loss: 0.0311761 | Time: 2380.59 ms [2022-04-08 12:14:32 main:574] : INFO : Epoch 1970 | loss: 0.0311651 | val_loss: 0.0311759 | Time: 2387.23 ms [2022-04-08 12:14:35 main:574] : INFO : Epoch 1971 | loss: 0.0311649 | val_loss: 0.0311757 | Time: 2378.05 ms [2022-04-08 12:14:37 main:574] : INFO : Epoch 1972 | loss: 0.0311623 | val_loss: 0.0311766 | Time: 2390.54 ms [2022-04-08 12:14:39 main:574] : INFO : Epoch 1973 | loss: 0.0311611 | val_loss: 0.0311746 | Time: 2383.84 ms [2022-04-08 12:14:42 main:574] : INFO : Epoch 1974 | loss: 0.0311599 | val_loss: 0.0311742 | Time: 2387.86 ms [2022-04-08 12:14:44 main:574] : INFO : Epoch 1975 | loss: 0.0311596 | val_loss: 0.0311722 | Time: 2399.45 ms [2022-04-08 12:14:47 main:574] : INFO : Epoch 1976 | loss: 0.0311599 | val_loss: 0.0311739 | Time: 2381.75 ms [2022-04-08 12:14:49 main:574] : INFO : Epoch 1977 | loss: 0.0311604 | val_loss: 0.0311728 | Time: 2390.67 ms [2022-04-08 12:14:51 main:574] : INFO : Epoch 1978 | loss: 0.0311591 | val_loss: 0.0311736 | Time: 2375.44 ms [2022-04-08 12:14:54 main:574] : INFO : Epoch 1979 | loss: 0.0311601 | val_loss: 0.0311737 | Time: 2376.28 ms [2022-04-08 12:14:56 main:574] : INFO : Epoch 1980 | loss: 0.0311622 | val_loss: 0.0311739 | Time: 2383.28 ms [2022-04-08 12:14:59 main:574] : INFO : Epoch 1981 | loss: 0.0311605 | val_loss: 0.0311759 | Time: 2386.59 ms [2022-04-08 12:15:01 main:574] : INFO : Epoch 1982 | loss: 0.0311604 | val_loss: 0.031174 | Time: 2388.73 ms [2022-04-08 12:15:03 main:574] : INFO : Epoch 1983 | loss: 0.0311593 | val_loss: 0.0311751 | Time: 2382.78 ms [2022-04-08 12:15:06 main:574] : INFO : Epoch 1984 | loss: 0.0311615 | val_loss: 0.0311787 | Time: 2375.4 ms [2022-04-08 12:15:08 main:574] : INFO : Epoch 1985 | loss: 0.0311622 | val_loss: 0.0311751 | Time: 2387.85 ms [2022-04-08 12:15:11 main:574] : INFO : Epoch 1986 | loss: 0.031164 | val_loss: 0.03118 | Time: 2390.24 ms [2022-04-08 12:15:13 main:574] : INFO : Epoch 1987 | loss: 0.0311641 | val_loss: 0.0311712 | Time: 2390.82 ms [2022-04-08 12:15:15 main:574] : INFO : Epoch 1988 | loss: 0.0311621 | val_loss: 0.0311746 | Time: 2383.17 ms [2022-04-08 12:15:18 main:574] : INFO : Epoch 1989 | loss: 0.0311636 | val_loss: 0.0311763 | Time: 2382.74 ms [2022-04-08 12:15:20 main:574] : INFO : Epoch 1990 | loss: 0.0311641 | val_loss: 0.0311746 | Time: 2388.43 ms [2022-04-08 12:15:23 main:574] : INFO : Epoch 1991 | loss: 0.0311645 | val_loss: 0.0311794 | Time: 2372.33 ms [2022-04-08 12:15:25 main:574] : INFO : Epoch 1992 | loss: 0.031164 | val_loss: 0.0311727 | Time: 2380.62 ms [2022-04-08 12:15:27 main:574] : INFO : Epoch 1993 | loss: 0.0311618 | val_loss: 0.0311807 | Time: 2374.14 ms [2022-04-08 12:15:30 main:574] : INFO : Epoch 1994 | loss: 0.0311625 | val_loss: 0.0311738 | Time: 2387.39 ms [2022-04-08 12:15:32 main:574] : INFO : Epoch 1995 | loss: 0.0311618 | val_loss: 0.0311747 | Time: 2386.69 ms [2022-04-08 12:15:34 main:574] : INFO : Epoch 1996 | loss: 0.0311602 | val_loss: 0.031171 | Time: 2376.69 