Task 7663277
| Name | ParityModified-1631732467-16118-2_1 |
| Workunit | 5253924 |
| Created | 28 Sep 2021, 1:59:09 UTC |
| Sent | 28 Sep 2021, 2:32:41 UTC |
| Report deadline | 5 Oct 2021, 2:32:41 UTC |
| Received | 28 Sep 2021, 16:42:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5670 |
| Run time | 1 hours 29 min 25 sec |
| CPU time | 1 hours 18 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,407.08 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311749 | val_loss: 0.0311819 | Time: 2659.6 ms
[2021-09-28 10:20:05 main:574] : INFO : Epoch 1543 | loss: 0.031174 | val_loss: 0.0311805 | Time: 2620.14 ms
[2021-09-28 10:20:08 main:574] : INFO : Epoch 1544 | loss: 0.0311739 | val_loss: 0.0311832 | Time: 2569.21 ms
[2021-09-28 10:20:10 main:574] : INFO : Epoch 1545 | loss: 0.0311742 | val_loss: 0.0311817 | Time: 2633.67 ms
[2021-09-28 10:20:13 main:574] : INFO : Epoch 1546 | loss: 0.0311745 | val_loss: 0.031182 | Time: 2694.84 ms
[2021-09-28 10:20:16 main:574] : INFO : Epoch 1547 | loss: 0.0311732 | val_loss: 0.0311818 | Time: 2465.29 ms
[2021-09-28 10:20:18 main:574] : INFO : Epoch 1548 | loss: 0.0311746 | val_loss: 0.0311809 | Time: 2628.19 ms
[2021-09-28 10:20:21 main:574] : INFO : Epoch 1549 | loss: 0.0311734 | val_loss: 0.0311876 | Time: 2540.72 ms
[2021-09-28 10:20:23 main:574] : INFO : Epoch 1550 | loss: 0.0311732 | val_loss: 0.031184 | Time: 2560.39 ms
[2021-09-28 10:20:26 main:574] : INFO : Epoch 1551 | loss: 0.0311733 | val_loss: 0.0311824 | Time: 2563.21 ms
[2021-09-28 10:20:28 main:574] : INFO : Epoch 1552 | loss: 0.0311767 | val_loss: 0.0311887 | Time: 2570.68 ms
[2021-09-28 10:20:31 main:574] : INFO : Epoch 1553 | loss: 0.0311772 | val_loss: 0.031185 | Time: 2466.64 ms
[2021-09-28 10:20:33 main:574] : INFO : Epoch 1554 | loss: 0.0311813 | val_loss: 0.0311833 | Time: 2538.13 ms
[2021-09-28 10:20:36 main:574] : INFO : Epoch 1555 | loss: 0.0311813 | val_loss: 0.0311857 | Time: 2520.56 ms
[2021-09-28 10:20:38 main:574] : INFO : Epoch 1556 | loss: 0.0311829 | val_loss: 0.0311864 | Time: 2483.46 ms
[2021-09-28 10:20:41 main:574] : INFO : Epoch 1557 | loss: 0.031181 | val_loss: 0.0311837 | Time: 2541.11 ms
[2021-09-28 10:20:44 main:574] : INFO : Epoch 1558 | loss: 0.0311873 | val_loss: 0.0311915 | Time: 2525.35 ms
[2021-09-28 10:20:46 main:574] : INFO : Epoch 1559 | loss: 0.0311892 | val_loss: 0.0311986 | Time: 2509.86 ms
[2021-09-28 10:20:49 main:574] : INFO : Epoch 1560 | loss: 0.0311902 | val_loss: 0.0311875 | Time: 2680.12 ms
[2021-09-28 10:20:51 main:574] : INFO : Epoch 1561 | loss: 0.031187 | val_loss: 0.0311892 | Time: 2683.22 ms
[2021-09-28 10:20:54 main:574] : INFO : Epoch 1562 | loss: 0.0311848 | val_loss: 0.0311842 | Time: 2517.37 ms
[2021-09-28 10:20:57 main:574] : INFO : Epoch 1563 | loss: 0.0311838 | val_loss: 0.0311845 | Time: 2607.62 ms
[2021-09-28 10:20:59 main:574] : INFO : Epoch 1564 | loss: 0.0311856 | val_loss: 0.0311865 | Time: 2608.57 ms
[2021-09-28 10:21:02 main:574] : INFO : Epoch 1565 | loss: 0.0311837 | val_loss: 0.0311848 | Time: 2592.19 ms
[2021-09-28 10:21:04 main:574] : INFO : Epoch 1566 | loss: 0.0311823 | val_loss: 0.0311832 | Time: 2529.96 ms
[2021-09-28 10:21:07 main:574] : INFO : Epoch 1567 | loss: 0.0311827 | val_loss: 0.0311818 | Time: 2610.7 ms
[2021-09-28 10:21:10 main:574] : INFO : Epoch 1568 | loss: 0.0311821 | val_loss: 0.0311821 | Time: 2593.14 ms
[2021-09-28 10:21:12 main:574] : INFO : Epoch 1569 | loss: 0.0311805 | val_loss: 0.0311812 | Time: 2713.86 ms
[2021-09-28 10:21:15 main:574] : INFO : Epoch 1570 | loss: 0.0311811 | val_loss: 0.0311817 | Time: 2515.8 ms
[2021-09-28 10:21:18 main:574] : INFO : Epoch 1571 | loss: 0.0311799 | val_loss: 0.0311826 | Time: 2679.9 ms
[2021-09-28 10:21:20 main:574] : INFO : Epoch 1572 | loss: 0.0311794 | val_loss: 0.0311806 | Time: 2475.03 ms
[2021-09-28 10:21:23 main:574] : INFO : Epoch 1573 | loss: 0.031179 | val_loss: 0.0311812 | Time: 2496.41 ms
[2021-09-28 10:21:25 main:574] : INFO : Epoch 1574 | loss: 0.0311806 | val_loss: 0.0311823 | Time: 2650.6 ms
[2021-09-28 10:21:28 main:574] : INFO : Epoch 1575 | loss: 0.03118 | val_loss: 0.0311818 | Time: 2609.61 ms
[2021-09-28 10:21:30 main:574] : INFO : Epoch 1576 | loss: 0.0311798 | val_loss: 0.0311822 | Time: 2612.74 ms
[2021-09-28 10:21:33 main:574] : INFO : Epoch 1577 | loss: 0.0311807 | val_loss: 0.031181 | Time: 2730.36 ms
[2021-09-28 10:21:36 main:574] : INFO : Epoch 1578 | loss: 0.0311783 | val_loss: 0.0311811 | Time: 2605.64 ms
[2021-09-28 10:21:38 main:574] : INFO : Epoch 1579 | loss: 0.031178 | val_loss: 0.0311812 | Time: 2497.49 ms
[2021-09-28 10:21:41 main:574] : INFO : Epoch 1580 | loss: 0.031178 | val_loss: 0.0311801 | Time: 2569.91 ms
[2021-09-28 10:21:43 main:574] : INFO : Epoch 1581 | loss: 0.0311791 | val_loss: 0.0311809 | Time: 2580.58 ms
[2021-09-28 10:21:46 main:574] : INFO : Epoch 1582 | loss: 0.0311826 | val_loss: 0.031184 | Time: 2650.12 ms
[2021-09-28 10:21:49 main:574] : INFO : Epoch 1583 | loss: 0.0311829 | val_loss: 0.0311837 | Time: 2784.83 ms
[2021-09-28 10:21:52 main:574] : INFO : Epoch 1584 | loss: 0.0311821 | val_loss: 0.0311834 | Time: 2925.55 ms
[2021-09-28 10:21:55 main:574] : INFO : Epoch 1585 | loss: 0.0311829 | val_loss: 0.0311857 | Time: 2624.3 ms
[2021-09-28 10:21:57 main:574] : INFO : Epoch 1586 | loss: 0.0311817 | val_loss: 0.0311813 | Time: 2575.79 ms
[2021-09-28 10:22:00 main:574] : INFO : Epoch 1587 | loss: 0.0311803 | val_loss: 0.0311814 | Time: 2484.69 ms
[2021-09-28 10:22:02 main:574] : INFO : Epoch 1588 | loss: 0.0311789 | val_loss: 0.0311812 | Time: 2558.94 ms
[2021-09-28 10:22:05 main:574] : INFO : Epoch 1589 | loss: 0.0311828 | val_loss: 0.0311855 | Time: 2582.63 ms
[2021-09-28 10:22:07 main:574] : INFO : Epoch 1590 | loss: 0.0311798 | val_loss: 0.0311803 | Time: 2645.25 ms
[2021-09-28 10:22:10 main:574] : INFO : Epoch 1591 | loss: 0.0311772 | val_loss: 0.0311806 | Time: 2572.58 ms
[2021-09-28 10:22:13 main:574] : INFO : Epoch 1592 | loss: 0.0311776 | val_loss: 0.0311809 | Time: 2523.54 ms
[2021-09-28 10:22:15 main:574] : INFO : Epoch 1593 | loss: 0.0311807 | val_loss: 0.0311874 | Time: 2603.02 ms
[2021-09-28 10:22:18 main:574] : INFO : Epoch 1594 | loss: 0.0311811 | val_loss: 0.0311799 | Time: 2561.64 ms
[2021-09-28 10:22:20 main:574] : INFO : Epoch 1595 | loss: 0.0311809 | val_loss: 0.0311799 | Time: 2624.21 ms
[2021-09-28 10:22:23 main:574] : INFO : Epoch 1596 | loss: 0.0311812 | val_loss: 0.0311809 | Time: 2489.61 ms
[2021-09-28 10:22:25 main:574] : INFO : Epoch 1597 | loss: 0.0311779 | val_loss: 0.0311793 | Time: 2593.22 ms
[2021-09-28 10:22:28 main:574] : INFO : Epoch 1598 | loss: 0.0311766 | val_loss: 0.031181 | Time: 2727.52 ms
[2021-09-28 10:22:31 main:574] : INFO : Epoch 1599 | loss: 0.0311769 | val_loss: 0.0311787 | Time: 2433.62 ms
[2021-09-28 10:22:33 main:574] : INFO : Epoch 1600 | loss: 0.0311755 | val_loss: 0.0311802 | Time: 2526.95 ms
[2021-09-28 10:22:36 main:574] : INFO : Epoch 1601 | loss: 0.0311794 | val_loss: 0.0311841 | Time: 2783.62 ms
