Task 12826662
| Name | ParityModified-1645998099-17207-2-0_0 |
| Workunit | 9971423 |
| Created | 9 Mar 2022, 13:42:30 UTC |
| Sent | 11 Mar 2022, 7:51:22 UTC |
| Report deadline | 19 Mar 2022, 7:51:22 UTC |
| Received | 18 Mar 2022, 12:31:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17492 |
| Run time | 1 hours 24 min 31 sec |
| CPU time | 1 hours 23 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,914.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.0311845 | val_loss: 0.0311912 | Time: 1970.43 ms [2022-03-18 13:10:12 main:574] : INFO : Epoch 1543 | loss: 0.0311838 | val_loss: 0.0311896 | Time: 2240.44 ms [2022-03-18 13:10:14 main:574] : INFO : Epoch 1544 | loss: 0.0311833 | val_loss: 0.0311901 | Time: 2169.66 ms [2022-03-18 13:10:16 main:574] : INFO : Epoch 1545 | loss: 0.0311836 | val_loss: 0.0311883 | Time: 2122.31 ms [2022-03-18 13:10:18 main:574] : INFO : Epoch 1546 | loss: 0.0311829 | val_loss: 0.0311879 | Time: 2366.52 ms [2022-03-18 13:10:20 main:574] : INFO : Epoch 1547 | loss: 0.0311829 | val_loss: 0.0311903 | Time: 1940.13 ms [2022-03-18 13:10:23 main:574] : INFO : Epoch 1548 | loss: 0.031185 | val_loss: 0.0311878 | Time: 2207.46 ms [2022-03-18 13:10:24 main:574] : INFO : Epoch 1549 | loss: 0.0311831 | val_loss: 0.0311889 | Time: 1942.06 ms [2022-03-18 13:10:27 main:574] : INFO : Epoch 1550 | loss: 0.0311844 | val_loss: 0.0311946 | Time: 2823.15 ms [2022-03-18 13:10:30 main:574] : INFO : Epoch 1551 | loss: 0.0311859 | val_loss: 0.0311936 | Time: 2452.42 ms [2022-03-18 13:10:33 main:574] : INFO : Epoch 1552 | loss: 0.0311848 | val_loss: 0.0311914 | Time: 3072.74 ms [2022-03-18 13:10:36 main:574] : INFO : Epoch 1553 | loss: 0.0311852 | val_loss: 0.0311875 | Time: 2897.45 ms [2022-03-18 13:10:39 main:574] : INFO : Epoch 1554 | loss: 0.0311827 | val_loss: 0.0311887 | Time: 3722.03 ms [2022-03-18 13:10:43 main:574] : INFO : Epoch 1555 | loss: 0.0311835 | val_loss: 0.0311875 | Time: 3446.11 ms [2022-03-18 13:10:46 main:574] : INFO : Epoch 1556 | loss: 0.0311835 | val_loss: 0.0311878 | Time: 2950.63 ms [2022-03-18 13:10:49 main:574] : INFO : Epoch 1557 | loss: 0.0311823 | val_loss: 0.0311876 | Time: 3471.15 ms [2022-03-18 13:10:53 main:574] : INFO : Epoch 1558 | loss: 0.0311831 | val_loss: 0.0311883 | Time: 3294.04 ms [2022-03-18 13:10:55 main:574] : INFO : Epoch 1559 | loss: 0.0311832 | val_loss: 0.0311874 | Time: 2769.77 ms [2022-03-18 13:10:59 main:574] : INFO : Epoch 1560 | loss: 0.0311827 | val_loss: 0.0311872 | Time: 3364.32 ms [2022-03-18 13:11:02 main:574] : INFO : Epoch 1561 | loss: 0.0311824 | val_loss: 0.0311871 | Time: 3514.84 ms [2022-03-18 13:11:06 main:574] : INFO : Epoch 1562 | loss: 0.0311826 | val_loss: 0.0311888 | Time: 3233.43 ms [2022-03-18 13:11:09 main:574] : INFO : Epoch 1563 | loss: 0.0311828 | val_loss: 0.0311872 | Time: 3951.92 ms [2022-03-18 13:11:14 main:574] : INFO : Epoch 1564 | loss: 0.0311832 | val_loss: 0.0311877 | Time: 4027.61 ms [2022-03-18 13:11:17 main:574] : INFO : Epoch 1565 | loss: 0.0311834 | val_loss: 0.0311901 | Time: 3425.93 ms [2022-03-18 13:11:20 main:574] : INFO : Epoch 1566 | loss: 0.0311831 | val_loss: 0.0311882 | Time: 2850.79 ms [2022-03-18 13:11:23 main:574] : INFO : Epoch 1567 | loss: 0.0311836 | val_loss: 0.0311868 | Time: 3394.85 ms [2022-03-18 13:11:26 main:574] : INFO : Epoch 1568 | loss: 0.0311821 | val_loss: 0.0311876 | Time: 2508.82 ms [2022-03-18 13:11:29 main:574] : INFO : Epoch 1569 | loss: 0.0311847 | val_loss: 0.0311875 | Time: 3260.94 ms [2022-03-18 13:11:33 main:574] : INFO : Epoch 1570 | loss: 0.0311822 | val_loss: 0.0311878 | Time: 3708.53 ms [2022-03-18 13:11:36 main:574] : INFO : Epoch 1571 | loss: 0.0311823 | val_loss: 0.0311872 | Time: 3100.07 ms [2022-03-18 13:11:39 main:574] : INFO : Epoch 1572 | loss: 0.0311828 | val_loss: 0.0311872 | Time: 3515.99 ms [2022-03-18 13:11:43 main:574] : INFO : Epoch 1573 | loss: 0.0311836 | val_loss: 0.0311887 | Time: 3618.64 ms [2022-03-18 13:11:46 main:574] : INFO : Epoch 1574 | loss: 0.0311824 | val_loss: 0.031189 | Time: 3120.6 ms [2022-03-18 13:11:49 main:574] : INFO : Epoch 1575 | loss: 0.0311826 | val_loss: 0.0311879 | Time: 3393.03 ms [2022-03-18 13:11:53 main:574] : INFO : Epoch 1576 | loss: 0.0311817 | val_loss: 0.0311866 | Time: 3880.18 ms [2022-03-18 13:11:57 main:574] : INFO : Epoch 1577 | loss: 0.0311827 | val_loss: 0.0311867 | Time: 3367.67 ms [2022-03-18 13:12:00 main:574] : INFO : Epoch 1578 | loss: 0.0311863 | val_loss: 0.0311878 | Time: 2925.76 ms [2022-03-18 13:12:02 main:574] : INFO : Epoch 1579 | loss: 0.031183 | val_loss: 0.0311871 | Time: 2647.14 ms [2022-03-18 13:12:05 main:574] : INFO : Epoch 1580 | loss: 0.0311812 | val_loss: 0.0311866 | Time: 2673.57 ms [2022-03-18 13:12:09 main:574] : INFO : Epoch 1581 | loss: 0.031182 | val_loss: 0.0311864 | Time: 3657.2 ms [2022-03-18 13:12:12 main:574] : INFO : Epoch 1582 | loss: 0.031183 | val_loss: 0.0311866 | Time: 3124.92 ms [2022-03-18 13:12:15 main:574] : INFO : Epoch 1583 | loss: 0.0311828 | val_loss: 0.0311894 | Time: 2863.34 ms [2022-03-18 13:12:18 main:574] : INFO : Epoch 1584 | loss: 0.0311835 | val_loss: 0.03119 | Time: 3161.96 ms [2022-03-18 13:12:21 main:574] : INFO : Epoch 1585 | loss: 0.0311827 | val_loss: 0.0311864 | Time: 3099.42 ms [2022-03-18 13:12:24 main:574] : INFO : Epoch 1586 | loss: 0.0311817 | val_loss: 0.0311864 | Time: 3590.1 ms [2022-03-18 13:12:28 main:574] : INFO : Epoch 1587 | loss: 0.0311813 | val_loss: 0.0311861 | Time: 3455.46 ms [2022-03-18 13:12:30 main:574] : INFO : Epoch 1588 | loss: 0.0311815 | val_loss: 0.031187 | Time: 2520.13 ms [2022-03-18 13:12:34 main:574] : INFO : Epoch 1589 | loss: 0.0311809 | val_loss: 0.031186 | Time: 3200.56 ms [2022-03-18 13:12:37 main:574] : INFO : Epoch 1590 | loss: 0.0311833 | val_loss: 0.0311879 | Time: 2927.14 ms [2022-03-18 13:12:40 main:574] : INFO : Epoch 1591 | loss: 0.0311826 | val_loss: 0.0311862 | Time: 3375.39 ms [2022-03-18 13:12:44 main:574] : INFO : Epoch 1592 | loss: 0.0311819 | val_loss: 0.0311886 | Time: 3773.82 ms [2022-03-18 13:12:47 main:574] : INFO : Epoch 1593 | loss: 0.0311814 | val_loss: 0.0311884 | Time: 3159.4 ms [2022-03-18 13:12:50 main:574] : INFO : Epoch 1594 | loss: 0.031184 | val_loss: 0.0311861 | Time: 2976.74 ms [2022-03-18 13:12:53 main:574] : INFO : Epoch 1595 | loss: 0.031182 | val_loss: 0.0311867 | Time: 3228.11 ms [2022-03-18 13:12:56 main:574] : INFO : Epoch 1596 | loss: 0.0311813 | val_loss: 0.0311858 | Time: 2489.6 ms [2022-03-18 13:12:59 main:574] : INFO : Epoch 1597 | loss: 0.0311814 | val_loss: 0.0311867 | Time: 2963.63 ms [2022-03-18 13:13:01 main:574] : INFO : Epoch 1598 | loss: 0.0311827 | val_loss: 0.0311902 | Time: 2358.32 ms [2022-03-18 13:13:04 main:574] : INFO : Epoch 1599 | loss: 0.0311818 | val_loss: 0.0311862 | Time: 2912.35 ms [2022-03-18 13:13:07 main:574] : INFO : Epoch 1600 | loss: 0.0311803 | val_loss: 0.0311868 | Time: 2936.97 ms [2022-03-18 13:13:10 main:574] : INFO : Epoch 1601 | loss: 0.0311822 | val_loss: 0.0311868 | Time: 3234.27 ms [2022-03-18 13:13:14 main:574] : INFO : Epoch 