Task 14623711
| Name | ParityModified-1647041847-32449-3-0_0 |
| Workunit | 11639613 |
| Created | 18 Apr 2022, 4:59:53 UTC |
| Sent | 18 Apr 2022, 5:00:03 UTC |
| Report deadline | 26 Apr 2022, 5:00:03 UTC |
| Received | 18 Apr 2022, 6:59:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18747 |
| Run time | 1 hours 48 min 17 sec |
| CPU time | 1 hours 17 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,906.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 14.57 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.9.3</core_client_version> <![CDATA[ <stderr_txt> 81] : INFO : Epoch 1538 | loss: 0.0311548 | val_loss: 0.0311709 | Time: 3219.61 ms [2022-04-18 02:27:17 main:581] : INFO : Epoch 1539 | loss: 0.031154 | val_loss: 0.0311725 | Time: 3338.54 ms [2022-04-18 02:27:21 main:581] : INFO : Epoch 1540 | loss: 0.0311561 | val_loss: 0.0311703 | Time: 3244.1 ms [2022-04-18 02:27:24 main:581] : INFO : Epoch 1541 | loss: 0.0311553 | val_loss: 0.0311724 | Time: 3434.31 ms [2022-04-18 02:27:27 main:581] : INFO : Epoch 1542 | loss: 0.0311539 | val_loss: 0.0311697 | Time: 3235.88 ms [2022-04-18 02:27:31 main:581] : INFO : Epoch 1543 | loss: 0.0311535 | val_loss: 0.0311715 | Time: 3155.37 ms [2022-04-18 02:27:34 main:581] : INFO : Epoch 1544 | loss: 0.0311522 | val_loss: 0.03117 | Time: 3219.18 ms [2022-04-18 02:27:37 main:581] : INFO : Epoch 1545 | loss: 0.0311534 | val_loss: 0.0311703 | Time: 3187.02 ms [2022-04-18 02:27:40 main:581] : INFO : Epoch 1546 | loss: 0.0311567 | val_loss: 0.0311788 | Time: 3260.96 ms [2022-04-18 02:27:43 main:581] : INFO : Epoch 1547 | loss: 0.0311609 | val_loss: 0.0312066 | Time: 3271.16 ms [2022-04-18 02:27:47 main:581] : INFO : Epoch 1548 | loss: 0.0332204 | val_loss: 0.0361779 | Time: 3186.96 ms [2022-04-18 02:27:50 main:581] : INFO : Epoch 1549 | loss: 0.0328643 | val_loss: 0.0313531 | Time: 3256.39 ms [2022-04-18 02:27:53 main:581] : INFO : Epoch 1550 | loss: 0.0313233 | val_loss: 0.0312384 | Time: 3214.35 ms [2022-04-18 02:27:56 main:581] : INFO : Epoch 1551 | loss: 0.0312255 | val_loss: 0.0312118 | Time: 3253.22 ms [2022-04-18 02:28:00 main:581] : INFO : Epoch 1552 | loss: 0.0312007 | val_loss: 0.0311945 | Time: 3346.77 ms [2022-04-18 02:28:03 main:581] : INFO : Epoch 1553 | loss: 0.0311922 | val_loss: 0.0311909 | Time: 3145.48 ms [2022-04-18 02:28:06 main:581] : INFO : Epoch 1554 | loss: 0.0311908 | val_loss: 0.0311916 | Time: 3312.16 ms [2022-04-18 02:28:10 main:581] : INFO : Epoch 1555 | loss: 0.0311892 | val_loss: 0.0311873 | Time: 3415.37 ms [2022-04-18 02:28:13 main:581] : INFO : Epoch 1556 | loss: 0.0311855 | val_loss: 0.0311817 | Time: 3279.25 ms [2022-04-18 02:28:16 main:581] : INFO : Epoch 1557 | loss: 0.0311851 | val_loss: 0.0311803 | Time: 3132.61 ms [2022-04-18 02:28:19 main:581] : INFO : Epoch 1558 | loss: 0.0311853 | val_loss: 0.0311829 | Time: 3289.61 ms [2022-04-18 02:28:23 main:581] : INFO : Epoch 1559 | loss: 0.0311817 | val_loss: 0.0311784 | Time: 3466.34 ms [2022-04-18 02:28:26 main:581] : INFO : Epoch 1560 | loss: 0.0311799 | val_loss: 0.0311784 | Time: 3418.49 ms [2022-04-18 02:28:29 main:581] : INFO : Epoch 1561 | loss: 0.0311812 | val_loss: 0.031179 | Time: 3194.19 ms [2022-04-18 02:28:33 main:581] : INFO : Epoch 1562 | loss: 0.0311789 | val_loss: 0.0311773 | Time: 3378.17 ms [2022-04-18 02:28:36 main:581] : INFO : Epoch 1563 | loss: 0.0311776 | val_loss: 0.0311753 | Time: 3406.36 ms [2022-04-18 02:28:39 main:581] : INFO : Epoch 1564 | loss: 0.0311787 | val_loss: 0.0311809 | Time: 3180.36 ms [2022-04-18 02:28:43 main:581] : INFO : Epoch 1565 | loss: 0.0311813 | val_loss: 0.0311761 | Time: 3176.78 ms [2022-04-18 02:28:46 main:581] : INFO : Epoch 1566 | loss: 0.0311777 | val_loss: 0.0311737 | Time: 3315.49 ms [2022-04-18 02:28:49 main:581] : INFO : Epoch 1567 | loss: 0.0311747 | val_loss: 0.0311742 | Time: 3000.17 ms [2022-04-18 02:28:51 main:581] : INFO : Epoch 1568 | loss: 0.0311743 | val_loss: 0.0311739 | Time: 2620.04 ms [2022-04-18 02:28:55 main:581] : INFO : Epoch 1569 | loss: 0.0311749 | val_loss: 0.0311738 | Time: 3189.46 ms [2022-04-18 02:28:58 main:581] : INFO : Epoch 1570 | loss: 0.0311753 | val_loss: 0.0311731 | Time: 3065.06 ms [2022-04-18 02:29:01 main:581] : INFO : Epoch 1571 | loss: 0.0311732 | val_loss: 0.0311724 | Time: 3140.45 ms [2022-04-18 02:29:04 main:581] : INFO : Epoch 1572 | loss: 0.0311724 | val_loss: 0.0311721 | Time: 3161.02 ms [2022-04-18 02:29:07 main:581] : INFO : Epoch 1573 | loss: 0.0311734 | val_loss: 0.0311719 | Time: 3253.18 ms [2022-04-18 02:29:10 main:581] : INFO : Epoch 1574 | loss: 0.0311746 | val_loss: 0.0311711 | Time: 3117.45 ms [2022-04-18 02:29:13 main:581] : INFO : Epoch 1575 | loss: 0.0311714 | val_loss: 0.0311721 | Time: 3019.91 ms [2022-04-18 02:29:17 main:581] : INFO : Epoch 1576 | loss: 0.031175 | val_loss: 0.0311728 | Time: 3268.51 ms [2022-04-18 02:29:20 main:581] : INFO : Epoch 1577 | loss: 0.0311741 | val_loss: 0.0311732 | Time: 3180.62 ms [2022-04-18 02:29:23 main:581] : INFO : Epoch 1578 | loss: 0.0311718 | val_loss: 0.0311704 | Time: 3008.33 ms [2022-04-18 02:29:26 main:581] : INFO : Epoch 1579 | loss: 0.031171 | val_loss: 0.031177 | Time: 3107.47 ms [2022-04-18 02:29:29 main:581] : INFO : Epoch 1580 | loss: 0.0311733 | val_loss: 0.0311708 | Time: 3206.68 ms [2022-04-18 02:29:32 main:581] : INFO : Epoch 1581 | loss: 0.0311697 | val_loss: 0.0311701 | Time: 3137.71 ms [2022-04-18 02:29:36 main:581] : INFO : Epoch 1582 | loss: 0.03117 | val_loss: 0.0311736 | Time: 3370.66 ms [2022-04-18 02:29:39 main:581] : INFO : Epoch 1583 | loss: 0.0311729 | val_loss: 0.0311702 | Time: 3321.56 ms [2022-04-18 02:29:42 main:581] : INFO : Epoch 1584 | loss: 0.0311728 | val_loss: 0.0311772 | Time: 3042.04 ms [2022-04-18 02:29:45 main:581] : INFO : Epoch 1585 | loss: 0.0311717 | val_loss: 0.0311688 | Time: 3178.59 ms [2022-04-18 02:29:48 main:581] : INFO : Epoch 1586 | loss: 0.0311687 | val_loss: 0.0311685 | Time: 2961.38 ms [2022-04-18 02:29:51 main:581] : INFO : Epoch 1587 | loss: 0.0311686 | val_loss: 0.0311709 | Time: 3159.62 ms [2022-04-18 02:29:55 main:581] : INFO : Epoch 1588 | loss: 0.0311686 | val_loss: 0.0311678 | Time: 3402.99 ms [2022-04-18 02:29:58 main:581] : INFO : Epoch 1589 | loss: 0.0311689 | val_loss: 0.0311753 | Time: 3451.8 ms [2022-04-18 02:30:01 main:581] : INFO : Epoch 1590 | loss: 0.031169 | val_loss: 0.0311677 | Time: 3197.34 ms [2022-04-18 02:30:05 main:581] : INFO : Epoch 1591 | loss: 0.0311674 | val_loss: 0.0311677 | Time: 3225.04 ms [2022-04-18 02:30:08 main:581] : INFO : Epoch 1592 | loss: 0.0311738 | val_loss: 0.0311758 | Time: 3198.22 ms [2022-04-18 02:30:11 main:581] : INFO : Epoch 1593 | loss: 0.0311721 | val_loss: 0.0311669 | Time: 3199.85 ms [2022-04-18 02:30:14 main:581] : INFO : Epoch 1594 | loss: 0.0311702 | val_loss: 0.0311719 | Time: 3169.37 ms [2022-04-18 02:30:17 main:581] : INFO : Epoch 1595 | loss: 0.0311721 | val_loss: 0.0311765 | Time: 3185.89 ms [2022-04-18 02:30:21 main:581] : INFO : Epoch 1596 | loss: 0.0311711 | val_loss: 0.0311707 | Time: 3125.52 ms [2022-04-18 02:30:24 main:581] : INFO : Epoch 1597 | loss: 0.0311704 | val_loss: 