Task 3764772
| Name | ParityModified-1609264450-22955-4_1 |
| Workunit | 1871604 |
| Created | 22 Jan 2021, 5:28:54 UTC |
| Sent | 22 Jan 2021, 6:23:31 UTC |
| Report deadline | 29 Jan 2021, 6:23:31 UTC |
| Received | 22 Jan 2021, 8:55:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2875 |
| Run time | 1 hours 29 min 24 sec |
| CPU time | 1 hours 16 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 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: 0.0311815 | val_loss: 0.0311855 | Time: 2595.92 ms
[2021-01-21 23:41:14 main:574] : INFO : Epoch 1543 | loss: 0.0311808 | val_loss: 0.0311866 | Time: 2548.77 ms
[2021-01-21 23:41:17 main:574] : INFO : Epoch 1544 | loss: 0.0311797 | val_loss: 0.0311878 | Time: 2520.63 ms
[2021-01-21 23:41:19 main:574] : INFO : Epoch 1545 | loss: 0.031181 | val_loss: 0.0311863 | Time: 2598.6 ms
[2021-01-21 23:41:22 main:574] : INFO : Epoch 1546 | loss: 0.0311807 | val_loss: 0.0311846 | Time: 2543.24 ms
[2021-01-21 23:41:25 main:574] : INFO : Epoch 1547 | loss: 0.0311818 | val_loss: 0.0311879 | Time: 2501.59 ms
[2021-01-21 23:41:27 main:574] : INFO : Epoch 1548 | loss: 0.0311818 | val_loss: 0.0311873 | Time: 2614 ms
[2021-01-21 23:41:30 main:574] : INFO : Epoch 1549 | loss: 0.0311848 | val_loss: 0.0311889 | Time: 2563.69 ms
[2021-01-21 23:41:32 main:574] : INFO : Epoch 1550 | loss: 0.031186 | val_loss: 0.0311875 | Time: 2500.09 ms
[2021-01-21 23:41:35 main:574] : INFO : Epoch 1551 | loss: 0.0311878 | val_loss: 0.0311873 | Time: 2530.57 ms
[2021-01-21 23:41:37 main:574] : INFO : Epoch 1552 | loss: 0.0311867 | val_loss: 0.0311871 | Time: 2571.51 ms
[2021-01-21 23:41:40 main:574] : INFO : Epoch 1553 | loss: 0.0311839 | val_loss: 0.031185 | Time: 2559.86 ms
[2021-01-21 23:41:43 main:574] : INFO : Epoch 1554 | loss: 0.0311814 | val_loss: 0.031184 | Time: 2614.28 ms
[2021-01-21 23:41:45 main:574] : INFO : Epoch 1555 | loss: 0.0311801 | val_loss: 0.0311843 | Time: 2582.33 ms
[2021-01-21 23:41:48 main:574] : INFO : Epoch 1556 | loss: 0.0311794 | val_loss: 0.0311831 | Time: 2537.53 ms
[2021-01-21 23:41:51 main:574] : INFO : Epoch 1557 | loss: 0.0311799 | val_loss: 0.0311854 | Time: 2522.63 ms
[2021-01-21 23:41:53 main:574] : INFO : Epoch 1558 | loss: 0.0311811 | val_loss: 0.0311842 | Time: 2422.55 ms
[2021-01-21 23:41:56 main:574] : INFO : Epoch 1559 | loss: 0.0311804 | val_loss: 0.0311837 | Time: 2447.53 ms
[2021-01-21 23:41:58 main:574] : INFO : Epoch 1560 | loss: 0.0311816 | val_loss: 0.031185 | Time: 2542.32 ms
[2021-01-21 23:42:01 main:574] : INFO : Epoch 1561 | loss: 0.0311815 | val_loss: 0.0311855 | Time: 2639.33 ms
[2021-01-21 23:42:03 main:574] : INFO : Epoch 1562 | loss: 0.0311837 | val_loss: 0.0311885 | Time: 2583.59 ms
[2021-01-21 23:42:06 main:574] : INFO : Epoch 1563 | loss: 0.0311814 | val_loss: 0.0311848 | Time: 2504.57 ms
[2021-01-21 23:42:09 main:574] : INFO : Epoch 1564 | loss: 0.0311807 | val_loss: 0.0311835 | Time: 2571.76 ms
[2021-01-21 23:42:11 main:574] : INFO : Epoch 1565 | loss: 0.0311798 | val_loss: 0.0311838 | Time: 2590.75 ms
[2021-01-21 23:42:14 main:574] : INFO : Epoch 1566 | loss: 0.0311808 | val_loss: 0.0311838 | Time: 2589.54 ms
[2021-01-21 23:42:16 main:574] : INFO : Epoch 1567 | loss: 0.0311816 | val_loss: 0.0311841 | Time: 2564.22 ms
[2021-01-21 23:42:19 main:574] : INFO : Epoch 1568 | loss: 0.0311818 | val_loss: 0.0311859 | Time: 2613.45 ms
[2021-01-21 23:42:22 main:574] : INFO : Epoch 1569 | loss: 0.0311808 | val_loss: 0.0311872 | Time: 2538.8 ms
[2021-01-21 23:42:24 main:574] : INFO : Epoch 1570 | loss: 0.0311796 | val_loss: 0.0311842 | Time: 2536.18 ms
[2021-01-21 23:42:27 main:574] : INFO : Epoch 1571 | loss: 0.0311808 | val_loss: 0.0311839 | Time: 2532.2 ms
[2021-01-21 23:42:29 main:574] : INFO : Epoch 1572 | loss: 0.0311824 | val_loss: 0.0311855 | Time: 2521.61 ms
[2021-01-21 23:42:32 main:574] : INFO : Epoch 1573 | loss: 0.0311809 | val_loss: 0.0311829 | Time: 2643.73 ms
[2021-01-21 23:42:35 main:574] : INFO : Epoch 1574 | loss: 0.03118 | val_loss: 0.0311837 | Time: 2516.75 ms
[2021-01-21 23:42:37 main:574] : INFO : Epoch 1575 | loss: 0.0311815 | val_loss: 0.0311861 | Time: 2578.69 ms
[2021-01-21 23:42:40 main:574] : INFO : Epoch 1576 | loss: 0.03118 | val_loss: 0.031183 | Time: 2581.38 ms
[2021-01-21 23:42:43 main:574] : INFO : Epoch 1577 | loss: 0.0311785 | val_loss: 0.0311899 | Time: 2574.84 ms
[2021-01-21 23:42:45 main:574] : INFO : Epoch 1578 | loss: 0.0311802 | val_loss: 0.031186 | Time: 2626.64 ms
[2021-01-21 23:42:48 main:574] : INFO : Epoch 1579 | loss: 0.0311792 | val_loss: 0.031183 | Time: 2674.51 ms
[2021-01-21 23:42:51 main:574] : INFO : Epoch 1580 | loss: 0.031179 | val_loss: 0.0311836 | Time: 2604.47 ms
[2021-01-21 23:42:53 main:574] : INFO : Epoch 1581 | loss: 0.0311789 | val_loss: 0.031185 | Time: 2673.25 ms
[2021-01-21 23:42:56 main:574] : INFO : Epoch 1582 | loss: 0.0311793 | val_loss: 0.0311845 | Time: 2636.35 ms
[2021-01-21 23:42:59 main:574] : INFO : Epoch 1583 | loss: 0.0311806 | val_loss: 0.0311874 | Time: 2571.38 ms
[2021-01-21 23:43:01 main:574] : INFO : Epoch 1584 | loss: 0.031181 | val_loss: 0.0311834 | Time: 2491.77 ms
[2021-01-21 23:43:04 main:574] : INFO : Epoch 1585 | loss: 0.0311817 | val_loss: 0.0311837 | Time: 2638.55 ms
[2021-01-21 23:43:06 main:574] : INFO : Epoch 1586 | loss: 0.0311805 | val_loss: 0.0311817 | Time: 2612.42 ms
[2021-01-21 23:43:09 main:574] : INFO : Epoch 1587 | loss: 0.0311811 | val_loss: 0.0311843 | Time: 2498.13 ms
[2021-01-21 23:43:12 main:574] : INFO : Epoch 1588 | loss: 0.0311802 | val_loss: 0.0311843 | Time: 2613.04 ms
[2021-01-21 23:43:14 main:574] : INFO : Epoch 1589 | loss: 0.0311811 | val_loss: 0.0311857 | Time: 2536.92 ms
[2021-01-21 23:43:17 main:574] : INFO : Epoch 1590 | loss: 0.0311798 | val_loss: 0.0311844 | Time: 2544.84 ms
[2021-01-21 23:43:19 main:574] : INFO : Epoch 1591 | loss: 0.0311799 | val_loss: 0.031183 | Time: 2575.84 ms
[2021-01-21 23:43:22 main:574] : INFO : Epoch 1592 | loss: 0.0311804 | val_loss: 0.0311839 | Time: 2543.38 ms
[2021-01-21 23:43:25 main:574] : INFO : Epoch 1593 | loss: 0.0311824 | val_loss: 0.031184 | Time: 2450.51 ms
[2021-01-21 23:43:27 main:574] : INFO : Epoch 1594 | loss: 0.0311796 | val_loss: 0.0311859 | Time: 2646.93 ms
[2021-01-21 23:43:30 main:574] : INFO : Epoch 1595 | loss: 0.031179 | val_loss: 0.0311821 | Time: 2571.61 ms
[2021-01-21 23:43:33 main:574] : INFO : Epoch 1596 | loss: 0.03118 | val_loss: 0.031184 | Time: 2570.78 ms
[2021-01-21 23:43:35 main:574] : INFO : Epoch 1597 | loss: 0.0311791 | val_loss: 0.0311819 | Time: 2600.54 ms
[2021-01-21 23:43:38 main:574] : INFO : Epoch 1598 | loss: 0.0311805 | val_loss: 0.0311839 | Time: 2557.74 ms
[2021-01-21 23:43:41 main:574] : INFO : Epoch 1599 | loss: 0.0311822 | val_loss: 0.0311833 | Time: 2625.29 ms
[2021-01-21 23:43:43 main:574] : INFO : Epoch 1600 | loss: 0.0311809 | val_loss: 0.0311874 | Time: 2457.86 ms
[2021-01-21 23:43:46 main:574] : INFO : Epoch 1601 | loss: 0.0311799 | val_loss: 0.0311835 | Time: 2580.84 ms
[2021-01-21 23:43:48 main:574] : INFO : Epoch 1602 | loss: 0.0311798 | val_loss: 0.031182 | Time: 2569.4 ms
