Task 14282679
| Name | ParityModified-1647046201-19356-3-0_0 |
| Workunit | 11337222 |
| Created | 3 Apr 2022, 2:51:17 UTC |
| Sent | 8 Apr 2022, 13:12:21 UTC |
| Report deadline | 16 Apr 2022, 13:12:21 UTC |
| Received | 8 Apr 2022, 16:02:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 335 |
| Run time | 1 hours 25 min 11 sec |
| CPU time | 1 hours 24 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,806.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311735 | val_loss: 0.0311816 | Time: 2503.11 ms
[2022-04-08 11:41:11 main:574] : INFO : Epoch 1543 | loss: 0.0311737 | val_loss: 0.0311844 | Time: 2452.04 ms
[2022-04-08 11:41:13 main:574] : INFO : Epoch 1544 | loss: 0.031174 | val_loss: 0.0311811 | Time: 2502.88 ms
[2022-04-08 11:41:16 main:574] : INFO : Epoch 1545 | loss: 0.0311758 | val_loss: 0.0311805 | Time: 2462.28 ms
[2022-04-08 11:41:18 main:574] : INFO : Epoch 1546 | loss: 0.0311891 | val_loss: 0.0313048 | Time: 2487.78 ms
[2022-04-08 11:41:21 main:574] : INFO : Epoch 1547 | loss: 0.0333333 | val_loss: 0.0318756 | Time: 2488.94 ms
[2022-04-08 11:41:23 main:574] : INFO : Epoch 1548 | loss: 0.031495 | val_loss: 0.031261 | Time: 2502.05 ms
[2022-04-08 11:41:26 main:574] : INFO : Epoch 1549 | loss: 0.0312384 | val_loss: 0.031208 | Time: 2458.33 ms
[2022-04-08 11:41:28 main:574] : INFO : Epoch 1550 | loss: 0.031189 | val_loss: 0.0311852 | Time: 2475.06 ms
[2022-04-08 11:41:31 main:574] : INFO : Epoch 1551 | loss: 0.0311796 | val_loss: 0.0311852 | Time: 2502.85 ms
[2022-04-08 11:41:33 main:574] : INFO : Epoch 1552 | loss: 0.0311765 | val_loss: 0.0311831 | Time: 2460.04 ms
[2022-04-08 11:41:36 main:574] : INFO : Epoch 1553 | loss: 0.0311763 | val_loss: 0.0311815 | Time: 2486.71 ms
[2022-04-08 11:41:38 main:574] : INFO : Epoch 1554 | loss: 0.0311753 | val_loss: 0.0311803 | Time: 2487.16 ms
[2022-04-08 11:41:41 main:574] : INFO : Epoch 1555 | loss: 0.0311739 | val_loss: 0.0311805 | Time: 2480.56 ms
[2022-04-08 11:41:43 main:574] : INFO : Epoch 1556 | loss: 0.0311729 | val_loss: 0.0311797 | Time: 2451.22 ms
[2022-04-08 11:41:45 main:574] : INFO : Epoch 1557 | loss: 0.0311728 | val_loss: 0.0311805 | Time: 2505.87 ms
[2022-04-08 11:41:48 main:574] : INFO : Epoch 1558 | loss: 0.0311724 | val_loss: 0.0311806 | Time: 2462.11 ms
[2022-04-08 11:41:50 main:574] : INFO : Epoch 1559 | loss: 0.0311718 | val_loss: 0.0311815 | Time: 2466.59 ms
[2022-04-08 11:41:53 main:574] : INFO : Epoch 1560 | loss: 0.0311738 | val_loss: 0.031182 | Time: 2487.69 ms
[2022-04-08 11:41:55 main:574] : INFO : Epoch 1561 | loss: 0.0311723 | val_loss: 0.0311805 | Time: 2467.85 ms
[2022-04-08 11:41:58 main:574] : INFO : Epoch 1562 | loss: 0.0311719 | val_loss: 0.0311838 | Time: 2506.82 ms
[2022-04-08 11:42:00 main:574] : INFO : Epoch 1563 | loss: 0.0311715 | val_loss: 0.0311813 | Time: 2486.8 ms
[2022-04-08 11:42:03 main:574] : INFO : Epoch 1564 | loss: 0.0311721 | val_loss: 0.0311839 | Time: 2440.35 ms
[2022-04-08 11:42:05 main:574] : INFO : Epoch 1565 | loss: 0.0311737 | val_loss: 0.0311833 | Time: 2504.31 ms
[2022-04-08 11:42:08 main:574] : INFO : Epoch 1566 | loss: 0.031172 | val_loss: 0.0311858 | Time: 2495.92 ms
[2022-04-08 11:42:10 main:574] : INFO : Epoch 1567 | loss: 0.0311718 | val_loss: 0.0311815 | Time: 2512.75 ms
[2022-04-08 11:42:13 main:574] : INFO : Epoch 1568 | loss: 0.0311708 | val_loss: 0.0311809 | Time: 2464.96 ms
[2022-04-08 11:42:15 main:574] : INFO : Epoch 1569 | loss: 0.0311698 | val_loss: 0.0311812 | Time: 2473.23 ms
[2022-04-08 11:42:18 main:574] : INFO : Epoch 1570 | loss: 0.0311698 | val_loss: 0.0311813 | Time: 2463.91 ms
[2022-04-08 11:42:20 main:574] : INFO : Epoch 1571 | loss: 0.0311695 | val_loss: 0.0311827 | Time: 2477.71 ms
[2022-04-08 11:42:23 main:574] : INFO : Epoch 1572 | loss: 0.0311704 | val_loss: 0.0311802 | Time: 2510.72 ms
[2022-04-08 11:42:25 main:574] : INFO : Epoch 1573 | loss: 0.0311696 | val_loss: 0.0311821 | Time: 2487.94 ms
[2022-04-08 11:42:28 main:574] : INFO : Epoch 1574 | loss: 0.0311695 | val_loss: 0.0311798 | Time: 2482.17 ms
[2022-04-08 11:42:30 main:574] : INFO : Epoch 1575 | loss: 0.0311682 | val_loss: 0.0311794 | Time: 2486.52 ms
[2022-04-08 11:42:33 main:574] : INFO : Epoch 1576 | loss: 0.0311685 | val_loss: 0.0311799 | Time: 2456.97 ms
[2022-04-08 11:42:35 main:574] : INFO : Epoch 1577 | loss: 0.0311674 | val_loss: 0.0311818 | Time: 2504.82 ms
[2022-04-08 11:42:38 main:574] : INFO : Epoch 1578 | loss: 0.0311692 | val_loss: 0.0311842 | Time: 2482.19 ms
[2022-04-08 11:42:40 main:574] : INFO : Epoch 1579 | loss: 0.0311697 | val_loss: 0.0311802 | Time: 2502.56 ms
[2022-04-08 11:42:43 main:574] : INFO : Epoch 1580 | loss: 0.031169 | val_loss: 0.0311811 | Time: 2499.82 ms
[2022-04-08 11:42:45 main:574] : INFO : Epoch 1581 | loss: 0.031169 | val_loss: 0.0311795 | Time: 2461.88 ms
[2022-04-08 11:42:48 main:574] : INFO : Epoch 1582 | loss: 0.0311692 | val_loss: 0.0311809 | Time: 2479.63 ms
[2022-04-08 11:42:50 main:574] : INFO : Epoch 1583 | loss: 0.0311694 | val_loss: 0.0311842 | Time: 2493.33 ms
[2022-04-08 11:42:53 main:574] : INFO : Epoch 1584 | loss: 0.0311742 | val_loss: 0.0311808 | Time: 2487.43 ms
[2022-04-08 11:42:55 main:574] : INFO : Epoch 1585 | loss: 0.0311733 | val_loss: 0.031181 | Time: 2515.07 ms
[2022-04-08 11:42:58 main:574] : INFO : Epoch 1586 | loss: 0.031173 | val_loss: 0.0311826 | Time: 2483.23 ms
[2022-04-08 11:43:00 main:574] : INFO : Epoch 1587 | loss: 0.0311729 | val_loss: 0.0311838 | Time: 2510.95 ms
[2022-04-08 11:43:03 main:574] : INFO : Epoch 1588 | loss: 0.031171 | val_loss: 0.0311798 | Time: 2506.82 ms
[2022-04-08 11:43:05 main:574] : INFO : Epoch 1589 | loss: 0.0311712 | val_loss: 0.031181 | Time: 2466.19 ms
[2022-04-08 11:43:08 main:574] : INFO : Epoch 1590 | loss: 0.0311691 | val_loss: 0.0311824 | Time: 2464.72 ms
[2022-04-08 11:43:10 main:574] : INFO : Epoch 1591 | loss: 0.0311698 | val_loss: 0.031182 | Time: 2487.5 ms
[2022-04-08 11:43:13 main:574] : INFO : Epoch 1592 | loss: 0.0311708 | val_loss: 0.031182 | Time: 2515.71 ms
[2022-04-08 11:43:15 main:574] : INFO : Epoch 1593 | loss: 0.0311712 | val_loss: 0.031181 | Time: 2507.79 ms
[2022-04-08 11:43:18 main:574] : INFO : Epoch 1594 | loss: 0.0311692 | val_loss: 0.0311858 | Time: 2480.12 ms
[2022-04-08 11:43:20 main:574] : INFO : Epoch 1595 | loss: 0.031169 | val_loss: 0.0311823 | Time: 2479.33 ms
[2022-04-08 11:43:23 main:574] : INFO : Epoch 1596 | loss: 0.0311674 | val_loss: 0.0311826 | Time: 2489.67 ms
[2022-04-08 11:43:25 main:574] : INFO : Epoch 1597 | loss: 0.0311672 | val_loss: 0.0311803 | Time: 2496.14 ms
[2022-04-08 11:43:27 main:574] : INFO : Epoch 1598 | loss: 0.0311685 | val_loss: 0.0311819 | Time: 2494.55 ms
[2022-04-08 11:43:30 main:574] : INFO : Epoch 1599 | loss: 0.031167 | val_loss: 0.0311822 | Time: 2504.31 ms
[2022-04-08 11:43:32 main:574] : INFO : Epoch 1600 | loss: 0.0311688 | val_loss: 0.0311857 | Time: 2486.36 ms
[2022-04-08 11:43:35 main:574] : INFO : Epoch 1601 | loss: 0.0311717 | val_loss: 0.0311838 | Time: 2491.97 ms
