Task 3760921
| Name | ParityModified-1609263697-937-7_0 |
| Workunit | 1936564 |
| Created | 22 Jan 2021, 4:08:00 UTC |
| Sent | 22 Jan 2021, 7:29:45 UTC |
| Report deadline | 29 Jan 2021, 7:29:45 UTC |
| Received | 22 Jan 2021, 12:25:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2876 |
| Run time | 1 hours 30 min 57 sec |
| CPU time | 1 hours 20 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,344.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 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: 0.0311807 | val_loss: 0.03118 | Time: 2583.28 ms
[2021-01-22 03:27:07 main:574] : INFO : Epoch 1543 | loss: 0.031182 | val_loss: 0.0311776 | Time: 2534.5 ms
[2021-01-22 03:27:10 main:574] : INFO : Epoch 1544 | loss: 0.0311816 | val_loss: 0.0311781 | Time: 2554.27 ms
[2021-01-22 03:27:12 main:574] : INFO : Epoch 1545 | loss: 0.0311805 | val_loss: 0.0311799 | Time: 2542.74 ms
[2021-01-22 03:27:15 main:574] : INFO : Epoch 1546 | loss: 0.031181 | val_loss: 0.0311799 | Time: 2627.4 ms
[2021-01-22 03:27:18 main:574] : INFO : Epoch 1547 | loss: 0.0311798 | val_loss: 0.0311794 | Time: 2609.45 ms
[2021-01-22 03:27:20 main:574] : INFO : Epoch 1548 | loss: 0.0311834 | val_loss: 0.0311783 | Time: 2538.86 ms
[2021-01-22 03:27:23 main:574] : INFO : Epoch 1549 | loss: 0.0311808 | val_loss: 0.031179 | Time: 2603.8 ms
[2021-01-22 03:27:26 main:574] : INFO : Epoch 1550 | loss: 0.0311835 | val_loss: 0.031181 | Time: 2566.71 ms
[2021-01-22 03:27:28 main:574] : INFO : Epoch 1551 | loss: 0.031184 | val_loss: 0.0311807 | Time: 2571.57 ms
[2021-01-22 03:27:31 main:574] : INFO : Epoch 1552 | loss: 0.0311829 | val_loss: 0.0311799 | Time: 2610.26 ms
[2021-01-22 03:27:34 main:574] : INFO : Epoch 1553 | loss: 0.0311817 | val_loss: 0.0311803 | Time: 2599.98 ms
[2021-01-22 03:27:37 main:574] : INFO : Epoch 1554 | loss: 0.0311811 | val_loss: 0.0311796 | Time: 2606.11 ms
[2021-01-22 03:27:39 main:574] : INFO : Epoch 1555 | loss: 0.031181 | val_loss: 0.0311792 | Time: 2618.31 ms
[2021-01-22 03:27:42 main:574] : INFO : Epoch 1556 | loss: 0.0311811 | val_loss: 0.0311794 | Time: 2574.05 ms
[2021-01-22 03:27:45 main:574] : INFO : Epoch 1557 | loss: 0.0311806 | val_loss: 0.0311797 | Time: 2592.07 ms
[2021-01-22 03:27:47 main:574] : INFO : Epoch 1558 | loss: 0.0311814 | val_loss: 0.0311811 | Time: 2526.56 ms
[2021-01-22 03:27:50 main:574] : INFO : Epoch 1559 | loss: 0.0311814 | val_loss: 0.0311802 | Time: 2528.49 ms
[2021-01-22 03:27:52 main:574] : INFO : Epoch 1560 | loss: 0.0311818 | val_loss: 0.0311794 | Time: 2590.86 ms
[2021-01-22 03:27:55 main:574] : INFO : Epoch 1561 | loss: 0.0311841 | val_loss: 0.0311826 | Time: 2628.63 ms
[2021-01-22 03:27:58 main:574] : INFO : Epoch 1562 | loss: 0.0311828 | val_loss: 0.0311795 | Time: 2591.05 ms
[2021-01-22 03:28:00 main:574] : INFO : Epoch 1563 | loss: 0.0311813 | val_loss: 0.0311856 | Time: 2645.32 ms
[2021-01-22 03:28:03 main:574] : INFO : Epoch 1564 | loss: 0.0311818 | val_loss: 0.0311801 | Time: 2652.84 ms
[2021-01-22 03:28:06 main:574] : INFO : Epoch 1565 | loss: 0.0311813 | val_loss: 0.0311778 | Time: 2528.05 ms
[2021-01-22 03:28:09 main:574] : INFO : Epoch 1566 | loss: 0.0311836 | val_loss: 0.0311786 | Time: 2639.65 ms
[2021-01-22 03:28:11 main:574] : INFO : Epoch 1567 | loss: 0.031182 | val_loss: 0.0311788 | Time: 2578.23 ms
[2021-01-22 03:28:14 main:574] : INFO : Epoch 1568 | loss: 0.0311809 | val_loss: 0.0311783 | Time: 2555.29 ms
[2021-01-22 03:28:17 main:574] : INFO : Epoch 1569 | loss: 0.0311801 | val_loss: 0.0311802 | Time: 2556.04 ms
[2021-01-22 03:28:19 main:574] : INFO : Epoch 1570 | loss: 0.0311807 | val_loss: 0.0311791 | Time: 2561.16 ms
[2021-01-22 03:28:22 main:574] : INFO : Epoch 1571 | loss: 0.0311816 | val_loss: 0.0311826 | Time: 2591.05 ms
[2021-01-22 03:28:25 main:574] : INFO : Epoch 1572 | loss: 0.031182 | val_loss: 0.0311796 | Time: 2571.91 ms
[2021-01-22 03:28:27 main:574] : INFO : Epoch 1573 | loss: 0.0311827 | val_loss: 0.0311822 | Time: 2540.24 ms
[2021-01-22 03:28:30 main:574] : INFO : Epoch 1574 | loss: 0.0311824 | val_loss: 0.031181 | Time: 2550.41 ms
[2021-01-22 03:28:33 main:574] : INFO : Epoch 1575 | loss: 0.0311819 | val_loss: 0.0311801 | Time: 2566.11 ms
[2021-01-22 03:28:35 main:574] : INFO : Epoch 1576 | loss: 0.0311822 | val_loss: 0.031181 | Time: 2572.53 ms
[2021-01-22 03:28:38 main:574] : INFO : Epoch 1577 | loss: 0.0311844 | val_loss: 0.0311881 | Time: 2649.99 ms
[2021-01-22 03:28:40 main:574] : INFO : Epoch 1578 | loss: 0.0311891 | val_loss: 0.031188 | Time: 2528.81 ms
[2021-01-22 03:28:43 main:574] : INFO : Epoch 1579 | loss: 0.0311827 | val_loss: 0.0311809 | Time: 2632.66 ms
[2021-01-22 03:28:46 main:574] : INFO : Epoch 1580 | loss: 0.0311826 | val_loss: 0.0311796 | Time: 2577.49 ms
[2021-01-22 03:28:49 main:574] : INFO : Epoch 1581 | loss: 0.0311818 | val_loss: 0.0311799 | Time: 2650.61 ms
[2021-01-22 03:28:51 main:574] : INFO : Epoch 1582 | loss: 0.031183 | val_loss: 0.0311809 | Time: 2576.5 ms
[2021-01-22 03:28:54 main:574] : INFO : Epoch 1583 | loss: 0.0311819 | val_loss: 0.0311799 | Time: 2610.78 ms
[2021-01-22 03:28:57 main:574] : INFO : Epoch 1584 | loss: 0.0311822 | val_loss: 0.0311917 | Time: 2530.52 ms
[2021-01-22 03:28:59 main:574] : INFO : Epoch 1585 | loss: 0.031184 | val_loss: 0.0311827 | Time: 2611.69 ms
[2021-01-22 03:29:02 main:574] : INFO : Epoch 1586 | loss: 0.0311812 | val_loss: 0.0311794 | Time: 2593.02 ms
[2021-01-22 03:29:05 main:574] : INFO : Epoch 1587 | loss: 0.0311821 | val_loss: 0.0311796 | Time: 2588.32 ms
[2021-01-22 03:29:07 main:574] : INFO : Epoch 1588 | loss: 0.0311849 | val_loss: 0.0311803 | Time: 2538.11 ms
[2021-01-22 03:29:10 main:574] : INFO : Epoch 1589 | loss: 0.0311835 | val_loss: 0.0311794 | Time: 2588.96 ms
[2021-01-22 03:29:13 main:574] : INFO : Epoch 1590 | loss: 0.0311819 | val_loss: 0.0311804 | Time: 2595.54 ms
[2021-01-22 03:29:15 main:574] : INFO : Epoch 1591 | loss: 0.031181 | val_loss: 0.0311795 | Time: 2635.13 ms
[2021-01-22 03:29:18 main:574] : INFO : Epoch 1592 | loss: 0.0311825 | val_loss: 0.031182 | Time: 2590.24 ms
[2021-01-22 03:29:21 main:574] : INFO : Epoch 1593 | loss: 0.0311817 | val_loss: 0.0311807 | Time: 2541.42 ms
[2021-01-22 03:29:23 main:574] : INFO : Epoch 1594 | loss: 0.0311822 | val_loss: 0.0311807 | Time: 2528.13 ms
[2021-01-22 03:29:26 main:574] : INFO : Epoch 1595 | loss: 0.0311827 | val_loss: 0.0311908 | Time: 2611.83 ms
[2021-01-22 03:29:29 main:574] : INFO : Epoch 1596 | loss: 0.0311889 | val_loss: 0.0311814 | Time: 2577.21 ms
[2021-01-22 03:29:32 main:574] : INFO : Epoch 1597 | loss: 0.0311843 | val_loss: 0.0311829 | Time: 2628.17 ms
[2021-01-22 03:29:34 main:574] : INFO : Epoch 1598 | loss: 0.0311824 | val_loss: 0.0311816 | Time: 2608.81 ms
[2021-01-22 03:29:37 main:574] : INFO : Epoch 1599 | loss: 0.0311849 | val_loss: 0.0311884 | Time: 2530.82 ms
[2021-01-22 03:29:40 main:574] : INFO : Epoch 1600 | loss: 0.0311857 | val_loss: 0.0311856 | Time: 2533.75 ms
[2021-01-22 03:29:42 main:574] : INFO : Epoch 1601 | loss: 0.0311812 | val_loss: 0.0311808 | Time: 2522.73 ms
