Task 4384542
| Name | ParityModified-1613193922-9793-2_0 |
| Workunit | 2443457 |
| Created | 12 Mar 2021, 17:05:16 UTC |
| Sent | 22 Mar 2021, 16:29:04 UTC |
| Report deadline | 29 Mar 2021, 16:29:04 UTC |
| Received | 22 Mar 2021, 18:46:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5173 |
| Run time | 1 hours 47 min 50 sec |
| CPU time | 1 hours 45 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311581 | val_loss: 0.0311649 | Time: 3201.5 ms
[2021-03-22 19:19:32 main:574] : INFO : Epoch 1543 | loss: 0.031156 | val_loss: 0.0311643 | Time: 3117.37 ms
[2021-03-22 19:19:35 main:574] : INFO : Epoch 1544 | loss: 0.0311543 | val_loss: 0.0311653 | Time: 3106.39 ms
[2021-03-22 19:19:39 main:574] : INFO : Epoch 1545 | loss: 0.0311534 | val_loss: 0.0311667 | Time: 3125.78 ms
[2021-03-22 19:19:42 main:574] : INFO : Epoch 1546 | loss: 0.0311533 | val_loss: 0.0311678 | Time: 3118.4 ms
[2021-03-22 19:19:45 main:574] : INFO : Epoch 1547 | loss: 0.0311535 | val_loss: 0.0311671 | Time: 3145.2 ms
[2021-03-22 19:19:48 main:574] : INFO : Epoch 1548 | loss: 0.0311525 | val_loss: 0.0311712 | Time: 3047.53 ms
[2021-03-22 19:19:51 main:574] : INFO : Epoch 1549 | loss: 0.0311536 | val_loss: 0.0311687 | Time: 3115.01 ms
[2021-03-22 19:19:54 main:574] : INFO : Epoch 1550 | loss: 0.0311571 | val_loss: 0.0311709 | Time: 3154.92 ms
[2021-03-22 19:19:58 main:574] : INFO : Epoch 1551 | loss: 0.0311557 | val_loss: 0.0311659 | Time: 3218.06 ms
[2021-03-22 19:20:01 main:574] : INFO : Epoch 1552 | loss: 0.0311573 | val_loss: 0.0311646 | Time: 3048.44 ms
[2021-03-22 19:20:04 main:574] : INFO : Epoch 1553 | loss: 0.0311568 | val_loss: 0.0311647 | Time: 3217.96 ms
[2021-03-22 19:20:07 main:574] : INFO : Epoch 1554 | loss: 0.0311566 | val_loss: 0.0311668 | Time: 3210.43 ms
[2021-03-22 19:20:11 main:574] : INFO : Epoch 1555 | loss: 0.031154 | val_loss: 0.0311685 | Time: 3076.29 ms
[2021-03-22 19:20:14 main:574] : INFO : Epoch 1556 | loss: 0.0311541 | val_loss: 0.0311659 | Time: 3078.61 ms
[2021-03-22 19:20:17 main:574] : INFO : Epoch 1557 | loss: 0.0311538 | val_loss: 0.0311668 | Time: 3145.01 ms
[2021-03-22 19:20:20 main:574] : INFO : Epoch 1558 | loss: 0.0311558 | val_loss: 0.0311676 | Time: 3120.73 ms
[2021-03-22 19:20:23 main:574] : INFO : Epoch 1559 | loss: 0.0311568 | val_loss: 0.0311684 | Time: 3102.95 ms
[2021-03-22 19:20:26 main:574] : INFO : Epoch 1560 | loss: 0.0311558 | val_loss: 0.0311654 | Time: 3122.83 ms
[2021-03-22 19:20:29 main:574] : INFO : Epoch 1561 | loss: 0.0311553 | val_loss: 0.0311673 | Time: 3054.07 ms
[2021-03-22 19:20:33 main:574] : INFO : Epoch 1562 | loss: 0.0311553 | val_loss: 0.0311659 | Time: 3131.15 ms
[2021-03-22 19:20:36 main:574] : INFO : Epoch 1563 | loss: 0.0311558 | val_loss: 0.0311654 | Time: 3002.03 ms
[2021-03-22 19:20:39 main:574] : INFO : Epoch 1564 | loss: 0.0311544 | val_loss: 0.0311645 | Time: 3147.99 ms
[2021-03-22 19:20:42 main:574] : INFO : Epoch 1565 | loss: 0.0311541 | val_loss: 0.0311664 | Time: 3151.98 ms
[2021-03-22 19:20:45 main:574] : INFO : Epoch 1566 | loss: 0.0311537 | val_loss: 0.0311659 | Time: 3072.47 ms
[2021-03-22 19:20:48 main:574] : INFO : Epoch 1567 | loss: 0.0311538 | val_loss: 0.0311658 | Time: 3153.92 ms
[2021-03-22 19:20:52 main:574] : INFO : Epoch 1568 | loss: 0.0311533 | val_loss: 0.0311664 | Time: 3143.4 ms
[2021-03-22 19:20:55 main:574] : INFO : Epoch 1569 | loss: 0.0311523 | val_loss: 0.0311658 | Time: 3042.29 ms
[2021-03-22 19:20:58 main:574] : INFO : Epoch 1570 | loss: 0.0311522 | val_loss: 0.0311661 | Time: 3140.43 ms
[2021-03-22 19:21:01 main:574] : INFO : Epoch 1571 | loss: 0.031155 | val_loss: 0.0311637 | Time: 2973.59 ms
[2021-03-22 19:21:04 main:574] : INFO : Epoch 1572 | loss: 0.0311557 | val_loss: 0.031165 | Time: 3039.51 ms
[2021-03-22 19:21:07 main:574] : INFO : Epoch 1573 | loss: 0.0311535 | val_loss: 0.0311653 | Time: 3077.95 ms
[2021-03-22 19:21:10 main:574] : INFO : Epoch 1574 | loss: 0.0311525 | val_loss: 0.031169 | Time: 3105.61 ms
[2021-03-22 19:21:13 main:574] : INFO : Epoch 1575 | loss: 0.0311531 | val_loss: 0.0311674 | Time: 3121.88 ms
[2021-03-22 19:21:16 main:574] : INFO : Epoch 1576 | loss: 0.0311532 | val_loss: 0.0311653 | Time: 3012.22 ms
[2021-03-22 19:21:20 main:574] : INFO : Epoch 1577 | loss: 0.0311516 | val_loss: 0.0311675 | Time: 3065.25 ms
[2021-03-22 19:21:23 main:574] : INFO : Epoch 1578 | loss: 0.0311546 | val_loss: 0.0311653 | Time: 3061.06 ms
[2021-03-22 19:21:26 main:574] : INFO : Epoch 1579 | loss: 0.0311547 | val_loss: 0.0311641 | Time: 3056.61 ms
[2021-03-22 19:21:29 main:574] : INFO : Epoch 1580 | loss: 0.0311542 | val_loss: 0.0311746 | Time: 3133.04 ms
[2021-03-22 19:21:32 main:574] : INFO : Epoch 1581 | loss: 0.031159 | val_loss: 0.0311678 | Time: 2992.28 ms
[2021-03-22 19:21:35 main:574] : INFO : Epoch 1582 | loss: 0.031157 | val_loss: 0.031167 | Time: 3040.91 ms
[2021-03-22 19:21:38 main:574] : INFO : Epoch 1583 | loss: 0.0311555 | val_loss: 0.0311706 | Time: 3105.11 ms
[2021-03-22 19:21:41 main:574] : INFO : Epoch 1584 | loss: 0.0311571 | val_loss: 0.0311682 | Time: 3165.02 ms
[2021-03-22 19:21:45 main:574] : INFO : Epoch 1585 | loss: 0.031154 | val_loss: 0.0311683 | Time: 3081.4 ms
[2021-03-22 19:21:48 main:574] : INFO : Epoch 1586 | loss: 0.031154 | val_loss: 0.0311672 | Time: 3204.05 ms
[2021-03-22 19:21:51 main:574] : INFO : Epoch 1587 | loss: 0.0311523 | val_loss: 0.031169 | Time: 3089.02 ms
[2021-03-22 19:21:54 main:574] : INFO : Epoch 1588 | loss: 0.031152 | val_loss: 0.0311696 | Time: 3155.6 ms
[2021-03-22 19:21:57 main:574] : INFO : Epoch 1589 | loss: 0.0311511 | val_loss: 0.0311671 | Time: 3176.17 ms
[2021-03-22 19:22:01 main:574] : INFO : Epoch 1590 | loss: 0.0311502 | val_loss: 0.0311648 | Time: 3141.05 ms
[2021-03-22 19:22:04 main:574] : INFO : Epoch 1591 | loss: 0.0311507 | val_loss: 0.0311678 | Time: 3144.37 ms
[2021-03-22 19:22:07 main:574] : INFO : Epoch 1592 | loss: 0.0311514 | val_loss: 0.031166 | Time: 3125.8 ms
[2021-03-22 19:22:10 main:574] : INFO : Epoch 1593 | loss: 0.0311502 | val_loss: 0.0311675 | Time: 3158.36 ms
[2021-03-22 19:22:13 main:574] : INFO : Epoch 1594 | loss: 0.03115 | val_loss: 0.0311719 | Time: 3160.54 ms
[2021-03-22 19:22:16 main:574] : INFO : Epoch 1595 | loss: 0.0311515 | val_loss: 0.0311685 | Time: 2968.08 ms
[2021-03-22 19:22:20 main:574] : INFO : Epoch 1596 | loss: 0.03115 | val_loss: 0.0311699 | Time: 3115.79 ms
[2021-03-22 19:22:23 main:574] : INFO : Epoch 1597 | loss: 0.0311515 | val_loss: 0.0311699 | Time: 3076.64 ms
[2021-03-22 19:22:26 main:574] : INFO : Epoch 1598 | loss: 0.0311511 | val_loss: 0.0311734 | Time: 3067.64 ms
[2021-03-22 19:22:29 main:574] : INFO : Epoch 1599 | loss: 0.0311512 | val_loss: 0.0311685 | Time: 3035.28 ms
[2021-03-22 19:22:32 main:574] : INFO : Epoch 1600 | loss: 0.0311498 | val_loss: 0.0311698 | Time: 3000.04 ms
[2021-03-22 19:22:35 main:574] : INFO : Epoch 1601 | loss: 0.0311484 | val_loss: 0.0311668 | Time: 3127.9 ms
[2021-03-22 19:22:38 main:574] : INFO : Epoch 1602 | loss: 0.0311478 | val_loss: 0.0311676 | Time: 3153.96 ms
