Task 8243584
| Name | ParityModified-1631728870-28567-3_3 |
| Workunit | 5660230 |
| Created | 19 Oct 2021, 19:34:20 UTC |
| Sent | 19 Oct 2021, 19:40:08 UTC |
| Report deadline | 26 Oct 2021, 19:40:08 UTC |
| Received | 22 Oct 2021, 19:44:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9333 |
| Run time | 1 hours 37 min 54 sec |
| CPU time | 1 hours 24 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,887.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> .72 ms [2021-10-20 17:31:28 main:574] : INFO : Epoch 1542 | loss: 0.0311664 | val_loss: 0.03118 | Time: 3226.1 ms [2021-10-20 17:31:31 main:574] : INFO : Epoch 1543 | loss: 0.0311676 | val_loss: 0.0311805 | Time: 3139.22 ms [2021-10-20 17:31:35 main:574] : INFO : Epoch 1544 | loss: 0.0311612 | val_loss: 0.0311977 | Time: 3270.93 ms [2021-10-20 17:31:38 main:574] : INFO : Epoch 1545 | loss: 0.0311703 | val_loss: 0.0311813 | Time: 3357.72 ms [2021-10-20 17:31:41 main:574] : INFO : Epoch 1546 | loss: 0.0311656 | val_loss: 0.0311796 | Time: 3233.13 ms [2021-10-20 17:31:45 main:574] : INFO : Epoch 1547 | loss: 0.0311634 | val_loss: 0.0311775 | Time: 3252.51 ms [2021-10-20 17:31:48 main:574] : INFO : Epoch 1548 | loss: 0.0311709 | val_loss: 0.0311778 | Time: 3113.54 ms [2021-10-20 17:31:51 main:574] : INFO : Epoch 1549 | loss: 0.0311635 | val_loss: 0.031181 | Time: 3267.89 ms [2021-10-20 17:31:54 main:574] : INFO : Epoch 1550 | loss: 0.0311681 | val_loss: 0.0311811 | Time: 3232.66 ms [2021-10-20 17:31:57 main:574] : INFO : Epoch 1551 | loss: 0.0311681 | val_loss: 0.0311774 | Time: 3108.08 ms [2021-10-20 17:32:01 main:574] : INFO : Epoch 1552 | loss: 0.0311589 | val_loss: 0.0311778 | Time: 3135.49 ms [2021-10-20 17:32:04 main:574] : INFO : Epoch 1553 | loss: 0.0311655 | val_loss: 0.0311776 | Time: 3329.94 ms [2021-10-20 17:32:07 main:574] : INFO : Epoch 1554 | loss: 0.0311665 | val_loss: 0.0311809 | Time: 3365.47 ms [2021-10-20 17:32:11 main:574] : INFO : Epoch 1555 | loss: 0.031163 | val_loss: 0.0311874 | Time: 3526.84 ms [2021-10-20 17:32:15 main:574] : INFO : Epoch 1556 | loss: 0.0311757 | val_loss: 0.03118 | Time: 3541.63 ms [2021-10-20 17:32:18 main:574] : INFO : Epoch 1557 | loss: 0.0311728 | val_loss: 0.0311774 | Time: 3241.66 ms [2021-10-20 17:32:21 main:574] : INFO : Epoch 1558 | loss: 0.03117 | val_loss: 0.0311922 | Time: 3179.95 ms [2021-10-20 17:32:24 main:574] : INFO : Epoch 1559 | loss: 0.0311715 | val_loss: 0.0311777 | Time: 3196.9 ms [2021-10-20 17:32:27 main:574] : INFO : Epoch 1560 | loss: 0.0311678 | val_loss: 0.0311827 | Time: 3227.68 ms [2021-10-20 17:32:31 main:574] : INFO : Epoch 1561 | loss: 0.0311736 | val_loss: 0.0312007 | Time: 3520.17 ms [2021-10-20 17:32:34 main:574] : INFO : Epoch 1562 | loss: 0.0311777 | val_loss: 0.0311733 | Time: 3397.93 ms [2021-10-20 17:32:38 main:574] : INFO : Epoch 1563 | loss: 0.0311687 | val_loss: 0.0311743 | Time: 3182.08 ms [2021-10-20 17:32:41 main:574] : INFO : Epoch 1564 | loss: 0.0311683 | val_loss: 0.0311811 | Time: 3379.75 ms [2021-10-20 17:32:44 main:574] : INFO : Epoch 1565 | loss: 0.0311696 | val_loss: 0.0311745 | Time: 3333.95 ms [2021-10-20 17:32:48 main:574] : INFO : Epoch 1566 | loss: 0.0311667 | val_loss: 0.0311737 | Time: 3204.49 ms [2021-10-20 17:32:51 main:574] : INFO : Epoch 1567 | loss: 0.0311704 | val_loss: 0.0311867 | Time: 3238.68 ms [2021-10-20 17:32:54 main:574] : INFO : Epoch 1568 | loss: 0.0311651 | val_loss: 0.0311808 | Time: 3304.39 ms [2021-10-20 17:32:57 main:574] : INFO : Epoch 1569 | loss: 0.0311621 | val_loss: 0.0311735 | Time: 3131.42 ms [2021-10-20 17:33:01 main:574] : INFO : Epoch 1570 | loss: 0.0311621 | val_loss: 0.0311764 | Time: 4034.61 ms [2021-10-20 17:33:05 main:574] : INFO : Epoch 1571 | loss: 0.0311601 | val_loss: 0.0311829 | Time: 3273.78 ms [2021-10-20 17:33:08 main:574] : INFO : Epoch 1572 | loss: 0.0311632 | val_loss: 0.0311733 | Time: 3164.4 ms [2021-10-20 17:33:11 main:574] : INFO : Epoch 1573 | loss: 0.0311606 | val_loss: 0.0311747 | Time: 3446.57 ms [2021-10-20 17:33:15 main:574] : INFO : Epoch 1574 | loss: 0.0311646 | val_loss: 0.0311769 | Time: 3133.26 ms [2021-10-20 17:33:18 main:574] : INFO : Epoch 1575 | loss: 0.0311658 | val_loss: 0.0311777 | Time: 3153.32 ms [2021-10-20 17:33:21 main:574] : INFO : Epoch 1576 | loss: 0.0311714 | val_loss: 0.0311819 | Time: 3227.03 ms [2021-10-20 17:33:24 main:574] : INFO : Epoch 1577 | loss: 0.0311673 | val_loss: 0.0311789 | Time: 3322.85 ms [2021-10-20 17:33:28 main:574] : INFO : Epoch 1578 | loss: 0.0311707 | val_loss: 0.0311864 | Time: 3162.41 ms [2021-10-20 17:33:32 main:574] : INFO : Epoch 1579 | loss: 0.0311791 | val_loss: 0.0311833 | Time: 4170.37 ms [2021-10-20 17:33:35 main:574] : INFO : Epoch 1580 | loss: 0.031174 | val_loss: 0.0311796 | Time: 3254.12 ms [2021-10-20 17:33:38 main:574] : INFO : Epoch 1581 | loss: 0.0311722 | val_loss: 0.0311803 | Time: 3280.09 ms [2021-10-20 17:33:42 main:574] : INFO : Epoch 1582 | loss: 0.0311755 | val_loss: 0.0311899 | Time: 4125.33 ms [2021-10-20 17:33:46 main:574] : INFO : Epoch 1583 | loss: 0.0311718 | val_loss: 0.031183 | Time: 3243 ms [2021-10-20 17:33:49 main:574] : INFO : Epoch 1584 | loss: 0.031167 | val_loss: 0.0311776 | Time: 3414.26 ms [2021-10-20 17:33:53 main:574] : INFO : Epoch 1585 | loss: 0.0311654 | val_loss: 0.0311812 | Time: 3486.34 ms [2021-10-20 17:33:56 main:574] : INFO : Epoch 1586 | loss: 0.031164 | val_loss: 0.0311808 | Time: 3291.81 ms [2021-10-20 17:33:59 main:574] : INFO : Epoch 1587 | loss: 0.0311648 | val_loss: 0.0311849 | Time: 3187.21 ms [2021-10-20 17:34:02 main:574] : INFO : Epoch 1588 | loss: 0.0311664 | val_loss: 0.0311765 | Time: 3189.06 ms [2021-10-20 17:34:06 main:574] : INFO : Epoch 1589 | loss: 0.0311638 | val_loss: 0.0311805 | Time: 3505.34 ms [2021-10-20 17:34:09 main:574] : INFO : Epoch 1590 | loss: 0.031163 | val_loss: 0.0311746 | Time: 3267 ms [2021-10-20 17:34:13 main:574] : INFO : Epoch 1591 | loss: 0.0311611 | val_loss: 0.0311853 | Time: 3373.54 ms [2021-10-20 17:34:16 main:574] : INFO : Epoch 1592 | loss: 0.0311643 | val_loss: 0.0311768 | Time: 3152.84 ms [2021-10-20 17:34:19 main:574] : INFO : Epoch 1593 | loss: 0.0311595 | val_loss: 0.031177 | Time: 3461.71 ms [2021-10-20 17:34:22 main:574] : INFO : Epoch 1594 | loss: 0.0311635 | val_loss: 0.0311796 | Time: 3177.72 ms [2021-10-20 17:34:26 main:574] : INFO : Epoch 1595 | loss: 0.0311686 | val_loss: 0.0311763 | Time: 3311.4 ms [2021-10-20 17:34:29 main:574] : INFO : Epoch 1596 | loss: 0.0311669 | val_loss: 0.0311745 | Time: 3366.13 ms [2021-10-20 17:34:32 main:574] : INFO : Epoch 1597 | loss: 0.0311639 | val_loss: 0.0311746 | Time: 3205.55 ms [2021-10-20 17:34:36 main:574] : INFO : Epoch 1598 | loss: 0.0311604 | val_loss: 0.0311733 | Time: 3380.88 ms [2021-10-20 17:34:39 main:574] : INFO : Epoch 1599 | loss: 0.0311615 | val_loss: 0.0311759 | Time: 3117.9 ms [2021-10-20 17:34:42 main:574] : INFO : Epoch 1600 | loss: 0.0311685 | val_loss: 0.0311786 | Time: 3254.95 ms [2021-10-20 17:34:45 main:574] : INFO : Epoch 1601 | loss: 0.0311701 | val_loss: 0.0311758 | Time: 3134.64 ms [2021-10-20 17:34:49 main:574] : INFO : Epoch 1602 | loss: 0.0311674 | val_loss: 0.0311741 | Time: 3217.47 ms [2021-10-20 17:34:52 main:574] : INFO : Epoch 1603 | loss: 0.0311701 | val_loss: 0.0311924 | Time: 3276.23 ms [2021-10-20 17:34:55 main:574] : INFO : Epoch 1604 | loss: 0.0311664 | val_loss: 0.0311724 | Time: 3219.52 ms [2021-10-20 17:34:59 main:574] : INFO : Epoch 1605 | loss: 0.0311597 | val_loss: 0.0311741 | Time: 3234.35 ms [2021-10-20 17:35:02 main:574] : INFO : Epoch 1606 | loss: 0.0311592 | val_loss: 0.0311727 | Time: 3345.54 ms [2021-10-20 17:35:05 main:574] : INFO : Epoch 1607 | loss: 0.0311589 | val_loss: 0.0311757 | Time: 3384.4 ms [2021-10-20 17:35:09 main:574] : INFO : Epoch 1608 | loss: 0.0311642 | val_loss: 0.0311874 | Time: 3286.62 ms [2021-10-20 17:35:12 main:574] : INFO : Epoch 1609 | loss: 0.0311641 | val_loss: 0.031178 | Time: 3458.82 ms [2021-10-20 17:35:15 main:574] : INFO : Epoch 1610 | loss: 0.03116 | val_loss: 0.0311744 | Time: 3270.47 ms [2021-10-20 17:35:19 main:574] : INFO : Epoch 1611 | loss: 0.0311599 | val_loss: 0.0311726 | Time: 3289.07 ms [2021-10-20 17:35:22 main:574] : INFO : Epoch 1612 | loss: 0.0311554 | val_loss: 0.0311726 | Time: 3647.2 ms [2021-10-20 17:35:26 main:574] : INFO : Epoch 1613 | loss: 0.0311552 | val_loss: 0.0311746 | Time: 3125.1 ms [2021-10-20 17:35:29 main:574] : INFO : Epoch 1614 | loss: 0.0311559 | val_loss: 0.0311755 | Time: 3246.09 ms [2021-10-20 17:35:32 main:574] : INFO : Epoch 1615 | loss: 0.0311548 | val_loss: 0.0311754 | Time: 3256.04 ms [2021-10-20 17:35:36 main:574] : INFO : Epoch 1616 | loss: 0.0311521 | val_loss: 0.031172 | Time: 3683.02 ms [2021-10-20 17:35:39 main:574] : INFO : Epoch 1617 | loss: 0.0311535 | val_loss: 0.031176 | Time: 3191.07 ms [2021-10-20 17:35:42 main:574] : INFO : Epoch 1618 | loss: 0.0311537 | val_loss: 0.0311786 | Time: 3259.62 ms [2021-10-20 17:35:46 main:574] : INFO : Epoch 1619 | loss: 0.0311508 | val_loss: 0.0311735 | Time: 3663.14 ms [2021-10-20 17:35:49 main:574] : INFO : Epoch 1620 | loss: 0.0311526 | val_loss: 0.0311781 | Time: 3426.72 ms [2021-10-20 17:35:53 main:574] : INFO : Epoch 1621 | loss: 0.0311522 | val_loss: 0.0311764 | Time: 3241.16 ms [2021-10-20 17:35:56 main:574] : INFO : Epoch 1622 | loss: 0.0311505 | val_loss: 0.0311738 | Time: 3521.51 ms [2021-10-20 17:36:00 main:574] : INFO : Epoch 1623 | loss: 0.0311514 | val_loss: 0.0311771 | Time: 3422.07 ms [2021-10-20 17:36:03 main:574] : INFO : Epoch 1624 | loss: 0.0311501 | val_loss: 0.0311773 | Time: 3321.15 ms [2021-10-20 17:36:07 main:574] : INFO : Epoch 1625 | loss: 0.0311489 | val_loss: 0.0311764 | Time: 3288.54 ms [2021-10-20 17:36:10 main:574] : INFO : Epoch 1626 | loss: 0.0311503 | val_loss: 0.0311852 | Time: 3233.54 ms [2021-10-20 17:36:13 main:574] : INFO : Epoch 1627 | loss: 0.031151 | val_loss: 0.0311829 | Time: 3261.69 ms [2021-10-20 17:36:16 main:574] : INFO : Epoch 1628 | loss: 0.0311515 | val_loss: 0.0311754 | Time: 3287.92 ms [2021-10-20 17:36:20 main:574] : INFO : Epoch 1629 | loss: 0.0311517 | val_loss: 0.0311788 | Time: 3158.48 ms [2021-10-20 17:36:23 main:574] : INFO : Epoch 1630 | loss: 0.0311493 | val_loss: 0.0311831 | Time: 3277.96 ms [2021-10-20 17:36:27 main:574] : INFO : Epoch 1631 | loss: 0.0311535 | val_loss: 0.0311815 | Time: 3786.18 ms [2021-10-20 17:36:30 main:574] : INFO : Epoch 1632 | loss: 0.0311736 | val_loss: 0.0311888 | Time: 3624.71 ms [2021-10-20 17:36:33 main:574] : INFO : Epoch 1633 | loss: 0.0311668 | val_loss: 0.0311901 | Time: 3049.32 ms [2021-10-20 17:36:37 main:574] : INFO : Epoch 1634 | loss: 0.0311604 | val_loss: 0.0311788 | Time: 3244.1 ms [2021-10-20 17:36:40 main:574] : INFO : Epoch 1635 | loss: 0.0311544 | val_loss: 0.0311757 | Time: 3285.11 ms [2021-10-20 17:36:43 main:574] : INFO : Epoch 1636 | loss: 0.0311532 | val_loss: 0.0311891 | Time: 3277.98 ms [2021-10-20 17:36:46 main:574] : INFO : Epoch 1637 | loss: 0.0311521 | val_loss: 0.0311788 | Time: 3253.75 ms [2021-10-20 17:36:50 main:574] : INFO : Epoch 1638 | loss: 0.0311491 | val_loss: 0.0311816 | Time: 3303.6 ms [2021-10-20 17:36:53 main:574] : INFO : Epoch 1639 | loss: 0.0311482 | val_loss: 0.03118 | Time: 3188.26 ms [2021-10-20 17:36:58 main:574] : INFO : Epoch 1640 | loss: 0.0311509 | val_loss: 0.0311768 | Time: 4630.92 ms [2021-10-20 17:37:01 main:574] : INFO : Epoch 1641 | loss: 0.0311491 | val_loss: 0.031182 | Time: 3290.4 ms [2021-10-20 17:37:04 main:574] : INFO : Epoch 1642 | loss: 0.0311489 | val_loss: 0.031177 | Time: 3287.74 ms [2021-10-20 17:37:08 main:574] : INFO : Epoch 1643 | loss: 0.0311499 | val_loss: 0.0311774 | Time: 3385.03 ms [2021-10-20 17:37:11 main:574] : INFO : Epoch 1644 | loss: 0.0311487 | val_loss: 0.0311742 | Time: 3459.87 ms [2021-10-20 17:37:14 main:574] : INFO : Epoch 1645 | loss: 0.0311476 | val_loss: 0.0311753 | Time: 3240.45 ms [2021-10-20 17:37:18 main:574] : INFO : Epoch 1646 | loss: 0.0311458 | val_loss: 0.0311852 | Time: 3264.4 ms [2021-10-20 17:37:21 main:574] : INFO : Epoch 1647 | loss: 0.0311474 | val_loss: 0.0311726 | Time: 2990.75 ms [2021-10-20 17:37:24 main:574] : INFO : Epoch 1648 | loss: 0.0311503 | val_loss: 0.0311763 | Time: 3474.49 ms [2021-10-20 17:37:28 main:574] : INFO : Epoch 1649 | loss: 0.0311485 | val_loss: 0.0311798 | Time: 3537.8 ms [2021-10-20 17:37:31 main:574] : INFO : Epoch 1650 | loss: 0.0311463 | val_loss: 0.0311775 | Time: 3462.99 ms [2021-10-20 17:37:35 main:574] : INFO : Epoch 1651 | loss: 0.0311509 | val_loss: 0.031177 | Time: 3616.87 ms [2021-10-20 17:37:38 main:574] : INFO : Epoch 1652 | loss: 0.0311487 | val_loss: 0.0311755 | Time: 3367.39 ms [2021-10-20 17:37:43 main:574] : INFO : Epoch 1653 | loss: 0.031151 | val_loss: 0.0311736 | Time: 4248.22 ms [2021-10-20 17:37:46 main:574] : INFO : Epoch 1654 | loss: 0.0311603 | val_loss: 0.0311895 | Time: 3268.89 ms [2021-10-20 17:37:49 main:574] : INFO : Epoch 1655 | loss: 0.0311533 | val_loss: 0.031178 | Time: 3219 ms [2021-10-20 17:37:53 main:574] : INFO : Epoch 1656 | loss: 0.0311484 | val_loss: 0.0311805 | Time: 3692.61 ms [2021-10-20 17:37:56 main:574] : INFO : Epoch 1657 | loss: 0.0311485 | val_loss: 0.0311814 | Time: 3174.59 ms [2021-10-20 17:37:59 main:574] : INFO : Epoch 1658 | loss: 0.0311483 | val_loss: 0.0311736 | Time: 3274.67 ms [2021-10-20 17:38:03 main:574] : INFO : Epoch 1659 | loss: 0.0311445 | val_loss: 0.0311767 | Time: 3477.92 ms [2021-10-20 17:38:06 main:574] : INFO : Epoch 1660 | loss: 0.031146 | val_loss: 0.0311763 | Time: 3198.8 ms [2021-10-20 17:38:09 main:574] : INFO : Epoch 1661 | loss: 0.0311428 | val_loss: 0.0311793 | Time: 3165.02 ms [2021-10-20 17:38:13 main:574] : INFO : Epoch 1662 | loss: 0.031146 | val_loss: 0.0311799 | Time: 3380.88 ms [2021-10-20 17:38:16 main:574] : INFO : Epoch 1663 | loss: 0.0311481 | val_loss: 0.0311714 | Time: 3198.13 ms [2021-10-20 17:38:19 main:574] : INFO : Epoch 1664 | loss: 0.0311466 | val_loss: 0.0311783 | Time: 3405.42 ms [2021-10-20 17:38:23 main:574] : INFO : Epoch 1665 | loss: 0.0311446 | val_loss: 0.0311813 | Time: 3378.4 ms [2021-10-20 