[2021-09-28 10:22:39 main:574] : INFO : Epoch 1602 | loss: 0.0311787 | val_loss: 0.0311771 | Time: 2605.79 ms
[2021-09-28 10:22:41 main:574] : INFO : Epoch 1603 | loss: 0.0311779 | val_loss: 0.0311772 | Time: 2570.59 ms
[2021-09-28 10:22:44 main:574] : INFO : Epoch 1604 | loss: 0.031177 | val_loss: 0.0311802 | Time: 2614.59 ms
[2021-09-28 10:22:46 main:574] : INFO : Epoch 1605 | loss: 0.0311787 | val_loss: 0.0311767 | Time: 2675.26 ms
[2021-09-28 10:22:49 main:574] : INFO : Epoch 1606 | loss: 0.0311806 | val_loss: 0.0311846 | Time: 2623.07 ms
[2021-09-28 10:22:52 main:574] : INFO : Epoch 1607 | loss: 0.0311837 | val_loss: 0.0311799 | Time: 2605.37 ms
[2021-09-28 10:22:54 main:574] : INFO : Epoch 1608 | loss: 0.0311806 | val_loss: 0.0311801 | Time: 2593.98 ms
[2021-09-28 10:22:57 main:574] : INFO : Epoch 1609 | loss: 0.0311786 | val_loss: 0.0311795 | Time: 2800.6 ms
[2021-09-28 10:23:00 main:574] : INFO : Epoch 1610 | loss: 0.0311768 | val_loss: 0.031178 | Time: 2638.16 ms
[2021-09-28 10:23:02 main:574] : INFO : Epoch 1611 | loss: 0.0311791 | val_loss: 0.0311847 | Time: 2584.97 ms
[2021-09-28 10:23:05 main:574] : INFO : Epoch 1612 | loss: 0.0311823 | val_loss: 0.0311908 | Time: 2748.14 ms
[2021-09-28 10:23:08 main:574] : INFO : Epoch 1613 | loss: 0.0311777 | val_loss: 0.0311773 | Time: 2564.64 ms
[2021-09-28 10:23:10 main:574] : INFO : Epoch 1614 | loss: 0.0311759 | val_loss: 0.0311779 | Time: 2537.81 ms
[2021-09-28 10:23:13 main:574] : INFO : Epoch 1615 | loss: 0.0311762 | val_loss: 0.0311791 | Time: 2561.4 ms
[2021-09-28 10:23:16 main:574] : INFO : Epoch 1616 | loss: 0.0311756 | val_loss: 0.0311764 | Time: 2655.68 ms
[2021-09-28 10:23:18 main:574] : INFO : Epoch 1617 | loss: 0.0311734 | val_loss: 0.0311777 | Time: 2422.82 ms
[2021-09-28 10:23:20 main:574] : INFO : Epoch 1618 | loss: 0.0311738 | val_loss: 0.031179 | Time: 2495.63 ms
[2021-09-28 10:23:23 main:574] : INFO : Epoch 1619 | loss: 0.0311774 | val_loss: 0.0311777 | Time: 2528.46 ms
[2021-09-28 10:23:26 main:574] : INFO : Epoch 1620 | loss: 0.0311751 | val_loss: 0.0311807 | Time: 2547.27 ms
[2021-09-28 10:23:28 main:574] : INFO : Epoch 1621 | loss: 0.0311733 | val_loss: 0.0311783 | Time: 2723.72 ms
[2021-09-28 10:23:31 main:574] : INFO : Epoch 1622 | loss: 0.0311751 | val_loss: 0.0311759 | Time: 2485.49 ms
[2021-09-28 10:23:33 main:574] : INFO : Epoch 1623 | loss: 0.0311765 | val_loss: 0.0311777 | Time: 2550.3 ms
[2021-09-28 10:23:36 main:574] : INFO : Epoch 1624 | loss: 0.0311731 | val_loss: 0.0311797 | Time: 2653.61 ms
[2021-09-28 10:23:39 main:574] : INFO : Epoch 1625 | loss: 0.0311754 | val_loss: 0.0311806 | Time: 2684.26 ms
[2021-09-28 10:23:41 main:574] : INFO : Epoch 1626 | loss: 0.0311744 | val_loss: 0.0311778 | Time: 2625.65 ms
[2021-09-28 10:23:44 main:574] : INFO : Epoch 1627 | loss: 0.0311724 | val_loss: 0.0311792 | Time: 2616.94 ms
[2021-09-28 10:23:47 main:574] : INFO : Epoch 1628 | loss: 0.0311724 | val_loss: 0.0311779 | Time: 2552.11 ms
[2021-09-28 10:23:49 main:574] : INFO : Epoch 1629 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 2685.05 ms
[2021-09-28 10:23:52 main:574] : INFO : Epoch 1630 | loss: 0.0311742 | val_loss: 0.0311801 | Time: 2483.3 ms
[2021-09-28 10:23:54 main:574] : INFO : Epoch 1631 | loss: 0.0311734 | val_loss: 0.0311774 | Time: 2585.38 ms
[2021-09-28 10:23:57 main:574] : INFO : Epoch 1632 | loss: 0.0311722 | val_loss: 0.0311785 | Time: 2583.72 ms
[2021-09-28 10:23:59 main:574] : INFO : Epoch 1633 | loss: 0.0311718 | val_loss: 0.0311805 | Time: 2497.63 ms
[2021-09-28 10:24:02 main:574] : INFO : Epoch 1634 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 2664.16 ms
[2021-09-28 10:24:05 main:574] : INFO : Epoch 1635 | loss: 0.0311748 | val_loss: 0.0311767 | Time: 2688.58 ms
[2021-09-28 10:24:08 main:574] : INFO : Epoch 1636 | loss: 0.0311725 | val_loss: 0.0311758 | Time: 2659.58 ms
[2021-09-28 10:24:10 main:574] : INFO : Epoch 1637 | loss: 0.0311739 | val_loss: 0.0311749 | Time: 2507.39 ms
[2021-09-28 10:24:13 main:574] : INFO : Epoch 1638 | loss: 0.0311764 | val_loss: 0.0311749 | Time: 2504.82 ms
[2021-09-28 10:24:15 main:574] : INFO : Epoch 1639 | loss: 0.0311774 | val_loss: 0.0311787 | Time: 2690.55 ms
[2021-09-28 10:24:18 main:574] : INFO : Epoch 1640 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 2597.64 ms
[2021-09-28 10:24:20 main:574] : INFO : Epoch 1641 | loss: 0.0311811 | val_loss: 0.0311839 | Time: 2538.52 ms
[2021-09-28 10:24:23 main:574] : INFO : Epoch 1642 | loss: 0.0311806 | val_loss: 0.0311795 | Time: 2783.53 ms
[2021-09-28 10:24:26 main:574] : INFO : Epoch 1643 | loss: 0.0311831 | val_loss: 0.0311791 | Time: 2573.73 ms
[2021-09-28 10:24:28 main:574] : INFO : Epoch 1644 | loss: 0.0311815 | val_loss: 0.0311823 | Time: 2631.31 ms
[2021-09-28 10:24:31 main:574] : INFO : Epoch 1645 | loss: 0.0311817 | val_loss: 0.0311812 | Time: 2596.81 ms
[2021-09-28 10:24:34 main:574] : INFO : Epoch 1646 | loss: 0.0311815 | val_loss: 0.0311899 | Time: 2554.02 ms
[2021-09-28 10:24:36 main:574] : INFO : Epoch 1647 | loss: 0.0311831 | val_loss: 0.0311785 | Time: 2591.05 ms
[2021-09-28 10:24:39 main:574] : INFO : Epoch 1648 | loss: 0.0311794 | val_loss: 0.0311787 | Time: 2593.86 ms
[2021-09-28 10:24:41 main:574] : INFO : Epoch 1649 | loss: 0.0311773 | val_loss: 0.0311784 | Time: 2648.85 ms
[2021-09-28 10:24:44 main:574] : INFO : Epoch 1650 | loss: 0.0311782 | val_loss: 0.0311768 | Time: 2449.92 ms
[2021-09-28 10:24:46 main:574] : INFO : Epoch 1651 | loss: 0.031177 | val_loss: 0.0311763 | Time: 2474.77 ms
[2021-09-28 10:24:49 main:574] : INFO : Epoch 1652 | loss: 0.0311756 | val_loss: 0.0311759 | Time: 2429.9 ms
[2021-09-28 10:24:51 main:574] : INFO : Epoch 1653 | loss: 0.0311768 | val_loss: 0.0311764 | Time: 2606.03 ms
[2021-09-28 10:24:54 main:574] : INFO : Epoch 1654 | loss: 0.031175 | val_loss: 0.0311751 | Time: 2425.6 ms
[2021-09-28 10:24:56 main:574] : INFO : Epoch 1655 | loss: 0.0311746 | val_loss: 0.0311766 | Time: 2561.39 ms
[2021-09-28 10:24:59 main:574] : INFO : Epoch 1656 | loss: 0.0311759 | val_loss: 0.0311768 | Time: 2848.01 ms
[2021-09-28 10:25:02 main:574] : INFO : Epoch 1657 | loss: 0.0311787 | val_loss: 0.0311792 | Time: 2850.35 ms
[2021-09-28 10:25:05 main:574] : INFO : Epoch 1658 | loss: 0.0311758 | val_loss: 0.0311768 | Time: 2453 ms
[2021-09-28 10:25:07 main:574] : INFO : Epoch 1659 | loss: 0.0311813 | val_loss: 0.0311891 | Time: 2573.1 ms
[2021-09-28 10:25:10 main:574] : INFO : Epoch 1660 | loss: 0.0311762 | val_loss: 0.031175 | Time: 2602.72 ms
[2021-09-28 10:25:13 main:574] : INFO : Epoch 1661 | loss: 0.0311741 | val_loss: 0.0311753 | Time: 2650.2 ms
[2021-09-28 10:25:15 main:574] : INFO : Epoch 1662 | loss: 0.0311812 | val_loss: 0.0311854 | Time: 2568.79 ms
[2021-09-28 10:25:18 main:574] : INFO : Epoch 1663 | loss: 0.0311771 | val_loss: 0.0311826 | Time: 2598.52 ms
[2021-09-28 10:25:20 main:574] : INFO : Epoch 1664 | loss: 0.0311768 | val_loss: 0.0311749 | Time: 2527.96 ms
[2021-09-28 10:25:23 main:574] : INFO : Epoch 1665 | loss: 0.0311791 | val_loss: 0.0311812 | Time: 2665.82 ms
