Task 5620074
| Name | ParityMachine-1625099063-8575-0_1 |
| Workunit | 3397758 |
| Created | 4 Jul 2021, 18:43:29 UTC |
| Sent | 4 Jul 2021, 19:55:21 UTC |
| Report deadline | 12 Jul 2021, 19:55:21 UTC |
| Received | 5 Jul 2021, 9:05:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7283 |
| Run time | 1 hours 27 min 1 sec |
| CPU time | 1 hours 26 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 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: 0.0311188 | val_loss: 0.0311813 | Time: 2559.82 ms
[2021-07-05 10:43:25 main:574] : INFO : Epoch 1543 | loss: 0.0311169 | val_loss: 0.0311912 | Time: 2577.06 ms
[2021-07-05 10:43:28 main:574] : INFO : Epoch 1544 | loss: 0.0311167 | val_loss: 0.031183 | Time: 2525.3 ms
[2021-07-05 10:43:30 main:574] : INFO : Epoch 1545 | loss: 0.0311134 | val_loss: 0.0311802 | Time: 2569.15 ms
[2021-07-05 10:43:33 main:574] : INFO : Epoch 1546 | loss: 0.0311144 | val_loss: 0.0311735 | Time: 2545.3 ms
[2021-07-05 10:43:35 main:574] : INFO : Epoch 1547 | loss: 0.0311111 | val_loss: 0.0311991 | Time: 2602.03 ms
[2021-07-05 10:43:38 main:574] : INFO : Epoch 1548 | loss: 0.0311046 | val_loss: 0.0311802 | Time: 2578.11 ms
[2021-07-05 10:43:41 main:574] : INFO : Epoch 1549 | loss: 0.031106 | val_loss: 0.0311861 | Time: 2559.5 ms
[2021-07-05 10:43:43 main:574] : INFO : Epoch 1550 | loss: 0.031115 | val_loss: 0.0311882 | Time: 2583.19 ms
[2021-07-05 10:43:46 main:574] : INFO : Epoch 1551 | loss: 0.0311095 | val_loss: 0.0311936 | Time: 2505.69 ms
[2021-07-05 10:43:48 main:574] : INFO : Epoch 1552 | loss: 0.031114 | val_loss: 0.0311776 | Time: 2565.34 ms
[2021-07-05 10:43:51 main:574] : INFO : Epoch 1553 | loss: 0.0311339 | val_loss: 0.0311719 | Time: 2551.16 ms
[2021-07-05 10:43:53 main:574] : INFO : Epoch 1554 | loss: 0.0311335 | val_loss: 0.0311722 | Time: 2637.15 ms
[2021-07-05 10:43:56 main:574] : INFO : Epoch 1555 | loss: 0.0311284 | val_loss: 0.0311905 | Time: 2579.03 ms
[2021-07-05 10:43:59 main:574] : INFO : Epoch 1556 | loss: 0.0311234 | val_loss: 0.0311731 | Time: 2547.61 ms
[2021-07-05 10:44:01 main:574] : INFO : Epoch 1557 | loss: 0.0311167 | val_loss: 0.0311791 | Time: 2576.27 ms
[2021-07-05 10:44:04 main:574] : INFO : Epoch 1558 | loss: 0.0311135 | val_loss: 0.031175 | Time: 2566.37 ms
[2021-07-05 10:44:06 main:574] : INFO : Epoch 1559 | loss: 0.0311098 | val_loss: 0.0311785 | Time: 2605.58 ms
[2021-07-05 10:44:09 main:574] : INFO : Epoch 1560 | loss: 0.0311056 | val_loss: 0.0311832 | Time: 2567.78 ms
[2021-07-05 10:44:11 main:574] : INFO : Epoch 1561 | loss: 0.0311055 | val_loss: 0.0311866 | Time: 2496.06 ms
[2021-07-05 10:44:14 main:574] : INFO : Epoch 1562 | loss: 0.0311092 | val_loss: 0.0311864 | Time: 2573.37 ms
[2021-07-05 10:44:17 main:574] : INFO : Epoch 1563 | loss: 0.0311065 | val_loss: 0.0311886 | Time: 2634.05 ms
[2021-07-05 10:44:19 main:574] : INFO : Epoch 1564 | loss: 0.0311093 | val_loss: 0.0311883 | Time: 2619.28 ms
[2021-07-05 10:44:22 main:574] : INFO : Epoch 1565 | loss: 0.031101 | val_loss: 0.0311848 | Time: 2599.28 ms
[2021-07-05 10:44:24 main:574] : INFO : Epoch 1566 | loss: 0.0311014 | val_loss: 0.0311826 | Time: 2556.45 ms
[2021-07-05 10:44:27 main:574] : INFO : Epoch 1567 | loss: 0.0311078 | val_loss: 0.0311841 | Time: 2587.78 ms
[2021-07-05 10:44:30 main:574] : INFO : Epoch 1568 | loss: 0.0311068 | val_loss: 0.031194 | Time: 2545.9 ms
[2021-07-05 10:44:32 main:574] : INFO : Epoch 1569 | loss: 0.031106 | val_loss: 0.0311875 | Time: 2583.42 ms
[2021-07-05 10:44:35 main:574] : INFO : Epoch 1570 | loss: 0.0311062 | val_loss: 0.0311942 | Time: 2568.86 ms
[2021-07-05 10:44:37 main:574] : INFO : Epoch 1571 | loss: 0.0311119 | val_loss: 0.0311871 | Time: 2564.27 ms
[2021-07-05 10:44:40 main:574] : INFO : Epoch 1572 | loss: 0.0311075 | val_loss: 0.031178 | Time: 2485.04 ms
[2021-07-05 10:44:42 main:574] : INFO : Epoch 1573 | loss: 0.0311026 | val_loss: 0.0311873 | Time: 2539.04 ms
[2021-07-05 10:44:45 main:574] : INFO : Epoch 1574 | loss: 0.0311044 | val_loss: 0.0311876 | Time: 2538.59 ms
[2021-07-05 10:44:47 main:574] : INFO : Epoch 1575 | loss: 0.031103 | val_loss: 0.0311761 | Time: 2504.62 ms
[2021-07-05 10:44:50 main:574] : INFO : Epoch 1576 | loss: 0.0311016 | val_loss: 0.0311899 | Time: 2557.64 ms
[2021-07-05 10:44:53 main:574] : INFO : Epoch 1577 | loss: 0.0311026 | val_loss: 0.0311993 | Time: 2582.16 ms
[2021-07-05 10:44:55 main:574] : INFO : Epoch 1578 | loss: 0.0311012 | val_loss: 0.0311857 | Time: 2599.93 ms
[2021-07-05 10:44:58 main:574] : INFO : Epoch 1579 | loss: 0.0311007 | val_loss: 0.0312019 | Time: 2558.54 ms
[2021-07-05 10:45:00 main:574] : INFO : Epoch 1580 | loss: 0.0311067 | val_loss: 0.0311999 | Time: 2540.98 ms
[2021-07-05 10:45:03 main:574] : INFO : Epoch 1581 | loss: 0.0311066 | val_loss: 0.0311753 | Time: 2550.92 ms
[2021-07-05 10:45:05 main:574] : INFO : Epoch 1582 | loss: 0.03111 | val_loss: 0.0311774 | Time: 2569.01 ms
[2021-07-05 10:45:08 main:574] : INFO : Epoch 1583 | loss: 0.0311074 | val_loss: 0.0312078 | Time: 2572.33 ms
[2021-07-05 10:45:11 main:574] : INFO : Epoch 1584 | loss: 0.0311029 | val_loss: 0.0311908 | Time: 2612.98 ms
[2021-07-05 10:45:13 main:574] : INFO : Epoch 1585 | loss: 0.0311007 | val_loss: 0.0311971 | Time: 2570.08 ms
[2021-07-05 10:45:16 main:574] : INFO : Epoch 1586 | loss: 0.0311027 | val_loss: 0.031191 | Time: 2571.53 ms
[2021-07-05 10:45:18 main:574] : INFO : Epoch 1587 | loss: 0.0311046 | val_loss: 0.0311943 | Time: 2532.86 ms
[2021-07-05 10:45:21 main:574] : INFO : Epoch 1588 | loss: 0.031103 | val_loss: 0.0312067 | Time: 2592.68 ms
[2021-07-05 10:45:24 main:574] : INFO : Epoch 1589 | loss: 0.031106 | val_loss: 0.0311879 | Time: 2654.05 ms
[2021-07-05 10:45:26 main:574] : INFO : Epoch 1590 | loss: 0.0311037 | val_loss: 0.0311869 | Time: 2619.06 ms
[2021-07-05 10:45:29 main:574] : INFO : Epoch 1591 | loss: 0.0311008 | val_loss: 0.0311986 | Time: 2611.19 ms
[2021-07-05 10:45:31 main:574] : INFO : Epoch 1592 | loss: 0.0311055 | val_loss: 0.0311897 | Time: 2532.31 ms
[2021-07-05 10:45:34 main:574] : INFO : Epoch 1593 | loss: 0.0311053 | val_loss: 0.0311908 | Time: 2564.48 ms
[2021-07-05 10:45:36 main:574] : INFO : Epoch 1594 | loss: 0.0310984 | val_loss: 0.0311963 | Time: 2582.36 ms
[2021-07-05 10:45:39 main:574] : INFO : Epoch 1595 | loss: 0.0310991 | val_loss: 0.0311878 | Time: 2564.1 ms
[2021-07-05 10:45:42 main:574] : INFO : Epoch 1596 | loss: 0.0311011 | val_loss: 0.0311878 | Time: 2583.07 ms
[2021-07-05 10:45:44 main:574] : INFO : Epoch 1597 | loss: 0.0311003 | val_loss: 0.0311836 | Time: 2507.95 ms
[2021-07-05 10:45:47 main:574] : INFO : Epoch 1598 | loss: 0.0311037 | val_loss: 0.031187 | Time: 2521.8 ms
[2021-07-05 10:45:49 main:574] : INFO : Epoch 1599 | loss: 0.0311008 | val_loss: 0.0311903 | Time: 2622.62 ms
[2021-07-05 10:45:52 main:574] : INFO : Epoch 1600 | loss: 0.031099 | val_loss: 0.031199 | Time: 2579.97 ms
[2021-07-05 10:45:55 main:574] : INFO : Epoch 1601 | loss: 0.0310996 | val_loss: 0.0312054 | Time: 2625.86 ms
[2021-07-05 10:45:57 main:574] : INFO : Epoch 1602 | loss: 0.0311026 | val_loss: 0.0311874 | Time: 2578.81 ms