[2022-04-08 11:43:37 main:574] : INFO : Epoch 1602 | loss: 0.0311699 | val_loss: 0.031183 | Time: 2495.23 ms
[2022-04-08 11:43:40 main:574] : INFO : Epoch 1603 | loss: 0.0311695 | val_loss: 0.03119 | Time: 2490.78 ms
[2022-04-08 11:43:42 main:574] : INFO : Epoch 1604 | loss: 0.0311738 | val_loss: 0.0311859 | Time: 2514.26 ms
[2022-04-08 11:43:45 main:574] : INFO : Epoch 1605 | loss: 0.0311763 | val_loss: 0.0311852 | Time: 2479.89 ms
[2022-04-08 11:43:47 main:574] : INFO : Epoch 1606 | loss: 0.0311717 | val_loss: 0.0311825 | Time: 2476.69 ms
[2022-04-08 11:43:50 main:574] : INFO : Epoch 1607 | loss: 0.0311698 | val_loss: 0.0311814 | Time: 2499.36 ms
[2022-04-08 11:43:52 main:574] : INFO : Epoch 1608 | loss: 0.0311689 | val_loss: 0.0311872 | Time: 2510.77 ms
[2022-04-08 11:43:55 main:574] : INFO : Epoch 1609 | loss: 0.0311692 | val_loss: 0.0311839 | Time: 2500.43 ms
[2022-04-08 11:43:57 main:574] : INFO : Epoch 1610 | loss: 0.0311682 | val_loss: 0.0311834 | Time: 2484.94 ms
[2022-04-08 11:44:00 main:574] : INFO : Epoch 1611 | loss: 0.0311677 | val_loss: 0.0311834 | Time: 2478.4 ms
[2022-04-08 11:44:02 main:574] : INFO : Epoch 1612 | loss: 0.0311672 | val_loss: 0.0311844 | Time: 2479.41 ms
[2022-04-08 11:44:05 main:574] : INFO : Epoch 1613 | loss: 0.0311662 | val_loss: 0.0311832 | Time: 2503.24 ms
[2022-04-08 11:44:07 main:574] : INFO : Epoch 1614 | loss: 0.0311668 | val_loss: 0.0311852 | Time: 2500.73 ms
[2022-04-08 11:44:10 main:574] : INFO : Epoch 1615 | loss: 0.0311678 | val_loss: 0.0311837 | Time: 2460.22 ms
[2022-04-08 11:44:12 main:574] : INFO : Epoch 1616 | loss: 0.031169 | val_loss: 0.031186 | Time: 2487.58 ms
[2022-04-08 11:44:15 main:574] : INFO : Epoch 1617 | loss: 0.031169 | val_loss: 0.0311864 | Time: 2488.5 ms
[2022-04-08 11:44:17 main:574] : INFO : Epoch 1618 | loss: 0.0311691 | val_loss: 0.0311855 | Time: 2521.05 ms
[2022-04-08 11:44:20 main:574] : INFO : Epoch 1619 | loss: 0.0311674 | val_loss: 0.0311825 | Time: 2500.55 ms
[2022-04-08 11:44:22 main:574] : INFO : Epoch 1620 | loss: 0.0311678 | val_loss: 0.0311838 | Time: 2490.83 ms
[2022-04-08 11:44:25 main:574] : INFO : Epoch 1621 | loss: 0.0311672 | val_loss: 0.031183 | Time: 2490.44 ms
[2022-04-08 11:44:27 main:574] : INFO : Epoch 1622 | loss: 0.0311668 | val_loss: 0.0311838 | Time: 2482.01 ms
[2022-04-08 11:44:30 main:574] : INFO : Epoch 1623 | loss: 0.0311665 | val_loss: 0.0311819 | Time: 2474.1 ms
[2022-04-08 11:44:32 main:574] : INFO : Epoch 1624 | loss: 0.0311661 | val_loss: 0.0311829 | Time: 2494.89 ms
[2022-04-08 11:44:35 main:574] : INFO : Epoch 1625 | loss: 0.0311663 | val_loss: 0.0311855 | Time: 2476.61 ms
[2022-04-08 11:44:37 main:574] : INFO : Epoch 1626 | loss: 0.0311694 | val_loss: 0.0311863 | Time: 2488.5 ms
[2022-04-08 11:44:40 main:574] : INFO : Epoch 1627 | loss: 0.0311687 | val_loss: 0.0311831 | Time: 2492.9 ms
[2022-04-08 11:44:42 main:574] : INFO : Epoch 1628 | loss: 0.0311667 | val_loss: 0.0311836 | Time: 2476.52 ms
[2022-04-08 11:44:45 main:574] : INFO : Epoch 1629 | loss: 0.0311682 | val_loss: 0.031185 | Time: 2484.06 ms
[2022-04-08 11:44:47 main:574] : INFO : Epoch 1630 | loss: 0.0311683 | val_loss: 0.0311849 | Time: 2506.35 ms
[2022-04-08 11:44:50 main:574] : INFO : Epoch 1631 | loss: 0.0311693 | val_loss: 0.0311838 | Time: 2495.82 ms
[2022-04-08 11:44:52 main:574] : INFO : Epoch 1632 | loss: 0.0311686 | val_loss: 0.0311845 | Time: 2499.67 ms
[2022-04-08 11:44:55 main:574] : INFO : Epoch 1633 | loss: 0.0311695 | val_loss: 0.0311837 | Time: 2517.72 ms
[2022-04-08 11:44:57 main:574] : INFO : Epoch 1634 | loss: 0.0311687 | val_loss: 0.0311823 | Time: 2505.6 ms
[2022-04-08 11:45:00 main:574] : INFO : Epoch 1635 | loss: 0.0311676 | val_loss: 0.0311828 | Time: 2497.9 ms
[2022-04-08 11:45:02 main:574] : INFO : Epoch 1636 | loss: 0.0311664 | val_loss: 0.0311818 | Time: 2514.66 ms
[2022-04-08 11:45:05 main:574] : INFO : Epoch 1637 | loss: 0.0311661 | val_loss: 0.0311805 | Time: 2507.04 ms
[2022-04-08 11:45:07 main:574] : INFO : Epoch 1638 | loss: 0.0311653 | val_loss: 0.0311838 | Time: 2518.33 ms
[2022-04-08 11:45:10 main:574] : INFO : Epoch 1639 | loss: 0.0311647 | val_loss: 0.031182 | Time: 2514.06 ms
[2022-04-08 11:45:12 main:574] : INFO : Epoch 1640 | loss: 0.0311659 | val_loss: 0.0311821 | Time: 2484.07 ms
[2022-04-08 11:45:15 main:574] : INFO : Epoch 1641 | loss: 0.0311681 | val_loss: 0.0311859 | Time: 2487.41 ms
[2022-04-08 11:45:17 main:574] : INFO : Epoch 1642 | loss: 0.0311712 | val_loss: 0.0311806 | Time: 2508.9 ms
[2022-04-08 11:45:20 main:574] : INFO : Epoch 1643 | loss: 0.0311683 | val_loss: 0.0311823 | Time: 2489.98 ms
[2022-04-08 11:45:22 main:574] : INFO : Epoch 1644 | loss: 0.0311668 | val_loss: 0.0311856 | Time: 2484.47 ms
[2022-04-08 11:45:25 main:574] : INFO : Epoch 1645 | loss: 0.0311663 | val_loss: 0.0311849 | Time: 2492.9 ms
[2022-04-08 11:45:27 main:574] : INFO : Epoch 1646 | loss: 0.0311652 | val_loss: 0.0311818 | Time: 2505.16 ms
[2022-04-08 11:45:30 main:574] : INFO : Epoch 1647 | loss: 0.0311653 | val_loss: 0.0311815 | Time: 2492.49 ms
[2022-04-08 11:45:32 main:574] : INFO : Epoch 1648 | loss: 0.0311657 | val_loss: 0.0311825 | Time: 2460.54 ms
[2022-04-08 11:45:35 main:574] : INFO : Epoch 1649 | loss: 0.0311651 | val_loss: 0.0311834 | Time: 2502.42 ms
[2022-04-08 11:45:37 main:574] : INFO : Epoch 1650 | loss: 0.0311674 | val_loss: 0.031186 | Time: 2485.15 ms
[2022-04-08 11:45:40 main:574] : INFO : Epoch 1651 | loss: 0.0311694 | val_loss: 0.0311833 | Time: 2465.41 ms
[2022-04-08 11:45:42 main:574] : INFO : Epoch 1652 | loss: 0.0311696 | val_loss: 0.0311841 | Time: 2483.73 ms
[2022-04-08 11:45:45 main:574] : INFO : Epoch 1653 | loss: 0.0311669 | val_loss: 0.0311841 | Time: 2512.46 ms
[2022-04-08 11:45:47 main:574] : INFO : Epoch 1654 | loss: 0.0311652 | val_loss: 0.0311822 | Time: 2496.03 ms
[2022-04-08 11:45:50 main:574] : INFO : Epoch 1655 | loss: 0.031166 | val_loss: 0.0311805 | Time: 2529.12 ms
[2022-04-08 11:45:52 main:574] : INFO : Epoch 1656 | loss: 0.031166 | val_loss: 0.0311808 | Time: 2468.47 ms
[2022-04-08 11:45:55 main:574] : INFO : Epoch 1657 | loss: 0.0311647 | val_loss: 0.0311834 | Time: 2493.84 ms
[2022-04-08 11:45:57 main:574] : INFO : Epoch 1658 | loss: 0.0311652 | val_loss: 0.0311808 | Time: 2507 ms
[2022-04-08 11:46:00 main:574] : INFO : Epoch 1659 | loss: 0.0311662 | val_loss: 0.0311792 | Time: 2499.72 ms
[2022-04-08 11:46:02 main:574] : INFO : Epoch 1660 | loss: 0.0311654 | val_loss: 0.0311811 | Time: 2496.05 ms
[2022-04-08 11:46:05 main:574] : INFO : Epoch 1661 | loss: 0.0311653 | val_loss: 0.03118 | Time: 2493.67 ms
[2022-04-08 11:46:07 main:574] : INFO : Epoch 1662 | loss: 0.0311645 | val_loss: 0.0311794 | Time: 2517.37 ms
[2022-04-08 11:46:10 main:574] : INFO : Epoch 1663 | loss: 0.0311645 | val_loss: 0.0311809 | Time: 2506.84 ms
[2022-04-08 11:46:12 main:574] : INFO : Epoch 1664 | loss: 0.0311641 | val_loss: 0.0311791 | Time: 2502.22 ms
[2022-04-08 11:46:15 main:574] : INFO : Epoch 1665 | loss: 0.0311645 | val_loss: 0.03118 | Time: 2500.68 ms
[2022-04-08 11:46:17 main:574] : INFO : Epoch 1666 | loss: 0.031163 | val_loss: 0.0311795 | Time: 2521.54 ms
