Task 7721692
| Name | ParityModified-1631726560-28641-2_2 |
| Workunit | 5233215 |
| Created | 30 Sep 2021, 12:37:05 UTC |
| Sent | 1 Oct 2021, 14:14:24 UTC |
| Report deadline | 8 Oct 2021, 14:14:24 UTC |
| Received | 1 Oct 2021, 16:15:56 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 0 min 21 sec |
| CPU time | 1 hours 58 min 41 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 1,179.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 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: 0.031164 | val_loss: 0.0311715 | Time: 3532.78 ms
[2021-10-01 17:45:36 main:574] : INFO : Epoch 1543 | loss: 0.0311609 | val_loss: 0.0311749 | Time: 3510.06 ms
[2021-10-01 17:45:40 main:574] : INFO : Epoch 1544 | loss: 0.0311602 | val_loss: 0.0311787 | Time: 3529.39 ms
[2021-10-01 17:45:43 main:574] : INFO : Epoch 1545 | loss: 0.0311661 | val_loss: 0.0311758 | Time: 3526.95 ms
[2021-10-01 17:45:47 main:574] : INFO : Epoch 1546 | loss: 0.0311622 | val_loss: 0.0311771 | Time: 3508.3 ms
[2021-10-01 17:45:50 main:574] : INFO : Epoch 1547 | loss: 0.0311616 | val_loss: 0.0311788 | Time: 3513.78 ms
[2021-10-01 17:45:54 main:574] : INFO : Epoch 1548 | loss: 0.0311583 | val_loss: 0.0311755 | Time: 3499.33 ms
[2021-10-01 17:45:57 main:574] : INFO : Epoch 1549 | loss: 0.03116 | val_loss: 0.0311781 | Time: 3520.74 ms
[2021-10-01 17:46:01 main:574] : INFO : Epoch 1550 | loss: 0.0311577 | val_loss: 0.0311727 | Time: 3525.72 ms
[2021-10-01 17:46:04 main:574] : INFO : Epoch 1551 | loss: 0.0311572 | val_loss: 0.0311773 | Time: 3506.34 ms
[2021-10-01 17:46:08 main:574] : INFO : Epoch 1552 | loss: 0.0311565 | val_loss: 0.0311742 | Time: 3518.77 ms
[2021-10-01 17:46:11 main:574] : INFO : Epoch 1553 | loss: 0.0311555 | val_loss: 0.0311748 | Time: 3492.55 ms
[2021-10-01 17:46:15 main:574] : INFO : Epoch 1554 | loss: 0.0311578 | val_loss: 0.0311719 | Time: 3492.81 ms
[2021-10-01 17:46:18 main:574] : INFO : Epoch 1555 | loss: 0.0311575 | val_loss: 0.0311785 | Time: 3503.24 ms
[2021-10-01 17:46:22 main:574] : INFO : Epoch 1556 | loss: 0.0311552 | val_loss: 0.0311739 | Time: 3506.74 ms
[2021-10-01 17:46:25 main:574] : INFO : Epoch 1557 | loss: 0.031153 | val_loss: 0.0311819 | Time: 3523.29 ms
[2021-10-01 17:46:29 main:574] : INFO : Epoch 1558 | loss: 0.0311552 | val_loss: 0.0311845 | Time: 3516.52 ms
[2021-10-01 17:46:32 main:574] : INFO : Epoch 1559 | loss: 0.0311552 | val_loss: 0.0311772 | Time: 3523.79 ms
[2021-10-01 17:46:36 main:574] : INFO : Epoch 1560 | loss: 0.0311559 | val_loss: 0.0311772 | Time: 3558.49 ms
[2021-10-01 17:46:39 main:574] : INFO : Epoch 1561 | loss: 0.0311538 | val_loss: 0.0311796 | Time: 3527.21 ms
[2021-10-01 17:46:43 main:574] : INFO : Epoch 1562 | loss: 0.0311534 | val_loss: 0.0311778 | Time: 3508.72 ms
[2021-10-01 17:46:46 main:574] : INFO : Epoch 1563 | loss: 0.0311522 | val_loss: 0.0311764 | Time: 3517.32 ms
[2021-10-01 17:46:50 main:574] : INFO : Epoch 1564 | loss: 0.0311545 | val_loss: 0.0311797 | Time: 3502.35 ms
[2021-10-01 17:46:54 main:574] : INFO : Epoch 1565 | loss: 0.0311526 | val_loss: 0.0311762 | Time: 3521.42 ms
[2021-10-01 17:46:57 main:574] : INFO : Epoch 1566 | loss: 0.0311524 | val_loss: 0.0311759 | Time: 3519.04 ms
[2021-10-01 17:47:01 main:574] : INFO : Epoch 1567 | loss: 0.0311536 | val_loss: 0.0311781 | Time: 3525.05 ms
[2021-10-01 17:47:04 main:574] : INFO : Epoch 1568 | loss: 0.0311511 | val_loss: 0.0311751 | Time: 3518.5 ms
[2021-10-01 17:47:08 main:574] : INFO : Epoch 1569 | loss: 0.0311498 | val_loss: 0.0311758 | Time: 3493.39 ms
[2021-10-01 17:47:11 main:574] : INFO : Epoch 1570 | loss: 0.0311515 | val_loss: 0.0311792 | Time: 3525.27 ms
[2021-10-01 17:47:15 main:574] : INFO : Epoch 1571 | loss: 0.0311504 | val_loss: 0.0311823 | Time: 3503.22 ms
[2021-10-01 17:47:18 main:574] : INFO : Epoch 1572 | loss: 0.0311494 | val_loss: 0.0311806 | Time: 3500.98 ms
[2021-10-01 17:47:22 main:574] : INFO : Epoch 1573 | loss: 0.0311497 | val_loss: 0.0311835 | Time: 3493.9 ms
[2021-10-01 17:47:25 main:574] : INFO : Epoch 1574 | loss: 0.0311511 | val_loss: 0.0311757 | Time: 3506.09 ms
[2021-10-01 17:47:29 main:574] : INFO : Epoch 1575 | loss: 0.0311498 | val_loss: 0.0311886 | Time: 3504.27 ms
[2021-10-01 17:47:32 main:574] : INFO : Epoch 1576 | loss: 0.0311531 | val_loss: 0.0311778 | Time: 3503.32 ms
[2021-10-01 17:47:36 main:574] : INFO : Epoch 1577 | loss: 0.0311554 | val_loss: 0.0311752 | Time: 3522.24 ms
[2021-10-01 17:47:39 main:574] : INFO : Epoch 1578 | loss: 0.0311555 | val_loss: 0.0311766 | Time: 3494.15 ms
[2021-10-01 17:47:43 main:574] : INFO : Epoch 1579 | loss: 0.0311577 | val_loss: 0.0311771 | Time: 3500.52 ms
[2021-10-01 17:47:46 main:574] : INFO : Epoch 1580 | loss: 0.031156 | val_loss: 0.0311869 | Time: 3495.8 ms
[2021-10-01 17:47:50 main:574] : INFO : Epoch 1581 | loss: 0.0311532 | val_loss: 0.0311754 | Time: 3513.86 ms
[2021-10-01 17:47:53 main:574] : INFO : Epoch 1582 | loss: 0.031168 | val_loss: 0.0311784 | Time: 3502.82 ms
[2021-10-01 17:47:57 main:574] : INFO : Epoch 1583 | loss: 0.0311674 | val_loss: 0.0311745 | Time: 3498.02 ms
[2021-10-01 17:48:00 main:574] : INFO : Epoch 1584 | loss: 0.0311629 | val_loss: 0.031174 | Time: 3508.58 ms
[2021-10-01 17:48:04 main:574] : INFO : Epoch 1585 | loss: 0.0311623 | val_loss: 0.0311706 | Time: 3505.98 ms
[2021-10-01 17:48:07 main:574] : INFO : Epoch 1586 | loss: 0.0311632 | val_loss: 0.0311781 | Time: 3499.51 ms
[2021-10-01 17:48:11 main:574] : INFO : Epoch 1587 | loss: 0.0311725 | val_loss: 0.031178 | Time: 3517.65 ms
[2021-10-01 17:48:14 main:574] : INFO : Epoch 1588 | loss: 0.0311695 | val_loss: 0.0311783 | Time: 3486.19 ms
[2021-10-01 17:48:18 main:574] : INFO : Epoch 1589 | loss: 0.0311664 | val_loss: 0.0311757 | Time: 3514.57 ms
[2021-10-01 17:48:21 main:574] : INFO : Epoch 1590 | loss: 0.0311656 | val_loss: 0.0311752 | Time: 3511.58 ms
[2021-10-01 17:48:25 main:574] : INFO : Epoch 1591 | loss: 0.031164 | val_loss: 0.031175 | Time: 3510.82 ms
[2021-10-01 17:48:28 main:574] : INFO : Epoch 1592 | loss: 0.0311636 | val_loss: 0.0311747 | Time: 3501.8 ms
[2021-10-01 17:48:32 main:574] : INFO : Epoch 1593 | loss: 0.0311611 | val_loss: 0.0311758 | Time: 3486.93 ms
[2021-10-01 17:48:35 main:574] : INFO : Epoch 1594 | loss: 0.0311594 | val_loss: 0.0311734 | Time: 3488.96 ms
[2021-10-01 17:48:39 main:574] : INFO : Epoch 1595 | loss: 0.0311583 | val_loss: 0.0311715 | Time: 3505.03 ms
[2021-10-01 17:48:42 main:574] : INFO : Epoch 1596 | loss: 0.0311585 | val_loss: 0.0311736 | Time: 3493.59 ms
[2021-10-01 17:48:46 main:574] : INFO : Epoch 1597 | loss: 0.0311571 | val_loss: 0.0311739 | Time: 3499.91 ms
[2021-10-01 17:48:49 main:574] : INFO : Epoch 1598 | loss: 0.0311558 | val_loss: 0.0311722 | Time: 3516.89 ms
