Task 14551301
| Name | ParityModified-1647048594-20335-1-0_2 |
| Workunit | 10800645 |
| Created | 8 Apr 2022, 18:42:21 UTC |
| Sent | 8 Apr 2022, 18:53:28 UTC |
| Report deadline | 16 Apr 2022, 18:53:28 UTC |
| Received | 8 Apr 2022, 21:43:24 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 335 |
| Run time | 1 hours 25 min 8 sec |
| CPU time | 1 hours 24 min 23 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| 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> :07 main:574] : INFO : Epoch 1542 | loss: 0.031168 | val_loss: 0.0311811 | Time: 2453.71 ms [2022-04-08 17:22:09 main:574] : INFO : Epoch 1543 | loss: 0.0311676 | val_loss: 0.0312079 | Time: 2451.15 ms [2022-04-08 17:22:12 main:574] : INFO : Epoch 1544 | loss: 0.0311807 | val_loss: 0.0311798 | Time: 2462.63 ms [2022-04-08 17:22:14 main:574] : INFO : Epoch 1545 | loss: 0.0311691 | val_loss: 0.0311811 | Time: 2466.78 ms [2022-04-08 17:22:17 main:574] : INFO : Epoch 1546 | loss: 0.0311645 | val_loss: 0.0311828 | Time: 2442.63 ms [2022-04-08 17:22:19 main:574] : INFO : Epoch 1547 | loss: 0.0311656 | val_loss: 0.0311905 | Time: 2440.28 ms [2022-04-08 17:22:22 main:574] : INFO : Epoch 1548 | loss: 0.0311652 | val_loss: 0.0311799 | Time: 2449.43 ms [2022-04-08 17:22:24 main:574] : INFO : Epoch 1549 | loss: 0.0311656 | val_loss: 0.0311801 | Time: 2476.61 ms [2022-04-08 17:22:27 main:574] : INFO : Epoch 1550 | loss: 0.0311643 | val_loss: 0.0311791 | Time: 2484.97 ms [2022-04-08 17:22:29 main:574] : INFO : Epoch 1551 | loss: 0.0311652 | val_loss: 0.0311815 | Time: 2467.13 ms [2022-04-08 17:22:32 main:574] : INFO : Epoch 1552 | loss: 0.0311647 | val_loss: 0.0311819 | Time: 2490 ms [2022-04-08 17:22:34 main:574] : INFO : Epoch 1553 | loss: 0.0311653 | val_loss: 0.031188 | Time: 2474.95 ms [2022-04-08 17:22:37 main:574] : INFO : Epoch 1554 | loss: 0.0311695 | val_loss: 0.0311786 | Time: 2494.96 ms [2022-04-08 17:22:39 main:574] : INFO : Epoch 1555 | loss: 0.031173 | val_loss: 0.0311846 | Time: 2460.74 ms [2022-04-08 17:22:42 main:574] : INFO : Epoch 1556 | loss: 0.0311688 | val_loss: 0.0311811 | Time: 2487.53 ms [2022-04-08 17:22:44 main:574] : INFO : Epoch 1557 | loss: 0.0311652 | val_loss: 0.0311908 | Time: 2463.02 ms [2022-04-08 17:22:47 main:574] : INFO : Epoch 1558 | loss: 0.0311692 | val_loss: 0.0311813 | Time: 2465.48 ms [2022-04-08 17:22:49 main:574] : INFO : Epoch 1559 | loss: 0.0311669 | val_loss: 0.0311806 | Time: 2473.82 ms [2022-04-08 17:22:52 main:574] : INFO : Epoch 1560 | loss: 0.0311639 | val_loss: 0.0311794 | Time: 2477.47 ms [2022-04-08 17:22:54 main:574] : INFO : Epoch 1561 | loss: 0.0311651 | val_loss: 0.0311832 | Time: 2442.39 ms [2022-04-08 17:22:56 main:574] : INFO : Epoch 1562 | loss: 0.0311661 | val_loss: 0.0312008 | Time: 2463.79 ms [2022-04-08 17:22:59 main:574] : INFO : Epoch 1563 | loss: 0.0311687 | val_loss: 0.0311772 | Time: 2485.62 ms [2022-04-08 17:23:01 main:574] : INFO : Epoch 1564 | loss: 0.0311659 | val_loss: 0.0311755 | Time: 2489.48 ms [2022-04-08 17:23:04 main:574] : INFO : Epoch 1565 | loss: 0.0311706 | val_loss: 0.0312027 | Time: 2494.48 ms [2022-04-08 17:23:06 main:574] : INFO : Epoch 1566 | loss: 0.0311668 | val_loss: 0.0311787 | Time: 2486.61 ms [2022-04-08 17:23:09 main:574] : INFO : Epoch 1567 | loss: 0.0311626 | val_loss: 0.0311803 | Time: 2494.04 ms [2022-04-08 17:23:11 main:574] : INFO : Epoch 1568 | loss: 0.0311657 | val_loss: 0.0311768 | Time: 2470.52 ms [2022-04-08 17:23:14 main:574] : INFO : Epoch 1569 | loss: 0.0311632 | val_loss: 0.0311764 | Time: 2461.15 ms [2022-04-08 17:23:16 main:574] : INFO : Epoch 1570 | loss: 0.0311658 | val_loss: 0.0311779 | Time: 2475.32 ms [2022-04-08 17:23:19 main:574] : INFO : Epoch 1571 | loss: 0.0311625 | val_loss: 0.0311793 | Time: 2506.33 ms [2022-04-08 17:23:21 main:574] : INFO : Epoch 1572 | loss: 0.0311638 | val_loss: 0.031179 | Time: 2476.57 ms [2022-04-08 17:23:24 main:574] : INFO : Epoch 1573 | loss: 0.0311675 | val_loss: 0.0311771 | Time: 2494.44 ms [2022-04-08 17:23:26 main:574] : INFO : Epoch 1574 | loss: 0.0311645 | val_loss: 0.0311762 | Time: 2500.59 ms [2022-04-08 17:23:29 main:574] : INFO : Epoch 1575 | loss: 0.0311626 | val_loss: 0.0311765 | Time: 2492.79 ms [2022-04-08 17:23:31 main:574] : INFO : Epoch 1576 | loss: 0.0311712 | val_loss: 0.0311844 | Time: 2480.76 ms [2022-04-08 17:23:34 main:574] : INFO : Epoch 1577 | loss: 0.0311705 | val_loss: 0.0311792 | Time: 2496.25 ms [2022-04-08 17:23:36 main:574] : INFO : Epoch 1578 | loss: 0.0311613 | val_loss: 0.0311749 | Time: 2481.49 ms [2022-04-08 17:23:39 main:574] : INFO : Epoch 1579 | loss: 0.0311716 | val_loss: 0.0311891 | Time: 2452.71 ms [2022-04-08 17:23:41 main:574] : INFO : Epoch 1580 | loss: 0.0311766 | val_loss: 0.0311763 | Time: 2494.78 ms [2022-04-08 17:23:44 main:574] : INFO : Epoch 1581 | loss: 0.031166 | val_loss: 0.0311758 | Time: 2499.92 ms [2022-04-08 17:23:46 main:574] : INFO : Epoch 1582 | loss: 0.031162 | val_loss: 0.0311718 | Time: 2478.16 ms [2022-04-08 17:23:49 main:574] : INFO : Epoch 1583 | loss: 0.0311605 | val_loss: 0.0311715 | Time: 2479.98 ms [2022-04-08 17:23:51 main:574] : INFO : Epoch 1584 | loss: 0.0311602 | val_loss: 0.0311801 | Time: 2458.72 ms [2022-04-08 17:23:54 main:574] : INFO : Epoch 1585 | loss: 0.0311634 | val_loss: 0.031176 | Time: 2490.13 ms [2022-04-08 17:23:56 main:574] : INFO : Epoch 1586 | loss: 0.0311642 | val_loss: 0.0311817 | Time: 2471.65 ms [2022-04-08 17:23:59 main:574] : INFO : Epoch 1587 | loss: 0.0311677 | val_loss: 0.031188 | Time: 2444.33 ms [2022-04-08 17:24:01 main:574] : INFO : Epoch 1588 | loss: 0.0311672 | val_loss: 0.0311798 | Time: 2438.21 ms [2022-04-08 17:24:03 main:574] : INFO : Epoch 1589 | loss: 0.0311628 | val_loss: 0.0311761 | Time: 2462.33 ms [2022-04-08 17:24:06 main:574] : INFO : Epoch 1590 | loss: 0.0311597 | val_loss: 0.0311824 | Time: 2479.73 ms [2022-04-08 17:24:08 main:574] : INFO : Epoch 1591 | loss: 0.03116 | val_loss: 0.0311726 | Time: 2489.22 ms [2022-04-08 17:24:11 main:574] : INFO : Epoch 1592 | loss: 0.0311592 | val_loss: 0.0311761 | Time: 2467.7 ms [2022-04-08 17:24:13 main:574] : INFO : Epoch 1593 | loss: 0.0311593 | val_loss: 0.0311731 | Time: 2465.72 ms [2022-04-08 17:24:16 main:574] : INFO : Epoch 1594 | loss: 0.0311617 | val_loss: 0.0311778 | Time: 2465.43 ms [2022-04-08 17:24:18 main:574] : INFO : Epoch 1595 | loss: 0.0311626 | val_loss: 0.0311773 | Time: 2458.11 ms [2022-04-08 17:24:21 main:574] : INFO : Epoch 1596 | loss: 0.0311595 | val_loss: 0.0311776 | Time: 2464.85 ms [2022-04-08 17:24:23 main:574] : INFO : Epoch 1597 | loss: 0.0311619 | val_loss: 0.0311833 | Time: 2476.1 ms [2022-04-08 17:24:26 main:574] : INFO : Epoch 1598 | loss: 0.0311612 | val_loss: 0.0311822 | Time: 2458.4 ms [2022-04-08 17:24:28 main:574] : INFO : Epoch 1599 | loss: 0.0311652 | val_loss: 0.0311728 | Time: 2498.05 ms [2022-04-08 17:24:31 main:574] : INFO : Epoch 1600 | loss: 0.0311638 | val_loss: 0.0311943 | Time: 2472.61 ms [2022-04-08 17:24:33 main:574] : INFO : Epoch 1601 | loss: 0.0311684 | val_loss: 0.0311769 | Time: 2469.09 