[2022-04-08 11:46:20 main:574] : INFO : Epoch 1667 | loss: 0.0311642 | val_loss: 0.0311877 | Time: 2544.79 ms
[2022-04-08 11:46:22 main:574] : INFO : Epoch 1668 | loss: 0.0311645 | val_loss: 0.031178 | Time: 2530.48 ms
[2022-04-08 11:46:25 main:574] : INFO : Epoch 1669 | loss: 0.0311642 | val_loss: 0.0311815 | Time: 2497.14 ms
[2022-04-08 11:46:27 main:574] : INFO : Epoch 1670 | loss: 0.0311648 | val_loss: 0.0311836 | Time: 2469.21 ms
[2022-04-08 11:46:30 main:574] : INFO : Epoch 1671 | loss: 0.0311682 | val_loss: 0.0311811 | Time: 2507.33 ms
[2022-04-08 11:46:32 main:574] : INFO : Epoch 1672 | loss: 0.0311674 | val_loss: 0.0311815 | Time: 2501.89 ms
[2022-04-08 11:46:35 main:574] : INFO : Epoch 1673 | loss: 0.0311696 | val_loss: 0.0311811 | Time: 2503.04 ms
[2022-04-08 11:46:37 main:574] : INFO : Epoch 1674 | loss: 0.031169 | val_loss: 0.0311797 | Time: 2478.84 ms
[2022-04-08 11:46:40 main:574] : INFO : Epoch 1675 | loss: 0.0311675 | val_loss: 0.0311826 | Time: 2513.9 ms
[2022-04-08 11:46:42 main:574] : INFO : Epoch 1676 | loss: 0.0311666 | val_loss: 0.0311878 | Time: 2515.09 ms
[2022-04-08 11:46:45 main:574] : INFO : Epoch 1677 | loss: 0.0311684 | val_loss: 0.0311812 | Time: 2535.88 ms
[2022-04-08 11:46:47 main:574] : INFO : Epoch 1678 | loss: 0.0311678 | val_loss: 0.0311829 | Time: 2494.78 ms
[2022-04-08 11:46:50 main:574] : INFO : Epoch 1679 | loss: 0.0311669 | val_loss: 0.0311822 | Time: 2505.85 ms
[2022-04-08 11:46:52 main:574] : INFO : Epoch 1680 | loss: 0.0311653 | val_loss: 0.031182 | Time: 2503.16 ms
[2022-04-08 11:46:55 main:574] : INFO : Epoch 1681 | loss: 0.0311667 | val_loss: 0.0311809 | Time: 2512.35 ms
[2022-04-08 11:46:57 main:574] : INFO : Epoch 1682 | loss: 0.0311665 | val_loss: 0.0311822 | Time: 2505.57 ms
[2022-04-08 11:47:00 main:574] : INFO : Epoch 1683 | loss: 0.0311672 | val_loss: 0.0311807 | Time: 2500.99 ms
[2022-04-08 11:47:02 main:574] : INFO : Epoch 1684 | loss: 0.0311692 | val_loss: 0.0311803 | Time: 2517.89 ms
[2022-04-08 11:47:05 main:574] : INFO : Epoch 1685 | loss: 0.0311686 | val_loss: 0.0311814 | Time: 2521.19 ms
[2022-04-08 11:47:08 main:574] : INFO : Epoch 1686 | loss: 0.0311657 | val_loss: 0.0311798 | Time: 2496.56 ms
[2022-04-08 11:47:10 main:574] : INFO : Epoch 1687 | loss: 0.0311662 | val_loss: 0.0311824 | Time: 2526.64 ms
[2022-04-08 11:47:13 main:574] : INFO : Epoch 1688 | loss: 0.0311652 | val_loss: 0.0311808 | Time: 2475.35 ms
[2022-04-08 11:47:15 main:574] : INFO : Epoch 1689 | loss: 0.0311678 | val_loss: 0.0311896 | Time: 2498.43 ms
[2022-04-08 11:47:18 main:574] : INFO : Epoch 1690 | loss: 0.0311713 | val_loss: 0.0311858 | Time: 2503.17 ms
[2022-04-08 11:47:20 main:574] : INFO : Epoch 1691 | loss: 0.031168 | val_loss: 0.0311821 | Time: 2477.14 ms
[2022-04-08 11:47:22 main:574] : INFO : Epoch 1692 | loss: 0.031181 | val_loss: 0.0311894 | Time: 2477.24 ms
[2022-04-08 11:47:25 main:574] : INFO : Epoch 1693 | loss: 0.0311809 | val_loss: 0.0311824 | Time: 2483.68 ms
[2022-04-08 11:47:27 main:574] : INFO : Epoch 1694 | loss: 0.0311831 | val_loss: 0.0311845 | Time: 2454.54 ms
[2022-04-08 11:47:30 main:574] : INFO : Epoch 1695 | loss: 0.0311823 | val_loss: 0.0311839 | Time: 2475.08 ms
[2022-04-08 11:47:32 main:574] : INFO : Epoch 1696 | loss: 0.0311841 | val_loss: 0.0311937 | Time: 2484.11 ms
[2022-04-08 11:47:35 main:574] : INFO : Epoch 1697 | loss: 0.031192 | val_loss: 0.0311929 | Time: 2511.88 ms
[2022-04-08 11:47:37 main:574] : INFO : Epoch 1698 | loss: 0.0311939 | val_loss: 0.031191 | Time: 2485.04 ms
[2022-04-08 11:47:40 main:574] : INFO : Epoch 1699 | loss: 0.0311912 | val_loss: 0.0311907 | Time: 2533.74 ms
[2022-04-08 11:47:42 main:574] : INFO : Epoch 1700 | loss: 0.0311942 | val_loss: 0.0311978 | Time: 2494.74 ms
[2022-04-08 11:47:45 main:574] : INFO : Epoch 1701 | loss: 0.0311982 | val_loss: 0.0311987 | Time: 2506.06 ms
[2022-04-08 11:47:47 main:574] : INFO : Epoch 1702 | loss: 0.031201 | val_loss: 0.0312055 | Time: 2488.78 ms
[2022-04-08 11:47:50 main:574] : INFO : Epoch 1703 | loss: 0.031205 | val_loss: 0.0312027 | Time: 2484.4 ms
[2022-04-08 11:47:52 main:574] : INFO : Epoch 1704 | loss: 0.0312003 | val_loss: 0.0312003 | Time: 2503.01 ms
[2022-04-08 11:47:55 main:574] : INFO : Epoch 1705 | loss: 0.0311984 | val_loss: 0.0311996 | Time: 2473.75 ms
[2022-04-08 11:47:57 main:574] : INFO : Epoch 1706 | loss: 0.0311968 | val_loss: 0.0311987 | Time: 2481.49 ms
[2022-04-08 11:48:00 main:574] : INFO : Epoch 1707 | loss: 0.0311954 | val_loss: 0.0311981 | Time: 2511.35 ms
[2022-04-08 11:48:02 main:574] : INFO : Epoch 1708 | loss: 0.0311947 | val_loss: 0.0311977 | Time: 2514.88 ms
[2022-04-08 11:48:05 main:574] : INFO : Epoch 1709 | loss: 0.0311955 | val_loss: 0.031197 | Time: 2504.66 ms
[2022-04-08 11:48:07 main:574] : INFO : Epoch 1710 | loss: 0.0311985 | val_loss: 0.0311992 | Time: 2515.19 ms
[2022-04-08 11:48:10 main:574] : INFO : Epoch 1711 | loss: 0.0312032 | val_loss: 0.0312021 | Time: 2494.9 ms
[2022-04-08 11:48:12 main:574] : INFO : Epoch 1712 | loss: 0.0312016 | val_loss: 0.0312002 | Time: 2483.73 ms
[2022-04-08 11:48:15 main:574] : INFO : Epoch 1713 | loss: 0.0311992 | val_loss: 0.0311995 | Time: 2483.83 ms
[2022-04-08 11:48:17 main:574] : INFO : Epoch 1714 | loss: 0.0311967 | val_loss: 0.031198 | Time: 2507.33 ms
[2022-04-08 11:48:20 main:574] : INFO : Epoch 1715 | loss: 0.031196 | val_loss: 0.0311976 | Time: 2516.05 ms
[2022-04-08 11:48:22 main:574] : INFO : Epoch 1716 | loss: 0.0311977 | val_loss: 0.0311977 | Time: 2508.42 ms
[2022-04-08 11:48:25 main:574] : INFO : Epoch 1717 | loss: 0.0311988 | val_loss: 0.0311972 | Time: 2493.04 ms
[2022-04-08 11:48:27 main:574] : INFO : Epoch 1718 | loss: 0.0311975 | val_loss: 0.0312008 | Time: 2500.81 ms
[2022-04-08 11:48:30 main:574] : INFO : Epoch 1719 | loss: 0.0311982 | val_loss: 0.0312006 | Time: 2516.04 ms
[2022-04-08 11:48:32 main:574] : INFO : Epoch 1720 | loss: 0.0311985 | val_loss: 0.031203 | Time: 2517.32 ms
[2022-04-08 11:48:35 main:574] : INFO : Epoch 1721 | loss: 0.0311999 | val_loss: 0.0311958 | Time: 2505.3 ms
[2022-04-08 11:48:37 main:574] : INFO : Epoch 1722 | loss: 0.0311956 | val_loss: 0.0311963 | Time: 2513.47 ms
[2022-04-08 11:48:40 main:574] : INFO : Epoch 1723 | loss: 0.0311938 | val_loss: 0.0311958 | Time: 2533.07 ms
[2022-04-08 11:48:43 main:574] : INFO : Epoch 1724 | loss: 0.0311928 | val_loss: 0.0311964 | Time: 2486.68 ms
[2022-04-08 11:48:45 main:574] : INFO : Epoch 1725 | loss: 0.0311932 | val_loss: 0.0311974 | Time: 2505.13 ms
[2022-04-08 11:48:48 main:574] : INFO : Epoch 1726 | loss: 0.0311959 | val_loss: 0.0312037 | Time: 2511.62 ms
[2022-04-08 11:48:50 main:574] : INFO : Epoch 1727 | loss: 0.0311964 | val_loss: 0.0311975 | Time: 2502.65 ms
[2022-04-08 11:48:53 main:574] : INFO : Epoch 1728 | loss: 0.0311952 | val_loss: 0.0311994 | Time: 2508.9 ms
[2022-04-08 11:48:55 main:574] : INFO : Epoch 1729 | loss: 0.0311943 | val_loss: 0.0311961 | Time: 2525.22 ms
[2022-04-08 11:48:58 main:574] : INFO : Epoch 1730 | loss: 0.0311925 | val_loss: 0.0311974 | Time: 2512.27 ms