[2021-10-01 17:48:53 main:574] : INFO : Epoch 1599 | loss: 0.0311582 | val_loss: 0.0311765 | Time: 3510.35 ms
[2021-10-01 17:48:56 main:574] : INFO : Epoch 1600 | loss: 0.0311568 | val_loss: 0.0311745 | Time: 3486.42 ms
[2021-10-01 17:49:00 main:574] : INFO : Epoch 1601 | loss: 0.0311535 | val_loss: 0.0311752 | Time: 3542.9 ms
[2021-10-01 17:49:03 main:574] : INFO : Epoch 1602 | loss: 0.0311542 | val_loss: 0.0311732 | Time: 3499.36 ms
[2021-10-01 17:49:07 main:574] : INFO : Epoch 1603 | loss: 0.0311566 | val_loss: 0.0311771 | Time: 3494.44 ms
[2021-10-01 17:49:10 main:574] : INFO : Epoch 1604 | loss: 0.0311565 | val_loss: 0.0311746 | Time: 3504.95 ms
[2021-10-01 17:49:14 main:574] : INFO : Epoch 1605 | loss: 0.0311591 | val_loss: 0.0311799 | Time: 3529.08 ms
[2021-10-01 17:49:17 main:574] : INFO : Epoch 1606 | loss: 0.0311633 | val_loss: 0.0311777 | Time: 3506.78 ms
[2021-10-01 17:49:21 main:574] : INFO : Epoch 1607 | loss: 0.0311598 | val_loss: 0.031183 | Time: 3503.11 ms
[2021-10-01 17:49:24 main:574] : INFO : Epoch 1608 | loss: 0.0311615 | val_loss: 0.0311784 | Time: 3511.68 ms
[2021-10-01 17:49:28 main:574] : INFO : Epoch 1609 | loss: 0.0311596 | val_loss: 0.03118 | Time: 3515.58 ms
[2021-10-01 17:49:31 main:574] : INFO : Epoch 1610 | loss: 0.0311561 | val_loss: 0.0311755 | Time: 3511.9 ms
[2021-10-01 17:49:35 main:574] : INFO : Epoch 1611 | loss: 0.0311552 | val_loss: 0.0311789 | Time: 3508.16 ms
[2021-10-01 17:49:39 main:574] : INFO : Epoch 1612 | loss: 0.0311557 | val_loss: 0.0311769 | Time: 3523.41 ms
[2021-10-01 17:49:42 main:574] : INFO : Epoch 1613 | loss: 0.0311553 | val_loss: 0.0311741 | Time: 3529.88 ms
[2021-10-01 17:49:46 main:574] : INFO : Epoch 1614 | loss: 0.0311561 | val_loss: 0.0311752 | Time: 3528.73 ms
[2021-10-01 17:49:49 main:574] : INFO : Epoch 1615 | loss: 0.0311547 | val_loss: 0.0311744 | Time: 3507.56 ms
[2021-10-01 17:49:53 main:574] : INFO : Epoch 1616 | loss: 0.031154 | val_loss: 0.0311744 | Time: 3531.42 ms
[2021-10-01 17:49:56 main:574] : INFO : Epoch 1617 | loss: 0.0311554 | val_loss: 0.0311756 | Time: 3527.27 ms
[2021-10-01 17:50:00 main:574] : INFO : Epoch 1618 | loss: 0.031158 | val_loss: 0.0311775 | Time: 3532.47 ms
[2021-10-01 17:50:03 main:574] : INFO : Epoch 1619 | loss: 0.0311543 | val_loss: 0.0311745 | Time: 3522.34 ms
[2021-10-01 17:50:07 main:574] : INFO : Epoch 1620 | loss: 0.0311536 | val_loss: 0.0311759 | Time: 3513.4 ms
[2021-10-01 17:50:10 main:574] : INFO : Epoch 1621 | loss: 0.0311536 | val_loss: 0.0311821 | Time: 3512.53 ms
[2021-10-01 17:50:14 main:574] : INFO : Epoch 1622 | loss: 0.0311523 | val_loss: 0.0311788 | Time: 3512.83 ms
[2021-10-01 17:50:17 main:574] : INFO : Epoch 1623 | loss: 0.0311607 | val_loss: 0.0311754 | Time: 3503.91 ms
[2021-10-01 17:50:21 main:574] : INFO : Epoch 1624 | loss: 0.0311631 | val_loss: 0.0311776 | Time: 3503.21 ms
[2021-10-01 17:50:24 main:574] : INFO : Epoch 1625 | loss: 0.0311572 | val_loss: 0.0311751 | Time: 3524.81 ms
[2021-10-01 17:50:28 main:574] : INFO : Epoch 1626 | loss: 0.0311543 | val_loss: 0.0311791 | Time: 3506.75 ms
[2021-10-01 17:50:31 main:574] : INFO : Epoch 1627 | loss: 0.031153 | val_loss: 0.0311799 | Time: 3518.3 ms
[2021-10-01 17:50:35 main:574] : INFO : Epoch 1628 | loss: 0.0311522 | val_loss: 0.03118 | Time: 3507.64 ms
[2021-10-01 17:50:38 main:574] : INFO : Epoch 1629 | loss: 0.0311555 | val_loss: 0.0311811 | Time: 3508.54 ms
[2021-10-01 17:50:42 main:574] : INFO : Epoch 1630 | loss: 0.0311568 | val_loss: 0.0311868 | Time: 3505.86 ms
[2021-10-01 17:50:45 main:574] : INFO : Epoch 1631 | loss: 0.031156 | val_loss: 0.03118 | Time: 3509 ms
[2021-10-01 17:50:49 main:574] : INFO : Epoch 1632 | loss: 0.031152 | val_loss: 0.0311766 | Time: 3518.25 ms
[2021-10-01 17:50:52 main:574] : INFO : Epoch 1633 | loss: 0.031152 | val_loss: 0.0311822 | Time: 3520.51 ms
[2021-10-01 17:50:56 main:574] : INFO : Epoch 1634 | loss: 0.0311503 | val_loss: 0.031176 | Time: 3495.18 ms
[2021-10-01 17:50:59 main:574] : INFO : Epoch 1635 | loss: 0.0311519 | val_loss: 0.0311804 | Time: 3506.7 ms
[2021-10-01 17:51:03 main:574] : INFO : Epoch 1636 | loss: 0.0311548 | val_loss: 0.031182 | Time: 3552.01 ms
[2021-10-01 17:51:07 main:574] : INFO : Epoch 1637 | loss: 0.0311503 | val_loss: 0.0311843 | Time: 3520.05 ms
[2021-10-01 17:51:10 main:574] : INFO : Epoch 1638 | loss: 0.0311512 | val_loss: 0.0311766 | Time: 3524.99 ms
[2021-10-01 17:51:14 main:574] : INFO : Epoch 1639 | loss: 0.0311517 | val_loss: 0.0311806 | Time: 3503.3 ms
[2021-10-01 17:51:17 main:574] : INFO : Epoch 1640 | loss: 0.0311515 | val_loss: 0.0311813 | Time: 3518.46 ms
[2021-10-01 17:51:21 main:574] : INFO : Epoch 1641 | loss: 0.031152 | val_loss: 0.0311805 | Time: 3506.04 ms
[2021-10-01 17:51:24 main:574] : INFO : Epoch 1642 | loss: 0.0311498 | val_loss: 0.031177 | Time: 3510.63 ms
[2021-10-01 17:51:28 main:574] : INFO : Epoch 1643 | loss: 0.0311476 | val_loss: 0.0311764 | Time: 3494.6 ms
[2021-10-01 17:51:31 main:574] : INFO : Epoch 1644 | loss: 0.0311483 | val_loss: 0.031177 | Time: 3506.39 ms
[2021-10-01 17:51:35 main:574] : INFO : Epoch 1645 | loss: 0.0311506 | val_loss: 0.0311779 | Time: 3525.07 ms
[2021-10-01 17:51:38 main:574] : INFO : Epoch 1646 | loss: 0.0311531 | val_loss: 0.0311826 | Time: 3508.38 ms
[2021-10-01 17:51:42 main:574] : INFO : Epoch 1647 | loss: 0.0311846 | val_loss: 0.0312038 | Time: 3515.9 ms
[2021-10-01 17:51:45 main:574] : INFO : Epoch 1648 | loss: 0.0312093 | val_loss: 0.0311935 | Time: 3517.86 ms
[2021-10-01 17:51:49 main:574] : INFO : Epoch 1649 | loss: 0.0311954 | val_loss: 0.0311913 | Time: 3502.12 ms
[2021-10-01 17:51:52 main:574] : INFO : Epoch 1650 | loss: 0.0311923 | val_loss: 0.0311909 | Time: 3528.31 ms
[2021-10-01 17:51:56 main:574] : INFO : Epoch 1651 | loss: 0.0311934 | val_loss: 0.0311939 | Time: 3522.99 ms
[2021-10-01 17:51:59 main:574] : INFO : Epoch 1652 | loss: 0.0311887 | val_loss: 0.0311833 | Time: 3496.71 ms
[2021-10-01 17:52:03 main:574] : INFO : Epoch 1653 | loss: 0.0311835 | val_loss: 0.0311832 | Time: 3534.73 ms
[2021-10-01 17:52:06 main:574] : INFO : Epoch 1654 | loss: 0.0311812 | val_loss: 0.0311828 | Time: 3534.85 ms
[2021-10-01 17:52:10 main:574] : INFO : Epoch 1655 | loss: 0.0311816 | val_loss: 0.0311838 | Time: 3539.51 ms
[2021-10-01 17:52:13 main:574] : INFO : Epoch 1656 | loss: 0.0311822 | val_loss: 0.0311855 | Time: 3505.88 ms
[2021-10-01 17:52:17 main:574] : INFO : Epoch 1657 | loss: 0.0311814 | val_loss: 0.0311853 | Time: 3521.74 ms
[2021-10-01 17:52:20 main:574] : INFO : Epoch 1658 | loss: 0.031181 | val_loss: 0.0311841 | Time: 3511.9 ms
[2021-10-01 17:52:24 main:574] : INFO : Epoch 1659 | loss: 0.0311799 | val_loss: 0.0311884 | Time: 3490.44 ms
[2021-10-01 17:52:27 main:574] : INFO : Epoch 1660 | loss: 0.0311811 | val_loss: 0.0311826 | Time: 3533.4 ms
