Task 14217913
| Name | ParityModified-1647042255-21634-2-0_1 |
| Workunit | 11019747 |
| Created | 2 Apr 2022, 0:00:15 UTC |
| Sent | 2 Apr 2022, 1:38:13 UTC |
| Report deadline | 10 Apr 2022, 1:38:13 UTC |
| Received | 4 Apr 2022, 7:48:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14331 |
| Run time | 1 hours 41 min 58 sec |
| CPU time | 1 hours 36 min 3 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: 0.0311616 | val_loss: 0.0311762 | Time: 2965.11 ms [2022-04-04 00:24:12 main:574] : INFO : Epoch 1543 | loss: 0.0311604 | val_loss: 0.0311685 | Time: 2988.05 ms [2022-04-04 00:24:15 main:574] : INFO : Epoch 1544 | loss: 0.0311615 | val_loss: 0.0311775 | Time: 3003.67 ms [2022-04-04 00:24:18 main:574] : INFO : Epoch 1545 | loss: 0.0311625 | val_loss: 0.0311751 | Time: 2997.71 ms [2022-04-04 00:24:21 main:574] : INFO : Epoch 1546 | loss: 0.0311592 | val_loss: 0.0311696 | Time: 2985.88 ms [2022-04-04 00:24:24 main:574] : INFO : Epoch 1547 | loss: 0.0311588 | val_loss: 0.0311712 | Time: 3039.81 ms [2022-04-04 00:24:27 main:574] : INFO : Epoch 1548 | loss: 0.0311575 | val_loss: 0.0311745 | Time: 2973.21 ms [2022-04-04 00:24:30 main:574] : INFO : Epoch 1549 | loss: 0.0311586 | val_loss: 0.0311689 | Time: 2982.62 ms [2022-04-04 00:24:33 main:574] : INFO : Epoch 1550 | loss: 0.0311572 | val_loss: 0.0311706 | Time: 2984.03 ms [2022-04-04 00:24:36 main:574] : INFO : Epoch 1551 | loss: 0.0311598 | val_loss: 0.0311687 | Time: 2914.44 ms [2022-04-04 00:24:39 main:574] : INFO : Epoch 1552 | loss: 0.031159 | val_loss: 0.0311703 | Time: 2985.71 ms [2022-04-04 00:24:42 main:574] : INFO : Epoch 1553 | loss: 0.0311575 | val_loss: 0.0311697 | Time: 2914.99 ms [2022-04-04 00:24:45 main:574] : INFO : Epoch 1554 | loss: 0.0311577 | val_loss: 0.0311719 | Time: 2979.29 ms [2022-04-04 00:24:48 main:574] : INFO : Epoch 1555 | loss: 0.0311591 | val_loss: 0.0311714 | Time: 2983.52 ms [2022-04-04 00:24:51 main:574] : INFO : Epoch 1556 | loss: 0.0311619 | val_loss: 0.0311702 | Time: 2953.61 ms [2022-04-04 00:24:54 main:574] : INFO : Epoch 1557 | loss: 0.0311611 | val_loss: 0.031176 | Time: 3001.37 ms [2022-04-04 00:24:56 main:574] : INFO : Epoch 1558 | loss: 0.0311617 | val_loss: 0.031181 | Time: 2975.8 ms [2022-04-04 00:24:59 main:574] : INFO : Epoch 1559 | loss: 0.0311648 | val_loss: 0.0311694 | Time: 2953.67 ms [2022-04-04 00:25:02 main:574] : INFO : Epoch 1560 | loss: 0.0311621 | val_loss: 0.0311692 | Time: 2968.79 ms [2022-04-04 00:25:05 main:574] : INFO : Epoch 1561 | loss: 0.0311585 | val_loss: 0.0311688 | Time: 2936.28 ms [2022-04-04 00:25:08 main:574] : INFO : Epoch 1562 | loss: 0.0311603 | val_loss: 0.0311812 | Time: 2948.57 ms [2022-04-04 00:25:11 main:574] : INFO : Epoch 1563 | loss: 0.0311691 | val_loss: 0.0311779 | Time: 2949.45 ms [2022-04-04 00:25:14 main:574] : INFO : Epoch 1564 | loss: 0.031169 | val_loss: 0.0311729 | Time: 2942.79 ms [2022-04-04 00:25:17 main:574] : INFO : Epoch 1565 | loss: 0.0311636 | val_loss: 0.0311745 | Time: 3119.32 ms [2022-04-04 00:25:20 main:574] : INFO : Epoch 1566 | loss: 0.0311607 | val_loss: 0.0311729 | Time: 2988.99 ms [2022-04-04 00:25:23 main:574] : INFO : Epoch 1567 | loss: 0.0311587 | val_loss: 0.0311726 | Time: 2944.42 ms [2022-04-04 00:25:26 main:574] : INFO : Epoch 1568 | loss: 0.0311567 | val_loss: 0.0311731 | Time: 3003.96 ms [2022-04-04 00:25:29 main:574] : INFO : Epoch 1569 | loss: 0.0311567 | val_loss: 0.0311715 | Time: 2945.4 ms [2022-04-04 00:25:32 main:574] : INFO : Epoch 1570 | loss: 0.0311558 | val_loss: 0.031175 | Time: 2985.16 ms [2022-04-04 00:25:35 main:574] : INFO : Epoch 1571 | loss: 0.0311584 | val_loss: 0.0311698 | Time: 3056.85 ms [2022-04-04 00:25:38 main:574] : INFO : Epoch 1572 | loss: 0.0311556 | val_loss: 0.0311694 | Time: 2997.05 ms [2022-04-04 00:25:41 main:574] : INFO : Epoch 1573 | loss: 0.031155 | val_loss: 0.0311757 | Time: 3067.58 ms [2022-04-04 00:25:44 main:574] : INFO : Epoch 1574 | loss: 0.0311552 | val_loss: 0.0311699 | Time: 2971.94 ms [2022-04-04 00:25:47 main:574] : INFO : Epoch 1575 | loss: 0.0311572 | val_loss: 0.0311684 | Time: 2964.19 ms [2022-04-04 00:25:50 main:574] : INFO : Epoch 1576 | loss: 0.0311554 | val_loss: 0.0311748 | Time: 3028.86 ms [2022-04-04 00:25:53 main:574] : INFO : Epoch 1577 | loss: 0.031156 | val_loss: 0.031176 | Time: 2961.79 ms [2022-04-04 00:25:56 main:574] : INFO : Epoch 1578 | loss: 0.0311567 | val_loss: 0.0311774 | Time: 2908.5 ms [2022-04-04 00:25:59 main:574] : INFO : Epoch 1579 | loss: 0.0311542 | val_loss: 0.0311699 | Time: 3058.66 ms [2022-04-04 00:26:02 main:574] : INFO : Epoch 1580 | loss: 0.0311539 | val_loss: 0.0311701 | Time: 2983.44 ms [2022-04-04 00:26:05 main:574] : INFO : Epoch 1581 | loss: 0.0311543 | val_loss: 0.0311735 | Time: 2975.2 ms [2022-04-04 00:26:08 main:574] : INFO : Epoch 1582 | loss: 0.0311535 | val_loss: 0.031172 | Time: 3063.06 ms [2022-04-04 00:26:11 main:574] : INFO : Epoch 1583 | loss: 0.0311548 | val_loss: 0.0311717 | Time: 2942.25 ms [2022-04-04 00:26:14 main:574] : INFO : Epoch 1584 | loss: 0.0311587 | val_loss: 0.0311763 | Time: 2852.85 ms [2022-04-04 00:26:17 main:574] : INFO : Epoch 1585 | loss: 0.0311593 | val_loss: 0.031169 | Time: 3010.09 ms [2022-04-04 00:26:20 main:574] : INFO : Epoch 1586 | loss: 0.0311592 | val_loss: 0.0311724 | Time: 3040.16 ms [2022-04-04 00:26:23 main:574] : INFO : Epoch 1587 | loss: 0.031162 | val_loss: 0.0311797 | Time: 3007.96 ms [2022-04-04 00:26:26 main:574] : INFO : Epoch 1588 | loss: 0.031156 | val_loss: 0.0311687 | Time: 2929.84 ms [2022-04-04 00:26:29 main:574] : INFO : Epoch 1589 | loss: 0.0311552 | val_loss: 0.0311704 | Time: 2930.04 ms [2022-04-04 00:26:32 main:574] : INFO : Epoch 1590 | loss: 0.0311557 | val_loss: 0.0311739 | Time: 3056.13 ms [2022-04-04 00:26:35 main:574] : INFO : Epoch 1591 | loss: 0.0311545 | val_loss: 0.0311728 | Time: 2986.75 ms [2022-04-04 00:26:38 main:574] : INFO : Epoch 1592 | loss: 0.0311556 | val_loss: 0.0311719 | Time: 2865.59 ms [2022-04-04 00:26:41 main:574] : INFO : Epoch 1593 | loss: 0.0311586 | val_loss: 0.0311762 | Time: 2981.83 ms [2022-04-04 00:26:44 main:574] : INFO : Epoch 1594 | loss: 0.0311586 | val_loss: 0.0311703 | Time: 2939.9 ms [2022-04-04 00:26:47 main:574] : INFO : Epoch 1595 | loss: 0.0311578 | val_loss: 0.0311759 | Time: 2995.39 ms [2022-04-04 00:26:50 main:574] : INFO : Epoch 1596 | loss: 0.0311571 | val_loss: 0.0311733 | Time: 3010.87 ms [2022-04-04 00:26:53 main:574] : INFO : Epoch 1597 | loss: 0.0311578 | val_loss: 0.0311796 | Time: 2982.4 ms [2022-04-04 00:26:56 main:574] : INFO : Epoch 1598 | loss: 0.0311582 | val_loss: 0.0311717 | Time: 2919.97 ms [2022-04-04 00:26:59 main:574] : INFO : Epoch 1599 | loss: 0.0311538 | val_loss: 0.0311704 | Time: 2904.69 ms [2022-04-04 00:27:02 main:574] : INFO : Epoch 1600 | loss: 0.0311538 | val_loss: 0.0311734 | Time: 3019.87 ms [2022-04-04 00:27:05 main:574] : INFO : Epoch 1601 | loss: 0.0311588 | val_loss: 0.0311733 | Time: 3104.1 ms [2022-04-04 00:27:08 main:574] : INFO : Epoch 1602 | loss: 0.0311603 | val_loss: 0.0311737 | Time: 3003.46 ms [2022-04-04 00:27:11 main:574] : INFO : Epoch 1603 | loss: 0.031157 | val_loss: 0.0311717 | Time: 2999.46 ms [2022-04-04 00:27:14 main:574] : INFO : Epoch 1604 | loss: 0.0311567 | val_loss: 0.0311717 | Time: 2969.82 ms [2022-04-04 00:27:17 main:574] : INFO : Epoch 1605 | loss: 0.031155 | val_loss: 0.0311696 | Time: 2968.38 ms [2022-04-04 00:27:20 main:574] : INFO : Epoch 1606 | loss: 0.0311537 | val_loss: 0.0311705 | Time: 2999.39 ms [2022-04-04 00:27:23 main:574] : INFO : Epoch 1607 | loss: 0.0311531 | val_loss: 0.0311742 | Time: 2938.27 ms [2022-04-04 00:27:26 main:574] : INFO : Epoch 1608 | loss: 0.0311527 | val_loss: 0.0311701 | Time: 2974.56 ms [2022-04-04 00:27:29 main:574] : INFO : Epoch 1609 | loss: 0.031152 | val_loss: 0.0311699 | Time: 3019 ms [2022-04-04 00:27:32 main:574] : INFO : Epoch 1610 | loss: 0.0311518 | val_loss: 0.0311706 | Time: 3000.42 ms [2022-04-04 00:27:35 main:574] : INFO : Epoch 1611 | loss: 0.0311536 | val_loss: 0.0311729 | Time: 2966.48 ms [2022-04-04 00:27:38 main:574] : INFO : Epoch 1612 | loss: 0.0311623 | val_loss: 0.0311731 | Time: 2981.63 ms [2022-04-04 00:27:41 main:574] : INFO : Epoch 1613 | loss: 0.0311611 | val_loss: 0.0311741 | Time: 3001.63 ms [2022-04-04 00:27:44 main:574] : INFO : Epoch 1614 | loss: 0.0311575 | val_loss: 0.0311752 | Time: 2987.35 ms [2022-04-04 00:27:47 main:574] : INFO : Epoch 1615 | loss: 0.0311556 | val_loss: 0.0311695 | Time: 2974.81 ms [2022-04-04 00:27:50 main:574] : INFO : Epoch 1616 | loss: 0.0311571 | val_loss: 0.031169 | Time: 2926.52 ms [2022-04-04 00:27:53 main:574] : INFO : Epoch 1617 | loss: 0.0311543 | val_loss: 0.0311777 | Time: 3009.67 ms [2022-04-04 00:27:56 main:574] : INFO : Epoch 1618 | loss: 0.0311548 | val_loss: 0.0311752 | Time: 3007.62 ms [2022-04-04 00:27:59 main:574] : INFO : Epoch 1619 | loss: 0.0311576 | val_loss: 0.0311713 | Time: 2980.85 ms [2022-04-04 00:28:02 main:574] : INFO : Epoch 1620 | loss: 0.0311541 | val_loss: 0.0311756 | Time: 3000.28 ms [2022-04-04 00:28:05 main:574] : INFO : Epoch 1621 | loss: 0.0311524 | val_loss: 0.0311734 | Time: 3020.84 ms [2022-04-04 00:28:08 main:574] : INFO : Epoch 1622 | loss: 0.0311524 | val_loss: 0.0311717 | Time: 2933.45 ms [2022-04-04 00:28:11 main:574] : INFO : Epoch 1623 | loss: 0.0311502 | val_loss: 0.0311754 | Time: 2986.91 ms [2022-04-04 00:28:14 main:574] : INFO : Epoch 1624 | loss: 0.0311564 | val_loss: 0.0311706 | Time: 3013.34 ms [2022-04-04 00:28:17 main:574] : INFO : Epoch 1625 | loss: 0.0311537 | val_loss: 0.0311729 | Time: 2948.01 ms [2022-04-04 00:28:19 main:574] : INFO : Epoch 1626 | loss: 0.0311544 | val_loss: 0.0311742 | Time: 2920.48 ms [2022-04-04 00:28:22 main:574] : INFO : Epoch 1627 | loss: 0.0311541 | val_loss: 0.0311713 | Time: 2944.75 ms [2022-04-04 00:28:25 main:574] : INFO : Epoch 1628 | loss: 0.0311532 | val_loss: 0.0311727 | Time: 2914.32 ms [2022-04-04 00:28:28 main:574] : INFO : Epoch 1629 | loss: 0.0311533 | val_loss: 0.0311755 | Time: 2994.98 ms [2022-04-04 00:28:31 main:574] : INFO : Epoch 1630 | loss: 0.0311517 | val_loss: 0.031171 | Time: 2981.13 ms [2022-04-04 00:28:34 main:574] : INFO : Epoch 1631 | loss: 0.0311505 | val_loss: 0.0311691 | Time: 3074.76 ms [2022-04-04 00:28:37 main:574] : INFO : Epoch 1632 | loss: 0.0311511 | val_loss: 0.031171 | Time: 2942.79 ms [2022-04-04 00:28:40 main:574] : INFO : Epoch 1633 | loss: 0.0311514 | val_loss: 0.0311705 | Time: 3038.32 ms [2022-04-04 00:28:43 main:574] : INFO : Epoch 1634 | loss: 0.0311529 | val_loss: 0.0311771 | Time: 3001.96 ms [2022-04-04 00:28:46 main:574] : INFO : Epoch 1635 | loss: 0.0311515 | val_loss: 0.031177 | Time: 2961.1 ms [2022-04-04 00:28:49 main:574] : INFO : Epoch 1636 | loss: 0.0311554 | val_loss: 0.031172 | Time: 3020.58 ms [2022-04-04 00:28:52 main:574] : INFO : Epoch 1637 | loss: 0.0311506 | val_loss: 0.0311713 | Time: 2933.16 ms [2022-04-04 00:28:55 main:574] : INFO : Epoch 1638 | loss: 0.0311489 | val_loss: 0.0311713 | Time: 2906.64 ms [2022-04-04 00:28:58 main:574] : INFO : Epoch 1639 | loss: 0.0311517 | val_loss: 0.0311789 | Time: 3038.53 ms [2022-04-04 00:29:01 main:574] : INFO : Epoch 1640 | loss: 0.0311585 | val_loss: 0.0311754 | Time: 2931.11 ms [2022-04-04 00:29:04 main:574] : INFO : Epoch 1641 | loss: 0.0311544 | val_loss: 0.0311828 | Time: 2967.38 ms [2022-04-04 00:29:07 main:574] : INFO : Epoch 1642 | loss: 0.0311557 | val_loss: 0.0311749 | Time: 2993.83 ms [2022-04-04 00:29:10 main:574] : INFO : Epoch 1643 | loss: 0.0311524 | val_loss: 0.0311785 | Time: 2979.63 ms [2022-04-04 00:29:13 main:574] : INFO : Epoch 1644 | loss: 0.0311534 | val_loss: 0.0311711 | Time: 3020.38 ms [2022-04-04 00:29:16 main:574] : INFO : Epoch 1645 | loss: 0.0311538 | val_loss: 0.031173 | Time: 2883.48 ms [2022-04-04 00:29:19 main:574] : INFO : Epoch 1646 | loss: 0.031149 | val_loss: 0.0311736 | Time: 2928.59 ms [2022-04-04 00:29:22 main:574] : INFO : Epoch 1647 | loss: 0.0311498 | val_loss: 0.031173 | Time: 2958.25 ms [2022-04-04 00:29:25 main:574] : INFO : Epoch 1648 | loss: 0.0311505 | val_loss: 0.0311737 | Time: 3010.52 ms [2022-04-04 00:29:28 main:574] : INFO : Epoch 1649 | loss: 0.0311487 | val_loss: 0.0311756 | Time: 2911.98 ms [2022-04-04 00:29:31 main:574] : INFO : Epoch 1650 | loss: 0.0311502 | val_loss: 0.0311741 | Time: 2950.83 ms [2022-04-04 00:29:34 main:574] : INFO : Epoch 1651 | loss: 0.0311488 | val_loss: 0.0311745 | Time: 2962.89 ms [2022-04-04 00:29:37 main:574] : INFO : Epoch 1652 | loss: 0.0311479 | val_loss: 0.0311719 | Time: 2970.58 ms [2022-04-04 00:29:40 main:574] : INFO : Epoch 1653 | loss: 0.0311489 | val_loss: 0.0311786 | Time: 2897.4 ms [2022-04-04 00:29:43 main:574] : INFO : Epoch 1654 | loss: 0.0311515 | val_loss: 0.0311747 | Time: 2992.21 ms [2022-04-04 00:29:46 main:574] : INFO : Epoch 1655 | loss: 0.0311483 | val_loss: 0.0311774 | Time: 2938.81 ms [2022-04-04 00:29:49 main:574] : INFO : Epoch 1656 | loss: 0.0311661 | val_loss: 0.031173 | Time: 3017.44 ms [2022-04-04 00:29:52 main:574] : INFO : Epoch 1657 | loss: 0.0311705 | val_loss: 0.0311848 | Time: 2999.53 ms [2022-04-04 00:29:55 main:574] : INFO : Epoch 1658 | loss: 0.0311697 | val_loss: 0.0311802 | Time: 2960.83 ms [2022-04-04 00:29:58 main:574] : INFO : Epoch 1659 | loss: 0.0311662 | val_loss: 0.0311717 | Time: 2950.06 ms [2022-04-04 00:30:00 main:574] : INFO : Epoch 1660 | loss: 0.0311623 | val_loss: 0.0311699 | Time: 2985.59 ms [2022-04-04 00:30:03 main:574] : INFO : Epoch 1661 | loss: 0.0311644 | val_loss: 0.0311726 | Time: 2993.11 ms [2022-04-04 00:30:06 main:574] : INFO : Epoch 1662 | loss: 0.0311643 | val_loss: 0.0311702 | Time: 2941.46 ms [2022-04-04 00:30:09 main:574] : INFO : Epoch 1663 | loss: 0.0311631 | val_loss: 0.0311712 | Time: 3001 ms [2022-04-04 00:30:12 main:574] : INFO : Epoch 1664 | loss: 0.0311613 | val_loss: 0.0311705 | Time: 2975.75 ms [2022-04-04 00:30:15 main:574] : INFO : Epoch 1665 | loss: 0.0311606 | val_loss: 0.0311715 | Time: 2940.09 ms [2022-04-04 00:30:18 main:574] : INFO : Epoch 1666 | loss: 0.0311587 | val_loss: 0.0311715 | Time: 