[2022-04-08 11:49:00 main:574] : INFO : Epoch 1731 | loss: 0.0311928 | val_loss: 0.031197 | Time: 2497.65 ms
[2022-04-08 11:49:03 main:574] : INFO : Epoch 1732 | loss: 0.0311924 | val_loss: 0.0311951 | Time: 2497.26 ms
[2022-04-08 11:49:05 main:574] : INFO : Epoch 1733 | loss: 0.0311906 | val_loss: 0.0311959 | Time: 2512.15 ms
[2022-04-08 11:49:08 main:574] : INFO : Epoch 1734 | loss: 0.0311937 | val_loss: 0.0311962 | Time: 2477.75 ms
[2022-04-08 11:49:10 main:574] : INFO : Epoch 1735 | loss: 0.0311925 | val_loss: 0.0311945 | Time: 2518.66 ms
[2022-04-08 11:49:13 main:574] : INFO : Epoch 1736 | loss: 0.0311898 | val_loss: 0.0311963 | Time: 2494.73 ms
[2022-04-08 11:49:15 main:574] : INFO : Epoch 1737 | loss: 0.0311918 | val_loss: 0.031194 | Time: 2499.88 ms
[2022-04-08 11:49:18 main:574] : INFO : Epoch 1738 | loss: 0.0311908 | val_loss: 0.0311933 | Time: 2486.36 ms
[2022-04-08 11:49:20 main:574] : INFO : Epoch 1739 | loss: 0.03119 | val_loss: 0.0311926 | Time: 2499.28 ms
[2022-04-08 11:49:23 main:574] : INFO : Epoch 1740 | loss: 0.0311911 | val_loss: 0.0311947 | Time: 2523.16 ms
[2022-04-08 11:49:25 main:574] : INFO : Epoch 1741 | loss: 0.0311902 | val_loss: 0.031193 | Time: 2494.68 ms
[2022-04-08 11:49:28 main:574] : INFO : Epoch 1742 | loss: 0.031188 | val_loss: 0.0311932 | Time: 2489.08 ms
[2022-04-08 11:49:30 main:574] : INFO : Epoch 1743 | loss: 0.0311888 | val_loss: 0.0311949 | Time: 2509.2 ms
[2022-04-08 11:49:33 main:574] : INFO : Epoch 1744 | loss: 0.0311885 | val_loss: 0.0311935 | Time: 2499.98 ms
[2022-04-08 11:49:35 main:574] : INFO : Epoch 1745 | loss: 0.0311916 | val_loss: 0.0311949 | Time: 2507.72 ms
[2022-04-08 11:49:38 main:574] : INFO : Epoch 1746 | loss: 0.0311901 | val_loss: 0.0311935 | Time: 2507.64 ms
[2022-04-08 11:49:40 main:574] : INFO : Epoch 1747 | loss: 0.0311884 | val_loss: 0.0311915 | Time: 2480.67 ms
[2022-04-08 11:49:43 main:574] : INFO : Epoch 1748 | loss: 0.0311883 | val_loss: 0.0311921 | Time: 2475.72 ms
[2022-04-08 11:49:45 main:574] : INFO : Epoch 1749 | loss: 0.0311876 | val_loss: 0.0311904 | Time: 2513.46 ms
[2022-04-08 11:49:48 main:574] : INFO : Epoch 1750 | loss: 0.031188 | val_loss: 0.0311912 | Time: 2474.47 ms
[2022-04-08 11:49:50 main:574] : INFO : Epoch 1751 | loss: 0.0311887 | val_loss: 0.0311936 | Time: 2472.8 ms
[2022-04-08 11:49:53 main:574] : INFO : Epoch 1752 | loss: 0.0311931 | val_loss: 0.0311912 | Time: 2494.61 ms
[2022-04-08 11:49:55 main:574] : INFO : Epoch 1753 | loss: 0.031192 | val_loss: 0.0311911 | Time: 2500.74 ms
[2022-04-08 11:49:58 main:574] : INFO : Epoch 1754 | loss: 0.0311889 | val_loss: 0.0311915 | Time: 2495.15 ms
[2022-04-08 11:50:00 main:574] : INFO : Epoch 1755 | loss: 0.0311891 | val_loss: 0.0311996 | Time: 2474.96 ms
[2022-04-08 11:50:03 main:574] : INFO : Epoch 1756 | loss: 0.031189 | val_loss: 0.0311903 | Time: 2519.63 ms
[2022-04-08 11:50:05 main:574] : INFO : Epoch 1757 | loss: 0.0311865 | val_loss: 0.0311921 | Time: 2490.45 ms
[2022-04-08 11:50:08 main:574] : INFO : Epoch 1758 | loss: 0.0311874 | val_loss: 0.0311908 | Time: 2510.13 ms
[2022-04-08 11:50:10 main:574] : INFO : Epoch 1759 | loss: 0.031188 | val_loss: 0.0311903 | Time: 2470.37 ms
[2022-04-08 11:50:13 main:574] : INFO : Epoch 1760 | loss: 0.031187 | val_loss: 0.0311919 | Time: 2499.12 ms
[2022-04-08 11:50:15 main:574] : INFO : Epoch 1761 | loss: 0.0311866 | val_loss: 0.0311892 | Time: 2512.75 ms
[2022-04-08 11:50:18 main:574] : INFO : Epoch 1762 | loss: 0.0311878 | val_loss: 0.0311924 | Time: 2513.29 ms
[2022-04-08 11:50:20 main:574] : INFO : Epoch 1763 | loss: 0.0311853 | val_loss: 0.0311902 | Time: 2502.58 ms
[2022-04-08 11:50:23 main:574] : INFO : Epoch 1764 | loss: 0.0311841 | val_loss: 0.0311901 | Time: 2510.98 ms
[2022-04-08 11:50:25 main:574] : INFO : Epoch 1765 | loss: 0.0311841 | val_loss: 0.0311902 | Time: 2511.25 ms
[2022-04-08 11:50:28 main:574] : INFO : Epoch 1766 | loss: 0.0311843 | val_loss: 0.0311918 | Time: 2511.87 ms
[2022-04-08 11:50:30 main:574] : INFO : Epoch 1767 | loss: 0.0311848 | val_loss: 0.0311941 | Time: 2510.02 ms
[2022-04-08 11:50:33 main:574] : INFO : Epoch 1768 | loss: 0.0311847 | val_loss: 0.0311923 | Time: 2511.73 ms
[2022-04-08 11:50:35 main:574] : INFO : Epoch 1769 | loss: 0.0311842 | val_loss: 0.03119 | Time: 2514.11 ms
[2022-04-08 11:50:38 main:574] : INFO : Epoch 1770 | loss: 0.0311834 | val_loss: 0.0311902 | Time: 2476.7 ms
[2022-04-08 11:50:40 main:574] : INFO : Epoch 1771 | loss: 0.0311834 | val_loss: 0.0311928 | Time: 2506.43 ms
[2022-04-08 11:50:43 main:574] : INFO : Epoch 1772 | loss: 0.0311836 | val_loss: 0.0311909 | Time: 2497.15 ms
[2022-04-08 11:50:45 main:574] : INFO : Epoch 1773 | loss: 0.0311834 | val_loss: 0.0311917 | Time: 2517.4 ms
[2022-04-08 11:50:48 main:574] : INFO : Epoch 1774 | loss: 0.0311851 | val_loss: 0.0311911 | Time: 2509.21 ms
[2022-04-08 11:50:50 main:574] : INFO : Epoch 1775 | loss: 0.0311859 | val_loss: 0.0311916 | Time: 2483.16 ms
[2022-04-08 11:50:53 main:574] : INFO : Epoch 1776 | loss: 0.0311865 | val_loss: 0.0311915 | Time: 2509.4 ms
[2022-04-08 11:50:55 main:574] : INFO : Epoch 1777 | loss: 0.0311847 | val_loss: 0.0311927 | Time: 2515.53 ms
[2022-04-08 11:50:58 main:574] : INFO : Epoch 1778 | loss: 0.031184 | val_loss: 0.0311915 | Time: 2504.38 ms
[2022-04-08 11:51:00 main:574] : INFO : Epoch 1779 | loss: 0.0311843 | val_loss: 0.0311911 | Time: 2489.7 ms
[2022-04-08 11:51:03 main:574] : INFO : Epoch 1780 | loss: 0.0311841 | val_loss: 0.0311921 | Time: 2486.39 ms
[2022-04-08 11:51:05 main:574] : INFO : Epoch 1781 | loss: 0.0311841 | val_loss: 0.0311908 | Time: 2488.71 ms
[2022-04-08 11:51:08 main:574] : INFO : Epoch 1782 | loss: 0.0311845 | val_loss: 0.0311939 | Time: 2491.68 ms
[2022-04-08 11:51:10 main:574] : INFO : Epoch 1783 | loss: 0.0311864 | val_loss: 0.0311927 | Time: 2488.88 ms
[2022-04-08 11:51:13 main:574] : INFO : Epoch 1784 | loss: 0.0311851 | val_loss: 0.0311936 | Time: 2481.51 ms
[2022-04-08 11:51:15 main:574] : INFO : Epoch 1785 | loss: 0.0311858 | val_loss: 0.0311926 | Time: 2501.98 ms
[2022-04-08 11:51:18 main:574] : INFO : Epoch 1786 | loss: 0.0311849 | val_loss: 0.0311933 | Time: 2487.5 ms
[2022-04-08 11:51:20 main:574] : INFO : Epoch 1787 | loss: 0.0311878 | val_loss: 0.0311929 | Time: 2473.16 ms
[2022-04-08 11:51:23 main:574] : INFO : Epoch 1788 | loss: 0.0311856 | val_loss: 0.0311928 | Time: 2470.97 ms
[2022-04-08 11:51:25 main:574] : INFO : Epoch 1789 | loss: 0.0311843 | val_loss: 0.0311921 | Time: 2499.16 ms
[2022-04-08 11:51:28 main:574] : INFO : Epoch 1790 | loss: 0.0311843 | val_loss: 0.0311917 | Time: 2479.1 ms
[2022-04-08 11:51:30 main:574] : INFO : Epoch 1791 | loss: 0.0311854 | val_loss: 0.0311922 | Time: 2484.84 ms
[2022-04-08 11:51:33 main:574] : INFO : Epoch 1792 | loss: 0.0311857 | val_loss: 0.0311937 | Time: 2511.5 ms
[2022-04-08 11:51:35 main:574] : INFO : Epoch 1793 | loss: 0.0311868 | val_loss: 0.0311919 | Time: 2494.51 ms
[2022-04-08 11:51:38 main:574] : INFO : Epoch 1794 | loss: 0.0311883 | val_loss: 0.0311944 | Time: 2505.6 ms
