Task 14618197
| Name | ParityModified-1647049297-867-3-0_0 |
| Workunit | 11638803 |
| Created | 12 Apr 2022, 13:49:58 UTC |
| Sent | 12 Apr 2022, 13:50:06 UTC |
| Report deadline | 20 Apr 2022, 13:50:06 UTC |
| Received | 13 Apr 2022, 11:08:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8864 |
| Run time | 1 hours 42 min 44 sec |
| CPU time | 1 hours 39 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,495.61 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 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: 0.0311687 | val_loss: 0.0311748 | Time: 2998.06 ms [2022-04-13 12:42:12 main:574] : INFO : Epoch 1543 | loss: 0.0311706 | val_loss: 0.0311743 | Time: 2990.36 ms [2022-04-13 12:42:15 main:574] : INFO : Epoch 1544 | loss: 0.0311699 | val_loss: 0.0311745 | Time: 2939.86 ms [2022-04-13 12:42:18 main:574] : INFO : Epoch 1545 | loss: 0.0311691 | val_loss: 0.0311734 | Time: 2952.17 ms [2022-04-13 12:42:21 main:574] : INFO : Epoch 1546 | loss: 0.0311677 | val_loss: 0.0311737 | Time: 2967.85 ms [2022-04-13 12:42:24 main:574] : INFO : Epoch 1547 | loss: 0.0311701 | val_loss: 0.0311754 | Time: 2966.8 ms [2022-04-13 12:42:27 main:574] : INFO : Epoch 1548 | loss: 0.0311687 | val_loss: 0.031174 | Time: 2977.43 ms [2022-04-13 12:42:30 main:574] : INFO : Epoch 1549 | loss: 0.0311688 | val_loss: 0.0311763 | Time: 2949.22 ms [2022-04-13 12:42:33 main:574] : INFO : Epoch 1550 | loss: 0.0311679 | val_loss: 0.0311757 | Time: 2930.44 ms [2022-04-13 12:42:36 main:574] : INFO : Epoch 1551 | loss: 0.031167 | val_loss: 0.031174 | Time: 2955.28 ms [2022-04-13 12:42:39 main:574] : INFO : Epoch 1552 | loss: 0.0311666 | val_loss: 0.0311741 | Time: 2986.72 ms [2022-04-13 12:42:42 main:574] : INFO : Epoch 1553 | loss: 0.0311666 | val_loss: 0.0311759 | Time: 2988.64 ms [2022-04-13 12:42:45 main:574] : INFO : Epoch 1554 | loss: 0.0311665 | val_loss: 0.0311757 | Time: 2997.25 ms [2022-04-13 12:42:48 main:574] : INFO : Epoch 1555 | loss: 0.0311666 | val_loss: 0.0311761 | Time: 2946.16 ms [2022-04-13 12:42:51 main:574] : INFO : Epoch 1556 | loss: 0.0311655 | val_loss: 0.0311743 | Time: 2954.74 ms [2022-04-13 12:42:54 main:574] : INFO : Epoch 1557 | loss: 0.0311653 | val_loss: 0.0311743 | Time: 2980.25 ms [2022-04-13 12:42:57 main:574] : INFO : Epoch 1558 | loss: 0.0311661 | val_loss: 0.0311772 | Time: 2989.31 ms [2022-04-13 12:42:59 main:574] : INFO : Epoch 1559 | loss: 0.0311663 | val_loss: 0.0311743 | Time: 2956.86 ms [2022-04-13 12:43:03 main:574] : INFO : Epoch 1560 | loss: 0.0311652 | val_loss: 0.0311742 | Time: 3039.43 ms [2022-04-13 12:43:06 main:574] : INFO : Epoch 1561 | loss: 0.0311646 | val_loss: 0.0311752 | Time: 2961.4 ms [2022-04-13 12:43:08 main:574] : INFO : Epoch 1562 | loss: 0.0311641 | val_loss: 0.0311754 | Time: 2936.06 ms [2022-04-13 12:43:11 main:574] : INFO : Epoch 1563 | loss: 0.0311645 | val_loss: 0.0311742 | Time: 2961.87 ms [2022-04-13 12:43:14 main:574] : INFO : Epoch 1564 | loss: 0.0311658 | val_loss: 0.0311758 | Time: 2980.62 ms [2022-04-13 12:43:17 main:574] : INFO : Epoch 1565 | loss: 0.0311678 | val_loss: 0.0311778 | Time: 2984.19 ms [2022-04-13 12:43:20 main:574] : INFO : Epoch 1566 | loss: 0.0311668 | val_loss: 0.0311749 | Time: 3012.69 ms [2022-04-13 12:43:23 main:574] : INFO : Epoch 1567 | loss: 0.0311657 | val_loss: 0.031179 | Time: 2977.1 ms [2022-04-13 12:43:26 main:574] : INFO : Epoch 1568 | loss: 0.0311846 | val_loss: 0.0311877 | Time: 2984.46 ms [2022-04-13 12:43:29 main:574] : INFO : Epoch 1569 | loss: 0.0311894 | val_loss: 0.0311834 | Time: 2953.47 ms [2022-04-13 12:43:32 main:574] : INFO : Epoch 1570 | loss: 0.0311875 | val_loss: 0.0311847 | Time: 2971.54 ms [2022-04-13 12:43:35 main:574] : INFO : Epoch 1571 | loss: 0.0311843 | val_loss: 0.0311824 | Time: 2954.71 ms [2022-04-13 12:43:38 main:574] : INFO : Epoch 1572 | loss: 0.0311866 | val_loss: 0.031181 | Time: 2954.13 ms [2022-04-13 12:43:41 main:574] : INFO : Epoch 1573 | loss: 0.0311834 | val_loss: 0.0311845 | Time: 3012.16 ms [2022-04-13 12:43:44 main:574] : INFO : Epoch 1574 | loss: 0.0311828 | val_loss: 0.0311788 | Time: 2979.39 ms [2022-04-13 12:43:47 main:574] : INFO : Epoch 1575 | loss: 0.0311784 | val_loss: 0.03118 | Time: 2974.11 ms [2022-04-13 12:43:50 main:574] : INFO : Epoch 1576 | loss: 0.0311788 | val_loss: 0.0311805 | Time: 3012.88 ms [2022-04-13 12:43:53 main:574] : INFO : Epoch 1577 | loss: 0.0311778 | val_loss: 0.0311786 | Time: 3077.91 ms [2022-04-13 12:43:56 main:574] : INFO : Epoch 1578 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 3074.48 ms [2022-04-13 12:44:00 main:574] : INFO : Epoch 1579 | loss: 0.0311754 | val_loss: 0.031179 | Time: 3097.26 ms [2022-04-13 12:44:03 main:574] : INFO : Epoch 1580 | loss: 0.0311744 | val_loss: 0.0311801 | Time: 3211.74 ms [2022-04-13 12:44:06 main:574] : INFO : Epoch 1581 | loss: 0.0311744 | val_loss: 0.0311773 | Time: 3316.75 ms [2022-04-13 12:44:10 main:574] : INFO : Epoch 1582 | loss: 0.0311738 | val_loss: 0.0311764 | Time: 3515.23 ms [2022-04-13 12:44:13 main:574] : INFO : Epoch 1583 | loss: 0.0311741 | val_loss: 0.0311795 | Time: 3199.25 ms [2022-04-13 12:44:16 main:574] : INFO : Epoch 1584 | loss: 0.0311727 | val_loss: 0.031179 | Time: 3176.24 ms [2022-04-13 12:44:19 main:574] : INFO : Epoch 1585 | loss: 0.0311724 | val_loss: 0.0311761 | Time: 3158.12 ms [2022-04-13 12:44:22 main:574] : INFO : Epoch 1586 | loss: 0.0311732 | val_loss: 0.0311803 | Time: 3155.23 ms [2022-04-13 12:44:26 main:574] : INFO : Epoch 1587 | loss: 0.0311749 | val_loss: 0.031175 | Time: 3152.7 ms [2022-04-13 12:44:29 main:574] : INFO : Epoch 1588 | loss: 0.031172 | val_loss: 0.0311758 | Time: 3209.6 ms [2022-04-13 12:44:32 main:574] : INFO : Epoch 1589 | loss: 0.0311709 | val_loss: 0.031176 | Time: 3164.46 ms [2022-04-13 12:44:35 main:574] : INFO : Epoch 1590 | loss: 0.0311722 | val_loss: 0.0311761 | Time: 3107.87 ms [2022-04-13 12:44:38 main:574] : INFO : Epoch 1591 | loss: 0.0311706 | val_loss: 0.0311753 | Time: 3049.64 ms [2022-04-13 12:44:41 main:574] : INFO : Epoch 1592 | loss: 0.0311711 | val_loss: 0.0311781 | Time: 3086.82 ms [2022-04-13 12:44:44 main:574] : INFO : Epoch 1593 | loss: 0.0311711 | val_loss: 0.0311785 | Time: 3081.42 ms [2022-04-13 12:44:47 main:574] : INFO : Epoch 1594 | loss: 0.0311726 | val_loss: 0.0311782 | Time: 3032.6 ms [2022-04-13 12:44:50 main:574] : INFO : Epoch 1595 | loss: 0.0311726 | val_loss: 0.0311752 | Time: 2996.31 ms [2022-04-13 12:44:53 main:574] : INFO : Epoch 1596 | loss: 0.0311722 | val_loss: 0.0311771 | Time: 3002.42 ms [2022-04-13 12:44:56 main:574] : INFO : Epoch 1597 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 2998.06 ms [2022-04-13 12:44:59 main:574] : INFO : Epoch 1598 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 3073.78 ms [2022-04-13 12:45:02 main:574] : INFO : Epoch 1599 | loss: 0.0311713 | val_loss: 0.0311758 | Time: 3043.55 ms [2022-04-13 12:45:06 main:574] : INFO : Epoch 1600 | loss: 0.0311698 | val_loss: 0.0311757 | Time: 3035.47 ms [2022-04-13 12:45:09 main:574] : INFO : Epoch 1601 | loss: 0.0311698 | val_loss: 