Task 14624540
| Name | ParityModified-1647039825-6714-3-0_1 |
| Workunit | 11245608 |
| Created | 19 Apr 2022, 1:52:10 UTC |
| Sent | 19 Apr 2022, 1:52:28 UTC |
| Report deadline | 27 Apr 2022, 1:52:28 UTC |
| Received | 19 Apr 2022, 4:24:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14331 |
| Run time | 1 hours 39 min 56 sec |
| CPU time | 1 hours 33 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311712 | val_loss: 0.0311832 | Time: 3026.93 ms
[2022-04-18 20:14:27 main:574] : INFO : Epoch 1543 | loss: 0.0311687 | val_loss: 0.0311811 | Time: 2959.48 ms
[2022-04-18 20:14:30 main:574] : INFO : Epoch 1544 | loss: 0.0311665 | val_loss: 0.0311793 | Time: 2997.27 ms
[2022-04-18 20:14:33 main:574] : INFO : Epoch 1545 | loss: 0.0311668 | val_loss: 0.0311798 | Time: 2974.44 ms
[2022-04-18 20:14:36 main:574] : INFO : Epoch 1546 | loss: 0.0311686 | val_loss: 0.0311795 | Time: 3022.3 ms
[2022-04-18 20:14:39 main:574] : INFO : Epoch 1547 | loss: 0.0311718 | val_loss: 0.0311824 | Time: 2954.59 ms
[2022-04-18 20:14:42 main:574] : INFO : Epoch 1548 | loss: 0.0311715 | val_loss: 0.0311786 | Time: 3016.18 ms
[2022-04-18 20:14:45 main:574] : INFO : Epoch 1549 | loss: 0.0311685 | val_loss: 0.03118 | Time: 2974.94 ms
[2022-04-18 20:14:47 main:574] : INFO : Epoch 1550 | loss: 0.0311675 | val_loss: 0.0311783 | Time: 2933.96 ms
[2022-04-18 20:14:50 main:574] : INFO : Epoch 1551 | loss: 0.0311641 | val_loss: 0.0311786 | Time: 3041.32 ms
[2022-04-18 20:14:54 main:574] : INFO : Epoch 1552 | loss: 0.0311654 | val_loss: 0.0311766 | Time: 3039.32 ms
[2022-04-18 20:14:56 main:574] : INFO : Epoch 1553 | loss: 0.0311682 | val_loss: 0.0311805 | Time: 2962.74 ms
[2022-04-18 20:14:59 main:574] : INFO : Epoch 1554 | loss: 0.0311671 | val_loss: 0.0311792 | Time: 2931.64 ms
[2022-04-18 20:15:02 main:574] : INFO : Epoch 1555 | loss: 0.0311654 | val_loss: 0.0311816 | Time: 3007.86 ms
[2022-04-18 20:15:05 main:574] : INFO : Epoch 1556 | loss: 0.0311667 | val_loss: 0.0311814 | Time: 2988.58 ms
[2022-04-18 20:15:08 main:574] : INFO : Epoch 1557 | loss: 0.0311643 | val_loss: 0.0311796 | Time: 3056.06 ms
[2022-04-18 20:15:11 main:574] : INFO : Epoch 1558 | loss: 0.031163 | val_loss: 0.0311789 | Time: 2990.27 ms
[2022-04-18 20:15:14 main:574] : INFO : Epoch 1559 | loss: 0.031162 | val_loss: 0.0311806 | Time: 3001.01 ms
[2022-04-18 20:15:18 main:574] : INFO : Epoch 1560 | loss: 0.0311634 | val_loss: 0.0311844 | Time: 3048.26 ms
[2022-04-18 20:15:21 main:574] : INFO : Epoch 1561 | loss: 0.0311648 | val_loss: 0.031181 | Time: 3054.49 ms
[2022-04-18 20:15:24 main:574] : INFO : Epoch 1562 | loss: 0.0311635 | val_loss: 0.0311821 | Time: 3035 ms
[2022-04-18 20:15:27 main:574] : INFO : Epoch 1563 | loss: 0.0311647 | val_loss: 0.0311778 | Time: 3032.05 ms
[2022-04-18 20:15:30 main:574] : INFO : Epoch 1564 | loss: 0.0311632 | val_loss: 0.0311807 | Time: 3021.27 ms
[2022-04-18 20:15:33 main:574] : INFO : Epoch 1565 | loss: 0.0311637 | val_loss: 0.0311827 | Time: 2931.85 ms
[2022-04-18 20:15:36 main:574] : INFO : Epoch 1566 | loss: 0.0311626 | val_loss: 0.0311792 | Time: 2955.09 ms
[2022-04-18 20:15:39 main:574] : INFO : Epoch 1567 | loss: 0.0311615 | val_loss: 0.0311774 | Time: 2934.42 ms
[2022-04-18 20:15:42 main:574] : INFO : Epoch 1568 | loss: 0.0311615 | val_loss: 0.0311788 | Time: 3008.36 ms
[2022-04-18 20:15:45 main:574] : INFO : Epoch 1569 | loss: 0.0311618 | val_loss: 0.0311773 | Time: 2925.89 ms
[2022-04-18 20:15:47 main:574] : INFO : Epoch 1570 | loss: 0.0311606 | val_loss: 0.0311793 | Time: 2984.16 ms
[2022-04-18 20:15:51 main:574] : INFO : Epoch 1571 | loss: 0.0311619 | val_loss: 0.03118 | Time: 3009.57 ms
[2022-04-18 20:15:53 main:574] : INFO : Epoch 1572 | loss: 0.0311645 | val_loss: 0.0311828 | Time: 2925.51 ms
[2022-04-18 20:15:56 main:574] : INFO : Epoch 1573 | loss: 0.0311702 | val_loss: 0.0311825 | Time: 2982.98 ms
[2022-04-18 20:15:59 main:574] : INFO : Epoch 1574 | loss: 0.0311696 | val_loss: 0.0311844 | Time: 3036.41 ms
[2022-04-18 20:16:02 main:574] : INFO : Epoch 1575 | loss: 0.0311686 | val_loss: 0.0311835 | Time: 2976.63 ms
[2022-04-18 20:16:05 main:574] : INFO : Epoch 1576 | loss: 0.0311711 | val_loss: 0.0311797 | Time: 2934.46 ms
[2022-04-18 20:16:08 main:574] : INFO : Epoch 1577 | loss: 0.0311713 | val_loss: 0.031179 | Time: 2958.45 ms
[2022-04-18 20:16:11 main:574] : INFO : Epoch 1578 | loss: 0.031168 | val_loss: 0.0311776 | Time: 3023.77 ms
[2022-04-18 20:16:14 main:574] : INFO : Epoch 1579 | loss: 0.0311684 | val_loss: 0.0311783 | Time: 2991.48 ms
[2022-04-18 20:16:17 main:574] : INFO : Epoch 1580 | loss: 0.0311706 | val_loss: 0.0311783 | Time: 2953.01 ms
[2022-04-18 20:16:20 main:574] : INFO : Epoch 1581 | loss: 0.0311679 | val_loss: 0.0311786 | Time: 3010.08 ms
[2022-04-18 20:16:23 main:574] : INFO : Epoch 1582 | loss: 0.0311654 | val_loss: 0.0311782 | Time: 2987.89 ms
[2022-04-18 20:16:26 main:574] : INFO : Epoch 1583 | loss: 0.0311662 | val_loss: 0.0311763 | Time: 2953.6 ms
[2022-04-18 20:16:29 main:574] : INFO : Epoch 1584 | loss: 0.0311641 | val_loss: 0.0311758 | Time: 2973.56 ms
[2022-04-18 20:16:32 main:574] : INFO : Epoch 1585 | loss: 0.0311648 | val_loss: 0.0311774 | Time: 3019.66 ms
[2022-04-18 20:16:35 main:574] : INFO : Epoch 1586 | loss: 0.0311659 | val_loss: 0.0311762 | Time: 3013.83 ms
[2022-04-18 20:16:38 main:574] : INFO : Epoch 1587 | loss: 0.0311628 | val_loss: 0.0311761 | Time: 2998.85 ms
[2022-04-18 20:16:41 main:574] : INFO : Epoch 1588 | loss: 0.0311619 | val_loss: 0.0311775 | Time: 3062.71 ms
[2022-04-18 20:16:44 main:574] : INFO : Epoch 1589 | loss: 0.0311618 | val_loss: 0.0311767 | Time: 3013.01 ms
[2022-04-18 20:16:47 main:574] : INFO : Epoch 1590 | loss: 0.031162 | val_loss: 0.0311788 | Time: 3002.07 ms
[2022-04-18 20:16:50 main:574] : INFO : Epoch 1591 | loss: 0.0311606 | val_loss: 0.0311767 | Time: 2984 ms
[2022-04-18 20:16:53 main:574] : INFO : Epoch 1592 | loss: 0.0311611 | val_loss: 0.0311785 | Time: 2961.19 ms
[2022-04-18 20:16:56 main:574] : INFO : Epoch 1593 | loss: 0.0311618 | val_loss: 0.0311768 | Time: 2972.57 ms
[2022-04-18 20:16:59 main:574] : INFO : Epoch 1594 | loss: 0.0311605 | val_loss: 0.0311736 | Time: 2955.39 ms
[2022-04-18 20:17:02 main:574] : INFO : Epoch 1595 | loss: 0.0311657 | val_loss: 0.0311812 | Time: 2978.15 ms
[2022-04-18 20:17:05 main:574] : INFO : Epoch 1596 | loss: 0.0311704 | val_loss: 0.0311774 | Time: 2905.33 ms
[2022-04-18 20:17:08 main:574] : INFO : Epoch 1597 | loss: 0.031167 | val_loss: 0.0311772 | Time: 2912.5 ms
[2022-04-18 20:17:11 main:574] : INFO : Epoch 1598 | loss: 0.0311652 | val_loss: 0.031174 | Time: 2897.28 ms
[2022-04-18 20:17:14 main:574] : INFO : Epoch 1599 | loss: 0.031164 | val_loss: 0.0311762 | Time: 2890.29 ms
[2022-04-18 20:17:17 main:574] : INFO : Epoch 1600 | loss: 0.0311642 | val_loss: 0.0311786 | Time: 2840.42 ms
[2022-04-18 20:17:20 main:574] : INFO : Epoch 1601 | loss: 0.0311643 | val_loss: 0.0311816 | Time: 2874.7 ms
[2022-04-18 20:17:22 main:574] : INFO : Epoch 1602 | loss: 0.0311742 | val_loss: 0.0311835 | Time: 2882.01 ms