[2022-04-08 11:51:40 main:574] : INFO : Epoch 1795 | loss: 0.031191 | val_loss: 0.0311934 | Time: 2509.8 ms
[2022-04-08 11:51:43 main:574] : INFO : Epoch 1796 | loss: 0.0311895 | val_loss: 0.031197 | Time: 2518.42 ms
[2022-04-08 11:51:45 main:574] : INFO : Epoch 1797 | loss: 0.0311884 | val_loss: 0.0311948 | Time: 2477.68 ms
[2022-04-08 11:51:48 main:574] : INFO : Epoch 1798 | loss: 0.0311859 | val_loss: 0.031194 | Time: 2482.91 ms
[2022-04-08 11:51:50 main:574] : INFO : Epoch 1799 | loss: 0.0311859 | val_loss: 0.0311939 | Time: 2508.87 ms
[2022-04-08 11:51:53 main:574] : INFO : Epoch 1800 | loss: 0.0311867 | val_loss: 0.031193 | Time: 2486.76 ms
[2022-04-08 11:51:55 main:574] : INFO : Epoch 1801 | loss: 0.0311854 | val_loss: 0.0311917 | Time: 2477.68 ms
[2022-04-08 11:51:58 main:574] : INFO : Epoch 1802 | loss: 0.0311842 | val_loss: 0.0311949 | Time: 2476.7 ms
[2022-04-08 11:52:00 main:574] : INFO : Epoch 1803 | loss: 0.0311858 | val_loss: 0.0311919 | Time: 2497.04 ms
[2022-04-08 11:52:03 main:574] : INFO : Epoch 1804 | loss: 0.0311869 | val_loss: 0.0311941 | Time: 2477.08 ms
[2022-04-08 11:52:05 main:574] : INFO : Epoch 1805 | loss: 0.031185 | val_loss: 0.0311889 | Time: 2488.86 ms
[2022-04-08 11:52:07 main:574] : INFO : Epoch 1806 | loss: 0.0311834 | val_loss: 0.0311896 | Time: 2500.49 ms
[2022-04-08 11:52:10 main:574] : INFO : Epoch 1807 | loss: 0.0311834 | val_loss: 0.0311894 | Time: 2490.75 ms
[2022-04-08 11:52:13 main:574] : INFO : Epoch 1808 | loss: 0.0311839 | val_loss: 0.031189 | Time: 2518.29 ms
[2022-04-08 11:52:15 main:574] : INFO : Epoch 1809 | loss: 0.0311844 | val_loss: 0.0311919 | Time: 2508.67 ms
[2022-04-08 11:52:18 main:574] : INFO : Epoch 1810 | loss: 0.0311831 | val_loss: 0.0311893 | Time: 2493.04 ms
[2022-04-08 11:52:20 main:574] : INFO : Epoch 1811 | loss: 0.0311826 | val_loss: 0.0311902 | Time: 2510.01 ms
[2022-04-08 11:52:23 main:574] : INFO : Epoch 1812 | loss: 0.0311824 | val_loss: 0.0311912 | Time: 2504.1 ms
[2022-04-08 11:52:25 main:574] : INFO : Epoch 1813 | loss: 0.0311828 | val_loss: 0.0311904 | Time: 2534.24 ms
[2022-04-08 11:52:28 main:574] : INFO : Epoch 1814 | loss: 0.0311825 | val_loss: 0.0311899 | Time: 2495.1 ms
[2022-04-08 11:52:30 main:574] : INFO : Epoch 1815 | loss: 0.031182 | val_loss: 0.0311931 | Time: 2493.95 ms
[2022-04-08 11:52:33 main:574] : INFO : Epoch 1816 | loss: 0.0311846 | val_loss: 0.0311923 | Time: 2504.58 ms
[2022-04-08 11:52:35 main:574] : INFO : Epoch 1817 | loss: 0.0311821 | val_loss: 0.0311906 | Time: 2508.51 ms
[2022-04-08 11:52:38 main:574] : INFO : Epoch 1818 | loss: 0.0311828 | val_loss: 0.0311905 | Time: 2492.28 ms
[2022-04-08 11:52:40 main:574] : INFO : Epoch 1819 | loss: 0.0311828 | val_loss: 0.031191 | Time: 2523.78 ms
[2022-04-08 11:52:43 main:574] : INFO : Epoch 1820 | loss: 0.0311836 | val_loss: 0.031192 | Time: 2498.68 ms
[2022-04-08 11:52:45 main:574] : INFO : Epoch 1821 | loss: 0.031184 | val_loss: 0.0311911 | Time: 2512.01 ms
[2022-04-08 11:52:48 main:574] : INFO : Epoch 1822 | loss: 0.0311853 | val_loss: 0.0311898 | Time: 2495.09 ms
[2022-04-08 11:52:50 main:574] : INFO : Epoch 1823 | loss: 0.0311821 | val_loss: 0.0311907 | Time: 2527.1 ms
[2022-04-08 11:52:53 main:574] : INFO : Epoch 1824 | loss: 0.0311815 | val_loss: 0.0311914 | Time: 2492.56 ms
[2022-04-08 11:52:55 main:574] : INFO : Epoch 1825 | loss: 0.0311833 | val_loss: 0.0311892 | Time: 2531.53 ms
[2022-04-08 11:52:58 main:574] : INFO : Epoch 1826 | loss: 0.031183 | val_loss: 0.0311902 | Time: 2488.44 ms
[2022-04-08 11:53:00 main:574] : INFO : Epoch 1827 | loss: 0.0311842 | val_loss: 0.0311907 | Time: 2492.27 ms
[2022-04-08 11:53:03 main:574] : INFO : Epoch 1828 | loss: 0.0311847 | val_loss: 0.0311898 | Time: 2489.9 ms
[2022-04-08 11:53:05 main:574] : INFO : Epoch 1829 | loss: 0.0311838 | val_loss: 0.0311981 | Time: 2496.04 ms
[2022-04-08 11:53:08 main:574] : INFO : Epoch 1830 | loss: 0.0311843 | val_loss: 0.0311902 | Time: 2523.09 ms
[2022-04-08 11:53:10 main:574] : INFO : Epoch 1831 | loss: 0.0311841 | val_loss: 0.0311899 | Time: 2482.44 ms
[2022-04-08 11:53:13 main:574] : INFO : Epoch 1832 | loss: 0.0311836 | val_loss: 0.0311879 | Time: 2513.23 ms
[2022-04-08 11:53:15 main:574] : INFO : Epoch 1833 | loss: 0.0311842 | val_loss: 0.0311884 | Time: 2494.99 ms
[2022-04-08 11:53:18 main:574] : INFO : Epoch 1834 | loss: 0.0311854 | val_loss: 0.0311888 | Time: 2506.17 ms
[2022-04-08 11:53:20 main:574] : INFO : Epoch 1835 | loss: 0.0311835 | val_loss: 0.0311879 | Time: 2506.47 ms
[2022-04-08 11:53:23 main:574] : INFO : Epoch 1836 | loss: 0.0311847 | val_loss: 0.0311915 | Time: 2515.02 ms
[2022-04-08 11:53:25 main:574] : INFO : Epoch 1837 | loss: 0.0311835 | val_loss: 0.0311919 | Time: 2483.85 ms
[2022-04-08 11:53:28 main:574] : INFO : Epoch 1838 | loss: 0.0311839 | val_loss: 0.0311898 | Time: 2493.05 ms
[2022-04-08 11:53:30 main:574] : INFO : Epoch 1839 | loss: 0.0311824 | val_loss: 0.0311901 | Time: 2499.11 ms
[2022-04-08 11:53:33 main:574] : INFO : Epoch 1840 | loss: 0.0311826 | val_loss: 0.0311909 | Time: 2494.48 ms
[2022-04-08 11:53:35 main:574] : INFO : Epoch 1841 | loss: 0.0311851 | val_loss: 0.0311887 | Time: 2497.82 ms
[2022-04-08 11:53:38 main:574] : INFO : Epoch 1842 | loss: 0.0311868 | val_loss: 0.0311896 | Time: 2480.5 ms
[2022-04-08 11:53:40 main:574] : INFO : Epoch 1843 | loss: 0.0311865 | val_loss: 0.0311891 | Time: 2496.59 ms
[2022-04-08 11:53:43 main:574] : INFO : Epoch 1844 | loss: 0.0311847 | val_loss: 0.03119 | Time: 2476.69 ms
[2022-04-08 11:53:45 main:574] : INFO : Epoch 1845 | loss: 0.0311834 | val_loss: 0.0311902 | Time: 2520.22 ms
[2022-04-08 11:53:48 main:574] : INFO : Epoch 1846 | loss: 0.0311843 | val_loss: 0.0311899 | Time: 2486.57 ms
[2022-04-08 11:53:50 main:574] : INFO : Epoch 1847 | loss: 0.0311826 | val_loss: 0.0311903 | Time: 2476.45 ms
[2022-04-08 11:53:53 main:574] : INFO : Epoch 1848 | loss: 0.0311832 | val_loss: 0.0311891 | Time: 2470.34 ms
[2022-04-08 11:53:55 main:574] : INFO : Epoch 1849 | loss: 0.0311839 | val_loss: 0.0311897 | Time: 2488.1 ms
[2022-04-08 11:53:58 main:574] : INFO : Epoch 1850 | loss: 0.0311835 | val_loss: 0.0311893 | Time: 2481.72 ms
[2022-04-08 11:54:00 main:574] : INFO : Epoch 1851 | loss: 0.0311837 | val_loss: 0.031191 | Time: 2454.15 ms
[2022-04-08 11:54:03 main:574] : INFO : Epoch 1852 | loss: 0.031182 | val_loss: 0.0311896 | Time: 2477.66 ms
[2022-04-08 11:54:05 main:574] : INFO : Epoch 1853 | loss: 0.0311813 | val_loss: 0.0311899 | Time: 2480.2 ms
[2022-04-08 11:54:08 main:574] : INFO : Epoch 1854 | loss: 0.031182 | val_loss: 0.031191 | Time: 2500.59 ms
[2022-04-08 11:54:10 main:574] : INFO : Epoch 1855 | loss: 0.0311828 | val_loss: 0.0311911 | Time: 2510.25 ms
[2022-04-08 11:54:13 main:574] : INFO : Epoch 1856 | loss: 0.0311822 | val_loss: 0.0311903 | Time: 2481.04 ms
[2022-04-08 11:54:15 main:574] : INFO : Epoch 1857 | loss: 0.0311821 | val_loss: 0.0311903 | Time: 2507.6 ms
[2022-04-08 11:54:18 main:574] : INFO : Epoch 1858 | loss: 0.0311827 | val_loss: 0.031189 | Time: 2509.2 ms
