Task 5608555
| Name | ParityMachine-1624574128-17624-3_0 |
| Workunit | 3450446 |
| Created | 4 Jul 2021, 12:42:59 UTC |
| Sent | 6 Jul 2021, 1:58:10 UTC |
| Report deadline | 13 Jul 2021, 1:58:10 UTC |
| Received | 6 Jul 2021, 4:37:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11375 |
| Run time | 1 hours 17 min 43 sec |
| CPU time | 1 hours 16 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,184.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.37 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: 0.0311886 | val_loss: 0.0311989 | Time: 2361.21 ms
[2021-07-05 23:16:06 main:574] : INFO : Epoch 1543 | loss: 0.0311865 | val_loss: 0.0311898 | Time: 2394.4 ms
[2021-07-05 23:16:08 main:574] : INFO : Epoch 1544 | loss: 0.0311843 | val_loss: 0.0311937 | Time: 2430.31 ms
[2021-07-05 23:16:11 main:574] : INFO : Epoch 1545 | loss: 0.0311829 | val_loss: 0.0311889 | Time: 2453.55 ms
[2021-07-05 23:16:13 main:574] : INFO : Epoch 1546 | loss: 0.0311833 | val_loss: 0.0311889 | Time: 2454.54 ms
[2021-07-05 23:16:16 main:574] : INFO : Epoch 1547 | loss: 0.0311823 | val_loss: 0.0311898 | Time: 2396.27 ms
[2021-07-05 23:16:18 main:574] : INFO : Epoch 1548 | loss: 0.0311808 | val_loss: 0.0311922 | Time: 2375.15 ms
[2021-07-05 23:16:20 main:574] : INFO : Epoch 1549 | loss: 0.0311825 | val_loss: 0.0311921 | Time: 2468.21 ms
[2021-07-05 23:16:23 main:574] : INFO : Epoch 1550 | loss: 0.031181 | val_loss: 0.0311894 | Time: 2440.84 ms
[2021-07-05 23:16:25 main:574] : INFO : Epoch 1551 | loss: 0.0311804 | val_loss: 0.0311878 | Time: 2411.36 ms
[2021-07-05 23:16:28 main:574] : INFO : Epoch 1552 | loss: 0.0311846 | val_loss: 0.0311894 | Time: 2772.88 ms
[2021-07-05 23:16:31 main:574] : INFO : Epoch 1553 | loss: 0.0311821 | val_loss: 0.0311878 | Time: 2458.8 ms
[2021-07-05 23:16:33 main:574] : INFO : Epoch 1554 | loss: 0.0311818 | val_loss: 0.0311926 | Time: 2539.47 ms
[2021-07-05 23:16:36 main:574] : INFO : Epoch 1555 | loss: 0.0311846 | val_loss: 0.0311917 | Time: 2389.97 ms
[2021-07-05 23:16:38 main:574] : INFO : Epoch 1556 | loss: 0.0311841 | val_loss: 0.03119 | Time: 2296.75 ms
[2021-07-05 23:16:40 main:574] : INFO : Epoch 1557 | loss: 0.0311856 | val_loss: 0.0311912 | Time: 2337.38 ms
[2021-07-05 23:16:43 main:574] : INFO : Epoch 1558 | loss: 0.0311847 | val_loss: 0.0311939 | Time: 2347.43 ms
[2021-07-05 23:16:45 main:574] : INFO : Epoch 1559 | loss: 0.0311868 | val_loss: 0.0311924 | Time: 2421.47 ms
[2021-07-05 23:16:48 main:574] : INFO : Epoch 1560 | loss: 0.0311835 | val_loss: 0.031195 | Time: 2504.42 ms
[2021-07-05 23:16:50 main:574] : INFO : Epoch 1561 | loss: 0.0311858 | val_loss: 0.0311961 | Time: 2346.51 ms
[2021-07-05 23:16:52 main:574] : INFO : Epoch 1562 | loss: 0.0311896 | val_loss: 0.0311953 | Time: 2329.21 ms
[2021-07-05 23:16:55 main:574] : INFO : Epoch 1563 | loss: 0.0311873 | val_loss: 0.0311917 | Time: 2394.8 ms
[2021-07-05 23:16:57 main:574] : INFO : Epoch 1564 | loss: 0.0311859 | val_loss: 0.0311948 | Time: 2373.61 ms
[2021-07-05 23:17:00 main:574] : INFO : Epoch 1565 | loss: 0.0311847 | val_loss: 0.0311943 | Time: 2455.97 ms
[2021-07-05 23:17:02 main:574] : INFO : Epoch 1566 | loss: 0.0311888 | val_loss: 0.0311995 | Time: 2352.74 ms
[2021-07-05 23:17:04 main:574] : INFO : Epoch 1567 | loss: 0.0311885 | val_loss: 0.0311948 | Time: 2347.34 ms
[2021-07-05 23:17:07 main:574] : INFO : Epoch 1568 | loss: 0.0311862 | val_loss: 0.0311907 | Time: 2416.65 ms
[2021-07-05 23:17:09 main:574] : INFO : Epoch 1569 | loss: 0.0311858 | val_loss: 0.0311891 | Time: 2473.05 ms
[2021-07-05 23:17:12 main:574] : INFO : Epoch 1570 | loss: 0.031187 | val_loss: 0.0311913 | Time: 2422.6 ms
[2021-07-05 23:17:14 main:574] : INFO : Epoch 1571 | loss: 0.0311876 | val_loss: 0.0311979 | Time: 2395.91 ms
[2021-07-05 23:17:16 main:574] : INFO : Epoch 1572 | loss: 0.0311883 | val_loss: 0.0311928 | Time: 2338.39 ms
[2021-07-05 23:17:19 main:574] : INFO : Epoch 1573 | loss: 0.0311841 | val_loss: 0.0311922 | Time: 2350.64 ms
[2021-07-05 23:17:21 main:574] : INFO : Epoch 1574 | loss: 0.0311843 | val_loss: 0.0312008 | Time: 2494.83 ms
[2021-07-05 23:17:24 main:574] : INFO : Epoch 1575 | loss: 0.0311856 | val_loss: 0.0311934 | Time: 2487.04 ms
[2021-07-05 23:17:26 main:574] : INFO : Epoch 1576 | loss: 0.0311853 | val_loss: 0.0311964 | Time: 2424.97 ms
[2021-07-05 23:17:29 main:574] : INFO : Epoch 1577 | loss: 0.0311927 | val_loss: 0.0311971 | Time: 2669.95 ms
[2021-07-05 23:17:31 main:574] : INFO : Epoch 1578 | loss: 0.0311885 | val_loss: 0.0311951 | Time: 2412.74 ms
[2021-07-05 23:17:34 main:574] : INFO : Epoch 1579 | loss: 0.0311892 | val_loss: 0.0312005 | Time: 2458.11 ms
[2021-07-05 23:17:36 main:574] : INFO : Epoch 1580 | loss: 0.0311872 | val_loss: 0.0311967 | Time: 2337 ms
[2021-07-05 23:17:38 main:574] : INFO : Epoch 1581 | loss: 0.0311866 | val_loss: 0.0311965 | Time: 2288.86 ms
[2021-07-05 23:17:41 main:574] : INFO : Epoch 1582 | loss: 0.0311866 | val_loss: 0.0311956 | Time: 2430.42 ms
[2021-07-05 23:17:43 main:574] : INFO : Epoch 1583 | loss: 0.0311854 | val_loss: 0.0311956 | Time: 2377.26 ms
[2021-07-05 23:17:46 main:574] : INFO : Epoch 1584 | loss: 0.0311864 | val_loss: 0.0311958 | Time: 2435.74 ms
[2021-07-05 23:17:48 main:574] : INFO : Epoch 1585 | loss: 0.0311836 | val_loss: 0.0311932 | Time: 2407.56 ms
[2021-07-05 23:17:50 main:574] : INFO : Epoch 1586 | loss: 0.0311838 | val_loss: 0.031194 | Time: 2343.92 ms
[2021-07-05 23:17:53 main:574] : INFO : Epoch 1587 | loss: 0.031187 | val_loss: 0.0311919 | Time: 2295.4 ms
[2021-07-05 23:17:55 main:574] : INFO : Epoch 1588 | loss: 0.0311867 | val_loss: 0.0311924 | Time: 2386.02 ms
[2021-07-05 23:17:58 main:574] : INFO : Epoch 1589 | loss: 0.0311852 | val_loss: 0.0311933 | Time: 2411.55 ms
[2021-07-05 23:18:00 main:574] : INFO : Epoch 1590 | loss: 0.0311852 | val_loss: 0.0311922 | Time: 2466.03 ms
[2021-07-05 23:18:03 main:574] : INFO : Epoch 1591 | loss: 0.0311849 | val_loss: 0.0311919 | Time: 2422.03 ms
[2021-07-05 23:18:05 main:574] : INFO : Epoch 1592 | loss: 0.0311855 | val_loss: 0.0311929 | Time: 2318.45 ms
[2021-07-05 23:18:07 main:574] : INFO : Epoch 1593 | loss: 0.0311852 | val_loss: 0.0311897 | Time: 2373.2 ms
[2021-07-05 23:18:10 main:574] : INFO : Epoch 1594 | loss: 0.031183 | val_loss: 0.0311916 | Time: 2477.97 ms
[2021-07-05 23:18:12 main:574] : INFO : Epoch 1595 | loss: 0.0311832 | val_loss: 0.0311922 | Time: 2402.66 ms
[2021-07-05 23:18:15 main:574] : INFO : Epoch 1596 | loss: 0.0311873 | val_loss: 0.0311905 | Time: 2431.39 ms
[2021-07-05 23:18:17 main:574] : INFO : Epoch 1597 | loss: 0.0311869 | val_loss: 0.0311913 | Time: 2286.48 ms
[2021-07-05 23:18:19 main:574] : INFO : Epoch 1598 | loss: 0.0311833 | val_loss: 0.0311944 | Time: 2315.76 ms
[2021-07-05 23:18:22 main:574] : INFO : Epoch 1599 | loss: 0.0311841 | val_loss: 0.0311904 | Time: 2531.11 ms
[2021-07-05 23:18:24 main:574] : INFO : Epoch 1600 | loss: 0.0311827 | val_loss: 0.0311908 | Time: 2484.67 ms
[2021-07-05 23:18:27 main:574] : INFO : Epoch 1601 | loss: 0.0311862 | val_loss: 0.031194 | Time: 2344.06 ms