[2021-03-22 19:22:41 main:574] : INFO : Epoch 1603 | loss: 0.0311476 | val_loss: 0.0311677 | Time: 3154.17 ms
[2021-03-22 19:22:45 main:574] : INFO : Epoch 1604 | loss: 0.0311466 | val_loss: 0.0311679 | Time: 3142.16 ms
[2021-03-22 19:22:48 main:574] : INFO : Epoch 1605 | loss: 0.0311466 | val_loss: 0.0311658 | Time: 3113.81 ms
[2021-03-22 19:22:51 main:574] : INFO : Epoch 1606 | loss: 0.0311471 | val_loss: 0.0311643 | Time: 3099.53 ms
[2021-03-22 19:22:54 main:574] : INFO : Epoch 1607 | loss: 0.0311496 | val_loss: 0.0311697 | Time: 3128.65 ms
[2021-03-22 19:22:57 main:574] : INFO : Epoch 1608 | loss: 0.0311509 | val_loss: 0.0311689 | Time: 3103.31 ms
[2021-03-22 19:23:01 main:574] : INFO : Epoch 1609 | loss: 0.0311494 | val_loss: 0.0311685 | Time: 3224.64 ms
[2021-03-22 19:23:04 main:574] : INFO : Epoch 1610 | loss: 0.031149 | val_loss: 0.0311675 | Time: 3060.51 ms
[2021-03-22 19:23:07 main:574] : INFO : Epoch 1611 | loss: 0.0311473 | val_loss: 0.0311661 | Time: 3194.12 ms
[2021-03-22 19:23:10 main:574] : INFO : Epoch 1612 | loss: 0.0311464 | val_loss: 0.031167 | Time: 3121.79 ms
[2021-03-22 19:23:13 main:574] : INFO : Epoch 1613 | loss: 0.0311461 | val_loss: 0.031168 | Time: 3085.19 ms
[2021-03-22 19:23:16 main:574] : INFO : Epoch 1614 | loss: 0.0311472 | val_loss: 0.031171 | Time: 3157.48 ms
[2021-03-22 19:23:20 main:574] : INFO : Epoch 1615 | loss: 0.0311466 | val_loss: 0.0311708 | Time: 3193.95 ms
[2021-03-22 19:23:23 main:574] : INFO : Epoch 1616 | loss: 0.0311461 | val_loss: 0.0311681 | Time: 3078.53 ms
[2021-03-22 19:23:26 main:574] : INFO : Epoch 1617 | loss: 0.0311446 | val_loss: 0.0311694 | Time: 3142.69 ms
[2021-03-22 19:23:29 main:574] : INFO : Epoch 1618 | loss: 0.0311442 | val_loss: 0.0311702 | Time: 3204.53 ms
[2021-03-22 19:23:32 main:574] : INFO : Epoch 1619 | loss: 0.0311449 | val_loss: 0.0311759 | Time: 3159.29 ms
[2021-03-22 19:23:36 main:574] : INFO : Epoch 1620 | loss: 0.0311471 | val_loss: 0.0311695 | Time: 3162.56 ms
[2021-03-22 19:23:39 main:574] : INFO : Epoch 1621 | loss: 0.0311475 | val_loss: 0.0311699 | Time: 3049.89 ms
[2021-03-22 19:23:42 main:574] : INFO : Epoch 1622 | loss: 0.0311483 | val_loss: 0.0311711 | Time: 3022.58 ms
[2021-03-22 19:23:45 main:574] : INFO : Epoch 1623 | loss: 0.0311489 | val_loss: 0.0311698 | Time: 3041.47 ms
[2021-03-22 19:23:48 main:574] : INFO : Epoch 1624 | loss: 0.0311489 | val_loss: 0.0311723 | Time: 3143.06 ms
[2021-03-22 19:23:51 main:574] : INFO : Epoch 1625 | loss: 0.0311514 | val_loss: 0.0311677 | Time: 3116.44 ms
[2021-03-22 19:23:54 main:574] : INFO : Epoch 1626 | loss: 0.0311501 | val_loss: 0.031171 | Time: 3130.69 ms
[2021-03-22 19:23:58 main:574] : INFO : Epoch 1627 | loss: 0.0311504 | val_loss: 0.0311699 | Time: 3103.37 ms
[2021-03-22 19:24:01 main:574] : INFO : Epoch 1628 | loss: 0.0311516 | val_loss: 0.0311771 | Time: 2962.05 ms
[2021-03-22 19:24:04 main:574] : INFO : Epoch 1629 | loss: 0.0311515 | val_loss: 0.0311709 | Time: 3132.31 ms
[2021-03-22 19:24:07 main:574] : INFO : Epoch 1630 | loss: 0.0311502 | val_loss: 0.0311698 | Time: 3094.4 ms
[2021-03-22 19:24:10 main:574] : INFO : Epoch 1631 | loss: 0.0311533 | val_loss: 0.0311704 | Time: 3242.29 ms
[2021-03-22 19:24:13 main:574] : INFO : Epoch 1632 | loss: 0.0311525 | val_loss: 0.0311711 | Time: 3127.04 ms
[2021-03-22 19:24:16 main:574] : INFO : Epoch 1633 | loss: 0.0311533 | val_loss: 0.0311692 | Time: 3093 ms
[2021-03-22 19:24:20 main:574] : INFO : Epoch 1634 | loss: 0.0311559 | val_loss: 0.0311731 | Time: 3140.23 ms
[2021-03-22 19:24:23 main:574] : INFO : Epoch 1635 | loss: 0.0311609 | val_loss: 0.0311713 | Time: 3204.44 ms
[2021-03-22 19:24:26 main:574] : INFO : Epoch 1636 | loss: 0.031164 | val_loss: 0.0311713 | Time: 3108.38 ms
[2021-03-22 19:24:29 main:574] : INFO : Epoch 1637 | loss: 0.0311622 | val_loss: 0.0311714 | Time: 3007.4 ms
[2021-03-22 19:24:32 main:574] : INFO : Epoch 1638 | loss: 0.0311602 | val_loss: 0.0311713 | Time: 3151.81 ms
[2021-03-22 19:24:36 main:574] : INFO : Epoch 1639 | loss: 0.031159 | val_loss: 0.0311721 | Time: 3081.48 ms
[2021-03-22 19:24:39 main:574] : INFO : Epoch 1640 | loss: 0.0311573 | val_loss: 0.031172 | Time: 3219.72 ms
[2021-03-22 19:24:42 main:574] : INFO : Epoch 1641 | loss: 0.0311556 | val_loss: 0.0311699 | Time: 3129.83 ms
[2021-03-22 19:24:45 main:574] : INFO : Epoch 1642 | loss: 0.0311557 | val_loss: 0.03117 | Time: 3093.88 ms
[2021-03-22 19:24:48 main:574] : INFO : Epoch 1643 | loss: 0.0311553 | val_loss: 0.0311732 | Time: 3246.79 ms
[2021-03-22 19:24:51 main:574] : INFO : Epoch 1644 | loss: 0.0311554 | val_loss: 0.0311707 | Time: 3021.05 ms
[2021-03-22 19:24:55 main:574] : INFO : Epoch 1645 | loss: 0.0311572 | val_loss: 0.0311723 | Time: 3068.1 ms
[2021-03-22 19:24:58 main:574] : INFO : Epoch 1646 | loss: 0.0311555 | val_loss: 0.0311746 | Time: 3178.97 ms
[2021-03-22 19:25:01 main:574] : INFO : Epoch 1647 | loss: 0.0311556 | val_loss: 0.0311707 | Time: 3089.16 ms
[2021-03-22 19:25:04 main:574] : INFO : Epoch 1648 | loss: 0.0311544 | val_loss: 0.0311736 | Time: 3100.75 ms
[2021-03-22 19:25:07 main:574] : INFO : Epoch 1649 | loss: 0.0311536 | val_loss: 0.0311732 | Time: 3221.87 ms
[2021-03-22 19:25:11 main:574] : INFO : Epoch 1650 | loss: 0.0311535 | val_loss: 0.0311731 | Time: 3162.32 ms
[2021-03-22 19:25:14 main:574] : INFO : Epoch 1651 | loss: 0.0311559 | val_loss: 0.0311735 | Time: 3128.62 ms
[2021-03-22 19:25:17 main:574] : INFO : Epoch 1652 | loss: 0.0311564 | val_loss: 0.0311732 | Time: 3042.4 ms
[2021-03-22 19:25:20 main:574] : INFO : Epoch 1653 | loss: 0.0311544 | val_loss: 0.0311748 | Time: 3030.71 ms
[2021-03-22 19:25:23 main:574] : INFO : Epoch 1654 | loss: 0.0311526 | val_loss: 0.0311701 | Time: 3119.79 ms
[2021-03-22 19:25:26 main:574] : INFO : Epoch 1655 | loss: 0.0311519 | val_loss: 0.0311713 | Time: 3080.78 ms
[2021-03-22 19:25:29 main:574] : INFO : Epoch 1656 | loss: 0.0311522 | val_loss: 0.0311683 | Time: 3078.81 ms
[2021-03-22 19:25:32 main:574] : INFO : Epoch 1657 | loss: 0.031152 | val_loss: 0.031168 | Time: 3113.34 ms
[2021-03-22 19:25:36 main:574] : INFO : Epoch 1658 | loss: 0.0311518 | val_loss: 0.0311664 | Time: 3078.46 ms
[2021-03-22 19:25:39 main:574] : INFO : Epoch 1659 | loss: 0.0311512 | val_loss: 0.0311708 | Time: 3272.41 ms
[2021-03-22 19:25:42 main:574] : INFO : Epoch 1660 | loss: 0.0311509 | val_loss: 0.0311682 | Time: 3026.02 ms
[2021-03-22 19:25:45 main:574] : INFO : Epoch 1661 | loss: 0.0311504 | val_loss: 0.0311702 | Time: 3076.12 ms
[2021-03-22 19:25:48 main:574] : INFO : Epoch 1662 | loss: 0.0311494 | val_loss: 0.0311697 | Time: 3111.5 ms
[2021-03-22 19:25:51 main:574] : INFO : Epoch 1663 | loss: 0.0311481 | val_loss: 0.0311689 | Time: 3108.89 ms
[2021-03-22 19:25:55 main:574] : INFO : Epoch 1664 | loss: 0.0311485 | val_loss: 0.0311699 | Time: 3152.71 ms
[2021-03-22 19:25:58 main:574] : INFO : Epoch 1665 | loss: 0.0311463 | val_loss: 0.0311694 | Time: 3096.21 ms
[2021-03-22 19:26:01 main:574] : INFO : Epoch 1666 | loss: 0.0311522 | val_loss: 0.0311675 | Time: 3110.65 ms