1602 | loss: 0.0311838 | val_loss: 0.0311896 | Time: 3490.23 ms [2022-03-18 13:13:16 main:574] : INFO : Epoch 1603 | loss: 0.031183 | val_loss: 0.0311874 | Time: 2445.85 ms [2022-03-18 13:13:19 main:574] : INFO : Epoch 1604 | loss: 0.0311814 | val_loss: 0.0311873 | Time: 3282.41 ms [2022-03-18 13:13:22 main:574] : INFO : Epoch 1605 | loss: 0.0311827 | val_loss: 0.0311865 | Time: 2277.4 ms [2022-03-18 13:13:24 main:574] : INFO : Epoch 1606 | loss: 0.0311821 | val_loss: 0.0311877 | Time: 2554.19 ms [2022-03-18 13:13:26 main:574] : INFO : Epoch 1607 | loss: 0.0311806 | val_loss: 0.0311859 | Time: 2182.23 ms [2022-03-18 13:13:29 main:574] : INFO : Epoch 1608 | loss: 0.0311817 | val_loss: 0.0311857 | Time: 2800.11 ms [2022-03-18 13:13:32 main:574] : INFO : Epoch 1609 | loss: 0.0311814 | val_loss: 0.0311853 | Time: 2660.63 ms [2022-03-18 13:13:34 main:574] : INFO : Epoch 1610 | loss: 0.0311807 | val_loss: 0.0311857 | Time: 2583.92 ms [2022-03-18 13:13:36 main:574] : INFO : Epoch 1611 | loss: 0.0311802 | val_loss: 0.0311856 | Time: 2141.37 ms [2022-03-18 13:13:39 main:574] : INFO : Epoch 1612 | loss: 0.0311808 | val_loss: 0.0311854 | Time: 2937.44 ms [2022-03-18 13:13:42 main:574] : INFO : Epoch 1613 | loss: 0.0311801 | val_loss: 0.0311859 | Time: 2239.99 ms [2022-03-18 13:13:44 main:574] : INFO : Epoch 1614 | loss: 0.0311808 | val_loss: 0.0311854 | Time: 2622.69 ms [2022-03-18 13:13:46 main:574] : INFO : Epoch 1615 | loss: 0.0311807 | val_loss: 0.0311881 | Time: 2113.82 ms [2022-03-18 13:13:49 main:574] : INFO : Epoch 1616 | loss: 0.0311823 | val_loss: 0.0311857 | Time: 2759.02 ms [2022-03-18 13:13:51 main:574] : INFO : Epoch 1617 | loss: 0.0311802 | val_loss: 0.0311851 | Time: 2206.38 ms [2022-03-18 13:13:54 main:574] : INFO : Epoch 1618 | loss: 0.0311797 | val_loss: 0.0311861 | Time: 2464.86 ms [2022-03-18 13:13:56 main:574] : INFO : Epoch 1619 | loss: 0.0311802 | val_loss: 0.0311857 | Time: 2212.06 ms [2022-03-18 13:13:59 main:574] : INFO : Epoch 1620 | loss: 0.0311812 | val_loss: 0.0311897 | Time: 2587.14 ms [2022-03-18 13:14:01 main:574] : INFO : Epoch 1621 | loss: 0.0311833 | val_loss: 0.0311867 | Time: 2146.6 ms [2022-03-18 13:14:03 main:574] : INFO : Epoch 1622 | loss: 0.031181 | val_loss: 0.0311865 | Time: 2438.81 ms [2022-03-18 13:14:05 main:574] : INFO : Epoch 1623 | loss: 0.0311799 | val_loss: 0.0311849 | Time: 2121.08 ms [2022-03-18 13:14:08 main:574] : INFO : Epoch 1624 | loss: 0.0311809 | val_loss: 0.0311866 | Time: 2614.67 ms [2022-03-18 13:14:10 main:574] : INFO : Epoch 1625 | loss: 0.0311796 | val_loss: 0.0311851 | Time: 2131.28 ms [2022-03-18 13:14:13 main:574] : INFO : Epoch 1626 | loss: 0.0311812 | val_loss: 0.0311859 | Time: 2438.12 ms [2022-03-18 13:14:15 main:574] : INFO : Epoch 1627 | loss: 0.0311817 | val_loss: 0.0311849 | Time: 2503.13 ms [2022-03-18 13:14:18 main:574] : INFO : Epoch 1628 | loss: 0.0311819 | val_loss: 0.031187 | Time: 2474.56 ms [2022-03-18 13:14:20 main:574] : INFO : Epoch 1629 | loss: 0.0311806 | val_loss: 0.0311873 | Time: 2316.99 ms [2022-03-18 13:14:22 main:574] : INFO : Epoch 1630 | loss: 0.0311804 | val_loss: 0.0311848 | Time: 2238.45 ms [2022-03-18 13:14:25 main:574] : INFO : Epoch 1631 | loss: 0.0311796 | val_loss: 0.0311854 | Time: 2439.45 ms [2022-03-18 13:14:27 main:574] : INFO : Epoch 1632 | loss: 0.0311809 | val_loss: 0.0311853 | Time: 2304.97 ms [2022-03-18 13:14:29 main:574] : INFO : Epoch 1633 | loss: 0.0311818 | val_loss: 0.0311846 | Time: 2619.82 ms [2022-03-18 13:14:32 main:574] : INFO : Epoch 1634 | loss: 0.031181 | val_loss: 0.0311843 | Time: 2382.56 ms [2022-03-18 13:14:34 main:574] : INFO : Epoch 1635 | loss: 0.0311839 | val_loss: 0.0311873 | Time: 2560.44 ms [2022-03-18 13:14:37 main:574] : INFO : Epoch 1636 | loss: 0.0311841 | val_loss: 0.0311897 | Time: 2096.2 ms [2022-03-18 13:14:39 main:574] : INFO : Epoch 1637 | loss: 0.0311879 | val_loss: 0.031192 | Time: 2526.24 ms [2022-03-18 13:14:41 main:574] : INFO : Epoch 1638 | loss: 0.0311829 | val_loss: 0.0311866 | Time: 2114.93 ms [2022-03-18 13:14:44 main:574] : INFO : Epoch 1639 | loss: 0.0311807 | val_loss: 0.0311864 | Time: 2506.67 ms [2022-03-18 13:14:46 main:574] : INFO : Epoch 1640 | loss: 0.0311821 | val_loss: 0.0311841 | Time: 2128.93 ms [2022-03-18 13:14:48 main:574] : INFO : Epoch 1641 | loss: 0.0311797 | val_loss: 0.0311871 | Time: 2519.1 ms [2022-03-18 13:14:51 main:574] : INFO : Epoch 1642 | loss: 0.0311817 | val_loss: 0.0311849 | Time: 2192.94 ms [2022-03-18 13:14:53 main:574] : INFO : Epoch 1643 | loss: 0.0311825 | val_loss: 0.0311891 | Time: 2625.42 ms [2022-03-18 13:14:55 main:574] : INFO : Epoch 1644 | loss: 0.0311806 | val_loss: 0.0311839 | Time: 2124.6 ms [2022-03-18 13:14:58 main:574] : INFO : Epoch 1645 | loss: 0.0311803 | val_loss: 0.0311876 | Time: 2626.26 ms [2022-03-18 13:15:00 main:574] : INFO : Epoch 1646 | loss: 0.0311798 | val_loss: 0.0311844 | Time: 2248 ms [2022-03-18 13:15:03 main:574] : INFO : Epoch 1647 | loss: 0.031179 | val_loss: 0.0311839 | Time: 2500.15 ms [2022-03-18 13:15:05 main:574] : INFO : Epoch 1648 | loss: 0.0311792 | val_loss: 0.031184 | Time: 2248.34 ms [2022-03-18 13:15:07 main:574] : INFO : Epoch 1649 | loss: 0.0311793 | val_loss: 0.0311962 | Time: 2258.59 ms [2022-03-18 13:15:10 main:574] : INFO : Epoch 1650 | loss: 0.0311816 | val_loss: 0.0311844 | Time: 2443.85 ms [2022-03-18 13:15:12 main:574] : INFO : Epoch 1651 | loss: 0.0311796 | val_loss: 0.0311845 | Time: 2088.86 ms [2022-03-18 13:15:14 main:574] : INFO : Epoch 1652 | loss: 0.0311788 | val_loss: 0.0311837 | Time: 2439.53 ms [2022-03-18 13:15:16 main:574] : INFO : Epoch 1653 | loss: 0.0311799 | val_loss: 0.0311847 | Time: 2226.01 ms [2022-03-18 13:15:19 main:574] : INFO : Epoch 1654 | loss: 0.0311798 | val_loss: 0.0311841 | Time: 2539.54 ms [2022-03-18 13:15:21 main:574] : INFO : Epoch 1655 | loss: 0.031179 | val_loss: 0.0311838 | Time: 2107.62 ms [2022-03-18 13:15:24 main:574] : INFO : Epoch 1656 | loss: 0.031179 | val_loss: 0.0311842 | Time: 2493.59 ms [2022-03-18 13:15:26 main:574] : INFO : Epoch 1657 | loss: 0.0311785 | val_loss: 0.0311835 | Time: 2117.43 ms [2022-03-18 13:15:28 main:574] : INFO : Epoch 1658 | loss: 0.0311786 | val_loss: 0.0311847 | Time: 2557.69 ms [2022-03-18 13:15:30 main:574] : INFO : Epoch 1659 | loss: 0.0311793 | val_loss: 0.0311845 | Time: 2155.07 ms [2022-03-18 13:15:33 main:574] : INFO : Epoch 1660 | loss: 0.0311794 | val_loss: 0.0311854 | Time: 2541.88 ms [2022-03-18 13:15:35 main:574] : INFO : Epoch 1661 | loss: 0.0311788 | val_loss: 0.0311833 | Time: 2240.49 ms [2022-03-18 13:15:38 main:574] : INFO : Epoch 1662 | loss: 0.0311784 | val_loss: 0.0311845 | Time: 2349.41 ms [2022-03-18 13:15:40 main:574] : INFO : Epoch 1663 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 2375.22 ms [2022-03-18 13:15:42 main:574] : INFO : Epoch 1664 | loss: 0.0311789 | val_loss: 0.0311838 | Time: 2421.23 ms [2022-03-18 13:15:45 main:574] : INFO : Epoch 1665 | loss: 0.031179 | val_loss: 0.0311842 | Time: 2360.56 ms [2022-03-18 13:15:47 main:574] : INFO : Epoch 1666 | loss: 