[2021-09-28 10:25:26 main:574] : INFO : Epoch 1666 | loss: 0.0311761 | val_loss: 0.0311765 | Time: 2590.42 ms
[2021-09-28 10:25:28 main:574] : INFO : Epoch 1667 | loss: 0.0311742 | val_loss: 0.0311766 | Time: 2687.71 ms
[2021-09-28 10:25:31 main:574] : INFO : Epoch 1668 | loss: 0.0311758 | val_loss: 0.031184 | Time: 2743.47 ms
[2021-09-28 10:25:34 main:574] : INFO : Epoch 1669 | loss: 0.0311756 | val_loss: 0.0311768 | Time: 2700.32 ms
[2021-09-28 10:25:36 main:574] : INFO : Epoch 1670 | loss: 0.0311733 | val_loss: 0.0311741 | Time: 2535.9 ms
[2021-09-28 10:25:39 main:574] : INFO : Epoch 1671 | loss: 0.0311747 | val_loss: 0.031183 | Time: 2627.9 ms
[2021-09-28 10:25:42 main:574] : INFO : Epoch 1672 | loss: 0.0311737 | val_loss: 0.0311784 | Time: 2677.25 ms
[2021-09-28 10:25:44 main:574] : INFO : Epoch 1673 | loss: 0.0311732 | val_loss: 0.0311766 | Time: 2647.46 ms
[2021-09-28 10:25:47 main:574] : INFO : Epoch 1674 | loss: 0.031173 | val_loss: 0.031177 | Time: 2516.13 ms
[2021-09-28 10:25:50 main:574] : INFO : Epoch 1675 | loss: 0.0311741 | val_loss: 0.0311743 | Time: 2708.38 ms
[2021-09-28 10:25:52 main:574] : INFO : Epoch 1676 | loss: 0.0311714 | val_loss: 0.031174 | Time: 2717 ms
[2021-09-28 10:25:55 main:574] : INFO : Epoch 1677 | loss: 0.0311723 | val_loss: 0.0311775 | Time: 2693.5 ms
[2021-09-28 10:25:58 main:574] : INFO : Epoch 1678 | loss: 0.0311756 | val_loss: 0.031176 | Time: 2521.72 ms
[2021-09-28 10:26:00 main:574] : INFO : Epoch 1679 | loss: 0.0311739 | val_loss: 0.0311735 | Time: 2614.59 ms
[2021-09-28 10:26:03 main:574] : INFO : Epoch 1680 | loss: 0.0311701 | val_loss: 0.0311743 | Time: 2611.82 ms
[2021-09-28 10:26:06 main:574] : INFO : Epoch 1681 | loss: 0.0311709 | val_loss: 0.0311749 | Time: 2851.97 ms
[2021-09-28 10:26:08 main:574] : INFO : Epoch 1682 | loss: 0.031171 | val_loss: 0.0311743 | Time: 2765.63 ms
[2021-09-28 10:26:11 main:574] : INFO : Epoch 1683 | loss: 0.0311737 | val_loss: 0.031178 | Time: 2652.29 ms
[2021-09-28 10:26:14 main:574] : INFO : Epoch 1684 | loss: 0.0311714 | val_loss: 0.0311739 | Time: 2659.12 ms
[2021-09-28 10:26:16 main:574] : INFO : Epoch 1685 | loss: 0.0311714 | val_loss: 0.0311756 | Time: 2513.98 ms
[2021-09-28 10:26:19 main:574] : INFO : Epoch 1686 | loss: 0.0311705 | val_loss: 0.031175 | Time: 2544.29 ms
[2021-09-28 10:26:21 main:574] : INFO : Epoch 1687 | loss: 0.0311728 | val_loss: 0.0311751 | Time: 2434.65 ms
[2021-09-28 10:26:24 main:574] : INFO : Epoch 1688 | loss: 0.031174 | val_loss: 0.0311763 | Time: 2708.49 ms
[2021-09-28 10:26:27 main:574] : INFO : Epoch 1689 | loss: 0.031178 | val_loss: 0.0311745 | Time: 2625.03 ms
[2021-09-28 10:26:29 main:574] : INFO : Epoch 1690 | loss: 0.031175 | val_loss: 0.0311775 | Time: 2619.06 ms
[2021-09-28 10:26:32 main:574] : INFO : Epoch 1691 | loss: 0.0311758 | val_loss: 0.0311791 | Time: 2533.23 ms
[2021-09-28 10:26:35 main:574] : INFO : Epoch 1692 | loss: 0.0311746 | val_loss: 0.0311763 | Time: 2687.47 ms
[2021-09-28 10:26:37 main:574] : INFO : Epoch 1693 | loss: 0.0311734 | val_loss: 0.0311734 | Time: 2479.53 ms
[2021-09-28 10:26:40 main:574] : INFO : Epoch 1694 | loss: 0.0311726 | val_loss: 0.0311753 | Time: 2546.39 ms
[2021-09-28 10:26:42 main:574] : INFO : Epoch 1695 | loss: 0.0311729 | val_loss: 0.0311737 | Time: 2551.19 ms
[2021-09-28 10:26:45 main:574] : INFO : Epoch 1696 | loss: 0.0311719 | val_loss: 0.0311739 | Time: 2599.42 ms
[2021-09-28 10:26:47 main:574] : INFO : Epoch 1697 | loss: 0.0311721 | val_loss: 0.0311795 | Time: 2570.57 ms
[2021-09-28 10:26:50 main:574] : INFO : Epoch 1698 | loss: 0.0311747 | val_loss: 0.0311754 | Time: 2714.34 ms
[2021-09-28 10:26:53 main:574] : INFO : Epoch 1699 | loss: 0.0311748 | val_loss: 0.0311758 | Time: 2471.66 ms
[2021-09-28 10:26:55 main:574] : INFO : Epoch 1700 | loss: 0.0311753 | val_loss: 0.0311754 | Time: 2528.41 ms
[2021-09-28 10:26:58 main:574] : INFO : Epoch 1701 | loss: 0.0311734 | val_loss: 0.0311728 | Time: 2529.61 ms
[2021-09-28 10:27:00 main:574] : INFO : Epoch 1702 | loss: 0.0311739 | val_loss: 0.0311775 | Time: 2761.5 ms
[2021-09-28 10:27:03 main:574] : INFO : Epoch 1703 | loss: 0.0311769 | val_loss: 0.0311731 | Time: 2617.04 ms
[2021-09-28 10:27:06 main:574] : INFO : Epoch 1704 | loss: 0.0311743 | val_loss: 0.0311798 | Time: 2531.64 ms
[2021-09-28 10:27:08 main:574] : INFO : Epoch 1705 | loss: 0.0311766 | val_loss: 0.0311766 | Time: 2702.99 ms
[2021-09-28 10:27:11 main:574] : INFO : Epoch 1706 | loss: 0.0311801 | val_loss: 0.0311802 | Time: 2562.83 ms
[2021-09-28 10:27:13 main:574] : INFO : Epoch 1707 | loss: 0.0311852 | val_loss: 0.0311856 | Time: 2570.59 ms
[2021-09-28 10:27:16 main:574] : INFO : Epoch 1708 | loss: 0.0311856 | val_loss: 0.0311819 | Time: 2584.1 ms
[2021-09-28 10:27:19 main:574] : INFO : Epoch 1709 | loss: 0.0311836 | val_loss: 0.0311848 | Time: 2493.33 ms
[2021-09-28 10:27:21 main:574] : INFO : Epoch 1710 | loss: 0.0311843 | val_loss: 0.0311858 | Time: 2794.09 ms
[2021-09-28 10:27:24 main:574] : INFO : Epoch 1711 | loss: 0.0311858 | val_loss: 0.0311855 | Time: 2731.66 ms
[2021-09-28 10:27:27 main:574] : INFO : Epoch 1712 | loss: 0.0311823 | val_loss: 0.0311828 | Time: 2596.36 ms
[2021-09-28 10:27:30 main:574] : INFO : Epoch 1713 | loss: 0.031181 | val_loss: 0.0311817 | Time: 2789.59 ms
[2021-09-28 10:27:32 main:574] : INFO : Epoch 1714 | loss: 0.0311818 | val_loss: 0.0311904 | Time: 2632.84 ms
[2021-09-28 10:27:35 main:574] : INFO : Epoch 1715 | loss: 0.0311859 | val_loss: 0.0311835 | Time: 2598.04 ms
[2021-09-28 10:27:37 main:574] : INFO : Epoch 1716 | loss: 0.0311826 | val_loss: 0.0311811 | Time: 2481.97 ms
[2021-09-28 10:27:40 main:574] : INFO : Epoch 1717 | loss: 0.0311806 | val_loss: 0.0311814 | Time: 2500.36 ms
[2021-09-28 10:27:42 main:574] : INFO : Epoch 1718 | loss: 0.0311802 | val_loss: 0.0311832 | Time: 2532.3 ms
[2021-09-28 10:27:45 main:574] : INFO : Epoch 1719 | loss: 0.031181 | val_loss: 0.0311858 | Time: 2544.84 ms
[2021-09-28 10:27:47 main:574] : INFO : Epoch 1720 | loss: 0.0311809 | val_loss: 0.0311831 | Time: 2592.28 ms
[2021-09-28 10:27:50 main:574] : INFO : Epoch 1721 | loss: 0.03118 | val_loss: 0.0311809 | Time: 2519.52 ms
[2021-09-28 10:27:53 main:574] : INFO : Epoch 1722 | loss: 0.0311818 | val_loss: 0.031183 | Time: 2601.65 ms
[2021-09-28 10:27:55 main:574] : INFO : Epoch 1723 | loss: 0.0311823 | val_loss: 0.0311813 | Time: 2561.12 ms
[2021-09-28 10:27:58 main:574] : INFO : Epoch 1724 | loss: 0.0311792 | val_loss: 0.0311827 | Time: 2617.95 ms
[2021-09-28 10:28:00 main:574] : INFO : Epoch 1725 | loss: 0.0311785 | val_loss: 0.0311819 | Time: 2413.27 ms
[2021-09-28 10:28:03 main:574] : INFO : Epoch 1726 | loss: 0.031179 | val_loss: 0.0311811 | Time: 2504.22 ms
[2021-09-28 10:28:05 main:574] : INFO : Epoch 1727 | loss: 0.0311809 | val_loss: 0.0311908 | Time: 2538.98 ms
[2021-09-28 10:28:08 main:574] : INFO : Epoch 1728 | loss: 0.031182 | val_loss: 0.0311789 | Time: 2603.53 ms
[2021-09-28 10:28:10 main:574] : INFO : Epoch 1729 | loss: 0.0311776 | val_loss: 0.0311797 | Time: 2478.97 ms
[2021-09-28 10:28:13 main:574] : INFO : Epoch 1730 | loss: 0.031179 | val_loss: 0.0311797 | Time: 2457.2 ms