[2021-10-01 17:52:31 main:574] : INFO : Epoch 1661 | loss: 0.0311789 | val_loss: 0.0311829 | Time: 3536.55 ms
[2021-10-01 17:52:35 main:574] : INFO : Epoch 1662 | loss: 0.0311793 | val_loss: 0.0311847 | Time: 3511.36 ms
[2021-10-01 17:52:38 main:574] : INFO : Epoch 1663 | loss: 0.0311784 | val_loss: 0.0311822 | Time: 3523.3 ms
[2021-10-01 17:52:42 main:574] : INFO : Epoch 1664 | loss: 0.0311775 | val_loss: 0.0311789 | Time: 3492.84 ms
[2021-10-01 17:52:45 main:574] : INFO : Epoch 1665 | loss: 0.0311791 | val_loss: 0.0311819 | Time: 3514.28 ms
[2021-10-01 17:52:49 main:574] : INFO : Epoch 1666 | loss: 0.0311797 | val_loss: 0.0311808 | Time: 3509.61 ms
[2021-10-01 17:52:52 main:574] : INFO : Epoch 1667 | loss: 0.0311793 | val_loss: 0.0311808 | Time: 3534.8 ms
[2021-10-01 17:52:56 main:574] : INFO : Epoch 1668 | loss: 0.0311786 | val_loss: 0.0311824 | Time: 3516.32 ms
[2021-10-01 17:52:59 main:574] : INFO : Epoch 1669 | loss: 0.0311794 | val_loss: 0.0311815 | Time: 3503.84 ms
[2021-10-01 17:53:03 main:574] : INFO : Epoch 1670 | loss: 0.0311787 | val_loss: 0.0311816 | Time: 3534.14 ms
[2021-10-01 17:53:06 main:574] : INFO : Epoch 1671 | loss: 0.0311784 | val_loss: 0.0311796 | Time: 3515.22 ms
[2021-10-01 17:53:10 main:574] : INFO : Epoch 1672 | loss: 0.0311784 | val_loss: 0.0311798 | Time: 3536.18 ms
[2021-10-01 17:53:13 main:574] : INFO : Epoch 1673 | loss: 0.031177 | val_loss: 0.0311787 | Time: 3525.69 ms
[2021-10-01 17:53:17 main:574] : INFO : Epoch 1674 | loss: 0.031177 | val_loss: 0.0311784 | Time: 3589.67 ms
[2021-10-01 17:53:20 main:574] : INFO : Epoch 1675 | loss: 0.0311768 | val_loss: 0.0311791 | Time: 3532.09 ms
[2021-10-01 17:53:24 main:574] : INFO : Epoch 1676 | loss: 0.0311772 | val_loss: 0.0311778 | Time: 3533.05 ms
[2021-10-01 17:53:27 main:574] : INFO : Epoch 1677 | loss: 0.0311755 | val_loss: 0.0311802 | Time: 3525.06 ms
[2021-10-01 17:53:31 main:574] : INFO : Epoch 1678 | loss: 0.0311749 | val_loss: 0.03118 | Time: 3524.7 ms
[2021-10-01 17:53:35 main:574] : INFO : Epoch 1679 | loss: 0.0311756 | val_loss: 0.0311797 | Time: 3504.44 ms
[2021-10-01 17:53:38 main:574] : INFO : Epoch 1680 | loss: 0.0311749 | val_loss: 0.0311792 | Time: 3515.6 ms
[2021-10-01 17:53:42 main:574] : INFO : Epoch 1681 | loss: 0.0311742 | val_loss: 0.0311796 | Time: 3530.4 ms
[2021-10-01 17:53:45 main:574] : INFO : Epoch 1682 | loss: 0.0311746 | val_loss: 0.031179 | Time: 3512.31 ms
[2021-10-01 17:53:49 main:574] : INFO : Epoch 1683 | loss: 0.0311747 | val_loss: 0.0311821 | Time: 3516.4 ms
[2021-10-01 17:53:52 main:574] : INFO : Epoch 1684 | loss: 0.0311741 | val_loss: 0.0311801 | Time: 3511.67 ms
[2021-10-01 17:53:56 main:574] : INFO : Epoch 1685 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 3520.49 ms
[2021-10-01 17:53:59 main:574] : INFO : Epoch 1686 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 3526.84 ms
[2021-10-01 17:54:03 main:574] : INFO : Epoch 1687 | loss: 0.0311739 | val_loss: 0.0311789 | Time: 3529.41 ms
[2021-10-01 17:54:06 main:574] : INFO : Epoch 1688 | loss: 0.0311728 | val_loss: 0.0311785 | Time: 3536.28 ms
[2021-10-01 17:54:10 main:574] : INFO : Epoch 1689 | loss: 0.0311729 | val_loss: 0.0311779 | Time: 3518 ms
[2021-10-01 17:54:13 main:574] : INFO : Epoch 1690 | loss: 0.0311735 | val_loss: 0.0311773 | Time: 3531.88 ms
[2021-10-01 17:54:17 main:574] : INFO : Epoch 1691 | loss: 0.0311761 | val_loss: 0.0311817 | Time: 3519.37 ms
[2021-10-01 17:54:20 main:574] : INFO : Epoch 1692 | loss: 0.031179 | val_loss: 0.0311838 | Time: 3534.24 ms
[2021-10-01 17:54:24 main:574] : INFO : Epoch 1693 | loss: 0.0311749 | val_loss: 0.0311793 | Time: 3511.87 ms
[2021-10-01 17:54:27 main:574] : INFO : Epoch 1694 | loss: 0.0311736 | val_loss: 0.0311787 | Time: 3519.37 ms
[2021-10-01 17:54:31 main:574] : INFO : Epoch 1695 | loss: 0.0311731 | val_loss: 0.0311777 | Time: 3530.47 ms
[2021-10-01 17:54:34 main:574] : INFO : Epoch 1696 | loss: 0.0311728 | val_loss: 0.0311775 | Time: 3501.81 ms
[2021-10-01 17:54:38 main:574] : INFO : Epoch 1697 | loss: 0.0311734 | val_loss: 0.0311784 | Time: 3519.85 ms
[2021-10-01 17:54:41 main:574] : INFO : Epoch 1698 | loss: 0.0311737 | val_loss: 0.0311781 | Time: 3528.79 ms
[2021-10-01 17:54:45 main:574] : INFO : Epoch 1699 | loss: 0.0311736 | val_loss: 0.0311787 | Time: 3519.34 ms
[2021-10-01 17:54:49 main:574] : INFO : Epoch 1700 | loss: 0.0311729 | val_loss: 0.0311771 | Time: 3513.82 ms
[2021-10-01 17:54:52 main:574] : INFO : Epoch 1701 | loss: 0.0311727 | val_loss: 0.0311778 | Time: 3508 ms
[2021-10-01 17:54:56 main:574] : INFO : Epoch 1702 | loss: 0.0311737 | val_loss: 0.0311805 | Time: 3526.73 ms
[2021-10-01 17:54:59 main:574] : INFO : Epoch 1703 | loss: 0.0311751 | val_loss: 0.031179 | Time: 3533.96 ms
[2021-10-01 17:55:03 main:574] : INFO : Epoch 1704 | loss: 0.0311749 | val_loss: 0.0311795 | Time: 3522.74 ms
[2021-10-01 17:55:06 main:574] : INFO : Epoch 1705 | loss: 0.0311739 | val_loss: 0.0311763 | Time: 3507 ms
[2021-10-01 17:55:10 main:574] : INFO : Epoch 1706 | loss: 0.0311721 | val_loss: 0.0311774 | Time: 3528.98 ms
[2021-10-01 17:55:13 main:574] : INFO : Epoch 1707 | loss: 0.0311729 | val_loss: 0.0311794 | Time: 3511.88 ms
[2021-10-01 17:55:17 main:574] : INFO : Epoch 1708 | loss: 0.0311725 | val_loss: 0.0311793 | Time: 3518.53 ms
[2021-10-01 17:55:20 main:574] : INFO : Epoch 1709 | loss: 0.0311746 | val_loss: 0.0311814 | Time: 3508.37 ms
[2021-10-01 17:55:24 main:574] : INFO : Epoch 1710 | loss: 0.0311721 | val_loss: 0.0311772 | Time: 3516.7 ms
[2021-10-01 17:55:27 main:574] : INFO : Epoch 1711 | loss: 0.0311713 | val_loss: 0.0311772 | Time: 3519.18 ms
[2021-10-01 17:55:31 main:574] : INFO : Epoch 1712 | loss: 0.0311702 | val_loss: 0.0311781 | Time: 3516.73 ms
[2021-10-01 17:55:34 main:574] : INFO : Epoch 1713 | loss: 0.0311719 | val_loss: 0.0311841 | Time: 3507.43 ms
[2021-10-01 17:55:38 main:574] : INFO : Epoch 1714 | loss: 0.0311725 | val_loss: 0.0311787 | Time: 3509.2 ms
[2021-10-01 17:55:41 main:574] : INFO : Epoch 1715 | loss: 0.0311705 | val_loss: 0.0311784 | Time: 3524.41 ms
[2021-10-01 17:55:45 main:574] : INFO : Epoch 1716 | loss: 0.0311714 | val_loss: 0.0311784 | Time: 3525.77 ms
[2021-10-01 17:55:48 main:574] : INFO : Epoch 1717 | loss: 0.0311702 | val_loss: 0.0311766 | Time: 3502.04 ms
[2021-10-01 17:55:52 main:574] : INFO : Epoch 1718 | loss: 0.0311699 | val_loss: 0.0311776 | Time: 3505.58 ms
[2021-10-01 17:55:55 main:574] : INFO : Epoch 1719 | loss: 0.0311698 | val_loss: 0.0311769 | Time: 3539.92 ms
[2021-10-01 17:55:59 main:574] : INFO : Epoch 1720 | loss: 0.0311692 | val_loss: 0.0311772 | Time: 3521.03 ms
[2021-10-01 17:56:02 main:574] : INFO : Epoch 1721 | loss: 0.0311686 | val_loss: 0.0311763 | Time: 3534.33 ms