0.0311827 | Time: 3019.5 ms [2022-04-13 12:45:12 main:574] : INFO : Epoch 1602 | loss: 0.0311716 | val_loss: 0.0311768 | Time: 3002.96 ms [2022-04-13 12:45:15 main:574] : INFO : Epoch 1603 | loss: 0.0311695 | val_loss: 0.031176 | Time: 3000.45 ms [2022-04-13 12:45:18 main:574] : INFO : Epoch 1604 | loss: 0.0311709 | val_loss: 0.0311774 | Time: 3032.34 ms [2022-04-13 12:45:21 main:574] : INFO : Epoch 1605 | loss: 0.0311687 | val_loss: 0.0311777 | Time: 3017.22 ms [2022-04-13 12:45:24 main:574] : INFO : Epoch 1606 | loss: 0.0311697 | val_loss: 0.0311751 | Time: 3033.58 ms [2022-04-13 12:45:27 main:574] : INFO : Epoch 1607 | loss: 0.0311701 | val_loss: 0.0311795 | Time: 2993.34 ms [2022-04-13 12:45:30 main:574] : INFO : Epoch 1608 | loss: 0.0311705 | val_loss: 0.0311731 | Time: 3035.42 ms [2022-04-13 12:45:33 main:574] : INFO : Epoch 1609 | loss: 0.0311684 | val_loss: 0.0311729 | Time: 2996.21 ms [2022-04-13 12:45:36 main:574] : INFO : Epoch 1610 | loss: 0.031167 | val_loss: 0.0311747 | Time: 3047.24 ms [2022-04-13 12:45:39 main:574] : INFO : Epoch 1611 | loss: 0.0311676 | val_loss: 0.0311758 | Time: 2985.13 ms [2022-04-13 12:45:42 main:574] : INFO : Epoch 1612 | loss: 0.0311682 | val_loss: 0.0311739 | Time: 3005.53 ms [2022-04-13 12:45:45 main:574] : INFO : Epoch 1613 | loss: 0.0311667 | val_loss: 0.0311746 | Time: 2993.49 ms [2022-04-13 12:45:48 main:574] : INFO : Epoch 1614 | loss: 0.0311691 | val_loss: 0.0311767 | Time: 3002.67 ms [2022-04-13 12:45:51 main:574] : INFO : Epoch 1615 | loss: 0.0311726 | val_loss: 0.0311748 | Time: 3026.49 ms [2022-04-13 12:45:54 main:574] : INFO : Epoch 1616 | loss: 0.0311709 | val_loss: 0.0311768 | Time: 3016.33 ms [2022-04-13 12:45:57 main:574] : INFO : Epoch 1617 | loss: 0.0311733 | val_loss: 0.0311781 | Time: 2961.84 ms [2022-04-13 12:46:00 main:574] : INFO : Epoch 1618 | loss: 0.0311721 | val_loss: 0.0311745 | Time: 2948.8 ms [2022-04-13 12:46:03 main:574] : INFO : Epoch 1619 | loss: 0.03117 | val_loss: 0.0311747 | Time: 3018.17 ms [2022-04-13 12:46:06 main:574] : INFO : Epoch 1620 | loss: 0.0311684 | val_loss: 0.0311761 | Time: 3004.88 ms [2022-04-13 12:46:09 main:574] : INFO : Epoch 1621 | loss: 0.0311705 | val_loss: 0.0311732 | Time: 2990.74 ms [2022-04-13 12:46:12 main:574] : INFO : Epoch 1622 | loss: 0.0311703 | val_loss: 0.031177 | Time: 3023.71 ms [2022-04-13 12:46:15 main:574] : INFO : Epoch 1623 | loss: 0.0311692 | val_loss: 0.0311751 | Time: 2991.01 ms [2022-04-13 12:46:18 main:574] : INFO : Epoch 1624 | loss: 0.0311693 | val_loss: 0.0311775 | Time: 2959.3 ms [2022-04-13 12:46:21 main:574] : INFO : Epoch 1625 | loss: 0.0311692 | val_loss: 0.0311757 | Time: 2955.65 ms [2022-04-13 12:46:24 main:574] : INFO : Epoch 1626 | loss: 0.0311713 | val_loss: 0.0311781 | Time: 2997.42 ms [2022-04-13 12:46:27 main:574] : INFO : Epoch 1627 | loss: 0.0311695 | val_loss: 0.0311778 | Time: 2960.52 ms [2022-04-13 12:46:30 main:574] : INFO : Epoch 1628 | loss: 0.0311745 | val_loss: 0.0311799 | Time: 2989.85 ms [2022-04-13 12:46:33 main:574] : INFO : Epoch 1629 | loss: 0.0311727 | val_loss: 0.0311744 | Time: 3001.47 ms [2022-04-13 12:46:36 main:574] : INFO : Epoch 1630 | loss: 0.0311697 | val_loss: 0.031176 | Time: 2978.7 ms [2022-04-13 12:46:39 main:574] : INFO : Epoch 1631 | loss: 0.0311686 | val_loss: 0.0311764 | Time: 2964.3 ms [2022-04-13 12:46:42 main:574] : INFO : Epoch 1632 | loss: 0.0311681 | val_loss: 0.0311766 | Time: 2987.33 ms [2022-04-13 12:46:45 main:574] : INFO : Epoch 1633 | loss: 0.0311674 | val_loss: 0.0311755 | Time: 2980.62 ms [2022-04-13 12:46:48 main:574] : INFO : Epoch 1634 | loss: 0.0311674 | val_loss: 0.0311773 | Time: 2992.94 ms [2022-04-13 12:46:51 main:574] : INFO : Epoch 1635 | loss: 0.0311692 | val_loss: 0.0311797 | Time: 3008.85 ms [2022-04-13 12:46:54 main:574] : INFO : Epoch 1636 | loss: 0.0311671 | val_loss: 0.0311764 | Time: 3008.64 ms [2022-04-13 12:46:57 main:574] : INFO : Epoch 1637 | loss: 0.0311658 | val_loss: 0.0311758 | Time: 3005.48 ms [2022-04-13 12:47:00 main:574] : INFO : Epoch 1638 | loss: 0.0311659 | val_loss: 0.0311755 | Time: 3021.85 ms [2022-04-13 12:47:03 main:574] : INFO : Epoch 1639 | loss: 0.0311656 | val_loss: 0.0311804 | Time: 2979.8 ms [2022-04-13 12:47:06 main:574] : INFO : Epoch 1640 | loss: 0.0311656 | val_loss: 0.0311751 | Time: 2993 ms [2022-04-13 12:47:09 main:574] : INFO : Epoch 1641 | loss: 0.0311647 | val_loss: 0.0311751 | Time: 2977.1 ms [2022-04-13 12:47:12 main:574] : INFO : Epoch 1642 | loss: 0.0311657 | val_loss: 0.0311774 | Time: 3057.1 ms [2022-04-13 12:47:15 main:574] : INFO : Epoch 1643 | loss: 0.0311663 | val_loss: 0.0311758 | Time: 3012.63 ms [2022-04-13 12:47:18 main:574] : INFO : Epoch 1644 | loss: 0.031165 | val_loss: 0.0311778 | Time: 3010.16 ms [2022-04-13 12:47:21 main:574] : INFO : Epoch 1645 | loss: 0.0311653 | val_loss: 0.031176 | Time: 2979.33 ms [2022-04-13 12:47:24 main:574] : INFO : Epoch 1646 | loss: 0.0311656 | val_loss: 0.0311751 | Time: 2987.43 ms [2022-04-13 12:47:27 main:574] : INFO : Epoch 1647 | loss: 0.0311654 | val_loss: 0.0311743 | Time: 2986.46 ms [2022-04-13 12:47:30 main:574] : INFO : Epoch 1648 | loss: 0.0311643 | val_loss: 0.0311753 | Time: 2983.66 ms [2022-04-13 12:47:33 main:574] : INFO : Epoch 1649 | loss: 0.0311639 | val_loss: 0.0311752 | Time: 2976.95 ms [2022-04-13 12:47:36 main:574] : INFO : Epoch 1650 | loss: 0.0311656 | val_loss: 0.0311753 | Time: 2963.65 ms [2022-04-13 12:47:39 main:574] : INFO : Epoch 1651 | loss: 0.0311654 | val_loss: 0.0311749 | Time: 3018.19 ms [2022-04-13 12:47:42 main:574] : INFO : Epoch 1652 | loss: 0.0311645 | val_loss: 0.0311752 | Time: 3001.76 ms [2022-04-13 12:47:45 main:574] : INFO : Epoch 1653 | loss: 0.0311647 | val_loss: 0.0311738 | Time: 2969.49 ms [2022-04-13 12:47:48 main:574] : INFO : Epoch 1654 | loss: 0.0311663 | val_loss: 0.0311794 | Time: 2956.22 ms [2022-04-13 12:47:51 main:574] : INFO : Epoch 1655 | loss: 0.0311664 | val_loss: 0.0311758 | Time: 2960.85 ms [2022-04-13 12:47:54 main:574] : INFO : Epoch 1656 | loss: 0.0311643 | val_loss: 0.0311754 | Time: 2997.14 ms [2022-04-13 12:47:57 main:574] : INFO : Epoch 1657 | loss: 0.0311659 | val_loss: 0.0311725 | Time: 2958.23 ms [2022-04-13 12:48:00 main:574] : INFO : Epoch 1658 | loss: 0.0311642 | val_loss: 0.0311741 | Time: 2984.93 ms [2022-04-13 12:48:03 main:574] : INFO : Epoch 1659 | loss: 0.0311625 | val_loss: 0.0311728 | Time: 3011.49 ms [2022-04-13 12:48:06 main:574] : INFO : Epoch 1660 | loss: 0.0311659 | val_loss: 0.0311789 | Time: 2991.5 ms [2022-04-13 12:48:09 main:574] : INFO : Epoch 1661 | loss: 0.0311681 | val_loss: 0.0311757 | Time: 3001.16 ms [2022-04-13 12:48:12 main:574] : INFO : Epoch 1662 | loss: 0.0311637 | val_loss: 0.0311749 | Time: 2963.45 ms [2022-04-13 12:48:15 main:574] : INFO : Epoch 1663 | loss: 0.0311642 | val_loss: 0.0311761 | Time: 3005.53 ms [2022-04-13 12:48:18 main:574] : INFO : Epoch 1664 | loss: 0.0311631 | val_loss: 0.0311759 | Time: 3000.72 ms [2022-04-13 12:48:21 main:574] : INFO : Epoch 1665 | loss: 0.0311629 | val_loss: 0.0311728 | Time: 3018.46 ms [2022-04-13 12:48:24 main:574] : INFO : Epoch 1666 | loss: 0.0311624 | val_loss: 0.031178 | Time: 2983.05 ms [2022-04-13 12:48:27 main:574] : INFO : Epoch 1667 | loss: 0.0311622 | val_loss: 0.031174 | Time: 2980.62 ms [2022-04-13 12:48:30 main:574] : INFO : Epoch 1668 | loss: 0.0311608 | val_loss: 0.0311751 | Time: 2982.67 ms [2022-04-13 12:48:33 main:574] : INFO : Epoch 1669 | loss: 0.0311624 | val_loss: 0.0311733 | Time: 3000.66 ms [2022-04-13 12:48:36 main:574] : INFO : Epoch 1670 | loss: 0.0311606 | val_loss: 0.0311764 | Time: 2982.33 ms [2022-04-13 12:48:39 main:574] : INFO : Epoch 1671 | loss: 0.0311604 | val_loss: 0.0311732 | Time: 2994.27 ms [2022-04-13 12:48:42 main:574] : INFO : Epoch 1672 | loss: 0.03116 | val_loss: 0.0311741 | Time: 2972.62 ms [2022-04-13 12:48:45 main:574] : INFO : Epoch 1673 | loss: 0.03116 | val_loss: 0.0311779 | Time: 3045.83 ms [2022-04-13 12:48:48 main:574] : INFO : Epoch 1674 | loss: 0.0311617 | val_loss: 0.0311781 | Time: 3013.7 ms [2022-04-13 12:48:51 main:574] : INFO : Epoch 1675 | loss: 0.0311621 | val_loss: 0.0311753 | Time: 2994.71 ms [2022-04-13 12:48:54 main:574] : INFO : Epoch 1676 | loss: 0.0311615 | val_loss: 0.031178 | Time: 2967.92 ms [2022-04-13 12:48:57 main:574] : INFO : Epoch 1677 | loss: 0.031162 | val_loss: 0.0311758 | Time: 2962.71 ms [2022-04-13 12:49:00 main:574] : INFO : Epoch 1678 | loss: 0.0311597 | val_loss: 0.0311758 | Time: 2960.06 ms [2022-04-13 12:49:03 main:574] : INFO : Epoch 1679 | loss: 0.0311611 | val_loss: 0.031177 | Time: 2991.42 ms [2022-04-13 12:49:06 main:574] : INFO : Epoch 1680 | loss: 0.0311608 | val_loss: 0.0311774 | Time: 3020.69 ms [2022-04-13 12:49:09 main:574] : INFO : Epoch 1681 | loss: 0.0311613 | val_loss: 0.0311736 | Time: 3020.34 ms [2022-04-13 12:49:12 main:574] : INFO : Epoch 1682 | loss: 0.0311621 | val_loss: 0.0311755 | Time: 3008.68 ms [2022-04-13 12:49:15 main:574] : INFO : Epoch 1683 | loss: 0.0311603 | val_loss: 0.0311741 | Time: 2995.68 ms [2022-04-13 12:49:18 main:574] : INFO : Epoch 1684 | loss: 0.0311591 | val_loss: 0.0311722 | Time: 3017.69 ms [2022-04-13 12:49:21 main:574] : INFO : Epoch 1685 | loss: 0.0311592 | val_loss: 0.0311726 | Time: 3152.5 ms [2022-04-13 12:49:24 main:574] : INFO : Epoch 1686 | loss: 0.0311624 | val_loss: 0.0311773 | Time: 3211.09 ms [2022-04-13 12:49:27 main:574] : INFO : Epoch 1687 | loss: 0.0311638 | val_loss: 0.031173 | Time: 3031.2 ms [2022-04-13 12:49:30 main:574] : INFO : Epoch 1688 | loss: 0.0311607 | val_loss: 0.031175 | Time: 3009.39 ms [2022-04-13 12:49:33 main:574] : INFO : Epoch 1689 | loss: 0.0311601 | val_loss: 0.0311767 | Time: 2989.66 ms [2022-04-13 12:49:36 main:574] : INFO : Epoch 1690 | loss: 0.0311599 | val_loss: 0.0311739 | Time: 2989.54 ms [2022-04-13 12:49:39 main:574] : INFO : Epoch 1691 | loss: 0.0311603 | val_loss: 0.0311737 | Time: 3021.14 ms [2022-04-13 12:49:42 main:574] : INFO : Epoch 1692 | loss: 0.0311598 | val_loss: 0.0311758 | Time: 2990.73 ms [2022-04-13 12:49:45 main:574] : INFO : Epoch 1693 | loss: 0.0311592 | val_loss: 0.0311744 | Time: 2991.83 ms [2022-04-13 12:49:48 main:574] : INFO : Epoch 1694 | loss: 0.0311608 | val_loss: 0.0311744 | Time: 2967.36 ms [2022-04-13 12:49:51 main:574] : INFO : Epoch 1695 | loss: 0.0311592 | val_loss: 0.0311741 | Time: 2972.29 ms [2022-04-13 12:49:54 main:574] : INFO : Epoch 1696 | loss: 0.0311583 | val_loss: 0.0311748 | Time: 2978.86 ms [2022-04-13 12:49:57 main:574] : INFO : Epoch 1697 | loss: 0.0311581 | val_loss: 0.0311747 | Time: 2995.35 ms [2022-04-13 12:50:00 main:574] : INFO : Epoch 1698 | loss: 0.0311579 | val_loss: 0.0311757 | Time: 2999.27 ms [2022-04-13 12:50:03 main:574] : INFO : Epoch 1699 | loss: 0.0311571 | val_loss: 0.0311748 | Time: 2970.59 ms [2022-04-13 12:50:06 main:574] : INFO : Epoch 1700 | loss: 0.031158 | val_loss: 0.0311802 | Time: 2985.71 ms [2022-04-13 12:50:09 main:574] : INFO : Epoch 1701 | loss: 0.0311579 | val_loss: 0.0311766 | Time: 2987.3 ms [2022-04-13 12:50:12 main:574] : INFO : Epoch 1702 | loss: 0.0311592 | val_loss: 0.0311783 | Time: 2989.96 ms [2022-04-13 12:50:15 main:574] : INFO : Epoch 1703 | loss: 0.0311622 | val_loss: 0.031176 | Time: 2970.34 ms [2022-04-13 12:50:18 main:574] : INFO : Epoch 1704 | loss: 0.0311609 | val_loss: 0.031175 | Time: 2981.84 ms [2022-04-13 12:50:21 main:574] : INFO : Epoch 1705 | loss: 0.031161 | val_loss: 0.0311727 | Time: 2969.29 ms [2022-04-13 12:50:24 main:574] : INFO : Epoch 1706 | loss: 0.0311645 | val_loss: 0.0311776 | Time: 3017.44 ms [2022-04-13 12:50:27 main:574] : INFO : Epoch 1707 | loss: 0.0311639 | val_loss: 0.0311734 | Time: 2989.59 ms [2022-04-13 12:50:30 main:574] : INFO : Epoch 1708 | loss: 0.0311628 | val_loss: 0.0311735 | Time: 2966.26 ms [2022-04-13 12:50:33 main:574] : INFO : Epoch 1709 | loss: 0.0311632 | val_loss: 0.031173 | Time: 2979.38 ms [2022-04-13 12:50:36 main:574] : INFO : Epoch 1710 | loss: 0.0311624 | val_loss: 0.0311749 | Time: 3024.32 ms [2022-04-13 12:50:39 main:574] : INFO : Epoch 1711 | loss: 0.031161 | val_loss: 0.031172 | Time: 3034.09 ms [2022-04-13 12:50:42 main:574] : INFO : Epoch 1712 | loss: 0.0311613 | val_loss: 0.0311756 | Time: 2983.97 ms [2022-04-13 12:50:45 main:574] : INFO : Epoch 1713 | loss: 0.0311636 | val_loss: 0.0311727 | Time: 2997.76 ms [2022-04-13 12:50:48 main:574] : INFO : Epoch 1714 | loss: 0.03116 | val_loss: 0.0311741 | Time: 2958.27 ms [2022-04-13 12:50:51 main:574] : INFO : Epoch 1715 | loss: 0.0311597 | val_loss: 0.0311724 | Time: 2995.42 ms [2022-04-13 12:50:54 main:574] : INFO : Epoch 1716 | loss: 0.0311601 | val_loss: 0.0311758 | Time: 2964.62 ms [2022-04-13 12:50:57 main:574] : INFO : Epoch 1717 | loss: 0.0311634 | val_loss: 0.0311765 | Time: 2991.29 ms [2022-04-13 12:51:00 main:574] : INFO : Epoch 1718 | loss: 0.0311666 | val_loss: 0.0311752 | Time: 2993.11 ms [2022-04-13 12:51:03 main:574] : INFO : Epoch 1719 | loss: 0.0311638 | val_loss: 0.0311789 | Time: 2976.29 ms [2022-04-13 12:51:06 main:574] : INFO : Epoch 1720 | loss: 0.0311652 | val_loss: 0.0311757 | Time: 3037.02 ms [2022-04-13 12:51:09 main:574] : INFO : Epoch 1721 | loss: 0.0311632 | val_loss: 0.0311775 | Time: 3024.27 ms [2022-04-13 12:51:12 main:574] : INFO : Epoch 1722 | loss: 0.0311607 | val_loss: 0.0311748 | Time: 2959.36 ms [2022-04-13 12:51:15 main:574] : INFO : Epoch 1723 | loss: 0.0311602 | val_loss: 0.031173 | Time: 2955.27 ms [2022-04-13 12:51:18 main:574] : INFO : Epoch 1724 | loss: 0.0311627 | val_loss: 0.031177 | Time: 2984.26 ms [2022-04-13 12:51:21 main:574] : INFO : Epoch 1725 | loss: 0.0311624 | val_loss: 0.0311805 | Time: 2995.38 ms [2022-04-13 12:51:24 main:574] : INFO : Epoch 1726 | loss: 0.0311612 | val_loss: 0.0311772 | Time: 2985.91 ms [2022-04-13 12:51:27 main:574] : INFO : Epoch 1727 | loss: 0.0311615 | val_loss: 0.0311739 | Time: 2990.25 ms [2022-04-13 12:51:30 main:574] : INFO : Epoch 1728 | loss: 0.0311601 | val_loss: 0.0311744 | Time: 2984.82 ms [2022-04-13 12:51:33 main:574] : INFO : Epoch 1729 | loss: 0.0311614 | val_loss: 0.0311736 | Time: 2991.61 ms [2022-04-13 12:51:36 main:574] : INFO : Epoch 1730 | loss: 0.0311603 | val_loss: 0.0311727 | Time: 2960.03 ms [2022-04-13 12:51:39 main:574] : INFO : Epoch 1731 | loss: 0.0311611 | val_loss: 0.0311736 | Time: 2958.37 ms [2022-04-13 12:51:42 main:574] : INFO : Epoch 1732 | loss: 0.0311612 | val_loss: 0.0311749 | Time: 2990.22 ms [2022-04-13 12:51:45 main:574] : INFO : Epoch 1733 | loss: 0.0311603 | val_loss: 0.0311723 | Time: 2984.15 ms [2022-04-13 12:51:48 main:574] : INFO : Epoch 1734 | loss: 0.0311599 | val_loss: 0.0311719 | Time: 2983.42 ms [2022-04-13 12:51:51 main:574] : INFO : Epoch 1735 | loss: 0.0311613 | val_loss: 0.031174 | Time: 2953.03 ms [2022-04-13 12:51:54 main:574] : INFO : Epoch 1736 | loss: 0.0311595 | val_loss: 0.0311739 | Time: 2982.85 ms [2022-04-13 12:51:57 main:574] : INFO : Epoch 1737 | loss: 0.0311599 | val_loss: 0.03118 | Time: 2975.97 ms [2022-04-13 12:52:00 main:574] : INFO : Epoch 1738 | loss: 0.031163 | val_loss: 0.0311764 | Time: 2981.05 ms [2022-04-13 12:52:03 main:574] : INFO : Epoch 1739 | loss: 0.0311601 | val_loss: 0.0311732 | Time: 2978.65 ms [2022-04-13 12:52:06 main:574] : INFO : Epoch 1740 | loss: 0.0311597 | val_loss: 0.0311729 | Time: 2976.75 ms [2022-04-13 12:52:09 main:574] : INFO : Epoch 1741 | loss: 0.0311611 | val_loss: 0.0311766 | Time: 2978.91 ms [2022-04-13 12:52:12 main:574] : INFO : Epoch 1742 | loss: 0.0311733 | val_loss: 0.0311779 | Time: 2994.86 ms [2022-04-13 12:52:15 main:574] : INFO : Epoch 1743 | loss: 0.0311694 | val_loss: 0.0311711 | Time: 2969.3 ms [2022-04-13 12:52:18 main:574] : INFO : Epoch 1744 | loss: 0.0311662 | val_loss: 0.0311734 | Time: 3015.31 ms [2022-04-13 12:52:21 main:574] : INFO : Epoch 1745 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 2984.31 ms [2022-04-13 12:52:24 main:574] : INFO : Epoch 1746 | loss: 0.0311726 | val_loss: 0.0311775 | Time: 2977.17 ms [2022-04-13 12:52:27 main:574] : INFO : Epoch 1747 | loss: 0.0311706 | val_loss: 0.0311781 | Time: 2929 ms [2022-04-13 12:52:30 main:574] : INFO : Epoch 1748 | loss: 0.0311698 | val_loss: 0.0311757 | Time: 2960.32 ms [2022-04-13 12:52:33 main:574] : INFO : Epoch 1749 | loss: 0.0311678 | val_loss: 0.0311756 | Time: 2950.5 ms [2022-04-13 12:52:36 main:574] : INFO : Epoch 1750 | loss: 0.0311653 | val_loss: 0.0311759 | Time: 2991.55 ms [2022-04-13 12:52:39 main:574] : INFO : Epoch 1751 | loss: 0.0311652 | val_loss: 0.0311749 | Time: 2964.29 ms [2022-04-13 12:52:42 main:574] : INFO : Epoch 1752 | loss: 0.0311661 | val_loss: 0.0311754 | Time: 2993.53 ms [2022-04-13 12:52:45 main:574] : INFO : Epoch 1753 | loss: 0.0311645 | val_loss: 0.0311771 | Time: 3006.59 ms [2022-04-13 12:52:48 main:574] : INFO : Epoch 1754 | loss: 0.0311644 | val_loss: 0.0311777 | Time: 3004.86 ms [2022-04-13 12:52:51 main:574] : INFO : Epoch 1755 | loss: 0.0311668 | val_loss: 0.0311811 | Time: 2950.49 ms [2022-04-13 12:52:54 main:574] : INFO : Epoch 1756 | loss: 0.0311636 | val_loss: 0.0311739 | Time: 2954.22 ms [2022-04-13 12:52:57 main:574] : INFO : Epoch 1757 | loss: 0.031162 | val_loss: 0.0311728 | Time: 2980.11 ms [2022-04-13 12:53:00 main:574] : INFO : Epoch 1758 | loss: 0.0311625 | val_loss: 0.0311751 | Time: 3027.27 ms [2022-04-13 12:53:03 main:574] : INFO : Epoch 1759 | loss: 0.0311624 | val_loss: 0.0311729 | Time: 2938.44 ms [2022-04-13 12:53:06 main:574] : INFO : Epoch 1760 | loss: 0.031163 | val_loss: 0.0311733 | Time: 3025.76 ms [2022-04-13 12:53:09 main:574] : INFO : Epoch 1761 | loss: 0.0311613 | val_loss: 0.0311733 | Time: 2965.34 ms [2022-04-13 12:53:12 main:574] : INFO : Epoch 1762 | loss: 0.0311615 | val_loss: 0.0311734 | Time: 2995.31 ms [2022-04-13 12:53:15 main:574] : INFO : Epoch 1763 | loss: 0.0311605 | val_loss: 0.0311724 | Time: 2963.29 ms [2022-04-13 12:53:18 main:574] : INFO : Epoch 1764 | loss: 0.0311606 | val_loss: 0.0311708 | Time: 2957.15 ms [2022-04-13 12:53:21 main:574] : INFO : Epoch 1765 | loss: 0.0311621 | val_loss: 0.0311711 | Time: 2967.5 ms [2022-04-13 12:53:24 main:574] : INFO : Epoch 1766 | loss: 0.0311613 | val_loss: 0.0311748 | Time: 2994.23 ms [2022-04-13 12:53:27 main:574] : INFO : Epoch 1767 | loss: 0.0311619 | val_loss: 0.0311766 | Time: 2943.43 ms [2022-04-13 12:53:30 main:574] : INFO : Epoch 1768 | loss: 0.0311634 | val_loss: 0.031173 | Time: 2962.32 ms [2022-04-13 12:53:33 main:574] : INFO : Epoch 1769 | loss: 0.0311613 | val_loss: 0.0311731 | Time: 2944.83 ms [2022-04-13 12:53:36 main:574] : INFO : Epoch 1770 | loss: 0.0311602 | val_loss: 0.0311728 | Time: 2961.04 ms [2022-04-13 12:53:39 main:574] : INFO : Epoch 1771 | loss: 0.031162 | val_loss: 0.0311752 | Time: 2950.66 ms [2022-04-13 12:53:42 main:574] : INFO : Epoch 1772 | loss: 0.031163 | val_loss: 0.0311737 | Time: 2985.3 ms [2022-04-13 12:53:45 main:574] : INFO : Epoch 1773 | loss: 0.0311619 | val_loss: 0.0311769 | Time: 2978.02 ms [2022-04-13 12:53:48 main:574] : INFO : Epoch 1774 | loss: 0.0311694 | val_loss: 0.0311827 | Time: 2956.97 ms [2022-04-13 12:53:51 main:574] : INFO : Epoch 1775 | loss: 0.0311645 | val_loss: 0.0311722 | Time: 2982.73 ms [2022-04-13 12:53:54 main:574] : INFO : Epoch 1776 | loss: 0.0311633 | val_loss: 0.0311735 | Time: 2972.86 ms [2022-04-13 12:53:57 main:574] : INFO : Epoch 1777 | loss: 0.0311644 | val_loss: 0.0311736 | Time: 2961.36 ms [2022-04-13 12:54:00 main:574] : INFO : Epoch 1778 | loss: 0.0311646 | val_loss: 0.0311732 | Time: 3026.08 ms [2022-04-13 12:54:03 main:574] : INFO : Epoch 1779 | loss: 0.0311634 | val_loss: 0.0311712 | Time: 2988.97 ms [2022-04-13 12:54:06 main:574] : INFO : Epoch 1780 | loss: 0.0311616 | val_loss: 0.0311732 | Time: 3027.35 ms [2022-04-13 12:54:09 main:574] : INFO : Epoch 1781 | loss: 0.0311619 | val_loss: 0.0311744 | Time: 2968.01 ms [2022-04-13 12:54:12 main:574] : INFO : Epoch 1782 | loss: 0.0311603 | val_loss: 0.031178 | Time: 2970.71 ms [2022-04-13 12:54:15 main:574] : INFO : Epoch 1783 | loss: 0.0311631 | val_loss: 0.0311737 | Time: 3028.43 ms [2022-04-13 12:54:18 main:574] : INFO : Epoch 1784 | loss: 0.0311648 | val_loss: 0.0311754 | Time: 2987.1 ms [2022-04-13 12:54:21 main:574] : INFO : Epoch 1785 | loss: 0.0311635 | val_loss: 0.0311791 | Time: 2997.75 ms [2022-04-13 12:54:24 main:574] : INFO : Epoch 1786 | loss: 0.0311651 | val_loss: 0.0311769 | Time: 2979.06 ms [2022-04-13 12:54:27 main:574] : INFO : Epoch 1787 | loss: 0.0311667 | val_loss: 0.0311777 | Time: 3009.13 ms [2022-04-13 12:54:30 main:574] : INFO : Epoch 1788 | loss: 0.031162 | val_loss: 0.0311725 | Time: 2988.17 ms [2022-04-13 12:54:33 main:574] : INFO : Epoch 1789 | loss: 0.0311616 | val_loss: 0.0311717 | Time: 2979.53 ms [2022-04-13 12:54:36 main:574] : INFO : Epoch 1790 | loss: 0.0311619 | val_loss: 0.0311728 | Time: 2965.81 ms [2022-04-13 12:54:39 main:574] : INFO : Epoch 1791 | loss: 0.0311625 | val_loss: 0.0311757 | Time: 3004.05 ms [2022-04-13 12:54:42 main:574] : INFO : Epoch 1792 | loss: 0.0311648 | val_loss: 0.0311807 | Time: 2997.65 ms [2022-04-13 12:54:45 main:574] : INFO : Epoch 1793 | loss: 0.0311633 | val_loss: 0.0311745 | Time: 3010.15 ms [2022-04-13 12:54:48 main:574] : INFO : Epoch 1794 | loss: 