[2021-03-22 19:26:04 main:574] : INFO : Epoch 1667 | loss: 0.0311529 | val_loss: 0.0311692 | Time: 3054.59 ms
[2021-03-22 19:26:07 main:574] : INFO : Epoch 1668 | loss: 0.0311504 | val_loss: 0.0311679 | Time: 3106.69 ms
[2021-03-22 19:26:10 main:574] : INFO : Epoch 1669 | loss: 0.031149 | val_loss: 0.0311698 | Time: 3173.97 ms
[2021-03-22 19:26:14 main:574] : INFO : Epoch 1670 | loss: 0.0311509 | val_loss: 0.031173 | Time: 3137.81 ms
[2021-03-22 19:26:17 main:574] : INFO : Epoch 1671 | loss: 0.0311485 | val_loss: 0.0311694 | Time: 3007.43 ms
[2021-03-22 19:26:20 main:574] : INFO : Epoch 1672 | loss: 0.0311495 | val_loss: 0.0311702 | Time: 3118.93 ms
[2021-03-22 19:26:23 main:574] : INFO : Epoch 1673 | loss: 0.0311495 | val_loss: 0.0311694 | Time: 3116.91 ms
[2021-03-22 19:26:26 main:574] : INFO : Epoch 1674 | loss: 0.0311515 | val_loss: 0.0311708 | Time: 3053.8 ms
[2021-03-22 19:26:29 main:574] : INFO : Epoch 1675 | loss: 0.0311531 | val_loss: 0.0311744 | Time: 3105.86 ms
[2021-03-22 19:26:32 main:574] : INFO : Epoch 1676 | loss: 0.0311514 | val_loss: 0.0311723 | Time: 3042.18 ms
[2021-03-22 19:26:35 main:574] : INFO : Epoch 1677 | loss: 0.0311504 | val_loss: 0.0311685 | Time: 3043.24 ms
[2021-03-22 19:26:39 main:574] : INFO : Epoch 1678 | loss: 0.0311504 | val_loss: 0.0311706 | Time: 3032.9 ms
[2021-03-22 19:26:42 main:574] : INFO : Epoch 1679 | loss: 0.0311499 | val_loss: 0.0311711 | Time: 3094 ms
[2021-03-22 19:26:45 main:574] : INFO : Epoch 1680 | loss: 0.0311489 | val_loss: 0.031168 | Time: 3057.39 ms
[2021-03-22 19:26:48 main:574] : INFO : Epoch 1681 | loss: 0.0311479 | val_loss: 0.0311718 | Time: 3010 ms
[2021-03-22 19:26:51 main:574] : INFO : Epoch 1682 | loss: 0.0311499 | val_loss: 0.031171 | Time: 2994.86 ms
[2021-03-22 19:26:54 main:574] : INFO : Epoch 1683 | loss: 0.0311547 | val_loss: 0.0311728 | Time: 3104.97 ms
[2021-03-22 19:26:57 main:574] : INFO : Epoch 1684 | loss: 0.0311517 | val_loss: 0.031172 | Time: 3102.57 ms
[2021-03-22 19:27:00 main:574] : INFO : Epoch 1685 | loss: 0.0311499 | val_loss: 0.0311719 | Time: 3137.68 ms
[2021-03-22 19:27:04 main:574] : INFO : Epoch 1686 | loss: 0.0311525 | val_loss: 0.0311721 | Time: 3103.46 ms
[2021-03-22 19:27:07 main:574] : INFO : Epoch 1687 | loss: 0.0311544 | val_loss: 0.0311697 | Time: 3086.38 ms
[2021-03-22 19:27:10 main:574] : INFO : Epoch 1688 | loss: 0.0311513 | val_loss: 0.0311678 | Time: 3024.91 ms
[2021-03-22 19:27:13 main:574] : INFO : Epoch 1689 | loss: 0.0311517 | val_loss: 0.0311708 | Time: 3037.25 ms
[2021-03-22 19:27:16 main:574] : INFO : Epoch 1690 | loss: 0.0311501 | val_loss: 0.0311705 | Time: 3061.24 ms
[2021-03-22 19:27:19 main:574] : INFO : Epoch 1691 | loss: 0.031149 | val_loss: 0.0311706 | Time: 3163.83 ms
[2021-03-22 19:27:22 main:574] : INFO : Epoch 1692 | loss: 0.0311616 | val_loss: 0.0311736 | Time: 3065.86 ms
[2021-03-22 19:27:25 main:574] : INFO : Epoch 1693 | loss: 0.0311606 | val_loss: 0.0311707 | Time: 3030.14 ms
[2021-03-22 19:27:28 main:574] : INFO : Epoch 1694 | loss: 0.0311592 | val_loss: 0.0311738 | Time: 3098.73 ms
[2021-03-22 19:27:32 main:574] : INFO : Epoch 1695 | loss: 0.0311622 | val_loss: 0.0311742 | Time: 3066.26 ms
[2021-03-22 19:27:35 main:574] : INFO : Epoch 1696 | loss: 0.0311603 | val_loss: 0.0311705 | Time: 3026.11 ms
[2021-03-22 19:27:38 main:574] : INFO : Epoch 1697 | loss: 0.0311586 | val_loss: 0.0311656 | Time: 3075.85 ms
[2021-03-22 19:27:41 main:574] : INFO : Epoch 1698 | loss: 0.0311561 | val_loss: 0.0311674 | Time: 3015.48 ms
[2021-03-22 19:27:44 main:574] : INFO : Epoch 1699 | loss: 0.0311538 | val_loss: 0.0311713 | Time: 3089.38 ms
[2021-03-22 19:27:47 main:574] : INFO : Epoch 1700 | loss: 0.031152 | val_loss: 0.0311681 | Time: 3028.51 ms
[2021-03-22 19:27:50 main:574] : INFO : Epoch 1701 | loss: 0.031154 | val_loss: 0.0311704 | Time: 3184.54 ms
[2021-03-22 19:27:53 main:574] : INFO : Epoch 1702 | loss: 0.0311522 | val_loss: 0.0311707 | Time: 3030.81 ms
[2021-03-22 19:27:57 main:574] : INFO : Epoch 1703 | loss: 0.0311519 | val_loss: 0.0311696 | Time: 3134.4 ms
[2021-03-22 19:28:00 main:574] : INFO : Epoch 1704 | loss: 0.0311501 | val_loss: 0.0311666 | Time: 3076.43 ms
[2021-03-22 19:28:03 main:574] : INFO : Epoch 1705 | loss: 0.0311519 | val_loss: 0.0311661 | Time: 3020.6 ms
[2021-03-22 19:28:06 main:574] : INFO : Epoch 1706 | loss: 0.0311522 | val_loss: 0.0311705 | Time: 3130.1 ms
[2021-03-22 19:28:09 main:574] : INFO : Epoch 1707 | loss: 0.0311529 | val_loss: 0.0311714 | Time: 3154.85 ms
[2021-03-22 19:28:12 main:574] : INFO : Epoch 1708 | loss: 0.0311635 | val_loss: 0.0311719 | Time: 3122.47 ms
[2021-03-22 19:28:15 main:574] : INFO : Epoch 1709 | loss: 0.0311656 | val_loss: 0.0311726 | Time: 3046.84 ms
[2021-03-22 19:28:19 main:574] : INFO : Epoch 1710 | loss: 0.0311666 | val_loss: 0.0311751 | Time: 3120.31 ms
[2021-03-22 19:28:22 main:574] : INFO : Epoch 1711 | loss: 0.0311652 | val_loss: 0.0311728 | Time: 2992.08 ms
[2021-03-22 19:28:25 main:574] : INFO : Epoch 1712 | loss: 0.0311636 | val_loss: 0.0311701 | Time: 3145.1 ms
[2021-03-22 19:28:28 main:574] : INFO : Epoch 1713 | loss: 0.031162 | val_loss: 0.0311699 | Time: 3052.78 ms
[2021-03-22 19:28:31 main:574] : INFO : Epoch 1714 | loss: 0.0311611 | val_loss: 0.0311724 | Time: 3066.45 ms
[2021-03-22 19:28:34 main:574] : INFO : Epoch 1715 | loss: 0.0311611 | val_loss: 0.0311728 | Time: 3058.32 ms
[2021-03-22 19:28:37 main:574] : INFO : Epoch 1716 | loss: 0.0311591 | val_loss: 0.0311718 | Time: 3045 ms
[2021-03-22 19:28:40 main:574] : INFO : Epoch 1717 | loss: 0.0311588 | val_loss: 0.0311708 | Time: 3067.69 ms
[2021-03-22 19:28:43 main:574] : INFO : Epoch 1718 | loss: 0.0311576 | val_loss: 0.0311732 | Time: 3086.56 ms
[2021-03-22 19:28:47 main:574] : INFO : Epoch 1719 | loss: 0.0311589 | val_loss: 0.0311705 | Time: 3071.24 ms
[2021-03-22 19:28:50 main:574] : INFO : Epoch 1720 | loss: 0.0311606 | val_loss: 0.0311691 | Time: 3040.89 ms
[2021-03-22 19:28:53 main:574] : INFO : Epoch 1721 | loss: 0.0311591 | val_loss: 0.0311704 | Time: 3045.08 ms
[2021-03-22 19:28:56 main:574] : INFO : Epoch 1722 | loss: 0.0311578 | val_loss: 0.0311721 | Time: 2992.49 ms
[2021-03-22 19:28:59 main:574] : INFO : Epoch 1723 | loss: 0.0311573 | val_loss: 0.0311683 | Time: 3145.57 ms
[2021-03-22 19:29:02 main:574] : INFO : Epoch 1724 | loss: 0.0311558 | val_loss: 0.0311666 | Time: 3068.59 ms
[2021-03-22 19:29:05 main:574] : INFO : Epoch 1725 | loss: 0.0311565 | val_loss: 0.0311715 | Time: 3182.8 ms
[2021-03-22 19:29:08 main:574] : INFO : Epoch 1726 | loss: 0.031158 | val_loss: 0.031167 | Time: 3089.77 ms
[2021-03-22 19:29:12 main:574] : INFO : Epoch 1727 | loss: 0.0311566 | val_loss: 0.0311681 | Time: 3167.22 ms
[2021-03-22 19:29:15 main:574] : INFO : Epoch 1728 | loss: 0.0311565 | val_loss: 0.0311697 | Time: 3079.64 ms
[2021-03-22 19:29:18 main:574] : INFO : Epoch 1729 | loss: 0.0311578 | val_loss: 0.0311682 | Time: 3002.08 ms
[2021-03-22 19:29:21 main:574] : INFO : Epoch 1730 | loss: 0.0311566 | val_loss: 0.0311694 | Time: 3118.81 ms