0.0311695 | Time: 3271.85 ms [2022-04-18 02:30:27 main:581] : INFO : Epoch 1598 | loss: 0.0311681 | val_loss: 0.0311732 | Time: 3096.21 ms [2022-04-18 02:30:30 main:581] : INFO : Epoch 1599 | loss: 0.0311683 | val_loss: 0.0311739 | Time: 3344.25 ms [2022-04-18 02:30:33 main:581] : INFO : Epoch 1600 | loss: 0.0311702 | val_loss: 0.0311722 | Time: 2836.21 ms [2022-04-18 02:30:36 main:581] : INFO : Epoch 1601 | loss: 0.0311687 | val_loss: 0.0311673 | Time: 2695.59 ms [2022-04-18 02:30:39 main:581] : INFO : Epoch 1602 | loss: 0.0311677 | val_loss: 0.0311672 | Time: 2851.06 ms [2022-04-18 02:30:42 main:581] : INFO : Epoch 1603 | loss: 0.0311678 | val_loss: 0.0311664 | Time: 2954.86 ms [2022-04-18 02:30:44 main:581] : INFO : Epoch 1604 | loss: 0.0311684 | val_loss: 0.0311662 | Time: 2845.02 ms [2022-04-18 02:30:47 main:581] : INFO : Epoch 1605 | loss: 0.0311662 | val_loss: 0.0311664 | Time: 2814 ms [2022-04-18 02:30:50 main:581] : INFO : Epoch 1606 | loss: 0.0311651 | val_loss: 0.0311672 | Time: 2947.41 ms [2022-04-18 02:30:53 main:581] : INFO : Epoch 1607 | loss: 0.0311647 | val_loss: 0.0311663 | Time: 2871.59 ms [2022-04-18 02:30:56 main:581] : INFO : Epoch 1608 | loss: 0.0311649 | val_loss: 0.0311682 | Time: 3039.02 ms [2022-04-18 02:30:59 main:581] : INFO : Epoch 1609 | loss: 0.0311648 | val_loss: 0.0311661 | Time: 3144.79 ms [2022-04-18 02:31:02 main:581] : INFO : Epoch 1610 | loss: 0.0311661 | val_loss: 0.0311662 | Time: 2774.86 ms [2022-04-18 02:31:05 main:581] : INFO : Epoch 1611 | loss: 0.0311673 | val_loss: 0.0311738 | Time: 2999.38 ms [2022-04-18 02:31:08 main:581] : INFO : Epoch 1612 | loss: 0.0311672 | val_loss: 0.0311736 | Time: 3034.71 ms [2022-04-18 02:31:11 main:581] : INFO : Epoch 1613 | loss: 0.0311644 | val_loss: 0.0311648 | Time: 2811.23 ms [2022-04-18 02:31:14 main:581] : INFO : Epoch 1614 | loss: 0.0311632 | val_loss: 0.0311698 | Time: 2989.8 ms [2022-04-18 02:31:17 main:581] : INFO : Epoch 1615 | loss: 0.0311659 | val_loss: 0.0311743 | Time: 2958.77 ms [2022-04-18 02:31:20 main:581] : INFO : Epoch 1616 | loss: 0.0311645 | val_loss: 0.0311659 | Time: 2820.94 ms [2022-04-18 02:31:23 main:581] : INFO : Epoch 1617 | loss: 0.0311685 | val_loss: 0.0311706 | Time: 3062.49 ms [2022-04-18 02:31:26 main:581] : INFO : Epoch 1618 | loss: 0.0311671 | val_loss: 0.0311753 | Time: 3057.41 ms [2022-04-18 02:31:29 main:581] : INFO : Epoch 1619 | loss: 0.0311686 | val_loss: 0.0311649 | Time: 3097.76 ms [2022-04-18 02:31:32 main:581] : INFO : Epoch 1620 | loss: 0.0311632 | val_loss: 0.0311662 | Time: 2913.85 ms [2022-04-18 02:31:35 main:581] : INFO : Epoch 1621 | loss: 0.0311634 | val_loss: 0.0311648 | Time: 2927.33 ms [2022-04-18 02:31:38 main:581] : INFO : Epoch 1622 | loss: 0.031163 | val_loss: 0.0311664 | Time: 2936.64 ms [2022-04-18 02:31:41 main:581] : INFO : Epoch 1623 | loss: 0.0311646 | val_loss: 0.0311651 | Time: 2963.44 ms [2022-04-18 02:31:43 main:581] : INFO : Epoch 1624 | loss: 0.0311627 | val_loss: 0.031165 | Time: 2793.56 ms [2022-04-18 02:31:46 main:581] : INFO : Epoch 1625 | loss: 0.0311619 | val_loss: 0.0311647 | Time: 2826.79 ms [2022-04-18 02:31:49 main:581] : INFO : Epoch 1626 | loss: 0.0311607 | val_loss: 0.0311653 | Time: 2859.44 ms [2022-04-18 02:31:52 main:581] : INFO : Epoch 1627 | loss: 0.0311636 | val_loss: 0.0311725 | Time: 3049.11 ms [2022-04-18 02:31:55 main:581] : INFO : Epoch 1628 | loss: 0.0311672 | val_loss: 0.0311708 | Time: 3002.35 ms [2022-04-18 02:31:58 main:581] : INFO : Epoch 1629 | loss: 0.0311655 | val_loss: 0.0311718 | Time: 3118.13 ms [2022-04-18 02:32:01 main:581] : INFO : Epoch 1630 | loss: 0.0311619 | val_loss: 0.0311649 | Time: 2988.67 ms [2022-04-18 02:32:04 main:581] : INFO : Epoch 1631 | loss: 0.0311601 | val_loss: 0.0311653 | Time: 2930.49 ms [2022-04-18 02:32:07 main:581] : INFO : Epoch 1632 | loss: 0.0311612 | val_loss: 0.0311733 | Time: 3142.17 ms [2022-04-18 02:32:10 main:581] : INFO : Epoch 1633 | loss: 0.0311631 | val_loss: 0.0311646 | Time: 3023.97 ms [2022-04-18 02:32:13 main:581] : INFO : Epoch 1634 | loss: 0.0311619 | val_loss: 0.0311704 | Time: 2943.05 ms [2022-04-18 02:32:16 main:581] : INFO : Epoch 1635 | loss: 0.0311634 | val_loss: 0.0311648 | Time: 2844.56 ms [2022-04-18 02:32:19 main:581] : INFO : Epoch 1636 | loss: 0.0311619 | val_loss: 0.0311686 | Time: 2770.45 ms [2022-04-18 02:32:22 main:581] : INFO : Epoch 1637 | loss: 0.0311621 | val_loss: 0.0311705 | Time: 3051.39 ms [2022-04-18 02:32:25 main:581] : INFO : Epoch 1638 | loss: 0.0311604 | val_loss: 0.0311648 | Time: 3214.23 ms [2022-04-18 02:32:28 main:581] : INFO : Epoch 1639 | loss: 0.0311591 | val_loss: 0.0311655 | Time: 3065.63 ms [2022-04-18 02:32:31 main:581] : INFO : Epoch 1640 | loss: 0.0311577 | val_loss: 0.0311665 | Time: 3075.41 ms [2022-04-18 02:32:35 main:581] : INFO : Epoch 1641 | loss: 0.0311575 | val_loss: 0.0311676 | Time: 3214.66 ms [2022-04-18 02:32:38 main:581] : INFO : Epoch 1642 | loss: 0.0311578 | val_loss: 0.0311654 | Time: 3086.43 ms [2022-04-18 02:32:41 main:581] : INFO : Epoch 1643 | loss: 0.0311592 | val_loss: 0.0311721 | Time: 3264.2 ms [2022-04-18 02:32:44 main:581] : INFO : Epoch 1644 | loss: 0.031161 | val_loss: 0.0311655 | Time: 3221.22 ms [2022-04-18 02:32:47 main:581] : INFO : Epoch 1645 | loss: 0.0311671 | val_loss: 0.0311719 | Time: 3033.64 ms [2022-04-18 02:32:50 main:581] : INFO : Epoch 1646 | loss: 0.0311584 | val_loss: 0.0311689 | Time: 3337.02 ms [2022-04-18 02:32:53 main:581] : INFO : Epoch 1647 | loss: 0.0311579 | val_loss: 0.0311636 | Time: 2963.32 ms [2022-04-18 02:32:57 main:581] : INFO : Epoch 1648 | loss: 0.0311552 | val_loss: 0.031168 | Time: 3103.16 ms [2022-04-18 02:33:00 main:581] : INFO : Epoch 1649 | loss: 0.0311556 | val_loss: 0.0311673 | Time: 3362.91 ms [2022-04-18 02:33:03 main:581] : INFO : Epoch 1650 | loss: 0.031156 | val_loss: 0.0311728 | Time: 2945.63 ms [2022-04-18 02:33:06 main:581] : INFO : Epoch 1651 | loss: 0.0311557 | val_loss: 0.0311652 | Time: 2994.53 ms [2022-04-18 02:33:09 main:581] : INFO : Epoch 1652 | loss: 0.0311554 | val_loss: 0.0311643 | Time: 2957.07 ms [2022-04-18 02:33:12 main:581] : INFO : Epoch 1653 | loss: 0.0311551 | val_loss: 0.0311661 | Time: 3227.81 ms [2022-04-18 02:33:15 main:581] : INFO : Epoch 1654 | loss: 0.0311719 | val_loss: 0.0311785 | Time: 3072.16 ms [2022-04-18 02:33:18 main:581] : INFO : Epoch 1655 | loss: 0.0311748 | val_loss: 0.0311715 | Time: 3258.72 ms [2022-04-18 02:33:21 main:581] : INFO : Epoch 1656 | loss: 0.0311691 | val_loss: 0.0311695 | Time: 2972.9 ms [2022-04-18 02:33:24 main:581] : INFO : Epoch 1657 | loss: 0.0311674 | val_loss: 0.0311798 | Time: 3147.34 ms [2022-04-18 02:33:28 main:581] : INFO : Epoch 1658 | loss: 0.0311708 | val_loss: 0.0311713 | Time: 3156.15 ms [2022-04-18 02:33:31 main:581] : INFO : Epoch 1659 | loss: 0.0311657 | val_loss: 0.0311702 | Time: 3047.15 ms [2022-04-18 02:33:34 main:581] : INFO : Epoch 1660 | loss: 0.0311634 | val_loss: 0.031172 | Time: 2892.35 ms [2022-04-18 02:33:37 main:581] : INFO : Epoch 1661 | loss: 0.0311619 | val_loss: 0.0311708 | Time: 2960.49 ms [2022-04-18 02:33:40 main:581] : INFO : Epoch 1662 | loss: 0.0311607 | val_loss: 0.0311716 | Time: 3023.49 ms [2022-04-18 02:33:43 main:581] : INFO : Epoch 1663 | loss: 0.031162 | val_loss: 0.0311788 | Time: 3011.15 ms [2022-04-18 02:33:46 main:581] : INFO : Epoch 1664 | loss: 0.0311661 | val_loss: 0.0311756 | Time: 2950.94 ms [2022-04-18 02:33:48 main:581] : INFO : Epoch 1665 | loss: 0.0311682 | val_loss: 0.0311802 | Time: 2833.37 ms [2022-04-18 02:33:51 main:581] : INFO : Epoch 1666 | loss: 0.0311772 | val_loss: 0.0311775 | Time: 3058.93 ms [2022-04-18 02:33:54 main:581] : INFO : Epoch 1667 | loss: 0.0311731 | val_loss: 0.0311728 | Time: 3002.7 ms [2022-04-18 02:33:57 main:581] : INFO : Epoch 1668 | loss: 0.031168 | val_loss: 0.0311672 | Time: 2705.21 ms [2022-04-18 02:34:00 main:581] : INFO : Epoch 1669 | loss: 0.0311658 | val_loss: 0.0311719 | Time: 2883.93 ms [2022-04-18 02:34:03 main:581] : INFO : Epoch 1670 | loss: 0.0311662 | val_loss: 0.031167 | Time: 2925.79 ms [2022-04-18 02:34:06 main:581] : INFO : Epoch 1671 | loss: 0.0311638 | val_loss: 0.0311656 | Time: 3014.33 ms [2022-04-18 02:34:09 main:581] : INFO : Epoch 1672 | loss: 0.0311631 | val_loss: 0.0311659 | Time: 2543.78 ms [2022-04-18 02:34:12 main:581] : INFO : Epoch 1673 | loss: 0.0311622 | val_loss: 0.0311644 | Time: 3002.24 ms [2022-04-18 02:34:15 main:581] : INFO : Epoch 1674 | loss: 0.03116 | val_loss: 0.0311643 | Time: 3037.35 ms [2022-04-18 02:34:17 main:581] : INFO : Epoch 1675 | loss: 0.0311674 | val_loss: 0.0311815 | Time: 2840.82 ms [2022-04-18 02:34:20 main:581] : INFO : Epoch 1676 | loss: 0.0311838 | val_loss: 0.0311807 | Time: 3016.21 ms [2022-04-18 02:34:23 main:581] : INFO : Epoch 1677 | loss: 0.0311761 | val_loss: 0.0311744 | Time: 3043.14 ms [2022-04-18 02:34:26 main:581] : INFO : Epoch 1678 | loss: 0.0311736 | val_loss: 0.0311722 | Time: 2674.03 ms [2022-04-18 02:34:29 main:581] : INFO : Epoch 1679 | loss: 0.03117 | val_loss: 0.0311743 | Time: 2787.06 ms [2022-04-18 02:34:32 main:581] : INFO : Epoch 1680 | loss: 0.0311675 | val_loss: 0.0311683 | Time: 2827.66 ms [2022-04-18 02:34:35 main:581] : INFO : Epoch 1681 | loss: 0.0311664 | val_loss: 0.0311671 | Time: 2879.76 ms [2022-04-18 02:34:38 main:581] : INFO : Epoch 1682 | loss: 0.0311713 | val_loss: 0.0311794 | Time: 3095.62 ms [2022-04-18 02:34:41 main:581] : INFO : Epoch 1683 | loss: 0.0311884 | val_loss: 0.031182 | Time: 3120.6 ms [2022-04-18 02:34:44 main:581] : INFO : Epoch 1684 | loss: 0.0311802 | val_loss: 0.0311793 | Time: 3184.94 ms [2022-04-18 02:34:47 main:581] : INFO : Epoch 1685 | loss: 0.0311752 | val_loss: 0.0311734 | Time: 2990.77 ms [2022-04-18 02:34:50 main:581] : INFO : Epoch 1686 | loss: 0.0311705 | val_loss: 0.0311694 | Time: 3042.66 ms [2022-04-18 02:34:53 main:581] : INFO : Epoch 1687 | loss: 0.0311692 | val_loss: 0.03117 | Time: 2902.07 ms [2022-04-18 02:34:56 main:581] : INFO : Epoch 1688 | loss: 0.0311761 | val_loss: 0.0311942 | Time: 2987.69 ms [2022-04-18 02:34:59 main:581] : INFO : Epoch 1689 | loss: 0.0312003 | val_loss: 0.0311896 | Time: 3376.55 ms [2022-04-18 02:35:03 main:581] : INFO : Epoch 1690 | loss: 0.0311888 | val_loss: 0.031182 | Time: 3216.16 ms [2022-04-18 02:35:05 main:581] : INFO : Epoch 1691 | loss: 0.03118 | val_loss: 0.0311791 | Time: 2909.83 ms [2022-04-18 02:35:09 main:581] : INFO : Epoch 1692 | loss: 0.0311779 | val_loss: 0.0311774 | Time: 3090.86 ms [2022-04-18 02:35:12 main:581] : INFO : Epoch 1693 | loss: 0.0311746 | val_loss: 0.0311755 | Time: 2990.79 ms [2022-04-18 02:35:15 main:581] : INFO : Epoch 1694 | loss: 0.0311732 | val_loss: 0.0311738 | Time: 3123.19 ms [2022-04-18 02:35:18 main:581] : INFO : Epoch 1695 | loss: 0.0311722 | val_loss: 0.0311748 | Time: 2887.34 ms [2022-04-18 02:35:21 main:581] : INFO : Epoch 1696 | loss: 0.0311718 | val_loss: 0.0311754 | Time: 3141.9 ms [2022-04-18 02:35:23 main:581] : INFO : Epoch 1697 | loss: 0.0311707 | val_loss: 0.0311721 | Time: 2657.85 ms [2022-04-18 02:35:26 main:581] : INFO : Epoch 1698 | loss: 0.0311687 | val_loss: 0.0311722 | Time: 2691.86 ms [2022-04-18 02:35:29 main:581] : INFO : Epoch 1699 | loss: 0.0311679 | val_loss: 0.0311704 | Time: 3086.27 ms [2022-04-18 02:35:32 main:581] : INFO : Epoch 1700 | loss: 0.0311678 | val_loss: 0.0311699 | Time: 2904.43 ms [2022-04-18 02:35:35 main:581] : INFO : Epoch 1701 | loss: 0.0311671 | val_loss: 0.0311696 | Time: 2920.94 ms [2022-04-18 02:35:38 main:581] : INFO : Epoch 1702 | loss: 0.031166 | val_loss: 0.0311697 | Time: 2830.5 ms [2022-04-18 02:35:41 main:581] : INFO : Epoch 1703 | loss: 0.0311648 | val_loss: 0.0311697 | Time: 2970.99 ms [2022-04-18 02:35:44 main:581] : INFO : Epoch 1704 | loss: 0.0311662 | val_loss: 0.0311718 | Time: 2930.12 ms [2022-04-18 02:35:47 main:581] : INFO : Epoch 1705 | loss: 0.0311681 | val_loss: 0.0311684 | Time: 3539.84 ms [2022-04-18 02:35:50 main:581] : INFO : Epoch 1706 | loss: 0.0311661 | val_loss: 0.0311707 | Time: 2935.84 ms [2022-04-18 02:35:53 main:581] : INFO : Epoch 1707 | loss: 0.0311659 | val_loss: 0.0311664 | Time: 2971.15 ms [2022-04-18 02:35:56 main:581] : INFO : Epoch 1708 | loss: 0.0311642 | val_loss: 0.0311681 | Time: 2849.66 ms [2022-04-18 02:35:59 main:581] : INFO : Epoch 1709 | loss: 0.0311653 | val_loss: 0.0311691 | Time: 2952.66 ms [2022-04-18 02:36:02 main:581] : INFO : Epoch 1710 | loss: 0.0311643 | val_loss: 0.0311682 | Time: 2976.73 ms [2022-04-18 02:36:05 main:581] : INFO : Epoch 1711 | loss: 0.0311633 | val_loss: 0.0311678 | Time: 3183.76 ms [2022-04-18 02:36:08 main:581] : INFO : Epoch 1712 | loss: 0.0311631 | val_loss: 0.031166 | Time: 2976.01 ms [2022-04-18 02:36:11 main:581] : INFO : Epoch 1713 | loss: 0.0311637 | val_loss: 0.0311673 | Time: 2995.79 ms [2022-04-18 02:36:14 main:581] : INFO : Epoch 1714 | loss: 0.0311638 | val_loss: 0.0311687 | Time: 3026.34 ms [2022-04-18 02:36:17 main:581] : INFO : Epoch 1715 | loss: 0.0311631 | val_loss: 0.031166 | Time: 3088.66 ms [2022-04-18 02:36:20 main:581] : INFO : Epoch 1716 | loss: 0.0311622 | val_loss: 0.0311659 | Time: 2877.47 ms [2022-04-18 02:36:23 main:581] : INFO : Epoch 1717 | loss: 0.0311617 | val_loss: 0.0311652 | Time: 2858.01 ms [2022-04-18 02:36:26 main:581] : INFO : Epoch 1718 | loss: 0.0311615 | val_loss: 0.0311662 | Time: 3519.2 ms [2022-04-18 02:36:30 main:581] : INFO : Epoch 1719 | loss: 0.0311611 | val_loss: 0.0311656 | Time: 3758.93 ms [2022-04-18 02:36:34 main:581] : INFO : Epoch 1720 | loss: 0.0311606 | val_loss: 0.0311664 | Time: 3413.35 ms [2022-04-18 02:36:37 main:581] : INFO : Epoch 1721 | loss: 0.0311611 | val_loss: 0.0311691 | Time: 3596.05 ms [2022-04-18 02:36:40 main:581] : INFO : Epoch 1722 | loss: 0.0311616 | val_loss: 0.0311687 | Time: 3167.94 ms [2022-04-18 02:36:44 main:581] : INFO : Epoch 1723 | loss: 0.0311686 | val_loss: 0.0311674 | Time: 3530.3 ms [2022-04-18 02:36:47 main:581] : INFO : Epoch 1724 | loss: 0.0311674 | val_loss: 0.0311661 | Time: 3434.45 ms [2022-04-18 02:36:51 main:581] : INFO : Epoch 1725 | loss: 0.0311651 | val_loss: 0.0311658 | Time: 3282.57 ms [2022-04-18 02:36:54 main:581] : INFO : Epoch 1726 | loss: 0.0311641 | val_loss: 0.0311651 | Time: 3471.94 ms [2022-04-18 02:36:57 main:581] : INFO : Epoch 1727 | loss: 0.0311635 | val_loss: 0.0311648 | Time: 3373.79 ms [2022-04-18 02:37:01 main:581] : INFO : Epoch 1728 | loss: 0.0311624 | val_loss: 0.0311655 | Time: 3240.32 ms [2022-04-18 02:37:04 main:581] : INFO : Epoch 1729 | loss: 0.0311612 | val_loss: 0.0311652 | Time: 3285.41 ms [2022-04-18 02:37:07 main:581] : INFO : Epoch 1730 | loss: 0.0311597 | val_loss: 0.0311638 | Time: 3286.18 ms [2022-04-18 02:37:11 main:581] : INFO : Epoch 1731 | loss: 0.0311594 | val_loss: 0.0311646 | Time: 3327.65 ms [2022-04-18 02:37:14 main:581] : INFO : Epoch 1732 | loss: 0.03116 | val_loss: 0.0311651 | Time: 3390.86 ms [2022-04-18 02:37:17 main:581] : INFO : Epoch 1733 | loss: 0.0311585 | val_loss: 0.031164 | Time: 3198.69 ms [2022-04-18 02:37:21 main:581] : INFO : Epoch 1734 | loss: 0.0311578 | val_loss: 0.0311647 | Time: 3314.97 ms [2022-04-18 02:37:24 main:581] : INFO : Epoch 1735 | loss: 0.0311586 | val_loss: 0.0311637 | Time: 3316.44 ms [2022-04-18 02:37:28 main:581] : INFO : Epoch 1736 | loss: 0.0311586 | val_loss: 0.0311648 | Time: 3744.53 ms [2022-04-18 02:37:31 main:581] : INFO : Epoch 1737 | loss: 0.0311578 | val_loss: 0.0311613 | Time: 3317.77 ms [2022-04-18 02:37:34 main:581] : INFO : Epoch 1738 | loss: 0.0311579 | val_loss: 0.031162 | Time: 3307.95 ms [2022-04-18 02:37:38 main:581] : INFO : Epoch 1739 | loss: 0.0311587 | val_loss: 0.0311645 | Time: 3485.23 ms [2022-04-18 02:37:41 main:581] : INFO : Epoch 1740 | loss: 0.031158 | val_loss: 0.031165 | Time: 3474.82 ms [2022-04-18 02:37:44 main:581] : INFO : Epoch 1741 | loss: 0.0311571 | val_loss: 0.0311649 | Time: 3319.47 ms [2022-04-18 02:37:48 main:581] : INFO : Epoch 1742 | loss: 0.0311563 | val_loss: 0.0311646 | Time: 3476.88 ms [2022-04-18 02:37:51 main:581] : INFO : Epoch 1743 | loss: 0.0311554 | val_loss: 0.0311655 | Time: 3219.26 ms [2022-04-18 02:37:55 main:581] : INFO : Epoch 1744 | loss: 0.0311556 | val_loss: 0.031165 | Time: 3393.01 ms [2022-04-18 02:37:58 main:581] : INFO : Epoch 1745 | loss: 0.0311574 | val_loss: 0.0311636 | Time: 3403.15 ms [2022-04-18 02:38:01 main:581] : INFO : Epoch 1746 | loss: 0.0311596 | val_loss: 0.0311637 | Time: 3133.88 ms [2022-04-18 02:38:05 main:581] : INFO : Epoch 1747 | loss: 0.0311567 | val_loss: 0.0311658 | Time: 3639.89 ms [2022-04-18 02:38:08 main:581] : INFO : Epoch 1748 | loss: 0.0311582 | val_loss: 0.0311657 | Time: 3149.89 ms [2022-04-18 02:38:11 main:581] : INFO : Epoch 1749 | loss: 0.0311572 | val_loss: 0.0311649 | Time: 3318.42 ms [2022-04-18 02:38:15 main:581] : INFO : Epoch 1750 | loss: 0.0311562 | val_loss: 0.0311659 | Time: 3316.58 ms [2022-04-18 02:38:18 main:581] : INFO : Epoch 1751 | loss: 0.0311567 | val_loss: 0.0311647 | Time: 3228.47 ms [2022-04-18 02:38:21 main:581] : INFO : Epoch 1752 | loss: 0.031159 | val_loss: 0.0311652 | Time: 3042.87 ms [2022-04-18 02:38:24 main:581] : INFO : Epoch 1753 | loss: 0.0311572 | val_loss: 0.0311659 | Time: 3199.02 ms [2022-04-18 02:38:27 main:581] : INFO : Epoch 1754 | loss: 0.0311568 | val_loss: 0.0311685 | Time: 2987.79 ms [2022-04-18 02:38:30 main:581] : INFO : Epoch 1755 | loss: 0.0311579 | val_loss: 0.0311654 | Time: 3229.71 ms [2022-04-18 02:38:33 main:581] : INFO : Epoch 1756 | loss: 0.0311564 | val_loss: 0.031167 | Time: 3114.69 ms [2022-04-18 02:38:37 main:581] : INFO : Epoch 1757 | loss: 0.0311562 | val_loss: 0.0311628 | Time: 3200.68 ms [2022-04-18 02:38:40 main:581] : INFO : Epoch 1758 | loss: 0.0311558 | val_loss: 0.0311651 | Time: 3261.07 ms [2022-04-18 02:38:43 main:581] : INFO : Epoch 1759 | loss: 0.0311549 | val_loss: 0.0311641 | Time: 3367.35 ms [2022-04-18 02:38:47 main:581] : INFO : Epoch 1760 | loss: 0.031154 | val_loss: 0.0311642 | Time: 3455.39 ms [2022-04-18 02:38:50 main:581] : INFO : Epoch 1761 | loss: 0.0311539 | val_loss: 0.0311657 | Time: 3312.34 ms [2022-04-18 02:38:53 main:581] : INFO : Epoch 1762 | loss: 0.0311534 | val_loss: 0.0311628 | Time: 3207.65 ms [2022-04-18 02:38:56 main:581] : INFO : Epoch 1763 | loss: 0.0311534 | val_loss: 0.0311665 | Time: 3336.21 ms [2022-04-18 02:39:00 main:581] : INFO : Epoch 1764 | loss: 0.031153 | val_loss: 0.0311666 | Time: 3336.83 ms [2022-04-18 02:39:03 main:581] : INFO : Epoch 1765 | loss: 0.0311539 | val_loss: 0.0311639 | Time: 3396.97 ms [2022-04-18 02:39:07 main:581] : INFO : Epoch 1766 | loss: 0.0311525 | val_loss: 0.0311639 | Time: 3302.28 ms [2022-04-18 02:39:10 main:581] : INFO : Epoch 1767 | loss: 0.0311527 | val_loss: 0.031164 | Time: 3483.13 ms [2022-04-18 02:39:13 main:581] : INFO : Epoch 1768 | loss: 0.031154 | val_loss: 0.0311651 | Time: 3322.93 ms [2022-04-18 02:39:17 main:581] : INFO : Epoch 1769 | loss: 0.0311535 | val_loss: 0.0311668 | Time: 3552.77 ms [2022-04-18 02:39:20 main:581] : INFO : Epoch 1770 | loss: 0.031154 | val_loss: 0.0311654 | Time: 3251.59 ms [2022-04-18 02:39:23 main:581] : INFO : Epoch 1771 | loss: 0.0311524 | val_loss: 0.0311652 | Time: 3271.71 ms [2022-04-18 02:39:27 main:581] : INFO : Epoch 1772 | loss: 0.0311529 | val_loss: 0.0311686 | Time: 3172.58 ms [2022-04-18 02:39:30 main:581] : INFO : Epoch 1773 | loss: 0.0311535 | val_loss: 0.0311663 | Time: 3168.87 ms [2022-04-18 02:39:33 main:581] : INFO : Epoch 1774 | loss: 0.0311509 | val_loss: 0.0311663 | Time: 3263.59 ms [2022-04-18 02:39:36 main:581] : INFO : Epoch 1775 | loss: 0.0311515 | val_loss: 0.0311648 | Time: 3250.92 ms [2022-04-18 02:39:40 main:581] : INFO : Epoch 1776 | loss: 0.0311533 | val_loss: 0.0311661 | Time: 3287.93 ms [2022-04-18 02:39:43 main:581] : INFO : Epoch 1777 | loss: 0.0311539 | val_loss: 0.0311646 | Time: 3432.91 ms [2022-04-18 02:39:47 main:581] : INFO : Epoch 1778 | loss: 0.0311516 | val_loss: 0.0311642 | Time: 3517.7 ms [2022-04-18 02:39:50 main:581] : INFO : Epoch 1779 | loss: 0.0311528 | val_loss: 0.0311635 | Time: 3464.27 ms [2022-04-18 02:39:53 main:581] : INFO : Epoch 1780 | loss: 0.0311526 | val_loss: 0.0311629 | Time: 3328.48 ms [2022-04-18 02:39:57 main:581] : INFO : Epoch 1781 | loss: 0.0311525 | val_loss: 0.0311657 | Time: 3403.14 ms [2022-04-18 02:40:00 main:581] : INFO : Epoch 1782 | loss: 0.031152 | val_loss: 0.0311683 | Time: 3289.63 ms [2022-04-18 02:40:03 main:581] : INFO : Epoch 1783 | loss: 0.0311531 | val_loss: 0.0311636 | Time: 3026.86 ms [2022-04-18 02:40:06 main:581] : INFO : Epoch 1784 | loss: 0.0311517 | val_loss: 0.0311647 | Time: 2980.76 ms [2022-04-18 02:40:09 main:581] : INFO : Epoch 1785 | loss: 0.0311511 | val_loss: 0.0311645 | Time: 2973.33 ms [2022-04-18 02:40:12 main:581] : INFO : Epoch 1786 | loss: 0.0311509 | val_loss: 0.0311656 | Time: 2945.44 ms [2022-04-18 02:40:15 main:581] : INFO : Epoch 1787 | loss: 0.0311509 | val_loss: 0.031166 | Time: 2981.78 ms [2022-04-18 02:40:18 main:581] : INFO : Epoch 1788 | loss: 0.0311507 | val_loss: 0.0311641 | Time: 3063.2 ms [2022-04-18 02:40:21 main:581] : INFO : Epoch 1789 | loss: 0.0311506 | val_loss: 0.0311651 | Time: 3023.96 ms [2022-04-18 02:40:24 main:581] : INFO : Epoch 1790 | loss: 0.0311496 | val_loss: 0.0311644 | Time: 3043.65 ms [2022-04-18 02:40:27 main:581] : INFO : Epoch 1791 | loss: 0.0311493 | val_loss: 0.0311651 | Time: 2936.38 ms [2022-04-18 02:40:30 