[2021-01-21 23:43:51 main:574] : INFO : Epoch 1603 | loss: 0.0311813 | val_loss: 0.0311835 | Time: 2576.14 ms
[2021-01-21 23:43:53 main:574] : INFO : Epoch 1604 | loss: 0.0311794 | val_loss: 0.0311837 | Time: 2448.04 ms
[2021-01-21 23:43:56 main:574] : INFO : Epoch 1605 | loss: 0.0311807 | val_loss: 0.0311838 | Time: 2557.67 ms
[2021-01-21 23:43:59 main:574] : INFO : Epoch 1606 | loss: 0.0311811 | val_loss: 0.0311835 | Time: 2531.05 ms
[2021-01-21 23:44:01 main:574] : INFO : Epoch 1607 | loss: 0.0311833 | val_loss: 0.0311852 | Time: 2584.9 ms
[2021-01-21 23:44:04 main:574] : INFO : Epoch 1608 | loss: 0.0311802 | val_loss: 0.0311834 | Time: 2612.37 ms
[2021-01-21 23:44:06 main:574] : INFO : Epoch 1609 | loss: 0.0311806 | val_loss: 0.0311832 | Time: 2487.09 ms
[2021-01-21 23:44:09 main:574] : INFO : Epoch 1610 | loss: 0.0311804 | val_loss: 0.0311899 | Time: 2566.81 ms
[2021-01-21 23:44:12 main:574] : INFO : Epoch 1611 | loss: 0.0311832 | val_loss: 0.031185 | Time: 2535.24 ms
[2021-01-21 23:44:14 main:574] : INFO : Epoch 1612 | loss: 0.031181 | val_loss: 0.0311816 | Time: 2528.39 ms
[2021-01-21 23:44:17 main:574] : INFO : Epoch 1613 | loss: 0.0311809 | val_loss: 0.0311822 | Time: 2497.01 ms
[2021-01-21 23:44:19 main:574] : INFO : Epoch 1614 | loss: 0.0311852 | val_loss: 0.0311858 | Time: 2472.6 ms
[2021-01-21 23:44:22 main:574] : INFO : Epoch 1615 | loss: 0.0311812 | val_loss: 0.0311809 | Time: 2564.75 ms
[2021-01-21 23:44:24 main:574] : INFO : Epoch 1616 | loss: 0.0311796 | val_loss: 0.0311812 | Time: 2497.05 ms
[2021-01-21 23:44:27 main:574] : INFO : Epoch 1617 | loss: 0.0311806 | val_loss: 0.0311878 | Time: 2587.68 ms
[2021-01-21 23:44:30 main:574] : INFO : Epoch 1618 | loss: 0.0311825 | val_loss: 0.0311843 | Time: 2630.75 ms
[2021-01-21 23:44:32 main:574] : INFO : Epoch 1619 | loss: 0.03118 | val_loss: 0.0311817 | Time: 2610.34 ms
[2021-01-21 23:44:35 main:574] : INFO : Epoch 1620 | loss: 0.0311801 | val_loss: 0.0311827 | Time: 2583.63 ms
[2021-01-21 23:44:38 main:574] : INFO : Epoch 1621 | loss: 0.0311824 | val_loss: 0.0311844 | Time: 2569.83 ms
[2021-01-21 23:44:40 main:574] : INFO : Epoch 1622 | loss: 0.0311834 | val_loss: 0.0311906 | Time: 2670.85 ms
[2021-01-21 23:44:43 main:574] : INFO : Epoch 1623 | loss: 0.031185 | val_loss: 0.0311867 | Time: 2594.5 ms
[2021-01-21 23:44:46 main:574] : INFO : Epoch 1624 | loss: 0.0311828 | val_loss: 0.0311842 | Time: 2580.74 ms
[2021-01-21 23:44:48 main:574] : INFO : Epoch 1625 | loss: 0.0311819 | val_loss: 0.0311842 | Time: 2560.69 ms
[2021-01-21 23:44:51 main:574] : INFO : Epoch 1626 | loss: 0.0311829 | val_loss: 0.0311844 | Time: 2575.71 ms
[2021-01-21 23:44:54 main:574] : INFO : Epoch 1627 | loss: 0.0311847 | val_loss: 0.0312008 | Time: 2664.84 ms
[2021-01-21 23:44:56 main:574] : INFO : Epoch 1628 | loss: 0.0311848 | val_loss: 0.0311868 | Time: 2593.2 ms
[2021-01-21 23:44:59 main:574] : INFO : Epoch 1629 | loss: 0.0311836 | val_loss: 0.0311854 | Time: 2566.91 ms
[2021-01-21 23:45:01 main:574] : INFO : Epoch 1630 | loss: 0.0311807 | val_loss: 0.0311829 | Time: 2463.67 ms
[2021-01-21 23:45:04 main:574] : INFO : Epoch 1631 | loss: 0.0311796 | val_loss: 0.0311832 | Time: 2608.09 ms
[2021-01-21 23:45:07 main:574] : INFO : Epoch 1632 | loss: 0.0311795 | val_loss: 0.0311866 | Time: 2602.9 ms
[2021-01-21 23:45:09 main:574] : INFO : Epoch 1633 | loss: 0.0311814 | val_loss: 0.0311841 | Time: 2502.69 ms
[2021-01-21 23:45:12 main:574] : INFO : Epoch 1634 | loss: 0.0311796 | val_loss: 0.0311834 | Time: 2621.08 ms
[2021-01-21 23:45:14 main:574] : INFO : Epoch 1635 | loss: 0.0311795 | val_loss: 0.0311893 | Time: 2542.5 ms
[2021-01-21 23:45:17 main:574] : INFO : Epoch 1636 | loss: 0.0311816 | val_loss: 0.0311839 | Time: 2490.88 ms
[2021-01-21 23:45:19 main:574] : INFO : Epoch 1637 | loss: 0.031178 | val_loss: 0.0311822 | Time: 2468.01 ms
[2021-01-21 23:45:22 main:574] : INFO : Epoch 1638 | loss: 0.0311773 | val_loss: 0.0311839 | Time: 2495.36 ms
[2021-01-21 23:45:25 main:574] : INFO : Epoch 1639 | loss: 0.0311784 | val_loss: 0.0311908 | Time: 2551.34 ms
[2021-01-21 23:45:27 main:574] : INFO : Epoch 1640 | loss: 0.0311806 | val_loss: 0.0311831 | Time: 2568.22 ms
[2021-01-21 23:45:30 main:574] : INFO : Epoch 1641 | loss: 0.0311778 | val_loss: 0.0311828 | Time: 2535.79 ms
[2021-01-21 23:45:32 main:574] : INFO : Epoch 1642 | loss: 0.0311775 | val_loss: 0.0311849 | Time: 2503.69 ms
[2021-01-21 23:45:35 main:574] : INFO : Epoch 1643 | loss: 0.0311807 | val_loss: 0.0311857 | Time: 2612.82 ms
[2021-01-21 23:45:38 main:574] : INFO : Epoch 1644 | loss: 0.0311789 | val_loss: 0.0311838 | Time: 2587.45 ms
[2021-01-21 23:45:40 main:574] : INFO : Epoch 1645 | loss: 0.0311786 | val_loss: 0.0311836 | Time: 2525.88 ms
[2021-01-21 23:45:43 main:574] : INFO : Epoch 1646 | loss: 0.0311795 | val_loss: 0.0311822 | Time: 2611.9 ms
[2021-01-21 23:45:45 main:574] : INFO : Epoch 1647 | loss: 0.0311786 | val_loss: 0.0311867 | Time: 2471.94 ms
[2021-01-21 23:45:48 main:574] : INFO : Epoch 1648 | loss: 0.0311819 | val_loss: 0.0311855 | Time: 2564.66 ms
[2021-01-21 23:45:51 main:574] : INFO : Epoch 1649 | loss: 0.0311818 | val_loss: 0.0311888 | Time: 2548.48 ms
[2021-01-21 23:45:53 main:574] : INFO : Epoch 1650 | loss: 0.0311808 | val_loss: 0.0311835 | Time: 2503 ms
[2021-01-21 23:45:56 main:574] : INFO : Epoch 1651 | loss: 0.0311799 | val_loss: 0.0311913 | Time: 2542.86 ms
[2021-01-21 23:45:58 main:574] : INFO : Epoch 1652 | loss: 0.0311813 | val_loss: 0.0311849 | Time: 2564.84 ms
[2021-01-21 23:46:01 main:574] : INFO : Epoch 1653 | loss: 0.0311786 | val_loss: 0.0311842 | Time: 2540.24 ms
[2021-01-21 23:46:04 main:574] : INFO : Epoch 1654 | loss: 0.0311773 | val_loss: 0.031185 | Time: 2615.25 ms
[2021-01-21 23:46:06 main:574] : INFO : Epoch 1655 | loss: 0.0311792 | val_loss: 0.0311831 | Time: 2632.79 ms
[2021-01-21 23:46:09 main:574] : INFO : Epoch 1656 | loss: 0.03118 | val_loss: 0.0311844 | Time: 2622.75 ms
[2021-01-21 23:46:12 main:574] : INFO : Epoch 1657 | loss: 0.0311794 | val_loss: 0.0311836 | Time: 2449.76 ms
[2021-01-21 23:46:14 main:574] : INFO : Epoch 1658 | loss: 0.0311787 | val_loss: 0.0311833 | Time: 2621.63 ms
[2021-01-21 23:46:17 main:574] : INFO : Epoch 1659 | loss: 0.0311793 | val_loss: 0.0311824 | Time: 2601.53 ms
[2021-01-21 23:46:20 main:574] : INFO : Epoch 1660 | loss: 0.0311795 | val_loss: 0.0311827 | Time: 2661.4 ms
[2021-01-21 23:46:22 main:574] : INFO : Epoch 1661 | loss: 0.0311811 | val_loss: 0.0311825 | Time: 2636.42 ms
[2021-01-21 23:46:25 main:574] : INFO : Epoch 1662 | loss: 0.0311831 | val_loss: 0.0311823 | Time: 2607.27 ms
[2021-01-21 23:46:27 main:574] : INFO : Epoch 1663 | loss: 0.0311844 | val_loss: 0.0311856 | Time: 2567.89 ms
[2021-01-21 23:46:30 main:574] : INFO : Epoch 1664 | loss: 0.0311847 | val_loss: 0.0311822 | Time: 2628.12 ms
[2021-01-21 23:46:33 main:574] : INFO : Epoch 1665 | loss: 0.0311825 | val_loss: 0.0311833 | Time: 2607.01 ms
[2021-01-21 23:46:35 main:574] : INFO : Epoch 1666 | loss: 0.0311821 | val_loss: 0.0311859 | Time: 2554.93 ms