2949.8 ms [2022-04-04 00:30:21 main:574] : INFO : Epoch 1667 | loss: 0.0311562 | val_loss: 0.0311753 | Time: 2985 ms [2022-04-04 00:30:24 main:574] : INFO : Epoch 1668 | loss: 0.0311558 | val_loss: 0.0311709 | Time: 3013 ms [2022-04-04 00:30:27 main:574] : INFO : Epoch 1669 | loss: 0.0311539 | val_loss: 0.0311709 | Time: 2946.04 ms [2022-04-04 00:30:30 main:574] : INFO : Epoch 1670 | loss: 0.0311541 | val_loss: 0.031174 | Time: 2994.86 ms [2022-04-04 00:30:33 main:574] : INFO : Epoch 1671 | loss: 0.0311557 | val_loss: 0.031173 | Time: 2919.96 ms [2022-04-04 00:30:36 main:574] : INFO : Epoch 1672 | loss: 0.0311543 | val_loss: 0.0311752 | Time: 2968.17 ms [2022-04-04 00:30:39 main:574] : INFO : Epoch 1673 | loss: 0.031157 | val_loss: 0.0311788 | Time: 2920.29 ms [2022-04-04 00:30:42 main:574] : INFO : Epoch 1674 | loss: 0.0311546 | val_loss: 0.0311739 | Time: 2971.8 ms [2022-04-04 00:30:45 main:574] : INFO : Epoch 1675 | loss: 0.0311532 | val_loss: 0.0311723 | Time: 2946.81 ms [2022-04-04 00:30:48 main:574] : INFO : Epoch 1676 | loss: 0.0311553 | val_loss: 0.0311716 | Time: 2987.46 ms [2022-04-04 00:30:51 main:574] : INFO : Epoch 1677 | loss: 0.0311555 | val_loss: 0.0311725 | Time: 3007.13 ms [2022-04-04 00:30:54 main:574] : INFO : Epoch 1678 | loss: 0.0311544 | val_loss: 0.0311726 | Time: 3010.25 ms [2022-04-04 00:30:57 main:574] : INFO : Epoch 1679 | loss: 0.0311546 | val_loss: 0.0311752 | Time: 2966.64 ms [2022-04-04 00:31:00 main:574] : INFO : Epoch 1680 | loss: 0.0311533 | val_loss: 0.0311726 | Time: 3053.52 ms [2022-04-04 00:31:03 main:574] : INFO : Epoch 1681 | loss: 0.0311539 | val_loss: 0.0311724 | Time: 3213.13 ms [2022-04-04 00:31:06 main:574] : INFO : Epoch 1682 | loss: 0.0311531 | val_loss: 0.0311788 | Time: 3128.61 ms [2022-04-04 00:31:10 main:574] : INFO : Epoch 1683 | loss: 0.0311607 | val_loss: 0.0311759 | Time: 3116.86 ms [2022-04-04 00:31:13 main:574] : INFO : Epoch 1684 | loss: 0.031159 | val_loss: 0.0311744 | Time: 3038.12 ms [2022-04-04 00:31:16 main:574] : INFO : Epoch 1685 | loss: 0.0311559 | val_loss: 0.0311765 | Time: 3408.5 ms [2022-04-04 00:31:19 main:574] : INFO : Epoch 1686 | loss: 0.0311541 | val_loss: 0.0311791 | Time: 3117.69 ms [2022-04-04 00:31:23 main:574] : INFO : Epoch 1687 | loss: 0.0311514 | val_loss: 0.031181 | Time: 3592.5 ms [2022-04-04 00:31:26 main:574] : INFO : Epoch 1688 | loss: 0.0311514 | val_loss: 0.0311754 | Time: 3281.93 ms [2022-04-04 00:31:29 main:574] : INFO : Epoch 1689 | loss: 0.0311512 | val_loss: 0.0311754 | Time: 3128.82 ms [2022-04-04 00:31:32 main:574] : INFO : Epoch 1690 | loss: 0.031152 | val_loss: 0.0311813 | Time: 3073.09 ms [2022-04-04 00:31:35 main:574] : INFO : Epoch 1691 | loss: 0.031166 | val_loss: 0.0311795 | Time: 3009.69 ms [2022-04-04 00:31:38 main:574] : INFO : Epoch 1692 | loss: 0.031165 | val_loss: 0.0311746 | Time: 3020.94 ms [2022-04-04 00:31:41 main:574] : INFO : Epoch 1693 | loss: 0.0311584 | val_loss: 0.0311706 | Time: 2970.16 ms [2022-04-04 00:31:44 main:574] : INFO : Epoch 1694 | loss: 0.0311546 | val_loss: 0.031173 | Time: 2911.12 ms [2022-04-04 00:31:47 main:574] : INFO : Epoch 1695 | loss: 0.0311552 | val_loss: 0.0311699 | Time: 2987.42 ms [2022-04-04 00:31:50 main:574] : INFO : Epoch 1696 | loss: 0.0311542 | val_loss: 0.0311687 | Time: 2959.57 ms [2022-04-04 00:31:53 main:574] : INFO : Epoch 1697 | loss: 0.0311546 | val_loss: 0.0311725 | Time: 2948.71 ms [2022-04-04 00:31:56 main:574] : INFO : Epoch 1698 | loss: 0.0311518 | val_loss: 0.0311727 | Time: 2993.24 ms [2022-04-04 00:31:59 main:574] : INFO : Epoch 1699 | loss: 0.0311531 | val_loss: 0.0311726 | Time: 2957.91 ms [2022-04-04 00:32:02 main:574] : INFO : Epoch 1700 | loss: 0.0311519 | val_loss: 0.0311685 | Time: 2958.02 ms [2022-04-04 00:32:05 main:574] : INFO : Epoch 1701 | loss: 0.0311522 | val_loss: 0.0311719 | Time: 3000.56 ms [2022-04-04 00:32:08 main:574] : INFO : Epoch 1702 | loss: 0.0311515 | val_loss: 0.0311768 | Time: 2905.74 ms [2022-04-04 00:32:11 main:574] : INFO : Epoch 1703 | loss: 0.0311516 | val_loss: 0.0311702 | Time: 2974.56 ms [2022-04-04 00:32:14 main:574] : INFO : Epoch 1704 | loss: 0.0311499 | val_loss: 0.0311736 | Time: 2967.64 ms [2022-04-04 00:32:17 main:574] : INFO : Epoch 1705 | loss: 0.0311533 | val_loss: 0.0311735 | Time: 2982.5 ms [2022-04-04 00:32:20 main:574] : INFO : Epoch 1706 | loss: 0.0311525 | val_loss: 0.0311722 | Time: 2981.71 ms [2022-04-04 00:32:23 main:574] : INFO : Epoch 1707 | loss: 0.0311516 | val_loss: 0.031171 | Time: 2937.27 ms [2022-04-04 00:32:26 main:574] : INFO : Epoch 1708 | loss: 0.0311504 | val_loss: 0.0311717 | Time: 2944.84 ms [2022-04-04 00:32:29 main:574] : INFO : Epoch 1709 | loss: 0.0311499 | val_loss: 0.0311793 | Time: 3031.42 ms [2022-04-04 00:32:32 main:574] : INFO : Epoch 1710 | loss: 0.0311497 | val_loss: 0.0311718 | Time: 2963.21 ms [2022-04-04 00:32:35 main:574] : INFO : Epoch 1711 | loss: 0.0311482 | val_loss: 0.0311707 | Time: 3049.85 ms [2022-04-04 00:32:38 main:574] : INFO : Epoch 1712 | loss: 0.0311504 | val_loss: 0.031172 | Time: 2954.61 ms [2022-04-04 00:32:41 main:574] : INFO : Epoch 1713 | loss: 0.0311511 | val_loss: 0.0311751 | Time: 3016.35 ms [2022-04-04 00:32:44 main:574] : INFO : Epoch 1714 | loss: 0.0311574 | val_loss: 0.0311718 | Time: 3077.18 ms [2022-04-04 00:32:47 main:574] : INFO : Epoch 1715 | loss: 0.0311569 | val_loss: 0.0311688 | Time: 2973.42 ms [2022-04-04 00:32:50 main:574] : INFO : Epoch 1716 | loss: 0.0311525 | val_loss: 0.0311716 | Time: 2944.19 ms [2022-04-04 00:32:53 main:574] : INFO : Epoch 1717 | loss: 0.03115 | val_loss: 0.0311701 | Time: 3028.06 ms [2022-04-04 00:32:56 main:574] : INFO : Epoch 1718 | loss: 0.0311501 | val_loss: 0.0311725 | Time: 3039.09 ms [2022-04-04 00:32:59 main:574] : INFO : Epoch 1719 | loss: 0.0311498 | val_loss: 0.031174 | Time: 2958.37 ms [2022-04-04 00:33:02 main:574] : INFO : Epoch 1720 | loss: 0.0311494 | val_loss: 0.0311765 | Time: 2972.62 ms [2022-04-04 00:33:05 main:574] : INFO : Epoch 1721 | loss: 0.0311505 | val_loss: 0.0311761 | Time: 3018.23 ms [2022-04-04 00:33:08 main:574] : INFO : Epoch 1722 | loss: 0.03115 | val_loss: 0.0311774 | Time: 2946.76 ms [2022-04-04 00:33:11 main:574] : INFO : Epoch 1723 | loss: 0.0311504 | val_loss: 0.0311753 | Time: 2889.8 ms [2022-04-04 00:33:13 main:574] : INFO : Epoch 1724 | loss: 0.0311521 | val_loss: 0.0311741 | Time: 2822.19 ms [2022-04-04 00:33:16 main:574] : INFO : Epoch 1725 | loss: 0.0311515 | val_loss: 0.0311721 | Time: 2812.92 ms [2022-04-04 00:33:19 main:574] : INFO : Epoch 1726 | loss: 0.0311531 | val_loss: 0.0311713 | Time: 2838.75 ms [2022-04-04 00:33:22 main:574] : INFO : Epoch 1727 | loss: 0.0311515 | val_loss: 0.031176 | Time: 2776.85 ms [2022-04-04 00:33:25 main:574] : INFO : Epoch 1728 | loss: 0.0311496 | val_loss: 0.0311706 | Time: 2866.23 ms [2022-04-04 00:33:28 main:574] : INFO : Epoch 1729 | loss: 0.0311491 | val_loss: 0.0311745 | Time: 2895.86 ms [2022-04-04 00:33:30 main:574] : INFO : Epoch 1730 | loss: 0.0311502 | val_loss: 0.0311719 | Time: 2783.64 ms [2022-04-04 