0.0311618 | val_loss: 0.0311761 | Time: 2983.39 ms [2022-04-13 12:54:51 main:574] : INFO : Epoch 1795 | loss: 0.031162 | val_loss: 0.0311749 | Time: 3005.02 ms [2022-04-13 12:54:54 main:574] : INFO : Epoch 1796 | loss: 0.031163 | val_loss: 0.0311762 | Time: 2989.01 ms [2022-04-13 12:54:57 main:574] : INFO : Epoch 1797 | loss: 0.0311649 | val_loss: 0.0311755 | Time: 2953.74 ms [2022-04-13 12:55:00 main:574] : INFO : Epoch 1798 | loss: 0.0311651 | val_loss: 0.0311787 | Time: 3005.23 ms [2022-04-13 12:55:03 main:574] : INFO : Epoch 1799 | loss: 0.0311639 | val_loss: 0.0311727 | Time: 2999.5 ms [2022-04-13 12:55:06 main:574] : INFO : Epoch 1800 | loss: 0.0311599 | val_loss: 0.0311787 | Time: 2978.1 ms [2022-04-13 12:55:09 main:574] : INFO : Epoch 1801 | loss: 0.0311601 | val_loss: 0.0311733 | Time: 2960.35 ms [2022-04-13 12:55:12 main:574] : INFO : Epoch 1802 | loss: 0.0311594 | val_loss: 0.0311756 | Time: 2990.72 ms [2022-04-13 12:55:15 main:574] : INFO : Epoch 1803 | loss: 0.0311591 | val_loss: 0.0311723 | Time: 2997.89 ms [2022-04-13 12:55:18 main:574] : INFO : Epoch 1804 | loss: 0.0311604 | val_loss: 0.0311749 | Time: 2940.36 ms [2022-04-13 12:55:21 main:574] : INFO : Epoch 1805 | loss: 0.0311611 | val_loss: 0.0311726 | Time: 2932.4 ms [2022-04-13 12:55:24 main:574] : INFO : Epoch 1806 | loss: 0.0311592 | val_loss: 0.0311738 | Time: 2970.4 ms [2022-04-13 12:55:27 main:574] : INFO : Epoch 1807 | loss: 0.0311587 | val_loss: 0.0311742 | Time: 2961.46 ms [2022-04-13 12:55:29 main:574] : INFO : Epoch 1808 | loss: 0.0311596 | val_loss: 0.0311755 | Time: 2983.65 ms [2022-04-13 12:55:32 main:574] : INFO : Epoch 1809 | loss: 0.0311595 | val_loss: 0.0311744 | Time: 2952.25 ms [2022-04-13 12:55:35 main:574] : INFO : Epoch 1810 | loss: 0.0311599 | val_loss: 0.0311732 | Time: 2959.75 ms [2022-04-13 12:55:38 main:574] : INFO : Epoch 1811 | loss: 0.0311581 | val_loss: 0.031175 | Time: 2964.5 ms [2022-04-13 12:55:41 main:574] : INFO : Epoch 1812 | loss: 0.031159 | val_loss: 0.0311749 | Time: 2995.19 ms [2022-04-13 12:55:44 main:574] : INFO : Epoch 1813 | loss: 0.0311571 | val_loss: 0.0311751 | Time: 2977.78 ms [2022-04-13 12:55:47 main:574] : INFO : Epoch 1814 | loss: 0.0311578 | val_loss: 0.0311727 | Time: 2987.65 ms [2022-04-13 12:55:50 main:574] : INFO : Epoch 1815 | loss: 0.0311582 | val_loss: 0.0311729 | Time: 2969.39 ms [2022-04-13 12:55:53 main:574] : INFO : Epoch 1816 | loss: 0.0311571 | val_loss: 0.0311746 | Time: 2992.36 ms [2022-04-13 12:55:56 main:574] : INFO : Epoch 1817 | loss: 0.0311587 | val_loss: 0.0311757 | Time: 2950.93 ms [2022-04-13 12:55:59 main:574] : INFO : Epoch 1818 | loss: 0.0311593 | val_loss: 0.0311791 | Time: 2993.48 ms [2022-04-13 12:56:02 main:574] : INFO : Epoch 1819 | loss: 0.0311588 | val_loss: 0.031179 | Time: 3030.96 ms [2022-04-13 12:56:05 main:574] : INFO : Epoch 1820 | loss: 0.0311567 | val_loss: 0.0311824 | Time: 2972.62 ms [2022-04-13 12:56:08 main:574] : INFO : Epoch 1821 | loss: 0.0311587 | val_loss: 0.031175 | Time: 2970.58 ms [2022-04-13 12:56:11 main:574] : INFO : Epoch 1822 | loss: 0.0311591 | val_loss: 0.0311733 | Time: 2993.33 ms [2022-04-13 12:56:14 main:574] : INFO : Epoch 1823 | loss: 0.0311572 | val_loss: 0.031175 | Time: 2996.04 ms [2022-04-13 12:56:17 main:574] : INFO : Epoch 1824 | loss: 0.0311564 | val_loss: 0.0311768 | Time: 2971.06 ms [2022-04-13 12:56:20 main:574] : INFO : Epoch 1825 | loss: 0.0311557 | val_loss: 0.0311754 | Time: 2976.03 ms [2022-04-13 12:56:23 main:574] : INFO : Epoch 1826 | loss: 0.031157 | val_loss: 0.0311725 | Time: 3006.51 ms [2022-04-13 12:56:26 main:574] : INFO : Epoch 1827 | loss: 0.0311558 | val_loss: 0.031175 | Time: 2951.37 ms [2022-04-13 12:56:29 main:574] : INFO : Epoch 1828 | loss: 0.031157 | val_loss: 0.0311759 | Time: 2950.34 ms [2022-04-13 12:56:32 main:574] : INFO : Epoch 1829 | loss: 0.0311592 | val_loss: 0.0311792 | Time: 2968.97 ms [2022-04-13 12:56:35 main:574] : INFO : Epoch 1830 | loss: 0.0311632 | val_loss: 0.0311764 | Time: 2955.41 ms [2022-04-13 12:56:38 main:574] : INFO : Epoch 1831 | loss: 0.0311597 | val_loss: 0.0311741 | Time: 2968.82 ms [2022-04-13 12:56:41 main:574] : INFO : Epoch 1832 | loss: 0.0311598 | val_loss: 0.0311748 | Time: 2966.24 ms [2022-04-13 12:56:44 main:574] : INFO : Epoch 1833 | loss: 0.0311586 | val_loss: 0.0311746 | Time: 2973.09 ms [2022-04-13 12:56:47 main:574] : INFO : Epoch 1834 | loss: 0.0311605 | val_loss: 0.0311803 | Time: 2984.41 ms [2022-04-13 12:56:50 main:574] : INFO : Epoch 1835 | loss: 0.0311592 | val_loss: 0.031178 | Time: 3001.97 ms [2022-04-13 12:56:53 main:574] : INFO : Epoch 1836 | loss: 0.0311633 | val_loss: 0.0311788 | Time: 2975.43 ms [2022-04-13 12:56:56 main:574] : INFO : Epoch 1837 | loss: 0.0311617 | val_loss: 0.0311768 | Time: 2974.35 ms [2022-04-13 12:56:59 main:574] : INFO : Epoch 1838 | loss: 0.0311587 | val_loss: 0.0311763 | Time: 2979.06 ms [2022-04-13 12:57:02 main:574] : INFO : Epoch 1839 | loss: 0.0311606 | val_loss: 0.0311779 | Time: 2971.8 ms [2022-04-13 12:57:05 main:574] : INFO : Epoch 1840 | loss: 0.0311593 | val_loss: 0.0311745 | Time: 2953.66 ms [2022-04-13 12:57:08 main:574] : INFO : Epoch 1841 | loss: 0.03116 | val_loss: 0.031177 | Time: 2958.48 ms [2022-04-13 12:57:11 main:574] : INFO : Epoch 1842 | loss: 0.0311586 | val_loss: 0.0311773 | Time: 2963.66 ms [2022-04-13 12:57:14 main:574] : INFO : Epoch 1843 | loss: 0.0311587 | val_loss: 0.031178 | Time: 2989.4 ms [2022-04-13 12:57:17 main:574] : INFO : Epoch 1844 | loss: 0.0311585 | val_loss: 0.0311772 | Time: 3011.6 ms [2022-04-13 12:57:20 main:574] : INFO : Epoch 1845 | loss: 0.0311599 | val_loss: 0.031179 | Time: 2949.33 ms [2022-04-13 12:57:23 main:574] : INFO : Epoch 1846 | loss: 0.0311571 | val_loss: 0.0311745 | Time: 2972.83 ms [2022-04-13 12:57:26 main:574] : INFO : Epoch 1847 | loss: 0.0311577 | val_loss: 0.0311766 | Time: 2959.01 ms [2022-04-13 12:57:29 main:574] : INFO : Epoch 1848 | loss: 0.0311616 | val_loss: 0.0311842 | Time: 2946.81 ms [2022-04-13 12:57:32 main:574] : INFO : Epoch 1849 | loss: 0.0311624 | val_loss: 0.0311763 | Time: 2930.59 ms [2022-04-13 12:57:35 main:574] : INFO : Epoch 1850 | loss: 0.0311589 | val_loss: 0.0311727 | Time: 3027.59 ms [2022-04-13 12:57:38 main:574] : INFO : Epoch 1851 | loss: 0.0311581 | val_loss: 0.0311727 | Time: 2971.7 ms [2022-04-13 12:57:41 main:574] : INFO : Epoch 1852 | loss: 0.0311575 | val_loss: 0.0311731 | Time: 2956.79 ms [2022-04-13 12:57:44 main:574] : INFO : Epoch 1853 | loss: 0.0311599 | val_loss: 0.0311768 | Time: 2993.33 ms [2022-04-13 12:57:47 main:574] : INFO : Epoch 1854 | loss: 0.0311648 | val_loss: 0.0311762 | Time: 2978.19 ms [2022-04-13 12:57:50 main:574] : INFO : Epoch 1855 | loss: 0.0311636 | val_loss: 0.031185 | Time: 2955.12 ms [2022-04-13 12:57:53 main:574] : INFO : Epoch 1856 | loss: 0.0311645 | val_loss: 0.0311767 | Time: 2966.93 ms [2022-04-13 12:57:56 main:574] : INFO : Epoch 1857 | loss: 0.0311613 | val_loss: 0.0311746 | Time: 2962.8 ms [2022-04-13 12:57:59 main:574] : INFO : Epoch 1858 | loss: 0.031161 | val_loss: 0.0311757 | Time: 