0.0311786 | val_loss: 0.0311831 | Time: 2247.12 ms [2022-03-18 13:15:50 main:574] : INFO : Epoch 1667 | loss: 0.0311783 | val_loss: 0.0311853 | Time: 2512.23 ms [2022-03-18 13:15:52 main:574] : INFO : Epoch 1668 | loss: 0.0311791 | val_loss: 0.0311835 | Time: 2201.68 ms [2022-03-18 13:15:54 main:574] : INFO : Epoch 1669 | loss: 0.0311785 | val_loss: 0.0311832 | Time: 2489.05 ms [2022-03-18 13:15:56 main:574] : INFO : Epoch 1670 | loss: 0.0311789 | val_loss: 0.0311849 | Time: 2191.19 ms [2022-03-18 13:15:59 main:574] : INFO : Epoch 1671 | loss: 0.0311802 | val_loss: 0.0311848 | Time: 2526.93 ms [2022-03-18 13:16:01 main:574] : INFO : Epoch 1672 | loss: 0.0311793 | val_loss: 0.031185 | Time: 2206.9 ms [2022-03-18 13:16:04 main:574] : INFO : Epoch 1673 | loss: 0.0311796 | val_loss: 0.0311829 | Time: 2618.87 ms [2022-03-18 13:16:06 main:574] : INFO : Epoch 1674 | loss: 0.0311789 | val_loss: 0.0311833 | Time: 2164.87 ms [2022-03-18 13:16:08 main:574] : INFO : Epoch 1675 | loss: 0.031178 | val_loss: 0.031183 | Time: 2450.52 ms [2022-03-18 13:16:11 main:574] : INFO : Epoch 1676 | loss: 0.0311791 | val_loss: 0.0311834 | Time: 2142.69 ms [2022-03-18 13:16:13 main:574] : INFO : Epoch 1677 | loss: 0.0311804 | val_loss: 0.0311855 | Time: 2482.21 ms [2022-03-18 13:16:15 main:574] : INFO : Epoch 1678 | loss: 0.0311782 | val_loss: 0.0311829 | Time: 2274.89 ms [2022-03-18 13:16:18 main:574] : INFO : Epoch 1679 | loss: 0.0311778 | val_loss: 0.0311832 | Time: 2462.95 ms [2022-03-18 13:16:20 main:574] : INFO : Epoch 1680 | loss: 0.0311777 | val_loss: 0.0311835 | Time: 2343.13 ms [2022-03-18 13:16:22 main:574] : INFO : Epoch 1681 | loss: 0.0311779 | val_loss: 0.031183 | Time: 2309 ms [2022-03-18 13:16:25 main:574] : INFO : Epoch 1682 | loss: 0.0311786 | val_loss: 0.031183 | Time: 2574.42 ms [2022-03-18 13:16:27 main:574] : INFO : Epoch 1683 | loss: 0.0311779 | val_loss: 0.0311851 | Time: 2306.18 ms [2022-03-18 13:16:30 main:574] : INFO : Epoch 1684 | loss: 0.0311784 | val_loss: 0.0311855 | Time: 2432.92 ms [2022-03-18 13:16:32 main:574] : INFO : Epoch 1685 | loss: 0.0311785 | val_loss: 0.0311838 | Time: 2156.83 ms [2022-03-18 13:16:35 main:574] : INFO : Epoch 1686 | loss: 0.0311786 | val_loss: 0.0311847 | Time: 2736.41 ms [2022-03-18 13:16:37 main:574] : INFO : Epoch 1687 | loss: 0.0311792 | val_loss: 0.0311834 | Time: 2154.95 ms [2022-03-18 13:16:39 main:574] : INFO : Epoch 1688 | loss: 0.0311782 | val_loss: 0.0311837 | Time: 2631.45 ms [2022-03-18 13:16:42 main:574] : INFO : Epoch 1689 | loss: 0.0311785 | val_loss: 0.0311833 | Time: 2179.04 ms [2022-03-18 13:16:44 main:574] : INFO : Epoch 1690 | loss: 0.0311784 | val_loss: 0.0311848 | Time: 2533.79 ms [2022-03-18 13:16:46 main:574] : INFO : Epoch 1691 | loss: 0.0311797 | val_loss: 0.0311841 | Time: 2213.44 ms [2022-03-18 13:16:49 main:574] : INFO : Epoch 1692 | loss: 0.0311775 | val_loss: 0.0311835 | Time: 2407.95 ms [2022-03-18 13:16:51 main:574] : INFO : Epoch 1693 | loss: 0.0311775 | val_loss: 0.0311828 | Time: 2170.56 ms [2022-03-18 13:16:54 main:574] : INFO : Epoch 1694 | loss: 0.0311776 | val_loss: 0.0311847 | Time: 2596.25 ms [2022-03-18 13:16:56 main:574] : INFO : Epoch 1695 | loss: 0.031178 | val_loss: 0.0311826 | Time: 2114.25 ms [2022-03-18 13:16:58 main:574] : INFO : Epoch 1696 | loss: 0.0311776 | val_loss: 0.0311831 | Time: 2501.61 ms [2022-03-18 13:17:01 main:574] : INFO : Epoch 1697 | loss: 0.0311779 | val_loss: 0.0311828 | Time: 2344.28 ms [2022-03-18 13:17:03 main:574] : INFO : Epoch 1698 | loss: 0.0311778 | val_loss: 0.0311836 | Time: 2273.43 ms [2022-03-18 13:17:05 main:574] : INFO : Epoch 1699 | loss: 0.0311778 | val_loss: 0.0311834 | Time: 2356.99 ms [2022-03-18 13:17:07 main:574] : INFO : Epoch 1700 | loss: 0.0311778 | val_loss: 0.0311826 | Time: 2192.27 ms [2022-03-18 13:17:10 main:574] : INFO : Epoch 1701 | loss: 0.0311775 | val_loss: 0.0311846 | Time: 2511.92 ms [2022-03-18 13:17:12 main:574] : INFO : Epoch 1702 | loss: 0.031179 | val_loss: 0.031186 | Time: 2139.12 ms [2022-03-18 13:17:15 main:574] : INFO : Epoch 1703 | loss: 0.0311789 | val_loss: 0.0311844 | Time: 2510.61 ms [2022-03-18 13:17:17 main:574] : INFO : Epoch 1704 | loss: 0.0311791 | val_loss: 0.0311829 | Time: 2170.45 ms [2022-03-18 13:17:19 main:574] : INFO : Epoch 1705 | loss: 0.0311777 | val_loss: 0.0311833 | Time: 2527.99 ms [2022-03-18 13:17:22 main:574] : INFO : Epoch 1706 | loss: 0.0311789 | val_loss: 0.0311863 | Time: 2368.25 ms [2022-03-18 13:17:24 main:574] : INFO : Epoch 1707 | loss: 0.0311796 | val_loss: 0.0311839 | Time: 2745.29 ms [2022-03-18 13:17:27 main:574] : INFO : Epoch 1708 | loss: 0.0311778 | val_loss: 0.0311835 | Time: 2212.11 ms [2022-03-18 13:17:29 main:574] : INFO : Epoch 1709 | loss: 0.0311774 | val_loss: 0.0311829 | Time: 2539.33 ms [2022-03-18 13:17:31 main:574] : INFO : Epoch 1710 | loss: 0.0311773 | val_loss: 0.0311832 | Time: 2106.05 ms [2022-03-18 13:17:34 main:574] : INFO : Epoch 1711 | loss: 0.0311772 | val_loss: 0.0311833 | Time: 2657.56 ms [2022-03-18 13:17:36 main:574] : INFO : Epoch 1712 | loss: 0.0311775 | val_loss: 0.0311833 | Time: 2129.33 ms [2022-03-18 13:17:39 main:574] : INFO : Epoch 1713 | loss: 0.0311776 | val_loss: 0.031183 | Time: 2771.3 ms [2022-03-18 13:17:41 main:574] : INFO : Epoch 1714 | loss: 0.0311775 | val_loss: 0.0311859 | Time: 2121.79 ms [2022-03-18 13:17:43 main:574] : INFO : Epoch 1715 | loss: 0.03118 | val_loss: 0.031183 | Time: 2532.26 ms [2022-03-18 13:17:46 main:574] : INFO : Epoch 1716 | loss: 0.0311811 | val_loss: 0.0311839 | Time: 2195.74 ms [2022-03-18 13:17:48 main:574] : INFO : Epoch 1717 | loss: 0.0311878 | val_loss: 0.0311913 | Time: 2339.2 ms [2022-03-18 13:17:50 main:574] : INFO : Epoch 1718 | loss: 0.0311824 | val_loss: 0.0311847 | Time: 2403.62 ms [2022-03-18 13:17:53 main:574] : INFO : Epoch 1719 | loss: 0.031178 | val_loss: 0.0311845 | Time: 2318.69 ms [2022-03-18 13:17:55 main:574] : INFO : Epoch 1720 | loss: 0.0311788 | val_loss: 0.031183 | Time: 2631.04 ms [2022-03-18 13:17:58 main:574] : INFO : Epoch 1721 | loss: 0.0311786 | val_loss: 0.031183 | Time: 2597.92 ms [2022-03-18 13:18:00 main:574] : INFO : Epoch 1722 | loss: 0.0311785 | val_loss: 0.031183 | Time: 2477.56 ms [2022-03-18 13:18:03 main:574] : INFO : Epoch 1723 | loss: 0.0311783 | val_loss: 0.0311839 | Time: 2377.61 ms [2022-03-18 13:18:05 main:574] : INFO : Epoch 1724 | loss: 0.0311772 | val_loss: 0.0311833 | Time: 2423.1 ms [2022-03-18 13:18:07 main:574] : INFO : Epoch 1725 | loss: 0.0311781 | val_loss: 0.031183 | Time: 2207.13 ms [2022-03-18 13:18:10 main:574] : INFO : Epoch 1726 | loss: 0.0311781 | val_loss: 0.0311889 | Time: 2514.31 ms [2022-03-18 13:18:12 main:574] : INFO : Epoch 1727 | loss: 0.0311796 | val_loss: 0.0311846 | Time: 2011.5 ms [2022-03-18 13:18:15 main:574] : INFO : Epoch 1728 | loss: 0.031178 | val_loss: 0.031184 | Time: 2513.31 ms [2022-03-18 13:18:17 main:574] : INFO : Epoch 1729 | loss: 0.0311771 | val_loss: 0.0311837 | Time: 2238.09 ms [2022-03-18 13:18:19 main:574] : INFO : Epoch 1730 | loss: 0.0311773 | val_loss: 