Task 14243945
| Name | ParityModified-1647046921-25899-1-0_1 |
| Workunit | 10872789 |
| Created | 2 Apr 2022, 11:12:41 UTC |
| Sent | 2 Apr 2022, 12:52:39 UTC |
| Report deadline | 10 Apr 2022, 12:52:39 UTC |
| Received | 3 Apr 2022, 16:45:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6082 |
| Run time | 5 hours 20 min 21 sec |
| CPU time | 59 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,565.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> poch 1542 | loss: 0.0310731 | val_loss: 0.0311803 | Time: 2478.02 ms [2022-04-03 10:21:30 main:574] : INFO : Epoch 1543 | loss: 0.0310715 | val_loss: 0.0311823 | Time: 2272.17 ms [2022-04-03 10:21:32 main:574] : INFO : Epoch 1544 | loss: 0.031079 | val_loss: 0.0311775 | Time: 2604.76 ms [2022-04-03 10:21:35 main:574] : INFO : Epoch 1545 | loss: 0.031095 | val_loss: 0.0311845 | Time: 2259.05 ms [2022-04-03 10:21:37 main:574] : INFO : Epoch 1546 | loss: 0.0310813 | val_loss: 0.0311891 | Time: 2383.69 ms [2022-04-03 10:21:40 main:574] : INFO : Epoch 1547 | loss: 0.0310733 | val_loss: 0.0311854 | Time: 2464.31 ms [2022-04-03 10:21:42 main:574] : INFO : Epoch 1548 | loss: 0.0310718 | val_loss: 0.0311877 | Time: 2245.31 ms [2022-04-03 10:21:45 main:574] : INFO : Epoch 1549 | loss: 0.0310646 | val_loss: 0.031196 | Time: 2630.41 ms [2022-04-03 10:21:47 main:574] : INFO : Epoch 1550 | loss: 0.0310649 | val_loss: 0.0311894 | Time: 2288.15 ms [2022-04-03 10:21:49 main:574] : INFO : Epoch 1551 | loss: 0.0310658 | val_loss: 0.0311842 | Time: 2583.32 ms [2022-04-03 10:21:52 main:574] : INFO : Epoch 1552 | loss: 0.0310687 | val_loss: 0.0311977 | Time: 2393.51 ms [2022-04-03 10:21:54 main:574] : INFO : Epoch 1553 | loss: 0.0310835 | val_loss: 0.0311743 | Time: 2551.86 ms [2022-04-03 10:21:57 main:574] : INFO : Epoch 1554 | loss: 0.0310922 | val_loss: 0.0311878 | Time: 2393.17 ms [2022-04-03 10:21:59 main:574] : INFO : Epoch 1555 | loss: 0.0310829 | val_loss: 0.0311825 | Time: 2509.69 ms [2022-04-03 10:22:02 main:574] : INFO : Epoch 1556 | loss: 0.0310754 | val_loss: 0.0311944 | Time: 2309.77 ms [2022-04-03 10:22:04 main:574] : INFO : Epoch 1557 | loss: 0.0310653 | val_loss: 0.0311873 | Time: 2632.4 ms [2022-04-03 10:22:07 main:574] : INFO : Epoch 1558 | loss: 0.031063 | val_loss: 0.031197 | Time: 2259.15 ms [2022-04-03 10:22:09 main:574] : INFO : Epoch 1559 | loss: 0.0310606 | val_loss: 0.0311968 | Time: 2489.38 ms [2022-04-03 10:22:12 main:574] : INFO : Epoch 1560 | loss: 0.0310577 | val_loss: 0.0311899 | Time: 2323.42 ms [2022-04-03 10:22:14 main:574] : INFO : Epoch 1561 | loss: 0.0310623 | val_loss: 0.031189 | Time: 2601.76 ms [2022-04-03 10:22:17 main:574] : INFO : Epoch 1562 | loss: 0.031064 | val_loss: 0.0311947 | Time: 2366.29 ms [2022-04-03 10:22:19 main:574] : INFO : Epoch 1563 | loss: 0.0310618 | val_loss: 0.0312132 | Time: 2396.18 ms [2022-04-03 10:22:22 main:574] : INFO : Epoch 1564 | loss: 0.0310872 | val_loss: 0.0311839 | Time: 2504.11 ms [2022-04-03 10:22:24 main:574] : INFO : Epoch 1565 | loss: 0.0310779 | val_loss: 0.0311912 | Time: 2662.21 ms [2022-04-03 10:22:27 main:574] : INFO : Epoch 1566 | loss: 0.0310653 | val_loss: 0.0311767 | Time: 2528.07 ms [2022-04-03 10:22:29 main:574] : INFO : Epoch 1567 | loss: 0.0310616 | val_loss: 0.0312061 | Time: 2338.98 ms [2022-04-03 10:22:32 main:574] : INFO : Epoch 1568 | loss: 0.0310591 | val_loss: 0.0311894 | Time: 2439.1 ms [2022-04-03 10:22:34 main:574] : INFO : Epoch 1569 | loss: 0.0310589 | val_loss: 0.0311951 | Time: 2465.94 ms [2022-04-03 10:22:37 main:574] : INFO : Epoch 1570 | loss: 0.0310571 | val_loss: 0.0311905 | Time: 2412.06 ms [2022-04-03 10:22:39 main:574] : INFO : Epoch 1571 | loss: 0.031058 | val_loss: 0.0312007 | Time: 2499.39 ms [2022-04-03 10:22:42 main:574] : INFO : Epoch 1572 | loss: 0.0310551 | val_loss: 0.0311976 | Time: 2279.25 ms [2022-04-03 10:22:44 main:574] : INFO : Epoch 1573 | loss: 0.0310532 | val_loss: 0.0311909 | Time: 2588.03 ms [2022-04-03 10:22:47 main:574] : INFO : Epoch 1574 | loss: 0.0310585 | val_loss: 0.0311939 | Time: 2284.9 ms [2022-04-03 10:22:49 main:574] : INFO : Epoch 1575 | loss: 0.0310591 | val_loss: 0.0311865 | Time: 2624.19 ms [2022-04-03 10:22:52 main:574] : INFO : Epoch 1576 | loss: 0.0310607 | val_loss: 0.0311895 | Time: 2358.33 ms [2022-04-03 10:22:54 main:574] : INFO : Epoch 1577 | loss: 0.0310642 | val_loss: 0.0311772 | Time: 2635.24 ms [2022-04-03 10:22:57 main:574] : INFO : Epoch 1578 | loss: 0.0310865 | val_loss: 0.0311868 | Time: 2473.08 ms [2022-04-03 10:22:59 main:574] : INFO : Epoch 1579 | loss: 0.0310755 | val_loss: 0.0311923 | Time: 2478.64 ms [2022-04-03 10:23:02 main:574] : INFO : Epoch 1580 | loss: 0.0310721 | val_loss: 0.0312006 | Time: 2432.91 ms [2022-04-03 10:23:04 main:574] : INFO : Epoch 1581 | loss: 0.0310675 | val_loss: 0.0312029 | Time: 2418.48 ms [2022-04-03 10:23:07 main:574] : INFO : Epoch 1582 | loss: 0.0310686 | val_loss: 0.0311858 | Time: 2448.48 ms [2022-04-03 10:23:09 main:574] : INFO : Epoch 1583 | loss: 0.0310649 | val_loss: 0.0311834 | Time: 2446.57 ms [2022-04-03 10:23:12 main:574] : INFO : Epoch 1584 | loss: 0.031069 | val_loss: 0.0311924 | Time: 2298.83 ms [2022-04-03 10:23:14 main:574] : INFO : Epoch 1585 | loss: 0.0310618 | val_loss: 0.0311872 | Time: 2403.36 ms [2022-04-03 10:23:17 main:574] : INFO : Epoch 1586 | loss: 0.0310633 | val_loss: 0.0312119 | Time: 2449.66 ms [2022-04-03 10:23:19 main:574] : INFO : Epoch 1587 | loss: 0.0310603 | val_loss: 0.0311809 | Time: 2489.39 ms [2022-04-03 10:23:22 main:574] : INFO : Epoch 1588 | loss: 0.0310607 | val_loss: 0.0311893 | Time: 2522.52 ms [2022-04-03 10:23:24 main:574] : INFO : Epoch 1589 | loss: 0.0310691 | val_loss: 0.0311879 | Time: 2582.97 ms [2022-04-03 10:23:27 main:574] : INFO : Epoch 1590 | loss: 0.0310858 | val_loss: 0.0311823 | Time: 2264.07 ms [2022-04-03 10:23:29 main:574] : INFO : Epoch 1591 | loss: 0.0310862 | val_loss: 0.0311799 | Time: 2538.82 ms [2022-04-03 10:23:32 main:574] : INFO : Epoch 1592 | loss: 0.0310764 | val_loss: 0.0311776 | Time: 2335.1 ms [2022-04-03 10:23:34 main:574] : INFO : Epoch 1593 | loss: 0.0310678 | val_loss: 0.031196 | Time: 2555.47 ms [2022-04-03 10:23:37 main:574] : INFO : Epoch 1594 | loss: 0.0310608 | val_loss: 0.0311924 | Time: 2415.97 ms [2022-04-03 10:23:39 main:574] : INFO : Epoch 1595 | loss: 0.0310677 | val_loss: 0.0311846 | Time: 2536.84 ms [2022-04-03 10:23:42 main:574] : INFO : Epoch 1596 | loss: 0.0310648 | val_loss: 0.0311842 | Time: 2395.23 ms [2022-04-03 10:23:44 main:574] : INFO : Epoch 1597 | loss: 0.0310647 | val_loss: 0.0311823 | Time: 2465.81 ms [2022-04-03 10:23:47 main:574] : INFO : Epoch 1598 | loss: 0.0310682 | val_loss: 0.0311892 | Time: 2389.97 ms [2022-04-03 10:23:49 main:574] : INFO : Epoch 1599 | loss: 0.0310644 | val_loss: 0.0311758 | Time: 2595.78 ms [2022-04-03 10:23:52 main:574] : INFO : Epoch 1600 | loss: 0.0310686 | val_loss: 0.0312196 | Time: 2397.29 ms [2022-04-03 10:23:54 main:574] : INFO : Epoch 1601 | loss: 0.0310654 | val_loss: 0.031192 | Time: 2216.96 ms [2022-04-03 10:23:56 main:574] : INFO : Epoch 1602 | loss: 0.0310702 | val_loss: 0.0311887 | Time: 2557.92 ms [2022-04-03 10:23:59 main:574] : INFO : Epoch 1603 | loss: 0.0310665 | val_loss: 0.0311958 | Time: 2603.25 ms [2022-04-03 10:24:02 main:574] : INFO : Epoch 1604 | loss: 0.0310616 | val_loss: 0.0311836 | Time: 2490.26 ms [2022-04-03 10:24:04 main:574] : INFO : Epoch 1605 | loss: 0.0310577 | val_loss: 0.0311874 | Time: 2310.56 ms [2022-04-03 10:24:07 main:574] : INFO : Epoch 1606 | loss: 0.0310544 | val_loss: 0.0311938 | Time: 2454.26 ms [2022-04-03 10:24:09 main:574] : INFO : Epoch 1607 | loss: 0.0310653 | val_loss: 0.0311957 | Time: 2230.56 ms [2022-04-03 10:24:11 main:574] : INFO : Epoch 1608 | loss: 0.0310643 | val_loss: 0.0311996 | Time: 2507.05 ms [2022-04-03 10:24:14 main:574] : INFO : Epoch 1609 | loss: 0.0310634 | val_loss: 0.031189 | Time: 2347.38 ms [2022-04-03 10:24:16 main:574] : INFO : Epoch 1610 | loss: 0.0310663 | val_loss: 0.0311962 | Time: 2581.59 ms [2022-04-03 10:24:19 main:574] : INFO : Epoch 1611 | loss: 0.0310595 | val_loss: 0.0311973 | Time: 2405.74 ms [2022-04-03 10:24:21 main:574] : INFO : Epoch 1612 | loss: 0.0310585 | val_loss: 0.0311968 | Time: 2522.36 ms [2022-04-03 10:24:24 main:574] : INFO : Epoch 1613 | loss: 0.0310598 | val_loss: 0.0312003 | Time: 2430.37 ms [2022-04-03 10:24:26 main:574] : INFO : Epoch 1614 | loss: 0.0310634 | val_loss: 0.0311975 | Time: 2523.41 ms [2022-04-03 10:24:29 main:574] : INFO : Epoch 1615 | loss: 0.0310559 | val_loss: 0.0312217 | Time: 2338.77 ms [2022-04-03 10:24:31 main:574] : INFO : Epoch 1616 | loss: 0.0310578 | val_loss: 0.0311922 | Time: 2490.75 ms [2022-04-03 10:24:34 main:574] : INFO : Epoch 1617 | loss: 0.0310584 | val_loss: 0.0311904 | Time: 2468.33 ms [2022-04-03 10:24:37 main:574] : INFO : Epoch 1618 | loss: 0.0310608 | val_loss: 0.0311928 | Time: 2657.25 ms [2022-04-03 10:24:39 main:574] : INFO : Epoch 1619 | loss: 0.0310636 | val_loss: 0.0311951 | Time: 2477.76 ms [2022-04-03 10:24:42 main:574] : INFO : Epoch 1620 | loss: 0.0310668 | val_loss: 0.0311924 | Time: 2408.53 ms [2022-04-03 10:24:44 main:574] : INFO : Epoch 1621 | loss: 0.0310616 | val_loss: 0.0311854 | Time: 2285.68 ms [2022-04-03 10:24:47 main:574] : INFO : Epoch 1622 | loss: 0.0310584 | val_loss: 0.0311881 | Time: 2363.22 ms [2022-04-03 10:24:49 main:574] : INFO : Epoch 1623 | loss: 0.0310583 | val_loss: 0.03119 | Time: 2485.67 ms [2022-04-03 10:25:03 main:574] : INFO : Epoch 1624 | loss: 0.0310617 | val_loss: 0.0312078 | Time: 13792.5 ms [2022-04-03 10:25:07 main:574] : INFO : Epoch 1625 | loss: 0.0310646 | val_loss: 0.0311939 | Time: 3245.81 ms [2022-04-03 10:25:10 main:574] : INFO : Epoch 1626 | loss: 0.03106 | val_loss: 0.0312035 | Time: 3043.58 ms [2022-04-03 10:25:15 main:574] : INFO : Epoch 1627 | loss: 0.0310578 | val_loss: 0.0311919 | Time: 4622.77 ms [2022-04-03 10:25:20 main:574] : INFO : Epoch 1628 | loss: 0.0310584 | val_loss: 0.0311812 | Time: 2867.37 ms [2022-04-03 10:25:22 main:574] : INFO : Epoch 1629 | loss: 0.0310733 | val_loss: 0.0312085 | Time: 2361.92 ms [2022-04-03 10:25:25 main:574] : INFO : Epoch 1630 | loss: 0.0310692 | val_loss: 0.0311918 | Time: 2677.32 ms [2022-04-03 10:25:27 main:574] : INFO : Epoch 1631 | loss: 0.0310572 | val_loss: 0.0311811 | Time: 2625.63 ms [2022-04-03 10:25:30 main:574] : INFO : Epoch 1632 | loss: 0.031056 | val_loss: 0.0312022 | Time: 2511.36 ms [2022-04-03 10:25:33 main:574] : INFO : Epoch 1633 | loss: 0.0310591 | val_loss: 0.0311968 | Time: 2645.24 ms [2022-04-03 10:25:36 main:574] : INFO : Epoch 1634 | loss: 0.0310576 | val_loss: 0.0311874 | Time: 2853.43 ms [2022-04-03 10:25:38 main:574] : INFO : Epoch 1635 | loss: 0.0310578 | val_loss: 0.0312223 | Time: 2663.77 ms [2022-04-03 10:25:41 main:574] : INFO : Epoch 1636 | loss: 0.0310674 | val_loss: 0.0311979 | Time: 2688.62 ms [2022-04-03 10:25:44 main:574] : INFO : Epoch 1637 | loss: 0.0310613 | val_loss: 0.0311874 | Time: 2685.92 ms [2022-04-03 10:25:47 main:574] : INFO : Epoch 1638 | loss: 0.0310598 | val_loss: 0.0311974 | Time: 2823.6 ms [2022-04-03 10:25:49 main:574] : INFO : Epoch 1639 | loss: 0.0310575 | val_loss: 0.0312056 | Time: 2875.29 ms [2022-04-03 10:25:52 main:574] : INFO : Epoch 1640 | loss: 0.0310498 | val_loss: 0.0311986 | Time: 2626.05 ms [2022-04-03 10:25:55 main:574] : INFO : Epoch 1641 | loss: 0.0310648 | val_loss: 0.0311898 | Time: 2724.65 ms [2022-04-03 10:25:58 main:574] : INFO : Epoch 1642 | loss: 0.031065 | val_loss: 0.0311983 | Time: 2736.17 ms [2022-04-03 10:26:00 main:574] : INFO : Epoch 1643 | loss: 0.0310626 | val_loss: 0.0311968 | Time: 2582.65 ms [2022-04-03 10:26:03 main:574] : INFO : Epoch 1644 | loss: 0.0310625 | val_loss: 0.0311911 | Time: 2393.81 ms [2022-04-03 10:26:05 main:574] : INFO : Epoch 1645 | loss: 0.0310657 | val_loss: 0.0311918 | Time: 2594.63 ms [2022-04-03 10:26:08 main:574] : INFO : Epoch 1646 | loss: 0.0310604 | val_loss: 0.0311931 | Time: 2486.27 ms [2022-04-03 10:26:11 main:574] : INFO : Epoch 1647 | loss: 0.0310646 | val_loss: 0.0311922 | Time: 2672.51 ms [2022-04-03 10:26:13 main:574] : INFO : Epoch 1648 | loss: 0.0310662 | val_loss: 0.0311878 | Time: 2468.57 ms [2022-04-03 10:26:17 main:574] : INFO : Epoch 1649 | loss: 0.0310621 | val_loss: 0.0311973 | Time: 3819.05 ms [2022-04-03 10:26:20 main:574] : INFO : Epoch 1650 | loss: 0.0310633 | val_loss: 0.031219 | Time: 2681.92 ms [2022-04-03 10:26:22 main:574] : INFO : Epoch 1651 | loss: 0.0310603 | val_loss: 0.0311873 | Time: 2530.71 ms [2022-04-03 10:26:25 main:574] : INFO : Epoch 1652 | loss: 0.0310715 | val_loss: 0.0312029 | Time: 2492.88 ms [2022-04-03 10:26:28 main:574] : INFO : Epoch 1653 | loss: 0.0310641 | val_loss: 0.0311927 | Time: 2650.41 ms [2022-04-03 10:26:30 main:574] : INFO : Epoch 1654 | loss: 0.0310579 | val_loss: 0.0312052 | Time: 2602.79 ms [2022-04-03 10:26:33 main:574] : INFO : Epoch 1655 | loss: 0.0310585 | val_loss: 0.031186 | Time: 2542.1 ms [2022-04-03 10:26:36 main:574] : INFO : Epoch 1656 | loss: 0.0310623 | val_loss: 0.0312081 | Time: 2857.07 ms [2022-04-03 10:26:38 main:574] : INFO : Epoch 1657 | loss: 0.0310564 | val_loss: 0.0311857 | Time: 2663.77 ms [2022-04-03 10:26:41 main:574] : INFO : Epoch 1658 | loss: 0.0310546 | val_loss: 0.0311835 | Time: 2367.32 ms [2022-04-03 10:26:44 main:574] : INFO : Epoch 1659 | loss: 0.0310572 | val_loss: 0.0312186 | Time: 2753.96 ms [2022-04-03 10:26:46 main:574] : INFO : Epoch 1660 | loss: 0.0310936 | val_loss: 0.0311742 | Time: 2633.05 ms [2022-04-03 10:26:50 main:574] : INFO : Epoch 1661 | loss: 0.0311005 | val_loss: 0.0311813 | Time: 3564.29 ms [2022-04-03 10:27:03 main:574] : INFO : Epoch 1662 | loss: 0.0310849 | val_loss: 0.0311858 | Time: 12675.8 ms [2022-04-03 10:27:06 main:574] : INFO : Epoch 1663 | loss: 0.0310732 | val_loss: 0.0311915 | Time: 2718.44 ms [2022-04-03 10:27:08 main:574] : INFO : Epoch 1664 | loss: 0.0310693 | val_loss: 0.0312038 | Time: 2510.03 ms [2022-04-03 10:27:11 main:574] : INFO : Epoch 1665 | loss: 0.0310627 | val_loss: 0.0311933 | Time: 2581.36 ms [2022-04-03 10:27:14 main:574] : INFO : Epoch 