Task 13235968
| Name | ParityModified-1647044989-14314-1-0_0 |
| Workunit | 10355081 |
| Created | 15 Mar 2022, 15:31:11 UTC |
| Sent | 22 Mar 2022, 19:12:38 UTC |
| Report deadline | 30 Mar 2022, 19:12:38 UTC |
| Received | 22 Mar 2022, 22:04:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19941 |
| Run time | 1 hours 24 min 22 sec |
| CPU time | 1 hours 21 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,308.78 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 3-22 21:40:54 main:574] : INFO : Epoch 1542 | loss: 0.0310881 | val_loss: 0.0311693 | Time: 2498.81 ms [2022-03-22 21:40:56 main:574] : INFO : Epoch 1543 | loss: 0.031086 | val_loss: 0.031165 | Time: 2435.83 ms [2022-03-22 21:40:59 main:574] : INFO : Epoch 1544 | loss: 0.0310874 | val_loss: 0.0311709 | Time: 2324.9 ms [2022-03-22 21:41:01 main:574] : INFO : Epoch 1545 | loss: 0.031089 | val_loss: 0.0311613 | Time: 2507.72 ms [2022-03-22 21:41:04 main:574] : INFO : Epoch 1546 | loss: 0.0310876 | val_loss: 0.0311668 | Time: 2440.94 ms [2022-03-22 21:41:06 main:574] : INFO : Epoch 1547 | loss: 0.0310873 | val_loss: 0.0311727 | Time: 2550.36 ms [2022-03-22 21:41:09 main:574] : INFO : Epoch 1548 | loss: 0.031085 | val_loss: 0.0311661 | Time: 2448.83 ms [2022-03-22 21:41:11 main:574] : INFO : Epoch 1549 | loss: 0.0310839 | val_loss: 0.0311855 | Time: 2446.87 ms [2022-03-22 21:41:14 main:574] : INFO : Epoch 1550 | loss: 0.0310993 | val_loss: 0.031157 | Time: 2327.92 ms [2022-03-22 21:41:16 main:574] : INFO : Epoch 1551 | loss: 0.0310995 | val_loss: 0.0311648 | Time: 2500.04 ms [2022-03-22 21:41:19 main:574] : INFO : Epoch 1552 | loss: 0.0310944 | val_loss: 0.0311685 | Time: 2432.75 ms [2022-03-22 21:41:21 main:574] : INFO : Epoch 1553 | loss: 0.0310894 | val_loss: 0.0311743 | Time: 2429.79 ms [2022-03-22 21:41:24 main:574] : INFO : Epoch 1554 | loss: 0.031105 | val_loss: 0.0311733 | Time: 2423.89 ms [2022-03-22 21:41:26 main:574] : INFO : Epoch 1555 | loss: 0.0311057 | val_loss: 0.0311625 | Time: 2330.8 ms [2022-03-22 21:41:29 main:574] : INFO : Epoch 1556 | loss: 0.0311104 | val_loss: 0.031167 | Time: 2521.49 ms [2022-03-22 21:41:31 main:574] : INFO : Epoch 1557 | loss: 0.0311101 | val_loss: 0.0311636 | Time: 2332.55 ms [2022-03-22 21:41:34 main:574] : INFO : Epoch 1558 | loss: 0.031122 | val_loss: 0.0311667 | Time: 2501.24 ms [2022-03-22 21:41:36 main:574] : INFO : Epoch 1559 | loss: 0.0311209 | val_loss: 0.0311603 | Time: 2329.05 ms [2022-03-22 21:41:39 main:574] : INFO : Epoch 1560 | loss: 0.0311202 | val_loss: 0.0312532 | Time: 2543.11 ms [2022-03-22 21:41:41 main:574] : INFO : Epoch 1561 | loss: 0.0313628 | val_loss: 0.0313693 | Time: 2334.12 ms [2022-03-22 21:41:44 main:574] : INFO : Epoch 1562 | loss: 0.0312555 | val_loss: 0.0315045 | Time: 2542.76 ms [2022-03-22 21:41:47 main:574] : INFO : Epoch 1563 | loss: 0.0311712 | val_loss: 0.0311767 | Time: 2435.03 ms [2022-03-22 21:41:49 main:574] : INFO : Epoch 1564 | loss: 0.0311096 | val_loss: 0.0311647 | Time: 2328.5 ms [2022-03-22 21:41:51 main:574] : INFO : Epoch 1565 | loss: 0.0311074 | val_loss: 0.0311666 | Time: 2332.4 ms [2022-03-22 21:41:54 main:574] : INFO : Epoch 1566 | loss: 0.0311074 | val_loss: 0.0311603 | Time: 2455.73 ms [2022-03-22 21:41:56 main:574] : INFO : Epoch 1567 | loss: 0.0311161 | val_loss: 0.0311602 | Time: 2434.29 ms [2022-03-22 21:41:59 main:574] : INFO : Epoch 1568 | loss: 0.0311106 | val_loss: 0.0311614 | Time: 2426.86 ms [2022-03-22 21:42:02 main:574] : INFO : Epoch 1569 | loss: 0.0311059 | val_loss: 0.0311608 | Time: 2555.75 ms [2022-03-22 21:42:04 main:574] : INFO : Epoch 1570 | loss: 0.0311032 | val_loss: 0.0311684 | Time: 2432.08 ms [2022-03-22 21:42:07 main:574] : INFO : Epoch 1571 | loss: 0.0311 | val_loss: 0.0311678 | Time: 2439.11 ms [2022-03-22 21:42:09 main:574] : INFO : Epoch 1572 | loss: 0.0310952 | val_loss: 0.031169 | Time: 2424.19 ms [2022-03-22 21:42:12 main:574] : INFO : Epoch 1573 | loss: 0.0310964 | val_loss: 0.0311642 | Time: 2555.79 ms [2022-03-22 21:42:14 main:574] : INFO : Epoch 1574 | loss: 0.0310986 | val_loss: 0.0311677 | Time: 2451.44 ms [2022-03-22 21:42:17 main:574] : INFO : Epoch 1575 | loss: 0.031097 | val_loss: 0.0311638 | Time: 2329.47 ms [2022-03-22 21:42:19 main:574] : INFO : Epoch 1576 | loss: 0.031096 | val_loss: 0.0311639 | Time: 2520.13 ms [2022-03-22 21:42:22 main:574] : INFO : Epoch 1577 | loss: 0.031099 | val_loss: 0.031171 | Time: 2321.58 ms [2022-03-22 21:42:24 main:574] : INFO : Epoch 1578 | loss: 0.031103 | val_loss: 0.0311749 | Time: 2329.97 ms [2022-03-22 21:42:27 main:574] : INFO : Epoch 1579 | loss: 0.0311004 | val_loss: 0.0311654 | Time: 2500.48 ms [2022-03-22 21:42:29 main:574] : INFO : Epoch 1580 | loss: 0.0310956 | val_loss: 0.0311624 | Time: 2435.11 ms [2022-03-22 21:42:32 main:574] : INFO : Epoch 1581 | loss: 0.0310914 | val_loss: 0.0311779 | Time: 2330.44 ms [2022-03-22 21:42:34 main:574] : INFO : Epoch 1582 | loss: 0.0310966 | val_loss: 0.0311673 | Time: 2500.64 ms [2022-03-22 21:42:37 main:574] : INFO : Epoch 1583 | loss: 0.0310956 | val_loss: 0.0311642 | Time: 2437.46 ms [2022-03-22 21:42:39 main:574] : INFO : Epoch 1584 | loss: 0.0310949 | val_loss: 0.0311625 | Time: 2328.16 ms [2022-03-22 21:42:41 main:574] : INFO : Epoch 1585 | loss: 0.0310948 | val_loss: 0.0311591 | Time: 2339.9 ms [2022-03-22 21:42:44 main:574] : INFO : Epoch 1586 | loss: 0.031095 | val_loss: 0.0311639 | Time: 2339.18 ms [2022-03-22 21:42:46 main:574] : INFO : Epoch 1587 | loss: 0.031094 | val_loss: 0.0311635 | Time: 2342.14 ms [2022-03-22 21:42:49 main:574] : INFO : Epoch 1588 | loss: 0.0310939 | val_loss: 0.0311693 | Time: 2333.04 ms [2022-03-22 21:42:51 main:574] : INFO : Epoch 1589 | loss: 0.0310923 | val_loss: 0.0311654 | Time: 2439.9 ms [2022-03-22 21:42:54 main:574] : INFO : Epoch 1590 | loss: 0.0310951 | val_loss: 0.0311713 | Time: 2335.73 ms [2022-03-22 21:42:56 main:574] : INFO : Epoch 1591 | loss: 0.0310979 | val_loss: 0.0311743 | Time: 2325.76 ms [2022-03-22 21:42:59 main:574] : INFO : Epoch 1592 | loss: 0.0310926 | val_loss: 0.0311707 | Time: 2466.71 ms [2022-03-22 21:43:01 main:574] : INFO : Epoch 1593 | loss: 0.0310905 | val_loss: 0.0311742 | Time: 2434.66 ms [2022-03-22 21:43:04 main:574] : INFO : Epoch 1594 | loss: 0.0310877 | val_loss: 0.0311723 | Time: 2555.38 ms [2022-03-22 21:43:06 main:574] : INFO : Epoch 1595 | loss: 0.0310963 | val_loss: 0.0311654 | Time: 2331.36 ms [2022-03-22 21:43:08 main:574] : INFO : Epoch 1596 | loss: 0.0310982 | val_loss: 0.0311718 | Time: 2331 ms [2022-03-22 21:43:11 main:574] : INFO : Epoch 1597 | loss: 0.0310938 | val_loss: 0.0311683 | Time: 2469.57 ms [2022-03-22 21:43:14 main:574] : INFO : Epoch 1598 | loss: 0.0310918 | val_loss: 0.03118 | Time: 2439.95 ms [2022-03-22 21:43:16 main:574] : INFO : Epoch 1599 | loss: 0.0310919 | val_loss: 0.0311726 | Time: 2328.71 ms [2022-03-22 21:43:18 main:574] : INFO : Epoch 1600 | loss: 0.0310915 | val_loss: 0.0311803 | Time: 2338.2 ms [2022-03-22 21:43:21 main:574] : INFO : Epoch 1601 | loss: 0.0310924 | val_loss: 0.0311644 | Time: 2325.16 