0.0311835 | Time: 2627.05 ms [2022-03-18 13:18:22 main:574] : INFO : Epoch 1731 | loss: 0.0311778 | val_loss: 0.0311832 | Time: 2276.63 ms [2022-03-18 13:18:24 main:574] : INFO : Epoch 1732 | loss: 0.0311779 | val_loss: 0.0311827 | Time: 2564.15 ms [2022-03-18 13:18:26 main:574] : INFO : Epoch 1733 | loss: 0.0311771 | val_loss: 0.0311867 | Time: 2141.62 ms [2022-03-18 13:18:29 main:574] : INFO : Epoch 1734 | loss: 0.0311796 | val_loss: 0.0311874 | Time: 2558.98 ms [2022-03-18 13:18:31 main:574] : INFO : Epoch 1735 | loss: 0.0311787 | val_loss: 0.0311831 | Time: 2150.51 ms [2022-03-18 13:18:34 main:574] : INFO : Epoch 1736 | loss: 0.0311767 | val_loss: 0.0311828 | Time: 2485.97 ms [2022-03-18 13:18:36 main:574] : INFO : Epoch 1737 | loss: 0.0311766 | val_loss: 0.0311833 | Time: 2211.5 ms [2022-03-18 13:18:38 main:574] : INFO : Epoch 1738 | loss: 0.0311764 | val_loss: 0.0311837 | Time: 2584.39 ms [2022-03-18 13:18:41 main:574] : INFO : Epoch 1739 | loss: 0.0311768 | val_loss: 0.0311833 | Time: 2327.74 ms [2022-03-18 13:18:43 main:574] : INFO : Epoch 1740 | loss: 0.0311769 | val_loss: 0.0311843 | Time: 2387.46 ms [2022-03-18 13:18:46 main:574] : INFO : Epoch 1741 | loss: 0.0311779 | val_loss: 0.0311845 | Time: 2369.88 ms [2022-03-18 13:18:48 main:574] : INFO : Epoch 1742 | loss: 0.0311794 | val_loss: 0.0311843 | Time: 2259.45 ms [2022-03-18 13:18:50 main:574] : INFO : Epoch 1743 | loss: 0.0311815 | val_loss: 0.0311856 | Time: 2550.12 ms [2022-03-18 13:18:53 main:574] : INFO : Epoch 1744 | loss: 0.031178 | val_loss: 0.0311827 | Time: 2288.17 ms [2022-03-18 13:18:55 main:574] : INFO : Epoch 1745 | loss: 0.0311772 | val_loss: 0.031183 | Time: 2412.16 ms [2022-03-18 13:18:57 main:574] : INFO : Epoch 1746 | loss: 0.0311772 | val_loss: 0.0311826 | Time: 2225.63 ms [2022-03-18 13:19:00 main:574] : INFO : Epoch 1747 | loss: 0.0311767 | val_loss: 0.0311843 | Time: 2501.14 ms [2022-03-18 13:19:02 main:574] : INFO : Epoch 1748 | loss: 0.0311783 | val_loss: 0.0311861 | Time: 2185.9 ms [2022-03-18 13:19:05 main:574] : INFO : Epoch 1749 | loss: 0.0311792 | val_loss: 0.0311843 | Time: 2576.04 ms [2022-03-18 13:19:07 main:574] : INFO : Epoch 1750 | loss: 0.0311771 | val_loss: 0.0311836 | Time: 2248.25 ms [2022-03-18 13:19:09 main:574] : INFO : Epoch 1751 | loss: 0.0311772 | val_loss: 0.0311833 | Time: 2589.87 ms [2022-03-18 13:19:12 main:574] : INFO : Epoch 1752 | loss: 0.031177 | val_loss: 0.0311827 | Time: 2122.52 ms [2022-03-18 13:19:14 main:574] : INFO : Epoch 1753 | loss: 0.0311769 | val_loss: 0.0311845 | Time: 2503.59 ms [2022-03-18 13:19:16 main:574] : INFO : Epoch 1754 | loss: 0.0311772 | val_loss: 0.0311827 | Time: 2250.22 ms [2022-03-18 13:19:19 main:574] : INFO : Epoch 1755 | loss: 0.0311773 | val_loss: 0.0311833 | Time: 2839.96 ms [2022-03-18 13:19:21 main:574] : INFO : Epoch 1756 | loss: 0.0311766 | val_loss: 0.0311829 | Time: 2108.92 ms [2022-03-18 13:19:24 main:574] : INFO : Epoch 1757 | loss: 0.0311765 | val_loss: 0.0311829 | Time: 2427.91 ms [2022-03-18 13:19:26 main:574] : INFO : Epoch 1758 | loss: 0.0311781 | val_loss: 0.0311839 | Time: 2256.06 ms [2022-03-18 13:19:28 main:574] : INFO : Epoch 1759 | loss: 0.0311773 | val_loss: 0.0311843 | Time: 2313.01 ms [2022-03-18 13:19:31 main:574] : INFO : Epoch 1760 | loss: 0.0311777 | val_loss: 0.0311841 | Time: 2457.12 ms [2022-03-18 13:19:33 main:574] : INFO : Epoch 1761 | loss: 0.0311795 | val_loss: 0.0311876 | Time: 2261.38 ms [2022-03-18 13:19:35 main:574] : INFO : Epoch 1762 | loss: 0.0311801 | val_loss: 0.031185 | Time: 2511.67 ms [2022-03-18 13:19:38 main:574] : INFO : Epoch 1763 | loss: 0.0311771 | val_loss: 0.0311822 | Time: 2161.67 ms [2022-03-18 13:19:40 main:574] : INFO : Epoch 1764 | loss: 0.0311765 | val_loss: 0.0311836 | Time: 2481.32 ms [2022-03-18 13:19:42 main:574] : INFO : Epoch 1765 | loss: 0.0311765 | val_loss: 0.0311834 | Time: 2219.27 ms [2022-03-18 13:19:45 main:574] : INFO : Epoch 1766 | loss: 0.0311771 | val_loss: 0.0311833 | Time: 3010.1 ms [2022-03-18 13:19:48 main:574] : INFO : Epoch 1767 | loss: 0.0311764 | val_loss: 0.0311827 | Time: 2277.97 ms [2022-03-18 13:19:50 main:574] : INFO : Epoch 1768 | loss: 0.0311766 | val_loss: 0.031184 | Time: 2492.3 ms [2022-03-18 13:20:02 main:574] : INFO : Epoch 1769 | loss: 0.0311769 | val_loss: 0.0311826 | Time: 12222.1 ms [2022-03-18 13:20:05 main:574] : INFO : Epoch 1770 | loss: 0.0311771 | val_loss: 0.0311828 | Time: 2404.9 ms [2022-03-18 13:20:07 main:574] : INFO : Epoch 1771 | loss: 0.0311777 | val_loss: 0.0311832 | Time: 2122.64 ms [2022-03-18 13:20:09 main:574] : INFO : Epoch 1772 | loss: 0.0311781 | val_loss: 0.0311852 | Time: 2495.42 ms [2022-03-18 13:20:11 main:574] : INFO : Epoch 1773 | loss: 0.0311771 | val_loss: 0.0311829 | Time: 2044.14 ms [2022-03-18 13:20:14 main:574] : INFO : Epoch 1774 | loss: 0.0311761 | val_loss: 0.031182 | Time: 2527.61 ms [2022-03-18 13:20:16 main:574] : INFO : Epoch 1775 | loss: 0.0311773 | val_loss: 0.031182 | Time: 2162.35 ms [2022-03-18 13:20:18 main:574] : INFO : Epoch 1776 | loss: 0.0311767 | val_loss: 0.031183 | Time: 2306.57 ms [2022-03-18 13:20:21 main:574] : INFO : Epoch 1777 | loss: 0.0311772 | val_loss: 0.031183 | Time: 2386.88 ms [2022-03-18 13:20:23 main:574] : INFO : Epoch 1778 | loss: 0.0311767 | val_loss: 0.0311829 | Time: 2155.79 ms [2022-03-18 13:20:25 main:574] : INFO : Epoch 1779 | loss: 0.0311774 | val_loss: 0.0311885 | Time: 2468.61 ms [2022-03-18 13:20:28 main:574] : INFO : Epoch 1780 | loss: 0.0311791 | val_loss: 0.0311824 | Time: 2192.01 ms [2022-03-18 13:20:30 main:574] : INFO : Epoch 1781 | loss: 0.0311807 | val_loss: 0.0311822 | Time: 2515.9 ms [2022-03-18 13:20:32 main:574] : INFO : Epoch 1782 | loss: 0.0311777 | val_loss: 0.0311831 | Time: 2094.29 ms [2022-03-18 13:20:35 main:574] : INFO : Epoch 1783 | loss: 0.0311771 | val_loss: 0.031185 | Time: 2484.45 ms [2022-03-18 13:20:37 main:574] : INFO : Epoch 1784 | loss: 0.0311781 | val_loss: 0.0311827 | Time: 2090.42 ms [2022-03-18 13:20:39 main:574] : INFO : Epoch 1785 | loss: 0.0311785 | val_loss: 0.0311849 | Time: 2498.44 ms [2022-03-18 13:20:42 main:574] : INFO : Epoch 1786 | loss: 0.031181 | val_loss: 0.0311868 | Time: 2106.64 ms [2022-03-18 13:20:44 main:574] : INFO : Epoch 1787 | loss: 0.0311796 | val_loss: 0.0311834 | Time: 2486.91 ms [2022-03-18 13:20:46 main:574] : INFO : Epoch 1788 | loss: 0.0311767 | val_loss: 0.0311842 | Time: 2198.83 ms [2022-03-18 13:20:49 main:574] : INFO : Epoch 1789 | loss: 0.0311792 | val_loss: 0.0311829 | Time: 2374.47 ms [2022-03-18 13:20:51 main:574] : INFO : Epoch 1790 | loss: 0.0311782 | val_loss: 0.0311827 | Time: 2400.27 ms [2022-03-18 13:20:53 main:574] : INFO : Epoch 1791 | loss: 0.0311768 | val_loss: 0.0311833 | Time: 2250.71 ms [2022-03-18 13:20:56 main:574] : INFO : Epoch 1792 | loss: 0.0311808 | val_loss: 0.0311852 | Time: 2414.59 ms [2022-03-18 13:20:58 main:574] : INFO : Epoch 1793 | loss: 0.0311787 | val_loss: 0.0311843 | Time: 2048.84 ms [2022-03-18 13:21:00 main:574] : INFO : Epoch 1794 | loss: 0.0311758 | val_loss: 0.0311829 | Time: 2562.89 