Task 14213749
| Name | ParityModified-1647045366-3709-3-0_0 |
| Workunit | 11273238 |
| Created | 1 Apr 2022, 22:10:45 UTC |
| Sent | 6 Apr 2022, 4:58:16 UTC |
| Report deadline | 14 Apr 2022, 4:58:16 UTC |
| Received | 6 Apr 2022, 13:42:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 28641 |
| Run time | 1 hours 32 min 34 sec |
| CPU time | 1 hours 30 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0309618 | val_loss: 0.0310277 | Time: 2569.51 ms [2022-04-06 05:17:59 main:574] : INFO : Epoch 1543 | loss: 0.0309628 | val_loss: 0.0310239 | Time: 2564.08 ms [2022-04-06 05:18:02 main:574] : INFO : Epoch 1544 | loss: 0.0309655 | val_loss: 0.0310212 | Time: 2564.56 ms [2022-04-06 05:18:04 main:574] : INFO : Epoch 1545 | loss: 0.030963 | val_loss: 0.0310221 | Time: 2500.81 ms [2022-04-06 05:18:07 main:574] : INFO : Epoch 1546 | loss: 0.0309606 | val_loss: 0.0310191 | Time: 2518.44 ms [2022-04-06 05:18:09 main:574] : INFO : Epoch 1547 | loss: 0.0310168 | val_loss: 0.031133 | Time: 2539.73 ms [2022-04-06 05:18:12 main:574] : INFO : Epoch 1548 | loss: 0.0310998 | val_loss: 0.0310946 | Time: 2544.7 ms [2022-04-06 05:18:14 main:574] : INFO : Epoch 1549 | loss: 0.0310645 | val_loss: 0.0310631 | Time: 2590.39 ms [2022-04-06 05:18:17 main:574] : INFO : Epoch 1550 | loss: 0.0310372 | val_loss: 0.0310499 | Time: 2566.08 ms [2022-04-06 05:18:20 main:574] : INFO : Epoch 1551 | loss: 0.0310231 | val_loss: 0.0310452 | Time: 2545.65 ms [2022-04-06 05:18:22 main:574] : INFO : Epoch 1552 | loss: 0.031019 | val_loss: 0.0310408 | Time: 2519.89 ms [2022-04-06 05:18:25 main:574] : INFO : Epoch 1553 | loss: 0.0310299 | val_loss: 0.0310489 | Time: 2595.28 ms [2022-04-06 05:18:27 main:574] : INFO : Epoch 1554 | loss: 0.0310167 | val_loss: 0.0310403 | Time: 2513.35 ms [2022-04-06 05:18:30 main:574] : INFO : Epoch 1555 | loss: 0.0310104 | val_loss: 0.0310439 | Time: 2584.96 ms [2022-04-06 05:18:32 main:574] : INFO : Epoch 1556 | loss: 0.0310033 | val_loss: 0.031028 | Time: 2545.63 ms [2022-04-06 05:18:35 main:574] : INFO : Epoch 1557 | loss: 0.0310018 | val_loss: 0.0310259 | Time: 2548.5 ms [2022-04-06 05:18:38 main:574] : INFO : Epoch 1558 | loss: 0.030996 | val_loss: 0.0310297 | Time: 2596.7 ms [2022-04-06 05:18:40 main:574] : INFO : Epoch 1559 | loss: 0.0309922 | val_loss: 0.0310347 | Time: 2510.75 ms [2022-04-06 05:18:43 main:574] : INFO : Epoch 1560 | loss: 0.0309852 | val_loss: 0.0310221 | Time: 2473.22 ms [2022-04-06 05:18:45 main:574] : INFO : Epoch 1561 | loss: 0.0309799 | val_loss: 0.0310263 | Time: 2507.41 ms [2022-04-06 05:18:48 main:574] : INFO : Epoch 1562 | loss: 0.0309815 | val_loss: 0.0310226 | Time: 2543.17 ms [2022-04-06 05:18:50 main:574] : INFO : Epoch 1563 | loss: 0.0309855 | val_loss: 0.0310185 | Time: 2572.2 ms [2022-04-06 05:18:53 main:574] : INFO : Epoch 1564 | loss: 0.0309806 | val_loss: 0.0310217 | Time: 2480.1 ms [2022-04-06 05:18:55 main:574] : INFO : Epoch 1565 | loss: 0.0309793 | val_loss: 0.0310295 | Time: 2625.8 ms [2022-04-06 05:18:58 main:574] : INFO : Epoch 1566 | loss: 0.0309782 | val_loss: 0.0310198 | Time: 2521.87 ms [2022-04-06 05:19:00 main:574] : INFO : Epoch 1567 | loss: 0.0309741 | val_loss: 0.0310191 | Time: 2565.83 ms [2022-04-06 05:19:03 main:574] : INFO : Epoch 1568 | loss: 0.0309732 | val_loss: 0.0310239 | Time: 2508.11 ms [2022-04-06 05:19:05 main:574] : INFO : Epoch 1569 | loss: 0.0309718 | val_loss: 0.0310241 | Time: 2446.16 ms [2022-04-06 05:19:08 main:574] : INFO : Epoch 1570 | loss: 0.0309727 | val_loss: 0.0310348 | Time: 2569.74 ms [2022-04-06 05:19:10 main:574] : INFO : Epoch 1571 | loss: 0.0309818 | val_loss: 0.0310286 | Time: 2558.48 ms [2022-04-06 05:19:13 main:574] : INFO : Epoch 1572 | loss: 0.0309783 | val_loss: 0.0310282 | Time: 2547.63 ms [2022-04-06 05:19:16 main:574] : INFO : Epoch 1573 | loss: 0.0309754 | val_loss: 0.0310229 | Time: 2546.62 ms [2022-04-06 05:19:18 main:574] : INFO : Epoch 1574 | loss: 0.0309742 | val_loss: 0.031022 | Time: 2499 ms [2022-04-06 05:19:21 main:574] : INFO : Epoch 1575 | loss: 0.0309706 | val_loss: 0.0310221 | Time: 2517.23 ms [2022-04-06 05:19:23 main:574] : INFO : Epoch 1576 | loss: 0.030972 | val_loss: 0.0310259 | Time: 2528.91 ms [2022-04-06 05:19:26 main:574] : INFO : Epoch 1577 | loss: 0.0309722 | val_loss: 0.0310213 | Time: 2522.77 ms [2022-04-06 05:19:28 main:574] : INFO : Epoch 1578 | loss: 0.0309687 | val_loss: 0.0310178 | Time: 2502.73 ms [2022-04-06 05:19:31 main:574] : INFO : Epoch 1579 | loss: 0.0309666 | val_loss: 0.0310186 | Time: 2535.37 ms [2022-04-06 05:19:33 main:574] : INFO : Epoch 1580 | loss: 0.0309689 | val_loss: 0.0310217 | Time: 2565.5 ms [2022-04-06 05:19:36 main:574] : INFO : Epoch 1581 | loss: 0.0309713 | val_loss: 0.0310216 | Time: 2486.58 ms [2022-04-06 05:19:38 main:574] : INFO : Epoch 1582 | loss: 0.0309666 | val_loss: 0.0310205 | Time: 2503.86 ms [2022-04-06 05:19:41 main:574] : INFO : Epoch 1583 | loss: 0.0309639 | val_loss: 0.0310249 | Time: 2506.21 ms [2022-04-06 05:19:43 main:574] : INFO : Epoch 1584 | loss: 0.0309645 | val_loss: 0.0310207 | Time: 2628.13 ms [2022-04-06 05:19:46 main:574] : INFO : Epoch 1585 | loss: 0.0309618 | val_loss: 0.0310165 | Time: 2586.86 ms [2022-04-06 05:19:48 main:574] : INFO : Epoch 1586 | loss: 0.0309604 | val_loss: 0.0310223 | Time: 2491.03 ms [2022-04-06 05:19:51 main:574] : INFO : Epoch 1587 | loss: 0.0309617 | val_loss: 0.0310165 | Time: 2499.69 ms [2022-04-06 05:19:54 main:574] : INFO : Epoch 1588 | loss: 0.0309639 | val_loss: 0.0310144 | Time: 2586.64 ms [2022-04-06 05:19:56 main:574] : INFO : Epoch 1589 | loss: 0.030963 | val_loss: 0.0310228 | Time: 2590.49 ms [2022-04-06 05:19:59 main:574] : INFO : Epoch 1590 | loss: 0.0309592 | val_loss: 0.0310217 | Time: 2586.64 ms [2022-04-06 05:20:01 main:574] : INFO : Epoch 1591 | loss: 0.0309578 | val_loss: 0.0310259 | Time: 2584.71 ms [2022-04-06 05:20:04 main:574] : INFO : Epoch 1592 | loss: 0.0309573 | val_loss: 0.0310261 | Time: 2552.37 ms [2022-04-06 05:20:06 main:574] : INFO : Epoch 1593 | loss: 0.0309619 | val_loss: 0.0310182 | Time: 2541.28 ms [2022-04-06 05:20:09 main:574] : INFO : Epoch 1594 | loss: 0.0309679 | val_loss: 0.031031 | Time: 2608.53 ms [2022-04-06 05:20:12 main:574] : INFO : Epoch 1595 | loss: 0.030973 | val_loss: 0.0310225 | Time: 2558.2 ms [2022-04-06 05:20:14 main:574] : INFO : Epoch 1596 | loss: 0.0309776 | val_loss: 0.0310339 | Time: 2585.45 ms [2022-04-06 05:20:17 main:574] : INFO : Epoch 1597 | loss: 0.0309986 | val_loss: 0.031023 | Time: 2561.5 ms [2022-04-06 05:20:19 main:574] : INFO : Epoch 1598 | loss: 0.0309749 | val_loss: 0.0310089 | Time: 2590.74 ms [2022-04-06 05:20:22 main:574] : INFO : Epoch 1599 | loss: 0.030959 | val_loss: 0.0309928 | Time: 2588.96 ms [2022-04-06 05:20:24 main:574] : INFO : Epoch 1600 | loss: 0.0309326 | val_loss: 0.0309327 | Time: 2534.65 ms [2022-04-06 05:20:27 main:574] : INFO : Epoch 1601 | loss: 0.0308923 | val_loss: 0.0309264 | Time: 2579.57 ms [2022-04-06 05:20:30 main:574] : INFO : Epoch 1602 | loss: 0.0376937 | val_loss: 0.0318976 | Time: 