[2021-01-22 03:29:45 main:574] : INFO : Epoch 1602 | loss: 0.0311818 | val_loss: 0.0311813 | Time: 2611.86 ms
[2021-01-22 03:29:48 main:574] : INFO : Epoch 1603 | loss: 0.0311802 | val_loss: 0.0311805 | Time: 2600.05 ms
[2021-01-22 03:29:50 main:574] : INFO : Epoch 1604 | loss: 0.0311824 | val_loss: 0.0311812 | Time: 2598.32 ms
[2021-01-22 03:29:53 main:574] : INFO : Epoch 1605 | loss: 0.0311822 | val_loss: 0.0311788 | Time: 2540.24 ms
[2021-01-22 03:29:56 main:574] : INFO : Epoch 1606 | loss: 0.0311803 | val_loss: 0.0311814 | Time: 2605.18 ms
[2021-01-22 03:29:58 main:574] : INFO : Epoch 1607 | loss: 0.0311798 | val_loss: 0.0311791 | Time: 2576.5 ms
[2021-01-22 03:30:01 main:574] : INFO : Epoch 1608 | loss: 0.031181 | val_loss: 0.0311799 | Time: 2636.65 ms
[2021-01-22 03:30:04 main:574] : INFO : Epoch 1609 | loss: 0.0311828 | val_loss: 0.0311813 | Time: 2659.46 ms
[2021-01-22 03:30:06 main:574] : INFO : Epoch 1610 | loss: 0.0311821 | val_loss: 0.0311795 | Time: 2536.2 ms
[2021-01-22 03:30:09 main:574] : INFO : Epoch 1611 | loss: 0.0311814 | val_loss: 0.0311791 | Time: 2532.32 ms
[2021-01-22 03:30:12 main:574] : INFO : Epoch 1612 | loss: 0.0311819 | val_loss: 0.0311795 | Time: 2658.55 ms
[2021-01-22 03:30:15 main:574] : INFO : Epoch 1613 | loss: 0.0311823 | val_loss: 0.0311811 | Time: 2681.46 ms
[2021-01-22 03:30:17 main:574] : INFO : Epoch 1614 | loss: 0.0311798 | val_loss: 0.0311784 | Time: 2552.57 ms
[2021-01-22 03:30:20 main:574] : INFO : Epoch 1615 | loss: 0.0311811 | val_loss: 0.0311787 | Time: 2602.94 ms
[2021-01-22 03:30:23 main:574] : INFO : Epoch 1616 | loss: 0.0311795 | val_loss: 0.0311787 | Time: 2662.09 ms
[2021-01-22 03:30:25 main:574] : INFO : Epoch 1617 | loss: 0.0311789 | val_loss: 0.031178 | Time: 2539.23 ms
[2021-01-22 03:30:28 main:574] : INFO : Epoch 1618 | loss: 0.0311796 | val_loss: 0.0311778 | Time: 2634.53 ms
[2021-01-22 03:30:31 main:574] : INFO : Epoch 1619 | loss: 0.0311796 | val_loss: 0.0311787 | Time: 2641.09 ms
[2021-01-22 03:30:33 main:574] : INFO : Epoch 1620 | loss: 0.0311808 | val_loss: 0.0311754 | Time: 2598.3 ms
[2021-01-22 03:30:36 main:574] : INFO : Epoch 1621 | loss: 0.0311783 | val_loss: 0.0311756 | Time: 2596.11 ms
[2021-01-22 03:30:39 main:574] : INFO : Epoch 1622 | loss: 0.0311783 | val_loss: 0.0311748 | Time: 2648.48 ms
[2021-01-22 03:30:41 main:574] : INFO : Epoch 1623 | loss: 0.0311796 | val_loss: 0.0311758 | Time: 2598.74 ms
[2021-01-22 03:30:44 main:574] : INFO : Epoch 1624 | loss: 0.031182 | val_loss: 0.0311755 | Time: 2532.29 ms
[2021-01-22 03:30:47 main:574] : INFO : Epoch 1625 | loss: 0.0311816 | val_loss: 0.031177 | Time: 2614.44 ms
[2021-01-22 03:30:49 main:574] : INFO : Epoch 1626 | loss: 0.0311779 | val_loss: 0.0311749 | Time: 2572.83 ms
[2021-01-22 03:30:52 main:574] : INFO : Epoch 1627 | loss: 0.0311783 | val_loss: 0.0311767 | Time: 2609.18 ms
[2021-01-22 03:30:55 main:574] : INFO : Epoch 1628 | loss: 0.0311815 | val_loss: 0.0311839 | Time: 2544.21 ms
[2021-01-22 03:30:57 main:574] : INFO : Epoch 1629 | loss: 0.0311819 | val_loss: 0.0311779 | Time: 2626.11 ms
[2021-01-22 03:31:00 main:574] : INFO : Epoch 1630 | loss: 0.0311792 | val_loss: 0.0311772 | Time: 2622.64 ms
[2021-01-22 03:31:03 main:574] : INFO : Epoch 1631 | loss: 0.031181 | val_loss: 0.0311785 | Time: 2532.48 ms
[2021-01-22 03:31:05 main:574] : INFO : Epoch 1632 | loss: 0.0311797 | val_loss: 0.0311779 | Time: 2540.99 ms
[2021-01-22 03:31:08 main:574] : INFO : Epoch 1633 | loss: 0.0311809 | val_loss: 0.0311772 | Time: 2550.07 ms
[2021-01-22 03:31:11 main:574] : INFO : Epoch 1634 | loss: 0.0311879 | val_loss: 0.0311909 | Time: 2553.16 ms
[2021-01-22 03:31:13 main:574] : INFO : Epoch 1635 | loss: 0.0311861 | val_loss: 0.0311836 | Time: 2610.6 ms
[2021-01-22 03:31:16 main:574] : INFO : Epoch 1636 | loss: 0.0311846 | val_loss: 0.0311782 | Time: 2603.18 ms
[2021-01-22 03:31:19 main:574] : INFO : Epoch 1637 | loss: 0.0311806 | val_loss: 0.0311798 | Time: 2525.82 ms
[2021-01-22 03:31:21 main:574] : INFO : Epoch 1638 | loss: 0.0311833 | val_loss: 0.03118 | Time: 2534.43 ms
[2021-01-22 03:31:24 main:574] : INFO : Epoch 1639 | loss: 0.0311822 | val_loss: 0.0311759 | Time: 2593.01 ms
[2021-01-22 03:31:27 main:574] : INFO : Epoch 1640 | loss: 0.0311824 | val_loss: 0.0311774 | Time: 2587.85 ms
[2021-01-22 03:31:29 main:574] : INFO : Epoch 1641 | loss: 0.031183 | val_loss: 0.0311789 | Time: 2619.37 ms
[2021-01-22 03:31:32 main:574] : INFO : Epoch 1642 | loss: 0.0311801 | val_loss: 0.0311763 | Time: 2603.49 ms
[2021-01-22 03:31:35 main:574] : INFO : Epoch 1643 | loss: 0.0311793 | val_loss: 0.0311784 | Time: 2586.69 ms
[2021-01-22 03:31:37 main:574] : INFO : Epoch 1644 | loss: 0.0311826 | val_loss: 0.0311793 | Time: 2528 ms
[2021-01-22 03:31:40 main:574] : INFO : Epoch 1645 | loss: 0.0311795 | val_loss: 0.0311779 | Time: 2576.27 ms
[2021-01-22 03:31:43 main:574] : INFO : Epoch 1646 | loss: 0.0311791 | val_loss: 0.0311756 | Time: 2542.9 ms
[2021-01-22 03:31:45 main:574] : INFO : Epoch 1647 | loss: 0.0311792 | val_loss: 0.0311767 | Time: 2572.58 ms
[2021-01-22 03:31:48 main:574] : INFO : Epoch 1648 | loss: 0.0311789 | val_loss: 0.0311782 | Time: 2562.28 ms
[2021-01-22 03:31:51 main:574] : INFO : Epoch 1649 | loss: 0.0311798 | val_loss: 0.031177 | Time: 2619.61 ms
[2021-01-22 03:31:53 main:574] : INFO : Epoch 1650 | loss: 0.0311788 | val_loss: 0.0311763 | Time: 2543.48 ms
[2021-01-22 03:31:56 main:574] : INFO : Epoch 1651 | loss: 0.0311795 | val_loss: 0.0311772 | Time: 2596.07 ms
[2021-01-22 03:31:59 main:574] : INFO : Epoch 1652 | loss: 0.0311797 | val_loss: 0.0311778 | Time: 2534.56 ms
[2021-01-22 03:32:01 main:574] : INFO : Epoch 1653 | loss: 0.0311788 | val_loss: 0.0311748 | Time: 2613.25 ms
[2021-01-22 03:32:04 main:574] : INFO : Epoch 1654 | loss: 0.0311777 | val_loss: 0.0311754 | Time: 2540.32 ms
[2021-01-22 03:32:07 main:574] : INFO : Epoch 1655 | loss: 0.03118 | val_loss: 0.0311796 | Time: 2574.17 ms
[2021-01-22 03:32:09 main:574] : INFO : Epoch 1656 | loss: 0.031179 | val_loss: 0.0311767 | Time: 2613.8 ms
[2021-01-22 03:32:12 main:574] : INFO : Epoch 1657 | loss: 0.0311791 | val_loss: 0.0311755 | Time: 2526.54 ms
[2021-01-22 03:32:15 main:574] : INFO : Epoch 1658 | loss: 0.0311779 | val_loss: 0.0311752 | Time: 2535.81 ms
[2021-01-22 03:32:17 main:574] : INFO : Epoch 1659 | loss: 0.0311777 | val_loss: 0.0311796 | Time: 2581.64 ms
[2021-01-22 03:32:20 main:574] : INFO : Epoch 1660 | loss: 0.0311786 | val_loss: 0.0311762 | Time: 2538.2 ms
[2021-01-22 03:32:23 main:574] : INFO : Epoch 1661 | loss: 0.0311795 | val_loss: 0.0311766 | Time: 2638.4 ms
[2021-01-22 03:32:25 main:574] : INFO : Epoch 1662 | loss: 0.0311787 | val_loss: 0.0311762 | Time: 2529.69 ms
[2021-01-22 03:32:28 main:574] : INFO : Epoch 1663 | loss: 0.031179 | val_loss: 0.0311807 | Time: 2544.7 ms
[2021-01-22 03:32:31 main:574] : INFO : Epoch 1664 | loss: 0.0311794 | val_loss: 0.0311769 | Time: 2659.96 ms
[2021-01-22 03:32:33 main:574] : INFO : Epoch 1665 | loss: 0.0311813 | val_loss: 0.0311806 | Time: 2572.69 ms