ms [2022-04-08 17:24:36 main:574] : INFO : Epoch 1602 | loss: 0.0311652 | val_loss: 0.0311908 | Time: 2488.95 ms [2022-04-08 17:24:38 main:574] : INFO : Epoch 1603 | loss: 0.0311733 | val_loss: 0.0311834 | Time: 2476.41 ms [2022-04-08 17:24:41 main:574] : INFO : Epoch 1604 | loss: 0.0311728 | val_loss: 0.0311942 | Time: 2455.69 ms [2022-04-08 17:24:43 main:574] : INFO : Epoch 1605 | loss: 0.031178 | val_loss: 0.0311707 | Time: 2542.64 ms [2022-04-08 17:24:46 main:574] : INFO : Epoch 1606 | loss: 0.0311661 | val_loss: 0.0311752 | Time: 2457.46 ms [2022-04-08 17:24:48 main:574] : INFO : Epoch 1607 | loss: 0.0311644 | val_loss: 0.0311719 | Time: 2474.36 ms [2022-04-08 17:24:50 main:574] : INFO : Epoch 1608 | loss: 0.0311645 | val_loss: 0.0311748 | Time: 2450.81 ms [2022-04-08 17:24:53 main:574] : INFO : Epoch 1609 | loss: 0.0311634 | val_loss: 0.0311703 | Time: 2447.9 ms [2022-04-08 17:24:55 main:574] : INFO : Epoch 1610 | loss: 0.0311607 | val_loss: 0.0311741 | Time: 2487.54 ms [2022-04-08 17:24:58 main:574] : INFO : Epoch 1611 | loss: 0.0311648 | val_loss: 0.031179 | Time: 2486.57 ms [2022-04-08 17:25:00 main:574] : INFO : Epoch 1612 | loss: 0.0311612 | val_loss: 0.0311733 | Time: 2462.38 ms [2022-04-08 17:25:03 main:574] : INFO : Epoch 1613 | loss: 0.0311594 | val_loss: 0.0311745 | Time: 2494.94 ms [2022-04-08 17:25:05 main:574] : INFO : Epoch 1614 | loss: 0.0311582 | val_loss: 0.0311805 | Time: 2494.56 ms [2022-04-08 17:25:08 main:574] : INFO : Epoch 1615 | loss: 0.0311616 | val_loss: 0.0311833 | Time: 2487.66 ms [2022-04-08 17:25:10 main:574] : INFO : Epoch 1616 | loss: 0.0311633 | val_loss: 0.03117 | Time: 2467.5 ms [2022-04-08 17:25:13 main:574] : INFO : Epoch 1617 | loss: 0.0311678 | val_loss: 0.031172 | Time: 2495.21 ms [2022-04-08 17:25:15 main:574] : INFO : Epoch 1618 | loss: 0.0311589 | val_loss: 0.0311726 | Time: 2497.09 ms [2022-04-08 17:25:18 main:574] : INFO : Epoch 1619 | loss: 0.0311629 | val_loss: 0.0311788 | Time: 2503.2 ms [2022-04-08 17:25:20 main:574] : INFO : Epoch 1620 | loss: 0.0311761 | val_loss: 0.0311941 | Time: 2499.82 ms [2022-04-08 17:25:23 main:574] : INFO : Epoch 1621 | loss: 0.0311628 | val_loss: 0.0311741 | Time: 2473.93 ms [2022-04-08 17:25:25 main:574] : INFO : Epoch 1622 | loss: 0.0311581 | val_loss: 0.0311717 | Time: 2496.3 ms [2022-04-08 17:25:28 main:574] : INFO : Epoch 1623 | loss: 0.0311569 | val_loss: 0.0311761 | Time: 2480.97 ms [2022-04-08 17:25:30 main:574] : INFO : Epoch 1624 | loss: 0.0311589 | val_loss: 0.0311726 | Time: 2483.7 ms [2022-04-08 17:25:33 main:574] : INFO : Epoch 1625 | loss: 0.0311639 | val_loss: 0.0311758 | Time: 2441.34 ms [2022-04-08 17:25:35 main:574] : INFO : Epoch 1626 | loss: 0.0311633 | val_loss: 0.0311857 | Time: 2465.35 ms [2022-04-08 17:25:38 main:574] : INFO : Epoch 1627 | loss: 0.0311626 | val_loss: 0.0311843 | Time: 2490.1 ms [2022-04-08 17:25:40 main:574] : INFO : Epoch 1628 | loss: 0.0311564 | val_loss: 0.0311745 | Time: 2485.98 ms [2022-04-08 17:25:43 main:574] : INFO : Epoch 1629 | loss: 0.0311642 | val_loss: 0.0312018 | Time: 2481.97 ms [2022-04-08 17:25:45 main:574] : INFO : Epoch 1630 | loss: 0.0311661 | val_loss: 0.0311913 | Time: 2493.36 ms [2022-04-08 17:25:48 main:574] : INFO : Epoch 1631 | loss: 0.031162 | val_loss: 0.0311758 | Time: 2490.52 ms [2022-04-08 17:25:50 main:574] : INFO : Epoch 1632 | loss: 0.0311573 | val_loss: 0.0311794 | Time: 2490.96 ms [2022-04-08 17:25:53 main:574] : INFO : Epoch 1633 | loss: 0.0311563 | val_loss: 0.0311736 | Time: 2489.03 ms [2022-04-08 17:25:55 main:574] : INFO : Epoch 1634 | loss: 0.0311561 | val_loss: 0.0311777 | Time: 2495.9 ms [2022-04-08 17:25:58 main:574] : INFO : Epoch 1635 | loss: 0.0311563 | val_loss: 0.0311911 | Time: 2491.74 ms [2022-04-08 17:26:00 main:574] : INFO : Epoch 1636 | loss: 0.0311636 | val_loss: 0.0311818 | Time: 2496.75 ms [2022-04-08 17:26:03 main:574] : INFO : Epoch 1637 | loss: 0.0311595 | val_loss: 0.0311772 | Time: 2489.88 ms [2022-04-08 17:26:05 main:574] : INFO : Epoch 1638 | loss: 0.0311561 | val_loss: 0.031181 | Time: 2473.15 ms [2022-04-08 17:26:08 main:574] : INFO : Epoch 1639 | loss: 0.0311619 | val_loss: 0.0311729 | Time: 2490.15 ms [2022-04-08 17:26:10 main:574] : INFO : Epoch 1640 | loss: 0.0311575 | val_loss: 0.0311769 | Time: 2496.66 ms [2022-04-08 17:26:13 main:574] : INFO : Epoch 1641 | loss: 0.0311548 | val_loss: 0.0311747 | Time: 2495.78 ms [2022-04-08 17:26:15 main:574] : INFO : Epoch 1642 | loss: 0.031156 | val_loss: 0.0311776 | Time: 2495.82 ms [2022-04-08 17:26:18 main:574] : INFO : Epoch 1643 | loss: 0.0311549 | val_loss: 0.0311777 | Time: 2481.15 ms [2022-04-08 17:26:20 main:574] : INFO : Epoch 1644 | loss: 0.0311613 | val_loss: 0.03117 | Time: 2502.09 ms [2022-04-08 17:26:23 main:574] : INFO : Epoch 1645 | loss: 0.0311613 | val_loss: 0.0311776 | Time: 2476.32 ms [2022-04-08 17:26:25 main:574] : INFO : Epoch 1646 | loss: 0.0311546 | val_loss: 0.0311802 | Time: 2483.01 ms [2022-04-08 17:26:28 main:574] : INFO : Epoch 1647 | loss: 0.0311555 | val_loss: 0.0311827 | Time: 2499.51 ms [2022-04-08 17:26:30 main:574] : INFO : Epoch 1648 | loss: 0.031159 | val_loss: 0.0311894 | Time: 2485.49 ms [2022-04-08 17:26:32 main:574] : INFO : Epoch 1649 | loss: 0.0311573 | val_loss: 0.031174 | Time: 2491.33 ms [2022-04-08 17:26:35 main:574] : INFO : Epoch 1650 | loss: 0.0311542 | val_loss: 0.0311781 | Time: 2473.34 ms [2022-04-08 17:26:37 main:574] : INFO : Epoch 1651 | loss: 0.0311537 | val_loss: 0.031177 | Time: 2453.22 ms [2022-04-08 17:26:40 main:574] : INFO : Epoch 1652 | loss: 0.0311535 | val_loss: 0.0311779 | Time: 2439.74 ms [2022-04-08 17:26:42 main:574] : INFO : Epoch 1653 | loss: 0.0311582 | val_loss: 0.031189 | Time: 2456.72 ms [2022-04-08 17:26:45 main:574] : INFO : Epoch 1654 | loss: 0.0311616 | val_loss: 0.0311707 | Time: 2470.31 ms [2022-04-08 17:26:47 main:574] : INFO : Epoch 1655 | loss: 0.0311565 | val_loss: 0.0311793 | Time: 2468.63 ms [2022-04-08 17:26:50 main:574] : INFO : Epoch 1656 | loss: 0.0311563 | val_loss: 0.0311994 | Time: 2453.38 ms [2022-04-08 17:26:52 main:574] : INFO : Epoch 1657 | loss: 0.0311598 | val_loss: 0.0311757 | Time: 2442.72 ms [2022-04-08 17:26:55 main:574] : INFO : Epoch 1658 | loss: 0.0311606 | val_loss: 0.031177 | Time: 2480.83 ms [2022-04-08 17:26:57 main:574] : INFO : Epoch 1659 | loss: 0.0311598 | val_loss: 0.0311823 | Time: 2492.45 ms [2022-04-08 17:27:00 main:574] : INFO : Epoch 1660 | loss: 0.0311602 | val_loss: 0.0311794 | Time: 2491 ms [2022-04-08 17:27:02 main:574] : INFO : Epoch 1661 | loss: 0.0311587 | val_loss: 0.0311759 | Time: 2486.3 ms [2022-04-08 17:27:05 main:574] : INFO : Epoch 1662 | loss: 0.0311553 | val_loss: 0.0311874 | Time: 2500.22 ms [2022-04-08 17:27:07 main:574] : INFO : Epoch 1663 | loss: 0.0311598 | val_loss: 0.0311756 | Time: 2493.35 ms [2022-04-08 17:27:10 main:574] : INFO : Epoch 1664 | loss: 0.0311561 | val_loss: 0.0311765 | Time: 2487.49 ms [2022-04-08 17:27:12 main:574] : INFO : Epoch 1665 | loss: 0.0311601 | val_loss: 0.0311712 | Time: 2456.76 ms [2022-04-08 17:27:15 