[2021-07-05 10:46:00 main:574] : INFO : Epoch 1603 | loss: 0.0311017 | val_loss: 0.0311991 | Time: 2598.46 ms
[2021-07-05 10:46:02 main:574] : INFO : Epoch 1604 | loss: 0.031103 | val_loss: 0.0311949 | Time: 2555.03 ms
[2021-07-05 10:46:05 main:574] : INFO : Epoch 1605 | loss: 0.0310986 | val_loss: 0.0312015 | Time: 2600.83 ms
[2021-07-05 10:46:07 main:574] : INFO : Epoch 1606 | loss: 0.0311045 | val_loss: 0.0311879 | Time: 2583.18 ms
[2021-07-05 10:46:10 main:574] : INFO : Epoch 1607 | loss: 0.0310989 | val_loss: 0.031193 | Time: 2567.42 ms
[2021-07-05 10:46:13 main:574] : INFO : Epoch 1608 | loss: 0.0311003 | val_loss: 0.0312018 | Time: 2571.42 ms
[2021-07-05 10:46:15 main:574] : INFO : Epoch 1609 | loss: 0.031094 | val_loss: 0.0311937 | Time: 2623.93 ms
[2021-07-05 10:46:18 main:574] : INFO : Epoch 1610 | loss: 0.0310959 | val_loss: 0.0311891 | Time: 2612.27 ms
[2021-07-05 10:46:20 main:574] : INFO : Epoch 1611 | loss: 0.0310987 | val_loss: 0.0312067 | Time: 2624.81 ms
[2021-07-05 10:46:23 main:574] : INFO : Epoch 1612 | loss: 0.0311007 | val_loss: 0.0311832 | Time: 2496.19 ms
[2021-07-05 10:46:26 main:574] : INFO : Epoch 1613 | loss: 0.0310956 | val_loss: 0.0311966 | Time: 2575.12 ms
[2021-07-05 10:46:28 main:574] : INFO : Epoch 1614 | loss: 0.0310976 | val_loss: 0.0311925 | Time: 2508.61 ms
[2021-07-05 10:46:31 main:574] : INFO : Epoch 1615 | loss: 0.0311006 | val_loss: 0.0311969 | Time: 2612.06 ms
[2021-07-05 10:46:33 main:574] : INFO : Epoch 1616 | loss: 0.0310991 | val_loss: 0.0312074 | Time: 2522.05 ms
[2021-07-05 10:46:36 main:574] : INFO : Epoch 1617 | loss: 0.0310984 | val_loss: 0.0311862 | Time: 2541.44 ms
[2021-07-05 10:46:38 main:574] : INFO : Epoch 1618 | loss: 0.0310976 | val_loss: 0.031198 | Time: 2592.87 ms
[2021-07-05 10:46:41 main:574] : INFO : Epoch 1619 | loss: 0.031097 | val_loss: 0.0312193 | Time: 2567.37 ms
[2021-07-05 10:46:43 main:574] : INFO : Epoch 1620 | loss: 0.0310988 | val_loss: 0.0312021 | Time: 2514.17 ms
[2021-07-05 10:46:46 main:574] : INFO : Epoch 1621 | loss: 0.0310955 | val_loss: 0.0311909 | Time: 2601.98 ms
[2021-07-05 10:46:49 main:574] : INFO : Epoch 1622 | loss: 0.0310941 | val_loss: 0.0311988 | Time: 2559.46 ms
[2021-07-05 10:46:51 main:574] : INFO : Epoch 1623 | loss: 0.0310897 | val_loss: 0.0312171 | Time: 2579.33 ms
[2021-07-05 10:46:54 main:574] : INFO : Epoch 1624 | loss: 0.0310883 | val_loss: 0.0312084 | Time: 2522.72 ms
[2021-07-05 10:46:56 main:574] : INFO : Epoch 1625 | loss: 0.031092 | val_loss: 0.031209 | Time: 2573.09 ms
[2021-07-05 10:46:59 main:574] : INFO : Epoch 1626 | loss: 0.0310908 | val_loss: 0.0312039 | Time: 2596.99 ms
[2021-07-05 10:47:01 main:574] : INFO : Epoch 1627 | loss: 0.0310915 | val_loss: 0.0311956 | Time: 2509.79 ms
[2021-07-05 10:47:04 main:574] : INFO : Epoch 1628 | loss: 0.0310984 | val_loss: 0.0312035 | Time: 2550.74 ms
[2021-07-05 10:47:07 main:574] : INFO : Epoch 1629 | loss: 0.0310925 | val_loss: 0.0311897 | Time: 2589.35 ms
[2021-07-05 10:47:09 main:574] : INFO : Epoch 1630 | loss: 0.0310979 | val_loss: 0.031208 | Time: 2583.13 ms
[2021-07-05 10:47:12 main:574] : INFO : Epoch 1631 | loss: 0.0311102 | val_loss: 0.0311866 | Time: 2519.79 ms
[2021-07-05 10:47:14 main:574] : INFO : Epoch 1632 | loss: 0.0311009 | val_loss: 0.031202 | Time: 2568.05 ms
[2021-07-05 10:47:17 main:574] : INFO : Epoch 1633 | loss: 0.0311016 | val_loss: 0.0311941 | Time: 2623.64 ms
[2021-07-05 10:47:19 main:574] : INFO : Epoch 1634 | loss: 0.0310953 | val_loss: 0.0311929 | Time: 2553.47 ms
[2021-07-05 10:47:22 main:574] : INFO : Epoch 1635 | loss: 0.0310864 | val_loss: 0.0311936 | Time: 2526.36 ms
[2021-07-05 10:47:25 main:574] : INFO : Epoch 1636 | loss: 0.0310861 | val_loss: 0.0312092 | Time: 2574.17 ms
[2021-07-05 10:47:27 main:574] : INFO : Epoch 1637 | loss: 0.0310916 | val_loss: 0.0311868 | Time: 2607.3 ms
[2021-07-05 10:47:30 main:574] : INFO : Epoch 1638 | loss: 0.0310994 | val_loss: 0.0311883 | Time: 2547.87 ms
[2021-07-05 10:47:32 main:574] : INFO : Epoch 1639 | loss: 0.0310981 | val_loss: 0.031198 | Time: 2538.96 ms
[2021-07-05 10:47:35 main:574] : INFO : Epoch 1640 | loss: 0.031106 | val_loss: 0.031199 | Time: 2559.65 ms
[2021-07-05 10:47:37 main:574] : INFO : Epoch 1641 | loss: 0.0311496 | val_loss: 0.0311729 | Time: 2558.63 ms
[2021-07-05 10:47:40 main:574] : INFO : Epoch 1642 | loss: 0.0311481 | val_loss: 0.0311746 | Time: 2629.33 ms
[2021-07-05 10:47:43 main:574] : INFO : Epoch 1643 | loss: 0.0311357 | val_loss: 0.0311712 | Time: 2637.08 ms
[2021-07-05 10:47:45 main:574] : INFO : Epoch 1644 | loss: 0.0311295 | val_loss: 0.0311667 | Time: 2524.4 ms
[2021-07-05 10:47:48 main:574] : INFO : Epoch 1645 | loss: 0.0311277 | val_loss: 0.0311688 | Time: 2504.47 ms
[2021-07-05 10:47:50 main:574] : INFO : Epoch 1646 | loss: 0.0311245 | val_loss: 0.0311771 | Time: 2576.68 ms
[2021-07-05 10:47:53 main:574] : INFO : Epoch 1647 | loss: 0.031121 | val_loss: 0.0311717 | Time: 2542.53 ms
[2021-07-05 10:47:55 main:574] : INFO : Epoch 1648 | loss: 0.0311211 | val_loss: 0.0311716 | Time: 2577.79 ms
[2021-07-05 10:47:58 main:574] : INFO : Epoch 1649 | loss: 0.0311175 | val_loss: 0.0311725 | Time: 2552.71 ms
[2021-07-05 10:48:01 main:574] : INFO : Epoch 1650 | loss: 0.0311121 | val_loss: 0.0311866 | Time: 2655.04 ms
[2021-07-05 10:48:03 main:574] : INFO : Epoch 1651 | loss: 0.0311097 | val_loss: 0.0311749 | Time: 2569.78 ms
[2021-07-05 10:48:06 main:574] : INFO : Epoch 1652 | loss: 0.031109 | val_loss: 0.0311802 | Time: 2480.77 ms
[2021-07-05 10:48:08 main:574] : INFO : Epoch 1653 | loss: 0.0311079 | val_loss: 0.0311831 | Time: 2590.14 ms
[2021-07-05 10:48:11 main:574] : INFO : Epoch 1654 | loss: 0.0311092 | val_loss: 0.031179 | Time: 2652.9 ms
[2021-07-05 10:48:13 main:574] : INFO : Epoch 1655 | loss: 0.0311112 | val_loss: 0.0311909 | Time: 2468.56 ms
[2021-07-05 10:48:16 main:574] : INFO : Epoch 1656 | loss: 0.0311085 | val_loss: 0.0311903 | Time: 2592.59 ms
[2021-07-05 10:48:19 main:574] : INFO : Epoch 1657 | loss: 0.0311034 | val_loss: 0.0311939 | Time: 2525.7 ms
[2021-07-05 10:48:21 main:574] : INFO : Epoch 1658 | loss: 0.0310998 | val_loss: 0.0311888 | Time: 2561.97 ms
[2021-07-05 10:48:24 main:574] : INFO : Epoch 1659 | loss: 0.0310974 | val_loss: 0.0311953 | Time: 2599.91 ms
[2021-07-05 10:48:26 main:574] : INFO : Epoch 1660 | loss: 0.0310937 | val_loss: 0.0312045 | Time: 2500.05 ms
[2021-07-05 10:48:29 main:574] : INFO : Epoch 1661 | loss: 0.0310958 | val_loss: 0.0311877 | Time: 2575.7 ms
[2021-07-05 10:48:31 main:574] : INFO : Epoch 1662 | loss: 0.0310955 | val_loss: 0.0312053 | Time: 2555.81 ms
[2021-07-05 10:48:34 main:574] : INFO : Epoch 1663 | loss: 0.0310932 | val_loss: 0.0311926 | Time: 2602 ms
[2021-07-05 10:48:37 main:574] : INFO : Epoch 1664 | loss: 0.0310906 | val_loss: 0.0312003 | Time: 2637.35 ms
[2021-07-05 10:48:39 main:574] : INFO : Epoch 1665 | loss: 0.0310923 | val_loss: 0.0312046 | Time: 2549.18 ms
[2021-07-05 10:48:42 main:574] : INFO : Epoch 1666 | loss: 0.0310964 | val_loss: 0.0311973 | Time: 2531.12 ms