[2021-07-05 23:18:29 main:574] : INFO : Epoch 1602 | loss: 0.0311867 | val_loss: 0.0311937 | Time: 2621.24 ms
[2021-07-05 23:18:32 main:574] : INFO : Epoch 1603 | loss: 0.031186 | val_loss: 0.0311933 | Time: 2377.51 ms
[2021-07-05 23:18:34 main:574] : INFO : Epoch 1604 | loss: 0.0311867 | val_loss: 0.0311922 | Time: 2464.16 ms
[2021-07-05 23:18:37 main:574] : INFO : Epoch 1605 | loss: 0.0311878 | val_loss: 0.0311906 | Time: 2562.98 ms
[2021-07-05 23:18:39 main:574] : INFO : Epoch 1606 | loss: 0.0311861 | val_loss: 0.0311913 | Time: 2349.02 ms
[2021-07-05 23:18:41 main:574] : INFO : Epoch 1607 | loss: 0.0311855 | val_loss: 0.0311914 | Time: 2284.06 ms
[2021-07-05 23:18:44 main:574] : INFO : Epoch 1608 | loss: 0.0311846 | val_loss: 0.0311917 | Time: 2427.99 ms
[2021-07-05 23:18:46 main:574] : INFO : Epoch 1609 | loss: 0.0311844 | val_loss: 0.0311907 | Time: 2440.19 ms
[2021-07-05 23:18:49 main:574] : INFO : Epoch 1610 | loss: 0.0311851 | val_loss: 0.0311971 | Time: 2522.71 ms
[2021-07-05 23:18:51 main:574] : INFO : Epoch 1611 | loss: 0.0311879 | val_loss: 0.0311931 | Time: 2273.11 ms
[2021-07-05 23:18:53 main:574] : INFO : Epoch 1612 | loss: 0.0311884 | val_loss: 0.0311944 | Time: 2284.08 ms
[2021-07-05 23:18:56 main:574] : INFO : Epoch 1613 | loss: 0.0311882 | val_loss: 0.0311956 | Time: 2446.29 ms
[2021-07-05 23:18:58 main:574] : INFO : Epoch 1614 | loss: 0.0311873 | val_loss: 0.0311962 | Time: 2429.66 ms
[2021-07-05 23:19:01 main:574] : INFO : Epoch 1615 | loss: 0.0311874 | val_loss: 0.0311964 | Time: 2411.97 ms
[2021-07-05 23:19:03 main:574] : INFO : Epoch 1616 | loss: 0.0311891 | val_loss: 0.0311994 | Time: 2403.55 ms
[2021-07-05 23:19:05 main:574] : INFO : Epoch 1617 | loss: 0.0311928 | val_loss: 0.031204 | Time: 2325.58 ms
[2021-07-05 23:19:08 main:574] : INFO : Epoch 1618 | loss: 0.0311971 | val_loss: 0.0312039 | Time: 2335.6 ms
[2021-07-05 23:19:10 main:574] : INFO : Epoch 1619 | loss: 0.0311977 | val_loss: 0.0312029 | Time: 2576.29 ms
[2021-07-05 23:19:13 main:574] : INFO : Epoch 1620 | loss: 0.0311955 | val_loss: 0.031203 | Time: 2493.23 ms
[2021-07-05 23:19:15 main:574] : INFO : Epoch 1621 | loss: 0.0312028 | val_loss: 0.0312073 | Time: 2378.58 ms
[2021-07-05 23:19:18 main:574] : INFO : Epoch 1622 | loss: 0.0312084 | val_loss: 0.0312085 | Time: 2373.89 ms
[2021-07-05 23:19:20 main:574] : INFO : Epoch 1623 | loss: 0.0312051 | val_loss: 0.0312079 | Time: 2382.08 ms
[2021-07-05 23:19:23 main:574] : INFO : Epoch 1624 | loss: 0.0312035 | val_loss: 0.0312045 | Time: 2459.35 ms
[2021-07-05 23:19:25 main:574] : INFO : Epoch 1625 | loss: 0.0312028 | val_loss: 0.0312028 | Time: 2504.71 ms
[2021-07-05 23:19:27 main:574] : INFO : Epoch 1626 | loss: 0.0312033 | val_loss: 0.0312032 | Time: 2377.54 ms
[2021-07-05 23:19:30 main:574] : INFO : Epoch 1627 | loss: 0.0312041 | val_loss: 0.0312032 | Time: 2739.85 ms
[2021-07-05 23:19:33 main:574] : INFO : Epoch 1628 | loss: 0.0312002 | val_loss: 0.0312008 | Time: 2368.31 ms
[2021-07-05 23:19:35 main:574] : INFO : Epoch 1629 | loss: 0.0311995 | val_loss: 0.0312018 | Time: 2412.85 ms
[2021-07-05 23:19:37 main:574] : INFO : Epoch 1630 | loss: 0.0311989 | val_loss: 0.031202 | Time: 2417.67 ms
[2021-07-05 23:19:40 main:574] : INFO : Epoch 1631 | loss: 0.0311981 | val_loss: 0.0311994 | Time: 2251.83 ms
[2021-07-05 23:19:42 main:574] : INFO : Epoch 1632 | loss: 0.0312005 | val_loss: 0.0312025 | Time: 2344.8 ms
[2021-07-05 23:19:45 main:574] : INFO : Epoch 1633 | loss: 0.0311993 | val_loss: 0.0311995 | Time: 2471.79 ms
[2021-07-05 23:19:47 main:574] : INFO : Epoch 1634 | loss: 0.0311988 | val_loss: 0.0312005 | Time: 2428.32 ms
[2021-07-05 23:19:49 main:574] : INFO : Epoch 1635 | loss: 0.0311976 | val_loss: 0.0312012 | Time: 2338.21 ms
[2021-07-05 23:19:52 main:574] : INFO : Epoch 1636 | loss: 0.0311981 | val_loss: 0.0312018 | Time: 2386.35 ms
[2021-07-05 23:19:54 main:574] : INFO : Epoch 1637 | loss: 0.0312001 | val_loss: 0.0312029 | Time: 2327.18 ms
[2021-07-05 23:19:56 main:574] : INFO : Epoch 1638 | loss: 0.0311986 | val_loss: 0.0312053 | Time: 2395.36 ms
[2021-07-05 23:19:59 main:574] : INFO : Epoch 1639 | loss: 0.0312082 | val_loss: 0.0312233 | Time: 2520.53 ms
[2021-07-05 23:20:01 main:574] : INFO : Epoch 1640 | loss: 0.0312139 | val_loss: 0.0312161 | Time: 2414.69 ms
[2021-07-05 23:20:04 main:574] : INFO : Epoch 1641 | loss: 0.0312014 | val_loss: 0.0312036 | Time: 2330.5 ms
[2021-07-05 23:20:06 main:574] : INFO : Epoch 1642 | loss: 0.0311988 | val_loss: 0.0311988 | Time: 2408.24 ms
[2021-07-05 23:20:09 main:574] : INFO : Epoch 1643 | loss: 0.0311976 | val_loss: 0.031199 | Time: 2365.55 ms
[2021-07-05 23:20:11 main:574] : INFO : Epoch 1644 | loss: 0.0311975 | val_loss: 0.0312019 | Time: 2570.65 ms
[2021-07-05 23:20:14 main:574] : INFO : Epoch 1645 | loss: 0.0311967 | val_loss: 0.0311983 | Time: 2350.32 ms
[2021-07-05 23:20:16 main:574] : INFO : Epoch 1646 | loss: 0.0311977 | val_loss: 0.0311984 | Time: 2345.56 ms
[2021-07-05 23:20:18 main:574] : INFO : Epoch 1647 | loss: 0.0311978 | val_loss: 0.0311997 | Time: 2344.57 ms
[2021-07-05 23:20:21 main:574] : INFO : Epoch 1648 | loss: 0.0311988 | val_loss: 0.0312023 | Time: 2346.02 ms
[2021-07-05 23:20:23 main:574] : INFO : Epoch 1649 | loss: 0.0311981 | val_loss: 0.0312067 | Time: 2405.48 ms
[2021-07-05 23:20:26 main:574] : INFO : Epoch 1650 | loss: 0.0312035 | val_loss: 0.0312089 | Time: 2526.71 ms
[2021-07-05 23:20:28 main:574] : INFO : Epoch 1651 | loss: 0.0312057 | val_loss: 0.0312071 | Time: 2382.59 ms
[2021-07-05 23:20:30 main:574] : INFO : Epoch 1652 | loss: 0.0312089 | val_loss: 0.0312059 | Time: 2455.04 ms
[2021-07-05 23:20:33 main:574] : INFO : Epoch 1653 | loss: 0.0312098 | val_loss: 0.0312083 | Time: 2421.88 ms
[2021-07-05 23:20:35 main:574] : INFO : Epoch 1654 | loss: 0.0312044 | val_loss: 0.0312071 | Time: 2378.4 ms
[2021-07-05 23:20:38 main:574] : INFO : Epoch 1655 | loss: 0.0312041 | val_loss: 0.031208 | Time: 2430.83 ms
[2021-07-05 23:20:40 main:574] : INFO : Epoch 1656 | loss: 0.0312069 | val_loss: 0.0312136 | Time: 2424.12 ms
[2021-07-05 23:20:42 main:574] : INFO : Epoch 1657 | loss: 0.0312047 | val_loss: 0.0312061 | Time: 2310.66 ms
[2021-07-05 23:20:45 main:574] : INFO : Epoch 1658 | loss: 0.0312046 | val_loss: 0.0312115 | Time: 2389.99 ms
[2021-07-05 23:20:47 main:574] : INFO : Epoch 1659 | loss: 0.0312034 | val_loss: 0.0312046 | Time: 2516.71 ms
[2021-07-05 23:20:50 main:574] : INFO : Epoch 1660 | loss: 0.031201 | val_loss: 0.0312074 | Time: 2440.87 ms
[2021-07-05 23:20:52 main:574] : INFO : Epoch 1661 | loss: 0.0312013 | val_loss: 0.0312066 | Time: 2410.22 ms
[2021-07-05 23:20:55 main:574] : INFO : Epoch 1662 | loss: 0.0312018 | val_loss: 0.0312063 | Time: 2321.24 ms
[2021-07-05 23:20:57 main:574] : INFO : Epoch 1663 | loss: 0.0312026 | val_loss: 0.0312089 | Time: 2379.49 ms
[2021-07-05 23:21:00 main:574] : INFO : Epoch 1664 | loss: 0.0312029 | val_loss: 0.0312111 | Time: 2526.4 ms
[2021-07-05 23:21:02 main:574] : INFO : Epoch 1665 | loss: 0.0312032 | val_loss: 0.0312055 | Time: 2396.97 ms