main:581] : INFO : Epoch 1792 | loss: 0.0311494 | val_loss: 0.0311682 | Time: 3167.16 ms [2022-04-18 02:40:33 main:581] : INFO : Epoch 1793 | loss: 0.0311527 | val_loss: 0.0311646 | Time: 2901.02 ms [2022-04-18 02:40:36 main:581] : INFO : Epoch 1794 | loss: 0.0311522 | val_loss: 0.0311668 | Time: 3042.82 ms [2022-04-18 02:40:39 main:581] : INFO : Epoch 1795 | loss: 0.0311508 | val_loss: 0.0311662 | Time: 3122.8 ms [2022-04-18 02:40:42 main:581] : INFO : Epoch 1796 | loss: 0.03115 | val_loss: 0.0311657 | Time: 2955.07 ms [2022-04-18 02:40:45 main:581] : INFO : Epoch 1797 | loss: 0.0311495 | val_loss: 0.0311671 | Time: 3126.14 ms [2022-04-18 02:40:48 main:581] : INFO : Epoch 1798 | loss: 0.0311509 | val_loss: 0.0311642 | Time: 2998.4 ms [2022-04-18 02:40:51 main:581] : INFO : Epoch 1799 | loss: 0.0311521 | val_loss: 0.031167 | Time: 3079.42 ms [2022-04-18 02:40:55 main:581] : INFO : Epoch 1800 | loss: 0.0311516 | val_loss: 0.0311632 | Time: 3138.76 ms [2022-04-18 02:40:58 main:581] : INFO : Epoch 1801 | loss: 0.0311527 | val_loss: 0.0311645 | Time: 3129.16 ms [2022-04-18 02:41:01 main:581] : INFO : Epoch 1802 | loss: 0.0311516 | val_loss: 0.0311647 | Time: 3152.84 ms [2022-04-18 02:41:04 main:581] : INFO : Epoch 1803 | loss: 0.0311513 | val_loss: 0.0311644 | Time: 3137.52 ms [2022-04-18 02:41:07 main:581] : INFO : Epoch 1804 | loss: 0.0311539 | val_loss: 0.0311666 | Time: 3242.57 ms [2022-04-18 02:41:10 main:581] : INFO : Epoch 1805 | loss: 0.0311516 | val_loss: 0.031163 | Time: 3020.44 ms [2022-04-18 02:41:13 main:581] : INFO : Epoch 1806 | loss: 0.0311507 | val_loss: 0.0311649 | Time: 3083.41 ms [2022-04-18 02:41:16 main:581] : INFO : Epoch 1807 | loss: 0.0311497 | val_loss: 0.0311668 | Time: 3031.81 ms [2022-04-18 02:41:20 main:581] : INFO : Epoch 1808 | loss: 0.0311496 | val_loss: 0.0311648 | Time: 3169.24 ms [2022-04-18 02:41:23 main:581] : INFO : Epoch 1809 | loss: 0.0311503 | val_loss: 0.0311668 | Time: 3023.76 ms [2022-04-18 02:41:26 main:581] : INFO : Epoch 1810 | loss: 0.031153 | val_loss: 0.0311657 | Time: 2993.31 ms [2022-04-18 02:41:28 main:581] : INFO : Epoch 1811 | loss: 0.0311501 | val_loss: 0.0311669 | Time: 2903.7 ms [2022-04-18 02:41:31 main:581] : INFO : Epoch 1812 | loss: 0.0311504 | val_loss: 0.0311633 | Time: 2782.19 ms [2022-04-18 02:41:34 main:581] : INFO : Epoch 1813 | loss: 0.0311499 | val_loss: 0.0311636 | Time: 2986.78 ms [2022-04-18 02:41:37 main:581] : INFO : Epoch 1814 | loss: 0.0311486 | val_loss: 0.0311656 | Time: 2977.15 ms [2022-04-18 02:41:40 main:581] : INFO : Epoch 1815 | loss: 0.0311498 | val_loss: 0.0311649 | Time: 2919.1 ms [2022-04-18 02:41:43 main:581] : INFO : Epoch 1816 | loss: 0.0311497 | val_loss: 0.0311662 | Time: 2936.42 ms [2022-04-18 02:41:46 main:581] : INFO : Epoch 1817 | loss: 0.0311484 | val_loss: 0.0311646 | Time: 2610.08 ms [2022-04-18 02:41:49 main:581] : INFO : Epoch 1818 | loss: 0.0311489 | val_loss: 0.031163 | Time: 3081.95 ms [2022-04-18 02:41:52 main:581] : INFO : Epoch 1819 | loss: 0.0311486 | val_loss: 0.0311669 | Time: 2850.73 ms [2022-04-18 02:41:55 main:581] : INFO : Epoch 1820 | loss: 0.031148 | val_loss: 0.0311644 | Time: 2942.64 ms [2022-04-18 02:41:58 main:581] : INFO : Epoch 1821 | loss: 0.0311495 | val_loss: 0.0311656 | Time: 3309.41 ms [2022-04-18 02:42:01 main:581] : INFO : Epoch 1822 | loss: 0.0311482 | val_loss: 0.0311672 | Time: 3376.67 ms [2022-04-18 02:42:05 main:581] : INFO : Epoch 1823 | loss: 0.0311482 | val_loss: 0.0311657 | Time: 3314.83 ms [2022-04-18 02:42:08 main:581] : INFO : Epoch 1824 | loss: 0.0311484 | val_loss: 0.0311687 | Time: 3217.65 ms [2022-04-18 02:42:11 main:581] : INFO : Epoch 1825 | loss: 0.0311498 | val_loss: 0.031163 | Time: 3378.81 ms [2022-04-18 02:42:14 main:581] : INFO : Epoch 1826 | loss: 0.0311466 | val_loss: 0.0311649 | Time: 3260.85 ms [2022-04-18 02:42:18 main:581] : INFO : Epoch 1827 | loss: 0.0311492 | val_loss: 0.0311644 | Time: 3518.95 ms [2022-04-18 02:42:21 main:581] : INFO : Epoch 1828 | loss: 0.0311477 | val_loss: 0.0311633 | Time: 3455.28 ms [2022-04-18 02:42:25 main:581] : INFO : Epoch 1829 | loss: 0.0311506 | val_loss: 0.0311642 | Time: 3298.86 ms [2022-04-18 02:42:28 main:581] : INFO : Epoch 1830 | loss: 0.0311473 | val_loss: 0.0311618 | Time: 3158.35 ms [2022-04-18 02:42:31 main:581] : INFO : Epoch 1831 | loss: 0.0311491 | val_loss: 0.0311637 | Time: 3016.99 ms [2022-04-18 02:42:34 main:581] : INFO : Epoch 1832 | loss: 0.0311487 | val_loss: 0.0311626 | Time: 3242.02 ms [2022-04-18 02:42:38 main:581] : INFO : Epoch 1833 | loss: 0.0311497 | val_loss: 0.0311669 | Time: 3526.43 ms [2022-04-18 02:42:41 main:581] : INFO : Epoch 1834 | loss: 0.0311483 | val_loss: 0.0311638 | Time: 3265.8 ms [2022-04-18 02:42:44 main:581] : INFO : Epoch 1835 | loss: 0.0311471 | val_loss: 0.0311626 | Time: 3060.78 ms [2022-04-18 02:42:47 main:581] : INFO : Epoch 1836 | loss: 0.0311459 | val_loss: 0.0311649 | Time: 3069.19 ms [2022-04-18 02:42:50 main:581] : INFO : Epoch 1837 | loss: 0.0311467 | val_loss: 0.0311653 | Time: 3114.78 ms [2022-04-18 02:42:54 main:581] : INFO : Epoch 1838 | loss: 0.031147 | val_loss: 0.0311655 | Time: 3353.91 ms [2022-04-18 02:42:57 main:581] : INFO : Epoch 1839 | loss: 0.0311471 | val_loss: 0.0311651 | Time: 3260.89 ms [2022-04-18 02:43:00 main:581] : INFO : Epoch 1840 | loss: 0.0311489 | val_loss: 0.031164 | Time: 3514.53 ms [2022-04-18 02:43:04 main:581] : INFO : Epoch 1841 | loss: 0.0311504 | val_loss: 0.0311644 | Time: 3337.18 ms [2022-04-18 02:43:07 main:581] : INFO : Epoch 1842 | loss: 0.0311496 | val_loss: 0.0311635 | Time: 3433.1 ms [2022-04-18 02:43:10 main:581] : INFO : Epoch 1843 | loss: 0.0311491 | val_loss: 0.0311671 | Time: 3062.23 ms [2022-04-18 02:43:13 main:581] : INFO : Epoch 1844 | loss: 0.0311521 | val_loss: 0.0311644 | Time: 3175.92 ms [2022-04-18 02:43:16 main:581] : INFO : Epoch 1845 | loss: 0.0311482 | val_loss: 0.0311668 | Time: 3156.25 ms [2022-04-18 02:43:20 main:581] : INFO : Epoch 1846 | loss: 0.0311487 | val_loss: 0.0311656 | Time: 3397.78 ms [2022-04-18 02:43:23 main:581] : INFO : Epoch 1847 | loss: 0.031148 | val_loss: 0.0311675 | Time: 3283.46 ms [2022-04-18 02:43:27 main:581] : INFO : Epoch 1848 | loss: 0.0311517 | val_loss: 0.0311636 | Time: 3456.95 ms [2022-04-18 02:43:30 main:581] : INFO : Epoch 1849 | loss: 0.0311515 | val_loss: 0.0311649 | Time: 3223.64 ms [2022-04-18 02:43:33 main:581] : INFO : Epoch 1850 | loss: 0.0311512 | val_loss: 0.0311661 | Time: 3301.9 ms [2022-04-18 02:43:36 main:581] : INFO : Epoch 1851 | loss: 0.0311497 | val_loss: 0.0311649 | Time: 3279.9 ms [2022-04-18 02:43:40 main:581] : INFO : Epoch 1852 | loss: 0.031149 | val_loss: 0.0311619 | Time: 3294.21 ms [2022-04-18 02:43:43 main:581] : INFO : Epoch 1853 | loss: 0.0311481 | val_loss: 0.0311648 | Time: 3334.34 ms [2022-04-18 02:43:46 main:581] : INFO : Epoch 1854 | loss: 0.0311489 | val_loss: 0.031163 | Time: 3272.65 ms [2022-04-18 02:43:49 main:581] : INFO : Epoch 1855 | loss: 0.0311476 | val_loss: 0.031163 | Time: 3136.82 ms [2022-04-18 02:43:53 main:581] : INFO : Epoch 1856 | loss: 0.0311474 | val_loss: 0.0311615 | Time: 3373.38 ms [2022-04-18 02:43:56 main:581] : INFO : Epoch 1857 | loss: 0.0311476 | val_loss: 0.0311606 | Time: 3319.44 ms [2022-04-18 02:44:00 main:581] : INFO : Epoch 1858 | loss: 0.0311461 | val_loss: 0.0311612 | Time: 3530.3 ms [2022-04-18 02:44:03 main:581] : INFO : Epoch 1859 | loss: 0.0311447 | val_loss: 0.0311631 | Time: 3232.92 ms [2022-04-18 02:44:06 main:581] : INFO : Epoch 1860 | loss: 0.0311449 | val_loss: 0.031165 | Time: 3275.61 ms [2022-04-18 02:44:10 main:581] : INFO : Epoch 1861 | loss: 0.0311442 | val_loss: 0.031163 | Time: 3393.8 ms [2022-04-18 02:44:13 main:581] : INFO : Epoch 1862 | loss: 0.031146 | val_loss: 0.0311646 | Time: 3359.51 ms [2022-04-18 02:44:16 main:581] : INFO : Epoch 1863 | loss: 0.0311484 | val_loss: 0.0311645 | Time: 3332.51 ms [2022-04-18 02:44:19 main:581] : INFO : Epoch 1864 | loss: 0.0311735 | val_loss: 0.0311749 | Time: 3183.63 ms [2022-04-18 02:44:23 main:581] : INFO : Epoch 1865 | loss: 0.0311772 | val_loss: 0.031173 | Time: 3245.35 ms [2022-04-18 02:44:26 main:581] : INFO : Epoch 1866 | loss: 0.031172 | val_loss: 0.0311693 | Time: 3602.17 ms [2022-04-18 02:44:30 main:581] : INFO : Epoch 1867 | loss: 0.0311706 | val_loss: 0.0311738 | Time: 3347.48 ms [2022-04-18 02:44:33 main:581] : INFO : Epoch 1868 | loss: 0.031172 | val_loss: 0.0311721 | Time: 3126.15 ms [2022-04-18 02:44:36 main:581] : INFO : Epoch 1869 | loss: 0.0311715 | val_loss: 0.0311711 | Time: 3247.25 ms [2022-04-18 02:44:39 main:581] : INFO : Epoch 1870 | loss: 0.0311669 | val_loss: 0.03117 | Time: 3042.73 ms [2022-04-18 02:44:42 main:581] : INFO : Epoch 1871 | loss: 0.0311657 | val_loss: 0.0311683 | Time: 2717.07 ms [2022-04-18 02:44:45 main:581] : INFO : Epoch 1872 | loss: 0.0311644 | val_loss: 0.0311682 | Time: 3291.92 ms [2022-04-18 02:44:48 main:581] : INFO : Epoch 1873 | loss: 0.0311642 | val_loss: 0.0311667 | Time: 3360.49 ms [2022-04-18 02:44:52 main:581] : INFO : Epoch 1874 | loss: 0.0311622 | val_loss: 0.0311671 | Time: 3322.33 ms [2022-04-18 02:44:55 main:581] : INFO : Epoch 1875 | loss: 0.0311626 | val_loss: 0.0311672 | Time: 3322.39 ms [2022-04-18 02:44:58 main:581] : INFO : Epoch 1876 | loss: 0.0311617 | val_loss: 0.0311684 | Time: 3247.73 ms [2022-04-18 02:45:02 main:581] : INFO : Epoch 1877 | loss: 0.0311612 | val_loss: 0.0311665 | Time: 3456.96 ms [2022-04-18 02:45:05 main:581] : INFO : Epoch 1878 | loss: 0.0311607 | val_loss: 0.0311683 | Time: 3116.98 ms [2022-04-18 02:45:08 main:581] : INFO : Epoch 1879 | loss: 0.0311611 | val_loss: 0.0311646 | Time: 3291.72 ms [2022-04-18 02:45:11 main:581] : INFO : Epoch 1880 | loss: 0.0311598 | val_loss: 0.0311662 | Time: 3288.99 ms [2022-04-18 02:45:15 main:581] : INFO : Epoch 1881 | loss: 0.0311605 | val_loss: 0.0311696 | Time: 3283.84 ms [2022-04-18 02:45:18 main:581] : INFO : Epoch 1882 | loss: 0.0311649 | val_loss: 0.0311646 | Time: 3243.28 ms [2022-04-18 02:45:21 main:581] : INFO : Epoch 1883 | loss: 0.0311657 | val_loss: 0.0311631 | Time: 3232.59 ms [2022-04-18 02:45:24 main:581] : INFO : Epoch 1884 | loss: 0.0311599 | val_loss: 0.0311645 | Time: 3223.74 ms [2022-04-18 02:45:28 main:581] : INFO : Epoch 1885 | loss: 0.0311575 | val_loss: 0.0311646 | Time: 3190.91 ms [2022-04-18 02:45:31 main:581] : INFO : Epoch 1886 | loss: 0.0311566 | val_loss: 0.0311653 | Time: 3216.43 ms [2022-04-18 02:45:34 main:581] : INFO : Epoch 1887 | loss: 0.0311584 | val_loss: 0.0311706 | Time: 3250.95 ms [2022-04-18 02:45:37 main:581] : INFO : Epoch 1888 | loss: 0.0311574 | val_loss: 0.0311666 | Time: 3216.53 ms [2022-04-18 02:45:41 main:581] : INFO : Epoch 1889 | loss: 0.0311575 | val_loss: 0.0311655 | Time: 3247.94 ms [2022-04-18 02:45:44 main:581] : INFO : Epoch 1890 | loss: 0.031158 | val_loss: 0.0311668 | Time: 3172.91 ms [2022-04-18 02:45:47 main:581] : INFO : Epoch 1891 | loss: 0.0311569 | val_loss: 0.0311651 | Time: 3461.79 ms [2022-04-18 02:45:51 main:581] : INFO : Epoch 1892 | loss: 0.0311556 | val_loss: 0.0311649 | Time: 3514.5 ms [2022-04-18 02:45:54 main:581] : INFO : Epoch 1893 | loss: 0.0311561 | val_loss: 0.0311653 | Time: 3414.9 ms [2022-04-18 02:45:58 main:581] : INFO : Epoch 1894 | loss: 0.0311555 | val_loss: 0.0311669 | Time: 3387.54 ms [2022-04-18 02:46:01 main:581] : INFO : Epoch 1895 | loss: 0.0311564 | val_loss: 0.0311642 | Time: 3524.63 ms [2022-04-18 02:46:04 main:581] : INFO : Epoch 1896 | loss: 0.0311568 | val_loss: 0.0311629 | Time: 3289.92 ms [2022-04-18 02:46:08 main:581] : INFO : Epoch 1897 | loss: 0.0311561 | val_loss: 0.0311642 | Time: 3243.62 ms [2022-04-18 02:46:11 main:581] : INFO : Epoch 1898 | loss: 0.0311557 | val_loss: 0.0311632 | Time: 3332.93 ms [2022-04-18 02:46:14 main:581] : INFO : Epoch 1899 | loss: 0.0311547 | val_loss: 0.0311648 | Time: 3446.03 ms [2022-04-18 02:46:18 main:581] : INFO : Epoch 1900 | loss: 0.0311556 | val_loss: 0.0311652 | Time: 3173.55 ms [2022-04-18 02:46:21 main:581] : INFO : Epoch 1901 | loss: 0.0311549 | val_loss: 0.0311636 | Time: 3620.17 ms [2022-04-18 02:46:24 main:581] : INFO : Epoch 1902 | loss: 0.0311535 | val_loss: 0.0311652 | Time: 2721.09 ms [2022-04-18 02:46:27 main:581] : INFO : Epoch 1903 | loss: 0.0311523 | val_loss: 0.0311622 | Time: 3343.12 ms [2022-04-18 02:46:30 main:581] : INFO : Epoch 1904 | loss: 0.0311522 | val_loss: 0.0311646 | Time: 3067.88 ms [2022-04-18 02:46:34 main:581] : INFO : Epoch 1905 | loss: 0.0311531 | val_loss: 0.0311655 | Time: 3615.79 ms [2022-04-18 02:46:37 main:581] : INFO : Epoch 1906 | loss: 0.0311548 | val_loss: 0.0311657 | Time: 3315.83 ms [2022-04-18 02:46:41 main:581] : INFO : Epoch 1907 | loss: 0.0311528 | val_loss: 0.0311622 | Time: 3453.16 ms [2022-04-18 02:46:44 main:581] : INFO : Epoch 1908 | loss: 0.031154 | val_loss: 0.0311639 | Time: 3462.15 ms [2022-04-18 02:46:47 main:581] : INFO : Epoch 1909 | loss: 0.031153 | val_loss: 0.0311665 | Time: 3255.54 ms [2022-04-18 02:46:51 main:581] : INFO : Epoch 1910 | loss: 0.0311536 | val_loss: 0.0311636 | Time: 3210.01 ms [2022-04-18 02:46:54 main:581] : INFO : Epoch 1911 | loss: 0.0311531 | val_loss: 0.0311643 | Time: 3221.14 ms [2022-04-18 02:46:57 main:581] : INFO : Epoch 1912 | loss: 0.0311529 | val_loss: 0.0311635 | Time: 3161.03 ms [2022-04-18 02:47:00 main:581] : INFO : Epoch 1913 | loss: 0.031153 | val_loss: 0.0311632 | Time: 2854.32 ms [2022-04-18 02:47:03 main:581] : INFO : Epoch 1914 | loss: 0.0311547 | val_loss: 0.0311603 | Time: 3297.16 ms [2022-04-18 02:47:07 main:581] : INFO : Epoch 1915 | loss: 0.0311536 | val_loss: 0.0311612 | Time: 3415.07 ms [2022-04-18 02:47:10 main:581] : INFO : Epoch 1916 | loss: 0.0311532 | val_loss: 0.0311606 | Time: 3480.03 ms [2022-04-18 02:47:13 main:581] : INFO : Epoch 1917 | loss: 0.0311524 | val_loss: 0.0311618 | Time: 3166.72 ms [2022-04-18 02:47:16 main:581] : INFO : Epoch 1918 | loss: 0.0311518 | val_loss: 0.0311634 | Time: 3257.32 ms [2022-04-18 02:47:20 main:581] : INFO : Epoch 1919 | loss: 0.0311522 | val_loss: 0.0311615 | Time: 3370.71 ms [2022-04-18 02:47:23 main:581] : INFO : Epoch 1920 | loss: 0.0311517 | val_loss: 0.0311612 | Time: 2894.84 ms [2022-04-18 02:47:26 main:581] : INFO : Epoch 1921 | loss: 0.0311519 | val_loss: 0.0311643 | Time: 2801.06 ms [2022-04-18 02:47:29 main:581] : INFO : Epoch 1922 | loss: 0.0311516 | val_loss: 0.0311625 | Time: 2975.06 ms [2022-04-18 02:47:31 main:581] : INFO : Epoch 1923 | loss: 0.0311522 | val_loss: 0.0311621 | Time: 2504.7 ms [2022-04-18 02:47:34 main:581] : INFO : Epoch 1924 | loss: 0.0311509 | val_loss: 0.0311638 | Time: 2666.97 ms [2022-04-18 02:47:36 main:581] : INFO : Epoch 1925 | loss: 0.0311511 | val_loss: 0.0311627 | Time: 2624.76 ms [2022-04-18 02:47:39 main:581] : INFO : Epoch 1926 | loss: 0.0311502 | val_loss: 0.0311676 | Time: 2827.16 ms [2022-04-18 02:47:42 main:581] : INFO : Epoch 1927 | loss: 0.0311512 | val_loss: 0.0311672 | Time: 2939.96 ms [2022-04-18 02:47:45 main:581] : INFO : Epoch 1928 | loss: 0.0311504 | val_loss: 0.031164 | Time: 2900.35 ms [2022-04-18 02:47:48 main:581] : INFO : Epoch 1929 | loss: 0.0311495 | val_loss: 0.0311639 | Time: 3113.37 ms [2022-04-18 02:47:51 main:581] : INFO : Epoch 1930 | loss: 0.0311509 | val_loss: 0.0311628 | Time: 3091.29 ms [2022-04-18 02:47:55 main:581] : INFO : Epoch 1931 | loss: 0.0311516 | val_loss: 0.0311615 | Time: 3328.61 ms [2022-04-18 02:47:58 main:581] : INFO : Epoch 1932 | loss: 0.0311542 | val_loss: 0.0311628 | Time: 3136.36 ms [2022-04-18 02:48:01 main:581] : INFO : Epoch 1933 | loss: 0.0311538 | val_loss: 0.0311609 | Time: 3016.34 ms [2022-04-18 02:48:03 main:581] : INFO : Epoch 1934 | loss: 0.0311533 | val_loss: 0.031163 | Time: 2781.18 ms [2022-04-18 02:48:06 main:581] : INFO : Epoch 1935 | loss: 0.0311528 | val_loss: 0.0311608 | Time: 2905.31 ms [2022-04-18 02:48:09 main:581] : INFO : Epoch 1936 | loss: 0.0311526 | val_loss: 0.0311617 | Time: 2959.01 ms [2022-04-18 02:48:12 main:581] : INFO : Epoch 1937 | loss: 0.0311521 | val_loss: 0.0311668 | Time: 2931.13 ms [2022-04-18 02:48:15 main:581] : INFO : Epoch 1938 | loss: 0.0311839 | val_loss: 0.0311771 | Time: 2917.45 ms [2022-04-18 02:48:18 main:581] : INFO : Epoch 1939 | loss: 0.0311727 | val_loss: 0.0311707 | Time: 3189.92 ms [2022-04-18 02:48:21 main:581] : INFO : Epoch 1940 | loss: 0.0311648 | val_loss: 0.0311669 | Time: 2918.14 ms [2022-04-18 02:48:24 main:581] : INFO : Epoch 1941 | loss: 0.0311608 | val_loss: 0.0311638 | Time: 3097.84 ms [2022-04-18 02:48:28 main:581] : INFO : Epoch 1942 | loss: 0.0311608 | val_loss: 0.0311677 | Time: 3247.74 ms [2022-04-18 02:48:31 main:581] : INFO : Epoch 1943 | loss: 0.0311585 | val_loss: 0.0311658 | Time: 3044.86 ms [2022-04-18 02:48:34 main:581] : INFO : Epoch 1944 | loss: 0.0311579 | val_loss: 0.0311641 | Time: 3182.71 ms [2022-04-18 02:48:37 main:581] : INFO : Epoch 1945 | loss: 0.0311562 | val_loss: 0.0311644 | Time: 3211.61 ms [2022-04-18 02:48:40 main:581] : INFO : Epoch 1946 | loss: 0.0311555 | val_loss: 0.0311654 | Time: 2902.36 ms [2022-04-18 02:48:43 main:581] : INFO : Epoch 1947 | loss: 0.0311567 | val_loss: 0.0311647 | Time: 2974.49 ms [2022-04-18 02:48:46 main:581] : INFO : Epoch 1948 | loss: 0.0311543 | val_loss: 0.031163 | Time: 3164.71 ms [2022-04-18 02:48:49 main:581] : INFO : Epoch 1949 | loss: 0.0311536 | val_loss: 0.0311625 | Time: 3300.27 ms [2022-04-18 02:48:52 main:581] : INFO : Epoch 1950 | loss: 0.0311528 | val_loss: 0.0311629 | Time: 2821.1 ms [2022-04-18 02:48:55 main:581] : INFO : Epoch 1951 | loss: 0.0311535 | val_loss: 0.0311632 | Time: 3032.75 ms [2022-04-18 02:48:58 main:581] : INFO : Epoch 1952 | loss: 0.0311551 | val_loss: 0.0311635 | Time: 2975.25 ms [2022-04-18 02:49:01 main:581] : INFO : Epoch 1953 | loss: 0.0311525 | val_loss: 0.0311624 | Time: 2998.8 ms [2022-04-18 02:49:04 main:581] : INFO : Epoch 1954 | loss: 0.0311528 | val_loss: 0.0311642 | Time: 2758.32 ms [2022-04-18 02:49:07 main:581] : INFO : Epoch 1955 | loss: 0.0311537 | val_loss: 0.0311654 | Time: 2864.56 ms [2022-04-18 02:49:10 main:581] : INFO : Epoch 1956 | loss: 0.0311557 | val_loss: 0.0311692 | Time: 3321.69 ms [2022-04-18 02:49:13 main:581] : INFO : Epoch 1957 | loss: 0.0311649 | val_loss: 0.031177 | Time: 3287.49 ms [2022-04-18 02:49:17 main:581] : INFO : Epoch 1958 | loss: 0.0311745 | val_loss: 0.0311848 | Time: 3746.5 ms [2022-04-18 02:49:21 main:581] : INFO : Epoch 1959 | loss: 0.0311736 | val_loss: 0.0311746 | Time: 3314.1 ms [2022-04-18 02:49:24 main:581] : INFO : Epoch 1960 | loss: 0.0311684 | val_loss: 0.0311772 | Time: 3552.7 ms [2022-04-18 02:49:28 main:581] : INFO : Epoch 1961 | loss: 0.0311671 | val_loss: 0.0311731 | Time: 3506.81 ms [2022-04-18 02:49:31 main:581] : INFO : Epoch 1962 | loss: 0.0311642 | val_loss: 0.0311689 | Time: 3545.77 ms [2022-04-18 02:49:34 main:581] : INFO : Epoch 1963 | loss: 0.0311655 | val_loss: 0.0311686 | Time: 3189.61 ms [2022-04-18 02:49:38 main:581] : INFO : Epoch 1964 | loss: 0.0311687 | val_loss: 0.0311742 | Time: 3481 ms [2022-04-18 02:49:41 main:581] : INFO : Epoch 1965 | loss: 0.0311714 | val_loss: 0.0311898 | Time: 3408.92 ms [2022-04-18 02:49:45 main:581] : INFO : Epoch 1966 | loss: 0.0312012 | val_loss: 0.0312 | Time: 3459.2 ms [2022-04-18 02:49:48 main:581] : INFO : Epoch 1967 | loss: 0.0312014 | val_loss: 0.0311992 | Time: 3116.51 ms [2022-04-18 02:49:51 main:581] : INFO : Epoch 1968 | loss: 0.031198 | val_loss: 0.0311951 | Time: 3330.99 ms [2022-04-18 02:49:55 main:581] : INFO : Epoch 1969 | loss: 0.0311929 | val_loss: 0.0311918 | Time: 3440.85 ms [2022-04-18 02:49:58 main:581] : INFO : Epoch 1970 | loss: 0.0311919 | val_loss: 0.0311919 | Time: 3424.07 ms [2022-04-18 02:50:01 main:581] : INFO : Epoch 1971 | loss: 0.0311849 | val_loss: 0.0311811 | Time: 3206.95 ms [2022-04-18 02:50:05 main:581] : INFO : Epoch 1972 | loss: 0.031177 | val_loss: 0.0311808 | Time: 3295.73 ms [2022-04-18 02:50:08 main:581] : INFO : Epoch 1973 | loss: 0.031173 | val_loss: 0.03118 | Time: 3334.16 ms [2022-04-18 02:50:11 main:581] : INFO : Epoch 1974 | loss: 0.0311706 | val_loss: 0.0311777 | Time: 3306.42 ms [2022-04-18 02:50:15 main:581] : INFO : Epoch 1975 | loss: 0.0311681 | val_loss: 0.0311776 | Time: 3473.4 ms [2022-04-18 02:50:18 main:581] : INFO : Epoch 1976 | loss: 0.0311684 | val_loss: 0.0311787 | Time: 3160.43 ms [2022-04-18 02:50:21 main:581] : INFO : Epoch 1977 | loss: 0.0311695 | val_loss: 0.0311816 | Time: 3363.32 ms [2022-04-18 02:50:25 main:581] : INFO : Epoch 1978 | loss: 0.0311758 | val_loss: 0.0311797 | Time: 3629.93 ms [2022-04-18 02:50:29 main:581] : INFO : Epoch 1979 | loss: 0.0311735 | val_loss: 0.031175 | Time: 3761.46 ms [2022-04-18 02:50:32 main:581] : INFO : Epoch 1980 | loss: 0.0311686 | val_loss: 0.0311778 | Time: 3477.49 ms [2022-04-18 02:50:35 main:581] : INFO : Epoch 1981 | loss: 0.0311689 | val_loss: 0.0311747 | Time: 3285.38 ms [2022-04-18 02:50:39 main:581] : INFO : Epoch 1982 | loss: 0.0311684 | val_loss: 0.0311726 | Time: 3271.1 ms [2022-04-18 02:50:42 main:581] : INFO : Epoch 1983 | loss: 0.0311668 | val_loss: 0.0311735 | Time: 3377.1 ms [2022-04-18 02:50:45 main:581] : INFO : Epoch 1984 | loss: 0.0311643 | val_loss: 0.0311748 | Time: 3433.33 ms [2022-04-18 02:50:49 main:581] : INFO : Epoch 1985 | loss: 0.0311704 | val_loss: 0.0311808 | Time: 3751.22 ms [2022-04-18 02:50:52 main:581] : INFO : Epoch 1986 | loss: 0.0311659 | val_loss: 