[2021-07-05 10:48:44 main:574] : INFO : Epoch 1667 | loss: 0.0311028 | val_loss: 0.0311963 | Time: 2601.8 ms
[2021-07-05 10:48:47 main:574] : INFO : Epoch 1668 | loss: 0.0311147 | val_loss: 0.0311909 | Time: 2557.18 ms
[2021-07-05 10:48:50 main:574] : INFO : Epoch 1669 | loss: 0.0311227 | val_loss: 0.031183 | Time: 2569.87 ms
[2021-07-05 10:48:52 main:574] : INFO : Epoch 1670 | loss: 0.0311151 | val_loss: 0.0311796 | Time: 2601.32 ms
[2021-07-05 10:48:55 main:574] : INFO : Epoch 1671 | loss: 0.0311103 | val_loss: 0.0311914 | Time: 2629.72 ms
[2021-07-05 10:48:57 main:574] : INFO : Epoch 1672 | loss: 0.0311063 | val_loss: 0.0311895 | Time: 2569.16 ms
[2021-07-05 10:49:00 main:574] : INFO : Epoch 1673 | loss: 0.0311048 | val_loss: 0.0311865 | Time: 2524.63 ms
[2021-07-05 10:49:02 main:574] : INFO : Epoch 1674 | loss: 0.031101 | val_loss: 0.0311894 | Time: 2536.68 ms
[2021-07-05 10:49:05 main:574] : INFO : Epoch 1675 | loss: 0.0310975 | val_loss: 0.0311917 | Time: 2606.51 ms
[2021-07-05 10:49:08 main:574] : INFO : Epoch 1676 | loss: 0.0310934 | val_loss: 0.0311926 | Time: 2559.45 ms
[2021-07-05 10:49:10 main:574] : INFO : Epoch 1677 | loss: 0.0310964 | val_loss: 0.0311863 | Time: 2543.25 ms
[2021-07-05 10:49:13 main:574] : INFO : Epoch 1678 | loss: 0.0310967 | val_loss: 0.0311979 | Time: 2570.84 ms
[2021-07-05 10:49:15 main:574] : INFO : Epoch 1679 | loss: 0.0310928 | val_loss: 0.0311981 | Time: 2589.77 ms
[2021-07-05 10:49:18 main:574] : INFO : Epoch 1680 | loss: 0.0310961 | val_loss: 0.031193 | Time: 2536.93 ms
[2021-07-05 10:49:20 main:574] : INFO : Epoch 1681 | loss: 0.0310927 | val_loss: 0.0311931 | Time: 2575.28 ms
[2021-07-05 10:49:23 main:574] : INFO : Epoch 1682 | loss: 0.0310938 | val_loss: 0.0312082 | Time: 2334.6 ms
[2021-07-05 10:49:25 main:574] : INFO : Epoch 1683 | loss: 0.0310917 | val_loss: 0.0312048 | Time: 1778.49 ms
[2021-07-05 10:49:26 main:574] : INFO : Epoch 1684 | loss: 0.0310894 | val_loss: 0.0312004 | Time: 1739.05 ms
[2021-07-05 10:49:28 main:574] : INFO : Epoch 1685 | loss: 0.0310856 | val_loss: 0.0312014 | Time: 1744.56 ms
[2021-07-05 10:49:30 main:574] : INFO : Epoch 1686 | loss: 0.0310914 | val_loss: 0.0311957 | Time: 1714.03 ms
[2021-07-05 10:49:32 main:574] : INFO : Epoch 1687 | loss: 0.0310928 | val_loss: 0.031211 | Time: 2009.4 ms
[2021-07-05 10:49:34 main:574] : INFO : Epoch 1688 | loss: 0.0310872 | val_loss: 0.0312033 | Time: 2564.95 ms
[2021-07-05 10:49:37 main:574] : INFO : Epoch 1689 | loss: 0.031086 | val_loss: 0.0312091 | Time: 2568.14 ms
[2021-07-05 10:49:40 main:574] : INFO : Epoch 1690 | loss: 0.0310987 | val_loss: 0.0311901 | Time: 2548.87 ms
[2021-07-05 10:49:42 main:574] : INFO : Epoch 1691 | loss: 0.0310985 | val_loss: 0.0311923 | Time: 2587.25 ms
[2021-07-05 10:49:45 main:574] : INFO : Epoch 1692 | loss: 0.0310989 | val_loss: 0.031211 | Time: 2597.99 ms
[2021-07-05 10:49:47 main:574] : INFO : Epoch 1693 | loss: 0.0310872 | val_loss: 0.0311875 | Time: 2571.45 ms
[2021-07-05 10:49:50 main:574] : INFO : Epoch 1694 | loss: 0.0310838 | val_loss: 0.031201 | Time: 2620.86 ms
[2021-07-05 10:49:52 main:574] : INFO : Epoch 1695 | loss: 0.0310821 | val_loss: 0.0311964 | Time: 2579 ms
[2021-07-05 10:49:55 main:574] : INFO : Epoch 1696 | loss: 0.0310856 | val_loss: 0.0312009 | Time: 2595.61 ms
[2021-07-05 10:49:58 main:574] : INFO : Epoch 1697 | loss: 0.0310775 | val_loss: 0.0311951 | Time: 2531.87 ms
[2021-07-05 10:50:00 main:574] : INFO : Epoch 1698 | loss: 0.0310781 | val_loss: 0.031213 | Time: 2523.1 ms
[2021-07-05 10:50:03 main:574] : INFO : Epoch 1699 | loss: 0.031084 | val_loss: 0.0312039 | Time: 2550.69 ms
[2021-07-05 10:50:05 main:574] : INFO : Epoch 1700 | loss: 0.0310783 | val_loss: 0.0312026 | Time: 2601.97 ms
[2021-07-05 10:50:08 main:574] : INFO : Epoch 1701 | loss: 0.0310904 | val_loss: 0.031194 | Time: 2584 ms
[2021-07-05 10:50:11 main:574] : INFO : Epoch 1702 | loss: 0.0311072 | val_loss: 0.0311979 | Time: 2612.2 ms
[2021-07-05 10:50:13 main:574] : INFO : Epoch 1703 | loss: 0.0310938 | val_loss: 0.0312 | Time: 2533.66 ms
[2021-07-05 10:50:16 main:574] : INFO : Epoch 1704 | loss: 0.0310872 | val_loss: 0.031194 | Time: 2569.91 ms
[2021-07-05 10:50:18 main:574] : INFO : Epoch 1705 | loss: 0.0310835 | val_loss: 0.0312053 | Time: 2558.2 ms
[2021-07-05 10:50:21 main:574] : INFO : Epoch 1706 | loss: 0.0310864 | val_loss: 0.0311846 | Time: 2551.37 ms
[2021-07-05 10:50:23 main:574] : INFO : Epoch 1707 | loss: 0.0310867 | val_loss: 0.0312014 | Time: 2581.51 ms
[2021-07-05 10:50:26 main:574] : INFO : Epoch 1708 | loss: 0.0310933 | val_loss: 0.0311981 | Time: 2612.44 ms
[2021-07-05 10:50:29 main:574] : INFO : Epoch 1709 | loss: 0.0310874 | val_loss: 0.0311994 | Time: 2590.73 ms
[2021-07-05 10:50:31 main:574] : INFO : Epoch 1710 | loss: 0.0310812 | val_loss: 0.0312025 | Time: 2559.12 ms
[2021-07-05 10:50:34 main:574] : INFO : Epoch 1711 | loss: 0.0311734 | val_loss: 0.0312229 | Time: 2583.84 ms
[2021-07-05 10:50:36 main:574] : INFO : Epoch 1712 | loss: 0.031218 | val_loss: 0.0312288 | Time: 2551.82 ms
[2021-07-05 10:50:39 main:574] : INFO : Epoch 1713 | loss: 0.0312367 | val_loss: 0.0313127 | Time: 2586.47 ms
[2021-07-05 10:50:41 main:574] : INFO : Epoch 1714 | loss: 0.0313435 | val_loss: 0.0312557 | Time: 2616.27 ms
[2021-07-05 10:50:44 main:574] : INFO : Epoch 1715 | loss: 0.0313369 | val_loss: 0.03235 | Time: 2554.67 ms
[2021-07-05 10:50:47 main:574] : INFO : Epoch 1716 | loss: 0.0375022 | val_loss: 0.0581277 | Time: 2543.77 ms
[2021-07-05 10:50:49 main:574] : INFO : Epoch 1717 | loss: 0.0406849 | val_loss: 0.0361578 | Time: 2566.56 ms
[2021-07-05 10:50:52 main:574] : INFO : Epoch 1718 | loss: 0.0349424 | val_loss: 0.0323424 | Time: 2585.16 ms
[2021-07-05 10:50:54 main:574] : INFO : Epoch 1719 | loss: 0.0316622 | val_loss: 0.0314248 | Time: 2628.34 ms
[2021-07-05 10:50:57 main:574] : INFO : Epoch 1720 | loss: 0.0313312 | val_loss: 0.0312903 | Time: 2608.08 ms
[2021-07-05 10:51:00 main:574] : INFO : Epoch 1721 | loss: 0.0312688 | val_loss: 0.0312583 | Time: 2638.92 ms
[2021-07-05 10:51:02 main:574] : INFO : Epoch 1722 | loss: 0.0312556 | val_loss: 0.0312525 | Time: 2615.88 ms
[2021-07-05 10:51:05 main:574] : INFO : Epoch 1723 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 2530.34 ms
[2021-07-05 10:51:07 main:574] : INFO : Epoch 1724 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 2580.94 ms
[2021-07-05 10:51:10 main:574] : INFO : Epoch 1725 | loss: 0.0312473 | val_loss: 0.031247 | Time: 2639.78 ms
[2021-07-05 10:51:13 main:574] : INFO : Epoch 1726 | loss: 0.0312456 | val_loss: 0.0312452 | Time: 2531.81 ms
[2021-07-05 10:51:15 main:574] : INFO : Epoch 1727 | loss: 0.0312446 | val_loss: 0.0312451 | Time: 2622.57 ms
[2021-07-05 10:51:18 main:574] : INFO : Epoch 1728 | loss: 0.0312428 | val_loss: 0.0312418 | Time: 2567.06 ms
[2021-07-05 10:51:20 main:574] : INFO : Epoch 1729 | loss: 0.0312402 | val_loss: 0.0312392 | Time: 2575.93 ms
[2021-07-05 10:51:23 main:574] : INFO : Epoch 1730 | loss: 0.0312373 | val_loss: 0.0312363 | Time: 2543.09 ms