[2021-07-05 23:21:04 main:574] : INFO : Epoch 1666 | loss: 0.0311997 | val_loss: 0.0312045 | Time: 2375.55 ms
[2021-07-05 23:21:07 main:574] : INFO : Epoch 1667 | loss: 0.0311978 | val_loss: 0.031203 | Time: 2462.3 ms
[2021-07-05 23:21:09 main:574] : INFO : Epoch 1668 | loss: 0.0311986 | val_loss: 0.0312125 | Time: 2384.48 ms
[2021-07-05 23:21:12 main:574] : INFO : Epoch 1669 | loss: 0.0312001 | val_loss: 0.0312095 | Time: 2480.19 ms
[2021-07-05 23:21:14 main:574] : INFO : Epoch 1670 | loss: 0.0312053 | val_loss: 0.0312072 | Time: 2481.07 ms
[2021-07-05 23:21:17 main:574] : INFO : Epoch 1671 | loss: 0.031204 | val_loss: 0.0312079 | Time: 2363.62 ms
[2021-07-05 23:21:19 main:574] : INFO : Epoch 1672 | loss: 0.0312004 | val_loss: 0.0312075 | Time: 2344.85 ms
[2021-07-05 23:21:21 main:574] : INFO : Epoch 1673 | loss: 0.0311967 | val_loss: 0.0312046 | Time: 2479.37 ms
[2021-07-05 23:21:24 main:574] : INFO : Epoch 1674 | loss: 0.0311974 | val_loss: 0.0312064 | Time: 2456.77 ms
[2021-07-05 23:21:26 main:574] : INFO : Epoch 1675 | loss: 0.0311968 | val_loss: 0.0312098 | Time: 2460.54 ms
[2021-07-05 23:21:29 main:574] : INFO : Epoch 1676 | loss: 0.0311973 | val_loss: 0.0312055 | Time: 2279.57 ms
[2021-07-05 23:21:31 main:574] : INFO : Epoch 1677 | loss: 0.0311963 | val_loss: 0.031204 | Time: 2573.9 ms
[2021-07-05 23:21:34 main:574] : INFO : Epoch 1678 | loss: 0.0312014 | val_loss: 0.0312046 | Time: 2504.04 ms
[2021-07-05 23:21:36 main:574] : INFO : Epoch 1679 | loss: 0.0311985 | val_loss: 0.0312064 | Time: 2393.08 ms
[2021-07-05 23:21:39 main:574] : INFO : Epoch 1680 | loss: 0.0311998 | val_loss: 0.031206 | Time: 2350.56 ms
[2021-07-05 23:21:41 main:574] : INFO : Epoch 1681 | loss: 0.0311983 | val_loss: 0.031209 | Time: 2360.81 ms
[2021-07-05 23:21:43 main:574] : INFO : Epoch 1682 | loss: 0.031198 | val_loss: 0.0312038 | Time: 2294.67 ms
[2021-07-05 23:21:46 main:574] : INFO : Epoch 1683 | loss: 0.0311956 | val_loss: 0.0312052 | Time: 2362.8 ms
[2021-07-05 23:21:48 main:574] : INFO : Epoch 1684 | loss: 0.0311973 | val_loss: 0.0312044 | Time: 2516.33 ms
[2021-07-05 23:21:51 main:574] : INFO : Epoch 1685 | loss: 0.0311965 | val_loss: 0.0312068 | Time: 2410.34 ms
[2021-07-05 23:21:53 main:574] : INFO : Epoch 1686 | loss: 0.0311955 | val_loss: 0.0312097 | Time: 2308.98 ms
[2021-07-05 23:21:55 main:574] : INFO : Epoch 1687 | loss: 0.0311977 | val_loss: 0.0312045 | Time: 2361.89 ms
[2021-07-05 23:21:58 main:574] : INFO : Epoch 1688 | loss: 0.0311951 | val_loss: 0.0312028 | Time: 2354.02 ms
[2021-07-05 23:22:00 main:574] : INFO : Epoch 1689 | loss: 0.0311955 | val_loss: 0.0312043 | Time: 2432.86 ms
[2021-07-05 23:22:03 main:574] : INFO : Epoch 1690 | loss: 0.0311949 | val_loss: 0.0312029 | Time: 2450.35 ms
[2021-07-05 23:22:05 main:574] : INFO : Epoch 1691 | loss: 0.031195 | val_loss: 0.0312027 | Time: 2360.26 ms
[2021-07-05 23:22:07 main:574] : INFO : Epoch 1692 | loss: 0.0311949 | val_loss: 0.031203 | Time: 2437.91 ms
[2021-07-05 23:22:10 main:574] : INFO : Epoch 1693 | loss: 0.0311963 | val_loss: 0.0312032 | Time: 2397.52 ms
[2021-07-05 23:22:12 main:574] : INFO : Epoch 1694 | loss: 0.0311952 | val_loss: 0.0312043 | Time: 2403.87 ms
[2021-07-05 23:22:15 main:574] : INFO : Epoch 1695 | loss: 0.0311938 | val_loss: 0.0312049 | Time: 2515.72 ms
[2021-07-05 23:22:17 main:574] : INFO : Epoch 1696 | loss: 0.0311959 | val_loss: 0.0312111 | Time: 2378.37 ms
[2021-07-05 23:22:19 main:574] : INFO : Epoch 1697 | loss: 0.0311979 | val_loss: 0.0312043 | Time: 2319.78 ms
[2021-07-05 23:22:22 main:574] : INFO : Epoch 1698 | loss: 0.0311983 | val_loss: 0.0312073 | Time: 2415.48 ms
[2021-07-05 23:22:24 main:574] : INFO : Epoch 1699 | loss: 0.0311997 | val_loss: 0.0312062 | Time: 2433.1 ms
[2021-07-05 23:22:27 main:574] : INFO : Epoch 1700 | loss: 0.0311998 | val_loss: 0.031208 | Time: 2514.65 ms
[2021-07-05 23:22:29 main:574] : INFO : Epoch 1701 | loss: 0.0311987 | val_loss: 0.0312062 | Time: 2465.77 ms
[2021-07-05 23:22:32 main:574] : INFO : Epoch 1702 | loss: 0.031198 | val_loss: 0.0312075 | Time: 2471.48 ms
[2021-07-05 23:22:34 main:574] : INFO : Epoch 1703 | loss: 0.0311979 | val_loss: 0.0312053 | Time: 2457.98 ms
[2021-07-05 23:22:37 main:574] : INFO : Epoch 1704 | loss: 0.031199 | val_loss: 0.031205 | Time: 2488.05 ms
[2021-07-05 23:22:39 main:574] : INFO : Epoch 1705 | loss: 0.0311983 | val_loss: 0.0312059 | Time: 2439.44 ms
[2021-07-05 23:22:42 main:574] : INFO : Epoch 1706 | loss: 0.0312039 | val_loss: 0.0312103 | Time: 2431.45 ms
[2021-07-05 23:22:44 main:574] : INFO : Epoch 1707 | loss: 0.0312005 | val_loss: 0.0312072 | Time: 2294.94 ms
[2021-07-05 23:22:46 main:574] : INFO : Epoch 1708 | loss: 0.0311974 | val_loss: 0.0312058 | Time: 2368.04 ms
[2021-07-05 23:22:49 main:574] : INFO : Epoch 1709 | loss: 0.0311962 | val_loss: 0.0312055 | Time: 2513.92 ms
[2021-07-05 23:22:51 main:574] : INFO : Epoch 1710 | loss: 0.0311971 | val_loss: 0.0312092 | Time: 2345.18 ms
[2021-07-05 23:22:54 main:574] : INFO : Epoch 1711 | loss: 0.0311976 | val_loss: 0.0312042 | Time: 2338.67 ms
[2021-07-05 23:22:56 main:574] : INFO : Epoch 1712 | loss: 0.0311972 | val_loss: 0.0312068 | Time: 2414.42 ms
[2021-07-05 23:22:58 main:574] : INFO : Epoch 1713 | loss: 0.0312007 | val_loss: 0.0312094 | Time: 2391.91 ms
[2021-07-05 23:23:01 main:574] : INFO : Epoch 1714 | loss: 0.0311961 | val_loss: 0.0312047 | Time: 2448.45 ms
[2021-07-05 23:23:03 main:574] : INFO : Epoch 1715 | loss: 0.0311959 | val_loss: 0.0312119 | Time: 2454.15 ms
[2021-07-05 23:23:06 main:574] : INFO : Epoch 1716 | loss: 0.0311953 | val_loss: 0.0312068 | Time: 2351.41 ms
[2021-07-05 23:23:08 main:574] : INFO : Epoch 1717 | loss: 0.0311947 | val_loss: 0.0312042 | Time: 2300.47 ms
[2021-07-05 23:23:10 main:574] : INFO : Epoch 1718 | loss: 0.0311949 | val_loss: 0.0312029 | Time: 2437.76 ms
[2021-07-05 23:23:13 main:574] : INFO : Epoch 1719 | loss: 0.0311946 | val_loss: 0.0312037 | Time: 2372.39 ms
[2021-07-05 23:23:15 main:574] : INFO : Epoch 1720 | loss: 0.0311941 | val_loss: 0.0312053 | Time: 2417.93 ms
[2021-07-05 23:23:18 main:574] : INFO : Epoch 1721 | loss: 0.0311941 | val_loss: 0.0312042 | Time: 2375.2 ms
[2021-07-05 23:23:20 main:574] : INFO : Epoch 1722 | loss: 0.0311944 | val_loss: 0.0312087 | Time: 2376.47 ms
[2021-07-05 23:23:23 main:574] : INFO : Epoch 1723 | loss: 0.0311973 | val_loss: 0.0312039 | Time: 2445.52 ms
[2021-07-05 23:23:25 main:574] : INFO : Epoch 1724 | loss: 0.0311933 | val_loss: 0.0312046 | Time: 2427.39 ms
[2021-07-05 23:23:27 main:574] : INFO : Epoch 1725 | loss: 0.0311936 | val_loss: 0.0312073 | Time: 2411.85 ms
[2021-07-05 23:23:30 main:574] : INFO : Epoch 1726 | loss: 0.0311943 | val_loss: 0.0312036 | Time: 2396.61 ms
[2021-07-05 23:23:32 main:574] : INFO : Epoch 1727 | loss: 0.0311947 | val_loss: 0.0312052 | Time: 2404.32 ms
[2021-07-05 23:23:35 main:574] : INFO : Epoch 1728 | loss: 0.0311928 | val_loss: 0.0312045 | Time: 2397.51 ms
[2021-07-05 23:23:37 main:574] : INFO : Epoch 1729 | loss: 0.0311927 | val_loss: 0.0312032 | Time: 2531.27 ms