[2021-01-21 23:46:38 main:574] : INFO : Epoch 1667 | loss: 0.0311827 | val_loss: 0.0311818 | Time: 2690.07 ms
[2021-01-21 23:46:41 main:574] : INFO : Epoch 1668 | loss: 0.0311845 | val_loss: 0.0311814 | Time: 2656.49 ms
[2021-01-21 23:46:44 main:574] : INFO : Epoch 1669 | loss: 0.0311816 | val_loss: 0.0311847 | Time: 2636.63 ms
[2021-01-21 23:46:46 main:574] : INFO : Epoch 1670 | loss: 0.0311836 | val_loss: 0.0311834 | Time: 2571.6 ms
[2021-01-21 23:46:49 main:574] : INFO : Epoch 1671 | loss: 0.0311808 | val_loss: 0.031182 | Time: 2623.89 ms
[2021-01-21 23:46:51 main:574] : INFO : Epoch 1672 | loss: 0.0311827 | val_loss: 0.0311856 | Time: 2605.69 ms
[2021-01-21 23:46:54 main:574] : INFO : Epoch 1673 | loss: 0.0311819 | val_loss: 0.0311846 | Time: 2606.25 ms
[2021-01-21 23:46:57 main:574] : INFO : Epoch 1674 | loss: 0.0311814 | val_loss: 0.0311816 | Time: 2634.06 ms
[2021-01-21 23:46:59 main:574] : INFO : Epoch 1675 | loss: 0.0311803 | val_loss: 0.0311814 | Time: 2660.42 ms
[2021-01-21 23:47:02 main:574] : INFO : Epoch 1676 | loss: 0.0311798 | val_loss: 0.0311837 | Time: 2607.85 ms
[2021-01-21 23:47:05 main:574] : INFO : Epoch 1677 | loss: 0.0311811 | val_loss: 0.0311827 | Time: 2684.95 ms
[2021-01-21 23:47:07 main:574] : INFO : Epoch 1678 | loss: 0.03118 | val_loss: 0.0311845 | Time: 2611.95 ms
[2021-01-21 23:47:10 main:574] : INFO : Epoch 1679 | loss: 0.0311799 | val_loss: 0.0311818 | Time: 2617.59 ms
[2021-01-21 23:47:13 main:574] : INFO : Epoch 1680 | loss: 0.0311794 | val_loss: 0.031182 | Time: 2618.69 ms
[2021-01-21 23:47:15 main:574] : INFO : Epoch 1681 | loss: 0.0311789 | val_loss: 0.0311816 | Time: 2620.42 ms
[2021-01-21 23:47:18 main:574] : INFO : Epoch 1682 | loss: 0.0311799 | val_loss: 0.0311837 | Time: 2608.17 ms
[2021-01-21 23:47:21 main:574] : INFO : Epoch 1683 | loss: 0.0311802 | val_loss: 0.03118 | Time: 2645.39 ms
[2021-01-21 23:47:23 main:574] : INFO : Epoch 1684 | loss: 0.0311783 | val_loss: 0.03118 | Time: 2620.38 ms
[2021-01-21 23:47:26 main:574] : INFO : Epoch 1685 | loss: 0.031179 | val_loss: 0.0311806 | Time: 2600.88 ms
[2021-01-21 23:47:29 main:574] : INFO : Epoch 1686 | loss: 0.0311791 | val_loss: 0.031183 | Time: 2643.85 ms
[2021-01-21 23:47:31 main:574] : INFO : Epoch 1687 | loss: 0.0311786 | val_loss: 0.0311796 | Time: 2628.64 ms
[2021-01-21 23:47:34 main:574] : INFO : Epoch 1688 | loss: 0.0311792 | val_loss: 0.0311842 | Time: 2619.35 ms
[2021-01-21 23:47:37 main:574] : INFO : Epoch 1689 | loss: 0.031182 | val_loss: 0.0311807 | Time: 2557.58 ms
[2021-01-21 23:47:39 main:574] : INFO : Epoch 1690 | loss: 0.0311781 | val_loss: 0.0311784 | Time: 2659.97 ms
[2021-01-21 23:47:42 main:574] : INFO : Epoch 1691 | loss: 0.031178 | val_loss: 0.0311806 | Time: 2582.58 ms
[2021-01-21 23:47:44 main:574] : INFO : Epoch 1692 | loss: 0.0311781 | val_loss: 0.031183 | Time: 2558.71 ms
[2021-01-21 23:47:47 main:574] : INFO : Epoch 1693 | loss: 0.0311791 | val_loss: 0.0311836 | Time: 2646.23 ms
[2021-01-21 23:47:50 main:574] : INFO : Epoch 1694 | loss: 0.0311782 | val_loss: 0.0311815 | Time: 2614.9 ms
[2021-01-21 23:47:52 main:574] : INFO : Epoch 1695 | loss: 0.0311775 | val_loss: 0.0311797 | Time: 2576.3 ms
[2021-01-21 23:47:55 main:574] : INFO : Epoch 1696 | loss: 0.0311778 | val_loss: 0.0311797 | Time: 2526.41 ms
[2021-01-21 23:47:58 main:574] : INFO : Epoch 1697 | loss: 0.0311775 | val_loss: 0.0311849 | Time: 2573.16 ms
[2021-01-21 23:48:00 main:574] : INFO : Epoch 1698 | loss: 0.0311776 | val_loss: 0.0311805 | Time: 2606.56 ms
[2021-01-21 23:48:03 main:574] : INFO : Epoch 1699 | loss: 0.0311761 | val_loss: 0.0311796 | Time: 2494.78 ms
[2021-01-21 23:48:05 main:574] : INFO : Epoch 1700 | loss: 0.0311763 | val_loss: 0.0311821 | Time: 2530.65 ms
[2021-01-21 23:48:08 main:574] : INFO : Epoch 1701 | loss: 0.0311752 | val_loss: 0.0311794 | Time: 2609.47 ms
[2021-01-21 23:48:11 main:574] : INFO : Epoch 1702 | loss: 0.0311754 | val_loss: 0.0311787 | Time: 2566.81 ms
[2021-01-21 23:48:13 main:574] : INFO : Epoch 1703 | loss: 0.0311755 | val_loss: 0.0311787 | Time: 2530.71 ms
[2021-01-21 23:48:16 main:574] : INFO : Epoch 1704 | loss: 0.0311819 | val_loss: 0.031192 | Time: 2568.59 ms
[2021-01-21 23:48:18 main:574] : INFO : Epoch 1705 | loss: 0.0311926 | val_loss: 0.031186 | Time: 2563.53 ms
[2021-01-21 23:48:21 main:574] : INFO : Epoch 1706 | loss: 0.0311864 | val_loss: 0.0311833 | Time: 2489.32 ms
[2021-01-21 23:48:24 main:574] : INFO : Epoch 1707 | loss: 0.0311856 | val_loss: 0.0311866 | Time: 2646.48 ms
[2021-01-21 23:48:26 main:574] : INFO : Epoch 1708 | loss: 0.0311864 | val_loss: 0.0311856 | Time: 2606.62 ms
[2021-01-21 23:48:29 main:574] : INFO : Epoch 1709 | loss: 0.031187 | val_loss: 0.0311852 | Time: 2621.45 ms
[2021-01-21 23:48:32 main:574] : INFO : Epoch 1710 | loss: 0.0311863 | val_loss: 0.031185 | Time: 2463.1 ms
[2021-01-21 23:48:34 main:574] : INFO : Epoch 1711 | loss: 0.0311854 | val_loss: 0.0311858 | Time: 2559.31 ms
[2021-01-21 23:48:37 main:574] : INFO : Epoch 1712 | loss: 0.0311844 | val_loss: 0.0311842 | Time: 2531.41 ms
[2021-01-21 23:48:39 main:574] : INFO : Epoch 1713 | loss: 0.031185 | val_loss: 0.0311854 | Time: 2564.63 ms
[2021-01-21 23:48:42 main:574] : INFO : Epoch 1714 | loss: 0.0311839 | val_loss: 0.031184 | Time: 2487.64 ms
[2021-01-21 23:48:45 main:574] : INFO : Epoch 1715 | loss: 0.0311843 | val_loss: 0.0311878 | Time: 2535.09 ms
[2021-01-21 23:48:47 main:574] : INFO : Epoch 1716 | loss: 0.0311863 | val_loss: 0.031185 | Time: 2559.48 ms
[2021-01-21 23:48:50 main:574] : INFO : Epoch 1717 | loss: 0.0311843 | val_loss: 0.0311859 | Time: 2529.53 ms
[2021-01-21 23:48:53 main:574] : INFO : Epoch 1718 | loss: 0.0311863 | val_loss: 0.0311861 | Time: 2640.51 ms
[2021-01-21 23:48:55 main:574] : INFO : Epoch 1719 | loss: 0.0311857 | val_loss: 0.0311885 | Time: 2553.69 ms
[2021-01-21 23:48:58 main:574] : INFO : Epoch 1720 | loss: 0.0311844 | val_loss: 0.0311852 | Time: 2462.19 ms
[2021-01-21 23:49:00 main:574] : INFO : Epoch 1721 | loss: 0.0311842 | val_loss: 0.0311879 | Time: 2540.43 ms
[2021-01-21 23:49:03 main:574] : INFO : Epoch 1722 | loss: 0.0311869 | val_loss: 0.0311916 | Time: 2557.17 ms
[2021-01-21 23:49:06 main:574] : INFO : Epoch 1723 | loss: 0.0311895 | val_loss: 0.0311843 | Time: 2575.06 ms
[2021-01-21 23:49:08 main:574] : INFO : Epoch 1724 | loss: 0.0311852 | val_loss: 0.0311835 | Time: 2627.78 ms
[2021-01-21 23:49:11 main:574] : INFO : Epoch 1725 | loss: 0.0311848 | val_loss: 0.0311863 | Time: 2503.49 ms
[2021-01-21 23:49:13 main:574] : INFO : Epoch 1726 | loss: 0.0311862 | val_loss: 0.0311854 | Time: 2598.66 ms
[2021-01-21 23:49:16 main:574] : INFO : Epoch 1727 | loss: 0.0311847 | val_loss: 0.031184 | Time: 2549.38 ms
[2021-01-21 23:49:19 main:574] : INFO : Epoch 1728 | loss: 0.0311863 | val_loss: 0.0311852 | Time: 2606.78 ms
[2021-01-21 23:49:21 main:574] : INFO : Epoch 1729 | loss: 0.0311843 | val_loss: 0.031183 | Time: 2588.99 ms
[2021-01-21 23:49:24 main:574] : INFO : Epoch 1730 | loss: 0.0311833 | val_loss: 0.0311819 | Time: 2549.09 ms