[2022-04-18 20:17:25 main:574] : INFO : Epoch 1603 | loss: 0.0311693 | val_loss: 0.03118 | Time: 2789.92 ms
[2022-04-18 20:17:28 main:574] : INFO : Epoch 1604 | loss: 0.0311653 | val_loss: 0.0311789 | Time: 2825.77 ms
[2022-04-18 20:17:31 main:574] : INFO : Epoch 1605 | loss: 0.0311701 | val_loss: 0.031183 | Time: 2843.99 ms
[2022-04-18 20:17:34 main:574] : INFO : Epoch 1606 | loss: 0.031171 | val_loss: 0.0311807 | Time: 2890.47 ms
[2022-04-18 20:17:37 main:574] : INFO : Epoch 1607 | loss: 0.0311737 | val_loss: 0.0311836 | Time: 2812.61 ms
[2022-04-18 20:17:39 main:574] : INFO : Epoch 1608 | loss: 0.0311665 | val_loss: 0.0311791 | Time: 2840.16 ms
[2022-04-18 20:17:42 main:574] : INFO : Epoch 1609 | loss: 0.0311652 | val_loss: 0.0311809 | Time: 2908.59 ms
[2022-04-18 20:17:45 main:574] : INFO : Epoch 1610 | loss: 0.0311672 | val_loss: 0.0311831 | Time: 2836.96 ms
[2022-04-18 20:17:48 main:574] : INFO : Epoch 1611 | loss: 0.0311661 | val_loss: 0.0311794 | Time: 2833.35 ms
[2022-04-18 20:17:51 main:574] : INFO : Epoch 1612 | loss: 0.0311629 | val_loss: 0.0311779 | Time: 2835.65 ms
[2022-04-18 20:17:54 main:574] : INFO : Epoch 1613 | loss: 0.0311637 | val_loss: 0.0311805 | Time: 2871.82 ms
[2022-04-18 20:17:57 main:574] : INFO : Epoch 1614 | loss: 0.0311633 | val_loss: 0.0311752 | Time: 2842.85 ms
[2022-04-18 20:18:00 main:574] : INFO : Epoch 1615 | loss: 0.0311656 | val_loss: 0.031175 | Time: 2923.73 ms
[2022-04-18 20:18:02 main:574] : INFO : Epoch 1616 | loss: 0.031164 | val_loss: 0.0311763 | Time: 2830.85 ms
[2022-04-18 20:18:05 main:574] : INFO : Epoch 1617 | loss: 0.031164 | val_loss: 0.0311805 | Time: 2848.38 ms
[2022-04-18 20:18:08 main:574] : INFO : Epoch 1618 | loss: 0.0311617 | val_loss: 0.0311777 | Time: 2835.46 ms
[2022-04-18 20:18:11 main:574] : INFO : Epoch 1619 | loss: 0.0311643 | val_loss: 0.0311756 | Time: 2825.74 ms
[2022-04-18 20:18:14 main:574] : INFO : Epoch 1620 | loss: 0.0311646 | val_loss: 0.0311756 | Time: 2801.81 ms
[2022-04-18 20:18:17 main:574] : INFO : Epoch 1621 | loss: 0.031164 | val_loss: 0.0311748 | Time: 2893.57 ms
[2022-04-18 20:18:19 main:574] : INFO : Epoch 1622 | loss: 0.0311631 | val_loss: 0.0311778 | Time: 2815.03 ms
[2022-04-18 20:18:22 main:574] : INFO : Epoch 1623 | loss: 0.0311625 | val_loss: 0.0311776 | Time: 2836.29 ms
[2022-04-18 20:18:25 main:574] : INFO : Epoch 1624 | loss: 0.0311601 | val_loss: 0.0311761 | Time: 2924.32 ms
[2022-04-18 20:18:28 main:574] : INFO : Epoch 1625 | loss: 0.0311595 | val_loss: 0.0311761 | Time: 2795.34 ms
[2022-04-18 20:18:31 main:574] : INFO : Epoch 1626 | loss: 0.0311592 | val_loss: 0.0311751 | Time: 2834.59 ms
[2022-04-18 20:18:34 main:574] : INFO : Epoch 1627 | loss: 0.0311604 | val_loss: 0.0311762 | Time: 2825.51 ms
[2022-04-18 20:18:37 main:574] : INFO : Epoch 1628 | loss: 0.0311591 | val_loss: 0.0311777 | Time: 2888.89 ms
[2022-04-18 20:18:39 main:574] : INFO : Epoch 1629 | loss: 0.0311606 | val_loss: 0.0311767 | Time: 2880.9 ms
[2022-04-18 20:18:42 main:574] : INFO : Epoch 1630 | loss: 0.0311633 | val_loss: 0.0311758 | Time: 2834.59 ms
[2022-04-18 20:18:45 main:574] : INFO : Epoch 1631 | loss: 0.0311618 | val_loss: 0.0311789 | Time: 2833.55 ms
[2022-04-18 20:18:48 main:574] : INFO : Epoch 1632 | loss: 0.0311615 | val_loss: 0.0311773 | Time: 2830.08 ms
[2022-04-18 20:18:51 main:574] : INFO : Epoch 1633 | loss: 0.0311622 | val_loss: 0.0311767 | Time: 2887.21 ms
[2022-04-18 20:18:54 main:574] : INFO : Epoch 1634 | loss: 0.031159 | val_loss: 0.0311759 | Time: 2842.91 ms
[2022-04-18 20:18:57 main:574] : INFO : Epoch 1635 | loss: 0.0311591 | val_loss: 0.0311772 | Time: 2865.54 ms
[2022-04-18 20:18:59 main:574] : INFO : Epoch 1636 | loss: 0.0311582 | val_loss: 0.0311784 | Time: 2826.52 ms
[2022-04-18 20:19:02 main:574] : INFO : Epoch 1637 | loss: 0.0311584 | val_loss: 0.0311767 | Time: 2899.36 ms
[2022-04-18 20:19:05 main:574] : INFO : Epoch 1638 | loss: 0.0311582 | val_loss: 0.0311763 | Time: 2861.64 ms
[2022-04-18 20:19:08 main:574] : INFO : Epoch 1639 | loss: 0.0311586 | val_loss: 0.0311771 | Time: 2917.06 ms
[2022-04-18 20:19:11 main:574] : INFO : Epoch 1640 | loss: 0.0311594 | val_loss: 0.0311757 | Time: 2820.23 ms
[2022-04-18 20:19:14 main:574] : INFO : Epoch 1641 | loss: 0.0311582 | val_loss: 0.0311766 | Time: 2830.8 ms
[2022-04-18 20:19:17 main:574] : INFO : Epoch 1642 | loss: 0.0311577 | val_loss: 0.0311766 | Time: 2844.37 ms
[2022-04-18 20:19:19 main:574] : INFO : Epoch 1643 | loss: 0.031157 | val_loss: 0.0311762 | Time: 2796.88 ms
[2022-04-18 20:19:22 main:574] : INFO : Epoch 1644 | loss: 0.0311555 | val_loss: 0.0311765 | Time: 2833.96 ms
[2022-04-18 20:19:25 main:574] : INFO : Epoch 1645 | loss: 0.031156 | val_loss: 0.0311769 | Time: 2841.71 ms
[2022-04-18 20:19:28 main:574] : INFO : Epoch 1646 | loss: 0.0311549 | val_loss: 0.0311778 | Time: 2870.96 ms
[2022-04-18 20:19:31 main:574] : INFO : Epoch 1647 | loss: 0.0311552 | val_loss: 0.0311771 | Time: 2836.23 ms
[2022-04-18 20:19:34 main:574] : INFO : Epoch 1648 | loss: 0.0311551 | val_loss: 0.0311765 | Time: 2825.19 ms
[2022-04-18 20:19:36 main:574] : INFO : Epoch 1649 | loss: 0.0311539 | val_loss: 0.0311751 | Time: 2894.83 ms
[2022-04-18 20:19:39 main:574] : INFO : Epoch 1650 | loss: 0.0311534 | val_loss: 0.0311793 | Time: 2847.68 ms
[2022-04-18 20:19:42 main:574] : INFO : Epoch 1651 | loss: 0.0311554 | val_loss: 0.031176 | Time: 2819.13 ms
[2022-04-18 20:19:45 main:574] : INFO : Epoch 1652 | loss: 0.0311571 | val_loss: 0.0311751 | Time: 2923.46 ms
[2022-04-18 20:19:48 main:574] : INFO : Epoch 1653 | loss: 0.0311563 | val_loss: 0.031175 | Time: 2847.13 ms
[2022-04-18 20:19:51 main:574] : INFO : Epoch 1654 | loss: 0.0311553 | val_loss: 0.031177 | Time: 2877.03 ms
[2022-04-18 20:19:54 main:574] : INFO : Epoch 1655 | loss: 0.0311548 | val_loss: 0.0311751 | Time: 2855.57 ms
[2022-04-18 20:19:56 main:574] : INFO : Epoch 1656 | loss: 0.0311551 | val_loss: 0.031174 | Time: 2798.13 ms
[2022-04-18 20:19:59 main:574] : INFO : Epoch 1657 | loss: 0.0311531 | val_loss: 0.0311762 | Time: 2902.83 ms
[2022-04-18 20:20:02 main:574] : INFO : Epoch 1658 | loss: 0.0311574 | val_loss: 0.031178 | Time: 2887.97 ms
[2022-04-18 20:20:05 main:574] : INFO : Epoch 1659 | loss: 0.0311598 | val_loss: 0.0311789 | Time: 2855.77 ms
[2022-04-18 20:20:08 main:574] : INFO : Epoch 1660 | loss: 0.0311594 | val_loss: 0.0311759 | Time: 2881.01 ms
[2022-04-18 20:20:11 main:574] : INFO : Epoch 1661 | loss: 0.0311579 | val_loss: 0.031178 | Time: 2825.58 ms
[2022-04-18 20:20:14 main:574] : INFO : Epoch 1662 | loss: 0.0311582 | val_loss: 0.0311718 | Time: 2835.14 ms
[2022-04-18 20:20:17 main:574] : INFO : Epoch 1663 | loss: 0.0311592 | val_loss: 0.0311725 | Time: 2888.76 ms
[2022-04-18 20:20:19 main:574] : INFO : Epoch 1664 | loss: 0.0311577 | val_loss: 0.0311772 | Time: 2823.25 ms
[2022-04-18 20:20:22 main:574] : INFO : Epoch 1665 | loss: 0.0311568 | val_loss: 0.0311753 | Time: 2898.87 ms
[2022-04-18 20:20:25 main:574] : INFO : Epoch 1666 | loss: 0.0311576 | val_loss: 0.0311748 | Time: 2909.88 ms