00:33:33 main:574] : INFO : Epoch 1731 | loss: 0.0311503 | val_loss: 0.0311712 | Time: 2874.19 ms [2022-04-04 00:33:36 main:574] : INFO : Epoch 1732 | loss: 0.0311533 | val_loss: 0.0311791 | Time: 2753.04 ms [2022-04-04 00:33:39 main:574] : INFO : Epoch 1733 | loss: 0.0311499 | val_loss: 0.0311704 | Time: 2812.27 ms [2022-04-04 00:33:42 main:574] : INFO : Epoch 1734 | loss: 0.0311496 | val_loss: 0.0311761 | Time: 2873.98 ms [2022-04-04 00:33:45 main:574] : INFO : Epoch 1735 | loss: 0.0311513 | val_loss: 0.0311707 | Time: 2831.71 ms [2022-04-04 00:33:47 main:574] : INFO : Epoch 1736 | loss: 0.0311511 | val_loss: 0.0311712 | Time: 2798.48 ms [2022-04-04 00:33:50 main:574] : INFO : Epoch 1737 | loss: 0.0311478 | val_loss: 0.0311701 | Time: 2855.33 ms [2022-04-04 00:33:53 main:574] : INFO : Epoch 1738 | loss: 0.0311505 | val_loss: 0.0311798 | Time: 2812.93 ms [2022-04-04 00:33:56 main:574] : INFO : Epoch 1739 | loss: 0.0311587 | val_loss: 0.0311776 | Time: 2815.32 ms [2022-04-04 00:33:59 main:574] : INFO : Epoch 1740 | loss: 0.031165 | val_loss: 0.0311823 | Time: 2830.61 ms [2022-04-04 00:34:02 main:574] : INFO : Epoch 1741 | loss: 0.0311588 | val_loss: 0.0311715 | Time: 2811.29 ms [2022-04-04 00:34:04 main:574] : INFO : Epoch 1742 | loss: 0.0311524 | val_loss: 0.0311703 | Time: 2818.52 ms [2022-04-04 00:34:07 main:574] : INFO : Epoch 1743 | loss: 0.0311529 | val_loss: 0.0311724 | Time: 2838.38 ms [2022-04-04 00:34:10 main:574] : INFO : Epoch 1744 | loss: 0.031153 | val_loss: 0.0311759 | Time: 2784.96 ms [2022-04-04 00:34:13 main:574] : INFO : Epoch 1745 | loss: 0.0311549 | val_loss: 0.031173 | Time: 2852.29 ms [2022-04-04 00:34:16 main:574] : INFO : Epoch 1746 | loss: 0.031153 | val_loss: 0.0311754 | Time: 2801.56 ms [2022-04-04 00:34:18 main:574] : INFO : Epoch 1747 | loss: 0.0311537 | val_loss: 0.0311695 | Time: 2796.4 ms [2022-04-04 00:34:21 main:574] : INFO : Epoch 1748 | loss: 0.0311488 | val_loss: 0.0311687 | Time: 2807.78 ms [2022-04-04 00:34:24 main:574] : INFO : Epoch 1749 | loss: 0.0311491 | val_loss: 0.03117 | Time: 2848.73 ms [2022-04-04 00:34:27 main:574] : INFO : Epoch 1750 | loss: 0.0311525 | val_loss: 0.0311723 | Time: 2782.62 ms [2022-04-04 00:34:30 main:574] : INFO : Epoch 1751 | loss: 0.0311523 | val_loss: 0.0311708 | Time: 2873.81 ms [2022-04-04 00:34:33 main:574] : INFO : Epoch 1752 | loss: 0.0311506 | val_loss: 0.0311683 | Time: 2784.89 ms [2022-04-04 00:34:35 main:574] : INFO : Epoch 1753 | loss: 0.0311493 | val_loss: 0.0311716 | Time: 2818.11 ms [2022-04-04 00:34:38 main:574] : INFO : Epoch 1754 | loss: 0.031152 | val_loss: 0.0311829 | Time: 2840.23 ms [2022-04-04 00:34:41 main:574] : INFO : Epoch 1755 | loss: 0.0311511 | val_loss: 0.0311748 | Time: 2797.17 ms [2022-04-04 00:34:44 main:574] : INFO : Epoch 1756 | loss: 0.0311473 | val_loss: 0.0311712 | Time: 2805.9 ms [2022-04-04 00:34:47 main:574] : INFO : Epoch 1757 | loss: 0.0311455 | val_loss: 0.0311712 | Time: 2803.56 ms [2022-04-04 00:34:49 main:574] : INFO : Epoch 1758 | loss: 0.0311483 | val_loss: 0.0311728 | Time: 2765.34 ms [2022-04-04 00:34:52 main:574] : INFO : Epoch 1759 | loss: 0.0311487 | val_loss: 0.0311728 | Time: 2838.93 ms [2022-04-04 00:34:55 main:574] : INFO : Epoch 1760 | loss: 0.0311475 | val_loss: 0.0311724 | Time: 2882.31 ms [2022-04-04 00:34:58 main:574] : INFO : Epoch 1761 | loss: 0.0311489 | val_loss: 0.0311757 | Time: 2784.72 ms [2022-04-04 00:35:01 main:574] : INFO : Epoch 1762 | loss: 0.0311462 | val_loss: 0.0311702 | Time: 2785.07 ms [2022-04-04 00:35:04 main:574] : INFO : Epoch 1763 | loss: 0.0311449 | val_loss: 0.0311738 | Time: 2838.84 ms [2022-04-04 00:35:06 main:574] : INFO : Epoch 1764 | loss: 0.0311467 | val_loss: 0.0311731 | Time: 2817.56 ms [2022-04-04 00:35:09 main:574] : INFO : Epoch 1765 | loss: 0.0311458 | val_loss: 0.0311741 | Time: 2880.54 ms [2022-04-04 00:35:12 main:574] : INFO : Epoch 1766 | loss: 0.0311473 | val_loss: 0.0311733 | Time: 2798.77 ms [2022-04-04 00:35:15 main:574] : INFO : Epoch 1767 | loss: 0.0311475 | val_loss: 0.0311766 | Time: 2794.01 ms [2022-04-04 00:35:18 main:574] : INFO : Epoch 1768 | loss: 0.0311464 | val_loss: 0.0311724 | Time: 2793.61 ms [2022-04-04 00:35:20 main:574] : INFO : Epoch 1769 | loss: 0.0311459 | val_loss: 0.0311743 | Time: 2797.89 ms [2022-04-04 00:35:23 main:574] : INFO : Epoch 1770 | loss: 0.0311466 | val_loss: 0.0311705 | Time: 2826.11 ms [2022-04-04 00:35:26 main:574] : INFO : Epoch 1771 | loss: 0.0311445 | val_loss: 0.0311795 | Time: 2796.31 ms [2022-04-04 00:35:29 main:574] : INFO : Epoch 1772 | loss: 0.0311461 | val_loss: 0.0311753 | Time: 2820.71 ms [2022-04-04 00:35:32 main:574] : INFO : Epoch 1773 | loss: 0.0311468 | val_loss: 0.0311758 | Time: 2833.89 ms [2022-04-04 00:35:35 main:574] : INFO : Epoch 1774 | loss: 0.0311566 | val_loss: 0.0311767 | Time: 2832 ms [2022-04-04 00:35:37 main:574] : INFO : Epoch 1775 | loss: 0.031153 | val_loss: 0.0311739 | Time: 2786.78 ms [2022-04-04 00:35:40 main:574] : INFO : Epoch 1776 | loss: 0.0311498 | val_loss: 0.0311734 | Time: 2785.21 ms [2022-04-04 00:35:43 main:574] : INFO : Epoch 1777 | loss: 0.0311461 | val_loss: 0.0311732 | Time: 2795.73 ms [2022-04-04 00:35:46 main:574] : INFO : Epoch 1778 | loss: 0.0311498 | val_loss: 0.0311758 | Time: 2799.18 ms [2022-04-04 00:35:49 main:574] : INFO : Epoch 1779 | loss: 0.0311569 | val_loss: 0.0311729 | Time: 2812.14 ms [2022-04-04 00:35:51 main:574] : INFO : Epoch 1780 | loss: 0.0311519 | val_loss: 0.0311732 | Time: 2825.32 ms [2022-04-04 00:35:54 main:574] : INFO : Epoch 1781 | loss: 0.031148 | val_loss: 0.0311724 | Time: 2828.15 ms [2022-04-04 00:35:57 main:574] : INFO : Epoch 1782 | loss: 0.0311455 | val_loss: 0.0311733 | Time: 2829.01 ms [2022-04-04 00:36:00 main:574] : INFO : Epoch 1783 | loss: 0.0311448 | val_loss: 0.0311733 | Time: 2852.69 ms [2022-04-04 00:36:03 main:574] : INFO : Epoch 1784 | loss: 0.0311435 | val_loss: 0.0311739 | Time: 2827.32 ms [2022-04-04 00:36:06 main:574] : INFO : Epoch 1785 | loss: 0.0311483 | val_loss: 0.0311749 | Time: 2796.24 ms [2022-04-04 00:36:08 main:574] : INFO : Epoch 1786 | loss: 0.0311484 | val_loss: 0.0311739 | Time: 2812.56 ms [2022-04-04 00:36:11 main:574] : INFO : Epoch 1787 | loss: 0.031144 | val_loss: 0.0311706 | Time: 2854.33 ms [2022-04-04 00:36:14 main:574] : INFO : Epoch 1788 | loss: 0.0311453 | val_loss: 0.0311769 | Time: 2789.02 ms [2022-04-04 00:36:17 main:574] : INFO : Epoch 1789 | loss: 0.0311483 | val_loss: 0.0311736 | Time: 2781.95 ms [2022-04-04 00:36:20 main:574] : INFO : Epoch 1790 | loss: 0.0311553 | val_loss: 0.0311777 | Time: 2820.86 ms [2022-04-04 00:36:22 main:574] : INFO : Epoch 1791 | loss: 0.0311568 | val_loss: 0.0311698 | Time: 2817.98 ms [2022-04-04 00:36:25 main:574] : INFO : Epoch 1792 | loss: 0.0311511 | val_loss: 0.031175 | Time: 2789.73 ms [2022-04-04 00:36:28 main:574] : INFO : Epoch 1793 | loss: 0.0311537 | val_loss: 0.031171 | Time: 2792.68 ms [2022-04-04 00:36:31 main:574] : INFO : Epoch 1794 | loss: 0.0311534 | val_loss: 0.0311758 | Time: 2816.1 ms [2022-04-04 00:36:34 