ms [2022-04-08 12:15:37 main:574] : INFO : Epoch 1997 | loss: 0.0311592 | val_loss: 0.0311726 | Time: 2395.7 ms [2022-04-08 12:15:39 main:574] : INFO : Epoch 1998 | loss: 0.0311602 | val_loss: 0.0311687 | Time: 2384.24 ms [2022-04-08 12:15:42 main:574] : INFO : Epoch 1999 | loss: 0.0311602 | val_loss: 0.03117 | Time: 2394.17 ms [2022-04-08 12:15:44 main:574] : INFO : Epoch 2000 | loss: 0.0311589 | val_loss: 0.0311704 | Time: 2402.82 ms [2022-04-08 12:15:46 main:574] : INFO : Epoch 2001 | loss: 0.0311586 | val_loss: 0.0311725 | Time: 2378.03 ms [2022-04-08 12:15:49 main:574] : INFO : Epoch 2002 | loss: 0.0311572 | val_loss: 0.031171 | Time: 2388.07 ms [2022-04-08 12:15:51 main:574] : INFO : Epoch 2003 | loss: 0.0311586 | val_loss: 0.0311688 | Time: 2379.76 ms [2022-04-08 12:15:54 main:574] : INFO : Epoch 2004 | loss: 0.0311639 | val_loss: 0.0311725 | Time: 2382.18 ms [2022-04-08 12:15:56 main:574] : INFO : Epoch 2005 | loss: 0.031163 | val_loss: 0.0311708 | Time: 2383.79 ms [2022-04-08 12:15:58 main:574] : INFO : Epoch 2006 | loss: 0.0311615 | val_loss: 0.03117 | Time: 2378.34 ms [2022-04-08 12:16:01 main:574] : INFO : Epoch 2007 | loss: 0.0311621 | val_loss: 0.0311704 | Time: 2390.44 ms [2022-04-08 12:16:03 main:574] : INFO : Epoch 2008 | loss: 0.0311611 | val_loss: 0.0311706 | Time: 2379.95 ms [2022-04-08 12:16:06 main:574] : INFO : Epoch 2009 | loss: 0.0311598 | val_loss: 0.0311691 | Time: 2386.88 ms [2022-04-08 12:16:08 main:574] : INFO : Epoch 2010 | loss: 0.0311588 | val_loss: 0.0311717 | Time: 2380.72 ms [2022-04-08 12:16:10 main:574] : INFO : Epoch 2011 | loss: 0.0311603 | val_loss: 0.0311705 | Time: 2387.33 ms [2022-04-08 12:16:13 main:574] : INFO : Epoch 2012 | loss: 0.0311604 | val_loss: 0.0311708 | Time: 2388.45 ms [2022-04-08 12:16:15 main:574] : INFO : Epoch 2013 | loss: 0.0311615 | val_loss: 0.0311723 | Time: 2385.79 ms [2022-04-08 12:16:17 main:574] : INFO : Epoch 2014 | loss: 0.0311617 | val_loss: 0.0311711 | Time: 2391.01 ms [2022-04-08 12:16:20 main:574] : INFO : Epoch 2015 | loss: 0.0311625 | val_loss: 0.0311717 | Time: 2382.24 ms [2022-04-08 12:16:22 main:574] : INFO : Epoch 2016 | loss: 0.0311609 | val_loss: 0.0311698 | Time: 2380.11 ms [2022-04-08 12:16:25 main:574] : INFO : Epoch 2017 | loss: 0.0311596 | val_loss: 0.0311708 | Time: 2379.59 ms [2022-04-08 12:16:27 main:574] : INFO : Epoch 2018 | loss: 0.0311604 | val_loss: 0.0311718 | Time: 2384.47 ms [2022-04-08 12:16:29 main:574] : INFO : Epoch 2019 | loss: 0.0311614 | val_loss: 0.031173 | Time: 2384.83 ms [2022-04-08 12:16:32 main:574] : INFO : Epoch 2020 | loss: 0.0311637 | val_loss: 0.0311746 | Time: 2380.47 ms [2022-04-08 12:16:34 main:574] : INFO : Epoch 2021 | loss: 0.0311633 | val_loss: 0.0311702 | Time: 2385.14 ms [2022-04-08 12:16:37 main:574] : INFO : Epoch 2022 | loss: 0.0311639 | val_loss: 0.0311699 | Time: 2384.11 ms [2022-04-08 12:16:39 main:574] : INFO : Epoch 2023 | loss: 0.0311618 | val_loss: 0.03117 | Time: 2374.82 ms [2022-04-08 12:16:41 main:574] : INFO : Epoch 2024 | loss: 0.0311609 | val_loss: 0.0311697 | Time: 2387.28 ms [2022-04-08 12:16:44 main:574] : INFO : Epoch 2025 | loss: 0.0311625 | val_loss: 0.0311691 | Time: 2390.15 ms [2022-04-08 12:16:46 main:574] : INFO : Epoch 2026 | loss: 0.0311617 | val_loss: 0.031171 | Time: 2389.17 ms [2022-04-08 12:16:49 main:574] : INFO : Epoch 2027 | loss: 0.0311622 | val_loss: 0.0311718 | Time: 2382.21 ms [2022-04-08 12:16:51 main:574] : INFO : Epoch 2028 | loss: 0.0311691 | val_loss: 0.0311787 | Time: 2377.3 ms [2022-04-08 12:16:53 main:574] : INFO : Epoch 2029 | loss: 0.0311729 | val_loss: 0.0311777 | Time: 2397 ms [2022-04-08 12:16:56 main:574] : INFO : Epoch 2030 | loss: 0.0311716 | val_loss: 0.0311773 | Time: 2385.34 ms [2022-04-08 12:16:58 main:574] : INFO : Epoch 2031 | loss: 0.0311702 | val_loss: 0.0311778 | Time: 2377.34 ms [2022-04-08 12:17:01 main:574] : INFO : Epoch 2032 | loss: 0.0311677 | val_loss: 0.0311802 | Time: 2395.91 ms [2022-04-08 12:17:03 main:574] : INFO : Epoch 2033 | loss: 0.0311675 | val_loss: 0.0311758 | Time: 2377.66 ms [2022-04-08 12:17:05 main:574] : INFO : Epoch 2034 | loss: 0.0311662 | val_loss: 0.0311732 | Time: 2389.38 ms [2022-04-08 12:17:08 main:574] : INFO : Epoch 2035 | loss: 0.0311665 | val_loss: 0.0311708 | Time: 2373.8 ms [2022-04-08 12:17:10 main:574] : INFO : Epoch 2036 | loss: 0.0311646 | val_loss: 0.0311709 | Time: 2385.28 ms [2022-04-08 12:17:12 main:574] : INFO : Epoch 2037 | loss: 0.0311635 | val_loss: 0.0311728 | Time: 2374.23 ms [2022-04-08 12:17:15 main:574] : INFO : Epoch 2038 | loss: 0.0311637 | val_loss: 0.0311751 | Time: 2386.23 ms [2022-04-08 12:17:17 main:574] : INFO : Epoch 2039 | loss: 0.0311638 | val_loss: 0.031171 | Time: 2392.66 ms [2022-04-08 12:17:20 main:574] : INFO : Epoch 2040 | loss: 0.0311633 | val_loss: 0.0311707 | Time: 2381.07 ms [2022-04-08 12:17:22 main:574] : INFO : Epoch 2041 | loss: 0.0311628 | val_loss: 0.0311694 | Time: 2396.43 ms [2022-04-08 12:17:24 main:574] : INFO : Epoch 2042 | loss: 0.0311618 | val_loss: 0.0311678 | Time: 2376.39 ms [2022-04-08 12:17:27 main:574] : INFO : Epoch 2043 | loss: 0.0311613 | val_loss: 0.0311698 | Time: 2377.17 ms [2022-04-08 12:17:29 main:574] : INFO : Epoch 2044 | loss: 0.0311614 | val_loss: 0.0311703 | Time: 2382.51 ms [2022-04-08 12:17:32 main:574] : INFO : Epoch 2045 | loss: 0.031162 | val_loss: 0.0311706 | Time: 2381.77 ms [2022-04-08 12:17:34 main:574] : INFO : Epoch 2046 | loss: 0.0311645 | val_loss: 0.0311682 | Time: 2386.98 ms [2022-04-08 12:17:36 main:574] : INFO : Epoch 2047 | loss: 0.0311614 | val_loss: 0.0311687 | Time: 2378.66 ms [2022-04-08 12:17:39 main:574] : INFO : Epoch 2048 | loss: 0.0311602 | val_loss: 0.0311688 | Time: 2379.84 ms [2022-04-08 12:17:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311688 [2022-04-08 12:17:39 main:603] : INFO : Saving end state to config to file [2022-04-08 12:17:39 main:608] : INFO : Success, exiting.. 12:17:39 (30728): 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)