[2021-01-22 03:32:36 main:574] : INFO : Epoch 1666 | loss: 0.0311847 | val_loss: 0.0311794 | Time: 2634.22 ms
[2021-01-22 03:32:39 main:574] : INFO : Epoch 1667 | loss: 0.0311807 | val_loss: 0.0311777 | Time: 2538.9 ms
[2021-01-22 03:32:41 main:574] : INFO : Epoch 1668 | loss: 0.0311794 | val_loss: 0.0311775 | Time: 2561.11 ms
[2021-01-22 03:32:44 main:574] : INFO : Epoch 1669 | loss: 0.0311783 | val_loss: 0.0311795 | Time: 2606.33 ms
[2021-01-22 03:32:47 main:574] : INFO : Epoch 1670 | loss: 0.0311797 | val_loss: 0.0311769 | Time: 2559.41 ms
[2021-01-22 03:32:49 main:574] : INFO : Epoch 1671 | loss: 0.0311828 | val_loss: 0.0312113 | Time: 2526.63 ms
[2021-01-22 03:32:52 main:574] : INFO : Epoch 1672 | loss: 0.031214 | val_loss: 0.0312116 | Time: 2533.75 ms
[2021-01-22 03:32:55 main:574] : INFO : Epoch 1673 | loss: 0.0312147 | val_loss: 0.0312159 | Time: 2535.81 ms
[2021-01-22 03:32:57 main:574] : INFO : Epoch 1674 | loss: 0.0312137 | val_loss: 0.031213 | Time: 2550.97 ms
[2021-01-22 03:33:00 main:574] : INFO : Epoch 1675 | loss: 0.031217 | val_loss: 0.0312159 | Time: 2533.29 ms
[2021-01-22 03:33:02 main:574] : INFO : Epoch 1676 | loss: 0.0312148 | val_loss: 0.0312182 | Time: 2548.1 ms
[2021-01-22 03:33:05 main:574] : INFO : Epoch 1677 | loss: 0.0312132 | val_loss: 0.031213 | Time: 2535.35 ms
[2021-01-22 03:33:08 main:574] : INFO : Epoch 1678 | loss: 0.0312122 | val_loss: 0.0312111 | Time: 2607.39 ms
[2021-01-22 03:33:10 main:574] : INFO : Epoch 1679 | loss: 0.0312112 | val_loss: 0.0312117 | Time: 2615.71 ms
[2021-01-22 03:33:13 main:574] : INFO : Epoch 1680 | loss: 0.0312111 | val_loss: 0.0312119 | Time: 2614.71 ms
[2021-01-22 03:33:16 main:574] : INFO : Epoch 1681 | loss: 0.031212 | val_loss: 0.0312148 | Time: 2554.32 ms
[2021-01-22 03:33:18 main:574] : INFO : Epoch 1682 | loss: 0.0312128 | val_loss: 0.0312169 | Time: 2599.65 ms
[2021-01-22 03:33:21 main:574] : INFO : Epoch 1683 | loss: 0.0312147 | val_loss: 0.0312156 | Time: 2615.2 ms
[2021-01-22 03:33:24 main:574] : INFO : Epoch 1684 | loss: 0.0312147 | val_loss: 0.031214 | Time: 2596.7 ms
[2021-01-22 03:33:27 main:574] : INFO : Epoch 1685 | loss: 0.0312153 | val_loss: 0.0312144 | Time: 2578.43 ms
[2021-01-22 03:33:29 main:574] : INFO : Epoch 1686 | loss: 0.0312155 | val_loss: 0.0312166 | Time: 2601.31 ms
[2021-01-22 03:33:32 main:574] : INFO : Epoch 1687 | loss: 0.0312155 | val_loss: 0.0312141 | Time: 2584.66 ms
[2021-01-22 03:33:35 main:574] : INFO : Epoch 1688 | loss: 0.0312153 | val_loss: 0.0312151 | Time: 2606.48 ms
[2021-01-22 03:33:37 main:574] : INFO : Epoch 1689 | loss: 0.0312158 | val_loss: 0.0312141 | Time: 2548.45 ms
[2021-01-22 03:33:40 main:574] : INFO : Epoch 1690 | loss: 0.0312156 | val_loss: 0.0312148 | Time: 2614.86 ms
[2021-01-22 03:33:43 main:574] : INFO : Epoch 1691 | loss: 0.0312172 | val_loss: 0.0312134 | Time: 2547.27 ms
[2021-01-22 03:33:45 main:574] : INFO : Epoch 1692 | loss: 0.0312164 | val_loss: 0.0312155 | Time: 2544.47 ms
[2021-01-22 03:33:48 main:574] : INFO : Epoch 1693 | loss: 0.0312171 | val_loss: 0.0312177 | Time: 2561.87 ms
[2021-01-22 03:33:50 main:574] : INFO : Epoch 1694 | loss: 0.031217 | val_loss: 0.0312136 | Time: 2607.98 ms
[2021-01-22 03:33:53 main:574] : INFO : Epoch 1695 | loss: 0.031216 | val_loss: 0.0312148 | Time: 2624.97 ms
[2021-01-22 03:33:56 main:574] : INFO : Epoch 1696 | loss: 0.0312152 | val_loss: 0.031215 | Time: 2613.31 ms
[2021-01-22 03:33:59 main:574] : INFO : Epoch 1697 | loss: 0.031216 | val_loss: 0.0312134 | Time: 2569.45 ms
[2021-01-22 03:34:01 main:574] : INFO : Epoch 1698 | loss: 0.031217 | val_loss: 0.031213 | Time: 2625.22 ms
[2021-01-22 03:34:04 main:574] : INFO : Epoch 1699 | loss: 0.0312166 | val_loss: 0.0312146 | Time: 2563.37 ms
[2021-01-22 03:34:07 main:574] : INFO : Epoch 1700 | loss: 0.0312152 | val_loss: 0.0312163 | Time: 2623.52 ms
[2021-01-22 03:34:09 main:574] : INFO : Epoch 1701 | loss: 0.0312147 | val_loss: 0.0312134 | Time: 2552.48 ms
[2021-01-22 03:34:12 main:574] : INFO : Epoch 1702 | loss: 0.031214 | val_loss: 0.0312165 | Time: 2623.82 ms
[2021-01-22 03:34:15 main:574] : INFO : Epoch 1703 | loss: 0.0312145 | val_loss: 0.0312131 | Time: 2669.57 ms
[2021-01-22 03:34:18 main:574] : INFO : Epoch 1704 | loss: 0.0312134 | val_loss: 0.0312133 | Time: 2577.86 ms
[2021-01-22 03:34:20 main:574] : INFO : Epoch 1705 | loss: 0.0312132 | val_loss: 0.0312127 | Time: 2531.29 ms
[2021-01-22 03:34:23 main:574] : INFO : Epoch 1706 | loss: 0.0312132 | val_loss: 0.031213 | Time: 2530.57 ms
[2021-01-22 03:34:25 main:574] : INFO : Epoch 1707 | loss: 0.0312143 | val_loss: 0.0312127 | Time: 2559.9 ms
[2021-01-22 03:34:28 main:574] : INFO : Epoch 1708 | loss: 0.0312137 | val_loss: 0.0312134 | Time: 2530.22 ms
[2021-01-22 03:34:31 main:574] : INFO : Epoch 1709 | loss: 0.0312144 | val_loss: 0.0312159 | Time: 2625.17 ms
[2021-01-22 03:34:33 main:574] : INFO : Epoch 1710 | loss: 0.0312166 | val_loss: 0.0312168 | Time: 2596.12 ms
[2021-01-22 03:34:36 main:574] : INFO : Epoch 1711 | loss: 0.0312171 | val_loss: 0.0312131 | Time: 2576.2 ms
[2021-01-22 03:34:39 main:574] : INFO : Epoch 1712 | loss: 0.031216 | val_loss: 0.0312132 | Time: 2532.5 ms
[2021-01-22 03:34:41 main:574] : INFO : Epoch 1713 | loss: 0.0312147 | val_loss: 0.031213 | Time: 2657.13 ms
[2021-01-22 03:34:44 main:574] : INFO : Epoch 1714 | loss: 0.0312159 | val_loss: 0.0312137 | Time: 2612.31 ms
[2021-01-22 03:34:47 main:574] : INFO : Epoch 1715 | loss: 0.0312172 | val_loss: 0.0312164 | Time: 2635.13 ms
[2021-01-22 03:34:49 main:574] : INFO : Epoch 1716 | loss: 0.0312166 | val_loss: 0.0312196 | Time: 2530.7 ms
[2021-01-22 03:34:52 main:574] : INFO : Epoch 1717 | loss: 0.0312144 | val_loss: 0.0312134 | Time: 2603.47 ms
[2021-01-22 03:34:55 main:574] : INFO : Epoch 1718 | loss: 0.0312135 | val_loss: 0.0312169 | Time: 2578.73 ms
[2021-01-22 03:34:57 main:574] : INFO : Epoch 1719 | loss: 0.0312141 | val_loss: 0.0312122 | Time: 2619.08 ms
[2021-01-22 03:35:00 main:574] : INFO : Epoch 1720 | loss: 0.0312141 | val_loss: 0.0312128 | Time: 2571.22 ms
[2021-01-22 03:35:03 main:574] : INFO : Epoch 1721 | loss: 0.0312142 | val_loss: 0.0312131 | Time: 2592.63 ms
[2021-01-22 03:35:05 main:574] : INFO : Epoch 1722 | loss: 0.0312138 | val_loss: 0.0312165 | Time: 2601.66 ms
[2021-01-22 03:35:08 main:574] : INFO : Epoch 1723 | loss: 0.0312161 | val_loss: 0.0312188 | Time: 2577.46 ms
[2021-01-22 03:35:11 main:574] : INFO : Epoch 1724 | loss: 0.0312153 | val_loss: 0.031213 | Time: 2529.15 ms
[2021-01-22 03:35:13 main:574] : INFO : Epoch 1725 | loss: 0.0312153 | val_loss: 0.0312146 | Time: 2618.5 ms
[2021-01-22 03:35:16 main:574] : INFO : Epoch 1726 | loss: 0.0312158 | val_loss: 0.0312147 | Time: 2560.55 ms
[2021-01-22 03:35:19 main:574] : INFO : Epoch 1727 | loss: 0.0312144 | val_loss: 0.0312131 | Time: 2624.61 ms
[2021-01-22 03:35:22 main:574] : INFO : Epoch 1728 | loss: 0.0312145 | val_loss: 0.0312129 | Time: 2612.06 ms
[2021-01-22 03:35:24 main:574] : INFO : Epoch 1729 | loss: 0.0312133 | val_loss: 0.031214 | Time: 2562.85 ms
[2021-01-22 03:35:27 main:574] : INFO : Epoch 1730 | loss: 0.0312137 | val_loss: 0.0312123 | Time: 2563.2 ms