main:574] : INFO : Epoch 1795 | loss: 0.0311488 | val_loss: 0.0311787 | Time: 2792.56 ms [2022-04-04 00:36:36 main:574] : INFO : Epoch 1796 | loss: 0.0311499 | val_loss: 0.0311745 | Time: 2796.47 ms [2022-04-04 00:36:39 main:574] : INFO : Epoch 1797 | loss: 0.031147 | val_loss: 0.0311779 | Time: 2804.29 ms [2022-04-04 00:36:42 main:574] : INFO : Epoch 1798 | loss: 0.0311469 | val_loss: 0.0311806 | Time: 2844.71 ms [2022-04-04 00:36:45 main:574] : INFO : Epoch 1799 | loss: 0.0311496 | val_loss: 0.0311753 | Time: 2799.95 ms [2022-04-04 00:36:48 main:574] : INFO : Epoch 1800 | loss: 0.0311486 | val_loss: 0.0311744 | Time: 2834.57 ms [2022-04-04 00:36:51 main:574] : INFO : Epoch 1801 | loss: 0.0311455 | val_loss: 0.0311728 | Time: 2796.54 ms [2022-04-04 00:36:53 main:574] : INFO : Epoch 1802 | loss: 0.031147 | val_loss: 0.0311747 | Time: 2850.59 ms [2022-04-04 00:36:56 main:574] : INFO : Epoch 1803 | loss: 0.0311484 | val_loss: 0.0311751 | Time: 2833.09 ms [2022-04-04 00:36:59 main:574] : INFO : Epoch 1804 | loss: 0.0311462 | val_loss: 0.0311815 | Time: 2849.5 ms [2022-04-04 00:37:02 main:574] : INFO : Epoch 1805 | loss: 0.0311451 | val_loss: 0.0311748 | Time: 2797.33 ms [2022-04-04 00:37:05 main:574] : INFO : Epoch 1806 | loss: 0.0311445 | val_loss: 0.0311755 | Time: 2807.43 ms [2022-04-04 00:37:08 main:574] : INFO : Epoch 1807 | loss: 0.0311448 | val_loss: 0.031179 | Time: 2875.44 ms [2022-04-04 00:37:10 main:574] : INFO : Epoch 1808 | loss: 0.0311477 | val_loss: 0.0311728 | Time: 2832.32 ms [2022-04-04 00:37:13 main:574] : INFO : Epoch 1809 | loss: 0.0311559 | val_loss: 0.0311714 | Time: 2871.43 ms [2022-04-04 00:37:16 main:574] : INFO : Epoch 1810 | loss: 0.0311529 | val_loss: 0.031172 | Time: 2824.06 ms [2022-04-04 00:37:19 main:574] : INFO : Epoch 1811 | loss: 0.0311493 | val_loss: 0.0311761 | Time: 2878.85 ms [2022-04-04 00:37:22 main:574] : INFO : Epoch 1812 | loss: 0.0311512 | val_loss: 0.0311803 | Time: 2812.86 ms [2022-04-04 00:37:25 main:574] : INFO : Epoch 1813 | loss: 0.0311574 | val_loss: 0.0311804 | Time: 2806.37 ms [2022-04-04 00:37:27 main:574] : INFO : Epoch 1814 | loss: 0.031163 | val_loss: 0.0311787 | Time: 2837.84 ms [2022-04-04 00:37:30 main:574] : INFO : Epoch 1815 | loss: 0.031157 | val_loss: 0.0311741 | Time: 2866.32 ms [2022-04-04 00:37:33 main:574] : INFO : Epoch 1816 | loss: 0.0311561 | val_loss: 0.0311792 | Time: 2774.24 ms [2022-04-04 00:37:36 main:574] : INFO : Epoch 1817 | loss: 0.0311564 | val_loss: 0.031178 | Time: 2788.13 ms [2022-04-04 00:37:39 main:574] : INFO : Epoch 1818 | loss: 0.0311537 | val_loss: 0.0311731 | Time: 2805.51 ms [2022-04-04 00:37:42 main:574] : INFO : Epoch 1819 | loss: 0.0311524 | val_loss: 0.0311728 | Time: 2850.47 ms [2022-04-04 00:37:44 main:574] : INFO : Epoch 1820 | loss: 0.0311515 | val_loss: 0.03117 | Time: 2818.2 ms [2022-04-04 00:37:47 main:574] : INFO : Epoch 1821 | loss: 0.0311504 | val_loss: 0.0311689 | Time: 2852.04 ms [2022-04-04 00:37:50 main:574] : INFO : Epoch 1822 | loss: 0.0311504 | val_loss: 0.0311708 | Time: 2777.72 ms [2022-04-04 00:37:53 main:574] : INFO : Epoch 1823 | loss: 0.0311478 | val_loss: 0.031172 | Time: 2778.82 ms [2022-04-04 00:37:56 main:574] : INFO : Epoch 1824 | loss: 0.0311504 | val_loss: 0.0311696 | Time: 2791.82 ms [2022-04-04 00:37:58 main:574] : INFO : Epoch 1825 | loss: 0.0311478 | val_loss: 0.0311736 | Time: 2780.81 ms [2022-04-04 00:38:01 main:574] : INFO : Epoch 1826 | loss: 0.0311524 | val_loss: 0.0311809 | Time: 2898.68 ms [2022-04-04 00:38:04 main:574] : INFO : Epoch 1827 | loss: 0.0311486 | val_loss: 0.0311708 | Time: 2839.02 ms [2022-04-04 00:38:07 main:574] : INFO : Epoch 1828 | loss: 0.0311461 | val_loss: 0.0311719 | Time: 2772.6 ms [2022-04-04 00:38:10 main:574] : INFO : Epoch 1829 | loss: 0.0311458 | val_loss: 0.0311696 | Time: 2817.66 ms [2022-04-04 00:38:13 main:574] : INFO : Epoch 1830 | loss: 0.0311463 | val_loss: 0.0311708 | Time: 2817.73 ms [2022-04-04 00:38:15 main:574] : INFO : Epoch 1831 | loss: 0.0311476 | val_loss: 0.0311736 | Time: 2798.54 ms [2022-04-04 00:38:18 main:574] : INFO : Epoch 1832 | loss: 0.0311448 | val_loss: 0.0311725 | Time: 2861.73 ms [2022-04-04 00:38:21 main:574] : INFO : Epoch 1833 | loss: 0.0311449 | val_loss: 0.0311718 | Time: 2803.89 ms [2022-04-04 00:38:24 main:574] : INFO : Epoch 1834 | loss: 0.0311438 | val_loss: 0.0311731 | Time: 2817.56 ms [2022-04-04 00:38:27 main:574] : INFO : Epoch 1835 | loss: 0.0311445 | val_loss: 0.0311739 | Time: 2845.3 ms [2022-04-04 00:38:29 main:574] : INFO : Epoch 1836 | loss: 0.0311573 | val_loss: 0.0311746 | Time: 2781.65 ms [2022-04-04 00:38:32 main:574] : INFO : Epoch 1837 | loss: 0.0311583 | val_loss: 0.0311701 | Time: 2804.48 ms [2022-04-04 00:38:35 main:574] : INFO : Epoch 1838 | loss: 0.0311556 | val_loss: 0.0311724 | Time: 2830.11 ms [2022-04-04 00:38:38 main:574] : INFO : Epoch 1839 | loss: 0.0311559 | val_loss: 0.0311741 | Time: 2778.76 ms [2022-04-04 00:38:41 main:574] : INFO : Epoch 1840 | loss: 0.0311544 | val_loss: 0.0311702 | Time: 2807.16 ms [2022-04-04 00:38:44 main:574] : INFO : Epoch 1841 | loss: 0.0311528 | val_loss: 0.0311781 | Time: 2792.37 ms [2022-04-04 00:38:46 main:574] : INFO : Epoch 1842 | loss: 0.0311536 | val_loss: 0.0311772 | Time: 2800.94 ms [2022-04-04 00:38:49 main:574] : INFO : Epoch 1843 | loss: 0.0311499 | val_loss: 0.0311712 | Time: 2794.28 ms [2022-04-04 00:38:52 main:574] : INFO : Epoch 1844 | loss: 0.0311504 | val_loss: 0.031171 | Time: 2800.59 ms [2022-04-04 00:38:55 main:574] : INFO : Epoch 1845 | loss: 0.0311501 | val_loss: 0.0311731 | Time: 2835.25 ms [2022-04-04 00:38:58 main:574] : INFO : Epoch 1846 | loss: 0.0311501 | val_loss: 0.0311719 | Time: 2797.82 ms [2022-04-04 00:39:00 main:574] : INFO : Epoch 1847 | loss: 0.0311475 | val_loss: 0.0311701 | Time: 2792.39 ms [2022-04-04 00:39:03 main:574] : INFO : Epoch 1848 | loss: 0.0311474 | val_loss: 0.0311729 | Time: 2847.8 ms [2022-04-04 00:39:06 main:574] : INFO : Epoch 1849 | loss: 0.0311493 | val_loss: 0.0311721 | Time: 2806.54 ms [2022-04-04 00:39:09 main:574] : INFO : Epoch 1850 | loss: 0.0311464 | val_loss: 0.031173 | Time: 2839.45 ms [2022-04-04 00:39:12 main:574] : INFO : Epoch 1851 | loss: 0.0311482 | val_loss: 0.0311754 | Time: 2780.32 ms [2022-04-04 00:39:14 main:574] : INFO : Epoch 1852 | loss: 0.0311474 | val_loss: 0.0311734 | Time: 2845.72 ms [2022-04-04 00:39:17 main:574] : INFO : Epoch 1853 | loss: 0.031145 | val_loss: 0.0311713 | Time: 2837.49 ms [2022-04-04 00:39:20 main:574] : INFO : Epoch 1854 | loss: 0.0311439 | val_loss: 0.0311732 | Time: 2800.05 ms [2022-04-04 00:39:23 main:574] : INFO : Epoch 1855 | loss: 0.0311456 | val_loss: 0.0311724 | Time: 2802.59 ms [2022-04-04 00:39:26 main:574] : INFO : Epoch 1856 | loss: 0.0311463 | val_loss: 0.0311782 | Time: 2854.55 ms [2022-04-04 00:39:29 main:574] : INFO : Epoch 1857 | loss: 0.0311443 | val_loss: 0.0311774 | Time: 2853.09 ms [2022-04-04 00:39:32 main:574] : INFO : Epoch 1858 | loss: 0.0311479 | val_loss: 0.0311724 | Time: 2923.08 ms [2022-04-04 00:39:34 