2529.08 ms [2022-04-06 05:20:32 main:574] : INFO : Epoch 1603 | loss: 0.0373144 | val_loss: 0.0325096 | Time: 2571.18 ms [2022-04-06 05:20:35 main:574] : INFO : Epoch 1604 | loss: 0.0316961 | val_loss: 0.0313664 | Time: 2541.81 ms [2022-04-06 05:20:37 main:574] : INFO : Epoch 1605 | loss: 0.031297 | val_loss: 0.0312703 | Time: 2608.92 ms [2022-04-06 05:20:40 main:574] : INFO : Epoch 1606 | loss: 0.0312413 | val_loss: 0.0312214 | Time: 2508.02 ms [2022-04-06 05:20:42 main:574] : INFO : Epoch 1607 | loss: 0.0312108 | val_loss: 0.0311946 | Time: 2603.26 ms [2022-04-06 05:20:45 main:574] : INFO : Epoch 1608 | loss: 0.0311789 | val_loss: 0.0311578 | Time: 2570.2 ms [2022-04-06 05:20:48 main:574] : INFO : Epoch 1609 | loss: 0.0311406 | val_loss: 0.0311249 | Time: 2578.31 ms [2022-04-06 05:20:50 main:574] : INFO : Epoch 1610 | loss: 0.031116 | val_loss: 0.0311092 | Time: 2519.48 ms [2022-04-06 05:20:53 main:574] : INFO : Epoch 1611 | loss: 0.0311034 | val_loss: 0.0311001 | Time: 2578.42 ms [2022-04-06 05:20:55 main:574] : INFO : Epoch 1612 | loss: 0.0310977 | val_loss: 0.0310998 | Time: 2599.47 ms [2022-04-06 05:20:58 main:574] : INFO : Epoch 1613 | loss: 0.0310961 | val_loss: 0.0311002 | Time: 2615.91 ms [2022-04-06 05:21:00 main:574] : INFO : Epoch 1614 | loss: 0.031099 | val_loss: 0.0310968 | Time: 2536.28 ms [2022-04-06 05:21:03 main:574] : INFO : Epoch 1615 | loss: 0.0310954 | val_loss: 0.0310963 | Time: 2609.49 ms [2022-04-06 05:21:06 main:574] : INFO : Epoch 1616 | loss: 0.0310921 | val_loss: 0.0310948 | Time: 2591.55 ms [2022-04-06 05:21:08 main:574] : INFO : Epoch 1617 | loss: 0.0310924 | val_loss: 0.0310945 | Time: 2568.48 ms [2022-04-06 05:21:11 main:574] : INFO : Epoch 1618 | loss: 0.0310903 | val_loss: 0.0310925 | Time: 2513.94 ms [2022-04-06 05:21:13 main:574] : INFO : Epoch 1619 | loss: 0.0310888 | val_loss: 0.0310934 | Time: 2577.21 ms [2022-04-06 05:21:16 main:574] : INFO : Epoch 1620 | loss: 0.0310891 | val_loss: 0.031094 | Time: 2597.97 ms [2022-04-06 05:21:19 main:574] : INFO : Epoch 1621 | loss: 0.0310878 | val_loss: 0.0310912 | Time: 2705.6 ms [2022-04-06 05:21:21 main:574] : INFO : Epoch 1622 | loss: 0.0310874 | val_loss: 0.0310917 | Time: 2562.28 ms [2022-04-06 05:21:24 main:574] : INFO : Epoch 1623 | loss: 0.0310868 | val_loss: 0.0310906 | Time: 2539.08 ms [2022-04-06 05:21:26 main:574] : INFO : Epoch 1624 | loss: 0.0310854 | val_loss: 0.0310911 | Time: 2605.87 ms [2022-04-06 05:21:29 main:574] : INFO : Epoch 1625 | loss: 0.0310855 | val_loss: 0.031091 | Time: 3056.44 ms [2022-04-06 05:21:32 main:574] : INFO : Epoch 1626 | loss: 0.0310846 | val_loss: 0.0310903 | Time: 3037.46 ms [2022-04-06 05:21:35 main:574] : INFO : Epoch 1627 | loss: 0.0310848 | val_loss: 0.0310902 | Time: 2921.96 ms [2022-04-06 05:21:38 main:574] : INFO : Epoch 1628 | loss: 0.0310839 | val_loss: 0.0310902 | Time: 2965.45 ms [2022-04-06 05:21:41 main:574] : INFO : Epoch 1629 | loss: 0.0310829 | val_loss: 0.0310903 | Time: 3048.87 ms [2022-04-06 05:21:44 main:574] : INFO : Epoch 1630 | loss: 0.0310838 | val_loss: 0.0310902 | Time: 2981.73 ms [2022-04-06 05:21:47 main:574] : INFO : Epoch 1631 | loss: 0.0310817 | val_loss: 0.0310898 | Time: 2945.87 ms [2022-04-06 05:21:50 main:574] : INFO : Epoch 1632 | loss: 0.0310822 | val_loss: 0.0310909 | Time: 2956 ms [2022-04-06 05:21:53 main:574] : INFO : Epoch 1633 | loss: 0.0310818 | val_loss: 0.0310893 | Time: 2936.61 ms [2022-04-06 05:21:56 main:574] : INFO : Epoch 1634 | loss: 0.0310835 | val_loss: 0.0310931 | Time: 2995.22 ms [2022-04-06 05:21:59 main:574] : INFO : Epoch 1635 | loss: 0.0310826 | val_loss: 0.0310899 | Time: 2982.05 ms [2022-04-06 05:22:02 main:574] : INFO : Epoch 1636 | loss: 0.0310802 | val_loss: 0.0310889 | Time: 3006.81 ms [2022-04-06 05:22:05 main:574] : INFO : Epoch 1637 | loss: 0.0310807 | val_loss: 0.0310901 | Time: 2947.22 ms [2022-04-06 05:22:08 main:574] : INFO : Epoch 1638 | loss: 0.0310803 | val_loss: 0.03109 | Time: 2950.63 ms [2022-04-06 05:22:11 main:574] : INFO : Epoch 1639 | loss: 0.0310804 | val_loss: 0.0310895 | Time: 2892.45 ms [2022-04-06 05:22:14 main:574] : INFO : Epoch 1640 | loss: 0.0310793 | val_loss: 0.0310891 | Time: 3002.93 ms [2022-04-06 05:22:17 main:574] : INFO : Epoch 1641 | loss: 0.0310792 | val_loss: 0.0310912 | Time: 2981.22 ms [2022-04-06 05:22:20 main:574] : INFO : Epoch 1642 | loss: 0.0310815 | val_loss: 0.0310917 | Time: 3013.38 ms [2022-04-06 05:22:23 main:574] : INFO : Epoch 1643 | loss: 0.0310793 | val_loss: 0.0310896 | Time: 2995.86 ms [2022-04-06 05:22:26 main:574] : INFO : Epoch 1644 | loss: 0.0310779 | val_loss: 0.0310899 | Time: 3053.37 ms [2022-04-06 05:22:29 main:574] : INFO : Epoch 1645 | loss: 0.0310781 | val_loss: 0.0310889 | Time: 2967.09 ms [2022-04-06 05:22:32 main:574] : INFO : Epoch 1646 | loss: 0.0310777 | val_loss: 0.0310885 | Time: 2944.52 ms [2022-04-06 05:22:35 main:574] : INFO : Epoch 1647 | loss: 0.031078 | val_loss: 0.0310895 | Time: 3045.16 ms [2022-04-06 05:22:38 main:574] : INFO : Epoch 1648 | loss: 0.0310779 | val_loss: 0.0310891 | Time: 3041.34 ms [2022-04-06 05:22:41 main:574] : INFO : Epoch 1649 | loss: 0.0310785 | val_loss: 0.0310931 | Time: 3051.83 ms [2022-04-06 05:22:44 main:574] : INFO : Epoch 1650 | loss: 0.0310786 | val_loss: 0.0310888 | Time: 2972.62 ms [2022-04-06 05:22:47 main:574] : INFO : Epoch 1651 | loss: 0.0310783 | val_loss: 0.0310886 | Time: 2978.25 ms [2022-04-06 05:22:50 main:574] : INFO : Epoch 1652 | loss: 0.0310772 | val_loss: 0.0310885 | Time: 2929.72 ms [2022-04-06 05:22:53 main:574] : INFO : Epoch 1653 | loss: 0.031078 | val_loss: 0.0310958 | Time: 3014.52 ms [2022-04-06 05:22:56 main:574] : INFO : Epoch 1654 | loss: 0.0310781 | val_loss: 0.0310883 | Time: 2945.8 ms [2022-04-06 05:22:59 main:574] : INFO : Epoch 1655 | loss: 0.031077 | val_loss: 0.0310885 | Time: 3073.65 ms [2022-04-06 05:23:02 main:574] : INFO : Epoch 1656 | loss: 0.0310767 | val_loss: 0.0310889 | Time: 2949.51 ms [2022-04-06 05:23:05 main:574] : INFO : Epoch 1657 | loss: 0.0310764 | val_loss: 0.031088 | Time: 2996.74 ms [2022-04-06 05:23:08 main:574] : INFO : Epoch 1658 | loss: 0.0310764 | val_loss: 0.0310896 | Time: 2902.7 ms [2022-04-06 05:23:11 main:574] : INFO : Epoch 1659 | loss: 0.0310773 | val_loss: 0.0310885 | Time: 2951.12 ms [2022-04-06 05:23:14 main:574] : INFO : Epoch 1660 | loss: 0.0310785 | val_loss: 0.0310902 | Time: 2962.52 ms [2022-04-06 05:23:17 main:574] : INFO : Epoch 1661 | loss: 0.0310819 | val_loss: 0.0310911 | Time: 2857.55 ms [2022-04-06 05:23:20 main:574] : INFO : Epoch 1662 | loss: 0.0310802 | val_loss: 0.0310911 | Time: 2896.47 ms [2022-04-06 05:23:22 main:574] : INFO : Epoch 1663 | loss: 0.0310782 | val_loss: 0.0310887 | Time: 2865.87 ms [2022-04-06 05:23:25 main:574] : INFO : Epoch 1664 | loss: 0.0310753 | val_loss: 0.0310789 | Time: 2928.72 ms [2022-04-06 05:23:28 main:574] : INFO : Epoch 1665 | loss: 0.0310639 | val_loss: 0.0310707 | Time: 2930.78 ms [2022-04-06 05:23:31 main:574] : INFO : Epoch 1666 | loss: 0.0310601 | val_loss: 0.0310677 | Time: 2940.93 ms [2022-04-06 05:23:34 main:574] : INFO : Epoch 1667 | loss: 0.0310597 | val_loss: 0.0310718 | Time: 2966.82 ms [2022-04-06 05:23:37 main:574] : INFO : Epoch 1668 | loss: 0.0310586 | val_loss: 0.031069 | Time: 2958.56 ms [2022-04-06 05:23:40 main:574] : INFO : Epoch 1669 | loss: 0.0310565 | val_loss: 0.0310695 | Time: 2978.08 ms [2022-04-06 05:23:43 main:574] : INFO : Epoch 1670 | loss: 0.0310555 | val_loss: 0.0310677 | Time: 2925.93 ms [2022-04-06 05:23:46 main:574] : INFO : Epoch 1671 | loss: 0.0310545 | val_loss: 0.0310665 | Time: 2959.5 ms [2022-04-06 05:23:49 main:574] : INFO : Epoch 1672 | loss: 0.0310568 | val_loss: 0.031069 | Time: 2950.67 ms [2022-04-06 05:23:52 main:574] : INFO : Epoch 1673 | loss: 0.0310567 | val_loss: 0.0310679 | Time: 3013.16 ms [2022-04-06 05:23:55 main:574] : INFO : Epoch 1674 | loss: 0.0310568 | val_loss: 0.0310667 | Time: 2974.03 ms [2022-04-06 05:23:58 main:574] : INFO : Epoch 1675 | loss: 0.0310546 | val_loss: 0.0310675 | Time: 2917.02 ms [2022-04-06 05:24:01 main:574] : INFO : Epoch 1676 | loss: 0.0310552 | val_loss: 0.0310669 | Time: 2988.87 ms [2022-04-06 05:24:04 main:574] : INFO : Epoch 1677 | loss: 0.0310548 | val_loss: 0.0310693 | Time: 2958.4 ms [2022-04-06 05:24:07 main:574] : INFO : Epoch 1678 | loss: 0.0310532 | val_loss: 0.0310661 | Time: 2910.47 ms [2022-04-06 05:24:10 main:574] : INFO : Epoch 1679 | loss: 0.0310528 | val_loss: 0.0310653 | Time: 2897.47 ms [2022-04-06 05:24:12 main:574] : INFO : Epoch 1680 | loss: 0.0310529 | val_loss: 0.0310642 | Time: 2839.86 ms [2022-04-06 05:24:15 main:574] : INFO : Epoch 1681 | loss: 0.0310554 | val_loss: 0.0310643 | Time: 2906.94 ms [2022-04-06 05:24:18 main:574] : INFO : Epoch 1682 | loss: 0.0310538 | val_loss: 0.0310667 | Time: 2850.78 ms [2022-04-06 05:24:21 main:574] : INFO : Epoch 1683 | loss: 0.0310526 | val_loss: 0.0310632 | Time: 2857.18 ms [2022-04-06 05:24:24 main:574] : INFO : Epoch 1684 | loss: 0.0310525 | val_loss: 0.0310658 | Time: 3039.1 ms [2022-04-06 05:24:27 main:574] : INFO : Epoch 1685 | loss: 0.0310539 | val_loss: 0.031065 | Time: 2887.77 ms [2022-04-06 05:24:30 main:574] : INFO : Epoch 1686 | loss: 0.0310544 | val_loss: 0.031066 | Time: 3005.52 ms [2022-04-06 05:24:33 main:574] : INFO : Epoch 1687 | loss: 0.0310543 | val_loss: 0.0310664 | Time: 2863.8 ms [2022-04-06 05:24:36 main:574] : INFO : Epoch 1688 | loss: 0.0310535 | val_loss: 0.031064 | Time: 2874.66 ms [2022-04-06 05:24:39 main:574] : INFO : Epoch 1689 | loss: 0.0310504 | val_loss: 0.0310636 | Time: 2996.75 ms [2022-04-06 05:24:42 main:574] : INFO : Epoch 1690 | loss: 0.0310509 | val_loss: 0.0310635 | Time: 2920.91 ms [2022-04-06 05:24:45 main:574] : INFO : Epoch 1691 | loss: 0.0310502 | val_loss: 0.0310638 | Time: 2861.01 ms [2022-04-06 05:24:48 main:574] : INFO : Epoch 1692 | loss: 0.03105 | val_loss: 0.0310641 | Time: 2976.74 ms [2022-04-06 05:24:50 main:574] : INFO : Epoch 1693 | loss: 0.0310493 | val_loss: 0.0310622 | Time: 2949.99 ms [2022-04-06 05:24:53 main:574] : INFO : Epoch 1694 | loss: 0.0310491 | val_loss: 0.031064 | Time: 2880.45 ms [2022-04-06 05:24:56 main:574] : INFO : Epoch 1695 | loss: 0.0310508 | val_loss: 0.0310634 | Time: 3019.94 ms [2022-04-06 05:24:59 main:574] : INFO : Epoch 1696 | loss: 0.0310497 | val_loss: 0.0310654 | Time: 2942.28 ms [2022-04-06 05:25:02 main:574] : INFO : Epoch 1697 | loss: 0.0310489 | val_loss: 0.0310651 | Time: 2879.41 ms [2022-04-06 05:25:05 main:574] : INFO : Epoch 1698 | loss: 0.0310494 | val_loss: 0.0310637 | Time: 3023.32 ms [2022-04-06 05:25:08 main:574] : INFO : Epoch 1699 | loss: 0.0310491 | val_loss: 0.0310665 | Time: 2954.53 ms [2022-04-06 05:25:11 main:574] : INFO : Epoch 1700 | loss: 0.0310513 | val_loss: 0.0310648 | Time: 2960.72 ms [2022-04-06 05:25:14 main:574] : INFO : Epoch 1701 | loss: 0.0310532 | val_loss: 0.0310641 | Time: 3037.82 ms [2022-04-06 05:25:17 main:574] : INFO : Epoch 1702 | loss: 0.0310501 | val_loss: 0.0310654 | Time: 3019.88 ms [2022-04-06 05:25:20 main:574] : INFO : Epoch 1703 | loss: 0.0310496 | val_loss: 0.0310666 | Time: 2945.65 ms [2022-04-06 05:25:23 main:574] : INFO : Epoch 1704 | loss: 0.0310504 | val_loss: 0.0310634 | Time: 2988.24 ms [2022-04-06 05:25:26 main:574] : INFO : Epoch 1705 | loss: 0.0310639 | val_loss: 0.0310745 | Time: 3029.44 ms [2022-04-06 05:25:29 main:574] : INFO : Epoch 1706 | loss: 0.0310685 | val_loss: 0.0310748 | Time: 3005.09 ms [2022-04-06 05:25:32 main:574] : INFO : Epoch 1707 | loss: 0.0310609 | val_loss: 0.0310644 | Time: 2943.5 ms [2022-04-06 05:25:35 main:574] : INFO : Epoch 1708 | loss: 0.0310565 | val_loss: 0.0310637 | Time: 2973.78 ms [2022-04-06 05:25:38 main:574] : INFO : Epoch 1709 | loss: 0.0310536 | val_loss: 0.0310633 | Time: 2935.61 ms [2022-04-06 05:25:41 main:574] : INFO : Epoch 1710 | loss: 0.0310513 | val_loss: 0.0310616 | Time: 2957.12 ms [2022-04-06 05:25:44 main:574] : INFO : Epoch 1711 | loss: 0.0310522 | val_loss: 0.0310651 | Time: 2962.89 ms [2022-04-06 05:25:47 main:574] : INFO : Epoch 1712 | loss: 0.031051 | val_loss: 0.0310615 | Time: 3028.02 ms [2022-04-06 05:25:50 main:574] : INFO : Epoch 1713 | loss: 0.0310463 | val_loss: 0.0310559 | Time: 2954.99 ms [2022-04-06 05:25:53 main:574] : INFO : Epoch 1714 | loss: 0.031041 | val_loss: 0.0310523 | Time: 2976.52 ms [2022-04-06 05:25:56 main:574] : INFO : Epoch 1715 | loss: 0.0310321 | val_loss: 0.0310476 | Time: 3000.52 ms [2022-04-06 05:25:59 main:574] : INFO : Epoch 1716 | loss: 0.0310284 | val_loss: 0.0310397 | Time: 2976.89 ms [2022-04-06 05:26:02 main:574] : INFO : Epoch 1717 | loss: 0.0310208 | val_loss: 0.0310382 | Time: 2950.31 ms [2022-04-06 05:26:05 main:574] : INFO : Epoch 1718 | loss: 0.0310186 | val_loss: 0.0310361 | Time: 3008.5 ms [2022-04-06 05:26:08 main:574] : INFO : Epoch 1719 | loss: 0.0310145 | val_loss: 0.0310329 | Time: 2941.5 ms [2022-04-06 05:26:11 main:574] : INFO : Epoch 1720 | loss: 0.0310112 | val_loss: 0.0310319 | Time: 2958.43 ms [2022-04-06 05:26:14 main:574] : INFO : Epoch 1721 | loss: 0.0310083 | val_loss: 0.0310298 | Time: 2943.02 ms [2022-04-06 05:26:17 main:574] : INFO : Epoch 1722 | loss: 0.0310074 | val_loss: 0.031028 | Time: 2912.46 ms [2022-04-06 05:26:20 main:574] : INFO : Epoch 1723 | loss: 0.0310041 | val_loss: 0.0310217 | Time: 2987.88 ms [2022-04-06 05:26:23 main:574] : INFO : Epoch 1724 | loss: 0.0310005 | val_loss: 0.0310192 | Time: 2880.69 ms [2022-04-06 05:26:25 main:574] : INFO : Epoch 1725 | loss: 0.0310017 | val_loss: 0.0310238 | Time: 2937.14 ms [2022-04-06 05:26:28 main:574] : INFO : Epoch 1726 | loss: 0.0309991 | val_loss: 0.0310199 | Time: 2971.07 ms [2022-04-06 05:26:31 main:574] : INFO : Epoch 1727 | loss: 0.031 | val_loss: 0.0310194 | Time: 3025.43 ms [2022-04-06 05:26:34 main:574] : INFO : Epoch 1728 | loss: 0.0309995 | val_loss: 0.0310239 | Time: 2967.63 ms [2022-04-06 05:26:37 main:574] : INFO : Epoch 1729 | loss: 0.0310055 | val_loss: 0.0310284 | Time: 2931.5 ms [2022-04-06 05:26:40 main:574] : INFO : Epoch 1730 | loss: 0.0310008 | val_loss: 0.0310187 | Time: 2918.79 ms [2022-04-06 