ms [2022-03-22 21:43:23 main:574] : INFO : Epoch 1602 | loss: 0.0310989 | val_loss: 0.0311864 | Time: 2324.9 ms [2022-03-22 21:43:26 main:574] : INFO : Epoch 1603 | loss: 0.0310978 | val_loss: 0.0311618 | Time: 2479.85 ms [2022-03-22 21:43:28 main:574] : INFO : Epoch 1604 | loss: 0.0310985 | val_loss: 0.0311705 | Time: 2444.74 ms [2022-03-22 21:43:31 main:574] : INFO : Epoch 1605 | loss: 0.0310932 | val_loss: 0.0311702 | Time: 2428.54 ms [2022-03-22 21:43:33 main:574] : INFO : Epoch 1606 | loss: 0.031092 | val_loss: 0.0311671 | Time: 2557.58 ms [2022-03-22 21:43:36 main:574] : INFO : Epoch 1607 | loss: 0.0311012 | val_loss: 0.0311626 | Time: 2446.43 ms [2022-03-22 21:43:38 main:574] : INFO : Epoch 1608 | loss: 0.0311129 | val_loss: 0.0311582 | Time: 2433.55 ms [2022-03-22 21:43:41 main:574] : INFO : Epoch 1609 | loss: 0.0311152 | val_loss: 0.0311694 | Time: 2552.08 ms [2022-03-22 21:43:43 main:574] : INFO : Epoch 1610 | loss: 0.0311095 | val_loss: 0.0311638 | Time: 2327.54 ms [2022-03-22 21:43:46 main:574] : INFO : Epoch 1611 | loss: 0.031103 | val_loss: 0.0311692 | Time: 2550.62 ms [2022-03-22 21:43:49 main:574] : INFO : Epoch 1612 | loss: 0.0311015 | val_loss: 0.0311656 | Time: 2443.51 ms [2022-03-22 21:43:51 main:574] : INFO : Epoch 1613 | loss: 0.0310973 | val_loss: 0.031165 | Time: 2432.65 ms [2022-03-22 21:43:54 main:574] : INFO : Epoch 1614 | loss: 0.031095 | val_loss: 0.0311693 | Time: 2553.75 ms [2022-03-22 21:43:56 main:574] : INFO : Epoch 1615 | loss: 0.0310914 | val_loss: 0.0311678 | Time: 2327.05 ms [2022-03-22 21:43:59 main:574] : INFO : Epoch 1616 | loss: 0.0310945 | val_loss: 0.031166 | Time: 2536.69 ms [2022-03-22 21:44:01 main:574] : INFO : Epoch 1617 | loss: 0.0310917 | val_loss: 0.0311604 | Time: 2444.1 ms [2022-03-22 21:44:04 main:574] : INFO : Epoch 1618 | loss: 0.0310949 | val_loss: 0.0311681 | Time: 2339.37 ms [2022-03-22 21:44:06 main:574] : INFO : Epoch 1619 | loss: 0.0310913 | val_loss: 0.0311724 | Time: 2342.72 ms [2022-03-22 21:44:09 main:574] : INFO : Epoch 1620 | loss: 0.0311046 | val_loss: 0.0311726 | Time: 2429.18 ms [2022-03-22 21:44:11 main:574] : INFO : Epoch 1621 | loss: 0.0311056 | val_loss: 0.0311637 | Time: 2427.09 ms [2022-03-22 21:44:14 main:574] : INFO : Epoch 1622 | loss: 0.0311052 | val_loss: 0.0311728 | Time: 2324.45 ms [2022-03-22 21:44:16 main:574] : INFO : Epoch 1623 | loss: 0.0311018 | val_loss: 0.0311682 | Time: 2525.02 ms [2022-03-22 21:44:19 main:574] : INFO : Epoch 1624 | loss: 0.0310977 | val_loss: 0.0311645 | Time: 2442.17 ms [2022-03-22 21:44:21 main:574] : INFO : Epoch 1625 | loss: 0.0310987 | val_loss: 0.0311726 | Time: 2427.13 ms [2022-03-22 21:44:24 main:574] : INFO : Epoch 1626 | loss: 0.0310965 | val_loss: 0.0311724 | Time: 2327.11 ms [2022-03-22 21:44:26 main:574] : INFO : Epoch 1627 | loss: 0.0310958 | val_loss: 0.0311726 | Time: 2497.1 ms [2022-03-22 21:44:29 main:574] : INFO : Epoch 1628 | loss: 0.0310939 | val_loss: 0.0311597 | Time: 2332.31 ms [2022-03-22 21:44:31 main:574] : INFO : Epoch 1629 | loss: 0.0310973 | val_loss: 0.0311703 | Time: 2519.92 ms [2022-03-22 21:44:34 main:574] : INFO : Epoch 1630 | loss: 0.0311007 | val_loss: 0.0311641 | Time: 2446.77 ms [2022-03-22 21:44:36 main:574] : INFO : Epoch 1631 | loss: 0.0310934 | val_loss: 0.0311787 | Time: 2432.79 ms [2022-03-22 21:44:39 main:574] : INFO : Epoch 1632 | loss: 0.031091 | val_loss: 0.0311657 | Time: 2337.49 ms [2022-03-22 21:44:41 main:574] : INFO : Epoch 1633 | loss: 0.0310864 | val_loss: 0.0311707 | Time: 2328.86 ms [2022-03-22 21:44:43 main:574] : INFO : Epoch 1634 | loss: 0.0310904 | val_loss: 0.0311621 | Time: 2324.93 ms [2022-03-22 21:44:46 main:574] : INFO : Epoch 1635 | loss: 0.0310891 | val_loss: 0.0311712 | Time: 2553.29 ms [2022-03-22 21:44:48 main:574] : INFO : Epoch 1636 | loss: 0.03109 | val_loss: 0.0311676 | Time: 2328.46 ms [2022-03-22 21:44:51 main:574] : INFO : Epoch 1637 | loss: 0.0310887 | val_loss: 0.031173 | Time: 2518.51 ms [2022-03-22 21:44:53 main:574] : INFO : Epoch 1638 | loss: 0.0310923 | val_loss: 0.0311688 | Time: 2322.38 ms [2022-03-22 21:44:56 main:574] : INFO : Epoch 1639 | loss: 0.0310904 | val_loss: 0.0311712 | Time: 2542.02 ms [2022-03-22 21:44:59 main:574] : INFO : Epoch 1640 | loss: 0.0310909 | val_loss: 0.0311827 | Time: 2445.65 ms [2022-03-22 21:45:01 main:574] : INFO : Epoch 1641 | loss: 0.0310932 | val_loss: 0.0311762 | Time: 2432.03 ms [2022-03-22 21:45:03 main:574] : INFO : Epoch 1642 | loss: 0.031092 | val_loss: 0.0311655 | Time: 2327.22 ms [2022-03-22 21:45:06 main:574] : INFO : Epoch 1643 | loss: 0.0310909 | val_loss: 0.0311827 | Time: 2327.47 ms [2022-03-22 21:45:08 main:574] : INFO : Epoch 1644 | loss: 0.0310871 | val_loss: 0.0311709 | Time: 2458.83 ms [2022-03-22 21:45:11 main:574] : INFO : Epoch 1645 | loss: 0.031088 | val_loss: 0.0311679 | Time: 2329.69 ms [2022-03-22 21:45:13 main:574] : INFO : Epoch 1646 | loss: 0.0310931 | val_loss: 0.0311669 | Time: 2506.63 ms [2022-03-22 21:45:16 main:574] : INFO : Epoch 1647 | loss: 0.0310874 | val_loss: 0.0311702 | Time: 2451.96 ms [2022-03-22 21:45:19 main:574] : INFO : Epoch 1648 | loss: 0.031085 | val_loss: 0.0311776 | Time: 2559.94 ms [2022-03-22 21:45:21 main:574] : INFO : Epoch 1649 | loss: 0.0310849 | val_loss: 0.0311761 | Time: 2450.94 ms [2022-03-22 21:45:24 main:574] : INFO : Epoch 1650 | loss: 0.0310884 | val_loss: 0.0311765 | Time: 2431.71 ms [2022-03-22 21:45:26 main:574] : INFO : Epoch 1651 | loss: 0.0310864 | val_loss: 0.0311711 | Time: 2550.42 ms [2022-03-22 21:45:29 main:574] : INFO : Epoch 1652 | loss: 0.0310876 | val_loss: 0.0311726 | Time: 2448.46 ms [2022-03-22 21:45:31 main:574] : INFO : Epoch 1653 | loss: 0.0310844 | val_loss: 0.0311801 | Time: 2436.64 ms [2022-03-22 21:45:34 main:574] : INFO : Epoch 1654 | loss: 0.0310974 | val_loss: 0.0311815 | Time: 2556.79 ms [2022-03-22 21:45:36 main:574] : INFO : Epoch 1655 | loss: 0.0311007 | val_loss: 0.0311644 | Time: 2338.35 ms [2022-03-22 21:45:39 main:574] : INFO : Epoch 1656 | loss: 0.0311062 | val_loss: 0.0311677 | Time: 2339.01 ms [2022-03-22 21:45:41 main:574] : INFO : Epoch 1657 | loss: 0.0311002 | val_loss: 0.0311628 | Time: 2469.97 ms [2022-03-22 21:45:44 main:574] : INFO : Epoch 1658 | loss: 0.0310923 | val_loss: 0.0311729 | Time: 2441.18 ms [2022-03-22 21:45:46 main:574] : INFO : Epoch 1659 | loss: 0.0310905 | val_loss: 0.0311758 | Time: 2559.7 ms [2022-03-22 21:45:49 main:574] : INFO : Epoch 1660 | loss: 0.0310876 | val_loss: 0.0311712 | Time: 2331.04 ms [2022-03-22 21:45:52 main:574] : INFO : Epoch 1661 | loss: 0.031088 | val_loss: 0.0311654 | Time: 2524.53 ms [2022-03-22 21:45:54 main:574] : INFO : Epoch 1662 | loss: 0.0310955 | val_loss: 0.031167 | Time: 2438.98 ms [2022-03-22 21:45:56 main:574] : INFO : Epoch 1663 | loss: 0.0310873 | val_loss: 0.0311858 | Time: 2332.27 ms [2022-03-22 21:45:59 main:574] : INFO : Epoch 1664 | loss: 0.0310879 | val_loss: 0.0311671 | Time: 2489.77 ms [2022-03-22 21:46:02 main:574] : INFO : Epoch 1665 | loss: 0.0310861 | val_loss: 0.0311702 | Time: 2433.69 ms [2022-03-22 21:46:04 