[2021-07-05 10:51:25 main:574] : INFO : Epoch 1731 | loss: 0.0312339 | val_loss: 0.0312317 | Time: 2566.74 ms
[2021-07-05 10:51:28 main:574] : INFO : Epoch 1732 | loss: 0.0312298 | val_loss: 0.0312281 | Time: 2553.21 ms
[2021-07-05 10:51:31 main:574] : INFO : Epoch 1733 | loss: 0.031225 | val_loss: 0.0312217 | Time: 2612.13 ms
[2021-07-05 10:51:33 main:574] : INFO : Epoch 1734 | loss: 0.0312192 | val_loss: 0.0312173 | Time: 2582.15 ms
[2021-07-05 10:51:36 main:574] : INFO : Epoch 1735 | loss: 0.0312133 | val_loss: 0.0312097 | Time: 2582.83 ms
[2021-07-05 10:51:38 main:574] : INFO : Epoch 1736 | loss: 0.031206 | val_loss: 0.0312035 | Time: 2583.72 ms
[2021-07-05 10:51:41 main:574] : INFO : Epoch 1737 | loss: 0.0311993 | val_loss: 0.0311985 | Time: 2576.47 ms
[2021-07-05 10:51:44 main:574] : INFO : Epoch 1738 | loss: 0.031194 | val_loss: 0.0311943 | Time: 2502.74 ms
[2021-07-05 10:51:46 main:574] : INFO : Epoch 1739 | loss: 0.0311899 | val_loss: 0.0311912 | Time: 2587.15 ms
[2021-07-05 10:51:49 main:574] : INFO : Epoch 1740 | loss: 0.0311877 | val_loss: 0.0311888 | Time: 2578.14 ms
[2021-07-05 10:51:51 main:574] : INFO : Epoch 1741 | loss: 0.0311858 | val_loss: 0.0311878 | Time: 2578.53 ms
[2021-07-05 10:51:54 main:574] : INFO : Epoch 1742 | loss: 0.0311835 | val_loss: 0.0311868 | Time: 2618.85 ms
[2021-07-05 10:51:56 main:574] : INFO : Epoch 1743 | loss: 0.0311821 | val_loss: 0.0311857 | Time: 2573.74 ms
[2021-07-05 10:51:59 main:574] : INFO : Epoch 1744 | loss: 0.0311814 | val_loss: 0.0311853 | Time: 2589.12 ms
[2021-07-05 10:52:02 main:574] : INFO : Epoch 1745 | loss: 0.0311802 | val_loss: 0.0311851 | Time: 2608.09 ms
[2021-07-05 10:52:04 main:574] : INFO : Epoch 1746 | loss: 0.03118 | val_loss: 0.0311842 | Time: 2576.28 ms
[2021-07-05 10:52:07 main:574] : INFO : Epoch 1747 | loss: 0.0311787 | val_loss: 0.0311835 | Time: 2557.49 ms
[2021-07-05 10:52:09 main:574] : INFO : Epoch 1748 | loss: 0.031178 | val_loss: 0.0311836 | Time: 2576.13 ms
[2021-07-05 10:52:12 main:574] : INFO : Epoch 1749 | loss: 0.0311776 | val_loss: 0.0311825 | Time: 2640.14 ms
[2021-07-05 10:52:15 main:574] : INFO : Epoch 1750 | loss: 0.0311767 | val_loss: 0.0311823 | Time: 2550.64 ms
[2021-07-05 10:52:17 main:574] : INFO : Epoch 1751 | loss: 0.0311762 | val_loss: 0.0311823 | Time: 2523.53 ms
[2021-07-05 10:52:20 main:574] : INFO : Epoch 1752 | loss: 0.0311755 | val_loss: 0.0311819 | Time: 2538.23 ms
[2021-07-05 10:52:22 main:574] : INFO : Epoch 1753 | loss: 0.0311748 | val_loss: 0.0311813 | Time: 2577.71 ms
[2021-07-05 10:52:25 main:574] : INFO : Epoch 1754 | loss: 0.0311743 | val_loss: 0.0311812 | Time: 2605.36 ms
[2021-07-05 10:52:27 main:574] : INFO : Epoch 1755 | loss: 0.031174 | val_loss: 0.031181 | Time: 2610.55 ms
[2021-07-05 10:52:30 main:574] : INFO : Epoch 1756 | loss: 0.0311734 | val_loss: 0.031181 | Time: 2629.08 ms
[2021-07-05 10:52:33 main:574] : INFO : Epoch 1757 | loss: 0.0311728 | val_loss: 0.0311807 | Time: 2551.68 ms
[2021-07-05 10:52:35 main:574] : INFO : Epoch 1758 | loss: 0.0311732 | val_loss: 0.03118 | Time: 2578.2 ms
[2021-07-05 10:52:38 main:574] : INFO : Epoch 1759 | loss: 0.0311722 | val_loss: 0.0311806 | Time: 2618.88 ms
[2021-07-05 10:52:40 main:574] : INFO : Epoch 1760 | loss: 0.0311713 | val_loss: 0.0311805 | Time: 2489.72 ms
[2021-07-05 10:52:43 main:574] : INFO : Epoch 1761 | loss: 0.0311708 | val_loss: 0.0311796 | Time: 2582.5 ms
[2021-07-05 10:52:46 main:574] : INFO : Epoch 1762 | loss: 0.0311708 | val_loss: 0.0311787 | Time: 2537.82 ms
[2021-07-05 10:52:48 main:574] : INFO : Epoch 1763 | loss: 0.0311705 | val_loss: 0.0311827 | Time: 2596.75 ms
[2021-07-05 10:52:51 main:574] : INFO : Epoch 1764 | loss: 0.0311699 | val_loss: 0.0311779 | Time: 2615.13 ms
[2021-07-05 10:52:53 main:574] : INFO : Epoch 1765 | loss: 0.0311679 | val_loss: 0.0311782 | Time: 2636.72 ms
[2021-07-05 10:52:56 main:574] : INFO : Epoch 1766 | loss: 0.031168 | val_loss: 0.0311806 | Time: 2555.43 ms
[2021-07-05 10:52:59 main:574] : INFO : Epoch 1767 | loss: 0.0311684 | val_loss: 0.0311786 | Time: 2554.8 ms
[2021-07-05 10:53:01 main:574] : INFO : Epoch 1768 | loss: 0.0311661 | val_loss: 0.0311778 | Time: 2531 ms
[2021-07-05 10:53:04 main:574] : INFO : Epoch 1769 | loss: 0.0311664 | val_loss: 0.0311791 | Time: 2611.98 ms
[2021-07-05 10:53:06 main:574] : INFO : Epoch 1770 | loss: 0.0311663 | val_loss: 0.0311771 | Time: 2566.07 ms
[2021-07-05 10:53:09 main:574] : INFO : Epoch 1771 | loss: 0.0311669 | val_loss: 0.0311758 | Time: 2655.12 ms
[2021-07-05 10:53:12 main:574] : INFO : Epoch 1772 | loss: 0.0311673 | val_loss: 0.0311751 | Time: 2588.8 ms
[2021-07-05 10:53:14 main:574] : INFO : Epoch 1773 | loss: 0.0311656 | val_loss: 0.0311764 | Time: 2527.3 ms
[2021-07-05 10:53:17 main:574] : INFO : Epoch 1774 | loss: 0.0311651 | val_loss: 0.0311752 | Time: 2564.7 ms
[2021-07-05 10:53:19 main:574] : INFO : Epoch 1775 | loss: 0.0311643 | val_loss: 0.0311759 | Time: 2539.5 ms
[2021-07-05 10:53:22 main:574] : INFO : Epoch 1776 | loss: 0.0311639 | val_loss: 0.0311809 | Time: 2521.71 ms
[2021-07-05 10:53:24 main:574] : INFO : Epoch 1777 | loss: 0.0311665 | val_loss: 0.0311776 | Time: 2583.37 ms
[2021-07-05 10:53:27 main:574] : INFO : Epoch 1778 | loss: 0.0311632 | val_loss: 0.0311748 | Time: 2595.71 ms
[2021-07-05 10:53:29 main:574] : INFO : Epoch 1779 | loss: 0.031165 | val_loss: 0.0311783 | Time: 2564.22 ms
[2021-07-05 10:53:32 main:574] : INFO : Epoch 1780 | loss: 0.0311631 | val_loss: 0.031177 | Time: 2526.93 ms
[2021-07-05 10:53:34 main:574] : INFO : Epoch 1781 | loss: 0.0311619 | val_loss: 0.0311796 | Time: 2468.01 ms
[2021-07-05 10:53:37 main:574] : INFO : Epoch 1782 | loss: 0.0311627 | val_loss: 0.0311762 | Time: 2515.37 ms
[2021-07-05 10:53:40 main:574] : INFO : Epoch 1783 | loss: 0.0311619 | val_loss: 0.0311756 | Time: 2576.63 ms
[2021-07-05 10:53:42 main:574] : INFO : Epoch 1784 | loss: 0.0311612 | val_loss: 0.0311773 | Time: 2599.93 ms
[2021-07-05 10:53:45 main:574] : INFO : Epoch 1785 | loss: 0.0311617 | val_loss: 0.0311753 | Time: 2575.64 ms
[2021-07-05 10:53:47 main:574] : INFO : Epoch 1786 | loss: 0.0311605 | val_loss: 0.0311757 | Time: 2587.64 ms
[2021-07-05 10:53:50 main:574] : INFO : Epoch 1787 | loss: 0.0311606 | val_loss: 0.0311768 | Time: 2494.49 ms
[2021-07-05 10:53:52 main:574] : INFO : Epoch 1788 | loss: 0.0311602 | val_loss: 0.0311781 | Time: 2552.97 ms
[2021-07-05 10:53:55 main:574] : INFO : Epoch 1789 | loss: 0.0311613 | val_loss: 0.0311756 | Time: 2582.14 ms
[2021-07-05 10:53:57 main:574] : INFO : Epoch 1790 | loss: 0.0311607 | val_loss: 0.0311789 | Time: 2485.83 ms
[2021-07-05 10:54:00 main:574] : INFO : Epoch 1791 | loss: 0.0311621 | val_loss: 0.0311744 | Time: 2570.94 ms
[2021-07-05 10:54:03 main:574] : INFO : Epoch 1792 | loss: 0.0311625 | val_loss: 0.0311763 | Time: 2606.36 ms
[2021-07-05 10:54:05 main:574] : INFO : Epoch 1793 | loss: 0.03116 | val_loss: 0.0311775 | Time: 2534.87 ms
[2021-07-05 10:54:08 main:574] : INFO : Epoch 1794 | loss: 0.0311621 | val_loss: 0.0311807 | Time: 2529.35 ms