ms [2022-03-18 13:21:02 main:574] : INFO : Epoch 1795 | loss: 0.0311769 | val_loss: 0.0311822 | Time: 2143.51 ms [2022-03-18 13:21:05 main:574] : INFO : Epoch 1796 | loss: 0.0311779 | val_loss: 0.0311828 | Time: 2492.19 ms [2022-03-18 13:21:07 main:574] : INFO : Epoch 1797 | loss: 0.0311771 | val_loss: 0.0311824 | Time: 2206.76 ms [2022-03-18 13:21:10 main:574] : INFO : Epoch 1798 | loss: 0.0311757 | val_loss: 0.0311836 | Time: 2498.87 ms [2022-03-18 13:21:12 main:574] : INFO : Epoch 1799 | loss: 0.0311761 | val_loss: 0.0311822 | Time: 2079.2 ms [2022-03-18 13:21:14 main:574] : INFO : Epoch 1800 | loss: 0.0311761 | val_loss: 0.0311835 | Time: 2507.19 ms [2022-03-18 13:21:16 main:574] : INFO : Epoch 1801 | loss: 0.0311757 | val_loss: 0.031182 | Time: 2209.51 ms [2022-03-18 13:21:19 main:574] : INFO : Epoch 1802 | loss: 0.0311758 | val_loss: 0.0311826 | Time: 2426.85 ms [2022-03-18 13:21:21 main:574] : INFO : Epoch 1803 | loss: 0.0311764 | val_loss: 0.0311905 | Time: 2297.57 ms [2022-03-18 13:21:23 main:574] : INFO : Epoch 1804 | loss: 0.0311767 | val_loss: 0.0311817 | Time: 2309.94 ms [2022-03-18 13:21:26 main:574] : INFO : Epoch 1805 | loss: 0.0311759 | val_loss: 0.0311828 | Time: 2390.33 ms [2022-03-18 13:21:28 main:574] : INFO : Epoch 1806 | loss: 0.0311763 | val_loss: 0.031182 | Time: 2153.96 ms [2022-03-18 13:21:30 main:574] : INFO : Epoch 1807 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 2436.59 ms [2022-03-18 13:21:33 main:574] : INFO : Epoch 1808 | loss: 0.0311762 | val_loss: 0.0311822 | Time: 2103.64 ms [2022-03-18 13:21:35 main:574] : INFO : Epoch 1809 | loss: 0.031176 | val_loss: 0.0311823 | Time: 2457.04 ms [2022-03-18 13:21:37 main:574] : INFO : Epoch 1810 | loss: 0.0311756 | val_loss: 0.031184 | Time: 2167.2 ms [2022-03-18 13:21:40 main:574] : INFO : Epoch 1811 | loss: 0.0311759 | val_loss: 0.0311816 | Time: 2496.95 ms [2022-03-18 13:21:42 main:574] : INFO : Epoch 1812 | loss: 0.0311756 | val_loss: 0.0311819 | Time: 2118.55 ms [2022-03-18 13:21:44 main:574] : INFO : Epoch 1813 | loss: 0.0311753 | val_loss: 0.0311851 | Time: 2447.11 ms [2022-03-18 13:21:47 main:574] : INFO : Epoch 1814 | loss: 0.0311761 | val_loss: 0.0311821 | Time: 2233.22 ms [2022-03-18 13:21:49 main:574] : INFO : Epoch 1815 | loss: 0.0311756 | val_loss: 0.0311826 | Time: 2365.76 ms [2022-03-18 13:21:51 main:574] : INFO : Epoch 1816 | loss: 0.0311754 | val_loss: 0.0311819 | Time: 2292.16 ms [2022-03-18 13:21:54 main:574] : INFO : Epoch 1817 | loss: 0.0311756 | val_loss: 0.0311818 | Time: 2334.2 ms [2022-03-18 13:21:56 main:574] : INFO : Epoch 1818 | loss: 0.0311772 | val_loss: 0.0311821 | Time: 2511.7 ms [2022-03-18 13:21:58 main:574] : INFO : Epoch 1819 | loss: 0.0311759 | val_loss: 0.0311843 | Time: 2276.96 ms [2022-03-18 13:22:01 main:574] : INFO : Epoch 1820 | loss: 0.0311756 | val_loss: 0.0311826 | Time: 2472.57 ms [2022-03-18 13:22:03 main:574] : INFO : Epoch 1821 | loss: 0.0311756 | val_loss: 0.0311826 | Time: 2035.45 ms [2022-03-18 13:22:05 main:574] : INFO : Epoch 1822 | loss: 0.0311759 | val_loss: 0.0311835 | Time: 2468.49 ms [2022-03-18 13:22:07 main:574] : INFO : Epoch 1823 | loss: 0.0311765 | val_loss: 0.0311825 | Time: 2144.1 ms [2022-03-18 13:22:10 main:574] : INFO : Epoch 1824 | loss: 0.0311764 | val_loss: 0.0311822 | Time: 2511.74 ms [2022-03-18 13:22:12 main:574] : INFO : Epoch 1825 | loss: 0.0311758 | val_loss: 0.0311838 | Time: 2113.65 ms [2022-03-18 13:22:15 main:574] : INFO : Epoch 1826 | loss: 0.0311792 | val_loss: 0.0311863 | Time: 2534.39 ms [2022-03-18 13:22:17 main:574] : INFO : Epoch 1827 | loss: 0.0311766 | val_loss: 0.0311832 | Time: 2137.38 ms [2022-03-18 13:22:19 main:574] : INFO : Epoch 1828 | loss: 0.0311771 | val_loss: 0.0311818 | Time: 2401.54 ms [2022-03-18 13:22:21 main:574] : INFO : Epoch 1829 | loss: 0.031177 | val_loss: 0.0311821 | Time: 2259.79 ms [2022-03-18 13:22:24 main:574] : INFO : Epoch 1830 | loss: 0.0311781 | val_loss: 0.0311824 | Time: 2360.49 ms [2022-03-18 13:22:26 main:574] : INFO : Epoch 1831 | loss: 0.0311838 | val_loss: 0.0312024 | Time: 2414.46 ms [2022-03-18 13:22:29 main:574] : INFO : Epoch 1832 | loss: 0.031181 | val_loss: 0.0311854 | Time: 2325.43 ms [2022-03-18 13:22:31 main:574] : INFO : Epoch 1833 | loss: 0.0311783 | val_loss: 0.0311885 | Time: 2479 ms [2022-03-18 13:22:33 main:574] : INFO : Epoch 1834 | loss: 0.0311776 | val_loss: 0.0311844 | Time: 2201.41 ms [2022-03-18 13:22:36 main:574] : INFO : Epoch 1835 | loss: 0.0311752 | val_loss: 0.0311823 | Time: 2518.86 ms [2022-03-18 13:22:38 main:574] : INFO : Epoch 1836 | loss: 0.0311752 | val_loss: 0.0311825 | Time: 2072.72 ms [2022-03-18 13:22:40 main:574] : INFO : Epoch 1837 | loss: 0.0311754 | val_loss: 0.0311827 | Time: 2577.95 ms [2022-03-18 13:22:43 main:574] : INFO : Epoch 1838 | loss: 0.0311752 | val_loss: 0.0311827 | Time: 2120.24 ms [2022-03-18 13:22:45 main:574] : INFO : Epoch 1839 | loss: 0.0311761 | val_loss: 0.0311851 | Time: 2560.02 ms [2022-03-18 13:22:47 main:574] : INFO : Epoch 1840 | loss: 0.0311756 | val_loss: 0.0311823 | Time: 2035.24 ms [2022-03-18 13:22:50 main:574] : INFO : Epoch 1841 | loss: 0.031175 | val_loss: 0.0311821 | Time: 2540.05 ms [2022-03-18 13:22:52 main:574] : INFO : Epoch 1842 | loss: 0.031175 | val_loss: 0.0311833 | Time: 2101.79 ms [2022-03-18 13:22:54 main:574] : INFO : Epoch 1843 | loss: 0.0311774 | val_loss: 0.0311824 | Time: 2381.65 ms [2022-03-18 13:22:57 main:574] : INFO : Epoch 1844 | loss: 0.0311757 | val_loss: 0.0311836 | Time: 2310.35 ms [2022-03-18 13:22:59 main:574] : INFO : Epoch 1845 | loss: 0.031176 | val_loss: 0.031185 | Time: 2193.88 ms [2022-03-18 13:23:01 main:574] : INFO : Epoch 1846 | loss: 0.0311752 | val_loss: 0.031183 | Time: 2524.89 ms [2022-03-18 13:23:03 main:574] : INFO : Epoch 1847 | loss: 0.0311752 | val_loss: 0.0311824 | Time: 2163.92 ms [2022-03-18 13:23:06 main:574] : INFO : Epoch 1848 | loss: 0.031175 | val_loss: 0.0311832 | Time: 2445.18 ms [2022-03-18 13:23:08 main:574] : INFO : Epoch 1849 | loss: 0.0311756 | val_loss: 0.0311824 | Time: 2130.25 ms [2022-03-18 13:23:10 main:574] : INFO : Epoch 1850 | loss: 0.0311758 | val_loss: 0.0311825 | Time: 2405.96 ms [2022-03-18 13:23:13 main:574] : INFO : Epoch 1851 | loss: 0.0311754 | val_loss: 0.0311835 | Time: 2172.67 ms [2022-03-18 13:23:15 main:574] : INFO : Epoch 1852 | loss: 0.0311758 | val_loss: 0.031183 | Time: 2484.77 ms [2022-03-18 13:23:17 main:574] : INFO : Epoch 1853 | loss: 0.0311751 | val_loss: 0.0311818 | Time: 2026.42 ms [2022-03-18 13:23:20 main:574] : INFO : Epoch 1854 | loss: 0.0311753 | val_loss: 0.0311828 | Time: 2455.55 ms [2022-03-18 13:23:22 main:574] : INFO : Epoch 1855 | loss: 0.0311751 | val_loss: 0.0311837 | Time: 2253.12 ms [2022-03-18 13:23:24 main:574] : INFO : Epoch 1856 | loss: 0.0311768 | val_loss: 0.0311833 | Time: 2416.51 ms [2022-03-18 13:23:27 main:574] : INFO : Epoch 1857 | loss: 0.0311755 | val_loss: 0.0311818 | Time: 2391.8 ms [2022-03-18 13:23:29 main:574] : INFO : Epoch 1858 | loss: 0.0311752 | val_loss: 0.0311846 | Time: 2344.96 ms [2022-03-18 