[2021-07-05 23:23:40 main:574] : INFO : Epoch 1730 | loss: 0.0311949 | val_loss: 0.0312059 | Time: 2414.54 ms
[2021-07-05 23:23:42 main:574] : INFO : Epoch 1731 | loss: 0.031194 | val_loss: 0.0312025 | Time: 2403.23 ms
[2021-07-05 23:23:44 main:574] : INFO : Epoch 1732 | loss: 0.0311929 | val_loss: 0.0312007 | Time: 2372.05 ms
[2021-07-05 23:23:47 main:574] : INFO : Epoch 1733 | loss: 0.0311927 | val_loss: 0.0312037 | Time: 2475.95 ms
[2021-07-05 23:23:49 main:574] : INFO : Epoch 1734 | loss: 0.0311941 | val_loss: 0.0312006 | Time: 2512.8 ms
[2021-07-05 23:23:52 main:574] : INFO : Epoch 1735 | loss: 0.0311961 | val_loss: 0.0312026 | Time: 2437.06 ms
[2021-07-05 23:23:54 main:574] : INFO : Epoch 1736 | loss: 0.0311975 | val_loss: 0.0312086 | Time: 2267.11 ms
[2021-07-05 23:23:56 main:574] : INFO : Epoch 1737 | loss: 0.0311943 | val_loss: 0.031206 | Time: 2323.56 ms
[2021-07-05 23:23:59 main:574] : INFO : Epoch 1738 | loss: 0.0311944 | val_loss: 0.0312012 | Time: 2392.75 ms
[2021-07-05 23:24:01 main:574] : INFO : Epoch 1739 | loss: 0.0311916 | val_loss: 0.0312025 | Time: 2389.71 ms
[2021-07-05 23:24:04 main:574] : INFO : Epoch 1740 | loss: 0.0311925 | val_loss: 0.0312 | Time: 2458.51 ms
[2021-07-05 23:24:06 main:574] : INFO : Epoch 1741 | loss: 0.0311921 | val_loss: 0.0312078 | Time: 2315.74 ms
[2021-07-05 23:24:08 main:574] : INFO : Epoch 1742 | loss: 0.031194 | val_loss: 0.0312046 | Time: 2356.55 ms
[2021-07-05 23:24:11 main:574] : INFO : Epoch 1743 | loss: 0.0311922 | val_loss: 0.031203 | Time: 2414.14 ms
[2021-07-05 23:24:13 main:574] : INFO : Epoch 1744 | loss: 0.0311937 | val_loss: 0.0312048 | Time: 2456.38 ms
[2021-07-05 23:24:16 main:574] : INFO : Epoch 1745 | loss: 0.0311966 | val_loss: 0.031209 | Time: 2433.44 ms
[2021-07-05 23:24:18 main:574] : INFO : Epoch 1746 | loss: 0.0312007 | val_loss: 0.0312087 | Time: 2459.57 ms
[2021-07-05 23:24:21 main:574] : INFO : Epoch 1747 | loss: 0.0312007 | val_loss: 0.0312104 | Time: 2387.35 ms
[2021-07-05 23:24:23 main:574] : INFO : Epoch 1748 | loss: 0.0312053 | val_loss: 0.0312163 | Time: 2415.86 ms
[2021-07-05 23:24:26 main:574] : INFO : Epoch 1749 | loss: 0.0312071 | val_loss: 0.0312171 | Time: 2477.63 ms
[2021-07-05 23:24:28 main:574] : INFO : Epoch 1750 | loss: 0.0312027 | val_loss: 0.0312123 | Time: 2415.86 ms
[2021-07-05 23:24:30 main:574] : INFO : Epoch 1751 | loss: 0.031206 | val_loss: 0.0312087 | Time: 2343.46 ms
[2021-07-05 23:24:33 main:574] : INFO : Epoch 1752 | loss: 0.0312021 | val_loss: 0.0312046 | Time: 2423.81 ms
[2021-07-05 23:24:35 main:574] : INFO : Epoch 1753 | loss: 0.0312008 | val_loss: 0.0312039 | Time: 2407.36 ms
[2021-07-05 23:24:38 main:574] : INFO : Epoch 1754 | loss: 0.0311999 | val_loss: 0.0312032 | Time: 2566.32 ms
[2021-07-05 23:24:40 main:574] : INFO : Epoch 1755 | loss: 0.0311979 | val_loss: 0.0312021 | Time: 2344.51 ms
[2021-07-05 23:24:43 main:574] : INFO : Epoch 1756 | loss: 0.0311981 | val_loss: 0.031202 | Time: 2332.23 ms
[2021-07-05 23:24:45 main:574] : INFO : Epoch 1757 | loss: 0.0311972 | val_loss: 0.0312057 | Time: 2411.23 ms
[2021-07-05 23:24:47 main:574] : INFO : Epoch 1758 | loss: 0.0311998 | val_loss: 0.0312022 | Time: 2373.85 ms
[2021-07-05 23:24:50 main:574] : INFO : Epoch 1759 | loss: 0.0311972 | val_loss: 0.0312028 | Time: 2409.66 ms
[2021-07-05 23:24:52 main:574] : INFO : Epoch 1760 | loss: 0.0311991 | val_loss: 0.0312106 | Time: 2496.22 ms
[2021-07-05 23:24:55 main:574] : INFO : Epoch 1761 | loss: 0.0312003 | val_loss: 0.0312019 | Time: 2387.23 ms
[2021-07-05 23:24:57 main:574] : INFO : Epoch 1762 | loss: 0.0311975 | val_loss: 0.0312025 | Time: 2313.26 ms
[2021-07-05 23:24:59 main:574] : INFO : Epoch 1763 | loss: 0.0311957 | val_loss: 0.0312014 | Time: 2429.52 ms
[2021-07-05 23:25:02 main:574] : INFO : Epoch 1764 | loss: 0.0311975 | val_loss: 0.0312005 | Time: 2485 ms
[2021-07-05 23:25:04 main:574] : INFO : Epoch 1765 | loss: 0.0311962 | val_loss: 0.0312009 | Time: 2374.65 ms
[2021-07-05 23:25:07 main:574] : INFO : Epoch 1766 | loss: 0.0311968 | val_loss: 0.0312156 | Time: 2462.3 ms
[2021-07-05 23:25:09 main:574] : INFO : Epoch 1767 | loss: 0.0312007 | val_loss: 0.0312028 | Time: 2345.71 ms
[2021-07-05 23:25:12 main:574] : INFO : Epoch 1768 | loss: 0.0311955 | val_loss: 0.0312025 | Time: 2390.96 ms
[2021-07-05 23:25:14 main:574] : INFO : Epoch 1769 | loss: 0.0311948 | val_loss: 0.0312015 | Time: 2551.04 ms
[2021-07-05 23:25:17 main:574] : INFO : Epoch 1770 | loss: 0.0311946 | val_loss: 0.0312009 | Time: 2449.04 ms
[2021-07-05 23:25:19 main:574] : INFO : Epoch 1771 | loss: 0.0311979 | val_loss: 0.0312021 | Time: 2385.86 ms
[2021-07-05 23:25:21 main:574] : INFO : Epoch 1772 | loss: 0.0311968 | val_loss: 0.0312015 | Time: 2306.97 ms
[2021-07-05 23:25:24 main:574] : INFO : Epoch 1773 | loss: 0.0311958 | val_loss: 0.0312044 | Time: 2418.57 ms
[2021-07-05 23:25:26 main:574] : INFO : Epoch 1774 | loss: 0.0311949 | val_loss: 0.0312012 | Time: 2552.47 ms
[2021-07-05 23:25:29 main:574] : INFO : Epoch 1775 | loss: 0.031195 | val_loss: 0.0312022 | Time: 2321.4 ms
[2021-07-05 23:25:31 main:574] : INFO : Epoch 1776 | loss: 0.031193 | val_loss: 0.0312009 | Time: 2381.93 ms
[2021-07-05 23:25:34 main:574] : INFO : Epoch 1777 | loss: 0.0311934 | val_loss: 0.031205 | Time: 2442.36 ms
[2021-07-05 23:25:36 main:574] : INFO : Epoch 1778 | loss: 0.0311934 | val_loss: 0.0312021 | Time: 2448.7 ms
[2021-07-05 23:25:38 main:574] : INFO : Epoch 1779 | loss: 0.0311937 | val_loss: 0.0311995 | Time: 2481.47 ms
[2021-07-05 23:25:41 main:574] : INFO : Epoch 1780 | loss: 0.0311954 | val_loss: 0.0312087 | Time: 2537.15 ms
[2021-07-05 23:25:43 main:574] : INFO : Epoch 1781 | loss: 0.0311974 | val_loss: 0.0312039 | Time: 2352.01 ms
[2021-07-05 23:25:46 main:574] : INFO : Epoch 1782 | loss: 0.0311938 | val_loss: 0.0312 | Time: 2359.27 ms
[2021-07-05 23:25:48 main:574] : INFO : Epoch 1783 | loss: 0.0311954 | val_loss: 0.0312029 | Time: 2522.84 ms
[2021-07-05 23:25:51 main:574] : INFO : Epoch 1784 | loss: 0.0311948 | val_loss: 0.0311997 | Time: 2399.13 ms
[2021-07-05 23:25:53 main:574] : INFO : Epoch 1785 | loss: 0.0311928 | val_loss: 0.0311985 | Time: 2465.16 ms
[2021-07-05 23:25:56 main:574] : INFO : Epoch 1786 | loss: 0.0311933 | val_loss: 0.031203 | Time: 2332.94 ms
[2021-07-05 23:25:58 main:574] : INFO : Epoch 1787 | loss: 0.0311946 | val_loss: 0.0312031 | Time: 2365.21 ms
[2021-07-05 23:26:01 main:574] : INFO : Epoch 1788 | loss: 0.0311987 | val_loss: 0.0311989 | Time: 2593.15 ms
[2021-07-05 23:26:03 main:574] : INFO : Epoch 1789 | loss: 0.0311972 | val_loss: 0.0312029 | Time: 2374.35 ms
[2021-07-05 23:26:05 main:574] : INFO : Epoch 1790 | loss: 0.031194 | val_loss: 0.0311979 | Time: 2373.83 ms
[2021-07-05 23:26:08 main:574] : INFO : Epoch 1791 | loss: 0.0311932 | val_loss: 0.0311986 | Time: 2370.02 ms
[2021-07-05 23:26:10 main:574] : INFO : Epoch 1792 | loss: 0.0311928 | val_loss: 0.0311993 | Time: 2336.68 ms
[2021-07-05 23:26:12 main:574] : INFO : Epoch 1793 | loss: 0.0311927 | val_loss: 0.0311976 | Time: 2438.9 ms
[2021-07-05 23:26:15 main:574] : INFO : Epoch 1794 | loss: 0.0311923 | val_loss: 0.0311981 | Time: 2548.13 ms