[2021-07-05 10:54:10 main:574] : INFO : Epoch 1795 | loss: 0.0311622 | val_loss: 0.0311738 | Time: 2527.92 ms
[2021-07-05 10:54:13 main:574] : INFO : Epoch 1796 | loss: 0.0311599 | val_loss: 0.0311761 | Time: 2505.47 ms
[2021-07-05 10:54:15 main:574] : INFO : Epoch 1797 | loss: 0.0311643 | val_loss: 0.0311722 | Time: 2569.79 ms
[2021-07-05 10:54:18 main:574] : INFO : Epoch 1798 | loss: 0.0311671 | val_loss: 0.0311718 | Time: 2548.54 ms
[2021-07-05 10:54:21 main:574] : INFO : Epoch 1799 | loss: 0.0311666 | val_loss: 0.0311717 | Time: 2576.07 ms
[2021-07-05 10:54:23 main:574] : INFO : Epoch 1800 | loss: 0.0311633 | val_loss: 0.0311716 | Time: 2659.54 ms
[2021-07-05 10:54:26 main:574] : INFO : Epoch 1801 | loss: 0.0311619 | val_loss: 0.0311719 | Time: 2614.27 ms
[2021-07-05 10:54:28 main:574] : INFO : Epoch 1802 | loss: 0.0311622 | val_loss: 0.0311703 | Time: 2587.47 ms
[2021-07-05 10:54:31 main:574] : INFO : Epoch 1803 | loss: 0.0311611 | val_loss: 0.0311709 | Time: 2542.54 ms
[2021-07-05 10:54:34 main:574] : INFO : Epoch 1804 | loss: 0.0311594 | val_loss: 0.031172 | Time: 2579.84 ms
[2021-07-05 10:54:36 main:574] : INFO : Epoch 1805 | loss: 0.0311587 | val_loss: 0.0311724 | Time: 2523.11 ms
[2021-07-05 10:54:39 main:574] : INFO : Epoch 1806 | loss: 0.031159 | val_loss: 0.0311715 | Time: 2616.07 ms
[2021-07-05 10:54:41 main:574] : INFO : Epoch 1807 | loss: 0.0311587 | val_loss: 0.0311723 | Time: 2555.93 ms
[2021-07-05 10:54:44 main:574] : INFO : Epoch 1808 | loss: 0.0311586 | val_loss: 0.0311717 | Time: 2591.87 ms
[2021-07-05 10:54:46 main:574] : INFO : Epoch 1809 | loss: 0.0311575 | val_loss: 0.0311717 | Time: 2557.79 ms
[2021-07-05 10:54:49 main:574] : INFO : Epoch 1810 | loss: 0.0311585 | val_loss: 0.0311775 | Time: 2501.05 ms
[2021-07-05 10:54:51 main:574] : INFO : Epoch 1811 | loss: 0.0311559 | val_loss: 0.0311738 | Time: 2563.07 ms
[2021-07-05 10:54:54 main:574] : INFO : Epoch 1812 | loss: 0.031156 | val_loss: 0.0311721 | Time: 2591.88 ms
[2021-07-05 10:54:57 main:574] : INFO : Epoch 1813 | loss: 0.0311559 | val_loss: 0.0311708 | Time: 2536.94 ms
[2021-07-05 10:54:59 main:574] : INFO : Epoch 1814 | loss: 0.0311561 | val_loss: 0.0311732 | Time: 2535.05 ms
[2021-07-05 10:55:02 main:574] : INFO : Epoch 1815 | loss: 0.0311607 | val_loss: 0.0311764 | Time: 2541.59 ms
[2021-07-05 10:55:04 main:574] : INFO : Epoch 1816 | loss: 0.0311553 | val_loss: 0.0311719 | Time: 2622.28 ms
[2021-07-05 10:55:07 main:574] : INFO : Epoch 1817 | loss: 0.0311551 | val_loss: 0.031173 | Time: 2547.02 ms
[2021-07-05 10:55:09 main:574] : INFO : Epoch 1818 | loss: 0.0311538 | val_loss: 0.0311734 | Time: 2534.78 ms
[2021-07-05 10:55:12 main:574] : INFO : Epoch 1819 | loss: 0.0311556 | val_loss: 0.0311758 | Time: 2584.17 ms
[2021-07-05 10:55:15 main:574] : INFO : Epoch 1820 | loss: 0.0311593 | val_loss: 0.0311693 | Time: 2580.27 ms
[2021-07-05 10:55:17 main:574] : INFO : Epoch 1821 | loss: 0.0311578 | val_loss: 0.0311713 | Time: 2565.99 ms
[2021-07-05 10:55:20 main:574] : INFO : Epoch 1822 | loss: 0.0311566 | val_loss: 0.0311685 | Time: 2491.05 ms
[2021-07-05 10:55:22 main:574] : INFO : Epoch 1823 | loss: 0.031162 | val_loss: 0.0311697 | Time: 2523.11 ms
[2021-07-05 10:55:25 main:574] : INFO : Epoch 1824 | loss: 0.0311658 | val_loss: 0.0311767 | Time: 2570.87 ms
[2021-07-05 10:55:27 main:574] : INFO : Epoch 1825 | loss: 0.0311643 | val_loss: 0.0311676 | Time: 2570.58 ms
[2021-07-05 10:55:30 main:574] : INFO : Epoch 1826 | loss: 0.0311623 | val_loss: 0.0311676 | Time: 2570.21 ms
[2021-07-05 10:55:32 main:574] : INFO : Epoch 1827 | loss: 0.031159 | val_loss: 0.031169 | Time: 2523.04 ms
[2021-07-05 10:55:35 main:574] : INFO : Epoch 1828 | loss: 0.0311575 | val_loss: 0.0311679 | Time: 2569.15 ms
[2021-07-05 10:55:38 main:574] : INFO : Epoch 1829 | loss: 0.0311573 | val_loss: 0.0311701 | Time: 2529.5 ms
[2021-07-05 10:55:40 main:574] : INFO : Epoch 1830 | loss: 0.031157 | val_loss: 0.0311697 | Time: 2562.06 ms
[2021-07-05 10:55:43 main:574] : INFO : Epoch 1831 | loss: 0.0311566 | val_loss: 0.0311718 | Time: 2600.28 ms
[2021-07-05 10:55:45 main:574] : INFO : Epoch 1832 | loss: 0.0311556 | val_loss: 0.0311754 | Time: 2543.75 ms
[2021-07-05 10:55:48 main:574] : INFO : Epoch 1833 | loss: 0.0311551 | val_loss: 0.031168 | Time: 2558.68 ms
[2021-07-05 10:55:50 main:574] : INFO : Epoch 1834 | loss: 0.0311557 | val_loss: 0.0311687 | Time: 2583.19 ms
[2021-07-05 10:55:53 main:574] : INFO : Epoch 1835 | loss: 0.0311578 | val_loss: 0.0311718 | Time: 2546.69 ms
[2021-07-05 10:55:56 main:574] : INFO : Epoch 1836 | loss: 0.0311541 | val_loss: 0.0311677 | Time: 2554.84 ms
[2021-07-05 10:55:58 main:574] : INFO : Epoch 1837 | loss: 0.0311526 | val_loss: 0.0311689 | Time: 2599.02 ms
[2021-07-05 10:56:01 main:574] : INFO : Epoch 1838 | loss: 0.0311543 | val_loss: 0.0311695 | Time: 2591.92 ms
[2021-07-05 10:56:03 main:574] : INFO : Epoch 1839 | loss: 0.031153 | val_loss: 0.0311708 | Time: 2557.84 ms
[2021-07-05 10:56:06 main:574] : INFO : Epoch 1840 | loss: 0.0311537 | val_loss: 0.031169 | Time: 2607.83 ms
[2021-07-05 10:56:08 main:574] : INFO : Epoch 1841 | loss: 0.0311529 | val_loss: 0.0311708 | Time: 2484.97 ms
[2021-07-05 10:56:11 main:574] : INFO : Epoch 1842 | loss: 0.0311525 | val_loss: 0.0311721 | Time: 2540.93 ms
[2021-07-05 10:56:14 main:574] : INFO : Epoch 1843 | loss: 0.0311525 | val_loss: 0.0311689 | Time: 2605.48 ms
[2021-07-05 10:56:16 main:574] : INFO : Epoch 1844 | loss: 0.0311512 | val_loss: 0.031168 | Time: 2613.71 ms
[2021-07-05 10:56:19 main:574] : INFO : Epoch 1845 | loss: 0.0311533 | val_loss: 0.0311717 | Time: 2568.61 ms
[2021-07-05 10:56:21 main:574] : INFO : Epoch 1846 | loss: 0.031153 | val_loss: 0.031169 | Time: 2509.02 ms
[2021-07-05 10:56:24 main:574] : INFO : Epoch 1847 | loss: 0.0311529 | val_loss: 0.031169 | Time: 2561.47 ms
[2021-07-05 10:56:26 main:574] : INFO : Epoch 1848 | loss: 0.0311549 | val_loss: 0.03117 | Time: 2547.39 ms
[2021-07-05 10:56:29 main:574] : INFO : Epoch 1849 | loss: 0.0311519 | val_loss: 0.03117 | Time: 2530.53 ms
[2021-07-05 10:56:31 main:574] : INFO : Epoch 1850 | loss: 0.0311538 | val_loss: 0.0311693 | Time: 2547.99 ms
[2021-07-05 10:56:34 main:574] : INFO : Epoch 1851 | loss: 0.031152 | val_loss: 0.0311675 | Time: 2514.76 ms
[2021-07-05 10:56:37 main:574] : INFO : Epoch 1852 | loss: 0.0311525 | val_loss: 0.0311678 | Time: 2671.4 ms
[2021-07-05 10:56:39 main:574] : INFO : Epoch 1853 | loss: 0.0311551 | val_loss: 0.0311677 | Time: 2542.51 ms
[2021-07-05 10:56:42 main:574] : INFO : Epoch 1854 | loss: 0.0311513 | val_loss: 0.0311706 | Time: 2566.07 ms
[2021-07-05 10:56:44 main:574] : INFO : Epoch 1855 | loss: 0.0311532 | val_loss: 0.0311679 | Time: 2584.18 ms
[2021-07-05 10:56:47 main:574] : INFO : Epoch 1856 | loss: 0.0311521 | val_loss: 0.0311764 | Time: 2547.85 ms
[2021-07-05 10:56:50 main:574] : INFO : Epoch 1857 | loss: 0.0311548 | val_loss: 0.0311707 | Time: 2603.64 ms
[2021-07-05 10:56:52 main:574] : INFO : Epoch 1858 | loss: 0.0311511 | val_loss: 0.0311674 | Time: 2595.31 ms