[2021-09-28 10:28:15 main:574] : INFO : Epoch 1731 | loss: 0.0311786 | val_loss: 0.0311787 | Time: 2539.99 ms
[2021-09-28 10:28:18 main:574] : INFO : Epoch 1732 | loss: 0.0311788 | val_loss: 0.03118 | Time: 2629.34 ms
[2021-09-28 10:28:21 main:574] : INFO : Epoch 1733 | loss: 0.0311781 | val_loss: 0.0311791 | Time: 2894.78 ms
[2021-09-28 10:28:23 main:574] : INFO : Epoch 1734 | loss: 0.0311773 | val_loss: 0.0311785 | Time: 2426.67 ms
[2021-09-28 10:28:26 main:574] : INFO : Epoch 1735 | loss: 0.0311776 | val_loss: 0.0311786 | Time: 2588.77 ms
[2021-09-28 10:28:29 main:574] : INFO : Epoch 1736 | loss: 0.0311774 | val_loss: 0.0311778 | Time: 2617.43 ms
[2021-09-28 10:28:31 main:574] : INFO : Epoch 1737 | loss: 0.031177 | val_loss: 0.0311855 | Time: 2738.19 ms
[2021-09-28 10:28:34 main:574] : INFO : Epoch 1738 | loss: 0.0311771 | val_loss: 0.0311784 | Time: 2665.04 ms
[2021-09-28 10:28:37 main:574] : INFO : Epoch 1739 | loss: 0.0311762 | val_loss: 0.0311783 | Time: 2594.41 ms
[2021-09-28 10:28:39 main:574] : INFO : Epoch 1740 | loss: 0.0311758 | val_loss: 0.0311788 | Time: 2653.73 ms
[2021-09-28 10:28:42 main:574] : INFO : Epoch 1741 | loss: 0.0311779 | val_loss: 0.0311778 | Time: 2638.74 ms
[2021-09-28 10:28:45 main:574] : INFO : Epoch 1742 | loss: 0.0311776 | val_loss: 0.0311843 | Time: 2497.97 ms
[2021-09-28 10:28:47 main:574] : INFO : Epoch 1743 | loss: 0.031176 | val_loss: 0.0311773 | Time: 2515.81 ms
[2021-09-28 10:28:50 main:574] : INFO : Epoch 1744 | loss: 0.0311752 | val_loss: 0.031179 | Time: 2584.02 ms
[2021-09-28 10:28:52 main:574] : INFO : Epoch 1745 | loss: 0.0311796 | val_loss: 0.0311817 | Time: 2689.18 ms
[2021-09-28 10:28:55 main:574] : INFO : Epoch 1746 | loss: 0.0311779 | val_loss: 0.0311804 | Time: 2592.3 ms
[2021-09-28 10:28:58 main:574] : INFO : Epoch 1747 | loss: 0.0311768 | val_loss: 0.0311796 | Time: 2468.11 ms
[2021-09-28 10:29:00 main:574] : INFO : Epoch 1748 | loss: 0.031178 | val_loss: 0.0311784 | Time: 2636.33 ms
[2021-09-28 10:29:03 main:574] : INFO : Epoch 1749 | loss: 0.0311765 | val_loss: 0.0311828 | Time: 2633.07 ms
[2021-09-28 10:29:06 main:574] : INFO : Epoch 1750 | loss: 0.0311803 | val_loss: 0.0311786 | Time: 2777.23 ms
[2021-09-28 10:29:08 main:574] : INFO : Epoch 1751 | loss: 0.0311786 | val_loss: 0.0311781 | Time: 2674.83 ms
[2021-09-28 10:29:11 main:574] : INFO : Epoch 1752 | loss: 0.0311756 | val_loss: 0.0311783 | Time: 2626.02 ms
[2021-09-28 10:29:13 main:574] : INFO : Epoch 1753 | loss: 0.0311762 | val_loss: 0.0311793 | Time: 2517.69 ms
[2021-09-28 10:29:16 main:574] : INFO : Epoch 1754 | loss: 0.0311777 | val_loss: 0.0311797 | Time: 2678.18 ms
[2021-09-28 10:29:19 main:574] : INFO : Epoch 1755 | loss: 0.0311812 | val_loss: 0.0311999 | Time: 2520.79 ms
[2021-09-28 10:29:21 main:574] : INFO : Epoch 1756 | loss: 0.0311878 | val_loss: 0.0311831 | Time: 2537.45 ms
[2021-09-28 10:29:24 main:574] : INFO : Epoch 1757 | loss: 0.0311778 | val_loss: 0.0311805 | Time: 2417.35 ms
[2021-09-28 10:29:26 main:574] : INFO : Epoch 1758 | loss: 0.0311755 | val_loss: 0.0311761 | Time: 2572.88 ms
[2021-09-28 10:29:29 main:574] : INFO : Epoch 1759 | loss: 0.031175 | val_loss: 0.0311761 | Time: 2546.2 ms
[2021-09-28 10:29:31 main:574] : INFO : Epoch 1760 | loss: 0.0311754 | val_loss: 0.0311768 | Time: 2654.24 ms
[2021-09-28 10:29:34 main:574] : INFO : Epoch 1761 | loss: 0.0311783 | val_loss: 0.03118 | Time: 2533.6 ms
[2021-09-28 10:29:37 main:574] : INFO : Epoch 1762 | loss: 0.0311776 | val_loss: 0.0311768 | Time: 2629.92 ms
[2021-09-28 10:29:39 main:574] : INFO : Epoch 1763 | loss: 0.0311813 | val_loss: 0.0311835 | Time: 2681.59 ms
[2021-09-28 10:29:42 main:574] : INFO : Epoch 1764 | loss: 0.0311875 | val_loss: 0.0311874 | Time: 2606.19 ms
[2021-09-28 10:29:44 main:574] : INFO : Epoch 1765 | loss: 0.0311921 | val_loss: 0.0311917 | Time: 2541.59 ms
[2021-09-28 10:29:47 main:574] : INFO : Epoch 1766 | loss: 0.031195 | val_loss: 0.0311892 | Time: 2591.23 ms
[2021-09-28 10:29:50 main:574] : INFO : Epoch 1767 | loss: 0.0311939 | val_loss: 0.0311894 | Time: 2527.59 ms
[2021-09-28 10:29:52 main:574] : INFO : Epoch 1768 | loss: 0.0311928 | val_loss: 0.0311879 | Time: 2584.92 ms
[2021-09-28 10:29:55 main:574] : INFO : Epoch 1769 | loss: 0.0311916 | val_loss: 0.0311901 | Time: 2413.61 ms
[2021-09-28 10:29:57 main:574] : INFO : Epoch 1770 | loss: 0.0311934 | val_loss: 0.0311881 | Time: 2357.69 ms
[2021-09-28 10:30:00 main:574] : INFO : Epoch 1771 | loss: 0.0311897 | val_loss: 0.0311981 | Time: 2617.31 ms
[2021-09-28 10:30:02 main:574] : INFO : Epoch 1772 | loss: 0.031188 | val_loss: 0.0311862 | Time: 2551.7 ms
[2021-09-28 10:30:05 main:574] : INFO : Epoch 1773 | loss: 0.0311879 | val_loss: 0.0311907 | Time: 2467.92 ms
[2021-09-28 10:30:07 main:574] : INFO : Epoch 1774 | loss: 0.0311885 | val_loss: 0.0311848 | Time: 2571.7 ms
[2021-09-28 10:30:10 main:574] : INFO : Epoch 1775 | loss: 0.0311849 | val_loss: 0.0311846 | Time: 2586.3 ms
[2021-09-28 10:30:12 main:574] : INFO : Epoch 1776 | loss: 0.0311841 | val_loss: 0.031184 | Time: 2663.57 ms
[2021-09-28 10:30:15 main:574] : INFO : Epoch 1777 | loss: 0.0311836 | val_loss: 0.0311863 | Time: 2574.67 ms
[2021-09-28 10:30:18 main:574] : INFO : Epoch 1778 | loss: 0.0311836 | val_loss: 0.0311838 | Time: 2547.96 ms
[2021-09-28 10:30:20 main:574] : INFO : Epoch 1779 | loss: 0.0311841 | val_loss: 0.0311832 | Time: 2656.09 ms
[2021-09-28 10:30:23 main:574] : INFO : Epoch 1780 | loss: 0.0311845 | val_loss: 0.031184 | Time: 2518.67 ms
[2021-09-28 10:30:25 main:574] : INFO : Epoch 1781 | loss: 0.0311823 | val_loss: 0.0311853 | Time: 2471.7 ms
[2021-09-28 10:30:28 main:574] : INFO : Epoch 1782 | loss: 0.0311826 | val_loss: 0.0311845 | Time: 2550.64 ms
[2021-09-28 10:30:30 main:574] : INFO : Epoch 1783 | loss: 0.031182 | val_loss: 0.0311854 | Time: 2620.86 ms
[2021-09-28 10:30:33 main:574] : INFO : Epoch 1784 | loss: 0.0311861 | val_loss: 0.0311917 | Time: 2530.93 ms
[2021-09-28 10:30:36 main:574] : INFO : Epoch 1785 | loss: 0.0311858 | val_loss: 0.0311827 | Time: 2663.81 ms
[2021-09-28 10:30:38 main:574] : INFO : Epoch 1786 | loss: 0.0311826 | val_loss: 0.0311848 | Time: 2548.89 ms
[2021-09-28 10:30:41 main:574] : INFO : Epoch 1787 | loss: 0.0311811 | val_loss: 0.0311835 | Time: 2529.14 ms
[2021-09-28 10:30:43 main:574] : INFO : Epoch 1788 | loss: 0.0311812 | val_loss: 0.0311832 | Time: 2498.97 ms
[2021-09-28 10:30:46 main:574] : INFO : Epoch 1789 | loss: 0.0311834 | val_loss: 0.0311935 | Time: 2629.55 ms
[2021-09-28 10:30:48 main:574] : INFO : Epoch 1790 | loss: 0.0311855 | val_loss: 0.0311946 | Time: 2441.9 ms
[2021-09-28 10:30:51 main:574] : INFO : Epoch 1791 | loss: 0.0311836 | val_loss: 0.0311827 | Time: 2630.57 ms
[2021-09-28 10:30:54 main:574] : INFO : Epoch 1792 | loss: 0.031182 | val_loss: 0.0311871 | Time: 2572.45 ms
[2021-09-28 10:30:56 main:574] : INFO : Epoch 1793 | loss: 0.0311831 | val_loss: 0.0311843 | Time: 2691.27 ms
[2021-09-28 10:30:59 main:574] : INFO : Epoch 1794 | loss: 0.031182 | val_loss: 0.0311821 | Time: 2603.66 ms