1666 | loss: 0.0310585 | val_loss: 0.031195 | Time: 2808.76 ms [2022-04-03 10:27:16 main:574] : INFO : Epoch 1667 | loss: 0.031058 | val_loss: 0.0311872 | Time: 2759.67 ms [2022-04-03 10:27:19 main:574] : INFO : Epoch 1668 | loss: 0.0310581 | val_loss: 0.0311935 | Time: 2396.04 ms [2022-04-03 10:27:30 main:574] : INFO : Epoch 1669 | loss: 0.0310589 | val_loss: 0.031203 | Time: 11114.4 ms [2022-04-03 10:27:33 main:574] : INFO : Epoch 1670 | loss: 0.0310969 | val_loss: 0.0311589 | Time: 2588.36 ms [2022-04-03 10:27:35 main:574] : INFO : Epoch 1671 | loss: 0.0311355 | val_loss: 0.0311597 | Time: 2495.85 ms [2022-04-03 10:27:38 main:574] : INFO : Epoch 1672 | loss: 0.0311243 | val_loss: 0.0311638 | Time: 2753.17 ms [2022-04-03 10:27:41 main:574] : INFO : Epoch 1673 | loss: 0.0311163 | val_loss: 0.0311691 | Time: 2736.52 ms [2022-04-03 10:27:43 main:574] : INFO : Epoch 1674 | loss: 0.0311055 | val_loss: 0.0311722 | Time: 2343.56 ms [2022-04-03 10:27:46 main:574] : INFO : Epoch 1675 | loss: 0.0310958 | val_loss: 0.0311857 | Time: 2662.38 ms [2022-04-03 10:27:48 main:574] : INFO : Epoch 1676 | loss: 0.0310853 | val_loss: 0.0311758 | Time: 2516.61 ms [2022-04-03 10:27:51 main:574] : INFO : Epoch 1677 | loss: 0.03108 | val_loss: 0.0311819 | Time: 2437.87 ms [2022-04-03 10:27:54 main:574] : INFO : Epoch 1678 | loss: 0.031076 | val_loss: 0.0311816 | Time: 2441.27 ms [2022-04-03 10:27:56 main:574] : INFO : Epoch 1679 | loss: 0.0310717 | val_loss: 0.0311898 | Time: 2631.61 ms [2022-04-03 10:27:59 main:574] : INFO : Epoch 1680 | loss: 0.031066 | val_loss: 0.0311857 | Time: 2550.64 ms [2022-04-03 10:28:02 main:574] : INFO : Epoch 1681 | loss: 0.0310689 | val_loss: 0.031197 | Time: 2684.74 ms [2022-04-03 10:28:05 main:574] : INFO : Epoch 1682 | loss: 0.0310693 | val_loss: 0.0311884 | Time: 2809.58 ms [2022-04-03 10:28:07 main:574] : INFO : Epoch 1683 | loss: 0.0310744 | val_loss: 0.0311985 | Time: 2616.42 ms [2022-04-03 10:28:10 main:574] : INFO : Epoch 1684 | loss: 0.0310774 | val_loss: 0.0311791 | Time: 2569.99 ms [2022-04-03 10:28:12 main:574] : INFO : Epoch 1685 | loss: 0.0310725 | val_loss: 0.0311875 | Time: 2388.46 ms [2022-04-03 10:28:15 main:574] : INFO : Epoch 1686 | loss: 0.0310717 | val_loss: 0.0311912 | Time: 2619.34 ms [2022-04-03 10:28:18 main:574] : INFO : Epoch 1687 | loss: 0.0310695 | val_loss: 0.031196 | Time: 2674.59 ms [2022-04-03 10:28:20 main:574] : INFO : Epoch 1688 | loss: 0.0310658 | val_loss: 0.0311852 | Time: 2359.01 ms [2022-04-03 10:28:23 main:574] : INFO : Epoch 1689 | loss: 0.0310635 | val_loss: 0.0311946 | Time: 2611.6 ms [2022-04-03 10:28:26 main:574] : INFO : Epoch 1690 | loss: 0.0310653 | val_loss: 0.0311858 | Time: 2764.26 ms [2022-04-03 10:28:28 main:574] : INFO : Epoch 1691 | loss: 0.0310885 | val_loss: 0.0311824 | Time: 2589.21 ms [2022-04-03 10:28:31 main:574] : INFO : Epoch 1692 | loss: 0.0310819 | val_loss: 0.0311764 | Time: 2513.53 ms [2022-04-03 10:28:34 main:574] : INFO : Epoch 1693 | loss: 0.0310702 | val_loss: 0.0311872 | Time: 2624.51 ms [2022-04-03 10:28:36 main:574] : INFO : Epoch 1694 | loss: 0.0310628 | val_loss: 0.0311946 | Time: 2530.23 ms [2022-04-03 10:28:39 main:574] : INFO : Epoch 1695 | loss: 0.0310601 | val_loss: 0.0311802 | Time: 2545.47 ms [2022-04-03 10:28:41 main:574] : INFO : Epoch 1696 | loss: 0.0310614 | val_loss: 0.0312074 | Time: 2548.14 ms [2022-04-03 10:28:44 main:574] : INFO : Epoch 1697 | loss: 0.0310636 | val_loss: 0.0311911 | Time: 2525.71 ms [2022-04-03 10:28:46 main:574] : INFO : Epoch 1698 | loss: 0.0310634 | val_loss: 0.0311846 | Time: 2568.77 ms [2022-04-03 10:28:50 main:574] : INFO : Epoch 1699 | loss: 0.0310593 | val_loss: 0.0311959 | Time: 3295.73 ms [2022-04-03 10:28:55 main:574] : INFO : Epoch 1700 | loss: 0.0310611 | val_loss: 0.031193 | Time: 2366.92 ms [2022-04-03 10:28:58 main:574] : INFO : Epoch 1701 | loss: 0.0310614 | val_loss: 0.0311916 | Time: 2670.53 ms [2022-04-03 10:29:01 main:574] : INFO : Epoch 1702 | loss: 0.0310594 | val_loss: 0.0311972 | Time: 2760.48 ms [2022-04-03 10:29:03 main:574] : INFO : Epoch 1703 | loss: 0.0310584 | val_loss: 0.0311843 | Time: 2548.83 ms [2022-04-03 10:29:06 main:574] : INFO : Epoch 1704 | loss: 0.0310608 | val_loss: 0.0311847 | Time: 2605.72 ms [2022-04-03 10:29:09 main:574] : INFO : Epoch 1705 | loss: 0.0310633 | val_loss: 0.0311946 | Time: 2595.93 ms [2022-04-03 10:29:11 main:574] : INFO : Epoch 1706 | loss: 0.0310603 | val_loss: 0.0312004 | Time: 2498.25 ms [2022-04-03 10:29:14 main:574] : INFO : Epoch 1707 | loss: 0.0310616 | val_loss: 0.0311854 | Time: 2593.48 ms [2022-04-03 10:29:16 main:574] : INFO : Epoch 1708 | loss: 0.0310742 | val_loss: 0.0311897 | Time: 2553.08 ms [2022-04-03 10:29:19 main:574] : INFO : Epoch 1709 | loss: 0.0311015 | val_loss: 0.0311776 | Time: 2561.18 ms [2022-04-03 10:29:22 main:574] : INFO : Epoch 1710 | loss: 0.0310905 | val_loss: 0.0311866 | Time: 2882.27 ms [2022-04-03 10:29:24 main:574] : INFO : Epoch 1711 | loss: 0.0310801 | val_loss: 0.0311875 | Time: 2490.89 ms [2022-04-03 10:29:27 main:574] : INFO : Epoch 1712 | loss: 0.0310742 | val_loss: 0.0312022 | Time: 2559.5 ms [2022-04-03 10:29:29 main:574] : INFO : Epoch 1713 | loss: 0.031078 | val_loss: 0.0311947 | Time: 2437.7 ms [2022-04-03 10:29:32 main:574] : INFO : Epoch 1714 | loss: 0.0310795 | val_loss: 0.0311815 | Time: 2544.11 ms [2022-04-03 10:29:35 main:574] : INFO : Epoch 1715 | loss: 0.0310716 | val_loss: 0.0311824 | Time: 2792.97 ms [2022-04-03 10:29:37 main:574] : INFO : Epoch 1716 | loss: 0.0310616 | val_loss: 0.0311835 | Time: 2477.8 ms [2022-04-03 10:29:40 main:574] : INFO : Epoch 1717 | loss: 0.0310636 | val_loss: 0.0311948 | Time: 2660.51 ms [2022-04-03 10:29:43 main:574] : INFO : Epoch 1718 | loss: 0.0310635 | val_loss: 0.0312013 | Time: 2777.3 ms [2022-04-03 10:29:45 main:574] : INFO : Epoch 1719 | loss: 0.03106 | val_loss: 0.0311966 | Time: 2412.99 ms [2022-04-03 10:29:48 main:574] : INFO : Epoch 1720 | loss: 0.0310604 | val_loss: 0.0311956 | Time: 2670.06 ms [2022-04-03 10:29:51 main:574] : INFO : Epoch 1721 | loss: 0.0310579 | val_loss: 0.0311888 | Time: 2682.64 ms [2022-04-03 10:29:53 main:574] : INFO : Epoch 1722 | loss: 0.0310596 | val_loss: 0.0311985 | Time: 2865.02 ms [2022-04-03 10:29:56 main:574] : INFO : Epoch 1723 | loss: 0.0310645 | val_loss: 0.0311795 | Time: 2629.04 ms [2022-04-03 10:30:02 main:574] : INFO : Epoch 1724 | loss: 0.0310612 | val_loss: 0.0311893 | Time: 5329.42 ms [2022-04-03 10:30:04 main:574] : INFO : Epoch 1725 | loss: 0.0310592 | val_loss: 0.0311965 | Time: 2673.09 ms [2022-04-03 10:30:07 main:574] : INFO : Epoch 1726 | loss: 0.0310665 | val_loss: 0.0311841 | Time: 2589.27 ms [2022-04-03 10:30:09 main:574] : INFO : Epoch 1727 | loss: 0.0310616 | val_loss: 0.0311894 | Time: 2281.69 ms [2022-04-03 10:30:12 main:574] : INFO : Epoch 1728 | loss: 0.0310616 | val_loss: 0.031173 | Time: 2535.1 ms [2022-04-03 10:30:15 main:574] : INFO : Epoch 1729 | loss: 0.0310594 | val_loss: 0.0312055 | Time: 2652.75 ms [2022-04-03 10:30:17 main:574] : INFO : Epoch 1730 | loss: 0.0310633 | val_loss: 0.0311833 | Time: 2548.79 ms [2022-04-03 10:30:20 main:574] : INFO : Epoch 1731 | loss: 0.0310608 | val_loss: 0.0311934 | Time: 2466.14 ms [2022-04-03 10:30:22 main:574] : INFO : Epoch 1732 | loss: 0.0310627 | val_loss: 0.0311835 | Time: 2385.92 ms [2022-04-03 10:30:25 main:574] : INFO : Epoch 1733 | loss: 0.0310688 | val_loss: 0.0312252 | Time: 2688.05 ms [2022-04-03 10:30:27 main:574] : INFO : Epoch 1734 | loss: 0.0310676 | val_loss: 0.0311837 | Time: 2696.08 ms [2022-04-03 10:30:30 main:574] : INFO : Epoch 1735 | loss: 0.031088 | val_loss: 0.0311816 | Time: 2532.45 ms [2022-04-03 10:30:33 main:574] : INFO : Epoch 1736 | loss: 0.0311578 | val_loss: 0.0311658 | Time: 2573.12 ms [2022-04-03 10:30:35 main:574] : INFO : Epoch 1737 | loss: 0.0311537 | val_loss: 0.03116 | Time: 2663.35 ms [2022-04-03 10:30:38 main:574] : INFO : Epoch 1738 | loss: 0.0311428 | val_loss: 0.0311569 | Time: 2533.53 ms [2022-04-03 10:30:41 main:574] : INFO : Epoch 1739 | loss: 0.0311356 | val_loss: 0.0311577 | Time: 2565.24 ms [2022-04-03 10:30:43 main:574] : INFO : Epoch 1740 | loss: 0.0311321 | val_loss: 0.0311612 | Time: 2431.81 ms [2022-04-03 10:30:46 main:574] : INFO : Epoch 1741 | loss: 0.0311292 | val_loss: 0.0311575 | Time: 2613.3 ms [2022-04-03 10:30:48 main:574] : INFO : Epoch 1742 | loss: 0.0311238 | val_loss: 0.031168 | Time: 2678.17 ms [2022-04-03 10:30:51 main:574] : INFO : Epoch 1743 | loss: 0.0311217 | val_loss: 0.03116 | Time: 2649.97 ms [2022-04-03 10:30:54 main:574] : INFO : Epoch 1744 | loss: 0.0311196 | val_loss: 0.031163 | Time: 2664.06 ms [2022-04-03 10:30:56 main:574] : INFO : Epoch 1745 | loss: 0.0311172 | val_loss: 0.0311596 | Time: 2669.3 ms [2022-04-03 10:30:59 main:574] : INFO : Epoch 1746 | loss: 0.0311139 | val_loss: 0.0311647 | Time: 2500.12 ms [2022-04-03 10:31:02 main:574] : INFO : Epoch 1747 | loss: 0.0311103 | val_loss: 0.0311609 | Time: 2679.05 ms [2022-04-03 10:31:04 main:574] : INFO : Epoch 1748 | loss: 0.0311067 | val_loss: 0.0311609 | Time: 2518.67 ms [2022-04-03 10:31:07 main:574] : INFO : Epoch 1749 | loss: 0.0311028 | val_loss: 0.0311607 | Time: 2504.26 ms [2022-04-03 10:31:09 main:574] : INFO : Epoch 1750 | loss: 0.0311005 | val_loss: 0.0311597 | Time: 2644.75 ms [2022-04-03 10:31:12 main:574] : INFO : Epoch 1751 | loss: 0.0311009 | val_loss: 0.0311561 | Time: 2528.21 ms [2022-04-03 10:31:15 main:574] : INFO : Epoch 1752 | loss: 0.0310993 | val_loss: 0.0311694 | Time: 2690.39 ms [2022-04-03 10:31:17 main:574] : INFO : Epoch 1753 | loss: 0.0311006 | val_loss: 0.0311773 | Time: 2616.04 ms [2022-04-03 10:31:20 main:574] : INFO : Epoch 1754 | loss: 0.0310984 | val_loss: 0.0311648 | Time: 2529.9 ms [2022-04-03 10:31:23 main:574] : INFO : Epoch 1755 | loss: 0.0310966 | val_loss: 0.031169 | Time: 2813.76 ms [2022-04-03 10:31:26 main:574] : INFO : Epoch 1756 | loss: 0.0310916 | val_loss: 0.0311653 | Time: 2768.81 ms [2022-04-03 10:31:28 main:574] : INFO : Epoch 1757 | loss: 0.0310898 | val_loss: 0.0311635 | Time: 2421.73 ms [2022-04-03 10:31:31 main:574] : INFO : Epoch 1758 | loss: 0.0310919 | val_loss: 0.0311626 | Time: 2487.18 ms [2022-04-03 10:31:33 main:574] : INFO : Epoch 1759 | loss: 0.0310875 | val_loss: 0.0311884 | Time: 2465.68 ms [2022-04-03 10:31:36 main:574] : INFO : Epoch 1760 | loss: 0.0310826 | val_loss: 0.0311749 | Time: 2591.89 ms [2022-04-03 10:31:39 main:574] : INFO : Epoch 1761 | loss: 0.0310797 | val_loss: 0.031178 | Time: 2644.05 ms [2022-04-03 10:31:41 main:574] : INFO : Epoch 1762 | loss: 0.0310819 | val_loss: 0.0311791 | Time: 2518.74 ms [2022-04-03 10:31:44 main:574] : INFO : Epoch 1763 | loss: 0.0310795 | val_loss: 0.0311971 | Time: 2509.95 ms [2022-04-03 10:31:46 main:574] : INFO : Epoch 1764 | loss: 0.0310744 | val_loss: 0.0311917 | Time: 2688.03 ms [2022-04-03 10:31:49 main:574] : INFO : Epoch 1765 | loss: 0.0310756 | val_loss: 0.0311773 | Time: 2586.17 ms [2022-04-03 10:31:52 main:574] : INFO : Epoch 1766 | loss: 0.0310776 | val_loss: 0.0311784 | Time: 2770.25 ms [2022-04-03 10:31:54 main:574] : INFO : Epoch 1767 | loss: 0.0310858 | val_loss: 0.0311707 | Time: 2619.53 ms [2022-04-03 10:31:57 main:574] : INFO : Epoch 1768 | loss: 0.031081 | val_loss: 0.0311764 | Time: 2469.36 ms [2022-04-03 10:32:00 main:574] : INFO : Epoch 1769 | loss: 0.0310758 | val_loss: 0.0312044 | Time: 2731.81 ms [2022-04-03 10:32:03 main:574] : INFO : Epoch 1770 | loss: 0.0310731 | val_loss: 0.031174 | Time: 2883.8 ms [2022-04-03 10:32:05 main:574] : INFO : Epoch 1771 | loss: 0.0310697 | val_loss: 0.0311935 | Time: 2497.65 ms [2022-04-03 10:32:08 main:574] : INFO : Epoch 1772 | loss: 0.0310685 | val_loss: 0.0311914 | Time: 2735.06 ms [2022-04-03 10:32:10 main:574] : INFO : Epoch 1773 | loss: 0.0310726 | val_loss: 0.0311945 | Time: 2551.16 ms [2022-04-03 10:32:13 main:574] : INFO : Epoch 1774 | loss: 0.0310707 | val_loss: 0.0311836 | Time: 2609.24 ms [2022-04-03 10:32:15 main:574] : INFO : Epoch 1775 | loss: 0.0310699 | val_loss: 0.031198 | Time: 2541.64 ms [2022-04-03 10:32:18 main:574] : INFO : Epoch 1776 | loss: 0.0310667 | val_loss: 0.0311839 | Time: 2531.09 ms [2022-04-03 10:32:21 main:574] : INFO : Epoch 1777 | loss: 0.0310633 | val_loss: 0.0312039 | Time: 2491.1 ms [2022-04-03 10:32:23 main:574] : INFO : Epoch 1778 | loss: 0.0310634 | val_loss: 0.0311883 | Time: 2704.03 ms [2022-04-03 10:32:27 main:574] : INFO : Epoch 1779 | loss: 0.0310631 | val_loss: 0.0311964 | Time: 3306.45 ms [2022-04-03 10:32:29 main:574] : INFO : Epoch 1780 | loss: 0.0310695 | val_loss: 0.0311891 | Time: 2617.9 ms [2022-04-03 10:32:32 main:574] : INFO : Epoch 1781 | loss: 0.0310695 | val_loss: 0.03121 | Time: 2581.1 ms [2022-04-03 10:32:34 main:574] : INFO : Epoch 1782 | loss: 0.0310655 | val_loss: 0.0311881 | Time: 2557.6 ms [2022-04-03 10:32:37 main:574] : INFO : Epoch 1783 | loss: 0.0310666 | val_loss: 0.0311893 | Time: 2644.76 ms [2022-04-03 10:32:40 main:574] : INFO : Epoch 1784 | loss: 0.0310628 | val_loss: 0.0311887 | Time: 2774 ms [2022-04-03 10:32:42 main:574] : INFO : Epoch 1785 | loss: 0.0310668 | val_loss: 0.0312071 | Time: 2626.29 ms [2022-04-03 10:32:45 main:574] : INFO : Epoch 1786 | loss: 0.031063 | val_loss: 0.0311952 | Time: 2672.1 ms [2022-04-03 10:32:51 main:574] : INFO : Epoch 1787 | loss: 0.0310759 | val_loss: 0.0311823 | Time: 5876.44 ms [2022-04-03 10:32:54 main:574] : INFO : Epoch 1788 | loss: 0.0310789 | val_loss: 0.0311883 | Time: 2645.35 ms [2022-04-03 10:32:56 main:574] : INFO : Epoch 1789 | loss: 0.0310709 | val_loss: 0.0311949 | Time: 2480.53 ms [2022-04-03 10:32:59 main:574] : INFO : Epoch 1790 | loss: 0.0310717 | val_loss: 0.0312046 | Time: 2499.63 ms [2022-04-03 10:33:01 main:574] : INFO : Epoch 1791 | loss: 0.031069 | val_loss: 0.0311847 | Time: 2631.05 ms [2022-04-03 10:33:04 main:574] : INFO : Epoch 1792 | loss: 0.0310699 | val_loss: 0.0311958 | Time: 2588.2 ms [2022-04-03 10:33:07 main:574] : INFO : Epoch 1793 | loss: 0.0310665 | val_loss: 0.0311931 | Time: 2664.57 ms [2022-04-03 10:33:09 main:574] : INFO : Epoch 1794 | loss: 0.0310653 | val_loss: 0.0311789 | Time: 