[2021-01-21 23:49:27 main:574] : INFO : Epoch 1731 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 2608.33 ms
[2021-01-21 23:49:29 main:574] : INFO : Epoch 1732 | loss: 0.0311837 | val_loss: 0.0311844 | Time: 2612.64 ms
[2021-01-21 23:49:32 main:574] : INFO : Epoch 1733 | loss: 0.0311836 | val_loss: 0.0311839 | Time: 2575.88 ms
[2021-01-21 23:49:34 main:574] : INFO : Epoch 1734 | loss: 0.0311839 | val_loss: 0.0311828 | Time: 2497.78 ms
[2021-01-21 23:49:37 main:574] : INFO : Epoch 1735 | loss: 0.0311836 | val_loss: 0.031186 | Time: 2557.92 ms
[2021-01-21 23:49:40 main:574] : INFO : Epoch 1736 | loss: 0.0311833 | val_loss: 0.031185 | Time: 2603.46 ms
[2021-01-21 23:49:42 main:574] : INFO : Epoch 1737 | loss: 0.0311865 | val_loss: 0.0311866 | Time: 2618.73 ms
[2021-01-21 23:49:45 main:574] : INFO : Epoch 1738 | loss: 0.0311853 | val_loss: 0.0311833 | Time: 2601.99 ms
[2021-01-21 23:49:48 main:574] : INFO : Epoch 1739 | loss: 0.0311839 | val_loss: 0.031185 | Time: 2564.69 ms
[2021-01-21 23:49:50 main:574] : INFO : Epoch 1740 | loss: 0.0311836 | val_loss: 0.0311829 | Time: 2543.21 ms
[2021-01-21 23:49:53 main:574] : INFO : Epoch 1741 | loss: 0.031181 | val_loss: 0.0311827 | Time: 2546.09 ms
[2021-01-21 23:49:55 main:574] : INFO : Epoch 1742 | loss: 0.0311808 | val_loss: 0.0311826 | Time: 2532.99 ms
[2021-01-21 23:49:58 main:574] : INFO : Epoch 1743 | loss: 0.031181 | val_loss: 0.0311829 | Time: 2595.72 ms
[2021-01-21 23:50:01 main:574] : INFO : Epoch 1744 | loss: 0.0311829 | val_loss: 0.0311893 | Time: 2526.22 ms
[2021-01-21 23:50:03 main:574] : INFO : Epoch 1745 | loss: 0.0311879 | val_loss: 0.0311908 | Time: 2563.19 ms
[2021-01-21 23:50:06 main:574] : INFO : Epoch 1746 | loss: 0.0311858 | val_loss: 0.031185 | Time: 2559.91 ms
[2021-01-21 23:50:09 main:574] : INFO : Epoch 1747 | loss: 0.0311835 | val_loss: 0.0311847 | Time: 2635.6 ms
[2021-01-21 23:50:11 main:574] : INFO : Epoch 1748 | loss: 0.0311801 | val_loss: 0.0311872 | Time: 2432.19 ms
[2021-01-21 23:50:14 main:574] : INFO : Epoch 1749 | loss: 0.0311819 | val_loss: 0.0311889 | Time: 2595.56 ms
[2021-01-21 23:50:16 main:574] : INFO : Epoch 1750 | loss: 0.0311812 | val_loss: 0.0311838 | Time: 2551.15 ms
[2021-01-21 23:50:19 main:574] : INFO : Epoch 1751 | loss: 0.0311811 | val_loss: 0.0311851 | Time: 2576.87 ms
[2021-01-21 23:50:22 main:574] : INFO : Epoch 1752 | loss: 0.0311799 | val_loss: 0.0311834 | Time: 2609.33 ms
[2021-01-21 23:50:24 main:574] : INFO : Epoch 1753 | loss: 0.0311788 | val_loss: 0.0311836 | Time: 2577.7 ms
[2021-01-21 23:50:27 main:574] : INFO : Epoch 1754 | loss: 0.0311813 | val_loss: 0.0311868 | Time: 2570.75 ms
[2021-01-21 23:50:29 main:574] : INFO : Epoch 1755 | loss: 0.0311814 | val_loss: 0.0311856 | Time: 2590.94 ms
[2021-01-21 23:50:32 main:574] : INFO : Epoch 1756 | loss: 0.0311806 | val_loss: 0.0311853 | Time: 2543.98 ms
[2021-01-21 23:50:35 main:574] : INFO : Epoch 1757 | loss: 0.0311802 | val_loss: 0.0311855 | Time: 2597.69 ms
[2021-01-21 23:50:37 main:574] : INFO : Epoch 1758 | loss: 0.0311804 | val_loss: 0.0311889 | Time: 2587.53 ms
[2021-01-21 23:50:40 main:574] : INFO : Epoch 1759 | loss: 0.031186 | val_loss: 0.0311861 | Time: 2547.58 ms
[2021-01-21 23:50:43 main:574] : INFO : Epoch 1760 | loss: 0.0311834 | val_loss: 0.0311857 | Time: 2607.34 ms
[2021-01-21 23:50:45 main:574] : INFO : Epoch 1761 | loss: 0.0311808 | val_loss: 0.0311867 | Time: 2517.86 ms
[2021-01-21 23:50:48 main:574] : INFO : Epoch 1762 | loss: 0.031181 | val_loss: 0.0311859 | Time: 2588.35 ms
[2021-01-21 23:50:50 main:574] : INFO : Epoch 1763 | loss: 0.03118 | val_loss: 0.031184 | Time: 2580.32 ms
[2021-01-21 23:50:53 main:574] : INFO : Epoch 1764 | loss: 0.03118 | val_loss: 0.0311841 | Time: 2482.48 ms
[2021-01-21 23:50:56 main:574] : INFO : Epoch 1765 | loss: 0.0311793 | val_loss: 0.0311841 | Time: 2490.21 ms
[2021-01-21 23:50:58 main:574] : INFO : Epoch 1766 | loss: 0.031179 | val_loss: 0.0311852 | Time: 2553.68 ms
[2021-01-21 23:51:01 main:574] : INFO : Epoch 1767 | loss: 0.0311781 | val_loss: 0.0311842 | Time: 2598.54 ms
[2021-01-21 23:51:03 main:574] : INFO : Epoch 1768 | loss: 0.0311803 | val_loss: 0.0311854 | Time: 2471.45 ms
[2021-01-21 23:51:06 main:574] : INFO : Epoch 1769 | loss: 0.0311816 | val_loss: 0.0311851 | Time: 2594 ms
[2021-01-21 23:51:09 main:574] : INFO : Epoch 1770 | loss: 0.0311841 | val_loss: 0.0311855 | Time: 2572.64 ms
[2021-01-21 23:51:11 main:574] : INFO : Epoch 1771 | loss: 0.0311818 | val_loss: 0.0311868 | Time: 2605.34 ms
[2021-01-21 23:51:14 main:574] : INFO : Epoch 1772 | loss: 0.0311825 | val_loss: 0.0311843 | Time: 2676.86 ms
[2021-01-21 23:51:17 main:574] : INFO : Epoch 1773 | loss: 0.0311812 | val_loss: 0.031185 | Time: 2495.18 ms
[2021-01-21 23:51:19 main:574] : INFO : Epoch 1774 | loss: 0.0311816 | val_loss: 0.0311848 | Time: 2650.91 ms
[2021-01-21 23:51:22 main:574] : INFO : Epoch 1775 | loss: 0.0311814 | val_loss: 0.0311903 | Time: 2545.67 ms
[2021-01-21 23:51:24 main:574] : INFO : Epoch 1776 | loss: 0.0311814 | val_loss: 0.0311843 | Time: 2544.07 ms
[2021-01-21 23:51:27 main:574] : INFO : Epoch 1777 | loss: 0.0311831 | val_loss: 0.0311838 | Time: 2557.4 ms
[2021-01-21 23:51:30 main:574] : INFO : Epoch 1778 | loss: 0.0311852 | val_loss: 0.0311848 | Time: 2604.06 ms
[2021-01-21 23:51:32 main:574] : INFO : Epoch 1779 | loss: 0.0311866 | val_loss: 0.0311879 | Time: 2570.94 ms
[2021-01-21 23:51:35 main:574] : INFO : Epoch 1780 | loss: 0.0311855 | val_loss: 0.0311898 | Time: 2579.69 ms
[2021-01-21 23:51:38 main:574] : INFO : Epoch 1781 | loss: 0.031186 | val_loss: 0.0311849 | Time: 2714.47 ms
[2021-01-21 23:51:40 main:574] : INFO : Epoch 1782 | loss: 0.0311844 | val_loss: 0.0311851 | Time: 2550.6 ms
[2021-01-21 23:51:43 main:574] : INFO : Epoch 1783 | loss: 0.0311821 | val_loss: 0.0311856 | Time: 2604.03 ms
[2021-01-21 23:51:45 main:574] : INFO : Epoch 1784 | loss: 0.0311818 | val_loss: 0.0311862 | Time: 2538.59 ms
[2021-01-21 23:51:48 main:574] : INFO : Epoch 1785 | loss: 0.0311831 | val_loss: 0.0311869 | Time: 2619.95 ms
[2021-01-21 23:51:51 main:574] : INFO : Epoch 1786 | loss: 0.0311824 | val_loss: 0.0311843 | Time: 2608.23 ms
[2021-01-21 23:51:53 main:574] : INFO : Epoch 1787 | loss: 0.0311817 | val_loss: 0.0311875 | Time: 2622.18 ms
[2021-01-21 23:51:56 main:574] : INFO : Epoch 1788 | loss: 0.0311855 | val_loss: 0.0311878 | Time: 2569.35 ms
[2021-01-21 23:51:59 main:574] : INFO : Epoch 1789 | loss: 0.0311844 | val_loss: 0.0311902 | Time: 2525.88 ms
[2021-01-21 23:52:01 main:574] : INFO : Epoch 1790 | loss: 0.0311837 | val_loss: 0.0311848 | Time: 2516.08 ms
[2021-01-21 23:52:04 main:574] : INFO : Epoch 1791 | loss: 0.0311811 | val_loss: 0.0311841 | Time: 2626.84 ms
[2021-01-21 23:52:06 main:574] : INFO : Epoch 1792 | loss: 0.0311824 | val_loss: 0.031184 | Time: 2531.87 ms
[2021-01-21 23:52:09 main:574] : INFO : Epoch 1793 | loss: 0.0311823 | val_loss: 0.0311842 | Time: 2631.73 ms
[2021-01-21 23:52:12 main:574] : INFO : Epoch 1794 | loss: 0.0311828 | val_loss: 0.0311832 | Time: 2641.81 ms