[2021-03-22 19:29:24 main:574] : INFO : Epoch 1731 | loss: 0.0311553 | val_loss: 0.0311698 | Time: 3082.99 ms
[2021-03-22 19:29:27 main:574] : INFO : Epoch 1732 | loss: 0.0311554 | val_loss: 0.0311694 | Time: 3047.89 ms
[2021-03-22 19:29:30 main:574] : INFO : Epoch 1733 | loss: 0.0311544 | val_loss: 0.0311699 | Time: 3033.32 ms
[2021-03-22 19:29:33 main:574] : INFO : Epoch 1734 | loss: 0.0311558 | val_loss: 0.0311699 | Time: 3117.82 ms
[2021-03-22 19:29:37 main:574] : INFO : Epoch 1735 | loss: 0.0311531 | val_loss: 0.0311687 | Time: 3164.77 ms
[2021-03-22 19:29:40 main:574] : INFO : Epoch 1736 | loss: 0.0311522 | val_loss: 0.0311684 | Time: 3139.2 ms
[2021-03-22 19:29:43 main:574] : INFO : Epoch 1737 | loss: 0.0311521 | val_loss: 0.0311691 | Time: 3067.68 ms
[2021-03-22 19:29:46 main:574] : INFO : Epoch 1738 | loss: 0.0311513 | val_loss: 0.0311702 | Time: 3130.76 ms
[2021-03-22 19:29:49 main:574] : INFO : Epoch 1739 | loss: 0.0311516 | val_loss: 0.0311696 | Time: 3076.86 ms
[2021-03-22 19:29:52 main:574] : INFO : Epoch 1740 | loss: 0.0311504 | val_loss: 0.0311701 | Time: 3182.15 ms
[2021-03-22 19:29:55 main:574] : INFO : Epoch 1741 | loss: 0.0311522 | val_loss: 0.0311682 | Time: 2928 ms
[2021-03-22 19:29:59 main:574] : INFO : Epoch 1742 | loss: 0.0311536 | val_loss: 0.0311697 | Time: 3086.27 ms
[2021-03-22 19:30:02 main:574] : INFO : Epoch 1743 | loss: 0.031154 | val_loss: 0.0311703 | Time: 3068.31 ms
[2021-03-22 19:30:05 main:574] : INFO : Epoch 1744 | loss: 0.0311526 | val_loss: 0.0311704 | Time: 3187.71 ms
[2021-03-22 19:30:08 main:574] : INFO : Epoch 1745 | loss: 0.0311532 | val_loss: 0.0311713 | Time: 3158.17 ms
[2021-03-22 19:30:11 main:574] : INFO : Epoch 1746 | loss: 0.0311521 | val_loss: 0.0311745 | Time: 3125.6 ms
[2021-03-22 19:30:15 main:574] : INFO : Epoch 1747 | loss: 0.0311517 | val_loss: 0.0311688 | Time: 3159.08 ms
[2021-03-22 19:30:18 main:574] : INFO : Epoch 1748 | loss: 0.0311528 | val_loss: 0.0311765 | Time: 3018.85 ms
[2021-03-22 19:30:21 main:574] : INFO : Epoch 1749 | loss: 0.0311532 | val_loss: 0.0311686 | Time: 3158.53 ms
[2021-03-22 19:30:24 main:574] : INFO : Epoch 1750 | loss: 0.0311553 | val_loss: 0.0311742 | Time: 3090.81 ms
[2021-03-22 19:30:27 main:574] : INFO : Epoch 1751 | loss: 0.0311595 | val_loss: 0.0311701 | Time: 3244.85 ms
[2021-03-22 19:30:31 main:574] : INFO : Epoch 1752 | loss: 0.0311601 | val_loss: 0.0311662 | Time: 3213.88 ms
[2021-03-22 19:30:34 main:574] : INFO : Epoch 1753 | loss: 0.0311573 | val_loss: 0.0311672 | Time: 2998 ms
[2021-03-22 19:30:37 main:574] : INFO : Epoch 1754 | loss: 0.031156 | val_loss: 0.0311652 | Time: 3183.91 ms
[2021-03-22 19:30:40 main:574] : INFO : Epoch 1755 | loss: 0.0311552 | val_loss: 0.0311633 | Time: 3137.88 ms
[2021-03-22 19:30:43 main:574] : INFO : Epoch 1756 | loss: 0.0311576 | val_loss: 0.0311761 | Time: 3071.11 ms
[2021-03-22 19:30:46 main:574] : INFO : Epoch 1757 | loss: 0.0311562 | val_loss: 0.0311662 | Time: 3135.96 ms
[2021-03-22 19:30:50 main:574] : INFO : Epoch 1758 | loss: 0.0311539 | val_loss: 0.0311627 | Time: 3193.09 ms
[2021-03-22 19:30:53 main:574] : INFO : Epoch 1759 | loss: 0.0311532 | val_loss: 0.0311641 | Time: 2985.54 ms
[2021-03-22 19:30:56 main:574] : INFO : Epoch 1760 | loss: 0.0311518 | val_loss: 0.0311629 | Time: 3158.78 ms
[2021-03-22 19:30:59 main:574] : INFO : Epoch 1761 | loss: 0.0311517 | val_loss: 0.031166 | Time: 3115.24 ms
[2021-03-22 19:31:02 main:574] : INFO : Epoch 1762 | loss: 0.0311523 | val_loss: 0.0311643 | Time: 3126.31 ms
[2021-03-22 19:31:05 main:574] : INFO : Epoch 1763 | loss: 0.0311523 | val_loss: 0.0311653 | Time: 3073.34 ms
[2021-03-22 19:31:08 main:574] : INFO : Epoch 1764 | loss: 0.0311543 | val_loss: 0.0311654 | Time: 3060.78 ms
[2021-03-22 19:31:11 main:574] : INFO : Epoch 1765 | loss: 0.0311527 | val_loss: 0.0311656 | Time: 3110.3 ms
[2021-03-22 19:31:15 main:574] : INFO : Epoch 1766 | loss: 0.0311515 | val_loss: 0.0311668 | Time: 3093.35 ms
[2021-03-22 19:31:18 main:574] : INFO : Epoch 1767 | loss: 0.0311521 | val_loss: 0.0311688 | Time: 3083.54 ms
[2021-03-22 19:31:21 main:574] : INFO : Epoch 1768 | loss: 0.0311529 | val_loss: 0.0311664 | Time: 3118.52 ms
[2021-03-22 19:31:24 main:574] : INFO : Epoch 1769 | loss: 0.0311541 | val_loss: 0.0311662 | Time: 3081.61 ms
[2021-03-22 19:31:27 main:574] : INFO : Epoch 1770 | loss: 0.031156 | val_loss: 0.0311698 | Time: 3123.5 ms
[2021-03-22 19:31:30 main:574] : INFO : Epoch 1771 | loss: 0.0311569 | val_loss: 0.0311695 | Time: 3063 ms
[2021-03-22 19:31:33 main:574] : INFO : Epoch 1772 | loss: 0.0311547 | val_loss: 0.0311698 | Time: 3022.72 ms
[2021-03-22 19:31:37 main:574] : INFO : Epoch 1773 | loss: 0.031156 | val_loss: 0.03117 | Time: 3079.94 ms
[2021-03-22 19:31:40 main:574] : INFO : Epoch 1774 | loss: 0.0311549 | val_loss: 0.0311693 | Time: 3157.25 ms
[2021-03-22 19:31:43 main:574] : INFO : Epoch 1775 | loss: 0.0311531 | val_loss: 0.0311728 | Time: 3120.85 ms
[2021-03-22 19:31:46 main:574] : INFO : Epoch 1776 | loss: 0.0311512 | val_loss: 0.03117 | Time: 3221.33 ms
[2021-03-22 19:31:49 main:574] : INFO : Epoch 1777 | loss: 0.0311504 | val_loss: 0.0311717 | Time: 3029.24 ms
[2021-03-22 19:31:52 main:574] : INFO : Epoch 1778 | loss: 0.0311505 | val_loss: 0.0311678 | Time: 3098.09 ms
[2021-03-22 19:31:55 main:574] : INFO : Epoch 1779 | loss: 0.0311505 | val_loss: 0.0311691 | Time: 2985.53 ms
[2021-03-22 19:31:59 main:574] : INFO : Epoch 1780 | loss: 0.0311492 | val_loss: 0.0311679 | Time: 3096.95 ms
[2021-03-22 19:32:02 main:574] : INFO : Epoch 1781 | loss: 0.03115 | val_loss: 0.0311694 | Time: 3197.28 ms
[2021-03-22 19:32:05 main:574] : INFO : Epoch 1782 | loss: 0.0311489 | val_loss: 0.0311694 | Time: 3054.49 ms
[2021-03-22 19:32:08 main:574] : INFO : Epoch 1783 | loss: 0.0311493 | val_loss: 0.0311692 | Time: 3126.01 ms
[2021-03-22 19:32:11 main:574] : INFO : Epoch 1784 | loss: 0.0311483 | val_loss: 0.0311666 | Time: 3128.18 ms
[2021-03-22 19:32:14 main:574] : INFO : Epoch 1785 | loss: 0.0311471 | val_loss: 0.0311686 | Time: 3127.27 ms
[2021-03-22 19:32:18 main:574] : INFO : Epoch 1786 | loss: 0.0311503 | val_loss: 0.0311737 | Time: 3089.12 ms
[2021-03-22 19:32:21 main:574] : INFO : Epoch 1787 | loss: 0.0311511 | val_loss: 0.0311692 | Time: 3085.49 ms
[2021-03-22 19:32:24 main:574] : INFO : Epoch 1788 | loss: 0.0311502 | val_loss: 0.0311708 | Time: 3216.36 ms
[2021-03-22 19:32:27 main:574] : INFO : Epoch 1789 | loss: 0.0311495 | val_loss: 0.0311671 | Time: 3056.11 ms
[2021-03-22 19:32:30 main:574] : INFO : Epoch 1790 | loss: 0.0311496 | val_loss: 0.0311687 | Time: 3117.33 ms
[2021-03-22 19:32:33 main:574] : INFO : Epoch 1791 | loss: 0.0311514 | val_loss: 0.0311749 | Time: 3106.82 ms
[2021-03-22 19:32:36 main:574] : INFO : Epoch 1792 | loss: 0.0311509 | val_loss: 0.0311697 | Time: 3112.16 ms
[2021-03-22 19:32:40 main:574] : INFO : Epoch 1793 | loss: 0.0311487 | val_loss: 0.0311687 | Time: 3097.64 ms
[2021-03-22 19:32:43 main:574] : INFO : Epoch 1794 | loss: 0.0311477 | val_loss: 0.0311682 | Time: 3090.96 ms