2560.43 ms [2022-04-03 10:33:12 main:574] : INFO : Epoch 1795 | loss: 0.0310632 | val_loss: 0.0311979 | Time: 2565.85 ms [2022-04-03 10:33:14 main:574] : INFO : Epoch 1796 | loss: 0.0310604 | val_loss: 0.0311887 | Time: 2478.73 ms [2022-04-03 10:33:17 main:574] : INFO : Epoch 1797 | loss: 0.0310619 | val_loss: 0.0311897 | Time: 2710.93 ms [2022-04-03 10:33:24 main:574] : INFO : Epoch 1798 | loss: 0.0310612 | val_loss: 0.0311879 | Time: 7610.48 ms [2022-04-03 10:33:28 main:574] : INFO : Epoch 1799 | loss: 0.031059 | val_loss: 0.0311802 | Time: 2467.03 ms [2022-04-03 10:33:31 main:574] : INFO : Epoch 1800 | loss: 0.0310596 | val_loss: 0.0311863 | Time: 2530.98 ms [2022-04-03 10:33:34 main:574] : INFO : Epoch 1801 | loss: 0.0310574 | val_loss: 0.0311952 | Time: 2868.44 ms [2022-04-03 10:33:36 main:574] : INFO : Epoch 1802 | loss: 0.0310584 | val_loss: 0.0311897 | Time: 2639.88 ms [2022-04-03 10:33:39 main:574] : INFO : Epoch 1803 | loss: 0.0310601 | val_loss: 0.031186 | Time: 2715.05 ms [2022-04-03 10:33:42 main:574] : INFO : Epoch 1804 | loss: 0.0310638 | val_loss: 0.0311939 | Time: 2663.59 ms [2022-04-03 10:33:44 main:574] : INFO : Epoch 1805 | loss: 0.0310623 | val_loss: 0.0311897 | Time: 2620.6 ms [2022-04-03 10:33:47 main:574] : INFO : Epoch 1806 | loss: 0.0310658 | val_loss: 0.031192 | Time: 2659.24 ms [2022-04-03 10:33:50 main:574] : INFO : Epoch 1807 | loss: 0.0310598 | val_loss: 0.0311958 | Time: 2641.71 ms [2022-04-03 10:33:52 main:574] : INFO : Epoch 1808 | loss: 0.0310576 | val_loss: 0.031211 | Time: 2494.49 ms [2022-04-03 10:34:02 main:574] : INFO : Epoch 1809 | loss: 0.0310592 | val_loss: 0.0311933 | Time: 9396.24 ms [2022-04-03 10:34:04 main:574] : INFO : Epoch 1810 | loss: 0.0310965 | val_loss: 0.0311652 | Time: 2323.17 ms [2022-04-03 10:34:07 main:574] : INFO : Epoch 1811 | loss: 0.031115 | val_loss: 0.0311926 | Time: 2629.62 ms [2022-04-03 10:34:10 main:574] : INFO : Epoch 1812 | loss: 0.0330358 | val_loss: 0.0314529 | Time: 2809.33 ms [2022-04-03 10:34:12 main:574] : INFO : Epoch 1813 | loss: 0.0320406 | val_loss: 0.0313678 | Time: 2355.06 ms [2022-04-03 10:34:15 main:574] : INFO : Epoch 1814 | loss: 0.0312664 | val_loss: 0.0312031 | Time: 2428.8 ms [2022-04-03 10:34:17 main:574] : INFO : Epoch 1815 | loss: 0.0311739 | val_loss: 0.0311608 | Time: 2556.94 ms [2022-04-03 10:34:20 main:574] : INFO : Epoch 1816 | loss: 0.03115 | val_loss: 0.031157 | Time: 2680.82 ms [2022-04-03 10:34:23 main:574] : INFO : Epoch 1817 | loss: 0.0311413 | val_loss: 0.0311551 | Time: 2859.46 ms [2022-04-03 10:34:25 main:574] : INFO : Epoch 1818 | loss: 0.0311336 | val_loss: 0.0311512 | Time: 2504.83 ms [2022-04-03 10:34:36 main:574] : INFO : Epoch 1819 | loss: 0.031127 | val_loss: 0.0311517 | Time: 8240.61 ms [2022-04-03 10:34:39 main:574] : INFO : Epoch 1820 | loss: 0.0311241 | val_loss: 0.0311542 | Time: 2816.87 ms [2022-04-03 10:34:42 main:574] : INFO : Epoch 1821 | loss: 0.0311195 | val_loss: 0.0311525 | Time: 2856.61 ms [2022-04-03 10:34:44 main:574] : INFO : Epoch 1822 | loss: 0.0311161 | val_loss: 0.0311537 | Time: 2578.21 ms [2022-04-03 10:34:47 main:574] : INFO : Epoch 1823 | loss: 0.0311143 | val_loss: 0.0311604 | Time: 2738.45 ms [2022-04-03 10:34:50 main:574] : INFO : Epoch 1824 | loss: 0.0311113 | val_loss: 0.0311563 | Time: 2706.41 ms [2022-04-03 10:34:52 main:574] : INFO : Epoch 1825 | loss: 0.0311077 | val_loss: 0.0311576 | Time: 2624.67 ms [2022-04-03 10:34:55 main:574] : INFO : Epoch 1826 | loss: 0.031106 | val_loss: 0.0311614 | Time: 2606.22 ms [2022-04-03 10:34:58 main:574] : INFO : Epoch 1827 | loss: 0.0311052 | val_loss: 0.0311607 | Time: 2612.7 ms [2022-04-03 10:35:00 main:574] : INFO : Epoch 1828 | loss: 0.0311049 | val_loss: 0.0311623 | Time: 2767.81 ms [2022-04-03 10:35:03 main:574] : INFO : Epoch 1829 | loss: 0.0311024 | val_loss: 0.0311631 | Time: 2689.87 ms [2022-04-03 10:35:06 main:574] : INFO : Epoch 1830 | loss: 0.0310997 | val_loss: 0.0311705 | Time: 2732.46 ms [2022-04-03 10:35:09 main:574] : INFO : Epoch 1831 | loss: 0.0310991 | val_loss: 0.0311638 | Time: 2802.28 ms [2022-04-03 10:35:11 main:574] : INFO : Epoch 1832 | loss: 0.0310968 | val_loss: 0.0311751 | Time: 2651.74 ms [2022-04-03 10:35:14 main:574] : INFO : Epoch 1833 | loss: 0.0310903 | val_loss: 0.0311875 | Time: 2448.39 ms [2022-04-03 10:35:16 main:574] : INFO : Epoch 1834 | loss: 0.0310854 | val_loss: 0.0311839 | Time: 2431.52 ms [2022-04-03 10:35:19 main:574] : INFO : Epoch 1835 | loss: 0.0310853 | val_loss: 0.0311831 | Time: 2748.71 ms [2022-04-03 10:35:22 main:574] : INFO : Epoch 1836 | loss: 0.0310818 | val_loss: 0.0311885 | Time: 2778.78 ms [2022-04-03 10:35:24 main:574] : INFO : Epoch 1837 | loss: 0.0310785 | val_loss: 0.03118 | Time: 2736.02 ms [2022-04-03 10:35:27 main:574] : INFO : Epoch 1838 | loss: 0.0310781 | val_loss: 0.031188 | Time: 2587.32 ms [2022-04-03 10:35:30 main:574] : INFO : Epoch 1839 | loss: 0.0310773 | val_loss: 0.0311787 | Time: 2818.47 ms [2022-04-03 10:35:33 main:574] : INFO : Epoch 1840 | loss: 0.0310758 | val_loss: 0.0311858 | Time: 2641.67 ms [2022-04-03 10:35:35 main:574] : INFO : Epoch 1841 | loss: 0.031079 | val_loss: 0.0311855 | Time: 2587.53 ms [2022-04-03 10:35:38 main:574] : INFO : Epoch 1842 | loss: 0.0310757 | val_loss: 0.0311882 | Time: 2632.59 ms [2022-04-03 10:35:41 main:574] : INFO : Epoch 1843 | loss: 0.0310745 | val_loss: 0.0311823 | Time: 2717.96 ms [2022-04-03 10:35:43 main:574] : INFO : Epoch 1844 | loss: 0.0310707 | val_loss: 0.0311837 | Time: 2581.88 ms [2022-04-03 10:35:46 main:574] : INFO : Epoch 1845 | loss: 0.031077 | val_loss: 0.0311737 | Time: 2580.15 ms [2022-04-03 10:35:49 main:574] : INFO : Epoch 1846 | loss: 0.031083 | val_loss: 0.0311795 | Time: 2640.26 ms [2022-04-03 10:35:51 main:574] : INFO : Epoch 1847 | loss: 0.0310777 | val_loss: 0.031195 | Time: 2476.24 ms [2022-04-03 10:35:54 main:574] : INFO : Epoch 1848 | loss: 0.0310744 | val_loss: 0.0311844 | Time: 2587.98 ms [2022-04-03 10:35:57 main:574] : INFO : Epoch 1849 | loss: 0.0310686 | val_loss: 0.0311794 | Time: 2871.08 ms [2022-04-03 10:35:59 main:574] : INFO : Epoch 1850 | loss: 0.0310696 | val_loss: 0.0311789 | Time: 2586.13 ms [2022-04-03 10:36:02 main:574] : INFO : Epoch 1851 | loss: 0.0310844 | val_loss: 0.0311677 | Time: 2659.86 ms [2022-04-03 10:36:05 main:574] : INFO : Epoch 1852 | loss: 0.0310796 | val_loss: 0.0311814 | Time: 2732.25 ms [2022-04-03 10:36:07 main:574] : INFO : Epoch 1853 | loss: 0.0310719 | val_loss: 0.0311888 | Time: 2578.09 ms [2022-04-03 10:36:10 main:574] : INFO : Epoch 1854 | loss: 0.0310673 | val_loss: 0.0311792 | Time: 2482.43 ms [2022-04-03 10:36:12 main:574] : INFO : Epoch 1855 | loss: 0.0310634 | val_loss: 0.0311927 | Time: 2428.4 ms [2022-04-03 10:36:15 main:574] : INFO : Epoch 1856 | loss: 0.0310638 | val_loss: 0.0311916 | Time: 2544.13 ms [2022-04-03 10:36:18 main:574] : INFO : Epoch 1857 | loss: 0.0310642 | val_loss: 0.0311914 | Time: 2649.81 ms [2022-04-03 10:36:20 main:574] : INFO : Epoch 1858 | loss: 0.0310678 | val_loss: 0.031201 | Time: 2702.58 ms [2022-04-03 