Task 10828762
| Name | ParityModified-1638638964-21994-3-0_0 |
| Workunit | 8137885 |
| Created | 16 Jan 2022, 20:13:26 UTC |
| Sent | 3 Feb 2022, 19:48:22 UTC |
| Report deadline | 11 Feb 2022, 19:48:22 UTC |
| Received | 5 Feb 2022, 10:25:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18777 |
| Run time | 4 hours 33 min 32 sec |
| CPU time | 4 hours 19 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,219.23 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :28 main:574] : INFO : Epoch 1579 | loss: 0.0311634 | val_loss: 0.0311693 | Time: 8425.81 ms [2022-02-05 03:04:37 main:574] : INFO : Epoch 1580 | loss: 0.0311644 | val_loss: 0.0311753 | Time: 8874.98 ms [2022-02-05 03:04:46 main:574] : INFO : Epoch 1581 | loss: 0.0311617 | val_loss: 0.0311735 | Time: 8945.23 ms [2022-02-05 03:04:55 main:574] : INFO : Epoch 1582 | loss: 0.0311647 | val_loss: 0.031174 | Time: 9070.62 ms [2022-02-05 03:05:04 main:574] : INFO : Epoch 1583 | loss: 0.0311783 | val_loss: 0.031194 | Time: 9300.61 ms [2022-02-05 03:05:13 main:574] : INFO : Epoch 1584 | loss: 0.0331693 | val_loss: 0.0327461 | Time: 9026.72 ms [2022-02-05 03:05:23 main:574] : INFO : Epoch 1585 | loss: 0.0329806 | val_loss: 0.0313053 | Time: 9263.84 ms [2022-02-05 03:05:32 main:574] : INFO : Epoch 1586 | loss: 0.0313369 | val_loss: 0.0312713 | Time: 9270.15 ms [2022-02-05 03:05:41 main:574] : INFO : Epoch 1587 | loss: 0.0312466 | val_loss: 0.0312232 | Time: 9090.59 ms [2022-02-05 03:05:49 main:574] : INFO : Epoch 1588 | loss: 0.0312023 | val_loss: 0.0311855 | Time: 8531.31 ms [2022-02-05 03:05:58 main:574] : INFO : Epoch 1589 | loss: 0.0311838 | val_loss: 0.0311797 | Time: 9056.03 ms [2022-02-05 03:06:07 main:574] : INFO : Epoch 1590 | loss: 0.0311784 | val_loss: 0.0311799 | Time: 8827.29 ms [2022-02-05 03:06:17 main:574] : INFO : Epoch 1591 | loss: 0.0311751 | val_loss: 0.031175 | Time: 9598.49 ms [2022-02-05 03:06:26 main:574] : INFO : Epoch 1592 | loss: 0.03117 | val_loss: 0.0311741 | Time: 9030.03 ms [2022-02-05 03:06:35 main:574] : INFO : Epoch 1593 | loss: 0.0311674 | val_loss: 0.0311734 | Time: 9077.09 ms [2022-02-05 03:06:44 main:574] : INFO : Epoch 1594 | loss: 0.0311657 | val_loss: 0.0311736 | Time: 9012.93 ms [2022-02-05 03:06:53 main:574] : INFO : Epoch 1595 | loss: 0.0311647 | val_loss: 0.031173 | Time: 8801.13 ms [2022-02-05 03:07:02 main:574] : INFO : Epoch 1596 | loss: 0.0311637 | val_loss: 0.0311709 | Time: 8772.84 ms [2022-02-05 03:07:11 main:574] : INFO : Epoch 1597 | loss: 0.0311633 | val_loss: 0.0311702 | Time: 9137.73 ms [2022-02-05 03:07:20 main:574] : INFO : Epoch 1598 | loss: 0.0311615 | val_loss: 0.0311714 | Time: 9304.17 ms [2022-02-05 03:07:29 main:574] : INFO : Epoch 1599 | loss: 0.0311617 | val_loss: 0.0311706 | Time: 8899.03 ms [2022-02-05 03:07:38 main:574] : INFO : Epoch 1600 | loss: 0.031161 | val_loss: 0.0311706 | Time: 8912.59 ms [2022-02-05 03:07:47 main:574] : INFO : Epoch 1601 | loss: 0.0311607 | val_loss: 0.0311708 | Time: 9436.57 ms [2022-02-05 03:07:57 main:574] : INFO : Epoch 1602 | loss: 0.0311606 | val_loss: 0.0311692 | Time: 9357.5 ms [2022-02-05 03:08:06 main:574] : INFO : Epoch 1603 | loss: 0.03116 | val_loss: 0.0311713 | Time: 8950.54 ms [2022-02-05 03:08:15 main:574] : INFO : Epoch 1604 | loss: 0.0311602 | val_loss: 0.0311702 | Time: 9096.92 ms [2022-02-05 03:08:24 main:574] : INFO : Epoch 1605 | loss: 0.0311599 | val_loss: 0.0311688 | Time: 9120.9 ms [2022-02-05 03:08:33 main:574] : INFO : Epoch 1606 | loss: 0.0311617 | val_loss: 0.0311695 | Time: 8987.2 ms [2022-02-05 03:08:42 main:574] : INFO : Epoch 1607 | loss: 0.0311606 | val_loss: 0.0311709 | Time: 9378.38 ms [2022-02-05 03:08:51 main:574] : INFO : Epoch 1608 | loss: 0.0311596 | val_loss: 0.0311704 | Time: 8821.96 ms [2022-02-05 03:09:00 main:574] : INFO : Epoch 1609 | loss: 0.0311594 | val_loss: 0.0311707 | Time: 9364.03 ms [2022-02-05 03:09:10 main:574] : INFO : Epoch 1610 | loss: 0.0311588 | val_loss: 0.0311722 | Time: 9024.41 ms [2022-02-05 03:09:19 main:574] : INFO : Epoch 1611 | loss: 0.031159 | val_loss: 0.0311712 | Time: 9820.77 ms [2022-02-05 03:09:29 main:574] : INFO : Epoch 1612 | loss: 0.0311586 | val_loss: 0.0311727 | Time: 9607.71 ms [2022-02-05 03:09:38 main:574] : INFO : Epoch 1613 | loss: 0.0311583 | val_loss: 0.0311717 | Time: 8850.8 ms [2022-02-05 03:09:47 main:574] : INFO : Epoch 1614 | loss: 0.0311584 | val_loss: 0.0311731 | Time: 9142.06 ms [2022-02-05 03:09:57 main:574] : INFO : Epoch 1615 | loss: 0.0311587 | val_loss: 0.0311707 | Time: 9766.72 ms [2022-02-05 03:10:06 main:574] : INFO : Epoch 1616 | loss: 0.0311583 | val_loss: 0.0311715 | Time: 9456.15 ms [2022-02-05 03:10:16 main:574] : INFO : Epoch 1617 | loss: 0.0311591 | val_loss: 0.0311716 | Time: 9331.74 ms [2022-02-05 03:10:25 main:574] : INFO : Epoch 1618 | loss: 0.0311598 | val_loss: 0.0311712 | Time: 9366.79 ms [2022-02-05 03:10:34 main:574] : INFO : Epoch 1619 | loss: 0.0311578 | val_loss: 0.0311724 | Time: 9497.25 ms [2022-02-05 03:10:44 main:574] : INFO : Epoch 1620 | loss: 0.0311575 | val_loss: 0.0311712 | Time: 9552.78 ms [2022-02-05 03:10:54 main:574] : INFO : Epoch 1621 | loss: 0.0311578 | val_loss: 0.0311704 | Time: 9597.02 ms [2022-02-05 03:11:03 main:574] : INFO : Epoch 1622 | loss: 0.0311596 | val_loss: 0.0311696 | Time: 9580.1 ms [2022-02-05 03:11:12 main:574] : INFO : Epoch 1623 | loss: 0.031157 | val_loss: 0.0311691 | Time: 8983.22 ms [2022-02-05 03:11:21 main:574] : INFO : Epoch 1624 | loss: 0.0311571 | val_loss: 0.0311687 | Time: 8773.07 ms [2022-02-05 03:11:30 main:574] : INFO : Epoch 1625 | loss: 0.0311562 | val_loss: 0.0311679 | Time: 8752.55 ms [2022-02-05 03:11:39 main:574] : INFO : Epoch 1626 | loss: 0.0311558 | val_loss: 0.0311674 | Time: 8838.01 ms [2022-02-05 03:11:48 main:574] : INFO : Epoch 1627 | loss: 0.0311558 | val_loss: 0.0311666 | Time: 9450.14 ms [2022-02-05 03:11:56 main:574] : INFO : Epoch 1628 | loss: 0.0311569 | val_loss: 0.0311671 | Time: 8398.3 ms [2022-02-05 03:12:05 main:574] : INFO : Epoch 1629 | loss: 0.0311567 | val_loss: 0.0311689 | Time: 8159.63 ms [2022-02-05 03:12:13 main:574] : INFO : Epoch 1630 | loss: 0.0311587 | val_loss: 0.0311697 | Time: 8608.39 ms [2022-02-05 03:12:22 main:574] : INFO : Epoch 1631 | loss: 0.0311584 | val_loss: 0.0311681 | Time: 8584.56 ms [2022-02-05 03:12:30 main:574] : INFO : Epoch 1632 | loss: 0.0311571 | val_loss: 0.0311694 | Time: 8361.65 ms [2022-02-05 03:12:39 main:574] : INFO : Epoch 1633 | loss: 0.0311581 | val_loss: 0.0311689 | Time: 8657.59 ms [2022-02-05 03:12:47 main:574] : INFO : Epoch 1634 | loss: 0.0311573 | val_loss: 0.0311711 | Time: 8726.67 ms [2022-02-05 03:12:56 main:574] : INFO : Epoch 1635 | loss: 0.031157 | val_loss: 0.0311689 | Time: 8236.33 ms [2022-02-05 03:13:04 main:574] : INFO : Epoch 1636 | loss: 0.0311563 | val_loss: 0.0311706 | Time: 8395.38 ms [2022-02-05 03:13:13 main:574] : INFO : Epoch 1637 | loss: 0.031156 | val_loss: 0.031171 | Time: 8674.75 ms [2022-02-05 03:13:21 main:574] : INFO : Epoch 1638 | loss: 0.0311555 | val_loss: 0.031173 | Time: 8425.32 ms [2022-02-05 03:13:30 main:574] : INFO : Epoch 1639 | loss: 0.03116 | val_loss: 0.0311735 | Time: 8456.15 ms [2022-02-05 03:13:38 main:574] : INFO : Epoch 1640 | loss: 0.0311613 | val_loss: 0.0311729 | Time: 8765.77 ms [2022-02-05 03:13:47 main:574] : INFO : Epoch 1641 | loss: 0.0311616 | val_loss: 0.0311727 | Time: 8452.17 ms [2022-02-05 03:13:55 main:574] : INFO : Epoch 1642 | loss: 0.0311604 | val_loss: 0.0311708 | Time: 8406.81 ms [2022-02-05 03:14:04 main:574] : INFO : Epoch 1643 | loss: 0.0311598 | val_loss: 0.0311723 | Time: 8544.41 ms [2022-02-05 03:14:13 main:574] : INFO : Epoch 1644 | loss: 0.0311589 | val_loss: 0.0311723 | Time: 8829.89 ms [2022-02-05 03:14:21 main:574] : INFO : Epoch 1645 | loss: 0.0311588 | val_loss: 0.0311722 | Time: 8734.18 ms [2022-02-05 03:14:30 main:574] : INFO : Epoch 1646 | loss: 0.0311583 | val_loss: 0.0311724 | Time: 8437.4 ms [2022-02-05 03:14:39 main:574] : INFO : Epoch 1647 | loss: 0.0311572 | val_loss: 0.0311723 | Time: 8700.08 ms [2022-02-05 03:14:47 main:574] : INFO : Epoch 1648 | loss: 0.0311574 | val_loss: 0.031172 | Time: 8353.42 ms [2022-02-05 03:14:55 main:574] : INFO : Epoch 1649 | loss: 0.0311564 | val_loss: 0.0311725 | Time: 8440.26 ms [2022-02-05 03:15:04 main:574] : INFO : Epoch 1650 | loss: 0.0311563 | val_loss: 0.0311716 | Time: 8621.84 ms [2022-02-05 03:15:13 main:574] : INFO : Epoch 1651 | loss: 0.0311554 | val_loss: 0.0311704 | Time: 9006.05 ms [2022-02-05 03:15:23 main:574] : INFO : Epoch 1652 | loss: 0.031155 | val_loss: 0.0311709 | Time: 9459.52 ms [2022-02-05 03:15:31 main:574] : INFO : Epoch 1653 | loss: 0.0311558 | val_loss: 0.0311682 | Time: 8770.02 ms [2022-02-05 03:15:40 main:574] : INFO : Epoch 1654 | loss: 0.031156 | val_loss: 0.031169 | Time: 8561.04 ms [2022-02-05 03:15:49 main:574] : INFO : Epoch 1655 | loss: 0.0311564 | val_loss: 0.0311684 | Time: 8915.88 ms [2022-02-05 03:15:58 main:574] : INFO : Epoch 1656 | loss: 0.031155 | val_loss: 0.0311676 | Time: 9196.13 ms [2022-02-05 03:16:07 main:574] : INFO : Epoch 1657 | loss: 0.0311563 | val_loss: 0.0311698 | Time: 9346.14 ms [2022-02-05 03:16:16 main:574] : INFO : Epoch 1658 | loss: 0.0311569 | val_loss: 0.0311691 | Time: 8662.94 ms [2022-02-05 03:16:25 main:574] : INFO : Epoch 1659 | loss: 0.0311549 | val_loss: 0.031168 | Time: 9413.54 ms [2022-02-05 03:16:35 main:574] : INFO : Epoch 1660 | loss: 0.0311542 | val_loss: 0.0311677 | Time: 9692.76 ms [2022-02-05 03:16:45 main:574] : INFO : Epoch 1661 | loss: 0.0311539 | val_loss: 0.0311698 | Time: 10320.8 ms [2022-02-05 03:16:56 main:574] : INFO : Epoch 1662 | loss: 0.0311559 | val_loss: 0.031172 | Time: 10167.2 ms [2022-02-05 03:17:06 main:574] : INFO : Epoch 1663 | loss: 0.0311554 | val_loss: 0.0311701 | Time: 10373.6 ms [2022-02-05 03:17:16 main:574] : INFO : Epoch 1664 | loss: 0.0311552 | val_loss: 0.0311688 | Time: 10199.9 ms [2022-02-05 03:17:26 main:574] : INFO : Epoch 1665 | loss: 0.0311547 | val_loss: 0.0311697 | Time: 10132.4 ms [2022-02-05 03:17:37 main:574] : INFO : Epoch 1666 | loss: 0.0311529 | val_loss: 0.0311708 | Time: 10284 ms [2022-02-05 03:17:47 main:574] : INFO : Epoch 1667 | loss: 0.0311524 | val_loss: 0.0311686 | Time: 10039.6 ms [2022-02-05 03:17:57 main:574] : INFO : Epoch 1668 | loss: 0.0311524 | val_loss: 0.0311678 | Time: 10356.5 ms [2022-02-05 03:18:08 main:574] : INFO : Epoch 1669 | loss: 0.031153 | val_loss: 0.0311691 | Time: 10584.4 ms [2022-02-05 03:18:18 main:574] : INFO : Epoch 1670 | loss: 0.031153 | val_loss: 0.031167 | Time: 9908.21 ms [2022-02-05 03:18:29 main:574] : INFO : Epoch 1671 | loss: 0.0311532 | val_loss: 0.0311689 | Time: 10954 ms [2022-02-05 03:18:38 main:574] : INFO : Epoch 1672 | loss: 0.0311537 | val_loss: 0.0311678 | Time: 9922.48 ms [2022-02-05 03:18:48 main:574] : INFO : Epoch 1673 | loss: 0.0311531 | val_loss: 0.0311671 | Time: 9676.78 ms [2022-02-05 03:18:59 main:574] : INFO : Epoch 1674 | loss: 0.0311534 | val_loss: 0.0311675 | Time: 10761.1 ms [2022-02-05 03:19:09 main:574] : INFO : Epoch 1675 | loss: 0.0311537 | val_loss: 0.031171 | Time: 10353.9 ms [2022-02-05 03:19:19 main:574] : INFO : Epoch 1676 | loss: 0.0311524 | val_loss: 0.0311728 | Time: 10141.3 ms [2022-02-05 03:19:29 main:574] : INFO : Epoch 1677 | loss: 0.0311521 | val_loss: 0.0311712 | Time: 9282 ms [2022-02-05 03:19:38 main:574] : INFO : Epoch 1678 | loss: 0.0311518 | val_loss: 0.0311695 | Time: 9052.78 ms [2022-02-05 03:19:46 main:574] : INFO : Epoch 1679 | loss: 0.031153 | val_loss: 0.0311706 | Time: 8628.07 ms [2022-02-05 03:19:55 main:574] : INFO : Epoch 1680 | loss: 0.0311532 | val_loss: 0.0311705 | Time: 9041.55 ms [2022-02-05 03:20:05 main:574] : INFO : Epoch 1681 | loss: 0.0311524 | val_loss: 0.0311723 | Time: 9430.98 ms [2022-02-05 03:20:14 main:574] : INFO : Epoch 1682 | loss: 0.0311562 | val_loss: 0.0311683 | Time: 9537.36 ms [2022-02-05 03:20:24 main:574] : INFO : Epoch 1683 | loss: 0.031155 | val_loss: 0.0311711 | Time: 9519.84 ms [2022-02-05 03:20:33 main:574] : INFO : Epoch 1684 | loss: 0.031154 | val_loss: 0.0311689 | Time: 9138.39 ms [2022-02-05 03:20:42 main:574] : INFO : Epoch 1685 | loss: 0.031153 | val_loss: 0.0311688 | Time: 9238.02 ms [2022-02-05 03:20:52 main:574] : INFO : Epoch 1686 | loss: 0.0311515 | val_loss: 0.0311684 | Time: 9723.33 ms [2022-02-05 03:21:02 main:574] : INFO : Epoch 1687 | loss: 0.0311517 | val_loss: 0.031168 | Time: 10169.7 ms [2022-02-05 03:21:12 main:574] : INFO : Epoch 1688 | loss: 0.0311532 | val_loss: 0.0311675 | Time: 9980.41 ms [2022-02-05 03:21:22 main:574] : INFO : Epoch 1689 | loss: 0.0311563 | val_loss: 0.0311687 | Time: 10258.8 ms [2022-02-05 03:21:33 main:574] : INFO : Epoch 1690 | loss: 0.0311552 | val_loss: 0.0311686 | Time: 10140.8 ms [2022-02-05 03:21:43 main:574] : INFO : Epoch 1691 | loss: 0.0311548 | val_loss: 0.0311671 | Time: 10058.2 ms [2022-02-05 03:21:53 main:574] : INFO : Epoch 1692 | loss: 0.0311542 | val_loss: 0.03117 | Time: 10540.1 ms [2022-02-05 03:22:04 main:574] : INFO : Epoch 1693 | loss: 0.0311574 | val_loss: 0.0311715 | Time: 10376.8 ms [2022-02-05 03:22:14 main:574] : INFO : Epoch 1694 | loss: 0.0311595 | val_loss: 0.0311718 | Time: 10113.2 ms [2022-02-05 03:22:24 main:574] : INFO : Epoch 1695 | loss: 0.0311608 | val_loss: 0.0311679 | Time: 10046.7 ms [2022-02-05 03:22:34 main:574] : INFO : Epoch 1696 | loss: 0.0311603 | val_loss: 0.0311659 | Time: 9976.38 ms [2022-02-05 03:22:44 main:574] : INFO : Epoch 1697 | loss: 0.0311595 | val_loss: 0.0311703 | Time: 9793.06 ms [2022-02-05 03:22:54 main:574] : INFO : Epoch 1698 | loss: 0.0311584 | val_loss: 0.0311744 | Time: 10556.9 ms [2022-02-05 03:23:05 main:574] : INFO : Epoch 1699 | loss: 0.0311586 | val_loss: 0.0311713 | Time: 10437.6 ms [2022-02-05 03:23:15 main:574] : INFO : Epoch 1700 | loss: 0.0311581 | val_loss: 0.0311714 | Time: 10553.8 ms [2022-02-05 03:23:25 main:574] : INFO : Epoch 1701 | loss: 0.0311582 | val_loss: 0.0311701 | Time: 10073.3 