main:574] : INFO : Epoch 1666 | loss: 0.0310827 | val_loss: 0.0311671 | Time: 2425.96 ms [2022-03-22 21:46:06 main:574] : INFO : Epoch 1667 | loss: 0.0310813 | val_loss: 0.0311761 | Time: 2330.72 ms [2022-03-22 21:46:09 main:574] : INFO : Epoch 1668 | loss: 0.0310812 | val_loss: 0.0311663 | Time: 2330.01 ms [2022-03-22 21:46:11 main:574] : INFO : Epoch 1669 | loss: 0.0310941 | val_loss: 0.0311773 | Time: 2332.73 ms [2022-03-22 21:46:14 main:574] : INFO : Epoch 1670 | loss: 0.0310956 | val_loss: 0.0311674 | Time: 2333.59 ms [2022-03-22 21:46:16 main:574] : INFO : Epoch 1671 | loss: 0.031091 | val_loss: 0.0311666 | Time: 2479.17 ms [2022-03-22 21:46:19 main:574] : INFO : Epoch 1672 | loss: 0.0310912 | val_loss: 0.0311798 | Time: 2442.03 ms [2022-03-22 21:46:21 main:574] : INFO : Epoch 1673 | loss: 0.0310954 | val_loss: 0.0311761 | Time: 2559.81 ms [2022-03-22 21:46:24 main:574] : INFO : Epoch 1674 | loss: 0.0310869 | val_loss: 0.0311839 | Time: 2330.45 ms [2022-03-22 21:46:26 main:574] : INFO : Epoch 1675 | loss: 0.0310847 | val_loss: 0.0311782 | Time: 2543.94 ms [2022-03-22 21:46:29 main:574] : INFO : Epoch 1676 | loss: 0.0310846 | val_loss: 0.0311682 | Time: 2331.03 ms [2022-03-22 21:46:31 main:574] : INFO : Epoch 1677 | loss: 0.0310847 | val_loss: 0.0311755 | Time: 2549.39 ms [2022-03-22 21:46:34 main:574] : INFO : Epoch 1678 | loss: 0.0310923 | val_loss: 0.0311671 | Time: 2454.83 ms [2022-03-22 21:46:36 main:574] : INFO : Epoch 1679 | loss: 0.0310977 | val_loss: 0.0311678 | Time: 2326.54 ms [2022-03-22 21:46:39 main:574] : INFO : Epoch 1680 | loss: 0.0310964 | val_loss: 0.0311702 | Time: 2505.74 ms [2022-03-22 21:46:41 main:574] : INFO : Epoch 1681 | loss: 0.0311001 | val_loss: 0.0311788 | Time: 2449.67 ms [2022-03-22 21:46:44 main:574] : INFO : Epoch 1682 | loss: 0.0311 | val_loss: 0.0311721 | Time: 2557.15 ms [2022-03-22 21:46:47 main:574] : INFO : Epoch 1683 | loss: 0.0310951 | val_loss: 0.0311751 | Time: 2452.89 ms [2022-03-22 21:46:49 main:574] : INFO : Epoch 1684 | loss: 0.0310911 | val_loss: 0.0311745 | Time: 2554.8 ms [2022-03-22 21:46:52 main:574] : INFO : Epoch 1685 | loss: 0.0310875 | val_loss: 0.0311687 | Time: 2460.8 ms [2022-03-22 21:46:54 main:574] : INFO : Epoch 1686 | loss: 0.0310964 | val_loss: 0.031182 | Time: 2436.5 ms [2022-03-22 21:46:57 main:574] : INFO : Epoch 1687 | loss: 0.0311086 | val_loss: 0.0311686 | Time: 2556.51 ms [2022-03-22 21:46:59 main:574] : INFO : Epoch 1688 | loss: 0.0311036 | val_loss: 0.0311705 | Time: 2329.76 ms [2022-03-22 21:47:02 main:574] : INFO : Epoch 1689 | loss: 0.0310989 | val_loss: 0.0311722 | Time: 2531.02 ms [2022-03-22 21:47:04 main:574] : INFO : Epoch 1690 | loss: 0.0310955 | val_loss: 0.0311809 | Time: 2332.7 ms [2022-03-22 21:47:07 main:574] : INFO : Epoch 1691 | loss: 0.031089 | val_loss: 0.0311726 | Time: 2535.4 ms [2022-03-22 21:47:10 main:574] : INFO : Epoch 1692 | loss: 0.0310901 | val_loss: 0.0311756 | Time: 2441.48 ms [2022-03-22 21:47:12 main:574] : INFO : Epoch 1693 | loss: 0.0310947 | val_loss: 0.0311682 | Time: 2432.69 ms [2022-03-22 21:47:14 main:574] : INFO : Epoch 1694 | loss: 0.0311047 | val_loss: 0.0311728 | Time: 2328.86 ms [2022-03-22 21:47:17 main:574] : INFO : Epoch 1695 | loss: 0.0310935 | val_loss: 0.0311728 | Time: 2326.78 ms [2022-03-22 21:47:19 main:574] : INFO : Epoch 1696 | loss: 0.0310895 | val_loss: 0.0311858 | Time: 2332.85 ms [2022-03-22 21:47:22 main:574] : INFO : Epoch 1697 | loss: 0.0310944 | val_loss: 0.0311727 | Time: 2557.19 ms [2022-03-22 21:47:24 main:574] : INFO : Epoch 1698 | loss: 0.0310885 | val_loss: 0.0311708 | Time: 2440.35 ms [2022-03-22 21:47:27 main:574] : INFO : Epoch 1699 | loss: 0.0310911 | val_loss: 0.0311834 | Time: 2433.77 ms [2022-03-22 21:47:29 main:574] : INFO : Epoch 1700 | loss: 0.0310882 | val_loss: 0.0311665 | Time: 2330.58 ms [2022-03-22 21:47:32 main:574] : INFO : Epoch 1701 | loss: 0.0310863 | val_loss: 0.0311675 | Time: 2503.62 ms [2022-03-22 21:47:34 main:574] : INFO : Epoch 1702 | loss: 0.0310904 | val_loss: 0.0311701 | Time: 2328.85 ms [2022-03-22 21:47:37 main:574] : INFO : Epoch 1703 | loss: 0.0310897 | val_loss: 0.0311802 | Time: 2329.01 ms [2022-03-22 21:47:39 main:574] : INFO : Epoch 1704 | loss: 0.0310883 | val_loss: 0.0311676 | Time: 2323.76 ms [2022-03-22 21:47:42 main:574] : INFO : Epoch 1705 | loss: 0.0310894 | val_loss: 0.03117 | Time: 2463.57 ms [2022-03-22 21:47:44 main:574] : INFO : Epoch 1706 | loss: 0.0310852 | val_loss: 0.0311732 | Time: 2323.26 ms [2022-03-22 21:47:46 main:574] : INFO : Epoch 1707 | loss: 0.0310824 | val_loss: 0.031174 | Time: 2327.4 ms [2022-03-22 21:47:49 main:574] : INFO : Epoch 1708 | loss: 0.0310822 | val_loss: 0.0311715 | Time: 2496.74 ms [2022-03-22 21:47:51 main:574] : INFO : Epoch 1709 | loss: 0.0310812 | val_loss: 0.0311786 | Time: 2431.97 ms [2022-03-22 21:47:54 main:574] : INFO : Epoch 1710 | loss: 0.0310799 | val_loss: 0.0311779 | Time: 2330.06 ms [2022-03-22 21:47:56 main:574] : INFO : Epoch 1711 | loss: 0.0310804 | val_loss: 0.0311755 | Time: 2329.81 ms [2022-03-22 21:47:59 main:574] : INFO : Epoch 1712 | loss: 0.0310832 | val_loss: 0.0311799 | Time: 2335.78 ms [2022-03-22 21:48:01 main:574] : INFO : Epoch 1713 | loss: 0.0310822 | val_loss: 0.0311859 | Time: 2519.04 ms [2022-03-22 21:48:04 main:574] : INFO : Epoch 1714 | loss: 0.0310824 | val_loss: 0.0311736 | Time: 2443.54 ms [2022-03-22 21:48:06 main:574] : INFO : Epoch 1715 | loss: 0.0310839 | val_loss: 0.0311757 | Time: 2431.12 ms [2022-03-22 21:48:09 main:574] : INFO : Epoch 1716 | loss: 0.0310857 | val_loss: 0.0311678 | Time: 2330.03 ms [2022-03-22 21:48:11 main:574] : INFO : Epoch 1717 | loss: 0.031088 | val_loss: 0.0311801 | Time: 2326.04 ms [2022-03-22 21:48:14 main:574] : INFO : Epoch 1718 | loss: 0.0310866 | val_loss: 0.0311706 | Time: 2444.55 ms [2022-03-22 21:48:16 main:574] : INFO : Epoch 1719 | loss: 0.0310883 | val_loss: 0.0311735 | Time: 2338.27 ms [2022-03-22 21:48:19 main:574] : INFO : Epoch 1720 | loss: 0.0310887 | val_loss: 0.0311799 | Time: 2494.74 ms [2022-03-22 21:48:21 main:574] : INFO : Epoch 1721 | loss: 0.0310897 | val_loss: 0.0311723 | Time: 2327.51 ms [2022-03-22 21:48:23 main:574] : INFO : Epoch 1722 | loss: 0.0310862 | val_loss: 0.0311757 | Time: 2331.03 ms [2022-03-22 21:48:26 main:574] : INFO : Epoch 1723 | loss: 0.0310907 | val_loss: 0.0311706 | Time: 2332.36 ms [2022-03-22 21:48:28 main:574] : INFO : Epoch 1724 | loss: 0.0310955 | val_loss: 0.0311671 | Time: 2331.19 ms [2022-03-22 21:48:31 main:574] : INFO : Epoch 1725 | loss: 0.0310938 | val_loss: 0.0311714 | Time: 2521.88 ms [2022-03-22 21:48:33 main:574] : INFO : Epoch 1726 | loss: 0.031088 | val_loss: 0.031177 | Time: 2334.63 ms [2022-03-22 21:48:36 main:574] : INFO : Epoch 1727 | loss: 0.0310867 | val_loss: 0.0311741 | Time: 2512.97 ms [2022-03-22 21:48:38 main:574] : INFO : Epoch 1728 | loss: 0.0310847 | val_loss: 0.0311755 | Time: 2443.88 ms [2022-03-22 21:48:41 main:574] : INFO : Epoch 1729 | loss: 0.0310882 | val_loss: 0.0311743 | Time: 2547.35 ms [2022-03-22 21:48:43 main:574] : INFO : Epoch 1730 | loss: 0.0310857 | val_loss: 0.0311794 | Time: 2328.01 ms [2022-03-22 21:48:46 main:574] : INFO : Epoch 1731 | loss: 0.0310916 | val_loss: 0.0311888 | Time: 2322.41 ms [2022-03-22 21:48:48 main:574] : INFO : Epoch 1732 | loss: 0.0310861 | val_loss: 0.0311804 | Time: 2332.41 ms [2022-03-22 21:48:51 main:574] : INFO : Epoch 1733 | loss: 0.0310818 | val_loss: 0.0311751 | Time: 2546.99 ms [2022-03-22 21:48:53 main:574] : INFO : Epoch 1734 | loss: 0.0310815 | val_loss: 0.0311745 | Time: 2332.07 ms [2022-03-22 21:48:56 main:574] : INFO : Epoch 1735 | loss: 0.0310841 | val_loss: 0.0311793 | Time: 2529.2 ms [2022-03-22 21:48:58 main:574] : INFO : Epoch 1736 | loss: 0.0310811 | val_loss: 0.0311745 | Time: 2330.89 ms [2022-03-22 21:49:01 main:574] : INFO : Epoch 1737 | loss: 0.0310819 | val_loss: 0.0311768 | Time: 2528.54 ms [2022-03-22 21:49:03 main:574] : INFO : Epoch 1738 | loss: 0.0310839 | val_loss: 0.0311779 | Time: 2450.09 ms [2022-03-22 21:49:06 main:574] : INFO : Epoch 1739 | loss: 0.0310845 | val_loss: 0.0311772 | Time: 2557.36 ms [2022-03-22 21:49:08 main:574] : INFO : Epoch 1740 | loss: 0.0310815 | val_loss: 0.0311839 | Time: 2334.5 ms [2022-03-22 21:49:11 main:574] : INFO : Epoch 1741 | loss: 0.0310863 | val_loss: 0.0311769 | Time: 2511.73 ms [2022-03-22 21:49:14 main:574] : INFO : Epoch 1742 | loss: 0.0310893 | val_loss: 0.031177 | Time: 2446.69 ms [2022-03-22 21:49:16 main:574] : INFO : Epoch 1743 | loss: 0.0310959 | val_loss: 0.0311729 | Time: 2435.41 ms [2022-03-22 21:49:19 main:574] : INFO : Epoch 1744 | loss: 0.0310992 | val_loss: 0.0311658 | Time: 2549.82 ms [2022-03-22 21:49:21 main:574] : INFO : Epoch 1745 | loss: 0.0310894 | val_loss: 0.0311721 | Time: 2447.19 ms [2022-03-22 21:49:24 main:574] : INFO : Epoch 1746 | loss: 0.0310907 | val_loss: 0.0311822 | Time: 2436.61 ms [2022-03-22 21:49:26 main:574] : INFO : Epoch 1747 | loss: 0.0310878 | val_loss: 0.0311808 | Time: 2420.97 ms [2022-03-22 21:49:29 main:574] : INFO : Epoch 1748 | loss: 0.0310908 | val_loss: 0.0311681 | Time: 2330.08 ms [2022-03-22 21:49:31 main:574] : INFO : Epoch 1749 | loss: 0.0310923 | val_loss: 0.0311644 | Time: 2325.36 ms [2022-03-22 21:49:34 main:574] : INFO : Epoch 1750 | loss: 0.0310877 | val_loss: 0.0311813 | Time: 2476.85 ms [2022-03-22 21:49:36 main:574] : INFO : Epoch 1751 | loss: 0.0310877 | val_loss: 0.0311805 | Time: 2437.21 ms [2022-03-22 21:49:39 main:574] : INFO : Epoch 1752 | loss: 0.0310854 | val_loss: 0.0311727 | Time: 2333.59 ms [2022-03-22 21:49:41 main:574] : INFO : Epoch 1753 | loss: 0.0310828 | val_loss: 0.0311751 | Time: 2490.97 ms [2022-03-22 21:49:44 main:574] : INFO : Epoch 1754 | loss: 0.0310855 | val_loss: 0.031169 | Time: 2441.98 ms [2022-03-22 21:49:46 main:574] : INFO : Epoch 1755 | loss: 0.031084 | val_loss: 0.0311773 | Time: 2554.94 ms [2022-03-22 21:49:49 main:574] : INFO : Epoch 1756 | loss: 0.0310921 | val_loss: 0.0311697 | Time: 2455.52 ms [2022-03-22 21:49:51 main:574] : INFO : Epoch 1757 | loss: 0.0310927 | val_loss: 0.031178 | Time: 2438.66 ms [2022-03-22 21:49:54 main:574] : INFO : Epoch 1758 | loss: 0.0310914 | val_loss: 0.0311807 | Time: 2559.9 ms [2022-03-22 21:49:57 main:574] : INFO : Epoch 1759 | loss: 0.0310886 | val_loss: 0.0311793 | Time: 2451.88 ms [2022-03-22 21:49:59 main:574] : INFO : Epoch 1760 | loss: 0.0310866 | val_loss: 0.0311812 | Time: 2554.31 ms [2022-03-22 21:50:02 main:574] : INFO : Epoch 1761 | loss: 0.0310921 | val_loss: 0.0311725 | Time: 2335.15 ms [2022-03-22 21:50:04 main:574] : INFO : Epoch 1762 | loss: 0.0310906 | val_loss: 0.031176 | Time: 2548.92 ms [2022-03-22 21:50:07 main:574] : INFO : Epoch 1763 | loss: 0.031088 | val_loss: 0.0311754 | Time: 2435.4 ms [2022-03-22 21:50:09 main:574] : INFO : Epoch 1764 | loss: 0.0310832 | val_loss: 0.0311728 | Time: 2429.51 ms [2022-03-22 21:50:12 main:574] : INFO : Epoch 1765 | loss: 0.0310822 | val_loss: 0.0311823 | Time: 2325.65 ms [2022-03-22 21:50:14 main:574] : INFO : Epoch 1766 | loss: 0.0310805 | val_loss: 0.0311818 | Time: 2333.52 ms [2022-03-22 21:50:17 main:574] : INFO : Epoch 1767 | loss: 0.0310827 | val_loss: 0.031177 | Time: 2438.86 ms [2022-03-22 21:50:19 main:574] : INFO : Epoch 1768 | loss: 0.0310804 | val_loss: 0.0311703 | Time: 2333.25 ms [2022-03-22 21:50:22 main:574] : INFO : Epoch 1769 | loss: 0.0310822 | val_loss: 0.0311766 | Time: 2494.67 ms [2022-03-22 21:50:24 main:574] : INFO : Epoch 1770 | loss: 0.0310831 | val_loss: 0.0311788 | Time: 2443.8 ms [2022-03-22 21:50:27 main:574] : INFO : Epoch 1771 | loss: 0.0310856 | val_loss: 0.0311702 | Time: 2427.73 ms [2022-03-22 21:50:29 main:574] : INFO : Epoch 1772 | loss: 0.0310906 | val_loss: 0.0311722 | Time: 2428.48 ms [2022-03-22 21:50:32 main:574] : INFO : Epoch 1773 | loss: 0.0310875 | val_loss: 0.0311858 | Time: 2557.17 ms [2022-03-22 21:50:34 main:574] : INFO : Epoch 1774 | loss: 0.0310879 | val_loss: 0.03117 | Time: 2339.84 ms [2022-03-22 21:50:37 main:574] : INFO : Epoch 1775 | loss: 0.031091 | val_loss: 0.0311755 | Time: 2545.44 ms [2022-03-22 21:50:39 main:574] : INFO : Epoch 1776 | loss: 0.0310865 | val_loss: 0.0311724 | Time: 2438.49 ms [2022-03-22 21:50:42 main:574] : INFO : Epoch 1777 | loss: 0.0310868 | val_loss: 0.0311746 | Time: 2437.75 ms [2022-03-22 21:50:44 main:574] : INFO : Epoch 1778 | loss: 0.0310908 | val_loss: 0.0311778 | Time: 2560.34 ms [2022-03-22 21:50:47 main:574] : INFO : Epoch 1779 | loss: 0.0310944 | val_loss: 0.0311689 | Time: 2444.63 ms [2022-03-22 21:50:49 main:574] : INFO : Epoch 1780 | loss: 0.031096 | val_loss: 0.0311698 | Time: 2333.21 ms [2022-03-22 21:50:52 main:574] : INFO : Epoch 1781 | loss: 0.0310935 | val_loss: 0.0311734 | Time: 2491.21 ms [2022-03-22 21:50:54 main:574] : INFO : Epoch 1782 | loss: 0.0310942 | val_loss: 0.0311755 | Time: 2435.15 ms [2022-03-22 21:50:57 main:574] : INFO : Epoch 1783 | loss: 0.0310901 | val_loss: 0.0311704 | Time: 2565.13 ms [2022-03-22 21:51:00 main:574] : INFO : Epoch 1784 | loss: 0.0310872 | val_loss: 0.0311765 | Time: 2330.28 ms [2022-03-22 21:51:02 main:574] : INFO : Epoch 1785 | loss: 0.0310914 | val_loss: 0.031178 | Time: 2522.03 ms [2022-03-22 21:51:05 main:574] : INFO : Epoch 1786 | loss: 0.0311016 | val_loss: 0.0311733 | Time: 2442.27 ms [2022-03-22 21:51:07 main:574] : INFO : Epoch 1787 | loss: 0.0310957 | val_loss: 0.0311751 | Time: 2327.63 ms [2022-03-22 21:51:10 main:574] : INFO : Epoch 1788 | loss: 0.0310965 | val_loss: 0.0311844 | Time: 2530.75 ms [2022-03-22 21:51:12 main:574] : INFO : Epoch 1789 | loss: 0.0310971 | val_loss: 0.0311846 | Time: 2450.5 ms [2022-03-22 21:51:15 main:574] : INFO : Epoch 1790 | loss: 0.0310982 | val_loss: 0.0311637 | Time: 2426.07 ms [2022-03-22 21:51:17 main:574] : INFO : Epoch 1791 | loss: 0.031095 | val_loss: 0.0311696 | Time: 2554 ms [2022-03-22 21:51:20 main:574] : INFO : Epoch 1792 | loss: 0.0310926 | val_loss: 0.0311663 | Time: 2453.2 ms [2022-03-22 21:51:22 main:574] : INFO : Epoch 1793 | loss: 0.0310915 | val_loss: 0.0311763 | Time: 2327.71 ms [2022-03-22 21:51:25 main:574] : INFO : Epoch 1794 | loss: 