[2021-10-01 17:56:06 main:574] : INFO : Epoch 1722 | loss: 0.0311732 | val_loss: 0.0311796 | Time: 3520.52 ms
[2021-10-01 17:56:10 main:574] : INFO : Epoch 1723 | loss: 0.0311722 | val_loss: 0.0311766 | Time: 3522.92 ms
[2021-10-01 17:56:13 main:574] : INFO : Epoch 1724 | loss: 0.0311708 | val_loss: 0.0311767 | Time: 3525.98 ms
[2021-10-01 17:56:17 main:574] : INFO : Epoch 1725 | loss: 0.0311706 | val_loss: 0.0311753 | Time: 3536.88 ms
[2021-10-01 17:56:20 main:574] : INFO : Epoch 1726 | loss: 0.0311698 | val_loss: 0.0311767 | Time: 3521.04 ms
[2021-10-01 17:56:24 main:574] : INFO : Epoch 1727 | loss: 0.0311699 | val_loss: 0.0311758 | Time: 3524.69 ms
[2021-10-01 17:56:27 main:574] : INFO : Epoch 1728 | loss: 0.0311689 | val_loss: 0.0311746 | Time: 3518.3 ms
[2021-10-01 17:56:31 main:574] : INFO : Epoch 1729 | loss: 0.0311688 | val_loss: 0.0311762 | Time: 3512.36 ms
[2021-10-01 17:56:34 main:574] : INFO : Epoch 1730 | loss: 0.0311681 | val_loss: 0.0311759 | Time: 3522.04 ms
[2021-10-01 17:56:38 main:574] : INFO : Epoch 1731 | loss: 0.031169 | val_loss: 0.0311775 | Time: 3519.51 ms
[2021-10-01 17:56:41 main:574] : INFO : Epoch 1732 | loss: 0.0311691 | val_loss: 0.0311787 | Time: 3503.13 ms
[2021-10-01 17:56:45 main:574] : INFO : Epoch 1733 | loss: 0.0311702 | val_loss: 0.0311881 | Time: 3511.36 ms
[2021-10-01 17:56:48 main:574] : INFO : Epoch 1734 | loss: 0.0311702 | val_loss: 0.0311764 | Time: 3537.59 ms
[2021-10-01 17:56:52 main:574] : INFO : Epoch 1735 | loss: 0.0311675 | val_loss: 0.0311786 | Time: 3491.8 ms
[2021-10-01 17:56:55 main:574] : INFO : Epoch 1736 | loss: 0.0311675 | val_loss: 0.0311765 | Time: 3510.31 ms
[2021-10-01 17:56:59 main:574] : INFO : Epoch 1737 | loss: 0.0311673 | val_loss: 0.0311774 | Time: 3506.86 ms
[2021-10-01 17:57:02 main:574] : INFO : Epoch 1738 | loss: 0.031169 | val_loss: 0.031181 | Time: 3532.28 ms
[2021-10-01 17:57:06 main:574] : INFO : Epoch 1739 | loss: 0.0311681 | val_loss: 0.0311759 | Time: 3517.31 ms
[2021-10-01 17:57:09 main:574] : INFO : Epoch 1740 | loss: 0.0311683 | val_loss: 0.0311791 | Time: 3526.8 ms
[2021-10-01 17:57:13 main:574] : INFO : Epoch 1741 | loss: 0.0311695 | val_loss: 0.0311824 | Time: 3499.82 ms
[2021-10-01 17:57:16 main:574] : INFO : Epoch 1742 | loss: 0.0311682 | val_loss: 0.0311762 | Time: 3523.83 ms
[2021-10-01 17:57:20 main:574] : INFO : Epoch 1743 | loss: 0.0311666 | val_loss: 0.0311772 | Time: 3529.34 ms
[2021-10-01 17:57:24 main:574] : INFO : Epoch 1744 | loss: 0.0311682 | val_loss: 0.0311771 | Time: 3527.1 ms
[2021-10-01 17:57:27 main:574] : INFO : Epoch 1745 | loss: 0.0311673 | val_loss: 0.0311764 | Time: 3519.54 ms
[2021-10-01 17:57:31 main:574] : INFO : Epoch 1746 | loss: 0.0311657 | val_loss: 0.0311778 | Time: 3507.43 ms
[2021-10-01 17:57:34 main:574] : INFO : Epoch 1747 | loss: 0.0311674 | val_loss: 0.0311763 | Time: 3505.53 ms
[2021-10-01 17:57:38 main:574] : INFO : Epoch 1748 | loss: 0.0311667 | val_loss: 0.0311782 | Time: 3524.1 ms
[2021-10-01 17:57:41 main:574] : INFO : Epoch 1749 | loss: 0.0311649 | val_loss: 0.0311755 | Time: 3508.3 ms
[2021-10-01 17:57:45 main:574] : INFO : Epoch 1750 | loss: 0.0311661 | val_loss: 0.031176 | Time: 3530.58 ms
[2021-10-01 17:57:48 main:574] : INFO : Epoch 1751 | loss: 0.0311644 | val_loss: 0.0311769 | Time: 3504.06 ms
[2021-10-01 17:57:52 main:574] : INFO : Epoch 1752 | loss: 0.0311658 | val_loss: 0.0311773 | Time: 3530.57 ms
[2021-10-01 17:57:55 main:574] : INFO : Epoch 1753 | loss: 0.0311665 | val_loss: 0.0311767 | Time: 3507.19 ms
[2021-10-01 17:57:59 main:574] : INFO : Epoch 1754 | loss: 0.0311667 | val_loss: 0.0311786 | Time: 3533.44 ms
[2021-10-01 17:58:02 main:574] : INFO : Epoch 1755 | loss: 0.0311655 | val_loss: 0.0311811 | Time: 3522.63 ms
[2021-10-01 17:58:06 main:574] : INFO : Epoch 1756 | loss: 0.031173 | val_loss: 0.0311771 | Time: 3525.73 ms
[2021-10-01 17:58:09 main:574] : INFO : Epoch 1757 | loss: 0.0311729 | val_loss: 0.0311857 | Time: 3502.22 ms
[2021-10-01 17:58:13 main:574] : INFO : Epoch 1758 | loss: 0.0311753 | val_loss: 0.0311914 | Time: 3513.92 ms
[2021-10-01 17:58:16 main:574] : INFO : Epoch 1759 | loss: 0.0311801 | val_loss: 0.0311808 | Time: 3507.31 ms
[2021-10-01 17:58:20 main:574] : INFO : Epoch 1760 | loss: 0.0311741 | val_loss: 0.0311779 | Time: 3582.38 ms
[2021-10-01 17:58:23 main:574] : INFO : Epoch 1761 | loss: 0.0311721 | val_loss: 0.0311796 | Time: 3540.65 ms
[2021-10-01 17:58:27 main:574] : INFO : Epoch 1762 | loss: 0.0311711 | val_loss: 0.0311767 | Time: 3503.14 ms
[2021-10-01 17:58:30 main:574] : INFO : Epoch 1763 | loss: 0.0311724 | val_loss: 0.0311755 | Time: 3509.19 ms
[2021-10-01 17:58:34 main:574] : INFO : Epoch 1764 | loss: 0.0311723 | val_loss: 0.0311761 | Time: 3524.3 ms
[2021-10-01 17:58:38 main:574] : INFO : Epoch 1765 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 3532.42 ms
[2021-10-01 17:58:41 main:574] : INFO : Epoch 1766 | loss: 0.0311709 | val_loss: 0.0311737 | Time: 3508.23 ms
[2021-10-01 17:58:45 main:574] : INFO : Epoch 1767 | loss: 0.0311687 | val_loss: 0.031173 | Time: 3513.28 ms
[2021-10-01 17:58:48 main:574] : INFO : Epoch 1768 | loss: 0.0311683 | val_loss: 0.031173 | Time: 3533.42 ms
[2021-10-01 17:58:52 main:574] : INFO : Epoch 1769 | loss: 0.0311695 | val_loss: 0.0311741 | Time: 3510.65 ms
[2021-10-01 17:58:55 main:574] : INFO : Epoch 1770 | loss: 0.0311678 | val_loss: 0.0311744 | Time: 3507.85 ms
[2021-10-01 17:58:59 main:574] : INFO : Epoch 1771 | loss: 0.0311684 | val_loss: 0.0311756 | Time: 3497.83 ms
[2021-10-01 17:59:02 main:574] : INFO : Epoch 1772 | loss: 0.0311678 | val_loss: 0.031176 | Time: 3512.71 ms
[2021-10-01 17:59:06 main:574] : INFO : Epoch 1773 | loss: 0.0311686 | val_loss: 0.0311753 | Time: 3515.07 ms
[2021-10-01 17:59:09 main:574] : INFO : Epoch 1774 | loss: 0.0311686 | val_loss: 0.0311776 | Time: 3514.3 ms
[2021-10-01 17:59:13 main:574] : INFO : Epoch 1775 | loss: 0.0311699 | val_loss: 0.0311759 | Time: 3514.94 ms
[2021-10-01 17:59:16 main:574] : INFO : Epoch 1776 | loss: 0.0311691 | val_loss: 0.0311766 | Time: 3521.49 ms
[2021-10-01 17:59:20 main:574] : INFO : Epoch 1777 | loss: 0.0311672 | val_loss: 0.0311756 | Time: 3516.96 ms
[2021-10-01 17:59:23 main:574] : INFO : Epoch 1778 | loss: 0.0311668 | val_loss: 0.0311773 | Time: 3548.38 ms
[2021-10-01 17:59:27 main:574] : INFO : Epoch 1779 | loss: 0.0311661 | val_loss: 0.0311765 | Time: 3531.19 ms
[2021-10-01 17:59:30 main:574] : INFO : Epoch 1780 | loss: 0.0311665 | val_loss: 0.0311748 | Time: 3546.13 ms
[2021-10-01 17:59:34 main:574] : INFO : Epoch 1781 | loss: 0.031166 | val_loss: 0.0311767 | Time: 3530.01 ms
[2021-10-01 17:59:37 main:574] : INFO : Epoch 1782 | loss: 0.0311677 | val_loss: 0.031183 | Time: 3516.29 ms