ms [2022-02-05 03:23:35 main:574] : INFO : Epoch 1702 | loss: 0.0311583 | val_loss: 0.031171 | Time: 9939.4 ms [2022-02-05 03:23:45 main:574] : INFO : Epoch 1703 | loss: 0.0311609 | val_loss: 0.0311742 | Time: 9740.17 ms [2022-02-05 03:23:54 main:574] : INFO : Epoch 1704 | loss: 0.0311607 | val_loss: 0.0311718 | Time: 9438.51 ms [2022-02-05 03:24:04 main:574] : INFO : Epoch 1705 | loss: 0.0311592 | val_loss: 0.0311697 | Time: 9724.92 ms [2022-02-05 03:24:14 main:574] : INFO : Epoch 1706 | loss: 0.031158 | val_loss: 0.0311695 | Time: 9782.37 ms [2022-02-05 03:24:23 main:574] : INFO : Epoch 1707 | loss: 0.0311569 | val_loss: 0.0311691 | Time: 9119.87 ms [2022-02-05 03:24:33 main:574] : INFO : Epoch 1708 | loss: 0.0311577 | val_loss: 0.0311733 | Time: 10453.2 ms [2022-02-05 03:24:42 main:574] : INFO : Epoch 1709 | loss: 0.0311577 | val_loss: 0.0311726 | Time: 8936.44 ms [2022-02-05 03:24:51 main:574] : INFO : Epoch 1710 | loss: 0.0311595 | val_loss: 0.0311717 | Time: 8961.39 ms [2022-02-05 03:25:02 main:574] : INFO : Epoch 1711 | loss: 0.031159 | val_loss: 0.0311677 | Time: 10319.5 ms [2022-02-05 03:25:12 main:574] : INFO : Epoch 1712 | loss: 0.0311601 | val_loss: 0.0311683 | Time: 10739.1 ms [2022-02-05 03:25:23 main:574] : INFO : Epoch 1713 | loss: 0.0311589 | val_loss: 0.0311717 | Time: 10291.3 ms [2022-02-05 03:25:33 main:574] : INFO : Epoch 1714 | loss: 0.0311569 | val_loss: 0.0311686 | Time: 9848.27 ms [2022-02-05 03:25:43 main:574] : INFO : Epoch 1715 | loss: 0.0311568 | val_loss: 0.0311711 | Time: 10169.9 ms [2022-02-05 03:25:53 main:574] : INFO : Epoch 1716 | loss: 0.0311571 | val_loss: 0.0311682 | Time: 10097.6 ms [2022-02-05 03:26:02 main:574] : INFO : Epoch 1717 | loss: 0.0311576 | val_loss: 0.0311676 | Time: 9635.01 ms [2022-02-05 03:26:13 main:574] : INFO : Epoch 1718 | loss: 0.0311568 | val_loss: 0.0311694 | Time: 10329.9 ms [2022-02-05 03:26:23 main:574] : INFO : Epoch 1719 | loss: 0.0311559 | val_loss: 0.03117 | Time: 9858.89 ms [2022-02-05 03:26:33 main:574] : INFO : Epoch 1720 | loss: 0.0311566 | val_loss: 0.0311684 | Time: 9955.21 ms [2022-02-05 03:26:42 main:574] : INFO : Epoch 1721 | loss: 0.0311585 | val_loss: 0.0311709 | Time: 9077.83 ms [2022-02-05 03:26:51 main:574] : INFO : Epoch 1722 | loss: 0.0311578 | val_loss: 0.03117 | Time: 9241.57 ms [2022-02-05 03:27:00 main:574] : INFO : Epoch 1723 | loss: 0.0311563 | val_loss: 0.0311712 | Time: 9432.15 ms [2022-02-05 03:27:10 main:574] : INFO : Epoch 1724 | loss: 0.0311559 | val_loss: 0.0311711 | Time: 9515.99 ms [2022-02-05 03:27:19 main:574] : INFO : Epoch 1725 | loss: 0.0311607 | val_loss: 0.0311699 | Time: 9565.53 ms [2022-02-05 03:27:29 main:574] : INFO : Epoch 1726 | loss: 0.0311577 | val_loss: 0.0311739 | Time: 9334.29 ms [2022-02-05 03:27:38 main:574] : INFO : Epoch 1727 | loss: 0.031157 | val_loss: 0.031172 | Time: 9258.27 ms [2022-02-05 03:27:47 main:574] : INFO : Epoch 1728 | loss: 0.0311599 | val_loss: 0.0311706 | Time: 9056.24 ms [2022-02-05 03:27:57 main:574] : INFO : Epoch 1729 | loss: 0.0311595 | val_loss: 0.03117 | Time: 10032.9 ms [2022-02-05 03:28:07 main:574] : INFO : Epoch 1730 | loss: 0.0311593 | val_loss: 0.0311717 | Time: 9907.92 ms [2022-02-05 03:28:17 main:574] : INFO : Epoch 1731 | loss: 0.0311576 | val_loss: 0.0311705 | Time: 10155.6 ms [2022-02-05 03:28:28 main:574] : INFO : Epoch 1732 | loss: 0.0311573 | val_loss: 0.0311709 | Time: 10241.6 ms [2022-02-05 03:28:38 main:574] : INFO : Epoch 1733 | loss: 0.0311565 | val_loss: 0.031172 | Time: 10160.4 ms [2022-02-05 03:28:48 main:574] : INFO : Epoch 1734 | loss: 0.0311562 | val_loss: 0.0311716 | Time: 9848.05 ms [2022-02-05 03:28:58 main:574] : INFO : Epoch 1735 | loss: 0.0311552 | val_loss: 0.0311709 | Time: 10339.5 ms [2022-02-05 03:29:08 main:574] : INFO : Epoch 1736 | loss: 0.0311551 | val_loss: 0.031172 | Time: 10304.5 ms [2022-02-05 03:29:18 main:574] : INFO : Epoch 1737 | loss: 0.0311549 | val_loss: 0.0311722 | Time: 9903.56 ms [2022-02-05 03:29:28 main:574] : INFO : Epoch 1738 | loss: 0.031155 | val_loss: 0.0311719 | Time: 10325.5 ms [2022-02-05 03:29:38 main:574] : INFO : Epoch 1739 | loss: 0.0311545 | val_loss: 0.0311719 | Time: 9948.38 ms [2022-02-05 03:29:49 main:574] : INFO : Epoch 1740 | loss: 0.0311544 | val_loss: 0.0311719 | Time: 10118 ms [2022-02-05 03:29:59 main:574] : INFO : Epoch 1741 | loss: 0.0311553 | val_loss: 0.0311733 | Time: 10659.9 ms [2022-02-05 03:30:10 main:574] : INFO : Epoch 1742 | loss: 0.0311554 | val_loss: 0.0311741 | Time: 10475.1 ms [2022-02-05 03:30:20 main:574] : INFO : Epoch 1743 | loss: 0.0311549 | val_loss: 0.0311721 | Time: 10238.5 ms [2022-02-05 03:30:30 main:574] : INFO : Epoch 1744 | loss: 0.0311545 | val_loss: 0.0311743 | Time: 10282.1 ms [2022-02-05 03:30:40 main:574] : INFO : Epoch 1745 | loss: 0.0311546 | val_loss: 0.0311735 | Time: 10100.9 ms [2022-02-05 03:30:50 main:574] : INFO : Epoch 1746 | loss: 0.0311534 | val_loss: 0.0311739 | Time: 9965.72 ms [2022-02-05 03:31:00 main:574] : INFO : Epoch 1747 | loss: 0.0311533 | val_loss: 0.0311733 | Time: 10040.6 ms [2022-02-05 03:31:10 main:574] : INFO : Epoch 1748 | loss: 0.0311527 | val_loss: 0.0311729 | Time: 10117.9 ms [2022-02-05 03:31:21 main:574] : INFO : Epoch 1749 | loss: 0.0311537 | val_loss: 0.0311717 | Time: 10360.6 ms [2022-02-05 03:31:31 main:574] : INFO : Epoch 1750 | loss: 0.0311527 | val_loss: 0.0311724 | Time: 10325.9 ms [2022-02-05 03:31:41 main:574] : INFO : Epoch 1751 | loss: 0.0311525 | val_loss: 0.0311732 | Time: 10243.3 ms [2022-02-05 03:31:52 main:574] : INFO : Epoch 1752 | loss: 0.0311524 | val_loss: 0.0311722 | Time: 10303.6 ms [2022-02-05 03:32:02 main:574] : INFO : Epoch 1753 | loss: 0.0311533 | val_loss: 0.0311736 | Time: 10268.3 ms [2022-02-05 03:32:12 main:574] : INFO : Epoch 1754 | loss: 0.0311545 | val_loss: 0.0311707 | Time: 9601.59 ms [2022-02-05 03:32:21 main:574] : INFO : Epoch 1755 | loss: 0.0311553 | val_loss: 0.0311718 | Time: 9792.1 ms [2022-02-05 03:32:31 main:574] : INFO : Epoch 1756 | loss: 0.0311542 | val_loss: 0.0311726 | Time: 9741.7 ms [2022-02-05 03:32:41 main:574] : INFO : Epoch 1757 | loss: 0.0311528 | val_loss: 0.0311721 | Time: 9727.62 ms [2022-02-05 03:32:51 main:574] : INFO : Epoch 1758 | loss: 0.0311518 | val_loss: 0.0311713 | Time: 10083.6 ms [2022-02-05 03:33:01 main:574] : INFO : Epoch 1759 | loss: 0.0311515 | val_loss: 0.0311725 | Time: 9948.57 ms [2022-02-05 03:33:11 main:574] : INFO : Epoch 1760 | loss: 0.0311526 | val_loss: 0.0311728 | Time: 9722.06 ms [2022-02-05 03:33:20 main:574] : INFO : Epoch 1761 | loss: 0.0311512 | val_loss: 0.0311735 | Time: 9801.12 ms [2022-02-05 03:33:31 main:574] : INFO : Epoch 1762 | loss: 0.0311504 | val_loss: 0.0311722 | Time: 10098.6 ms [2022-02-05 03:33:41 main:574] : INFO : Epoch 1763 | loss: 0.0311501 | val_loss: 0.0311709 | Time: 10084.6 ms [2022-02-05 03:33:50 main:574] : INFO : Epoch 1764 | loss: 0.0311511 | val_loss: 0.0311718 | Time: 9533.84 ms [2022-02-05 03:34:00 main:574] : INFO : Epoch 1765 | loss: 0.0311519 | val_loss: 0.0311718 | Time: 9915.49 ms [2022-02-05 03:34:11 main:574] : INFO : Epoch 1766 | loss: 0.0311512 | val_loss: 0.0311705 | Time: 10422.9 ms [2022-02-05 03:34:20 main:574] : INFO : Epoch 1767 | loss: 0.0311509 | val_loss: 0.0311701 | Time: 9031.89 ms [2022-02-05 03:34:28 main:574] : INFO : Epoch 1768 | loss: 0.0311524 | val_loss: 0.0311728 | Time: 8682.39 ms [2022-02-05 03:34:37 main:574] : INFO : Epoch 1769 | loss: 0.0311515 | val_loss: 0.0311708 | Time: 8903.3 ms [2022-02-05 03:34:46 main:574] : INFO : Epoch 1770 | loss: 0.0311522 | val_loss: 0.0311759 | Time: 8667.8 ms [2022-02-05 03:34:54 main:574] : INFO : Epoch 1771 | loss: 0.0311559 | val_loss: 0.0311737 | Time: 8579.01 ms [2022-02-05 03:35:03 main:574] : INFO : Epoch 1772 | loss: 0.0311563 | val_loss: 0.0311745 | Time: 8828.21 ms [2022-02-05 03:35:13 main:574] : INFO : Epoch 1773 | loss: 0.0311557 | val_loss: 0.0311762 | Time: 9320.97 ms [2022-02-05 03:35:22 main:574] : INFO : Epoch 1774 | loss: 0.0311558 | val_loss: 0.0311739 | Time: 9165.35 ms [2022-02-05 03:35:30 main:574] : INFO : Epoch 1775 | loss: 0.0311578 | val_loss: 0.0311748 | Time: 8654.53 ms [2022-02-05 03:35:39 main:574] : INFO : Epoch 1776 | loss: 0.0311579 | val_loss: 0.0311765 | Time: 8530.05 ms [2022-02-05 03:35:48 main:574] : INFO : Epoch 1777 | loss: 0.0311596 | val_loss: 0.0311785 | Time: 8568.96 ms [2022-02-05 03:35:57 main:574] : INFO : Epoch 1778 | loss: 0.0311569 | val_loss: 0.0311737 | Time: 9269.43 ms [2022-02-05 03:36:06 main:574] : INFO : Epoch 1779 | loss: 0.0311549 | val_loss: 0.0311712 | Time: 8966.61 ms [2022-02-05 03:36:14 main:574] : INFO : Epoch 1780 | loss: 0.0311546 | val_loss: 0.0311726 | Time: 8646.11 ms [2022-02-05 03:36:23 main:574] : INFO : Epoch 1781 | loss: 0.0311549 | val_loss: 0.0311736 | Time: 8545.83 ms [2022-02-05 03:36:32 main:574] : INFO : Epoch 1782 | loss: 0.0311531 | val_loss: 0.0311722 | Time: 9480.45 ms [2022-02-05 03:36:42 main:574] : INFO : Epoch 1783 | loss: 0.0311525 | val_loss: 0.0311736 | Time: 9998 ms [2022-02-05 03:36:52 main:574] : INFO : Epoch 1784 | loss: 0.0311528 | val_loss: 0.0311742 | Time: 9993.73 ms [2022-02-05 03:37:03 main:574] : INFO : Epoch 1785 | loss: 0.0311541 | val_loss: 0.0311734 | Time: 10138.3 ms [2022-02-05 03:37:12 main:574] : INFO : Epoch 1786 | loss: 0.0311519 | val_loss: 0.0311741 | Time: 9626.47 ms [2022-02-05 03:37:22 main:574] : INFO : Epoch 1787 | loss: 0.0311525 | val_loss: 0.0311717 | Time: 9843.88 ms [2022-02-05 03:37:32 main:574] : INFO : Epoch 1788 | loss: 0.0311526 | val_loss: 0.0311765 | Time: 9937.12 ms [2022-02-05 03:37:41 main:574] : INFO : Epoch 1789 | loss: 0.0311534 | val_loss: 0.0311726 | Time: 9381.63 ms [2022-02-05 03:37:50 main:574] : INFO : Epoch 1790 | loss: 0.0311513 | val_loss: 0.0311726 | Time: 8696 ms [2022-02-05 03:37:59 main:574] : INFO : Epoch 1791 | loss: 0.0311509 | val_loss: 0.0311749 | Time: 8812.8 ms [2022-02-05 03:38:09 main:574] : INFO : Epoch 1792 | loss: 0.0311508 | val_loss: 0.0311746 | Time: 9865.92 ms [2022-02-05 03:38:18 main:574] : INFO : Epoch 1793 | loss: 0.0311514 | val_loss: 0.0311723 | Time: 9450.49 ms [2022-02-05 03:38:28 main:574] : INFO : Epoch 1794 | loss: 0.0311514 | val_loss: 0.0311729 | Time: 9951.44 ms [2022-02-05 03:38:38 main:574] : INFO : Epoch 1795 | loss: 0.0311522 | val_loss: 0.0311753 | Time: 9973.52 ms [2022-02-05 03:38:48 main:574] : INFO : Epoch 1796 | loss: 0.0311523 | val_loss: 0.0311707 | Time: 9480.74 ms [2022-02-05 03:38:57 main:574] : INFO : Epoch 1797 | loss: 0.0311503 | val_loss: 0.0311703 | Time: 9458.01 ms [2022-02-05 03:39:06 main:574] : INFO : Epoch 1798 | loss: 0.0311508 | val_loss: 0.0311714 | Time: 9260.6 ms [2022-02-05 03:39:16 main:574] : INFO : Epoch 1799 | loss: 0.0311506 | val_loss: 0.0311713 | Time: 9617.96 ms [2022-02-05 03:39:26 main:574] : INFO : Epoch 1800 | loss: 0.0311517 | val_loss: 0.0311773 | Time: 9888.68 ms [2022-02-05 03:39:37 main:574] : INFO : Epoch 1801 | loss: 0.0311538 | val_loss: 0.0311744 | Time: 10854.8 ms [2022-02-05 03:39:46 main:574] : INFO : Epoch 1802 | loss: 0.0311523 | val_loss: 0.0311714 | Time: 9597.16 ms [2022-02-05 03:39:55 main:574] : INFO : Epoch 1803 | loss: 0.0311525 | val_loss: 0.0311729 | Time: 8792.64 ms [2022-02-05 03:40:04 main:574] : INFO : Epoch 1804 | loss: 0.0311526 | val_loss: 0.0311734 | Time: 8584.44 ms [2022-02-05 03:40:12 main:574] : INFO : Epoch 1805 | loss: 0.0311519 | val_loss: 0.0311728 | Time: 8579.21 ms [2022-02-05 03:40:21 main:574] : INFO : Epoch 1806 | loss: 0.0311523 | val_loss: 0.0311751 | Time: 8818.8 ms [2022-02-05 03:40:30 main:574] : INFO : Epoch 1807 | loss: 0.0311514 | val_loss: 0.0311745 | Time: 9012.31 ms [2022-02-05 03:40:39 main:574] : INFO : Epoch 1808 | loss: 0.0311524 | val_loss: 0.0311726 | Time: 9225.1 ms [2022-02-05 03:40:49 main:574] : INFO : Epoch 1809 | loss: 0.0311501 | val_loss: 0.0311732 | Time: 9071.94 ms [2022-02-05 03:40:58 main:574] : INFO : Epoch 1810 | loss: 0.0311516 | val_loss: 0.0311738 | Time: 9039.17 ms [2022-02-05 03:41:06 main:574] : INFO : Epoch 1811 | loss: 0.0311507 | val_loss: 0.0311746 | Time: 8672.59 ms [2022-02-05 03:41:15 main:574] : INFO : Epoch 1812 | loss: 0.0311509 | val_loss: 0.0311723 | Time: 8750.68 ms [2022-02-05 03:41:24 main:574] : INFO : Epoch 1813 | loss: 0.031152 | val_loss: 0.0311732 | Time: 8712.78 ms [2022-02-05 03:41:33 main:574] : INFO : Epoch 1814 | loss: 0.0311527 | val_loss: 0.0311708 | Time: 8923.37 ms [2022-02-05 03:41:41 main:574] : INFO : Epoch 1815 | loss: 0.0311549 | val_loss: 0.0311706 | Time: 8669.07 ms [2022-02-05 03:41:50 main:574] : INFO : Epoch 1816 | loss: 0.031155 | val_loss: 0.0311692 | Time: 8565 ms [2022-02-05 03:41:58 main:574] : INFO : Epoch 1817 | loss: 0.031157 | val_loss: 0.0311709 | Time: 8582.9 ms [2022-02-05 03:42:07 main:574] : INFO : Epoch 1818 | loss: 0.0311598 | val_loss: 0.0311712 | Time: 8615.55 ms [2022-02-05 03:42:15 main:574] : INFO : Epoch 1819 | loss: 0.0311579 | val_loss: 0.0311707 | Time: 8261.44 ms [2022-02-05 03:42:24 main:574] : INFO : Epoch 1820 | loss: 0.0311588 | val_loss: 0.0311725 | Time: 8644.49 ms [2022-02-05 03:42:33 main:574] : INFO : Epoch 1821 | loss: 0.031158 | val_loss: 0.0311714 | Time: 8603.19 ms [2022-02-05 03:42:41 main:574] : INFO : Epoch 1822 | loss: 0.0311576 | val_loss: 0.0311698 | Time: 8473.18 ms [2022-02-05 03:42:49 main:574] : INFO : Epoch 1823 | loss: 0.0311576 | val_loss: 0.0311703 | Time: 8345.84 ms [2022-02-05 03:42:59 main:574] : INFO : Epoch 1824 | loss: 0.0311586 | val_loss: 0.0311721 | Time: 9109.04 ms [2022-02-05 03:43:07 main:574] : INFO : Epoch 1825 | loss: 0.0311651 | val_loss: 0.0311757 | Time: 8582.61 ms [2022-02-05 03:43:16 main:574] : INFO : Epoch 1826 | loss: 0.0311665 | val_loss: 0.0311724 | Time: 8370.31 ms [2022-02-05 03:43:24 main:574] : INFO : Epoch 1827 | loss: 0.0311634 | val_loss: 0.0311711 | Time: 8754.49 ms [2022-02-05 03:43:33 main:574] : INFO : Epoch 1828 | loss: 0.0311628 | val_loss: 0.0311732 | Time: 8716.73 ms [2022-02-05 03:43:41 main:574] : INFO : Epoch 1829 | loss: 0.0311621 | val_loss: 0.0311713 | Time: 8287.71 ms [2022-02-05 03:43:50 main:574] : INFO : Epoch 1830 | loss: 0.0311611 | val_loss: 0.0311726 | Time: 8515.61 ms [2022-02-05 03:43:59 main:574] : INFO : Epoch 1831 | loss: 0.031159 | val_loss: 0.0311744 | Time: 8829.51 ms [2022-02-05 03:44:07 main:574] : INFO : Epoch 1832 | loss: 0.03116 | val_loss: 0.0311702 | Time: 8487.02 ms [2022-02-05 03:44:16 main:574] : INFO : Epoch 1833 | loss: 0.0311647 | val_loss: 0.0311827 | Time: 8747.1 ms [2022-02-05 03:44:25 main:574] : INFO : Epoch 1834 | loss: 0.0311599 | val_loss: 0.0311717 | Time: 8831.77 ms [2022-02-05 03:44:34 main:574] : INFO : Epoch 1835 | loss: 0.0311547 | val_loss: 0.0311698 | Time: 8813.55 ms [2022-02-05 03:44:42 main:574] : INFO : Epoch 1836 | loss: 0.031156 | val_loss: 0.0311706 | Time: 8396.26 ms [2022-02-05 03:44:50 main:574] : INFO : Epoch 1837 | loss: 0.031155 | val_loss: 0.0311685 | Time: 8388.68 ms [2022-02-05 03:44:59 main:574] : INFO : Epoch 1838 | loss: 0.0311563 | val_loss: 0.0311677 | Time: 8775.25 ms [2022-02-05 03:45:08 main:574] : INFO : Epoch 1839 | loss: 0.0311568 | val_loss: 0.0311711 | Time: 9056.83 ms [2022-02-05 03:45:17 main:574] : INFO : Epoch 1840 | loss: 0.0311577 | val_loss: 0.0311699 | Time: 9119.94 ms [2022-02-05 03:45:26 main:574] : INFO : Epoch 1841 | loss: 0.0311586 | val_loss: 0.0311669 | Time: 8876.47 ms [2022-02-05 03:45:36 main:574] : INFO : Epoch 1842 | loss: 0.0311587 | val_loss: 0.0311695 | Time: 9422.01 ms [2022-02-05 03:45:45 main:574] : INFO : Epoch 1843 | loss: 0.0311572 | val_loss: 0.0311697 | Time: 9282.53 ms [2022-02-05 03:45:54 main:574] : INFO : Epoch 1844 | loss: 0.0311579 | val_loss: 0.0311712 | Time: 8784.95 ms [2022-02-05 03:46:02 main:574] : INFO : Epoch 1845 | loss: 0.0311573 | val_loss: 0.0311714 | Time: 8391.94 ms [2022-02-05 03:46:11 main:574] : INFO : Epoch 1846 | loss: 0.0311565 | val_loss: 0.0311706 | Time: 8464.3 ms [2022-02-05 03:46:19 main:574] : INFO : Epoch 1847 | loss: 0.0311572 | val_loss: 0.0311682 | Time: 8751.06 ms [2022-02-05 03:46:28 main:574] : INFO : Epoch 1848 | loss: 0.0311578 | val_loss: 0.031168 | Time: 8515.37 ms [2022-02-05 03:46:36 main:574] : INFO : Epoch 1849 | loss: 0.0311559 | val_loss: 0.0311693 | Time: 8263.87 ms [2022-02-05 03:46:45 main:574] : INFO : Epoch 1850 | loss: 0.0311558 | val_loss: 0.0311671 | Time: 8686.01 ms [2022-02-05 03:46:53 main:574] : INFO : Epoch 1851 | loss: 0.031156 | val_loss: 0.0311678 | Time: 8555 ms [2022-02-05 03:47:02 main:574] : INFO : Epoch 1852 | loss: 0.0311558 | val_loss: 0.0311668 | Time: 8691.4 ms [2022-02-05 03:47:11 main:574] : INFO : Epoch 1853 | loss: 0.0311561 | val_loss: 0.0311704 | Time: 8885.04 ms [2022-02-05 03:47:20 main:574] : INFO : Epoch 1854 | loss: 0.0311568 | val_loss: 0.0311672 | Time: 8879.83 ms [2022-02-05 03:47:29 main:574] : INFO : Epoch 1855 | loss: 0.0311564 | val_loss: 0.0311691 | Time: 9039.52 ms [2022-02-05 03:47:38 main:574] : INFO : Epoch 1856 | loss: 0.0311574 | val_loss: 0.0311707 | Time: 8808.25 ms [2022-02-05 03:47:46 main:574] : INFO : Epoch 1857 | loss: 0.031157 | val_loss: 0.0311742 | Time: 8656.88 ms [2022-02-05 03:47:55 main:574] : INFO : Epoch 1858 | loss: 0.0311565 | val_loss: 0.0311702 | Time: 8647.16 ms [2022-02-05 03:48:04 main:574] : INFO : Epoch 1859 | loss: 0.0311541 | val_loss: 0.0311671 | Time: 8873.58 ms [2022-02-05 03:48:12 main:574] : INFO : Epoch 1860 | loss: 0.0311536 | val_loss: 0.0311677 | Time: 8445.57 ms [2022-02-05 03:48:21 main:574] : INFO : Epoch 1861 | loss: 0.0311541 | val_loss: 0.0311685 | Time: 8508.8 ms [2022-02-05 03:48:29 main:574] : INFO : Epoch 1862 | loss: 0.0311526 | val_loss: 0.0311667 | Time: 8358.38 ms [2022-02-05 03:48:38 main:574] : INFO : Epoch 1863 | loss: 0.0311528 | val_loss: 0.031171 | Time: 8426.55 ms [2022-02-05 03:48:46 main:574] : INFO : Epoch 1864 | loss: 0.0311541 | val_loss: 0.0311688 | Time: 7996.15 ms [2022-02-05 03:48:54 main:574] : INFO : Epoch 1865 | loss: 0.0311516 | val_loss: 0.0311709 | Time: 8496.13 ms [2022-02-05 03:49:03 main:574] : INFO : Epoch 1866 | loss: 0.0311517 | val_loss: 0.0311691 | Time: 9129.4 ms [2022-02-05 03:49:12 main:574] : INFO : Epoch 1867 | loss: 0.031151 | val_loss: 0.0311692 | Time: 8686.97 ms [2022-02-05 03:49:21 main:574] : INFO : Epoch 1868 | loss: 0.0311528 | val_loss: 0.0311684 | Time: 8845.26 ms [2022-02-05 03:49:30 main:574] : INFO : Epoch 1869 | loss: 0.0311527 | val_loss: 0.0311701 | Time: 9509.96 ms [2022-02-05 03:49:40 main:574] : INFO : Epoch 1870 | loss: 0.0311525 | val_loss: 0.0311686 | Time: 9288.32 ms [2022-02-05 03:49:49 main:574] : INFO : Epoch 1871 | loss: 0.0311504 | val_loss: 0.031169 | Time: 9129.31 ms [2022-02-05 03:49:58 main:574] : INFO : Epoch 1872 | loss: 0.0311513 | val_loss: 0.0311717 | Time: 8736.28 ms [2022-02-05 03:50:06 main:574] : INFO : Epoch 1873 | loss: 0.0311516 | val_loss: 0.031168 | Time: 8599.28 ms [2022-02-05 03:50:15 main:574] : INFO : Epoch 1874 | loss: 0.0311528 | val_loss: 0.0311672 | Time: 8806.63 ms [2022-02-05 03:50:24 main:574] : INFO : Epoch 1875 | loss: 0.0311529 | val_loss: 0.0311703 | Time: 8740.26 ms [2022-02-05 03:50:32 main:574] : INFO : Epoch 1876 | loss: 0.0311537 | val_loss: 0.0311687 | Time: 8574.63 ms [2022-02-05 03:50:40 main:574] : INFO : Epoch 1877 | loss: 0.0311603 | val_loss: 0.0311748 | Time: 8236.81 ms [2022-02-05 03:50:49 main:574] : INFO : Epoch 1878 | loss: 0.0311604 | val_loss: 0.0311718 | Time: 8824.15 ms [2022-02-05 03:50:58 main:574] : INFO : Epoch 1879 | loss: 0.0311646 | val_loss: 0.0311693 | Time: 8426.03 ms [2022-02-05 03:51:06 main:574] : INFO : Epoch 1880 | loss: 0.0311663 | val_loss: 0.03117 | Time: 8294.63 ms [2022-02-05 03:51:15 main:574] : INFO : Epoch 1881 | loss: 0.0311663 | val_loss: 0.0311692 | Time: 8878.2 ms [2022-02-05 03:51:24 main:574] : INFO : Epoch 1882 | loss: 0.0311657 | val_loss: 0.0311708 | Time: 8697.69 ms [2022-02-05 03:51:32 main:574] : INFO : Epoch 1883 | loss: 0.031169 | val_loss: 0.0311709 | Time: 8713.36 ms [2022-02-05 03:51:41 main:574] : INFO : Epoch 1884 | loss: 0.0311673 | val_loss: 0.0311699 | Time: 8685.78 ms [2022-02-05 03:51:50 main:574] : INFO : Epoch 1885 | loss: 0.0311646 | val_loss: 0.0311701 | Time: 9309.14 ms [2022-02-05 03:51:59 main:574] : INFO : Epoch 1886 | loss: 0.0311648 | val_loss: 0.0311799 | Time: 8550.41 ms [2022-02-05 03:52:09 main:574] : INFO : Epoch 1887 | loss: 0.0311651 | val_loss: 0.0311698 | Time: 10258.7 ms [2022-02-05 03:52:29 main:574] : INFO : Epoch 1888 | loss: 0.0311637 | val_loss: 0.0311674 | Time: 19714.2 ms [2022-02-05 03:52:38 main:574] : INFO : Epoch 1889 | loss: 0.0311632 | val_loss: 0.0311677 | Time: 8823.27 ms [2022-02-05 03:52:46 main:574] : INFO : Epoch 1890 | loss: 0.0311632 | val_loss: 0.0311696 | Time: 8345.73 ms [2022-02-05 03:52:55 main:574] : INFO : Epoch 1891 | loss: 0.031162 | val_loss: 0.0311669 | Time: 9079.7 ms [2022-02-05 03:53:03 main:574] : INFO : Epoch 1892 | loss: 0.0311602 | val_loss: 0.0311653 | Time: 8137.06 ms [2022-02-05 03:53:11 main:574] : INFO : Epoch 1893 | loss: 0.0311595 | val_loss: 0.0311696 | Time: 8113.85 ms [2022-02-05 03:53:20 main:574] : INFO : Epoch 1894 | loss: 0.0311619 | val_loss: 0.0311685 | Time: 8862.17 ms [2022-02-05 03:53:29 main:574] : INFO : Epoch 1895 | loss: 0.0311621 | val_loss: 0.0311666 | Time: 8778.83 ms [2022-02-05 03:53:38 main:574] : INFO : Epoch 1896 | loss: 0.0311607 | val_loss: 0.0311673 | Time: 8589.43 ms [2022-02-05 03:53:47 main:574] : INFO : Epoch 1897 | loss: 0.0311619 | val_loss: 0.0311689 | Time: 9066.22 ms [2022-02-05 03:53:56 main:574] : INFO : Epoch 1898 | loss: 0.0311606 | val_loss: 0.0311677 | Time: 9028.21 ms [2022-02-05 03:54:05 main:574] : INFO : Epoch 1899 | loss: 0.0311625 | val_loss: 0.0311732 | Time: 8823.68 ms [2022-02-05 03:54:13 main:574] : INFO : Epoch 1900 | loss: 0.0311884 | val_loss: 0.0312041 | Time: 8621.35 ms [2022-02-05 03:54:22 main:574] : INFO : Epoch 1901 | loss: 0.0312036 | val_loss: 0.0312021 | Time: 8780.74 ms [2022-02-05 03:54:31 main:574] : INFO : Epoch 1902 | loss: 0.0312006 | val_loss: 0.0312009 | Time: 8704.34 ms [2022-02-05 03:54:40 main:574] : INFO : Epoch 1903 | loss: 0.0311979 | val_loss: 0.0312006 | Time: 9093.74 ms [2022-02-05 03:54:48 main:574] : INFO : Epoch 1904 | loss: 0.0311968 | val_loss: 0.0312033 | Time: 8475.85 ms [2022-02-05 03:54:57 main:574] : INFO : Epoch 1905 | loss: 0.0311983 | val_loss: 0.0311982 | Time: 8593.92 ms [2022-02-05 03:55:06 main:574] : INFO : Epoch 1906 | loss: 0.0311965 | val_loss: 0.0311997 | Time: 8784.17 ms [2022-02-05 03:55:14 main:574] : INFO : Epoch 1907 | loss: 0.0311956 | val_loss: 0.0312042 | Time: 8353.14 ms [2022-02-05 03:55:23 main:574] : INFO : Epoch 1908 | loss: 0.0311954 | val_loss: 0.0311999 | Time: 8608.42 ms [2022-02-05 03:55:31 main:574] : INFO : Epoch 1909 | loss: 0.0311951 | val_loss: 0.0311964 | Time: 8585.96 ms [2022-02-05 03:55:40 main:574] : INFO : Epoch 1910 | loss: 0.0311907 | val_loss: 0.0311938 | Time: 8839.3 ms [2022-02-05 03:55:49 main:574] : INFO : Epoch 1911 | loss: 0.0311891 | val_loss: 0.0311941 | Time: 8595.57 ms [2022-02-05 03:55:57 main:574] : INFO : Epoch 1912 | loss: 0.0311879 | val_loss: 0.0311948 | Time: 8729.85 ms [2022-02-05 03:56:06 main:574] : INFO : Epoch 1913 | loss: 0.0311884 | val_loss: 0.0311957 | Time: 8664.96 ms [2022-02-05 03:56:15 main:574] : INFO : Epoch 1914 | loss: 0.0311892 | val_loss: 0.0311934 | Time: 8676.18 ms [2022-02-05 03:56:23 main:574] : INFO : Epoch 1915 | loss: 0.0311865 | val_loss: 0.0311918 | Time: 8375.58 ms [2022-02-05 03:56:32 main:574] : INFO : Epoch 1916 | loss: 0.0311873 | val_loss: 0.0311923 | Time: 8476.51 ms [2022-02-05 03:56:40 main:574] : INFO : Epoch 1917 | loss: 0.0311862 | val_loss: 0.0311938 | Time: 8535.98 ms [2022-02-05 03:56:49 main:574] : INFO : Epoch 1918 | loss: 0.0311861 | val_loss: 0.0311927 | Time: 8497.36 ms [2022-02-05 03:56:57 main:574] : INFO : Epoch 1919 | loss: 0.0311842 | val_loss: 0.0311909 | Time: 8389.36 ms [2022-02-05 03:57:06 main:574] : INFO : Epoch 1920 | loss: 0.0311836 | val_loss: 0.0311915 | Time: 9102.88 ms [2022-02-05 03:57:16 main:574] : INFO : Epoch 1921 | loss: 0.031183 | val_loss: 0.0311919 | Time: 9859.8 ms [2022-02-05 03:57:26 main:574] : INFO : Epoch 1922 | loss: 0.0311831 | val_loss: 0.0311935 | Time: 9552.28 ms [2022-02-05 03:57:35 main:574] : INFO : Epoch 1923 | loss: 0.0311845 | val_loss: 0.0311913 | Time: 9588.23 ms [2022-02-05 03:57:44 main:574] : INFO : Epoch 1924 | loss: 0.0311832 | val_loss: 0.0311907 | Time: 9265.94 ms [2022-02-05 03:57:54 main:574] : INFO : Epoch 1925 | loss: 0.0311829 | val_loss: 0.0311913 | Time: 9759.67 ms [2022-02-05 03:58:03 main:574] : INFO : Epoch 1926 | loss: 0.0311826 | val_loss: 0.0311923 | Time: 8963.97 ms [2022-02-05 03:58:12 main:574] : INFO : Epoch 1927 | loss: 0.0311816 | val_loss: 0.0311925 | Time: 9176.18 ms [2022-02-05 03:58:22 main:574] : INFO : Epoch 1928 | loss: 0.0311809 | val_loss: 0.0311931 | Time: 9479.24 ms [2022-02-05 03:58:31 main:574] : INFO : Epoch 1929 | loss: 0.0311803 | val_loss: 0.0311925 | Time: 9396.66 ms [2022-02-05 03:58:41 main:574] : INFO : Epoch 1930 | loss: 0.0311801 | val_loss: 0.03119 | Time: 9604.15 ms [2022-02-05 03:58:51 main:574] : INFO : Epoch 1931 | loss: 0.0311805 | val_loss: 0.0311905 | Time: 9632.23 ms [2022-02-05 03:59:00 main:574] : INFO : Epoch 1932 | loss: 0.0311811 | val_loss: 0.0311897 | Time: 9225.41 ms [2022-02-05 03:59:09 main:574] : INFO : Epoch 1933 | loss: 0.0311793 | val_loss: 0.031192 | Time: 9016.7 ms [2022-02-05 03:59:17 main:574] : INFO : Epoch 1934 | loss: 0.0311794 | val_loss: 0.0311897 | Time: 8608.99 ms [2022-02-05 03:59:26 main:574] : INFO : Epoch 1935 | loss: 0.0311787 | val_loss: 0.0311911 | Time: 8518.88 ms [2022-02-05 03:59:34 main:574] : INFO : Epoch 1936 | loss: 0.0311789 | val_loss: 0.0311882 | Time: 8014.46 ms [2022-02-05 03:59:42 main:574] : INFO : Epoch 1937 | loss: 0.0311781 | val_loss: 0.0311897 | Time: 8163.2 ms [2022-02-05 03:59:50 main:574] : INFO : Epoch 1938 | loss: 0.0311777 | val_loss: 0.0311891 | Time: 8248.89 ms [2022-02-05 03:59:58 main:574] : INFO : Epoch 1939 | loss: 0.0311805 | val_loss: 0.0311899 | Time: 8104.54 ms [2022-02-05 04:00:07 main:574] : INFO : Epoch 1940 | loss: 0.0311796 | val_loss: 0.0311869 | Time: 8805.39 ms [2022-02-05 04:00:16 main:574] : INFO : Epoch 1941 | loss: 0.0311789 | val_loss: 0.031193 | Time: 8460.81 ms [2022-02-05 04:00:24 main:574] : INFO : Epoch 1942 | loss: 0.0311781 | val_loss: 0.0311855 | Time: 8202.2 ms [2022-02-05 04:00:32 main:574] : INFO : Epoch 1943 | loss: 0.0311758 | val_loss: 0.0311853 | Time: 8468.2 ms [2022-02-05 04:00:41 main:574] : INFO : Epoch 1944 | loss: 0.0311761 | val_loss: 0.0311839 | Time: 8096.01 ms [2022-02-05 04:00:49 main:574] : INFO : Epoch 1945 | loss: 0.0311768 | val_loss: 0.0311864 | Time: 8229.48 ms [2022-02-05 04:00:57 main:574] : INFO : Epoch 1946 | loss: 0.0311745 | val_loss: 0.0311885 | Time: 8206.16 ms [2022-02-05 04:01:05 main:574] : INFO : Epoch 1947 | loss: 0.0311776 | val_loss: 0.0311851 | Time: 8335.87 ms [2022-02-05 04:01:13 main:574] : INFO : Epoch 1948 | loss: 0.0311754 | val_loss: 0.0311836 | Time: 7875 ms [2022-02-05 04:01:21 main:574] : INFO : Epoch 1949 | loss: 0.0311747 | val_loss: 0.0311838 | Time: 8286.34 ms [2022-02-05 04:01:30 main:574] : INFO : Epoch 1950 | loss: 0.0311764 | val_loss: 0.0311898 | Time: 8052.36 ms [2022-02-05 04:01:38 main:574] : INFO : Epoch 1951 | loss: 0.0311755 | val_loss: 0.0311846 | Time: 8201.62 ms [2022-02-05 04:01:46 main:574] : INFO : Epoch 1952 | loss: 0.0311749 | val_loss: 0.031183 | Time: 8248.39 ms [2022-02-05 04:01:54 main:574] : INFO : Epoch 1953 | loss: 0.0311747 | val_loss: 0.0311827 | Time: 8054.53 ms [2022-02-05 04:02:02 main:574] : INFO : Epoch 1954 | loss: 0.0311716 | val_loss: 0.031185 | Time: 8280.95 ms [2022-02-05 04:02:10 main:574] : INFO : Epoch 1955 | loss: 0.0311737 | val_loss: 0.0311898 | Time: 8114.09 ms [2022-02-05 