[2021-01-21 23:52:14 main:574] : INFO : Epoch 1795 | loss: 0.031182 | val_loss: 0.0311816 | Time: 2538.55 ms
[2021-01-21 23:52:17 main:574] : INFO : Epoch 1796 | loss: 0.0311825 | val_loss: 0.0311831 | Time: 2497.89 ms
[2021-01-21 23:52:19 main:574] : INFO : Epoch 1797 | loss: 0.0311819 | val_loss: 0.0311834 | Time: 2433.82 ms
[2021-01-21 23:52:22 main:574] : INFO : Epoch 1798 | loss: 0.0311808 | val_loss: 0.0311839 | Time: 2597.95 ms
[2021-01-21 23:52:25 main:574] : INFO : Epoch 1799 | loss: 0.0311817 | val_loss: 0.0311848 | Time: 2566.79 ms
[2021-01-21 23:52:27 main:574] : INFO : Epoch 1800 | loss: 0.0311819 | val_loss: 0.0311829 | Time: 2583.49 ms
[2021-01-21 23:52:30 main:574] : INFO : Epoch 1801 | loss: 0.0311805 | val_loss: 0.031183 | Time: 2520.71 ms
[2021-01-21 23:52:32 main:574] : INFO : Epoch 1802 | loss: 0.0311796 | val_loss: 0.031183 | Time: 2548.88 ms
[2021-01-21 23:52:35 main:574] : INFO : Epoch 1803 | loss: 0.031181 | val_loss: 0.0311838 | Time: 2525.21 ms
[2021-01-21 23:52:38 main:574] : INFO : Epoch 1804 | loss: 0.0311793 | val_loss: 0.0311824 | Time: 2593.02 ms
[2021-01-21 23:52:40 main:574] : INFO : Epoch 1805 | loss: 0.0311794 | val_loss: 0.0311835 | Time: 2542.64 ms
[2021-01-21 23:52:43 main:574] : INFO : Epoch 1806 | loss: 0.0311815 | val_loss: 0.0311856 | Time: 2582.92 ms
[2021-01-21 23:52:46 main:574] : INFO : Epoch 1807 | loss: 0.0311806 | val_loss: 0.0311823 | Time: 2536.15 ms
[2021-01-21 23:52:48 main:574] : INFO : Epoch 1808 | loss: 0.0311804 | val_loss: 0.031186 | Time: 2576.99 ms
[2021-01-21 23:52:51 main:574] : INFO : Epoch 1809 | loss: 0.03118 | val_loss: 0.0311834 | Time: 2503.68 ms
[2021-01-21 23:52:53 main:574] : INFO : Epoch 1810 | loss: 0.0311805 | val_loss: 0.0311831 | Time: 2505.17 ms
[2021-01-21 23:52:56 main:574] : INFO : Epoch 1811 | loss: 0.0311798 | val_loss: 0.0311837 | Time: 2520.56 ms
[2021-01-21 23:52:58 main:574] : INFO : Epoch 1812 | loss: 0.0311792 | val_loss: 0.0311837 | Time: 2532.8 ms
[2021-01-21 23:53:01 main:574] : INFO : Epoch 1813 | loss: 0.0311817 | val_loss: 0.0311883 | Time: 2647.78 ms
[2021-01-21 23:53:04 main:574] : INFO : Epoch 1814 | loss: 0.0311798 | val_loss: 0.0311834 | Time: 2530.35 ms
[2021-01-21 23:53:06 main:574] : INFO : Epoch 1815 | loss: 0.0311806 | val_loss: 0.031184 | Time: 2531.56 ms
[2021-01-21 23:53:09 main:574] : INFO : Epoch 1816 | loss: 0.0311791 | val_loss: 0.0311824 | Time: 2691.29 ms
[2021-01-21 23:53:12 main:574] : INFO : Epoch 1817 | loss: 0.0311785 | val_loss: 0.0311834 | Time: 2519.31 ms
[2021-01-21 23:53:14 main:574] : INFO : Epoch 1818 | loss: 0.031178 | val_loss: 0.0311834 | Time: 2634.77 ms
[2021-01-21 23:53:17 main:574] : INFO : Epoch 1819 | loss: 0.0311783 | val_loss: 0.0311823 | Time: 2636.75 ms
[2021-01-21 23:53:20 main:574] : INFO : Epoch 1820 | loss: 0.0311779 | val_loss: 0.0311819 | Time: 2599.97 ms
[2021-01-21 23:53:22 main:574] : INFO : Epoch 1821 | loss: 0.0311784 | val_loss: 0.0311832 | Time: 2585.84 ms
[2021-01-21 23:53:25 main:574] : INFO : Epoch 1822 | loss: 0.0311801 | val_loss: 0.0311833 | Time: 2570.09 ms
[2021-01-21 23:53:28 main:574] : INFO : Epoch 1823 | loss: 0.0311803 | val_loss: 0.0311844 | Time: 2642.11 ms
[2021-01-21 23:53:30 main:574] : INFO : Epoch 1824 | loss: 0.0311804 | val_loss: 0.031184 | Time: 2475.36 ms
[2021-01-21 23:53:33 main:574] : INFO : Epoch 1825 | loss: 0.0311786 | val_loss: 0.0311822 | Time: 2620.48 ms
[2021-01-21 23:53:35 main:574] : INFO : Epoch 1826 | loss: 0.0311788 | val_loss: 0.0311845 | Time: 2533.48 ms
[2021-01-21 23:53:38 main:574] : INFO : Epoch 1827 | loss: 0.0311781 | val_loss: 0.0311839 | Time: 2567.55 ms
[2021-01-21 23:53:41 main:574] : INFO : Epoch 1828 | loss: 0.0311781 | val_loss: 0.0311831 | Time: 2568.04 ms
[2021-01-21 23:53:43 main:574] : INFO : Epoch 1829 | loss: 0.0311782 | val_loss: 0.0311866 | Time: 2573.57 ms
[2021-01-21 23:53:46 main:574] : INFO : Epoch 1830 | loss: 0.0311787 | val_loss: 0.0311817 | Time: 2652.37 ms
[2021-01-21 23:53:49 main:574] : INFO : Epoch 1831 | loss: 0.0311804 | val_loss: 0.0311828 | Time: 2539.58 ms
[2021-01-21 23:53:51 main:574] : INFO : Epoch 1832 | loss: 0.0311817 | val_loss: 0.0311844 | Time: 2630.09 ms
[2021-01-21 23:53:54 main:574] : INFO : Epoch 1833 | loss: 0.0311779 | val_loss: 0.0311821 | Time: 2630.72 ms
[2021-01-21 23:53:57 main:574] : INFO : Epoch 1834 | loss: 0.0311769 | val_loss: 0.0311829 | Time: 2601.88 ms
[2021-01-21 23:53:59 main:574] : INFO : Epoch 1835 | loss: 0.0311771 | val_loss: 0.0311819 | Time: 2602.81 ms
[2021-01-21 23:54:02 main:574] : INFO : Epoch 1836 | loss: 0.0311774 | val_loss: 0.0311837 | Time: 2595.15 ms
[2021-01-21 23:54:04 main:574] : INFO : Epoch 1837 | loss: 0.0311776 | val_loss: 0.0311825 | Time: 2661.56 ms
[2021-01-21 23:54:07 main:574] : INFO : Epoch 1838 | loss: 0.0311763 | val_loss: 0.0311822 | Time: 2650.45 ms
[2021-01-21 23:54:10 main:574] : INFO : Epoch 1839 | loss: 0.0311762 | val_loss: 0.0311834 | Time: 2640.83 ms
[2021-01-21 23:54:12 main:574] : INFO : Epoch 1840 | loss: 0.0311773 | val_loss: 0.0311826 | Time: 2602.35 ms
[2021-01-21 23:54:15 main:574] : INFO : Epoch 1841 | loss: 0.031177 | val_loss: 0.0311829 | Time: 2554.34 ms
[2021-01-21 23:54:18 main:574] : INFO : Epoch 1842 | loss: 0.0311768 | val_loss: 0.0311854 | Time: 2622.63 ms
[2021-01-21 23:54:20 main:574] : INFO : Epoch 1843 | loss: 0.0311769 | val_loss: 0.0311826 | Time: 2637.65 ms
[2021-01-21 23:54:23 main:574] : INFO : Epoch 1844 | loss: 0.0311775 | val_loss: 0.031191 | Time: 2584.68 ms
[2021-01-21 23:54:26 main:574] : INFO : Epoch 1845 | loss: 0.0311785 | val_loss: 0.0311824 | Time: 2639.76 ms
[2021-01-21 23:54:28 main:574] : INFO : Epoch 1846 | loss: 0.0311771 | val_loss: 0.0311865 | Time: 2615.83 ms
[2021-01-21 23:54:31 main:574] : INFO : Epoch 1847 | loss: 0.0311785 | val_loss: 0.0311838 | Time: 2617.62 ms
[2021-01-21 23:54:33 main:574] : INFO : Epoch 1848 | loss: 0.0311781 | val_loss: 0.0311819 | Time: 2270.8 ms
[2021-01-21 23:54:36 main:574] : INFO : Epoch 1849 | loss: 0.0311777 | val_loss: 0.0311818 | Time: 2602.45 ms
[2021-01-21 23:54:39 main:574] : INFO : Epoch 1850 | loss: 0.0311782 | val_loss: 0.0311857 | Time: 2573.08 ms
[2021-01-21 23:54:41 main:574] : INFO : Epoch 1851 | loss: 0.0311781 | val_loss: 0.0311846 | Time: 2404.21 ms
[2021-01-21 23:54:44 main:574] : INFO : Epoch 1852 | loss: 0.0311781 | val_loss: 0.0311813 | Time: 2455.64 ms
[2021-01-21 23:54:46 main:574] : INFO : Epoch 1853 | loss: 0.0311779 | val_loss: 0.0311815 | Time: 2504.21 ms
[2021-01-21 23:54:49 main:574] : INFO : Epoch 1854 | loss: 0.0311766 | val_loss: 0.0311834 | Time: 2693.5 ms
[2021-01-21 23:54:51 main:574] : INFO : Epoch 1855 | loss: 0.0311782 | val_loss: 0.0311813 | Time: 2551.44 ms
[2021-01-21 23:54:54 main:574] : INFO : Epoch 1856 | loss: 0.0311771 | val_loss: 0.0311836 | Time: 2492.97 ms
[2021-01-21 23:54:57 main:574] : INFO : Epoch 1857 | loss: 0.0311789 | val_loss: 0.031185 | Time: 2542.65 ms
[2021-01-21 23:54:59 main:574] : INFO : Epoch 1858 | loss: 0.0311797 | val_loss: 0.031183 | Time: 2550.72 ms