0.0310847 | val_loss: 0.0311722 | Time: 2508.73 ms [2022-03-22 21:51:27 main:574] : INFO : Epoch 1795 | loss: 0.0310873 | val_loss: 0.0311762 | Time: 2435.71 ms [2022-03-22 21:51:30 main:574] : INFO : Epoch 1796 | loss: 0.0310872 | val_loss: 0.0311843 | Time: 2439.59 ms [2022-03-22 21:51:33 main:574] : INFO : Epoch 1797 | loss: 0.0310882 | val_loss: 0.0311749 | Time: 2561.89 ms [2022-03-22 21:51:35 main:574] : INFO : Epoch 1798 | loss: 0.031084 | val_loss: 0.0311723 | Time: 2444.42 ms [2022-03-22 21:51:38 main:574] : INFO : Epoch 1799 | loss: 0.031085 | val_loss: 0.0311698 | Time: 2560.31 ms [2022-03-22 21:51:40 main:574] : INFO : Epoch 1800 | loss: 0.0310833 | val_loss: 0.0311751 | Time: 2333.13 ms [2022-03-22 21:51:42 main:574] : INFO : Epoch 1801 | loss: 0.031088 | val_loss: 0.0311717 | Time: 2331.66 ms [2022-03-22 21:51:45 main:574] : INFO : Epoch 1802 | loss: 0.0310866 | val_loss: 0.031185 | Time: 2491.3 ms [2022-03-22 21:51:48 main:574] : INFO : Epoch 1803 | loss: 0.0310827 | val_loss: 0.0311757 | Time: 2437.15 ms [2022-03-22 21:51:50 main:574] : INFO : Epoch 1804 | loss: 0.0310804 | val_loss: 0.0311889 | Time: 2328.67 ms [2022-03-22 21:51:53 main:574] : INFO : Epoch 1805 | loss: 0.0310831 | val_loss: 0.0311702 | Time: 2502.6 ms [2022-03-22 21:51:55 main:574] : INFO : Epoch 1806 | loss: 0.0310861 | val_loss: 0.0311831 | Time: 2442.73 ms [2022-03-22 21:51:57 main:574] : INFO : Epoch 1807 | loss: 0.0310874 | val_loss: 0.0311894 | Time: 2328.42 ms [2022-03-22 21:52:00 main:574] : INFO : Epoch 1808 | loss: 0.031085 | val_loss: 0.0311749 | Time: 2510.85 ms [2022-03-22 21:52:03 main:574] : INFO : Epoch 1809 | loss: 0.0310887 | val_loss: 0.031177 | Time: 2439.89 ms [2022-03-22 21:52:05 main:574] : INFO : Epoch 1810 | loss: 0.0310914 | val_loss: 0.0311766 | Time: 2331.9 ms [2022-03-22 21:52:07 main:574] : INFO : Epoch 1811 | loss: 0.0310992 | val_loss: 0.031178 | Time: 2331.75 ms [2022-03-22 21:52:10 main:574] : INFO : Epoch 1812 | loss: 0.0310972 | val_loss: 0.0311664 | Time: 2447.75 ms [2022-03-22 21:52:13 main:574] : INFO : Epoch 1813 | loss: 0.0310926 | val_loss: 0.0311857 | Time: 2548.96 ms [2022-03-22 21:52:15 main:574] : INFO : Epoch 1814 | loss: 0.0311039 | val_loss: 0.0311715 | Time: 2431.88 ms [2022-03-22 21:52:18 main:574] : INFO : Epoch 1815 | loss: 0.0311038 | val_loss: 0.0311664 | Time: 2428.43 ms [2022-03-22 21:52:20 main:574] : INFO : Epoch 1816 | loss: 0.0310994 | val_loss: 0.0311712 | Time: 2556.64 ms [2022-03-22 21:52:23 main:574] : INFO : Epoch 1817 | loss: 0.0310915 | val_loss: 0.0311687 | Time: 2455.52 ms [2022-03-22 21:52:25 main:574] : INFO : Epoch 1818 | loss: 0.0310861 | val_loss: 0.0311819 | Time: 2436.7 ms [2022-03-22 21:52:28 main:574] : INFO : Epoch 1819 | loss: 0.0310914 | val_loss: 0.0311812 | Time: 2552.28 ms [2022-03-22 21:52:30 main:574] : INFO : Epoch 1820 | loss: 0.0310912 | val_loss: 0.0311793 | Time: 2337.53 ms [2022-03-22 21:52:33 main:574] : INFO : Epoch 1821 | loss: 0.0310897 | val_loss: 0.0311758 | Time: 2532 ms [2022-03-22 21:52:36 main:574] : INFO : Epoch 1822 | loss: 0.0310863 | val_loss: 0.0311805 | Time: 2438.97 ms [2022-03-22 21:52:38 main:574] : INFO : Epoch 1823 | loss: 0.0310841 | val_loss: 0.0311805 | Time: 2429.52 ms [2022-03-22 21:52:40 main:574] : INFO : Epoch 1824 | loss: 0.0310857 | val_loss: 0.0311778 | Time: 2330.44 ms [2022-03-22 21:52:43 main:574] : INFO : Epoch 1825 | loss: 0.0310827 | val_loss: 0.0311698 | Time: 2512.82 ms [2022-03-22 21:52:45 main:574] : INFO : Epoch 1826 | loss: 0.0310849 | val_loss: 0.0311788 | Time: 2328.14 ms [2022-03-22 21:52:48 main:574] : INFO : Epoch 1827 | loss: 0.0310834 | val_loss: 0.0311802 | Time: 2519.19 ms [2022-03-22 21:52:51 main:574] : INFO : Epoch 1828 | loss: 0.0310875 | val_loss: 0.0311797 | Time: 2440.62 ms [2022-03-22 21:52:53 main:574] : INFO : Epoch 1829 | loss: 0.0310852 | val_loss: 0.0311811 | Time: 2538.15 ms [2022-03-22 21:52:56 main:574] : INFO : Epoch 1830 | loss: 0.0310845 | val_loss: 0.0311773 | Time: 2447.25 ms [2022-03-22 21:52:58 main:574] : INFO : Epoch 1831 | loss: 0.031081 | val_loss: 0.0311754 | Time: 2338.41 ms [2022-03-22 21:53:01 main:574] : INFO : Epoch 1832 | loss: 0.031091 | val_loss: 0.0311756 | Time: 2504.66 ms [2022-03-22 21:53:03 main:574] : INFO : Epoch 1833 | loss: 0.0311004 | val_loss: 0.0311732 | Time: 2436.61 ms [2022-03-22 21:53:06 main:574] : INFO : Epoch 1834 | loss: 0.0310989 | val_loss: 0.0311789 | Time: 2434.1 ms [2022-03-22 21:53:08 main:574] : INFO : Epoch 1835 | loss: 0.0310967 | val_loss: 0.0311709 | Time: 2561.36 ms [2022-03-22 21:53:11 main:574] : INFO : Epoch 1836 | loss: 0.0310936 | val_loss: 0.031167 | Time: 2335.14 ms [2022-03-22 21:53:13 main:574] : INFO : Epoch 1837 | loss: 0.0310898 | val_loss: 0.03117 | Time: 2514.55 ms [2022-03-22 21:53:16 main:574] : INFO : Epoch 1838 | loss: 0.0310903 | val_loss: 0.03118 | Time: 2328.87 ms [2022-03-22 21:53:18 main:574] : INFO : Epoch 1839 | loss: 0.0310852 | val_loss: 0.0311795 | Time: 2321.39 ms [2022-03-22 21:53:21 main:574] : INFO : Epoch 1840 | loss: 0.0310875 | val_loss: 0.0311694 | Time: 2319.71 ms [2022-03-22 21:53:23 main:574] : INFO : Epoch 1841 | loss: 0.0310857 | val_loss: 0.0311696 | Time: 2425.1 ms [2022-03-22 21:53:26 main:574] : INFO : Epoch 1842 | loss: 0.0310859 | val_loss: 0.0311685 | Time: 2555.07 ms [2022-03-22 21:53:28 main:574] : INFO : Epoch 1843 | loss: 0.0310884 | val_loss: 0.0311698 | Time: 2451.67 ms [2022-03-22 21:53:31 main:574] : INFO : Epoch 1844 | loss: 0.0310907 | val_loss: 0.0311737 | Time: 2437.58 ms [2022-03-22 21:53:33 main:574] : INFO : Epoch 1845 | loss: 0.031094 | val_loss: 0.0311733 | Time: 2326.61 ms [2022-03-22 21:53:36 main:574] : INFO : Epoch 1846 | loss: 0.0310952 | val_loss: 0.0311735 | Time: 2498.79 ms [2022-03-22 21:53:38 main:574] : INFO : Epoch 1847 | loss: 0.0310924 | val_loss: 0.0311846 | Time: 2332.88 ms [2022-03-22 21:53:41 main:574] : INFO : Epoch 1848 | loss: 0.0310922 | val_loss: 0.0311693 | Time: 2515.41 ms [2022-03-22 21:53:43 main:574] : INFO : Epoch 1849 | loss: 0.0310885 | val_loss: 0.031185 | Time: 2446.15 ms [2022-03-22 21:53:46 main:574] : INFO : Epoch 1850 | loss: 0.0311017 | val_loss: 0.0311816 | Time: 2432.34 ms [2022-03-22 21:53:48 main:574] : INFO : Epoch 1851 | loss: 0.0311043 | val_loss: 0.0311718 | Time: 2564.08 ms [2022-03-22 21:53:51 main:574] : INFO : Epoch 1852 | loss: 0.0310989 | val_loss: 0.0311789 | Time: 2431.93 ms [2022-03-22 21:53:54 main:574] : INFO : Epoch 1853 | loss: 0.0310967 | val_loss: 0.0311804 | Time: 2554.74 ms [2022-03-22 21:53:56 main:574] : INFO : Epoch 1854 | loss: 0.0310922 | val_loss: 0.0311711 | Time: 2451.34 ms [2022-03-22 21:53:59 main:574] : INFO : Epoch 1855 | loss: 0.0310874 | val_loss: 0.0311827 | Time: 2430.33 ms [2022-03-22 21:54:01 main:574] : INFO : Epoch 1856 | loss: 0.0310899 | val_loss: 0.0311802 | Time: 2431.95 ms [2022-03-22 21:54:04 main:574] : INFO : Epoch 1857 | loss: 0.0310972 | val_loss: 0.031167 | Time: 2555.15 ms [2022-03-22 21:54:06 main:574] : INFO : Epoch 1858 | loss: 0.0310954 | val_loss: 0.0311758 | Time: 2331.37 ms [2022-03-22 21:54:09 main:574] : INFO : Epoch 1859 | loss: 0.0310912 | val_loss: 0.0311774 | Time: 2331.33 ms [2022-03-22 21:54:11 main:574] : INFO : Epoch 1860 | loss: 0.0310877 | val_loss: 0.0311691 | Time: 2333 ms [2022-03-22 21:54:14 main:574] : INFO : Epoch 1861 | loss: 0.0310835 | val_loss: 0.0311721 | Time: 2448.48 ms [2022-03-22 21:54:16 main:574] : INFO : Epoch 1862 | loss: 0.0310844 | val_loss: 0.0311803 | Time: 2559.89 ms [2022-03-22 21:54:19 main:574] : INFO : Epoch 1863 | loss: 0.0310869 | val_loss: 0.0311781 | Time: 2318.98 ms [2022-03-22 21:54:21 main:574] : INFO : Epoch 1864 | loss: 0.0310873 | val_loss: 0.0311801 | Time: 2533.61 ms [2022-03-22 21:54:24 main:574] : INFO : Epoch 1865 | loss: 0.03109 | val_loss: 0.031169 | Time: 2328.84 ms [2022-03-22 21:54:26 main:574] : INFO : Epoch 1866 | loss: 0.0310856 | val_loss: 0.0311823 | Time: 2326.4 ms [2022-03-22 21:54:29 main:574] : INFO : Epoch 1867 | loss: 0.0310832 | val_loss: 0.0311812 | Time: 2463.1 ms [2022-03-22 21:54:31 main:574] : INFO : Epoch 1868 | loss: 0.031082 | val_loss: 0.0311809 | Time: 2437.16 ms [2022-03-22 21:54:34 main:574] : INFO : Epoch 1869 | loss: 0.0310803 | val_loss: 0.0311781 | Time: 2424.37 ms [2022-03-22 21:54:36 main:574] : INFO : Epoch 1870 | loss: 0.0310884 | val_loss: 0.031176 | Time: 2552.82 ms [2022-03-22 21:54:39 main:574] : INFO : Epoch 1871 | loss: 0.0310906 | val_loss: 0.0311802 | Time: 2451.47 ms [2022-03-22 21:54:41 main:574] : INFO : Epoch 1872 | loss: 0.0310986 | val_loss: 0.0311748 | Time: 2326.28 ms [2022-03-22 21:54:44 main:574] : INFO : Epoch 1873 | loss: 0.0310935 | val_loss: 0.0311674 | Time: 2513.36 ms [2022-03-22 21:54:46 main:574] : INFO : Epoch 1874 | loss: 0.031089 | val_loss: 0.0311778 | Time: 2335.41 ms [2022-03-22 21:54:49 main:574] : INFO : Epoch 1875 | loss: 0.0310858 | val_loss: 0.0311751 | Time: 2506.22 ms [2022-03-22 21:54:51 main:574] : INFO : Epoch 1876 | loss: 0.0310862 | val_loss: 0.031176 | Time: 2327.53 ms [2022-03-22 21:54:54 main:574] : INFO : Epoch 1877 | loss: 0.0310879 | val_loss: 0.0311865 | Time: 2530.28 ms [2022-03-22 21:54:56 main:574] : INFO : Epoch 1878 | loss: 0.0310869 | val_loss: 0.0311797 | Time: 2328.79 ms [2022-03-22 21:54:59 main:574] : INFO : Epoch 1879 | loss: 0.0310856 | val_loss: 0.0311807 | Time: 2544.16 ms [2022-03-22 21:55:01 main:574] : INFO : Epoch 1880 | loss: 0.0310875 | val_loss: 0.0311797 | Time: 2441.85 ms [2022-03-22 21:55:04 main:574] : INFO : Epoch 1881 | loss: 0.0310822 | val_loss: 0.0311751 | Time: 2326.98 ms [2022-03-22 21:55:06 main:574] : INFO : Epoch 1882 | loss: 0.0310803 | val_loss: 0.0311804 | Time: 2505.68 ms [2022-03-22 21:55:09 main:574] : INFO : Epoch 1883 | loss: 0.0310829 | val_loss: 0.0311837 | Time: 2330.54 ms [2022-03-22 21:55:11 main:574] : INFO : Epoch 1884 | loss: 0.0310816 | val_loss: 0.0311759 | Time: 2330.91 ms [2022-03-22 21:55:14 main:574] : INFO : Epoch 1885 | loss: 0.0310823 | val_loss: 0.0311752 | Time: 2465.69 ms [2022-03-22 21:55:16 main:574] : INFO : Epoch 1886 | loss: 0.031087 | val_loss: 0.0311829 | Time: 2433.95 ms [2022-03-22 21:55:19 main:574] : INFO : Epoch 1887 | loss: 0.0310827 | val_loss: 0.0311803 | Time: 2550.35 ms [2022-03-22 21:55:21 main:574] : INFO : Epoch 1888 | loss: 0.031082 | val_loss: 0.031174 | Time: 2459.08 ms [2022-03-22 21:55:24 main:574] : INFO : Epoch 1889 | loss: 0.0310814 | val_loss: 0.03118 | Time: 2426.88 ms [2022-03-22 21:55:26 main:574] : INFO : Epoch 1890 | loss: 0.0310783 | val_loss: 0.0311785 | Time: 2557.3 ms [2022-03-22 21:55:29 main:574] : INFO : Epoch 1891 | loss: 0.0310773 | val_loss: 0.0311849 | Time: 2492.71 ms [2022-03-22 21:55:32 main:574] : INFO : Epoch 1892 | loss: 0.0310763 | val_loss: 0.0311804 | Time: 2324.1 ms [2022-03-22 21:55:34 main:574] : INFO : Epoch 1893 | loss: 0.0310758 | val_loss: 0.0311843 | Time: 2509.84 ms [2022-03-22 21:55:37 main:574] : INFO : Epoch 1894 | loss: 0.031078 | val_loss: 0.0311933 | Time: 2332.01 ms [2022-03-22 21:55:39 main:574] : INFO : Epoch 1895 | loss: 0.0310828 | val_loss: 0.0311812 | Time: 2518 ms [2022-03-22 21:55:42 main:574] : INFO : Epoch 1896 | loss: 0.0310803 | val_loss: 0.0311763 | Time: 2331.81 ms [2022-03-22 21:55:44 main:574] : INFO : Epoch 1897 | loss: 0.0310826 | val_loss: 0.031178 | Time: 2330.6 ms [2022-03-22 21:55:47 main:574] : INFO : Epoch 1898 | loss: 0.031087 | val_loss: 0.0311869 | Time: 2447.52 ms [2022-03-22 21:55:49 main:574] : INFO : Epoch 1899 | loss: 0.0310871 | val_loss: 0.031176 | Time: 2429.06 ms [2022-03-22 21:55:52 main:574] : INFO : Epoch 1900 | loss: 0.0310819 | val_loss: 0.0311851 | Time: 2430.78 ms [2022-03-22 21:55:54 main:574] : INFO : Epoch 1901 | loss: 0.0310872 | val_loss: 0.0311682 | Time: 2430.89 ms [2022-03-22 21:55:56 main:574] : INFO : Epoch 1902 | loss: 0.0310858 | val_loss: 0.0311702 | Time: 2329.65 ms [2022-03-22 21:55:59 main:574] : INFO : Epoch 1903 | loss: 0.0310857 | val_loss: 0.0311878 | Time: 2506.98 ms [2022-03-22 21:56:01 main:574] : INFO : Epoch 1904 | loss: 0.0310867 | val_loss: 0.0311855 | Time: 2328.05 ms [2022-03-22 21:56:04 main:574] : INFO : Epoch 1905 | loss: 0.0310825 | val_loss: 0.0311799 | Time: 2332.2 ms [2022-03-22 21:56:06 main:574] : INFO : Epoch 1906 | loss: 0.0310828 | val_loss: 0.0311758 | Time: 2456.96 ms [2022-03-22 21:56:09 main:574] : INFO : Epoch 1907 | loss: 0.0310822 | val_loss: 0.0311791 | Time: 2441.51 ms [2022-03-22 21:56:12 main:574] : INFO : Epoch 1908 | loss: 0.0310962 | val_loss: 0.0311657 | Time: 2556.01 ms [2022-03-22 21:56:14 main:574] : INFO : Epoch 1909 | loss: 0.0310921 | val_loss: 0.0311692 | Time: 2449.06 ms [2022-03-22 21:56:17 main:574] : INFO : Epoch 1910 | loss: 0.0310913 | val_loss: 0.0311803 | Time: 2436.58 ms [2022-03-22 21:56:19 main:574] : INFO : Epoch 1911 | loss: 0.0310908 | val_loss: 0.031174 | Time: 2432.19 ms [2022-03-22 21:56:22 main:574] : INFO : Epoch 1912 | loss: 0.0310884 | val_loss: 0.0311688 | Time: 2327.9 ms [2022-03-22 21:56:24 main:574] : INFO : Epoch 1913 | loss: 0.0310841 | val_loss: 0.0311676 | Time: 2517.5 ms [2022-03-22 21:56:27 main:574] : INFO : Epoch 1914 | loss: 0.0310844 | val_loss: 0.0311757 | Time: 2449.85 ms [2022-03-22 21:56:29 main:574] : INFO : Epoch 1915 | loss: 0.0310857 | val_loss: 0.0311701 | Time: 2332.19 ms [2022-03-22 21:56:32 main:574] : INFO : Epoch 1916 | loss: 0.0310858 | val_loss: 0.0311685 | Time: 2489.7 ms [2022-03-22 21:56:34 main:574] : INFO : Epoch 1917 | loss: 0.0310941 | val_loss: 0.0311706 | Time: 2328.6 ms [2022-03-22 21:56:36 main:574] : INFO : Epoch 1918 | loss: 0.0310931 | val_loss: 0.0311624 | Time: 2332.86 ms [2022-03-22 21:56:39 main:574] : INFO : Epoch 1919 | loss: 0.0310887 | val_loss: 0.0311672 | Time: 2327.58 ms [2022-03-22 21:56:41 main:574] : INFO : Epoch 1920 | loss: 0.0310915 | val_loss: 0.0311761 | Time: 2549.41 ms [2022-03-22 21:56:44 main:574] : INFO : Epoch 1921 | loss: 0.031088 | val_loss: 0.0311742 | Time: 2446.48 ms [2022-03-22 21:56:47 main:574] : INFO : Epoch 1922 | loss: 0.0310896 | val_loss: 0.031177 | Time: 2560.93 ms [2022-03-22 