[2022-04-08 11:54:20 main:574] : INFO : Epoch 1859 | loss: 0.0311826 | val_loss: 0.0311919 | Time: 2483.74 ms
[2022-04-08 11:54:23 main:574] : INFO : Epoch 1860 | loss: 0.031183 | val_loss: 0.0311926 | Time: 2512.72 ms
[2022-04-08 11:54:25 main:574] : INFO : Epoch 1861 | loss: 0.0311823 | val_loss: 0.0311906 | Time: 2484.25 ms
[2022-04-08 11:54:27 main:574] : INFO : Epoch 1862 | loss: 0.0311817 | val_loss: 0.0311912 | Time: 2461.78 ms
[2022-04-08 11:54:30 main:574] : INFO : Epoch 1863 | loss: 0.0311815 | val_loss: 0.0311912 | Time: 2484.19 ms
[2022-04-08 11:54:32 main:574] : INFO : Epoch 1864 | loss: 0.0311808 | val_loss: 0.0311926 | Time: 2512.96 ms
[2022-04-08 11:54:35 main:574] : INFO : Epoch 1865 | loss: 0.0311816 | val_loss: 0.0311932 | Time: 2493.04 ms
[2022-04-08 11:54:37 main:574] : INFO : Epoch 1866 | loss: 0.0311821 | val_loss: 0.0311912 | Time: 2486.8 ms
[2022-04-08 11:54:40 main:574] : INFO : Epoch 1867 | loss: 0.0311832 | val_loss: 0.0311935 | Time: 2450.81 ms
[2022-04-08 11:54:42 main:574] : INFO : Epoch 1868 | loss: 0.0311853 | val_loss: 0.0311897 | Time: 2478.14 ms
[2022-04-08 11:54:45 main:574] : INFO : Epoch 1869 | loss: 0.0311841 | val_loss: 0.0311901 | Time: 2480.13 ms
[2022-04-08 11:54:47 main:574] : INFO : Epoch 1870 | loss: 0.0311822 | val_loss: 0.0311896 | Time: 2481.13 ms
[2022-04-08 11:54:50 main:574] : INFO : Epoch 1871 | loss: 0.0311828 | val_loss: 0.0311892 | Time: 2490.19 ms
[2022-04-08 11:54:52 main:574] : INFO : Epoch 1872 | loss: 0.0311832 | val_loss: 0.0311903 | Time: 2495.2 ms
[2022-04-08 11:54:55 main:574] : INFO : Epoch 1873 | loss: 0.0311839 | val_loss: 0.0311903 | Time: 2472.18 ms
[2022-04-08 11:54:57 main:574] : INFO : Epoch 1874 | loss: 0.031183 | val_loss: 0.0311909 | Time: 2503.18 ms
[2022-04-08 11:55:00 main:574] : INFO : Epoch 1875 | loss: 0.0311898 | val_loss: 0.0311929 | Time: 2478.52 ms
[2022-04-08 11:55:02 main:574] : INFO : Epoch 1876 | loss: 0.0311868 | val_loss: 0.0311925 | Time: 2514.73 ms
[2022-04-08 11:55:05 main:574] : INFO : Epoch 1877 | loss: 0.0311869 | val_loss: 0.0311917 | Time: 2487.21 ms
[2022-04-08 11:55:07 main:574] : INFO : Epoch 1878 | loss: 0.0311875 | val_loss: 0.0311931 | Time: 2481.79 ms
[2022-04-08 11:55:10 main:574] : INFO : Epoch 1879 | loss: 0.0311879 | val_loss: 0.0311946 | Time: 2518.5 ms
[2022-04-08 11:55:12 main:574] : INFO : Epoch 1880 | loss: 0.0311965 | val_loss: 0.0311967 | Time: 2479.01 ms
[2022-04-08 11:55:15 main:574] : INFO : Epoch 1881 | loss: 0.0311956 | val_loss: 0.0311958 | Time: 2477.31 ms
[2022-04-08 11:55:17 main:574] : INFO : Epoch 1882 | loss: 0.0311919 | val_loss: 0.0311915 | Time: 2481.57 ms
[2022-04-08 11:55:20 main:574] : INFO : Epoch 1883 | loss: 0.0311899 | val_loss: 0.0311927 | Time: 2500.19 ms
[2022-04-08 11:55:22 main:574] : INFO : Epoch 1884 | loss: 0.0311901 | val_loss: 0.0311978 | Time: 2479.22 ms
[2022-04-08 11:55:25 main:574] : INFO : Epoch 1885 | loss: 0.0311916 | val_loss: 0.031192 | Time: 2477.96 ms
[2022-04-08 11:55:27 main:574] : INFO : Epoch 1886 | loss: 0.0311912 | val_loss: 0.0312025 | Time: 2506.32 ms
[2022-04-08 11:55:30 main:574] : INFO : Epoch 1887 | loss: 0.0311909 | val_loss: 0.0311962 | Time: 2511.27 ms
[2022-04-08 11:55:32 main:574] : INFO : Epoch 1888 | loss: 0.0311898 | val_loss: 0.0311918 | Time: 2506.71 ms
[2022-04-08 11:55:35 main:574] : INFO : Epoch 1889 | loss: 0.0311869 | val_loss: 0.0311932 | Time: 2493.58 ms
[2022-04-08 11:55:37 main:574] : INFO : Epoch 1890 | loss: 0.0311971 | val_loss: 0.0311986 | Time: 2495.57 ms
[2022-04-08 11:55:40 main:574] : INFO : Epoch 1891 | loss: 0.031198 | val_loss: 0.0312025 | Time: 2486.62 ms
[2022-04-08 11:55:42 main:574] : INFO : Epoch 1892 | loss: 0.0311946 | val_loss: 0.031195 | Time: 2481.16 ms
[2022-04-08 11:55:45 main:574] : INFO : Epoch 1893 | loss: 0.0311917 | val_loss: 0.0311929 | Time: 2479.83 ms
[2022-04-08 11:55:47 main:574] : INFO : Epoch 1894 | loss: 0.0311906 | val_loss: 0.0311975 | Time: 2509.03 ms
[2022-04-08 11:55:50 main:574] : INFO : Epoch 1895 | loss: 0.0311916 | val_loss: 0.0311905 | Time: 2498.54 ms
[2022-04-08 11:55:52 main:574] : INFO : Epoch 1896 | loss: 0.031189 | val_loss: 0.0311904 | Time: 2494.49 ms
[2022-04-08 11:55:55 main:574] : INFO : Epoch 1897 | loss: 0.0311903 | val_loss: 0.0311922 | Time: 2499.94 ms
[2022-04-08 11:55:57 main:574] : INFO : Epoch 1898 | loss: 0.0311914 | val_loss: 0.0311966 | Time: 2501.4 ms
[2022-04-08 11:56:00 main:574] : INFO : Epoch 1899 | loss: 0.0311989 | val_loss: 0.0312027 | Time: 2461.88 ms
[2022-04-08 11:56:02 main:574] : INFO : Epoch 1900 | loss: 0.0312014 | val_loss: 0.0312024 | Time: 2467.78 ms
[2022-04-08 11:56:05 main:574] : INFO : Epoch 1901 | loss: 0.0311976 | val_loss: 0.0311996 | Time: 2507.4 ms
[2022-04-08 11:56:07 main:574] : INFO : Epoch 1902 | loss: 0.031196 | val_loss: 0.0311968 | Time: 2484.85 ms
[2022-04-08 11:56:10 main:574] : INFO : Epoch 1903 | loss: 0.0311942 | val_loss: 0.031196 | Time: 2493.46 ms
[2022-04-08 11:56:12 main:574] : INFO : Epoch 1904 | loss: 0.0311945 | val_loss: 0.0311969 | Time: 2465.23 ms
[2022-04-08 11:56:15 main:574] : INFO : Epoch 1905 | loss: 0.0311919 | val_loss: 0.0311928 | Time: 2460.98 ms
[2022-04-08 11:56:17 main:574] : INFO : Epoch 1906 | loss: 0.0311908 | val_loss: 0.0311898 | Time: 2440.67 ms
[2022-04-08 11:56:20 main:574] : INFO : Epoch 1907 | loss: 0.0311899 | val_loss: 0.0311899 | Time: 2488.85 ms
[2022-04-08 11:56:22 main:574] : INFO : Epoch 1908 | loss: 0.0311905 | val_loss: 0.0311915 | Time: 2466.82 ms
[2022-04-08 11:56:24 main:574] : INFO : Epoch 1909 | loss: 0.0311905 | val_loss: 0.0311897 | Time: 2480.69 ms
[2022-04-08 11:56:27 main:574] : INFO : Epoch 1910 | loss: 0.0311922 | val_loss: 0.0311905 | Time: 2451.66 ms
[2022-04-08 11:56:29 main:574] : INFO : Epoch 1911 | loss: 0.0311915 | val_loss: 0.0311936 | Time: 2437.93 ms
[2022-04-08 11:56:32 main:574] : INFO : Epoch 1912 | loss: 0.0311898 | val_loss: 0.0311904 | Time: 2448.71 ms
[2022-04-08 11:56:34 main:574] : INFO : Epoch 1913 | loss: 0.0311879 | val_loss: 0.0311901 | Time: 2485.69 ms
[2022-04-08 11:56:37 main:574] : INFO : Epoch 1914 | loss: 0.0311869 | val_loss: 0.0311886 | Time: 2453.51 ms
[2022-04-08 11:56:39 main:574] : INFO : Epoch 1915 | loss: 0.0311872 | val_loss: 0.0311902 | Time: 2458.97 ms
[2022-04-08 11:56:42 main:574] : INFO : Epoch 1916 | loss: 0.0311875 | val_loss: 0.0311908 | Time: 2451.34 ms
[2022-04-08 11:56:44 main:574] : INFO : Epoch 1917 | loss: 0.031188 | val_loss: 0.0311891 | Time: 2459.78 ms
[2022-04-08 11:56:47 main:574] : INFO : Epoch 1918 | loss: 0.0311871 | val_loss: 0.0311876 | Time: 2468.99 ms
[2022-04-08 11:56:49 main:574] : INFO : Epoch 1919 | loss: 0.0311868 | val_loss: 0.0311885 | Time: 2470.38 ms
[2022-04-08 11:56:52 main:574] : INFO : Epoch 1920 | loss: 0.0311875 | val_loss: 0.0311871 | Time: 2436.54 ms
[2022-04-08 11:56:54 main:574] : INFO : Epoch 1921 | loss: 0.0311879 | val_loss: 0.0311878 | Time: 2478.11 ms
[2022-04-08 11:56:56 main:574] : INFO : Epoch 1922 | loss: 0.0311867 | val_loss: 0.0311879 | Time: 2451.84 ms
