Task 13673911
| Name | ParityModified-1647045751-27762-2-0_0 |
| Workunit | 10765790 |
| Created | 23 Mar 2022, 18:52:22 UTC |
| Sent | 30 Mar 2022, 13:21:05 UTC |
| Report deadline | 7 Apr 2022, 13:21:05 UTC |
| Received | 7 Apr 2022, 11:27:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6020 |
| Run time | 6 hours 56 min 36 sec |
| CPU time | 6 hours 34 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.96 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311612 | val_loss: 0.0311795 | Time: 8620.21 ms [2022-04-07 06:18:28 main:574] : INFO : Epoch 1543 | loss: 0.0311596 | val_loss: 0.0311825 | Time: 8812.09 ms [2022-04-07 06:18:37 main:574] : INFO : Epoch 1544 | loss: 0.0311598 | val_loss: 0.031178 | Time: 8740.71 ms [2022-04-07 06:18:46 main:574] : INFO : Epoch 1545 | loss: 0.0311635 | val_loss: 0.0311811 | Time: 8801.17 ms [2022-04-07 06:18:55 main:574] : INFO : Epoch 1546 | loss: 0.0311625 | val_loss: 0.0311792 | Time: 8612.77 ms [2022-04-07 06:19:03 main:574] : INFO : Epoch 1547 | loss: 0.0311598 | val_loss: 0.0311858 | Time: 8511.4 ms [2022-04-07 06:19:11 main:574] : INFO : Epoch 1548 | loss: 0.0311636 | val_loss: 0.0311777 | Time: 8394.83 ms [2022-04-07 06:19:20 main:574] : INFO : Epoch 1549 | loss: 0.0311613 | val_loss: 0.0311812 | Time: 8678.91 ms [2022-04-07 06:19:29 main:574] : INFO : Epoch 1550 | loss: 0.0311621 | val_loss: 0.0311792 | Time: 8753.4 ms [2022-04-07 06:19:37 main:574] : INFO : Epoch 1551 | loss: 0.0311596 | val_loss: 0.0311795 | Time: 8462.07 ms [2022-04-07 06:19:46 main:574] : INFO : Epoch 1552 | loss: 0.0311596 | val_loss: 0.0311815 | Time: 8596.58 ms [2022-04-07 06:19:54 main:574] : INFO : Epoch 1553 | loss: 0.031163 | val_loss: 0.031182 | Time: 8322.49 ms [2022-04-07 06:20:03 main:574] : INFO : Epoch 1554 | loss: 0.0311641 | val_loss: 0.0311837 | Time: 8703.01 ms [2022-04-07 06:20:11 main:574] : INFO : Epoch 1555 | loss: 0.0311662 | val_loss: 0.0311821 | Time: 8306.84 ms [2022-04-07 06:20:20 main:574] : INFO : Epoch 1556 | loss: 0.031164 | val_loss: 0.0311813 | Time: 8450.26 ms [2022-04-07 06:20:29 main:574] : INFO : Epoch 1557 | loss: 0.0311629 | val_loss: 0.0311825 | Time: 8966.16 ms [2022-04-07 06:20:37 main:574] : INFO : Epoch 1558 | loss: 0.0311623 | val_loss: 0.0311824 | Time: 8618.81 ms [2022-04-07 06:20:46 main:574] : INFO : Epoch 1559 | loss: 0.0311647 | val_loss: 0.0311775 | Time: 8408.21 ms [2022-04-07 06:20:54 main:574] : INFO : Epoch 1560 | loss: 0.0311642 | val_loss: 0.031178 | Time: 8413.8 ms [2022-04-07 06:21:03 main:574] : INFO : Epoch 1561 | loss: 0.0311614 | val_loss: 0.0311777 | Time: 8376.65 ms [2022-04-07 06:21:11 main:574] : INFO : Epoch 1562 | loss: 0.0311586 | val_loss: 0.0311803 | Time: 8534.32 ms [2022-04-07 06:21:20 main:574] : INFO : Epoch 1563 | loss: 0.0311599 | val_loss: 0.0311834 | Time: 8603.43 ms [2022-04-07 06:21:28 main:574] : INFO : Epoch 1564 | loss: 0.0311595 | val_loss: 0.0311844 | Time: 8166.68 ms [2022-04-07 06:21:37 main:574] : INFO : Epoch 1565 | loss: 0.0311609 | val_loss: 0.0311823 | Time: 9398.92 ms [2022-04-07 06:21:46 main:574] : INFO : Epoch 1566 | loss: 0.0311593 | val_loss: 0.0311802 | Time: 8923.82 ms [2022-04-07 06:21:55 main:574] : INFO : Epoch 1567 | loss: 0.0311583 | val_loss: 0.0311825 | Time: 8145.91 ms [2022-04-07 06:22:04 main:574] : INFO : Epoch 1568 | loss: 0.0311585 | val_loss: 0.0311807 | Time: 9075.06 ms [2022-04-07 06:22:12 main:574] : INFO : Epoch 1569 | loss: 0.0311578 | val_loss: 0.0311801 | Time: 8720.7 ms [2022-04-07 06:22:21 main:574] : INFO : Epoch 1570 | loss: 0.0311573 | val_loss: 0.0311842 | Time: 9083.41 ms [2022-04-07 06:22:30 main:574] : INFO : Epoch 1571 | loss: 0.0311593 | val_loss: 0.0311822 | Time: 8396.11 ms [2022-04-07 06:22:38 main:574] : INFO : Epoch 1572 | loss: 0.0311596 | val_loss: 0.031184 | Time: 8220.18 ms [2022-04-07 06:22:47 main:574] : INFO : Epoch 1573 | loss: 0.0311575 | val_loss: 0.0311805 | Time: 9015.23 ms [2022-04-07 06:22:56 main:574] : INFO : Epoch 1574 | loss: 0.0311573 | val_loss: 0.0311828 | Time: 8610.48 ms [2022-04-07 06:23:04 main:574] : INFO : Epoch 1575 | loss: 0.0311571 | val_loss: 0.0311815 | Time: 8403.53 ms [2022-04-07 06:23:13 main:574] : INFO : Epoch 1576 | loss: 0.0311578 | val_loss: 0.0311842 | Time: 8433.96 ms [2022-04-07 06:23:21 main:574] : INFO : Epoch 1577 | loss: 0.0311577 | val_loss: 0.0311809 | Time: 8115.21 ms [2022-04-07 06:23:30 main:574] : INFO : Epoch 1578 | loss: 0.031157 | val_loss: 0.0311847 | Time: 8904.76 ms [2022-04-07 06:23:38 main:574] : INFO : Epoch 1579 | loss: 0.0311575 | val_loss: 0.0311806 | Time: 8633.22 ms [2022-04-07 06:23:47 main:574] : INFO : Epoch 1580 | loss: 0.0311586 | val_loss: 0.0311829 | Time: 8679.67 ms [2022-04-07 06:23:56 main:574] : INFO : Epoch 1581 | loss: 0.0311628 | val_loss: 0.0311819 | Time: 8662.3 ms [2022-04-07 06:24:05 main:574] : INFO : Epoch 1582 | loss: 0.0311664 | val_loss: 0.0311802 | Time: 8868.76 ms [2022-04-07 06:24:14 main:574] : INFO : Epoch 1583 | loss: 0.031165 | val_loss: 0.0311831 | Time: 8865.78 ms [2022-04-07 06:24:22 main:574] : INFO : Epoch 1584 | loss: 0.0311637 | val_loss: 0.0311765 | Time: 8610.01 ms [2022-04-07 06:24:31 main:574] : INFO : Epoch 1585 | loss: 0.0311625 | val_loss: 0.0311772 | Time: 8612.1 ms [2022-04-07 06:24:39 main:574] : INFO : Epoch 1586 | loss: 0.0311616 | val_loss: 0.0311769 | Time: 8710.57 ms [2022-04-07 06:24:48 main:574] : INFO : Epoch 1587 | loss: 0.0311644 | val_loss: 0.0311796 | Time: 8724.4 ms [2022-04-07 06:24:57 main:574] : INFO : Epoch 1588 | loss: 0.031161 | val_loss: 0.0311832 | Time: 8790.98 ms [2022-04-07 06:25:06 main:574] : INFO : Epoch 1589 | loss: 0.0311637 | val_loss: 0.0311864 | Time: 8716.82 ms [2022-04-07 06:25:14 main:574] : INFO : Epoch 1590 | loss: 0.0311605 | val_loss: 0.0311769 | Time: 8528.36 ms [2022-04-07 06:25:23 main:574] : INFO : Epoch 1591 | loss: 0.0311623 | val_loss: 0.0311793 | Time: 8411.77 ms [2022-04-07 06:25:31 main:574] : INFO : Epoch 1592 | loss: 0.0311691 | val_loss: 0.0311899 | Time: 8710.58 ms [2022-04-07 06:25:40 main:574] : INFO : Epoch 1593 | loss: 0.0311882 | val_loss: 0.0311894 | Time: 8388.18 ms [2022-04-07 06:25:49 main:574] : INFO : Epoch 1594 | loss: 0.031186 | val_loss: 0.0311886 | Time: 9046.98 ms [2022-04-07 06:25:57 main:574] : INFO : Epoch 1595 | loss: 0.0311854 | val_loss: 0.0311896 | Time: 8571.79 ms [2022-04-07 06:26:06 main:574] : INFO : Epoch 1596 | loss: 0.0311817 | val_loss: 0.0311849 | Time: 8664.97 ms [2022-04-07 06:26:15 main:574] : INFO : Epoch 1597 | loss: 0.0311793 | val_loss: 0.0311851 | Time: 8540.14 ms [2022-04-07 06:26:23 main:574] : INFO : Epoch 1598 | loss: 0.0311788 | val_loss: 0.0311847 | Time: 8646.19 ms [2022-04-07 06:26:32 main:574] : INFO : Epoch 1599 | loss: 0.0311783 | val_loss: 0.0311842 | Time: 8586.43 ms [2022-04-07 06:26:40 main:574] : INFO : Epoch 1600 | loss: 0.0311773 | val_loss: 0.0311851 | Time: 8437.26 ms [2022-04-07 06:26:49 main:574] : INFO : Epoch 1601 | loss: 0.0311768 | val_loss: 0.0311837 | Time: 8464.24 ms [2022-04-07 06:26:58 main:574] : INFO : Epoch 