05:26:43 main:574] : INFO : Epoch 1731 | loss: 0.0309972 | val_loss: 0.0310337 | Time: 2836.95 ms [2022-04-06 05:26:46 main:574] : INFO : Epoch 1732 | loss: 0.0310134 | val_loss: 0.0310454 | Time: 2981.34 ms [2022-04-06 05:26:49 main:574] : INFO : Epoch 1733 | loss: 0.03101 | val_loss: 0.031026 | Time: 2983.44 ms [2022-04-06 05:26:52 main:574] : INFO : Epoch 1734 | loss: 0.0309984 | val_loss: 0.0310194 | Time: 2897.57 ms [2022-04-06 05:26:55 main:574] : INFO : Epoch 1735 | loss: 0.0309931 | val_loss: 0.0310198 | Time: 2909.05 ms [2022-04-06 05:26:58 main:574] : INFO : Epoch 1736 | loss: 0.0310102 | val_loss: 0.0310237 | Time: 2916.57 ms [2022-04-06 05:27:01 main:574] : INFO : Epoch 1737 | loss: 0.0310039 | val_loss: 0.0310215 | Time: 2935.04 ms [2022-04-06 05:27:04 main:574] : INFO : Epoch 1738 | loss: 0.0309951 | val_loss: 0.0310141 | Time: 3042.44 ms [2022-04-06 05:27:07 main:574] : INFO : Epoch 1739 | loss: 0.0309896 | val_loss: 0.0310201 | Time: 2978.42 ms [2022-04-06 05:27:10 main:574] : INFO : Epoch 1740 | loss: 0.0309915 | val_loss: 0.0310144 | Time: 2978.96 ms [2022-04-06 05:27:13 main:574] : INFO : Epoch 1741 | loss: 0.0309858 | val_loss: 0.0310127 | Time: 3016.74 ms [2022-04-06 05:27:16 main:574] : INFO : Epoch 1742 | loss: 0.0309969 | val_loss: 0.0310119 | Time: 3004.33 ms [2022-04-06 05:27:19 main:574] : INFO : Epoch 1743 | loss: 0.0309963 | val_loss: 0.0310235 | Time: 2890.38 ms [2022-04-06 05:27:22 main:574] : INFO : Epoch 1744 | loss: 0.0309941 | val_loss: 0.031019 | Time: 2912.95 ms [2022-04-06 05:27:25 main:574] : INFO : Epoch 1745 | loss: 0.0309896 | val_loss: 0.0310145 | Time: 2893.77 ms [2022-04-06 05:27:27 main:574] : INFO : Epoch 1746 | loss: 0.0309844 | val_loss: 0.0310145 | Time: 2889.45 ms [2022-04-06 05:27:30 main:574] : INFO : Epoch 1747 | loss: 0.0309859 | val_loss: 0.0310126 | Time: 2899.24 ms [2022-04-06 05:27:33 main:574] : INFO : Epoch 1748 | loss: 0.0309869 | val_loss: 0.0310141 | Time: 2969.38 ms [2022-04-06 05:27:36 main:574] : INFO : Epoch 1749 | loss: 0.0309898 | val_loss: 0.031008 | Time: 3025.79 ms [2022-04-06 05:27:39 main:574] : INFO : Epoch 1750 | loss: 0.0309832 | val_loss: 0.031015 | Time: 3002.38 ms [2022-04-06 05:27:42 main:574] : INFO : Epoch 1751 | loss: 0.0309971 | val_loss: 0.031029 | Time: 2942.28 ms [2022-04-06 05:27:45 main:574] : INFO : Epoch 1752 | loss: 0.030995 | val_loss: 0.0310151 | Time: 2963.12 ms [2022-04-06 05:27:48 main:574] : INFO : Epoch 1753 | loss: 0.0309903 | val_loss: 0.0310191 | Time: 2952.44 ms [2022-04-06 05:27:51 main:574] : INFO : Epoch 1754 | loss: 0.0309859 | val_loss: 0.0310128 | Time: 3002.21 ms [2022-04-06 05:27:54 main:574] : INFO : Epoch 1755 | loss: 0.030984 | val_loss: 0.0310188 | Time: 2955.24 ms [2022-04-06 05:27:57 main:574] : INFO : Epoch 1756 | loss: 0.030996 | val_loss: 0.0310118 | Time: 2951.2 ms [2022-04-06 05:28:00 main:574] : INFO : Epoch 1757 | loss: 0.0309898 | val_loss: 0.0310127 | Time: 2956.57 ms [2022-04-06 05:28:03 main:574] : INFO : Epoch 1758 | loss: 0.0309873 | val_loss: 0.0310081 | Time: 2937.97 ms [2022-04-06 05:28:06 main:574] : INFO : Epoch 1759 | loss: 0.0309948 | val_loss: 0.0310194 | Time: 2835.45 ms [2022-04-06 05:28:09 main:574] : INFO : Epoch 1760 | loss: 0.030992 | val_loss: 0.0310117 | Time: 2991.59 ms [2022-04-06 05:28:12 main:574] : INFO : Epoch 1761 | loss: 0.0309903 | val_loss: 0.0310263 | Time: 2984.23 ms [2022-04-06 05:28:15 main:574] : INFO : Epoch 1762 | loss: 0.0309933 | val_loss: 0.0310192 | Time: 2913.19 ms [2022-04-06 05:28:18 main:574] : INFO : Epoch 1763 | loss: 0.0309881 | val_loss: 0.0310178 | Time: 2842.42 ms [2022-04-06 05:28:20 main:574] : INFO : Epoch 1764 | loss: 0.0309846 | val_loss: 0.0310197 | Time: 2863.85 ms [2022-04-06 05:28:23 main:574] : INFO : Epoch 1765 | loss: 0.0309831 | val_loss: 0.0310106 | Time: 2935.88 ms [2022-04-06 05:28:26 main:574] : INFO : Epoch 1766 | loss: 0.0309853 | val_loss: 0.0310158 | Time: 2959.21 ms [2022-04-06 05:28:29 main:574] : INFO : Epoch 1767 | loss: 0.0310084 | val_loss: 0.0310186 | Time: 2923.27 ms [2022-04-06 05:28:32 main:574] : INFO : Epoch 1768 | loss: 0.031005 | val_loss: 0.0310341 | Time: 2833.17 ms [2022-04-06 05:28:35 main:574] : INFO : Epoch 1769 | loss: 0.0310012 | val_loss: 0.0310226 | Time: 2954.82 ms [2022-04-06 05:28:38 main:574] : INFO : Epoch 1770 | loss: 0.0309974 | val_loss: 0.0310158 | Time: 2908.03 ms [2022-04-06 05:28:41 main:574] : INFO : Epoch 1771 | loss: 0.0309961 | val_loss: 0.0310167 | Time: 2824.29 ms [2022-04-06 05:28:44 main:574] : INFO : Epoch 1772 | loss: 0.0309997 | val_loss: 0.0310329 | Time: 2850.8 ms [2022-04-06 05:28:47 main:574] : INFO : Epoch 1773 | loss: 0.0310544 | val_loss: 0.0310716 | Time: 2948.83 ms [2022-04-06 05:28:50 main:574] : INFO : Epoch 1774 | loss: 0.0310474 | val_loss: 0.0310464 | Time: 2938.1 ms [2022-04-06 05:28:53 main:574] : INFO : Epoch 1775 | loss: 0.03103 | val_loss: 0.0310312 | Time: 2972.81 ms [2022-04-06 05:28:55 main:574] : INFO : Epoch 1776 | loss: 0.0310097 | val_loss: 0.0310192 | Time: 2915.92 ms [2022-04-06 05:28:58 main:574] : INFO : Epoch 1777 | loss: 0.0309981 | val_loss: 0.031015 | Time: 2960.03 ms [2022-04-06 05:29:01 main:574] : INFO : Epoch 1778 | loss: 0.0309918 | val_loss: 0.031013 | Time: 2889.31 ms [2022-04-06 05:29:04 main:574] : INFO : Epoch 1779 | loss: 0.0309897 | val_loss: 0.0310118 | Time: 2994.61 ms [2022-04-06 05:29:07 main:574] : INFO : Epoch 1780 | loss: 0.0309937 | val_loss: 0.0310137 | Time: 2876.39 ms [2022-04-06 05:29:10 main:574] : INFO : Epoch 1781 | loss: 0.030991 | val_loss: 0.0310134 | Time: 2886.05 ms [2022-04-06 05:29:13 main:574] : INFO : Epoch 1782 | loss: 0.0309868 | val_loss: 0.0310163 | Time: 2963.03 ms [2022-04-06 05:29:16 main:574] : INFO : Epoch 1783 | loss: 0.0309858 | val_loss: 0.0310133 | Time: 2856.05 ms [2022-04-06 05:29:19 main:574] : INFO : Epoch 1784 | loss: 0.0309818 | val_loss: 0.0310044 | Time: 2967.02 ms [2022-04-06 05:29:22 main:574] : INFO : Epoch 1785 | loss: 0.0309842 | val_loss: 0.0310156 | Time: 2892.7 ms [2022-04-06 05:29:25 main:574] : INFO : Epoch 1786 | loss: 0.0309839 | val_loss: 0.0310064 | Time: 2944.57 ms [2022-04-06 05:29:28 main:574] : INFO : Epoch 1787 | loss: 0.0309823 | val_loss: 0.0310094 | Time: 2998.57 ms [2022-04-06 05:29:31 main:574] : INFO : Epoch 1788 | loss: 0.0309887 | val_loss: 0.0310257 | Time: 2920.14 ms [2022-04-06 05:29:34 main:574] : INFO : Epoch 1789 | loss: 0.0309963 | val_loss: 0.0310105 | Time: 2897.93 ms [2022-04-06 05:29:37 main:574] : INFO : Epoch 1790 | loss: 0.0309832 | val_loss: 0.0310053 | Time: 2990.5 ms [2022-04-06 05:29:40 main:574] : INFO : Epoch 1791 | loss: 0.0309765 | val_loss: 0.0310061 | Time: 2977.02 ms [2022-04-06 05:29:42 main:574] : INFO : Epoch 1792 | loss: 0.0309762 | val_loss: 0.0310112 | Time: 2918.31 ms [2022-04-06 05:29:45 main:574] : INFO : Epoch 1793 | loss: 0.0309816 | val_loss: 0.0310171 | Time: 3033.84 ms [2022-04-06 05:29:48 main:574] : INFO : Epoch 1794 | loss: 0.0309901 | val_loss: 0.0310107 | Time: 2968.81 ms [2022-04-06 05:29:51 