17:38:26 main:574] : INFO : Epoch 1666 | loss: 0.0311436 | val_loss: 0.031174 | Time: 3474.27 ms [2021-10-20 17:38:30 main:574] : INFO : Epoch 1667 | loss: 0.0311453 | val_loss: 0.0311778 | Time: 3520.01 ms [2021-10-20 17:38:33 main:574] : INFO : Epoch 1668 | loss: 0.0311432 | val_loss: 0.0311784 | Time: 3443.23 ms [2021-10-20 17:38:36 main:574] : INFO : Epoch 1669 | loss: 0.0311433 | val_loss: 0.0311798 | Time: 3183.69 ms [2021-10-20 17:38:40 main:574] : INFO : Epoch 1670 | loss: 0.0311412 | val_loss: 0.031184 | Time: 3272.03 ms [2021-10-20 17:38:43 main:574] : INFO : Epoch 1671 | loss: 0.0311457 | val_loss: 0.031176 | Time: 3566.78 ms [2021-10-20 17:38:48 main:574] : INFO : Epoch 1672 | loss: 0.031146 | val_loss: 0.0311765 | Time: 4405.9 ms [2021-10-20 17:38:51 main:574] : INFO : Epoch 1673 | loss: 0.031146 | val_loss: 0.0311718 | Time: 3419.52 ms [2021-10-20 17:38:55 main:574] : INFO : Epoch 1674 | loss: 0.0311433 | val_loss: 0.031195 | Time: 3228.52 ms [2021-10-20 17:38:58 main:574] : INFO : Epoch 1675 | loss: 0.0311508 | val_loss: 0.0311847 | Time: 3647.12 ms [2021-10-20 17:39:02 main:574] : INFO : Epoch 1676 | loss: 0.0311463 | val_loss: 0.0311863 | Time: 3660.88 ms [2021-10-20 17:39:05 main:574] : INFO : Epoch 1677 | loss: 0.0311426 | val_loss: 0.0311734 | Time: 3322.33 ms [2021-10-20 17:39:09 main:574] : INFO : Epoch 1678 | loss: 0.0311441 | val_loss: 0.031194 | Time: 3425.84 ms [2021-10-20 17:39:12 main:574] : INFO : Epoch 1679 | loss: 0.0311452 | val_loss: 0.0311829 | Time: 3188.37 ms [2021-10-20 17:39:15 main:574] : INFO : Epoch 1680 | loss: 0.0311492 | val_loss: 0.0311864 | Time: 3204.34 ms [2021-10-20 17:39:18 main:574] : INFO : Epoch 1681 | loss: 0.0311432 | val_loss: 0.0311763 | Time: 3217.75 ms [2021-10-20 17:39:23 main:574] : INFO : Epoch 1682 | loss: 0.0311426 | val_loss: 0.0311777 | Time: 4335.86 ms [2021-10-20 17:39:28 main:574] : INFO : Epoch 1683 | loss: 0.0311422 | val_loss: 0.0311752 | Time: 4818.64 ms [2021-10-20 17:39:31 main:574] : INFO : Epoch 1684 | loss: 0.0311427 | val_loss: 0.0311812 | Time: 3310.69 ms [2021-10-20 17:39:34 main:574] : INFO : Epoch 1685 | loss: 0.0311398 | val_loss: 0.0311839 | Time: 3135.34 ms [2021-10-20 17:39:38 main:574] : INFO : Epoch 1686 | loss: 0.0311419 | val_loss: 0.0311787 | Time: 3357.82 ms [2021-10-20 17:39:41 main:574] : INFO : Epoch 1687 | loss: 0.0311418 | val_loss: 0.0311778 | Time: 3188.06 ms [2021-10-20 17:39:44 main:574] : INFO : Epoch 1688 | loss: 0.0311417 | val_loss: 0.0311768 | Time: 3399.76 ms [2021-10-20 17:39:49 main:574] : INFO : Epoch 1689 | loss: 0.0311437 | val_loss: 0.0311751 | Time: 4902.34 ms [2021-10-20 17:39:53 main:574] : INFO : Epoch 1690 | loss: 0.0311451 | val_loss: 0.0311772 | Time: 3966.68 ms [2021-10-20 17:39:56 main:574] : INFO : Epoch 1691 | loss: 0.031143 | val_loss: 0.0311791 | Time: 3405.78 ms [2021-10-20 17:40:00 main:574] : INFO : Epoch 1692 | loss: 0.0311446 | val_loss: 0.0311738 | Time: 3142.05 ms [2021-10-20 17:40:03 main:574] : INFO : Epoch 1693 | loss: 0.0311449 | val_loss: 0.031177 | Time: 3424.26 ms [2021-10-20 17:40:06 main:574] : INFO : Epoch 1694 | loss: 0.031142 | val_loss: 0.031175 | Time: 3234.56 ms [2021-10-20 17:40:10 main:574] : INFO : Epoch 1695 | loss: 0.0311428 | val_loss: 0.0311744 | Time: 3505.19 ms [2021-10-20 17:40:13 main:574] : INFO : Epoch 1696 | loss: 0.0311441 | val_loss: 0.0311723 | Time: 3481.23 ms [2021-10-20 17:40:17 main:574] : INFO : Epoch 1697 | loss: 0.0311497 | val_loss: 0.031176 | Time: 3515.07 ms [2021-10-20 17:40:20 main:574] : INFO : Epoch 1698 | loss: 0.0311438 | val_loss: 0.0311772 | Time: 3175.41 ms [2021-10-20 17:40:24 main:574] : INFO : Epoch 1699 | loss: 0.0311425 | val_loss: 0.031178 | Time: 3351.86 ms [2021-10-20 17:40:27 main:574] : INFO : Epoch 1700 | loss: 0.0311441 | val_loss: 0.0311784 | Time: 3490.45 ms [2021-10-20 17:40:30 main:574] : INFO : Epoch 1701 | loss: 0.0311433 | val_loss: 0.0311807 | Time: 3425.3 ms [2021-10-20 17:40:34 main:574] : INFO : Epoch 1702 | loss: 0.0311454 | val_loss: 0.0311753 | Time: 3291.84 ms [2021-10-20 17:40:37 main:574] : INFO : Epoch 1703 | loss: 0.0311441 | val_loss: 0.0311738 | Time: 3470.42 ms [2021-10-20 17:40:41 main:574] : INFO : Epoch 1704 | loss: 0.0311388 | val_loss: 0.0311798 | Time: 3315.08 ms [2021-10-20 17:40:44 main:574] : INFO : Epoch 1705 | loss: 0.0311382 | val_loss: 0.0311807 | Time: 3368.74 ms [2021-10-20 17:40:47 main:574] : INFO : Epoch 1706 | loss: 0.031137 | val_loss: 0.0311784 | Time: 3390.97 ms [2021-10-20 17:40:51 main:574] : INFO : Epoch 1707 | loss: 0.0311436 | val_loss: 0.0311752 | Time: 3316.76 ms [2021-10-20 17:40:54 main:574] : INFO : Epoch 1708 | loss: 0.0311459 | val_loss: 0.0311813 | Time: 3450.7 ms [2021-10-20 17:40:58 main:574] : INFO : Epoch 1709 | loss: 0.0311419 | val_loss: 0.0311831 | Time: 3247.61 ms [2021-10-20 17:41:01 main:574] : INFO : Epoch 1710 | loss: 0.0311435 | val_loss: 0.0311807 | Time: 3462.29 ms [2021-10-20 17:41:04 main:574] : INFO : Epoch 1711 | loss: 0.0311466 | val_loss: 0.031173 | Time: 3214.36 ms [2021-10-20 17:41:08 main:574] : INFO : Epoch 1712 | loss: 0.031144 | val_loss: 0.0311749 | Time: 3593.44 ms [2021-10-20 17:41:11 main:574] : INFO : Epoch 1713 | loss: 0.0311432 | val_loss: 0.0311808 | Time: 3303.95 ms [2021-10-20 17:41:14 main:574] : INFO : Epoch 1714 | loss: 0.0311414 | val_loss: 0.0311847 | Time: 3257.64 ms [2021-10-20 17:41:18 main:574] : INFO : Epoch 1715 | loss: 0.0311431 | val_loss: 0.0311781 | Time: 3387.45 ms [2021-10-20 17:41:21 main:574] : INFO : Epoch 1716 | loss: 0.0311394 | val_loss: 0.0311768 | Time: 3378.7 ms [2021-10-20 17:41:25 main:574] : INFO : Epoch 1717 | loss: 0.0311394 | val_loss: 0.0311893 | Time: 3509.9 ms [2021-10-20 17:41:28 main:574] : INFO : Epoch 1718 | loss: 0.0311408 | val_loss: 0.0311793 | Time: 3271.02 ms [2021-10-20 17:41:31 main:574] : INFO : Epoch 1719 | loss: 0.0311406 | val_loss: 0.0311849 | Time: 3319.23 ms [2021-10-20 17:41:35 main:574] : INFO : Epoch 1720 | loss: 0.03114 | val_loss: 0.0311751 | Time: 3148.2 ms [2021-10-20 17:41:38 main:574] : INFO : Epoch 1721 | loss: 0.0311398 | val_loss: 0.0311821 | Time: 3239.57 ms [2021-10-20 17:41:41 main:574] : INFO : Epoch 1722 | loss: 0.0311401 | val_loss: 0.0311851 | Time: 3161.55 ms [2021-10-20 17:41:44 main:574] : INFO : Epoch 1723 | loss: 0.0311387 | val_loss: 0.0311797 | Time: 3298.93 ms [2021-10-20 17:41:48 main:574] : INFO : Epoch 1724 | loss: 0.0311409 | val_loss: 0.0311804 | Time: 3640.94 ms [2021-10-20 17:41:52 main:574] : INFO : Epoch 1725 | loss: 0.0311426 | val_loss: 0.0311841 | Time: 3528.07 ms [2021-10-20 17:41:55 main:574] : INFO : Epoch 1726 | loss: 0.0311479 | val_loss: 0.0311751 | Time: 3174.34 ms [2021-10-20 17:41:59 main:574] : INFO : Epoch 1727 | loss: 0.0311483 | val_loss: 0.0311758 | Time: 4278.73 ms [2021-10-20 17:42:02 main:574] : INFO : Epoch 1728 | loss: 0.031145 | val_loss: 0.0311735 | Time: 3174.19 ms [2021-10-20 17:42:06 main:574] : INFO : Epoch 1729 | loss: 0.0311445 | val_loss: 0.0311822 | Time: 3291.81 ms [2021-10-20 17:42:09 main:574] : INFO : Epoch 1730 | loss: 0.0311441 | val_loss: 0.0311756 | Time: 3320.64 ms [2021-10-20 17:42:13 main:574] : INFO : Epoch 1731 | loss: 0.0311453 | val_loss: 0.0311829 | Time: 3835.26 ms [2021-10-20 17:42:16 main:574] : INFO : Epoch 1732 | loss: 0.0311449 | val_loss: 0.0311753 | Time: 3405.88 ms [2021-10-20 17:42:20 main:574] : INFO : Epoch 1733 | loss: 0.0311427 | val_loss: 0.0311796 | Time: 3265.47 ms [2021-10-20 17:42:23 main:574] : INFO : Epoch 1734 | loss: 0.0311417 | val_loss: 0.0311742 | Time: 3419.36 ms [2021-10-20 17:42:27 main:574] : INFO : Epoch 1735 | loss: 0.031141 | val_loss: 0.0311775 | Time: 4002.98 ms [2021-10-20 17:42:30 main:574] : INFO : Epoch 1736 | loss: 0.0311388 | val_loss: 0.031182 | Time: 3170.71 ms [2021-10-20 17:42:34 main:574] : INFO : Epoch 1737 | loss: 0.0311402 | val_loss: 0.0311789 | Time: 3226.92 ms [2021-10-20 17:42:37 main:574] : INFO : Epoch 1738 | loss: 0.0311393 | val_loss: 0.0311782 | Time: 3084.12 ms [2021-10-20 17:42:40 main:574] : INFO : Epoch 1739 | loss: 0.0311398 | val_loss: 0.0311837 | Time: 3156.64 ms [2021-10-20 17:42:43 main:574] : INFO : Epoch 1740 | loss: 0.0311374 | val_loss: 0.0311795 | Time: 3359.03 ms [2021-10-20 17:42:47 main:574] : INFO : Epoch 1741 | loss: 0.0311422 | val_loss: 0.0311777 | Time: 3592.5 ms [2021-10-20 17:42:51 main:574] : INFO : Epoch 1742 | loss: 0.0311485 | val_loss: 0.0311743 | Time: 3487.82 ms [2021-10-20 17:42:54 main:574] : INFO : Epoch 1743 | loss: 0.0311412 | val_loss: 0.0311764 | Time: 3199.35 ms [2021-10-20 17:42:57 main:574] : INFO : Epoch 1744 | loss: 0.0311425 | val_loss: 0.0311767 | Time: 3256.64 ms [2021-10-20 17:43:00 main:574] : INFO : Epoch 1745 | loss: 0.0311476 | val_loss: 0.0311749 | Time: 3153.55 ms [2021-10-20 17:43:04 main:574] : INFO : Epoch 1746 | loss: 0.0311405 | val_loss: 0.0311822 | Time: 3270.66 ms [2021-10-20 17:43:07 main:574] : INFO : Epoch 1747 | loss: 0.0311395 | val_loss: 0.0311806 | Time: 3310.63 ms [2021-10-20 17:43:10 main:574] : INFO : Epoch 1748 | loss: 0.0311432 | val_loss: 0.0311754 | Time: 3241.47 ms [2021-10-20 17:43:14 main:574] : INFO : Epoch 1749 | loss: 0.0311508 | val_loss: 0.0311778 | Time: 3757.46 ms [2021-10-20 17:43:17 main:574] : INFO : Epoch 1750 | loss: 0.0311448 | val_loss: 0.0311748 | Time: 3307.67 ms [2021-10-20 17:43:21 main:574] : INFO : Epoch 1751 | loss: 0.031151 | val_loss: 0.0311785 | Time: 3385.36 ms [2021-10-20 17:43:24 main:574] : INFO : Epoch 1752 | loss: 0.0311567 | val_loss: 0.0311769 | Time: 3384.19 ms [2021-10-20 17:43:27 main:574] : INFO : Epoch 1753 | loss: 0.031155 | val_loss: 0.031173 | Time: 3263.89 ms [2021-10-20 17:43:31 main:574] : INFO : Epoch 1754 | loss: 0.0311547 | val_loss: 0.0311753 | Time: 3458.55 ms [2021-10-20 17:43:34 main:574] : INFO : Epoch 1755 | loss: 0.0311514 | val_loss: 0.0311705 | Time: 3275.25 ms [2021-10-20 17:43:38 main:574] : INFO : Epoch 1756 | loss: 0.0311494 | val_loss: 0.0311716 | Time: 3597.26 ms [2021-10-20 17:43:41 main:574] : INFO : Epoch 1757 | loss: 0.0311515 | val_loss: 0.0311775 | Time: 3202.28 ms [2021-10-20 17:43:44 main:574] : INFO : Epoch 1758 | loss: 0.0311487 | val_loss: 0.0311735 | Time: 3278.12 ms [2021-10-20 17:43:49 main:574] : INFO : Epoch 1759 | loss: 0.0311504 | val_loss: 0.0311703 | Time: 4930.33 ms [2021-10-20 17:43:53 main:574] : INFO : Epoch 1760 | loss: 0.0311462 | val_loss: 0.0311735 | Time: 3520.89 ms [2021-10-20 17:43:56 main:574] : INFO : Epoch 1761 | loss: 0.0311464 | val_loss: 0.0311714 | Time: 3265.67 ms [2021-10-20 17:43:59 main:574] : INFO : Epoch 1762 | loss: 0.0311453 | val_loss: 0.0311772 | Time: 3160.91 ms [2021-10-20 17:44:02 main:574] : INFO : Epoch 1763 | loss: 0.0311433 | val_loss: 0.0311738 | Time: 3118.66 ms [2021-10-20 17:44:06 main:574] : INFO : Epoch 1764 | loss: 0.0311432 | val_loss: 0.031178 | Time: 3235.8 ms [2021-10-20 17:44:09 main:574] : INFO : Epoch 1765 | loss: 0.0311569 | val_loss: 0.0311939 | Time: 3515.3 ms [2021-10-20 17:44:13 main:574] : INFO : Epoch 1766 | loss: 0.0311714 | val_loss: 0.0311774 | Time: 3687.93 ms [2021-10-20 17:44:16 main:574] : INFO : Epoch 1767 | loss: 0.0311645 | val_loss: 0.0311654 | Time: 3352.01 ms [2021-10-20 17:44:20 main:574] : INFO : Epoch 1768 | loss: 0.0311576 | val_loss: 0.031163 | Time: 3228.86 ms [2021-10-20 17:44:23 main:574] : INFO : Epoch 1769 | loss: 0.0311516 | val_loss: 0.0311622 | Time: 3325.83 ms [2021-10-20 17:44:28 main:574] : INFO : Epoch 1770 | loss: 0.0311491 | val_loss: 0.0311716 | Time: 4690.69 ms [2021-10-20 17:44:31 main:574] : INFO : Epoch 1771 | loss: 0.0311444 | val_loss: 0.0311656 | Time: 3110.8 ms [2021-10-20 17:44:34 main:574] : INFO : Epoch 1772 | loss: 0.0311438 | val_loss: 0.0311692 | Time: 3439.14 ms [2021-10-20 17:44:38 main:574] : INFO : Epoch 1773 | loss: 0.0311472 | val_loss: 0.0311727 | Time: 3395.29 ms [2021-10-20 17:44:41 main:574] : INFO : Epoch 1774 | loss: 0.0311477 | val_loss: 0.0311739 | Time: 3282.39 ms [2021-10-20 17:44:44 main:574] : INFO : Epoch 1775 | loss: 0.0311457 | val_loss: 0.0311751 | Time: 3390.9 ms [2021-10-20 17:44:48 main:574] : INFO : Epoch 1776 | loss: 0.0311423 | val_loss: 0.031172 | Time: 3216.97 ms [2021-10-20 17:44:51 main:574] : INFO : Epoch 1777 | loss: 0.0311432 | val_loss: 0.0311736 | Time: 3201.18 ms [2021-10-20 17:44:54 main:574] : INFO : Epoch 1778 | loss: 0.0311435 | val_loss: 0.0311697 | Time: 3435.39 ms [2021-10-20 17:44:58 main:574] : INFO : Epoch 1779 | loss: 0.0311421 | val_loss: 0.0311787 | Time: 3564.79 ms [2021-10-20 17:45:01 main:574] : INFO : Epoch 1780 | loss: 0.0311397 | val_loss: 0.0311738 | Time: 3438.22 ms [2021-10-20 17:45:05 main:574] : INFO : Epoch 1781 | loss: 0.0311384 | val_loss: 0.0311797 | Time: 3247.47 ms [2021-10-20 17:45:08 main:574] : INFO : Epoch 1782 | loss: 0.0311487 | val_loss: 0.0311811 | Time: 3240.76 ms [2021-10-20 17:45:11 main:574] : INFO : Epoch 1783 | loss: 0.0311505 | val_loss: 0.0311724 | Time: 3322.23 ms [2021-10-20 17:45:14 main:574] : INFO : Epoch 1784 | loss: 0.0311456 | val_loss: 0.0311776 | Time: 3276.27 ms [2021-10-20 17:45:18 main:574] : INFO : Epoch 1785 | loss: 0.0311439 | val_loss: 0.0311695 | Time: 3363.83 ms [2021-10-20 17:45:21 main:574] : INFO : Epoch 1786 | loss: 0.0311412 | val_loss: 0.0311717 | Time: 3151.92 ms [2021-10-20 17:45:24 main:574] : INFO : Epoch 1787 | loss: 0.0311409 | val_loss: 0.0311739 | Time: 3290.54 ms [2021-10-20 17:45:28 main:574] : INFO : Epoch 1788 | loss: 0.0311358 | val_loss: 0.0311678 | Time: 3315.06 ms [2021-10-20 17:45:31 main:574] : INFO : Epoch 1789 | loss: 0.0311378 | val_loss: 0.0311731 | Time: 3333.65 ms [2021-10-20 17:45:34 main:574] : INFO : Epoch 1790 | loss: 0.0311426 | val_loss: 0.0311662 | Time: 3358.1 ms [2021-10-20 17:45:38 main:574] : INFO : Epoch 1791 | loss: 0.0311402 | val_loss: 0.0311746 | Time: 3261.06 ms [2021-10-20 17:45:41 main:574] : INFO : Epoch 1792 | loss: 0.0311392 | val_loss: 0.0311745 | Time: 3261.51 ms [2021-10-20 17:45:44 main:574] : INFO : Epoch 1793 | loss: 0.0311371 | val_loss: 0.031176 | Time: 3103.66 ms [2021-10-20 17:45:47 main:574] : INFO : Epoch 1794 | loss: 0.0311359 | val_loss: 0.0311705 | Time: 2726 ms [2021-10-20 17:45:50 main:574] : INFO : Epoch 1795 | loss: 0.0311338 | val_loss: 0.0311685 | Time: 3536 ms [2021-10-20 17:45:54 main:574] : INFO : Epoch 1796 | loss: 0.0311371 | val_loss: 0.0311775 | Time: 3330.07 ms [2021-10-20 17:45:57 main:574] : INFO : Epoch 1797 | loss: 0.031142 | val_loss: 0.0311725 | Time: 3417.19 ms [2021-10-20 17:46:01 main:574] : INFO : Epoch 1798 | loss: 0.0311362 | val_loss: 0.0311726 | Time: 3908.72 ms [2021-10-20 17:46:05 main:574] : INFO : Epoch 1799 | loss: 0.0311352 | val_loss: 0.0311716 | Time: 3550.05 ms [2021-10-20 17:46:09 main:574] : INFO : Epoch 1800 | loss: 0.0311325 | val_loss: 0.0311741 | Time: 3844.14 ms [2021-10-20 17:46:12 main:574] : INFO : Epoch 1801 | loss: 0.0311345 | val_loss: 0.0311768 | Time: 3271.23 ms [2021-10-20 17:46:15 main:574] : INFO : Epoch 1802 | loss: 0.031134 | val_loss: 0.0311788 | Time: 3344.93 ms [2021-10-20 17:46:20 main:574] : INFO : Epoch 1803 | loss: 0.0311397 | val_loss: 0.0311703 | Time: 4849.37 ms [2021-10-20 17:46:24 main:574] : INFO : Epoch 1804 | loss: 0.0311416 | val_loss: 0.0311683 | Time: 3356.37 ms [2021-10-20 17:46:27 main:574] : INFO : Epoch 1805 | loss: 0.0311398 | val_loss: 0.0311939 | Time: 3321.12 ms [2021-10-20 17:46:30 main:574] : INFO : Epoch 1806 | loss: 0.031146 | val_loss: 0.0311833 | Time: 3256.75 ms [2021-10-20 17:46:34 main:574] : INFO : Epoch 1807 | loss: 0.0311508 | val_loss: 0.0311832 | Time: 3774.9 ms [2021-10-20 17:46:37 main:574] : INFO : Epoch 1808 | loss: 0.0311457 | val_loss: 0.031173 | Time: 3166.62 ms [2021-10-20 17:46:40 main:574] : INFO : Epoch 1809 | loss: 0.031145 | val_loss: 0.0311727 | Time: 3256.78 ms [2021-10-20 17:46:44 main:574] : INFO : Epoch 1810 | loss: 0.0311404 | val_loss: 0.0311759 | Time: 3455.43 ms [2021-10-20 17:46:47 main:574] : INFO : Epoch 1811 | loss: 0.0311367 | val_loss: 0.0311785 | Time: 3571.43 ms [2021-10-20 17:46:51 main:574] : INFO : Epoch 1812 | loss: 0.031135 | val_loss: 0.0311735 | Time: 3469.93 ms [2021-10-20 17:46:55 main:574] : INFO : Epoch 1813 | loss: 0.0311347 | val_loss: 0.0311699 | Time: 4072.56 ms [2021-10-20 17:46:59 main:574] : INFO : Epoch 1814 | loss: 0.0311358 | val_loss: 0.0311758 | Time: 3948.88 ms [2021-10-20 17:47:03 main:574] : INFO : Epoch 1815 | loss: 0.0311342 | val_loss: 0.0311798 | Time: 3525.39 ms [2021-10-20 17:47:06 main:574] : INFO : Epoch 1816 | loss: 0.0311341 | val_loss: 0.0311827 | Time: 3192.86 ms [2021-10-20 17:47:09 main:574] : INFO : Epoch 1817 | loss: 0.0311337 | val_loss: 0.0311729 | Time: 3199.72 ms [2021-10-20 17:47:12 main:574] : INFO : Epoch 1818 | loss: 0.0311312 | val_loss: 0.0311734 | Time: 3259.25 ms [2021-10-20 17:47:15 main:574] : INFO : Epoch 1819 | loss: 0.0311321 | val_loss: 0.0311744 | Time: 3134.6 ms [2021-10-20 17:47:19 main:574] : INFO : Epoch 1820 | loss: 0.0311329 | val_loss: 0.0311815 | Time: 3441.39 ms [2021-10-20 17:47:22 main:574] : INFO : Epoch 1821 | loss: 0.0311584 | val_loss: 0.0311854 | Time: 3174.1 ms [2021-10-20 17:47:25 main:574] : INFO : Epoch 1822 | loss: 0.0311545 | val_loss: 0.0311725 | Time: 3129.73 ms [2021-10-20 17:47:28 main:574] : INFO : Epoch 1823 | loss: 0.0311535 | val_loss: 0.0311752 | Time: 3225.57 ms [2021-10-20 17:47:32 main:574] : INFO : Epoch 1824 | loss: 0.0311509 | val_loss: 0.0311719 | Time: 3249.06 ms [2021-10-20 17:47:35 main:574] : INFO : Epoch 1825 | loss: 0.0311532 | val_loss: 0.031177 | Time: 3229.77 ms [2021-10-20 17:47:38 main:574] : INFO : Epoch 1826 | loss: 0.0311441 | val_loss: 0.0311734 | Time: 3296.58 ms [2021-10-20 17:47:42 main:574] : INFO : Epoch 1827 | loss: 0.0311418 | val_loss: 0.0311737 | Time: 3220.67 ms [2021-10-20 17:47:45 main:574] : INFO : Epoch 1828 | loss: 0.0311413 | val_loss: 0.0311746 | Time: 3463.6 ms [2021-10-20 17:47:49 main:574] : INFO : Epoch 1829 | loss: 0.0311391 | val_loss: 0.0311722 | Time: 3969.67 ms [2021-10-20 17:47:53 main:574] : INFO : Epoch 1830 | loss: 0.03114 | val_loss: 0.0311721 | Time: 3548.02 ms [2021-10-20 17:47:56 main:574] : INFO : Epoch 1831 | loss: 0.0311397 | val_loss: 0.0311751 | Time: 3467.85 ms [2021-10-20 17:48:00 main:574] : INFO : Epoch 1832 | loss: 0.0311416 | val_loss: 0.0311763 | Time: 3356.35 ms [2021-10-20 17:48:03 main:574] : INFO : Epoch 1833 | loss: 0.0311371 | val_loss: 0.0311745 | Time: 3244.9 ms [2021-10-20 17:48:06 main:574] : INFO : Epoch 1834 | loss: 0.0311345 | val_loss: 0.0311861 | Time: 3301.77 ms [2021-10-20 17:48:09 main:574] : INFO : Epoch 1835 | loss: 0.03114 | val_loss: 0.0311852 | Time: 3245.52 ms [2021-10-20 17:48:13 main:574] : INFO : Epoch 1836 | loss: 0.0311424 | val_loss: 0.03118 | Time: 3311.86 ms [2021-10-20 17:48:16 main:574] : INFO : Epoch 1837 | loss: 0.0311345 | val_loss: 0.0311775 | Time: 3412.27 ms [2021-10-20 17:48:19 main:574] : INFO : Epoch 1838 | loss: 0.0311307 | val_loss: 0.0311806 | Time: 3278.79 ms [2021-10-20 17:48:24 main:574] : INFO : Epoch 1839 | loss: 0.0311322 | val_loss: 0.0311742 | Time: 4530.45 ms [2021-10-20 17:48:28 main:574] : INFO : Epoch 1840 | loss: 0.0311308 | val_loss: 0.031181 | Time: 3559.44 ms [2021-10-20 17:48:31 main:574] : INFO : Epoch 1841 | loss: 0.0311313 | val_loss: 0.0311836 | Time: 3160.85 ms [2021-10-20 17:48:34 main:574] : INFO : Epoch 1842 | loss: 0.031132 | val_loss: 0.0311797 | Time: 3327.6 ms [2021-10-20 17:48:38 main:574] : INFO : Epoch 1843 | loss: 0.0311343 | val_loss: 0.0311683 | Time: 4034.66 ms [2021-10-20 17:48:41 main:574] : INFO : Epoch 1844 | loss: 0.031133 | val_loss: 0.0311816 | Time: 3236.83 ms [2021-10-20 17:48:45 main:574] : INFO : Epoch 1845 | loss: 0.0311365 | val_loss: 0.0311813 | Time: 3163.72 ms [2021-10-20 17:48:48 main:574] : INFO : Epoch 1846 | loss: 0.0311291 | val_loss: 0.031175 | Time: 3173.63 ms [2021-10-20 17:48:51 main:574] : INFO : Epoch 1847 | loss: 0.0311268 | val_loss: 0.0311751 | Time: 3237.15 ms [2021-10-20 17:48:54 main:574] : INFO : Epoch 1848 | loss: 0.031127 | val_loss: 0.03117 | Time: 3180.81 ms [2021-10-20 17:48:58 main:574] : INFO : Epoch 1849 | loss: 0.031134 | val_loss: 0.031172 | Time: 3275.23 ms [2021-10-20 17:49:01 main:574] : INFO : Epoch 1850 | loss: 0.0311319 | val_loss: 0.0311893 | Time: 3290.81 ms [2021-10-20 17:49:04 main:574] : INFO : Epoch 1851 | loss: 0.0311417 | val_loss: 0.0311843 | Time: 3444.13 ms [2021-10-20 17:49:08 main:574] : INFO : Epoch 1852 | loss: 0.0311654 | val_loss: 0.0311769 | Time: 3451.75 ms [2021-10-20 17:49:12 main:574] : INFO : Epoch 1853 | loss: 0.0311599 | val_loss: 0.0311712 | Time: 3893.52 ms [2021-10-20 17:49:15 main:574] : INFO : Epoch 1854 | loss: 0.0311532 | val_loss: 0.0311713 | Time: 3394.45 ms [2021-10-20 17:49:19 main:574] : INFO : Epoch 1855 | loss: 0.0311499 | val_loss: 0.0311757 | Time: 3930.11 ms [2021-10-20 17:49:23 main:574] : INFO : Epoch 1856 | loss: 0.0311484 | val_loss: 0.0311751 | Time: 3622.08 ms [2021-10-20 17:49:26 main:574] : INFO : Epoch 1857 | loss: 0.0311445 | val_loss: 0.0311805 | Time: 3139.44 ms [2021-10-20 17:49:30 main:574] : INFO : Epoch 1858 | loss: 0.0311473 | val_loss: 0.0311813 | Time: 4412.12 ms [2021-10-20 17:49:34 main:574] : INFO : Epoch 1859 | loss: 0.0311465 | val_loss: 0.0311722 | Time: 3314.09 ms [2021-10-20 17:49:37 main:574] : INFO : Epoch 1860 | loss: 0.0311449 | val_loss: 0.0311747 | Time: 3222.31 ms [2021-10-20 17:49:40 main:574] : INFO : Epoch 1861 | loss: 0.0311395 | val_loss: 0.0311794 | Time: 3367.96 ms [2021-10-20 17:49:44 main:574] : INFO : Epoch 1862 | loss: 0.0311376 | val_loss: 0.0311743 | Time: 3324.89 ms [2021-10-20 17:49:47 main:574] : INFO : Epoch 1863 | loss: 0.0311357 | val_loss: 0.0311736 | Time: 3330.1 ms [2021-10-20 17:49:50 main:574] : INFO : Epoch 1864 | loss: 0.0311349 | val_loss: 0.031177 | Time: 3377.96 ms [2021-10-20 17:49:54 main:574] : INFO : Epoch 1865 | loss: 0.0311375 | val_loss: 0.0311754 | Time: 3375.52 ms [2021-10-20 17:49:57 main:574] : INFO : Epoch 1866 | loss: 0.0311346 | val_loss: 0.0311741 | Time: 3360.44 ms [2021-10-20 17:50:01 main:574] : INFO : Epoch 1867 | loss: 0.0311334 | val_loss: 0.0311728 | Time: 3289.61 ms [2021-10-20 17:50:04 main:574] : INFO : Epoch 1868 | loss: 0.0311329 | val_loss: 0.0311741 | Time: 3243.05 ms [2021-10-20 17:50:07 main:574] : INFO : Epoch 1869 | loss: 0.0311311 | val_loss: 0.0311724 | Time: 3209.83 ms [2021-10-20 17:50:10 main:574] : INFO : Epoch 1870 | loss: 0.0311331 | val_loss: 0.0311707 | Time: 3200.04 ms [2021-10-20 17:50:15 main:574] : INFO : Epoch 1871 | loss: 0.0311304 | val_loss: 0.0311739 | Time: 4732.45 ms [2021-10-20 17:50:18 main:574] : INFO : Epoch 1872 | loss: 0.0311314 | val_loss: 0.0311714 | Time: 3448.96 ms [2021-10-20 17:50:23 main:574] : INFO : Epoch 1873 | loss: 0.0311271 | val_loss: 0.0311791 | Time: 4597.45 ms [2021-10-20 17:50:26 main:574] : INFO : Epoch 1874 | loss: 0.0311266 | val_loss: 0.0311808 | Time: 3356.08 ms [2021-10-20 17:50:30 main:574] : INFO : Epoch 1875 | loss: 0.0311281 | val_loss: 0.0311712 | Time: 3520.23 ms [2021-10-20 17:50:33 main:574] : INFO : Epoch 1876 | loss: 0.0311287 | val_loss: 0.0311849 | Time: 3381.57 ms [2021-10-20 17:50:37 main:574] : INFO : Epoch 1877 | loss: 0.0311283 | val_loss: 0.0311719 | Time: 3841.58 ms [2021-10-20 17:50:41 main:574] : INFO : Epoch 1878 | loss: 0.0311279 | val_loss: 0.0311765 | Time: 3707.9 ms [2021-10-20 17:50:45 main:574] : INFO : Epoch 1879 | loss: 0.0311299 | val_loss: 0.0311813 | Time: 3733.86 ms [2021-10-20 17:50:48 main:574] : INFO : Epoch 1880 | loss: 0.0311311 | val_loss: 0.0311769 | Time: 3546.01 ms [2021-10-20 17:50:52 main:574] : INFO : Epoch 1881 | loss: 0.0311341 | val_loss: 0.0311816 | Time: 3295.39 ms [2021-10-20 17:50:55 main:574] : INFO : Epoch 1882 | loss: 0.0311361 | val_loss: 0.0311704 | Time: 3369.74 ms [2021-10-20 17:50:58 main:574] : INFO : Epoch 1883 | loss: 0.0311356 | val_loss: 0.0311765 | Time: 3355.64 ms [2021-10-20 17:51:02 main:574] : INFO : Epoch 1884 | loss: 0.0311386 | val_loss: 0.0311767 | Time: 3174.8 ms [2021-10-20 17:51:05 main:574] : INFO : Epoch 1885 | loss: 0.0311426 | val_loss: 0.0311877 | Time: 3296.22 ms [2021-10-20 17:51:08 main:574] : INFO : Epoch 1886 | loss: 0.0311304 | val_loss: 0.0311768 | Time: 3605.81 ms [2021-10-20 17:51:12 main:574] : INFO : Epoch 1887 | loss: 0.0311243 | val_loss: 0.0311828 | Time: 3062.31 ms [2021-10-20 17:51:15 main:574] : INFO : Epoch 1888 | loss: 0.0311239 | val_loss: 0.0311804 | Time: 3394.67 ms [2021-10-20 17:51:18 main:574] : INFO : Epoch 1889 | loss: 0.0311264 | val_loss: 0.031178 | Time: 3397.95 ms [2021-10-20 17:51:22 main:574] : INFO : Epoch 1890 | loss: 0.0311284 | val_loss: 0.0311754 | Time: 3616.09 ms [2021-10-20 17:51:25 main:574] : INFO : Epoch 1891 | loss: 0.0311373 | val_loss: 0.031177 | Time: 3155.25 ms [2021-10-20 17:51:29 main:574] : INFO : Epoch 1892 | loss: 0.0311284 | val_loss: 0.0311772 | Time: 3788.01 ms [2021-10-20 17:51:32 main:574] : INFO : Epoch 1893 | loss: 0.0311279 | val_loss: 0.0311753 | Time: 3357.04 ms [2021-10-20 17:51:36 main:574] : INFO : Epoch 1894 | loss: 0.0311281 | val_loss: 0.0311816 | Time: 3448.66 ms [2021-10-20 17:51:39 main:574] : INFO : Epoch 1895 | loss: 0.0311334 | val_loss: 0.0311816 | Time: 3346.4 ms [2021-10-20 17:51:43 main:574] : INFO : Epoch 1896 | loss: 0.031126 | val_loss: 0.0311794 | Time: 3333.25 ms [2021-10-20 17:51:46 main:574] : INFO : Epoch 1897 | loss: 0.031125 | val_loss: 0.0311776 | Time: 3403.72 ms [2021-10-20 17:51:49 main:574] : INFO : Epoch 1898 | loss: 0.0311331 | val_loss: 0.031176 | Time: 3273.46 ms [2021-10-20 17:51:53 main:574] : INFO : Epoch 1899 | loss: 0.0311341 | val_loss: 0.0311744 | Time: 3235.95 ms [2021-10-20 17:51:56 main:574] : INFO : Epoch 1900 | loss: 0.0311324 | val_loss: 0.0311819 | Time: 3244.61 ms [2021-10-20 17:52:00 main:574] : INFO : Epoch 1901 | loss: 0.0311332 | val_loss: 0.0311677 | Time: 4031.81 ms [2021-10-20 17:52:03 main:574] : INFO : Epoch 1902 | loss: 0.0311289 | val_loss: 0.0311763 | Time: 3244.88 ms [2021-10-20 17:52:07 main:574] : INFO : Epoch 1903 | loss: 0.0311263 | val_loss: 0.0311785 | Time: 3302.32 ms [2021-10-20 17:52:10 main:574] : INFO : Epoch 1904 | loss: 0.0311304 | val_loss: 0.0311768 | Time: 3543.19 ms [2021-10-20 17:52:14 main:574] : INFO : Epoch 1905 | loss: 0.0311282 | val_loss: 0.031171 | Time: 3381.99 ms [2021-10-20 17:52:17 main:574] : INFO : Epoch 1906 | loss: 0.0311232 | val_loss: 0.0311723 | Time: 3277.62 ms [2021-10-20 17:52:21 main:574] : INFO : Epoch 1907 | loss: 0.031121 | val_loss: 0.031179 | Time: 3702.38 ms [2021-10-20 17:52:24 main:574] : INFO : Epoch 1908 | loss: 0.0311211 | val_loss: 0.0311745 | Time: 3394.17 ms [2021-10-20 17:52:28 main:574] : INFO : Epoch 1909 | loss: 0.0311276 | val_loss: 0.0311762 | Time: 4361.59 ms [2021-10-20 17:52:32 main:574] : INFO : Epoch 1910 | loss: 0.031152 | val_loss: 0.0311823 | Time: 3339.2 ms [2021-10-20 17:52:36 main:574] : INFO : Epoch 1911 | loss: 0.0311453 | val_loss: 0.031179 | Time: 4472.59 ms [2021-10-20 17:52:40 main:574] : INFO : Epoch 1912 | loss: 0.0311417 | val_loss: 0.0311792 | Time: 3230.34 ms [2021-10-20 17:52:43 main:574] : INFO : Epoch 1913 | loss: 0.0311422 | val_loss: 0.0311703 | Time: 3629.66 ms [2021-10-20 17:52:47 main:574] : INFO : Epoch 1914 | loss: 0.0311353 | val_loss: 0.0311746 | Time: 3446.17 ms [2021-10-20 17:52:50 main:574] : INFO : Epoch 1915 | loss: 0.0311359 | val_loss: 0.0311681 | Time: 3276.4 ms [2021-10-20 17:52:54 main:574] : INFO : Epoch 1916 | loss: 0.0311297 | val_loss: 0.031181 | Time: 3598.34 ms [2021-10-20 17:52:57 main:574] : INFO : Epoch 1917 | loss: 0.0311344 | val_loss: 0.0311742 | Time: 3383.53 ms [2021-10-20 17:53:01 main:574] : INFO : Epoch 1918 | loss: 0.0311332 | val_loss: 0.0311729 | Time: 3620.37 ms [2021-10-20 17:53:04 main:574] : INFO : Epoch 1919 | loss: 0.0311364 | val_loss: 0.0311698 | Time: 3409.9 ms [2021-10-20 17:53:07 main:574] : INFO : Epoch 1920 | loss: 0.031135 | val_loss: 0.0311887 | Time: 3300.1 ms [2021-10-20 17:53:11 main:574] : INFO : Epoch 1921 | loss: 0.0311394 | val_loss: 0.0311753 | Time: 3412.99 ms [2021-10-20 17:53:14 main:574] : INFO : Epoch 1922 | loss: 0.0311273 | val_loss: 0.0311707 | Time: 3382.43 ms [2021-10-20 17:53:18 main:574] : INFO : Epoch 1923 | loss: 0.0311304 | val_loss: 0.0311728 | Time: 3411.86 ms [2021-10-20 17:53:21 main:574] : INFO : Epoch 1924 | loss: 0.0311262 | val_loss: 0.0311717 | Time: 3305.85 ms [2021-10-20 17:53:24 main:574] : INFO : Epoch 1925 | loss: 0.0311253 | val_loss: 0.0311743 | Time: 3264.03 ms [2021-10-20 17:53:28 main:574] : INFO : Epoch 1926 | loss: 0.0311237 | val_loss: 0.0311803 | Time: 3423.7 ms [2021-10-20 17:53:31 main:574] : INFO : Epoch 1927 | loss: 0.0311244 | val_loss: 0.0311752 | Time: 3400.53 ms [2021-10-20 17:53:35 main:574] : INFO : Epoch 1928 | loss: 0.031124 | val_loss: 0.0311741 | Time: 3245.7 ms [2021-10-20 17:53:38 main:574] : INFO : Epoch 1929 | loss: 0.0311219 | val_loss: 0.0311778 | Time: 3329.38 ms [2021-10-20 17:53:41 main:574] : INFO : Epoch 1930 | loss: 0.0311233 | val_loss: 0.03118 | Time: 3218.2 ms [2021-10-20 17:53:44 main:574] : INFO : Epoch 1931 | loss: 0.031122 | val_loss: 0.0311801 | Time: 3265.85 ms [2021-10-20 17:53:48 main:574] : INFO : Epoch 1932 | loss: 0.0311209 | val_loss: 0.0311845 | Time: 3488.38 ms [2021-10-20 17:53:51 main:574] : INFO : Epoch 1933 | loss: 0.0311222 | val_loss: 0.0311775 | Time: 3211.38 ms [2021-10-20 17:53:55 main:574] : INFO : Epoch 1934 | loss: 0.0311261 | val_loss: 0.0311875 | Time: 3587.54 ms [2021-10-20 17:53:58 main:574] : INFO : Epoch 1935 | loss: 0.0311295 | val_loss: 0.0311944 | Time: 3329.16 ms [2021-10-20 17:54:02 main:574] : INFO : Epoch 1936 | loss: 0.0311232 | val_loss: 0.0311735 | Time: 3287.7 ms [2021-10-20 17:54:05 main:574] : INFO : Epoch 1937 | loss: 0.031117 | val_loss: 0.0311745 | Time: 3241.38 ms [2021-10-20 17:54:08 main:574] : INFO : Epoch 1938 | loss: 0.031118 | val_loss: 0.0311729 | Time: 3363.28 ms [2021-10-20 17:54:12 main:574] : INFO : Epoch 1939 | loss: 0.0311183 | val_loss: 0.0311772 | Time: 3874.57 ms [2021-10-20 17:54:16 main:574] : INFO : Epoch 1940 | loss: 0.0311198 | val_loss: 0.0311767 | Time: 3463.43 ms [2021-10-20 17:54:19 main:574] : INFO : Epoch 1941 | loss: 0.0311179 | val_loss: 0.0311746 | Time: 3306.93 ms [2021-10-20 17:54:22 main:574] : INFO : Epoch 1942 | loss: 0.0311197 | val_loss: 0.0311836 | Time: 3154.56 ms [2021-10-20 17:54:26 main:574] : INFO : Epoch 1943 | loss: 0.03112 | val_loss: 0.031185 | Time: 4167.6 ms [2021-10-20 17:54:30 main:574] : INFO : Epoch 1944 | loss: 0.031129 | val_loss: 0.0311836 | Time: 3297.21 ms [2021-10-20 17:54:33 main:574] : INFO : Epoch 1945 | loss: 0.0311165 | val_loss: 0.031183 | Time: 3148.74 ms [2021-10-20 17:54:36 main:574] : INFO : Epoch 1946 | loss: 0.0311196 | val_loss: 0.0311759 | Time: 3107.2 ms [2021-10-20 17:54:39 main:574] : INFO : Epoch 1947 | loss: 0.0311158 | val_loss: 0.0311868 | Time: 3268.91 ms [2021-10-20 17:54:42 main:574] : INFO : Epoch 1948 | loss: 0.0311144 | val_loss: 0.0311824 | Time: 3312.49 ms [2021-10-20 17:54:46 main:574] : INFO : Epoch 1949 | loss: 0.0311139 | val_loss: 0.0311818 | Time: 3481.74 ms [2021-10-20 17:54:49 main:574] : INFO : Epoch 1950 | loss: 0.031113 | val_loss: 0.0311823 | Time: 3338.23 ms [2021-10-20 17:54:53 main:574] : INFO : Epoch 1951 | loss: 0.0311132 | val_loss: 0.0311885 | Time: 3270.19 ms [2021-10-20 17:54:56 main:574] : INFO : Epoch 1952 | loss: 0.0311147 | val_loss: 0.0311742 | Time: 3516.52 ms [2021-10-20 17:54:59 main:574] : INFO : Epoch 1953 | loss: 0.0311188 | val_loss: 0.0311813 | Time: 3254.34 ms [2021-10-20 17:55:03 main:574] : INFO : Epoch 1954 | loss: 0.0311236 | val_loss: 0.0311824 | Time: 3275 ms [2021-10-20 17:55:06 main:574] : INFO : Epoch 1955 | loss: 0.0311192 | val_loss: 0.0311804 | Time: 3631.06 ms [2021-10-20 17:55:10 main:574] : INFO : Epoch 1956 | loss: 0.0311224 | val_loss: 0.0311752 | Time: 3642.86 ms [2021-10-20 17:55:14 main:574] : INFO : Epoch 1957 | loss: 0.0311243 | val_loss: 0.0311989 | Time: 3501.08 ms [2021-10-20 17:55:17 main:574] : INFO : Epoch 1958 | loss: 0.0311311 | val_loss: 0.0311924 | Time: 3262.02 ms [2021-10-20 17:55:20 main:574] : INFO : Epoch 1959 | loss: 0.0311182 | val_loss: 0.0311792 | Time: 3216.23 ms [2021-10-20 17:55:23 main:574] : INFO : Epoch 1960 | loss: 0.031117 | val_loss: 0.031182 | Time: 3111.83 ms [2021-10-20 17:55:27 main:574] : INFO : Epoch 1961 | loss: 0.0311253 | val_loss: 0.0311771 | Time: 3274.65 ms [2021-10-20 17:55:30 main:574] : INFO : Epoch 1962 | loss: 0.0311292 | val_loss: 0.0311812 | Time: 3351.8 ms [2021-10-20 17:55:33 main:574] : INFO : Epoch 1963 | loss: 0.0311215 | val_loss: 0.0311809 | Time: 3552.22 ms [2021-10-20 17:55:37 main:574] : INFO : Epoch 1964 | loss: 0.0311208 | val_loss: 0.031176 | Time: 3212.65 ms [2021-10-20 17:55:40 main:574] : INFO : Epoch 1965 | loss: 0.031136 | val_loss: 0.0311734 | Time: 3743.32 ms [2021-10-20 17:55:44 main:574] : INFO : Epoch 1966 | loss: 0.0311352 | val_loss: 0.0311686 | Time: 3858.22 ms [2021-10-20 17:55:48 main:574] : INFO : Epoch 1967 | loss: 0.03113 | val_loss: 0.0311845 | Time: 3378.25 ms [2021-10-20 17:55:51 main:574] : INFO : Epoch 1968 | loss: 0.0311295 | val_loss: 0.0311745 | Time: 3532.94 ms [2021-10-20 17:55:55 main:574] : INFO : Epoch 1969 | loss: 0.0311271 | val_loss: 0.0311751 | Time: 3360.69 ms [2021-10-20 17:55:58 main:574] : INFO : Epoch 1970 | loss: 0.0311212 | val_loss: 0.0311847 | Time: 3383.48 ms [2021-10-20 17:56:02 main:574] : INFO : Epoch 1971 | loss: 0.0311234 | val_loss: 0.0311802 | Time: 3179.3 ms [2021-10-20 17:56:05 main:574] : INFO : Epoch 1972 | loss: 0.031119 | val_loss: 0.0311816 | Time: 3470.5 ms [2021-10-20 17:56:09 main:574] : INFO : Epoch 1973 | loss: 0.0311171 | val_loss: 0.031181 | Time: 3375.9 ms [2021-10-20 17:56:12 main:574] : INFO : Epoch 1974 | loss: 0.0311136 | val_loss: 0.031186 | Time: 3237.24 ms [2021-10-20 17:56:15 main:574] : INFO : Epoch 1975 | loss: 0.031117 | val_loss: 0.0311837 | Time: 3278.07 ms [2021-10-20 17:56:18 main:574] : INFO : Epoch 1976 | loss: 0.0311203 | val_loss: 0.0311849 | Time: 3244.93 ms [2021-10-20 17:56:22 main:574] : INFO : Epoch 1977 | loss: 0.0311223 | val_loss: 0.0311878 | Time: 3412.03 ms [2021-10-20 17:56:25 main:574] : INFO : Epoch 1978 | loss: 0.0311198 | val_loss: 0.0311883 | Time: 3288.41 ms [2021-10-20 17:56:29 main:574] : INFO : Epoch 1979 | loss: 0.0311172 | val_loss: 0.0311853 | Time: 3745.72 ms [2021-10-20 17:56:32 main:574] : INFO : Epoch 1980 | loss: 0.0311129 | val_loss: 0.0311804 | Time: 3315.02 ms [2021-10-20 17:56:36 main:574] : INFO : Epoch 1981 | loss: 0.0311115 | val_loss: 0.0311853 | Time: 3306.9 ms [2021-10-20 17:56:39 main:574] : INFO : Epoch 1982 | loss: 0.0311193 | val_loss: 0.0311776 | Time: 3391.51 ms [2021-10-20 17:56:42 main:574] : INFO : Epoch 1983 | loss: 0.0311337 | val_loss: 0.0311815 | Time: 3274.98 ms [2021-10-20 17:56:46 main:574] : INFO : Epoch 1984 | loss: 0.0311306 | val_loss: 0.0311737 | Time: 3459.81 ms [2021-10-20 17:56:50 main:574] : INFO : Epoch 1985 | loss: 0.0311252 | val_loss: 0.0311816 | Time: 3866.44 ms [2021-10-20 17:56:53 main:574] : INFO : Epoch 1986 | loss: 0.031123 | val_loss: 0.0311771 | Time: 3244.81 ms [2021-10-20 17:56:56 main:574] : INFO : Epoch 1987 | loss: 0.0311258 | val_loss: 0.0311708 | Time: 3310.03 ms [2021-10-20 17:56:59 main:574] : INFO : Epoch 1988 | loss: 0.0311247 | val_loss: 0.0311802 | Time: 3107.47 ms [2021-10-20 17:57:03 main:574] : INFO : Epoch 1989 | loss: 0.0311195 | val_loss: 0.0311752 | Time: 3205.56 ms [2021-10-20 17:57:07 main:574] : INFO : Epoch 1990 | loss: 0.0311201 | val_loss: 0.031176 | Time: 4387.53 ms [2021-10-20 17:57:10 main:574] : INFO : Epoch 1991 | loss: 0.0311167 | val_loss: 0.0311769 | Time: 3281.79 ms [2021-10-20 17:57:14 main:574] : INFO : Epoch 1992 | loss: 0.0311218 | val_loss: 0.0311794 | Time: 3516.99 ms [2021-10-20 17:57:17 main:574] : INFO : Epoch 1993 | loss: 0.0311217 | val_loss: 0.0311779 | Time: 3332.37 ms [2021-10-20 17:57:20 main:574] : INFO : Epoch 1994 | loss: 0.0311209 | val_loss: 0.0311773 | Time: 3354.95 ms [2021-10-20 17:57:24 main:574] : INFO : Epoch 1995 | loss: 0.0311261 | val_loss: 0.0311827 | Time: 3463.38 ms [2021-10-20 17:57:27 main:574] : INFO : Epoch 1996 | loss: 0.0311219 | val_loss: 0.0311765 | Time: 3208.9 ms [2021-10-20 17:57:31 main:574] : INFO : Epoch 1997 | loss: 0.031118 | val_loss: 0.031175 | Time: 3422.52 ms [2021-10-20 17:57:34 main:574] : INFO : Epoch 1998 | loss: 0.0311191 | val_loss: 0.0311793 | Time: 3326.22 ms [2021-10-20 17:57:37 main:574] : INFO : Epoch 1999 | loss: 0.031119 | val_loss: 0.0311758 | Time: 3382.2 ms [2021-10-20 17:57:41 main:574] : INFO : Epoch 2000 | loss: 0.0311197 | val_loss: 0.0311817 | Time: 3181.79 ms [2021-10-20 17:57:44 main:574] : INFO : Epoch 2001 | loss: 0.0311221 | val_loss: 0.0311776 | Time: 3213.04 ms [2021-10-20 17:57:47 main:574] : INFO : Epoch 2002 | loss: 0.0311269 | val_loss: 0.0311804 | Time: 3140.6 ms [2021-10-20 17:57:50 main:574] : INFO : Epoch 2003 | loss: 0.0311233 | val_loss: 0.0311745 | Time: 3262.39 ms [2021-10-20 17:57:54 main:574] : INFO : Epoch 2004 | loss: 0.0311196 | val_loss: 0.0311796 | Time: 3315.8 ms [2021-10-20 17:57:57 main:574] : INFO : Epoch 2005 | loss: 0.0311293 | val_loss: 0.0311783 | Time: 3224.76 ms [2021-10-20 17:58:00 main:574] : INFO : Epoch 2006 | loss: 0.0311384 | val_loss: 0.0311832 | Time: 3383.25 ms [2021-10-20 17:58:04 main:574] : INFO : Epoch 2007 | loss: 0.0311532 | val_loss: 0.0311745 | Time: 3885.72 ms [2021-10-20 17:58:08 main:574] : INFO : Epoch 2008 | loss: 0.0311427 | val_loss: 0.0311676 | Time: 3247.98 ms [2021-10-20 17:58:11 main:574] : INFO : Epoch 2009 | loss: 0.0311348 | val_loss: 0.031182 | Time: 3104.17 ms [2021-10-20 17:58:14 main:574] : INFO : Epoch 2010 | loss: 0.031131 | val_loss: 0.0311675 | Time: 3341.8 ms [2021-10-20 17:58:17 main:574] : INFO : Epoch 2011 | loss: 0.031124 | val_loss: 0.0311743 | Time: 3178.09 ms [2021-10-20 17:58:21 main:574] : INFO : Epoch 2012 | loss: 0.0311228 | val_loss: 0.0311771 | Time: 4265.88 ms [2021-10-20 17:58:25 main:574] : INFO : Epoch 2013 | loss: 0.0311213 | val_loss: 0.0311864 | Time: 3700.15 ms [2021-10-20 17:58:28 main:574] : INFO : Epoch 2014 | loss: 0.0311208 | val_loss: 0.031176 | Time: 3234.11 ms [2021-10-20 17:58:32 main:574] : INFO : Epoch 2015 | loss: 0.031117 | val_loss: 0.0311827 | Time: 3636.51 ms [2021-10-20 17:58:35 main:574] : INFO : Epoch 2016 | loss: 0.0311154 | val_loss: 0.0311884 | Time: 3246.53 ms [2021-10-20 17:58:39 main:574] : INFO : Epoch 2017 | loss: 0.0311175 | val_loss: 0.0311804 | Time: 3386.75 ms [2021-10-20 17:58:42 main:574] : INFO : Epoch 2018 | loss: 0.0311169 | val_loss: 0.031182 | Time: 3230.59 ms [2021-10-20 17:58:46 main:574] : INFO : Epoch 2019 | loss: 0.0311286 | val_loss: 0.0311765 | Time: 3501.97 ms [2021-10-20 17:58:49 main:574] : INFO : Epoch 2020 | loss: 0.0311555 | val_loss: 0.0311756 | Time: 3280.23 ms [2021-10-20 17:58:52 main:574] : INFO : Epoch 2021 | loss: 0.0311549 | val_loss: 0.0311701 | Time: 3214.7 ms [2021-10-20 17:58:56 main:574] : INFO : Epoch 2022 | loss: 0.0311499 | val_loss: 0.0311712 | Time: 3471.03 ms [2021-10-20 17:58:59 main:574] : INFO : Epoch 2023 | loss: 0.031145 | val_loss: 0.0311823 | Time: 3159.43 ms [2021-10-20 17:59:02 main:574] : INFO : Epoch 2024 | loss: 0.0311423 | val_loss: 0.0311696 | Time: 3565.33 ms [2021-10-20 17:59:06 main:574] : INFO : Epoch 2025 | loss: 0.0311383 | val_loss: 0.0311735 | Time: 3323.34 ms [2021-10-20 17:59:09 main:574] : INFO : Epoch 2026 | loss: 0.0311345 | val_loss: 0.031171 | Time: 3338.85 ms [2021-10-20 17:59:12 main:574] : INFO : Epoch 2027 | loss: 0.0311348 | val_loss: 0.0311753 | Time: 3375.66 ms [2021-10-20 17:59:16 main:574] : INFO : Epoch 2028 | loss: 0.0311418 | val_loss: 0.0311999 | Time: 3301.61 ms [2021-10-20 17:59:19 main:574] : INFO : Epoch 2029 | loss: 0.03115 | val_loss: 0.0311744 | Time: 3366.54 ms [2021-10-20 17:59:23 main:574] : INFO : Epoch 2030 | loss: 0.0311416 | val_loss: 0.0311842 | Time: 3204.92 ms [2021-10-20 17:59:26 main:574] : INFO : Epoch 2031 | loss: 0.031143 | val_loss: 0.0311909 | Time: 3286.66 ms [2021-10-20 17:59:29 main:574] : INFO : Epoch 2032 | loss: 0.0311466 | val_loss: 0.0311783 | Time: 3325.21 ms [2021-10-20 17:59:33 main:574] : INFO : Epoch 2033 | loss: 0.0311401 | val_loss: 0.0311712 | Time: 3351.29 ms [2021-10-20 17:59:36 main:574] : INFO : Epoch 2034 | loss: 0.0311342 | val_loss: 0.0311766 | Time: 3391.05 ms [2021-10-20 17:59:39 main:574] : INFO : Epoch 2035 | loss: 0.031132 | val_loss: 0.0311772 | Time: 3218.38 ms [2021-10-20 17:59:43 main:574] : INFO : Epoch 2036 | loss: 0.0311286 | val_loss: 0.0311764 | Time: 3247.3 ms [2021-10-20 17:59:46 main:574] : INFO : Epoch 2037 | loss: 0.0311288 | val_loss: 0.0311729 | Time: 3348.18 ms [2021-10-20 17:59:49 main:574] : INFO : Epoch 2038 | loss: 0.0311316 | val_loss: 0.0311815 | Time: 3294.15 ms [2021-10-20 17:59:53 main:574] : INFO : Epoch 2039 | loss: 0.0311284 | val_loss: 0.031173 | Time: 3309.96 ms [2021-10-20 17:59:56 main:574] : INFO : Epoch 2040 | loss: 0.0311232 | val_loss: 0.0311754 | Time: 3564.84 ms [2021-10-20 18:00:00 main:574] : INFO : Epoch 2041 | loss: 0.0311266 | val_loss: 0.0311764 | Time: 3821.32 ms [2021-10-20 18:00:03 main:574] : INFO : Epoch 2042 | loss: 0.0311261 | val_loss: 0.0311761 | Time: 3324.14 ms [2021-10-20 18:00:07 main:574] : INFO : Epoch 2043 | loss: 0.0311224 | val_loss: 0.0311745 | Time: 3605.4 ms [2021-10-20 18:00:10 main:574] : INFO : Epoch 2044 | loss: 0.0311267 | val_loss: 0.0311902 | Time: 3457.28 ms [2021-10-20 18:00:14 main:574] : INFO : Epoch 2045 | loss: 0.0311241 | val_loss: 0.0311829 | Time: 3289.15 ms [2021-10-20 18:00:17 main:574] : INFO : Epoch 2046 | loss: 0.0311232 | val_loss: 0.0311749 | Time: 3688.27 ms [2021-10-20 18:00:21 main:574] : INFO : Epoch 2047 | loss: 0.031121 | val_loss: 0.0311707 | Time: 3453.05 ms [2021-10-20 18:00:24 main:574] : INFO : Epoch 2048 | loss: 0.0311203 | val_loss: 0.0311779 | Time: 3190.78 ms [2021-10-20 18:00:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311779 [2021-10-20 18:00:24 main:603] : INFO : Saving end state to config to file [2021-10-20 18:00:24 main:608] : INFO : Success, exiting.. 18:00:24 (13916): 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)