[2021-09-28 10:31:02 main:574] : INFO : Epoch 1795 | loss: 0.0311823 | val_loss: 0.0311821 | Time: 2606.98 ms
[2021-09-28 10:31:04 main:574] : INFO : Epoch 1796 | loss: 0.0311849 | val_loss: 0.031185 | Time: 2537.93 ms
[2021-09-28 10:31:07 main:574] : INFO : Epoch 1797 | loss: 0.0311865 | val_loss: 0.0311838 | Time: 2532.32 ms
[2021-09-28 10:31:09 main:574] : INFO : Epoch 1798 | loss: 0.0311874 | val_loss: 0.0311948 | Time: 2539.29 ms
[2021-09-28 10:31:12 main:574] : INFO : Epoch 1799 | loss: 0.0311873 | val_loss: 0.0311873 | Time: 2516.68 ms
[2021-09-28 10:31:14 main:574] : INFO : Epoch 1800 | loss: 0.0311862 | val_loss: 0.0311892 | Time: 2596.03 ms
[2021-09-28 10:31:17 main:574] : INFO : Epoch 1801 | loss: 0.0311845 | val_loss: 0.0311843 | Time: 2496.3 ms
[2021-09-28 10:31:19 main:574] : INFO : Epoch 1802 | loss: 0.0311827 | val_loss: 0.0311844 | Time: 2451.42 ms
[2021-09-28 10:31:22 main:574] : INFO : Epoch 1803 | loss: 0.0311829 | val_loss: 0.0311899 | Time: 2493.31 ms
[2021-09-28 10:31:24 main:574] : INFO : Epoch 1804 | loss: 0.031183 | val_loss: 0.0311867 | Time: 2629.31 ms
[2021-09-28 10:31:27 main:574] : INFO : Epoch 1805 | loss: 0.0311838 | val_loss: 0.0311829 | Time: 2594.15 ms
[2021-09-28 10:31:30 main:574] : INFO : Epoch 1806 | loss: 0.0311838 | val_loss: 0.0311825 | Time: 2513.83 ms
[2021-09-28 10:31:32 main:574] : INFO : Epoch 1807 | loss: 0.0311835 | val_loss: 0.031184 | Time: 2596.36 ms
[2021-09-28 10:31:35 main:574] : INFO : Epoch 1808 | loss: 0.0311844 | val_loss: 0.0311833 | Time: 2626.34 ms
[2021-09-28 10:31:38 main:574] : INFO : Epoch 1809 | loss: 0.0311857 | val_loss: 0.0311841 | Time: 2715.9 ms
[2021-09-28 10:31:40 main:574] : INFO : Epoch 1810 | loss: 0.0311844 | val_loss: 0.0311824 | Time: 2424.03 ms
[2021-09-28 10:31:43 main:574] : INFO : Epoch 1811 | loss: 0.0311837 | val_loss: 0.0311809 | Time: 2579.6 ms
[2021-09-28 10:31:45 main:574] : INFO : Epoch 1812 | loss: 0.0311847 | val_loss: 0.0311873 | Time: 2511.25 ms
[2021-09-28 10:31:48 main:574] : INFO : Epoch 1813 | loss: 0.0311845 | val_loss: 0.031182 | Time: 2500.01 ms
[2021-09-28 10:31:50 main:574] : INFO : Epoch 1814 | loss: 0.0311825 | val_loss: 0.0311817 | Time: 2572.44 ms
[2021-09-28 10:31:53 main:574] : INFO : Epoch 1815 | loss: 0.0311827 | val_loss: 0.0311815 | Time: 2549.64 ms
[2021-09-28 10:31:55 main:574] : INFO : Epoch 1816 | loss: 0.0311823 | val_loss: 0.0311813 | Time: 2556.09 ms
[2021-09-28 10:31:58 main:574] : INFO : Epoch 1817 | loss: 0.0311816 | val_loss: 0.0311817 | Time: 2596.07 ms
[2021-09-28 10:32:00 main:574] : INFO : Epoch 1818 | loss: 0.0311815 | val_loss: 0.0311826 | Time: 2569.77 ms
[2021-09-28 10:32:03 main:574] : INFO : Epoch 1819 | loss: 0.0311822 | val_loss: 0.0311819 | Time: 2616.69 ms
[2021-09-28 10:32:06 main:574] : INFO : Epoch 1820 | loss: 0.0311852 | val_loss: 0.0311825 | Time: 2577.05 ms
[2021-09-28 10:32:08 main:574] : INFO : Epoch 1821 | loss: 0.0311842 | val_loss: 0.0311821 | Time: 2523.16 ms
[2021-09-28 10:32:11 main:574] : INFO : Epoch 1822 | loss: 0.0311845 | val_loss: 0.0311833 | Time: 2508.3 ms
[2021-09-28 10:32:13 main:574] : INFO : Epoch 1823 | loss: 0.0311839 | val_loss: 0.0311817 | Time: 2577.34 ms
[2021-09-28 10:32:16 main:574] : INFO : Epoch 1824 | loss: 0.0311842 | val_loss: 0.0311826 | Time: 2514.86 ms
[2021-09-28 10:32:18 main:574] : INFO : Epoch 1825 | loss: 0.0311842 | val_loss: 0.0311832 | Time: 2595.61 ms
[2021-09-28 10:32:21 main:574] : INFO : Epoch 1826 | loss: 0.0311839 | val_loss: 0.0311867 | Time: 2745.6 ms
[2021-09-28 10:32:24 main:574] : INFO : Epoch 1827 | loss: 0.0311862 | val_loss: 0.031187 | Time: 2926.09 ms
[2021-09-28 10:32:27 main:574] : INFO : Epoch 1828 | loss: 0.0311873 | val_loss: 0.031191 | Time: 2562.49 ms
[2021-09-28 10:32:29 main:574] : INFO : Epoch 1829 | loss: 0.0311864 | val_loss: 0.0311821 | Time: 2542.96 ms
[2021-09-28 10:32:32 main:574] : INFO : Epoch 1830 | loss: 0.0311826 | val_loss: 0.0311816 | Time: 2534.45 ms
[2021-09-28 10:32:35 main:574] : INFO : Epoch 1831 | loss: 0.0311811 | val_loss: 0.0311826 | Time: 2668.56 ms
[2021-09-28 10:32:37 main:574] : INFO : Epoch 1832 | loss: 0.0311824 | val_loss: 0.0311835 | Time: 2592.44 ms
[2021-09-28 10:32:40 main:574] : INFO : Epoch 1833 | loss: 0.0311824 | val_loss: 0.0311821 | Time: 2691.24 ms
[2021-09-28 10:32:42 main:574] : INFO : Epoch 1834 | loss: 0.0311808 | val_loss: 0.0311816 | Time: 2501.31 ms
[2021-09-28 10:32:45 main:574] : INFO : Epoch 1835 | loss: 0.0311813 | val_loss: 0.0311836 | Time: 2540.73 ms
[2021-09-28 10:32:47 main:574] : INFO : Epoch 1836 | loss: 0.0311812 | val_loss: 0.031183 | Time: 2392.8 ms
[2021-09-28 10:32:50 main:574] : INFO : Epoch 1837 | loss: 0.0311826 | val_loss: 0.0311841 | Time: 2700.3 ms
[2021-09-28 10:32:53 main:574] : INFO : Epoch 1838 | loss: 0.0311848 | val_loss: 0.0311885 | Time: 2540.33 ms
[2021-09-28 10:32:55 main:574] : INFO : Epoch 1839 | loss: 0.0311858 | val_loss: 0.0311879 | Time: 2721.76 ms
[2021-09-28 10:32:58 main:574] : INFO : Epoch 1840 | loss: 0.0311816 | val_loss: 0.0311808 | Time: 2555.04 ms
[2021-09-28 10:33:01 main:574] : INFO : Epoch 1841 | loss: 0.0311812 | val_loss: 0.0311805 | Time: 2619.81 ms
[2021-09-28 10:33:03 main:574] : INFO : Epoch 1842 | loss: 0.0311823 | val_loss: 0.0311877 | Time: 2833.15 ms
[2021-09-28 10:33:06 main:574] : INFO : Epoch 1843 | loss: 0.0311827 | val_loss: 0.0311804 | Time: 2794.7 ms
[2021-09-28 10:33:09 main:574] : INFO : Epoch 1844 | loss: 0.0311809 | val_loss: 0.0311796 | Time: 2528.93 ms
[2021-09-28 10:33:11 main:574] : INFO : Epoch 1845 | loss: 0.0311807 | val_loss: 0.0311812 | Time: 2538.19 ms
[2021-09-28 10:33:14 main:574] : INFO : Epoch 1846 | loss: 0.0311806 | val_loss: 0.0311825 | Time: 2608.04 ms
[2021-09-28 10:33:17 main:574] : INFO : Epoch 1847 | loss: 0.0311799 | val_loss: 0.0311811 | Time: 2652.98 ms
[2021-09-28 10:33:19 main:574] : INFO : Epoch 1848 | loss: 0.0311796 | val_loss: 0.0311797 | Time: 2372.89 ms
[2021-09-28 10:33:21 main:574] : INFO : Epoch 1849 | loss: 0.03118 | val_loss: 0.0311804 | Time: 2519.43 ms
[2021-09-28 10:33:24 main:574] : INFO : Epoch 1850 | loss: 0.0311831 | val_loss: 0.0311898 | Time: 2567.79 ms
[2021-09-28 10:33:27 main:574] : INFO : Epoch 1851 | loss: 0.0311917 | val_loss: 0.0311829 | Time: 2736.74 ms
[2021-09-28 10:33:29 main:574] : INFO : Epoch 1852 | loss: 0.0311823 | val_loss: 0.03118 | Time: 2484.21 ms
[2021-09-28 10:33:32 main:574] : INFO : Epoch 1853 | loss: 0.0311803 | val_loss: 0.0311809 | Time: 2527.59 ms
[2021-09-28 10:33:34 main:574] : INFO : Epoch 1854 | loss: 0.0311857 | val_loss: 0.03119 | Time: 2604.05 ms
[2021-09-28 10:33:37 main:574] : INFO : Epoch 1855 | loss: 0.0311819 | val_loss: 0.0311863 | Time: 2776.61 ms
[2021-09-28 10:33:40 main:574] : INFO : Epoch 1856 | loss: 0.0311837 | val_loss: 0.0311836 | Time: 2608.6 ms
[2021-09-28 10:33:43 main:574] : INFO : Epoch 1857 | loss: 0.0311826 | val_loss: 0.0311822 | Time: 2789.94 ms
[2021-09-28 10:33:45 main:574] : INFO : Epoch 1858 | loss: 0.0311815 | val_loss: 0.0311843 | Time: 2692.46 ms