[2021-10-01 17:59:41 main:574] : INFO : Epoch 1783 | loss: 0.0311677 | val_loss: 0.0311802 | Time: 3509.65 ms
[2021-10-01 17:59:44 main:574] : INFO : Epoch 1784 | loss: 0.0311703 | val_loss: 0.0311779 | Time: 3520.72 ms
[2021-10-01 17:59:48 main:574] : INFO : Epoch 1785 | loss: 0.0311696 | val_loss: 0.0311785 | Time: 3537.45 ms
[2021-10-01 17:59:52 main:574] : INFO : Epoch 1786 | loss: 0.031168 | val_loss: 0.0311779 | Time: 3526.01 ms
[2021-10-01 17:59:55 main:574] : INFO : Epoch 1787 | loss: 0.0311672 | val_loss: 0.0311787 | Time: 3525.82 ms
[2021-10-01 17:59:59 main:574] : INFO : Epoch 1788 | loss: 0.0311665 | val_loss: 0.0311789 | Time: 3511.45 ms
[2021-10-01 18:00:02 main:574] : INFO : Epoch 1789 | loss: 0.031168 | val_loss: 0.0311785 | Time: 3537.18 ms
[2021-10-01 18:00:06 main:574] : INFO : Epoch 1790 | loss: 0.0311668 | val_loss: 0.0311803 | Time: 3509.08 ms
[2021-10-01 18:00:09 main:574] : INFO : Epoch 1791 | loss: 0.0311669 | val_loss: 0.0311772 | Time: 3508.44 ms
[2021-10-01 18:00:13 main:574] : INFO : Epoch 1792 | loss: 0.0311662 | val_loss: 0.0311787 | Time: 3515.23 ms
[2021-10-01 18:00:16 main:574] : INFO : Epoch 1793 | loss: 0.031167 | val_loss: 0.0311764 | Time: 3518.48 ms
[2021-10-01 18:00:20 main:574] : INFO : Epoch 1794 | loss: 0.0311663 | val_loss: 0.0311795 | Time: 3526.24 ms
[2021-10-01 18:00:23 main:574] : INFO : Epoch 1795 | loss: 0.031169 | val_loss: 0.0311815 | Time: 3517.54 ms
[2021-10-01 18:00:27 main:574] : INFO : Epoch 1796 | loss: 0.0311704 | val_loss: 0.0311809 | Time: 3528.07 ms
[2021-10-01 18:00:30 main:574] : INFO : Epoch 1797 | loss: 0.0311671 | val_loss: 0.0311788 | Time: 3502.92 ms
[2021-10-01 18:00:34 main:574] : INFO : Epoch 1798 | loss: 0.0311668 | val_loss: 0.0311789 | Time: 3509.23 ms
[2021-10-01 18:00:37 main:574] : INFO : Epoch 1799 | loss: 0.0311669 | val_loss: 0.0311768 | Time: 3495.17 ms
[2021-10-01 18:00:41 main:574] : INFO : Epoch 1800 | loss: 0.0311677 | val_loss: 0.0311762 | Time: 3500.09 ms
[2021-10-01 18:00:44 main:574] : INFO : Epoch 1801 | loss: 0.0311691 | val_loss: 0.031178 | Time: 3502.06 ms
[2021-10-01 18:00:48 main:574] : INFO : Epoch 1802 | loss: 0.0311674 | val_loss: 0.0311805 | Time: 3508.63 ms
[2021-10-01 18:00:51 main:574] : INFO : Epoch 1803 | loss: 0.031167 | val_loss: 0.0311794 | Time: 3495.64 ms
[2021-10-01 18:00:55 main:574] : INFO : Epoch 1804 | loss: 0.0311657 | val_loss: 0.0311799 | Time: 3517.54 ms
[2021-10-01 18:00:58 main:574] : INFO : Epoch 1805 | loss: 0.031166 | val_loss: 0.0311762 | Time: 3519.65 ms
[2021-10-01 18:01:02 main:574] : INFO : Epoch 1806 | loss: 0.0311652 | val_loss: 0.0311764 | Time: 3513.64 ms
[2021-10-01 18:01:05 main:574] : INFO : Epoch 1807 | loss: 0.0311651 | val_loss: 0.0311779 | Time: 3504.98 ms
[2021-10-01 18:01:09 main:574] : INFO : Epoch 1808 | loss: 0.031167 | val_loss: 0.0311759 | Time: 3504.46 ms
[2021-10-01 18:01:12 main:574] : INFO : Epoch 1809 | loss: 0.0311663 | val_loss: 0.0311758 | Time: 3496.02 ms
[2021-10-01 18:01:16 main:574] : INFO : Epoch 1810 | loss: 0.0311654 | val_loss: 0.0311757 | Time: 3517.55 ms
[2021-10-01 18:01:19 main:574] : INFO : Epoch 1811 | loss: 0.0311657 | val_loss: 0.031178 | Time: 3508.37 ms
[2021-10-01 18:01:23 main:574] : INFO : Epoch 1812 | loss: 0.0311662 | val_loss: 0.0311782 | Time: 3513.11 ms
[2021-10-01 18:01:27 main:574] : INFO : Epoch 1813 | loss: 0.0311662 | val_loss: 0.031176 | Time: 3534.4 ms
[2021-10-01 18:01:30 main:574] : INFO : Epoch 1814 | loss: 0.0311645 | val_loss: 0.0311778 | Time: 3502.91 ms
[2021-10-01 18:01:34 main:574] : INFO : Epoch 1815 | loss: 0.0311647 | val_loss: 0.0311773 | Time: 3500.44 ms
[2021-10-01 18:01:37 main:574] : INFO : Epoch 1816 | loss: 0.0311655 | val_loss: 0.0311782 | Time: 3506.34 ms
[2021-10-01 18:01:41 main:574] : INFO : Epoch 1817 | loss: 0.0311671 | val_loss: 0.0311787 | Time: 3510.36 ms
[2021-10-01 18:01:44 main:574] : INFO : Epoch 1818 | loss: 0.0311676 | val_loss: 0.0311786 | Time: 3538.83 ms
[2021-10-01 18:01:48 main:574] : INFO : Epoch 1819 | loss: 0.0311655 | val_loss: 0.0311777 | Time: 3518.18 ms
[2021-10-01 18:01:51 main:574] : INFO : Epoch 1820 | loss: 0.0311657 | val_loss: 0.0311795 | Time: 3499.23 ms
[2021-10-01 18:01:55 main:574] : INFO : Epoch 1821 | loss: 0.0311638 | val_loss: 0.0311778 | Time: 3526.27 ms
[2021-10-01 18:01:58 main:574] : INFO : Epoch 1822 | loss: 0.0311637 | val_loss: 0.0311775 | Time: 3504.94 ms
[2021-10-01 18:02:02 main:574] : INFO : Epoch 1823 | loss: 0.0311627 | val_loss: 0.0311777 | Time: 3513.49 ms
[2021-10-01 18:02:05 main:574] : INFO : Epoch 1824 | loss: 0.0311623 | val_loss: 0.0311769 | Time: 3508.64 ms
[2021-10-01 18:02:09 main:574] : INFO : Epoch 1825 | loss: 0.0311621 | val_loss: 0.0311773 | Time: 3513.36 ms
[2021-10-01 18:02:12 main:574] : INFO : Epoch 1826 | loss: 0.0311621 | val_loss: 0.0311769 | Time: 3512.43 ms
[2021-10-01 18:02:16 main:574] : INFO : Epoch 1827 | loss: 0.031162 | val_loss: 0.0311802 | Time: 3508.24 ms
[2021-10-01 18:02:19 main:574] : INFO : Epoch 1828 | loss: 0.0311665 | val_loss: 0.0311793 | Time: 3499.13 ms
[2021-10-01 18:02:23 main:574] : INFO : Epoch 1829 | loss: 0.0311662 | val_loss: 0.0311769 | Time: 3506.58 ms
[2021-10-01 18:02:26 main:574] : INFO : Epoch 1830 | loss: 0.0311645 | val_loss: 0.0311762 | Time: 3507.92 ms
[2021-10-01 18:02:30 main:574] : INFO : Epoch 1831 | loss: 0.0311638 | val_loss: 0.0311766 | Time: 3515.51 ms
[2021-10-01 18:02:33 main:574] : INFO : Epoch 1832 | loss: 0.0311649 | val_loss: 0.0311781 | Time: 3501.66 ms
[2021-10-01 18:02:37 main:574] : INFO : Epoch 1833 | loss: 0.0311622 | val_loss: 0.0311793 | Time: 3491.6 ms
[2021-10-01 18:02:40 main:574] : INFO : Epoch 1834 | loss: 0.0311645 | val_loss: 0.0311765 | Time: 3518.61 ms
[2021-10-01 18:02:44 main:574] : INFO : Epoch 1835 | loss: 0.0311645 | val_loss: 0.0311751 | Time: 3517.63 ms
[2021-10-01 18:02:47 main:574] : INFO : Epoch 1836 | loss: 0.0311636 | val_loss: 0.031177 | Time: 3522.11 ms
[2021-10-01 18:02:51 main:574] : INFO : Epoch 1837 | loss: 0.0311632 | val_loss: 0.0311799 | Time: 3530.69 ms
[2021-10-01 18:02:54 main:574] : INFO : Epoch 1838 | loss: 0.0311638 | val_loss: 0.0311768 | Time: 3508.78 ms
[2021-10-01 18:02:58 main:574] : INFO : Epoch 1839 | loss: 0.0311671 | val_loss: 0.0311779 | Time: 3519.97 ms
[2021-10-01 18:03:01 main:574] : INFO : Epoch 1840 | loss: 0.0311642 | val_loss: 0.0311792 | Time: 3503.63 ms
[2021-10-01 18:03:05 main:574] : INFO : Epoch 1841 | loss: 0.0311642 | val_loss: 0.0311767 | Time: 3525.31 ms
[2021-10-01 18:03:08 main:574] : INFO : Epoch 1842 | loss: 0.0311642 | val_loss: 0.0311785 | Time: 3513.32 ms
[2021-10-01 18:03:12 main:574] : INFO : Epoch 1843 | loss: 0.0311655 | val_loss: 0.0311834 | Time: 3508.56 ms