0.03117 | Time: 3320.1 ms [2022-04-18 02:50:56 main:581] : INFO : Epoch 1987 | loss: 0.0311661 | val_loss: 0.0311795 | Time: 3659.58 ms [2022-04-18 02:51:00 main:581] : INFO : Epoch 1988 | loss: 0.0311659 | val_loss: 0.03117 | Time: 3449.74 ms [2022-04-18 02:51:03 main:581] : INFO : Epoch 1989 | loss: 0.0311624 | val_loss: 0.0311685 | Time: 3402.94 ms [2022-04-18 02:51:06 main:581] : INFO : Epoch 1990 | loss: 0.0311607 | val_loss: 0.0311674 | Time: 3461.64 ms [2022-04-18 02:51:10 main:581] : INFO : Epoch 1991 | loss: 0.0311629 | val_loss: 0.0311747 | Time: 3433.51 ms [2022-04-18 02:51:14 main:581] : INFO : Epoch 1992 | loss: 0.0311603 | val_loss: 0.0311694 | Time: 3778.44 ms [2022-04-18 02:51:17 main:581] : INFO : Epoch 1993 | loss: 0.0311602 | val_loss: 0.0311687 | Time: 3313.32 ms [2022-04-18 02:51:20 main:581] : INFO : Epoch 1994 | loss: 0.0311596 | val_loss: 0.0311692 | Time: 3377.34 ms [2022-04-18 02:51:24 main:581] : INFO : Epoch 1995 | loss: 0.0311599 | val_loss: 0.0311757 | Time: 3619.54 ms [2022-04-18 02:51:27 main:581] : INFO : Epoch 1996 | loss: 0.0311614 | val_loss: 0.0311766 | Time: 3266.11 ms [2022-04-18 02:51:31 main:581] : INFO : Epoch 1997 | loss: 0.0311621 | val_loss: 0.0311741 | Time: 3612.32 ms [2022-04-18 02:51:34 main:581] : INFO : Epoch 1998 | loss: 0.0311601 | val_loss: 0.0311719 | Time: 3447.1 ms [2022-04-18 02:51:38 main:581] : INFO : Epoch 1999 | loss: 0.0311583 | val_loss: 0.0311677 | Time: 3570.01 ms [2022-04-18 02:51:41 main:581] : INFO : Epoch 2000 | loss: 0.0311572 | val_loss: 0.0311665 | Time: 3574.99 ms [2022-04-18 02:51:45 main:581] : INFO : Epoch 2001 | loss: 0.0311601 | val_loss: 0.0311717 | Time: 3625.73 ms [2022-04-18 02:51:48 main:581] : INFO : Epoch 2002 | loss: 0.0311592 | val_loss: 0.0311722 | Time: 3250.86 ms [2022-04-18 02:51:52 main:581] : INFO : Epoch 2003 | loss: 0.0311565 | val_loss: 0.0311672 | Time: 3300.74 ms [2022-04-18 02:51:55 main:581] : INFO : Epoch 2004 | loss: 0.0311571 | val_loss: 0.0311687 | Time: 3364.94 ms [2022-04-18 02:51:58 main:581] : INFO : Epoch 2005 | loss: 0.0311567 | val_loss: 0.0311668 | Time: 3432.1 ms [2022-04-18 02:52:02 main:581] : INFO : Epoch 2006 | loss: 0.0311553 | val_loss: 0.0311691 | Time: 3385.01 ms [2022-04-18 02:52:05 main:581] : INFO : Epoch 2007 | loss: 0.0311551 | val_loss: 0.0311687 | Time: 3275.05 ms [2022-04-18 02:52:09 main:581] : INFO : Epoch 2008 | loss: 0.0311547 | val_loss: 0.031168 | Time: 3499.29 ms [2022-04-18 02:52:12 main:581] : INFO : Epoch 2009 | loss: 0.0311542 | val_loss: 0.0311679 | Time: 3297.61 ms [2022-04-18 02:52:15 main:581] : INFO : Epoch 2010 | loss: 0.0311533 | val_loss: 0.0311675 | Time: 3213.02 ms [2022-04-18 02:52:18 main:581] : INFO : Epoch 2011 | loss: 0.0311534 | val_loss: 0.0311673 | Time: 3367.88 ms [2022-04-18 02:52:22 main:581] : INFO : Epoch 2012 | loss: 0.0311562 | val_loss: 0.0311672 | Time: 3287.1 ms [2022-04-18 02:52:25 main:581] : INFO : Epoch 2013 | loss: 0.0311548 | val_loss: 0.0311681 | Time: 3340.62 ms [2022-04-18 02:52:28 main:581] : INFO : Epoch 2014 | loss: 0.0311536 | val_loss: 0.0311671 | Time: 3363.95 ms [2022-04-18 02:52:32 main:581] : INFO : Epoch 2015 | loss: 0.031153 | val_loss: 0.0311687 | Time: 3232.23 ms [2022-04-18 02:52:35 main:581] : INFO : Epoch 2016 | loss: 0.031158 | val_loss: 0.0311769 | Time: 3243.43 ms [2022-04-18 02:52:38 main:581] : INFO : Epoch 2017 | loss: 0.0311642 | val_loss: 0.0311701 | Time: 3369.93 ms [2022-04-18 02:52:42 main:581] : INFO : Epoch 2018 | loss: 0.0311625 | val_loss: 0.031171 | Time: 3230.57 ms [2022-04-18 02:52:45 main:581] : INFO : Epoch 2019 | loss: 0.0311641 | val_loss: 0.0311712 | Time: 3218.63 ms [2022-04-18 02:52:48 main:581] : INFO : Epoch 2020 | loss: 0.0311637 | val_loss: 0.0311724 | Time: 3343.55 ms [2022-04-18 02:52:51 main:581] : INFO : Epoch 2021 | loss: 0.031162 | val_loss: 0.0311684 | Time: 3250 ms [2022-04-18 02:52:55 main:581] : INFO : Epoch 2022 | loss: 0.0311601 | val_loss: 0.0311703 | Time: 3406.36 ms [2022-04-18 02:52:58 main:581] : INFO : Epoch 2023 | loss: 0.0311601 | val_loss: 0.0311717 | Time: 3384.61 ms [2022-04-18 02:53:02 main:581] : INFO : Epoch 2024 | loss: 0.0311579 | val_loss: 0.0311699 | Time: 3403.99 ms [2022-04-18 02:53:05 main:581] : INFO : Epoch 2025 | loss: 0.0311605 | val_loss: 0.0311728 | Time: 3519.23 ms [2022-04-18 02:53:08 main:581] : INFO : Epoch 2026 | loss: 0.0311609 | val_loss: 0.0311714 | Time: 3143.36 ms [2022-04-18 02:53:11 main:581] : INFO : Epoch 2027 | loss: 0.0311633 | val_loss: 0.03117 | Time: 3288.35 ms [2022-04-18 02:53:15 main:581] : INFO : Epoch 2028 | loss: 0.0311599 | val_loss: 0.0311706 | Time: 3345.77 ms [2022-04-18 02:53:18 main:581] : INFO : Epoch 2029 | loss: 0.0311581 | val_loss: 0.0311687 | Time: 3361.09 ms [2022-04-18 02:53:21 main:581] : INFO : Epoch 2030 | loss: 0.031159 | val_loss: 0.0311685 | Time: 3126.33 ms [2022-04-18 02:53:25 main:581] : INFO : Epoch 2031 | loss: 0.0311572 | val_loss: 0.0311675 | Time: 3761.82 ms [2022-04-18 02:53:28 main:581] : INFO : Epoch 2032 | loss: 0.0311578 | val_loss: 0.0311693 | Time: 3352.07 ms [2022-04-18 02:53:32 main:581] : INFO : Epoch 2033 | loss: 0.0311557 | val_loss: 0.0311699 | Time: 3797.64 ms [2022-04-18 02:53:36 main:581] : INFO : Epoch 2034 | loss: 0.0311586 | val_loss: 0.0311689 | Time: 3352.98 ms [2022-04-18 02:53:39 main:581] : INFO : Epoch 2035 | loss: 0.0311589 | val_loss: 0.0311684 | Time: 3437.76 ms [2022-04-18 02:53:42 main:581] : INFO : Epoch 2036 | loss: 0.0311596 | val_loss: 0.0311701 | Time: 3340.06 ms [2022-04-18 02:53:46 main:581] : INFO : Epoch 2037 | loss: 0.0311566 | val_loss: 0.0311696 | Time: 3443.78 ms [2022-04-18 02:53:49 main:581] : INFO : Epoch 2038 | loss: 0.0311595 | val_loss: 0.0311727 | Time: 3170.62 ms [2022-04-18 02:53:52 main:581] : INFO : Epoch 2039 | loss: 0.0311572 | val_loss: 0.0311675 | Time: 3442.43 ms [2022-04-18 02:53:56 main:581] : INFO : Epoch 2040 | loss: 0.0311547 | val_loss: 0.0311686 | Time: 3087.39 ms [2022-04-18 02:53:59 main:581] : INFO : Epoch 2041 | loss: 0.0311575 | val_loss: 0.0311693 | Time: 3386.19 ms [2022-04-18 02:54:02 main:581] : INFO : Epoch 2042 | loss: 0.0311566 | val_loss: 0.0311699 | Time: 3247.36 ms [2022-04-18 02:54:05 main:581] : INFO : Epoch 2043 | loss: 0.0311543 | val_loss: 0.0311701 | Time: 3111 ms [2022-04-18 02:54:09 main:581] : INFO : Epoch 2044 | loss: 0.0311544 | val_loss: 0.0311691 | Time: 3495.07 ms [2022-04-18 02:54:12 main:581] : INFO : Epoch 2045 | loss: 0.0311548 | val_loss: 0.0311688 | Time: 3313.05 ms [2022-04-18 02:54:15 main:581] : INFO : Epoch 2046 | loss: 0.0311537 | val_loss: 0.0311723 | Time: 3394.95 ms [2022-04-18 02:54:19 main:581] : INFO : Epoch 2047 | loss: 0.0311574 | val_loss: 0.0311661 | Time: 3292 ms [2022-04-18 02:54:22 main:581] : INFO : Epoch 2048 | loss: 0.0311529 | val_loss: 0.0311689 | Time: 3395.81 ms [2022-04-18 02:54:22 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311689 [2022-04-18 02:54:22 main:610] : INFO : Saving end state to config to file [2022-04-18 02:54:22 main:615] : INFO : Success, exiting.. 02:54:22 (28421): 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)