2954.72 ms [2022-04-13 12:58:02 main:574] : INFO : Epoch 1859 | loss: 0.0311608 | val_loss: 0.0311757 | Time: 2994.33 ms [2022-04-13 12:58:05 main:574] : INFO : Epoch 1860 | loss: 0.0311576 | val_loss: 0.0311749 | Time: 2955.4 ms [2022-04-13 12:58:08 main:574] : INFO : Epoch 1861 | loss: 0.0311591 | val_loss: 0.0311792 | Time: 2977.21 ms [2022-04-13 12:58:11 main:574] : INFO : Epoch 1862 | loss: 0.0311622 | val_loss: 0.0311751 | Time: 2981.41 ms [2022-04-13 12:58:14 main:574] : INFO : Epoch 1863 | loss: 0.0311617 | val_loss: 0.0311757 | Time: 2980.88 ms [2022-04-13 12:58:17 main:574] : INFO : Epoch 1864 | loss: 0.0311666 | val_loss: 0.0311766 | Time: 2985.2 ms [2022-04-13 12:58:20 main:574] : INFO : Epoch 1865 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 2955.58 ms [2022-04-13 12:58:23 main:574] : INFO : Epoch 1866 | loss: 0.0311677 | val_loss: 0.0311778 | Time: 3061.06 ms [2022-04-13 12:58:26 main:574] : INFO : Epoch 1867 | loss: 0.0311648 | val_loss: 0.031176 | Time: 2989.07 ms [2022-04-13 12:58:29 main:574] : INFO : Epoch 1868 | loss: 0.0311635 | val_loss: 0.0311747 | Time: 3027.34 ms [2022-04-13 12:58:32 main:574] : INFO : Epoch 1869 | loss: 0.0311625 | val_loss: 0.0311729 | Time: 2992.77 ms [2022-04-13 12:58:35 main:574] : INFO : Epoch 1870 | loss: 0.0311661 | val_loss: 0.0311741 | Time: 2969.51 ms [2022-04-13 12:58:38 main:574] : INFO : Epoch 1871 | loss: 0.0311673 | val_loss: 0.0311749 | Time: 3007.85 ms [2022-04-13 12:58:41 main:574] : INFO : Epoch 1872 | loss: 0.0311706 | val_loss: 0.0311792 | Time: 2985.21 ms [2022-04-13 12:58:44 main:574] : INFO : Epoch 1873 | loss: 0.031166 | val_loss: 0.031173 | Time: 2982.74 ms [2022-04-13 12:58:47 main:574] : INFO : Epoch 1874 | loss: 0.031164 | val_loss: 0.0311717 | Time: 2985.06 ms [2022-04-13 12:58:50 main:574] : INFO : Epoch 1875 | loss: 0.0311637 | val_loss: 0.0311727 | Time: 2980.4 ms [2022-04-13 12:58:53 main:574] : INFO : Epoch 1876 | loss: 0.0311636 | val_loss: 0.0311718 | Time: 3005.35 ms [2022-04-13 12:58:56 main:574] : INFO : Epoch 1877 | loss: 0.0311639 | val_loss: 0.0311715 | Time: 2991.03 ms [2022-04-13 12:58:59 main:574] : INFO : Epoch 1878 | loss: 0.0311618 | val_loss: 0.0311721 | Time: 2994.93 ms [2022-04-13 12:59:02 main:574] : INFO : Epoch 1879 | loss: 0.0311664 | val_loss: 0.0311729 | Time: 2977.64 ms [2022-04-13 12:59:05 main:574] : INFO : Epoch 1880 | loss: 0.0311648 | val_loss: 0.0311728 | Time: 2981.4 ms [2022-04-13 12:59:08 main:574] : INFO : Epoch 1881 | loss: 0.0311637 | val_loss: 0.0311736 | Time: 3010.29 ms [2022-04-13 12:59:11 main:574] : INFO : Epoch 1882 | loss: 0.0311639 | val_loss: 0.0311787 | Time: 2967.22 ms [2022-04-13 12:59:14 main:574] : INFO : Epoch 1883 | loss: 0.0311659 | val_loss: 0.0311739 | Time: 2963.87 ms [2022-04-13 12:59:17 main:574] : INFO : Epoch 1884 | loss: 0.0311616 | val_loss: 0.0311742 | Time: 3003.53 ms [2022-04-13 12:59:20 main:574] : INFO : Epoch 1885 | loss: 0.0311624 | val_loss: 0.0311725 | Time: 3073.6 ms [2022-04-13 12:59:23 main:574] : INFO : Epoch 1886 | loss: 0.0311609 | val_loss: 0.0311735 | Time: 3185.8 ms [2022-04-13 12:59:26 main:574] : INFO : Epoch 1887 | loss: 0.0311611 | val_loss: 0.0311725 | Time: 3161.18 ms [2022-04-13 12:59:29 main:574] : INFO : Epoch 1888 | loss: 0.0311618 | val_loss: 0.0311714 | Time: 3061.22 ms [2022-04-13 12:59:32 main:574] : INFO : Epoch 1889 | loss: 0.0311604 | val_loss: 0.031171 | Time: 3018.8 ms [2022-04-13 12:59:35 main:574] : INFO : Epoch 1890 | loss: 0.0311606 | val_loss: 0.031172 | Time: 2983.1 ms [2022-04-13 12:59:38 main:574] : INFO : Epoch 1891 | loss: 0.0311632 | val_loss: 0.0311719 | Time: 2964.94 ms [2022-04-13 12:59:41 main:574] : INFO : Epoch 1892 | loss: 0.0311622 | val_loss: 0.0311725 | Time: 2981.79 ms [2022-04-13 12:59:44 main:574] : INFO : Epoch 1893 | loss: 0.0311605 | val_loss: 0.0311731 | Time: 3001.1 ms [2022-04-13 12:59:47 main:574] : INFO : Epoch 1894 | loss: 0.0311629 | val_loss: 0.0311739 | Time: 2982.15 ms [2022-04-13 12:59:50 main:574] : INFO : Epoch 1895 | loss: 0.0311594 | val_loss: 0.0311734 | Time: 3024.77 ms [2022-04-13 12:59:53 main:574] : INFO : Epoch 1896 | loss: 0.0311595 | val_loss: 0.0311821 | Time: 2955.75 ms [2022-04-13 12:59:56 main:574] : INFO : Epoch 1897 | loss: 0.0311625 | val_loss: 0.0311749 | Time: 3052.34 ms [2022-04-13 12:59:59 main:574] : INFO : Epoch 1898 | loss: 0.0311635 | val_loss: 0.0311775 | Time: 3005.27 ms [2022-04-13 13:00:02 main:574] : INFO : Epoch 1899 | loss: 0.0311628 | val_loss: 0.0311761 | Time: 3059.56 ms [2022-04-13 13:00:05 main:574] : INFO : Epoch 1900 | loss: 0.0311614 | val_loss: 0.0311715 | Time: 3050.61 ms [2022-04-13 13:00:08 main:574] : INFO : Epoch 1901 | loss: 0.0311608 | val_loss: 0.0311712 | Time: 2995.22 ms [2022-04-13 13:00:11 main:574] : INFO : Epoch 1902 | loss: 0.0311602 | val_loss: 0.0311723 | Time: 2898.64 ms [2022-04-13 13:00:14 main:574] : INFO : Epoch 1903 | loss: 0.0311602 | val_loss: 0.0311755 | Time: 2938.6 ms [2022-04-13 13:00:17 main:574] : INFO : Epoch 1904 | loss: 0.0311603 | val_loss: 0.0311745 | Time: 2898.55 ms [2022-04-13 13:00:20 main:574] : INFO : Epoch 1905 | loss: 0.0311592 | val_loss: 0.031174 | Time: 3003.55 ms [2022-04-13 13:00:23 main:574] : INFO : Epoch 1906 | loss: 0.0311601 | val_loss: 0.0311753 | Time: 2968.73 ms [2022-04-13 13:00:26 main:574] : INFO : Epoch 1907 | loss: 0.031159 | val_loss: 0.031175 | Time: 3009 ms [2022-04-13 13:00:29 main:574] : INFO : Epoch 1908 | loss: 0.0311582 | val_loss: 0.0311742 | Time: 3018.15 ms [2022-04-13 13:00:32 main:574] : INFO : Epoch 1909 | loss: 0.0311568 | val_loss: 0.0311773 | Time: 3021.31 ms [2022-04-13 13:00:35 main:574] : INFO : Epoch 1910 | loss: 0.0311572 | val_loss: 0.0311769 | Time: 3007.79 ms [2022-04-13 13:00:38 main:574] : INFO : Epoch 1911 | loss: 0.0311577 | val_loss: 0.0311759 | Time: 3113.36 ms [2022-04-13 13:00:42 main:574] : INFO : Epoch 1912 | loss: 0.0311579 | val_loss: 0.0311752 | Time: 3071.76 ms [2022-04-13 13:00:45 main:574] : INFO : Epoch 1913 | loss: 0.0311586 | val_loss: 0.0311745 | Time: 3001.63 ms [2022-04-13 13:00:48 main:574] : INFO : Epoch 1914 | loss: 0.0311588 | val_loss: 0.0311771 | Time: 3001.86 ms [2022-04-13 13:00:51 main:574] : INFO : Epoch 1915 | loss: 0.0311613 | val_loss: 0.0311784 | Time: 2961.48 ms [2022-04-13 13:00:54 main:574] : INFO : Epoch 1916 | loss: 0.0311605 | val_loss: 0.0311804 | Time: 3008.38 ms [2022-04-13 13:00:57 main:574] : INFO : Epoch 1917 | loss: 0.0311609 | val_loss: 0.0311749 | Time: 2990.9 ms [2022-04-13 13:01:00 main:574] : INFO : Epoch 1918 | loss: 0.0311642 | val_loss: 0.0311734 | Time: 2998.23 ms [2022-04-13 13:01:03 main:574] : INFO : Epoch 1919 | loss: 0.0311619 | val_loss: 0.031175 | Time: 3012.27 ms [2022-04-13 13:01:06 main:574] : INFO : Epoch 1920 | loss: 0.031161 | val_loss: 0.0311749 | Time: 2973.14 ms [2022-04-13 13:01:08 main:574] : INFO : Epoch 1921 | loss: 0.0311613 | val_loss: 0.0311761 | Time: 2945.2 ms [2022-04-13 13:01:12 main:574] : INFO : Epoch 1922 | loss: 0.0311621 | val_loss: 0.0311769 | Time: 3019.55 ms [2022-04-13 