main:574] : INFO : Epoch 1795 | loss: 0.0309873 | val_loss: 0.0310125 | Time: 2886.37 ms [2022-04-06 05:29:54 main:574] : INFO : Epoch 1796 | loss: 0.0309911 | val_loss: 0.0310186 | Time: 3039.84 ms [2022-04-06 05:29:57 main:574] : INFO : Epoch 1797 | loss: 0.0309902 | val_loss: 0.0310225 | Time: 2977.44 ms [2022-04-06 05:30:00 main:574] : INFO : Epoch 1798 | loss: 0.0309808 | val_loss: 0.031013 | Time: 2988.97 ms [2022-04-06 05:30:03 main:574] : INFO : Epoch 1799 | loss: 0.0309798 | val_loss: 0.031008 | Time: 3046.27 ms [2022-04-06 05:30:06 main:574] : INFO : Epoch 1800 | loss: 0.0309761 | val_loss: 0.0310064 | Time: 2987.98 ms [2022-04-06 05:30:09 main:574] : INFO : Epoch 1801 | loss: 0.0309879 | val_loss: 0.0310043 | Time: 2961.35 ms [2022-04-06 05:30:12 main:574] : INFO : Epoch 1802 | loss: 0.0309808 | val_loss: 0.0310009 | Time: 2953.09 ms [2022-04-06 05:30:15 main:574] : INFO : Epoch 1803 | loss: 0.0309751 | val_loss: 0.0309979 | Time: 3012.43 ms [2022-04-06 05:30:18 main:574] : INFO : Epoch 1804 | loss: 0.0309783 | val_loss: 0.0310063 | Time: 2921.14 ms [2022-04-06 05:30:21 main:574] : INFO : Epoch 1805 | loss: 0.030981 | val_loss: 0.0310098 | Time: 2942.18 ms [2022-04-06 05:30:24 main:574] : INFO : Epoch 1806 | loss: 0.0309754 | val_loss: 0.0310033 | Time: 3001.67 ms [2022-04-06 05:30:27 main:574] : INFO : Epoch 1807 | loss: 0.0309745 | val_loss: 0.0310054 | Time: 2963.89 ms [2022-04-06 05:30:30 main:574] : INFO : Epoch 1808 | loss: 0.0309972 | val_loss: 0.031018 | Time: 2962.38 ms [2022-04-06 05:30:33 main:574] : INFO : Epoch 1809 | loss: 0.0309947 | val_loss: 0.0310094 | Time: 2953.54 ms [2022-04-06 05:30:36 main:574] : INFO : Epoch 1810 | loss: 0.0309844 | val_loss: 0.0310102 | Time: 2951.82 ms [2022-04-06 05:30:39 main:574] : INFO : Epoch 1811 | loss: 0.0309814 | val_loss: 0.0310021 | Time: 2914.24 ms [2022-04-06 05:30:42 main:574] : INFO : Epoch 1812 | loss: 0.0309809 | val_loss: 0.0310034 | Time: 2961.66 ms [2022-04-06 05:30:45 main:574] : INFO : Epoch 1813 | loss: 0.0309787 | val_loss: 0.0310083 | Time: 3081.02 ms [2022-04-06 05:30:48 main:574] : INFO : Epoch 1814 | loss: 0.0309774 | val_loss: 0.0310086 | Time: 2940.75 ms [2022-04-06 05:30:51 main:574] : INFO : Epoch 1815 | loss: 0.0309769 | val_loss: 0.030997 | Time: 2984.22 ms [2022-04-06 05:30:54 main:574] : INFO : Epoch 1816 | loss: 0.0309758 | val_loss: 0.0310013 | Time: 2939.68 ms [2022-04-06 05:30:57 main:574] : INFO : Epoch 1817 | loss: 0.0309735 | val_loss: 0.0309972 | Time: 2990.11 ms [2022-04-06 05:31:00 main:574] : INFO : Epoch 1818 | loss: 0.0309732 | val_loss: 0.031007 | Time: 2937.92 ms [2022-04-06 05:31:03 main:574] : INFO : Epoch 1819 | loss: 0.0309827 | val_loss: 0.0310018 | Time: 2962.37 ms [2022-04-06 05:31:06 main:574] : INFO : Epoch 1820 | loss: 0.0309855 | val_loss: 0.0310115 | Time: 2834.58 ms [2022-04-06 05:31:09 main:574] : INFO : Epoch 1821 | loss: 0.030979 | val_loss: 0.0310145 | Time: 3036.27 ms [2022-04-06 05:31:12 main:574] : INFO : Epoch 1822 | loss: 0.0309955 | val_loss: 0.0310246 | Time: 2914.7 ms [2022-04-06 05:31:15 main:574] : INFO : Epoch 1823 | loss: 0.0309986 | val_loss: 0.0310099 | Time: 2956.75 ms [2022-04-06 05:31:17 main:574] : INFO : Epoch 1824 | loss: 0.0309848 | val_loss: 0.0310102 | Time: 2910.72 ms [2022-04-06 05:31:20 main:574] : INFO : Epoch 1825 | loss: 0.030984 | val_loss: 0.0310138 | Time: 2970.19 ms [2022-04-06 05:31:23 main:574] : INFO : Epoch 1826 | loss: 0.0309784 | val_loss: 0.0310063 | Time: 2947.45 ms [2022-04-06 05:31:26 main:574] : INFO : Epoch 1827 | loss: 0.0309767 | val_loss: 0.0310117 | Time: 3073.43 ms [2022-04-06 05:31:30 main:574] : INFO : Epoch 1828 | loss: 0.0309723 | val_loss: 0.0310024 | Time: 3064.18 ms [2022-04-06 05:31:32 main:574] : INFO : Epoch 1829 | loss: 0.030971 | val_loss: 0.0309999 | Time: 2895.03 ms [2022-04-06 05:31:35 main:574] : INFO : Epoch 1830 | loss: 0.0309743 | val_loss: 0.0310047 | Time: 2932.68 ms [2022-04-06 05:31:38 main:574] : INFO : Epoch 1831 | loss: 0.0309707 | val_loss: 0.0310053 | Time: 2951.22 ms [2022-04-06 05:31:41 main:574] : INFO : Epoch 1832 | loss: 0.0309687 | val_loss: 0.0310046 | Time: 2959.29 ms [2022-04-06 05:31:44 main:574] : INFO : Epoch 1833 | loss: 0.0309688 | val_loss: 0.0309999 | Time: 3021.62 ms [2022-04-06 05:31:47 main:574] : INFO : Epoch 1834 | loss: 0.0309718 | val_loss: 0.031002 | Time: 2924.12 ms [2022-04-06 05:31:50 main:574] : INFO : Epoch 1835 | loss: 0.0309741 | val_loss: 0.0310128 | Time: 2869.96 ms [2022-04-06 05:31:53 main:574] : INFO : Epoch 1836 | loss: 0.0309718 | val_loss: 0.0310045 | Time: 2955.1 ms [2022-04-06 05:31:56 main:574] : INFO : Epoch 1837 | loss: 0.0309693 | val_loss: 0.0310058 | Time: 3009.35 ms [2022-04-06 05:31:59 main:574] : INFO : Epoch 1838 | loss: 0.0309669 | val_loss: 0.0310043 | Time: 3018.06 ms [2022-04-06 05:32:02 main:574] : INFO : Epoch 1839 | loss: 0.0309657 | val_loss: 0.0310089 | Time: 3078.47 ms [2022-04-06 05:32:05 main:574] : INFO : Epoch 1840 | loss: 0.0309674 | val_loss: 0.0310065 | Time: 2930 ms [2022-04-06 05:32:08 main:574] : INFO : Epoch 1841 | loss: 0.0309656 | val_loss: 0.0310034 | Time: 2921.95 ms [2022-04-06 05:32:11 main:574] : INFO : Epoch 1842 | loss: 0.0309647 | val_loss: 0.0310006 | Time: 2918.59 ms [2022-04-06 05:32:14 main:574] : INFO : Epoch 1843 | loss: 0.0309638 | val_loss: 0.0310061 | Time: 2847.48 ms [2022-04-06 05:32:17 main:574] : INFO : Epoch 1844 | loss: 0.0309631 | val_loss: 0.0310058 | Time: 2854.61 ms [2022-04-06 05:32:20 main:574] : INFO : Epoch 1845 | loss: 0.0309628 | val_loss: 0.031008 | Time: 2886.57 ms [2022-04-06 05:32:22 main:574] : INFO : Epoch 1846 | loss: 0.0309658 | val_loss: 0.0310016 | Time: 2851.9 ms [2022-04-06 05:32:25 main:574] : INFO : Epoch 1847 | loss: 0.0309679 | val_loss: 0.0310013 | Time: 2869.9 ms [2022-04-06 05:32:28 main:574] : INFO : Epoch 1848 | loss: 0.0309638 | val_loss: 0.031008 | Time: 2958.61 ms [2022-04-06 05:32:31 main:574] : INFO : Epoch 1849 | loss: 0.0309645 | val_loss: 0.03101 | Time: 3023.26 ms [2022-04-06 05:32:34 main:574] : INFO : Epoch 1850 | loss: 0.0309619 | val_loss: 0.0310029 | Time: 2911.17 ms [2022-04-06 05:32:37 main:574] : INFO : Epoch 1851 | loss: 0.0309654 | val_loss: 0.0310066 | Time: 2856.78 ms [2022-04-06 05:32:40 main:574] : INFO : Epoch 1852 | loss: 0.0309624 | val_loss: 0.031003 | Time: 2847.76 ms [2022-04-06 05:32:43 main:574] : INFO : Epoch 1853 | loss: 0.0309621 | val_loss: 0.0310022 | Time: 2845.25 ms [2022-04-06 05:32:46 main:574] : INFO : Epoch 1854 | loss: 0.0309605 | val_loss: 0.0310107 | Time: 2977.73 ms [2022-04-06 05:32:49 main:574] : INFO : Epoch 1855 | loss: 0.0309628 | val_loss: 0.0310042 | Time: 2942.17 ms [2022-04-06 05:32:52 main:574] : INFO : Epoch 1856 | loss: 0.0309642 | val_loss: 0.0310132 | Time: 2868.77 ms [2022-04-06 05:32:54 main:574] : INFO : Epoch 1857 | loss: 0.0309643 | val_loss: 0.0310082 | Time: 2956.6 ms [2022-04-06 05:32:57 main:574] : INFO : Epoch 1858 | loss: 0.0309622 | val_loss: 0.031001 | Time: 2916.85 ms [2022-04-06 05:33:00 main:574] : INFO : Epoch 1859 | loss: 0.0309678 | val_loss: 0.03101 | Time: 2932.73 ms [2022-04-06 05:33:03 main:574] : INFO : Epoch 1860 | loss: 0.0309667 | val_loss: 0.0310066 | Time: 2969.58 ms [2022-04-06 05:33:06 main:574] : INFO : Epoch 1861 | loss: 0.0309659 | val_loss: 0.0310042 | Time: 2989.32 ms [2022-04-06 05:33:09 main:574] : INFO : Epoch 1862 | loss: 0.0309614 | val_loss: 0.0310061 | Time: 2895.58 ms [2022-04-06 05:33:12 main:574] : INFO : Epoch 1863 | loss: 0.0309606 | val_loss: 0.0310013 | Time: 2964.93 ms [2022-04-06 05:33:15 main:574] : INFO : Epoch 1864 | loss: 0.0309579 | val_loss: 0.0310029 | Time: 2950.35 ms [2022-04-06 05:33:18 main:574] : INFO : Epoch 1865 | loss: 0.0309636 | val_loss: 0.0310024 | Time: 2943.03 ms [2022-04-06 05:33:21 main:574] : INFO : Epoch 1866 | loss: 0.0309602 | val_loss: 0.0310048 | Time: 2942.99 ms [2022-04-06 05:33:24 main:574] : INFO : Epoch 1867 | loss: 0.0309604 | val_loss: 0.0310066 | Time: 2966.27 ms [2022-04-06 05:33:27 main:574] : INFO : Epoch 1868 | loss: 0.0309601 | val_loss: 0.0309987 | Time: 2936.97 ms [2022-04-06 05:33:30 main:574] : INFO : Epoch 1869 | loss: 0.0309593 | val_loss: 0.0310029 | Time: 2898.26 ms [2022-04-06 05:33:33 main:574] : INFO : Epoch 1870 | loss: 0.0309612 | val_loss: 0.0309978 | Time: 2865.03 ms [2022-04-06 05:33:36 main:574] : INFO : Epoch 1871 | loss: 0.0309608 | val_loss: 0.0310062 | Time: 2910.74 ms [2022-04-06 05:33:39 main:574] : INFO : Epoch 1872 | loss: 0.0309684 | val_loss: 0.0310019 | Time: 2940.7 ms [2022-04-06 05:33:41 main:574] : INFO : Epoch 1873 | loss: 0.0309628 | val_loss: 0.0310103 | Time: 2943.55 ms [2022-04-06 05:33:44 main:574] : INFO : Epoch 1874 | loss: 0.0309623 | val_loss: 0.0310028 | Time: 2930.27 ms [2022-04-06 05:33:47 main:574] : INFO : Epoch 1875 | loss: 0.030956 | val_loss: 0.0309954 | Time: 2932.9 ms [2022-04-06 05:33:50 main:574] : INFO : Epoch 1876 | loss: 0.0309433 | val_loss: 0.0309587 | Time: 2923.23 ms [2022-04-06 05:33:53 main:574] : INFO : Epoch 1877 | loss: 0.0308643 | val_loss: 0.0308683 | Time: 2923.89 ms [2022-04-06 05:33:56 main:574] : INFO : Epoch 1878 | loss: 0.030757 | val_loss: 0.0307026 | Time: 2944.28 ms [2022-04-06 05:33:59 main:574] : INFO : Epoch 1879 | loss: 0.0306055 | val_loss: 0.0305387 | Time: 3015.62 ms [2022-04-06 05:34:02 main:574] : INFO : Epoch 1880 | loss: 0.030356 | val_loss: 0.0302708 | Time: 2931.58 ms [2022-04-06 05:34:05 main:574] : INFO : Epoch 1881 | loss: 0.0299429 | val_loss: 0.0296208 | Time: 3059.36 ms [2022-04-06 05:34:08 main:574] : INFO : Epoch 1882 | loss: 0.0294188 | val_loss: 0.029187 | Time: 2937.07 ms [2022-04-06 05:34:11 main:574] : INFO : Epoch 1883 | loss: 0.0281588 | val_loss: 0.0268414 | Time: 2907.8 ms [2022-04-06 05:34:14 main:574] : INFO : Epoch 1884 | loss: 0.0262438 | val_loss: 0.0250218 | Time: 2962.87 ms [2022-04-06 05:34:17 main:574] : INFO : Epoch 1885 | loss: 0.02459 | val_loss: 0.0241045 | Time: 2967.76 ms [2022-04-06 05:34:20 main:574] : INFO : Epoch 1886 | loss: 0.0239815 | val_loss: 0.0237721 | Time: 2956.21 ms [2022-04-06 05:34:23 main:574] : INFO : Epoch 1887 | loss: 0.0229444 | val_loss: 0.022096 | Time: 2984.2 ms [2022-04-06 05:34:26 main:574] : INFO : Epoch 1888 | loss: 0.0217335 | val_loss: 0.0212005 | Time: 2974.97 ms [2022-04-06 05:34:29 main:574] : INFO : Epoch 1889 | loss: 0.0209403 | val_loss: 0.0205181 | Time: 2922.87 ms [2022-04-06 05:34:32 main:574] : INFO : Epoch 1890 | loss: 0.0201346 | val_loss: 0.0193067 | Time: 2990.51 ms [2022-04-06 05:34:35 main:574] : INFO : Epoch 1891 | loss: 0.0190044 | val_loss: 0.0186726 | Time: 3034.88 ms [2022-04-06 05:34:38 main:574] : INFO : Epoch 1892 | loss: 0.0161799 | val_loss: 0.013156 | Time: 2974.39 ms [2022-04-06 05:34:41 main:574] : INFO : Epoch 1893 | loss: 0.0129405 | val_loss: 0.0124279 | Time: 2901.2 ms [2022-04-06 05:34:44 main:574] : INFO : Epoch 1894 | loss: 0.0124562 | val_loss: 0.0121182 | Time: 2943.6 ms [2022-04-06 05:34:47 main:574] : INFO : Epoch 1895 | loss: 0.0122247 | val_loss: 0.0119753 | Time: 2896.68 ms [2022-04-06 05:34:49 main:574] : INFO : Epoch 1896 | loss: 0.0120548 | val_loss: 0.0118608 | Time: 2912.06 ms [2022-04-06 05:34:52 main:574] : INFO : Epoch 1897 | loss: 0.0119584 | val_loss: 0.0117605 | Time: 2929.6 ms [2022-04-06 05:34:55 main:574] : INFO : Epoch 1898 | loss: 0.011896 | val_loss: 0.0118464 | Time: 2981.17 ms [2022-04-06 05:34:58 main:574] : INFO : Epoch 1899 | loss: 0.0119345 | val_loss: 0.0116336 | Time: 2931.36 ms [2022-04-06 05:35:01 main:574] : INFO : Epoch 1900 | loss: 0.0117918 | val_loss: 0.0115432 | Time: 2954.72 ms [2022-04-06 05:35:04 main:574] : INFO : Epoch 1901 | loss: 0.011702 | val_loss: 0.011511 | Time: 2957.76 ms [2022-04-06 05:35:07 main:574] : INFO : Epoch 1902 | loss: 0.0116747 | val_loss: 0.0114745 | Time: 2938.52 ms [2022-04-06 05:35:10 main:574] : INFO : Epoch 1903 | loss: 0.0116282 | val_loss: 0.0114433 | Time: 2993.39 ms [2022-04-06 05:35:13 main:574] : INFO : Epoch 1904 | loss: 0.011581 | val_loss: 0.0113912 | Time: 2916.59 ms [2022-04-06 05:35:16 main:574] : INFO : Epoch 1905 | loss: 0.0115663 | val_loss: 0.0114336 | Time: 2966.42 ms [2022-04-06 05:35:19 main:574] : INFO : Epoch 1906 | loss: 0.0115201 | val_loss: 0.0113398 | Time: 2872.37 ms [2022-04-06 05:35:22 main:574] : INFO : Epoch 1907 | loss: 0.0114775 | val_loss: 0.0113269 | Time: 2928.46 ms [2022-04-06 05:35:25 main:574] : INFO : Epoch 1908 | loss: 0.0114471 | val_loss: 0.0112733 | Time: 2951.62 ms [2022-04-06 05:35:28 main:574] : INFO : Epoch 1909 | loss: 0.0114203 | val_loss: 0.011252 | Time: 2933.49 ms [2022-04-06 05:35:31 main:574] : INFO : Epoch 1910 | loss: 0.011403 | val_loss: 0.0112347 | Time: 2982.63 ms [2022-04-06 05:35:34 main:574] : INFO : Epoch 1911 | loss: 0.0113889 | val_loss: 0.0112359 | Time: 2951.87 ms [2022-04-06 05:35:37 main:574] : INFO : Epoch 1912 | loss: 0.011343 | val_loss: 0.0111688 | Time: 2905.09 ms [2022-04-06 05:35:39 main:574] : INFO : Epoch 1913 | loss: 0.0113152 | val_loss: 0.0111525 | Time: 2885.32 ms [2022-04-06 05:35:42 main:574] : INFO : Epoch 1914 | loss: 0.0112995 | val_loss: 0.0111733 | Time: 2910.7 ms [2022-04-06 05:35:45 main:574] : INFO : Epoch 1915 | loss: 0.0113001 | val_loss: 0.0111253 | Time: 2917.53 ms [2022-04-06 05:35:48 main:574] : INFO : Epoch 1916 | loss: 0.0112811 | val_loss: 0.011093 | Time: 2947.1 ms [2022-04-06 05:35:51 main:574] : INFO : Epoch 1917 | loss: 0.0112422 | val_loss: 0.0110815 | Time: 2849.89 ms [2022-04-06 05:35:54 main:574] : INFO : Epoch 1918 | loss: 0.0112317 | val_loss: 0.0110547 | Time: 2964.19 ms [2022-04-06 05:35:57 main:574] : INFO : Epoch 1919 | loss: 0.0112232 | val_loss: 0.0110676 | Time: 2933.72 ms [2022-04-06 05:36:00 main:574] : INFO : Epoch 1920 | loss: 0.0111991 | val_loss: 0.0110348 | Time: 2923.83 ms [2022-04-06 05:36:03 main:574] : INFO : Epoch 1921 | loss: 0.0111739 | val_loss: 0.0110156 | Time: 2891.9 ms [2022-04-06 05:36:06 main:574] : INFO : Epoch 1922 | loss: 0.0111666 | val_loss: 0.0110204 | Time: 2902.67 ms [2022-04-06 05:36:09 main:574] : INFO : Epoch 1923 | loss: 