13:23:31 main:574] : INFO : Epoch 1859 | loss: 0.0311758 | val_loss: 0.0311822 | Time: 2397.35 ms [2022-03-18 13:23:34 main:574] : INFO : Epoch 1860 | loss: 0.0311764 | val_loss: 0.0311832 | Time: 2243.62 ms [2022-03-18 13:23:36 main:574] : INFO : Epoch 1861 | loss: 0.0311756 | val_loss: 0.031184 | Time: 2572.26 ms [2022-03-18 13:23:38 main:574] : INFO : Epoch 1862 | loss: 0.0311751 | val_loss: 0.0311822 | Time: 2089.57 ms [2022-03-18 13:23:41 main:574] : INFO : Epoch 1863 | loss: 0.0311746 | val_loss: 0.0311835 | Time: 2535.97 ms [2022-03-18 13:23:43 main:574] : INFO : Epoch 1864 | loss: 0.0311752 | val_loss: 0.0311817 | Time: 2224.35 ms [2022-03-18 13:23:46 main:574] : INFO : Epoch 1865 | loss: 0.0311748 | val_loss: 0.0311825 | Time: 2546.96 ms [2022-03-18 13:23:48 main:574] : INFO : Epoch 1866 | loss: 0.0311747 | val_loss: 0.0311831 | Time: 2177.3 ms [2022-03-18 13:23:50 main:574] : INFO : Epoch 1867 | loss: 0.031175 | val_loss: 0.0311828 | Time: 2591.69 ms [2022-03-18 13:23:52 main:574] : INFO : Epoch 1868 | loss: 0.0311762 | val_loss: 0.0311822 | Time: 2057.04 ms [2022-03-18 13:23:55 main:574] : INFO : Epoch 1869 | loss: 0.0311761 | val_loss: 0.0311865 | Time: 2573.24 ms [2022-03-18 13:23:57 main:574] : INFO : Epoch 1870 | loss: 0.0311759 | val_loss: 0.0311827 | Time: 2097.73 ms [2022-03-18 13:23:59 main:574] : INFO : Epoch 1871 | loss: 0.0311754 | val_loss: 0.0311819 | Time: 2333.28 ms [2022-03-18 13:24:02 main:574] : INFO : Epoch 1872 | loss: 0.0311748 | val_loss: 0.0311822 | Time: 2268.65 ms [2022-03-18 13:24:04 main:574] : INFO : Epoch 1873 | loss: 0.0311775 | val_loss: 0.0311823 | Time: 2356.05 ms [2022-03-18 13:24:07 main:574] : INFO : Epoch 1874 | loss: 0.0311773 | val_loss: 0.0311815 | Time: 2475.25 ms [2022-03-18 13:24:09 main:574] : INFO : Epoch 1875 | loss: 0.031175 | val_loss: 0.0311818 | Time: 2189.75 ms [2022-03-18 13:24:11 main:574] : INFO : Epoch 1876 | loss: 0.0311752 | val_loss: 0.0311817 | Time: 2489.5 ms [2022-03-18 13:24:13 main:574] : INFO : Epoch 1877 | loss: 0.0311754 | val_loss: 0.0311817 | Time: 2059.24 ms [2022-03-18 13:24:16 main:574] : INFO : Epoch 1878 | loss: 0.0311751 | val_loss: 0.0311821 | Time: 2598.85 ms [2022-03-18 13:24:18 main:574] : INFO : Epoch 1879 | loss: 0.0311771 | val_loss: 0.0311864 | Time: 2189.49 ms [2022-03-18 13:24:21 main:574] : INFO : Epoch 1880 | loss: 0.0311761 | val_loss: 0.0311825 | Time: 2452.83 ms [2022-03-18 13:24:23 main:574] : INFO : Epoch 1881 | loss: 0.0311752 | val_loss: 0.0311826 | Time: 2157.35 ms [2022-03-18 13:24:25 main:574] : INFO : Epoch 1882 | loss: 0.0311758 | val_loss: 0.0311816 | Time: 2562.17 ms [2022-03-18 13:24:27 main:574] : INFO : Epoch 1883 | loss: 0.0311752 | val_loss: 0.031184 | Time: 2119.75 ms [2022-03-18 13:24:30 main:574] : INFO : Epoch 1884 | loss: 0.0311754 | val_loss: 0.0311818 | Time: 2891.32 ms [2022-03-18 13:24:32 main:574] : INFO : Epoch 1885 | loss: 0.0311755 | val_loss: 0.0311839 | Time: 2088.2 ms [2022-03-18 13:24:35 main:574] : INFO : Epoch 1886 | loss: 0.0311767 | val_loss: 0.0311815 | Time: 2480.75 ms [2022-03-18 13:24:37 main:574] : INFO : Epoch 1887 | loss: 0.0311754 | val_loss: 0.0311858 | Time: 2162.33 ms [2022-03-18 13:24:39 main:574] : INFO : Epoch 1888 | loss: 0.0311767 | val_loss: 0.0311837 | Time: 2329.11 ms [2022-03-18 13:24:42 main:574] : INFO : Epoch 1889 | loss: 0.0311755 | val_loss: 0.0311816 | Time: 2353.67 ms [2022-03-18 13:24:44 main:574] : INFO : Epoch 1890 | loss: 0.0311755 | val_loss: 0.031182 | Time: 2242.2 ms [2022-03-18 13:24:46 main:574] : INFO : Epoch 1891 | loss: 0.0311787 | val_loss: 0.0311858 | Time: 2456.21 ms [2022-03-18 13:24:49 main:574] : INFO : Epoch 1892 | loss: 0.0311803 | val_loss: 0.0311882 | Time: 2059.68 ms [2022-03-18 13:24:51 main:574] : INFO : Epoch 1893 | loss: 0.0317836 | val_loss: 0.0450719 | Time: 2586.95 ms [2022-03-18 13:24:53 main:574] : INFO : Epoch 1894 | loss: 0.0354278 | val_loss: 0.0321473 | Time: 2230.51 ms [2022-03-18 13:24:56 main:574] : INFO : Epoch 1895 | loss: 0.0316374 | val_loss: 0.031374 | Time: 2427.28 ms [2022-03-18 13:24:58 main:574] : INFO : Epoch 1896 | loss: 0.0312652 | val_loss: 0.0312227 | Time: 2128.14 ms [2022-03-18 13:25:00 main:574] : INFO : Epoch 1897 | loss: 0.031199 | val_loss: 0.0311977 | Time: 2513.34 ms [2022-03-18 13:25:03 main:574] : INFO : Epoch 1898 | loss: 0.0311829 | val_loss: 0.0311855 | Time: 2148.05 ms [2022-03-18 13:25:05 main:574] : INFO : Epoch 1899 | loss: 0.03118 | val_loss: 0.0311841 | Time: 2401.13 ms [2022-03-18 13:25:07 main:574] : INFO : Epoch 1900 | loss: 0.0311795 | val_loss: 0.0311842 | Time: 2187.19 ms [2022-03-18 13:25:10 main:574] : INFO : Epoch 1901 | loss: 0.0311786 | val_loss: 0.0311844 | Time: 2332.76 ms [2022-03-18 13:25:12 main:574] : INFO : Epoch 1902 | loss: 0.031178 | val_loss: 0.0311831 | Time: 2341.09 ms [2022-03-18 13:25:14 main:574] : INFO : Epoch 1903 | loss: 0.031178 | val_loss: 0.0311829 | Time: 2175.43 ms [2022-03-18 13:25:17 main:574] : INFO : Epoch 1904 | loss: 0.0311781 | val_loss: 0.031183 | Time: 2548.15 ms [2022-03-18 13:25:19 main:574] : INFO : Epoch 1905 | loss: 0.0311773 | val_loss: 0.0311826 | Time: 2136.06 ms [2022-03-18 13:25:21 main:574] : INFO : Epoch 1906 | loss: 0.0311775 | val_loss: 0.0311837 | Time: 2580.01 ms [2022-03-18 13:25:23 main:574] : INFO : Epoch 1907 | loss: 0.0311777 | val_loss: 0.0311825 | Time: 2096.86 ms [2022-03-18 13:25:26 main:574] : INFO : Epoch 1908 | loss: 0.0311781 | val_loss: 0.0311845 | Time: 2416.03 ms [2022-03-18 13:25:28 main:574] : INFO : Epoch 1909 | loss: 0.031177 | val_loss: 0.0311823 | Time: 2282.73 ms [2022-03-18 13:25:31 main:574] : INFO : Epoch 1910 | loss: 0.0311767 | val_loss: 0.0311824 | Time: 2461.46 ms [2022-03-18 13:25:33 main:574] : INFO : Epoch 1911 | loss: 0.0311764 | val_loss: 0.0311822 | Time: 2001.69 ms [2022-03-18 13:25:35 main:574] : INFO : Epoch 1912 | loss: 0.0311768 | val_loss: 0.0311839 | Time: 2496.94 ms [2022-03-18 13:25:37 main:574] : INFO : Epoch 1913 | loss: 0.0311764 | val_loss: 0.0311828 | Time: 2130.52 ms [2022-03-18 13:25:40 main:574] : INFO : Epoch 1914 | loss: 0.0311759 | val_loss: 0.0311825 | Time: 2383.42 ms [2022-03-18 13:25:42 main:574] : INFO : Epoch 1915 | loss: 0.0311765 | val_loss: 0.0311827 | Time: 2254.99 ms [2022-03-18 13:25:44 main:574] : INFO : Epoch 1916 | loss: 0.0311764 | val_loss: 0.0311838 | Time: 2244.78 ms [2022-03-18 13:25:47 main:574] : INFO : Epoch 1917 | loss: 0.0311764 | val_loss: 0.0311825 | Time: 2477.26 ms [2022-03-18 13:25:49 main:574] : INFO : Epoch 1918 | loss: 0.0311754 | val_loss: 0.0311818 | Time: 2116.14 ms [2022-03-18 13:25:51 main:574] : INFO : Epoch 1919 | loss: 0.0311754 | val_loss: 0.0311816 | Time: 2493.96 ms [2022-03-18 13:25:53 main:574] : INFO : Epoch 1920 | loss: 0.031175 | val_loss: 0.031182 | Time: 2186.62 ms [2022-03-18 13:25:56 main:574] : INFO : Epoch 1921 | loss: 0.0311751 | val_loss: 0.0311816 | Time: 2532.23 ms [2022-03-18 13:25:58 main:574] : INFO : Epoch 1922 | loss: 0.031176 | val_loss: 0.0311843 | Time: 2064.27 ms [2022-03-18 13:26:01 main:574] : INFO : Epoch 1923 | loss: 0.0311765 | val_loss: 0.031182 | Time: 2639.37 ms [2022-03-18 13:26:03 main:574] : INFO : Epoch 1924 | loss: 0.0311758 | val_loss: 0.0311821 | Time: 2003.15 ms [2022-03-18 13:26:06 main:574] : INFO : Epoch 1925 | loss: 0.0311762 | val_loss: 0.0311839 | Time: 2868.48 ms [2022-03-18 13:26:08 main:574] : INFO : Epoch 1926 | loss: 0.0311757 | val_loss: 0.0311818 | Time: 2035.74 ms [2022-03-18 13:26:11 main:574] : INFO : Epoch 1927 | loss: 0.0311751 | val_loss: 0.0311817 | Time: 2919.17 ms [2022-03-18 13:26:13 main:574] : INFO : Epoch 1928 | loss: 0.0311753 | val_loss: 0.0311822 | Time: 2146.37 ms [2022-03-18 13:26:15 main:574] : INFO : Epoch 1929 | loss: 0.0311753 | val_loss: 0.0311825 | Time: 2486.09 ms [2022-03-18 13:26:17 main:574] : INFO : Epoch 1930 | loss: 0.0311749 | val_loss: 0.0311815 | Time: 2223.13 ms [2022-03-18 13:26:20 main:574] : INFO : Epoch 1931 | loss: 0.0311746 | val_loss: 0.0311816 | Time: 2357.99 ms [2022-03-18 13:26:22 main:574] : INFO : Epoch 1932 | loss: 0.031175 | val_loss: 0.031182 | Time: 2383.74 ms [2022-03-18 13:26:25 main:574] : INFO : Epoch 1933 | loss: 0.0311752 | val_loss: 0.0311835 | Time: 2491.5 ms [2022-03-18 13:26:27 main:574] : INFO : Epoch 1934 | loss: 0.0311751 | val_loss: 0.0311816 | Time: 2441.62 ms [2022-03-18 13:26:29 main:574] : INFO : Epoch 1935 | loss: 0.0311747 | val_loss: 0.0311814 | Time: 2332.41 ms [2022-03-18 13:26:32 main:574] : INFO : Epoch 1936 | loss: 0.0311746 | val_loss: 0.0311827 | Time: 2434.66 ms [2022-03-18 13:26:34 main:574] : INFO : Epoch 1937 | loss: 0.0311749 | val_loss: 0.0311826 | Time: 2131.95 ms [2022-03-18 13:26:36 main:574] : INFO : Epoch 1938 | loss: 0.0311747 | val_loss: 0.031181 | Time: 2454.54 ms [2022-03-18 13:26:38 main:574] : INFO : Epoch 1939 | loss: 0.0311748 | val_loss: 0.0311842 | Time: 1994.55 ms [2022-03-18 13:26:41 main:574] : INFO : Epoch 1940 | loss: 0.0311757 | val_loss: 0.0311811 | Time: 2514.39 ms [2022-03-18 13:26:43 main:574] : INFO : Epoch 1941 | loss: 0.0311745 | val_loss: 0.0311822 | Time: 2115.2 ms [2022-03-18 13:26:46 main:574] : INFO : Epoch 1942 | loss: 0.0311749 | val_loss: 0.0311815 | Time: 2585.82 ms [2022-03-18 13:26:48 main:574] : INFO : Epoch 1943 | loss: 0.0311744 | val_loss: 0.031181 | Time: 1996.15 ms [2022-03-18 13:26:50 main:574] : INFO : Epoch 1944 | loss: 0.0311747 | val_loss: 0.0311837 | Time: 2514.21 ms [2022-03-18 13:26:52 main:574] : INFO : Epoch 1945 | loss: 0.0311756 | val_loss: 0.0311817 | Time: 2251.44 ms [2022-03-18 13:26:55 main:574] : INFO : Epoch 1946 | loss: 0.0311759 | val_loss: 0.0311818 | Time: 2663.6 ms [2022-03-18 13:26:57 main:574] : INFO : Epoch 1947 | loss: 0.0311748 | val_loss: 0.0311812 | Time: 2306.23 ms [2022-03-18 13:27:00 main:574] : INFO : Epoch 1948 | loss: 0.0311745 | val_loss: 0.0311817 | Time: 2511.14 ms [2022-03-18 13:27:02 main:574] : INFO : Epoch 1949 | loss: 0.0311756 | val_loss: 0.0311812 | Time: 2333.87 ms [2022-03-18 13:27:05 main:574] : INFO : Epoch 1950 | loss: 0.0311741 | val_loss: 0.0311812 | Time: 2433.16 ms [2022-03-18 13:27:07 main:574] : INFO : Epoch 1951 | loss: 0.0311747 | val_loss: 0.0311808 | Time: 2450.9 ms [2022-03-18 13:27:09 main:574] : INFO : Epoch 1952 | loss: 0.0311765 | val_loss: 0.0311827 | Time: 2322.14 ms [2022-03-18 13:27:12 main:574] : INFO : Epoch 1953 | loss: 0.0311763 | val_loss: 0.0311806 | Time: 2557.35 ms [2022-03-18 13:27:14 main:574] : INFO : Epoch 1954 | loss: 0.0311746 | val_loss: 0.0311854 | Time: 2307.69 ms [2022-03-18 13:27:17 main:574] : INFO : Epoch 1955 | loss: 0.0311763 | val_loss: 0.0311805 | Time: 2908.16 ms [2022-03-18 13:27:20 main:574] : INFO : Epoch 1956 | loss: 0.0311735 | val_loss: 0.0311813 | Time: 2416.99 ms [2022-03-18 13:27:22 main:574] : INFO : Epoch 1957 | loss: 0.0311743 | val_loss: 0.0311804 | Time: 2376.63 ms [2022-03-18 13:27:24 main:574] : INFO : Epoch 1958 | loss: 0.0311743 | val_loss: 0.0311823 | Time: 2190.54 ms [2022-03-18 13:27:27 main:574] : INFO : Epoch 1959 | loss: 0.031174 | val_loss: 0.0311804 | Time: 2525.45 ms [2022-03-18 13:27:29 main:574] : INFO : Epoch 1960 | loss: 0.0311733 | val_loss: 0.0311809 | Time: 2190.27 ms [2022-03-18 13:27:32 main:574] : INFO : Epoch 1961 | loss: 0.0311734 | val_loss: 0.0311819 | Time: 2575.91 ms [2022-03-18 13:27:34 main:574] : INFO : Epoch 1962 | loss: 0.0311754 | val_loss: 0.0311839 | Time: 2118.47 ms [2022-03-18 13:27:36 main:574] : INFO : Epoch 1963 | loss: 0.0311739 | val_loss: 0.0311816 | Time: 2427.81 ms [2022-03-18 13:27:38 main:574] : INFO : Epoch 1964 | loss: 0.0311738 | val_loss: 0.0311806 | Time: 2104.47 ms [2022-03-18 13:27:41 main:574] : INFO : Epoch 1965 | loss: 0.0311733 | val_loss: 0.0311833 | Time: 2682.65 ms [2022-03-18 13:27:43 main:574] : INFO : Epoch 1966 | loss: 0.0311746 | val_loss: 0.0311817 | Time: 1972.89 ms [2022-03-18 13:27:45 main:574] : INFO : Epoch 1967 | loss: 0.0311741 | val_loss: 0.031181 | Time: 2515.11 ms [2022-03-18 13:27:48 main:574] : INFO : Epoch 1968 | loss: 0.0311738 | val_loss: 0.0311805 | Time: 2198.84 ms [2022-03-18 13:27:50 main:574] : INFO : Epoch 1969 | loss: 0.0311734 | val_loss: 0.0311819 | Time: 2420.8 ms [2022-03-18 13:27:52 main:574] : INFO : Epoch 1970 | loss: 0.0311743 | val_loss: 0.0311815 | Time: 2322.66 ms [2022-03-18 13:27:55 main:574] : INFO : Epoch 1971 | loss: 0.0311736 | val_loss: 0.0311837 | Time: 2381.23 ms [2022-03-18 13:27:57 main:574] : INFO : Epoch 1972 | loss: 0.0311739 | val_loss: 0.0311818 | Time: 2491.63 ms [2022-03-18 13:27:59 main:574] : INFO : Epoch 1973 | loss: 0.0311735 | val_loss: 0.0311822 | Time: 2198.35 ms [2022-03-18 13:28:02 main:574] : INFO : Epoch 1974 | loss: 0.0311746 | val_loss: 0.0311807 | Time: 2509.96 ms [2022-03-18 13:28:04 main:574] : INFO : Epoch 1975 | loss: 0.0311758 | val_loss: 0.0311808 | Time: 2069 ms [2022-03-18 13:28:07 main:574] : INFO : Epoch 1976 | loss: 0.0311747 | val_loss: 0.0311834 | Time: 2519.71 ms [2022-03-18 13:28:09 main:574] : INFO : Epoch 1977 | loss: 0.0311754 | val_loss: 0.031181 | Time: 2097.17 ms [2022-03-18 13:28:11 main:574] : INFO : Epoch 1978 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 2538.56 ms [2022-03-18 13:28:13 main:574] : INFO : Epoch 1979 | loss: 0.0311731 | val_loss: 0.0311812 | Time: 2055.68 ms [2022-03-18 13:28:16 main:574] : INFO : Epoch 1980 | loss: 0.0311736 | val_loss: 0.0311817 | Time: 2406.02 ms [2022-03-18 13:28:18 main:574] : INFO : Epoch 1981 | loss: 0.0311741 | val_loss: 0.0311819 | Time: 2163.91 ms [2022-03-18 13:28:20 main:574] : INFO : Epoch 1982 | loss: 0.031173 | val_loss: 0.0311798 | Time: 2480.88 ms [2022-03-18 13:28:23 main:574] : INFO : Epoch 1983 | loss: 0.0311738 | val_loss: 0.0311805 | Time: 2277.36 ms [2022-03-18 13:28:25 main:574] : INFO : Epoch 1984 | loss: 0.0311736 | val_loss: 0.0311798 | Time: 2320.96 ms [2022-03-18 13:28:27 main:574] : INFO : Epoch 1985 | loss: 0.0311725 | val_loss: 0.0311812 | Time: 2355.99 ms [2022-03-18 13:28:30 main:574] : INFO : Epoch 1986 | loss: 0.0311725 | val_loss: 0.0311803 | Time: 2339.75 ms [2022-03-18 13:28:32 main:574] : INFO : Epoch 