[2021-09-28 10:33:48 main:574] : INFO : Epoch 1859 | loss: 0.0311802 | val_loss: 0.0311817 | Time: 2679.44 ms
[2021-09-28 10:33:51 main:574] : INFO : Epoch 1860 | loss: 0.031179 | val_loss: 0.031181 | Time: 2553.52 ms
[2021-09-28 10:33:53 main:574] : INFO : Epoch 1861 | loss: 0.0311817 | val_loss: 0.0311792 | Time: 2642.62 ms
[2021-09-28 10:33:56 main:574] : INFO : Epoch 1862 | loss: 0.0311792 | val_loss: 0.03118 | Time: 2560.38 ms
[2021-09-28 10:33:58 main:574] : INFO : Epoch 1863 | loss: 0.0311798 | val_loss: 0.0311817 | Time: 2505.69 ms
[2021-09-28 10:34:01 main:574] : INFO : Epoch 1864 | loss: 0.0311793 | val_loss: 0.0311826 | Time: 2564.68 ms
[2021-09-28 10:34:04 main:574] : INFO : Epoch 1865 | loss: 0.0311803 | val_loss: 0.0311811 | Time: 2670.15 ms
[2021-09-28 10:34:06 main:574] : INFO : Epoch 1866 | loss: 0.0311798 | val_loss: 0.0311832 | Time: 2740.15 ms
[2021-09-28 10:34:09 main:574] : INFO : Epoch 1867 | loss: 0.0311798 | val_loss: 0.03118 | Time: 2532.51 ms
[2021-09-28 10:34:12 main:574] : INFO : Epoch 1868 | loss: 0.0311808 | val_loss: 0.0311806 | Time: 2624.5 ms
[2021-09-28 10:34:14 main:574] : INFO : Epoch 1869 | loss: 0.0311786 | val_loss: 0.0311793 | Time: 2630.74 ms
[2021-09-28 10:34:17 main:574] : INFO : Epoch 1870 | loss: 0.0311793 | val_loss: 0.0311811 | Time: 2627.85 ms
[2021-09-28 10:34:20 main:574] : INFO : Epoch 1871 | loss: 0.0311803 | val_loss: 0.03118 | Time: 2875.43 ms
[2021-09-28 10:34:22 main:574] : INFO : Epoch 1872 | loss: 0.0311788 | val_loss: 0.0311801 | Time: 2755.55 ms
[2021-09-28 10:34:25 main:574] : INFO : Epoch 1873 | loss: 0.0311798 | val_loss: 0.0311823 | Time: 2593.06 ms
[2021-09-28 10:34:28 main:574] : INFO : Epoch 1874 | loss: 0.0311787 | val_loss: 0.0311808 | Time: 2577.18 ms
[2021-09-28 10:34:30 main:574] : INFO : Epoch 1875 | loss: 0.0311786 | val_loss: 0.031185 | Time: 2525.82 ms
[2021-09-28 10:34:33 main:574] : INFO : Epoch 1876 | loss: 0.0311791 | val_loss: 0.0311808 | Time: 2573.47 ms
[2021-09-28 10:34:35 main:574] : INFO : Epoch 1877 | loss: 0.0311788 | val_loss: 0.0311825 | Time: 2637.49 ms
[2021-09-28 10:34:38 main:574] : INFO : Epoch 1878 | loss: 0.0311794 | val_loss: 0.0311839 | Time: 2504.76 ms
[2021-09-28 10:34:41 main:574] : INFO : Epoch 1879 | loss: 0.0311822 | val_loss: 0.0311814 | Time: 2707.51 ms
[2021-09-28 10:34:43 main:574] : INFO : Epoch 1880 | loss: 0.0311789 | val_loss: 0.0311808 | Time: 2601.41 ms
[2021-09-28 10:34:46 main:574] : INFO : Epoch 1881 | loss: 0.0311781 | val_loss: 0.0311813 | Time: 2600.01 ms
[2021-09-28 10:34:48 main:574] : INFO : Epoch 1882 | loss: 0.0311801 | val_loss: 0.0311844 | Time: 2608.82 ms
[2021-09-28 10:34:51 main:574] : INFO : Epoch 1883 | loss: 0.0311801 | val_loss: 0.0311875 | Time: 2399.91 ms
[2021-09-28 10:34:53 main:574] : INFO : Epoch 1884 | loss: 0.0311793 | val_loss: 0.0311817 | Time: 2492.38 ms
[2021-09-28 10:34:56 main:574] : INFO : Epoch 1885 | loss: 0.031178 | val_loss: 0.0311799 | Time: 2774.07 ms
[2021-09-28 10:34:59 main:574] : INFO : Epoch 1886 | loss: 0.0311786 | val_loss: 0.0311802 | Time: 2613.34 ms
[2021-09-28 10:35:01 main:574] : INFO : Epoch 1887 | loss: 0.0311813 | val_loss: 0.0311881 | Time: 2480.07 ms
[2021-09-28 10:35:04 main:574] : INFO : Epoch 1888 | loss: 0.031183 | val_loss: 0.0311824 | Time: 2654.2 ms
[2021-09-28 10:35:07 main:574] : INFO : Epoch 1889 | loss: 0.0311789 | val_loss: 0.0311838 | Time: 2578.6 ms
[2021-09-28 10:35:09 main:574] : INFO : Epoch 1890 | loss: 0.0311802 | val_loss: 0.0311806 | Time: 2359.22 ms
[2021-09-28 10:35:12 main:574] : INFO : Epoch 1891 | loss: 0.0311796 | val_loss: 0.0311805 | Time: 2764.22 ms
[2021-09-28 10:35:14 main:574] : INFO : Epoch 1892 | loss: 0.03118 | val_loss: 0.0311799 | Time: 2705.14 ms
[2021-09-28 10:35:17 main:574] : INFO : Epoch 1893 | loss: 0.0311806 | val_loss: 0.031183 | Time: 2587.73 ms
[2021-09-28 10:35:19 main:574] : INFO : Epoch 1894 | loss: 0.0311801 | val_loss: 0.0311808 | Time: 2417.32 ms
[2021-09-28 10:35:22 main:574] : INFO : Epoch 1895 | loss: 0.0311822 | val_loss: 0.0311874 | Time: 2558.69 ms
[2021-09-28 10:35:25 main:574] : INFO : Epoch 1896 | loss: 0.03118 | val_loss: 0.0311809 | Time: 2546.5 ms
[2021-09-28 10:35:27 main:574] : INFO : Epoch 1897 | loss: 0.0311819 | val_loss: 0.0311821 | Time: 2599.65 ms
[2021-09-28 10:35:30 main:574] : INFO : Epoch 1898 | loss: 0.0311817 | val_loss: 0.0311924 | Time: 2772.05 ms
[2021-09-28 10:35:33 main:574] : INFO : Epoch 1899 | loss: 0.031181 | val_loss: 0.0311819 | Time: 2595.74 ms
[2021-09-28 10:35:35 main:574] : INFO : Epoch 1900 | loss: 0.0311786 | val_loss: 0.0311807 | Time: 2782.08 ms
[2021-09-28 10:35:38 main:574] : INFO : Epoch 1901 | loss: 0.0311818 | val_loss: 0.0311807 | Time: 2521.62 ms
[2021-09-28 10:35:41 main:574] : INFO : Epoch 1902 | loss: 0.0311808 | val_loss: 0.0311807 | Time: 2669.45 ms
[2021-09-28 10:35:43 main:574] : INFO : Epoch 1903 | loss: 0.031179 | val_loss: 0.0311809 | Time: 2688.26 ms
[2021-09-28 10:35:46 main:574] : INFO : Epoch 1904 | loss: 0.0311789 | val_loss: 0.0311807 | Time: 2508.5 ms
[2021-09-28 10:35:48 main:574] : INFO : Epoch 1905 | loss: 0.0311796 | val_loss: 0.0311804 | Time: 2648.26 ms
[2021-09-28 10:35:51 main:574] : INFO : Epoch 1906 | loss: 0.0311792 | val_loss: 0.031183 | Time: 2582.8 ms
[2021-09-28 10:35:54 main:574] : INFO : Epoch 1907 | loss: 0.0311792 | val_loss: 0.0311809 | Time: 2576.94 ms
[2021-09-28 10:35:56 main:574] : INFO : Epoch 1908 | loss: 0.0311854 | val_loss: 0.0311826 | Time: 2657.29 ms
[2021-09-28 10:35:59 main:574] : INFO : Epoch 1909 | loss: 0.0311859 | val_loss: 0.031189 | Time: 2791.95 ms
[2021-09-28 10:36:02 main:574] : INFO : Epoch 1910 | loss: 0.0311831 | val_loss: 0.0311816 | Time: 2564.67 ms
[2021-09-28 10:36:04 main:574] : INFO : Epoch 1911 | loss: 0.031183 | val_loss: 0.0311811 | Time: 2691.39 ms
[2021-09-28 10:36:07 main:574] : INFO : Epoch 1912 | loss: 0.0311842 | val_loss: 0.0311796 | Time: 2561.41 ms
[2021-09-28 10:36:10 main:574] : INFO : Epoch 1913 | loss: 0.0311806 | val_loss: 0.0311794 | Time: 2578.25 ms
[2021-09-28 10:36:12 main:574] : INFO : Epoch 1914 | loss: 0.0311793 | val_loss: 0.0311803 | Time: 2668.52 ms
[2021-09-28 10:36:15 main:574] : INFO : Epoch 1915 | loss: 0.0311789 | val_loss: 0.0311797 | Time: 2575.66 ms
[2021-09-28 10:36:17 main:574] : INFO : Epoch 1916 | loss: 0.0311803 | val_loss: 0.0311797 | Time: 2656.17 ms
[2021-09-28 10:36:20 main:574] : INFO : Epoch 1917 | loss: 0.0311795 | val_loss: 0.0311799 | Time: 2459.54 ms
[2021-09-28 10:36:22 main:574] : INFO : Epoch 1918 | loss: 0.0311783 | val_loss: 0.0311793 | Time: 2472.54 ms
[2021-09-28 10:36:25 main:574] : INFO : Epoch 1919 | loss: 0.0311778 | val_loss: 0.0311812 | Time: 2471.79 ms
[2021-09-28 10:36:27 main:574] : INFO : Epoch 1920 | loss: 0.0311794 | val_loss: 0.0311817 | Time: 2480.24 ms
[2021-09-28 10:36:30 main:574] : INFO : Epoch 1921 | loss: 0.0311783 | val_loss: 0.0311819 | Time: 2466.64 ms
[2021-09-28 10:36:32 main:574] : INFO : Epoch 1922 | loss: 0.03118 | val_loss: 0.0311834 | Time: 2551.86 ms