04:02:19 main:574] : INFO : Epoch 1956 | loss: 0.0311753 | val_loss: 0.0311864 | Time: 8053 ms [2022-02-05 04:02:27 main:574] : INFO : Epoch 1957 | loss: 0.0311717 | val_loss: 0.0311817 | Time: 8099.51 ms [2022-02-05 04:02:35 main:574] : INFO : Epoch 1958 | loss: 0.0311704 | val_loss: 0.0311818 | Time: 8187.15 ms [2022-02-05 04:02:43 main:574] : INFO : Epoch 1959 | loss: 0.0311701 | val_loss: 0.0311813 | Time: 7971.08 ms [2022-02-05 04:02:51 main:574] : INFO : Epoch 1960 | loss: 0.0311694 | val_loss: 0.0311833 | Time: 8503.97 ms [2022-02-05 04:02:59 main:574] : INFO : Epoch 1961 | loss: 0.031171 | val_loss: 0.0311823 | Time: 7936.56 ms [2022-02-05 04:03:08 main:574] : INFO : Epoch 1962 | loss: 0.0311706 | val_loss: 0.0311852 | Time: 8335.46 ms [2022-02-05 04:03:15 main:574] : INFO : Epoch 1963 | loss: 0.0311728 | val_loss: 0.0311877 | Time: 7817.74 ms [2022-02-05 04:03:24 main:574] : INFO : Epoch 1964 | loss: 0.0311703 | val_loss: 0.0311808 | Time: 8231.66 ms [2022-02-05 04:03:32 main:574] : INFO : Epoch 1965 | loss: 0.0311698 | val_loss: 0.0311819 | Time: 8044.06 ms [2022-02-05 04:03:40 main:574] : INFO : Epoch 1966 | loss: 0.0311692 | val_loss: 0.0311837 | Time: 8136.49 ms [2022-02-05 04:03:48 main:574] : INFO : Epoch 1967 | loss: 0.0311688 | val_loss: 0.0311825 | Time: 8087.43 ms [2022-02-05 04:03:56 main:574] : INFO : Epoch 1968 | loss: 0.0311694 | val_loss: 0.0311811 | Time: 8468.33 ms [2022-02-05 04:04:04 main:574] : INFO : Epoch 1969 | loss: 0.0311737 | val_loss: 0.0311955 | Time: 7867 ms [2022-02-05 04:04:13 main:574] : INFO : Epoch 1970 | loss: 0.0311718 | val_loss: 0.0311878 | Time: 8352.43 ms [2022-02-05 04:04:21 main:574] : INFO : Epoch 1971 | loss: 0.0311688 | val_loss: 0.0311815 | Time: 7886.71 ms [2022-02-05 04:04:29 main:574] : INFO : Epoch 1972 | loss: 0.0311671 | val_loss: 0.0311817 | Time: 8129.22 ms [2022-02-05 04:04:37 main:574] : INFO : Epoch 1973 | loss: 0.0311659 | val_loss: 0.0311803 | Time: 8322.73 ms [2022-02-05 04:04:45 main:574] : INFO : Epoch 1974 | loss: 0.0311656 | val_loss: 0.0311794 | Time: 8034.72 ms [2022-02-05 04:04:53 main:574] : INFO : Epoch 1975 | loss: 0.0311663 | val_loss: 0.0311803 | Time: 8185.77 ms [2022-02-05 04:05:01 main:574] : INFO : Epoch 1976 | loss: 0.0311657 | val_loss: 0.0311797 | Time: 8093.1 ms [2022-02-05 04:05:09 main:574] : INFO : Epoch 1977 | loss: 0.0311662 | val_loss: 0.0311834 | Time: 8089.68 ms [2022-02-05 04:05:18 main:574] : INFO : Epoch 1978 | loss: 0.0311673 | val_loss: 0.0311848 | Time: 8226.92 ms [2022-02-05 04:05:26 main:574] : INFO : Epoch 1979 | loss: 0.0311674 | val_loss: 0.0311793 | Time: 8176.57 ms [2022-02-05 04:05:34 main:574] : INFO : Epoch 1980 | loss: 0.0311663 | val_loss: 0.0311841 | Time: 7936.6 ms [2022-02-05 04:05:42 main:574] : INFO : Epoch 1981 | loss: 0.0311663 | val_loss: 0.0311824 | Time: 8443.16 ms [2022-02-05 04:05:50 main:574] : INFO : Epoch 1982 | loss: 0.0311669 | val_loss: 0.031182 | Time: 7803.65 ms [2022-02-05 04:05:58 main:574] : INFO : Epoch 1983 | loss: 0.0311645 | val_loss: 0.0311794 | Time: 8456.79 ms [2022-02-05 04:06:07 main:574] : INFO : Epoch 1984 | loss: 0.031164 | val_loss: 0.0311804 | Time: 8217.91 ms [2022-02-05 04:06:15 main:574] : INFO : Epoch 1985 | loss: 0.0311681 | val_loss: 0.03119 | Time: 8239.42 ms [2022-02-05 04:06:23 main:574] : INFO : Epoch 1986 | loss: 0.0311727 | val_loss: 0.0311784 | Time: 8066.78 ms [2022-02-05 04:06:31 main:574] : INFO : Epoch 1987 | loss: 0.0311675 | val_loss: 0.0311771 | Time: 8228.72 ms [2022-02-05 04:06:39 main:574] : INFO : Epoch 1988 | loss: 0.0311641 | val_loss: 0.031178 | Time: 8049.2 ms [2022-02-05 04:06:48 main:574] : INFO : Epoch 1989 | loss: 0.0311647 | val_loss: 0.0311781 | Time: 8329.39 ms [2022-02-05 04:06:56 main:574] : INFO : Epoch 1990 | loss: 0.0311648 | val_loss: 0.0311792 | Time: 8221.65 ms [2022-02-05 04:07:04 main:574] : INFO : Epoch 1991 | loss: 0.0311661 | val_loss: 0.0311774 | Time: 8159.6 ms [2022-02-05 04:07:12 main:574] : INFO : Epoch 1992 | loss: 0.0311659 | val_loss: 0.0311771 | Time: 8265.07 ms [2022-02-05 04:07:20 main:574] : INFO : Epoch 1993 | loss: 0.0311653 | val_loss: 0.0311792 | Time: 8014.33 ms [2022-02-05 04:07:29 main:574] : INFO : Epoch 1994 | loss: 0.0311668 | val_loss: 0.0311773 | Time: 8298.53 ms [2022-02-05 04:07:37 main:574] : INFO : Epoch 1995 | loss: 0.0311688 | val_loss: 0.0311944 | Time: 8027.15 ms [2022-02-05 04:07:45 main:574] : INFO : Epoch 1996 | loss: 0.0311782 | val_loss: 0.0311878 | Time: 8136.73 ms [2022-02-05 04:07:53 main:574] : INFO : Epoch 1997 | loss: 0.0311753 | val_loss: 0.0311862 | Time: 8248.08 ms [2022-02-05 04:08:01 main:574] : INFO : Epoch 1998 | loss: 0.0311761 | val_loss: 0.0311863 | Time: 8245.66 ms [2022-02-05 04:08:09 main:574] : INFO : Epoch 1999 | loss: 0.0311713 | val_loss: 0.0311837 | Time: 8138.48 ms [2022-02-05 04:08:18 main:574] : INFO : Epoch 2000 | loss: 0.0311717 | val_loss: 0.0311809 | Time: 8415.72 ms [2022-02-05 04:08:26 main:574] : INFO : Epoch 2001 | loss: 0.0311695 | val_loss: 0.0311785 | Time: 7879.85 ms [2022-02-05 04:08:34 main:574] : INFO : Epoch 2002 | loss: 0.0311694 | val_loss: 0.0311823 | Time: 8315.81 ms [2022-02-05 04:08:42 main:574] : INFO : Epoch 2003 | loss: 0.0311694 | val_loss: 0.0311775 | Time: 8112.72 ms [2022-02-05 04:08:50 main:574] : INFO : Epoch 2004 | loss: 0.0311675 | val_loss: 0.0311764 | Time: 8090.54 ms [2022-02-05 04:08:58 main:574] : INFO : Epoch 2005 | loss: 0.0311669 | val_loss: 0.0311799 | Time: 8233.37 ms [2022-02-05 04:09:07 main:574] : INFO : Epoch 2006 | loss: 0.0311658 | val_loss: 0.0311769 | Time: 8405.84 ms [2022-02-05 04:09:15 main:574] : INFO : Epoch 2007 | loss: 0.0311669 | val_loss: 0.0311775 | Time: 7814.67 ms [2022-02-05 04:09:23 main:574] : INFO : Epoch 2008 | loss: 0.0311667 | val_loss: 0.031178 | Time: 8353.91 ms [2022-02-05 04:09:31 main:574] : INFO : Epoch 2009 | loss: 0.0311657 | val_loss: 0.0311767 | Time: 7992.34 ms [2022-02-05 04:09:41 main:574] : INFO : Epoch 2010 | loss: 0.0311661 | val_loss: 0.0311751 | Time: 9850.12 ms [2022-02-05 04:09:53 main:574] : INFO : Epoch 2011 | loss: 0.0311647 | val_loss: 0.0311771 | Time: 11659.7 ms [2022-02-05 04:10:01 main:574] : INFO : Epoch 2012 | loss: 0.0311654 | val_loss: 0.031174 | Time: 8687.27 ms [2022-02-05 04:10:10 main:574] : INFO : Epoch 2013 | loss: 0.031165 | val_loss: 0.0311785 | Time: 8413.29 ms [2022-02-05 04:10:19 main:574] : INFO : Epoch 2014 | loss: 0.0311667 | val_loss: 0.0311786 | Time: 8675.78 ms [2022-02-05 04:10:28 main:574] : INFO : Epoch 2015 | loss: 0.0311649 | val_loss: 0.0311745 | Time: 9249.21 ms [2022-02-05 04:10:36 main:574] : INFO : Epoch 2016 | loss: 0.0311634 | val_loss: 0.0311773 | Time: 8667.54 ms [2022-02-05 04:10:46 main:574] : INFO : Epoch 2017 | loss: 0.0311648 | val_loss: 0.0311749 | Time: 9527.32 ms [2022-02-05 04:10:55 main:574] : INFO : Epoch 2018 | loss: 0.0311643 | val_loss: 0.0311766 | Time: 8777.92 ms [2022-02-05 04:11:04 main:574] : INFO : Epoch 2019 | loss: 0.0311653 | val_loss: 0.0311762 | Time: 9091.22 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1050) [2022-02-05 04:18:43 main:435] : INFO : Set logging level to 1 [2022-02-05 04:18:43 main:441] : INFO : Running in BOINC Client mode [2022-02-05 04:18:43 main:444] : INFO : Resolving all filenames [2022-02-05 04:18:43 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-05 04:18:43 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-05 04:18:43 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-05 04:18:43 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-05 04:18:43 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-05 04:18:43 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-05 04:18:43 main:474] : INFO : Configuration: [2022-02-05 04:18:43 main:475] : INFO : Model type: GRU [2022-02-05 04:18:43 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-05 04:18:43 main:477] : INFO : Max Epochs: 2048 [2022-02-05 04:18:43 main:478] : INFO : Batch Size: 128 [2022-02-05 04:18:43 main:479] : INFO : Learning Rate: 0.01 [2022-02-05 04:18:43 main:480] : INFO : Patience: 10 [2022-02-05 04:18:43 main:481] : INFO : Hidden Width: 12 [2022-02-05 04:18:43 main:482] : INFO : # Recurrent Layers: 4 [2022-02-05 04:18:43 main:483] : INFO : # Backend Layers: 4 [2022-02-05 04:18:43 main:484] : INFO : # Threads: 1 [2022-02-05 04:18:43 main:486] : INFO : Preparing Dataset [2022-02-05 04:18:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-05 04:18:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-05 04:18:48 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-05 04:18:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-05 04:18:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-05 04:18:49 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-05 04:18:49 main:494] : INFO : Creating Model [2022-02-05 04:18:49 main:507] : INFO : Preparing config file [2022-02-05 04:18:49 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-05 04:18:49 main:512] : INFO : Loading config [2022-02-05 04:18:49 main:514] : INFO : Loading state [2022-02-05 04:18:51 main:559] : INFO : Loading DataLoader into Memory [2022-02-05 04:18:51 main:562] : INFO : Starting Training [2022-02-05 04:19:01 main:574] : INFO : Epoch 2008 | loss: 0.0312449 | val_loss: 0.0311875 | Time: 10109.1 ms [2022-02-05 04:19:10 main:574] : INFO : Epoch 2009 | loss: 0.0311755 | val_loss: 0.0311811 | Time: 9061.64 ms [2022-02-05 04:19:18 main:574] : INFO : Epoch 2010 | loss: 0.0311687 | val_loss: 0.0311771 | Time: 8296.25 ms [2022-02-05 04:19:27 main:574] : INFO : Epoch 2011 | loss: 0.031166 | val_loss: 0.0311816 | Time: 8685.25 ms [2022-02-05 04:19:36 main:574] : INFO : Epoch 2012 | loss: 0.0311664 | val_loss: 0.0311759 | Time: 8642.07 ms [2022-02-05 04:19:44 main:574] : INFO : Epoch 2013 | loss: 0.0311682 | val_loss: 0.0311817 | Time: 8835.97 ms [2022-02-05 04:19:53 main:574] : INFO : Epoch 2014 | loss: 0.031168 | val_loss: 0.0311772 | Time: 8159.62 ms [2022-02-05 04:20:01 main:574] : INFO : Epoch 2015 | loss: 0.0311653 | val_loss: 0.0311742 | Time: 8804.06 ms [2022-02-05 04:20:10 main:574] : INFO : Epoch 2016 | loss: 0.0311639 | val_loss: 0.0311733 | Time: 9040.64 ms [2022-02-05 04:20:19 main:574] : INFO : Epoch 2017 | loss: 0.0311628 | val_loss: 0.0311737 | Time: 8586.53 ms [2022-02-05 04:20:27 main:574] : INFO : Epoch 2018 | loss: 0.0311648 | val_loss: 0.031174 | Time: 8159.18 ms [2022-02-05 04:20:36 main:574] : INFO : Epoch 2019 | loss: 0.0311692 | val_loss: 0.0311758 | Time: 8861.82 ms [2022-02-05 04:20:45 main:574] : INFO : Epoch 2020 | loss: 0.0311678 | val_loss: 0.031176 | Time: 8637.94 ms [2022-02-05 04:20:53 main:574] : INFO : Epoch 2021 | loss: 0.0311663 | val_loss: 0.0311734 | Time: 8562.86 ms [2022-02-05 04:21:02 main:574] : INFO : Epoch 2022 | loss: 0.0311648 | val_loss: 0.031174 | Time: 8308.64 ms [2022-02-05 04:21:11 main:574] : INFO : Epoch 2023 | loss: 0.0311656 | val_loss: 0.0311742 | Time: 9293.05 ms [2022-02-05 04:21:19 main:574] : INFO : Epoch 2024 | loss: 0.0311636 | val_loss: 0.0311725 | Time: 8375.67 ms [2022-02-05 04:21:28 main:574] : INFO : Epoch 2025 | loss: 0.0311632 | val_loss: 0.0311702 | Time: 8568.34 ms [2022-02-05 04:21:36 main:574] : INFO : Epoch 2026 | loss: 0.0311628 | val_loss: 0.0311713 | Time: 8433.07 ms [2022-02-05 04:21:46 main:574] : INFO : Epoch 2027 | loss: 0.0311641 | val_loss: 0.031173 | Time: 9250.75 ms [2022-02-05 04:21:54 main:574] : INFO : Epoch 2028 | loss: 0.0311654 | val_loss: 0.0311731 | Time: 8680.58 ms [2022-02-05 04:22:04 main:574] : INFO : Epoch 2029 | loss: 0.0311647 | val_loss: 0.031175 | Time: 9464.23 ms [2022-02-05 04:22:13 main:574] : INFO : Epoch 2030 | loss: 0.0311661 | val_loss: 0.0311737 | Time: 9077.44 ms [2022-02-05 04:22:22 main:574] : INFO : Epoch 2031 | loss: 0.0311669 | val_loss: 0.0311697 | Time: 9463.74 ms [2022-02-05 04:22:31 main:574] : INFO : Epoch 2032 | loss: 0.0311686 | val_loss: 0.0311732 | Time: 8994.47 ms [2022-02-05 04:22:41 main:574] : INFO : Epoch 2033 | loss: 0.0311654 | val_loss: 0.0311706 | Time: 9584 ms [2022-02-05 04:22:50 main:574] : INFO : Epoch 2034 | loss: 0.0311657 | val_loss: 0.031173 | Time: 8981.67 ms [2022-02-05 04:22:59 main:574] : INFO : Epoch 2035 | loss: 0.031169 | val_loss: 0.0311722 | Time: 9476.46 ms [2022-02-05 04:23:09 main:574] : INFO : Epoch 2036 | loss: 0.0311671 | val_loss: 0.0311727 | Time: 10064.8 ms [2022-02-05 04:23:19 main:574] : INFO : Epoch 2037 | loss: 0.0311666 | val_loss: 0.0311719 | Time: 9314.27 ms [2022-02-05 04:23:27 main:574] : INFO : Epoch 2038 | loss: 0.0311637 | val_loss: 0.0311695 | Time: 8729.46 ms [2022-02-05 04:23:37 main:574] : INFO : Epoch 2039 | loss: 0.0311641 | val_loss: 0.0311758 | Time: 9457.91 ms [2022-02-05 04:23:46 main:574] : INFO : Epoch 2040 | loss: 0.0311669 | val_loss: 0.0311755 | Time: 9266.82 ms [2022-02-05 04:23:56 main:574] : INFO : Epoch 2041 | loss: 0.0311641 | val_loss: 0.0311716 | Time: 9397.37 ms [2022-02-05 04:24:05 main:574] : INFO : Epoch 2042 | loss: 0.0311672 | val_loss: 0.0311785 | Time: 8892.7 ms [2022-02-05 04:24:14 main:574] : INFO : Epoch 2043 | loss: 0.0311704 | val_loss: 0.0311746 | Time: 9474.12 ms [2022-02-05 04:24:23 main:574] : INFO : Epoch 2044 | loss: 0.0311695 | val_loss: 0.0311723 | Time: 8790.06 ms [2022-02-05 04:24:32 main:574] : INFO : Epoch 2045 | loss: 0.0311709 | val_loss: 0.0311741 | Time: 9420.62 ms [2022-02-05 04:24:42 main:574] : INFO : Epoch 2046 | loss: 0.0311721 | val_loss: 0.0311695 | Time: 9327.31 ms [2022-02-05 04:24:51 main:574] : INFO : Epoch 2047 | loss: 0.0311686 | val_loss: 0.0311727 | Time: 9801.31 ms [2022-02-05 04:25:01 main:574] : INFO : Epoch 2048 | loss: 0.0311657 | val_loss: 0.0311687 | Time: 9721.7 ms [2022-02-05 04:25:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311687 [2022-02-05 04:25:01 main:603] : INFO : Saving end state to config to file [2022-02-05 04:25:01 main:608] : INFO : Success, exiting.. 04:25:01 (16100): 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)