[2021-01-22 03:35:30 main:574] : INFO : Epoch 1731 | loss: 0.0312145 | val_loss: 0.0312131 | Time: 2552.88 ms
[2021-01-22 03:35:32 main:574] : INFO : Epoch 1732 | loss: 0.0312137 | val_loss: 0.0312133 | Time: 2550.23 ms
[2021-01-22 03:35:35 main:574] : INFO : Epoch 1733 | loss: 0.0312151 | val_loss: 0.0312148 | Time: 2614.47 ms
[2021-01-22 03:35:38 main:574] : INFO : Epoch 1734 | loss: 0.0312126 | val_loss: 0.0312121 | Time: 2533.54 ms
[2021-01-22 03:35:40 main:574] : INFO : Epoch 1735 | loss: 0.0312128 | val_loss: 0.0312124 | Time: 2569.5 ms
[2021-01-22 03:35:43 main:574] : INFO : Epoch 1736 | loss: 0.0312126 | val_loss: 0.031213 | Time: 2567.99 ms
[2021-01-22 03:35:46 main:574] : INFO : Epoch 1737 | loss: 0.0312127 | val_loss: 0.0312138 | Time: 2558.73 ms
[2021-01-22 03:35:48 main:574] : INFO : Epoch 1738 | loss: 0.0312139 | val_loss: 0.0312123 | Time: 2606.94 ms
[2021-01-22 03:35:51 main:574] : INFO : Epoch 1739 | loss: 0.0312136 | val_loss: 0.0312203 | Time: 2592.79 ms
[2021-01-22 03:35:54 main:574] : INFO : Epoch 1740 | loss: 0.0312143 | val_loss: 0.0312129 | Time: 2540.84 ms
[2021-01-22 03:35:56 main:574] : INFO : Epoch 1741 | loss: 0.0312123 | val_loss: 0.031215 | Time: 2635.77 ms
[2021-01-22 03:35:59 main:574] : INFO : Epoch 1742 | loss: 0.0312131 | val_loss: 0.0312162 | Time: 2667.25 ms
[2021-01-22 03:36:02 main:574] : INFO : Epoch 1743 | loss: 0.0312143 | val_loss: 0.0312147 | Time: 2590.4 ms
[2021-01-22 03:36:05 main:574] : INFO : Epoch 1744 | loss: 0.0312148 | val_loss: 0.0312132 | Time: 2625.48 ms
[2021-01-22 03:36:07 main:574] : INFO : Epoch 1745 | loss: 0.031214 | val_loss: 0.0312139 | Time: 2571.69 ms
[2021-01-22 03:36:10 main:574] : INFO : Epoch 1746 | loss: 0.0312164 | val_loss: 0.031213 | Time: 2644.3 ms
[2021-01-22 03:36:13 main:574] : INFO : Epoch 1747 | loss: 0.031213 | val_loss: 0.0312147 | Time: 2578.89 ms
[2021-01-22 03:36:15 main:574] : INFO : Epoch 1748 | loss: 0.0312128 | val_loss: 0.0312129 | Time: 2622.04 ms
[2021-01-22 03:36:18 main:574] : INFO : Epoch 1749 | loss: 0.0312157 | val_loss: 0.0312168 | Time: 2661.91 ms
[2021-01-22 03:36:21 main:574] : INFO : Epoch 1750 | loss: 0.0312148 | val_loss: 0.0312162 | Time: 2619.76 ms
[2021-01-22 03:36:23 main:574] : INFO : Epoch 1751 | loss: 0.0312147 | val_loss: 0.0312148 | Time: 2554.6 ms
[2021-01-22 03:36:26 main:574] : INFO : Epoch 1752 | loss: 0.0312127 | val_loss: 0.0312129 | Time: 2658.55 ms
[2021-01-22 03:36:29 main:574] : INFO : Epoch 1753 | loss: 0.0312144 | val_loss: 0.0312195 | Time: 2600.14 ms
[2021-01-22 03:36:32 main:574] : INFO : Epoch 1754 | loss: 0.0312172 | val_loss: 0.0312167 | Time: 2634.7 ms
[2021-01-22 03:36:34 main:574] : INFO : Epoch 1755 | loss: 0.0312165 | val_loss: 0.0312161 | Time: 2609.2 ms
[2021-01-22 03:36:37 main:574] : INFO : Epoch 1756 | loss: 0.0312138 | val_loss: 0.0312129 | Time: 2624.04 ms
[2021-01-22 03:36:40 main:574] : INFO : Epoch 1757 | loss: 0.0312117 | val_loss: 0.0312121 | Time: 2592.85 ms
[2021-01-22 03:36:42 main:574] : INFO : Epoch 1758 | loss: 0.0312123 | val_loss: 0.0312133 | Time: 2608.93 ms
[2021-01-22 03:36:45 main:574] : INFO : Epoch 1759 | loss: 0.0312124 | val_loss: 0.0312142 | Time: 2564.51 ms
[2021-01-22 03:36:48 main:574] : INFO : Epoch 1760 | loss: 0.0312129 | val_loss: 0.0312135 | Time: 2554.35 ms
[2021-01-22 03:36:50 main:574] : INFO : Epoch 1761 | loss: 0.0312129 | val_loss: 0.0312119 | Time: 2561.13 ms
[2021-01-22 03:36:53 main:574] : INFO : Epoch 1762 | loss: 0.0312134 | val_loss: 0.0312186 | Time: 2623.89 ms
[2021-01-22 03:36:56 main:574] : INFO : Epoch 1763 | loss: 0.0312142 | val_loss: 0.0312138 | Time: 2561.32 ms
[2021-01-22 03:36:58 main:574] : INFO : Epoch 1764 | loss: 0.0312129 | val_loss: 0.0312161 | Time: 2527.67 ms
[2021-01-22 03:37:01 main:574] : INFO : Epoch 1765 | loss: 0.0312137 | val_loss: 0.0312161 | Time: 2563.95 ms
[2021-01-22 03:37:04 main:574] : INFO : Epoch 1766 | loss: 0.031214 | val_loss: 0.0312159 | Time: 2532.89 ms
[2021-01-22 03:37:06 main:574] : INFO : Epoch 1767 | loss: 0.0312139 | val_loss: 0.0312142 | Time: 2538.77 ms
[2021-01-22 03:37:09 main:574] : INFO : Epoch 1768 | loss: 0.0312146 | val_loss: 0.0312186 | Time: 2573.09 ms
[2021-01-22 03:37:11 main:574] : INFO : Epoch 1769 | loss: 0.0312153 | val_loss: 0.0312141 | Time: 2530.59 ms
[2021-01-22 03:37:14 main:574] : INFO : Epoch 1770 | loss: 0.0312152 | val_loss: 0.0312198 | Time: 2550.37 ms
[2021-01-22 03:37:17 main:574] : INFO : Epoch 1771 | loss: 0.0312147 | val_loss: 0.031218 | Time: 2590.93 ms
[2021-01-22 03:37:19 main:574] : INFO : Epoch 1772 | loss: 0.0312133 | val_loss: 0.0312138 | Time: 2604.99 ms
[2021-01-22 03:37:22 main:574] : INFO : Epoch 1773 | loss: 0.031213 | val_loss: 0.0312136 | Time: 2602.39 ms
[2021-01-22 03:37:25 main:574] : INFO : Epoch 1774 | loss: 0.0312137 | val_loss: 0.0312178 | Time: 2584.84 ms
[2021-01-22 03:37:28 main:574] : INFO : Epoch 1775 | loss: 0.0312135 | val_loss: 0.0312136 | Time: 2583.21 ms
[2021-01-22 03:37:30 main:574] : INFO : Epoch 1776 | loss: 0.0312146 | val_loss: 0.0312165 | Time: 2594.59 ms
[2021-01-22 03:37:33 main:574] : INFO : Epoch 1777 | loss: 0.0312137 | val_loss: 0.0312143 | Time: 2599.7 ms
[2021-01-22 03:37:36 main:574] : INFO : Epoch 1778 | loss: 0.0312128 | val_loss: 0.0312164 | Time: 2592.31 ms
[2021-01-22 03:37:38 main:574] : INFO : Epoch 1779 | loss: 0.0312132 | val_loss: 0.0312127 | Time: 2528.9 ms
[2021-01-22 03:37:41 main:574] : INFO : Epoch 1780 | loss: 0.0312132 | val_loss: 0.0312166 | Time: 2557.28 ms
[2021-01-22 03:37:44 main:574] : INFO : Epoch 1781 | loss: 0.0312125 | val_loss: 0.0312156 | Time: 2531.62 ms
[2021-01-22 03:37:46 main:574] : INFO : Epoch 1782 | loss: 0.0312142 | val_loss: 0.0312183 | Time: 2582.57 ms
[2021-01-22 03:37:49 main:574] : INFO : Epoch 1783 | loss: 0.0312133 | val_loss: 0.0312157 | Time: 2622.21 ms
[2021-01-22 03:37:52 main:574] : INFO : Epoch 1784 | loss: 0.0312105 | val_loss: 0.031207 | Time: 2643.34 ms
[2021-01-22 03:37:54 main:574] : INFO : Epoch 1785 | loss: 0.0312078 | val_loss: 0.0312073 | Time: 2567.27 ms
[2021-01-22 03:37:57 main:574] : INFO : Epoch 1786 | loss: 0.0312038 | val_loss: 0.0312129 | Time: 2623.86 ms
[2021-01-22 03:38:00 main:574] : INFO : Epoch 1787 | loss: 0.0312036 | val_loss: 0.0312059 | Time: 2589.06 ms
[2021-01-22 03:38:02 main:574] : INFO : Epoch 1788 | loss: 0.0312027 | val_loss: 0.0312077 | Time: 2615.46 ms
[2021-01-22 03:38:05 main:574] : INFO : Epoch 1789 | loss: 0.0312025 | val_loss: 0.0312062 | Time: 2575.16 ms
[2021-01-22 03:38:08 main:574] : INFO : Epoch 1790 | loss: 0.0312028 | val_loss: 0.0312149 | Time: 2562.36 ms
[2021-01-22 03:38:10 main:574] : INFO : Epoch 1791 | loss: 0.0312091 | val_loss: 0.0312075 | Time: 2554.47 ms
[2021-01-22 03:38:13 main:574] : INFO : Epoch 1792 | loss: 0.0312033 | val_loss: 0.0312073 | Time: 2527.33 ms
[2021-01-22 03:38:16 main:574] : INFO : Epoch 1793 | loss: 0.0312037 | val_loss: 0.0312056 | Time: 2620.02 ms
[2021-01-22 03:38:18 main:574] : INFO : Epoch 1794 | loss: 0.0312027 | val_loss: 0.0312055 | Time: 2542.47 ms