[2021-10-01 18:03:16 main:574] : INFO : Epoch 1844 | loss: 0.0311778 | val_loss: 0.0312044 | Time: 3521.88 ms
[2021-10-01 18:03:19 main:574] : INFO : Epoch 1845 | loss: 0.0311911 | val_loss: 0.0311883 | Time: 3550.89 ms
[2021-10-01 18:03:23 main:574] : INFO : Epoch 1846 | loss: 0.0311773 | val_loss: 0.0311785 | Time: 3518.1 ms
[2021-10-01 18:03:26 main:574] : INFO : Epoch 1847 | loss: 0.0311733 | val_loss: 0.0311799 | Time: 3509.81 ms
[2021-10-01 18:03:30 main:574] : INFO : Epoch 1848 | loss: 0.0311708 | val_loss: 0.0311775 | Time: 3517.72 ms
[2021-10-01 18:03:33 main:574] : INFO : Epoch 1849 | loss: 0.0311688 | val_loss: 0.0311752 | Time: 3529.09 ms
[2021-10-01 18:03:37 main:574] : INFO : Epoch 1850 | loss: 0.0311669 | val_loss: 0.0311756 | Time: 3509.12 ms
[2021-10-01 18:03:40 main:574] : INFO : Epoch 1851 | loss: 0.0311659 | val_loss: 0.031175 | Time: 3506.96 ms
[2021-10-01 18:03:44 main:574] : INFO : Epoch 1852 | loss: 0.0311649 | val_loss: 0.0311745 | Time: 3528.01 ms
[2021-10-01 18:03:47 main:574] : INFO : Epoch 1853 | loss: 0.031164 | val_loss: 0.0311753 | Time: 3519.6 ms
[2021-10-01 18:03:51 main:574] : INFO : Epoch 1854 | loss: 0.0311634 | val_loss: 0.0311766 | Time: 3518.29 ms
[2021-10-01 18:03:54 main:574] : INFO : Epoch 1855 | loss: 0.0311642 | val_loss: 0.0311744 | Time: 3537.84 ms
[2021-10-01 18:03:58 main:574] : INFO : Epoch 1856 | loss: 0.0311627 | val_loss: 0.0311773 | Time: 3507.26 ms
[2021-10-01 18:04:01 main:574] : INFO : Epoch 1857 | loss: 0.0311621 | val_loss: 0.0311758 | Time: 3501.35 ms
[2021-10-01 18:04:05 main:574] : INFO : Epoch 1858 | loss: 0.0311627 | val_loss: 0.0311778 | Time: 3519.21 ms
[2021-10-01 18:04:08 main:574] : INFO : Epoch 1859 | loss: 0.0311642 | val_loss: 0.0311778 | Time: 3515.12 ms
[2021-10-01 18:04:12 main:574] : INFO : Epoch 1860 | loss: 0.0311635 | val_loss: 0.0311788 | Time: 3519.96 ms
[2021-10-01 18:04:15 main:574] : INFO : Epoch 1861 | loss: 0.0311631 | val_loss: 0.0311766 | Time: 3501.7 ms
[2021-10-01 18:04:19 main:574] : INFO : Epoch 1862 | loss: 0.0311622 | val_loss: 0.0311776 | Time: 3529.81 ms
[2021-10-01 18:04:22 main:574] : INFO : Epoch 1863 | loss: 0.0311633 | val_loss: 0.031178 | Time: 3515.23 ms
[2021-10-01 18:04:26 main:574] : INFO : Epoch 1864 | loss: 0.0311637 | val_loss: 0.0311775 | Time: 3513.12 ms
[2021-10-01 18:04:29 main:574] : INFO : Epoch 1865 | loss: 0.0311617 | val_loss: 0.0311787 | Time: 3505.17 ms
[2021-10-01 18:04:33 main:574] : INFO : Epoch 1866 | loss: 0.0311608 | val_loss: 0.0311791 | Time: 3517.58 ms
[2021-10-01 18:04:37 main:574] : INFO : Epoch 1867 | loss: 0.0311603 | val_loss: 0.0311788 | Time: 3529.02 ms
[2021-10-01 18:04:40 main:574] : INFO : Epoch 1868 | loss: 0.0311621 | val_loss: 0.0311764 | Time: 3517.85 ms
[2021-10-01 18:04:44 main:574] : INFO : Epoch 1869 | loss: 0.0311622 | val_loss: 0.0311794 | Time: 3518.48 ms
[2021-10-01 18:04:47 main:574] : INFO : Epoch 1870 | loss: 0.0311611 | val_loss: 0.0311782 | Time: 3540.7 ms
[2021-10-01 18:04:51 main:574] : INFO : Epoch 1871 | loss: 0.0311608 | val_loss: 0.0311778 | Time: 3525.56 ms
[2021-10-01 18:04:54 main:574] : INFO : Epoch 1872 | loss: 0.0311623 | val_loss: 0.0311765 | Time: 3496.87 ms
[2021-10-01 18:04:58 main:574] : INFO : Epoch 1873 | loss: 0.0311608 | val_loss: 0.0311787 | Time: 3516.93 ms
[2021-10-01 18:05:01 main:574] : INFO : Epoch 1874 | loss: 0.0311624 | val_loss: 0.0311758 | Time: 3520.79 ms
[2021-10-01 18:05:05 main:574] : INFO : Epoch 1875 | loss: 0.0311669 | val_loss: 0.0311774 | Time: 3534.91 ms
[2021-10-01 18:05:08 main:574] : INFO : Epoch 1876 | loss: 0.0311744 | val_loss: 0.0311767 | Time: 3516.85 ms
[2021-10-01 18:05:12 main:574] : INFO : Epoch 1877 | loss: 0.0311712 | val_loss: 0.0311794 | Time: 3506.9 ms
[2021-10-01 18:05:15 main:574] : INFO : Epoch 1878 | loss: 0.0311715 | val_loss: 0.0311768 | Time: 3522.89 ms
[2021-10-01 18:05:19 main:574] : INFO : Epoch 1879 | loss: 0.0311696 | val_loss: 0.0311762 | Time: 3505.05 ms
[2021-10-01 18:05:22 main:574] : INFO : Epoch 1880 | loss: 0.0311683 | val_loss: 0.0311752 | Time: 3500.68 ms
[2021-10-01 18:05:26 main:574] : INFO : Epoch 1881 | loss: 0.0311674 | val_loss: 0.0311751 | Time: 3513.13 ms
[2021-10-01 18:05:29 main:574] : INFO : Epoch 1882 | loss: 0.0311673 | val_loss: 0.0311759 | Time: 3537.21 ms
[2021-10-01 18:05:33 main:574] : INFO : Epoch 1883 | loss: 0.0311667 | val_loss: 0.0311797 | Time: 3509.2 ms
[2021-10-01 18:05:36 main:574] : INFO : Epoch 1884 | loss: 0.0311671 | val_loss: 0.031181 | Time: 3504.16 ms
[2021-10-01 18:05:40 main:574] : INFO : Epoch 1885 | loss: 0.0311681 | val_loss: 0.0311753 | Time: 3498.71 ms
[2021-10-01 18:05:43 main:574] : INFO : Epoch 1886 | loss: 0.0311656 | val_loss: 0.0311767 | Time: 3529.5 ms
[2021-10-01 18:05:47 main:574] : INFO : Epoch 1887 | loss: 0.0311645 | val_loss: 0.0311759 | Time: 3526.89 ms
[2021-10-01 18:05:50 main:574] : INFO : Epoch 1888 | loss: 0.0311651 | val_loss: 0.0311786 | Time: 3509.65 ms
[2021-10-01 18:05:54 main:574] : INFO : Epoch 1889 | loss: 0.0311644 | val_loss: 0.0311754 | Time: 3513.15 ms
[2021-10-01 18:05:57 main:574] : INFO : Epoch 1890 | loss: 0.0311642 | val_loss: 0.031178 | Time: 3504.72 ms
[2021-10-01 18:06:01 main:574] : INFO : Epoch 1891 | loss: 0.0311645 | val_loss: 0.0311749 | Time: 3505.53 ms
[2021-10-01 18:06:05 main:574] : INFO : Epoch 1892 | loss: 0.0311639 | val_loss: 0.0311774 | Time: 3503.09 ms
[2021-10-01 18:06:08 main:574] : INFO : Epoch 1893 | loss: 0.0311633 | val_loss: 0.0311766 | Time: 3509.15 ms
[2021-10-01 18:06:12 main:574] : INFO : Epoch 1894 | loss: 0.0311634 | val_loss: 0.0311776 | Time: 3540.79 ms
[2021-10-01 18:06:15 main:574] : INFO : Epoch 1895 | loss: 0.0311663 | val_loss: 0.0311806 | Time: 3505.84 ms
[2021-10-01 18:06:19 main:574] : INFO : Epoch 1896 | loss: 0.0311653 | val_loss: 0.031175 | Time: 3516.86 ms
[2021-10-01 18:06:22 main:574] : INFO : Epoch 1897 | loss: 0.0311666 | val_loss: 0.031176 | Time: 3515.47 ms
[2021-10-01 18:06:26 main:574] : INFO : Epoch 1898 | loss: 0.0311647 | val_loss: 0.0311734 | Time: 3512.9 ms
[2021-10-01 18:06:29 main:574] : INFO : Epoch 1899 | loss: 0.0311634 | val_loss: 0.0311747 | Time: 3510.38 ms
[2021-10-01 18:06:33 main:574] : INFO : Epoch 1900 | loss: 0.031163 | val_loss: 0.0311739 | Time: 3498.21 ms
[2021-10-01 18:06:36 main:574] : INFO : Epoch 1901 | loss: 0.0311616 | val_loss: 0.0311768 | Time: 3499.8 ms
[2021-10-01 18:06:40 main:574] : INFO : Epoch 1902 | loss: 0.0311626 | val_loss: 0.0311784 | Time: 3523.6 ms
[2021-10-01 18:06:43 main:574] : INFO : Epoch 1903 | loss: 0.0311636 | val_loss: 0.0311783 | Time: 3508.81 ms
[2021-10-01 18:06:47 main:574] : INFO : Epoch 1904 | loss: 0.0311631 | val_loss: 0.0311794 | Time: 3494.69 ms