[2021-07-05 23:26:17 main:574] : INFO : Epoch 1795 | loss: 0.031191 | val_loss: 0.0311969 | Time: 2361.05 ms
[2021-07-05 23:26:20 main:574] : INFO : Epoch 1796 | loss: 0.0311917 | val_loss: 0.0311971 | Time: 2377.9 ms
[2021-07-05 23:26:22 main:574] : INFO : Epoch 1797 | loss: 0.0311915 | val_loss: 0.0311971 | Time: 2462.36 ms
[2021-07-05 23:26:25 main:574] : INFO : Epoch 1798 | loss: 0.0311913 | val_loss: 0.0312004 | Time: 2468.24 ms
[2021-07-05 23:26:27 main:574] : INFO : Epoch 1799 | loss: 0.0311903 | val_loss: 0.0311969 | Time: 2504.46 ms
[2021-07-05 23:26:30 main:574] : INFO : Epoch 1800 | loss: 0.0311901 | val_loss: 0.0312009 | Time: 2345.02 ms
[2021-07-05 23:26:32 main:574] : INFO : Epoch 1801 | loss: 0.0311912 | val_loss: 0.0311977 | Time: 2342.61 ms
[2021-07-05 23:26:35 main:574] : INFO : Epoch 1802 | loss: 0.0311925 | val_loss: 0.0311989 | Time: 2548.21 ms
[2021-07-05 23:26:37 main:574] : INFO : Epoch 1803 | loss: 0.0311897 | val_loss: 0.0312004 | Time: 2415.9 ms
[2021-07-05 23:26:39 main:574] : INFO : Epoch 1804 | loss: 0.0311899 | val_loss: 0.0312003 | Time: 2441.75 ms
[2021-07-05 23:26:42 main:574] : INFO : Epoch 1805 | loss: 0.0311905 | val_loss: 0.031198 | Time: 2385.14 ms
[2021-07-05 23:26:44 main:574] : INFO : Epoch 1806 | loss: 0.031189 | val_loss: 0.0311998 | Time: 2291.48 ms
[2021-07-05 23:26:47 main:574] : INFO : Epoch 1807 | loss: 0.0311898 | val_loss: 0.0312043 | Time: 2424.88 ms
[2021-07-05 23:26:49 main:574] : INFO : Epoch 1808 | loss: 0.0311904 | val_loss: 0.031201 | Time: 2619.95 ms
[2021-07-05 23:26:52 main:574] : INFO : Epoch 1809 | loss: 0.0311908 | val_loss: 0.0312037 | Time: 2440.63 ms
[2021-07-05 23:26:54 main:574] : INFO : Epoch 1810 | loss: 0.0311905 | val_loss: 0.0311981 | Time: 2357.42 ms
[2021-07-05 23:26:57 main:574] : INFO : Epoch 1811 | loss: 0.0311916 | val_loss: 0.0311988 | Time: 2506.77 ms
[2021-07-05 23:26:59 main:574] : INFO : Epoch 1812 | loss: 0.0311896 | val_loss: 0.0311969 | Time: 2490.93 ms
[2021-07-05 23:27:02 main:574] : INFO : Epoch 1813 | loss: 0.0311886 | val_loss: 0.0311992 | Time: 2476.19 ms
[2021-07-05 23:27:04 main:574] : INFO : Epoch 1814 | loss: 0.0311901 | val_loss: 0.0311986 | Time: 2382.57 ms
[2021-07-05 23:27:06 main:574] : INFO : Epoch 1815 | loss: 0.0311892 | val_loss: 0.0311978 | Time: 2309.4 ms
[2021-07-05 23:27:09 main:574] : INFO : Epoch 1816 | loss: 0.0311887 | val_loss: 0.0311999 | Time: 2444.98 ms
[2021-07-05 23:27:11 main:574] : INFO : Epoch 1817 | loss: 0.0311897 | val_loss: 0.0312043 | Time: 2448.79 ms
[2021-07-05 23:27:14 main:574] : INFO : Epoch 1818 | loss: 0.0311913 | val_loss: 0.0311981 | Time: 2434.18 ms
[2021-07-05 23:27:16 main:574] : INFO : Epoch 1819 | loss: 0.0311901 | val_loss: 0.031205 | Time: 2395.77 ms
[2021-07-05 23:27:18 main:574] : INFO : Epoch 1820 | loss: 0.031193 | val_loss: 0.0312037 | Time: 2328.07 ms
[2021-07-05 23:27:21 main:574] : INFO : Epoch 1821 | loss: 0.0311886 | val_loss: 0.0311974 | Time: 2342.39 ms
[2021-07-05 23:27:23 main:574] : INFO : Epoch 1822 | loss: 0.0311894 | val_loss: 0.0312004 | Time: 2620.54 ms
[2021-07-05 23:27:26 main:574] : INFO : Epoch 1823 | loss: 0.0311911 | val_loss: 0.0311985 | Time: 2429.83 ms
[2021-07-05 23:27:28 main:574] : INFO : Epoch 1824 | loss: 0.0311883 | val_loss: 0.0311966 | Time: 2375 ms
[2021-07-05 23:27:31 main:574] : INFO : Epoch 1825 | loss: 0.031189 | val_loss: 0.0311959 | Time: 2444.49 ms
[2021-07-05 23:27:33 main:574] : INFO : Epoch 1826 | loss: 0.031188 | val_loss: 0.0312003 | Time: 2486.94 ms
[2021-07-05 23:27:36 main:574] : INFO : Epoch 1827 | loss: 0.0311916 | val_loss: 0.0311995 | Time: 2614.55 ms
[2021-07-05 23:27:38 main:574] : INFO : Epoch 1828 | loss: 0.0311916 | val_loss: 0.0311993 | Time: 2331.88 ms
[2021-07-05 23:27:41 main:574] : INFO : Epoch 1829 | loss: 0.0311939 | val_loss: 0.0312063 | Time: 2370.76 ms
[2021-07-05 23:27:43 main:574] : INFO : Epoch 1830 | loss: 0.0384265 | val_loss: 0.0324255 | Time: 2505.97 ms
[2021-07-05 23:27:45 main:574] : INFO : Epoch 1831 | loss: 0.0553563 | val_loss: 0.040984 | Time: 2411.39 ms
[2021-07-05 23:27:48 main:574] : INFO : Epoch 1832 | loss: 0.0344917 | val_loss: 0.0319694 | Time: 2464.03 ms
[2021-07-05 23:27:50 main:574] : INFO : Epoch 1833 | loss: 0.0317675 | val_loss: 0.0314781 | Time: 2442.97 ms
[2021-07-05 23:27:53 main:574] : INFO : Epoch 1834 | loss: 0.0313479 | val_loss: 0.0312806 | Time: 2325.33 ms
[2021-07-05 23:27:55 main:574] : INFO : Epoch 1835 | loss: 0.0312673 | val_loss: 0.0312519 | Time: 2455.51 ms
[2021-07-05 23:27:58 main:574] : INFO : Epoch 1836 | loss: 0.0312508 | val_loss: 0.0312456 | Time: 2591.98 ms
[2021-07-05 23:28:00 main:574] : INFO : Epoch 1837 | loss: 0.0312439 | val_loss: 0.0312406 | Time: 2428.9 ms
[2021-07-05 23:28:03 main:574] : INFO : Epoch 1838 | loss: 0.0312395 | val_loss: 0.0312364 | Time: 2332.47 ms
[2021-07-05 23:28:05 main:574] : INFO : Epoch 1839 | loss: 0.031236 | val_loss: 0.0312328 | Time: 2441.01 ms
[2021-07-05 23:28:07 main:574] : INFO : Epoch 1840 | loss: 0.0312326 | val_loss: 0.0312297 | Time: 2422.36 ms
[2021-07-05 23:28:10 main:574] : INFO : Epoch 1841 | loss: 0.0312295 | val_loss: 0.0312267 | Time: 2557.11 ms
[2021-07-05 23:28:12 main:574] : INFO : Epoch 1842 | loss: 0.0312266 | val_loss: 0.0312241 | Time: 2348.43 ms
[2021-07-05 23:28:15 main:574] : INFO : Epoch 1843 | loss: 0.0312241 | val_loss: 0.0312217 | Time: 2364.87 ms
[2021-07-05 23:28:17 main:574] : INFO : Epoch 1844 | loss: 0.0312217 | val_loss: 0.0312198 | Time: 2479.98 ms
[2021-07-05 23:28:20 main:574] : INFO : Epoch 1845 | loss: 0.0312192 | val_loss: 0.0312177 | Time: 2477.86 ms
[2021-07-05 23:28:22 main:574] : INFO : Epoch 1846 | loss: 0.031217 | val_loss: 0.031216 | Time: 2417 ms
[2021-07-05 23:28:25 main:574] : INFO : Epoch 1847 | loss: 0.031215 | val_loss: 0.0312143 | Time: 2414.41 ms
[2021-07-05 23:28:27 main:574] : INFO : Epoch 1848 | loss: 0.0312139 | val_loss: 0.0312121 | Time: 2374.03 ms
[2021-07-05 23:28:29 main:574] : INFO : Epoch 1849 | loss: 0.031212 | val_loss: 0.0312105 | Time: 2424.56 ms
[2021-07-05 23:28:32 main:574] : INFO : Epoch 1850 | loss: 0.0312101 | val_loss: 0.0312097 | Time: 2596.98 ms
[2021-07-05 23:28:35 main:574] : INFO : Epoch 1851 | loss: 0.0312088 | val_loss: 0.0312084 | Time: 2472.26 ms
[2021-07-05 23:28:37 main:574] : INFO : Epoch 1852 | loss: 0.0312075 | val_loss: 0.031208 | Time: 2335.03 ms
[2021-07-05 23:28:39 main:574] : INFO : Epoch 1853 | loss: 0.0312063 | val_loss: 0.0312076 | Time: 2459.83 ms
[2021-07-05 23:28:42 main:574] : INFO : Epoch 1854 | loss: 0.0312058 | val_loss: 0.0312072 | Time: 2506.79 ms
[2021-07-05 23:28:44 main:574] : INFO : Epoch 1855 | loss: 0.0312052 | val_loss: 0.031208 | Time: 2551.09 ms
[2021-07-05 23:28:47 main:574] : INFO : Epoch 1856 | loss: 0.0312054 | val_loss: 0.031207 | Time: 2346.14 ms
[2021-07-05 23:28:49 main:574] : INFO : Epoch 1857 | loss: 0.0312044 | val_loss: 0.0312063 | Time: 2403 ms
[2021-07-05 23:28:52 main:574] : INFO : Epoch 1858 | loss: 0.0312037 | val_loss: 0.0312063 | Time: 2427.63 ms