[2021-09-28 10:36:35 main:574] : INFO : Epoch 1923 | loss: 0.0311827 | val_loss: 0.0311801 | Time: 2518.48 ms
[2021-09-28 10:36:38 main:574] : INFO : Epoch 1924 | loss: 0.0311859 | val_loss: 0.0311808 | Time: 2596.62 ms
[2021-09-28 10:36:40 main:574] : INFO : Epoch 1925 | loss: 0.0311786 | val_loss: 0.0311795 | Time: 2756.99 ms
[2021-09-28 10:36:43 main:574] : INFO : Epoch 1926 | loss: 0.0311783 | val_loss: 0.0311834 | Time: 2638.9 ms
[2021-09-28 10:36:46 main:574] : INFO : Epoch 1927 | loss: 0.0311805 | val_loss: 0.0311794 | Time: 2662.08 ms
[2021-09-28 10:36:48 main:574] : INFO : Epoch 1928 | loss: 0.0311775 | val_loss: 0.0311807 | Time: 2511.12 ms
[2021-09-28 10:36:51 main:574] : INFO : Epoch 1929 | loss: 0.0311774 | val_loss: 0.0311803 | Time: 2517.93 ms
[2021-09-28 10:36:53 main:574] : INFO : Epoch 1930 | loss: 0.0311774 | val_loss: 0.0311795 | Time: 2617.91 ms
[2021-09-28 10:36:56 main:574] : INFO : Epoch 1931 | loss: 0.031178 | val_loss: 0.0311796 | Time: 2490.58 ms
[2021-09-28 10:36:58 main:574] : INFO : Epoch 1932 | loss: 0.0311781 | val_loss: 0.0311819 | Time: 2548.9 ms
[2021-09-28 10:37:01 main:574] : INFO : Epoch 1933 | loss: 0.0311803 | val_loss: 0.0311871 | Time: 2471.2 ms
[2021-09-28 10:37:03 main:574] : INFO : Epoch 1934 | loss: 0.0311877 | val_loss: 0.0312176 | Time: 2482.54 ms
[2021-09-28 10:37:06 main:574] : INFO : Epoch 1935 | loss: 0.0312035 | val_loss: 0.0311881 | Time: 2411.17 ms
[2021-09-28 10:37:08 main:574] : INFO : Epoch 1936 | loss: 0.0311914 | val_loss: 0.0311979 | Time: 2559.27 ms
[2021-09-28 10:37:11 main:574] : INFO : Epoch 1937 | loss: 0.0311857 | val_loss: 0.0311825 | Time: 2464.25 ms
[2021-09-28 10:37:13 main:574] : INFO : Epoch 1938 | loss: 0.0311797 | val_loss: 0.0311854 | Time: 2438.55 ms
[2021-09-28 10:37:16 main:574] : INFO : Epoch 1939 | loss: 0.0311826 | val_loss: 0.031182 | Time: 2573.52 ms
[2021-09-28 10:37:18 main:574] : INFO : Epoch 1940 | loss: 0.0311819 | val_loss: 0.0311845 | Time: 2592.18 ms
[2021-09-28 10:37:21 main:574] : INFO : Epoch 1941 | loss: 0.0311793 | val_loss: 0.0311792 | Time: 2432.33 ms
[2021-09-28 10:37:23 main:574] : INFO : Epoch 1942 | loss: 0.0311788 | val_loss: 0.0311794 | Time: 2594.33 ms
[2021-09-28 10:37:26 main:574] : INFO : Epoch 1943 | loss: 0.0311784 | val_loss: 0.0311801 | Time: 2584.69 ms
[2021-09-28 10:37:29 main:574] : INFO : Epoch 1944 | loss: 0.0311771 | val_loss: 0.0311803 | Time: 2524.55 ms
[2021-09-28 10:37:31 main:574] : INFO : Epoch 1945 | loss: 0.0311776 | val_loss: 0.0311784 | Time: 2608.65 ms
[2021-09-28 10:37:34 main:574] : INFO : Epoch 1946 | loss: 0.0311772 | val_loss: 0.0311791 | Time: 2469.35 ms
[2021-09-28 10:37:36 main:574] : INFO : Epoch 1947 | loss: 0.0311768 | val_loss: 0.0311784 | Time: 2621.71 ms
[2021-09-28 10:37:39 main:574] : INFO : Epoch 1948 | loss: 0.0311768 | val_loss: 0.0311785 | Time: 2543.6 ms
[2021-09-28 10:37:42 main:574] : INFO : Epoch 1949 | loss: 0.0311763 | val_loss: 0.0311778 | Time: 2683 ms
[2021-09-28 10:37:44 main:574] : INFO : Epoch 1950 | loss: 0.0311763 | val_loss: 0.0311785 | Time: 2548.57 ms
[2021-09-28 10:37:47 main:574] : INFO : Epoch 1951 | loss: 0.0311767 | val_loss: 0.0311796 | Time: 2555.86 ms
[2021-09-28 10:37:49 main:574] : INFO : Epoch 1952 | loss: 0.031177 | val_loss: 0.0311813 | Time: 2658.37 ms
[2021-09-28 10:37:52 main:574] : INFO : Epoch 1953 | loss: 0.0311769 | val_loss: 0.0311792 | Time: 2640.96 ms
[2021-09-28 10:37:54 main:574] : INFO : Epoch 1954 | loss: 0.0311771 | val_loss: 0.0311794 | Time: 2476.98 ms
[2021-09-28 10:37:57 main:574] : INFO : Epoch 1955 | loss: 0.0311765 | val_loss: 0.0311805 | Time: 2647.64 ms
[2021-09-28 10:38:00 main:574] : INFO : Epoch 1956 | loss: 0.0311763 | val_loss: 0.0311788 | Time: 2462.21 ms
[2021-09-28 10:38:02 main:574] : INFO : Epoch 1957 | loss: 0.0311795 | val_loss: 0.0311908 | Time: 2524.5 ms
[2021-09-28 10:38:05 main:574] : INFO : Epoch 1958 | loss: 0.0311832 | val_loss: 0.0311839 | Time: 2434.52 ms
[2021-09-28 10:38:07 main:574] : INFO : Epoch 1959 | loss: 0.0311773 | val_loss: 0.0311842 | Time: 2511.41 ms
[2021-09-28 10:38:10 main:574] : INFO : Epoch 1960 | loss: 0.0311776 | val_loss: 0.0311833 | Time: 2485.41 ms
[2021-09-28 10:38:12 main:574] : INFO : Epoch 1961 | loss: 0.0311766 | val_loss: 0.031181 | Time: 2390.38 ms
[2021-09-28 10:38:15 main:574] : INFO : Epoch 1962 | loss: 0.0311757 | val_loss: 0.0311785 | Time: 2616.82 ms
[2021-09-28 10:38:17 main:574] : INFO : Epoch 1963 | loss: 0.0311769 | val_loss: 0.0311801 | Time: 2779.59 ms
[2021-09-28 10:38:20 main:574] : INFO : Epoch 1964 | loss: 0.031175 | val_loss: 0.0311787 | Time: 2786.49 ms
[2021-09-28 10:38:23 main:574] : INFO : Epoch 1965 | loss: 0.0311757 | val_loss: 0.0311835 | Time: 2577.97 ms
[2021-09-28 10:38:25 main:574] : INFO : Epoch 1966 | loss: 0.0311778 | val_loss: 0.0311788 | Time: 2484.49 ms
[2021-09-28 10:38:28 main:574] : INFO : Epoch 1967 | loss: 0.031176 | val_loss: 0.0311809 | Time: 2514.11 ms
[2021-09-28 10:38:30 main:574] : INFO : Epoch 1968 | loss: 0.0311775 | val_loss: 0.0311812 | Time: 2519.32 ms
[2021-09-28 10:38:33 main:574] : INFO : Epoch 1969 | loss: 0.0311773 | val_loss: 0.0311821 | Time: 2492.57 ms
[2021-09-28 10:38:35 main:574] : INFO : Epoch 1970 | loss: 0.0311783 | val_loss: 0.0311829 | Time: 2528.29 ms
[2021-09-28 10:38:38 main:574] : INFO : Epoch 1971 | loss: 0.0311763 | val_loss: 0.0311816 | Time: 2499.02 ms
[2021-09-28 10:38:41 main:574] : INFO : Epoch 1972 | loss: 0.0311751 | val_loss: 0.0311807 | Time: 2707.05 ms
[2021-09-28 10:38:43 main:574] : INFO : Epoch 1973 | loss: 0.0311765 | val_loss: 0.0311811 | Time: 2405.8 ms
[2021-09-28 10:38:46 main:574] : INFO : Epoch 1974 | loss: 0.031175 | val_loss: 0.0311836 | Time: 2443.39 ms
[2021-09-28 10:38:48 main:574] : INFO : Epoch 1975 | loss: 0.0311751 | val_loss: 0.0311794 | Time: 2491.88 ms
[2021-09-28 10:38:51 main:574] : INFO : Epoch 1976 | loss: 0.0311744 | val_loss: 0.0311793 | Time: 2494.41 ms
[2021-09-28 10:38:53 main:574] : INFO : Epoch 1977 | loss: 0.0311744 | val_loss: 0.0311808 | Time: 2429.21 ms
[2021-09-28 10:38:56 main:574] : INFO : Epoch 1978 | loss: 0.0311747 | val_loss: 0.0311809 | Time: 2625.81 ms
[2021-09-28 10:38:58 main:574] : INFO : Epoch 1979 | loss: 0.0311756 | val_loss: 0.031184 | Time: 2537.43 ms
[2021-09-28 10:39:01 main:574] : INFO : Epoch 1980 | loss: 0.0311753 | val_loss: 0.0311796 | Time: 2604.85 ms
[2021-09-28 10:39:03 main:574] : INFO : Epoch 1981 | loss: 0.0311778 | val_loss: 0.0311792 | Time: 2612.93 ms
[2021-09-28 10:39:06 main:574] : INFO : Epoch 1982 | loss: 0.0311787 | val_loss: 0.0311904 | Time: 2635.01 ms
[2021-09-28 10:39:09 main:574] : INFO : Epoch 1983 | loss: 0.0311786 | val_loss: 0.031192 | Time: 2703.07 ms
[2021-09-28 10:39:11 main:574] : INFO : Epoch 1984 | loss: 0.0311781 | val_loss: 0.0311832 | Time: 2570.52 ms
[2021-09-28 10:39:14 main:574] : INFO : Epoch 1985 | loss: 0.0311777 | val_loss: 0.0311833 | Time: 2466.36 ms
[2021-09-28 10:39:16 main:574] : INFO : Epoch 1986 | loss: 0.0311747 | val_loss: 0.0311815 | Time: 2574.46 ms