main:574] : INFO : Epoch 1666 | loss: 0.031162 | val_loss: 0.0311884 | Time: 2487.86 ms [2022-04-08 17:27:17 main:574] : INFO : Epoch 1667 | loss: 0.0311616 | val_loss: 0.0311844 | Time: 2458.56 ms [2022-04-08 17:27:20 main:574] : INFO : Epoch 1668 | loss: 0.031157 | val_loss: 0.0311744 | Time: 2488.88 ms [2022-04-08 17:27:22 main:574] : INFO : Epoch 1669 | loss: 0.0311537 | val_loss: 0.0311877 | Time: 2449.19 ms [2022-04-08 17:27:24 main:574] : INFO : Epoch 1670 | loss: 0.0311539 | val_loss: 0.0311745 | Time: 2451.25 ms [2022-04-08 17:27:27 main:574] : INFO : Epoch 1671 | loss: 0.0311568 | val_loss: 0.0311818 | Time: 2462.01 ms [2022-04-08 17:27:29 main:574] : INFO : Epoch 1672 | loss: 0.031153 | val_loss: 0.0311776 | Time: 2474.66 ms [2022-04-08 17:27:32 main:574] : INFO : Epoch 1673 | loss: 0.0311579 | val_loss: 0.0311726 | Time: 2465.41 ms [2022-04-08 17:27:34 main:574] : INFO : Epoch 1674 | loss: 0.0311587 | val_loss: 0.0311776 | Time: 2476.71 ms [2022-04-08 17:27:37 main:574] : INFO : Epoch 1675 | loss: 0.0311602 | val_loss: 0.0311736 | Time: 2467.15 ms [2022-04-08 17:27:39 main:574] : INFO : Epoch 1676 | loss: 0.0311586 | val_loss: 0.0311739 | Time: 2467.72 ms [2022-04-08 17:27:42 main:574] : INFO : Epoch 1677 | loss: 0.0311612 | val_loss: 0.0311951 | Time: 2476.55 ms [2022-04-08 17:27:44 main:574] : INFO : Epoch 1678 | loss: 0.0311704 | val_loss: 0.0311955 | Time: 2450.49 ms [2022-04-08 17:27:47 main:574] : INFO : Epoch 1679 | loss: 0.0311677 | val_loss: 0.0311841 | Time: 2459.58 ms [2022-04-08 17:27:49 main:574] : INFO : Epoch 1680 | loss: 0.0311588 | val_loss: 0.0311748 | Time: 2449.16 ms [2022-04-08 17:27:52 main:574] : INFO : Epoch 1681 | loss: 0.0311551 | val_loss: 0.031174 | Time: 2495.85 ms [2022-04-08 17:27:54 main:574] : INFO : Epoch 1682 | loss: 0.0311588 | val_loss: 0.0311937 | Time: 2472.83 ms [2022-04-08 17:27:57 main:574] : INFO : Epoch 1683 | loss: 0.0311611 | val_loss: 0.0311949 | Time: 2450.94 ms [2022-04-08 17:27:59 main:574] : INFO : Epoch 1684 | loss: 0.0311601 | val_loss: 0.0311765 | Time: 2466.93 ms [2022-04-08 17:28:01 main:574] : INFO : Epoch 1685 | loss: 0.031155 | val_loss: 0.0311923 | Time: 2464.46 ms [2022-04-08 17:28:04 main:574] : INFO : Epoch 1686 | loss: 0.031166 | val_loss: 0.0312063 | Time: 2505.35 ms [2022-04-08 17:28:06 main:574] : INFO : Epoch 1687 | loss: 0.0311685 | val_loss: 0.0311858 | Time: 2490.43 ms [2022-04-08 17:28:09 main:574] : INFO : Epoch 1688 | loss: 0.0311612 | val_loss: 0.0311777 | Time: 2475.16 ms [2022-04-08 17:28:11 main:574] : INFO : Epoch 1689 | loss: 0.0311557 | val_loss: 0.031178 | Time: 2494.11 ms [2022-04-08 17:28:14 main:574] : INFO : Epoch 1690 | loss: 0.0311541 | val_loss: 0.0311764 | Time: 2479.31 ms [2022-04-08 17:28:16 main:574] : INFO : Epoch 1691 | loss: 0.0311527 | val_loss: 0.0311892 | Time: 2453.32 ms [2022-04-08 17:28:19 main:574] : INFO : Epoch 1692 | loss: 0.0311563 | val_loss: 0.0311779 | Time: 2476.94 ms [2022-04-08 17:28:21 main:574] : INFO : Epoch 1693 | loss: 0.0311569 | val_loss: 0.031184 | Time: 2491.97 ms [2022-04-08 17:28:24 main:574] : INFO : Epoch 1694 | loss: 0.0311522 | val_loss: 0.0311957 | Time: 2503.3 ms [2022-04-08 17:28:26 main:574] : INFO : Epoch 1695 | loss: 0.0311612 | val_loss: 0.0311728 | Time: 2473.17 ms [2022-04-08 17:28:29 main:574] : INFO : Epoch 1696 | loss: 0.0311639 | val_loss: 0.031174 | Time: 2484.93 ms [2022-04-08 17:28:31 main:574] : INFO : Epoch 1697 | loss: 0.0311649 | val_loss: 0.0311797 | Time: 2485.69 ms [2022-04-08 17:28:34 main:574] : INFO : Epoch 1698 | loss: 0.0311695 | val_loss: 0.0311773 | Time: 2472.86 ms [2022-04-08 17:28:36 main:574] : INFO : Epoch 1699 | loss: 0.0311633 | val_loss: 0.0311831 | Time: 2501.6 ms [2022-04-08 17:28:39 main:574] : INFO : Epoch 1700 | loss: 0.0311635 | val_loss: 0.0311797 | Time: 2486.03 ms [2022-04-08 17:28:41 main:574] : INFO : Epoch 1701 | loss: 0.0311577 | val_loss: 0.0311739 | Time: 2473.16 ms [2022-04-08 17:28:44 main:574] : INFO : Epoch 1702 | loss: 0.0311622 | val_loss: 0.0311894 | Time: 2492.08 ms [2022-04-08 17:28:46 main:574] : INFO : Epoch 1703 | loss: 0.0311583 | val_loss: 0.0311738 | Time: 2477.13 ms [2022-04-08 17:28:49 main:574] : INFO : Epoch 1704 | loss: 0.0311595 | val_loss: 0.0311758 | Time: 2461.2 ms [2022-04-08 17:28:51 main:574] : INFO : Epoch 1705 | loss: 0.0311539 | val_loss: 0.0311754 | Time: 2469.29 ms [2022-04-08 17:28:54 main:574] : INFO : Epoch 1706 | loss: 0.0311532 | val_loss: 0.0311828 | Time: 2476.9 ms [2022-04-08 17:28:56 main:574] : INFO : Epoch 1707 | loss: 0.0311527 | val_loss: 0.0311808 | Time: 2464.05 ms [2022-04-08 17:28:59 main:574] : INFO : Epoch 1708 | loss: 0.0311494 | val_loss: 0.0311825 | Time: 2464.82 ms [2022-04-08 17:29:01 main:574] : INFO : Epoch 1709 | loss: 0.0311526 | val_loss: 0.0311797 | Time: 2419.44 ms [2022-04-08 17:29:03 main:574] : INFO : Epoch 1710 | loss: 0.0311601 | val_loss: 0.0311857 | Time: 2476.13 ms [2022-04-08 17:29:06 main:574] : INFO : Epoch 1711 | loss: 0.0311575 | val_loss: 0.0311818 | Time: 2511.1 ms [2022-04-08 17:29:08 main:574] : INFO : Epoch 1712 | loss: 0.0311514 | val_loss: 0.0311782 | Time: 2452.02 ms [2022-04-08 17:29:11 main:574] : INFO : Epoch 1713 | loss: 0.0311543 | val_loss: 0.0311868 | Time: 2488.63 ms [2022-04-08 17:29:13 main:574] : INFO : Epoch 1714 | loss: 0.0311612 | val_loss: 0.0311876 | Time: 2490.3 ms [2022-04-08 17:29:16 main:574] : INFO : Epoch 1715 | loss: 0.0311532 | val_loss: 0.0311783 | Time: 2465.35 ms [2022-04-08 17:29:18 main:574] : INFO : Epoch 1716 | loss: 0.0311552 | val_loss: 0.031185 | Time: 2446.85 ms [2022-04-08 17:29:21 main:574] : INFO : Epoch 1717 | loss: 0.0311678 | val_loss: 0.0311786 | Time: 2466.78 ms [2022-04-08 17:29:23 main:574] : INFO : Epoch 1718 | loss: 0.0311545 | val_loss: 0.0311806 | Time: 2472.21 ms [2022-04-08 17:29:26 main:574] : INFO : Epoch 1719 | loss: 0.0311516 | val_loss: 0.0311804 | Time: 2474.58 ms [2022-04-08 17:29:28 main:574] : INFO : Epoch 1720 | loss: 0.0311549 | val_loss: 0.0311764 | Time: 2463.02 ms [2022-04-08 17:29:31 main:574] : INFO : Epoch 1721 | loss: 0.0311516 | val_loss: 0.0311753 | Time: 2453.33 ms [2022-04-08 17:29:33 main:574] : INFO : Epoch 1722 | loss: 0.0311524 | val_loss: 0.0311742 | Time: 2471.78 ms [2022-04-08 17:29:36 main:574] : INFO : Epoch 1723 | loss: 0.031154 | val_loss: 0.0311815 | Time: 2486.73 ms [2022-04-08 17:29:38 main:574] : INFO : Epoch 1724 | loss: 0.0311638 | val_loss: 0.0311894 | Time: 2458.33 ms [2022-04-08 17:29:41 main:574] : INFO : Epoch 1725 | loss: 0.0311633 | val_loss: 0.0311767 | Time: 2461.16 ms [2022-04-08 17:29:43 main:574] : INFO : Epoch 1726 | loss: 0.0311554 | val_loss: 0.0312065 | Time: 2467.81 ms [2022-04-08 17:29:45 main:574] : INFO : Epoch 1727 | loss: 0.0311572 | val_loss: 0.0311861 | Time: 2483.5 ms [2022-04-08 17:29:48 main:574] : INFO : Epoch 1728 | loss: 0.0311606 | val_loss: 0.0311891 | Time: 2490.55 ms [2022-04-08 17:29:50 main:574] : INFO : Epoch 1729 | loss: 0.0311575 | val_loss: 0.0311808 | Time: 2498.73 ms [2022-04-08 17:29:53 main:574] : INFO : Epoch 1730 | loss: 0.0311514 | val_loss: 0.0311765 | Time: 2498.59 ms [2022-04-08 17:29:55 main:574] : INFO : Epoch 1731 | loss: 0.0311514 | val_loss: 0.0311837 | Time: 2496.07 ms [2022-04-08 17:29:58 main:574] : INFO : Epoch 1732 | loss: 0.0311506 | val_loss: 0.0311807 | Time: 2505.81 ms [2022-04-08 17:30:00 main:574] : INFO : Epoch 1733 | loss: 0.0311529 | val_loss: 0.0312099 | Time: 2481.86 ms [2022-04-08 17:30:03 main:574] : INFO : Epoch 1734 | loss: 0.0311711 | val_loss: 0.0311811 | Time: 2485.34 ms [2022-04-08 17:30:05 main:574] : INFO : Epoch 1735 | loss: 0.0311625 | val_loss: 0.0311738 | Time: 2492 ms [2022-04-08 17:30:08 main:574] : INFO : Epoch 1736 | loss: 0.031154 | val_loss: 0.0311855 | Time: 2462.16 ms [2022-04-08 17:30:10 main:574] : INFO : Epoch 1737 | loss: 0.031156 | val_loss: 0.0311736 | Time: 2499.94 ms [2022-04-08 17:30:13 main:574] : INFO : Epoch 1738 | loss: 0.0311502 | val_loss: 0.0311744 | Time: 2481.9 ms [2022-04-08 17:30:15 main:574] : INFO : Epoch 1739 | loss: 0.031149 | val_loss: 0.0311734 | Time: 2495.06 ms [2022-04-08 17:30:18 main:574] : INFO : Epoch 1740 | loss: 0.0311533 | val_loss: 0.0311799 | Time: 2495.83 ms [2022-04-08 17:30:20 main:574] : INFO : Epoch 1741 | loss: 0.0311601 | val_loss: 0.031176 | Time: 2474.5 ms [2022-04-08 17:30:23 main:574] : INFO : Epoch 1742 | loss: 0.0311556 | val_loss: 0.031188 | Time: 2484.26 ms [2022-04-08 17:30:25 main:574] : INFO : Epoch 1743 | loss: 0.0311569 | val_loss: 0.0311823 | Time: 2463.81 ms [2022-04-08 17:30:28 main:574] : INFO : Epoch 1744 | loss: 0.0311506 | val_loss: 0.0311801 | Time: 2469.73 ms [2022-04-08 17:30:30 main:574] : INFO : Epoch 1745 | loss: 0.0311521 | val_loss: 0.0311825 | Time: 2467.62 ms [2022-04-08 17:30:33 main:574] : INFO : Epoch 1746 | loss: 0.0311545 | val_loss: 0.0311786 | Time: 2449.47 ms [2022-04-08 17:30:35 main:574] : INFO : Epoch 1747 | loss: 0.0311547 | val_loss: 0.0311944 | Time: 2451.3 ms [2022-04-08 17:30:38 main:574] : INFO : Epoch 1748 | loss: 0.0311631 | val_loss: 0.0311728 | Time: 2495.96 ms [2022-04-08 17:30:40 main:574] : INFO : Epoch 1749 | loss: 0.0311601 | val_loss: 0.0311739 | Time: 2595.61 ms [2022-04-08 17:30:43 main:574] : INFO : Epoch 1750 | loss: 0.031155 | val_loss: 0.0311706 | Time: 2479.69 ms [2022-04-08 17:30:45 main:574] : INFO : Epoch 1751 | loss: 0.0311546 | val_loss: 0.0311749 | Time: 2459.13 ms [2022-04-08 17:30:48 main:574] : INFO : Epoch 1752 | loss: 0.0311574 | val_loss: 0.0311973 | Time: 2472.8 ms [2022-04-08 17:30:50 main:574] : INFO : Epoch 1753 | loss: 0.0311624 | val_loss: 0.0311849 | Time: 2505.55 ms [2022-04-08 17:30:53 main:574] : INFO : Epoch 1754 | loss: 0.0311519 | val_loss: 0.0311937 | Time: 2476.78 ms [2022-04-08 17:30:55 main:574] : INFO : Epoch 1755 | loss: 0.0311539 | val_loss: 0.0311763 | Time: 2446.64 ms [2022-04-08 17:30:58 main:574] : INFO : Epoch 1756 | loss: 0.0311505 | val_loss: 0.0311849 | Time: 2520.49 ms [2022-04-08 17:31:00 main:574] : INFO : Epoch 1757 | loss: 0.0311492 | val_loss: 0.0311751 | Time: 2502.4 ms [2022-04-08 17:31:03 main:574] : INFO : Epoch 1758 | loss: 0.0311493 | val_loss: 0.0311782 | Time: 2493.74 ms [2022-04-08 17:31:05 main:574] : INFO : Epoch 1759 | loss: 0.0311481 | val_loss: 0.0311797 | Time: 2491.52 ms [2022-04-08 17:31:08 main:574] : INFO : Epoch 1760 | loss: 0.0311471 | val_loss: 0.0311789 | Time: 2492.85 ms [2022-04-08 17:31:10 main:574] : INFO : Epoch 1761 | loss: 0.0311488 | val_loss: 0.0311795 | Time: 2479.95 ms [2022-04-08 17:31:13 main:574] : INFO : Epoch 1762 | loss: 0.0311542 | val_loss: 0.0311829 | Time: 2458.57 ms [2022-04-08 17:31:15 main:574] : INFO : Epoch 1763 | loss: 0.0311516 | val_loss: 0.0311878 | Time: 2512.05 ms [2022-04-08 17:31:18 main:574] : INFO : Epoch 1764 | loss: 0.0311529 | val_loss: 0.0311827 | Time: 2508.45 ms [2022-04-08 17:31:20 main:574] : INFO : Epoch 1765 | loss: 0.0311489 | val_loss: 0.0311752 | Time: 2476.29 ms [2022-04-08 17:31:23 main:574] : INFO : Epoch 1766 | loss: 0.0311543 | val_loss: 0.0311904 | Time: 2494.91 ms [2022-04-08 17:31:25 main:574] : INFO : Epoch 1767 | loss: 0.0311638 | val_loss: 0.0311816 | Time: 2473.2 ms [2022-04-08 17:31:28 main:574] : INFO : Epoch 1768 | loss: 0.0311537 | val_loss: 0.0311908 | Time: 2475.49 ms [2022-04-08 17:31:30 main:574] : INFO : Epoch 1769 | loss: 0.0311521 | val_loss: 0.031172 | Time: 2472.57 ms [2022-04-08 17:31:32 main:574] : INFO : Epoch 1770 | loss: 0.031148 | val_loss: 0.0311855 | Time: 2475.31 ms [2022-04-08 17:31:35 main:574] : INFO : Epoch 1771 | loss: 0.0311511 | val_loss: 0.0311821 | Time: 2443.08 ms [2022-04-08 17:31:37 main:574] : INFO : Epoch 1772 | loss: 0.0311503 | val_loss: 0.031181 | Time: 2459.52 ms [2022-04-08 17:31:40 main:574] : INFO : Epoch 1773 | loss: 0.0311569 | val_loss: 0.0311809 | Time: 2473.04 ms [2022-04-08 17:31:42 main:574] : INFO : Epoch 1774 | loss: 0.0311509 | val_loss: 0.0311808 | Time: 2475.56 ms [2022-04-08 17:31:45 main:574] : INFO : Epoch 1775 | loss: 0.0311477 | val_loss: 0.0311874 | Time: 2490.68 ms [2022-04-08 17:31:47 main:574] : INFO : Epoch 1776 | loss: 0.031149 | val_loss: 0.0311747 | Time: 2500.08 ms [2022-04-08 17:31:50 main:574] : INFO : Epoch 1777 | loss: 0.0311523 | val_loss: 0.0311933 | Time: 2483.21 ms [2022-04-08 17:31:52 main:574] : INFO : Epoch 1778 | loss: 0.0311611 | val_loss: 0.0311797 | Time: 2505.77 ms [2022-04-08 17:31:55 main:574] : INFO : Epoch 1779 | loss: 0.031154 | val_loss: 0.0311757 | Time: 2481.66 ms [2022-04-08 17:31:57 main:574] : INFO : Epoch 1780 | loss: 0.0311516 | val_loss: 0.031185 | Time: 2485.45 ms [2022-04-08 17:32:00 main:574] : INFO : Epoch 1781 | loss: 0.0311504 | val_loss: 0.0311887 | Time: 2436.88 ms [2022-04-08 17:32:02 main:574] : INFO : Epoch 1782 | loss: 0.0311517 | val_loss: 0.0311754 | Time: 2444.17 ms [2022-04-08 17:32:05 main:574] : INFO : Epoch 1783 | loss: 0.031151 | val_loss: 0.0311878 | Time: 2460.08 ms [2022-04-08 17:32:07 main:574] : INFO : Epoch 1784 | loss: 0.0311504 | val_loss: 0.0311813 | Time: 2483.84 ms [2022-04-08 17:32:10 main:574] : INFO : Epoch 1785 | loss: 0.0311495 | val_loss: 0.0311797 | Time: 2498.89 ms [2022-04-08 17:32:12 main:574] : INFO : Epoch 1786 | loss: 0.0311489 | val_loss: 0.0311871 | Time: 2490.56 ms [2022-04-08 17:32:15 main:574] : INFO : Epoch 1787 | loss: 0.0311548 | val_loss: 0.031186 | Time: 2450.33 ms [2022-04-08 17:32:17 main:574] : INFO : Epoch 1788 | loss: 0.0311561 | val_loss: 0.0311766 | Time: 2469.14 ms [2022-04-08 17:32:20 main:574] : INFO : Epoch 1789 | loss: 0.0311469 | val_loss: 0.0311805 | Time: 2459.37 ms [2022-04-08 17:32:22 main:574] : INFO : Epoch 1790 | loss: 0.0311471 | val_loss: 0.0311822 | Time: 2462.46 ms [2022-04-08 17:32:25 main:574] : INFO : Epoch 1791 | loss: 0.0311514 | val_loss: 0.0311885 | Time: 2507.22 ms [2022-04-08 17:32:27 main:574] : INFO : Epoch 1792 | loss: 0.0311475 | val_loss: 0.0311885 | Time: 2449.4 ms [2022-04-08 17:32:29 main:574] : INFO : Epoch 1793 | loss: 0.031146 | val_loss: 0.0311814 | Time: 2468.55 ms [2022-04-08 17:32:32 main:574] : INFO : Epoch 1794 | loss: 0.031152 | val_loss: 0.0311783 | Time: 2475.65 ms [2022-04-08 17:32:34 main:574] : INFO : Epoch 1795 | loss: 0.0311544 | val_loss: 0.0311757 | Time: 2461.95 ms [2022-04-08 17:32:37 main:574] : INFO : Epoch 1796 | loss: 0.0311565 | val_loss: 0.0311833 | Time: 2474.73 ms [2022-04-08 17:32:39 main:574] : INFO : Epoch 1797 | loss: 0.0311527 | val_loss: 0.0311776 | Time: 2477.4 ms [2022-04-08 17:32:42 main:574] : INFO : Epoch 1798 | loss: 0.0311501 | val_loss: 0.0311827 | Time: 2476.41 ms [2022-04-08 17:32:44 main:574] : INFO : Epoch 1799 | loss: 0.0311485 | val_loss: 0.0311882 | Time: 2450.58 ms [2022-04-08 17:32:47 main:574] : INFO : Epoch 1800 | loss: 0.0311606 | val_loss: 0.0311813 | Time: 2427.51 ms [2022-04-08 17:32:49 main:574] : INFO : Epoch 1801 | loss: 0.0311575 | val_loss: 0.0311765 | Time: 2476.6 ms [2022-04-08 17:32:52 main:574] : INFO : Epoch 1802 | loss: 0.0311563 | val_loss: 0.0311807 | Time: 2525.43 ms [2022-04-08 17:32:54 main:574] : INFO : Epoch 1803 | loss: 0.0311511 | val_loss: 0.0311747 | Time: 2460.89 ms [2022-04-08 17:32:57 main:574] : INFO : Epoch 1804 | loss: 0.031148 | val_loss: 0.0311722 | Time: 2458.04 ms [2022-04-08 17:32:59 main:574] : INFO : Epoch 1805 | loss: 0.0311462 | val_loss: 0.0311818 | Time: 2511.36 ms [2022-04-08 17:33:02 main:574] : INFO : Epoch 1806 | loss: 0.031147 | val_loss: 0.0311894 | Time: 2494.05 ms [2022-04-08 17:33:04 main:574] : INFO : Epoch 1807 | loss: 0.0311562 | val_loss: 0.0311965 | Time: 2503.1 ms [2022-04-08 17:33:07 main:574] : INFO : Epoch 1808 | loss: 0.03115 | val_loss: 0.0311876 | Time: 2487.97 ms [2022-04-08 17:33:09 main:574] : INFO : Epoch 1809 | loss: 0.0311508 | val_loss: 0.0311786 | Time: 2458.81 ms [2022-04-08 17:33:12 main:574] : INFO : Epoch 1810 | loss: 0.0311484 | val_loss: 0.0311802 | Time: 2475.4 ms [2022-04-08 17:33:14 main:574] : INFO : Epoch 1811 | loss: 0.0311485 | val_loss: 0.031179 | Time: 2505.2 ms [2022-04-08 17:33:17 main:574] : INFO : Epoch 1812 | loss: 0.0311457 | val_loss: 0.0311891 | Time: 2499.55 ms [2022-04-08 17:33:19 main:574] : INFO : Epoch 1813 | loss: 0.0311444 | val_loss: 0.0311787 | Time: 2502.79 ms [2022-04-08 17:33:22 main:574] : INFO : Epoch 1814 | loss: 0.031148 | val_loss: 0.0311771 | Time: 2501.53 ms [2022-04-08 17:33:24 main:574] : INFO : Epoch 1815 | loss: 0.0311448 | val_loss: 0.0311887 | Time: 2479.24 ms [2022-04-08 17:33:27 main:574] : INFO : Epoch 1816 | loss: 0.0311499 | val_loss: 0.0311834 | Time: 2496.48 ms [2022-04-08 17:33:29 main:574] : INFO : Epoch 1817 | loss: 0.031144 | val_loss: 0.0311895 | Time: 2490.56 ms [2022-04-08 17:33:32 main:574] : INFO : Epoch 1818 | loss: 0.031146 | val_loss: 0.0311824 | Time: 2481.8 ms [2022-04-08 17:33:34 main:574] : INFO : Epoch 1819 | loss: 0.03115 | val_loss: 0.0311789 | Time: 2501.33 ms [2022-04-08 17:33:37 main:574] : INFO : Epoch 1820 | loss: 0.0311456 | val_loss: 0.0311783 | Time: 2496.06 ms [2022-04-08 17:33:39 main:574] : INFO : Epoch 1821 | loss: 0.0311437 | val_loss: 0.0311804 | Time: 2480.35 ms [2022-04-08 17:33:42 main:574] : INFO : Epoch 1822 | loss: 0.0311496 | val_loss: 0.0311771 | Time: 2511.47 ms [2022-04-08 17:33:44 main:574] : INFO : Epoch 1823 | loss: 0.0311514 | val_loss: 0.0311786 | Time: 2474.64 ms [2022-04-08 17:33:47 main:574] : INFO : Epoch 1824 | loss: 0.0311464 | val_loss: 0.0312032 | Time: 2512.34 ms [2022-04-08 17:33:49 main:574] : INFO : Epoch 1825 | loss: 0.0311468 | val_loss: 0.03118 | Time: 2500.08 ms [2022-04-08 17:33:51 main:574] : INFO : Epoch 1826 | loss: 0.031149 | val_loss: 0.0311787 | Time: 2468.14 ms [2022-04-08 17:33:54 main:574] : INFO : Epoch 1827 | loss: 0.0311483 | val_loss: 0.0311839 | Time: 2468.12 ms [2022-04-08 17:33:56 main:574] : INFO : Epoch 1828 | loss: 0.0311494 | val_loss: 0.0311938 | Time: 2479.11 ms [2022-04-08 17:33:59 main:574] : INFO : Epoch 1829 | loss: 0.0311502 | val_loss: 0.0311883 | Time: 2479.42 ms [2022-04-08 17:34:01 main:574] : INFO : Epoch 1830 | loss: 0.0311567 | val_loss: 0.0311827 | Time: 2505.5 ms [2022-04-08 17:34:04 main:574] : INFO : Epoch 1831 | loss: 0.0311549 | val_loss: 0.031176 | Time: 2503.19 ms [2022-04-08 17:34:06 main:574] : INFO : Epoch 1832 | loss: 0.0311497 | val_loss: 0.0311824 | Time: 2491.92 ms [2022-04-08 17:34:09 main:574] : INFO : Epoch 1833 | loss: 0.0311489 | val_loss: 0.0311785 | Time: 2494.45 ms [2022-04-08 17:34:11 main:574] : INFO : Epoch 1834 | loss: 0.0311444 | val_loss: 0.0311818 | Time: 2483.73 ms [2022-04-08 17:34:14 main:574] : INFO : Epoch 1835 | loss: 0.0311441 | val_loss: 0.0311822 | Time: 2501.13 ms [2022-04-08 17:34:16 main:574] : INFO : Epoch 1836 | loss: 0.0311443 | val_loss: 0.0311817 | Time: 2498.22 ms [2022-04-08 17:34:19 main:574] : INFO : Epoch 1837 | loss: 0.0311451 | val_loss: 0.0311841 | Time: 2493.82 ms [2022-04-08 17:34:21 main:574] : INFO : Epoch 1838 | loss: 0.0311509 | val_loss: 0.0311961 | Time: 2488.07 ms [2022-04-08 17:34:24 main:574] : INFO : Epoch 1839 | loss: 0.0311504 | val_loss: 0.0311806 | Time: 2472.25 ms [2022-04-08 17:34:26 main:574] : INFO : Epoch 1840 | loss: 0.0311461 | val_loss: 0.0311865 | Time: 2494.15 ms [2022-04-08 17:34:29 main:574] : INFO : Epoch 1841 | loss: 0.0311449 | val_loss: 0.0311857 | Time: 2523.03 ms [2022-04-08 17:34:31 main:574] : INFO : Epoch 1842 | loss: 0.0311611 | val_loss: 0.0311933 | Time: 2488.93 ms [2022-04-08 17:34:34 main:574] : INFO : Epoch 1843 | loss: 0.0311547 | val_loss: 0.0311805 | Time: 2497.16 ms [2022-04-08 17:34:36 main:574] : INFO : Epoch 1844 | loss: 0.031147 | val_loss: 0.0311846 | Time: 2490.53 ms [2022-04-08 17:34:39 main:574] : INFO : Epoch 1845 | loss: 0.0311478 | val_loss: 0.0311786 | Time: 2486.44 ms [2022-04-08 17:34:41 main:574] : INFO : Epoch 1846 | loss: 0.0311509 | val_loss: 0.031186 | Time: 2493.48 ms [2022-04-08 17:34:44 main:574] : INFO : Epoch 1847 | loss: 0.0311501 | val_loss: 0.0312061 | Time: 2504.83 ms [2022-04-08 17:34:46 main:574] : INFO : Epoch 1848 | loss: 0.0311503 | val_loss: 0.0311817 | Time: 2492.84 ms [2022-04-08 17:34:49 main:574] : INFO : Epoch 1849 | loss: 0.0311429 | val_loss: 0.0311816 | Time: 2468.44 ms [2022-04-08 17:34:51 main:574] : INFO : Epoch 1850 | loss: 0.0311445 | val_loss: 0.0311825 | Time: 2513.54 ms [2022-04-08 17:34:54 main:574] : INFO : Epoch 1851 | loss: 0.0311479 | val_loss: 0.0311894 | Time: 2497.52 ms [2022-04-08 17:34:56 main:574] : INFO : Epoch 1852 | loss: 0.0311534 | val_loss: 0.031183 | Time: 2506.43 ms [2022-04-08 17:34:59 main:574] : INFO : Epoch 1853 | loss: 0.0311456 | val_loss: 0.0311902 | Time: 2494.59 ms [2022-04-08 17:35:01 main:574] : INFO : Epoch 1854 | loss: 0.0311456 | val_loss: 0.031186 | Time: 2491.08 ms [2022-04-08 17:35:04 main:574] : INFO : Epoch 1855 | loss: 0.0311441 | val_loss: 0.0311861 | Time: 2464.17 ms [2022-04-08 17:35:06 main:574] : INFO : Epoch 1856 | loss: 0.0311444 | val_loss: 0.031202 | Time: 2480.79 ms [2022-04-08 17:35:09 main:574] : INFO : Epoch 1857 | loss: 0.0311511 | val_loss: 0.031181 | Time: 2466 ms [2022-04-08 17:35:11 main:574] : INFO : Epoch 1858 | loss: 0.0311435 | val_loss: 0.031198 | Time: 