[2021-07-05 23:28:54 main:574] : INFO : Epoch 1859 | loss: 0.0312032 | val_loss: 0.0312058 | Time: 2411.25 ms
[2021-07-05 23:28:56 main:574] : INFO : Epoch 1860 | loss: 0.0312029 | val_loss: 0.0312053 | Time: 2389.64 ms
[2021-07-05 23:28:59 main:574] : INFO : Epoch 1861 | loss: 0.0312023 | val_loss: 0.0312048 | Time: 2415.86 ms
[2021-07-05 23:29:01 main:574] : INFO : Epoch 1862 | loss: 0.0312019 | val_loss: 0.0312044 | Time: 2346.61 ms
[2021-07-05 23:29:04 main:574] : INFO : Epoch 1863 | loss: 0.0312013 | val_loss: 0.0312041 | Time: 2334.69 ms
[2021-07-05 23:29:06 main:574] : INFO : Epoch 1864 | loss: 0.031201 | val_loss: 0.0312042 | Time: 2414.49 ms
[2021-07-05 23:29:09 main:574] : INFO : Epoch 1865 | loss: 0.0312007 | val_loss: 0.031204 | Time: 2432.55 ms
[2021-07-05 23:29:11 main:574] : INFO : Epoch 1866 | loss: 0.0312006 | val_loss: 0.0312037 | Time: 2438.44 ms
[2021-07-05 23:29:13 main:574] : INFO : Epoch 1867 | loss: 0.0312002 | val_loss: 0.0312035 | Time: 2418.12 ms
[2021-07-05 23:29:16 main:574] : INFO : Epoch 1868 | loss: 0.0312003 | val_loss: 0.0312042 | Time: 2375.23 ms
[2021-07-05 23:29:18 main:574] : INFO : Epoch 1869 | loss: 0.0312001 | val_loss: 0.0312046 | Time: 2485.61 ms
[2021-07-05 23:29:21 main:574] : INFO : Epoch 1870 | loss: 0.0312 | val_loss: 0.0312043 | Time: 2451.93 ms
[2021-07-05 23:29:23 main:574] : INFO : Epoch 1871 | loss: 0.0311998 | val_loss: 0.031204 | Time: 2426.06 ms
[2021-07-05 23:29:26 main:574] : INFO : Epoch 1872 | loss: 0.0311997 | val_loss: 0.031204 | Time: 2390.71 ms
[2021-07-05 23:29:28 main:574] : INFO : Epoch 1873 | loss: 0.0311993 | val_loss: 0.0312039 | Time: 2367.14 ms
[2021-07-05 23:29:30 main:574] : INFO : Epoch 1874 | loss: 0.0311995 | val_loss: 0.031204 | Time: 2397.94 ms
[2021-07-05 23:29:33 main:574] : INFO : Epoch 1875 | loss: 0.0311992 | val_loss: 0.0312037 | Time: 2480.28 ms
[2021-07-05 23:29:35 main:574] : INFO : Epoch 1876 | loss: 0.0312002 | val_loss: 0.031206 | Time: 2390.31 ms
[2021-07-05 23:29:38 main:574] : INFO : Epoch 1877 | loss: 0.0312004 | val_loss: 0.0312057 | Time: 2336.69 ms
[2021-07-05 23:29:40 main:574] : INFO : Epoch 1878 | loss: 0.0312006 | val_loss: 0.0312062 | Time: 2387.56 ms
[2021-07-05 23:29:42 main:574] : INFO : Epoch 1879 | loss: 0.0312002 | val_loss: 0.0312054 | Time: 2397.44 ms
[2021-07-05 23:29:45 main:574] : INFO : Epoch 1880 | loss: 0.0311998 | val_loss: 0.0312054 | Time: 2449.98 ms
[2021-07-05 23:29:47 main:574] : INFO : Epoch 1881 | loss: 0.0312 | val_loss: 0.0312062 | Time: 2469.83 ms
[2021-07-05 23:29:50 main:574] : INFO : Epoch 1882 | loss: 0.0312007 | val_loss: 0.0312052 | Time: 2349.86 ms
[2021-07-05 23:29:52 main:574] : INFO : Epoch 1883 | loss: 0.031201 | val_loss: 0.031205 | Time: 2418.06 ms
[2021-07-05 23:29:55 main:574] : INFO : Epoch 1884 | loss: 0.0312004 | val_loss: 0.0312043 | Time: 2459.75 ms
[2021-07-05 23:29:57 main:574] : INFO : Epoch 1885 | loss: 0.0312002 | val_loss: 0.0312042 | Time: 2466.71 ms
[2021-07-05 23:30:00 main:574] : INFO : Epoch 1886 | loss: 0.0312002 | val_loss: 0.0312048 | Time: 2427.82 ms
[2021-07-05 23:30:02 main:574] : INFO : Epoch 1887 | loss: 0.0312001 | val_loss: 0.0312045 | Time: 2372.3 ms
[2021-07-05 23:30:04 main:574] : INFO : Epoch 1888 | loss: 0.0311996 | val_loss: 0.0312038 | Time: 2318.85 ms
[2021-07-05 23:30:07 main:574] : INFO : Epoch 1889 | loss: 0.0311994 | val_loss: 0.0312038 | Time: 2565.93 ms
[2021-07-05 23:30:09 main:574] : INFO : Epoch 1890 | loss: 0.0311994 | val_loss: 0.0312039 | Time: 2363.15 ms
[2021-07-05 23:30:12 main:574] : INFO : Epoch 1891 | loss: 0.0311993 | val_loss: 0.0312036 | Time: 2396.95 ms
[2021-07-05 23:30:14 main:574] : INFO : Epoch 1892 | loss: 0.0311996 | val_loss: 0.0312038 | Time: 2378.86 ms
[2021-07-05 23:30:16 main:574] : INFO : Epoch 1893 | loss: 0.0311998 | val_loss: 0.0312045 | Time: 2320.96 ms
[2021-07-05 23:30:19 main:574] : INFO : Epoch 1894 | loss: 0.0311996 | val_loss: 0.0312047 | Time: 2432.45 ms
[2021-07-05 23:30:21 main:574] : INFO : Epoch 1895 | loss: 0.0311992 | val_loss: 0.0312049 | Time: 2591.36 ms
[2021-07-05 23:30:24 main:574] : INFO : Epoch 1896 | loss: 0.031199 | val_loss: 0.0312045 | Time: 2331.19 ms
[2021-07-05 23:30:26 main:574] : INFO : Epoch 1897 | loss: 0.0311987 | val_loss: 0.031204 | Time: 2414.81 ms
[2021-07-05 23:30:29 main:574] : INFO : Epoch 1898 | loss: 0.0311983 | val_loss: 0.0312038 | Time: 2456.64 ms
[2021-07-05 23:30:31 main:574] : INFO : Epoch 1899 | loss: 0.0311983 | val_loss: 0.0312043 | Time: 2499.67 ms
[2021-07-05 23:30:34 main:574] : INFO : Epoch 1900 | loss: 0.0311983 | val_loss: 0.0312039 | Time: 2496.73 ms
[2021-07-05 23:30:36 main:574] : INFO : Epoch 1901 | loss: 0.031198 | val_loss: 0.0312037 | Time: 2371.73 ms
[2021-07-05 23:30:38 main:574] : INFO : Epoch 1902 | loss: 0.0311975 | val_loss: 0.0312037 | Time: 2335.54 ms
[2021-07-05 23:30:41 main:574] : INFO : Epoch 1903 | loss: 0.0311973 | val_loss: 0.0312041 | Time: 2478.1 ms
[2021-07-05 23:30:43 main:574] : INFO : Epoch 1904 | loss: 0.0311983 | val_loss: 0.0312021 | Time: 2469.48 ms
[2021-07-05 23:30:46 main:574] : INFO : Epoch 1905 | loss: 0.0311983 | val_loss: 0.0312023 | Time: 2408.61 ms
[2021-07-05 23:30:48 main:574] : INFO : Epoch 1906 | loss: 0.0311981 | val_loss: 0.0312018 | Time: 2381.92 ms
[2021-07-05 23:30:51 main:574] : INFO : Epoch 1907 | loss: 0.0311979 | val_loss: 0.0312016 | Time: 2275.52 ms
[2021-07-05 23:30:53 main:574] : INFO : Epoch 1908 | loss: 0.0311974 | val_loss: 0.0312015 | Time: 2434.53 ms
[2021-07-05 23:30:55 main:574] : INFO : Epoch 1909 | loss: 0.0311972 | val_loss: 0.0312017 | Time: 2476.07 ms
[2021-07-05 23:30:58 main:574] : INFO : Epoch 1910 | loss: 0.0311971 | val_loss: 0.0312019 | Time: 2430.39 ms
[2021-07-05 23:31:00 main:574] : INFO : Epoch 1911 | loss: 0.0311971 | val_loss: 0.0312017 | Time: 2325.59 ms
[2021-07-05 23:31:03 main:574] : INFO : Epoch 1912 | loss: 0.0311966 | val_loss: 0.0312025 | Time: 2381.09 ms
[2021-07-05 23:31:05 main:574] : INFO : Epoch 1913 | loss: 0.0311964 | val_loss: 0.0312022 | Time: 2360.94 ms
[2021-07-05 23:31:07 main:574] : INFO : Epoch 1914 | loss: 0.0311964 | val_loss: 0.0312023 | Time: 2435.7 ms
[2021-07-05 23:31:10 main:574] : INFO : Epoch 1915 | loss: 0.0311959 | val_loss: 0.0312018 | Time: 2456.03 ms
[2021-07-05 23:31:12 main:574] : INFO : Epoch 1916 | loss: 0.0311957 | val_loss: 0.0312015 | Time: 2409.31 ms
[2021-07-05 23:31:15 main:574] : INFO : Epoch 1917 | loss: 0.0311952 | val_loss: 0.0312015 | Time: 2402.76 ms
[2021-07-05 23:31:17 main:574] : INFO : Epoch 1918 | loss: 0.0311952 | val_loss: 0.0312018 | Time: 2401.44 ms
[2021-07-05 23:31:20 main:574] : INFO : Epoch 1919 | loss: 0.0311954 | val_loss: 0.0312014 | Time: 2450.44 ms
[2021-07-05 23:31:22 main:574] : INFO : Epoch 1920 | loss: 0.0311956 | val_loss: 0.031201 | Time: 2501.97 ms
[2021-07-05 23:31:25 main:574] : INFO : Epoch 1921 | loss: 0.0311954 | val_loss: 0.0312014 | Time: 2325.82 ms
[2021-07-05 23:31:27 main:574] : INFO : Epoch 1922 | loss: 0.0311953 | val_loss: 0.0312008 | Time: 2343.5 ms