10:36:23 main:574] : INFO : Epoch 1859 | loss: 0.0310645 | val_loss: 0.0311913 | Time: 2455.58 ms [2022-04-03 10:36:25 main:574] : INFO : Epoch 1860 | loss: 0.0310667 | val_loss: 0.0311994 | Time: 2384.16 ms [2022-04-03 10:36:28 main:574] : INFO : Epoch 1861 | loss: 0.0310627 | val_loss: 0.0311798 | Time: 2569.58 ms [2022-04-03 10:36:31 main:574] : INFO : Epoch 1862 | loss: 0.0310632 | val_loss: 0.0311829 | Time: 2760.09 ms [2022-04-03 10:36:34 main:574] : INFO : Epoch 1863 | loss: 0.031062 | val_loss: 0.0311978 | Time: 2710.33 ms [2022-04-03 10:36:36 main:574] : INFO : Epoch 1864 | loss: 0.0310616 | val_loss: 0.0311767 | Time: 2447.58 ms [2022-04-03 10:36:40 main:574] : INFO : Epoch 1865 | loss: 0.0310658 | val_loss: 0.0311872 | Time: 4339.08 ms [2022-04-03 10:36:43 main:574] : INFO : Epoch 1866 | loss: 0.0310649 | val_loss: 0.0311965 | Time: 2512.62 ms [2022-04-03 10:36:46 main:574] : INFO : Epoch 1867 | loss: 0.0310632 | val_loss: 0.0312003 | Time: 2675.62 ms [2022-04-03 10:36:49 main:574] : INFO : Epoch 1868 | loss: 0.0310601 | val_loss: 0.0311958 | Time: 2629.7 ms [2022-04-03 10:36:51 main:574] : INFO : Epoch 1869 | loss: 0.0310643 | val_loss: 0.031183 | Time: 2673.58 ms [2022-04-03 10:36:54 main:574] : INFO : Epoch 1870 | loss: 0.0310702 | val_loss: 0.0312069 | Time: 2604.13 ms [2022-04-03 10:36:56 main:574] : INFO : Epoch 1871 | loss: 0.0310724 | val_loss: 0.0311886 | Time: 2505.45 ms [2022-04-03 10:36:59 main:574] : INFO : Epoch 1872 | loss: 0.0310754 | val_loss: 0.0311799 | Time: 2696.55 ms [2022-04-03 10:37:02 main:574] : INFO : Epoch 1873 | loss: 0.0310786 | val_loss: 0.0311954 | Time: 2504.99 ms [2022-04-03 10:37:04 main:574] : INFO : Epoch 1874 | loss: 0.0310825 | val_loss: 0.0311762 | Time: 2426.84 ms [2022-04-03 10:37:07 main:574] : INFO : Epoch 1875 | loss: 0.0310778 | val_loss: 0.0311882 | Time: 2740.45 ms [2022-04-03 10:37:09 main:574] : INFO : Epoch 1876 | loss: 0.0310728 | val_loss: 0.031188 | Time: 2571.08 ms [2022-04-03 10:37:12 main:574] : INFO : Epoch 1877 | loss: 0.0310688 | val_loss: 0.0311924 | Time: 2424.02 ms [2022-04-03 10:37:14 main:574] : INFO : Epoch 1878 | loss: 0.0310698 | val_loss: 0.0311968 | Time: 2572.99 ms [2022-04-03 10:37:17 main:574] : INFO : Epoch 1879 | loss: 0.0310653 | val_loss: 0.0311845 | Time: 2611.07 ms [2022-04-03 10:37:20 main:574] : INFO : Epoch 1880 | loss: 0.0310826 | val_loss: 0.0311683 | Time: 2598.28 ms [2022-04-03 10:37:22 main:574] : INFO : Epoch 1881 | loss: 0.0311412 | val_loss: 0.0311667 | Time: 2568.41 ms [2022-04-03 10:37:25 main:574] : INFO : Epoch 1882 | loss: 0.0311391 | val_loss: 0.0311541 | Time: 2630.66 ms [2022-04-03 10:37:27 main:574] : INFO : Epoch 1883 | loss: 0.0311329 | val_loss: 0.0311573 | Time: 2368.7 ms [2022-04-03 10:37:30 main:574] : INFO : Epoch 1884 | loss: 0.0311268 | val_loss: 0.031159 | Time: 2740.83 ms [2022-04-03 10:37:33 main:574] : INFO : Epoch 1885 | loss: 0.0311205 | val_loss: 0.0311672 | Time: 2691.66 ms [2022-04-03 10:37:35 main:574] : INFO : Epoch 1886 | loss: 0.0311142 | val_loss: 0.0311656 | Time: 2539.1 ms [2022-04-03 10:37:38 main:574] : INFO : Epoch 1887 | loss: 0.031111 | val_loss: 0.0311747 | Time: 2586.76 ms [2022-04-03 10:37:41 main:574] : INFO : Epoch 1888 | loss: 0.0311047 | val_loss: 0.0311762 | Time: 2646.36 ms [2022-04-03 10:37:43 main:574] : INFO : Epoch 1889 | loss: 0.0311026 | val_loss: 0.0311665 | Time: 2824.56 ms [2022-04-03 10:37:46 main:574] : INFO : Epoch 1890 | loss: 0.0310963 | val_loss: 0.0311661 | Time: 2730.03 ms [2022-04-03 10:37:49 main:574] : INFO : Epoch 1891 | loss: 0.0310914 | val_loss: 0.0311731 | Time: 2569.46 ms [2022-04-03 10:37:52 main:574] : INFO : Epoch 1892 | loss: 0.0310888 | val_loss: 0.0311812 | Time: 2823.34 ms [2022-04-03 10:37:54 main:574] : INFO : Epoch 1893 | loss: 0.03109 | val_loss: 0.0311761 | Time: 2548.21 ms [2022-04-03 10:37:56 main:574] : INFO : Epoch 1894 | loss: 0.0310884 | val_loss: 0.0311682 | Time: 2200.93 ms [2022-04-03 10:37:59 main:574] : INFO : Epoch 1895 | loss: 0.0310849 | val_loss: 0.0311816 | Time: 2644.82 ms [2022-04-03 10:38:02 main:574] : INFO : Epoch 1896 | loss: 0.0310845 | val_loss: 0.0311771 | Time: 2611.87 ms [2022-04-03 10:38:04 main:574] : INFO : Epoch 1897 | loss: 0.0310797 | val_loss: 0.0311832 | Time: 2471.84 ms [2022-04-03 10:38:07 main:574] : INFO : Epoch 1898 | loss: 0.0310732 | val_loss: 0.0311747 | Time: 2668.85 ms [2022-04-03 10:38:09 main:574] : INFO : Epoch 1899 | loss: 0.0310737 | val_loss: 0.0311867 | Time: 2461.76 ms [2022-04-03 10:38:12 main:574] : INFO : Epoch 1900 | loss: 0.0310705 | val_loss: 0.0311688 | Time: 2556.58 ms [2022-04-03 10:38:14 main:574] : INFO : Epoch 1901 | loss: 0.0310831 | val_loss: 0.0311752 | Time: 2492.04 ms [2022-04-03 10:38:17 main:574] : INFO : Epoch 1902 | loss: 0.0310784 | val_loss: 0.0311805 | Time: 2516.61 ms [2022-04-03 10:38:20 main:574] : INFO : Epoch 1903 | loss: 0.0310714 | val_loss: 0.0311989 | Time: 2729.11 ms [2022-04-03 10:38:22 main:574] : INFO : Epoch 1904 | loss: 0.0310784 | val_loss: 0.0311924 | Time: 2469.01 ms [2022-04-03 10:38:25 main:574] : INFO : Epoch 1905 | loss: 0.0310791 | val_loss: 0.0311986 | Time: 2647.59 ms [2022-04-03 10:38:28 main:574] : INFO : Epoch 1906 | loss: 0.0310724 | val_loss: 0.0311914 | Time: 2629.98 ms [2022-04-03 10:38:30 main:574] : INFO : Epoch 1907 | loss: 0.0310698 | val_loss: 0.031195 | Time: 2623.94 ms [2022-04-03 10:38:33 main:574] : INFO : Epoch 1908 | loss: 0.0310692 | val_loss: 0.0312022 | Time: 2744.25 ms [2022-04-03 10:38:36 main:574] : INFO : Epoch 1909 | loss: 0.031064 | val_loss: 0.0311927 | Time: 2647.77 ms [2022-04-03 10:38:38 main:574] : INFO : Epoch 1910 | loss: 0.0310608 | val_loss: 0.0311859 | Time: 2493.67 ms [2022-04-03 10:38:41 main:574] : INFO : Epoch 1911 | loss: 0.0310689 | val_loss: 0.0312041 | Time: 2706.52 ms [2022-04-03 10:38:44 main:574] : INFO : Epoch 1912 | loss: 0.031079 | val_loss: 0.0311749 | Time: 2655.52 ms [2022-04-03 10:38:46 main:574] : INFO : Epoch 1913 | loss: 0.0310704 | val_loss: 0.0311798 | Time: 2469.14 ms [2022-04-03 10:38:49 main:574] : INFO : Epoch 1914 | loss: 0.031068 | val_loss: 0.0311968 | Time: 2706.17 ms [2022-04-03 10:38:52 main:574] : INFO : Epoch 1915 | loss: 0.0310649 | val_loss: 0.0311964 | Time: 2659.49 ms [2022-04-03 10:38:54 main:574] : INFO : Epoch 1916 | loss: 0.0310634 | val_loss: 0.0311897 | Time: 2606.91 ms [2022-04-03 10:38:57 main:574] : INFO : Epoch 1917 | loss: 0.0310614 | val_loss: 0.0311902 | Time: 2756.3 ms [2022-04-03 10:39:00 main:574] : INFO : Epoch 1918 | loss: 0.0310613 | val_loss: 0.0312014 | Time: 2722.74 ms [2022-04-03 10:39:02 main:574] : INFO : Epoch 1919 | loss: 0.0310639 | val_loss: 0.0311941 | Time: 2543.12 ms [2022-04-03 10:39:05 main:574] : INFO : Epoch 1920 | loss: 0.0310619 | val_loss: 0.031196 | Time: 2551.08 ms [2022-04-03 10:39:07 main:574] : INFO : Epoch 1921 | loss: 0.0310702 | val_loss: 0.0311937 | Time: 2416.15 ms [2022-04-03 10:39:10 main:574] : INFO : Epoch 1922 | loss: 0.0310761 | val_loss: 0.0311935 | Time: 2638.94 ms [2022-04-03 10:39:13 