2476.05 ms [2022-04-08 17:35:14 main:574] : INFO : Epoch 1859 | loss: 0.0311576 | val_loss: 0.0311747 | Time: 2489.85 ms [2022-04-08 17:35:16 main:574] : INFO : Epoch 1860 | loss: 0.0311653 | val_loss: 0.0311812 | Time: 2504.05 ms [2022-04-08 17:35:19 main:574] : INFO : Epoch 1861 | loss: 0.0311538 | val_loss: 0.0311744 | Time: 2514.46 ms [2022-04-08 17:35:21 main:574] : INFO : Epoch 1862 | loss: 0.0311568 | val_loss: 0.0311791 | Time: 2478.64 ms [2022-04-08 17:35:24 main:574] : INFO : Epoch 1863 | loss: 0.0311535 | val_loss: 0.0311732 | Time: 2511.59 ms [2022-04-08 17:35:26 main:574] : INFO : Epoch 1864 | loss: 0.0311508 | val_loss: 0.031179 | Time: 2504.62 ms [2022-04-08 17:35:29 main:574] : INFO : Epoch 1865 | loss: 0.0311569 | val_loss: 0.0311751 | Time: 2460.55 ms [2022-04-08 17:35:31 main:574] : INFO : Epoch 1866 | loss: 0.0311611 | val_loss: 0.0311967 | Time: 2457.27 ms [2022-04-08 17:35:34 main:574] : INFO : Epoch 1867 | loss: 0.0311632 | val_loss: 0.0311702 | Time: 2500.46 ms [2022-04-08 17:35:36 main:574] : INFO : Epoch 1868 | loss: 0.0311564 | val_loss: 0.0311789 | Time: 2494.11 ms [2022-04-08 17:35:39 main:574] : INFO : Epoch 1869 | loss: 0.0311525 | val_loss: 0.0311808 | Time: 2496.91 ms [2022-04-08 17:35:41 main:574] : INFO : Epoch 1870 | loss: 0.0311525 | val_loss: 0.0311694 | Time: 2477.92 ms [2022-04-08 17:35:44 main:574] : INFO : Epoch 1871 | loss: 0.0311495 | val_loss: 0.0311761 | Time: 2501.92 ms [2022-04-08 17:35:46 main:574] : INFO : Epoch 1872 | loss: 0.0311584 | val_loss: 0.031199 | Time: 2487.87 ms [2022-04-08 17:35:49 main:574] : INFO : Epoch 1873 | loss: 0.0311536 | val_loss: 0.0311801 | Time: 2484.79 ms [2022-04-08 17:35:51 main:574] : INFO : Epoch 1874 | loss: 0.0311513 | val_loss: 0.0311821 | Time: 2460.35 ms [2022-04-08 17:35:54 main:574] : INFO : Epoch 1875 | loss: 0.0311466 | val_loss: 0.03118 | Time: 2473.82 ms [2022-04-08 17:35:56 main:574] : INFO : Epoch 1876 | loss: 0.0311455 | val_loss: 0.0311823 | Time: 2503.95 ms [2022-04-08 17:35:59 main:574] : INFO : Epoch 1877 | loss: 0.0311467 | val_loss: 0.0311849 | Time: 2486.78 ms [2022-04-08 17:36:01 main:574] : INFO : Epoch 1878 | loss: 0.0311496 | val_loss: 0.0311745 | Time: 2505.64 ms [2022-04-08 17:36:04 main:574] : INFO : Epoch 1879 | loss: 0.0311505 | val_loss: 0.0311772 | Time: 2501.94 ms [2022-04-08 17:36:06 main:574] : INFO : Epoch 1880 | loss: 0.0311514 | val_loss: 0.0311767 | Time: 2486.96 ms [2022-04-08 17:36:09 main:574] : INFO : Epoch 1881 | loss: 0.0311474 | val_loss: 0.0311793 | Time: 2490.97 ms [2022-04-08 17:36:11 main:574] : INFO : Epoch 1882 | loss: 0.0311512 | val_loss: 0.0311801 | Time: 2479.85 ms [2022-04-08 17:36:14 main:574] : INFO : Epoch 1883 | loss: 0.0311544 | val_loss: 0.031189 | Time: 2485.17 ms [2022-04-08 17:36:16 main:574] : INFO : Epoch 1884 | loss: 0.0311517 | val_loss: 0.0311858 | Time: 2486.51 ms [2022-04-08 17:36:19 main:574] : INFO : Epoch 1885 | loss: 0.0311513 | val_loss: 0.0311851 | Time: 2472.93 ms [2022-04-08 17:36:21 main:574] : INFO : Epoch 1886 | loss: 0.031147 | val_loss: 0.0311866 | Time: 2482.63 ms [2022-04-08 17:36:24 main:574] : INFO : Epoch 1887 | loss: 0.0311496 | val_loss: 0.0311941 | Time: 2518.58 ms [2022-04-08 17:36:26 main:574] : INFO : Epoch 1888 | loss: 0.0311515 | val_loss: 0.0311811 | Time: 2508.58 ms [2022-04-08 17:36:29 main:574] : INFO : Epoch 1889 | loss: 0.0311523 | val_loss: 0.0311862 | Time: 2509.24 ms [2022-04-08 17:36:31 main:574] : INFO : Epoch 1890 | loss: 0.031153 | val_loss: 0.0311874 | Time: 2493.46 ms [2022-04-08 17:36:34 main:574] : INFO : Epoch 1891 | loss: 0.0311474 | val_loss: 0.0311732 | Time: 2527.17 ms [2022-04-08 17:36:36 main:574] : INFO : Epoch 1892 | loss: 0.0311517 | val_loss: 0.0311747 | Time: 2473.31 ms [2022-04-08 17:36:39 main:574] : INFO : Epoch 1893 | loss: 0.0311524 | val_loss: 0.0311782 | Time: 2482.5 ms [2022-04-08 17:36:41 main:574] : INFO : Epoch 1894 | loss: 0.0311482 | val_loss: 0.0311814 | Time: 2450.25 ms [2022-04-08 17:36:43 main:574] : INFO : Epoch 1895 | loss: 0.0311454 | val_loss: 0.031186 | Time: 2477.61 ms [2022-04-08 17:36:46 main:574] : INFO : Epoch 1896 | loss: 0.0311531 | val_loss: 0.0311825 | Time: 2505.52 ms [2022-04-08 17:36:48 main:574] : INFO : Epoch 1897 | loss: 0.0311502 | val_loss: 0.0311988 | Time: 2523.07 ms [2022-04-08 17:36:51 main:574] : INFO : Epoch 1898 | loss: 0.0311454 | val_loss: 0.0311814 | Time: 2522.33 ms [2022-04-08 17:36:54 main:574] : INFO : Epoch 1899 | loss: 0.0311444 | val_loss: 0.0311753 | Time: 2524.06 ms [2022-04-08 17:36:56 main:574] : INFO : Epoch 1900 | loss: 0.0311523 | val_loss: 0.0311861 | Time: 2506.06 ms [2022-04-08 17:36:59 main:574] : INFO : Epoch 1901 | loss: 0.031154 | val_loss: 0.0311851 | Time: 2519.37 ms [2022-04-08 17:37:01 main:574] : INFO : Epoch 1902 | loss: 0.0311573 | val_loss: 0.0312 | Time: 2468.77 ms [2022-04-08 17:37:04 main:574] : INFO : Epoch 1903 | loss: 0.0311588 | val_loss: 0.0311818 | Time: 2504.58 ms [2022-04-08 17:37:06 main:574] : INFO : Epoch 1904 | loss: 0.0311517 | val_loss: 0.031175 | Time: 2505.3 ms [2022-04-08 17:37:09 main:574] : INFO : Epoch 1905 | loss: 0.0311471 | val_loss: 0.0311868 | Time: 2515.62 ms [2022-04-08 17:37:11 main:574] : INFO : Epoch 1906 | loss: 0.0311424 | val_loss: 0.0311805 | Time: 2525.28 ms [2022-04-08 17:37:14 main:574] : INFO : Epoch 1907 | loss: 0.0311405 | val_loss: 0.0311827 | Time: 2524.72 ms [2022-04-08 17:37:16 main:574] : INFO : Epoch 1908 | loss: 0.0311456 | val_loss: 0.0311966 | Time: 2481.45 ms [2022-04-08 17:37:19 main:574] : INFO : Epoch 1909 | loss: 0.0311501 | val_loss: 0.0311852 | Time: 2498.3 ms [2022-04-08 17:37:21 main:574] : INFO : Epoch 1910 | loss: 0.031145 | val_loss: 0.0311843 | Time: 2463.13 ms [2022-04-08 17:37:24 main:574] : INFO : Epoch 1911 | loss: 0.0311435 | val_loss: 0.0311873 | Time: 2507.79 ms [2022-04-08 17:37:26 main:574] : INFO : Epoch 1912 | loss: 0.031149 | val_loss: 0.0311936 | Time: 2499.87 ms [2022-04-08 17:37:29 main:574] : INFO : Epoch 1913 | loss: 0.0311486 | val_loss: 0.0311901 | Time: 2506.09 ms [2022-04-08 17:37:31 main:574] : INFO : Epoch 1914 | loss: 0.0311439 | val_loss: 0.031183 | Time: 2516.4 ms [2022-04-08 17:37:34 main:574] : INFO : Epoch 1915 | loss: 0.0311469 | val_loss: 0.0311935 | Time: 2529.14 ms [2022-04-08 17:37:36 main:574] : INFO : Epoch 1916 | loss: 0.0311437 | val_loss: 0.0311843 | Time: 2500 ms [2022-04-08 17:37:39 main:574] : INFO : Epoch 1917 | loss: 0.0311396 | val_loss: 0.0311845 | Time: 2519.7 ms [2022-04-08 17:37:41 main:574] : INFO : Epoch 1918 | loss: 0.0311408 | val_loss: 0.0311836 | Time: 2526.91 ms [2022-04-08 17:37:44 main:574] : INFO : Epoch 1919 | loss: 0.0311458 | val_loss: 0.0311861 | Time: 2507.66 ms [2022-04-08 17:37:46 main:574] : INFO : Epoch 1920 | loss: 0.031142 | val_loss: 0.0311954 | Time: 2508.47 ms [2022-04-08 17:37:49 main:574] : INFO : Epoch 1921 | loss: 0.0311423 | val_loss: 0.0311801 | Time: 2509.1 ms [2022-04-08 17:37:51 main:574] : INFO : Epoch 1922 | loss: 0.0311402 | val_loss: 0.0312066 | Time: 2519.49 ms [2022-04-08 17:37:54 