[2021-07-05 10:56:55 main:574] : INFO : Epoch 1859 | loss: 0.0311512 | val_loss: 0.0311702 | Time: 2545.16 ms
[2021-07-05 10:56:57 main:574] : INFO : Epoch 1860 | loss: 0.0311501 | val_loss: 0.0311798 | Time: 2572.14 ms
[2021-07-05 10:57:00 main:574] : INFO : Epoch 1861 | loss: 0.0311568 | val_loss: 0.0311864 | Time: 2564.56 ms
[2021-07-05 10:57:02 main:574] : INFO : Epoch 1862 | loss: 0.03115 | val_loss: 0.0311672 | Time: 2561.04 ms
[2021-07-05 10:57:05 main:574] : INFO : Epoch 1863 | loss: 0.0311488 | val_loss: 0.0311733 | Time: 2540.11 ms
[2021-07-05 10:57:08 main:574] : INFO : Epoch 1864 | loss: 0.0311494 | val_loss: 0.0311701 | Time: 2572.55 ms
[2021-07-05 10:57:10 main:574] : INFO : Epoch 1865 | loss: 0.0311475 | val_loss: 0.03117 | Time: 2528.19 ms
[2021-07-05 10:57:13 main:574] : INFO : Epoch 1866 | loss: 0.0311475 | val_loss: 0.0311708 | Time: 2624.2 ms
[2021-07-05 10:57:15 main:574] : INFO : Epoch 1867 | loss: 0.0311515 | val_loss: 0.0311702 | Time: 2586.34 ms
[2021-07-05 10:57:18 main:574] : INFO : Epoch 1868 | loss: 0.0311523 | val_loss: 0.0311806 | Time: 2569.5 ms
[2021-07-05 10:57:20 main:574] : INFO : Epoch 1869 | loss: 0.0311508 | val_loss: 0.0311708 | Time: 2550.07 ms
[2021-07-05 10:57:23 main:574] : INFO : Epoch 1870 | loss: 0.0311475 | val_loss: 0.0311732 | Time: 2557.04 ms
[2021-07-05 10:57:26 main:574] : INFO : Epoch 1871 | loss: 0.0311491 | val_loss: 0.0311792 | Time: 2613.71 ms
[2021-07-05 10:57:28 main:574] : INFO : Epoch 1872 | loss: 0.0311548 | val_loss: 0.0311732 | Time: 2558.97 ms
[2021-07-05 10:57:31 main:574] : INFO : Epoch 1873 | loss: 0.0311512 | val_loss: 0.0311679 | Time: 2535.33 ms
[2021-07-05 10:57:33 main:574] : INFO : Epoch 1874 | loss: 0.0311486 | val_loss: 0.0311707 | Time: 2606.66 ms
[2021-07-05 10:57:36 main:574] : INFO : Epoch 1875 | loss: 0.0311483 | val_loss: 0.0311693 | Time: 2561.56 ms
[2021-07-05 10:57:38 main:574] : INFO : Epoch 1876 | loss: 0.031146 | val_loss: 0.0311714 | Time: 2551.01 ms
[2021-07-05 10:57:41 main:574] : INFO : Epoch 1877 | loss: 0.0311446 | val_loss: 0.0311709 | Time: 2518.35 ms
[2021-07-05 10:57:44 main:574] : INFO : Epoch 1878 | loss: 0.0311438 | val_loss: 0.0311694 | Time: 2538.26 ms
[2021-07-05 10:57:46 main:574] : INFO : Epoch 1879 | loss: 0.0311474 | val_loss: 0.0311747 | Time: 2596.49 ms
[2021-07-05 10:57:49 main:574] : INFO : Epoch 1880 | loss: 0.0311479 | val_loss: 0.0311747 | Time: 2567.99 ms
[2021-07-05 10:57:51 main:574] : INFO : Epoch 1881 | loss: 0.031148 | val_loss: 0.0311705 | Time: 2577.66 ms
[2021-07-05 10:57:54 main:574] : INFO : Epoch 1882 | loss: 0.0311456 | val_loss: 0.0311712 | Time: 2532.16 ms
[2021-07-05 10:57:56 main:574] : INFO : Epoch 1883 | loss: 0.0311449 | val_loss: 0.0311714 | Time: 2546.83 ms
[2021-07-05 10:57:59 main:574] : INFO : Epoch 1884 | loss: 0.0311459 | val_loss: 0.0311751 | Time: 2586.65 ms
[2021-07-05 10:58:02 main:574] : INFO : Epoch 1885 | loss: 0.0311478 | val_loss: 0.0311696 | Time: 2574.55 ms
[2021-07-05 10:58:04 main:574] : INFO : Epoch 1886 | loss: 0.0311517 | val_loss: 0.0311838 | Time: 2609.52 ms
[2021-07-05 10:58:07 main:574] : INFO : Epoch 1887 | loss: 0.031157 | val_loss: 0.0311705 | Time: 2607.71 ms
[2021-07-05 10:58:09 main:574] : INFO : Epoch 1888 | loss: 0.031154 | val_loss: 0.0311704 | Time: 2616.85 ms
[2021-07-05 10:58:12 main:574] : INFO : Epoch 1889 | loss: 0.031157 | val_loss: 0.0311675 | Time: 2553.47 ms
[2021-07-05 10:58:15 main:574] : INFO : Epoch 1890 | loss: 0.0311489 | val_loss: 0.0311756 | Time: 2581.13 ms
[2021-07-05 10:58:17 main:574] : INFO : Epoch 1891 | loss: 0.0311495 | val_loss: 0.0311696 | Time: 2497.94 ms
[2021-07-05 10:58:20 main:574] : INFO : Epoch 1892 | loss: 0.0311475 | val_loss: 0.0311686 | Time: 2624.56 ms
[2021-07-05 10:58:22 main:574] : INFO : Epoch 1893 | loss: 0.031147 | val_loss: 0.0311688 | Time: 2579.04 ms
[2021-07-05 10:58:25 main:574] : INFO : Epoch 1894 | loss: 0.0311464 | val_loss: 0.0311688 | Time: 2623.04 ms
[2021-07-05 10:58:27 main:574] : INFO : Epoch 1895 | loss: 0.0311462 | val_loss: 0.0311712 | Time: 2571.86 ms
[2021-07-05 10:58:30 main:574] : INFO : Epoch 1896 | loss: 0.031144 | val_loss: 0.0311782 | Time: 2605.67 ms
[2021-07-05 10:58:33 main:574] : INFO : Epoch 1897 | loss: 0.031149 | val_loss: 0.0311731 | Time: 2556.94 ms
[2021-07-05 10:58:35 main:574] : INFO : Epoch 1898 | loss: 0.0311503 | val_loss: 0.0311703 | Time: 2545.96 ms
[2021-07-05 10:58:38 main:574] : INFO : Epoch 1899 | loss: 0.0311488 | val_loss: 0.0311732 | Time: 2528.92 ms
[2021-07-05 10:58:40 main:574] : INFO : Epoch 1900 | loss: 0.0311486 | val_loss: 0.0311724 | Time: 2567.75 ms
[2021-07-05 10:58:43 main:574] : INFO : Epoch 1901 | loss: 0.0311496 | val_loss: 0.0311697 | Time: 2493.06 ms
[2021-07-05 10:58:45 main:574] : INFO : Epoch 1902 | loss: 0.0311488 | val_loss: 0.0311856 | Time: 2616.07 ms
[2021-07-05 10:58:48 main:574] : INFO : Epoch 1903 | loss: 0.0311496 | val_loss: 0.0311742 | Time: 2592.62 ms
[2021-07-05 10:58:51 main:574] : INFO : Epoch 1904 | loss: 0.0311466 | val_loss: 0.0311707 | Time: 2569.72 ms
[2021-07-05 10:58:52 main:574] : INFO : Epoch 1905 | loss: 0.0311451 | val_loss: 0.0311742 | Time: 1773.78 ms
[2021-07-05 10:58:54 main:574] : INFO : Epoch 1906 | loss: 0.0311465 | val_loss: 0.0311665 | Time: 1729.72 ms
[2021-07-05 10:58:56 main:574] : INFO : Epoch 1907 | loss: 0.0311482 | val_loss: 0.0311721 | Time: 1774.95 ms
[2021-07-05 10:58:58 main:574] : INFO : Epoch 1908 | loss: 0.0311486 | val_loss: 0.0311688 | Time: 1773.27 ms
[2021-07-05 10:59:00 main:574] : INFO : Epoch 1909 | loss: 0.0311486 | val_loss: 0.0311743 | Time: 2167.93 ms
[2021-07-05 10:59:02 main:574] : INFO : Epoch 1910 | loss: 0.0311436 | val_loss: 0.0311691 | Time: 2524.43 ms
[2021-07-05 10:59:05 main:574] : INFO : Epoch 1911 | loss: 0.0311426 | val_loss: 0.0311721 | Time: 2532.13 ms
[2021-07-05 10:59:08 main:574] : INFO : Epoch 1912 | loss: 0.0311442 | val_loss: 0.0311732 | Time: 2591.83 ms
[2021-07-05 10:59:10 main:574] : INFO : Epoch 1913 | loss: 0.0311427 | val_loss: 0.0311712 | Time: 2551.42 ms
[2021-07-05 10:59:13 main:574] : INFO : Epoch 1914 | loss: 0.031148 | val_loss: 0.0311697 | Time: 2570.54 ms
[2021-07-05 10:59:15 main:574] : INFO : Epoch 1915 | loss: 0.0311455 | val_loss: 0.0311693 | Time: 2592.56 ms
[2021-07-05 10:59:18 main:574] : INFO : Epoch 1916 | loss: 0.0311446 | val_loss: 0.0311711 | Time: 2536.77 ms
[2021-07-05 10:59:20 main:574] : INFO : Epoch 1917 | loss: 0.0311435 | val_loss: 0.0311726 | Time: 2612.79 ms
[2021-07-05 10:59:23 main:574] : INFO : Epoch 1918 | loss: 0.0311451 | val_loss: 0.0311741 | Time: 2607.99 ms
[2021-07-05 10:59:26 main:574] : INFO : Epoch 1919 | loss: 0.0311438 | val_loss: 0.0311718 | Time: 2570.58 ms
[2021-07-05 10:59:28 main:574] : INFO : Epoch 1920 | loss: 0.0311461 | val_loss: 0.0311752 | Time: 2534.34 ms
[2021-07-05 10:59:31 main:574] : INFO : Epoch 1921 | loss: 0.031151 | val_loss: 0.0311708 | Time: 2583.98 ms
[2021-07-05 10:59:33 main:574] : INFO : Epoch 1922 | loss: 0.0311566 | val_loss: 0.0311753 | Time: 2573.13 ms