[2021-01-21 23:55:02 main:574] : INFO : Epoch 1859 | loss: 0.0311774 | val_loss: 0.0311816 | Time: 2612.02 ms
[2021-01-21 23:55:04 main:574] : INFO : Epoch 1860 | loss: 0.0311785 | val_loss: 0.0311811 | Time: 2549.73 ms
[2021-01-21 23:55:07 main:574] : INFO : Epoch 1861 | loss: 0.0311795 | val_loss: 0.0311811 | Time: 2529.23 ms
[2021-01-21 23:55:10 main:574] : INFO : Epoch 1862 | loss: 0.031179 | val_loss: 0.0311818 | Time: 2492.55 ms
[2021-01-21 23:55:12 main:574] : INFO : Epoch 1863 | loss: 0.0311788 | val_loss: 0.031181 | Time: 2518.11 ms
[2021-01-21 23:55:15 main:574] : INFO : Epoch 1864 | loss: 0.0311781 | val_loss: 0.0311821 | Time: 2547.45 ms
[2021-01-21 23:55:17 main:574] : INFO : Epoch 1865 | loss: 0.0311788 | val_loss: 0.0311838 | Time: 2508.62 ms
[2021-01-21 23:55:20 main:574] : INFO : Epoch 1866 | loss: 0.0311803 | val_loss: 0.0311849 | Time: 2504.33 ms
[2021-01-21 23:55:22 main:574] : INFO : Epoch 1867 | loss: 0.0311807 | val_loss: 0.0311818 | Time: 2463.02 ms
[2021-01-21 23:55:25 main:574] : INFO : Epoch 1868 | loss: 0.0311796 | val_loss: 0.0311808 | Time: 2528.65 ms
[2021-01-21 23:55:27 main:574] : INFO : Epoch 1869 | loss: 0.0311787 | val_loss: 0.0311808 | Time: 2463.63 ms
[2021-01-21 23:55:30 main:574] : INFO : Epoch 1870 | loss: 0.0311778 | val_loss: 0.0311805 | Time: 2530.54 ms
[2021-01-21 23:55:33 main:574] : INFO : Epoch 1871 | loss: 0.0311774 | val_loss: 0.0311817 | Time: 2559.76 ms
[2021-01-21 23:55:35 main:574] : INFO : Epoch 1872 | loss: 0.0311784 | val_loss: 0.0311817 | Time: 2560.47 ms
[2021-01-21 23:55:38 main:574] : INFO : Epoch 1873 | loss: 0.0311779 | val_loss: 0.0311853 | Time: 2546.83 ms
[2021-01-21 23:55:40 main:574] : INFO : Epoch 1874 | loss: 0.0311777 | val_loss: 0.0311803 | Time: 2465.12 ms
[2021-01-21 23:55:43 main:574] : INFO : Epoch 1875 | loss: 0.0311771 | val_loss: 0.0311817 | Time: 2515.01 ms
[2021-01-21 23:55:46 main:574] : INFO : Epoch 1876 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 2597.19 ms
[2021-01-21 23:55:48 main:574] : INFO : Epoch 1877 | loss: 0.0311795 | val_loss: 0.031186 | Time: 2584.48 ms
[2021-01-21 23:55:51 main:574] : INFO : Epoch 1878 | loss: 0.0311784 | val_loss: 0.031181 | Time: 2582.02 ms
[2021-01-21 23:55:53 main:574] : INFO : Epoch 1879 | loss: 0.0311781 | val_loss: 0.0311817 | Time: 2544.23 ms
[2021-01-21 23:55:56 main:574] : INFO : Epoch 1880 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 2583.16 ms
[2021-01-21 23:55:59 main:574] : INFO : Epoch 1881 | loss: 0.0311771 | val_loss: 0.03118 | Time: 2582.01 ms
[2021-01-21 23:56:01 main:574] : INFO : Epoch 1882 | loss: 0.0311772 | val_loss: 0.031181 | Time: 2597.29 ms
[2021-01-21 23:56:04 main:574] : INFO : Epoch 1883 | loss: 0.031178 | val_loss: 0.0311823 | Time: 2553.22 ms
[2021-01-21 23:56:07 main:574] : INFO : Epoch 1884 | loss: 0.0311767 | val_loss: 0.0311834 | Time: 2578.22 ms
[2021-01-21 23:56:09 main:574] : INFO : Epoch 1885 | loss: 0.0311785 | val_loss: 0.0311802 | Time: 2597.81 ms
[2021-01-21 23:56:12 main:574] : INFO : Epoch 1886 | loss: 0.0311759 | val_loss: 0.0311808 | Time: 2464.58 ms
[2021-01-21 23:56:14 main:574] : INFO : Epoch 1887 | loss: 0.0311764 | val_loss: 0.0311806 | Time: 2516.42 ms
[2021-01-21 23:56:17 main:574] : INFO : Epoch 1888 | loss: 0.0311773 | val_loss: 0.0311819 | Time: 2590.84 ms
[2021-01-21 23:56:20 main:574] : INFO : Epoch 1889 | loss: 0.0311772 | val_loss: 0.031181 | Time: 2500.33 ms
[2021-01-21 23:56:22 main:574] : INFO : Epoch 1890 | loss: 0.0311772 | val_loss: 0.0311803 | Time: 2613.57 ms
[2021-01-21 23:56:25 main:574] : INFO : Epoch 1891 | loss: 0.0311762 | val_loss: 0.0311826 | Time: 2534.3 ms
[2021-01-21 23:56:27 main:574] : INFO : Epoch 1892 | loss: 0.0311783 | val_loss: 0.0311841 | Time: 2589.45 ms
[2021-01-21 23:56:30 main:574] : INFO : Epoch 1893 | loss: 0.0311805 | val_loss: 0.0311804 | Time: 2501.31 ms
[2021-01-21 23:56:33 main:574] : INFO : Epoch 1894 | loss: 0.0311792 | val_loss: 0.0311815 | Time: 2603.37 ms
[2021-01-21 23:56:35 main:574] : INFO : Epoch 1895 | loss: 0.0311783 | val_loss: 0.0311802 | Time: 2493.47 ms
[2021-01-21 23:56:38 main:574] : INFO : Epoch 1896 | loss: 0.0311776 | val_loss: 0.0311836 | Time: 2492.98 ms
[2021-01-21 23:56:40 main:574] : INFO : Epoch 1897 | loss: 0.0311781 | val_loss: 0.0311802 | Time: 2489.99 ms
[2021-01-21 23:56:43 main:574] : INFO : Epoch 1898 | loss: 0.031178 | val_loss: 0.0311806 | Time: 2598.58 ms
[2021-01-21 23:56:46 main:574] : INFO : Epoch 1899 | loss: 0.0311778 | val_loss: 0.0311835 | Time: 2638.47 ms
[2021-01-21 23:56:48 main:574] : INFO : Epoch 1900 | loss: 0.0311791 | val_loss: 0.0311821 | Time: 2529.38 ms
[2021-01-21 23:56:51 main:574] : INFO : Epoch 1901 | loss: 0.0311769 | val_loss: 0.0311798 | Time: 2538.67 ms
[2021-01-21 23:56:53 main:574] : INFO : Epoch 1902 | loss: 0.0311796 | val_loss: 0.0312045 | Time: 2507.26 ms
[2021-01-21 23:56:56 main:574] : INFO : Epoch 1903 | loss: 0.0479057 | val_loss: 0.0384972 | Time: 2618.81 ms
[2021-01-21 23:56:59 main:574] : INFO : Epoch 1904 | loss: 0.0356388 | val_loss: 0.0320855 | Time: 2549.77 ms
[2021-01-21 23:57:01 main:574] : INFO : Epoch 1905 | loss: 0.03178 | val_loss: 0.0314615 | Time: 2529.35 ms
[2021-01-21 23:57:04 main:574] : INFO : Epoch 1906 | loss: 0.0313164 | val_loss: 0.0312919 | Time: 2555.52 ms
[2021-01-21 23:57:07 main:574] : INFO : Epoch 1907 | loss: 0.0312477 | val_loss: 0.0312315 | Time: 2662.66 ms
[2021-01-21 23:57:09 main:574] : INFO : Epoch 1908 | loss: 0.0312298 | val_loss: 0.0312216 | Time: 2636.6 ms
[2021-01-21 23:57:12 main:574] : INFO : Epoch 1909 | loss: 0.0312251 | val_loss: 0.0312187 | Time: 2572.95 ms
[2021-01-21 23:57:14 main:574] : INFO : Epoch 1910 | loss: 0.0312197 | val_loss: 0.0312137 | Time: 2592.46 ms
[2021-01-21 23:57:17 main:574] : INFO : Epoch 1911 | loss: 0.0312171 | val_loss: 0.0312114 | Time: 2620.99 ms
[2021-01-21 23:57:20 main:574] : INFO : Epoch 1912 | loss: 0.0312151 | val_loss: 0.0312095 | Time: 2530.51 ms
[2021-01-21 23:57:22 main:574] : INFO : Epoch 1913 | loss: 0.0312143 | val_loss: 0.0312079 | Time: 2651.06 ms
[2021-01-21 23:57:25 main:574] : INFO : Epoch 1914 | loss: 0.0312121 | val_loss: 0.0312073 | Time: 2638.58 ms
[2021-01-21 23:57:28 main:574] : INFO : Epoch 1915 | loss: 0.0312119 | val_loss: 0.0312075 | Time: 2630.71 ms
[2021-01-21 23:57:31 main:574] : INFO : Epoch 1916 | loss: 0.0312124 | val_loss: 0.0312088 | Time: 3513.16 ms
[2021-01-21 23:57:34 main:574] : INFO : Epoch 1917 | loss: 0.031211 | val_loss: 0.0312058 | Time: 2603.54 ms
[2021-01-21 23:57:36 main:574] : INFO : Epoch 1918 | loss: 0.0312094 | val_loss: 0.0312049 | Time: 2588.74 ms
[2021-01-21 23:57:39 main:574] : INFO : Epoch 1919 | loss: 0.031209 | val_loss: 0.0312057 | Time: 2450.76 ms
[2021-01-21 23:57:41 main:574] : INFO : Epoch 1920 | loss: 0.0312088 | val_loss: 0.0312043 | Time: 2557.78 ms
[2021-01-21 23:57:44 main:574] : INFO : Epoch 1921 | loss: 0.0312075 | val_loss: 0.0312031 | Time: 2521.77 ms
[2021-01-21 23:57:47 main:574] : INFO : Epoch 1922 | loss: 0.0312083 | val_loss: 0.0312025 | Time: 2571.84 ms