[2021-10-01 18:06:50 main:574] : INFO : Epoch 1905 | loss: 0.0311622 | val_loss: 0.0311758 | Time: 3520.44 ms
[2021-10-01 18:06:54 main:574] : INFO : Epoch 1906 | loss: 0.0311617 | val_loss: 0.0311782 | Time: 3514.95 ms
[2021-10-01 18:06:57 main:574] : INFO : Epoch 1907 | loss: 0.0311602 | val_loss: 0.0311769 | Time: 3504.18 ms
[2021-10-01 18:07:01 main:574] : INFO : Epoch 1908 | loss: 0.0311606 | val_loss: 0.031179 | Time: 3504.17 ms
[2021-10-01 18:07:04 main:574] : INFO : Epoch 1909 | loss: 0.0311612 | val_loss: 0.0311811 | Time: 3496.07 ms
[2021-10-01 18:07:08 main:574] : INFO : Epoch 1910 | loss: 0.0311635 | val_loss: 0.0311792 | Time: 3514.02 ms
[2021-10-01 18:07:11 main:574] : INFO : Epoch 1911 | loss: 0.0311627 | val_loss: 0.0311789 | Time: 3524.69 ms
[2021-10-01 18:07:15 main:574] : INFO : Epoch 1912 | loss: 0.0311617 | val_loss: 0.031177 | Time: 3510.41 ms
[2021-10-01 18:07:18 main:574] : INFO : Epoch 1913 | loss: 0.0311619 | val_loss: 0.0311778 | Time: 3510.48 ms
[2021-10-01 18:07:22 main:574] : INFO : Epoch 1914 | loss: 0.0311621 | val_loss: 0.031179 | Time: 3501.6 ms
[2021-10-01 18:07:25 main:574] : INFO : Epoch 1915 | loss: 0.0311611 | val_loss: 0.0311747 | Time: 3496.42 ms
[2021-10-01 18:07:29 main:574] : INFO : Epoch 1916 | loss: 0.0311612 | val_loss: 0.0311821 | Time: 3503.16 ms
[2021-10-01 18:07:32 main:574] : INFO : Epoch 1917 | loss: 0.031163 | val_loss: 0.0311754 | Time: 3511.06 ms
[2021-10-01 18:07:36 main:574] : INFO : Epoch 1918 | loss: 0.0311647 | val_loss: 0.031175 | Time: 3511.2 ms
[2021-10-01 18:07:39 main:574] : INFO : Epoch 1919 | loss: 0.0311658 | val_loss: 0.0311787 | Time: 3513.18 ms
[2021-10-01 18:07:43 main:574] : INFO : Epoch 1920 | loss: 0.0311647 | val_loss: 0.0311761 | Time: 3506.26 ms
[2021-10-01 18:07:46 main:574] : INFO : Epoch 1921 | loss: 0.0311634 | val_loss: 0.0311785 | Time: 3508.04 ms
[2021-10-01 18:07:50 main:574] : INFO : Epoch 1922 | loss: 0.031162 | val_loss: 0.0311771 | Time: 3516.48 ms
[2021-10-01 18:07:53 main:574] : INFO : Epoch 1923 | loss: 0.0311624 | val_loss: 0.0311788 | Time: 3509.83 ms
[2021-10-01 18:07:57 main:574] : INFO : Epoch 1924 | loss: 0.0311657 | val_loss: 0.0311791 | Time: 3505.67 ms
[2021-10-01 18:08:00 main:574] : INFO : Epoch 1925 | loss: 0.0311637 | val_loss: 0.0311771 | Time: 3506.97 ms
[2021-10-01 18:08:04 main:574] : INFO : Epoch 1926 | loss: 0.0311614 | val_loss: 0.0311788 | Time: 3515.49 ms
[2021-10-01 18:08:07 main:574] : INFO : Epoch 1927 | loss: 0.0311601 | val_loss: 0.0311769 | Time: 3503.28 ms
[2021-10-01 18:08:11 main:574] : INFO : Epoch 1928 | loss: 0.0311609 | val_loss: 0.0311786 | Time: 3497.79 ms
[2021-10-01 18:08:14 main:574] : INFO : Epoch 1929 | loss: 0.0311596 | val_loss: 0.0311776 | Time: 3501.82 ms
[2021-10-01 18:08:18 main:574] : INFO : Epoch 1930 | loss: 0.0311598 | val_loss: 0.0311798 | Time: 3504.71 ms
[2021-10-01 18:08:22 main:574] : INFO : Epoch 1931 | loss: 0.0311594 | val_loss: 0.0311782 | Time: 3511.6 ms
[2021-10-01 18:08:25 main:574] : INFO : Epoch 1932 | loss: 0.0311602 | val_loss: 0.0311779 | Time: 3491.83 ms
[2021-10-01 18:08:29 main:574] : INFO : Epoch 1933 | loss: 0.0311603 | val_loss: 0.031178 | Time: 3527.41 ms
[2021-10-01 18:08:32 main:574] : INFO : Epoch 1934 | loss: 0.0311613 | val_loss: 0.031176 | Time: 3539.62 ms
[2021-10-01 18:08:36 main:574] : INFO : Epoch 1935 | loss: 0.0311634 | val_loss: 0.03118 | Time: 3512.29 ms
[2021-10-01 18:08:39 main:574] : INFO : Epoch 1936 | loss: 0.0311636 | val_loss: 0.0311781 | Time: 3514.91 ms
[2021-10-01 18:08:43 main:574] : INFO : Epoch 1937 | loss: 0.0311641 | val_loss: 0.0311785 | Time: 3499.8 ms
[2021-10-01 18:08:46 main:574] : INFO : Epoch 1938 | loss: 0.0311631 | val_loss: 0.0311779 | Time: 3523.88 ms
[2021-10-01 18:08:50 main:574] : INFO : Epoch 1939 | loss: 0.0311617 | val_loss: 0.031181 | Time: 3514.06 ms
[2021-10-01 18:08:53 main:574] : INFO : Epoch 1940 | loss: 0.0311612 | val_loss: 0.0311777 | Time: 3513.03 ms
[2021-10-01 18:08:57 main:574] : INFO : Epoch 1941 | loss: 0.0311621 | val_loss: 0.0311778 | Time: 3511.47 ms
[2021-10-01 18:09:00 main:574] : INFO : Epoch 1942 | loss: 0.0311623 | val_loss: 0.031177 | Time: 3503.84 ms
[2021-10-01 18:09:04 main:574] : INFO : Epoch 1943 | loss: 0.031161 | val_loss: 0.0311785 | Time: 3612.99 ms
[2021-10-01 18:09:07 main:574] : INFO : Epoch 1944 | loss: 0.0311608 | val_loss: 0.0311811 | Time: 3515.29 ms
[2021-10-01 18:09:11 main:574] : INFO : Epoch 1945 | loss: 0.0311626 | val_loss: 0.0311768 | Time: 3528.57 ms
[2021-10-01 18:09:14 main:574] : INFO : Epoch 1946 | loss: 0.0311642 | val_loss: 0.0311798 | Time: 3493.35 ms
[2021-10-01 18:09:18 main:574] : INFO : Epoch 1947 | loss: 0.0311622 | val_loss: 0.0311807 | Time: 3492.46 ms
[2021-10-01 18:09:21 main:574] : INFO : Epoch 1948 | loss: 0.0311612 | val_loss: 0.031181 | Time: 3517.89 ms
[2021-10-01 18:09:25 main:574] : INFO : Epoch 1949 | loss: 0.0311604 | val_loss: 0.0311822 | Time: 3522.62 ms
[2021-10-01 18:09:28 main:574] : INFO : Epoch 1950 | loss: 0.0311607 | val_loss: 0.031181 | Time: 3507.89 ms
[2021-10-01 18:09:32 main:574] : INFO : Epoch 1951 | loss: 0.0311619 | val_loss: 0.03118 | Time: 3526.27 ms
[2021-10-01 18:09:35 main:574] : INFO : Epoch 1952 | loss: 0.0311621 | val_loss: 0.0311847 | Time: 3511.24 ms
[2021-10-01 18:09:39 main:574] : INFO : Epoch 1953 | loss: 0.0311606 | val_loss: 0.0311826 | Time: 3537.91 ms
[2021-10-01 18:09:43 main:574] : INFO : Epoch 1954 | loss: 0.0311609 | val_loss: 0.0311812 | Time: 3516.47 ms
[2021-10-01 18:09:46 main:574] : INFO : Epoch 1955 | loss: 0.0311601 | val_loss: 0.0311821 | Time: 3519.63 ms
[2021-10-01 18:09:50 main:574] : INFO : Epoch 1956 | loss: 0.0311598 | val_loss: 0.0311833 | Time: 3514.27 ms
[2021-10-01 18:09:53 main:574] : INFO : Epoch 1957 | loss: 0.0311594 | val_loss: 0.0311851 | Time: 3512.98 ms
[2021-10-01 18:09:57 main:574] : INFO : Epoch 1958 | loss: 0.0311592 | val_loss: 0.0311804 | Time: 3520.25 ms
[2021-10-01 18:10:00 main:574] : INFO : Epoch 1959 | loss: 0.0311598 | val_loss: 0.0311781 | Time: 3523.04 ms
[2021-10-01 18:10:04 main:574] : INFO : Epoch 1960 | loss: 0.0311624 | val_loss: 0.0311878 | Time: 3491.89 ms
[2021-10-01 18:10:07 main:574] : INFO : Epoch 1961 | loss: 0.0311641 | val_loss: 0.0311844 | Time: 3532.42 ms
[2021-10-01 18:10:11 main:574] : INFO : Epoch 1962 | loss: 0.0311631 | val_loss: 0.0311783 | Time: 3523.37 ms
[2021-10-01 18:10:14 main:574] : INFO : Epoch 1963 | loss: 0.031163 | val_loss: 0.0311784 | Time: 3514.99 ms
[2021-10-01 18:10:18 main:574] : INFO : Epoch 1964 | loss: 0.0311644 | val_loss: 0.0311766 | Time: 3479.83 ms
[2021-10-01 18:10:21 main:574] : INFO : Epoch 1965 | loss: 0.0311648 | val_loss: 0.0311842 | Time: 3499.93 ms
[2021-10-01 18:10:25 main:574] : INFO : Epoch 1966 | loss: 0.0311631 | val_loss: 0.031178 | Time: 3496.34 ms