[2021-01-22 03:38:21 main:574] : INFO : Epoch 1795 | loss: 0.0312052 | val_loss: 0.0312092 | Time: 2602.86 ms
[2021-01-22 03:38:24 main:574] : INFO : Epoch 1796 | loss: 0.0312051 | val_loss: 0.0312069 | Time: 2578.66 ms
[2021-01-22 03:38:26 main:574] : INFO : Epoch 1797 | loss: 0.031203 | val_loss: 0.0312072 | Time: 2671.21 ms
[2021-01-22 03:38:29 main:574] : INFO : Epoch 1798 | loss: 0.0312034 | val_loss: 0.0312061 | Time: 2533.57 ms
[2021-01-22 03:38:32 main:574] : INFO : Epoch 1799 | loss: 0.0312032 | val_loss: 0.031204 | Time: 2603.96 ms
[2021-01-22 03:38:34 main:574] : INFO : Epoch 1800 | loss: 0.0312032 | val_loss: 0.0312045 | Time: 2652.12 ms
[2021-01-22 03:38:37 main:574] : INFO : Epoch 1801 | loss: 0.0312045 | val_loss: 0.0312068 | Time: 2630.52 ms
[2021-01-22 03:38:40 main:574] : INFO : Epoch 1802 | loss: 0.0312038 | val_loss: 0.0312044 | Time: 2530.75 ms
[2021-01-22 03:38:42 main:574] : INFO : Epoch 1803 | loss: 0.0312046 | val_loss: 0.0312043 | Time: 2525.53 ms
[2021-01-22 03:38:45 main:574] : INFO : Epoch 1804 | loss: 0.031204 | val_loss: 0.0312052 | Time: 2571.7 ms
[2021-01-22 03:38:48 main:574] : INFO : Epoch 1805 | loss: 0.0312036 | val_loss: 0.031211 | Time: 2551.73 ms
[2021-01-22 03:38:50 main:574] : INFO : Epoch 1806 | loss: 0.0312039 | val_loss: 0.0312087 | Time: 2579.15 ms
[2021-01-22 03:38:53 main:574] : INFO : Epoch 1807 | loss: 0.0312017 | val_loss: 0.0312058 | Time: 2614.37 ms
[2021-01-22 03:38:56 main:574] : INFO : Epoch 1808 | loss: 0.0312009 | val_loss: 0.0312029 | Time: 2535.73 ms
[2021-01-22 03:38:58 main:574] : INFO : Epoch 1809 | loss: 0.0311991 | val_loss: 0.0312008 | Time: 2603.34 ms
[2021-01-22 03:39:01 main:574] : INFO : Epoch 1810 | loss: 0.0311979 | val_loss: 0.0312042 | Time: 2665.75 ms
[2021-01-22 03:39:04 main:574] : INFO : Epoch 1811 | loss: 0.0312004 | val_loss: 0.0311976 | Time: 2634.33 ms
[2021-01-22 03:39:07 main:574] : INFO : Epoch 1812 | loss: 0.031198 | val_loss: 0.0311963 | Time: 2544.88 ms
[2021-01-22 03:39:09 main:574] : INFO : Epoch 1813 | loss: 0.0311973 | val_loss: 0.0311984 | Time: 2596.03 ms
[2021-01-22 03:39:12 main:574] : INFO : Epoch 1814 | loss: 0.0311982 | val_loss: 0.0311994 | Time: 2576.32 ms
[2021-01-22 03:39:15 main:574] : INFO : Epoch 1815 | loss: 0.0311974 | val_loss: 0.0311999 | Time: 2592.52 ms
[2021-01-22 03:39:17 main:574] : INFO : Epoch 1816 | loss: 0.0311955 | val_loss: 0.0311996 | Time: 2578.45 ms
[2021-01-22 03:39:20 main:574] : INFO : Epoch 1817 | loss: 0.0311945 | val_loss: 0.0311929 | Time: 2537.46 ms
[2021-01-22 03:39:22 main:574] : INFO : Epoch 1818 | loss: 0.0311895 | val_loss: 0.0311915 | Time: 2552.79 ms
[2021-01-22 03:39:25 main:574] : INFO : Epoch 1819 | loss: 0.0311867 | val_loss: 0.0311879 | Time: 2586.09 ms
[2021-01-22 03:39:28 main:574] : INFO : Epoch 1820 | loss: 0.031187 | val_loss: 0.0311925 | Time: 2629.38 ms
[2021-01-22 03:39:31 main:574] : INFO : Epoch 1821 | loss: 0.0311929 | val_loss: 0.031198 | Time: 2557.02 ms
[2021-01-22 03:39:33 main:574] : INFO : Epoch 1822 | loss: 0.0311954 | val_loss: 0.0311964 | Time: 2665.96 ms
[2021-01-22 03:39:36 main:574] : INFO : Epoch 1823 | loss: 0.0311965 | val_loss: 0.0312001 | Time: 2636.39 ms
[2021-01-22 03:39:39 main:574] : INFO : Epoch 1824 | loss: 0.0311993 | val_loss: 0.0312026 | Time: 2606.66 ms
[2021-01-22 03:39:41 main:574] : INFO : Epoch 1825 | loss: 0.031194 | val_loss: 0.0311957 | Time: 2604.66 ms
[2021-01-22 03:39:44 main:574] : INFO : Epoch 1826 | loss: 0.0311991 | val_loss: 0.0311984 | Time: 2630.34 ms
[2021-01-22 03:39:47 main:574] : INFO : Epoch 1827 | loss: 0.0311999 | val_loss: 0.0312005 | Time: 2594.43 ms
[2021-01-22 03:39:49 main:574] : INFO : Epoch 1828 | loss: 0.0311999 | val_loss: 0.0311993 | Time: 2568.25 ms
[2021-01-22 03:39:52 main:574] : INFO : Epoch 1829 | loss: 0.0311977 | val_loss: 0.0311991 | Time: 2615.44 ms
[2021-01-22 03:39:55 main:574] : INFO : Epoch 1830 | loss: 0.0311971 | val_loss: 0.0312074 | Time: 2593.3 ms
[2021-01-22 03:39:58 main:574] : INFO : Epoch 1831 | loss: 0.0311981 | val_loss: 0.0312048 | Time: 2634.08 ms
[2021-01-22 03:40:00 main:574] : INFO : Epoch 1832 | loss: 0.0312015 | val_loss: 0.0312094 | Time: 2555.34 ms
[2021-01-22 03:40:03 main:574] : INFO : Epoch 1833 | loss: 0.0315961 | val_loss: 0.0363691 | Time: 2577.01 ms
[2021-01-22 03:40:05 main:574] : INFO : Epoch 1834 | loss: 0.034445 | val_loss: 0.0319016 | Time: 2532.25 ms
[2021-01-22 03:40:08 main:574] : INFO : Epoch 1835 | loss: 0.031677 | val_loss: 0.0318779 | Time: 2533.89 ms
[2021-01-22 03:40:11 main:574] : INFO : Epoch 1836 | loss: 0.0313899 | val_loss: 0.0312333 | Time: 2540.36 ms
[2021-01-22 03:40:13 main:574] : INFO : Epoch 1837 | loss: 0.0312249 | val_loss: 0.0312132 | Time: 2556.89 ms
[2021-01-22 03:40:16 main:574] : INFO : Epoch 1838 | loss: 0.0312119 | val_loss: 0.031213 | Time: 2551.7 ms
[2021-01-22 03:40:19 main:574] : INFO : Epoch 1839 | loss: 0.0312035 | val_loss: 0.0311978 | Time: 2539.96 ms
[2021-01-22 03:40:21 main:574] : INFO : Epoch 1840 | loss: 0.0311948 | val_loss: 0.0311971 | Time: 2570.61 ms
[2021-01-22 03:40:24 main:574] : INFO : Epoch 1841 | loss: 0.0311894 | val_loss: 0.0311862 | Time: 2600.29 ms
[2021-01-22 03:40:27 main:574] : INFO : Epoch 1842 | loss: 0.0311849 | val_loss: 0.0311824 | Time: 2565.42 ms
[2021-01-22 03:40:29 main:574] : INFO : Epoch 1843 | loss: 0.0311834 | val_loss: 0.0311785 | Time: 2589.11 ms
[2021-01-22 03:40:32 main:574] : INFO : Epoch 1844 | loss: 0.0311806 | val_loss: 0.0311772 | Time: 2556.91 ms
[2021-01-22 03:40:34 main:574] : INFO : Epoch 1845 | loss: 0.0311797 | val_loss: 0.0311771 | Time: 2558.03 ms
[2021-01-22 03:40:37 main:574] : INFO : Epoch 1846 | loss: 0.0311793 | val_loss: 0.0311776 | Time: 2524.92 ms
[2021-01-22 03:40:40 main:574] : INFO : Epoch 1847 | loss: 0.0311793 | val_loss: 0.0311774 | Time: 2570.22 ms
[2021-01-22 03:40:42 main:574] : INFO : Epoch 1848 | loss: 0.03118 | val_loss: 0.0311807 | Time: 2637.47 ms
[2021-01-22 03:40:45 main:574] : INFO : Epoch 1849 | loss: 0.0311814 | val_loss: 0.0311769 | Time: 2598.89 ms
[2021-01-22 03:40:48 main:574] : INFO : Epoch 1850 | loss: 0.0311806 | val_loss: 0.0311845 | Time: 2529.65 ms
[2021-01-22 03:40:50 main:574] : INFO : Epoch 1851 | loss: 0.0311815 | val_loss: 0.0311811 | Time: 2639.96 ms
[2021-01-22 03:40:53 main:574] : INFO : Epoch 1852 | loss: 0.031185 | val_loss: 0.0311784 | Time: 2537.52 ms
[2021-01-22 03:40:56 main:574] : INFO : Epoch 1853 | loss: 0.0311802 | val_loss: 0.0311793 | Time: 2556.54 ms
[2021-01-22 03:40:58 main:574] : INFO : Epoch 1854 | loss: 0.031181 | val_loss: 0.0311772 | Time: 2643.07 ms
[2021-01-22 03:41:01 main:574] : INFO : Epoch 1855 | loss: 0.0311836 | val_loss: 0.0311843 | Time: 2623.06 ms
[2021-01-22 03:41:04 main:574] : INFO : Epoch 1856 | loss: 0.0311842 | val_loss: 0.0311776 | Time: 2552.34 ms
[2021-01-22 03:41:06 main:574] : INFO : Epoch 1857 | loss: 0.0311818 | val_loss: 0.0311778 | Time: 2596.7 ms
[2021-01-22 03:41:09 main:574] : INFO : Epoch 1858 | loss: 0.031185 | val_loss: 0.0311809 | Time: 2599.53 ms