1602 | loss: 0.0311757 | val_loss: 0.0311839 | Time: 8785.64 ms [2022-04-07 06:27:07 main:574] : INFO : Epoch 1603 | loss: 0.0311749 | val_loss: 0.0311804 | Time: 8893.61 ms [2022-04-07 06:27:15 main:574] : INFO : Epoch 1604 | loss: 0.0311761 | val_loss: 0.0311816 | Time: 8759.38 ms [2022-04-07 06:27:24 main:574] : INFO : Epoch 1605 | loss: 0.031173 | val_loss: 0.0311812 | Time: 8546.39 ms [2022-04-07 06:27:33 main:574] : INFO : Epoch 1606 | loss: 0.0311727 | val_loss: 0.0311805 | Time: 8665.35 ms [2022-04-07 06:27:41 main:574] : INFO : Epoch 1607 | loss: 0.031172 | val_loss: 0.0311807 | Time: 8597.73 ms [2022-04-07 06:27:50 main:574] : INFO : Epoch 1608 | loss: 0.0311712 | val_loss: 0.0311812 | Time: 8522.34 ms [2022-04-07 06:27:59 main:574] : INFO : Epoch 1609 | loss: 0.0311724 | val_loss: 0.0311893 | Time: 9072.09 ms [2022-04-07 06:28:08 main:574] : INFO : Epoch 1610 | loss: 0.0311749 | val_loss: 0.0311838 | Time: 9040.75 ms [2022-04-07 06:28:17 main:574] : INFO : Epoch 1611 | loss: 0.0311755 | val_loss: 0.0311833 | Time: 8939.45 ms [2022-04-07 06:28:26 main:574] : INFO : Epoch 1612 | loss: 0.0311726 | val_loss: 0.0311901 | Time: 8858.88 ms [2022-04-07 06:28:34 main:574] : INFO : Epoch 1613 | loss: 0.0311731 | val_loss: 0.031183 | Time: 8612.38 ms [2022-04-07 06:28:43 main:574] : INFO : Epoch 1614 | loss: 0.031171 | val_loss: 0.0311829 | Time: 8706.66 ms [2022-04-07 06:28:52 main:574] : INFO : Epoch 1615 | loss: 0.0311693 | val_loss: 0.0311846 | Time: 8672.02 ms [2022-04-07 06:29:00 main:574] : INFO : Epoch 1616 | loss: 0.031169 | val_loss: 0.0311833 | Time: 8405.79 ms [2022-04-07 06:29:09 main:574] : INFO : Epoch 1617 | loss: 0.0311684 | val_loss: 0.031181 | Time: 8613.53 ms [2022-04-07 06:29:18 main:574] : INFO : Epoch 1618 | loss: 0.0311679 | val_loss: 0.0311799 | Time: 9038.82 ms [2022-04-07 06:29:26 main:574] : INFO : Epoch 1619 | loss: 0.0311668 | val_loss: 0.0311805 | Time: 8549.63 ms [2022-04-07 06:29:35 main:574] : INFO : Epoch 1620 | loss: 0.0311671 | val_loss: 0.0311832 | Time: 8333.01 ms [2022-04-07 06:29:44 main:574] : INFO : Epoch 1621 | loss: 0.0311674 | val_loss: 0.0311822 | Time: 9066.56 ms [2022-04-07 06:29:53 main:574] : INFO : Epoch 1622 | loss: 0.0311674 | val_loss: 0.0311839 | Time: 8711.77 ms [2022-04-07 06:30:01 main:574] : INFO : Epoch 1623 | loss: 0.0311689 | val_loss: 0.0311839 | Time: 8426.37 ms [2022-04-07 06:30:09 main:574] : INFO : Epoch 1624 | loss: 0.0311693 | val_loss: 0.0311826 | Time: 8221.72 ms [2022-04-07 06:30:18 main:574] : INFO : Epoch 1625 | loss: 0.0311696 | val_loss: 0.031183 | Time: 8657.46 ms [2022-04-07 06:30:26 main:574] : INFO : Epoch 1626 | loss: 0.0311691 | val_loss: 0.0311825 | Time: 8305.55 ms [2022-04-07 06:30:35 main:574] : INFO : Epoch 1627 | loss: 0.0311688 | val_loss: 0.0311824 | Time: 9124.55 ms [2022-04-07 06:30:44 main:574] : INFO : Epoch 1628 | loss: 0.0311682 | val_loss: 0.031185 | Time: 8435.14 ms [2022-04-07 06:30:53 main:574] : INFO : Epoch 1629 | loss: 0.0311724 | val_loss: 0.0311828 | Time: 8714.65 ms [2022-04-07 06:31:02 main:574] : INFO : Epoch 1630 | loss: 0.0311692 | val_loss: 0.0311826 | Time: 9211.95 ms [2022-04-07 06:31:10 main:574] : INFO : Epoch 1631 | loss: 0.0311697 | val_loss: 0.0311818 | Time: 8373.94 ms [2022-04-07 06:31:19 main:574] : INFO : Epoch 1632 | loss: 0.031172 | val_loss: 0.0311796 | Time: 8604.18 ms [2022-04-07 06:31:27 main:574] : INFO : Epoch 1633 | loss: 0.031175 | val_loss: 0.0311792 | Time: 8499.44 ms [2022-04-07 06:31:36 main:574] : INFO : Epoch 1634 | loss: 0.0311748 | val_loss: 0.0311806 | Time: 9175.67 ms [2022-04-07 06:31:46 main:574] : INFO : Epoch 1635 | loss: 0.0311757 | val_loss: 0.0311798 | Time: 9121.47 ms [2022-04-07 06:31:54 main:574] : INFO : Epoch 1636 | loss: 0.031173 | val_loss: 0.0311822 | Time: 8444.2 ms [2022-04-07 06:32:02 main:574] : INFO : Epoch 1637 | loss: 0.0311734 | val_loss: 0.0311813 | Time: 8241.16 ms [2022-04-07 06:32:11 main:574] : INFO : Epoch 1638 | loss: 0.0311762 | val_loss: 0.0311819 | Time: 8926.16 ms [2022-04-07 06:32:20 main:574] : INFO : Epoch 1639 | loss: 0.0311786 | val_loss: 0.0311831 | Time: 8548.76 ms [2022-04-07 06:32:29 main:574] : INFO : Epoch 1640 | loss: 0.031178 | val_loss: 0.0311811 | Time: 8997.07 ms [2022-04-07 06:32:38 main:574] : INFO : Epoch 1641 | loss: 0.0311766 | val_loss: 0.0311815 | Time: 8659.78 ms [2022-04-07 06:32:46 main:574] : INFO : Epoch 1642 | loss: 0.0311767 | val_loss: 0.0311771 | Time: 8510.43 ms [2022-04-07 06:32:54 main:574] : INFO : Epoch 1643 | loss: 0.0311765 | val_loss: 0.0311798 | Time: 8312.28 ms [2022-04-07 06:33:03 main:574] : INFO : Epoch 1644 | loss: 0.0311787 | val_loss: 0.0311814 | Time: 8309.74 ms [2022-04-07 06:33:12 main:574] : INFO : Epoch 1645 | loss: 0.0311807 | val_loss: 0.0311809 | Time: 9114.21 ms [2022-04-07 06:33:20 main:574] : INFO : Epoch 1646 | loss: 0.0311842 | val_loss: 0.0311859 | Time: 8479.2 ms [2022-04-07 06:33:29 main:574] : INFO : Epoch 1647 | loss: 0.0311818 | val_loss: 0.0311856 | Time: 8470.09 ms [2022-04-07 06:33:38 main:574] : INFO : Epoch 1648 | loss: 0.0311784 | val_loss: 0.03118 | Time: 8781.15 ms [2022-04-07 06:33:46 main:574] : INFO : Epoch 1649 | loss: 0.0311779 | val_loss: 0.0311799 | Time: 8678.46 ms [2022-04-07 06:33:55 main:574] : INFO : Epoch 1650 | loss: 0.0311764 | val_loss: 0.0311798 | Time: 8818.07 ms [2022-04-07 06:34:04 main:574] : INFO : Epoch 1651 | loss: 0.031177 | val_loss: 0.0311856 | Time: 8426.5 ms [2022-04-07 06:34:12 main:574] : INFO : Epoch 1652 | loss: 0.0311786 | val_loss: 0.0311835 | Time: 8444.89 ms [2022-04-07 06:34:20 main:574] : INFO : Epoch 1653 | loss: 0.0311808 | val_loss: 0.0311797 | Time: 8424.16 ms [2022-04-07 06:34:29 main:574] : INFO : Epoch 1654 | loss: 0.0311743 | val_loss: 0.0311829 | Time: 8784.42 ms [2022-04-07 06:34:38 main:574] : INFO : Epoch 1655 | loss: 0.0311786 | val_loss: 0.031186 | Time: 8721.56 ms [2022-04-07 06:34:47 main:574] : INFO : Epoch 1656 | loss: 0.0311806 | val_loss: 0.0311863 | Time: 8501.83 ms [2022-04-07 06:34:55 main:574] : INFO : Epoch 1657 | loss: 0.0311858 | val_loss: 0.0311818 | Time: 8809.99 ms [2022-04-07 06:35:04 main:574] : INFO : Epoch 1658 | loss: 0.0311827 | val_loss: 0.0311836 | Time: 8640.49 ms [2022-04-07 06:35:13 main:574] : INFO : Epoch 1659 | loss: 0.0311812 | val_loss: 0.0311811 | Time: 8911.08 ms [2022-04-07 06:35:21 main:574] : INFO : Epoch 1660 | loss: 0.0311803 | val_loss: 0.0311809 | Time: 8060.5 ms [2022-04-07 06:35:30 main:574] : INFO : Epoch 1661 | loss: 0.0311791 | val_loss: 0.0311783 | Time: 8798.02 ms [2022-04-07 06:35:38 main:574] : INFO : Epoch 1662 | loss: 0.03118 | val_loss: 0.0311851 | Time: 7963.35 ms [2022-04-07 06:35:46 main:574] : INFO : Epoch 1663 | loss: 0.0311807 | val_loss: 0.0311786 | Time: 8049.69 ms [2022-04-07 06:35:55 main:574] : INFO : Epoch 1664 | loss: 0.0311807 | val_loss: 0.0311802 | Time: 8901.7 ms [2022-04-07 06:36:03 main:574] : INFO : Epoch 1665 | loss: 0.0311793 | val_loss: 0.0311784 | Time: 8475.45 ms [2022-04-07 06:36:12 main:574] : INFO : Epoch 1666 | loss: 0.0311787 | val_loss: 0.0311783 | Time: 8818.87 ms [2022-04-07 06:36:21 main:574] : INFO : Epoch 1667 | loss: 0.0311773 | val_loss: 0.0311769 | Time: 8671.15 ms [2022-04-07 06:36:29 main:574] : INFO : Epoch 1668 | loss: 0.0311771 | val_loss: 0.0311761 | Time: 7955.73 ms [2022-04-07 06:36:37 main:574] : INFO : Epoch 1669 | loss: 0.0311767 | val_loss: 0.0311775 | Time: 8670.91 ms [2022-04-07 06:36:46 main:574] : INFO : Epoch 1670 | loss: 0.0311792 | val_loss: 0.0311813 | Time: 8736.11 ms [2022-04-07 06:36:55 main:574] : INFO : Epoch 1671 | loss: 0.031181 | val_loss: 0.0311828 | Time: 8825.87 ms [2022-04-07 06:37:03 main:574] : INFO : Epoch 1672 | loss: 0.0311786 | val_loss: 0.0311774 | Time: 8355.85 ms [2022-04-07 06:37:12 main:574] : INFO : Epoch 1673 | loss: 0.031176 | val_loss: 0.03118 | Time: 8439.75 ms [2022-04-07 06:37:21 main:574] : INFO : Epoch 1674 | loss: 0.031176 | val_loss: 0.031176 | Time: 8665.31 ms [2022-04-07 06:37:29 main:574] : INFO : Epoch 1675 | loss: 0.0311756 | val_loss: 0.0311762 | Time: 8548.87 ms [2022-04-07 06:37:38 main:574] : INFO : Epoch 1676 | loss: 0.0311748 | val_loss: 0.0311814 | Time: 8633.33 ms [2022-04-07 06:37:46 main:574] : INFO : Epoch 1677 | loss: 0.0311756 | val_loss: 0.0311766 | Time: 8349.66 ms [2022-04-07 06:37:55 main:574] : INFO : Epoch 1678 | loss: 0.0311762 | val_loss: 0.0311763 | Time: 8529.52 ms [2022-04-07 06:38:03 main:574] : INFO : Epoch 1679 | loss: 0.0311785 | val_loss: 0.031185 | Time: 8454.32 ms [2022-04-07 06:38:12 main:574] : INFO : Epoch 1680 | loss: 0.0311825 | val_loss: 0.0311853 | Time: 8428.03 ms [2022-04-07 06:38:20 main:574] : INFO : Epoch 1681 | loss: 0.0311825 | val_loss: 0.0311876 | Time: 8362.5 ms [2022-04-07 06:38:28 main:574] : INFO : Epoch 1682 | loss: 0.0311835 | val_loss: 0.0311841 | Time: 8196.39 ms [2022-04-07 06:38:37 main:574] : INFO : Epoch 1683 | loss: 0.0311804 | val_loss: 0.0311809 | Time: 8884.61 ms [2022-04-07 06:38:45 main:574] : INFO : Epoch 1684 | loss: 0.0311786 | val_loss: 0.0311796 | Time: 8323.36 ms [2022-04-07 06:38:54 main:574] : INFO : Epoch 1685 | loss: 0.0311773 | val_loss: 0.0311815 | Time: 8795.05 ms [2022-04-07 06:39:03 main:574] : INFO : Epoch 1686 | loss: 0.0311763 | val_loss: 0.0311811 | Time: 8599.77 ms [2022-04-07 06:39:12 main:574] : INFO : Epoch 1687 | loss: 0.0311769 | val_loss: 0.0311795 | Time: 8851.34 ms [2022-04-07 06:39:20 main:574] : INFO : Epoch 1688 | loss: 0.0311782 | val_loss: 0.0311805 | Time: 8437.85 ms [2022-04-07 06:39:29 main:574] : INFO : Epoch 1689 | loss: 0.0311782 | val_loss: 0.031181 | Time: 8566.27 ms [2022-04-07 06:39:37 main:574] : INFO : Epoch 1690 | loss: 0.0311774 | val_loss: 0.0311788 | Time: 8572.47 ms [2022-04-07 06:39:46 main:574] : INFO : Epoch 1691 | loss: 0.0311804 | val_loss: 0.0311813 | Time: 8449.47 ms [2022-04-07 06:39:54 main:574] : INFO : Epoch 1692 | loss: 0.031183 | val_loss: 0.0311816 | Time: 8483.07 ms [2022-04-07 06:40:03 main:574] : INFO : Epoch 1693 | loss: 0.0311833 | val_loss: 0.0311812 | Time: 8295.89 ms [2022-04-07 06:40:10 main:574] : INFO : Epoch 1694 | loss: 0.0311822 | val_loss: 0.0311784 | Time: 7906.19 ms [2022-04-07 06:40:20 main:574] : INFO : Epoch 1695 | loss: 0.0311826 | val_loss: 0.0311807 | Time: 9109.92 ms [2022-04-07 06:40:28 main:574] : INFO : Epoch 1696 | loss: 0.0311802 | val_loss: 0.0311812 | Time: 8362.33 ms [2022-04-07 06:40:37 main:574] : INFO : Epoch 1697 | loss: 0.0311806 | val_loss: 0.0311775 | Time: 8821.82 ms [2022-04-07 06:40:45 main:574] : INFO : Epoch 1698 | loss: 0.0311784 | val_loss: 0.0311817 | Time: 8724.43 ms [2022-04-07 06:40:54 main:574] : INFO : Epoch 1699 | loss: 0.0311807 | val_loss: 0.0311845 | Time: 8629.47 ms [2022-04-07 06:41:03 main:574] : INFO : Epoch 1700 | loss: 0.0311797 | val_loss: 0.0311801 | Time: 8956.88 ms [2022-04-07 06:41:11 main:574] : INFO : Epoch 1701 | loss: 0.0311772 | val_loss: 0.0311781 | Time: 7895 ms [2022-04-07 06:41:20 main:574] : INFO : Epoch 1702 | loss: 0.0311771 | val_loss: 0.0311801 | Time: 8995.93 ms [2022-04-07 06:41:28 main:574] : INFO : Epoch 1703 | loss: 0.031177 | val_loss: 0.0311792 | Time: 8377.43 ms [2022-04-07 06:41:37 main:574] : INFO : Epoch 1704 | loss: 0.031176 | val_loss: 0.0311788 | Time: 8363.89 ms [2022-04-07 06:41:45 main:574] : INFO : Epoch 1705 | loss: 0.0311757 | val_loss: 0.031181 | Time: 8017.42 ms [2022-04-07 06:41:53 main:574] : INFO : Epoch 1706 | loss: 0.0311758 | val_loss: 0.0311819 | Time: 8392.15 ms [2022-04-07 06:42:01 main:574] : INFO : Epoch 1707 | loss: 0.0311745 | val_loss: 0.0311793 | Time: 7803.57 ms [2022-04-07 06:42:09 main:574] : INFO : Epoch 1708 | loss: 0.0311738 | val_loss: 0.0311791 | Time: 8011.11 ms [2022-04-07 06:42:17 main:574] : INFO : Epoch 1709 | loss: 0.0311742 | val_loss: 0.0311788 | Time: 8020.64 ms [2022-04-07 06:42:25 main:574] : INFO : Epoch 1710 | loss: 0.0311747 | val_loss: 0.0311792 | Time: 8026.7 ms [2022-04-07 06:42:33 main:574] : INFO : Epoch 1711 | loss: 0.0311733 | val_loss: 0.0311806 | Time: 7915.94 ms [2022-04-07 06:42:41 main:574] : INFO : Epoch 1712 | loss: 0.0311733 | val_loss: 0.0311799 | Time: 7592.24 ms [2022-04-07 06:42:49 main:574] : INFO : Epoch 1713 | loss: 0.0311737 | val_loss: 0.0311798 | Time: 8458.35 ms [2022-04-07 06:42:57 main:574] : INFO : Epoch 1714 | loss: 0.0311738 | val_loss: 0.0311806 | Time: 7778.37 ms [2022-04-07 06:43:05 main:574] : INFO : Epoch 1715 | loss: 0.0311722 | val_loss: 0.0311798 | Time: 7799.01 ms [2022-04-07 06:43:13 main:574] : INFO : Epoch 1716 | loss: 0.031172 | val_loss: 0.03118 | Time: 8642.98 ms [2022-04-07 06:43:22 main:574] : INFO : Epoch 1717 | loss: 0.031175 | val_loss: 0.0311788 | Time: 8329.59 ms [2022-04-07 06:43:31 main:574] : INFO : Epoch 1718 | loss: 0.0311734 | val_loss: 0.0311808 | Time: 9043.99 ms [2022-04-07 06:43:40 main:574] : INFO : Epoch 1719 | loss: 0.0311746 | val_loss: 0.0311771 | Time: 8759.07 ms [2022-04-07 06:43:48 main:574] : INFO : Epoch 1720 | loss: 0.0311738 | val_loss: 0.0311779 | Time: 8571.47 ms [2022-04-07 06:43:57 main:574] : INFO : Epoch 1721 | loss: 0.031173 | val_loss: 0.0311786 | Time: 8427.39 ms [2022-04-07 06:44:05 main:574] : INFO : Epoch 1722 | loss: 0.0311712 | val_loss: 0.0311772 | Time: 8795.06 ms [2022-04-07 06:44:14 main:574] : INFO : Epoch 1723 | loss: 0.0311717 | val_loss: 0.0311808 | Time: 8107.98 ms [2022-04-07 06:44:22 main:574] : INFO : Epoch 1724 | loss: 0.0311707 | val_loss: 0.0311778 | Time: 8114.75 ms [2022-04-07 06:44:30 main:574] : INFO : Epoch 1725 | loss: 0.0311704 | val_loss: 0.0311785 | Time: 7931.14 ms [2022-04-07 06:44:38 main:574] : INFO : Epoch 1726 | loss: 0.0311712 | val_loss: 0.0311781 | Time: 8032.54 ms [2022-04-07 06:44:46 main:574] : INFO : Epoch 1727 | loss: 0.0311704 | val_loss: 0.0311767 | Time: 8129.5 ms [2022-04-07 06:44:54 main:574] : INFO : Epoch 1728 | loss: 0.0311733 | val_loss: 0.0311785 | Time: 7890.43 ms [2022-04-07 06:45:02 main:574] : INFO : Epoch 1729 | loss: 0.0311729 | val_loss: 0.0311831 | Time: 8184.59 ms [2022-04-07 06:45:20 main:574] : INFO : Epoch 1730 | loss: 0.031173 | val_loss: 0.0311764 | Time: 17975.2 ms [2022-04-07 06:45:27 main:574] : INFO : Epoch 1731 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 6830.03 ms [2022-04-07 06:45:34 main:574] : INFO : Epoch 1732 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 6883.23 ms [2022-04-07 06:45:41 main:574] : INFO : Epoch 1733 | loss: 0.0311706 | val_loss: 0.0311813 | Time: 7682.8 ms [2022-04-07 06:45:49 main:574] : INFO : Epoch 1734 | loss: 0.0311737 | val_loss: 0.0311801 | Time: 7870.16 ms [2022-04-07 06:45:57 main:574] : INFO : Epoch 1735 | loss: 0.0311724 | val_loss: 0.0311767 | Time: 7879.46 ms [2022-04-07 06:46:05 main:574] : INFO : Epoch 1736 | loss: 0.031174 | val_loss: 0.0311769 | Time: 8231.85 ms [2022-04-07 06:46:13 main:574] : INFO : Epoch 1737 | loss: 0.0311756 | val_loss: 0.0311764 | Time: 7744.11 ms [2022-04-07 06:46:21 main:574] : INFO : Epoch 1738 | loss: 0.0311742 | val_loss: 0.0311783 | Time: 7705.96 ms [2022-04-07 06:46:29 main:574] : INFO : Epoch 1739 | loss: 0.0311736 | val_loss: 0.0311808 | Time: 7963.5 ms [2022-04-07 06:46:37 main:574] : INFO : Epoch 1740 | loss: 0.0311748 | val_loss: 0.0311765 | Time: 8388.95 ms [2022-04-07 06:46:46 main:574] : INFO : Epoch 1741 | loss: 0.0311727 | val_loss: 0.0311779 | Time: 8281.79 ms [2022-04-07 06:46:54 main:574] : INFO : Epoch 1742 | loss: 0.0311723 | val_loss: 0.0311763 | Time: 8219.99 ms [2022-04-07 06:47:02 main:574] : INFO : Epoch 1743 | loss: 0.0311726 | val_loss: 0.0311765 | Time: 8067.79 ms [2022-04-07 06:47:10 main:574] : INFO : Epoch 1744 | loss: 0.031172 | val_loss: 0.0311748 | Time: 8205.29 ms [2022-04-07 06:47:17 main:574] : INFO : Epoch 1745 | loss: 0.0311723 | val_loss: 0.0311775 | Time: 7233.44 ms [2022-04-07 06:47:25 main:574] : INFO : Epoch 1746 | loss: 0.0311732 | val_loss: 0.0311761 | Time: 7734.41 ms [2022-04-07 06:47:33 main:574] : INFO : Epoch 1747 | loss: 0.0311718 | val_loss: 0.0311765 | Time: 8215.43 ms [2022-04-07 06:47:41 main:574] : INFO : Epoch 1748 | loss: 0.031171 | val_loss: 0.0311773 | Time: 7858.02 ms [2022-04-07 06:47:49 main:574] : INFO : Epoch 1749 | loss: 0.0311706 | val_loss: 0.0311754 | Time: 8020.44 ms [2022-04-07 06:47:57 main:574] : INFO : Epoch 1750 | loss: 0.0311699 | val_loss: 0.0311777 | Time: 7756.27 ms [2022-04-07 06:48:05 main:574] : INFO : Epoch 1751 | loss: 0.0311722 | val_loss: 0.0311767 | Time: 7813 ms [2022-04-07 06:48:13 main:574] : INFO : Epoch 1752 | loss: 0.031171 | val_loss: 0.0311747 | Time: 7953.31 ms [2022-04-07 06:48:21 main:574] : INFO : Epoch 1753 | loss: 0.0311712 | val_loss: 0.0311803 | Time: 8432.78 ms [2022-04-07 06:48:29 main:574] : INFO : Epoch 1754 | loss: 0.0311721 | val_loss: 0.031181 | Time: 8161.08 ms [2022-04-07 06:48:37 main:574] : INFO : Epoch 1755 | loss: 0.0311739 | val_loss: 0.0311776 | Time: 7603.39 ms [2022-04-07 06:48:45 main:574] : INFO : Epoch 1756 | loss: 0.0311735 | val_loss: 0.0311773 | Time: 7950.33 ms [2022-04-07 06:48:53 main:574] : INFO : Epoch 1757 | loss: 0.0311754 | val_loss: 0.0311836 | Time: 7764.89 ms [2022-04-07 06:49:01 main:574] : INFO : Epoch 1758 | loss: 0.0311737 | val_loss: 0.0311768 | Time: 8058.99 ms [2022-04-07 06:49:09 main:574] : INFO : Epoch 1759 | loss: 0.0311695 | val_loss: 0.0311798 | Time: 8053.64 ms [2022-04-07 06:49:17 main:574] : INFO : Epoch 1760 | loss: 0.0311696 | val_loss: 0.0311745 | Time: 8238.42 ms [2022-04-07 06:49:25 main:574] : INFO : Epoch 1761 | loss: 0.0311686 | val_loss: 0.0311754 | Time: 7835.63 ms [2022-04-07 06:49:33 main:574] : INFO : Epoch 1762 | loss: 0.0311695 | val_loss: 0.0311741 | Time: 7923.77 ms [2022-04-07 06:49:41 main:574] : INFO : Epoch 1763 | loss: 0.0311683 | val_loss: 0.0311734 | Time: 8182.21 ms [2022-04-07 06:49:49 main:574] : INFO : Epoch 1764 | loss: 0.031167 | val_loss: 0.0311744 | Time: 7478.42 ms [2022-04-07 06:49:57 main:574] : INFO : Epoch 1765 | loss: 0.0311665 | val_loss: 0.0311763 | Time: 8178.04 ms [2022-04-07 06:50:05 main:574] : INFO : Epoch 1766 | loss: 0.0311683 | val_loss: 0.031175 | Time: 8170.81 ms [2022-04-07 06:50:13 main:574] : INFO : Epoch 1767 | loss: 0.0311674 | val_loss: 0.0311731 | Time: 7986.3 ms [2022-04-07 06:50:21 main:574] : INFO : Epoch 1768 | loss: 0.0311681 | val_loss: 0.0311776 | Time: 8189.52 ms [2022-04-07 06:50:29 main:574] : INFO : Epoch 1769 | loss: 0.03117 | val_loss: 0.0311735 | Time: 7916.63 ms [2022-04-07 06:50:37 main:574] : INFO : Epoch 1770 | loss: 0.0311679 | val_loss: 0.0311755 | Time: 8145.09 ms [2022-04-07 06:50:45 main:574] : INFO : Epoch 1771 | loss: 0.0311672 | val_loss: 0.0311754 | Time: 7849.27 ms [2022-04-07 06:50:53 main:574] : INFO : Epoch 1772 | loss: 0.0311673 | val_loss: 0.0311738 | Time: 8289.75 ms [2022-04-07 06:51:01 main:574] : INFO : Epoch 1773 | loss: 0.0311664 | val_loss: 0.0311791 | Time: 7931.94 ms [2022-04-07 06:51:09 main:574] : INFO : Epoch 1774 | loss: 0.0311674 | val_loss: 0.0311756 | Time: 7966.67 ms [2022-04-07 06:51:17 main:574] : INFO : Epoch 1775 | loss: 0.0311648 | val_loss: 0.031175 | Time: 8062.54 ms [2022-04-07 06:51:26 main:574] : INFO : Epoch 1776 | loss: 0.0311673 | val_loss: 0.0311737 | Time: 8472.47 ms [2022-04-07 06:51:34 main:574] : INFO : Epoch 1777 | loss: 0.0311677 | val_loss: 0.0311726 | Time: 7967.64 ms [2022-04-07 06:51:42 main:574] : INFO : Epoch 1778 | loss: 0.0311672 | val_loss: 0.0311744 | Time: 7983.58 ms [2022-04-07 06:51:50 main:574] : INFO : Epoch 1779 | loss: 0.0311691 | val_loss: 0.0311728 | Time: 8110.11 ms [2022-04-07 06:51:58 main:574] : INFO : Epoch 1780 | loss: 0.0311682 | val_loss: 0.0311735 | Time: 7898.54 ms [2022-04-07 06:52:06 main:574] : INFO : Epoch 1781 | loss: 0.0311668 | val_loss: 0.0311746 | Time: 8166.32 ms [2022-04-07 06:52:14 main:574] : INFO : Epoch 1782 | loss: 0.0311664 | val_loss: 0.0311727 | Time: 8043.63 ms [2022-04-07 06:52:22 main:574] : INFO : Epoch 1783 | loss: 0.0311664 | val_loss: 0.0311752 | Time: 7557.14 ms [2022-04-07 06:52:30 main:574] : INFO : Epoch 1784 | loss: 0.0311671 | val_loss: 0.0311773 | Time: 8070.03 ms [2022-04-07 06:52:38 main:574] : INFO : Epoch 1785 | loss: 0.031168 | val_loss: 0.0311751 | Time: 8042.01 ms [2022-04-07 06:52:46 main:574] : INFO : Epoch 1786 | loss: 0.0311662 | val_loss: 0.0311748 | Time: 7825.63 ms [2022-04-07 06:52:54 main:574] : INFO : Epoch 1787 | loss: 0.0311663 | val_loss: 0.0311761 | Time: 8190.76 ms [2022-04-07 06:53:02 main:574] : INFO : Epoch 1788 | loss: 0.0311655 | val_loss: 0.0311748 | Time: 8311.23 ms [2022-04-07 06:53:10 main:574] : INFO : Epoch 1789 | loss: 0.0311654 | val_loss: 0.0311764 | Time: 8129.4 ms [2022-04-07 06:53:18 main:574] : INFO : Epoch 1790 | loss: 0.031165 | val_loss: 0.0311752 | Time: 7888.95 ms [2022-04-07 06:53:27 main:574] : INFO : Epoch 1791 | loss: 0.0311649 | val_loss: 0.0311771 | Time: 8148.57 ms [2022-04-07 06:53:34 main:574] : INFO : Epoch 1792 | loss: 0.0311645 | val_loss: 0.0311746 | Time: 7887.22 ms [2022-04-07 06:53:43 main:574] : INFO : Epoch 1793 | loss: 0.031166 | val_loss: 0.0311763 | Time: 8161.39 ms [2022-04-07 06:53:51 main:574] : INFO : Epoch 1794 | loss: 0.0311643 | val_loss: 0.0311758 | Time: 