[2022-04-18 20:20:28 main:574] : INFO : Epoch 1667 | loss: 0.0311592 | val_loss: 0.0311727 | Time: 2819.26 ms
[2022-04-18 20:20:31 main:574] : INFO : Epoch 1668 | loss: 0.0311587 | val_loss: 0.0311743 | Time: 2810.32 ms
[2022-04-18 20:20:34 main:574] : INFO : Epoch 1669 | loss: 0.0311566 | val_loss: 0.0311771 | Time: 2874.72 ms
[2022-04-18 20:20:37 main:574] : INFO : Epoch 1670 | loss: 0.0311557 | val_loss: 0.0311779 | Time: 2798.67 ms
[2022-04-18 20:20:39 main:574] : INFO : Epoch 1671 | loss: 0.0311589 | val_loss: 0.0311784 | Time: 2915.93 ms
[2022-04-18 20:20:42 main:574] : INFO : Epoch 1672 | loss: 0.0311574 | val_loss: 0.0311807 | Time: 2848.26 ms
[2022-04-18 20:20:45 main:574] : INFO : Epoch 1673 | loss: 0.0311591 | val_loss: 0.031181 | Time: 2843.51 ms
[2022-04-18 20:20:48 main:574] : INFO : Epoch 1674 | loss: 0.0311616 | val_loss: 0.0311796 | Time: 2870.88 ms
[2022-04-18 20:20:51 main:574] : INFO : Epoch 1675 | loss: 0.0311599 | val_loss: 0.0311789 | Time: 2855.12 ms
[2022-04-18 20:20:54 main:574] : INFO : Epoch 1676 | loss: 0.0311561 | val_loss: 0.0311758 | Time: 2910.62 ms
[2022-04-18 20:20:57 main:574] : INFO : Epoch 1677 | loss: 0.0311561 | val_loss: 0.0311742 | Time: 2891.3 ms
[2022-04-18 20:21:00 main:574] : INFO : Epoch 1678 | loss: 0.031157 | val_loss: 0.0311741 | Time: 2845.91 ms
[2022-04-18 20:21:02 main:574] : INFO : Epoch 1679 | loss: 0.0311564 | val_loss: 0.0311745 | Time: 2835.43 ms
[2022-04-18 20:21:05 main:574] : INFO : Epoch 1680 | loss: 0.0311564 | val_loss: 0.0311775 | Time: 2808.78 ms
[2022-04-18 20:21:08 main:574] : INFO : Epoch 1681 | loss: 0.0311556 | val_loss: 0.0311739 | Time: 2870.16 ms
[2022-04-18 20:21:11 main:574] : INFO : Epoch 1682 | loss: 0.0311533 | val_loss: 0.0311748 | Time: 2817.25 ms
[2022-04-18 20:21:14 main:574] : INFO : Epoch 1683 | loss: 0.031166 | val_loss: 0.0311769 | Time: 2842.89 ms
[2022-04-18 20:21:17 main:574] : INFO : Epoch 1684 | loss: 0.0311663 | val_loss: 0.0311749 | Time: 2894.28 ms
[2022-04-18 20:21:19 main:574] : INFO : Epoch 1685 | loss: 0.0311632 | val_loss: 0.0311718 | Time: 2838.03 ms
[2022-04-18 20:21:22 main:574] : INFO : Epoch 1686 | loss: 0.0311617 | val_loss: 0.0311726 | Time: 2811.5 ms
[2022-04-18 20:21:25 main:574] : INFO : Epoch 1687 | loss: 0.0311604 | val_loss: 0.0311731 | Time: 2859.94 ms
[2022-04-18 20:21:28 main:574] : INFO : Epoch 1688 | loss: 0.0311619 | val_loss: 0.0311749 | Time: 2824.95 ms
[2022-04-18 20:21:31 main:574] : INFO : Epoch 1689 | loss: 0.031164 | val_loss: 0.0311739 | Time: 2853.39 ms
[2022-04-18 20:21:34 main:574] : INFO : Epoch 1690 | loss: 0.0311659 | val_loss: 0.0311833 | Time: 2890.24 ms
[2022-04-18 20:21:37 main:574] : INFO : Epoch 1691 | loss: 0.0311654 | val_loss: 0.0311763 | Time: 2840.31 ms
[2022-04-18 20:21:39 main:574] : INFO : Epoch 1692 | loss: 0.0311627 | val_loss: 0.0311737 | Time: 2853.66 ms
[2022-04-18 20:21:42 main:574] : INFO : Epoch 1693 | loss: 0.0311614 | val_loss: 0.0311727 | Time: 2839.29 ms
[2022-04-18 20:21:45 main:574] : INFO : Epoch 1694 | loss: 0.0311584 | val_loss: 0.0311682 | Time: 2888.94 ms
[2022-04-18 20:21:48 main:574] : INFO : Epoch 1695 | loss: 0.0311607 | val_loss: 0.0311714 | Time: 2914.2 ms
[2022-04-18 20:21:51 main:574] : INFO : Epoch 1696 | loss: 0.0311607 | val_loss: 0.0311726 | Time: 2835.92 ms
[2022-04-18 20:21:54 main:574] : INFO : Epoch 1697 | loss: 0.0311596 | val_loss: 0.031173 | Time: 2822.14 ms
[2022-04-18 20:21:57 main:574] : INFO : Epoch 1698 | loss: 0.0311619 | val_loss: 0.0311737 | Time: 2907.27 ms
[2022-04-18 20:22:00 main:574] : INFO : Epoch 1699 | loss: 0.0311617 | val_loss: 0.0311725 | Time: 2829.4 ms
[2022-04-18 20:22:02 main:574] : INFO : Epoch 1700 | loss: 0.0311611 | val_loss: 0.0311727 | Time: 2874.68 ms
[2022-04-18 20:22:05 main:574] : INFO : Epoch 1701 | loss: 0.0311628 | val_loss: 0.0311729 | Time: 2842.3 ms
[2022-04-18 20:22:08 main:574] : INFO : Epoch 1702 | loss: 0.0311654 | val_loss: 0.0311727 | Time: 2804 ms
[2022-04-18 20:22:11 main:574] : INFO : Epoch 1703 | loss: 0.0311654 | val_loss: 0.0311722 | Time: 2892.37 ms
[2022-04-18 20:22:14 main:574] : INFO : Epoch 1704 | loss: 0.0311628 | val_loss: 0.0311776 | Time: 2817.2 ms
[2022-04-18 20:22:17 main:574] : INFO : Epoch 1705 | loss: 0.0311615 | val_loss: 0.0311726 | Time: 2886 ms
[2022-04-18 20:22:20 main:574] : INFO : Epoch 1706 | loss: 0.0311613 | val_loss: 0.0311728 | Time: 2920.05 ms
[2022-04-18 20:22:22 main:574] : INFO : Epoch 1707 | loss: 0.0311605 | val_loss: 0.0311778 | Time: 2863.07 ms
[2022-04-18 20:22:25 main:574] : INFO : Epoch 1708 | loss: 0.0311694 | val_loss: 0.0311812 | Time: 2848.87 ms
[2022-04-18 20:22:28 main:574] : INFO : Epoch 1709 | loss: 0.0311684 | val_loss: 0.0311779 | Time: 2890.38 ms
[2022-04-18 20:22:31 main:574] : INFO : Epoch 1710 | loss: 0.0311653 | val_loss: 0.0311758 | Time: 2831.73 ms
[2022-04-18 20:22:34 main:574] : INFO : Epoch 1711 | loss: 0.0311634 | val_loss: 0.0311767 | Time: 2803.41 ms
[2022-04-18 20:22:37 main:574] : INFO : Epoch 1712 | loss: 0.0311683 | val_loss: 0.0311807 | Time: 2886.75 ms
[2022-04-18 20:22:40 main:574] : INFO : Epoch 1713 | loss: 0.031169 | val_loss: 0.0311774 | Time: 2832.04 ms
[2022-04-18 20:22:42 main:574] : INFO : Epoch 1714 | loss: 0.0311694 | val_loss: 0.0311854 | Time: 2857.13 ms
[2022-04-18 20:22:45 main:574] : INFO : Epoch 1715 | loss: 0.031165 | val_loss: 0.0311799 | Time: 2875.56 ms
[2022-04-18 20:22:48 main:574] : INFO : Epoch 1716 | loss: 0.0311642 | val_loss: 0.0311782 | Time: 2820.39 ms
[2022-04-18 20:22:51 main:574] : INFO : Epoch 1717 | loss: 0.0311621 | val_loss: 0.0311761 | Time: 2826.98 ms
[2022-04-18 20:22:54 main:574] : INFO : Epoch 1718 | loss: 0.0311619 | val_loss: 0.0311736 | Time: 2904.42 ms
[2022-04-18 20:22:57 main:574] : INFO : Epoch 1719 | loss: 0.0311633 | val_loss: 0.0311749 | Time: 2859.94 ms
[2022-04-18 20:23:00 main:574] : INFO : Epoch 1720 | loss: 0.0311619 | val_loss: 0.031173 | Time: 2904.99 ms
[2022-04-18 20:23:02 main:574] : INFO : Epoch 1721 | loss: 0.0311615 | val_loss: 0.0311714 | Time: 2877.22 ms
[2022-04-18 20:23:05 main:574] : INFO : Epoch 1722 | loss: 0.0311606 | val_loss: 0.0311729 | Time: 2839.75 ms
[2022-04-18 20:23:08 main:574] : INFO : Epoch 1723 | loss: 0.0311609 | val_loss: 0.0311739 | Time: 2805.36 ms
[2022-04-18 20:23:11 main:574] : INFO : Epoch 1724 | loss: 0.0311601 | val_loss: 0.0311734 | Time: 2867.56 ms
[2022-04-18 20:23:14 main:574] : INFO : Epoch 1725 | loss: 0.0311643 | val_loss: 0.0311748 | Time: 2915.99 ms
[2022-04-18 20:23:17 main:574] : INFO : Epoch 1726 | loss: 0.0311709 | val_loss: 0.0311765 | Time: 2829.59 ms
[2022-04-18 20:23:20 main:574] : INFO : Epoch 1727 | loss: 0.0311675 | val_loss: 0.0311751 | Time: 2864.07 ms
[2022-04-18 20:23:23 main:574] : INFO : Epoch 1728 | loss: 0.0311646 | val_loss: 0.031174 | Time: 2887.3 ms
[2022-04-18 20:23:25 main:574] : INFO : Epoch 1729 | loss: 0.0311637 | val_loss: 0.0311779 | Time: 2827.64 ms
[2022-04-18 20:23:28 main:574] : INFO : Epoch 1730 | loss: 0.031166 | val_loss: 0.0311817 | Time: 2823.4 ms