[2021-07-05 23:31:29 main:574] : INFO : Epoch 1923 | loss: 0.031195 | val_loss: 0.0312011 | Time: 2424.5 ms
[2021-07-05 23:31:32 main:574] : INFO : Epoch 1924 | loss: 0.0311947 | val_loss: 0.0312007 | Time: 2454.68 ms
[2021-07-05 23:31:34 main:574] : INFO : Epoch 1925 | loss: 0.0311946 | val_loss: 0.0312004 | Time: 2439.77 ms
[2021-07-05 23:31:37 main:574] : INFO : Epoch 1926 | loss: 0.0311947 | val_loss: 0.0312002 | Time: 2459.36 ms
[2021-07-05 23:31:39 main:574] : INFO : Epoch 1927 | loss: 0.0311946 | val_loss: 0.0312005 | Time: 2302.06 ms
[2021-07-05 23:31:41 main:574] : INFO : Epoch 1928 | loss: 0.0311945 | val_loss: 0.0312003 | Time: 2343.17 ms
[2021-07-05 23:31:44 main:574] : INFO : Epoch 1929 | loss: 0.031194 | val_loss: 0.0312 | Time: 2454.69 ms
[2021-07-05 23:31:46 main:574] : INFO : Epoch 1930 | loss: 0.0311939 | val_loss: 0.0312007 | Time: 2477.24 ms
[2021-07-05 23:31:49 main:574] : INFO : Epoch 1931 | loss: 0.0311941 | val_loss: 0.0312001 | Time: 2437.66 ms
[2021-07-05 23:31:51 main:574] : INFO : Epoch 1932 | loss: 0.031194 | val_loss: 0.0311999 | Time: 2339.61 ms
[2021-07-05 23:31:54 main:574] : INFO : Epoch 1933 | loss: 0.0311936 | val_loss: 0.0311996 | Time: 2377.71 ms
[2021-07-05 23:31:56 main:574] : INFO : Epoch 1934 | loss: 0.0311933 | val_loss: 0.0311997 | Time: 2534.14 ms
[2021-07-05 23:31:58 main:574] : INFO : Epoch 1935 | loss: 0.0311935 | val_loss: 0.0312002 | Time: 2373.02 ms
[2021-07-05 23:32:01 main:574] : INFO : Epoch 1936 | loss: 0.0311936 | val_loss: 0.0312008 | Time: 2465.59 ms
[2021-07-05 23:32:03 main:574] : INFO : Epoch 1937 | loss: 0.0311937 | val_loss: 0.0312002 | Time: 2494.74 ms
[2021-07-05 23:32:06 main:574] : INFO : Epoch 1938 | loss: 0.0311934 | val_loss: 0.0312006 | Time: 2428.86 ms
[2021-07-05 23:32:08 main:574] : INFO : Epoch 1939 | loss: 0.0311936 | val_loss: 0.0312004 | Time: 2417.45 ms
[2021-07-05 23:32:11 main:574] : INFO : Epoch 1940 | loss: 0.0311936 | val_loss: 0.0311999 | Time: 2482.72 ms
[2021-07-05 23:32:13 main:574] : INFO : Epoch 1941 | loss: 0.0311949 | val_loss: 0.0312016 | Time: 2325.92 ms
[2021-07-05 23:32:15 main:574] : INFO : Epoch 1942 | loss: 0.0311952 | val_loss: 0.0312023 | Time: 2339.68 ms
[2021-07-05 23:32:18 main:574] : INFO : Epoch 1943 | loss: 0.0311953 | val_loss: 0.0312028 | Time: 2427.61 ms
[2021-07-05 23:32:20 main:574] : INFO : Epoch 1944 | loss: 0.0311947 | val_loss: 0.0312026 | Time: 2441.11 ms
[2021-07-05 23:32:23 main:574] : INFO : Epoch 1945 | loss: 0.0311947 | val_loss: 0.0312027 | Time: 2339.13 ms
[2021-07-05 23:32:25 main:574] : INFO : Epoch 1946 | loss: 0.0311946 | val_loss: 0.0312024 | Time: 2423.14 ms
[2021-07-05 23:32:28 main:574] : INFO : Epoch 1947 | loss: 0.0311945 | val_loss: 0.0312027 | Time: 2338.88 ms
[2021-07-05 23:32:30 main:574] : INFO : Epoch 1948 | loss: 0.0311945 | val_loss: 0.0312019 | Time: 2491.04 ms
[2021-07-05 23:32:32 main:574] : INFO : Epoch 1949 | loss: 0.0311944 | val_loss: 0.0312019 | Time: 2419.77 ms
[2021-07-05 23:32:35 main:574] : INFO : Epoch 1950 | loss: 0.0311942 | val_loss: 0.0312014 | Time: 2427.75 ms
[2021-07-05 23:32:37 main:574] : INFO : Epoch 1951 | loss: 0.0311943 | val_loss: 0.0312009 | Time: 2396.23 ms
[2021-07-05 23:32:40 main:574] : INFO : Epoch 1952 | loss: 0.0311951 | val_loss: 0.031207 | Time: 2380.59 ms
[2021-07-05 23:32:42 main:574] : INFO : Epoch 1953 | loss: 0.0312003 | val_loss: 0.0312072 | Time: 2455.56 ms
[2021-07-05 23:32:45 main:574] : INFO : Epoch 1954 | loss: 0.0311999 | val_loss: 0.0312058 | Time: 2568.65 ms
[2021-07-05 23:32:47 main:574] : INFO : Epoch 1955 | loss: 0.0311989 | val_loss: 0.031205 | Time: 2395.02 ms
[2021-07-05 23:32:50 main:574] : INFO : Epoch 1956 | loss: 0.0311985 | val_loss: 0.0312041 | Time: 2353.4 ms
[2021-07-05 23:32:52 main:574] : INFO : Epoch 1957 | loss: 0.0311987 | val_loss: 0.0312038 | Time: 2407.79 ms
[2021-07-05 23:32:54 main:574] : INFO : Epoch 1958 | loss: 0.0311984 | val_loss: 0.0312051 | Time: 2489.05 ms
[2021-07-05 23:32:57 main:574] : INFO : Epoch 1959 | loss: 0.0311979 | val_loss: 0.0312049 | Time: 2495.02 ms
[2021-07-05 23:32:59 main:574] : INFO : Epoch 1960 | loss: 0.0311982 | val_loss: 0.0312043 | Time: 2456.22 ms
[2021-07-05 23:33:02 main:574] : INFO : Epoch 1961 | loss: 0.0311981 | val_loss: 0.0312044 | Time: 2354.12 ms
[2021-07-05 23:33:04 main:574] : INFO : Epoch 1962 | loss: 0.0312002 | val_loss: 0.0312051 | Time: 2503.79 ms
[2021-07-05 23:33:07 main:574] : INFO : Epoch 1963 | loss: 0.0312026 | val_loss: 0.0312032 | Time: 2474.49 ms
[2021-07-05 23:33:09 main:574] : INFO : Epoch 1964 | loss: 0.0312007 | val_loss: 0.0312025 | Time: 2335.22 ms
[2021-07-05 23:33:12 main:574] : INFO : Epoch 1965 | loss: 0.0312006 | val_loss: 0.0312029 | Time: 2372.36 ms
[2021-07-05 23:33:14 main:574] : INFO : Epoch 1966 | loss: 0.0311999 | val_loss: 0.0312008 | Time: 2288.57 ms
[2021-07-05 23:33:16 main:574] : INFO : Epoch 1967 | loss: 0.0311993 | val_loss: 0.0312007 | Time: 2392.98 ms
[2021-07-05 23:33:19 main:574] : INFO : Epoch 1968 | loss: 0.0311984 | val_loss: 0.0311999 | Time: 2522.54 ms
[2021-07-05 23:33:21 main:574] : INFO : Epoch 1969 | loss: 0.0311979 | val_loss: 0.0311998 | Time: 2431.13 ms
[2021-07-05 23:33:24 main:574] : INFO : Epoch 1970 | loss: 0.0311977 | val_loss: 0.0312001 | Time: 2348.44 ms
[2021-07-05 23:33:26 main:574] : INFO : Epoch 1971 | loss: 0.0311977 | val_loss: 0.0312 | Time: 2407.86 ms
[2021-07-05 23:33:28 main:574] : INFO : Epoch 1972 | loss: 0.0311985 | val_loss: 0.0312 | Time: 2347.45 ms
[2021-07-05 23:33:31 main:574] : INFO : Epoch 1973 | loss: 0.0311975 | val_loss: 0.0312006 | Time: 2478.77 ms
[2021-07-05 23:33:33 main:574] : INFO : Epoch 1974 | loss: 0.0311975 | val_loss: 0.0311997 | Time: 2473.26 ms
[2021-07-05 23:33:36 main:574] : INFO : Epoch 1975 | loss: 0.0311967 | val_loss: 0.0312 | Time: 2356.98 ms
[2021-07-05 23:33:38 main:574] : INFO : Epoch 1976 | loss: 0.031197 | val_loss: 0.0312001 | Time: 2376.64 ms
[2021-07-05 23:33:41 main:574] : INFO : Epoch 1977 | loss: 0.0311963 | val_loss: 0.0311991 | Time: 2504.02 ms
[2021-07-05 23:33:43 main:574] : INFO : Epoch 1978 | loss: 0.0311956 | val_loss: 0.0311991 | Time: 2582.86 ms
[2021-07-05 23:33:46 main:574] : INFO : Epoch 1979 | loss: 0.0311956 | val_loss: 0.0311998 | Time: 2479.48 ms
[2021-07-05 23:33:48 main:574] : INFO : Epoch 1980 | loss: 0.0311956 | val_loss: 0.0311986 | Time: 2377.15 ms
[2021-07-05 23:33:51 main:574] : INFO : Epoch 1981 | loss: 0.0311951 | val_loss: 0.0311992 | Time: 2389.11 ms
[2021-07-05 23:33:53 main:574] : INFO : Epoch 1982 | loss: 0.0311949 | val_loss: 0.0311989 | Time: 2533.22 ms
[2021-07-05 23:33:56 main:574] : INFO : Epoch 1983 | loss: 0.0311947 | val_loss: 0.0311993 | Time: 2437.11 ms
[2021-07-05 23:33:58 main:574] : INFO : Epoch 1984 | loss: 0.0311944 | val_loss: 0.0312008 | Time: 2370.91 ms
[2021-07-05 23:34:00 main:574] : INFO : Epoch 1985 | loss: 0.031195 | val_loss: 0.031199 | Time: 2418.63 ms
[2021-07-05 23:34:03 main:574] : INFO : Epoch 1986 | loss: 0.0311951 | val_loss: 0.0311996 | Time: 2453.42 ms