main:574] : INFO : Epoch 1923 | loss: 0.031072 | val_loss: 0.0311833 | Time: 2731.29 ms [2022-04-03 10:39:16 main:574] : INFO : Epoch 1924 | loss: 0.0310636 | val_loss: 0.0311869 | Time: 2759.49 ms [2022-04-03 10:39:18 main:574] : INFO : Epoch 1925 | loss: 0.0310577 | val_loss: 0.0311995 | Time: 2471.73 ms [2022-04-03 10:39:21 main:574] : INFO : Epoch 1926 | loss: 0.0310673 | val_loss: 0.0311882 | Time: 2753.71 ms [2022-04-03 10:39:24 main:574] : INFO : Epoch 1927 | loss: 0.0310787 | val_loss: 0.031199 | Time: 2781.86 ms [2022-04-03 10:39:26 main:574] : INFO : Epoch 1928 | loss: 0.0310755 | val_loss: 0.0311741 | Time: 2491.3 ms [2022-04-03 10:39:29 main:574] : INFO : Epoch 1929 | loss: 0.0310695 | val_loss: 0.0311967 | Time: 2631.17 ms [2022-04-03 10:39:32 main:574] : INFO : Epoch 1930 | loss: 0.0310716 | val_loss: 0.0311887 | Time: 2642.08 ms [2022-04-03 10:39:35 main:574] : INFO : Epoch 1931 | loss: 0.0310721 | val_loss: 0.0311922 | Time: 2724.93 ms [2022-04-03 10:39:37 main:574] : INFO : Epoch 1932 | loss: 0.0310663 | val_loss: 0.0311984 | Time: 2643.88 ms [2022-04-03 10:39:40 main:574] : INFO : Epoch 1933 | loss: 0.0310685 | val_loss: 0.0311886 | Time: 2701.13 ms [2022-04-03 10:39:42 main:574] : INFO : Epoch 1934 | loss: 0.0310661 | val_loss: 0.0311826 | Time: 2340.35 ms [2022-04-03 10:39:45 main:574] : INFO : Epoch 1935 | loss: 0.0310619 | val_loss: 0.0311923 | Time: 2711.96 ms [2022-04-03 10:39:48 main:574] : INFO : Epoch 1936 | loss: 0.0310909 | val_loss: 0.0311859 | Time: 2748.12 ms [2022-04-03 10:39:50 main:574] : INFO : Epoch 1937 | loss: 0.0311037 | val_loss: 0.0311759 | Time: 2533.98 ms [2022-04-03 10:39:53 main:574] : INFO : Epoch 1938 | loss: 0.0310934 | val_loss: 0.0311815 | Time: 2648.64 ms [2022-04-03 10:39:56 main:574] : INFO : Epoch 1939 | loss: 0.0310781 | val_loss: 0.0311943 | Time: 2597.66 ms [2022-04-03 10:39:58 main:574] : INFO : Epoch 1940 | loss: 0.0310729 | val_loss: 0.0311906 | Time: 2388.21 ms [2022-04-03 10:40:01 main:574] : INFO : Epoch 1941 | loss: 0.0310664 | val_loss: 0.0311834 | Time: 2798.72 ms [2022-04-03 10:40:03 main:574] : INFO : Epoch 1942 | loss: 0.0310634 | val_loss: 0.0311937 | Time: 2244.62 ms [2022-04-03 10:40:06 main:574] : INFO : Epoch 1943 | loss: 0.031067 | val_loss: 0.0311863 | Time: 2613.19 ms [2022-04-03 10:40:09 main:574] : INFO : Epoch 1944 | loss: 0.0310638 | val_loss: 0.0311996 | Time: 2415.08 ms [2022-04-03 10:40:11 main:574] : INFO : Epoch 1945 | loss: 0.0310654 | val_loss: 0.0312018 | Time: 2669.84 ms [2022-04-03 10:40:14 main:574] : INFO : Epoch 1946 | loss: 0.0310694 | val_loss: 0.0311944 | Time: 2699.01 ms [2022-04-03 10:40:16 main:574] : INFO : Epoch 1947 | loss: 0.0310708 | val_loss: 0.0311857 | Time: 2399.68 ms [2022-04-03 10:40:19 main:574] : INFO : Epoch 1948 | loss: 0.0310668 | val_loss: 0.031182 | Time: 2559.28 ms [2022-04-03 10:40:22 main:574] : INFO : Epoch 1949 | loss: 0.0310604 | val_loss: 0.031207 | Time: 2812.14 ms [2022-04-03 10:40:25 main:574] : INFO : Epoch 1950 | loss: 0.0310617 | val_loss: 0.0311835 | Time: 2603.63 ms [2022-04-03 10:40:27 main:574] : INFO : Epoch 1951 | loss: 0.0310613 | val_loss: 0.0312348 | Time: 2606.75 ms [2022-04-03 10:40:30 main:574] : INFO : Epoch 1952 | loss: 0.0311175 | val_loss: 0.0311615 | Time: 2733.03 ms [2022-04-03 10:40:33 main:574] : INFO : Epoch 1953 | loss: 0.0311182 | val_loss: 0.0311596 | Time: 2643.62 ms [2022-04-03 10:40:40 main:574] : INFO : Epoch 1954 | loss: 0.0311105 | val_loss: 0.0311604 | Time: 7050.36 ms [2022-04-03 10:40:47 main:574] : INFO : Epoch 1955 | loss: 0.0311035 | val_loss: 0.0311695 | Time: 2675.92 ms [2022-04-03 10:40:50 main:574] : INFO : Epoch 1956 | loss: 0.0310953 | val_loss: 0.0311729 | Time: 2539.06 ms [2022-04-03 10:40:52 main:574] : INFO : Epoch 1957 | loss: 0.0310807 | val_loss: 0.0311768 | Time: 2615.87 ms [2022-04-03 10:40:55 main:574] : INFO : Epoch 1958 | loss: 0.0310711 | val_loss: 0.0311936 | Time: 2506.47 ms [2022-04-03 10:40:57 main:574] : INFO : Epoch 1959 | loss: 0.0310679 | val_loss: 0.0311803 | Time: 2404.43 ms [2022-04-03 10:41:00 main:574] : INFO : Epoch 1960 | loss: 0.0310701 | val_loss: 0.031181 | Time: 2651.76 ms [2022-04-03 10:41:03 main:574] : INFO : Epoch 1961 | loss: 0.0310681 | val_loss: 0.0311955 | Time: 2651.11 ms [2022-04-03 10:41:05 main:574] : INFO : Epoch 1962 | loss: 0.0310681 | val_loss: 0.0311996 | Time: 2581.43 ms [2022-04-03 10:41:08 main:574] : INFO : Epoch 1963 | loss: 0.0310676 | val_loss: 0.0311798 | Time: 2731.46 ms [2022-04-03 10:41:10 main:574] : INFO : Epoch 1964 | loss: 0.0310702 | val_loss: 0.0311785 | Time: 2403.07 ms [2022-04-03 10:41:23 main:574] : INFO : Epoch 1965 | loss: 0.031069 | val_loss: 0.0312069 | Time: 9113.4 ms [2022-04-03 10:41:27 main:574] : INFO : Epoch 1966 | loss: 0.0310592 | val_loss: 0.0311915 | Time: 2630.87 ms [2022-04-03 10:41:29 main:574] : INFO : Epoch 1967 | loss: 0.0310607 | val_loss: 0.0312064 | Time: 2312.59 ms [2022-04-03 10:41:32 main:574] : INFO : Epoch 1968 | loss: 0.0310599 | val_loss: 0.0311891 | Time: 2800.33 ms [2022-04-03 10:41:35 main:574] : INFO : Epoch 1969 | loss: 0.0310599 | val_loss: 0.0311914 | Time: 2720.32 ms [2022-04-03 10:41:37 main:574] : INFO : Epoch 1970 | loss: 0.0310559 | val_loss: 0.0311999 | Time: 2440.34 ms [2022-04-03 10:41:40 main:574] : INFO : Epoch 1971 | loss: 0.0310592 | val_loss: 0.0311935 | Time: 2382.45 ms [2022-04-03 10:41:42 main:574] : INFO : Epoch 1972 | loss: 0.031053 | val_loss: 0.0312062 | Time: 2481.34 ms [2022-04-03 10:41:45 main:574] : INFO : Epoch 1973 | loss: 0.0310534 | val_loss: 0.0312067 | Time: 2684.21 ms [2022-04-03 10:41:47 main:574] : INFO : Epoch 1974 | loss: 0.0310544 | val_loss: 0.0311866 | Time: 2526.66 ms [2022-04-03 10:41:50 main:574] : INFO : Epoch 1975 | loss: 0.0310604 | val_loss: 0.0311976 | Time: 2628.78 ms [2022-04-03 10:41:53 main:574] : INFO : Epoch 1976 | loss: 0.0310588 | val_loss: 0.0312146 | Time: 2579.49 ms [2022-04-03 10:41:55 main:574] : INFO : Epoch 1977 | loss: 0.0310619 | val_loss: 0.0312014 | Time: 2572.79 ms [2022-04-03 10:41:58 main:574] : INFO : Epoch 1978 | loss: 0.0310603 | val_loss: 0.0311961 | Time: 2721.03 ms [2022-04-03 10:42:01 main:574] : INFO : Epoch 1979 | loss: 0.0310572 | val_loss: 0.0311944 | Time: 2825.11 ms [2022-04-03 10:42:03 main:574] : INFO : Epoch 1980 | loss: 0.0310623 | val_loss: 0.031182 | Time: 2413.35 ms [2022-04-03 10:42:06 main:574] : INFO : Epoch 1981 | loss: 0.0310625 | val_loss: 0.0312125 | Time: 2555.81 ms [2022-04-03 10:42:08 main:574] : INFO : Epoch 1982 | loss: 0.0310577 | val_loss: 0.0311982 | Time: 2455.12 ms [2022-04-03 10:42:11 main:574] : INFO : Epoch 1983 | loss: 0.0310552 | val_loss: 0.0311936 | Time: 2780.22 ms [2022-04-03 10:42:13 main:574] : INFO : Epoch 1984 | loss: 0.031058 | val_loss: 0.0311983 | Time: 2469.8 ms [2022-04-03 10:42:16 main:574] : INFO : Epoch 1985 | loss: 0.0310798 | val_loss: 0.0311856 | Time: 2755.21 ms [2022-04-03 10:42:19 main:574] : INFO : Epoch 1986 | loss: 0.0310829 | val_loss: 0.0311931 | Time: 2409.52 ms [2022-04-03 10:42:21 main:574] : INFO : Epoch 