[2021-03-22 19:32:46 main:574] : INFO : Epoch 1795 | loss: 0.0311479 | val_loss: 0.031172 | Time: 3106.22 ms
[2021-03-22 19:32:49 main:574] : INFO : Epoch 1796 | loss: 0.0311477 | val_loss: 0.0311723 | Time: 3071.32 ms
[2021-03-22 19:32:52 main:574] : INFO : Epoch 1797 | loss: 0.0311483 | val_loss: 0.0311723 | Time: 3015.12 ms
[2021-03-22 19:32:55 main:574] : INFO : Epoch 1798 | loss: 0.0311506 | val_loss: 0.0311697 | Time: 3114.34 ms
[2021-03-22 19:32:58 main:574] : INFO : Epoch 1799 | loss: 0.0311532 | val_loss: 0.0311647 | Time: 3065.14 ms
[2021-03-22 19:33:02 main:574] : INFO : Epoch 1800 | loss: 0.0311528 | val_loss: 0.0311705 | Time: 3140.08 ms
[2021-03-22 19:33:05 main:574] : INFO : Epoch 1801 | loss: 0.0311529 | val_loss: 0.0311743 | Time: 3081.25 ms
[2021-03-22 19:33:08 main:574] : INFO : Epoch 1802 | loss: 0.0311515 | val_loss: 0.031171 | Time: 3142.04 ms
[2021-03-22 19:33:11 main:574] : INFO : Epoch 1803 | loss: 0.0311516 | val_loss: 0.0311746 | Time: 3078.51 ms
[2021-03-22 19:33:14 main:574] : INFO : Epoch 1804 | loss: 0.0311508 | val_loss: 0.0311721 | Time: 3150.84 ms
[2021-03-22 19:33:17 main:574] : INFO : Epoch 1805 | loss: 0.0311502 | val_loss: 0.0311711 | Time: 3145.56 ms
[2021-03-22 19:33:20 main:574] : INFO : Epoch 1806 | loss: 0.0311507 | val_loss: 0.0311689 | Time: 3024.96 ms
[2021-03-22 19:33:24 main:574] : INFO : Epoch 1807 | loss: 0.0311493 | val_loss: 0.0311702 | Time: 3075.2 ms
[2021-03-22 19:33:27 main:574] : INFO : Epoch 1808 | loss: 0.0311494 | val_loss: 0.0311679 | Time: 3126.87 ms
[2021-03-22 19:33:30 main:574] : INFO : Epoch 1809 | loss: 0.0311504 | val_loss: 0.0311678 | Time: 3126.63 ms
[2021-03-22 19:33:33 main:574] : INFO : Epoch 1810 | loss: 0.0311512 | val_loss: 0.0311707 | Time: 3046.69 ms
[2021-03-22 19:33:36 main:574] : INFO : Epoch 1811 | loss: 0.0311532 | val_loss: 0.031173 | Time: 2939.77 ms
[2021-03-22 19:33:39 main:574] : INFO : Epoch 1812 | loss: 0.0311509 | val_loss: 0.0311753 | Time: 3011.01 ms
[2021-03-22 19:33:42 main:574] : INFO : Epoch 1813 | loss: 0.0311533 | val_loss: 0.0311745 | Time: 3090.91 ms
[2021-03-22 19:33:46 main:574] : INFO : Epoch 1814 | loss: 0.031149 | val_loss: 0.0311739 | Time: 3260.97 ms
[2021-03-22 19:33:49 main:574] : INFO : Epoch 1815 | loss: 0.0311507 | val_loss: 0.0311731 | Time: 3170.58 ms
[2021-03-22 19:33:52 main:574] : INFO : Epoch 1816 | loss: 0.0311486 | val_loss: 0.0311726 | Time: 3100.32 ms
[2021-03-22 19:33:55 main:574] : INFO : Epoch 1817 | loss: 0.0311476 | val_loss: 0.0311702 | Time: 3010.08 ms
[2021-03-22 19:33:58 main:574] : INFO : Epoch 1818 | loss: 0.0311475 | val_loss: 0.0311737 | Time: 3216.9 ms
[2021-03-22 19:34:01 main:574] : INFO : Epoch 1819 | loss: 0.0311486 | val_loss: 0.0311713 | Time: 3097.58 ms
[2021-03-22 19:34:04 main:574] : INFO : Epoch 1820 | loss: 0.0311469 | val_loss: 0.0311709 | Time: 3026.33 ms
[2021-03-22 19:34:08 main:574] : INFO : Epoch 1821 | loss: 0.0311478 | val_loss: 0.0311729 | Time: 3157.14 ms
[2021-03-22 19:34:11 main:574] : INFO : Epoch 1822 | loss: 0.0311478 | val_loss: 0.0311707 | Time: 3243.84 ms
[2021-03-22 19:34:14 main:574] : INFO : Epoch 1823 | loss: 0.0311463 | val_loss: 0.0311728 | Time: 2972.42 ms
[2021-03-22 19:34:17 main:574] : INFO : Epoch 1824 | loss: 0.0311462 | val_loss: 0.0311739 | Time: 3175.83 ms
[2021-03-22 19:34:20 main:574] : INFO : Epoch 1825 | loss: 0.0311476 | val_loss: 0.0311705 | Time: 3137.78 ms
[2021-03-22 19:34:23 main:574] : INFO : Epoch 1826 | loss: 0.03115 | val_loss: 0.0311725 | Time: 3112.2 ms
[2021-03-22 19:34:27 main:574] : INFO : Epoch 1827 | loss: 0.0311475 | val_loss: 0.031175 | Time: 3196.28 ms
[2021-03-22 19:34:30 main:574] : INFO : Epoch 1828 | loss: 0.0311491 | val_loss: 0.0311747 | Time: 3076.03 ms
[2021-03-22 19:34:33 main:574] : INFO : Epoch 1829 | loss: 0.0311511 | val_loss: 0.0311811 | Time: 3051.52 ms
[2021-03-22 19:34:36 main:574] : INFO : Epoch 1830 | loss: 0.031151 | val_loss: 0.0311732 | Time: 3162.88 ms
[2021-03-22 19:34:39 main:574] : INFO : Epoch 1831 | loss: 0.0311472 | val_loss: 0.0311735 | Time: 3125.55 ms
[2021-03-22 19:34:43 main:574] : INFO : Epoch 1832 | loss: 0.0311481 | val_loss: 0.0311732 | Time: 3133.25 ms
[2021-03-22 19:34:46 main:574] : INFO : Epoch 1833 | loss: 0.0311508 | val_loss: 0.0311782 | Time: 3164.55 ms
[2021-03-22 19:34:49 main:574] : INFO : Epoch 1834 | loss: 0.0311531 | val_loss: 0.031173 | Time: 3019.66 ms
[2021-03-22 19:34:52 main:574] : INFO : Epoch 1835 | loss: 0.0311493 | val_loss: 0.0311736 | Time: 3074.25 ms
[2021-03-22 19:34:55 main:574] : INFO : Epoch 1836 | loss: 0.0311519 | val_loss: 0.0311706 | Time: 2984.72 ms
[2021-03-22 19:34:58 main:574] : INFO : Epoch 1837 | loss: 0.0311544 | val_loss: 0.031171 | Time: 3091.95 ms
[2021-03-22 19:35:01 main:574] : INFO : Epoch 1838 | loss: 0.0311585 | val_loss: 0.031176 | Time: 3146.3 ms
[2021-03-22 19:35:04 main:574] : INFO : Epoch 1839 | loss: 0.0311558 | val_loss: 0.0311754 | Time: 3132.96 ms
[2021-03-22 19:35:08 main:574] : INFO : Epoch 1840 | loss: 0.0311541 | val_loss: 0.0311722 | Time: 3001.65 ms
[2021-03-22 19:35:11 main:574] : INFO : Epoch 1841 | loss: 0.0311557 | val_loss: 0.0311715 | Time: 3016.65 ms
[2021-03-22 19:35:14 main:574] : INFO : Epoch 1842 | loss: 0.0311543 | val_loss: 0.0311728 | Time: 3129.96 ms
[2021-03-22 19:35:17 main:574] : INFO : Epoch 1843 | loss: 0.0311528 | val_loss: 0.0311766 | Time: 3181.19 ms
[2021-03-22 19:35:20 main:574] : INFO : Epoch 1844 | loss: 0.0311533 | val_loss: 0.0311757 | Time: 3093.2 ms
[2021-03-22 19:35:23 main:574] : INFO : Epoch 1845 | loss: 0.0311565 | val_loss: 0.0311735 | Time: 3185.51 ms
[2021-03-22 19:35:27 main:574] : INFO : Epoch 1846 | loss: 0.0311539 | val_loss: 0.0311762 | Time: 3175.2 ms
[2021-03-22 19:35:30 main:574] : INFO : Epoch 1847 | loss: 0.0311569 | val_loss: 0.0311758 | Time: 3084.39 ms
[2021-03-22 19:35:33 main:574] : INFO : Epoch 1848 | loss: 0.0311551 | val_loss: 0.0311756 | Time: 3062.18 ms
[2021-03-22 19:35:36 main:574] : INFO : Epoch 1849 | loss: 0.0311549 | val_loss: 0.0311756 | Time: 3049.31 ms
[2021-03-22 19:35:39 main:574] : INFO : Epoch 1850 | loss: 0.0311544 | val_loss: 0.0311809 | Time: 3237.59 ms
[2021-03-22 19:35:42 main:574] : INFO : Epoch 1851 | loss: 0.0311585 | val_loss: 0.0311732 | Time: 3009.48 ms
[2021-03-22 19:35:45 main:574] : INFO : Epoch 1852 | loss: 0.0311587 | val_loss: 0.0311775 | Time: 3126.62 ms
[2021-03-22 19:35:49 main:574] : INFO : Epoch 1853 | loss: 0.0311605 | val_loss: 0.0311724 | Time: 3035.7 ms
[2021-03-22 19:35:52 main:574] : INFO : Epoch 1854 | loss: 0.0311572 | val_loss: 0.0311709 | Time: 3084.82 ms
[2021-03-22 19:35:55 main:574] : INFO : Epoch 1855 | loss: 0.0311571 | val_loss: 0.0311737 | Time: 3187.09 ms
[2021-03-22 19:35:58 main:574] : INFO : Epoch 1856 | loss: 0.0311562 | val_loss: 0.0311714 | Time: 3098.43 ms
[2021-03-22 19:36:01 main:574] : INFO : Epoch 1857 | loss: 0.0311626 | val_loss: 0.0311715 | Time: 3214.78 ms
[2021-03-22 19:36:05 main:574] : INFO : Epoch 1858 | loss: 0.0311648 | val_loss: 0.0311732 | Time: 3179.21 ms