7943.08 ms [2022-04-07 06:53:59 main:574] : INFO : Epoch 1795 | loss: 0.0311646 | val_loss: 0.0311753 | Time: 7972.86 ms [2022-04-07 06:54:07 main:574] : INFO : Epoch 1796 | loss: 0.0311641 | val_loss: 0.0311714 | Time: 8023.18 ms [2022-04-07 06:54:15 main:574] : INFO : Epoch 1797 | loss: 0.0311637 | val_loss: 0.0311742 | Time: 8360.68 ms [2022-04-07 06:54:23 main:574] : INFO : Epoch 1798 | loss: 0.0311641 | val_loss: 0.0311735 | Time: 8080.77 ms [2022-04-07 06:54:31 main:574] : INFO : Epoch 1799 | loss: 0.0311685 | val_loss: 0.0311782 | Time: 8029.88 ms [2022-04-07 06:54:39 main:574] : INFO : Epoch 1800 | loss: 0.0311675 | val_loss: 0.0311758 | Time: 8117.25 ms [2022-04-07 06:54:47 main:574] : INFO : Epoch 1801 | loss: 0.0311655 | val_loss: 0.0311746 | Time: 8014.49 ms [2022-04-07 06:54:55 main:574] : INFO : Epoch 1802 | loss: 0.0311651 | val_loss: 0.031176 | Time: 8085.13 ms [2022-04-07 06:55:03 main:574] : INFO : Epoch 1803 | loss: 0.0311654 | val_loss: 0.0311769 | Time: 7920.54 ms [2022-04-07 06:55:11 main:574] : INFO : Epoch 1804 | loss: 0.0311654 | val_loss: 0.0311744 | Time: 7957.79 ms [2022-04-07 06:55:19 main:574] : INFO : Epoch 1805 | loss: 0.0311668 | val_loss: 0.0311762 | Time: 7971.99 ms [2022-04-07 06:55:27 main:574] : INFO : Epoch 1806 | loss: 0.0311712 | val_loss: 0.0311748 | Time: 7909.52 ms [2022-04-07 06:55:35 main:574] : INFO : Epoch 1807 | loss: 0.0311729 | val_loss: 0.0311735 | Time: 7912.16 ms [2022-04-07 06:55:43 main:574] : INFO : Epoch 1808 | loss: 0.0311737 | val_loss: 0.0311803 | Time: 8008.76 ms [2022-04-07 06:55:51 main:574] : INFO : Epoch 1809 | loss: 0.0311777 | val_loss: 0.0311834 | Time: 7752.74 ms [2022-04-07 06:55:59 main:574] : INFO : Epoch 1810 | loss: 0.0311863 | val_loss: 0.0311908 | Time: 7979.01 ms [2022-04-07 06:56:07 main:574] : INFO : Epoch 1811 | loss: 0.0311947 | val_loss: 0.0311978 | Time: 8315.54 ms [2022-04-07 06:56:15 main:574] : INFO : Epoch 1812 | loss: 0.0311946 | val_loss: 0.0311943 | Time: 8202.83 ms [2022-04-07 06:56:23 main:574] : INFO : Epoch 1813 | loss: 0.0311933 | val_loss: 0.0311934 | Time: 8114.19 ms [2022-04-07 06:56:31 main:574] : INFO : Epoch 1814 | loss: 0.0311926 | val_loss: 0.0311945 | Time: 7111.99 ms [2022-04-07 06:56:38 main:574] : INFO : Epoch 1815 | loss: 0.0311935 | val_loss: 0.0311922 | Time: 7478.31 ms [2022-04-07 06:56:46 main:574] : INFO : Epoch 1816 | loss: 0.0311923 | val_loss: 0.0311926 | Time: 8063.16 ms [2022-04-07 06:56:54 main:574] : INFO : Epoch 1817 | loss: 0.0311924 | val_loss: 0.0311934 | Time: 7802.31 ms [2022-04-07 06:57:01 main:574] : INFO : Epoch 1818 | loss: 0.0311974 | val_loss: 0.0311979 | Time: 7276.48 ms [2022-04-07 06:57:09 main:574] : INFO : Epoch 1819 | loss: 0.0312013 | val_loss: 0.0312007 | Time: 8003.15 ms [2022-04-07 06:57:17 main:574] : INFO : Epoch 1820 | loss: 0.0312002 | val_loss: 0.0311972 | Time: 7641.73 ms [2022-04-07 06:57:25 main:574] : INFO : Epoch 1821 | loss: 0.0311976 | val_loss: 0.0311997 | Time: 7819.37 ms [2022-04-07 06:57:33 main:574] : INFO : Epoch 1822 | loss: 0.0311995 | val_loss: 0.0311948 | Time: 8336.17 ms [2022-04-07 06:57:41 main:574] : INFO : Epoch 1823 | loss: 0.0311984 | val_loss: 0.031195 | Time: 8184.28 ms [2022-04-07 06:57:49 main:574] : INFO : Epoch 1824 | loss: 0.0311977 | val_loss: 0.0311948 | Time: 7883.01 ms [2022-04-07 06:57:57 main:574] : INFO : Epoch 1825 | loss: 0.0311968 | val_loss: 0.0311937 | Time: 8017.08 ms [2022-04-07 06:58:05 main:574] : INFO : Epoch 1826 | loss: 0.0311974 | val_loss: 0.0311939 | Time: 7871.7 ms [2022-04-07 06:58:13 main:574] : INFO : Epoch 1827 | loss: 0.0311955 | val_loss: 0.0311949 | Time: 7950.08 ms [2022-04-07 06:58:21 main:574] : INFO : Epoch 1828 | loss: 0.0311956 | val_loss: 0.0311945 | Time: 8096.41 ms [2022-04-07 06:58:29 main:574] : INFO : Epoch 1829 | loss: 0.0311948 | val_loss: 0.0311945 | Time: 7599.16 ms [2022-04-07 06:58:37 main:574] : INFO : Epoch 1830 | loss: 0.0311942 | val_loss: 0.0311949 | Time: 7995.65 ms [2022-04-07 06:58:45 main:574] : INFO : Epoch 1831 | loss: 0.0311938 | val_loss: 0.0311945 | Time: 8112.54 ms [2022-04-07 06:58:53 main:574] : INFO : Epoch 1832 | loss: 0.0311934 | val_loss: 0.0311953 | Time: 8009.95 ms [2022-04-07 06:59:01 main:574] : INFO : Epoch 1833 | loss: 0.0311947 | val_loss: 0.0311961 | Time: 7806.98 ms [2022-04-07 06:59:09 main:574] : INFO : Epoch 1834 | loss: 0.0311947 | val_loss: 0.0311947 | Time: 7888.94 ms [2022-04-07 06:59:17 main:574] : INFO : Epoch 1835 | loss: 0.031194 | val_loss: 0.0311939 | Time: 8073.98 ms [2022-04-07 06:59:25 main:574] : INFO : Epoch 1836 | loss: 0.0311942 | val_loss: 0.031197 | Time: 8084.29 ms [2022-04-07 06:59:33 main:574] : INFO : Epoch 1837 | loss: 0.0311954 | val_loss: 0.0311955 | Time: 7892.94 ms [2022-04-07 06:59:41 main:574] : INFO : Epoch 1838 | loss: 0.031194 | val_loss: 0.0311959 | Time: 8327.59 ms [2022-04-07 06:59:49 main:574] : INFO : Epoch 1839 | loss: 0.031193 | val_loss: 0.0311953 | Time: 7828.16 ms [2022-04-07 06:59:57 main:574] : INFO : Epoch 1840 | loss: 0.0311927 | val_loss: 0.031194 | Time: 7915.76 ms [2022-04-07 07:00:05 main:574] : INFO : Epoch 1841 | loss: 0.0311935 | val_loss: 0.0311967 | Time: 8173.11 ms [2022-04-07 07:00:13 main:574] : INFO : Epoch 1842 | loss: 0.0311974 | val_loss: 0.0311951 | Time: 8017.04 ms [2022-04-07 07:00:22 main:574] : INFO : Epoch 1843 | loss: 0.0311957 | val_loss: 0.0311945 | Time: 8340.02 ms [2022-04-07 07:00:30 main:574] : INFO : Epoch 1844 | loss: 0.0311959 | val_loss: 0.0311955 | Time: 7993.72 ms [2022-04-07 07:00:38 main:574] : INFO : Epoch 1845 | loss: 0.0311958 | val_loss: 0.0311955 | Time: 8260.59 ms [2022-04-07 07:00:46 main:574] : INFO : Epoch 1846 | loss: 0.0311942 | val_loss: 0.0311949 | Time: 8292.13 ms [2022-04-07 07:00:54 main:574] : INFO : Epoch 1847 | loss: 0.0311941 | val_loss: 0.0311939 | Time: 8369.88 ms [2022-04-07 07:01:03 main:574] : INFO : Epoch 1848 | loss: 0.031194 | val_loss: 0.0311951 | Time: 8118.53 ms [2022-04-07 07:01:11 main:574] : INFO : Epoch 1849 | loss: 0.0311948 | val_loss: 0.0311957 | Time: 8019.04 ms [2022-04-07 07:01:19 main:574] : INFO : Epoch 1850 | loss: 0.0311947 | val_loss: 0.0311977 | Time: 8192.54 ms [2022-04-07 07:01:27 main:574] : INFO : Epoch 1851 | loss: 0.0311947 | val_loss: 0.0311935 | Time: 7977.76 ms [2022-04-07 07:01:35 main:574] : INFO : Epoch 1852 | loss: 0.0311926 | val_loss: 0.031193 | Time: 8214.12 ms [2022-04-07 07:01:43 main:574] : INFO : Epoch 1853 | loss: 0.0311921 | val_loss: 0.0311926 | Time: 7970.38 ms [2022-04-07 07:01:51 main:574] : INFO : Epoch 1854 | loss: 0.0311923 | val_loss: 0.0311951 | Time: 7901.86 ms [2022-04-07 07:01:59 main:574] : INFO : Epoch 1855 | loss: 0.0311931 | val_loss: 0.0311925 | Time: 7595.49 ms [2022-04-07 07:02:06 main:574] : INFO : Epoch 1856 | loss: 0.0311927 | val_loss: 0.0311967 | Time: 7930.97 ms [2022-04-07 07:02:14 main:574] : INFO : Epoch 1857 | loss: 0.0311922 | val_loss: 0.0311918 | Time: 7612.59 ms [2022-04-07 07:02:22 main:574] : INFO : Epoch 1858 | loss: 0.031192 | val_loss: 0.0311936 | Time: 7958.73 ms [2022-04-07 07:02:30 main:574] : INFO : Epoch 1859 | loss: 0.0311921 | val_loss: 0.0311929 | Time: 7810.88 ms [2022-04-07 07:02:38 main:574] : INFO : Epoch 1860 | loss: 0.0311926 | val_loss: 0.0311936 | Time: 8016.84 ms [2022-04-07 07:02:46 main:574] : INFO : Epoch 1861 | loss: 0.0311921 | val_loss: 0.0311937 | Time: 7590.19 ms [2022-04-07 07:02:53 main:574] : INFO : Epoch 1862 | loss: 0.0311927 | val_loss: 0.0311966 | Time: 7934.87 ms [2022-04-07 07:03:02 main:574] : INFO : Epoch 1863 | loss: 0.0311917 | val_loss: 0.0311931 | Time: 8065.26 ms [2022-04-07 07:03:09 main:574] : INFO : Epoch 1864 | loss: 0.0311902 | val_loss: 0.0311928 | Time: 7862.47 ms [2022-04-07 07:03:18 main:574] : INFO : Epoch 1865 | loss: 0.0311888 | val_loss: 0.031194 | Time: 8251.26 ms [2022-04-07 07:03:26 main:574] : INFO : Epoch 1866 | loss: 0.0311889 | val_loss: 0.0311928 | Time: 8371.36 ms [2022-04-07 07:03:34 main:574] : INFO : Epoch 1867 | loss: 0.0311897 | val_loss: 0.0311945 | Time: 7957.49 ms [2022-04-07 07:03:42 main:574] : INFO : Epoch 1868 | loss: 0.0311905 | val_loss: 0.0311919 | Time: 8017.85 ms [2022-04-07 07:03:50 main:574] : INFO : Epoch 1869 | loss: 0.0311896 | val_loss: 0.031188 | Time: 7888.47 ms [2022-04-07 07:03:58 main:574] : INFO : Epoch 1870 | loss: 0.0311858 | val_loss: 0.0311867 | Time: 7905.14 ms [2022-04-07 07:04:06 main:574] : INFO : Epoch 1871 | loss: 0.0311858 | val_loss: 0.031186 | Time: 8142.56 ms [2022-04-07 07:04:14 main:574] : INFO : Epoch 1872 | loss: 0.0311844 | val_loss: 0.0311866 | Time: 8051.29 ms [2022-04-07 07:04:22 main:574] : INFO : Epoch 1873 | loss: 0.031184 | val_loss: 0.0311847 | Time: 8047.15 ms [2022-04-07 07:04:30 main:574] : INFO : Epoch 1874 | loss: 0.0311839 | val_loss: 0.0311855 | Time: 7880.79 ms [2022-04-07 07:04:38 main:574] : INFO : Epoch 1875 | loss: 0.0311833 | val_loss: 0.0311872 | Time: 8018.74 ms [2022-04-07 07:04:47 main:574] : INFO : Epoch 1876 | loss: 0.0311835 | val_loss: 0.0311862 | Time: 8460.38 ms [2022-04-07 07:04:55 main:574] : INFO : Epoch 1877 | loss: 0.0311824 | val_loss: 0.0311864 | Time: 7980.73 ms [2022-04-07 07:05:03 main:574] : INFO : Epoch 1878 | loss: 0.0311825 | val_loss: 0.0311869 | Time: 8091.18 ms [2022-04-07 07:05:11 main:574] : INFO : Epoch 1879 | loss: 0.031182 | val_loss: 0.0311864 | Time: 8073.06 ms [2022-04-07 07:05:19 main:574] : INFO : Epoch 1880 | loss: 0.0311823 | val_loss: 0.0311892 | Time: 8088.41 ms [2022-04-07 07:05:27 main:574] : INFO : Epoch 1881 | loss: 0.0311836 | val_loss: 0.0311853 | Time: 8243.91 ms [2022-04-07 07:05:35 main:574] : INFO : Epoch 1882 | loss: 0.0311819 | val_loss: 0.0311845 | Time: 7743.82 ms [2022-04-07 07:05:42 main:574] : INFO : Epoch 1883 | loss: 0.0311809 | val_loss: 0.0311848 | Time: 7639.86 ms [2022-04-07 07:05:50 main:574] : INFO : Epoch 1884 | loss: 0.031181 | val_loss: 0.0311864 | Time: 7885.41 ms [2022-04-07 07:05:58 main:574] : INFO : Epoch 1885 | loss: 0.0311815 | val_loss: 0.0311852 | Time: 8053.6 ms [2022-04-07 07:06:07 main:574] : INFO : Epoch 1886 | loss: 0.0311813 | val_loss: 0.0311858 | Time: 8224.58 ms [2022-04-07 07:06:15 main:574] : INFO : Epoch 1887 | loss: 0.031181 | val_loss: 0.0311848 | Time: 8060.45 ms [2022-04-07 07:06:23 main:574] : INFO : Epoch 1888 | loss: 0.0311808 | val_loss: 0.0311847 | Time: 7861.44 ms [2022-04-07 07:06:31 main:574] : INFO : Epoch 1889 | loss: 0.0311833 | val_loss: 0.031184 | Time: 8155.18 ms [2022-04-07 07:06:39 main:574] : INFO : Epoch 1890 | loss: 0.0311803 | val_loss: 0.0311845 | Time: 7899.79 ms [2022-04-07 07:06:47 main:574] : INFO : Epoch 1891 | loss: 0.0311821 | val_loss: 0.0311844 | Time: 8062.9 ms [2022-04-07 07:06:55 main:574] : INFO : Epoch 1892 | loss: 0.0311812 | val_loss: 0.0311848 | Time: 7978.1 ms [2022-04-07 07:07:03 main:574] : INFO : Epoch 1893 | loss: 0.0311811 | val_loss: 0.0311849 | Time: 8128.54 ms [2022-04-07 07:07:10 main:574] : INFO : Epoch 1894 | loss: 0.0311801 | val_loss: 0.031185 | Time: 7500.61 ms [2022-04-07 07:07:19 main:574] : INFO : Epoch 1895 | loss: 0.0311811 | val_loss: 0.0311852 | Time: 8246.65 ms [2022-04-07 07:07:27 main:574] : INFO : Epoch 1896 | loss: 0.0311805 | val_loss: 0.0311864 | Time: 7968.66 ms [2022-04-07 07:07:35 main:574] : INFO : Epoch 1897 | loss: 0.0311803 | val_loss: 0.0311923 | Time: 8238.63 ms [2022-04-07 07:07:43 main:574] : INFO : Epoch 1898 | loss: 0.0311798 | val_loss: 0.0311863 | Time: 7978.35 ms [2022-04-07 07:07:51 main:574] : INFO : Epoch 1899 | loss: 0.0311798 | val_loss: 0.0311854 | Time: 8048.71 ms [2022-04-07 07:07:59 main:574] : INFO : Epoch 1900 | loss: 0.0311812 | val_loss: 0.0311867 | Time: 8206.29 ms [2022-04-07 07:08:07 main:574] : INFO : Epoch 1901 | loss: 0.0311813 | val_loss: 0.031191 | Time: 8048.53 ms [2022-04-07 07:08:15 main:574] : INFO : Epoch 1902 | loss: 0.0311814 | val_loss: 0.0311863 | Time: 7594.69 ms [2022-04-07 07:08:23 main:574] : INFO : Epoch 1903 | loss: 0.0311797 | val_loss: 0.0311905 | Time: 8077.41 ms [2022-04-07 07:08:31 main:574] : INFO : Epoch 1904 | loss: 0.0311834 | val_loss: 0.0311907 | Time: 7773.11 ms [2022-04-07 07:08:39 main:574] : INFO : Epoch 1905 | loss: 0.0311804 | val_loss: 0.0311904 | Time: 8006.45 ms [2022-04-07 07:08:47 main:574] : INFO : Epoch 1906 | loss: 0.0311885 | val_loss: 0.0312007 | Time: 7727.49 ms [2022-04-07 07:08:55 main:574] : INFO : Epoch 1907 | loss: 0.0458304 | val_loss: 0.0799473 | Time: 8124.62 ms [2022-04-07 07:09:03 main:574] : INFO : Epoch 1908 | loss: 0.042614 | val_loss: 0.032008 | Time: 8157 ms [2022-04-07 07:09:10 main:574] : INFO : Epoch 1909 | loss: 0.0320952 | val_loss: 0.0314093 | Time: 7639.03 ms [2022-04-07 07:09:18 main:574] : INFO : Epoch 1910 | loss: 0.0313817 | val_loss: 0.0312767 | Time: 7576.22 ms [2022-04-07 07:09:26 main:574] : INFO : Epoch 1911 | loss: 0.0312678 | val_loss: 0.0312469 | Time: 8023.43 ms [2022-04-07 07:09:34 main:574] : INFO : Epoch 1912 | loss: 0.031246 | val_loss: 0.0312393 | Time: 7990.64 ms [2022-04-07 07:09:42 main:574] : INFO : Epoch 1913 | loss: 0.0312406 | val_loss: 0.0312369 | Time: 8134.73 ms [2022-04-07 07:09:50 main:574] : INFO : Epoch 1914 | loss: 0.0312387 | val_loss: 0.0312353 | Time: 7575.24 ms [2022-04-07 07:09:58 main:574] : INFO : Epoch 1915 | loss: 0.0312374 | val_loss: 0.0312342 | Time: 8122.05 ms [2022-04-07 07:10:06 main:574] : INFO : Epoch 1916 | loss: 0.0312364 | val_loss: 0.0312337 | Time: 7987.28 ms [2022-04-07 07:10:14 main:574] : INFO : Epoch 1917 | loss: 0.0312355 | val_loss: 0.0312325 | Time: 7680.1 ms [2022-04-07 07:10:22 main:574] : INFO : Epoch 1918 | loss: 0.0312347 | val_loss: 0.0312314 | Time: 8275.21 ms [2022-04-07 07:10:30 main:574] : INFO : Epoch 1919 | loss: 0.0312339 | val_loss: 0.0312304 | Time: 7864.98 ms [2022-04-07 07:10:38 main:574] : INFO : Epoch 1920 | loss: 0.0312333 | val_loss: 0.0312299 | Time: 7682.85 ms [2022-04-07 07:10:45 main:574] : INFO : Epoch 1921 | loss: 0.0312321 | val_loss: 0.0312287 | Time: 7582.52 ms [2022-04-07 07:10:53 main:574] : INFO : Epoch 1922 | loss: 0.031231 | val_loss: 0.0312276 | Time: 7728.22 ms [2022-04-07 07:11:01 