[2021-01-22 03:41:12 main:574] : INFO : Epoch 1859 | loss: 0.0311885 | val_loss: 0.0311958 | Time: 2593.18 ms
[2021-01-22 03:41:15 main:574] : INFO : Epoch 1860 | loss: 0.031192 | val_loss: 0.0311827 | Time: 2526.71 ms
[2021-01-22 03:41:17 main:574] : INFO : Epoch 1861 | loss: 0.031185 | val_loss: 0.0311791 | Time: 2537.15 ms
[2021-01-22 03:41:20 main:574] : INFO : Epoch 1862 | loss: 0.0311819 | val_loss: 0.031179 | Time: 2529.29 ms
[2021-01-22 03:41:22 main:574] : INFO : Epoch 1863 | loss: 0.0311824 | val_loss: 0.0311858 | Time: 2588.44 ms
[2021-01-22 03:41:25 main:574] : INFO : Epoch 1864 | loss: 0.0311831 | val_loss: 0.0311775 | Time: 2540.02 ms
[2021-01-22 03:41:28 main:574] : INFO : Epoch 1865 | loss: 0.0311813 | val_loss: 0.031179 | Time: 2605.48 ms
[2021-01-22 03:41:30 main:574] : INFO : Epoch 1866 | loss: 0.0311826 | val_loss: 0.0311779 | Time: 2609.61 ms
[2021-01-22 03:41:33 main:574] : INFO : Epoch 1867 | loss: 0.0311805 | val_loss: 0.0311791 | Time: 2595.6 ms
[2021-01-22 03:41:36 main:574] : INFO : Epoch 1868 | loss: 0.0311808 | val_loss: 0.0311757 | Time: 2595.95 ms
[2021-01-22 03:41:38 main:574] : INFO : Epoch 1869 | loss: 0.0311784 | val_loss: 0.0311751 | Time: 2665.7 ms
[2021-01-22 03:41:41 main:574] : INFO : Epoch 1870 | loss: 0.0311787 | val_loss: 0.0311748 | Time: 2553.08 ms
[2021-01-22 03:41:44 main:574] : INFO : Epoch 1871 | loss: 0.0311801 | val_loss: 0.0311764 | Time: 2580.24 ms
[2021-01-22 03:41:46 main:574] : INFO : Epoch 1872 | loss: 0.0311812 | val_loss: 0.031176 | Time: 2530.57 ms
[2021-01-22 03:41:49 main:574] : INFO : Epoch 1873 | loss: 0.0311801 | val_loss: 0.0311741 | Time: 2609.89 ms
[2021-01-22 03:41:52 main:574] : INFO : Epoch 1874 | loss: 0.0311801 | val_loss: 0.0311742 | Time: 2626.82 ms
[2021-01-22 03:41:54 main:574] : INFO : Epoch 1875 | loss: 0.0311807 | val_loss: 0.0311748 | Time: 2666.02 ms
[2021-01-22 03:41:57 main:574] : INFO : Epoch 1876 | loss: 0.0311797 | val_loss: 0.0311762 | Time: 2561.65 ms
[2021-01-22 03:42:00 main:574] : INFO : Epoch 1877 | loss: 0.0311797 | val_loss: 0.0311741 | Time: 2532.79 ms
[2021-01-22 03:42:02 main:574] : INFO : Epoch 1878 | loss: 0.031178 | val_loss: 0.0311743 | Time: 2592.57 ms
[2021-01-22 03:42:05 main:574] : INFO : Epoch 1879 | loss: 0.0311787 | val_loss: 0.0311746 | Time: 2555.24 ms
[2021-01-22 03:42:08 main:574] : INFO : Epoch 1880 | loss: 0.0311788 | val_loss: 0.0311737 | Time: 2604.18 ms
[2021-01-22 03:42:10 main:574] : INFO : Epoch 1881 | loss: 0.0311778 | val_loss: 0.0311747 | Time: 2599.4 ms
[2021-01-22 03:42:13 main:574] : INFO : Epoch 1882 | loss: 0.0311794 | val_loss: 0.0311763 | Time: 2619.27 ms
[2021-01-22 03:42:16 main:574] : INFO : Epoch 1883 | loss: 0.0311799 | val_loss: 0.031174 | Time: 2557.01 ms
[2021-01-22 03:42:18 main:574] : INFO : Epoch 1884 | loss: 0.0311784 | val_loss: 0.0311751 | Time: 2617.54 ms
[2021-01-22 03:42:21 main:574] : INFO : Epoch 1885 | loss: 0.0311776 | val_loss: 0.031174 | Time: 2593.62 ms
[2021-01-22 03:42:24 main:574] : INFO : Epoch 1886 | loss: 0.0311791 | val_loss: 0.0311737 | Time: 2666.39 ms
[2021-01-22 03:42:27 main:574] : INFO : Epoch 1887 | loss: 0.0311799 | val_loss: 0.0311798 | Time: 2623.78 ms
[2021-01-22 03:42:29 main:574] : INFO : Epoch 1888 | loss: 0.031178 | val_loss: 0.0311743 | Time: 2528.1 ms
[2021-01-22 03:42:32 main:574] : INFO : Epoch 1889 | loss: 0.0311786 | val_loss: 0.0311763 | Time: 2628.54 ms
[2021-01-22 03:42:35 main:574] : INFO : Epoch 1890 | loss: 0.0311797 | val_loss: 0.0311764 | Time: 2587.83 ms
[2021-01-22 03:42:37 main:574] : INFO : Epoch 1891 | loss: 0.0311791 | val_loss: 0.0311737 | Time: 2581.39 ms
[2021-01-22 03:42:40 main:574] : INFO : Epoch 1892 | loss: 0.0311774 | val_loss: 0.0311751 | Time: 2610.11 ms
[2021-01-22 03:42:43 main:574] : INFO : Epoch 1893 | loss: 0.0311784 | val_loss: 0.0311752 | Time: 2554.43 ms
[2021-01-22 03:42:45 main:574] : INFO : Epoch 1894 | loss: 0.0311786 | val_loss: 0.0311753 | Time: 2652.74 ms
[2021-01-22 03:42:48 main:574] : INFO : Epoch 1895 | loss: 0.0311784 | val_loss: 0.0311755 | Time: 2531.65 ms
[2021-01-22 03:42:51 main:574] : INFO : Epoch 1896 | loss: 0.0311796 | val_loss: 0.0311739 | Time: 2612.78 ms
[2021-01-22 03:42:53 main:574] : INFO : Epoch 1897 | loss: 0.0311802 | val_loss: 0.0311759 | Time: 2637.81 ms
[2021-01-22 03:42:56 main:574] : INFO : Epoch 1898 | loss: 0.0311839 | val_loss: 0.0311748 | Time: 2532.84 ms
[2021-01-22 03:42:59 main:574] : INFO : Epoch 1899 | loss: 0.0311808 | val_loss: 0.0311789 | Time: 2590.77 ms
[2021-01-22 03:43:01 main:574] : INFO : Epoch 1900 | loss: 0.031182 | val_loss: 0.0311741 | Time: 2528.59 ms
[2021-01-22 03:43:04 main:574] : INFO : Epoch 1901 | loss: 0.0311783 | val_loss: 0.0311736 | Time: 2670.68 ms
[2021-01-22 03:43:07 main:574] : INFO : Epoch 1902 | loss: 0.0311786 | val_loss: 0.0311751 | Time: 2555.54 ms
[2021-01-22 03:43:09 main:574] : INFO : Epoch 1903 | loss: 0.0311779 | val_loss: 0.0311743 | Time: 2528.03 ms
[2021-01-22 03:43:12 main:574] : INFO : Epoch 1904 | loss: 0.03118 | val_loss: 0.0311736 | Time: 2596.78 ms
[2021-01-22 03:43:15 main:574] : INFO : Epoch 1905 | loss: 0.0311773 | val_loss: 0.0311778 | Time: 2577.45 ms
[2021-01-22 03:43:17 main:574] : INFO : Epoch 1906 | loss: 0.0311789 | val_loss: 0.0311747 | Time: 2604.08 ms
[2021-01-22 03:43:20 main:574] : INFO : Epoch 1907 | loss: 0.0311772 | val_loss: 0.0311727 | Time: 2563.7 ms
[2021-01-22 03:43:23 main:574] : INFO : Epoch 1908 | loss: 0.0311764 | val_loss: 0.0311736 | Time: 2590.03 ms
[2021-01-22 03:43:25 main:574] : INFO : Epoch 1909 | loss: 0.0311777 | val_loss: 0.0311761 | Time: 2541.14 ms
[2021-01-22 03:43:28 main:574] : INFO : Epoch 1910 | loss: 0.0311779 | val_loss: 0.0311728 | Time: 2573.06 ms
[2021-01-22 03:43:31 main:574] : INFO : Epoch 1911 | loss: 0.0311768 | val_loss: 0.0311748 | Time: 2530.4 ms
[2021-01-22 03:43:33 main:574] : INFO : Epoch 1912 | loss: 0.0311758 | val_loss: 0.0311724 | Time: 2526.91 ms
[2021-01-22 03:43:36 main:574] : INFO : Epoch 1913 | loss: 0.0311757 | val_loss: 0.0311725 | Time: 2577.95 ms
[2021-01-22 03:43:38 main:574] : INFO : Epoch 1914 | loss: 0.0311788 | val_loss: 0.0311754 | Time: 2529.64 ms
[2021-01-22 03:43:41 main:574] : INFO : Epoch 1915 | loss: 0.0311765 | val_loss: 0.0311718 | Time: 2543.64 ms
[2021-01-22 03:43:44 main:574] : INFO : Epoch 1916 | loss: 0.0311755 | val_loss: 0.0311722 | Time: 2590.91 ms
[2021-01-22 03:43:46 main:574] : INFO : Epoch 1917 | loss: 0.0311755 | val_loss: 0.0311719 | Time: 2538.88 ms
[2021-01-22 03:43:49 main:574] : INFO : Epoch 1918 | loss: 0.0311749 | val_loss: 0.0311724 | Time: 2535.7 ms
[2021-01-22 03:43:52 main:574] : INFO : Epoch 1919 | loss: 0.0311756 | val_loss: 0.0311719 | Time: 2529.31 ms
[2021-01-22 03:43:54 main:574] : INFO : Epoch 1920 | loss: 0.0311762 | val_loss: 0.031172 | Time: 2539.63 ms
[2021-01-22 03:43:57 main:574] : INFO : Epoch 1921 | loss: 0.0311758 | val_loss: 0.0311721 | Time: 2546.31 ms
[2021-01-22 03:43:59 main:574] : INFO : Epoch 1922 | loss: 0.0311803 | val_loss: 0.0311729 | Time: 2538.98 ms