[2021-03-22 19:36:08 main:574] : INFO : Epoch 1859 | loss: 0.0311622 | val_loss: 0.0311707 | Time: 3061.23 ms
[2021-03-22 19:36:11 main:574] : INFO : Epoch 1860 | loss: 0.0311603 | val_loss: 0.0311749 | Time: 3096.59 ms
[2021-03-22 19:36:14 main:574] : INFO : Epoch 1861 | loss: 0.0311611 | val_loss: 0.0311751 | Time: 3087.08 ms
[2021-03-22 19:36:17 main:574] : INFO : Epoch 1862 | loss: 0.0311635 | val_loss: 0.0311727 | Time: 2980.09 ms
[2021-03-22 19:36:20 main:574] : INFO : Epoch 1863 | loss: 0.0311612 | val_loss: 0.0311721 | Time: 3085.6 ms
[2021-03-22 19:36:23 main:574] : INFO : Epoch 1864 | loss: 0.0311614 | val_loss: 0.0311701 | Time: 3140.76 ms
[2021-03-22 19:36:26 main:574] : INFO : Epoch 1865 | loss: 0.0311597 | val_loss: 0.0311688 | Time: 3114.01 ms
[2021-03-22 19:36:30 main:574] : INFO : Epoch 1866 | loss: 0.0311601 | val_loss: 0.0311692 | Time: 3128.61 ms
[2021-03-22 19:36:33 main:574] : INFO : Epoch 1867 | loss: 0.0311582 | val_loss: 0.0311686 | Time: 2961.6 ms
[2021-03-22 19:36:36 main:574] : INFO : Epoch 1868 | loss: 0.0311567 | val_loss: 0.0311707 | Time: 3150.01 ms
[2021-03-22 19:36:39 main:574] : INFO : Epoch 1869 | loss: 0.0311548 | val_loss: 0.0311706 | Time: 3110.76 ms
[2021-03-22 19:36:42 main:574] : INFO : Epoch 1870 | loss: 0.0311536 | val_loss: 0.0311723 | Time: 3189.98 ms
[2021-03-22 19:36:45 main:574] : INFO : Epoch 1871 | loss: 0.0311536 | val_loss: 0.0311672 | Time: 3056.2 ms
[2021-03-22 19:36:48 main:574] : INFO : Epoch 1872 | loss: 0.0311534 | val_loss: 0.0311687 | Time: 3031.32 ms
[2021-03-22 19:36:51 main:574] : INFO : Epoch 1873 | loss: 0.0311533 | val_loss: 0.0311712 | Time: 2959.58 ms
[2021-03-22 19:36:55 main:574] : INFO : Epoch 1874 | loss: 0.0311537 | val_loss: 0.0311693 | Time: 3120.33 ms
[2021-03-22 19:36:58 main:574] : INFO : Epoch 1875 | loss: 0.0311563 | val_loss: 0.03117 | Time: 3218.55 ms
[2021-03-22 19:37:01 main:574] : INFO : Epoch 1876 | loss: 0.0311542 | val_loss: 0.0311689 | Time: 3123.16 ms
[2021-03-22 19:37:04 main:574] : INFO : Epoch 1877 | loss: 0.0311522 | val_loss: 0.0311668 | Time: 3100.12 ms
[2021-03-22 19:37:07 main:574] : INFO : Epoch 1878 | loss: 0.031155 | val_loss: 0.031173 | Time: 3115.13 ms
[2021-03-22 19:37:10 main:574] : INFO : Epoch 1879 | loss: 0.0311556 | val_loss: 0.0311724 | Time: 3108.1 ms
[2021-03-22 19:37:14 main:574] : INFO : Epoch 1880 | loss: 0.0311544 | val_loss: 0.0311718 | Time: 3071.84 ms
[2021-03-22 19:37:17 main:574] : INFO : Epoch 1881 | loss: 0.0311541 | val_loss: 0.0311721 | Time: 3116.33 ms
[2021-03-22 19:37:20 main:574] : INFO : Epoch 1882 | loss: 0.0311551 | val_loss: 0.0311723 | Time: 3041.67 ms
[2021-03-22 19:37:23 main:574] : INFO : Epoch 1883 | loss: 0.0311534 | val_loss: 0.0311695 | Time: 3094.81 ms
[2021-03-22 19:37:26 main:574] : INFO : Epoch 1884 | loss: 0.0311523 | val_loss: 0.03117 | Time: 3064.99 ms
[2021-03-22 19:37:29 main:574] : INFO : Epoch 1885 | loss: 0.0311524 | val_loss: 0.0311704 | Time: 3097.46 ms
[2021-03-22 19:37:32 main:574] : INFO : Epoch 1886 | loss: 0.0311552 | val_loss: 0.0311733 | Time: 3043.72 ms
[2021-03-22 19:37:36 main:574] : INFO : Epoch 1887 | loss: 0.0311539 | val_loss: 0.0311672 | Time: 3166.63 ms
[2021-03-22 19:37:39 main:574] : INFO : Epoch 1888 | loss: 0.0311518 | val_loss: 0.0311692 | Time: 3101.19 ms
[2021-03-22 19:37:42 main:574] : INFO : Epoch 1889 | loss: 0.031153 | val_loss: 0.0311711 | Time: 3038.97 ms
[2021-03-22 19:37:45 main:574] : INFO : Epoch 1890 | loss: 0.0311524 | val_loss: 0.0311704 | Time: 3097.79 ms
[2021-03-22 19:37:48 main:574] : INFO : Epoch 1891 | loss: 0.0311524 | val_loss: 0.031169 | Time: 3198.9 ms
[2021-03-22 19:37:51 main:574] : INFO : Epoch 1892 | loss: 0.0311562 | val_loss: 0.031171 | Time: 3086.33 ms
[2021-03-22 19:37:54 main:574] : INFO : Epoch 1893 | loss: 0.0311574 | val_loss: 0.0311706 | Time: 3056.72 ms
[2021-03-22 19:37:58 main:574] : INFO : Epoch 1894 | loss: 0.0311572 | val_loss: 0.0311673 | Time: 3139.66 ms
[2021-03-22 19:38:01 main:574] : INFO : Epoch 1895 | loss: 0.0311576 | val_loss: 0.0311697 | Time: 3029.85 ms
[2021-03-22 19:38:04 main:574] : INFO : Epoch 1896 | loss: 0.0311569 | val_loss: 0.0311667 | Time: 3131.8 ms
[2021-03-22 19:38:07 main:574] : INFO : Epoch 1897 | loss: 0.0311559 | val_loss: 0.0311691 | Time: 3116.72 ms
[2021-03-22 19:38:10 main:574] : INFO : Epoch 1898 | loss: 0.031156 | val_loss: 0.0311677 | Time: 3021.67 ms
[2021-03-22 19:38:13 main:574] : INFO : Epoch 1899 | loss: 0.0311552 | val_loss: 0.0311685 | Time: 3046.64 ms
[2021-03-22 19:38:16 main:574] : INFO : Epoch 1900 | loss: 0.0311524 | val_loss: 0.0311711 | Time: 3067.41 ms
[2021-03-22 19:38:19 main:574] : INFO : Epoch 1901 | loss: 0.0311518 | val_loss: 0.0311671 | Time: 3158.11 ms
[2021-03-22 19:38:23 main:574] : INFO : Epoch 1902 | loss: 0.0311508 | val_loss: 0.0311655 | Time: 3209.22 ms
[2021-03-22 19:38:26 main:574] : INFO : Epoch 1903 | loss: 0.0311528 | val_loss: 0.0311658 | Time: 3110.23 ms
[2021-03-22 19:38:29 main:574] : INFO : Epoch 1904 | loss: 0.0311533 | val_loss: 0.0311676 | Time: 3133.31 ms
[2021-03-22 19:38:32 main:574] : INFO : Epoch 1905 | loss: 0.0311556 | val_loss: 0.0311692 | Time: 3162.41 ms
[2021-03-22 19:38:36 main:574] : INFO : Epoch 1906 | loss: 0.0311547 | val_loss: 0.0311687 | Time: 3197.67 ms
[2021-03-22 19:38:39 main:574] : INFO : Epoch 1907 | loss: 0.0311509 | val_loss: 0.0311677 | Time: 3093.4 ms
[2021-03-22 19:38:42 main:574] : INFO : Epoch 1908 | loss: 0.0311502 | val_loss: 0.0311679 | Time: 3075.65 ms
[2021-03-22 19:38:45 main:574] : INFO : Epoch 1909 | loss: 0.0311498 | val_loss: 0.031174 | Time: 3143.56 ms
[2021-03-22 19:38:48 main:574] : INFO : Epoch 1910 | loss: 0.0311513 | val_loss: 0.0311689 | Time: 3090.29 ms
[2021-03-22 19:38:51 main:574] : INFO : Epoch 1911 | loss: 0.0311517 | val_loss: 0.0311663 | Time: 3174.26 ms
[2021-03-22 19:38:55 main:574] : INFO : Epoch 1912 | loss: 0.0311516 | val_loss: 0.0311697 | Time: 3145.69 ms
[2021-03-22 19:38:58 main:574] : INFO : Epoch 1913 | loss: 0.0311503 | val_loss: 0.0311766 | Time: 3082.68 ms
[2021-03-22 19:39:01 main:574] : INFO : Epoch 1914 | loss: 0.0311541 | val_loss: 0.0311685 | Time: 3081.89 ms
[2021-03-22 19:39:04 main:574] : INFO : Epoch 1915 | loss: 0.0311592 | val_loss: 0.0311731 | Time: 3055.5 ms
[2021-03-22 19:39:07 main:574] : INFO : Epoch 1916 | loss: 0.0311579 | val_loss: 0.0311677 | Time: 3161.16 ms
[2021-03-22 19:39:10 main:574] : INFO : Epoch 1917 | loss: 0.0311601 | val_loss: 0.031168 | Time: 3100.14 ms
[2021-03-22 19:39:13 main:574] : INFO : Epoch 1918 | loss: 0.0311603 | val_loss: 0.0311694 | Time: 3107.33 ms
[2021-03-22 19:39:17 main:574] : INFO : Epoch 1919 | loss: 0.0311585 | val_loss: 0.0311684 | Time: 3179.38 ms
[2021-03-22 19:39:20 main:574] : INFO : Epoch 1920 | loss: 0.0311586 | val_loss: 0.0311687 | Time: 3114.76 ms
[2021-03-22 19:39:23 main:574] : INFO : Epoch 1921 | loss: 0.0311584 | val_loss: 0.0311736 | Time: 3167.16 ms
[2021-03-22 19:39:26 main:574] : INFO : Epoch 1922 | loss: 0.0311586 | val_loss: 0.0311716 | Time: 3067.04 ms