[2021-07-05 10:59:36 main:574] : INFO : Epoch 1923 | loss: 0.0311505 | val_loss: 0.0311891 | Time: 2580.57 ms
[2021-07-05 10:59:38 main:574] : INFO : Epoch 1924 | loss: 0.0311539 | val_loss: 0.0311717 | Time: 2497.37 ms
[2021-07-05 10:59:41 main:574] : INFO : Epoch 1925 | loss: 0.0311487 | val_loss: 0.0311689 | Time: 2495.46 ms
[2021-07-05 10:59:43 main:574] : INFO : Epoch 1926 | loss: 0.0311466 | val_loss: 0.0311716 | Time: 2549.22 ms
[2021-07-05 10:59:46 main:574] : INFO : Epoch 1927 | loss: 0.0311452 | val_loss: 0.0311701 | Time: 2581.53 ms
[2021-07-05 10:59:49 main:574] : INFO : Epoch 1928 | loss: 0.0311434 | val_loss: 0.0311753 | Time: 2539.87 ms
[2021-07-05 10:59:51 main:574] : INFO : Epoch 1929 | loss: 0.0311411 | val_loss: 0.0311727 | Time: 2512.46 ms
[2021-07-05 10:59:54 main:574] : INFO : Epoch 1930 | loss: 0.0311446 | val_loss: 0.0311795 | Time: 2562.62 ms
[2021-07-05 10:59:56 main:574] : INFO : Epoch 1931 | loss: 0.0311454 | val_loss: 0.0311738 | Time: 2537.91 ms
[2021-07-05 10:59:59 main:574] : INFO : Epoch 1932 | loss: 0.0311428 | val_loss: 0.0311752 | Time: 2523.66 ms
[2021-07-05 11:00:01 main:574] : INFO : Epoch 1933 | loss: 0.0311411 | val_loss: 0.0311747 | Time: 2595.41 ms
[2021-07-05 11:00:04 main:574] : INFO : Epoch 1934 | loss: 0.0311422 | val_loss: 0.0311713 | Time: 2573.89 ms
[2021-07-05 11:00:06 main:574] : INFO : Epoch 1935 | loss: 0.0311414 | val_loss: 0.0311728 | Time: 2549.58 ms
[2021-07-05 11:00:09 main:574] : INFO : Epoch 1936 | loss: 0.0311443 | val_loss: 0.0311722 | Time: 2551.05 ms
[2021-07-05 11:00:12 main:574] : INFO : Epoch 1937 | loss: 0.0311474 | val_loss: 0.0311774 | Time: 2576 ms
[2021-07-05 11:00:14 main:574] : INFO : Epoch 1938 | loss: 0.0311587 | val_loss: 0.0311802 | Time: 2537.58 ms
[2021-07-05 11:00:17 main:574] : INFO : Epoch 1939 | loss: 0.0311472 | val_loss: 0.0311673 | Time: 2515.77 ms
[2021-07-05 11:00:19 main:574] : INFO : Epoch 1940 | loss: 0.0311432 | val_loss: 0.031173 | Time: 2501.39 ms
[2021-07-05 11:00:22 main:574] : INFO : Epoch 1941 | loss: 0.0311445 | val_loss: 0.0311735 | Time: 2533.96 ms
[2021-07-05 11:00:24 main:574] : INFO : Epoch 1942 | loss: 0.0311436 | val_loss: 0.0311708 | Time: 2576.58 ms
[2021-07-05 11:00:27 main:574] : INFO : Epoch 1943 | loss: 0.03114 | val_loss: 0.0311776 | Time: 2589.1 ms
[2021-07-05 11:00:29 main:574] : INFO : Epoch 1944 | loss: 0.0311447 | val_loss: 0.0311699 | Time: 2483.12 ms
[2021-07-05 11:00:32 main:574] : INFO : Epoch 1945 | loss: 0.0311424 | val_loss: 0.0311748 | Time: 2488.58 ms
[2021-07-05 11:00:34 main:574] : INFO : Epoch 1946 | loss: 0.0311435 | val_loss: 0.031194 | Time: 2587.75 ms
[2021-07-05 11:00:37 main:574] : INFO : Epoch 1947 | loss: 0.0311484 | val_loss: 0.0311702 | Time: 2568.41 ms
[2021-07-05 11:00:40 main:574] : INFO : Epoch 1948 | loss: 0.0311413 | val_loss: 0.0311711 | Time: 2582.46 ms
[2021-07-05 11:00:42 main:574] : INFO : Epoch 1949 | loss: 0.0311442 | val_loss: 0.03118 | Time: 2555.25 ms
[2021-07-05 11:00:45 main:574] : INFO : Epoch 1950 | loss: 0.0311452 | val_loss: 0.0311731 | Time: 2566.31 ms
[2021-07-05 11:00:47 main:574] : INFO : Epoch 1951 | loss: 0.0311409 | val_loss: 0.0311783 | Time: 2566.63 ms
[2021-07-05 11:00:50 main:574] : INFO : Epoch 1952 | loss: 0.0311427 | val_loss: 0.0311712 | Time: 2531.84 ms
[2021-07-05 11:00:52 main:574] : INFO : Epoch 1953 | loss: 0.0311418 | val_loss: 0.0311806 | Time: 2526.5 ms
[2021-07-05 11:00:55 main:574] : INFO : Epoch 1954 | loss: 0.0311444 | val_loss: 0.0311764 | Time: 2560.73 ms
[2021-07-05 11:00:57 main:574] : INFO : Epoch 1955 | loss: 0.0311444 | val_loss: 0.0311772 | Time: 2501.94 ms
[2021-07-05 11:01:00 main:574] : INFO : Epoch 1956 | loss: 0.0311436 | val_loss: 0.0311761 | Time: 2588.27 ms
[2021-07-05 11:01:03 main:574] : INFO : Epoch 1957 | loss: 0.0311406 | val_loss: 0.0311801 | Time: 2570.03 ms
[2021-07-05 11:01:05 main:574] : INFO : Epoch 1958 | loss: 0.0311403 | val_loss: 0.0311849 | Time: 2471.36 ms
[2021-07-05 11:01:08 main:574] : INFO : Epoch 1959 | loss: 0.0311411 | val_loss: 0.0311855 | Time: 2552.99 ms
[2021-07-05 11:01:10 main:574] : INFO : Epoch 1960 | loss: 0.0311365 | val_loss: 0.0311806 | Time: 2584.32 ms
[2021-07-05 11:01:13 main:574] : INFO : Epoch 1961 | loss: 0.0311345 | val_loss: 0.0311763 | Time: 2495.52 ms
[2021-07-05 11:01:15 main:574] : INFO : Epoch 1962 | loss: 0.0311347 | val_loss: 0.0311766 | Time: 2533.03 ms
[2021-07-05 11:01:18 main:574] : INFO : Epoch 1963 | loss: 0.0311352 | val_loss: 0.0311746 | Time: 2540.14 ms
[2021-07-05 11:01:20 main:574] : INFO : Epoch 1964 | loss: 0.0311348 | val_loss: 0.0311718 | Time: 2600.34 ms
[2021-07-05 11:01:23 main:574] : INFO : Epoch 1965 | loss: 0.0311342 | val_loss: 0.0311774 | Time: 2567.12 ms
[2021-07-05 11:01:26 main:574] : INFO : Epoch 1966 | loss: 0.0311387 | val_loss: 0.0311772 | Time: 2582.03 ms
[2021-07-05 11:01:28 main:574] : INFO : Epoch 1967 | loss: 0.0311382 | val_loss: 0.0311745 | Time: 2465.42 ms
[2021-07-05 11:01:31 main:574] : INFO : Epoch 1968 | loss: 0.0311395 | val_loss: 0.0311783 | Time: 2543.35 ms
[2021-07-05 11:01:33 main:574] : INFO : Epoch 1969 | loss: 0.0311415 | val_loss: 0.0311795 | Time: 2559.91 ms
[2021-07-05 11:01:36 main:574] : INFO : Epoch 1970 | loss: 0.0311435 | val_loss: 0.0311895 | Time: 2584.26 ms
[2021-07-05 11:01:38 main:574] : INFO : Epoch 1971 | loss: 0.0311484 | val_loss: 0.0311835 | Time: 2578.33 ms
[2021-07-05 11:01:41 main:574] : INFO : Epoch 1972 | loss: 0.0311401 | val_loss: 0.03117 | Time: 2562.95 ms
[2021-07-05 11:01:43 main:574] : INFO : Epoch 1973 | loss: 0.0311408 | val_loss: 0.0311737 | Time: 2529.33 ms
[2021-07-05 11:01:46 main:574] : INFO : Epoch 1974 | loss: 0.0311374 | val_loss: 0.0311772 | Time: 2543.03 ms
[2021-07-05 11:01:49 main:574] : INFO : Epoch 1975 | loss: 0.0311393 | val_loss: 0.0311752 | Time: 2571.95 ms
[2021-07-05 11:01:51 main:574] : INFO : Epoch 1976 | loss: 0.031144 | val_loss: 0.03117 | Time: 2554.98 ms
[2021-07-05 11:01:54 main:574] : INFO : Epoch 1977 | loss: 0.0311396 | val_loss: 0.0311741 | Time: 2534.81 ms
[2021-07-05 11:01:56 main:574] : INFO : Epoch 1978 | loss: 0.0311401 | val_loss: 0.0311748 | Time: 2569.08 ms
[2021-07-05 11:01:59 main:574] : INFO : Epoch 1979 | loss: 0.0311375 | val_loss: 0.031173 | Time: 2568.59 ms
[2021-07-05 11:02:02 main:574] : INFO : Epoch 1980 | loss: 0.0311379 | val_loss: 0.031172 | Time: 2634.28 ms
[2021-07-05 11:02:04 main:574] : INFO : Epoch 1981 | loss: 0.0311426 | val_loss: 0.0311754 | Time: 2505.31 ms
[2021-07-05 11:02:07 main:574] : INFO : Epoch 1982 | loss: 0.031141 | val_loss: 0.0311782 | Time: 2582.02 ms
[2021-07-05 11:02:09 main:574] : INFO : Epoch 1983 | loss: 0.031139 | val_loss: 0.0311671 | Time: 2541.71 ms
[2021-07-05 11:02:12 main:574] : INFO : Epoch 1984 | loss: 0.0311434 | val_loss: 0.0311698 | Time: 2598.76 ms
[2021-07-05 11:02:14 main:574] : INFO : Epoch 1985 | loss: 0.0311404 | val_loss: 0.0311925 | Time: 2581.48 ms
[2021-07-05 11:02:17 main:574] : INFO : Epoch 1986 | loss: 0.0311405 | val_loss: 0.0311762 | Time: 2552.41 ms