[2022-04-18 20:23:31 main:574] : INFO : Epoch 1731 | loss: 0.0311664 | val_loss: 0.0311774 | Time: 2916.62 ms
[2022-04-18 20:23:34 main:574] : INFO : Epoch 1732 | loss: 0.0311637 | val_loss: 0.031178 | Time: 2863.07 ms
[2022-04-18 20:23:37 main:574] : INFO : Epoch 1733 | loss: 0.0311646 | val_loss: 0.0311772 | Time: 2818.45 ms
[2022-04-18 20:23:40 main:574] : INFO : Epoch 1734 | loss: 0.031166 | val_loss: 0.0311762 | Time: 2907.29 ms
[2022-04-18 20:23:43 main:574] : INFO : Epoch 1735 | loss: 0.0311625 | val_loss: 0.0311759 | Time: 2860.26 ms
[2022-04-18 20:23:45 main:574] : INFO : Epoch 1736 | loss: 0.0311612 | val_loss: 0.0311759 | Time: 2882.33 ms
[2022-04-18 20:23:48 main:574] : INFO : Epoch 1737 | loss: 0.0311615 | val_loss: 0.0311756 | Time: 2877.68 ms
[2022-04-18 20:23:51 main:574] : INFO : Epoch 1738 | loss: 0.0311599 | val_loss: 0.0311756 | Time: 2912.38 ms
[2022-04-18 20:23:54 main:574] : INFO : Epoch 1739 | loss: 0.0311603 | val_loss: 0.0311754 | Time: 2846.47 ms
[2022-04-18 20:23:57 main:574] : INFO : Epoch 1740 | loss: 0.0311594 | val_loss: 0.0311755 | Time: 2860.3 ms
[2022-04-18 20:24:00 main:574] : INFO : Epoch 1741 | loss: 0.0311597 | val_loss: 0.0311763 | Time: 2842.57 ms
[2022-04-18 20:24:03 main:574] : INFO : Epoch 1742 | loss: 0.0311619 | val_loss: 0.0311749 | Time: 2884.69 ms
[2022-04-18 20:24:06 main:574] : INFO : Epoch 1743 | loss: 0.0311577 | val_loss: 0.0311743 | Time: 2817.31 ms
[2022-04-18 20:24:08 main:574] : INFO : Epoch 1744 | loss: 0.0311575 | val_loss: 0.0311716 | Time: 2841.32 ms
[2022-04-18 20:24:11 main:574] : INFO : Epoch 1745 | loss: 0.031157 | val_loss: 0.0311759 | Time: 2830.61 ms
[2022-04-18 20:24:14 main:574] : INFO : Epoch 1746 | loss: 0.0311588 | val_loss: 0.0311736 | Time: 2797.95 ms
[2022-04-18 20:24:17 main:574] : INFO : Epoch 1747 | loss: 0.0311572 | val_loss: 0.0311742 | Time: 2835.08 ms
[2022-04-18 20:24:20 main:574] : INFO : Epoch 1748 | loss: 0.0311574 | val_loss: 0.0311772 | Time: 2881.24 ms
[2022-04-18 20:24:23 main:574] : INFO : Epoch 1749 | loss: 0.0311598 | val_loss: 0.0311736 | Time: 2855.18 ms
[2022-04-18 20:24:25 main:574] : INFO : Epoch 1750 | loss: 0.0311579 | val_loss: 0.03117 | Time: 2839.56 ms
[2022-04-18 20:24:28 main:574] : INFO : Epoch 1751 | loss: 0.0311577 | val_loss: 0.0311732 | Time: 2871.81 ms
[2022-04-18 20:24:31 main:574] : INFO : Epoch 1752 | loss: 0.0311572 | val_loss: 0.0311736 | Time: 2883.62 ms
[2022-04-18 20:24:34 main:574] : INFO : Epoch 1753 | loss: 0.0311605 | val_loss: 0.0311736 | Time: 2866.33 ms
[2022-04-18 20:24:37 main:574] : INFO : Epoch 1754 | loss: 0.0311628 | val_loss: 0.0311731 | Time: 2914.86 ms
[2022-04-18 20:24:40 main:574] : INFO : Epoch 1755 | loss: 0.0311626 | val_loss: 0.0311744 | Time: 2844.98 ms
[2022-04-18 20:24:43 main:574] : INFO : Epoch 1756 | loss: 0.0311592 | val_loss: 0.0311756 | Time: 2863.37 ms
[2022-04-18 20:24:46 main:574] : INFO : Epoch 1757 | loss: 0.0311593 | val_loss: 0.0311777 | Time: 2872.73 ms
[2022-04-18 20:24:48 main:574] : INFO : Epoch 1758 | loss: 0.0311617 | val_loss: 0.0311774 | Time: 2880.25 ms
[2022-04-18 20:24:51 main:574] : INFO : Epoch 1759 | loss: 0.03116 | val_loss: 0.0311762 | Time: 2817.02 ms
[2022-04-18 20:24:54 main:574] : INFO : Epoch 1760 | loss: 0.0311605 | val_loss: 0.0311765 | Time: 2845.89 ms
[2022-04-18 20:24:57 main:574] : INFO : Epoch 1761 | loss: 0.031162 | val_loss: 0.0311704 | Time: 2862.96 ms
[2022-04-18 20:25:00 main:574] : INFO : Epoch 1762 | loss: 0.0311602 | val_loss: 0.0311794 | Time: 2911.53 ms
[2022-04-18 20:25:03 main:574] : INFO : Epoch 1763 | loss: 0.0311621 | val_loss: 0.0311743 | Time: 2867.78 ms
[2022-04-18 20:25:06 main:574] : INFO : Epoch 1764 | loss: 0.0311612 | val_loss: 0.031172 | Time: 2864.23 ms
[2022-04-18 20:25:08 main:574] : INFO : Epoch 1765 | loss: 0.0311651 | val_loss: 0.0311712 | Time: 2832.97 ms
[2022-04-18 20:25:11 main:574] : INFO : Epoch 1766 | loss: 0.0311654 | val_loss: 0.0311766 | Time: 2856.51 ms
[2022-04-18 20:25:14 main:574] : INFO : Epoch 1767 | loss: 0.0311615 | val_loss: 0.0311729 | Time: 2859.46 ms
[2022-04-18 20:25:17 main:574] : INFO : Epoch 1768 | loss: 0.0311602 | val_loss: 0.031173 | Time: 2872.01 ms
[2022-04-18 20:25:20 main:574] : INFO : Epoch 1769 | loss: 0.0311591 | val_loss: 0.0311705 | Time: 2872.06 ms
[2022-04-18 20:25:23 main:574] : INFO : Epoch 1770 | loss: 0.0311595 | val_loss: 0.0311745 | Time: 2804.06 ms
[2022-04-18 20:25:26 main:574] : INFO : Epoch 1771 | loss: 0.0311593 | val_loss: 0.0311742 | Time: 2864.96 ms
[2022-04-18 20:25:28 main:574] : INFO : Epoch 1772 | loss: 0.0311625 | val_loss: 0.0311727 | Time: 2842.53 ms
[2022-04-18 20:25:31 main:574] : INFO : Epoch 1773 | loss: 0.0311606 | val_loss: 0.0311754 | Time: 2820.46 ms
[2022-04-18 20:25:34 main:574] : INFO : Epoch 1774 | loss: 0.031159 | val_loss: 0.0311753 | Time: 2873.9 ms
[2022-04-18 20:25:37 main:574] : INFO : Epoch 1775 | loss: 0.0311587 | val_loss: 0.0311841 | Time: 2843.68 ms
[2022-04-18 20:25:40 main:574] : INFO : Epoch 1776 | loss: 0.0311607 | val_loss: 0.0311737 | Time: 2836.04 ms
[2022-04-18 20:25:43 main:574] : INFO : Epoch 1777 | loss: 0.0311614 | val_loss: 0.0311725 | Time: 2904.39 ms
[2022-04-18 20:25:46 main:574] : INFO : Epoch 1778 | loss: 0.0311605 | val_loss: 0.0311718 | Time: 2879.66 ms
[2022-04-18 20:25:48 main:574] : INFO : Epoch 1779 | loss: 0.0311575 | val_loss: 0.0311741 | Time: 2845.62 ms
[2022-04-18 20:25:51 main:574] : INFO : Epoch 1780 | loss: 0.0311589 | val_loss: 0.0311728 | Time: 2853.63 ms
[2022-04-18 20:25:54 main:574] : INFO : Epoch 1781 | loss: 0.0311574 | val_loss: 0.0311697 | Time: 2820.79 ms
[2022-04-18 20:25:57 main:574] : INFO : Epoch 1782 | loss: 0.0311576 | val_loss: 0.0311734 | Time: 2845.34 ms
[2022-04-18 20:26:00 main:574] : INFO : Epoch 1783 | loss: 0.0311589 | val_loss: 0.0311745 | Time: 2829.2 ms
[2022-04-18 20:26:03 main:574] : INFO : Epoch 1784 | loss: 0.0311599 | val_loss: 0.0311745 | Time: 2804.81 ms
[2022-04-18 20:26:05 main:574] : INFO : Epoch 1785 | loss: 0.0311658 | val_loss: 0.0311734 | Time: 2812.27 ms
[2022-04-18 20:26:08 main:574] : INFO : Epoch 1786 | loss: 0.0311688 | val_loss: 0.0311806 | Time: 2868.48 ms
[2022-04-18 20:26:11 main:574] : INFO : Epoch 1787 | loss: 0.0311768 | val_loss: 0.0311783 | Time: 2877.81 ms
[2022-04-18 20:26:14 main:574] : INFO : Epoch 1788 | loss: 0.0311751 | val_loss: 0.0311794 | Time: 2827.25 ms
[2022-04-18 20:26:17 main:574] : INFO : Epoch 1789 | loss: 0.0311727 | val_loss: 0.0311773 | Time: 2849.9 ms
[2022-04-18 20:26:20 main:574] : INFO : Epoch 1790 | loss: 0.0311708 | val_loss: 0.0311774 | Time: 2805.06 ms
[2022-04-18 20:26:23 main:574] : INFO : Epoch 1791 | loss: 0.0311715 | val_loss: 0.0311753 | Time: 2838.82 ms
[2022-04-18 20:26:25 main:574] : INFO : Epoch 1792 | loss: 0.0311732 | val_loss: 0.0311803 | Time: 2845.26 ms
[2022-04-18 20:26:28 main:574] : INFO : Epoch 1793 | loss: 0.0311725 | val_loss: 0.0311788 | Time: 2838.92 ms
[2022-04-18 20:26:31 main:574] : INFO : Epoch 1794 | loss: 0.0311715 | val_loss: 0.0311797 | Time: 2876.93 ms