main:574] : INFO : Epoch 1923 | loss: 0.0311491 | val_loss: 0.031183 | Time: 2497.58 ms [2022-04-08 17:37:56 main:574] : INFO : Epoch 1924 | loss: 0.031145 | val_loss: 0.0311847 | Time: 2532.75 ms [2022-04-08 17:37:59 main:574] : INFO : Epoch 1925 | loss: 0.0311649 | val_loss: 0.0311882 | Time: 2529.48 ms [2022-04-08 17:38:01 main:574] : INFO : Epoch 1926 | loss: 0.0311637 | val_loss: 0.0311767 | Time: 2494.55 ms [2022-04-08 17:38:04 main:574] : INFO : Epoch 1927 | loss: 0.0311556 | val_loss: 0.0311784 | Time: 2515.17 ms [2022-04-08 17:38:06 main:574] : INFO : Epoch 1928 | loss: 0.0311513 | val_loss: 0.0311771 | Time: 2518.65 ms [2022-04-08 17:38:09 main:574] : INFO : Epoch 1929 | loss: 0.0311532 | val_loss: 0.0311898 | Time: 2500.52 ms [2022-04-08 17:38:11 main:574] : INFO : Epoch 1930 | loss: 0.0311572 | val_loss: 0.03118 | Time: 2529.22 ms [2022-04-08 17:38:14 main:574] : INFO : Epoch 1931 | loss: 0.0311545 | val_loss: 0.0311767 | Time: 2512.11 ms [2022-04-08 17:38:16 main:574] : INFO : Epoch 1932 | loss: 0.0311572 | val_loss: 0.0311933 | Time: 2522.69 ms [2022-04-08 17:38:19 main:574] : INFO : Epoch 1933 | loss: 0.0311592 | val_loss: 0.0311853 | Time: 2508.72 ms [2022-04-08 17:38:21 main:574] : INFO : Epoch 1934 | loss: 0.0311572 | val_loss: 0.0311887 | Time: 2508.8 ms [2022-04-08 17:38:24 main:574] : INFO : Epoch 1935 | loss: 0.0311474 | val_loss: 0.0311829 | Time: 2533.5 ms [2022-04-08 17:38:26 main:574] : INFO : Epoch 1936 | loss: 0.0311475 | val_loss: 0.0311885 | Time: 2481.55 ms [2022-04-08 17:38:29 main:574] : INFO : Epoch 1937 | loss: 0.0311464 | val_loss: 0.0311834 | Time: 2484.94 ms [2022-04-08 17:38:31 main:574] : INFO : Epoch 1938 | loss: 0.0311456 | val_loss: 0.0311885 | Time: 2527.75 ms [2022-04-08 17:38:34 main:574] : INFO : Epoch 1939 | loss: 0.0311498 | val_loss: 0.0311883 | Time: 2538.28 ms [2022-04-08 17:38:37 main:574] : INFO : Epoch 1940 | loss: 0.0311407 | val_loss: 0.0311858 | Time: 2528.25 ms [2022-04-08 17:38:39 main:574] : INFO : Epoch 1941 | loss: 0.0311399 | val_loss: 0.0311935 | Time: 2529.88 ms [2022-04-08 17:38:42 main:574] : INFO : Epoch 1942 | loss: 0.0311424 | val_loss: 0.0311948 | Time: 2509.29 ms [2022-04-08 17:38:44 main:574] : INFO : Epoch 1943 | loss: 0.0311463 | val_loss: 0.0311875 | Time: 2525.64 ms [2022-04-08 17:38:47 main:574] : INFO : Epoch 1944 | loss: 0.0311417 | val_loss: 0.0311853 | Time: 2517.74 ms [2022-04-08 17:38:49 main:574] : INFO : Epoch 1945 | loss: 0.031138 | val_loss: 0.031175 | Time: 2518.81 ms [2022-04-08 17:38:52 main:574] : INFO : Epoch 1946 | loss: 0.031145 | val_loss: 0.0311898 | Time: 2514.96 ms [2022-04-08 17:38:54 main:574] : INFO : Epoch 1947 | loss: 0.0311391 | val_loss: 0.031185 | Time: 2515.44 ms [2022-04-08 17:38:57 main:574] : INFO : Epoch 1948 | loss: 0.0311359 | val_loss: 0.0311874 | Time: 2511.83 ms [2022-04-08 17:38:59 main:574] : INFO : Epoch 1949 | loss: 0.0311359 | val_loss: 0.0311907 | Time: 2557.08 ms [2022-04-08 17:39:02 main:574] : INFO : Epoch 1950 | loss: 0.0311371 | val_loss: 0.031202 | Time: 2503.12 ms [2022-04-08 17:39:04 main:574] : INFO : Epoch 1951 | loss: 0.0311388 | val_loss: 0.0311797 | Time: 2484.72 ms [2022-04-08 17:39:07 main:574] : INFO : Epoch 1952 | loss: 0.0311365 | val_loss: 0.031191 | Time: 2487.2 ms [2022-04-08 17:39:09 main:574] : INFO : Epoch 1953 | loss: 0.0311374 | val_loss: 0.0311796 | Time: 2488.08 ms [2022-04-08 17:39:12 main:574] : INFO : Epoch 1954 | loss: 0.0311382 | val_loss: 0.031206 | Time: 2494.83 ms [2022-04-08 17:39:14 main:574] : INFO : Epoch 1955 | loss: 0.0311417 | val_loss: 0.0311834 | Time: 2482.96 ms [2022-04-08 17:39:17 main:574] : INFO : Epoch 1956 | loss: 0.0311427 | val_loss: 0.0311763 | Time: 2489.89 ms [2022-04-08 17:39:19 main:574] : INFO : Epoch 1957 | loss: 0.0311438 | val_loss: 0.0311917 | Time: 2503 ms [2022-04-08 17:39:22 main:574] : INFO : Epoch 1958 | loss: 0.0311401 | val_loss: 0.0311832 | Time: 2493.54 ms [2022-04-08 17:39:24 main:574] : INFO : Epoch 1959 | loss: 0.0311406 | val_loss: 0.0311818 | Time: 2455.96 ms [2022-04-08 17:39:27 main:574] : INFO : Epoch 1960 | loss: 0.0311525 | val_loss: 0.031181 | Time: 2508.36 ms [2022-04-08 17:39:29 main:574] : INFO : Epoch 1961 | loss: 0.0311455 | val_loss: 0.0311869 | Time: 2489.51 ms [2022-04-08 17:39:32 main:574] : INFO : Epoch 1962 | loss: 0.0311409 | val_loss: 0.0311819 | Time: 2468.57 ms [2022-04-08 17:39:34 main:574] : INFO : Epoch 1963 | loss: 0.0311403 | val_loss: 0.0311848 | Time: 2493.01 ms [2022-04-08 17:39:37 main:574] : INFO : Epoch 1964 | loss: 0.0311466 | val_loss: 0.0312057 | Time: 2469.53 ms [2022-04-08 17:39:39 main:574] : INFO : Epoch 1965 | loss: 0.0311506 | val_loss: 0.0311907 | Time: 2473.74 ms [2022-04-08 17:39:42 main:574] : INFO : Epoch 1966 | loss: 0.0311385 | val_loss: 0.0311851 | Time: 2498.36 ms [2022-04-08 17:39:44 main:574] : INFO : Epoch 1967 | loss: 0.0311369 | val_loss: 0.0311777 | Time: 2505.73 ms [2022-04-08 17:39:47 main:574] : INFO : Epoch 1968 | loss: 0.0311371 | val_loss: 0.0311888 | Time: 2491.5 ms [2022-04-08 17:39:49 main:574] : INFO : Epoch 1969 | loss: 0.0311358 | val_loss: 0.0311788 | Time: 2478.55 ms [2022-04-08 17:39:52 main:574] : INFO : Epoch 1970 | loss: 0.0311388 | val_loss: 0.0311994 | Time: 2507.86 ms [2022-04-08 17:39:54 main:574] : INFO : Epoch 1971 | loss: 0.0311357 | val_loss: 0.0311859 | Time: 2515.02 ms [2022-04-08 17:39:57 main:574] : INFO : Epoch 1972 | loss: 0.0311398 | val_loss: 0.0311911 | Time: 2499.08 ms [2022-04-08 17:39:59 main:574] : INFO : Epoch 1973 | loss: 0.0311419 | val_loss: 0.0312004 | Time: 2503.93 ms [2022-04-08 17:40:02 main:574] : INFO : Epoch 1974 | loss: 0.0311389 | val_loss: 0.0311827 | Time: 2507.43 ms [2022-04-08 17:40:04 main:574] : INFO : Epoch 1975 | loss: 0.0311418 | val_loss: 0.0311839 | Time: 2509.09 ms [2022-04-08 17:40:07 main:574] : INFO : Epoch 1976 | loss: 0.0311377 | val_loss: 0.0311843 | Time: 2512.18 ms [2022-04-08 17:40:09 main:574] : INFO : Epoch 1977 | loss: 0.0311429 | val_loss: 0.0311869 | Time: 2490.77 ms [2022-04-08 17:40:12 main:574] : INFO : Epoch 1978 | loss: 0.0311382 | val_loss: 0.0311902 | Time: 2468.49 ms [2022-04-08 17:40:14 main:574] : INFO : Epoch 1979 | loss: 0.031144 | val_loss: 0.0311754 | Time: 2499.54 ms [2022-04-08 17:40:17 main:574] : INFO : Epoch 1980 | loss: 0.0311456 | val_loss: 0.0311935 | Time: 2493.35 ms [2022-04-08 17:40:19 main:574] : INFO : Epoch 1981 | loss: 0.0311502 | val_loss: 0.0311899 | Time: 2515.87 ms [2022-04-08 17:40:22 main:574] : INFO : Epoch 1982 | loss: 0.0311798 | val_loss: 0.0311766 | Time: 2532.54 ms [2022-04-08 17:40:24 main:574] : INFO : Epoch 1983 | loss: 0.0311805 | val_loss: 0.0311746 | Time: 2506.98 ms [2022-04-08 17:40:27 main:574] : INFO : Epoch 1984 | loss: 0.0311736 | val_loss: 0.0311722 | Time: 2510.15 ms [2022-04-08 17:40:29 main:574] : INFO : Epoch 1985 | loss: 0.0311714 | val_loss: 0.031172 | Time: 2503.95 ms [2022-04-08 17:40:32 main:574] : INFO : Epoch 1986 | loss: 0.0311679 | val_loss: 0.0311661 | Time: 2483.36 ms [2022-04-08 17:40:34 main:574] : INFO : Epoch 1987 | loss: 0.0311652 | val_loss: 0.0311636 | Time: 2493.79 ms [2022-04-08 17:40:37 main:574] : INFO : Epoch 1988 | loss: 0.0311621 | val_loss: 0.031164 | Time: 2487.1 ms [2022-04-08 17:40:39 main:574] : INFO : Epoch 1989 | loss: 0.0311616 | val_loss: 0.0311673 | Time: 2499.95 ms [2022-04-08 17:40:42 main:574] : INFO : Epoch 1990 | loss: 0.0311664 | val_loss: 0.0311724 | Time: 2456.34 ms [2022-04-08 17:40:44 main:574] : INFO : Epoch 1991 | loss: 0.0311678 | val_loss: 0.0311673 | Time: 2504.43 ms [2022-04-08 17:40:47 main:574] : INFO : Epoch 1992 | loss: 0.0311642 | val_loss: 0.0311632 | Time: 2486.18 ms [2022-04-08 17:40:49 main:574] : INFO : Epoch 1993 | loss: 0.0311672 | val_loss: 0.0311686 | Time: 2456.96 ms [2022-04-08 17:40:52 main:574] : INFO : Epoch 1994 | loss: 0.0311665 | val_loss: 0.0311635 | Time: 2484.65 ms [2022-04-08 17:40:54 main:574] : INFO : Epoch 1995 | loss: 0.0311643 | val_loss: 0.0311665 | Time: 2478.13 ms [2022-04-08 17:40:57 main:574] : INFO : Epoch 1996 | loss: 0.0311633 | val_loss: 0.031162 | Time: 2502.48 ms [2022-04-08 17:40:59 main:574] : INFO : Epoch 1997 | loss: 0.0311592 | val_loss: 0.0311642 | Time: 2469.79 ms [2022-04-08 17:41:01 main:574] : INFO : Epoch 1998 | loss: 0.0311563 | val_loss: 0.0311643 | Time: 2486.5 ms [2022-04-08 17:41:04 main:574] : INFO : Epoch 1999 | loss: 0.0311552 | val_loss: 0.0311642 | Time: 2493.81 ms [2022-04-08 17:41:06 main:574] : INFO : Epoch 2000 | loss: 0.0311566 | val_loss: 0.0311645 | Time: 2497.67 ms [2022-04-08 17:41:09 main:574] : INFO : Epoch 2001 | loss: 0.0311554 | val_loss: 0.0311662 | Time: 2505.29 ms [2022-04-08 17:41:11 main:574] : INFO : Epoch 2002 | loss: 0.0311553 | val_loss: 0.0311688 | Time: 2466.62 ms [2022-04-08 17:41:14 main:574] : INFO : Epoch 2003 | loss: 0.0311556 | val_loss: 0.031165 | Time: 2475.52 ms [2022-04-08 17:41:16 main:574] : INFO : Epoch 2004 | loss: 0.0311569 | val_loss: 0.0311714 | Time: 2479.11 ms [2022-04-08 17:41:19 main:574] : INFO : Epoch 2005 | loss: 0.0311528 | val_loss: 0.0311659 | Time: 2472.92 ms [2022-04-08 17:41:21 main:574] : INFO : Epoch 2006 | loss: 0.0311513 | val_loss: 0.0311662 | Time: 2491.44 ms [2022-04-08 17:41:24 main:574] : INFO : Epoch 2007 | loss: 0.0311509 | val_loss: 0.0311698 | Time: 2505.79 ms [2022-04-08 17:41:26 main:574] : INFO : Epoch 2008 | loss: 0.0311498 | val_loss: 0.0311681 | Time: 2493.68 ms [2022-04-08 17:41:29 main:574] : INFO : Epoch 2009 | loss: 0.0311543 | val_loss: 0.0311724 | Time: 2481.91 ms [2022-04-08 17:41:31 main:574] : INFO : Epoch 2010 | loss: 0.0311531 | val_loss: 0.0311744 | Time: 2471 ms [2022-04-08 17:41:34 main:574] : INFO : Epoch 2011 | loss: 0.0311517 | val_loss: 0.0311698 | Time: 2500 ms [2022-04-08 17:41:36 main:574] : INFO : Epoch 2012 | loss: 0.0311541 | val_loss: 0.0311715 | Time: 2486.77 ms [2022-04-08 17:41:39 main:574] : INFO : Epoch 2013 | loss: 0.0311516 | val_loss: 0.031182 | Time: 2474.81 ms [2022-04-08 17:41:41 main:574] : INFO : Epoch 2014 | loss: 0.0311529 | val_loss: 0.0311713 | Time: 2493.29 ms [2022-04-08 17:41:44 main:574] : INFO : Epoch 2015 | loss: 0.0311544 | val_loss: 0.0311766 | Time: 2465.8 ms [2022-04-08 17:41:46 main:574] : INFO : Epoch 2016 | loss: 0.0311544 | val_loss: 0.0311667 | Time: 2473.83 ms [2022-04-08 17:41:49 main:574] : INFO : Epoch 2017 | loss: 0.0311528 | val_loss: 0.0311725 | Time: 2480.37 ms [2022-04-08 17:41:51 main:574] : INFO : Epoch 2018 | loss: 0.0311543 | val_loss: 0.0311775 | Time: 2471.65 ms [2022-04-08 17:41:54 main:574] : INFO : Epoch 2019 | loss: 0.0311479 | val_loss: 0.031169 | Time: 2477.37 ms [2022-04-08 17:41:56 main:574] : INFO : Epoch 2020 | loss: 0.0311478 | val_loss: 0.0311674 | Time: 2479.2 ms [2022-04-08 17:41:59 main:574] : INFO : Epoch 2021 | loss: 0.0311472 | val_loss: 0.0311785 | Time: 2468.58 ms [2022-04-08 17:42:01 main:574] : INFO : Epoch 2022 | loss: 0.0311495 | val_loss: 0.0311711 | Time: 2488.64 ms [2022-04-08 17:42:04 main:574] : INFO : Epoch 2023 | loss: 0.0311501 | val_loss: 0.0311755 | Time: 2490.35 ms [2022-04-08 17:42:06 main:574] : INFO : Epoch 2024 | loss: 0.0311527 | val_loss: 0.0311699 | Time: 2464.16 ms [2022-04-08 17:42:09 main:574] : INFO : Epoch 2025 | loss: 0.0311489 | val_loss: 0.0311679 | Time: 2495.26 ms [2022-04-08 17:42:11 main:574] : INFO : Epoch 2026 | loss: 0.031146 | val_loss: 0.0311839 | Time: 2513.46 ms [2022-04-08 17:42:14 main:574] : INFO : Epoch 2027 | loss: 0.0311487 | val_loss: 0.0311716 | Time: 2510.06 ms [2022-04-08 17:42:16 main:574] : INFO : Epoch 2028 | loss: 0.0311475 | val_loss: 0.0311777 | Time: 2494.52 ms [2022-04-08 17:42:19 main:574] : INFO : Epoch 2029 | loss: 0.0311512 | val_loss: 0.0311678 | Time: 2507.99 ms [2022-04-08 17:42:21 main:574] : INFO : Epoch 2030 | loss: 0.0311488 | val_loss: 0.0311725 | Time: 2506.58 ms [2022-04-08 17:42:24 main:574] : INFO : Epoch 2031 | loss: 0.0311537 | val_loss: 0.0311686 | Time: 2511.27 ms [2022-04-08 17:42:25 main:574] : INFO : Epoch 2032 | loss: 0.0311578 | val_loss: 0.0311802 | Time: 1794.74 ms [2022-04-08 17:42:27 main:574] : INFO : Epoch 2033 | loss: 0.031153 | val_loss: 0.0311715 | Time: 1852.33 ms [2022-04-08 17:42:29 main:574] : INFO : Epoch 2034 | loss: 0.0311477 | val_loss: 0.0311682 | Time: 1885.87 ms [2022-04-08 17:42:31 main:574] : INFO : Epoch 2035 | loss: 0.0311486 | val_loss: 0.0311656 | Time: 1865.94 ms [2022-04-08 17:42:33 main:574] : INFO : Epoch 2036 | loss: 0.0311508 | val_loss: 0.0311663 | Time: 1844.37 ms [2022-04-08 17:42:35 main:574] : INFO : Epoch 2037 | loss: 0.0311517 | val_loss: 0.0311679 | Time: 1861.99 ms [2022-04-08 17:42:37 main:574] : INFO : Epoch 2038 | loss: 0.031152 | val_loss: 0.0311736 | Time: 1785.48 ms [2022-04-08 17:42:38 main:574] : INFO : Epoch 2039 | loss: 0.0311542 | val_loss: 0.0311756 | Time: 1824.35 ms [2022-04-08 17:42:40 main:574] : INFO : Epoch 2040 | loss: 0.0311495 | val_loss: 0.031173 | Time: 1793.02 ms [2022-04-08 17:42:42 main:574] : INFO : Epoch 2041 | loss: 0.0311465 | val_loss: 0.0311684 | Time: 1849.97 ms [2022-04-08 17:42:45 main:574] : INFO : Epoch 2042 | loss: 0.0311475 | val_loss: 0.0311708 | Time: 2494.54 ms [2022-04-08 17:42:47 main:574] : INFO : Epoch 2043 | loss: 0.0311631 | val_loss: 0.031177 | Time: 2511.6 ms [2022-04-08 17:42:50 main:574] : INFO : Epoch 2044 | loss: 0.0311526 | val_loss: 0.0311702 | Time: 2506.36 ms [2022-04-08 17:42:52 main:574] : INFO : Epoch 2045 | loss: 0.0311448 | val_loss: 0.0311724 | Time: 2483.56 ms [2022-04-08 17:42:55 main:574] : INFO : Epoch 2046 | loss: 0.0311454 | val_loss: 0.0311803 | Time: 2520.56 ms [2022-04-08 17:42:57 main:574] : INFO : Epoch 2047 | loss: 0.0311449 | val_loss: 0.0311759 | Time: 2494.34 ms [2022-04-08 17:43:00 main:574] : INFO : Epoch 2048 | loss: 0.0311465 | val_loss: 0.0311773 | Time: 2502.8 ms [2022-04-08 17:43:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311773 [2022-04-08 17:43:00 main:603] : INFO : Saving end state to config to file [2022-04-08 17:43:00 main:608] : INFO : Success, exiting.. 17:43:00 (12548): 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)