[2021-07-05 23:34:05 main:574] : INFO : Epoch 1987 | loss: 0.0311947 | val_loss: 0.0311993 | Time: 2480.32 ms
[2021-07-05 23:34:08 main:574] : INFO : Epoch 1988 | loss: 0.0311941 | val_loss: 0.0311984 | Time: 2475.05 ms
[2021-07-05 23:34:10 main:574] : INFO : Epoch 1989 | loss: 0.0311942 | val_loss: 0.0311983 | Time: 2424.74 ms
[2021-07-05 23:34:13 main:574] : INFO : Epoch 1990 | loss: 0.0311944 | val_loss: 0.0311986 | Time: 2495.53 ms
[2021-07-05 23:34:15 main:574] : INFO : Epoch 1991 | loss: 0.0311948 | val_loss: 0.0311985 | Time: 2509.87 ms
[2021-07-05 23:34:18 main:574] : INFO : Epoch 1992 | loss: 0.0311946 | val_loss: 0.0311972 | Time: 2481.04 ms
[2021-07-05 23:34:20 main:574] : INFO : Epoch 1993 | loss: 0.0311948 | val_loss: 0.0311965 | Time: 2447.2 ms
[2021-07-05 23:34:23 main:574] : INFO : Epoch 1994 | loss: 0.0311955 | val_loss: 0.0311973 | Time: 2343.14 ms
[2021-07-05 23:34:25 main:574] : INFO : Epoch 1995 | loss: 0.0311958 | val_loss: 0.0311977 | Time: 2411.13 ms
[2021-07-05 23:34:28 main:574] : INFO : Epoch 1996 | loss: 0.0311942 | val_loss: 0.031197 | Time: 2501.23 ms
[2021-07-05 23:34:30 main:574] : INFO : Epoch 1997 | loss: 0.0311944 | val_loss: 0.0311974 | Time: 2466.86 ms
[2021-07-05 23:34:32 main:574] : INFO : Epoch 1998 | loss: 0.0311944 | val_loss: 0.0311984 | Time: 2402.71 ms
[2021-07-05 23:34:35 main:574] : INFO : Epoch 1999 | loss: 0.031195 | val_loss: 0.0311972 | Time: 2390.37 ms
[2021-07-05 23:34:37 main:574] : INFO : Epoch 2000 | loss: 0.0311939 | val_loss: 0.031197 | Time: 2407.89 ms
[2021-07-05 23:34:40 main:574] : INFO : Epoch 2001 | loss: 0.0311948 | val_loss: 0.0311975 | Time: 2387.53 ms
[2021-07-05 23:34:42 main:574] : INFO : Epoch 2002 | loss: 0.0311938 | val_loss: 0.031198 | Time: 2456.97 ms
[2021-07-05 23:34:44 main:574] : INFO : Epoch 2003 | loss: 0.0311964 | val_loss: 0.0312003 | Time: 2340.14 ms
[2021-07-05 23:34:47 main:574] : INFO : Epoch 2004 | loss: 0.0311969 | val_loss: 0.0312001 | Time: 2442.77 ms
[2021-07-05 23:34:49 main:574] : INFO : Epoch 2005 | loss: 0.0311962 | val_loss: 0.0312 | Time: 2367.42 ms
[2021-07-05 23:34:52 main:574] : INFO : Epoch 2006 | loss: 0.0311954 | val_loss: 0.0311999 | Time: 2494.25 ms
[2021-07-05 23:34:54 main:574] : INFO : Epoch 2007 | loss: 0.0311959 | val_loss: 0.0312 | Time: 2483.53 ms
[2021-07-05 23:34:57 main:574] : INFO : Epoch 2008 | loss: 0.0311948 | val_loss: 0.0312008 | Time: 2319.33 ms
[2021-07-05 23:34:59 main:574] : INFO : Epoch 2009 | loss: 0.0311959 | val_loss: 0.0312017 | Time: 2338.41 ms
[2021-07-05 23:35:01 main:574] : INFO : Epoch 2010 | loss: 0.031197 | val_loss: 0.0312039 | Time: 2435.64 ms
[2021-07-05 23:35:04 main:574] : INFO : Epoch 2011 | loss: 0.0311966 | val_loss: 0.031204 | Time: 2491.33 ms
[2021-07-05 23:35:06 main:574] : INFO : Epoch 2012 | loss: 0.031196 | val_loss: 0.0312025 | Time: 2435.71 ms
[2021-07-05 23:35:09 main:574] : INFO : Epoch 2013 | loss: 0.0311955 | val_loss: 0.0312019 | Time: 2445.15 ms
[2021-07-05 23:35:11 main:574] : INFO : Epoch 2014 | loss: 0.0311953 | val_loss: 0.0312007 | Time: 2338.86 ms
[2021-07-05 23:35:14 main:574] : INFO : Epoch 2015 | loss: 0.0311949 | val_loss: 0.0312009 | Time: 2333.98 ms
[2021-07-05 23:35:16 main:574] : INFO : Epoch 2016 | loss: 0.0311945 | val_loss: 0.0312008 | Time: 2596.32 ms
[2021-07-05 23:35:19 main:574] : INFO : Epoch 2017 | loss: 0.031194 | val_loss: 0.0312012 | Time: 2387.33 ms
[2021-07-05 23:35:21 main:574] : INFO : Epoch 2018 | loss: 0.0311943 | val_loss: 0.0312017 | Time: 2456.3 ms
[2021-07-05 23:35:23 main:574] : INFO : Epoch 2019 | loss: 0.0311937 | val_loss: 0.0312016 | Time: 2287.85 ms
[2021-07-05 23:35:26 main:574] : INFO : Epoch 2020 | loss: 0.0311942 | val_loss: 0.0312015 | Time: 2498.76 ms
[2021-07-05 23:35:28 main:574] : INFO : Epoch 2021 | loss: 0.0311933 | val_loss: 0.0312018 | Time: 2534.5 ms
[2021-07-05 23:35:31 main:574] : INFO : Epoch 2022 | loss: 0.031193 | val_loss: 0.0312014 | Time: 2396.24 ms
[2021-07-05 23:35:33 main:574] : INFO : Epoch 2023 | loss: 0.0311937 | val_loss: 0.0312013 | Time: 2332.2 ms
[2021-07-05 23:35:36 main:574] : INFO : Epoch 2024 | loss: 0.0311929 | val_loss: 0.0312016 | Time: 2430.32 ms
[2021-07-05 23:35:38 main:574] : INFO : Epoch 2025 | loss: 0.0311932 | val_loss: 0.0312024 | Time: 2436.16 ms
[2021-07-05 23:35:41 main:574] : INFO : Epoch 2026 | loss: 0.0311943 | val_loss: 0.0312027 | Time: 2487.88 ms
[2021-07-05 23:35:43 main:574] : INFO : Epoch 2027 | loss: 0.0311931 | val_loss: 0.0312018 | Time: 2460.34 ms
[2021-07-05 23:35:45 main:574] : INFO : Epoch 2028 | loss: 0.0311922 | val_loss: 0.031202 | Time: 2318.89 ms
[2021-07-05 23:35:48 main:574] : INFO : Epoch 2029 | loss: 0.031195 | val_loss: 0.0312029 | Time: 2400.2 ms
[2021-07-05 23:35:50 main:574] : INFO : Epoch 2030 | loss: 0.031199 | val_loss: 0.0312016 | Time: 2498.27 ms
[2021-07-05 23:35:53 main:574] : INFO : Epoch 2031 | loss: 0.0311977 | val_loss: 0.0312022 | Time: 2461.18 ms
[2021-07-05 23:35:55 main:574] : INFO : Epoch 2032 | loss: 0.0311961 | val_loss: 0.031202 | Time: 2478.43 ms
[2021-07-05 23:35:58 main:574] : INFO : Epoch 2033 | loss: 0.0311957 | val_loss: 0.0312032 | Time: 2312.12 ms
[2021-07-05 23:36:00 main:574] : INFO : Epoch 2034 | loss: 0.0311956 | val_loss: 0.0312016 | Time: 2468.5 ms
[2021-07-05 23:36:03 main:574] : INFO : Epoch 2035 | loss: 0.0311953 | val_loss: 0.0312026 | Time: 2545.01 ms
[2021-07-05 23:36:05 main:574] : INFO : Epoch 2036 | loss: 0.0311948 | val_loss: 0.0312021 | Time: 2422.25 ms
[2021-07-05 23:36:07 main:574] : INFO : Epoch 2037 | loss: 0.0311949 | val_loss: 0.0312035 | Time: 2354.19 ms
[2021-07-05 23:36:10 main:574] : INFO : Epoch 2038 | loss: 0.031196 | val_loss: 0.0312064 | Time: 2385.53 ms
[2021-07-05 23:36:12 main:574] : INFO : Epoch 2039 | loss: 0.0311956 | val_loss: 0.0312025 | Time: 2405.59 ms
[2021-07-05 23:36:15 main:574] : INFO : Epoch 2040 | loss: 0.0311955 | val_loss: 0.0312031 | Time: 2467.23 ms
[2021-07-05 23:36:17 main:574] : INFO : Epoch 2041 | loss: 0.0311944 | val_loss: 0.0312019 | Time: 2480.83 ms
[2021-07-05 23:36:20 main:574] : INFO : Epoch 2042 | loss: 0.0311945 | val_loss: 0.0312017 | Time: 2317.58 ms
[2021-07-05 23:36:22 main:574] : INFO : Epoch 2043 | loss: 0.0311946 | val_loss: 0.0312043 | Time: 2376 ms
[2021-07-05 23:36:25 main:574] : INFO : Epoch 2044 | loss: 0.0311947 | val_loss: 0.0312012 | Time: 2655.6 ms
[2021-07-05 23:36:27 main:574] : INFO : Epoch 2045 | loss: 0.0311932 | val_loss: 0.0312017 | Time: 2511.51 ms
[2021-07-05 23:36:30 main:574] : INFO : Epoch 2046 | loss: 0.0311935 | val_loss: 0.0312018 | Time: 2440.38 ms
[2021-07-05 23:36:32 main:574] : INFO : Epoch 2047 | loss: 0.0311928 | val_loss: 0.0312018 | Time: 2329.24 ms
[2021-07-05 23:36:34 main:574] : INFO : Epoch 2048 | loss: 0.0311922 | val_loss: 0.0312021 | Time: 2360.73 ms
[2021-07-05 23:36:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312021
[2021-07-05 23:36:34 main:603] : INFO : Saving end state to config to file
[2021-07-05 23:36:34 main:608] : INFO : Success, exiting..
23:36:34 (11572): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)