[2022-04-18 20:26:34 main:574] : INFO : Epoch 1795 | loss: 0.0311704 | val_loss: 0.0311748 | Time: 2809.55 ms
[2022-04-18 20:26:37 main:574] : INFO : Epoch 1796 | loss: 0.0311698 | val_loss: 0.0311773 | Time: 2846.8 ms
[2022-04-18 20:26:40 main:574] : INFO : Epoch 1797 | loss: 0.0311678 | val_loss: 0.0311726 | Time: 2844.32 ms
[2022-04-18 20:26:42 main:574] : INFO : Epoch 1798 | loss: 0.0311701 | val_loss: 0.0311747 | Time: 2870.03 ms
[2022-04-18 20:26:45 main:574] : INFO : Epoch 1799 | loss: 0.0311712 | val_loss: 0.0311785 | Time: 2838.92 ms
[2022-04-18 20:26:48 main:574] : INFO : Epoch 1800 | loss: 0.0311697 | val_loss: 0.0311749 | Time: 2885.04 ms
[2022-04-18 20:26:51 main:574] : INFO : Epoch 1801 | loss: 0.0311687 | val_loss: 0.0311734 | Time: 2885.78 ms
[2022-04-18 20:26:54 main:574] : INFO : Epoch 1802 | loss: 0.031169 | val_loss: 0.031176 | Time: 2801.11 ms
[2022-04-18 20:26:57 main:574] : INFO : Epoch 1803 | loss: 0.0311673 | val_loss: 0.0311734 | Time: 2898.2 ms
[2022-04-18 20:27:00 main:574] : INFO : Epoch 1804 | loss: 0.0311669 | val_loss: 0.0311739 | Time: 2870.45 ms
[2022-04-18 20:27:03 main:574] : INFO : Epoch 1805 | loss: 0.031166 | val_loss: 0.0311751 | Time: 2839.02 ms
[2022-04-18 20:27:05 main:574] : INFO : Epoch 1806 | loss: 0.0311649 | val_loss: 0.0311721 | Time: 2904.51 ms
[2022-04-18 20:27:08 main:574] : INFO : Epoch 1807 | loss: 0.0311647 | val_loss: 0.0311762 | Time: 2798.69 ms
[2022-04-18 20:27:11 main:574] : INFO : Epoch 1808 | loss: 0.0311678 | val_loss: 0.0311796 | Time: 2892.91 ms
[2022-04-18 20:27:14 main:574] : INFO : Epoch 1809 | loss: 0.0311658 | val_loss: 0.0311711 | Time: 2845.14 ms
[2022-04-18 20:27:17 main:574] : INFO : Epoch 1810 | loss: 0.0311683 | val_loss: 0.0311768 | Time: 2867.05 ms
[2022-04-18 20:27:20 main:574] : INFO : Epoch 1811 | loss: 0.031166 | val_loss: 0.0311711 | Time: 2891.19 ms
[2022-04-18 20:27:23 main:574] : INFO : Epoch 1812 | loss: 0.0311623 | val_loss: 0.0311697 | Time: 2884.62 ms
[2022-04-18 20:27:26 main:574] : INFO : Epoch 1813 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 2917.93 ms
[2022-04-18 20:27:28 main:574] : INFO : Epoch 1814 | loss: 0.0311641 | val_loss: 0.0311701 | Time: 2898.94 ms
[2022-04-18 20:27:31 main:574] : INFO : Epoch 1815 | loss: 0.031164 | val_loss: 0.0311725 | Time: 2888.32 ms
[2022-04-18 20:27:34 main:574] : INFO : Epoch 1816 | loss: 0.0311647 | val_loss: 0.0311874 | Time: 2883.08 ms
[2022-04-18 20:27:37 main:574] : INFO : Epoch 1817 | loss: 0.0311686 | val_loss: 0.031173 | Time: 2826.6 ms
[2022-04-18 20:27:40 main:574] : INFO : Epoch 1818 | loss: 0.0311674 | val_loss: 0.0311726 | Time: 2852.78 ms
[2022-04-18 20:27:43 main:574] : INFO : Epoch 1819 | loss: 0.0311642 | val_loss: 0.0311727 | Time: 2826.82 ms
[2022-04-18 20:27:46 main:574] : INFO : Epoch 1820 | loss: 0.0311622 | val_loss: 0.0311706 | Time: 2827.69 ms
[2022-04-18 20:27:48 main:574] : INFO : Epoch 1821 | loss: 0.0311611 | val_loss: 0.0311698 | Time: 2885.8 ms
[2022-04-18 20:27:51 main:574] : INFO : Epoch 1822 | loss: 0.0311626 | val_loss: 0.0311709 | Time: 2854.15 ms
[2022-04-18 20:27:54 main:574] : INFO : Epoch 1823 | loss: 0.0311619 | val_loss: 0.0311733 | Time: 2902.82 ms
[2022-04-18 20:27:57 main:574] : INFO : Epoch 1824 | loss: 0.0311627 | val_loss: 0.0311752 | Time: 2864.86 ms
[2022-04-18 20:28:00 main:574] : INFO : Epoch 1825 | loss: 0.0311626 | val_loss: 0.0311698 | Time: 2913.22 ms
[2022-04-18 20:28:03 main:574] : INFO : Epoch 1826 | loss: 0.0311621 | val_loss: 0.0311703 | Time: 2858.05 ms
[2022-04-18 20:28:06 main:574] : INFO : Epoch 1827 | loss: 0.0311608 | val_loss: 0.0311718 | Time: 2843.68 ms
[2022-04-18 20:28:09 main:574] : INFO : Epoch 1828 | loss: 0.0311592 | val_loss: 0.031169 | Time: 2889.99 ms
[2022-04-18 20:28:12 main:574] : INFO : Epoch 1829 | loss: 0.0311618 | val_loss: 0.0311705 | Time: 2918.9 ms
[2022-04-18 20:28:14 main:574] : INFO : Epoch 1830 | loss: 0.0311633 | val_loss: 0.0311711 | Time: 2874.66 ms
[2022-04-18 20:28:17 main:574] : INFO : Epoch 1831 | loss: 0.0311617 | val_loss: 0.0311701 | Time: 2871.08 ms
[2022-04-18 20:28:20 main:574] : INFO : Epoch 1832 | loss: 0.0311631 | val_loss: 0.0311674 | Time: 2857.58 ms
[2022-04-18 20:28:23 main:574] : INFO : Epoch 1833 | loss: 0.031163 | val_loss: 0.0311742 | Time: 2849.95 ms
[2022-04-18 20:28:26 main:574] : INFO : Epoch 1834 | loss: 0.0311601 | val_loss: 0.0311679 | Time: 2808.21 ms
[2022-04-18 20:28:29 main:574] : INFO : Epoch 1835 | loss: 0.0311589 | val_loss: 0.0311752 | Time: 2906.74 ms
[2022-04-18 20:28:32 main:574] : INFO : Epoch 1836 | loss: 0.0311591 | val_loss: 0.0311705 | Time: 2837.75 ms
[2022-04-18 20:28:34 main:574] : INFO : Epoch 1837 | loss: 0.0311581 | val_loss: 0.0311711 | Time: 2874.29 ms
[2022-04-18 20:28:37 main:574] : INFO : Epoch 1838 | loss: 0.0311601 | val_loss: 0.0311709 | Time: 2912.14 ms
[2022-04-18 20:28:40 main:574] : INFO : Epoch 1839 | loss: 0.0311596 | val_loss: 0.03117 | Time: 2810.53 ms
[2022-04-18 20:28:43 main:574] : INFO : Epoch 1840 | loss: 0.0311577 | val_loss: 0.0311705 | Time: 2881.59 ms
[2022-04-18 20:28:46 main:574] : INFO : Epoch 1841 | loss: 0.0311582 | val_loss: 0.0311744 | Time: 2881.21 ms
[2022-04-18 20:28:49 main:574] : INFO : Epoch 1842 | loss: 0.031158 | val_loss: 0.0311704 | Time: 2834.94 ms
[2022-04-18 20:28:52 main:574] : INFO : Epoch 1843 | loss: 0.0311664 | val_loss: 0.0311754 | Time: 2852.8 ms
[2022-04-18 20:28:55 main:574] : INFO : Epoch 1844 | loss: 0.031169 | val_loss: 0.031174 | Time: 2889.29 ms
[2022-04-18 20:28:57 main:574] : INFO : Epoch 1845 | loss: 0.0311707 | val_loss: 0.0311725 | Time: 2855.55 ms
[2022-04-18 20:29:00 main:574] : INFO : Epoch 1846 | loss: 0.0311688 | val_loss: 0.031174 | Time: 2832.54 ms
[2022-04-18 20:29:03 main:574] : INFO : Epoch 1847 | loss: 0.0311671 | val_loss: 0.0311715 | Time: 2845.35 ms
[2022-04-18 20:29:06 main:574] : INFO : Epoch 1848 | loss: 0.0311688 | val_loss: 0.0311767 | Time: 2874.15 ms
[2022-04-18 20:29:09 main:574] : INFO : Epoch 1849 | loss: 0.0311677 | val_loss: 0.0311828 | Time: 2869.9 ms
[2022-04-18 20:29:12 main:574] : INFO : Epoch 1850 | loss: 0.0311685 | val_loss: 0.0311777 | Time: 2842.27 ms
[2022-04-18 20:29:15 main:574] : INFO : Epoch 1851 | loss: 0.0311712 | val_loss: 0.0311741 | Time: 2885.85 ms
[2022-04-18 20:29:17 main:574] : INFO : Epoch 1852 | loss: 0.0311675 | val_loss: 0.0311716 | Time: 2831.31 ms
[2022-04-18 20:29:20 main:574] : INFO : Epoch 1853 | loss: 0.0311679 | val_loss: 0.031172 | Time: 2809.44 ms
[2022-04-18 20:29:23 main:574] : INFO : Epoch 1854 | loss: 0.0311687 | val_loss: 0.0311738 | Time: 2809.19 ms
[2022-04-18 20:29:26 main:574] : INFO : Epoch 1855 | loss: 0.0311673 | val_loss: 0.0311727 | Time: 2883.36 ms
[2022-04-18 20:29:29 main:574] : INFO : Epoch 1856 | loss: 0.0311667 | val_loss: 0.0311718 | Time: 2891.37 ms
[2022-04-18 20:29:32 main:574] : INFO : Epoch 1857 | loss: 0.031166 | val_loss: 0.0311744 | Time: 2902.71 ms
[2022-04-18 20:29:35 main:574] : INFO : Epoch 1858 | loss: 0.0311658 | val_loss: 0.031178 | Time: 2896.99 ms