[2021-01-22 03:44:02 main:574] : INFO : Epoch 1923 | loss: 0.0311757 | val_loss: 0.0311789 | Time: 2557.17 ms
[2021-01-22 03:44:05 main:574] : INFO : Epoch 1924 | loss: 0.0311798 | val_loss: 0.0311724 | Time: 2635.76 ms
[2021-01-22 03:44:08 main:574] : INFO : Epoch 1925 | loss: 0.0311776 | val_loss: 0.0311732 | Time: 2552.05 ms
[2021-01-22 03:44:10 main:574] : INFO : Epoch 1926 | loss: 0.0311752 | val_loss: 0.031173 | Time: 2592.62 ms
[2021-01-22 03:44:13 main:574] : INFO : Epoch 1927 | loss: 0.0311747 | val_loss: 0.0311714 | Time: 2585.32 ms
[2021-01-22 03:44:16 main:574] : INFO : Epoch 1928 | loss: 0.0311759 | val_loss: 0.0311727 | Time: 2634.85 ms
[2021-01-22 03:44:18 main:574] : INFO : Epoch 1929 | loss: 0.0311778 | val_loss: 0.0311716 | Time: 2535.89 ms
[2021-01-22 03:44:21 main:574] : INFO : Epoch 1930 | loss: 0.0311803 | val_loss: 0.0311756 | Time: 2643.58 ms
[2021-01-22 03:44:24 main:574] : INFO : Epoch 1931 | loss: 0.0311798 | val_loss: 0.0311818 | Time: 2590.9 ms
[2021-01-22 03:44:26 main:574] : INFO : Epoch 1932 | loss: 0.031179 | val_loss: 0.0311717 | Time: 2582.19 ms
[2021-01-22 03:44:29 main:574] : INFO : Epoch 1933 | loss: 0.0311771 | val_loss: 0.0311742 | Time: 2535.54 ms
[2021-01-22 03:44:32 main:574] : INFO : Epoch 1934 | loss: 0.0311755 | val_loss: 0.0311723 | Time: 2554.49 ms
[2021-01-22 03:44:34 main:574] : INFO : Epoch 1935 | loss: 0.0311754 | val_loss: 0.0311729 | Time: 2592.76 ms
[2021-01-22 03:44:37 main:574] : INFO : Epoch 1936 | loss: 0.0311756 | val_loss: 0.0311729 | Time: 2527.64 ms
[2021-01-22 03:44:40 main:574] : INFO : Epoch 1937 | loss: 0.0311754 | val_loss: 0.0311718 | Time: 2574.87 ms
[2021-01-22 03:44:42 main:574] : INFO : Epoch 1938 | loss: 0.0311753 | val_loss: 0.0311746 | Time: 2527.16 ms
[2021-01-22 03:44:45 main:574] : INFO : Epoch 1939 | loss: 0.0311755 | val_loss: 0.0311734 | Time: 2595.01 ms
[2021-01-22 03:44:47 main:574] : INFO : Epoch 1940 | loss: 0.0311758 | val_loss: 0.0311787 | Time: 2561.74 ms
[2021-01-22 03:44:50 main:574] : INFO : Epoch 1941 | loss: 0.0311762 | val_loss: 0.0311721 | Time: 2533.03 ms
[2021-01-22 03:44:53 main:574] : INFO : Epoch 1942 | loss: 0.0311764 | val_loss: 0.0311741 | Time: 2545.9 ms
[2021-01-22 03:44:55 main:574] : INFO : Epoch 1943 | loss: 0.0311753 | val_loss: 0.0311715 | Time: 2576.81 ms
[2021-01-22 03:44:58 main:574] : INFO : Epoch 1944 | loss: 0.0311749 | val_loss: 0.0311712 | Time: 2556.87 ms
[2021-01-22 03:45:01 main:574] : INFO : Epoch 1945 | loss: 0.0311752 | val_loss: 0.0311713 | Time: 2529.57 ms
[2021-01-22 03:45:03 main:574] : INFO : Epoch 1946 | loss: 0.0311757 | val_loss: 0.0311752 | Time: 2574.75 ms
[2021-01-22 03:45:06 main:574] : INFO : Epoch 1947 | loss: 0.0311754 | val_loss: 0.0311747 | Time: 2532.61 ms
[2021-01-22 03:45:08 main:574] : INFO : Epoch 1948 | loss: 0.0311761 | val_loss: 0.0311716 | Time: 2526.54 ms
[2021-01-22 03:45:11 main:574] : INFO : Epoch 1949 | loss: 0.0311747 | val_loss: 0.031172 | Time: 2621.16 ms
[2021-01-22 03:45:14 main:574] : INFO : Epoch 1950 | loss: 0.0311754 | val_loss: 0.0311721 | Time: 2561.77 ms
[2021-01-22 03:45:16 main:574] : INFO : Epoch 1951 | loss: 0.0311764 | val_loss: 0.0311711 | Time: 2541.2 ms
[2021-01-22 03:45:19 main:574] : INFO : Epoch 1952 | loss: 0.0311767 | val_loss: 0.0311725 | Time: 2572.2 ms
[2021-01-22 03:45:22 main:574] : INFO : Epoch 1953 | loss: 0.031175 | val_loss: 0.0311713 | Time: 2532.5 ms
[2021-01-22 03:45:24 main:574] : INFO : Epoch 1954 | loss: 0.0311744 | val_loss: 0.0311721 | Time: 2578.7 ms
[2021-01-22 03:45:27 main:574] : INFO : Epoch 1955 | loss: 0.0311749 | val_loss: 0.0311727 | Time: 2598.73 ms
[2021-01-22 03:45:30 main:574] : INFO : Epoch 1956 | loss: 0.0311758 | val_loss: 0.0311718 | Time: 2567.95 ms
[2021-01-22 03:45:32 main:574] : INFO : Epoch 1957 | loss: 0.0311768 | val_loss: 0.0311715 | Time: 2534.51 ms
[2021-01-22 03:45:35 main:574] : INFO : Epoch 1958 | loss: 0.0311747 | val_loss: 0.031175 | Time: 2563.24 ms
[2021-01-22 03:45:37 main:574] : INFO : Epoch 1959 | loss: 0.031179 | val_loss: 0.0311885 | Time: 2614.5 ms
[2021-01-22 03:45:40 main:574] : INFO : Epoch 1960 | loss: 0.0311833 | val_loss: 0.0311742 | Time: 2651.1 ms
[2021-01-22 03:45:43 main:574] : INFO : Epoch 1961 | loss: 0.0311759 | val_loss: 0.031172 | Time: 2651.11 ms
[2021-01-22 03:45:46 main:574] : INFO : Epoch 1962 | loss: 0.031175 | val_loss: 0.0311717 | Time: 2655.66 ms
[2021-01-22 03:45:49 main:574] : INFO : Epoch 1963 | loss: 0.0311756 | val_loss: 0.0311727 | Time: 2653.46 ms
[2021-01-22 03:45:51 main:574] : INFO : Epoch 1964 | loss: 0.0311756 | val_loss: 0.031176 | Time: 2555.37 ms
[2021-01-22 03:45:54 main:574] : INFO : Epoch 1965 | loss: 0.0311757 | val_loss: 0.0311718 | Time: 2578.35 ms
[2021-01-22 03:45:56 main:574] : INFO : Epoch 1966 | loss: 0.0311749 | val_loss: 0.0311743 | Time: 2568.08 ms
[2021-01-22 03:45:59 main:574] : INFO : Epoch 1967 | loss: 0.0311752 | val_loss: 0.0311717 | Time: 2625.93 ms
[2021-01-22 03:46:02 main:574] : INFO : Epoch 1968 | loss: 0.0311756 | val_loss: 0.0311721 | Time: 2543.77 ms
[2021-01-22 03:46:04 main:574] : INFO : Epoch 1969 | loss: 0.031175 | val_loss: 0.0311718 | Time: 2545.05 ms
[2021-01-22 03:46:07 main:574] : INFO : Epoch 1970 | loss: 0.031175 | val_loss: 0.0311712 | Time: 2584.09 ms
[2021-01-22 03:46:10 main:574] : INFO : Epoch 1971 | loss: 0.0311745 | val_loss: 0.0311718 | Time: 2579.31 ms
[2021-01-22 03:46:12 main:574] : INFO : Epoch 1972 | loss: 0.0311747 | val_loss: 0.0311713 | Time: 2634.98 ms
[2021-01-22 03:46:15 main:574] : INFO : Epoch 1973 | loss: 0.031175 | val_loss: 0.0311713 | Time: 2545.03 ms
[2021-01-22 03:46:18 main:574] : INFO : Epoch 1974 | loss: 0.0311754 | val_loss: 0.0311715 | Time: 2544.12 ms
[2021-01-22 03:46:20 main:574] : INFO : Epoch 1975 | loss: 0.0311744 | val_loss: 0.0311717 | Time: 2581.32 ms
[2021-01-22 03:46:23 main:574] : INFO : Epoch 1976 | loss: 0.0311756 | val_loss: 0.0311714 | Time: 2605.19 ms
[2021-01-22 03:46:26 main:574] : INFO : Epoch 1977 | loss: 0.0311749 | val_loss: 0.0311772 | Time: 2595.25 ms
[2021-01-22 03:46:28 main:574] : INFO : Epoch 1978 | loss: 0.0311773 | val_loss: 0.0311733 | Time: 2614.28 ms
[2021-01-22 03:46:31 main:574] : INFO : Epoch 1979 | loss: 0.0311746 | val_loss: 0.0311726 | Time: 2604.29 ms
[2021-01-22 03:46:34 main:574] : INFO : Epoch 1980 | loss: 0.0311748 | val_loss: 0.0311718 | Time: 2540.18 ms
[2021-01-22 03:46:36 main:574] : INFO : Epoch 1981 | loss: 0.0311757 | val_loss: 0.0311732 | Time: 2541.39 ms
[2021-01-22 03:46:39 main:574] : INFO : Epoch 1982 | loss: 0.0311754 | val_loss: 0.0311719 | Time: 2566.24 ms
[2021-01-22 03:46:41 main:574] : INFO : Epoch 1983 | loss: 0.0311747 | val_loss: 0.0311718 | Time: 2562.16 ms
[2021-01-22 03:46:44 main:574] : INFO : Epoch 1984 | loss: 0.0311747 | val_loss: 0.0311754 | Time: 2640.62 ms
[2021-01-22 03:46:47 main:574] : INFO : Epoch 1985 | loss: 0.0311761 | val_loss: 0.0311746 | Time: 2599.78 ms
[2021-01-22 03:46:49 main:574] : INFO : Epoch 1986 | loss: 0.0311771 | val_loss: 0.0311802 | Time: 2600.73 ms