1987 | loss: 0.0311725 | val_loss: 0.0311798 | Time: 2600.74 ms [2022-03-18 13:28:34 main:574] : INFO : Epoch 1988 | loss: 0.0311728 | val_loss: 0.03118 | Time: 2138.29 ms [2022-03-18 13:28:37 main:574] : INFO : Epoch 1989 | loss: 0.0311732 | val_loss: 0.0311822 | Time: 2393.1 ms [2022-03-18 13:28:39 main:574] : INFO : Epoch 1990 | loss: 0.0311741 | val_loss: 0.0311801 | Time: 2164.52 ms [2022-03-18 13:28:41 main:574] : INFO : Epoch 1991 | loss: 0.0311734 | val_loss: 0.0311797 | Time: 2528.67 ms [2022-03-18 13:28:44 main:574] : INFO : Epoch 1992 | loss: 0.0311731 | val_loss: 0.0311805 | Time: 2091.3 ms [2022-03-18 13:28:46 main:574] : INFO : Epoch 1993 | loss: 0.0311742 | val_loss: 0.0311804 | Time: 2551.19 ms [2022-03-18 13:28:48 main:574] : INFO : Epoch 1994 | loss: 0.031174 | val_loss: 0.0311803 | Time: 2033.64 ms [2022-03-18 13:28:51 main:574] : INFO : Epoch 1995 | loss: 0.031173 | val_loss: 0.0311813 | Time: 2727.94 ms [2022-03-18 13:28:53 main:574] : INFO : Epoch 1996 | loss: 0.0311741 | val_loss: 0.0311823 | Time: 2070.08 ms [2022-03-18 13:28:55 main:574] : INFO : Epoch 1997 | loss: 0.0311743 | val_loss: 0.031184 | Time: 2311.28 ms [2022-03-18 13:28:58 main:574] : INFO : Epoch 1998 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 2272.17 ms [2022-03-18 13:29:00 main:574] : INFO : Epoch 1999 | loss: 0.0311726 | val_loss: 0.0311831 | Time: 2298.4 ms [2022-03-18 13:29:02 main:574] : INFO : Epoch 2000 | loss: 0.0311749 | val_loss: 0.0311835 | Time: 2407.68 ms [2022-03-18 13:29:04 main:574] : INFO : Epoch 2001 | loss: 0.0311745 | val_loss: 0.0311808 | Time: 2151.43 ms [2022-03-18 13:29:07 main:574] : INFO : Epoch 2002 | loss: 0.0311728 | val_loss: 0.0311809 | Time: 2431.03 ms [2022-03-18 13:29:09 main:574] : INFO : Epoch 2003 | loss: 0.0311726 | val_loss: 0.0311812 | Time: 2184.54 ms [2022-03-18 13:29:12 main:574] : INFO : Epoch 2004 | loss: 0.0311724 | val_loss: 0.0311811 | Time: 2532.53 ms [2022-03-18 13:29:14 main:574] : INFO : Epoch 2005 | loss: 0.0311727 | val_loss: 0.0311816 | Time: 2171.47 ms [2022-03-18 13:29:16 main:574] : INFO : Epoch 2006 | loss: 0.0311733 | val_loss: 0.0311822 | Time: 2428.64 ms [2022-03-18 13:29:18 main:574] : INFO : Epoch 2007 | loss: 0.0311738 | val_loss: 0.0311843 | Time: 2161.82 ms [2022-03-18 13:29:21 main:574] : INFO : Epoch 2008 | loss: 0.031174 | val_loss: 0.0311822 | Time: 2539.23 ms [2022-03-18 13:29:23 main:574] : INFO : Epoch 2009 | loss: 0.0311732 | val_loss: 0.031181 | Time: 2126.62 ms [2022-03-18 13:29:26 main:574] : INFO : Epoch 2010 | loss: 0.0311733 | val_loss: 0.0311799 | Time: 2571.76 ms [2022-03-18 13:29:28 main:574] : INFO : Epoch 2011 | loss: 0.0311742 | val_loss: 0.0311855 | Time: 2265.92 ms [2022-03-18 13:29:30 main:574] : INFO : Epoch 2012 | loss: 0.0311739 | val_loss: 0.0311816 | Time: 2353.36 ms [2022-03-18 13:29:33 main:574] : INFO : Epoch 2013 | loss: 0.0311736 | val_loss: 0.0311839 | Time: 2386.12 ms [2022-03-18 13:29:35 main:574] : INFO : Epoch 2014 | loss: 0.031174 | val_loss: 0.0311815 | Time: 2171.51 ms [2022-03-18 13:29:37 main:574] : INFO : Epoch 2015 | loss: 0.031172 | val_loss: 0.0311799 | Time: 2522.92 ms [2022-03-18 13:29:39 main:574] : INFO : Epoch 2016 | loss: 0.031172 | val_loss: 0.0311803 | Time: 2132.48 ms [2022-03-18 13:29:42 main:574] : INFO : Epoch 2017 | loss: 0.0311717 | val_loss: 0.0311802 | Time: 2402.57 ms [2022-03-18 13:29:44 main:574] : INFO : Epoch 2018 | loss: 0.0311736 | val_loss: 0.0311823 | Time: 2067.83 ms [2022-03-18 13:29:47 main:574] : INFO : Epoch 2019 | loss: 0.0311726 | val_loss: 0.0311821 | Time: 2533.1 ms [2022-03-18 13:29:49 main:574] : INFO : Epoch 2020 | loss: 0.0311718 | val_loss: 0.0311808 | Time: 2164.59 ms [2022-03-18 13:29:51 main:574] : INFO : Epoch 2021 | loss: 0.0311713 | val_loss: 0.0311805 | Time: 2439.51 ms [2022-03-18 13:29:53 main:574] : INFO : Epoch 2022 | loss: 0.0311717 | val_loss: 0.0311796 | Time: 2134 ms [2022-03-18 13:29:56 main:574] : INFO : Epoch 2023 | loss: 0.0311715 | val_loss: 0.0311823 | Time: 2396.25 ms [2022-03-18 13:29:58 main:574] : INFO : Epoch 2024 | loss: 0.0311737 | val_loss: 0.0311805 | Time: 2255.31 ms [2022-03-18 13:30:00 main:574] : INFO : Epoch 2025 | loss: 0.0311712 | val_loss: 0.0311795 | Time: 2357.93 ms [2022-03-18 13:30:03 main:574] : INFO : Epoch 2026 | loss: 0.0311717 | val_loss: 0.031181 | Time: 2404.58 ms [2022-03-18 13:30:05 main:574] : INFO : Epoch 2027 | loss: 0.0311722 | val_loss: 0.0311831 | Time: 2124.55 ms [2022-03-18 13:30:07 main:574] : INFO : Epoch 2028 | loss: 0.0311723 | val_loss: 0.0311814 | Time: 2585.47 ms [2022-03-18 13:30:10 main:574] : INFO : Epoch 2029 | loss: 0.031174 | val_loss: 0.031185 | Time: 2138.96 ms [2022-03-18 13:30:12 main:574] : INFO : Epoch 2030 | loss: 0.0311741 | val_loss: 0.0311865 | Time: 2467.26 ms [2022-03-18 13:30:14 main:574] : INFO : Epoch 2031 | loss: 0.0311727 | val_loss: 0.0311808 | Time: 2197.3 ms [2022-03-18 13:30:17 main:574] : INFO : Epoch 2032 | loss: 0.0311744 | val_loss: 0.0311824 | Time: 2494.34 ms [2022-03-18 13:30:19 main:574] : INFO : Epoch 2033 | loss: 0.0311734 | val_loss: 0.0311813 | Time: 2115.19 ms [2022-03-18 13:30:21 main:574] : INFO : Epoch 2034 | loss: 0.0311716 | val_loss: 0.0311802 | Time: 2497.45 ms [2022-03-18 13:30:23 main:574] : INFO : Epoch 2035 | loss: 0.0311707 | val_loss: 0.0311799 | Time: 2093.32 ms [2022-03-18 13:30:26 main:574] : INFO : Epoch 2036 | loss: 0.0311714 | val_loss: 0.0311795 | Time: 2418.64 ms [2022-03-18 13:30:28 main:574] : INFO : Epoch 2037 | loss: 0.0311722 | val_loss: 0.0311799 | Time: 2288.02 ms [2022-03-18 13:30:31 main:574] : INFO : Epoch 2038 | loss: 0.0311717 | val_loss: 0.03118 | Time: 2430.47 ms [2022-03-18 13:30:33 main:574] : INFO : Epoch 2039 | loss: 0.0311725 | val_loss: 0.0311798 | Time: 2302.18 ms [2022-03-18 13:30:35 main:574] : INFO : Epoch 2040 | loss: 0.0311721 | val_loss: 0.0311811 | Time: 2369.92 ms [2022-03-18 13:30:38 main:574] : INFO : Epoch 2041 | loss: 0.0311716 | val_loss: 0.0311796 | Time: 2428.75 ms [2022-03-18 13:30:40 main:574] : INFO : Epoch 2042 | loss: 0.0311712 | val_loss: 0.0311798 | Time: 2168.32 ms [2022-03-18 13:30:42 main:574] : INFO : Epoch 2043 | loss: 0.0311717 | val_loss: 0.03118 | Time: 2473.05 ms [2022-03-18 13:30:45 main:574] : INFO : Epoch 2044 | loss: 0.0311708 | val_loss: 0.0311792 | Time: 2192.13 ms [2022-03-18 13:30:47 main:574] : INFO : Epoch 2045 | loss: 0.0311708 | val_loss: 0.0311801 | Time: 2569.12 ms [2022-03-18 13:30:49 main:574] : INFO : Epoch 2046 | loss: 0.0311709 | val_loss: 0.0311802 | Time: 2097.74 ms [2022-03-18 13:30:52 main:574] : INFO : Epoch 2047 | loss: 0.0311716 | val_loss: 0.0311835 | Time: 2621.74 ms [2022-03-18 13:30:54 main:574] : INFO : Epoch 2048 | loss: 0.0311727 | val_loss: 0.0311866 | Time: 2058.68 ms [2022-03-18 13:30:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311866 [2022-03-18 13:30:54 main:603] : INFO : Saving end state to config to file [2022-03-18 13:30:54 main:608] : INFO : Success, exiting.. 13:30:54 (13964): 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)