[2022-04-18 20:29:37 main:574] : INFO : Epoch 1859 | loss: 0.0311664 | val_loss: 0.0311757 | Time: 2848.62 ms
[2022-04-18 20:29:40 main:574] : INFO : Epoch 1860 | loss: 0.0311654 | val_loss: 0.0311736 | Time: 2851.84 ms
[2022-04-18 20:29:43 main:574] : INFO : Epoch 1861 | loss: 0.0311655 | val_loss: 0.031176 | Time: 2839.4 ms
[2022-04-18 20:29:46 main:574] : INFO : Epoch 1862 | loss: 0.0311642 | val_loss: 0.0311721 | Time: 2814.5 ms
[2022-04-18 20:29:49 main:574] : INFO : Epoch 1863 | loss: 0.0311647 | val_loss: 0.0311732 | Time: 2870.03 ms
[2022-04-18 20:29:52 main:574] : INFO : Epoch 1864 | loss: 0.0311629 | val_loss: 0.0311746 | Time: 2864.2 ms
[2022-04-18 20:29:55 main:574] : INFO : Epoch 1865 | loss: 0.0311636 | val_loss: 0.0311728 | Time: 2846.39 ms
[2022-04-18 20:29:57 main:574] : INFO : Epoch 1866 | loss: 0.031163 | val_loss: 0.0311714 | Time: 2832.4 ms
[2022-04-18 20:30:00 main:574] : INFO : Epoch 1867 | loss: 0.0311621 | val_loss: 0.0311717 | Time: 2871.34 ms
[2022-04-18 20:30:03 main:574] : INFO : Epoch 1868 | loss: 0.0311638 | val_loss: 0.0311778 | Time: 2915.74 ms
[2022-04-18 20:30:06 main:574] : INFO : Epoch 1869 | loss: 0.0311664 | val_loss: 0.031179 | Time: 2843.4 ms
[2022-04-18 20:30:09 main:574] : INFO : Epoch 1870 | loss: 0.0311644 | val_loss: 0.0311729 | Time: 2887.4 ms
[2022-04-18 20:30:12 main:574] : INFO : Epoch 1871 | loss: 0.0311662 | val_loss: 0.0311865 | Time: 2859.44 ms
[2022-04-18 20:30:15 main:574] : INFO : Epoch 1872 | loss: 0.031161 | val_loss: 0.0311719 | Time: 2857.93 ms
[2022-04-18 20:30:18 main:574] : INFO : Epoch 1873 | loss: 0.0311597 | val_loss: 0.0311721 | Time: 2928.93 ms
[2022-04-18 20:30:20 main:574] : INFO : Epoch 1874 | loss: 0.0311607 | val_loss: 0.0311751 | Time: 2865.97 ms
[2022-04-18 20:30:23 main:574] : INFO : Epoch 1875 | loss: 0.0311624 | val_loss: 0.0311751 | Time: 2920.22 ms
[2022-04-18 20:30:26 main:574] : INFO : Epoch 1876 | loss: 0.0311625 | val_loss: 0.0311703 | Time: 2836.8 ms
[2022-04-18 20:30:29 main:574] : INFO : Epoch 1877 | loss: 0.0311613 | val_loss: 0.03117 | Time: 2891.18 ms
[2022-04-18 20:30:32 main:574] : INFO : Epoch 1878 | loss: 0.0311615 | val_loss: 0.0311731 | Time: 2865.56 ms
[2022-04-18 20:30:35 main:574] : INFO : Epoch 1879 | loss: 0.0311625 | val_loss: 0.0311718 | Time: 2900.77 ms
[2022-04-18 20:30:38 main:574] : INFO : Epoch 1880 | loss: 0.0311606 | val_loss: 0.0311732 | Time: 2901.95 ms
[2022-04-18 20:30:41 main:574] : INFO : Epoch 1881 | loss: 0.0311615 | val_loss: 0.0311726 | Time: 2865.22 ms
[2022-04-18 20:30:44 main:574] : INFO : Epoch 1882 | loss: 0.0311634 | val_loss: 0.0311747 | Time: 2848.73 ms
[2022-04-18 20:30:46 main:574] : INFO : Epoch 1883 | loss: 0.0311601 | val_loss: 0.0311764 | Time: 2900.71 ms
[2022-04-18 20:30:49 main:574] : INFO : Epoch 1884 | loss: 0.0311609 | val_loss: 0.031168 | Time: 2878.61 ms
[2022-04-18 20:30:52 main:574] : INFO : Epoch 1885 | loss: 0.0311602 | val_loss: 0.0311684 | Time: 2912.05 ms
[2022-04-18 20:30:55 main:574] : INFO : Epoch 1886 | loss: 0.0311591 | val_loss: 0.0311662 | Time: 2857.12 ms
[2022-04-18 20:30:58 main:574] : INFO : Epoch 1887 | loss: 0.0311603 | val_loss: 0.0311718 | Time: 2844.85 ms
[2022-04-18 20:31:01 main:574] : INFO : Epoch 1888 | loss: 0.03116 | val_loss: 0.0311678 | Time: 2851.95 ms
[2022-04-18 20:31:04 main:574] : INFO : Epoch 1889 | loss: 0.0311588 | val_loss: 0.0311653 | Time: 2834.39 ms
[2022-04-18 20:31:06 main:574] : INFO : Epoch 1890 | loss: 0.0311632 | val_loss: 0.0311655 | Time: 2855.8 ms
[2022-04-18 20:31:09 main:574] : INFO : Epoch 1891 | loss: 0.0311646 | val_loss: 0.0311674 | Time: 2872.31 ms
[2022-04-18 20:31:12 main:574] : INFO : Epoch 1892 | loss: 0.031164 | val_loss: 0.0311699 | Time: 2892.55 ms
[2022-04-18 20:31:15 main:574] : INFO : Epoch 1893 | loss: 0.0311644 | val_loss: 0.0311717 | Time: 2871.31 ms
[2022-04-18 20:31:18 main:574] : INFO : Epoch 1894 | loss: 0.0311666 | val_loss: 0.0311664 | Time: 2923.76 ms
[2022-04-18 20:31:21 main:574] : INFO : Epoch 1895 | loss: 0.0311627 | val_loss: 0.0311644 | Time: 2828.32 ms
[2022-04-18 20:31:24 main:574] : INFO : Epoch 1896 | loss: 0.0311644 | val_loss: 0.0311696 | Time: 2906.12 ms
[2022-04-18 20:31:27 main:574] : INFO : Epoch 1897 | loss: 0.0311684 | val_loss: 0.0311691 | Time: 2885.85 ms
[2022-04-18 20:31:30 main:574] : INFO : Epoch 1898 | loss: 0.0311675 | val_loss: 0.0311695 | Time: 2881.96 ms
[2022-04-18 20:31:32 main:574] : INFO : Epoch 1899 | loss: 0.0311635 | val_loss: 0.0311684 | Time: 2786.73 ms
[2022-04-18 20:31:35 main:574] : INFO : Epoch 1900 | loss: 0.0311629 | val_loss: 0.0311717 | Time: 2847.34 ms
[2022-04-18 20:31:38 main:574] : INFO : Epoch 1901 | loss: 0.0311621 | val_loss: 0.0311693 | Time: 2795.65 ms
[2022-04-18 20:31:41 main:574] : INFO : Epoch 1902 | loss: 0.0311623 | val_loss: 0.0311678 | Time: 2862.89 ms
[2022-04-18 20:31:44 main:574] : INFO : Epoch 1903 | loss: 0.0311613 | val_loss: 0.0311667 | Time: 2918.43 ms
[2022-04-18 20:31:47 main:574] : INFO : Epoch 1904 | loss: 0.0311609 | val_loss: 0.0311679 | Time: 2873.96 ms
[2022-04-18 20:31:50 main:574] : INFO : Epoch 1905 | loss: 0.0311607 | val_loss: 0.0311673 | Time: 2828.66 ms
[2022-04-18 20:31:52 main:574] : INFO : Epoch 1906 | loss: 0.0311587 | val_loss: 0.0311679 | Time: 2863.42 ms
[2022-04-18 20:31:55 main:574] : INFO : Epoch 1907 | loss: 0.0311585 | val_loss: 0.0311695 | Time: 2862.44 ms
[2022-04-18 20:31:58 main:574] : INFO : Epoch 1908 | loss: 0.0311575 | val_loss: 0.0311681 | Time: 2915.29 ms
[2022-04-18 20:32:01 main:574] : INFO : Epoch 1909 | loss: 0.0311572 | val_loss: 0.0311675 | Time: 2847.97 ms
[2022-04-18 20:32:04 main:574] : INFO : Epoch 1910 | loss: 0.0311561 | val_loss: 0.0311701 | Time: 2828.54 ms
[2022-04-18 20:32:07 main:574] : INFO : Epoch 1911 | loss: 0.0311613 | val_loss: 0.0311737 | Time: 2847.29 ms
[2022-04-18 20:32:10 main:574] : INFO : Epoch 1912 | loss: 0.0311597 | val_loss: 0.0311688 | Time: 2885.57 ms
[2022-04-18 20:32:12 main:574] : INFO : Epoch 1913 | loss: 0.0311564 | val_loss: 0.0311685 | Time: 2827.44 ms
[2022-04-18 20:32:15 main:574] : INFO : Epoch 1914 | loss: 0.0311569 | val_loss: 0.0311676 | Time: 2843.29 ms
[2022-04-18 20:32:18 main:574] : INFO : Epoch 1915 | loss: 0.0311571 | val_loss: 0.0311685 | Time: 2827.42 ms
[2022-04-18 20:32:21 main:574] : INFO : Epoch 1916 | loss: 0.0311607 | val_loss: 0.0311687 | Time: 2883.37 ms
[2022-04-18 20:32:24 main:574] : INFO : Epoch 1917 | loss: 0.0311626 | val_loss: 0.0311721 | Time: 2844.09 ms
[2022-04-18 20:32:27 main:574] : INFO : Epoch 1918 | loss: 0.03116 | val_loss: 0.0311692 | Time: 2851.61 ms
[2022-04-18 20:32:30 main:574] : INFO : Epoch 1919 | loss: 0.0311573 | val_loss: 0.0311674 | Time: 2853.47 ms
[2022-04-18 20:32:32 main:574] : INFO : Epoch 1920 | loss: 0.031157 | val_loss: 0.0311698 | Time: 2841 ms
[2022-04-18 20:32:35 main:574] : INFO : Epoch 1921 | loss: 0.0311575 | val_loss: 0.0311718 | Time: 2835.97 ms
[2022-04-18 20:32:38 main:574] : INFO : Epoch 1922 | loss: 0.0311584 | val_loss: 0.0311691 | Time: 2847.8 ms