main:574] : INFO : Epoch 1859 | loss: 0.0311454 | val_loss: 0.0311724 | Time: 2753.89 ms [2022-04-04 00:39:37 main:574] : INFO : Epoch 1860 | loss: 0.0311462 | val_loss: 0.0311726 | Time: 2857.22 ms [2022-04-04 00:39:40 main:574] : INFO : Epoch 1861 | loss: 0.0311471 | val_loss: 0.0311703 | Time: 2847.88 ms [2022-04-04 00:39:43 main:574] : INFO : Epoch 1862 | loss: 0.0311468 | val_loss: 0.0311715 | Time: 2835.19 ms [2022-04-04 00:39:46 main:574] : INFO : Epoch 1863 | loss: 0.0311475 | val_loss: 0.031171 | Time: 2773.65 ms [2022-04-04 00:39:48 main:574] : INFO : Epoch 1864 | loss: 0.0311501 | val_loss: 0.0311749 | Time: 2822.26 ms [2022-04-04 00:39:51 main:574] : INFO : Epoch 1865 | loss: 0.0311496 | val_loss: 0.0311755 | Time: 2791.85 ms [2022-04-04 00:39:54 main:574] : INFO : Epoch 1866 | loss: 0.0311459 | val_loss: 0.0311741 | Time: 2826.91 ms [2022-04-04 00:39:57 main:574] : INFO : Epoch 1867 | loss: 0.0311448 | val_loss: 0.0311747 | Time: 2846.97 ms [2022-04-04 00:40:00 main:574] : INFO : Epoch 1868 | loss: 0.0311476 | val_loss: 0.0311718 | Time: 2828.54 ms [2022-04-04 00:40:03 main:574] : INFO : Epoch 1869 | loss: 0.0311484 | val_loss: 0.0311735 | Time: 2808.69 ms [2022-04-04 00:40:05 main:574] : INFO : Epoch 1870 | loss: 0.0311458 | val_loss: 0.0311698 | Time: 2839.98 ms [2022-04-04 00:40:08 main:574] : INFO : Epoch 1871 | loss: 0.0311452 | val_loss: 0.0311774 | Time: 2811.46 ms [2022-04-04 00:40:11 main:574] : INFO : Epoch 1872 | loss: 0.0311437 | val_loss: 0.0311738 | Time: 2803.15 ms [2022-04-04 00:40:14 main:574] : INFO : Epoch 1873 | loss: 0.0311452 | val_loss: 0.0311786 | Time: 2786.71 ms [2022-04-04 00:40:17 main:574] : INFO : Epoch 1874 | loss: 0.0311483 | val_loss: 0.0311724 | Time: 2821.19 ms [2022-04-04 00:40:20 main:574] : INFO : Epoch 1875 | loss: 0.0311455 | val_loss: 0.0311759 | Time: 2864.77 ms [2022-04-04 00:40:22 main:574] : INFO : Epoch 1876 | loss: 0.0311485 | val_loss: 0.0311813 | Time: 2784.22 ms [2022-04-04 00:40:25 main:574] : INFO : Epoch 1877 | loss: 0.0311441 | val_loss: 0.0311764 | Time: 2790.67 ms [2022-04-04 00:40:28 main:574] : INFO : Epoch 1878 | loss: 0.0311425 | val_loss: 0.0311734 | Time: 2818.44 ms [2022-04-04 00:40:31 main:574] : INFO : Epoch 1879 | loss: 0.0311415 | val_loss: 0.031176 | Time: 2787.93 ms [2022-04-04 00:40:33 main:574] : INFO : Epoch 1880 | loss: 0.0311404 | val_loss: 0.0311736 | Time: 2768.69 ms [2022-04-04 00:40:36 main:574] : INFO : Epoch 1881 | loss: 0.03114 | val_loss: 0.0311751 | Time: 2797.53 ms [2022-04-04 00:40:39 main:574] : INFO : Epoch 1882 | loss: 0.0311398 | val_loss: 0.0311748 | Time: 2787.99 ms [2022-04-04 00:40:42 main:574] : INFO : Epoch 1883 | loss: 0.0311407 | val_loss: 0.0311749 | Time: 2811.3 ms [2022-04-04 00:40:45 main:574] : INFO : Epoch 1884 | loss: 0.0311406 | val_loss: 0.0311809 | Time: 2880.37 ms [2022-04-04 00:40:48 main:574] : INFO : Epoch 1885 | loss: 0.0311468 | val_loss: 0.031172 | Time: 2847.86 ms [2022-04-04 00:40:50 main:574] : INFO : Epoch 1886 | loss: 0.0311515 | val_loss: 0.031175 | Time: 2772.03 ms [2022-04-04 00:40:53 main:574] : INFO : Epoch 1887 | loss: 0.0311458 | val_loss: 0.0311718 | Time: 2825.25 ms [2022-04-04 00:40:56 main:574] : INFO : Epoch 1888 | loss: 0.0311447 | val_loss: 0.0311713 | Time: 2780.81 ms [2022-04-04 00:40:59 main:574] : INFO : Epoch 1889 | loss: 0.0311448 | val_loss: 0.0311757 | Time: 2785.93 ms [2022-04-04 00:41:02 main:574] : INFO : Epoch 1890 | loss: 0.031146 | val_loss: 0.0311854 | Time: 2794.43 ms [2022-04-04 00:41:04 main:574] : INFO : Epoch 1891 | loss: 0.0311632 | val_loss: 0.0313873 | Time: 2812.52 ms [2022-04-04 00:41:07 main:574] : INFO : Epoch 1892 | loss: 0.0411655 | val_loss: 0.0345121 | Time: 2789.37 ms [2022-04-04 00:41:10 main:574] : INFO : Epoch 1893 | loss: 0.0476258 | val_loss: 0.0407656 | Time: 2821.79 ms [2022-04-04 00:41:13 main:574] : INFO : Epoch 1894 | loss: 0.036651 | val_loss: 0.03156 | Time: 2783.42 ms [2022-04-04 00:41:16 main:574] : INFO : Epoch 1895 | loss: 0.0319345 | val_loss: 0.0314422 | Time: 2832.93 ms [2022-04-04 00:41:18 main:574] : INFO : Epoch 1896 | loss: 0.0313424 | val_loss: 0.0312815 | Time: 2795.15 ms [2022-04-04 00:41:21 main:574] : INFO : Epoch 1897 | loss: 0.0312575 | val_loss: 0.031238 | Time: 2818.45 ms [2022-04-04 00:41:24 main:574] : INFO : Epoch 1898 | loss: 0.0312384 | val_loss: 0.0312331 | Time: 2854.68 ms [2022-04-04 00:41:27 main:574] : INFO : Epoch 1899 | loss: 0.0312322 | val_loss: 0.0312277 | Time: 2813.24 ms [2022-04-04 00:41:30 main:574] : INFO : Epoch 1900 | loss: 0.0312279 | val_loss: 0.0312242 | Time: 2811.31 ms [2022-04-04 00:41:33 main:574] : INFO : Epoch 1901 | loss: 0.0312259 | val_loss: 0.0312219 | Time: 2816.46 ms [2022-04-04 00:41:35 main:574] : INFO : Epoch 1902 | loss: 0.0312232 | val_loss: 0.0312193 | Time: 2814.36 ms [2022-04-04 00:41:38 main:574] : INFO : Epoch 1903 | loss: 0.0312201 | val_loss: 0.0312163 | Time: 2800.76 ms [2022-04-04 00:41:41 main:574] : INFO : Epoch 1904 | loss: 0.0312166 | val_loss: 0.0312124 | Time: 2759.64 ms [2022-04-04 00:41:44 main:574] : INFO : Epoch 1905 | loss: 0.0312124 | val_loss: 0.0312067 | Time: 2868.94 ms [2022-04-04 00:41:47 main:574] : INFO : Epoch 1906 | loss: 0.0312086 | val_loss: 0.0312039 | Time: 2765.32 ms [2022-04-04 00:41:50 main:574] : INFO : Epoch 1907 | loss: 0.031207 | val_loss: 0.0312031 | Time: 2881.38 ms [2022-04-04 00:41:53 main:574] : INFO : Epoch 1908 | loss: 0.0312058 | val_loss: 0.0312015 | Time: 2803.6 ms [2022-04-04 00:41:55 main:574] : INFO : Epoch 1909 | loss: 0.0312051 | val_loss: 0.0312011 | Time: 2794.63 ms [2022-04-04 00:41:58 main:574] : INFO : Epoch 1910 | loss: 0.0312049 | val_loss: 0.031201 | Time: 2834.19 ms [2022-04-04 00:42:01 main:574] : INFO : Epoch 1911 | loss: 0.0312046 | val_loss: 0.0312005 | Time: 2846.35 ms [2022-04-04 00:42:04 main:574] : INFO : Epoch 1912 | loss: 0.0312045 | val_loss: 0.0312004 | Time: 2865.34 ms [2022-04-04 00:42:07 main:574] : INFO : Epoch 1913 | loss: 0.0312049 | val_loss: 0.0312007 | Time: 2860.07 ms [2022-04-04 00:42:10 main:574] : INFO : Epoch 1914 | loss: 0.0312046 | val_loss: 0.0312012 | Time: 2773.15 ms [2022-04-04 00:42:12 main:574] : INFO : Epoch 1915 | loss: 0.0312048 | val_loss: 0.0312009 | Time: 2800.2 ms [2022-04-04 00:42:15 main:574] : INFO : Epoch 1916 | loss: 0.0312042 | val_loss: 0.0311994 | Time: 2796.58 ms [2022-04-04 00:42:18 main:574] : INFO : Epoch 1917 | loss: 0.0312035 | val_loss: 0.0311992 | Time: 2835.98 ms [2022-04-04 00:42:21 main:574] : INFO : Epoch 1918 | loss: 0.031203 | val_loss: 0.0311988 | Time: 2846.28 ms [2022-04-04 00:42:24 main:574] : INFO : Epoch 1919 | loss: 0.0312032 | val_loss: 0.0311996 | Time: 2796.97 ms [2022-04-04 00:42:26 main:574] : INFO : Epoch 1920 | loss: 0.0312021 | val_loss: 0.0311971 | Time: 2872.9 ms [2022-04-04 00:42:29 main:574] : INFO : Epoch 1921 | loss: 0.0312018 | val_loss: 0.0311972 | Time: 2824.84 ms [2022-04-04 00:42:32 main:574] : INFO : Epoch 1922 | loss: 0.0312012 | val_loss: 0.0311969 | Time: 2792.52 ms [2022-04-04 00:42:35 main:574] : INFO : Epoch 1923 | loss: 0.0312004 | val_loss: 0.0311963 | Time: 2825.88 ms [2022-04-04 00:42:38 main:574] : INFO : Epoch 1924 | loss: 0.0311999 | val_loss: 0.031197 | Time: 2823.01 ms [2022-04-04 00:42:41 main:574] : INFO : Epoch 1925 | loss: 0.0312 | val_loss: 0.0311973 | Time: 2803.45 ms [2022-04-04 00:42:43 main:574] : INFO : Epoch 1926 | loss: 0.0312003 | val_loss: 0.0311957 | Time: 2843.03 ms [2022-04-04 00:42:46 main:574] : INFO : Epoch 1927 | loss: 0.0311994 | val_loss: 0.0311956 | Time: 2876.81 ms [2022-04-04 00:42:49 main:574] : INFO : Epoch 1928 | loss: 0.0311988 | val_loss: 0.0311953 | Time: 2751.81 ms [2022-04-04 00:42:52 main:574] : INFO : Epoch 1929 | loss: 0.0311987 | val_loss: 0.031195 | Time: 2819.45 ms [2022-04-04 00:42:55 main:574] : INFO : Epoch 1930 | loss: 0.0311995 | val_loss: 0.0311945 | Time: 2892.14 ms [2022-04-04 00:42:58 main:574] : INFO : Epoch 1931 | loss: 0.0311987 | val_loss: 0.0311939 | Time: 2783.11 ms [2022-04-04 00:43:00 main:574] : INFO : Epoch 1932 | loss: 0.0311977 | val_loss: 0.0311944 | Time: 2832.19 ms [2022-04-04 00:43:03 main:574] : INFO : Epoch 1933 | loss: 0.031198 | val_loss: 0.0311968 | Time: 2805.95 ms [2022-04-04 00:43:06 main:574] : INFO : Epoch 1934 | loss: 0.031199 | val_loss: 0.0311973 | Time: 2786.72 ms [2022-04-04 00:43:09 main:574] : INFO : Epoch 1935 | loss: 0.031198 | val_loss: 0.0311947 | Time: 2810.44 ms [2022-04-04 00:43:12 main:574] : INFO : Epoch 1936 | loss: 0.0311968 | val_loss: 0.0311938 | Time: 2880.2 ms [2022-04-04 00:43:14 main:574] : INFO : Epoch 1937 | loss: 0.0311962 | val_loss: 0.0311939 | Time: 2757.07 ms [2022-04-04 00:43:17 main:574] : INFO : Epoch 1938 | loss: 0.0311957 | val_loss: 0.0311935 | Time: 2816.77 ms [2022-04-04 00:43:20 main:574] : INFO : Epoch 1939 | loss: 0.0311959 | val_loss: 0.0311939 | Time: 2901.24 ms [2022-04-04 00:43:23 main:574] : INFO : Epoch 1940 | loss: 0.0311965 | val_loss: 0.0311923 | Time: 2835.55 ms [2022-04-04 00:43:26 main:574] : INFO : Epoch 1941 | loss: 0.0311958 | val_loss: 0.031192 | Time: 2774.36 ms [2022-04-04 00:43:29 main:574] : INFO : Epoch 1942 | loss: 0.0311956 | val_loss: 0.0311926 | Time: 2784.74 ms [2022-04-04 00:43:31 main:574] : INFO : Epoch 1943 | loss: 0.0311949 | val_loss: 0.031192 | Time: 2762.2 ms [2022-04-04 00:43:34 main:574] : INFO : Epoch 1944 | loss: 0.0311948 | val_loss: 0.0311914 | Time: 2861.16 ms [2022-04-04 00:43:37 main:574] : INFO : Epoch 1945 | loss: 0.0311946 | val_loss: 0.0311915 | Time: 2826.07 ms [2022-04-04 00:43:40 main:574] : INFO : Epoch 1946 | loss: 0.0311939 | val_loss: 0.0311899 | Time: 2798.07 ms [2022-04-04 00:43:43 main:574] : INFO : Epoch 1947 | loss: 0.0311932 | val_loss: 0.0311872 | Time: 2847.17 ms [2022-04-04 00:43:45 main:574] : INFO : Epoch 1948 | loss: 0.0311918 | val_loss: 0.0311866 | Time: 2787.32 ms [2022-04-04 00:43:48 main:574] : INFO : Epoch 1949 | loss: 0.0311909 | val_loss: 0.0311866 | Time: 2773.29 ms [2022-04-04 00:43:51 main:574] : INFO : Epoch 1950 | loss: 0.0311906 | val_loss: 0.0311857 | Time: 2847.37 ms [2022-04-04 00:43:54 main:574] : INFO : Epoch 1951 | loss: 0.0311899 | val_loss: 0.0311853 | Time: 2801.32 ms [2022-04-04 00:43:57 main:574] : INFO : Epoch 1952 | loss: 0.0311903 | val_loss: 0.0311848 | Time: 2773.48 ms [2022-04-04 00:44:00 main:574] : INFO : Epoch 1953 | loss: 0.0311894 | val_loss: 0.0311846 | Time: 2821.72 ms [2022-04-04 00:44:02 main:574] : INFO : Epoch 1954 | loss: 0.031189 | val_loss: 0.031185 | Time: 2785.32 ms [2022-04-04 00:44:05 main:574] : INFO : Epoch 1955 | loss: 0.0311888 | val_loss: 0.031184 | Time: 2784.9 ms [2022-04-04 00:44:08 main:574] : INFO : Epoch 1956 | loss: 0.0311891 | val_loss: 0.031185 | Time: 2826.56 ms [2022-04-04 00:44:11 main:574] : INFO : Epoch 1957 | loss: 0.03119 | val_loss: 0.0311856 | Time: 2840.18 ms [2022-04-04 00:44:14 main:574] : INFO : Epoch 1958 | loss: 0.0311893 | val_loss: 0.0311838 | Time: 2821.61 ms [2022-04-04 00:44:16 main:574] : INFO : Epoch 1959 | loss: 0.0311889 | val_loss: 0.0311839 | Time: 2781.36 ms [2022-04-04 00:44:19 main:574] : INFO : Epoch 1960 | loss: 0.0311875 | val_loss: 0.0311827 | Time: 2838.7 ms [2022-04-04 00:44:22 main:574] : INFO : Epoch 1961 | loss: 0.0311874 | val_loss: 0.0311831 | Time: 2817.15 ms [2022-04-04 00:44:25 main:574] : INFO : Epoch 1962 | loss: 0.0311881 | val_loss: 0.0311817 | Time: 2856.43 ms [2022-04-04 00:44:28 main:574] : INFO : Epoch 1963 | loss: 0.0311866 | val_loss: 0.0311825 | Time: 2866.11 ms [2022-04-04 00:44:31 main:574] : INFO : Epoch 1964 | loss: 0.0311862 | val_loss: 0.0311807 | Time: 2846.27 ms [2022-04-04 00:44:33 main:574] : INFO : Epoch 1965 | loss: 0.0311858 | val_loss: 0.0311799 | Time: 2804.41 ms [2022-04-04 00:44:36 main:574] : INFO : Epoch 1966 | loss: 0.0311856 | val_loss: 0.0311796 | Time: 2749.74 ms [2022-04-04 00:44:39 main:574] : INFO : Epoch 1967 | loss: 0.0311849 | val_loss: 0.0311793 | Time: 2793.21 ms [2022-04-04 00:44:42 main:574] : INFO : Epoch 1968 | loss: 0.0311855 | val_loss: 0.0311798 | Time: 2794.26 ms [2022-04-04 00:44:45 main:574] : INFO : Epoch 1969 | loss: 0.0311858 | val_loss: 0.0311838 | Time: 2807.42 ms [2022-04-04 00:44:47 main:574] : INFO : Epoch 1970 | loss: 0.0311866 | val_loss: 0.0311804 | Time: 2807.11 ms [2022-04-04 00:44:50 main:574] : INFO : Epoch 1971 | loss: 0.031185 | val_loss: 0.0311806 | Time: 2816.8 ms [2022-04-04 00:44:53 main:574] : INFO : Epoch 1972 | loss: 0.0311845 | val_loss: 0.0311793 | Time: 2832.58 ms [2022-04-04 00:44:56 main:574] : INFO : Epoch 1973 | loss: 0.0311841 | val_loss: 0.0311799 | Time: 2806.59 ms [2022-04-04 00:44:59 main:574] : INFO : Epoch 1974 | loss: 0.0311841 | val_loss: 0.0311787 | Time: 2795.62 ms [2022-04-04 00:45:02 main:574] : INFO : Epoch 1975 | loss: 0.0311834 | val_loss: 0.0311793 | Time: 2848.85 ms [2022-04-04 00:45:04 main:574] : INFO : Epoch 1976 | loss: 0.0311851 | val_loss: 0.0311792 | Time: 2787.03 ms [2022-04-04 00:45:07 main:574] : INFO : Epoch 1977 | loss: 0.0311844 | val_loss: 0.0311801 | Time: 2812.74 ms [2022-04-04 00:45:10 main:574] : INFO : Epoch 1978 | loss: 0.0311836 | val_loss: 0.0311782 | Time: 2883.74 ms [2022-04-04 00:45:13 main:574] : INFO : Epoch 1979 | loss: 0.0311828 | val_loss: 0.0311789 | Time: 2853.08 ms [2022-04-04 00:45:16 main:574] : INFO : Epoch 1980 | loss: 0.0311839 | val_loss: 0.0311775 | Time: 2809.34 ms [2022-04-04 00:45:19 main:574] : INFO : Epoch 1981 | loss: 0.0311823 | val_loss: 0.0311785 | Time: 2857.15 ms [2022-04-04 00:45:21 main:574] : INFO : Epoch 1982 | loss: 0.0311826 | val_loss: 0.0311785 | Time: 2881.87 ms [2022-04-04 00:45:24 main:574] : INFO : Epoch 1983 | loss: 0.0311826 | val_loss: 0.0311786 | Time: 2846.98 ms [2022-04-04 00:45:27 main:574] : INFO : Epoch 1984 | loss: 0.0311844 | val_loss: 0.0311769 | Time: 2821.56 ms [2022-04-04 00:45:30 main:574] : INFO : Epoch 1985 | loss: 0.031182 | val_loss: 0.0311768 | Time: 2786.48 ms [2022-04-04 00:45:33 main:574] : INFO : Epoch 1986 | loss: 0.0311812 | val_loss: 0.0311765 | Time: 2800.51 ms [2022-04-04 00:45:36 main:574] : INFO : Epoch 1987 | loss: 0.0311819 | val_loss: 0.0311787 | Time: 2832.24 ms [2022-04-04 00:45:38 main:574] : INFO : Epoch 1988 | loss: 0.0311858 | val_loss: 0.0311806 | Time: 2863.4 ms [2022-04-04 00:45:41 main:574] : INFO : Epoch 1989 | loss: 0.0311844 | val_loss: 0.03118 | Time: 2836.81 ms [2022-04-04 00:45:44 main:574] : INFO : Epoch 1990 | loss: 0.0311852 | val_loss: 0.0311771 | Time: 2851.92 ms [2022-04-04 00:45:47 main:574] : INFO : Epoch 1991 | loss: 0.0311837 | val_loss: 0.0311768 | Time: 2817.2 ms [2022-04-04 00:45:50 main:574] : INFO : Epoch 1992 | loss: 0.031182 | val_loss: 0.0311769 | Time: 2814.3 ms [2022-04-04 00:45:53 main:574] : INFO : Epoch 1993 | loss: 0.0311827 | val_loss: 0.0311756 | Time: 2810.98 ms [2022-04-04 00:45:55 main:574] : INFO : Epoch 1994 | loss: 0.0311816 | val_loss: 0.0311758 | Time: 2853.84 ms [2022-04-04 00:45:58 main:574] : INFO : Epoch 1995 | loss: 0.0311817 | val_loss: 0.0311762 | Time: 2835.42 ms [2022-04-04 00:46:01 main:574] : INFO : Epoch 1996 | loss: 0.0311813 | val_loss: 0.0311747 | Time: 2891.52 ms [2022-04-04 00:46:04 main:574] : INFO : Epoch 1997 | loss: 0.0311809 | val_loss: 0.0311758 | Time: 2795.91 ms [2022-04-04 00:46:07 main:574] : INFO : Epoch 1998 | loss: 0.0311818 | val_loss: 0.0311758 | Time: 2842.41 ms [2022-04-04 00:46:10 main:574] : INFO : Epoch 1999 | loss: 0.0311822 | val_loss: 0.0311775 | Time: 2837.35 ms [2022-04-04 00:46:12 main:574] : INFO : Epoch 2000 | loss: 0.0311814 | val_loss: 0.0311776 | Time: 2885.74 ms [2022-04-04 00:46:15 main:574] : INFO : Epoch 2001 | loss: 0.031181 | val_loss: 0.0311764 | Time: 2780.45 ms [2022-04-04 00:46:18 main:574] : INFO : Epoch 2002 | loss: 0.031181 | val_loss: 0.0311782 | Time: 2770.16 ms [2022-04-04 00:46:21 main:574] : INFO : Epoch 2003 | loss: 0.0311812 | val_loss: 0.0311745 | Time: 2794.92 ms [2022-04-04 00:46:24 main:574] : INFO : Epoch 2004 | loss: 0.0311817 | val_loss: 0.0311779 | Time: 2771.62 ms [2022-04-04 00:46:26 main:574] : INFO : Epoch 2005 | loss: 0.0311809 | val_loss: 0.0311736 | Time: 2788.43 ms [2022-04-04 00:46:29 main:574] : INFO : Epoch 2006 | loss: 0.0311806 | val_loss: 0.0311752 | Time: 2780.99 ms [2022-04-04 00:46:32 main:574] : INFO : Epoch 2007 | loss: 0.0311794 | val_loss: 0.031174 | Time: 2797.79 ms [2022-04-04 00:46:35 main:574] : INFO : Epoch 2008 | loss: 0.0311799 | val_loss: 0.0311764 | Time: 2889.32 ms [2022-04-04 00:46:38 main:574] : INFO : Epoch 2009 | loss: 0.0311813 | val_loss: 0.0311757 | Time: 2780.99 ms [2022-04-04 00:46:41 main:574] : INFO : Epoch 2010 | loss: 0.0311827 | val_loss: 0.0311742 | Time: 2839 ms [2022-04-04 00:46:43 main:574] : INFO : Epoch 2011 | loss: 0.031181 | val_loss: 0.0311761 | Time: 2833.95 ms [2022-04-04 00:46:46 main:574] : INFO : Epoch 2012 | loss: 0.0311806 | val_loss: 0.0311787 | Time: 2847.54 ms [2022-04-04 00:46:49 main:574] : INFO : Epoch 2013 | loss: 0.0311801 | val_loss: 0.0311735 | Time: 2821.33 ms [2022-04-04 00:46:52 main:574] : INFO : Epoch 2014 | loss: 0.0311793 | val_loss: 0.0311724 | Time: 2841.67 ms [2022-04-04 00:46:55 main:574] : INFO : Epoch 2015 | loss: 0.0311791 | val_loss: 0.0311747 | Time: 2787.66 ms [2022-04-04 00:46:57 main:574] : INFO : Epoch 2016 | loss: 0.0311799 | val_loss: 0.0311768 | Time: 2815.96 ms [2022-04-04 00:47:00 main:574] : INFO : Epoch 2017 | loss: 0.031181 | val_loss: 0.0311748 | Time: 2789.05 ms [2022-04-04 00:47:03 main:574] : INFO : Epoch 2018 | loss: 0.0311804 | val_loss: 0.0311755 | Time: 2876.53 ms [2022-04-04 00:47:06 main:574] : INFO : Epoch 2019 | loss: 0.0311783 | val_loss: 0.0311737 | Time: 2808 ms [2022-04-04 00:47:09 main:574] : INFO : Epoch 2020 | loss: 0.0311783 | val_loss: 0.0311737 | Time: 2808.73 ms [2022-04-04 00:47:12 main:574] : INFO : Epoch 2021 | loss: 0.0311791 | val_loss: 0.0311745 | Time: 2801.47 ms [2022-04-04 00:47:14 main:574] : INFO : Epoch 2022 | loss: 0.031178 | val_loss: 0.0311727 | Time: 2846.06 ms [2022-04-04 00:47:17 main:574] : INFO : Epoch 2023 | loss: 0.0311782 | val_loss: 0.0311753 | Time: 2817.43 ms [2022-04-04 00:47:20 main:574] : INFO : Epoch 2024 | loss: 0.0311791 | val_loss: 0.0311748 | Time: 2905.02 ms [2022-04-04 00:47:23 main:574] : INFO : Epoch 2025 | loss: 0.0311786 | val_loss: 0.0311755 | Time: 2873.97 ms [2022-04-04 00:47:26 main:574] : INFO : Epoch 2026 | loss: 0.0311794 | val_loss: 0.031173 | Time: 2792.75 ms [2022-04-04 00:47:29 main:574] : INFO : Epoch 2027 | loss: 0.0311777 | val_loss: 0.0311748 | Time: 2781.77 ms [2022-04-04 00:47:31 main:574] : INFO : Epoch 2028 | loss: 0.0311779 | val_loss: 0.0311782 | Time: 2802.53 ms [2022-04-04 00:47:34 main:574] : INFO : Epoch 2029 | loss: 0.0311783 | val_loss: 0.0311746 | Time: 2809.05 ms [2022-04-04 00:47:37 main:574] : INFO : Epoch 2030 | loss: 0.031179 | val_loss: 0.0311739 | Time: 2853.03 ms [2022-04-04 00:47:40 main:574] : INFO : Epoch 2031 | loss: 0.0311786 | val_loss: 0.0311757 | Time: 2874.12 ms [2022-04-04 00:47:43 main:574] : INFO : Epoch 2032 | loss: 0.0311817 | val_loss: 0.0311766 | Time: 2813.08 ms [2022-04-04 00:47:46 main:574] : INFO : Epoch 2033 | loss: 0.0311836 | val_loss: 0.0311759 | Time: 2780.88 ms [2022-04-04 00:47:48 main:574] : INFO : Epoch 2034 | loss: 0.0311798 | val_loss: 0.0311765 | Time: 2818.86 ms [2022-04-04 00:47:51 main:574] : INFO : Epoch 2035 | loss: 0.0311782 | val_loss: 0.0311731 | Time: 2815.13 ms [2022-04-04 00:47:54 main:574] : INFO : Epoch 2036 | loss: 0.031177 | val_loss: 0.0311745 | Time: 2801.7 ms [2022-04-04 00:47:57 main:574] : INFO : Epoch 2037 | loss: 0.0311786 | val_loss: 0.0311771 | Time: 2850.46 ms [2022-04-04 00:48:00 main:574] : INFO : Epoch 2038 | loss: 0.0311784 | val_loss: 0.0311765 | Time: 2802.63 ms [2022-04-04 00:48:03 main:574] : INFO : Epoch 2039 | loss: 0.0311776 | val_loss: 0.0311738 | Time: 2855.98 ms [2022-04-04 00:48:05 main:574] : INFO : Epoch 2040 | loss: 0.0311764 | val_loss: 0.0311756 | Time: 2840.97 ms [2022-04-04 00:48:08 main:574] : INFO : Epoch 2041 | loss: 0.0311777 | val_loss: 0.0311759 | Time: 2804.17 ms [2022-04-04 00:48:11 main:574] : INFO : Epoch 2042 | loss: 0.0311767 | val_loss: 0.0311732 | Time: 2825.19 ms [2022-04-04 00:48:14 main:574] : INFO : Epoch 2043 | loss: 0.0311771 | val_loss: 0.0311754 | Time: 2857.63 ms [2022-04-04 00:48:17 main:574] : INFO : Epoch 2044 | loss: 0.0311759 | val_loss: 0.0311746 | Time: 2810.49 ms [2022-04-04 00:48:20 main:574] : INFO : Epoch 2045 | loss: 0.0311778 | val_loss: 0.0311729 | Time: 2805.98 ms [2022-04-04 00:48:22 main:574] : INFO : Epoch 2046 | loss: 0.0311774 | val_loss: 0.0311741 | Time: 2798.58 ms [2022-04-04 00:48:25 main:574] : INFO : Epoch 2047 | loss: 0.031175 | val_loss: 0.0311717 | Time: 2816.99 ms [2022-04-04 00:48:28 main:574] : INFO : Epoch 2048 | loss: 0.0311751 | val_loss: 0.0311735 | Time: 2819.33 ms [2022-04-04 00:48:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311735 [2022-04-04 00:48:28 main:603] : INFO : Saving end state to config to file [2022-04-04 00:48:28 main:608] : INFO : Success, exiting.. 00:48:28 (17676): 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)