[2021-07-05 11:02:19 main:574] : INFO : Epoch 1987 | loss: 0.0311398 | val_loss: 0.0311691 | Time: 2468.97 ms
[2021-07-05 11:02:22 main:574] : INFO : Epoch 1988 | loss: 0.0311386 | val_loss: 0.0311718 | Time: 2554.4 ms
[2021-07-05 11:02:25 main:574] : INFO : Epoch 1989 | loss: 0.0311385 | val_loss: 0.0311735 | Time: 2561.14 ms
[2021-07-05 11:02:27 main:574] : INFO : Epoch 1990 | loss: 0.031138 | val_loss: 0.0311704 | Time: 2559.18 ms
[2021-07-05 11:02:30 main:574] : INFO : Epoch 1991 | loss: 0.0311374 | val_loss: 0.0311762 | Time: 2527.06 ms
[2021-07-05 11:02:32 main:574] : INFO : Epoch 1992 | loss: 0.0311334 | val_loss: 0.0311792 | Time: 2538.55 ms
[2021-07-05 11:02:35 main:574] : INFO : Epoch 1993 | loss: 0.0311349 | val_loss: 0.0311811 | Time: 2560.2 ms
[2021-07-05 11:02:37 main:574] : INFO : Epoch 1994 | loss: 0.0311379 | val_loss: 0.0311719 | Time: 2483.28 ms
[2021-07-05 11:02:40 main:574] : INFO : Epoch 1995 | loss: 0.0311384 | val_loss: 0.0311665 | Time: 2520.42 ms
[2021-07-05 11:02:42 main:574] : INFO : Epoch 1996 | loss: 0.0311374 | val_loss: 0.0311702 | Time: 2558.8 ms
[2021-07-05 11:02:45 main:574] : INFO : Epoch 1997 | loss: 0.0311363 | val_loss: 0.0311683 | Time: 2560.13 ms
[2021-07-05 11:02:47 main:574] : INFO : Epoch 1998 | loss: 0.0311402 | val_loss: 0.0311748 | Time: 2607.5 ms
[2021-07-05 11:02:50 main:574] : INFO : Epoch 1999 | loss: 0.0311362 | val_loss: 0.0311732 | Time: 2559.06 ms
[2021-07-05 11:02:52 main:574] : INFO : Epoch 2000 | loss: 0.0311379 | val_loss: 0.0311696 | Time: 2472.15 ms
[2021-07-05 11:02:55 main:574] : INFO : Epoch 2001 | loss: 0.0311332 | val_loss: 0.0311756 | Time: 2549.89 ms
[2021-07-05 11:02:58 main:574] : INFO : Epoch 2002 | loss: 0.0311335 | val_loss: 0.0311715 | Time: 2515.66 ms
[2021-07-05 11:03:00 main:574] : INFO : Epoch 2003 | loss: 0.0311362 | val_loss: 0.0311747 | Time: 2585.92 ms
[2021-07-05 11:03:03 main:574] : INFO : Epoch 2004 | loss: 0.0311374 | val_loss: 0.0311692 | Time: 2440.91 ms
[2021-07-05 11:03:05 main:574] : INFO : Epoch 2005 | loss: 0.0311427 | val_loss: 0.0311686 | Time: 2540.05 ms
[2021-07-05 11:03:08 main:574] : INFO : Epoch 2006 | loss: 0.0311453 | val_loss: 0.0311701 | Time: 2528.21 ms
[2021-07-05 11:03:10 main:574] : INFO : Epoch 2007 | loss: 0.0311491 | val_loss: 0.0311691 | Time: 2614.92 ms
[2021-07-05 11:03:13 main:574] : INFO : Epoch 2008 | loss: 0.031149 | val_loss: 0.0311715 | Time: 2563.02 ms
[2021-07-05 11:03:15 main:574] : INFO : Epoch 2009 | loss: 0.0311473 | val_loss: 0.0311662 | Time: 2545.7 ms
[2021-07-05 11:03:18 main:574] : INFO : Epoch 2010 | loss: 0.0311422 | val_loss: 0.0311678 | Time: 2516.87 ms
[2021-07-05 11:03:21 main:574] : INFO : Epoch 2011 | loss: 0.0311409 | val_loss: 0.0311751 | Time: 2580.9 ms
[2021-07-05 11:03:23 main:574] : INFO : Epoch 2012 | loss: 0.0311428 | val_loss: 0.0311707 | Time: 2546.84 ms
[2021-07-05 11:03:26 main:574] : INFO : Epoch 2013 | loss: 0.0311429 | val_loss: 0.031167 | Time: 2592.35 ms
[2021-07-05 11:03:28 main:574] : INFO : Epoch 2014 | loss: 0.0311444 | val_loss: 0.031168 | Time: 2543.56 ms
[2021-07-05 11:03:31 main:574] : INFO : Epoch 2015 | loss: 0.0311418 | val_loss: 0.0311707 | Time: 2569.08 ms
[2021-07-05 11:03:33 main:574] : INFO : Epoch 2016 | loss: 0.0311378 | val_loss: 0.0311669 | Time: 2563.82 ms
[2021-07-05 11:03:36 main:574] : INFO : Epoch 2017 | loss: 0.0311377 | val_loss: 0.0311686 | Time: 2613.67 ms
[2021-07-05 11:03:39 main:574] : INFO : Epoch 2018 | loss: 0.0311331 | val_loss: 0.031168 | Time: 2533.54 ms
[2021-07-05 11:03:41 main:574] : INFO : Epoch 2019 | loss: 0.0311323 | val_loss: 0.0311731 | Time: 2553.25 ms
[2021-07-05 11:03:44 main:574] : INFO : Epoch 2020 | loss: 0.0311329 | val_loss: 0.0311689 | Time: 2516.78 ms
[2021-07-05 11:03:46 main:574] : INFO : Epoch 2021 | loss: 0.031132 | val_loss: 0.0311708 | Time: 2565.87 ms
[2021-07-05 11:03:49 main:574] : INFO : Epoch 2022 | loss: 0.0311332 | val_loss: 0.0311726 | Time: 2496.74 ms
[2021-07-05 11:03:51 main:574] : INFO : Epoch 2023 | loss: 0.0311349 | val_loss: 0.0311709 | Time: 2562.5 ms
[2021-07-05 11:03:54 main:574] : INFO : Epoch 2024 | loss: 0.0311338 | val_loss: 0.031168 | Time: 2569.46 ms
[2021-07-05 11:03:56 main:574] : INFO : Epoch 2025 | loss: 0.0311354 | val_loss: 0.0311754 | Time: 2533.38 ms
[2021-07-05 11:03:59 main:574] : INFO : Epoch 2026 | loss: 0.0311412 | val_loss: 0.0311659 | Time: 2522.7 ms
[2021-07-05 11:04:01 main:574] : INFO : Epoch 2027 | loss: 0.0311359 | val_loss: 0.0311668 | Time: 2484.54 ms
[2021-07-05 11:04:04 main:574] : INFO : Epoch 2028 | loss: 0.0311333 | val_loss: 0.0311689 | Time: 2575.61 ms
[2021-07-05 11:04:07 main:574] : INFO : Epoch 2029 | loss: 0.0311315 | val_loss: 0.0311665 | Time: 2585.27 ms
[2021-07-05 11:04:09 main:574] : INFO : Epoch 2030 | loss: 0.0311299 | val_loss: 0.0311655 | Time: 2571.42 ms
[2021-07-05 11:04:12 main:574] : INFO : Epoch 2031 | loss: 0.0311289 | val_loss: 0.0311719 | Time: 2524.09 ms
[2021-07-05 11:04:14 main:574] : INFO : Epoch 2032 | loss: 0.0311332 | val_loss: 0.0311631 | Time: 2539.94 ms
[2021-07-05 11:04:17 main:574] : INFO : Epoch 2033 | loss: 0.0311301 | val_loss: 0.0311778 | Time: 2540.77 ms
[2021-07-05 11:04:19 main:574] : INFO : Epoch 2034 | loss: 0.0311308 | val_loss: 0.0311717 | Time: 2550.59 ms
[2021-07-05 11:04:22 main:574] : INFO : Epoch 2035 | loss: 0.0311307 | val_loss: 0.0311689 | Time: 2561.16 ms
[2021-07-05 11:04:24 main:574] : INFO : Epoch 2036 | loss: 0.0311285 | val_loss: 0.0311701 | Time: 2565.84 ms
[2021-07-05 11:04:27 main:574] : INFO : Epoch 2037 | loss: 0.0311384 | val_loss: 0.0311693 | Time: 2571.76 ms
[2021-07-05 11:04:30 main:574] : INFO : Epoch 2038 | loss: 0.0311326 | val_loss: 0.0311708 | Time: 2548.23 ms
[2021-07-05 11:04:32 main:574] : INFO : Epoch 2039 | loss: 0.0311288 | val_loss: 0.0311755 | Time: 2522.48 ms
[2021-07-05 11:04:35 main:574] : INFO : Epoch 2040 | loss: 0.0311289 | val_loss: 0.0311721 | Time: 2480.37 ms
[2021-07-05 11:04:37 main:574] : INFO : Epoch 2041 | loss: 0.0311329 | val_loss: 0.0311713 | Time: 2607.7 ms
[2021-07-05 11:04:40 main:574] : INFO : Epoch 2042 | loss: 0.0311304 | val_loss: 0.0311754 | Time: 2601.11 ms
[2021-07-05 11:04:42 main:574] : INFO : Epoch 2043 | loss: 0.0311271 | val_loss: 0.0311727 | Time: 2527.31 ms
[2021-07-05 11:04:45 main:574] : INFO : Epoch 2044 | loss: 0.0311252 | val_loss: 0.0311701 | Time: 2564.48 ms
[2021-07-05 11:04:47 main:574] : INFO : Epoch 2045 | loss: 0.0311228 | val_loss: 0.0311713 | Time: 2558.34 ms
[2021-07-05 11:04:50 main:574] : INFO : Epoch 2046 | loss: 0.0311212 | val_loss: 0.031173 | Time: 2575.35 ms
[2021-07-05 11:04:53 main:574] : INFO : Epoch 2047 | loss: 0.0311216 | val_loss: 0.031175 | Time: 2536.69 ms
[2021-07-05 11:04:55 main:574] : INFO : Epoch 2048 | loss: 0.0311252 | val_loss: 0.031175 | Time: 2553.58 ms
[2021-07-05 11:04:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031175
[2021-07-05 11:04:55 main:603] : INFO : Saving end state to config to file
[2021-07-05 11:04:55 main:608] : INFO : Success, exiting..
11:04:55 (7640): 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)