[2022-04-08 11:56:59 main:574] : INFO : Epoch 1923 | loss: 0.0311863 | val_loss: 0.031187 | Time: 2443.02 ms
[2022-04-08 11:57:01 main:574] : INFO : Epoch 1924 | loss: 0.0311858 | val_loss: 0.0311873 | Time: 2471.44 ms
[2022-04-08 11:57:04 main:574] : INFO : Epoch 1925 | loss: 0.0311853 | val_loss: 0.031189 | Time: 2469.23 ms
[2022-04-08 11:57:06 main:574] : INFO : Epoch 1926 | loss: 0.0311865 | val_loss: 0.0311927 | Time: 2454 ms
[2022-04-08 11:57:09 main:574] : INFO : Epoch 1927 | loss: 0.0311877 | val_loss: 0.0311872 | Time: 2454.45 ms
[2022-04-08 11:57:11 main:574] : INFO : Epoch 1928 | loss: 0.0311847 | val_loss: 0.0311874 | Time: 2497.95 ms
[2022-04-08 11:57:14 main:574] : INFO : Epoch 1929 | loss: 0.0311852 | val_loss: 0.0311874 | Time: 2482.17 ms
[2022-04-08 11:57:16 main:574] : INFO : Epoch 1930 | loss: 0.0311846 | val_loss: 0.0311875 | Time: 2472.48 ms
[2022-04-08 11:57:19 main:574] : INFO : Epoch 1931 | loss: 0.0311839 | val_loss: 0.0311905 | Time: 2485.17 ms
[2022-04-08 11:57:21 main:574] : INFO : Epoch 1932 | loss: 0.0311845 | val_loss: 0.0311872 | Time: 2466.26 ms
[2022-04-08 11:57:24 main:574] : INFO : Epoch 1933 | loss: 0.0311842 | val_loss: 0.0311893 | Time: 2475.86 ms
[2022-04-08 11:57:26 main:574] : INFO : Epoch 1934 | loss: 0.0311855 | val_loss: 0.0311881 | Time: 2497.9 ms
[2022-04-08 11:57:29 main:574] : INFO : Epoch 1935 | loss: 0.0311847 | val_loss: 0.0311897 | Time: 2467.27 ms
[2022-04-08 11:57:31 main:574] : INFO : Epoch 1936 | loss: 0.0311846 | val_loss: 0.0311872 | Time: 2470.55 ms
[2022-04-08 11:57:34 main:574] : INFO : Epoch 1937 | loss: 0.0311835 | val_loss: 0.031191 | Time: 2445.83 ms
[2022-04-08 11:57:36 main:574] : INFO : Epoch 1938 | loss: 0.0311835 | val_loss: 0.0311869 | Time: 2449 ms
[2022-04-08 11:57:38 main:574] : INFO : Epoch 1939 | loss: 0.0311827 | val_loss: 0.0311913 | Time: 2450.79 ms
[2022-04-08 11:57:41 main:574] : INFO : Epoch 1940 | loss: 0.0311842 | val_loss: 0.0311874 | Time: 2459.54 ms
[2022-04-08 11:57:43 main:574] : INFO : Epoch 1941 | loss: 0.0311817 | val_loss: 0.0311879 | Time: 2469.41 ms
[2022-04-08 11:57:46 main:574] : INFO : Epoch 1942 | loss: 0.0311833 | val_loss: 0.0311884 | Time: 2488.95 ms
[2022-04-08 11:57:48 main:574] : INFO : Epoch 1943 | loss: 0.0311834 | val_loss: 0.0311868 | Time: 2491.46 ms
[2022-04-08 11:57:51 main:574] : INFO : Epoch 1944 | loss: 0.0311829 | val_loss: 0.0311903 | Time: 2474.15 ms
[2022-04-08 11:57:53 main:574] : INFO : Epoch 1945 | loss: 0.0311863 | val_loss: 0.0311937 | Time: 2483.21 ms
[2022-04-08 11:57:56 main:574] : INFO : Epoch 1946 | loss: 0.0311867 | val_loss: 0.0311952 | Time: 2500.18 ms
[2022-04-08 11:57:58 main:574] : INFO : Epoch 1947 | loss: 0.0311852 | val_loss: 0.0311905 | Time: 2485.68 ms
[2022-04-08 11:58:01 main:574] : INFO : Epoch 1948 | loss: 0.0311844 | val_loss: 0.0311883 | Time: 2486.42 ms
[2022-04-08 11:58:03 main:574] : INFO : Epoch 1949 | loss: 0.0311822 | val_loss: 0.0311896 | Time: 2494.66 ms
[2022-04-08 11:58:06 main:574] : INFO : Epoch 1950 | loss: 0.0311814 | val_loss: 0.031189 | Time: 2484.69 ms
[2022-04-08 11:58:08 main:574] : INFO : Epoch 1951 | loss: 0.0311826 | val_loss: 0.0311885 | Time: 2493.78 ms
[2022-04-08 11:58:11 main:574] : INFO : Epoch 1952 | loss: 0.0311814 | val_loss: 0.0311891 | Time: 2462.6 ms
[2022-04-08 11:58:13 main:574] : INFO : Epoch 1953 | loss: 0.0311839 | val_loss: 0.0311915 | Time: 2453.22 ms
[2022-04-08 11:58:16 main:574] : INFO : Epoch 1954 | loss: 0.0311846 | val_loss: 0.0311946 | Time: 2453.78 ms
[2022-04-08 11:58:18 main:574] : INFO : Epoch 1955 | loss: 0.0311859 | val_loss: 0.0311932 | Time: 2498.82 ms
[2022-04-08 11:58:21 main:574] : INFO : Epoch 1956 | loss: 0.0311857 | val_loss: 0.0312018 | Time: 2444.75 ms
[2022-04-08 11:58:23 main:574] : INFO : Epoch 1957 | loss: 0.0311855 | val_loss: 0.031191 | Time: 2483.51 ms
[2022-04-08 11:58:26 main:574] : INFO : Epoch 1958 | loss: 0.0311825 | val_loss: 0.031191 | Time: 2474.28 ms
[2022-04-08 11:58:28 main:574] : INFO : Epoch 1959 | loss: 0.031182 | val_loss: 0.0311909 | Time: 2437.08 ms
[2022-04-08 11:58:30 main:574] : INFO : Epoch 1960 | loss: 0.0311845 | val_loss: 0.0311943 | Time: 2482.98 ms
[2022-04-08 11:58:33 main:574] : INFO : Epoch 1961 | loss: 0.0311866 | val_loss: 0.0311904 | Time: 2435.58 ms
[2022-04-08 11:58:35 main:574] : INFO : Epoch 1962 | loss: 0.031185 | val_loss: 0.031194 | Time: 2467.11 ms
[2022-04-08 11:58:38 main:574] : INFO : Epoch 1963 | loss: 0.0311838 | val_loss: 0.0311908 | Time: 2422.03 ms
[2022-04-08 11:58:40 main:574] : INFO : Epoch 1964 | loss: 0.0311832 | val_loss: 0.0311907 | Time: 2479.85 ms
[2022-04-08 11:58:43 main:574] : INFO : Epoch 1965 | loss: 0.0311826 | val_loss: 0.0311899 | Time: 2462.36 ms
[2022-04-08 11:58:45 main:574] : INFO : Epoch 1966 | loss: 0.0311825 | val_loss: 0.0311908 | Time: 2467.61 ms
[2022-04-08 11:58:48 main:574] : INFO : Epoch 1967 | loss: 0.0311843 | val_loss: 0.0311903 | Time: 2493.28 ms
[2022-04-08 11:58:50 main:574] : INFO : Epoch 1968 | loss: 0.0311844 | val_loss: 0.0311902 | Time: 2460.1 ms
[2022-04-08 11:58:53 main:574] : INFO : Epoch 1969 | loss: 0.0311824 | val_loss: 0.0311894 | Time: 2431.83 ms
[2022-04-08 11:58:55 main:574] : INFO : Epoch 1970 | loss: 0.0311812 | val_loss: 0.0311901 | Time: 2448.09 ms
[2022-04-08 11:58:58 main:574] : INFO : Epoch 1971 | loss: 0.0311819 | val_loss: 0.0311922 | Time: 2425.39 ms
[2022-04-08 11:59:00 main:574] : INFO : Epoch 1972 | loss: 0.0311835 | val_loss: 0.0311944 | Time: 2468.85 ms
[2022-04-08 11:59:02 main:574] : INFO : Epoch 1973 | loss: 0.0311861 | val_loss: 0.0311907 | Time: 2443.35 ms
[2022-04-08 11:59:05 main:574] : INFO : Epoch 1974 | loss: 0.0311846 | val_loss: 0.0311942 | Time: 2461.95 ms
[2022-04-08 11:59:07 main:574] : INFO : Epoch 1975 | loss: 0.0311838 | val_loss: 0.0311896 | Time: 2443.32 ms
[2022-04-08 11:59:10 main:574] : INFO : Epoch 1976 | loss: 0.0311821 | val_loss: 0.0311913 | Time: 2423.7 ms
[2022-04-08 11:59:12 main:574] : INFO : Epoch 1977 | loss: 0.0311851 | val_loss: 0.0311908 | Time: 2473.44 ms
[2022-04-08 11:59:15 main:574] : INFO : Epoch 1978 | loss: 0.0311826 | val_loss: 0.0311906 | Time: 2439.17 ms
[2022-04-08 11:59:17 main:574] : INFO : Epoch 1979 | loss: 0.0311821 | val_loss: 0.0311944 | Time: 2487.99 ms
[2022-04-08 11:59:20 main:574] : INFO : Epoch 1980 | loss: 0.0311825 | val_loss: 0.0311945 | Time: 2435.54 ms
[2022-04-08 11:59:22 main:574] : INFO : Epoch 1981 | loss: 0.0311837 | val_loss: 0.0311913 | Time: 2445.07 ms
[2022-04-08 11:59:25 main:574] : INFO : Epoch 1982 | loss: 0.0311814 | val_loss: 0.0311885 | Time: 2470.06 ms
[2022-04-08 11:59:27 main:574] : INFO : Epoch 1983 | loss: 0.0311816 | val_loss: 0.031188 | Time: 2485.02 ms
[2022-04-08 11:59:29 main:574] : INFO : Epoch 1984 | loss: 0.031182 | val_loss: 0.0311899 | Time: 2485.47 ms
[2022-04-08 11:59:32 main:574] : INFO : Epoch 1985 | loss: 0.031181 | val_loss: 0.0311891 | Time: 2444.76 ms
[2022-04-08 11:59:34 main:574] : INFO : Epoch 1986 | loss: 0.0311809 | val_loss: 0.0311906 | Time: 2452.99 ms