[2021-01-21 23:57:49 main:574] : INFO : Epoch 1923 | loss: 0.0312071 | val_loss: 0.0312014 | Time: 2450.87 ms
[2021-01-21 23:57:52 main:574] : INFO : Epoch 1924 | loss: 0.0312037 | val_loss: 0.0311996 | Time: 2576.05 ms
[2021-01-21 23:57:55 main:574] : INFO : Epoch 1925 | loss: 0.0312 | val_loss: 0.0311964 | Time: 2600.51 ms
[2021-01-21 23:57:57 main:574] : INFO : Epoch 1926 | loss: 0.0311967 | val_loss: 0.0311953 | Time: 2568.54 ms
[2021-01-21 23:58:00 main:574] : INFO : Epoch 1927 | loss: 0.0311948 | val_loss: 0.0311924 | Time: 2510.72 ms
[2021-01-21 23:58:02 main:574] : INFO : Epoch 1928 | loss: 0.0311899 | val_loss: 0.0311899 | Time: 2587.56 ms
[2021-01-21 23:58:05 main:574] : INFO : Epoch 1929 | loss: 0.0311881 | val_loss: 0.0311913 | Time: 2446.21 ms
[2021-01-21 23:58:07 main:574] : INFO : Epoch 1930 | loss: 0.0311884 | val_loss: 0.0311885 | Time: 2508.56 ms
[2021-01-21 23:58:10 main:574] : INFO : Epoch 1931 | loss: 0.0311875 | val_loss: 0.0311968 | Time: 2607.09 ms
[2021-01-21 23:58:13 main:574] : INFO : Epoch 1932 | loss: 0.031187 | val_loss: 0.0311868 | Time: 2551.28 ms
[2021-01-21 23:58:15 main:574] : INFO : Epoch 1933 | loss: 0.0311846 | val_loss: 0.0311873 | Time: 2481.79 ms
[2021-01-21 23:58:18 main:574] : INFO : Epoch 1934 | loss: 0.0311849 | val_loss: 0.0311896 | Time: 2639.85 ms
[2021-01-21 23:58:21 main:574] : INFO : Epoch 1935 | loss: 0.0311853 | val_loss: 0.0311861 | Time: 2494.68 ms
[2021-01-21 23:58:23 main:574] : INFO : Epoch 1936 | loss: 0.0311849 | val_loss: 0.0311891 | Time: 2438.95 ms
[2021-01-21 23:58:26 main:574] : INFO : Epoch 1937 | loss: 0.0311879 | val_loss: 0.031189 | Time: 2519.14 ms
[2021-01-21 23:58:28 main:574] : INFO : Epoch 1938 | loss: 0.031186 | val_loss: 0.0311865 | Time: 2497.58 ms
[2021-01-21 23:58:31 main:574] : INFO : Epoch 1939 | loss: 0.0311841 | val_loss: 0.0311858 | Time: 2553.85 ms
[2021-01-21 23:58:33 main:574] : INFO : Epoch 1940 | loss: 0.0311833 | val_loss: 0.0311873 | Time: 2604.68 ms
[2021-01-21 23:58:36 main:574] : INFO : Epoch 1941 | loss: 0.0311839 | val_loss: 0.0311851 | Time: 2455.69 ms
[2021-01-21 23:58:38 main:574] : INFO : Epoch 1942 | loss: 0.0311833 | val_loss: 0.0311862 | Time: 2584.53 ms
[2021-01-21 23:58:41 main:574] : INFO : Epoch 1943 | loss: 0.031183 | val_loss: 0.0311853 | Time: 2553.53 ms
[2021-01-21 23:58:44 main:574] : INFO : Epoch 1944 | loss: 0.031183 | val_loss: 0.0311862 | Time: 2553.28 ms
[2021-01-21 23:58:46 main:574] : INFO : Epoch 1945 | loss: 0.0311839 | val_loss: 0.0311922 | Time: 2451.4 ms
[2021-01-21 23:58:49 main:574] : INFO : Epoch 1946 | loss: 0.0311865 | val_loss: 0.0311873 | Time: 2575.94 ms
[2021-01-21 23:58:51 main:574] : INFO : Epoch 1947 | loss: 0.0311833 | val_loss: 0.0311864 | Time: 2471.03 ms
[2021-01-21 23:58:54 main:574] : INFO : Epoch 1948 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 2529.18 ms
[2021-01-21 23:58:57 main:574] : INFO : Epoch 1949 | loss: 0.0311821 | val_loss: 0.0311852 | Time: 2579.71 ms
[2021-01-21 23:58:59 main:574] : INFO : Epoch 1950 | loss: 0.0311809 | val_loss: 0.0311856 | Time: 2559.16 ms
[2021-01-21 23:59:02 main:574] : INFO : Epoch 1951 | loss: 0.0311816 | val_loss: 0.0311862 | Time: 2626.99 ms
[2021-01-21 23:59:04 main:574] : INFO : Epoch 1952 | loss: 0.0311816 | val_loss: 0.0311854 | Time: 2448.18 ms
[2021-01-21 23:59:07 main:574] : INFO : Epoch 1953 | loss: 0.031183 | val_loss: 0.0311898 | Time: 2588.75 ms
[2021-01-21 23:59:10 main:574] : INFO : Epoch 1954 | loss: 0.0311825 | val_loss: 0.031185 | Time: 2539.09 ms
[2021-01-21 23:59:12 main:574] : INFO : Epoch 1955 | loss: 0.0311804 | val_loss: 0.0311859 | Time: 2518.02 ms
[2021-01-21 23:59:15 main:574] : INFO : Epoch 1956 | loss: 0.031181 | val_loss: 0.0311872 | Time: 2492.35 ms
[2021-01-21 23:59:17 main:574] : INFO : Epoch 1957 | loss: 0.0311801 | val_loss: 0.0311857 | Time: 2554.96 ms
[2021-01-21 23:59:20 main:574] : INFO : Epoch 1958 | loss: 0.0311816 | val_loss: 0.0311853 | Time: 2542.09 ms
[2021-01-21 23:59:23 main:574] : INFO : Epoch 1959 | loss: 0.031181 | val_loss: 0.0311874 | Time: 2575.95 ms
[2021-01-21 23:59:25 main:574] : INFO : Epoch 1960 | loss: 0.0311807 | val_loss: 0.0311861 | Time: 2547.18 ms
[2021-01-21 23:59:28 main:574] : INFO : Epoch 1961 | loss: 0.0311801 | val_loss: 0.0311886 | Time: 2503.27 ms
[2021-01-21 23:59:30 main:574] : INFO : Epoch 1962 | loss: 0.0311809 | val_loss: 0.0311865 | Time: 2555.82 ms
[2021-01-21 23:59:33 main:574] : INFO : Epoch 1963 | loss: 0.0311811 | val_loss: 0.0311857 | Time: 2564.36 ms
[2021-01-21 23:59:36 main:574] : INFO : Epoch 1964 | loss: 0.0311795 | val_loss: 0.0311852 | Time: 2556.36 ms
[2021-01-21 23:59:38 main:574] : INFO : Epoch 1965 | loss: 0.0311804 | val_loss: 0.0311847 | Time: 2577.67 ms
[2021-01-21 23:59:41 main:574] : INFO : Epoch 1966 | loss: 0.0311805 | val_loss: 0.0311843 | Time: 2534.64 ms
[2021-01-21 23:59:43 main:574] : INFO : Epoch 1967 | loss: 0.0311802 | val_loss: 0.0311857 | Time: 2591.79 ms
[2021-01-21 23:59:46 main:574] : INFO : Epoch 1968 | loss: 0.0311812 | val_loss: 0.0311851 | Time: 2609.87 ms
[2021-01-21 23:59:49 main:574] : INFO : Epoch 1969 | loss: 0.0311809 | val_loss: 0.0311851 | Time: 2651.59 ms
[2021-01-21 23:59:51 main:574] : INFO : Epoch 1970 | loss: 0.0311799 | val_loss: 0.031185 | Time: 2559.15 ms
[2021-01-21 23:59:54 main:574] : INFO : Epoch 1971 | loss: 0.0311795 | val_loss: 0.0311849 | Time: 2638.48 ms
[2021-01-21 23:59:57 main:574] : INFO : Epoch 1972 | loss: 0.0311798 | val_loss: 0.0311881 | Time: 2515.68 ms
[2021-01-21 23:59:59 main:574] : INFO : Epoch 1973 | loss: 0.0311807 | val_loss: 0.0311849 | Time: 2520.59 ms
[2021-01-22 00:00:02 main:574] : INFO : Epoch 1974 | loss: 0.0311796 | val_loss: 0.0311878 | Time: 2645.12 ms
[2021-01-22 00:00:04 main:574] : INFO : Epoch 1975 | loss: 0.0311811 | val_loss: 0.0311842 | Time: 2546.84 ms
[2021-01-22 00:00:07 main:574] : INFO : Epoch 1976 | loss: 0.0311811 | val_loss: 0.0311845 | Time: 2607.06 ms
[2021-01-22 00:00:10 main:574] : INFO : Epoch 1977 | loss: 0.0311821 | val_loss: 0.0311838 | Time: 2576.1 ms
[2021-01-22 00:00:12 main:574] : INFO : Epoch 1978 | loss: 0.0311809 | val_loss: 0.0311855 | Time: 2592.49 ms
[2021-01-22 00:00:15 main:574] : INFO : Epoch 1979 | loss: 0.0311822 | val_loss: 0.0311838 | Time: 2594.5 ms
[2021-01-22 00:00:18 main:574] : INFO : Epoch 1980 | loss: 0.0311829 | val_loss: 0.0311885 | Time: 2633.13 ms
[2021-01-22 00:00:20 main:574] : INFO : Epoch 1981 | loss: 0.0311829 | val_loss: 0.0311847 | Time: 2616.27 ms
[2021-01-22 00:00:23 main:574] : INFO : Epoch 1982 | loss: 0.0311813 | val_loss: 0.0311841 | Time: 2556.15 ms
[2021-01-22 00:00:25 main:574] : INFO : Epoch 1983 | loss: 0.0311806 | val_loss: 0.0311828 | Time: 2472.97 ms
[2021-01-22 00:00:28 main:574] : INFO : Epoch 1984 | loss: 0.0311795 | val_loss: 0.0311833 | Time: 2624.05 ms
[2021-01-22 00:00:31 main:574] : INFO : Epoch 1985 | loss: 0.0311791 | val_loss: 0.0311826 | Time: 2592.95 ms
[2021-01-22 00:00:33 main:574] : INFO : Epoch 1986 | loss: 0.0311787 | val_loss: 0.0311829 | Time: 2610.49 ms