[2021-09-28 10:39:19 main:574] : INFO : Epoch 1987 | loss: 0.0311737 | val_loss: 0.0311818 | Time: 2436.15 ms
[2021-09-28 10:39:21 main:574] : INFO : Epoch 1988 | loss: 0.0311751 | val_loss: 0.0311801 | Time: 2594.67 ms
[2021-09-28 10:39:24 main:574] : INFO : Epoch 1989 | loss: 0.031175 | val_loss: 0.0311819 | Time: 2594.16 ms
[2021-09-28 10:39:27 main:574] : INFO : Epoch 1990 | loss: 0.0311744 | val_loss: 0.0311819 | Time: 2614.21 ms
[2021-09-28 10:39:29 main:574] : INFO : Epoch 1991 | loss: 0.0311745 | val_loss: 0.0311921 | Time: 2715.13 ms
[2021-09-28 10:39:32 main:574] : INFO : Epoch 1992 | loss: 0.0311768 | val_loss: 0.0311801 | Time: 2547.96 ms
[2021-09-28 10:39:35 main:574] : INFO : Epoch 1993 | loss: 0.0311744 | val_loss: 0.0311799 | Time: 2518.11 ms
[2021-09-28 10:39:37 main:574] : INFO : Epoch 1994 | loss: 0.0311743 | val_loss: 0.0311826 | Time: 2652.33 ms
[2021-09-28 10:39:40 main:574] : INFO : Epoch 1995 | loss: 0.0311749 | val_loss: 0.0311843 | Time: 2525.5 ms
[2021-09-28 10:39:42 main:574] : INFO : Epoch 1996 | loss: 0.0311764 | val_loss: 0.0311818 | Time: 2429.79 ms
[2021-09-28 10:39:45 main:574] : INFO : Epoch 1997 | loss: 0.0311746 | val_loss: 0.03118 | Time: 2656.76 ms
[2021-09-28 10:39:47 main:574] : INFO : Epoch 1998 | loss: 0.0311746 | val_loss: 0.0311805 | Time: 2493.63 ms
[2021-09-28 10:39:50 main:574] : INFO : Epoch 1999 | loss: 0.0311756 | val_loss: 0.0311812 | Time: 2480.54 ms
[2021-09-28 10:39:52 main:574] : INFO : Epoch 2000 | loss: 0.0311774 | val_loss: 0.0311828 | Time: 2572.38 ms
[2021-09-28 10:39:55 main:574] : INFO : Epoch 2001 | loss: 0.0311778 | val_loss: 0.0311852 | Time: 2470.43 ms
[2021-09-28 10:39:58 main:574] : INFO : Epoch 2002 | loss: 0.0311793 | val_loss: 0.0311911 | Time: 2706.03 ms
[2021-09-28 10:40:00 main:574] : INFO : Epoch 2003 | loss: 0.0311808 | val_loss: 0.0311805 | Time: 2702.69 ms
[2021-09-28 10:40:03 main:574] : INFO : Epoch 2004 | loss: 0.0311767 | val_loss: 0.0311806 | Time: 2680.34 ms
[2021-09-28 10:40:06 main:574] : INFO : Epoch 2005 | loss: 0.0311745 | val_loss: 0.031185 | Time: 2570.47 ms
[2021-09-28 10:40:08 main:574] : INFO : Epoch 2006 | loss: 0.031175 | val_loss: 0.0311814 | Time: 2838.89 ms
[2021-09-28 10:40:11 main:574] : INFO : Epoch 2007 | loss: 0.0311751 | val_loss: 0.0311819 | Time: 2628.67 ms
[2021-09-28 10:40:14 main:574] : INFO : Epoch 2008 | loss: 0.0311769 | val_loss: 0.0311847 | Time: 2818.26 ms
[2021-09-28 10:40:16 main:574] : INFO : Epoch 2009 | loss: 0.0311802 | val_loss: 0.0311872 | Time: 2582.23 ms
[2021-09-28 10:40:19 main:574] : INFO : Epoch 2010 | loss: 0.0311809 | val_loss: 0.0311811 | Time: 2688.81 ms
[2021-09-28 10:40:22 main:574] : INFO : Epoch 2011 | loss: 0.0311802 | val_loss: 0.0311807 | Time: 2495.84 ms
[2021-09-28 10:40:24 main:574] : INFO : Epoch 2012 | loss: 0.0311807 | val_loss: 0.0311814 | Time: 2690.02 ms
[2021-09-28 10:40:27 main:574] : INFO : Epoch 2013 | loss: 0.0311797 | val_loss: 0.0311823 | Time: 2615.55 ms
[2021-09-28 10:40:30 main:574] : INFO : Epoch 2014 | loss: 0.0311795 | val_loss: 0.031186 | Time: 2694.04 ms
[2021-09-28 10:40:32 main:574] : INFO : Epoch 2015 | loss: 0.0311849 | val_loss: 0.031183 | Time: 2461.97 ms
[2021-09-28 10:40:35 main:574] : INFO : Epoch 2016 | loss: 0.0311845 | val_loss: 0.0311814 | Time: 2549.83 ms
[2021-09-28 10:40:37 main:574] : INFO : Epoch 2017 | loss: 0.031182 | val_loss: 0.0311832 | Time: 2556.74 ms
[2021-09-28 10:40:40 main:574] : INFO : Epoch 2018 | loss: 0.0311803 | val_loss: 0.0311809 | Time: 2761.14 ms
[2021-09-28 10:40:43 main:574] : INFO : Epoch 2019 | loss: 0.0311794 | val_loss: 0.0311807 | Time: 2587.67 ms
[2021-09-28 10:40:45 main:574] : INFO : Epoch 2020 | loss: 0.0311785 | val_loss: 0.0311815 | Time: 2493.93 ms
[2021-09-28 10:40:48 main:574] : INFO : Epoch 2021 | loss: 0.0311784 | val_loss: 0.031182 | Time: 2452.76 ms
[2021-09-28 10:40:50 main:574] : INFO : Epoch 2022 | loss: 0.0311775 | val_loss: 0.0311804 | Time: 2561.57 ms
[2021-09-28 10:40:53 main:574] : INFO : Epoch 2023 | loss: 0.0311778 | val_loss: 0.0311789 | Time: 2656.99 ms
[2021-09-28 10:40:56 main:574] : INFO : Epoch 2024 | loss: 0.0311771 | val_loss: 0.03118 | Time: 2626.11 ms
[2021-09-28 10:40:58 main:574] : INFO : Epoch 2025 | loss: 0.0311762 | val_loss: 0.0311797 | Time: 2466.89 ms
[2021-09-28 10:41:01 main:574] : INFO : Epoch 2026 | loss: 0.0311765 | val_loss: 0.0311798 | Time: 2573.78 ms
[2021-09-28 10:41:03 main:574] : INFO : Epoch 2027 | loss: 0.0311769 | val_loss: 0.0311806 | Time: 2659.45 ms
[2021-09-28 10:41:06 main:574] : INFO : Epoch 2028 | loss: 0.0311766 | val_loss: 0.0311788 | Time: 2580.16 ms
[2021-09-28 10:41:08 main:574] : INFO : Epoch 2029 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 2636.51 ms
[2021-09-28 10:41:11 main:574] : INFO : Epoch 2030 | loss: 0.0311773 | val_loss: 0.0311805 | Time: 2677.52 ms
[2021-09-28 10:41:14 main:574] : INFO : Epoch 2031 | loss: 0.0311755 | val_loss: 0.0311795 | Time: 2529.11 ms
[2021-09-28 10:41:16 main:574] : INFO : Epoch 2032 | loss: 0.0311757 | val_loss: 0.0311804 | Time: 2619.11 ms
[2021-09-28 10:41:19 main:574] : INFO : Epoch 2033 | loss: 0.0311756 | val_loss: 0.031179 | Time: 2615.45 ms
[2021-09-28 10:41:22 main:574] : INFO : Epoch 2034 | loss: 0.0311762 | val_loss: 0.0311808 | Time: 2745.24 ms
[2021-09-28 10:41:24 main:574] : INFO : Epoch 2035 | loss: 0.0311763 | val_loss: 0.0311835 | Time: 2581.15 ms
[2021-09-28 10:41:27 main:574] : INFO : Epoch 2036 | loss: 0.0311774 | val_loss: 0.0311799 | Time: 2560.81 ms
[2021-09-28 10:41:30 main:574] : INFO : Epoch 2037 | loss: 0.0311764 | val_loss: 0.0311819 | Time: 2624.28 ms
[2021-09-28 10:41:32 main:574] : INFO : Epoch 2038 | loss: 0.0311759 | val_loss: 0.0311809 | Time: 2556.08 ms
[2021-09-28 10:41:35 main:574] : INFO : Epoch 2039 | loss: 0.0311754 | val_loss: 0.03118 | Time: 2467.7 ms
[2021-09-28 10:41:37 main:574] : INFO : Epoch 2040 | loss: 0.0311776 | val_loss: 0.0311842 | Time: 2537.18 ms
[2021-09-28 10:41:40 main:574] : INFO : Epoch 2041 | loss: 0.0311797 | val_loss: 0.0311841 | Time: 2641.15 ms
[2021-09-28 10:41:42 main:574] : INFO : Epoch 2042 | loss: 0.0311875 | val_loss: 0.0311824 | Time: 2671.53 ms
[2021-09-28 10:41:45 main:574] : INFO : Epoch 2043 | loss: 0.0311818 | val_loss: 0.0311812 | Time: 2677.31 ms
[2021-09-28 10:41:48 main:574] : INFO : Epoch 2044 | loss: 0.0311812 | val_loss: 0.0311872 | Time: 2543.53 ms
[2021-09-28 10:41:50 main:574] : INFO : Epoch 2045 | loss: 0.0311789 | val_loss: 0.0311802 | Time: 2719.54 ms
[2021-09-28 10:41:53 main:574] : INFO : Epoch 2046 | loss: 0.0311761 | val_loss: 0.0311818 | Time: 2576.28 ms
[2021-09-28 10:41:55 main:574] : INFO : Epoch 2047 | loss: 0.0311782 | val_loss: 0.0311835 | Time: 2442.26 ms
[2021-09-28 10:41:58 main:574] : INFO : Epoch 2048 | loss: 0.0311792 | val_loss: 0.0311813 | Time: 2503.08 ms
[2021-09-28 10:41:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311813
[2021-09-28 10:41:58 main:603] : INFO : Saving end state to config to file
[2021-09-28 10:41:58 main:608] : INFO : Success, exiting..
10:41:58 (8136): 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)