1987 | loss: 0.0310733 | val_loss: 0.0311973 | Time: 2521.61 ms [2022-04-03 10:42:24 main:574] : INFO : Epoch 1988 | loss: 0.0310642 | val_loss: 0.0312071 | Time: 2748 ms [2022-04-03 10:42:27 main:574] : INFO : Epoch 1989 | loss: 0.0310631 | val_loss: 0.0311829 | Time: 2687.33 ms [2022-04-03 10:42:29 main:574] : INFO : Epoch 1990 | loss: 0.0310614 | val_loss: 0.0312066 | Time: 2567.15 ms [2022-04-03 10:42:32 main:574] : INFO : Epoch 1991 | loss: 0.0310618 | val_loss: 0.031196 | Time: 2387.82 ms [2022-04-03 10:42:34 main:574] : INFO : Epoch 1992 | loss: 0.0310576 | val_loss: 0.0311901 | Time: 2666.58 ms [2022-04-03 10:42:37 main:574] : INFO : Epoch 1993 | loss: 0.0310634 | val_loss: 0.0311907 | Time: 2722.6 ms [2022-04-03 10:42:39 main:574] : INFO : Epoch 1994 | loss: 0.0310634 | val_loss: 0.0312034 | Time: 2528.77 ms [2022-04-03 10:42:42 main:574] : INFO : Epoch 1995 | loss: 0.0310581 | val_loss: 0.0311916 | Time: 2731.44 ms [2022-04-03 10:42:45 main:574] : INFO : Epoch 1996 | loss: 0.0310579 | val_loss: 0.0311983 | Time: 2750.32 ms [2022-04-03 10:42:48 main:574] : INFO : Epoch 1997 | loss: 0.0310631 | val_loss: 0.0312074 | Time: 2611.96 ms [2022-04-03 10:42:50 main:574] : INFO : Epoch 1998 | loss: 0.0310626 | val_loss: 0.031182 | Time: 2493.86 ms [2022-04-03 10:42:52 main:574] : INFO : Epoch 1999 | loss: 0.0311286 | val_loss: 0.0311701 | Time: 2318.32 ms [2022-04-03 10:42:55 main:574] : INFO : Epoch 2000 | loss: 0.0311242 | val_loss: 0.0311708 | Time: 2626.82 ms [2022-04-03 10:42:58 main:574] : INFO : Epoch 2001 | loss: 0.0311097 | val_loss: 0.0311647 | Time: 2821.19 ms [2022-04-03 10:43:00 main:574] : INFO : Epoch 2002 | loss: 0.0311013 | val_loss: 0.031178 | Time: 2591 ms [2022-04-03 10:43:03 main:574] : INFO : Epoch 2003 | loss: 0.031095 | val_loss: 0.0311755 | Time: 2764.38 ms [2022-04-03 10:43:06 main:574] : INFO : Epoch 2004 | loss: 0.0310853 | val_loss: 0.0311848 | Time: 2635.09 ms [2022-04-03 10:43:09 main:574] : INFO : Epoch 2005 | loss: 0.0310775 | val_loss: 0.0311981 | Time: 2813.82 ms [2022-04-03 10:43:11 main:574] : INFO : Epoch 2006 | loss: 0.0310646 | val_loss: 0.0311849 | Time: 2557.8 ms [2022-04-03 10:43:14 main:574] : INFO : Epoch 2007 | loss: 0.0310638 | val_loss: 0.0311846 | Time: 2813.77 ms [2022-04-03 10:43:16 main:574] : INFO : Epoch 2008 | loss: 0.0310688 | val_loss: 0.0311924 | Time: 2390.69 ms [2022-04-03 10:43:19 main:574] : INFO : Epoch 2009 | loss: 0.0310651 | val_loss: 0.031196 | Time: 2729.8 ms [2022-04-03 10:43:22 main:574] : INFO : Epoch 2010 | loss: 0.0310649 | val_loss: 0.0311911 | Time: 2578.85 ms [2022-04-03 10:43:34 main:574] : INFO : Epoch 2011 | loss: 0.031077 | val_loss: 0.0311776 | Time: 11259.7 ms [2022-04-03 10:43:37 main:574] : INFO : Epoch 2012 | loss: 0.0311257 | val_loss: 0.0311727 | Time: 2693.8 ms [2022-04-03 10:43:39 main:574] : INFO : Epoch 2013 | loss: 0.0311216 | val_loss: 0.0311699 | Time: 2482.26 ms [2022-04-03 10:43:42 main:574] : INFO : Epoch 2014 | loss: 0.0311056 | val_loss: 0.0311705 | Time: 2710.54 ms [2022-04-03 10:43:45 main:574] : INFO : Epoch 2015 | loss: 0.0310947 | val_loss: 0.0311731 | Time: 2720.96 ms [2022-04-03 10:43:47 main:574] : INFO : Epoch 2016 | loss: 0.0310875 | val_loss: 0.0311829 | Time: 2475.77 ms [2022-04-03 10:43:50 main:574] : INFO : Epoch 2017 | loss: 0.0310835 | val_loss: 0.0311687 | Time: 2749.47 ms [2022-04-03 10:43:53 main:574] : INFO : Epoch 2018 | loss: 0.0310816 | val_loss: 0.0311826 | Time: 2711.24 ms [2022-04-03 10:43:56 main:574] : INFO : Epoch 2019 | loss: 0.0310773 | val_loss: 0.0311774 | Time: 2638.12 ms [2022-04-03 10:43:58 main:574] : INFO : Epoch 2020 | loss: 0.0310748 | val_loss: 0.0311851 | Time: 2624.35 ms [2022-04-03 10:44:01 main:574] : INFO : Epoch 2021 | loss: 0.0310745 | val_loss: 0.0311806 | Time: 2651.15 ms [2022-04-03 10:44:03 main:574] : INFO : Epoch 2022 | loss: 0.0310714 | val_loss: 0.0311911 | Time: 2543.92 ms [2022-04-03 10:44:06 main:574] : INFO : Epoch 2023 | loss: 0.0310718 | val_loss: 0.0311931 | Time: 2619.86 ms [2022-04-03 10:44:09 main:574] : INFO : Epoch 2024 | loss: 0.0310657 | val_loss: 0.0311943 | Time: 2500.37 ms [2022-04-03 10:44:11 main:574] : INFO : Epoch 2025 | loss: 0.0310669 | val_loss: 0.0312043 | Time: 2696.75 ms [2022-04-03 10:44:14 main:574] : INFO : Epoch 2026 | loss: 0.0310676 | val_loss: 0.0311727 | Time: 2754.93 ms [2022-04-03 10:44:17 main:574] : INFO : Epoch 2027 | loss: 0.0310644 | val_loss: 0.0311959 | Time: 2705.29 ms [2022-04-03 10:44:19 main:574] : INFO : Epoch 2028 | loss: 0.0310596 | val_loss: 0.0311997 | Time: 2550.11 ms [2022-04-03 10:44:22 main:574] : INFO : Epoch 2029 | loss: 0.0310576 | val_loss: 0.0312018 | Time: 2605.74 ms [2022-04-03 10:44:24 main:574] : INFO : Epoch 2030 | loss: 0.0310595 | val_loss: 0.0311842 | Time: 2518.11 ms [2022-04-03 10:44:27 main:574] : INFO : Epoch 2031 | loss: 0.0310563 | val_loss: 0.0311857 | Time: 2561.3 ms [2022-04-03 10:44:30 main:574] : INFO : Epoch 2032 | loss: 0.0310652 | val_loss: 0.0311856 | Time: 2872.89 ms [2022-04-03 10:44:32 main:574] : INFO : Epoch 2033 | loss: 0.0310648 | val_loss: 0.0311815 | Time: 2607.16 ms [2022-04-03 10:44:35 main:574] : INFO : Epoch 2034 | loss: 0.0310662 | val_loss: 0.0312026 | Time: 2422.7 ms [2022-04-03 10:44:37 main:574] : INFO : Epoch 2035 | loss: 0.0310644 | val_loss: 0.0311837 | Time: 2440.61 ms [2022-04-03 10:44:40 main:574] : INFO : Epoch 2036 | loss: 0.0310608 | val_loss: 0.0312009 | Time: 2444.69 ms [2022-04-03 10:44:43 main:574] : INFO : Epoch 2037 | loss: 0.0310581 | val_loss: 0.0312042 | Time: 2815.61 ms [2022-04-03 10:44:45 main:574] : INFO : Epoch 2038 | loss: 0.0310519 | val_loss: 0.0312109 | Time: 2726.39 ms [2022-04-03 10:44:48 main:574] : INFO : Epoch 2039 | loss: 0.0310631 | val_loss: 0.0311993 | Time: 2627.06 ms [2022-04-03 10:44:52 main:574] : INFO : Epoch 2040 | loss: 0.0310576 | val_loss: 0.0312003 | Time: 3975.76 ms [2022-04-03 10:44:55 main:574] : INFO : Epoch 2041 | loss: 0.0310564 | val_loss: 0.0311926 | Time: 2727.44 ms [2022-04-03 10:44:57 main:574] : INFO : Epoch 2042 | loss: 0.0310552 | val_loss: 0.0311961 | Time: 2449.22 ms [2022-04-03 10:45:00 main:574] : INFO : Epoch 2043 | loss: 0.0310596 | val_loss: 0.0311855 | Time: 2678.11 ms [2022-04-03 10:45:02 main:574] : INFO : Epoch 2044 | loss: 0.0310695 | val_loss: 0.0312004 | Time: 2452.25 ms [2022-04-03 10:45:05 main:574] : INFO : Epoch 2045 | loss: 0.0310584 | val_loss: 0.0312022 | Time: 2587.94 ms [2022-04-03 10:45:08 main:574] : INFO : Epoch 2046 | loss: 0.0310526 | val_loss: 0.0312094 | Time: 2613.6 ms [2022-04-03 10:45:10 main:574] : INFO : Epoch 2047 | loss: 0.0310527 | val_loss: 0.0312027 | Time: 2590.84 ms [2022-04-03 10:45:13 main:574] : INFO : Epoch 2048 | loss: 0.0310535 | val_loss: 0.0311971 | Time: 2656.78 ms [2022-04-03 10:45:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311971 [2022-04-03 10:45:13 main:603] : INFO : Saving end state to config to file [2022-04-03 10:45:13 main:608] : INFO : Success, exiting.. 10:45:13 (8732): 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)