[2021-01-22 00:00:36 main:574] : INFO : Epoch 1987 | loss: 0.031179 | val_loss: 0.0311852 | Time: 2626.4 ms
[2021-01-22 00:00:39 main:574] : INFO : Epoch 1988 | loss: 0.0311782 | val_loss: 0.0311828 | Time: 2599.93 ms
[2021-01-22 00:00:41 main:574] : INFO : Epoch 1989 | loss: 0.0311793 | val_loss: 0.0311856 | Time: 2624.07 ms
[2021-01-22 00:00:44 main:574] : INFO : Epoch 1990 | loss: 0.0311793 | val_loss: 0.0311836 | Time: 2565.62 ms
[2021-01-22 00:00:47 main:574] : INFO : Epoch 1991 | loss: 0.0311778 | val_loss: 0.0311845 | Time: 2702.41 ms
[2021-01-22 00:00:49 main:574] : INFO : Epoch 1992 | loss: 0.0311774 | val_loss: 0.0311832 | Time: 2640.58 ms
[2021-01-22 00:00:52 main:574] : INFO : Epoch 1993 | loss: 0.0311778 | val_loss: 0.0311828 | Time: 2641.07 ms
[2021-01-22 00:00:55 main:574] : INFO : Epoch 1994 | loss: 0.031179 | val_loss: 0.0311882 | Time: 2651.52 ms
[2021-01-22 00:00:57 main:574] : INFO : Epoch 1995 | loss: 0.0311778 | val_loss: 0.0311829 | Time: 2648.78 ms
[2021-01-22 00:01:00 main:574] : INFO : Epoch 1996 | loss: 0.0311768 | val_loss: 0.0311819 | Time: 2615.39 ms
[2021-01-22 00:01:03 main:574] : INFO : Epoch 1997 | loss: 0.0311764 | val_loss: 0.0311859 | Time: 2647.68 ms
[2021-01-22 00:01:05 main:574] : INFO : Epoch 1998 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 2594.95 ms
[2021-01-22 00:01:08 main:574] : INFO : Epoch 1999 | loss: 0.0311759 | val_loss: 0.0311846 | Time: 2599.51 ms
[2021-01-22 00:01:10 main:574] : INFO : Epoch 2000 | loss: 0.0311768 | val_loss: 0.0311848 | Time: 2581.2 ms
[2021-01-22 00:01:13 main:574] : INFO : Epoch 2001 | loss: 0.0311785 | val_loss: 0.0311866 | Time: 2617.39 ms
[2021-01-22 00:01:16 main:574] : INFO : Epoch 2002 | loss: 0.0311778 | val_loss: 0.0311816 | Time: 2527.12 ms
[2021-01-22 00:01:18 main:574] : INFO : Epoch 2003 | loss: 0.0311752 | val_loss: 0.0311822 | Time: 2594.57 ms
[2021-01-22 00:01:21 main:574] : INFO : Epoch 2004 | loss: 0.031176 | val_loss: 0.0311839 | Time: 2568.15 ms
[2021-01-22 00:01:23 main:574] : INFO : Epoch 2005 | loss: 0.0311769 | val_loss: 0.0311831 | Time: 2529.76 ms
[2021-01-22 00:01:26 main:574] : INFO : Epoch 2006 | loss: 0.0311774 | val_loss: 0.0311823 | Time: 2526.57 ms
[2021-01-22 00:01:29 main:574] : INFO : Epoch 2007 | loss: 0.0311779 | val_loss: 0.0311834 | Time: 2510.69 ms
[2021-01-22 00:01:31 main:574] : INFO : Epoch 2008 | loss: 0.0311779 | val_loss: 0.0311837 | Time: 2573.1 ms
[2021-01-22 00:01:34 main:574] : INFO : Epoch 2009 | loss: 0.0311778 | val_loss: 0.0311815 | Time: 2638.2 ms
[2021-01-22 00:01:37 main:574] : INFO : Epoch 2010 | loss: 0.031177 | val_loss: 0.0311819 | Time: 2670.93 ms
[2021-01-22 00:01:39 main:574] : INFO : Epoch 2011 | loss: 0.0311785 | val_loss: 0.0311836 | Time: 2609.03 ms
[2021-01-22 00:01:42 main:574] : INFO : Epoch 2012 | loss: 0.0311799 | val_loss: 0.0311817 | Time: 2642.15 ms
[2021-01-22 00:01:45 main:574] : INFO : Epoch 2013 | loss: 0.0311802 | val_loss: 0.0311803 | Time: 2610.84 ms
[2021-01-22 00:01:47 main:574] : INFO : Epoch 2014 | loss: 0.0311798 | val_loss: 0.0311799 | Time: 2652.67 ms
[2021-01-22 00:01:50 main:574] : INFO : Epoch 2015 | loss: 0.0311791 | val_loss: 0.031179 | Time: 2647.95 ms
[2021-01-22 00:01:53 main:574] : INFO : Epoch 2016 | loss: 0.0311782 | val_loss: 0.0311816 | Time: 2650.97 ms
[2021-01-22 00:01:55 main:574] : INFO : Epoch 2017 | loss: 0.0311789 | val_loss: 0.031179 | Time: 2573.29 ms
[2021-01-22 00:01:58 main:574] : INFO : Epoch 2018 | loss: 0.0311774 | val_loss: 0.0311797 | Time: 2658.78 ms
[2021-01-22 00:02:00 main:574] : INFO : Epoch 2019 | loss: 0.0311771 | val_loss: 0.0311796 | Time: 2542.68 ms
[2021-01-22 00:02:03 main:574] : INFO : Epoch 2020 | loss: 0.0311777 | val_loss: 0.0311834 | Time: 2559.99 ms
[2021-01-22 00:02:06 main:574] : INFO : Epoch 2021 | loss: 0.0311782 | val_loss: 0.0311805 | Time: 2544.37 ms
[2021-01-22 00:02:08 main:574] : INFO : Epoch 2022 | loss: 0.0311783 | val_loss: 0.0311837 | Time: 2526.42 ms
[2021-01-22 00:02:11 main:574] : INFO : Epoch 2023 | loss: 0.0311781 | val_loss: 0.0311827 | Time: 2577 ms
[2021-01-22 00:02:14 main:574] : INFO : Epoch 2024 | loss: 0.0311784 | val_loss: 0.031183 | Time: 2625.89 ms
[2021-01-22 00:02:16 main:574] : INFO : Epoch 2025 | loss: 0.0311788 | val_loss: 0.0311791 | Time: 2600.42 ms
[2021-01-22 00:02:19 main:574] : INFO : Epoch 2026 | loss: 0.0311771 | val_loss: 0.0311797 | Time: 2602.9 ms
[2021-01-22 00:02:21 main:574] : INFO : Epoch 2027 | loss: 0.031177 | val_loss: 0.0311808 | Time: 2510.3 ms
[2021-01-22 00:02:24 main:574] : INFO : Epoch 2028 | loss: 0.0311769 | val_loss: 0.0311811 | Time: 2561.62 ms
[2021-01-22 00:02:27 main:574] : INFO : Epoch 2029 | loss: 0.0311783 | val_loss: 0.0311797 | Time: 2591.29 ms
[2021-01-22 00:02:29 main:574] : INFO : Epoch 2030 | loss: 0.0311758 | val_loss: 0.0311801 | Time: 2613.82 ms
[2021-01-22 00:02:32 main:574] : INFO : Epoch 2031 | loss: 0.0311776 | val_loss: 0.0311811 | Time: 2506.56 ms
[2021-01-22 00:02:35 main:574] : INFO : Epoch 2032 | loss: 0.0311771 | val_loss: 0.0311807 | Time: 2558.23 ms
[2021-01-22 00:02:37 main:574] : INFO : Epoch 2033 | loss: 0.0311764 | val_loss: 0.0311818 | Time: 2527.17 ms
[2021-01-22 00:02:40 main:574] : INFO : Epoch 2034 | loss: 0.0311768 | val_loss: 0.0311843 | Time: 2538.44 ms
[2021-01-22 00:02:42 main:574] : INFO : Epoch 2035 | loss: 0.0311779 | val_loss: 0.0311821 | Time: 2592.08 ms
[2021-01-22 00:02:45 main:574] : INFO : Epoch 2036 | loss: 0.0311772 | val_loss: 0.0311827 | Time: 2553 ms
[2021-01-22 00:02:48 main:574] : INFO : Epoch 2037 | loss: 0.0311792 | val_loss: 0.0311847 | Time: 2563.55 ms
[2021-01-22 00:02:50 main:574] : INFO : Epoch 2038 | loss: 0.0311787 | val_loss: 0.0311867 | Time: 2581.01 ms
[2021-01-22 00:02:53 main:574] : INFO : Epoch 2039 | loss: 0.0311796 | val_loss: 0.0311813 | Time: 2565.07 ms
[2021-01-22 00:02:55 main:574] : INFO : Epoch 2040 | loss: 0.0311781 | val_loss: 0.0311888 | Time: 2554.31 ms
[2021-01-22 00:02:58 main:574] : INFO : Epoch 2041 | loss: 0.0311783 | val_loss: 0.0311819 | Time: 2473.58 ms
[2021-01-22 00:03:01 main:574] : INFO : Epoch 2042 | loss: 0.031178 | val_loss: 0.0311813 | Time: 2574.01 ms
[2021-01-22 00:03:03 main:574] : INFO : Epoch 2043 | loss: 0.0311769 | val_loss: 0.0311805 | Time: 2611.55 ms
[2021-01-22 00:03:06 main:574] : INFO : Epoch 2044 | loss: 0.0311777 | val_loss: 0.0311831 | Time: 2523.61 ms
[2021-01-22 00:03:08 main:574] : INFO : Epoch 2045 | loss: 0.0311782 | val_loss: 0.0311826 | Time: 2469.78 ms
[2021-01-22 00:03:11 main:574] : INFO : Epoch 2046 | loss: 0.0311775 | val_loss: 0.0311802 | Time: 2512.51 ms
[2021-01-22 00:03:13 main:574] : INFO : Epoch 2047 | loss: 0.0311784 | val_loss: 0.0311859 | Time: 2538.15 ms
[2021-01-22 00:03:16 main:574] : INFO : Epoch 2048 | loss: 0.0311771 | val_loss: 0.0311824 | Time: 2485.32 ms
[2021-01-22 00:03:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311824
[2021-01-22 00:03:16 main:603] : INFO : Saving end state to config to file
[2021-01-22 00:03:16 main:608] : INFO : Success, exiting..
00:03:16 (6172): 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)