[2021-03-22 19:39:29 main:574] : INFO : Epoch 1923 | loss: 0.0311576 | val_loss: 0.0311711 | Time: 3156.59 ms
[2021-03-22 19:39:33 main:574] : INFO : Epoch 1924 | loss: 0.031155 | val_loss: 0.0311722 | Time: 3074.74 ms
[2021-03-22 19:39:36 main:574] : INFO : Epoch 1925 | loss: 0.0311535 | val_loss: 0.0311723 | Time: 3160.6 ms
[2021-03-22 19:39:39 main:574] : INFO : Epoch 1926 | loss: 0.0311536 | val_loss: 0.0311693 | Time: 3001.09 ms
[2021-03-22 19:39:42 main:574] : INFO : Epoch 1927 | loss: 0.0311573 | val_loss: 0.0311682 | Time: 3116.53 ms
[2021-03-22 19:39:45 main:574] : INFO : Epoch 1928 | loss: 0.0311559 | val_loss: 0.0311683 | Time: 3020.01 ms
[2021-03-22 19:39:48 main:574] : INFO : Epoch 1929 | loss: 0.0311539 | val_loss: 0.0311686 | Time: 3136.68 ms
[2021-03-22 19:39:51 main:574] : INFO : Epoch 1930 | loss: 0.0311543 | val_loss: 0.0311679 | Time: 3146.81 ms
[2021-03-22 19:39:55 main:574] : INFO : Epoch 1931 | loss: 0.0311526 | val_loss: 0.0311665 | Time: 3146.47 ms
[2021-03-22 19:39:58 main:574] : INFO : Epoch 1932 | loss: 0.031151 | val_loss: 0.0311677 | Time: 3019.06 ms
[2021-03-22 19:40:01 main:574] : INFO : Epoch 1933 | loss: 0.0311504 | val_loss: 0.0311711 | Time: 3076.06 ms
[2021-03-22 19:40:04 main:574] : INFO : Epoch 1934 | loss: 0.0311505 | val_loss: 0.031166 | Time: 3174.37 ms
[2021-03-22 19:40:07 main:574] : INFO : Epoch 1935 | loss: 0.0311491 | val_loss: 0.0311755 | Time: 3156.97 ms
[2021-03-22 19:40:10 main:574] : INFO : Epoch 1936 | loss: 0.0311486 | val_loss: 0.0311674 | Time: 3162.66 ms
[2021-03-22 19:40:14 main:574] : INFO : Epoch 1937 | loss: 0.0311492 | val_loss: 0.0311683 | Time: 3217.32 ms
[2021-03-22 19:40:17 main:574] : INFO : Epoch 1938 | loss: 0.0311488 | val_loss: 0.0311682 | Time: 3128.21 ms
[2021-03-22 19:40:20 main:574] : INFO : Epoch 1939 | loss: 0.0311489 | val_loss: 0.0311689 | Time: 3133.04 ms
[2021-03-22 19:40:23 main:574] : INFO : Epoch 1940 | loss: 0.0311506 | val_loss: 0.0311705 | Time: 3047.34 ms
[2021-03-22 19:40:26 main:574] : INFO : Epoch 1941 | loss: 0.031149 | val_loss: 0.0311666 | Time: 3088.24 ms
[2021-03-22 19:40:29 main:574] : INFO : Epoch 1942 | loss: 0.0311472 | val_loss: 0.0311686 | Time: 3125.1 ms
[2021-03-22 19:40:33 main:574] : INFO : Epoch 1943 | loss: 0.031147 | val_loss: 0.031169 | Time: 3065.53 ms
[2021-03-22 19:40:36 main:574] : INFO : Epoch 1944 | loss: 0.0311491 | val_loss: 0.0311712 | Time: 3074.06 ms
[2021-03-22 19:40:39 main:574] : INFO : Epoch 1945 | loss: 0.0311499 | val_loss: 0.0311676 | Time: 3255.77 ms
[2021-03-22 19:40:42 main:574] : INFO : Epoch 1946 | loss: 0.0311503 | val_loss: 0.0311683 | Time: 3127.7 ms
[2021-03-22 19:40:45 main:574] : INFO : Epoch 1947 | loss: 0.0311493 | val_loss: 0.0311689 | Time: 3286.61 ms
[2021-03-22 19:40:49 main:574] : INFO : Epoch 1948 | loss: 0.031149 | val_loss: 0.0311691 | Time: 3236.64 ms
[2021-03-22 19:40:52 main:574] : INFO : Epoch 1949 | loss: 0.0311476 | val_loss: 0.0311712 | Time: 3141.16 ms
[2021-03-22 19:40:55 main:574] : INFO : Epoch 1950 | loss: 0.0311466 | val_loss: 0.0311727 | Time: 3163.95 ms
[2021-03-22 19:40:58 main:574] : INFO : Epoch 1951 | loss: 0.0311458 | val_loss: 0.03117 | Time: 3141.56 ms
[2021-03-22 19:41:01 main:574] : INFO : Epoch 1952 | loss: 0.031147 | val_loss: 0.0311764 | Time: 3092.44 ms
[2021-03-22 19:41:05 main:574] : INFO : Epoch 1953 | loss: 0.0311453 | val_loss: 0.03117 | Time: 3039.3 ms
[2021-03-22 19:41:08 main:574] : INFO : Epoch 1954 | loss: 0.0311445 | val_loss: 0.0311699 | Time: 3201.97 ms
[2021-03-22 19:41:11 main:574] : INFO : Epoch 1955 | loss: 0.0311453 | val_loss: 0.0311717 | Time: 3154.73 ms
[2021-03-22 19:41:14 main:574] : INFO : Epoch 1956 | loss: 0.0311468 | val_loss: 0.0311706 | Time: 3053.06 ms
[2021-03-22 19:41:17 main:574] : INFO : Epoch 1957 | loss: 0.0311471 | val_loss: 0.0311708 | Time: 3079.78 ms
[2021-03-22 19:41:20 main:574] : INFO : Epoch 1958 | loss: 0.0311489 | val_loss: 0.0311707 | Time: 3155.47 ms
[2021-03-22 19:41:23 main:574] : INFO : Epoch 1959 | loss: 0.0311574 | val_loss: 0.0311712 | Time: 2975.92 ms
[2021-03-22 19:41:27 main:574] : INFO : Epoch 1960 | loss: 0.0311567 | val_loss: 0.031173 | Time: 3052.46 ms
[2021-03-22 19:41:30 main:574] : INFO : Epoch 1961 | loss: 0.0311539 | val_loss: 0.0311714 | Time: 3093.27 ms
[2021-03-22 19:41:33 main:574] : INFO : Epoch 1962 | loss: 0.0311532 | val_loss: 0.0311708 | Time: 3211.29 ms
[2021-03-22 19:41:36 main:574] : INFO : Epoch 1963 | loss: 0.0311542 | val_loss: 0.0311728 | Time: 3038.58 ms
[2021-03-22 19:41:39 main:574] : INFO : Epoch 1964 | loss: 0.0311548 | val_loss: 0.0311713 | Time: 3067.86 ms
[2021-03-22 19:41:42 main:574] : INFO : Epoch 1965 | loss: 0.0311527 | val_loss: 0.0311707 | Time: 3072.52 ms
[2021-03-22 19:41:45 main:574] : INFO : Epoch 1966 | loss: 0.031151 | val_loss: 0.0311714 | Time: 3084.48 ms
[2021-03-22 19:41:48 main:574] : INFO : Epoch 1967 | loss: 0.0311512 | val_loss: 0.031174 | Time: 3020.96 ms
[2021-03-22 19:41:52 main:574] : INFO : Epoch 1968 | loss: 0.0311546 | val_loss: 0.0311722 | Time: 3071.47 ms
[2021-03-22 19:41:55 main:574] : INFO : Epoch 1969 | loss: 0.0311555 | val_loss: 0.0311746 | Time: 3162.91 ms
[2021-03-22 19:41:58 main:574] : INFO : Epoch 1970 | loss: 0.031153 | val_loss: 0.0311707 | Time: 3182.18 ms
[2021-03-22 19:42:01 main:574] : INFO : Epoch 1971 | loss: 0.0311509 | val_loss: 0.031171 | Time: 3128.96 ms
[2021-03-22 19:42:04 main:574] : INFO : Epoch 1972 | loss: 0.03115 | val_loss: 0.0311712 | Time: 3133.16 ms
[2021-03-22 19:42:07 main:574] : INFO : Epoch 1973 | loss: 0.0311495 | val_loss: 0.0311704 | Time: 3067.13 ms
[2021-03-22 19:42:11 main:574] : INFO : Epoch 1974 | loss: 0.0311492 | val_loss: 0.03117 | Time: 3080.54 ms
[2021-03-22 19:42:14 main:574] : INFO : Epoch 1975 | loss: 0.0311493 | val_loss: 0.0311671 | Time: 3072.98 ms
[2021-03-22 19:42:17 main:574] : INFO : Epoch 1976 | loss: 0.031151 | val_loss: 0.0311691 | Time: 3030.35 ms
[2021-03-22 19:42:20 main:574] : INFO : Epoch 1977 | loss: 0.0311491 | val_loss: 0.0311694 | Time: 2966.8 ms
[2021-03-22 19:42:23 main:574] : INFO : Epoch 1978 | loss: 0.0311483 | val_loss: 0.031168 | Time: 2999.02 ms
[2021-03-22 19:42:26 main:574] : INFO : Epoch 1979 | loss: 0.0311482 | val_loss: 0.0311663 | Time: 3176.74 ms
[2021-03-22 19:42:29 main:574] : INFO : Epoch 1980 | loss: 0.0311498 | val_loss: 0.0311649 | Time: 3135.05 ms
[2021-03-22 19:42:32 main:574] : INFO : Epoch 1981 | loss: 0.0311468 | val_loss: 0.031167 | Time: 3074.94 ms
[2021-03-22 19:42:36 main:574] : INFO : Epoch 1982 | loss: 0.0311472 | val_loss: 0.0311681 | Time: 3057.35 ms
[2021-03-22 19:42:39 main:574] : INFO : Epoch 1983 | loss: 0.0311494 | val_loss: 0.0311694 | Time: 3038.28 ms
[2021-03-22 19:42:42 main:574] : INFO : Epoch 1984 | loss: 0.0311487 | val_loss: 0.0311671 | Time: 3097.46 ms
[2021-03-22 19:42:45 main:574] : INFO : Epoch 1985 | loss: 0.0311473 | val_loss: 0.031168 | Time: 3185.55 ms
[2021-03-22 19:42:48 main:574] : INFO : Epoch 1986 | loss: 0.0311477 | val_loss: 0.0311666 | Time: 3117.96 ms
[2021-03-22 19:42:51 main:574] : INFO : Epoch 1987 | loss: 0.0311486 | val_loss: 0.0311674 | Time: 3009.66 ms