13:01:14 main:574] : INFO : Epoch 1923 | loss: 0.0311604 | val_loss: 0.0311768 | Time: 2960.81 ms [2022-04-13 13:01:17 main:574] : INFO : Epoch 1924 | loss: 0.0311602 | val_loss: 0.0311747 | Time: 2964.76 ms [2022-04-13 13:01:20 main:574] : INFO : Epoch 1925 | loss: 0.0311636 | val_loss: 0.0311743 | Time: 2985 ms [2022-04-13 13:01:24 main:574] : INFO : Epoch 1926 | loss: 0.0311661 | val_loss: 0.0311761 | Time: 3038.98 ms [2022-04-13 13:01:27 main:574] : INFO : Epoch 1927 | loss: 0.0311628 | val_loss: 0.0311759 | Time: 3057.07 ms [2022-04-13 13:01:30 main:574] : INFO : Epoch 1928 | loss: 0.0311619 | val_loss: 0.0311732 | Time: 3069.47 ms [2022-04-13 13:01:33 main:574] : INFO : Epoch 1929 | loss: 0.0311626 | val_loss: 0.0311745 | Time: 3060.89 ms [2022-04-13 13:01:36 main:574] : INFO : Epoch 1930 | loss: 0.0311625 | val_loss: 0.0311721 | Time: 3044.52 ms [2022-04-13 13:01:39 main:574] : INFO : Epoch 1931 | loss: 0.0311641 | val_loss: 0.0311747 | Time: 3059.25 ms [2022-04-13 13:01:42 main:574] : INFO : Epoch 1932 | loss: 0.0311642 | val_loss: 0.0311788 | Time: 3106.19 ms [2022-04-13 13:01:45 main:574] : INFO : Epoch 1933 | loss: 0.0311629 | val_loss: 0.031176 | Time: 3085.47 ms [2022-04-13 13:01:48 main:574] : INFO : Epoch 1934 | loss: 0.0311627 | val_loss: 0.0311777 | Time: 3036.65 ms [2022-04-13 13:01:51 main:574] : INFO : Epoch 1935 | loss: 0.0311616 | val_loss: 0.0311743 | Time: 2985.59 ms [2022-04-13 13:01:54 main:574] : INFO : Epoch 1936 | loss: 0.0311628 | val_loss: 0.0311732 | Time: 2998.07 ms [2022-04-13 13:01:57 main:574] : INFO : Epoch 1937 | loss: 0.0311611 | val_loss: 0.0311716 | Time: 3019.93 ms [2022-04-13 13:02:00 main:574] : INFO : Epoch 1938 | loss: 0.0311608 | val_loss: 0.0311751 | Time: 3022.12 ms [2022-04-13 13:02:03 main:574] : INFO : Epoch 1939 | loss: 0.0311603 | val_loss: 0.0311733 | Time: 2971.43 ms [2022-04-13 13:02:06 main:574] : INFO : Epoch 1940 | loss: 0.0311669 | val_loss: 0.0311747 | Time: 2989.64 ms [2022-04-13 13:02:09 main:574] : INFO : Epoch 1941 | loss: 0.0311624 | val_loss: 0.0311738 | Time: 2970.43 ms [2022-04-13 13:02:12 main:574] : INFO : Epoch 1942 | loss: 0.0311631 | val_loss: 0.0311765 | Time: 3014.37 ms [2022-04-13 13:02:15 main:574] : INFO : Epoch 1943 | loss: 0.0311662 | val_loss: 0.0311756 | Time: 2980.76 ms [2022-04-13 13:02:18 main:574] : INFO : Epoch 1944 | loss: 0.0311674 | val_loss: 0.0311805 | Time: 3006.93 ms [2022-04-13 13:02:21 main:574] : INFO : Epoch 1945 | loss: 0.0311696 | val_loss: 0.0311797 | Time: 2977.69 ms [2022-04-13 13:02:24 main:574] : INFO : Epoch 1946 | loss: 0.0311683 | val_loss: 0.0311766 | Time: 2986.86 ms [2022-04-13 13:02:27 main:574] : INFO : Epoch 1947 | loss: 0.0311668 | val_loss: 0.0311755 | Time: 2983.95 ms [2022-04-13 13:02:30 main:574] : INFO : Epoch 1948 | loss: 0.0311679 | val_loss: 0.0311761 | Time: 3004.22 ms [2022-04-13 13:02:33 main:574] : INFO : Epoch 1949 | loss: 0.0311668 | val_loss: 0.0311779 | Time: 3003.76 ms [2022-04-13 13:02:36 main:574] : INFO : Epoch 1950 | loss: 0.0311648 | val_loss: 0.0311755 | Time: 2979.5 ms [2022-04-13 13:02:39 main:574] : INFO : Epoch 1951 | loss: 0.0311624 | val_loss: 0.0311767 | Time: 2963.92 ms [2022-04-13 13:02:42 main:574] : INFO : Epoch 1952 | loss: 0.0311629 | val_loss: 0.031177 | Time: 2989.88 ms [2022-04-13 13:02:45 main:574] : INFO : Epoch 1953 | loss: 0.0311627 | val_loss: 0.0311796 | Time: 2989.24 ms [2022-04-13 13:02:48 main:574] : INFO : Epoch 1954 | loss: 0.0311606 | val_loss: 0.0311762 | Time: 3002.61 ms [2022-04-13 13:02:51 main:574] : INFO : Epoch 1955 | loss: 0.0311616 | val_loss: 0.0311801 | Time: 2981.87 ms [2022-04-13 13:02:54 main:574] : INFO : Epoch 1956 | loss: 0.0311621 | val_loss: 0.0311776 | Time: 2982.5 ms [2022-04-13 13:02:57 main:574] : INFO : Epoch 1957 | loss: 0.0311604 | val_loss: 0.031174 | Time: 2973.83 ms [2022-04-13 13:03:00 main:574] : INFO : Epoch 1958 | loss: 0.0311598 | val_loss: 0.0311754 | Time: 3028.44 ms [2022-04-13 13:03:03 main:574] : INFO : Epoch 1959 | loss: 0.0311604 | val_loss: 0.0311748 | Time: 2998.18 ms [2022-04-13 13:03:06 main:574] : INFO : Epoch 1960 | loss: 0.0311606 | val_loss: 0.0311813 | Time: 2966.11 ms [2022-04-13 13:03:09 main:574] : INFO : Epoch 1961 | loss: 0.0311617 | val_loss: 0.0311723 | Time: 2926.73 ms [2022-04-13 13:03:12 main:574] : INFO : Epoch 1962 | loss: 0.0311593 | val_loss: 0.0311749 | Time: 2975.87 ms [2022-04-13 13:03:15 main:574] : INFO : Epoch 1963 | loss: 0.0311611 | val_loss: 0.0311816 | Time: 2948.49 ms [2022-04-13 13:03:18 main:574] : INFO : Epoch 1964 | loss: 0.0311628 | val_loss: 0.0311734 | Time: 2962.52 ms [2022-04-13 13:03:21 main:574] : INFO : Epoch 1965 | loss: 0.0311606 | val_loss: 0.0311741 | Time: 3023.41 ms [2022-04-13 13:03:24 main:574] : INFO : Epoch 1966 | loss: 0.0311592 | val_loss: 0.0311752 | Time: 2970.96 ms [2022-04-13 13:03:27 main:574] : INFO : Epoch 1967 | loss: 0.0311595 | val_loss: 0.0311771 | Time: 3009.21 ms [2022-04-13 13:03:30 main:574] : INFO : Epoch 1968 | loss: 0.0311622 | val_loss: 0.0311776 | Time: 2997.01 ms [2022-04-13 13:03:33 main:574] : INFO : Epoch 1969 | loss: 0.0311594 | val_loss: 0.0311746 | Time: 2993.69 ms [2022-04-13 13:03:36 main:574] : INFO : Epoch 1970 | loss: 0.0311583 | val_loss: 0.0311731 | Time: 2987.95 ms [2022-04-13 13:03:39 main:574] : INFO : Epoch 1971 | loss: 0.0311578 | val_loss: 0.0311749 | Time: 2936.47 ms [2022-04-13 13:03:42 main:574] : INFO : Epoch 1972 | loss: 0.0311571 | val_loss: 0.0311753 | Time: 2990.28 ms [2022-04-13 13:03:45 main:574] : INFO : Epoch 1973 | loss: 0.0311574 | val_loss: 0.0311759 | Time: 2979.49 ms [2022-04-13 13:03:48 main:574] : INFO : Epoch 1974 | loss: 0.0311584 | val_loss: 0.0311731 | Time: 2949.96 ms [2022-04-13 13:03:51 main:574] : INFO : Epoch 1975 | loss: 0.0311606 | val_loss: 0.0311746 | Time: 2935.63 ms [2022-04-13 13:03:54 main:574] : INFO : Epoch 1976 | loss: 0.0311589 | val_loss: 0.0311718 | Time: 2965.93 ms [2022-04-13 13:03:57 main:574] : INFO : Epoch 1977 | loss: 0.0311568 | val_loss: 0.0311774 | Time: 2945.36 ms [2022-04-13 13:04:00 main:574] : INFO : Epoch 1978 | loss: 0.0311589 | val_loss: 0.0311747 | Time: 2984.01 ms [2022-04-13 13:04:03 main:574] : INFO : Epoch 1979 | loss: 0.03116 | val_loss: 0.0311742 | Time: 3017.96 ms [2022-04-13 13:04:06 main:574] : INFO : Epoch 1980 | loss: 0.0311584 | val_loss: 0.0311738 | Time: 3168.04 ms [2022-04-13 13:04:09 main:574] : INFO : Epoch 1981 | loss: 0.0311609 | val_loss: 0.0311751 | Time: 3121.97 ms [2022-04-13 13:04:12 main:574] : INFO : Epoch 1982 | loss: 0.0311586 | val_loss: 0.0311729 | Time: 3157.57 ms [2022-04-13 13:04:15 main:574] : INFO : Epoch 1983 | loss: 0.031158 | val_loss: 0.0311737 | Time: 3177.22 ms [2022-04-13 13:04:19 main:574] : INFO : Epoch 1984 | loss: 0.0311579 | val_loss: 0.0311807 | Time: 3197.31 ms [2022-04-13 13:04:22 main:574] : INFO : Epoch 1985 | loss: 0.0311573 | val_loss: 0.0311709 | Time: 3190.15 ms [2022-04-13 13:04:25 main:574] : INFO : Epoch 1986 | loss: 0.0311562 | val_loss: 0.0311745 | Time: 3163.18 ms [2022-04-13 13:04:39 main:574] : INFO : Epoch 1987 | loss: 0.0311556 | val_loss: 0.0311723 | Time: 13539.2 ms [2022-04-13 13:04:42 main:574] : INFO : Epoch 1988 | loss: 0.031156 | val_loss: 0.0311783 | Time: 3321.11 ms [2022-04-13 13:04:45 main:574] : INFO : Epoch 1989 | loss: 0.0311562 | val_loss: 0.0311749 | Time: 3367.19 ms [2022-04-13 13:04:59 main:574] : INFO : Epoch 1990 | loss: 0.0311544 | val_loss: 0.0311705 | Time: 13266.3 ms [2022-04-13 13:05:04 main:574] : INFO : Epoch 1991 | loss: 0.0311549 | val_loss: 0.0311809 | Time: 5383.59 ms [2022-04-13 13:05:17 main:574] : INFO : Epoch 1992 | loss: 0.0311569 | val_loss: 0.0311744 | Time: 13428.3 ms [2022-04-13 13:05:20 main:574] : INFO : Epoch 1993 | loss: 0.0311563 | val_loss: 0.031174 | Time: 2929.28 ms [2022-04-13 13:05:23 main:574] : INFO : Epoch 1994 | loss: 0.0311545 | val_loss: 0.0311756 | Time: 2914.79 ms [2022-04-13 13:05:26 main:574] : INFO : Epoch 1995 | loss: 0.0311564 | val_loss: 0.0311757 | Time: 2949.54 ms [2022-04-13 13:05:29 main:574] : INFO : Epoch 1996 | loss: 0.0311571 | val_loss: 0.0311784 | Time: 2919.38 ms [2022-04-13 13:05:32 main:574] : INFO : Epoch 1997 | loss: 0.0311598 | val_loss: 0.0311753 | Time: 2931.73 ms [2022-04-13 13:05:35 main:574] : INFO : Epoch 1998 | loss: 0.0311596 | val_loss: 0.0311807 | Time: 2926.2 ms [2022-04-13 13:05:38 main:574] : INFO : Epoch 1999 | loss: 0.0311584 | val_loss: 0.0311722 | Time: 2949.88 ms [2022-04-13 13:05:41 main:574] : INFO : Epoch 2000 | loss: 0.0311559 | val_loss: 0.0311723 | Time: 2928.94 ms [2022-04-13 13:05:44 main:574] : INFO : Epoch 2001 | loss: 0.0311557 | val_loss: 0.0311744 | Time: 2946.19 ms [2022-04-13 13:05:47 main:574] : INFO : Epoch 2002 | loss: 0.0311554 | val_loss: 0.0311735 | Time: 2951.5 ms [2022-04-13 13:05:50 main:574] : INFO : Epoch 2003 | loss: 0.0311553 | val_loss: 0.0311708 | Time: 2938.01 ms [2022-04-13 13:05:53 main:574] : INFO : Epoch 2004 | loss: 0.031156 | val_loss: 0.0311719 | Time: 2955.44 ms [2022-04-13 13:05:56 main:574] : INFO : Epoch 2005 | loss: 0.0311536 | val_loss: 0.0311732 | Time: 2928.22 ms [2022-04-13 13:05:59 main:574] : INFO : Epoch 2006 | loss: 0.031158 | val_loss: 0.0311754 | Time: 2928.86 ms [2022-04-13 13:06:02 main:574] : INFO : Epoch 2007 | loss: 0.0311581 | val_loss: 0.0311741 | Time: 3089.46 ms [2022-04-13 13:06:05 main:574] : INFO : Epoch 2008 | loss: 0.0311578 | val_loss: 0.0311789 | Time: 2948 ms [2022-04-13 13:06:08 main:574] : INFO : Epoch 2009 | loss: 0.0311552 | val_loss: 0.0311736 | Time: 2928.54 ms [2022-04-13 13:06:11 main:574] : INFO : Epoch 2010 | loss: 0.0311541 | val_loss: 0.0311718 | Time: 2928.68 ms [2022-04-13 13:06:14 main:574] : INFO : Epoch 2011 | loss: 0.0311551 | val_loss: 0.0311716 | Time: 2921.19 ms [2022-04-13 13:06:16 main:574] : INFO : Epoch 2012 | loss: 0.0311555 | val_loss: 0.031174 | Time: 2951.72 ms [2022-04-13 13:06:19 main:574] : INFO : Epoch 2013 | loss: 0.0311546 | val_loss: 0.0311719 | Time: 2900.06 ms [2022-04-13 13:06:22 main:574] : INFO : Epoch 2014 | loss: 0.0311557 | val_loss: 0.0311742 | Time: 2941.77 ms [2022-04-13 13:06:25 main:574] : INFO : Epoch 2015 | loss: 0.0311563 | val_loss: 0.0311704 | Time: 2957.63 ms [2022-04-13 13:06:28 main:574] : INFO : Epoch 2016 | loss: 0.0311555 | val_loss: 0.0311777 | Time: 2921.67 ms [2022-04-13 13:06:31 main:574] : INFO : Epoch 2017 | loss: 0.0311599 | val_loss: 0.0311731 | Time: 2948.31 ms [2022-04-13 13:06:34 main:574] : INFO : Epoch 2018 | loss: 0.0311575 | val_loss: 0.0311737 | Time: 2925.37 ms [2022-04-13 13:06:37 main:574] : INFO : Epoch 2019 | loss: 0.0311567 | val_loss: 0.0311758 | Time: 2946.06 ms [2022-04-13 13:06:40 main:574] : INFO : Epoch 2020 | loss: 0.0311579 | val_loss: 0.0311797 | Time: 2915.36 ms [2022-04-13 13:06:43 main:574] : INFO : Epoch 2021 | loss: 0.0311591 | val_loss: 0.0311722 | Time: 2958.24 ms [2022-04-13 13:06:46 main:574] : INFO : Epoch 2022 | loss: 0.0311582 | val_loss: 0.0311725 | Time: 2923.7 ms [2022-04-13 13:06:49 main:574] : INFO : Epoch 2023 | loss: 0.0311555 | val_loss: 0.0311745 | Time: 2937.04 ms [2022-04-13 13:06:52 main:574] : INFO : Epoch 2024 | loss: 0.0311599 | val_loss: 0.031174 | Time: 2942.25 ms [2022-04-13 13:06:55 main:574] : INFO : Epoch 2025 | loss: 0.0311582 | val_loss: 0.0311762 | Time: 2939.26 ms [2022-04-13 13:06:58 main:574] : INFO : Epoch 2026 | loss: 0.0311585 | val_loss: 0.0311766 | Time: 2935.89 ms [2022-04-13 13:07:01 main:574] : INFO : Epoch 2027 | loss: 0.0311592 | val_loss: 0.0311723 | Time: 2959.72 ms [2022-04-13 13:07:04 main:574] : INFO : Epoch 2028 | loss: 0.0311547 | val_loss: 0.0311725 | Time: 3001.25 ms [2022-04-13 13:07:07 main:574] : INFO : Epoch 2029 | loss: 0.0311585 | val_loss: 0.0311762 | Time: 3015.03 ms [2022-04-13 13:07:10 main:574] : INFO : Epoch 2030 | loss: 0.0311575 | val_loss: 0.0311748 | Time: 3006.87 ms [2022-04-13 13:07:13 main:574] : INFO : Epoch 2031 | loss: 0.0311557 | val_loss: 0.0311733 | Time: 3023.5 ms [2022-04-13 13:07:16 main:574] : INFO : Epoch 2032 | loss: 0.0311553 | val_loss: 0.0311743 | Time: 2969.58 ms [2022-04-13 13:07:19 main:574] : INFO : Epoch 2033 | loss: 0.0311547 | val_loss: 0.031173 | Time: 3017.32 ms [2022-04-13 13:07:22 main:574] : INFO : Epoch 2034 | loss: 0.0311557 | val_loss: 0.0311777 | Time: 2985.41 ms [2022-04-13 13:07:25 main:574] : INFO : Epoch 2035 | loss: 0.0311574 | val_loss: 0.0311731 | Time: 2941.77 ms [2022-04-13 13:07:28 main:574] : INFO : Epoch 2036 | loss: 0.0311567 | val_loss: 0.0311788 | Time: 2941.97 ms [2022-04-13 13:07:31 main:574] : INFO : Epoch 2037 | loss: 0.0311553 | val_loss: 0.0311766 | Time: 2932.56 ms [2022-04-13 13:07:34 main:574] : INFO : Epoch 2038 | loss: 0.0311594 | val_loss: 0.0311769 | Time: 2939.7 ms [2022-04-13 13:07:36 main:574] : INFO : Epoch 2039 | loss: 0.0311581 | val_loss: 0.0311742 | Time: 2921.66 ms [2022-04-13 13:07:39 main:574] : INFO : Epoch 2040 | loss: 0.031162 | val_loss: 0.031188 | Time: 2935.28 ms [2022-04-13 13:07:42 main:574] : INFO : Epoch 2041 | loss: 0.0311643 | val_loss: 0.0311774 | Time: 2937.34 ms [2022-04-13 13:07:45 main:574] : INFO : Epoch 2042 | loss: 0.0311721 | val_loss: 0.0311837 | Time: 2950.79 ms [2022-04-13 13:07:48 main:574] : INFO : Epoch 2043 | loss: 0.0311745 | val_loss: 0.0311773 | Time: 2928.39 ms [2022-04-13 13:07:51 main:574] : INFO : Epoch 2044 | loss: 0.0311693 | val_loss: 0.0311778 | Time: 2925.99 ms [2022-04-13 13:07:54 main:574] : INFO : Epoch 2045 | loss: 0.0311697 | val_loss: 0.0311783 | Time: 2950.77 ms [2022-04-13 13:07:57 main:574] : INFO : Epoch 2046 | loss: 0.03117 | val_loss: 0.0311808 | Time: 2952.94 ms [2022-04-13 13:08:00 main:574] : INFO : Epoch 2047 | loss: 0.0311675 | val_loss: 0.0311765 | Time: 2940.98 ms [2022-04-13 13:08:03 main:574] : INFO : Epoch 2048 | loss: 0.0311653 | val_loss: 0.0311781 | Time: 2940.8 ms [2022-04-13 13:08:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311781 [2022-04-13 13:08:03 main:603] : INFO : Saving end state to config to file [2022-04-13 13:08:03 main:608] : INFO : Success, exiting.. 13:08:03 (15496): 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)