21:56:49 main:574] : INFO : Epoch 1923 | loss: 0.0310882 | val_loss: 0.0311782 | Time: 2460.33 ms [2022-03-22 21:56:52 main:574] : INFO : Epoch 1924 | loss: 0.0310861 | val_loss: 0.0311771 | Time: 2335.42 ms [2022-03-22 21:56:54 main:574] : INFO : Epoch 1925 | loss: 0.031086 | val_loss: 0.0311745 | Time: 2485.78 ms [2022-03-22 21:56:57 main:574] : INFO : Epoch 1926 | loss: 0.0310899 | val_loss: 0.0311743 | Time: 2326.41 ms [2022-03-22 21:56:59 main:574] : INFO : Epoch 1927 | loss: 0.0310811 | val_loss: 0.0311832 | Time: 2520.64 ms [2022-03-22 21:57:02 main:574] : INFO : Epoch 1928 | loss: 0.0310817 | val_loss: 0.0311731 | Time: 2337.57 ms [2022-03-22 21:57:04 main:574] : INFO : Epoch 1929 | loss: 0.0310819 | val_loss: 0.0311744 | Time: 2328.33 ms [2022-03-22 21:57:07 main:574] : INFO : Epoch 1930 | loss: 0.0310811 | val_loss: 0.0311812 | Time: 2494.14 ms [2022-03-22 21:57:09 main:574] : INFO : Epoch 1931 | loss: 0.031079 | val_loss: 0.0311804 | Time: 2449.3 ms [2022-03-22 21:57:12 main:574] : INFO : Epoch 1932 | loss: 0.0310794 | val_loss: 0.0311871 | Time: 2562.77 ms [2022-03-22 21:57:14 main:574] : INFO : Epoch 1933 | loss: 0.0310795 | val_loss: 0.0311873 | Time: 2439.57 ms [2022-03-22 21:57:17 main:574] : INFO : Epoch 1934 | loss: 0.0310779 | val_loss: 0.0311766 | Time: 2440.68 ms [2022-03-22 21:57:19 main:574] : INFO : Epoch 1935 | loss: 0.0310789 | val_loss: 0.0311808 | Time: 2548.53 ms [2022-03-22 21:57:22 main:574] : INFO : Epoch 1936 | loss: 0.0310806 | val_loss: 0.0311803 | Time: 2442.47 ms [2022-03-22 21:57:24 main:574] : INFO : Epoch 1937 | loss: 0.0310786 | val_loss: 0.0311803 | Time: 2425.57 ms [2022-03-22 21:57:27 main:574] : INFO : Epoch 1938 | loss: 0.0310765 | val_loss: 0.0311733 | Time: 2326.76 ms [2022-03-22 21:57:29 main:574] : INFO : Epoch 1939 | loss: 0.0310783 | val_loss: 0.0311781 | Time: 2526 ms [2022-03-22 21:57:32 main:574] : INFO : Epoch 1940 | loss: 0.0310739 | val_loss: 0.0311765 | Time: 2330.04 ms [2022-03-22 21:57:34 main:574] : INFO : Epoch 1941 | loss: 0.0310777 | val_loss: 0.0311771 | Time: 2529.19 ms [2022-03-22 21:57:37 main:574] : INFO : Epoch 1942 | loss: 0.0310793 | val_loss: 0.0311808 | Time: 2509.7 ms [2022-03-22 21:57:39 main:574] : INFO : Epoch 1943 | loss: 0.0310758 | val_loss: 0.0311888 | Time: 2321.5 ms [2022-03-22 21:57:42 main:574] : INFO : Epoch 1944 | loss: 0.0310752 | val_loss: 0.0311708 | Time: 2325.14 ms [2022-03-22 21:57:44 main:574] : INFO : Epoch 1945 | loss: 0.0310788 | val_loss: 0.0311786 | Time: 2465.54 ms [2022-03-22 21:57:47 main:574] : INFO : Epoch 1946 | loss: 0.0310878 | val_loss: 0.031179 | Time: 2328.29 ms [2022-03-22 21:57:49 main:574] : INFO : Epoch 1947 | loss: 0.0310827 | val_loss: 0.0311803 | Time: 2519.3 ms [2022-03-22 21:57:52 main:574] : INFO : Epoch 1948 | loss: 0.0310805 | val_loss: 0.0311862 | Time: 2447.37 ms [2022-03-22 21:57:55 main:574] : INFO : Epoch 1949 | loss: 0.0311084 | val_loss: 0.0311663 | Time: 2559.92 ms [2022-03-22 21:57:57 main:574] : INFO : Epoch 1950 | loss: 0.0311014 | val_loss: 0.0311621 | Time: 2446.53 ms [2022-03-22 21:58:00 main:574] : INFO : Epoch 1951 | loss: 0.031097 | val_loss: 0.0311623 | Time: 2326.85 ms [2022-03-22 21:58:02 main:574] : INFO : Epoch 1952 | loss: 0.031103 | val_loss: 0.0311707 | Time: 2330.43 ms [2022-03-22 21:58:04 main:574] : INFO : Epoch 1953 | loss: 0.0310956 | val_loss: 0.0311731 | Time: 2453.29 ms [2022-03-22 21:58:07 main:574] : INFO : Epoch 1954 | loss: 0.0310919 | val_loss: 0.0311679 | Time: 2436.83 ms [2022-03-22 21:58:10 main:574] : INFO : Epoch 1955 | loss: 0.0310977 | val_loss: 0.0311703 | Time: 2557.49 ms [2022-03-22 21:58:12 main:574] : INFO : Epoch 1956 | loss: 0.0310941 | val_loss: 0.0311758 | Time: 2446.12 ms [2022-03-22 21:58:15 main:574] : INFO : Epoch 1957 | loss: 0.0310872 | val_loss: 0.0311846 | Time: 2434.22 ms [2022-03-22 21:58:17 main:574] : INFO : Epoch 1958 | loss: 0.0310834 | val_loss: 0.0311742 | Time: 2563.09 ms [2022-03-22 21:58:20 main:574] : INFO : Epoch 1959 | loss: 0.0310805 | val_loss: 0.0311841 | Time: 2543.66 ms [2022-03-22 21:58:22 main:574] : INFO : Epoch 1960 | loss: 0.0310854 | val_loss: 0.031175 | Time: 2323.75 ms [2022-03-22 21:58:25 main:574] : INFO : Epoch 1961 | loss: 0.0310846 | val_loss: 0.0311749 | Time: 2526.16 ms [2022-03-22 21:58:28 main:574] : INFO : Epoch 1962 | loss: 0.0310952 | val_loss: 0.0311686 | Time: 2443.42 ms [2022-03-22 21:58:30 main:574] : INFO : Epoch 1963 | loss: 0.0310976 | val_loss: 0.0311683 | Time: 2564.06 ms [2022-03-22 21:58:33 main:574] : INFO : Epoch 1964 | loss: 0.0310945 | val_loss: 0.0311718 | Time: 2447.28 ms [2022-03-22 21:58:35 main:574] : INFO : Epoch 1965 | loss: 0.0310923 | val_loss: 0.0311706 | Time: 2329.18 ms [2022-03-22 21:58:38 main:574] : INFO : Epoch 1966 | loss: 0.031092 | val_loss: 0.0311793 | Time: 2505.25 ms [2022-03-22 21:58:40 main:574] : INFO : Epoch 1967 | loss: 0.0310894 | val_loss: 0.0311764 | Time: 2439.67 ms [2022-03-22 21:58:43 main:574] : INFO : Epoch 1968 | loss: 0.0310855 | val_loss: 0.0311853 | Time: 2329.83 ms [2022-03-22 21:58:45 main:574] : INFO : Epoch 1969 | loss: 0.0310842 | val_loss: 0.0311757 | Time: 2505.87 ms [2022-03-22 21:58:48 main:574] : INFO : Epoch 1970 | loss: 0.0310877 | val_loss: 0.0311753 | Time: 2443.75 ms [2022-03-22 21:58:50 main:574] : INFO : Epoch 1971 | loss: 0.0310872 | val_loss: 0.0311836 | Time: 2558.78 ms [2022-03-22 21:58:53 main:574] : INFO : Epoch 1972 | loss: 0.0310852 | val_loss: 0.0311742 | Time: 2447.55 ms [2022-03-22 21:58:55 main:574] : INFO : Epoch 1973 | loss: 0.0310864 | val_loss: 0.0311718 | Time: 2332.37 ms [2022-03-22 21:58:58 main:574] : INFO : Epoch 1974 | loss: 0.0310832 | val_loss: 0.0311743 | Time: 2505.05 ms [2022-03-22 21:59:00 main:574] : INFO : Epoch 1975 | loss: 0.0310882 | val_loss: 0.031174 | Time: 2329.16 ms [2022-03-22 21:59:03 main:574] : INFO : Epoch 1976 | loss: 0.0310949 | val_loss: 0.0311825 | Time: 2334.14 ms [2022-03-22 21:59:05 main:574] : INFO : Epoch 1977 | loss: 0.0310921 | val_loss: 0.0311779 | Time: 2468.84 ms [2022-03-22 21:59:08 main:574] : INFO : Epoch 1978 | loss: 0.0310884 | val_loss: 0.0311756 | Time: 2441.84 ms [2022-03-22 21:59:10 main:574] : INFO : Epoch 1979 | loss: 0.0310893 | val_loss: 0.0311822 | Time: 2558.83 ms [2022-03-22 21:59:13 main:574] : INFO : Epoch 1980 | loss: 0.0310897 | val_loss: 0.0311772 | Time: 2450.29 ms [2022-03-22 21:59:16 main:574] : INFO : Epoch 1981 | loss: 0.0310886 | val_loss: 0.0311738 | Time: 2555.54 ms [2022-03-22 21:59:18 main:574] : INFO : Epoch 1982 | loss: 0.0310843 | val_loss: 0.0311749 | Time: 2331.71 ms [2022-03-22 21:59:21 main:574] : INFO : Epoch 1983 | loss: 0.0310846 | val_loss: 0.0311722 | Time: 2526.65 ms [2022-03-22 21:59:23 main:574] : INFO : Epoch 1984 | loss: 0.0310816 | val_loss: 0.0311744 | Time: 2443.17 ms [2022-03-22 21:59:26 main:574] : INFO : Epoch 1985 | loss: 0.0310863 | val_loss: 0.0311861 | Time: 2432.86 ms [2022-03-22 21:59:28 main:574] : INFO : Epoch 1986 | loss: 0.0310846 | val_loss: 0.0311737 | Time: 2332.86 ms [2022-03-22 21:59:31 main:574] : INFO : Epoch 1987 | loss: 0.0310877 | val_loss: 0.0311795 | Time: 2491.66 ms [2022-03-22 21:59:33 main:574] : INFO : Epoch 1988 | loss: 0.0310835 | val_loss: 0.0311747 | Time: 2333.4 ms [2022-03-22 21:59:36 main:574] : INFO : Epoch 1989 | loss: 0.0310928 | val_loss: 0.0311711 | Time: 2509.48 ms [2022-03-22 21:59:38 main:574] : INFO : Epoch 1990 | loss: 0.0311009 | val_loss: 0.0311731 | Time: 2438.75 ms [2022-03-22 21:59:41 main:574] : INFO : Epoch 1991 | loss: 0.0310976 | val_loss: 0.0311672 | Time: 2328.7 ms [2022-03-22 21:59:43 main:574] : INFO : Epoch 1992 | loss: 0.0310942 | val_loss: 0.0311709 | Time: 2503.09 ms [2022-03-22 21:59:46 main:574] : INFO : Epoch 1993 | loss: 0.0310875 | val_loss: 0.0311766 | Time: 2442.68 ms [2022-03-22 21:59:48 main:574] : INFO : Epoch 1994 | loss: 0.0310862 | val_loss: 0.0311802 | Time: 2552.09 ms [2022-03-22 21:59:51 main:574] : INFO : Epoch 1995 | loss: 0.0310919 | val_loss: 0.0311774 | Time: 2454 ms [2022-03-22 21:59:53 main:574] : INFO : Epoch 1996 | loss: 0.0310839 | val_loss: 0.0311708 | Time: 2428.23 ms [2022-03-22 21:59:56 main:574] : INFO : Epoch 1997 | loss: 0.0310805 | val_loss: 0.0311755 | Time: 2434.9 ms [2022-03-22 21:59:59 main:574] : INFO : Epoch 1998 | loss: 0.0310809 | val_loss: 0.0311771 | Time: 2558.92 ms [2022-03-22 22:00:01 main:574] : INFO : Epoch 1999 | loss: 0.0310802 | val_loss: 0.0311806 | Time: 2444.39 ms [2022-03-22 22:00:03 main:574] : INFO : Epoch 2000 | loss: 0.0310785 | val_loss: 0.0311674 | Time: 2325 ms [2022-03-22 22:00:06 main:574] : INFO : Epoch 2001 | loss: 0.0310815 | val_loss: 0.0311723 | Time: 2505.48 ms [2022-03-22 22:00:08 main:574] : INFO : Epoch 2002 | loss: 0.03108 | val_loss: 0.0311747 | Time: 2327.35 ms [2022-03-22 22:00:11 main:574] : INFO : Epoch 2003 | loss: 0.0310782 | val_loss: 0.0311813 | Time: 2520.21 ms [2022-03-22 22:00:14 main:574] : INFO : Epoch 2004 | loss: 0.0310784 | val_loss: 0.0311838 | Time: 2454.89 ms [2022-03-22 22:00:16 main:574] : INFO : Epoch 2005 | loss: 0.0310856 | val_loss: 0.031181 | Time: 2559.66 ms [2022-03-22 22:00:19 main:574] : INFO : Epoch 2006 | loss: 0.0310935 | val_loss: 0.0311903 | Time: 2442.28 ms [2022-03-22 22:00:21 main:574] : INFO : Epoch 2007 | loss: 0.0310895 | val_loss: 0.0311711 | Time: 2336.99 ms [2022-03-22 22:00:24 main:574] : INFO : Epoch 2008 | loss: 0.0311049 | val_loss: 0.031161 | Time: 2333.03 ms [2022-03-22 22:00:26 main:574] : INFO : Epoch 2009 | loss: 0.0311032 | val_loss: 0.0311653 | Time: 2460.43 ms [2022-03-22 22:00:29 main:574] : INFO : Epoch 2010 | loss: 0.0310998 | val_loss: 0.0311668 | Time: 2434.55 ms [2022-03-22 22:00:31 main:574] : INFO : Epoch 2011 | loss: 0.0310936 | val_loss: 0.0311651 | Time: 2550.41 ms [2022-03-22 22:00:34 main:574] : INFO : Epoch 2012 | loss: 0.0310873 | val_loss: 0.0311661 | Time: 2451.4 ms [2022-03-22 22:00:36 main:574] : INFO : Epoch 2013 | loss: 0.0310849 | val_loss: 0.0311732 | Time: 2332.77 ms [2022-03-22 22:00:39 main:574] : INFO : Epoch 2014 | loss: 0.0310872 | val_loss: 0.0311721 | Time: 2329.47 ms [2022-03-22 22:00:41 main:574] : INFO : Epoch 2015 | loss: 0.0310905 | val_loss: 0.0311827 | Time: 2332.03 ms [2022-03-22 22:00:43 main:574] : INFO : Epoch 2016 | loss: 0.0310874 | val_loss: 0.0311669 | Time: 2328.04 ms [2022-03-22 22:00:46 main:574] : INFO : Epoch 2017 | loss: 0.0310836 | val_loss: 0.031181 | Time: 2470.08 ms [2022-03-22 22:00:48 main:574] : INFO : Epoch 2018 | loss: 0.031082 | val_loss: 0.0311762 | Time: 2434.82 ms [2022-03-22 22:00:51 main:574] : INFO : Epoch 2019 | loss: 0.0310825 | val_loss: 0.0311771 | Time: 2328.8 ms [2022-03-22 22:00:53 main:574] : INFO : Epoch 2020 | loss: 0.0310809 | val_loss: 0.0311723 | Time: 2330.75 ms [2022-03-22 22:00:56 main:574] : INFO : Epoch 2021 | loss: 0.0310809 | val_loss: 0.0311807 | Time: 2332.51 ms [2022-03-22 22:00:58 main:574] : INFO : Epoch 2022 | loss: 0.03108 | val_loss: 0.031178 | Time: 2334.47 ms [2022-03-22 22:01:00 main:574] : INFO : Epoch 2023 | loss: 0.0310807 | val_loss: 0.0311742 | Time: 2326.49 ms [2022-03-22 22:01:03 main:574] : INFO : Epoch 2024 | loss: 0.0310797 | val_loss: 0.0311701 | Time: 2454.68 ms [2022-03-22 22:01:05 main:574] : INFO : Epoch 2025 | loss: 0.031081 | val_loss: 0.0311817 | Time: 2330.51 ms [2022-03-22 22:01:08 main:574] : INFO : Epoch 2026 | loss: 0.0310784 | val_loss: 0.0311801 | Time: 2537.18 ms [2022-03-22 22:01:10 main:574] : INFO : Epoch 2027 | loss: 0.0310804 | val_loss: 0.0311767 | Time: 2329.8 ms [2022-03-22 22:01:13 main:574] : INFO : Epoch 2028 | loss: 0.0310782 | val_loss: 0.0311741 | Time: 2325 ms [2022-03-22 22:01:15 main:574] : INFO : Epoch 2029 | loss: 0.0310805 | val_loss: 0.0311809 | Time: 2484.34 ms [2022-03-22 22:01:18 main:574] : INFO : Epoch 2030 | loss: 0.0310784 | val_loss: 0.031178 | Time: 2438.89 ms [2022-03-22 22:01:21 main:574] : INFO : Epoch 2031 | loss: 0.0310767 | val_loss: 0.0311809 | Time: 2547.39 ms [2022-03-22 22:01:23 main:574] : INFO : Epoch 2032 | loss: 0.0310785 | val_loss: 0.0311794 | Time: 2333.75 ms [2022-03-22 22:01:25 main:574] : INFO : Epoch 2033 | loss: 0.0310789 | val_loss: 0.0311818 | Time: 2330.68 ms [2022-03-22 22:01:28 main:574] : INFO : Epoch 2034 | loss: 0.0310786 | val_loss: 0.0311786 | Time: 2492.45 ms [2022-03-22 22:01:30 main:574] : INFO : Epoch 2035 | loss: 0.0310778 | val_loss: 0.0311684 | Time: 2328.02 ms [2022-03-22 22:01:33 main:574] : INFO : Epoch 2036 | loss: 0.0310794 | val_loss: 0.0311856 | Time: 2512.38 ms [2022-03-22 22:01:35 main:574] : INFO : Epoch 2037 | loss: 0.0310759 | val_loss: 0.0311801 | Time: 2448.57 ms [2022-03-22 22:01:38 main:574] : INFO : Epoch 2038 | loss: 0.0310741 | val_loss: 0.0311818 | Time: 2432.31 ms [2022-03-22 22:01:41 main:574] : INFO : Epoch 2039 | loss: 0.0310783 | val_loss: 0.0311783 | Time: 2550.69 ms [2022-03-22 22:01:43 main:574] : INFO : Epoch 2040 | loss: 0.0310835 | val_loss: 0.0311695 | Time: 2440.4 ms [2022-03-22 22:01:46 main:574] : INFO : Epoch 2041 | loss: 0.0310823 | val_loss: 0.0311754 | Time: 2429.18 ms [2022-03-22 22:01:48 main:574] : INFO : Epoch 2042 | loss: 0.031079 | val_loss: 0.0311791 | Time: 2426.23 ms [2022-03-22 22:01:51 main:574] : INFO : Epoch 2043 | loss: 0.0310817 | val_loss: 0.0311772 | Time: 2431.61 ms [2022-03-22 22:01:53 main:574] : INFO : Epoch 2044 | loss: 0.0310877 | val_loss: 0.0311791 | Time: 2429.62 ms [2022-03-22 22:01:56 main:574] : INFO : Epoch 2045 | loss: 0.0310845 | val_loss: 0.031172 | Time: 2329.69 ms [2022-03-22 22:01:58 main:574] : INFO : Epoch 2046 | loss: 0.0310864 | val_loss: 0.0311813 | Time: 2499.99 ms [2022-03-22 22:02:01 main:574] : INFO : Epoch 2047 | loss: 0.0310808 | val_loss: 0.0311724 | Time: 2441.27 ms [2022-03-22 22:02:03 main:574] : INFO : Epoch 2048 | loss: 0.0310831 | val_loss: 0.0311777 | Time: 2552.13 ms [2022-03-22 22:02:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311777 [2022-03-22 22:02:03 main:603] : INFO : Saving end state to config to file [2022-03-22 22:02:03 main:608] : INFO : Success, exiting.. 22:02:04 (2916): 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)