[2021-03-22 19:42:54 main:574] : INFO : Epoch 1988 | loss: 0.0311474 | val_loss: 0.0311702 | Time: 3082.89 ms
[2021-03-22 19:42:58 main:574] : INFO : Epoch 1989 | loss: 0.0311459 | val_loss: 0.0311663 | Time: 3184.78 ms
[2021-03-22 19:43:01 main:574] : INFO : Epoch 1990 | loss: 0.0311452 | val_loss: 0.0311652 | Time: 3119.91 ms
[2021-03-22 19:43:04 main:574] : INFO : Epoch 1991 | loss: 0.0311449 | val_loss: 0.0311678 | Time: 3079.75 ms
[2021-03-22 19:43:07 main:574] : INFO : Epoch 1992 | loss: 0.0311455 | val_loss: 0.0311702 | Time: 3155.6 ms
[2021-03-22 19:43:10 main:574] : INFO : Epoch 1993 | loss: 0.0311445 | val_loss: 0.0311703 | Time: 3138.62 ms
[2021-03-22 19:43:13 main:574] : INFO : Epoch 1994 | loss: 0.031144 | val_loss: 0.0311687 | Time: 3148.94 ms
[2021-03-22 19:43:17 main:574] : INFO : Epoch 1995 | loss: 0.0311428 | val_loss: 0.0311669 | Time: 3193.62 ms
[2021-03-22 19:43:20 main:574] : INFO : Epoch 1996 | loss: 0.0311439 | val_loss: 0.0311723 | Time: 3097 ms
[2021-03-22 19:43:23 main:574] : INFO : Epoch 1997 | loss: 0.0311441 | val_loss: 0.0311742 | Time: 3145.04 ms
[2021-03-22 19:43:26 main:574] : INFO : Epoch 1998 | loss: 0.0311422 | val_loss: 0.0311714 | Time: 3092.52 ms
[2021-03-22 19:43:29 main:574] : INFO : Epoch 1999 | loss: 0.0311419 | val_loss: 0.0311692 | Time: 3229.94 ms
[2021-03-22 19:43:33 main:574] : INFO : Epoch 2000 | loss: 0.0311457 | val_loss: 0.0311726 | Time: 3096.15 ms
[2021-03-22 19:43:36 main:574] : INFO : Epoch 2001 | loss: 0.0311449 | val_loss: 0.0311691 | Time: 3162.4 ms
[2021-03-22 19:43:39 main:574] : INFO : Epoch 2002 | loss: 0.0311459 | val_loss: 0.0311687 | Time: 3148.38 ms
[2021-03-22 19:43:42 main:574] : INFO : Epoch 2003 | loss: 0.031145 | val_loss: 0.0311696 | Time: 3152.48 ms
[2021-03-22 19:43:45 main:574] : INFO : Epoch 2004 | loss: 0.0311431 | val_loss: 0.0311694 | Time: 3038.83 ms
[2021-03-22 19:43:48 main:574] : INFO : Epoch 2005 | loss: 0.0311438 | val_loss: 0.0311719 | Time: 3136.34 ms
[2021-03-22 19:43:52 main:574] : INFO : Epoch 2006 | loss: 0.0311455 | val_loss: 0.031172 | Time: 3064.53 ms
[2021-03-22 19:43:55 main:574] : INFO : Epoch 2007 | loss: 0.0311441 | val_loss: 0.0311715 | Time: 3098.16 ms
[2021-03-22 19:43:58 main:574] : INFO : Epoch 2008 | loss: 0.0311439 | val_loss: 0.031173 | Time: 3164.86 ms
[2021-03-22 19:44:01 main:574] : INFO : Epoch 2009 | loss: 0.0311429 | val_loss: 0.0311686 | Time: 3079.31 ms
[2021-03-22 19:44:04 main:574] : INFO : Epoch 2010 | loss: 0.0311425 | val_loss: 0.0311717 | Time: 3072.24 ms
[2021-03-22 19:44:07 main:574] : INFO : Epoch 2011 | loss: 0.0311411 | val_loss: 0.031174 | Time: 3153.96 ms
[2021-03-22 19:44:11 main:574] : INFO : Epoch 2012 | loss: 0.0311426 | val_loss: 0.0311707 | Time: 3123.19 ms
[2021-03-22 19:44:14 main:574] : INFO : Epoch 2013 | loss: 0.0311415 | val_loss: 0.0311718 | Time: 3042.24 ms
[2021-03-22 19:44:17 main:574] : INFO : Epoch 2014 | loss: 0.0311405 | val_loss: 0.0311685 | Time: 3072.12 ms
[2021-03-22 19:44:20 main:574] : INFO : Epoch 2015 | loss: 0.0311405 | val_loss: 0.0311741 | Time: 3016.69 ms
[2021-03-22 19:44:23 main:574] : INFO : Epoch 2016 | loss: 0.0311395 | val_loss: 0.0311712 | Time: 3155.53 ms
[2021-03-22 19:44:26 main:574] : INFO : Epoch 2017 | loss: 0.0311391 | val_loss: 0.0311687 | Time: 3141.94 ms
[2021-03-22 19:44:29 main:574] : INFO : Epoch 2018 | loss: 0.0311405 | val_loss: 0.0311776 | Time: 3170.43 ms
[2021-03-22 19:44:33 main:574] : INFO : Epoch 2019 | loss: 0.0311429 | val_loss: 0.0311711 | Time: 3101.9 ms
[2021-03-22 19:44:36 main:574] : INFO : Epoch 2020 | loss: 0.0311418 | val_loss: 0.0311729 | Time: 3222.24 ms
[2021-03-22 19:44:39 main:574] : INFO : Epoch 2021 | loss: 0.0311454 | val_loss: 0.0311731 | Time: 3098.19 ms
[2021-03-22 19:44:42 main:574] : INFO : Epoch 2022 | loss: 0.0311417 | val_loss: 0.0311702 | Time: 3123.73 ms
[2021-03-22 19:44:45 main:574] : INFO : Epoch 2023 | loss: 0.0311407 | val_loss: 0.0311726 | Time: 3136.09 ms
[2021-03-22 19:44:48 main:574] : INFO : Epoch 2024 | loss: 0.0311423 | val_loss: 0.0311717 | Time: 3103.03 ms
[2021-03-22 19:44:52 main:574] : INFO : Epoch 2025 | loss: 0.0311433 | val_loss: 0.0311816 | Time: 3125.87 ms
[2021-03-22 19:44:55 main:574] : INFO : Epoch 2026 | loss: 0.0311435 | val_loss: 0.0311705 | Time: 3136.38 ms
[2021-03-22 19:44:58 main:574] : INFO : Epoch 2027 | loss: 0.0311429 | val_loss: 0.0311707 | Time: 3067.81 ms
[2021-03-22 19:45:01 main:574] : INFO : Epoch 2028 | loss: 0.031145 | val_loss: 0.0311709 | Time: 3119.51 ms
[2021-03-22 19:45:04 main:574] : INFO : Epoch 2029 | loss: 0.0311444 | val_loss: 0.0311673 | Time: 2993.6 ms
[2021-03-22 19:45:07 main:574] : INFO : Epoch 2030 | loss: 0.0311434 | val_loss: 0.0311665 | Time: 3124.26 ms
[2021-03-22 19:45:11 main:574] : INFO : Epoch 2031 | loss: 0.031142 | val_loss: 0.0311743 | Time: 3158.56 ms
[2021-03-22 19:45:14 main:574] : INFO : Epoch 2032 | loss: 0.0311446 | val_loss: 0.0311731 | Time: 3153.14 ms
[2021-03-22 19:45:17 main:574] : INFO : Epoch 2033 | loss: 0.0311458 | val_loss: 0.0311731 | Time: 3071.47 ms
[2021-03-22 19:45:20 main:574] : INFO : Epoch 2034 | loss: 0.0311421 | val_loss: 0.031172 | Time: 3112.71 ms
[2021-03-22 19:45:23 main:574] : INFO : Epoch 2035 | loss: 0.0311417 | val_loss: 0.0311731 | Time: 3107.39 ms
[2021-03-22 19:45:27 main:574] : INFO : Epoch 2036 | loss: 0.0311422 | val_loss: 0.0311716 | Time: 3789.26 ms
[2021-03-22 19:45:30 main:574] : INFO : Epoch 2037 | loss: 0.0311494 | val_loss: 0.0311682 | Time: 3118.37 ms
[2021-03-22 19:45:33 main:574] : INFO : Epoch 2038 | loss: 0.0311496 | val_loss: 0.0311686 | Time: 3040.8 ms
[2021-03-22 19:45:36 main:574] : INFO : Epoch 2039 | loss: 0.0311462 | val_loss: 0.0311677 | Time: 3196.83 ms
[2021-03-22 19:45:40 main:574] : INFO : Epoch 2040 | loss: 0.0311457 | val_loss: 0.0311649 | Time: 3188.6 ms
[2021-03-22 19:45:43 main:574] : INFO : Epoch 2041 | loss: 0.0311458 | val_loss: 0.0311654 | Time: 3224.29 ms
[2021-03-22 19:45:46 main:574] : INFO : Epoch 2042 | loss: 0.0311493 | val_loss: 0.0311672 | Time: 3240.68 ms
[2021-03-22 19:45:49 main:574] : INFO : Epoch 2043 | loss: 0.031147 | val_loss: 0.0311672 | Time: 3069.43 ms
[2021-03-22 19:45:53 main:574] : INFO : Epoch 2044 | loss: 0.0311462 | val_loss: 0.0311676 | Time: 3092.94 ms
[2021-03-22 19:45:56 main:574] : INFO : Epoch 2045 | loss: 0.0311444 | val_loss: 0.0311684 | Time: 3190.73 ms
[2021-03-22 19:45:59 main:574] : INFO : Epoch 2046 | loss: 0.0311462 | val_loss: 0.0311683 | Time: 3021.61 ms
[2021-03-22 19:46:02 main:574] : INFO : Epoch 2047 | loss: 0.0311484 | val_loss: 0.0311703 | Time: 3092.69 ms
[2021-03-22 19:46:05 main:574] : INFO : Epoch 2048 | loss: 0.0311479 | val_loss: 0.0311715 | Time: 3188.56 ms
[2021-03-22 19:46:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311715
[2021-03-22 19:46:05 main:603] : INFO : Saving end state to config to file
[2021-03-22 19:46:05 main:608] : INFO : Success, exiting..
19:46:05 (10812): 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)