[2021-01-22 03:46:52 main:574] : INFO : Epoch 1987 | loss: 0.0311766 | val_loss: 0.0311718 | Time: 2624.35 ms
[2021-01-22 03:46:55 main:574] : INFO : Epoch 1988 | loss: 0.0311763 | val_loss: 0.031172 | Time: 2588.29 ms
[2021-01-22 03:46:58 main:574] : INFO : Epoch 1989 | loss: 0.0311757 | val_loss: 0.0311754 | Time: 2627.95 ms
[2021-01-22 03:47:00 main:574] : INFO : Epoch 1990 | loss: 0.0311754 | val_loss: 0.0311711 | Time: 2588.54 ms
[2021-01-22 03:47:03 main:574] : INFO : Epoch 1991 | loss: 0.0311739 | val_loss: 0.031175 | Time: 2560.97 ms
[2021-01-22 03:47:06 main:574] : INFO : Epoch 1992 | loss: 0.0311746 | val_loss: 0.0311719 | Time: 2640.32 ms
[2021-01-22 03:47:08 main:574] : INFO : Epoch 1993 | loss: 0.0311753 | val_loss: 0.0311742 | Time: 2619.45 ms
[2021-01-22 03:47:11 main:574] : INFO : Epoch 1994 | loss: 0.0311741 | val_loss: 0.0311732 | Time: 2637.23 ms
[2021-01-22 03:47:14 main:574] : INFO : Epoch 1995 | loss: 0.0311743 | val_loss: 0.0311714 | Time: 2609.89 ms
[2021-01-22 03:47:17 main:574] : INFO : Epoch 1996 | loss: 0.031176 | val_loss: 0.0311722 | Time: 2583.39 ms
[2021-01-22 03:47:19 main:574] : INFO : Epoch 1997 | loss: 0.0311747 | val_loss: 0.0311722 | Time: 2654.04 ms
[2021-01-22 03:47:22 main:574] : INFO : Epoch 1998 | loss: 0.0311762 | val_loss: 0.0311715 | Time: 2585 ms
[2021-01-22 03:47:25 main:574] : INFO : Epoch 1999 | loss: 0.0311755 | val_loss: 0.0311714 | Time: 2592.73 ms
[2021-01-22 03:47:27 main:574] : INFO : Epoch 2000 | loss: 0.0311741 | val_loss: 0.0311724 | Time: 2558.98 ms
[2021-01-22 03:47:30 main:574] : INFO : Epoch 2001 | loss: 0.0311748 | val_loss: 0.031172 | Time: 2599.53 ms
[2021-01-22 03:47:33 main:574] : INFO : Epoch 2002 | loss: 0.0311741 | val_loss: 0.0311717 | Time: 2582.46 ms
[2021-01-22 03:47:35 main:574] : INFO : Epoch 2003 | loss: 0.0311746 | val_loss: 0.0311728 | Time: 2593.13 ms
[2021-01-22 03:47:38 main:574] : INFO : Epoch 2004 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 2563.97 ms
[2021-01-22 03:47:41 main:574] : INFO : Epoch 2005 | loss: 0.0311753 | val_loss: 0.0311805 | Time: 2603.97 ms
[2021-01-22 03:47:43 main:574] : INFO : Epoch 2006 | loss: 0.0311773 | val_loss: 0.0311868 | Time: 2579.7 ms
[2021-01-22 03:47:46 main:574] : INFO : Epoch 2007 | loss: 0.0311799 | val_loss: 0.0311747 | Time: 2623.54 ms
[2021-01-22 03:47:49 main:574] : INFO : Epoch 2008 | loss: 0.0311751 | val_loss: 0.0311742 | Time: 2565.43 ms
[2021-01-22 03:47:51 main:574] : INFO : Epoch 2009 | loss: 0.0311762 | val_loss: 0.0311719 | Time: 2576.16 ms
[2021-01-22 03:47:54 main:574] : INFO : Epoch 2010 | loss: 0.0311743 | val_loss: 0.0311719 | Time: 2610.68 ms
[2021-01-22 03:47:57 main:574] : INFO : Epoch 2011 | loss: 0.0311742 | val_loss: 0.0311715 | Time: 2547.12 ms
[2021-01-22 03:47:59 main:574] : INFO : Epoch 2012 | loss: 0.0311739 | val_loss: 0.0311724 | Time: 2630.09 ms
[2021-01-22 03:48:02 main:574] : INFO : Epoch 2013 | loss: 0.0311742 | val_loss: 0.0311718 | Time: 2545.8 ms
[2021-01-22 03:48:05 main:574] : INFO : Epoch 2014 | loss: 0.0311741 | val_loss: 0.0311719 | Time: 2537.45 ms
[2021-01-22 03:48:07 main:574] : INFO : Epoch 2015 | loss: 0.0311776 | val_loss: 0.0311756 | Time: 2602.73 ms
[2021-01-22 03:48:10 main:574] : INFO : Epoch 2016 | loss: 0.0311768 | val_loss: 0.0311743 | Time: 2546.52 ms
[2021-01-22 03:48:13 main:574] : INFO : Epoch 2017 | loss: 0.0311777 | val_loss: 0.0311809 | Time: 2648.4 ms
[2021-01-22 03:48:15 main:574] : INFO : Epoch 2018 | loss: 0.031176 | val_loss: 0.0311765 | Time: 2600.16 ms
[2021-01-22 03:48:18 main:574] : INFO : Epoch 2019 | loss: 0.0311755 | val_loss: 0.0311734 | Time: 2589.48 ms
[2021-01-22 03:48:21 main:574] : INFO : Epoch 2020 | loss: 0.0311748 | val_loss: 0.0311732 | Time: 2623.91 ms
[2021-01-22 03:48:23 main:574] : INFO : Epoch 2021 | loss: 0.0311748 | val_loss: 0.0311717 | Time: 2595.19 ms
[2021-01-22 03:48:26 main:574] : INFO : Epoch 2022 | loss: 0.0311766 | val_loss: 0.0311721 | Time: 2616.87 ms
[2021-01-22 03:48:29 main:574] : INFO : Epoch 2023 | loss: 0.0311755 | val_loss: 0.0311737 | Time: 2562.71 ms
[2021-01-22 03:48:31 main:574] : INFO : Epoch 2024 | loss: 0.0311758 | val_loss: 0.0311748 | Time: 2570.94 ms
[2021-01-22 03:48:34 main:574] : INFO : Epoch 2025 | loss: 0.0311753 | val_loss: 0.0311722 | Time: 2583.52 ms
[2021-01-22 03:48:37 main:574] : INFO : Epoch 2026 | loss: 0.0311751 | val_loss: 0.031172 | Time: 2545.85 ms
[2021-01-22 03:48:39 main:574] : INFO : Epoch 2027 | loss: 0.031178 | val_loss: 0.0311806 | Time: 2611.2 ms
[2021-01-22 03:48:42 main:574] : INFO : Epoch 2028 | loss: 0.0311773 | val_loss: 0.0311719 | Time: 2590.92 ms
[2021-01-22 03:48:45 main:574] : INFO : Epoch 2029 | loss: 0.0311771 | val_loss: 0.0311756 | Time: 2566.66 ms
[2021-01-22 03:48:47 main:574] : INFO : Epoch 2030 | loss: 0.0311752 | val_loss: 0.031175 | Time: 2557.53 ms
[2021-01-22 03:48:50 main:574] : INFO : Epoch 2031 | loss: 0.0311747 | val_loss: 0.0311735 | Time: 2558.79 ms
[2021-01-22 03:48:53 main:574] : INFO : Epoch 2032 | loss: 0.0311757 | val_loss: 0.0311734 | Time: 2552.37 ms
[2021-01-22 03:48:55 main:574] : INFO : Epoch 2033 | loss: 0.0311741 | val_loss: 0.0311735 | Time: 2551.25 ms
[2021-01-22 03:48:58 main:574] : INFO : Epoch 2034 | loss: 0.0311755 | val_loss: 0.0311715 | Time: 2562.49 ms
[2021-01-22 03:49:01 main:574] : INFO : Epoch 2035 | loss: 0.031175 | val_loss: 0.0311744 | Time: 2553.71 ms
[2021-01-22 03:49:03 main:574] : INFO : Epoch 2036 | loss: 0.0311751 | val_loss: 0.0311723 | Time: 2576.4 ms
[2021-01-22 03:49:06 main:574] : INFO : Epoch 2037 | loss: 0.0311741 | val_loss: 0.0311738 | Time: 2538.26 ms
[2021-01-22 03:49:09 main:574] : INFO : Epoch 2038 | loss: 0.0311778 | val_loss: 0.031174 | Time: 2604.03 ms
[2021-01-22 03:49:11 main:574] : INFO : Epoch 2039 | loss: 0.0311753 | val_loss: 0.031172 | Time: 2556.86 ms
[2021-01-22 03:49:14 main:574] : INFO : Epoch 2040 | loss: 0.0311779 | val_loss: 0.0311731 | Time: 2579.4 ms
[2021-01-22 03:49:17 main:574] : INFO : Epoch 2041 | loss: 0.0311774 | val_loss: 0.0311727 | Time: 2587.49 ms
[2021-01-22 03:49:19 main:574] : INFO : Epoch 2042 | loss: 0.0311742 | val_loss: 0.0311737 | Time: 2570.39 ms
[2021-01-22 03:49:22 main:574] : INFO : Epoch 2043 | loss: 0.0311777 | val_loss: 0.0311741 | Time: 2590.07 ms
[2021-01-22 03:49:25 main:574] : INFO : Epoch 2044 | loss: 0.0311765 | val_loss: 0.0311789 | Time: 2528.27 ms
[2021-01-22 03:49:27 main:574] : INFO : Epoch 2045 | loss: 0.0311751 | val_loss: 0.0311728 | Time: 2547.46 ms
[2021-01-22 03:49:30 main:574] : INFO : Epoch 2046 | loss: 0.0311748 | val_loss: 0.0311717 | Time: 2579.53 ms
[2021-01-22 03:49:32 main:574] : INFO : Epoch 2047 | loss: 0.0311738 | val_loss: 0.0311796 | Time: 2659.29 ms
[2021-01-22 03:49:35 main:574] : INFO : Epoch 2048 | loss: 0.0311779 | val_loss: 0.0311722 | Time: 2541.15 ms
[2021-01-22 03:49:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311722
[2021-01-22 03:49:35 main:603] : INFO : Saving end state to config to file
[2021-01-22 03:49:35 main:608] : INFO : Success, exiting..
03:49:35 (13184): 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)