[2022-04-08 11:59:37 main:574] : INFO : Epoch 1987 | loss: 0.031181 | val_loss: 0.03119 | Time: 2450.24 ms
[2022-04-08 11:59:39 main:574] : INFO : Epoch 1988 | loss: 0.0311809 | val_loss: 0.0311891 | Time: 2502.04 ms
[2022-04-08 11:59:42 main:574] : INFO : Epoch 1989 | loss: 0.0311831 | val_loss: 0.0311908 | Time: 2450.93 ms
[2022-04-08 11:59:44 main:574] : INFO : Epoch 1990 | loss: 0.0311827 | val_loss: 0.0311914 | Time: 2435.47 ms
[2022-04-08 11:59:47 main:574] : INFO : Epoch 1991 | loss: 0.0311823 | val_loss: 0.0311909 | Time: 2459.78 ms
[2022-04-08 11:59:49 main:574] : INFO : Epoch 1992 | loss: 0.0311817 | val_loss: 0.0311893 | Time: 2457.47 ms
[2022-04-08 11:59:52 main:574] : INFO : Epoch 1993 | loss: 0.0311817 | val_loss: 0.0311893 | Time: 2463.09 ms
[2022-04-08 11:59:54 main:574] : INFO : Epoch 1994 | loss: 0.0311815 | val_loss: 0.0311924 | Time: 2458.26 ms
[2022-04-08 11:59:57 main:574] : INFO : Epoch 1995 | loss: 0.0311823 | val_loss: 0.0311915 | Time: 2449.59 ms
[2022-04-08 11:59:59 main:574] : INFO : Epoch 1996 | loss: 0.0311832 | val_loss: 0.0311899 | Time: 2433.38 ms
[2022-04-08 12:00:01 main:574] : INFO : Epoch 1997 | loss: 0.0311829 | val_loss: 0.0311937 | Time: 2478.26 ms
[2022-04-08 12:00:04 main:574] : INFO : Epoch 1998 | loss: 0.031182 | val_loss: 0.0311898 | Time: 2470.92 ms
[2022-04-08 12:00:06 main:574] : INFO : Epoch 1999 | loss: 0.0311814 | val_loss: 0.0311923 | Time: 2451.98 ms
[2022-04-08 12:00:09 main:574] : INFO : Epoch 2000 | loss: 0.0311825 | val_loss: 0.0311907 | Time: 2462.99 ms
[2022-04-08 12:00:11 main:574] : INFO : Epoch 2001 | loss: 0.0311845 | val_loss: 0.0311919 | Time: 2448.65 ms
[2022-04-08 12:00:14 main:574] : INFO : Epoch 2002 | loss: 0.0311835 | val_loss: 0.0311948 | Time: 2449.82 ms
[2022-04-08 12:00:16 main:574] : INFO : Epoch 2003 | loss: 0.0311849 | val_loss: 0.0311909 | Time: 2466.25 ms
[2022-04-08 12:00:19 main:574] : INFO : Epoch 2004 | loss: 0.0311831 | val_loss: 0.0311894 | Time: 2468.13 ms
[2022-04-08 12:00:21 main:574] : INFO : Epoch 2005 | loss: 0.0311824 | val_loss: 0.0311904 | Time: 2484.49 ms
[2022-04-08 12:00:24 main:574] : INFO : Epoch 2006 | loss: 0.0311822 | val_loss: 0.0311891 | Time: 2472.53 ms
[2022-04-08 12:00:26 main:574] : INFO : Epoch 2007 | loss: 0.0311812 | val_loss: 0.0311888 | Time: 2478.11 ms
[2022-04-08 12:00:29 main:574] : INFO : Epoch 2008 | loss: 0.0311801 | val_loss: 0.0311902 | Time: 2493.17 ms
[2022-04-08 12:00:31 main:574] : INFO : Epoch 2009 | loss: 0.0311805 | val_loss: 0.0311885 | Time: 2475.87 ms
[2022-04-08 12:00:34 main:574] : INFO : Epoch 2010 | loss: 0.0311816 | val_loss: 0.031192 | Time: 2464.82 ms
[2022-04-08 12:00:36 main:574] : INFO : Epoch 2011 | loss: 0.0311824 | val_loss: 0.0311925 | Time: 2471.08 ms
[2022-04-08 12:00:39 main:574] : INFO : Epoch 2012 | loss: 0.031182 | val_loss: 0.0311902 | Time: 2467.78 ms
[2022-04-08 12:00:41 main:574] : INFO : Epoch 2013 | loss: 0.0311834 | val_loss: 0.0311937 | Time: 2452.29 ms
[2022-04-08 12:00:43 main:574] : INFO : Epoch 2014 | loss: 0.0311821 | val_loss: 0.0311882 | Time: 2460.56 ms
[2022-04-08 12:00:46 main:574] : INFO : Epoch 2015 | loss: 0.0311811 | val_loss: 0.0311879 | Time: 2423.77 ms
[2022-04-08 12:00:48 main:574] : INFO : Epoch 2016 | loss: 0.0311796 | val_loss: 0.0311888 | Time: 2508.72 ms
[2022-04-08 12:00:51 main:574] : INFO : Epoch 2017 | loss: 0.0311796 | val_loss: 0.0311897 | Time: 2459.95 ms
[2022-04-08 12:00:53 main:574] : INFO : Epoch 2018 | loss: 0.0311786 | val_loss: 0.0311888 | Time: 2431.63 ms
[2022-04-08 12:00:56 main:574] : INFO : Epoch 2019 | loss: 0.0311803 | val_loss: 0.0311893 | Time: 2472.17 ms
[2022-04-08 12:00:58 main:574] : INFO : Epoch 2020 | loss: 0.0311809 | val_loss: 0.031192 | Time: 2488.52 ms
[2022-04-08 12:01:01 main:574] : INFO : Epoch 2021 | loss: 0.0311828 | val_loss: 0.031193 | Time: 2454.63 ms
[2022-04-08 12:01:03 main:574] : INFO : Epoch 2022 | loss: 0.0311806 | val_loss: 0.0311917 | Time: 2425.27 ms
[2022-04-08 12:01:06 main:574] : INFO : Epoch 2023 | loss: 0.03118 | val_loss: 0.0311908 | Time: 2480.83 ms
[2022-04-08 12:01:08 main:574] : INFO : Epoch 2024 | loss: 0.0311799 | val_loss: 0.0311909 | Time: 2503.91 ms
[2022-04-08 12:01:11 main:574] : INFO : Epoch 2025 | loss: 0.0311791 | val_loss: 0.0311912 | Time: 2498.77 ms
[2022-04-08 12:01:13 main:574] : INFO : Epoch 2026 | loss: 0.0311817 | val_loss: 0.0311919 | Time: 2496.4 ms
[2022-04-08 12:01:16 main:574] : INFO : Epoch 2027 | loss: 0.0311824 | val_loss: 0.0311907 | Time: 2486.05 ms
[2022-04-08 12:01:18 main:574] : INFO : Epoch 2028 | loss: 0.0311796 | val_loss: 0.0311907 | Time: 2498.93 ms
[2022-04-08 12:01:21 main:574] : INFO : Epoch 2029 | loss: 0.0311783 | val_loss: 0.0311902 | Time: 2454.3 ms
[2022-04-08 12:01:23 main:574] : INFO : Epoch 2030 | loss: 0.0311784 | val_loss: 0.0311902 | Time: 2443.72 ms
[2022-04-08 12:01:25 main:574] : INFO : Epoch 2031 | loss: 0.0311779 | val_loss: 0.0311908 | Time: 2442.07 ms
[2022-04-08 12:01:28 main:574] : INFO : Epoch 2032 | loss: 0.0311782 | val_loss: 0.0311926 | Time: 2487.38 ms
[2022-04-08 12:01:30 main:574] : INFO : Epoch 2033 | loss: 0.0311787 | val_loss: 0.0311889 | Time: 2486.07 ms
[2022-04-08 12:01:33 main:574] : INFO : Epoch 2034 | loss: 0.0311773 | val_loss: 0.0311891 | Time: 2473.49 ms
[2022-04-08 12:01:35 main:574] : INFO : Epoch 2035 | loss: 0.0311781 | val_loss: 0.0311905 | Time: 2475.99 ms
[2022-04-08 12:01:38 main:574] : INFO : Epoch 2036 | loss: 0.0311779 | val_loss: 0.0311899 | Time: 2511.07 ms
[2022-04-08 12:01:40 main:574] : INFO : Epoch 2037 | loss: 0.0311806 | val_loss: 0.0311939 | Time: 2487.23 ms
[2022-04-08 12:01:43 main:574] : INFO : Epoch 2038 | loss: 0.0311831 | val_loss: 0.0311926 | Time: 2472.62 ms
[2022-04-08 12:01:45 main:574] : INFO : Epoch 2039 | loss: 0.031181 | val_loss: 0.0311903 | Time: 2489.64 ms
[2022-04-08 12:01:48 main:574] : INFO : Epoch 2040 | loss: 0.0311791 | val_loss: 0.0311884 | Time: 2448.02 ms
[2022-04-08 12:01:50 main:574] : INFO : Epoch 2041 | loss: 0.0311786 | val_loss: 0.0311932 | Time: 2476.12 ms
[2022-04-08 12:01:53 main:574] : INFO : Epoch 2042 | loss: 0.031179 | val_loss: 0.0311877 | Time: 2422.56 ms
[2022-04-08 12:01:55 main:574] : INFO : Epoch 2043 | loss: 0.03118 | val_loss: 0.0311881 | Time: 2431.04 ms
[2022-04-08 12:01:58 main:574] : INFO : Epoch 2044 | loss: 0.0311793 | val_loss: 0.0311872 | Time: 2476.48 ms
[2022-04-08 12:02:00 main:574] : INFO : Epoch 2045 | loss: 0.0311775 | val_loss: 0.0311898 | Time: 2502.33 ms
[2022-04-08 12:02:03 main:574] : INFO : Epoch 2046 | loss: 0.0311787 | val_loss: 0.0311896 | Time: 2436.47 ms
[2022-04-08 12:02:05 main:574] : INFO : Epoch 2047 | loss: 0.0311773 | val_loss: 0.0311906 | Time: 2450.2 ms
[2022-04-08 12:02:07 main:574] : INFO : Epoch 2048 | loss: 0.0311805 | val_loss: 0.0311919 | Time: 1919.11 ms
[2022-04-08 12:02:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311919
[2022-04-08 12:02:07 main:603] : INFO : Saving end state to config to file
[2022-04-08 12:02:07 main:608] : INFO : Success, exiting..
12:02:07 (1396): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)