main:574] : INFO : Epoch 1923 | loss: 0.03123 | val_loss: 0.0312266 | Time: 8181.05 ms [2022-04-07 07:11:09 main:574] : INFO : Epoch 1924 | loss: 0.0312289 | val_loss: 0.0312255 | Time: 8099.38 ms [2022-04-07 07:11:17 main:574] : INFO : Epoch 1925 | loss: 0.031228 | val_loss: 0.0312245 | Time: 7929.7 ms [2022-04-07 07:11:25 main:574] : INFO : Epoch 1926 | loss: 0.0312268 | val_loss: 0.0312234 | Time: 8059.4 ms [2022-04-07 07:11:34 main:574] : INFO : Epoch 1927 | loss: 0.031226 | val_loss: 0.0312225 | Time: 8541.17 ms [2022-04-07 07:11:42 main:574] : INFO : Epoch 1928 | loss: 0.0312248 | val_loss: 0.0312215 | Time: 8528.74 ms [2022-04-07 07:11:51 main:574] : INFO : Epoch 1929 | loss: 0.0312235 | val_loss: 0.0312197 | Time: 8495.41 ms [2022-04-07 07:11:59 main:574] : INFO : Epoch 1930 | loss: 0.0312222 | val_loss: 0.0312185 | Time: 7823.5 ms [2022-04-07 07:12:06 main:574] : INFO : Epoch 1931 | loss: 0.0312208 | val_loss: 0.0312169 | Time: 7750.87 ms [2022-04-07 07:12:15 main:574] : INFO : Epoch 1932 | loss: 0.0312186 | val_loss: 0.0312152 | Time: 8210.13 ms [2022-04-07 07:12:23 main:574] : INFO : Epoch 1933 | loss: 0.031217 | val_loss: 0.0312134 | Time: 7997.1 ms [2022-04-07 07:12:31 main:574] : INFO : Epoch 1934 | loss: 0.0312154 | val_loss: 0.0312119 | Time: 8083.93 ms [2022-04-07 07:12:39 main:574] : INFO : Epoch 1935 | loss: 0.0312135 | val_loss: 0.0312104 | Time: 7992.66 ms [2022-04-07 07:12:47 main:574] : INFO : Epoch 1936 | loss: 0.0312121 | val_loss: 0.0312088 | Time: 8039.97 ms [2022-04-07 07:12:55 main:574] : INFO : Epoch 1937 | loss: 0.0312107 | val_loss: 0.0312075 | Time: 7863.22 ms [2022-04-07 07:13:03 main:574] : INFO : Epoch 1938 | loss: 0.0312092 | val_loss: 0.0312062 | Time: 8145.15 ms [2022-04-07 07:13:11 main:574] : INFO : Epoch 1939 | loss: 0.0312078 | val_loss: 0.0312066 | Time: 7915.72 ms [2022-04-07 07:13:19 main:574] : INFO : Epoch 1940 | loss: 0.0312076 | val_loss: 0.031204 | Time: 7934.57 ms [2022-04-07 07:13:27 main:574] : INFO : Epoch 1941 | loss: 0.0312064 | val_loss: 0.0312031 | Time: 8081 ms [2022-04-07 07:13:35 main:574] : INFO : Epoch 1942 | loss: 0.0312047 | val_loss: 0.0312011 | Time: 8111.37 ms [2022-04-07 07:13:43 main:574] : INFO : Epoch 1943 | loss: 0.0312034 | val_loss: 0.0312019 | Time: 7974.89 ms [2022-04-07 07:13:50 main:574] : INFO : Epoch 1944 | loss: 0.0312027 | val_loss: 0.0311998 | Time: 7425.79 ms [2022-04-07 07:13:58 main:574] : INFO : Epoch 1945 | loss: 0.0312018 | val_loss: 0.0311993 | Time: 8031.38 ms [2022-04-07 07:14:06 main:574] : INFO : Epoch 1946 | loss: 0.0312009 | val_loss: 0.0311983 | Time: 8075.43 ms [2022-04-07 07:14:14 main:574] : INFO : Epoch 1947 | loss: 0.0312 | val_loss: 0.0311984 | Time: 7904.56 ms [2022-04-07 07:14:22 main:574] : INFO : Epoch 1948 | loss: 0.0312 | val_loss: 0.0311975 | Time: 7990.06 ms [2022-04-07 07:14:30 main:574] : INFO : Epoch 1949 | loss: 0.031199 | val_loss: 0.0311969 | Time: 8017.18 ms [2022-04-07 07:14:38 main:574] : INFO : Epoch 1950 | loss: 0.0311982 | val_loss: 0.0311967 | Time: 7795.34 ms [2022-04-07 07:14:46 main:574] : INFO : Epoch 1951 | loss: 0.0311977 | val_loss: 0.0311959 | Time: 7702.9 ms [2022-04-07 07:14:54 main:574] : INFO : Epoch 1952 | loss: 0.0311974 | val_loss: 0.0311958 | Time: 7956.27 ms [2022-04-07 07:15:02 main:574] : INFO : Epoch 1953 | loss: 0.0311971 | val_loss: 0.0311951 | Time: 7805.92 ms [2022-04-07 07:15:10 main:574] : INFO : Epoch 1954 | loss: 0.0311968 | val_loss: 0.0311948 | Time: 7776.37 ms [2022-04-07 07:15:17 main:574] : INFO : Epoch 1955 | loss: 0.0311964 | val_loss: 0.0311951 | Time: 7735.85 ms [2022-04-07 07:15:26 main:574] : INFO : Epoch 1956 | loss: 0.0311962 | val_loss: 0.0311942 | Time: 8297.44 ms [2022-04-07 07:15:34 main:574] : INFO : Epoch 1957 | loss: 0.0311957 | val_loss: 0.0311942 | Time: 8085.57 ms [2022-04-07 07:15:42 main:574] : INFO : Epoch 1958 | loss: 0.0311955 | val_loss: 0.0311941 | Time: 7913.6 ms [2022-04-07 07:15:50 main:574] : INFO : Epoch 1959 | loss: 0.0311953 | val_loss: 0.0311938 | Time: 8022.94 ms [2022-04-07 07:15:57 main:574] : INFO : Epoch 1960 | loss: 0.0311953 | val_loss: 0.0311942 | Time: 7790.49 ms [2022-04-07 07:16:06 main:574] : INFO : Epoch 1961 | loss: 0.031195 | val_loss: 0.0311938 | Time: 8047.82 ms [2022-04-07 07:16:14 main:574] : INFO : Epoch 1962 | loss: 0.0311952 | val_loss: 0.0311936 | Time: 8144.76 ms [2022-04-07 07:16:21 main:574] : INFO : Epoch 1963 | loss: 0.0311968 | val_loss: 0.0311951 | Time: 7718.97 ms [2022-04-07 07:16:30 main:574] : INFO : Epoch 1964 | loss: 0.031199 | val_loss: 0.031196 | Time: 8089.41 ms [2022-04-07 07:16:38 main:574] : INFO : Epoch 1965 | loss: 0.0311992 | val_loss: 0.0311958 | Time: 8297.18 ms [2022-04-07 07:16:46 main:574] : INFO : Epoch 1966 | loss: 0.0311988 | val_loss: 0.0311957 | Time: 8174.25 ms [2022-04-07 07:16:54 main:574] : INFO : Epoch 1967 | loss: 0.0311987 | val_loss: 0.0311959 | Time: 8077.58 ms [2022-04-07 07:17:02 main:574] : INFO : Epoch 1968 | loss: 0.0311991 | val_loss: 0.0311968 | Time: 8089.69 ms [2022-04-07 07:17:10 main:574] : INFO : Epoch 1969 | loss: 0.0311998 | val_loss: 0.0311948 | Time: 8180.29 ms [2022-04-07 07:17:18 main:574] : INFO : Epoch 1970 | loss: 0.031198 | val_loss: 0.0311943 | Time: 8016.13 ms [2022-04-07 07:17:26 main:574] : INFO : Epoch 1971 | loss: 0.0311979 | val_loss: 0.0311943 | Time: 7868.77 ms [2022-04-07 07:17:35 main:574] : INFO : Epoch 1972 | loss: 0.0311978 | val_loss: 0.031194 | Time: 8162.69 ms [2022-04-07 07:17:43 main:574] : INFO : Epoch 1973 | loss: 0.0311977 | val_loss: 0.0311942 | Time: 7997.85 ms [2022-04-07 07:17:51 main:574] : INFO : Epoch 1974 | loss: 0.0311975 | val_loss: 0.0311937 | Time: 7976.7 ms [2022-04-07 07:17:58 main:574] : INFO : Epoch 1975 | loss: 0.0311975 | val_loss: 0.0311937 | Time: 7817.96 ms [2022-04-07 07:18:06 main:574] : INFO : Epoch 1976 | loss: 0.0311974 | val_loss: 0.0311941 | Time: 7969.35 ms [2022-04-07 07:18:15 main:574] : INFO : Epoch 1977 | loss: 0.0311977 | val_loss: 0.0311948 | Time: 8177.34 ms [2022-04-07 07:18:22 main:574] : INFO : Epoch 1978 | loss: 0.0311976 | val_loss: 0.0311951 | Time: 7863.71 ms [2022-04-07 07:18:30 main:574] : INFO : Epoch 1979 | loss: 0.0311975 | val_loss: 0.0311951 | Time: 7875.23 ms [2022-04-07 07:18:38 main:574] : INFO : Epoch 1980 | loss: 0.0311975 | val_loss: 0.0311952 | Time: 8064.29 ms [2022-04-07 07:18:46 main:574] : INFO : Epoch 1981 | loss: 0.0311972 | val_loss: 0.0311948 | Time: 8105.82 ms [2022-04-07 07:18:54 main:574] : INFO : Epoch 1982 | loss: 0.0311974 | val_loss: 0.0311946 | Time: 8014.39 ms [2022-04-07 07:19:02 main:574] : INFO : Epoch 1983 | loss: 0.0311986 | val_loss: 0.0311959 | Time: 7925.08 ms [2022-04-07 07:19:10 main:574] : INFO : Epoch 1984 | loss: 0.0311967 | val_loss: 0.0311939 | Time: 7473.36 ms [2022-04-07 07:19:18 main:574] : INFO : Epoch 1985 | loss: 0.0311968 | val_loss: 0.0311938 | Time: 8152.34 ms [2022-04-07 07:19:26 main:574] : INFO : Epoch 1986 | loss: 0.031196 | val_loss: 0.0311939 | Time: 7699.37 ms [2022-04-07 07:19:34 main:574] : INFO : Epoch 1987 | loss: 0.0311966 | val_loss: 0.031194 | Time: 7871.84 ms [2022-04-07 07:19:41 main:574] : INFO : Epoch 1988 | loss: 0.0311966 | val_loss: 0.0311938 | Time: 7636.53 ms [2022-04-07 07:19:49 main:574] : INFO : Epoch 1989 | loss: 0.0311965 | val_loss: 0.031194 | Time: 8023.77 ms [2022-04-07 07:19:57 main:574] : INFO : Epoch 1990 | loss: 0.0311964 | val_loss: 0.0311936 | Time: 7614.24 ms [2022-04-07 07:20:05 main:574] : INFO : Epoch 1991 | loss: 0.0311959 | val_loss: 0.0311935 | Time: 7657.35 ms [2022-04-07 07:20:13 main:574] : INFO : Epoch 1992 | loss: 0.0311958 | val_loss: 0.0311933 | Time: 8163.73 ms [2022-04-07 07:20:21 main:574] : INFO : Epoch 1993 | loss: 0.0311958 | val_loss: 0.0311932 | Time: 8193.41 ms [2022-04-07 07:20:29 main:574] : INFO : Epoch 1994 | loss: 0.0311954 | val_loss: 0.0311928 | Time: 7632.24 ms [2022-04-07 07:20:36 main:574] : INFO : Epoch 1995 | loss: 0.0311956 | val_loss: 0.0311943 | Time: 7386.28 ms [2022-04-07 07:20:44 main:574] : INFO : Epoch 1996 | loss: 0.0311956 | val_loss: 0.0311928 | Time: 7932.98 ms [2022-04-07 07:20:52 main:574] : INFO : Epoch 1997 | loss: 0.0311953 | val_loss: 0.0311926 | Time: 8106.81 ms [2022-04-07 07:21:00 main:574] : INFO : Epoch 1998 | loss: 0.0311965 | val_loss: 0.0311962 | Time: 7814.25 ms [2022-04-07 07:21:08 main:574] : INFO : Epoch 1999 | loss: 0.0311956 | val_loss: 0.0311934 | Time: 8046.27 ms [2022-04-07 07:21:16 main:574] : INFO : Epoch 2000 | loss: 0.031196 | val_loss: 0.0311939 | Time: 7931.38 ms [2022-04-07 07:21:24 main:574] : INFO : Epoch 2001 | loss: 0.0311956 | val_loss: 0.0311931 | Time: 7934.19 ms [2022-04-07 07:21:32 main:574] : INFO : Epoch 2002 | loss: 0.0311968 | val_loss: 0.0311944 | Time: 7986.45 ms [2022-04-07 07:21:40 main:574] : INFO : Epoch 2003 | loss: 0.0311959 | val_loss: 0.0311947 | Time: 7696.98 ms [2022-04-07 07:21:48 main:574] : INFO : Epoch 2004 | loss: 0.0311955 | val_loss: 0.0311932 | Time: 8032.5 ms [2022-04-07 07:21:56 main:574] : INFO : Epoch 2005 | loss: 0.0311959 | val_loss: 0.0311926 | Time: 7984.46 ms [2022-04-07 07:22:04 main:574] : INFO : Epoch 2006 | loss: 0.0311952 | val_loss: 0.0311924 | Time: 7906.42 ms [2022-04-07 07:22:12 main:574] : INFO : Epoch 2007 | loss: 0.0311955 | val_loss: 0.0311922 | Time: 8010.44 ms [2022-04-07 07:22:20 main:574] : INFO : Epoch 2008 | loss: 0.0311984 | val_loss: 0.0311953 | Time: 8295.18 ms [2022-04-07 07:22:27 main:574] : INFO : Epoch 2009 | loss: 0.0312006 | val_loss: 0.0311943 | Time: 7378.08 ms [2022-04-07 07:22:36 main:574] : INFO : Epoch 2010 | loss: 0.0311988 | val_loss: 0.0311957 | Time: 8308.42 ms [2022-04-07 07:22:44 main:574] : INFO : Epoch 2011 | loss: 0.0312001 | val_loss: 0.0311954 | Time: 7891.18 ms [2022-04-07 07:22:51 main:574] : INFO : Epoch 2012 | loss: 0.0311984 | val_loss: 0.0311943 | Time: 7422.37 ms [2022-04-07 07:22:59 main:574] : INFO : Epoch 2013 | loss: 0.0311976 | val_loss: 0.0311951 | Time: 8008.65 ms [2022-04-07 07:23:07 main:574] : INFO : Epoch 2014 | loss: 0.0311974 | val_loss: 0.031194 | Time: 7823.39 ms [2022-04-07 07:23:15 main:574] : INFO : Epoch 2015 | loss: 0.0311972 | val_loss: 0.0311938 | Time: 7911.09 ms [2022-04-07 07:23:23 main:574] : INFO : Epoch 2016 | loss: 0.0311974 | val_loss: 0.0311939 | Time: 7916.81 ms [2022-04-07 07:23:30 main:574] : INFO : Epoch 2017 | loss: 0.0311969 | val_loss: 0.0311932 | Time: 7603.03 ms [2022-04-07 07:23:38 main:574] : INFO : Epoch 2018 | loss: 0.031197 | val_loss: 0.0311941 | Time: 8142.46 ms [2022-04-07 07:23:46 main:574] : INFO : Epoch 2019 | loss: 0.0311969 | val_loss: 0.0311952 | Time: 7871.3 ms [2022-04-07 07:23:54 main:574] : INFO : Epoch 2020 | loss: 0.0311972 | val_loss: 0.0311933 | Time: 7756.91 ms [2022-04-07 07:24:02 main:574] : INFO : Epoch 2021 | loss: 0.0311967 | val_loss: 0.0311941 | Time: 7928.13 ms [2022-04-07 07:24:10 main:574] : INFO : Epoch 2022 | loss: 0.0311969 | val_loss: 0.0311932 | Time: 8067.22 ms [2022-04-07 07:24:18 main:574] : INFO : Epoch 2023 | loss: 0.0311964 | val_loss: 0.0311938 | Time: 8256.43 ms [2022-04-07 07:24:26 main:574] : INFO : Epoch 2024 | loss: 0.0311979 | val_loss: 0.031194 | Time: 7782.84 ms [2022-04-07 07:24:34 main:574] : INFO : Epoch 2025 | loss: 0.0311974 | val_loss: 0.0311939 | Time: 8147.4 ms [2022-04-07 07:24:41 main:574] : INFO : Epoch 2026 | loss: 0.031198 | val_loss: 0.0311938 | Time: 6798.8 ms [2022-04-07 07:24:49 main:574] : INFO : Epoch 2027 | loss: 0.0311972 | val_loss: 0.0311941 | Time: 7315.99 ms [2022-04-07 07:24:57 main:574] : INFO : Epoch 2028 | loss: 0.0311977 | val_loss: 0.0311937 | Time: 8154.49 ms [2022-04-07 07:25:05 main:574] : INFO : Epoch 2029 | loss: 0.0311979 | val_loss: 0.0311927 | Time: 8150.22 ms [2022-04-07 07:25:13 main:574] : INFO : Epoch 2030 | loss: 0.0311969 | val_loss: 0.0311918 | Time: 8148.4 ms [2022-04-07 07:25:21 main:574] : INFO : Epoch 2031 | loss: 0.0311971 | val_loss: 0.0311913 | Time: 7903.61 ms [2022-04-07 07:25:29 main:574] : INFO : Epoch 2032 | loss: 0.0311966 | val_loss: 0.0311908 | Time: 7828.03 ms [2022-04-07 07:25:37 main:574] : INFO : Epoch 2033 | loss: 0.0311966 | val_loss: 0.0311919 | Time: 8206.61 ms [2022-04-07 07:25:45 main:574] : INFO : Epoch 2034 | loss: 0.0311975 | val_loss: 0.0311919 | Time: 8052.5 ms [2022-04-07 07:25:53 main:574] : INFO : Epoch 2035 | loss: 0.0311968 | val_loss: 0.0311909 | Time: 7736.53 ms [2022-04-07 07:26:01 main:574] : INFO : Epoch 2036 | loss: 0.0311965 | val_loss: 0.0311908 | Time: 7941.13 ms [2022-04-07 07:26:09 main:574] : INFO : Epoch 2037 | loss: 0.0311968 | val_loss: 0.0311909 | Time: 8133.64 ms [2022-04-07 07:26:17 main:574] : INFO : Epoch 2038 | loss: 0.0311966 | val_loss: 0.0311909 | Time: 8185.58 ms [2022-04-07 07:26:25 main:574] : INFO : Epoch 2039 | loss: 0.0311969 | val_loss: 0.0311913 | Time: 7781.96 ms [2022-04-07 07:26:33 main:574] : INFO : Epoch 2040 | loss: 0.0311964 | val_loss: 0.0311907 | Time: 8164.84 ms [2022-04-07 07:26:41 main:574] : INFO : Epoch 2041 | loss: 0.0311967 | val_loss: 0.031192 | Time: 8119.08 ms [2022-04-07 07:26:49 main:574] : INFO : Epoch 2042 | loss: 0.0311964 | val_loss: 0.0311907 | Time: 8124.28 ms [2022-04-07 07:26:57 main:574] : INFO : Epoch 2043 | loss: 0.0311964 | val_loss: 0.0311912 | Time: 7802.18 ms [2022-04-07 07:27:06 main:574] : INFO : Epoch 2044 | loss: 0.0311968 | val_loss: 0.0311928 | Time: 8251.23 ms [2022-04-07 07:27:13 main:574] : INFO : Epoch 2045 | loss: 0.0311968 | val_loss: 0.0311909 | Time: 7601.34 ms [2022-04-07 07:27:21 main:574] : INFO : Epoch 2046 | loss: 0.0311961 | val_loss: 0.0311907 | Time: 8017.57 ms [2022-04-07 07:27:29 main:574] : INFO : Epoch 2047 | loss: 0.031197 | val_loss: 0.0311943 | Time: 7823.15 ms [2022-04-07 07:27:37 main:574] : INFO : Epoch 2048 | loss: 0.0311987 | val_loss: 0.0311922 | Time: 8188.15 ms [2022-04-07 07:27:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311922 [2022-04-07 07:27:37 main:603] : INFO : Saving end state to config to file [2022-04-07 07:27:37 main:608] : INFO : Success, exiting.. 07:27:37 (11908): 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)