0.0112509 | val_loss: 0.0111634 | Time: 2924.47 ms [2022-04-06 05:36:12 main:574] : INFO : Epoch 1924 | loss: 0.0112285 | val_loss: 0.0110045 | Time: 2966.98 ms [2022-04-06 05:36:15 main:574] : INFO : Epoch 1925 | loss: 0.011128 | val_loss: 0.0109591 | Time: 2933.28 ms [2022-04-06 05:36:17 main:574] : INFO : Epoch 1926 | loss: 0.0111011 | val_loss: 0.010953 | Time: 2871.8 ms [2022-04-06 05:36:20 main:574] : INFO : Epoch 1927 | loss: 0.0110972 | val_loss: 0.0109619 | Time: 2943.6 ms [2022-04-06 05:36:23 main:574] : INFO : Epoch 1928 | loss: 0.0110997 | val_loss: 0.0109665 | Time: 2860.72 ms [2022-04-06 05:36:26 main:574] : INFO : Epoch 1929 | loss: 0.011081 | val_loss: 0.0109433 | Time: 2993.25 ms [2022-04-06 05:36:29 main:574] : INFO : Epoch 1930 | loss: 0.0110665 | val_loss: 0.010908 | Time: 2878.59 ms [2022-04-06 05:36:32 main:574] : INFO : Epoch 1931 | loss: 0.0110625 | val_loss: 0.0109563 | Time: 2904.86 ms [2022-04-06 05:36:35 main:574] : INFO : Epoch 1932 | loss: 0.0110589 | val_loss: 0.0108877 | Time: 2957.09 ms [2022-04-06 05:36:38 main:574] : INFO : Epoch 1933 | loss: 0.0110344 | val_loss: 0.0108799 | Time: 2936.92 ms [2022-04-06 05:36:41 main:574] : INFO : Epoch 1934 | loss: 0.0110289 | val_loss: 0.0108978 | Time: 2829.24 ms [2022-04-06 05:36:44 main:574] : INFO : Epoch 1935 | loss: 0.0110272 | val_loss: 0.0108655 | Time: 2924.68 ms [2022-04-06 05:36:47 main:574] : INFO : Epoch 1936 | loss: 0.0110161 | val_loss: 0.0108594 | Time: 2898.38 ms [2022-04-06 05:36:50 main:574] : INFO : Epoch 1937 | loss: 0.0110108 | val_loss: 0.0108573 | Time: 2889.49 ms [2022-04-06 05:36:52 main:574] : INFO : Epoch 1938 | loss: 0.0110048 | val_loss: 0.0108436 | Time: 2924.06 ms [2022-04-06 05:36:55 main:574] : INFO : Epoch 1939 | loss: 0.0109981 | val_loss: 0.0108407 | Time: 2915.67 ms [2022-04-06 05:36:58 main:574] : INFO : Epoch 1940 | loss: 0.010995 | val_loss: 0.0108622 | Time: 2878 ms [2022-04-06 05:37:01 main:574] : INFO : Epoch 1941 | loss: 0.0110119 | val_loss: 0.0108463 | Time: 2968.16 ms [2022-04-06 05:37:04 main:574] : INFO : Epoch 1942 | loss: 0.0110013 | val_loss: 0.0108559 | Time: 2977.17 ms [2022-04-06 05:37:07 main:574] : INFO : Epoch 1943 | loss: 0.0109797 | val_loss: 0.0108235 | Time: 2855.46 ms [2022-04-06 05:37:10 main:574] : INFO : Epoch 1944 | loss: 0.0109675 | val_loss: 0.0108074 | Time: 2922.77 ms [2022-04-06 05:37:13 main:574] : INFO : Epoch 1945 | loss: 0.0109621 | val_loss: 0.0108069 | Time: 2965.32 ms [2022-04-06 05:37:16 main:574] : INFO : Epoch 1946 | loss: 0.0109593 | val_loss: 0.0108001 | Time: 2859.36 ms [2022-04-06 05:37:19 main:574] : INFO : Epoch 1947 | loss: 0.0109556 | val_loss: 0.0107947 | Time: 2991.08 ms [2022-04-06 05:37:22 main:574] : INFO : Epoch 1948 | loss: 0.0109447 | val_loss: 0.0107982 | Time: 2859.17 ms [2022-04-06 05:37:25 main:574] : INFO : Epoch 1949 | loss: 0.0109483 | val_loss: 0.0107972 | Time: 2921.68 ms [2022-04-06 05:37:28 main:574] : INFO : Epoch 1950 | loss: 0.0109525 | val_loss: 0.0107826 | Time: 2935.26 ms [2022-04-06 05:37:30 main:574] : INFO : Epoch 1951 | loss: 0.0109402 | val_loss: 0.0107781 | Time: 2858.92 ms [2022-04-06 05:37:33 main:574] : INFO : Epoch 1952 | loss: 0.0109326 | val_loss: 0.0107718 | Time: 2910.66 ms [2022-04-06 05:37:36 main:574] : INFO : Epoch 1953 | loss: 0.0109243 | val_loss: 0.0107659 | Time: 2966.66 ms [2022-04-06 05:37:39 main:574] : INFO : Epoch 1954 | loss: 0.0109124 | val_loss: 0.0107266 | Time: 2964.26 ms [2022-04-06 05:37:42 main:574] : INFO : Epoch 1955 | loss: 0.0108768 | val_loss: 0.0107463 | Time: 2868.99 ms [2022-04-06 05:37:45 main:574] : INFO : Epoch 1956 | loss: 0.0108914 | val_loss: 0.0107109 | Time: 2946.12 ms [2022-04-06 05:37:48 main:574] : INFO : Epoch 1957 | loss: 0.0108511 | val_loss: 0.0107029 | Time: 2914.03 ms [2022-04-06 05:37:51 main:574] : INFO : Epoch 1958 | loss: 0.0108463 | val_loss: 0.010708 | Time: 2967.58 ms [2022-04-06 05:37:54 main:574] : INFO : Epoch 1959 | loss: 0.0108561 | val_loss: 0.0106928 | Time: 3025.05 ms [2022-04-06 05:37:57 main:574] : INFO : Epoch 1960 | loss: 0.0108316 | val_loss: 0.0106704 | Time: 3098.23 ms [2022-04-06 05:38:00 main:574] : INFO : Epoch 1961 | loss: 0.0108128 | val_loss: 0.0106511 | Time: 2998.96 ms [2022-04-06 05:38:03 main:574] : INFO : Epoch 1962 | loss: 0.0108027 | val_loss: 0.0106518 | Time: 2928.71 ms [2022-04-06 05:38:06 main:574] : INFO : Epoch 1963 | loss: 0.0107968 | val_loss: 0.0106327 | Time: 3010.79 ms [2022-04-06 05:38:09 main:574] : INFO : Epoch 1964 | loss: 0.0107858 | val_loss: 0.0106539 | Time: 2966.92 ms [2022-04-06 05:38:12 main:574] : INFO : Epoch 1965 | loss: 0.0107657 | val_loss: 0.0105771 | Time: 2947.71 ms [2022-04-06 05:38:15 main:574] : INFO : Epoch 1966 | loss: 0.0107204 | val_loss: 0.0105476 | Time: 3006.21 ms [2022-04-06 05:38:18 main:574] : INFO : Epoch 1967 | loss: 0.0106977 | val_loss: 0.0105347 | Time: 3001.05 ms [2022-04-06 05:38:21 main:574] : INFO : Epoch 1968 | loss: 0.0106885 | val_loss: 0.0105231 | Time: 2906.99 ms [2022-04-06 05:38:24 main:574] : INFO : Epoch 1969 | loss: 0.0106808 | val_loss: 0.0105111 | Time: 3034.6 ms [2022-04-06 05:38:27 main:574] : INFO : Epoch 1970 | loss: 0.0106957 | val_loss: 0.0105159 | Time: 2860.56 ms [2022-04-06 05:38:30 main:574] : INFO : Epoch 1971 | loss: 0.0106977 | val_loss: 0.0104989 | Time: 2899.28 ms [2022-04-06 05:38:33 main:574] : INFO : Epoch 1972 | loss: 0.0106585 | val_loss: 0.0104908 | Time: 2966.39 ms [2022-04-06 05:38:36 main:574] : INFO : Epoch 1973 | loss: 0.0106391 | val_loss: 0.0104793 | Time: 2886.28 ms [2022-04-06 05:38:38 main:574] : INFO : Epoch 1974 | loss: 0.0106413 | val_loss: 0.0104932 | Time: 2956.76 ms [2022-04-06 05:38:41 main:574] : INFO : Epoch 1975 | loss: 0.0106353 | val_loss: 0.0104668 | Time: 2929.34 ms [2022-04-06 05:38:44 main:574] : INFO : Epoch 1976 | loss: 0.0106284 | val_loss: 0.0104629 | Time: 3022.68 ms [2022-04-06 05:38:47 main:574] : INFO : Epoch 1977 | loss: 0.0106217 | val_loss: 0.0104586 | Time: 2985.08 ms [2022-04-06 05:38:50 main:574] : INFO : Epoch 1978 | loss: 0.0106174 | val_loss: 0.0104627 | Time: 2954.67 ms [2022-04-06 05:38:53 main:574] : INFO : Epoch 1979 | loss: 0.0106104 | val_loss: 0.0104573 | Time: 2945.82 ms [2022-04-06 05:38:56 main:574] : INFO : Epoch 1980 | loss: 0.0106105 | val_loss: 0.0104557 | Time: 2957.18 ms [2022-04-06 05:38:59 main:574] : INFO : Epoch 1981 | loss: 0.0106112 | val_loss: 0.0104447 | Time: 3011.6 ms [2022-04-06 05:39:02 main:574] : INFO : Epoch 1982 | loss: 0.0106052 | val_loss: 0.0104367 | Time: 3004.43 ms [2022-04-06 05:39:05 main:574] : INFO : Epoch 1983 | loss: 0.0105972 | val_loss: 0.0104431 | Time: 3014.87 ms [2022-04-06 05:39:08 main:574] : INFO : Epoch 1984 | loss: 0.0105981 | val_loss: 0.0104337 | Time: 2968.33 ms [2022-04-06 05:39:11 main:574] : INFO : Epoch 1985 | loss: 0.0106004 | val_loss: 0.0104497 | Time: 3048.63 ms [2022-04-06 05:39:14 main:574] : INFO : Epoch 1986 | loss: 0.0105958 | val_loss: 0.0104321 | Time: 2945.37 ms [2022-04-06 05:39:17 main:574] : INFO : Epoch 1987 | loss: 