[2022-04-18 20:32:41 main:574] : INFO : Epoch 1923 | loss: 0.0311603 | val_loss: 0.0311723 | Time: 2829.67 ms
[2022-04-18 20:32:44 main:574] : INFO : Epoch 1924 | loss: 0.0311585 | val_loss: 0.0311718 | Time: 2854.8 ms
[2022-04-18 20:32:47 main:574] : INFO : Epoch 1925 | loss: 0.0311584 | val_loss: 0.0311721 | Time: 2801.08 ms
[2022-04-18 20:32:49 main:574] : INFO : Epoch 1926 | loss: 0.0311578 | val_loss: 0.0311759 | Time: 2916.24 ms
[2022-04-18 20:32:52 main:574] : INFO : Epoch 1927 | loss: 0.0311585 | val_loss: 0.0311676 | Time: 2854.7 ms
[2022-04-18 20:32:55 main:574] : INFO : Epoch 1928 | loss: 0.0311559 | val_loss: 0.0311646 | Time: 2822.89 ms
[2022-04-18 20:32:58 main:574] : INFO : Epoch 1929 | loss: 0.031156 | val_loss: 0.0311697 | Time: 2858.08 ms
[2022-04-18 20:33:01 main:574] : INFO : Epoch 1930 | loss: 0.0311569 | val_loss: 0.0311685 | Time: 2846.37 ms
[2022-04-18 20:33:04 main:574] : INFO : Epoch 1931 | loss: 0.0311576 | val_loss: 0.0311762 | Time: 2811.43 ms
[2022-04-18 20:33:07 main:574] : INFO : Epoch 1932 | loss: 0.031159 | val_loss: 0.0311667 | Time: 2957.63 ms
[2022-04-18 20:33:10 main:574] : INFO : Epoch 1933 | loss: 0.0311569 | val_loss: 0.0311699 | Time: 2863.47 ms
[2022-04-18 20:33:12 main:574] : INFO : Epoch 1934 | loss: 0.0311555 | val_loss: 0.0311678 | Time: 2866.69 ms
[2022-04-18 20:33:15 main:574] : INFO : Epoch 1935 | loss: 0.0311548 | val_loss: 0.0311664 | Time: 2887.16 ms
[2022-04-18 20:33:18 main:574] : INFO : Epoch 1936 | loss: 0.0311536 | val_loss: 0.0311704 | Time: 2821.94 ms
[2022-04-18 20:33:21 main:574] : INFO : Epoch 1937 | loss: 0.0311521 | val_loss: 0.0311639 | Time: 2884.69 ms
[2022-04-18 20:33:24 main:574] : INFO : Epoch 1938 | loss: 0.0311521 | val_loss: 0.0311664 | Time: 2852.42 ms
[2022-04-18 20:33:27 main:574] : INFO : Epoch 1939 | loss: 0.0311556 | val_loss: 0.031175 | Time: 2868.95 ms
[2022-04-18 20:33:30 main:574] : INFO : Epoch 1940 | loss: 0.0311576 | val_loss: 0.0311702 | Time: 2894.75 ms
[2022-04-18 20:33:33 main:574] : INFO : Epoch 1941 | loss: 0.0311532 | val_loss: 0.0311696 | Time: 2879.88 ms
[2022-04-18 20:33:35 main:574] : INFO : Epoch 1942 | loss: 0.0311518 | val_loss: 0.03117 | Time: 2915.5 ms
[2022-04-18 20:33:38 main:574] : INFO : Epoch 1943 | loss: 0.0311546 | val_loss: 0.0311681 | Time: 2953.34 ms
[2022-04-18 20:33:41 main:574] : INFO : Epoch 1944 | loss: 0.0311527 | val_loss: 0.0311681 | Time: 2911.97 ms
[2022-04-18 20:33:44 main:574] : INFO : Epoch 1945 | loss: 0.0311573 | val_loss: 0.0311761 | Time: 2930.55 ms
[2022-04-18 20:33:47 main:574] : INFO : Epoch 1946 | loss: 0.0311559 | val_loss: 0.0311654 | Time: 2952.66 ms
[2022-04-18 20:33:50 main:574] : INFO : Epoch 1947 | loss: 0.0311528 | val_loss: 0.0311683 | Time: 2873.35 ms
[2022-04-18 20:33:53 main:574] : INFO : Epoch 1948 | loss: 0.0311563 | val_loss: 0.031172 | Time: 2875.13 ms
[2022-04-18 20:33:56 main:574] : INFO : Epoch 1949 | loss: 0.0311549 | val_loss: 0.0311651 | Time: 2841.14 ms
[2022-04-18 20:33:59 main:574] : INFO : Epoch 1950 | loss: 0.0311519 | val_loss: 0.0311663 | Time: 2875.69 ms
[2022-04-18 20:34:01 main:574] : INFO : Epoch 1951 | loss: 0.0311514 | val_loss: 0.0311692 | Time: 2796.82 ms
[2022-04-18 20:34:04 main:574] : INFO : Epoch 1952 | loss: 0.0311526 | val_loss: 0.031174 | Time: 2872.92 ms
[2022-04-18 20:34:07 main:574] : INFO : Epoch 1953 | loss: 0.0311523 | val_loss: 0.0311662 | Time: 2885.95 ms
[2022-04-18 20:34:10 main:574] : INFO : Epoch 1954 | loss: 0.0311515 | val_loss: 0.0311712 | Time: 2904.74 ms
[2022-04-18 20:34:13 main:574] : INFO : Epoch 1955 | loss: 0.0311534 | val_loss: 0.0311712 | Time: 2886.81 ms
[2022-04-18 20:34:16 main:574] : INFO : Epoch 1956 | loss: 0.0311523 | val_loss: 0.0311694 | Time: 2865.78 ms
[2022-04-18 20:34:19 main:574] : INFO : Epoch 1957 | loss: 0.0311539 | val_loss: 0.0311673 | Time: 2866.09 ms
[2022-04-18 20:34:22 main:574] : INFO : Epoch 1958 | loss: 0.0311544 | val_loss: 0.0311676 | Time: 2822.23 ms
[2022-04-18 20:34:24 main:574] : INFO : Epoch 1959 | loss: 0.0311523 | val_loss: 0.0311666 | Time: 2858.81 ms
[2022-04-18 20:34:27 main:574] : INFO : Epoch 1960 | loss: 0.0311532 | val_loss: 0.0311663 | Time: 2881.55 ms
[2022-04-18 20:34:30 main:574] : INFO : Epoch 1961 | loss: 0.0311561 | val_loss: 0.0311725 | Time: 2857.4 ms
[2022-04-18 20:34:33 main:574] : INFO : Epoch 1962 | loss: 0.0311612 | val_loss: 0.0311724 | Time: 2878.18 ms
[2022-04-18 20:34:36 main:574] : INFO : Epoch 1963 | loss: 0.0311591 | val_loss: 0.0311693 | Time: 2897.2 ms
[2022-04-18 20:34:39 main:574] : INFO : Epoch 1964 | loss: 0.0311598 | val_loss: 0.0311736 | Time: 2930.25 ms
[2022-04-18 20:34:42 main:574] : INFO : Epoch 1965 | loss: 0.0311587 | val_loss: 0.0311726 | Time: 2898.22 ms
[2022-04-18 20:34:45 main:574] : INFO : Epoch 1966 | loss: 0.0311569 | val_loss: 0.0311653 | Time: 2860.78 ms
[2022-04-18 20:34:47 main:574] : INFO : Epoch 1967 | loss: 0.0311542 | val_loss: 0.0311748 | Time: 2811.2 ms
[2022-04-18 20:34:50 main:574] : INFO : Epoch 1968 | loss: 0.0311542 | val_loss: 0.0311697 | Time: 2858.28 ms
[2022-04-18 20:34:53 main:574] : INFO : Epoch 1969 | loss: 0.0311555 | val_loss: 0.0311704 | Time: 2813.56 ms
[2022-04-18 20:34:56 main:574] : INFO : Epoch 1970 | loss: 0.0311565 | val_loss: 0.0311685 | Time: 2866.03 ms
[2022-04-18 20:34:59 main:574] : INFO : Epoch 1971 | loss: 0.0311511 | val_loss: 0.0311665 | Time: 2771.52 ms
[2022-04-18 20:35:02 main:574] : INFO : Epoch 1972 | loss: 0.0311513 | val_loss: 0.0311677 | Time: 2856.28 ms
[2022-04-18 20:35:05 main:574] : INFO : Epoch 1973 | loss: 0.0311547 | val_loss: 0.0311674 | Time: 2868.61 ms
[2022-04-18 20:35:07 main:574] : INFO : Epoch 1974 | loss: 0.0311644 | val_loss: 0.0311718 | Time: 2857.49 ms
[2022-04-18 20:35:10 main:574] : INFO : Epoch 1975 | loss: 0.0311665 | val_loss: 0.0311693 | Time: 2853.25 ms
[2022-04-18 20:35:13 main:574] : INFO : Epoch 1976 | loss: 0.0311622 | val_loss: 0.031171 | Time: 2879.06 ms
[2022-04-18 20:35:16 main:574] : INFO : Epoch 1977 | loss: 0.0311618 | val_loss: 0.0311712 | Time: 2943.07 ms
[2022-04-18 20:35:19 main:574] : INFO : Epoch 1978 | loss: 0.0311625 | val_loss: 0.0311683 | Time: 2900.88 ms
[2022-04-18 20:35:22 main:574] : INFO : Epoch 1979 | loss: 0.0311642 | val_loss: 0.0311743 | Time: 2826.26 ms
[2022-04-18 20:35:25 main:574] : INFO : Epoch 1980 | loss: 0.0311607 | val_loss: 0.0311681 | Time: 2862.49 ms
[2022-04-18 20:35:28 main:574] : INFO : Epoch 1981 | loss: 0.0311637 | val_loss: 0.0311703 | Time: 2828.48 ms
[2022-04-18 20:35:30 main:574] : INFO : Epoch 1982 | loss: 0.0311637 | val_loss: 0.0311677 | Time: 2807.27 ms
[2022-04-18 20:35:33 main:574] : INFO : Epoch 1983 | loss: 0.0311596 | val_loss: 0.031165 | Time: 2824.74 ms
[2022-04-18 20:35:36 main:574] : INFO : Epoch 1984 | loss: 0.0311594 | val_loss: 0.0311662 | Time: 2911.77 ms
[2022-04-18 20:35:39 main:574] : INFO : Epoch 1985 | loss: 0.0311586 | val_loss: 0.0311655 | Time: 2868.2 ms
[2022-04-18 20:35:42 main:574] : INFO : Epoch 1986 | loss: 0.0311585 | val_loss: 0.0311669 | Time: 2866.23 ms
[2022-04-18 20:35:45 main:574] : INFO : Epoch 1987 | loss: 0.0311568 | val_loss: 0.0311668 | Time: 2861.06 ms
[2022-04-18 20:35:47 main:574] : INFO : Epoch 1988 | loss: 0.0311568 | val_loss: 0.0311658 | Time: 2784.79 ms
[2022-04-18 20:35:50 main:574] : INFO : Epoch 1989 | loss: 0.031158 | val_loss: 0.0311733 | Time: 2842.49 ms
[2022-04-18 20:35:53 main:574] : INFO : Epoch 1990 | loss: 0.0311668 | val_loss: 0.0311707 | Time: 2805.79 ms
[2022-04-18 20:35:56 main:574] : INFO : Epoch 1991 | loss: 0.0311631 | val_loss: 0.0311665 | Time: 2836.32 ms
[2022-04-18 20:35:59 main:574] : INFO : Epoch 1992 | loss: 0.0311632 | val_loss: 0.0311675 | Time: 2862.24 ms
[2022-04-18 20:36:02 main:574] : INFO : Epoch 1993 | loss: 0.0311638 | val_loss: 0.0311705 | Time: 2852 ms
[2022-04-18 20:36:05 main:574] : INFO : Epoch 1994 | loss: 0.0311622 | val_loss: 0.0311708 | Time: 2864.19 ms
[2022-04-18 20:36:07 main:574] : INFO : Epoch 1995 | loss: 0.03116 | val_loss: 0.0311693 | Time: 2898.5 ms
[2022-04-18 20:36:10 main:574] : INFO : Epoch 1996 | loss: 0.0311595 | val_loss: 0.031171 | Time: 2841.18 ms
[2022-04-18 20:36:13 main:574] : INFO : Epoch 1997 | loss: 0.0311577 | val_loss: 0.0311671 | Time: 2834.02 ms
[2022-04-18 20:36:16 main:574] : INFO : Epoch 1998 | loss: 0.0311595 | val_loss: 0.0311755 | Time: 2825.42 ms
[2022-04-18 20:36:19 main:574] : INFO : Epoch 1999 | loss: 0.0311621 | val_loss: 0.0311692 | Time: 2834.92 ms
[2022-04-18 20:36:22 main:574] : INFO : Epoch 2000 | loss: 0.031156 | val_loss: 0.0311707 | Time: 2882.25 ms
[2022-04-18 20:36:25 main:574] : INFO : Epoch 2001 | loss: 0.0311551 | val_loss: 0.0311687 | Time: 2868.33 ms
[2022-04-18 20:36:27 main:574] : INFO : Epoch 2002 | loss: 0.0311549 | val_loss: 0.0311644 | Time: 2868.54 ms
[2022-04-18 20:36:30 main:574] : INFO : Epoch 2003 | loss: 0.0311532 | val_loss: 0.0311648 | Time: 2842.63 ms
[2022-04-18 20:36:33 main:574] : INFO : Epoch 2004 | loss: 0.0311579 | val_loss: 0.031166 | Time: 2970.81 ms
[2022-04-18 20:36:36 main:574] : INFO : Epoch 2005 | loss: 0.0311547 | val_loss: 0.0311663 | Time: 2877.11 ms
[2022-04-18 20:36:39 main:574] : INFO : Epoch 2006 | loss: 0.031155 | val_loss: 0.0311638 | Time: 2849.24 ms
[2022-04-18 20:36:42 main:574] : INFO : Epoch 2007 | loss: 0.0311524 | val_loss: 0.0311635 | Time: 2925.14 ms
[2022-04-18 20:36:45 main:574] : INFO : Epoch 2008 | loss: 0.0311542 | val_loss: 0.0311647 | Time: 2805.02 ms
[2022-04-18 20:36:48 main:574] : INFO : Epoch 2009 | loss: 0.0311585 | val_loss: 0.0311649 | Time: 2875.35 ms
[2022-04-18 20:36:51 main:574] : INFO : Epoch 2010 | loss: 0.0311578 | val_loss: 0.031165 | Time: 2902.72 ms
[2022-04-18 20:36:53 main:574] : INFO : Epoch 2011 | loss: 0.0311553 | val_loss: 0.031169 | Time: 2876.06 ms
[2022-04-18 20:36:56 main:574] : INFO : Epoch 2012 | loss: 0.0311575 | val_loss: 0.0311664 | Time: 2846.53 ms
[2022-04-18 20:36:59 main:574] : INFO : Epoch 2013 | loss: 0.0311531 | val_loss: 0.0311659 | Time: 2855.29 ms
[2022-04-18 20:37:02 main:574] : INFO : Epoch 2014 | loss: 0.0311544 | val_loss: 0.0311655 | Time: 2840.54 ms
[2022-04-18 20:37:05 main:574] : INFO : Epoch 2015 | loss: 0.0311529 | val_loss: 0.031165 | Time: 2839.73 ms
[2022-04-18 20:37:08 main:574] : INFO : Epoch 2016 | loss: 0.0311527 | val_loss: 0.0311649 | Time: 2847.57 ms
[2022-04-18 20:37:10 main:574] : INFO : Epoch 2017 | loss: 0.031153 | val_loss: 0.0311643 | Time: 2829.05 ms
[2022-04-18 20:37:13 main:574] : INFO : Epoch 2018 | loss: 0.031153 | val_loss: 0.0311664 | Time: 2873.35 ms
[2022-04-18 20:37:16 main:574] : INFO : Epoch 2019 | loss: 0.0311523 | val_loss: 0.0311648 | Time: 2885.58 ms
[2022-04-18 20:37:19 main:574] : INFO : Epoch 2020 | loss: 0.0311499 | val_loss: 0.0311643 | Time: 2863.01 ms
[2022-04-18 20:37:22 main:574] : INFO : Epoch 2021 | loss: 0.0311489 | val_loss: 0.0311649 | Time: 2857.47 ms
[2022-04-18 20:37:25 main:574] : INFO : Epoch 2022 | loss: 0.0311483 | val_loss: 0.0311635 | Time: 2787.56 ms
[2022-04-18 20:37:28 main:574] : INFO : Epoch 2023 | loss: 0.031149 | val_loss: 0.0311647 | Time: 2906.69 ms
[2022-04-18 20:37:30 main:574] : INFO : Epoch 2024 | loss: 0.0311524 | val_loss: 0.0311657 | Time: 2814.68 ms
[2022-04-18 20:37:33 main:574] : INFO : Epoch 2025 | loss: 0.0311496 | val_loss: 0.0311626 | Time: 2942.01 ms
[2022-04-18 20:37:36 main:574] : INFO : Epoch 2026 | loss: 0.0311499 | val_loss: 0.0311645 | Time: 2960.36 ms
[2022-04-18 20:37:39 main:574] : INFO : Epoch 2027 | loss: 0.0311492 | val_loss: 0.0311641 | Time: 2951.83 ms
[2022-04-18 20:37:42 main:574] : INFO : Epoch 2028 | loss: 0.0311532 | val_loss: 0.0311665 | Time: 2962.82 ms
[2022-04-18 20:37:45 main:574] : INFO : Epoch 2029 | loss: 0.0311532 | val_loss: 0.0311636 | Time: 2989.04 ms
[2022-04-18 20:37:48 main:574] : INFO : Epoch 2030 | loss: 0.0311512 | val_loss: 0.0311643 | Time: 3001.73 ms
[2022-04-18 20:37:51 main:574] : INFO : Epoch 2031 | loss: 0.0311495 | val_loss: 0.0311643 | Time: 2940.67 ms
[2022-04-18 20:37:54 main:574] : INFO : Epoch 2032 | loss: 0.0311531 | val_loss: 0.0311742 | Time: 2971.83 ms
[2022-04-18 20:37:57 main:574] : INFO : Epoch 2033 | loss: 0.0311546 | val_loss: 0.0311683 | Time: 3081.26 ms
[2022-04-18 20:38:00 main:574] : INFO : Epoch 2034 | loss: 0.031152 | val_loss: 0.0311704 | Time: 2977.98 ms
[2022-04-18 20:38:03 main:574] : INFO : Epoch 2035 | loss: 0.03115 | val_loss: 0.0311687 | Time: 2969.99 ms
[2022-04-18 20:38:06 main:574] : INFO : Epoch 2036 | loss: 0.0311528 | val_loss: 0.0311723 | Time: 2977.52 ms
[2022-04-18 20:38:09 main:574] : INFO : Epoch 2037 | loss: 0.0311583 | val_loss: 0.0311762 | Time: 3140.09 ms
[2022-04-18 20:38:12 main:574] : INFO : Epoch 2038 | loss: 0.0311604 | val_loss: 0.0311704 | Time: 3006.03 ms
[2022-04-18 20:38:15 main:574] : INFO : Epoch 2039 | loss: 0.0311613 | val_loss: 0.0311704 | Time: 3051.33 ms
[2022-04-18 20:38:18 main:574] : INFO : Epoch 2040 | loss: 0.031156 | val_loss: 0.0311702 | Time: 2946.49 ms
[2022-04-18 20:38:21 main:574] : INFO : Epoch 2041 | loss: 0.031155 | val_loss: 0.0311701 | Time: 3041.34 ms
[2022-04-18 20:38:24 main:574] : INFO : Epoch 2042 | loss: 0.0311566 | val_loss: 0.031175 | Time: 3000.22 ms
[2022-04-18 20:38:27 main:574] : INFO : Epoch 2043 | loss: 0.0311624 | val_loss: 0.0311703 | Time: 2936.42 ms
[2022-04-18 20:38:30 main:574] : INFO : Epoch 2044 | loss: 0.0311614 | val_loss: 0.0311661 | Time: 2988.44 ms
[2022-04-18 20:38:33 main:574] : INFO : Epoch 2045 | loss: 0.031161 | val_loss: 0.0311683 | Time: 3001.79 ms
[2022-04-18 20:38:36 main:574] : INFO : Epoch 2046 | loss: 0.0311593 | val_loss: 0.0311705 | Time: 2967.63 ms
[2022-04-18 20:38:39 main:574] : INFO : Epoch 2047 | loss: 0.0311588 | val_loss: 0.0311663 | Time: 2962.97 ms
[2022-04-18 20:38:42 main:574] : INFO : Epoch 2048 | loss: 0.0311546 | val_loss: 0.0311636 | Time: 2980.98 ms
[2022-04-18 20:38:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311636
[2022-04-18 20:38:42 main:603] : INFO : Saving end state to config to file
[2022-04-18 20:38:42 main:608] : INFO : Success, exiting..
20:38:42 (17020): 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)