0.010594 | val_loss: 0.0104276 | Time: 2962.88 ms [2022-04-06 05:39:20 main:574] : INFO : Epoch 1988 | loss: 0.01061 | val_loss: 0.0104318 | Time: 2930.82 ms [2022-04-06 05:39:23 main:574] : INFO : Epoch 1989 | loss: 0.0105943 | val_loss: 0.0104163 | Time: 2956 ms [2022-04-06 05:39:26 main:574] : INFO : Epoch 1990 | loss: 0.0105813 | val_loss: 0.0104149 | Time: 3016.27 ms [2022-04-06 05:39:29 main:574] : INFO : Epoch 1991 | loss: 0.0105751 | val_loss: 0.0104102 | Time: 2997.43 ms [2022-04-06 05:39:32 main:574] : INFO : Epoch 1992 | loss: 0.0105679 | val_loss: 0.0104194 | Time: 3024.27 ms [2022-04-06 05:39:35 main:574] : INFO : Epoch 1993 | loss: 0.0105804 | val_loss: 0.0104228 | Time: 2950.47 ms [2022-04-06 05:39:38 main:574] : INFO : Epoch 1994 | loss: 0.0105719 | val_loss: 0.0104079 | Time: 3024.18 ms [2022-04-06 05:39:41 main:574] : INFO : Epoch 1995 | loss: 0.0105704 | val_loss: 0.0104053 | Time: 3003 ms [2022-04-06 05:39:44 main:574] : INFO : Epoch 1996 | loss: 0.010578 | val_loss: 0.0104582 | Time: 2950.76 ms [2022-04-06 05:39:47 main:574] : INFO : Epoch 1997 | loss: 0.0105778 | val_loss: 0.0104237 | Time: 2873.59 ms [2022-04-06 05:39:50 main:574] : INFO : Epoch 1998 | loss: 0.010562 | val_loss: 0.0103969 | Time: 2857.56 ms [2022-04-06 05:39:53 main:574] : INFO : Epoch 1999 | loss: 0.0105576 | val_loss: 0.010391 | Time: 2955.79 ms [2022-04-06 05:39:56 main:574] : INFO : Epoch 2000 | loss: 0.0105502 | val_loss: 0.0103948 | Time: 2953.34 ms [2022-04-06 05:39:59 main:574] : INFO : Epoch 2001 | loss: 0.0105459 | val_loss: 0.0103933 | Time: 2884.68 ms [2022-04-06 05:40:02 main:574] : INFO : Epoch 2002 | loss: 0.0105443 | val_loss: 0.0103909 | Time: 2950.38 ms [2022-04-06 05:40:05 main:574] : INFO : Epoch 2003 | loss: 0.0105459 | val_loss: 0.0104977 | Time: 3072.74 ms [2022-04-06 05:40:08 main:574] : INFO : Epoch 2004 | loss: 0.0114388 | val_loss: 0.0110523 | Time: 2900.41 ms [2022-04-06 05:40:11 main:574] : INFO : Epoch 2005 | loss: 0.0109797 | val_loss: 0.0106056 | Time: 2917.39 ms [2022-04-06 05:40:13 main:574] : INFO : Epoch 2006 | loss: 0.0106412 | val_loss: 0.0104361 | Time: 2982.43 ms [2022-04-06 05:40:16 main:574] : INFO : Epoch 2007 | loss: 0.0105661 | val_loss: 0.0104041 | Time: 2885.79 ms [2022-04-06 05:40:19 main:574] : INFO : Epoch 2008 | loss: 0.0105456 | val_loss: 0.0103881 | Time: 2949.42 ms [2022-04-06 05:40:22 main:574] : INFO : Epoch 2009 | loss: 0.0105335 | val_loss: 0.0103824 | Time: 2919.05 ms [2022-04-06 05:40:25 main:574] : INFO : Epoch 2010 | loss: 0.0105245 | val_loss: 0.010379 | Time: 2848.26 ms [2022-04-06 05:40:28 main:574] : INFO : Epoch 2011 | loss: 0.0105231 | val_loss: 0.0103632 | Time: 2856.31 ms [2022-04-06 05:40:31 main:574] : INFO : Epoch 2012 | loss: 0.010518 | val_loss: 0.0103685 | Time: 2882.68 ms [2022-04-06 05:40:34 main:574] : INFO : Epoch 2013 | loss: 0.0105111 | val_loss: 0.0103693 | Time: 2875.73 ms [2022-04-06 05:40:37 main:574] : INFO : Epoch 2014 | loss: 0.0105376 | val_loss: 0.0103553 | Time: 2922.83 ms [2022-04-06 05:40:40 main:574] : INFO : Epoch 2015 | loss: 0.0104998 | val_loss: 0.0104158 | Time: 2934.66 ms [2022-04-06 05:40:43 main:574] : INFO : Epoch 2016 | loss: 0.0105037 | val_loss: 0.0104301 | Time: 2913.08 ms [2022-04-06 05:40:46 main:574] : INFO : Epoch 2017 | loss: 0.0106064 | val_loss: 0.0102876 | Time: 3034.84 ms [2022-04-06 05:40:48 main:574] : INFO : Epoch 2018 | loss: 0.0103913 | val_loss: 0.0102016 | Time: 2916.14 ms [2022-04-06 05:40:51 main:574] : INFO : Epoch 2019 | loss: 0.0103277 | val_loss: 0.0101662 | Time: 2845.69 ms [2022-04-06 05:40:54 main:574] : INFO : Epoch 2020 | loss: 0.0102988 | val_loss: 0.0101448 | Time: 2940.02 ms [2022-04-06 05:40:57 main:574] : INFO : Epoch 2021 | loss: 0.010287 | val_loss: 0.0101387 | Time: 2976.62 ms [2022-04-06 05:41:00 main:574] : INFO : Epoch 2022 | loss: 0.0102767 | val_loss: 0.010122 | Time: 2836.56 ms [2022-04-06 05:41:03 main:574] : INFO : Epoch 2023 | loss: 0.0102713 | val_loss: 0.0101188 | Time: 2901.76 ms [2022-04-06 05:41:06 main:574] : INFO : Epoch 2024 | loss: 0.0102623 | val_loss: 0.0101131 | Time: 3041.38 ms [2022-04-06 05:41:09 main:574] : INFO : Epoch 2025 | loss: 0.0102544 | val_loss: 0.0101042 | Time: 2915.55 ms [2022-04-06 05:41:12 main:574] : INFO : Epoch 2026 | loss: 0.0102534 | val_loss: 0.010097 | Time: 2931.57 ms [2022-04-06 05:41:15 main:574] : INFO : Epoch 2027 | loss: 0.0102475 | val_loss: 0.010117 | Time: 2990.15 ms [2022-04-06 05:41:18 main:574] : INFO : Epoch 2028 | loss: 0.0102401 | val_loss: 0.0100844 | Time: 2914.25 ms [2022-04-06 05:41:21 main:574] : INFO : Epoch 2029 | loss: 0.0102325 | val_loss: 0.0100975 | Time: 2841.23 ms [2022-04-06 05:41:24 main:574] : INFO : Epoch 2030 | loss: 0.0102347 | val_loss: 0.0100888 | Time: 2914.75 ms [2022-04-06 05:41:26 main:574] : INFO : Epoch 2031 | loss: 0.0102283 | val_loss: 0.0100679 | Time: 2896.53 ms [2022-04-06 05:41:29 main:574] : INFO : Epoch 2032 | loss: 0.010211 | val_loss: 0.0100591 | Time: 2883.01 ms [2022-04-06 05:41:32 main:574] : INFO : Epoch 2033 | loss: 0.0102196 | val_loss: 0.0100634 | Time: 3069.69 ms [2022-04-06 05:41:35 main:574] : INFO : Epoch 2034 | loss: 0.010206 | val_loss: 0.0100584 | Time: 2910.62 ms [2022-04-06 05:41:38 main:574] : INFO : Epoch 2035 | loss: 0.0102077 | val_loss: 0.0100432 | Time: 3046.24 ms [2022-04-06 05:41:41 main:574] : INFO : Epoch 2036 | loss: 0.0102168 | val_loss: 0.0101055 | Time: 2901.88 ms [2022-04-06 05:41:44 main:574] : INFO : Epoch 2037 | loss: 0.0102629 | val_loss: 0.0101256 | Time: 2892.41 ms [2022-04-06 05:41:47 main:574] : INFO : Epoch 2038 | loss: 0.0104258 | val_loss: 0.0101037 | Time: 2933.9 ms [2022-04-06 05:41:50 main:574] : INFO : Epoch 2039 | loss: 0.0102457 | val_loss: 0.0100525 | Time: 2994.15 ms [2022-04-06 05:41:53 main:574] : INFO : Epoch 2040 | loss: 0.0101813 | val_loss: 0.0100198 | Time: 2899.99 ms [2022-04-06 05:41:56 main:574] : INFO : Epoch 2041 | loss: 0.0101638 | val_loss: 0.0100102 | Time: 2947.49 ms [2022-04-06 05:41:59 main:574] : INFO : Epoch 2042 | loss: 0.0101585 | val_loss: 0.0100055 | Time: 2960.09 ms [2022-04-06 05:42:02 main:574] : INFO : Epoch 2043 | loss: 0.0101542 | val_loss: 0.00999947 | Time: 2904.25 ms [2022-04-06 05:42:05 main:574] : INFO : Epoch 2044 | loss: 0.0101454 | val_loss: 0.00998557 | Time: 3017.83 ms [2022-04-06 05:42:08 main:574] : INFO : Epoch 2045 | loss: 0.0101324 | val_loss: 0.00998591 | Time: 2986.48 ms [2022-04-06 05:42:11 main:574] : INFO : Epoch 2046 | loss: 0.0101295 | val_loss: 0.00997576 | Time: 2966.65 ms [2022-04-06 05:42:14 main:574] : INFO : Epoch 2047 | loss: 0.0101324 | val_loss: 0.00998677 | Time: 2956.3 ms [2022-04-06 05:42:17 main:574] : INFO : Epoch 2048 | loss: 0.0100925 | val_loss: 0.00990716 | Time: 2953.31 ms [2022-04-06 05:42:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.00990716 [2022-04-06 05:42:17 main:603] : INFO : Saving end state to config to file [2022-04-06 05:42:17 main:608] : INFO : Success, exiting.. 05:42:17 (6848): 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)