[2021-10-01 18:10:28 main:574] : INFO : Epoch 1967 | loss: 0.0311649 | val_loss: 0.0311807 | Time: 3501.11 ms
[2021-10-01 18:10:32 main:574] : INFO : Epoch 1968 | loss: 0.031164 | val_loss: 0.0311799 | Time: 3533.8 ms
[2021-10-01 18:10:35 main:574] : INFO : Epoch 1969 | loss: 0.0311627 | val_loss: 0.0311771 | Time: 3501.71 ms
[2021-10-01 18:10:39 main:574] : INFO : Epoch 1970 | loss: 0.0311616 | val_loss: 0.0311843 | Time: 3525.23 ms
[2021-10-01 18:10:42 main:574] : INFO : Epoch 1971 | loss: 0.0311614 | val_loss: 0.0311766 | Time: 3515.41 ms
[2021-10-01 18:10:46 main:574] : INFO : Epoch 1972 | loss: 0.0311609 | val_loss: 0.0311886 | Time: 3545.72 ms
[2021-10-01 18:10:49 main:574] : INFO : Epoch 1973 | loss: 0.0311639 | val_loss: 0.0311801 | Time: 3517.01 ms
[2021-10-01 18:10:53 main:574] : INFO : Epoch 1974 | loss: 0.0311619 | val_loss: 0.03118 | Time: 3499.81 ms
[2021-10-01 18:10:56 main:574] : INFO : Epoch 1975 | loss: 0.0311597 | val_loss: 0.0311811 | Time: 3525.7 ms
[2021-10-01 18:11:00 main:574] : INFO : Epoch 1976 | loss: 0.0311599 | val_loss: 0.0311784 | Time: 3602.08 ms
[2021-10-01 18:11:04 main:574] : INFO : Epoch 1977 | loss: 0.0311597 | val_loss: 0.0311809 | Time: 3554.64 ms
[2021-10-01 18:11:07 main:574] : INFO : Epoch 1978 | loss: 0.0311611 | val_loss: 0.0311772 | Time: 3524.9 ms
[2021-10-01 18:11:11 main:574] : INFO : Epoch 1979 | loss: 0.0311619 | val_loss: 0.0311801 | Time: 3513.75 ms
[2021-10-01 18:11:14 main:574] : INFO : Epoch 1980 | loss: 0.0311611 | val_loss: 0.031178 | Time: 3524.32 ms
[2021-10-01 18:11:18 main:574] : INFO : Epoch 1981 | loss: 0.0311609 | val_loss: 0.03118 | Time: 3501.92 ms
[2021-10-01 18:11:21 main:574] : INFO : Epoch 1982 | loss: 0.0311603 | val_loss: 0.0311796 | Time: 3514.42 ms
[2021-10-01 18:11:25 main:574] : INFO : Epoch 1983 | loss: 0.0311593 | val_loss: 0.031178 | Time: 3518 ms
[2021-10-01 18:11:28 main:574] : INFO : Epoch 1984 | loss: 0.0311595 | val_loss: 0.0311784 | Time: 3503.22 ms
[2021-10-01 18:11:32 main:574] : INFO : Epoch 1985 | loss: 0.0311588 | val_loss: 0.0311787 | Time: 3517.3 ms
[2021-10-01 18:11:35 main:574] : INFO : Epoch 1986 | loss: 0.03116 | val_loss: 0.0311786 | Time: 3514.61 ms
[2021-10-01 18:11:39 main:574] : INFO : Epoch 1987 | loss: 0.0311606 | val_loss: 0.0311787 | Time: 3536.16 ms
[2021-10-01 18:11:42 main:574] : INFO : Epoch 1988 | loss: 0.0311596 | val_loss: 0.0311765 | Time: 3526.15 ms
[2021-10-01 18:11:46 main:574] : INFO : Epoch 1989 | loss: 0.0311603 | val_loss: 0.0311815 | Time: 3527.47 ms
[2021-10-01 18:11:49 main:574] : INFO : Epoch 1990 | loss: 0.0311638 | val_loss: 0.0311827 | Time: 3584.12 ms
[2021-10-01 18:11:53 main:574] : INFO : Epoch 1991 | loss: 0.0311617 | val_loss: 0.0311809 | Time: 3517.75 ms
[2021-10-01 18:11:56 main:574] : INFO : Epoch 1992 | loss: 0.0311625 | val_loss: 0.031177 | Time: 3538.06 ms
[2021-10-01 18:12:00 main:574] : INFO : Epoch 1993 | loss: 0.0311605 | val_loss: 0.031178 | Time: 3512.76 ms
[2021-10-01 18:12:04 main:574] : INFO : Epoch 1994 | loss: 0.0311599 | val_loss: 0.0311778 | Time: 3495.99 ms
[2021-10-01 18:12:07 main:574] : INFO : Epoch 1995 | loss: 0.0311599 | val_loss: 0.0311819 | Time: 3519.68 ms
[2021-10-01 18:12:11 main:574] : INFO : Epoch 1996 | loss: 0.0311628 | val_loss: 0.0311847 | Time: 3532.79 ms
[2021-10-01 18:12:14 main:574] : INFO : Epoch 1997 | loss: 0.0311665 | val_loss: 0.0311786 | Time: 3489.16 ms
[2021-10-01 18:12:18 main:574] : INFO : Epoch 1998 | loss: 0.0311647 | val_loss: 0.0311769 | Time: 3517.51 ms
[2021-10-01 18:12:21 main:574] : INFO : Epoch 1999 | loss: 0.0311626 | val_loss: 0.0311795 | Time: 3511.94 ms
[2021-10-01 18:12:25 main:574] : INFO : Epoch 2000 | loss: 0.0311608 | val_loss: 0.0311778 | Time: 3532.34 ms
[2021-10-01 18:12:28 main:574] : INFO : Epoch 2001 | loss: 0.0311596 | val_loss: 0.0311792 | Time: 3526.13 ms
[2021-10-01 18:12:32 main:574] : INFO : Epoch 2002 | loss: 0.0311587 | val_loss: 0.0311789 | Time: 3520.2 ms
[2021-10-01 18:12:35 main:574] : INFO : Epoch 2003 | loss: 0.0311626 | val_loss: 0.0311802 | Time: 3499.11 ms
[2021-10-01 18:12:39 main:574] : INFO : Epoch 2004 | loss: 0.031161 | val_loss: 0.0311801 | Time: 3498.11 ms
[2021-10-01 18:12:42 main:574] : INFO : Epoch 2005 | loss: 0.0311608 | val_loss: 0.0311772 | Time: 3517.56 ms
[2021-10-01 18:12:46 main:574] : INFO : Epoch 2006 | loss: 0.0311625 | val_loss: 0.0311782 | Time: 3502.69 ms
[2021-10-01 18:12:49 main:574] : INFO : Epoch 2007 | loss: 0.031164 | val_loss: 0.0311795 | Time: 3510.88 ms
[2021-10-01 18:12:53 main:574] : INFO : Epoch 2008 | loss: 0.031163 | val_loss: 0.0311831 | Time: 3514.91 ms
[2021-10-01 18:12:56 main:574] : INFO : Epoch 2009 | loss: 0.0311636 | val_loss: 0.0311777 | Time: 3502.16 ms
[2021-10-01 18:13:00 main:574] : INFO : Epoch 2010 | loss: 0.0311627 | val_loss: 0.031181 | Time: 3498.66 ms
[2021-10-01 18:13:03 main:574] : INFO : Epoch 2011 | loss: 0.0311622 | val_loss: 0.0311795 | Time: 3521.29 ms
[2021-10-01 18:13:07 main:574] : INFO : Epoch 2012 | loss: 0.0311611 | val_loss: 0.0311859 | Time: 3515.84 ms
[2021-10-01 18:13:10 main:574] : INFO : Epoch 2013 | loss: 0.0311611 | val_loss: 0.0311847 | Time: 3519.63 ms
[2021-10-01 18:13:14 main:574] : INFO : Epoch 2014 | loss: 0.0311635 | val_loss: 0.0311893 | Time: 3523.59 ms
[2021-10-01 18:13:17 main:574] : INFO : Epoch 2015 | loss: 0.0311672 | val_loss: 0.0311879 | Time: 3512.6 ms
[2021-10-01 18:13:21 main:574] : INFO : Epoch 2016 | loss: 0.0311707 | val_loss: 0.0311785 | Time: 3514.13 ms
[2021-10-01 18:13:24 main:574] : INFO : Epoch 2017 | loss: 0.0311693 | val_loss: 0.0311771 | Time: 3531.33 ms
[2021-10-01 18:13:28 main:574] : INFO : Epoch 2018 | loss: 0.0311678 | val_loss: 0.031181 | Time: 3512.57 ms
[2021-10-01 18:13:31 main:574] : INFO : Epoch 2019 | loss: 0.0311661 | val_loss: 0.0311789 | Time: 3514.07 ms
[2021-10-01 18:13:35 main:574] : INFO : Epoch 2020 | loss: 0.0311654 | val_loss: 0.031179 | Time: 3495.38 ms
[2021-10-01 18:13:38 main:574] : INFO : Epoch 2021 | loss: 0.0311645 | val_loss: 0.0311792 | Time: 3520.57 ms
[2021-10-01 18:13:42 main:574] : INFO : Epoch 2022 | loss: 0.0311641 | val_loss: 0.0311818 | Time: 3500.94 ms
[2021-10-01 18:13:46 main:574] : INFO : Epoch 2023 | loss: 0.0311643 | val_loss: 0.0311763 | Time: 3518.27 ms
[2021-10-01 18:13:49 main:574] : INFO : Epoch 2024 | loss: 0.0311651 | val_loss: 0.0311806 | Time: 3511.6 ms
[2021-10-01 18:13:53 main:574] : INFO : Epoch 2025 | loss: 0.0311637 | val_loss: 0.0311799 | Time: 3516.03 ms
[2021-10-01 18:13:56 main:574] : INFO : Epoch 2026 | loss: 0.0311627 | val_loss: 0.0311835 | Time: 3489.42 ms
[2021-10-01 18:14:00 main:574] : INFO : Epoch 2027 | loss: 0.0311622 | val_loss: 0.0311815 | Time: 3522 ms
[2021-10-01 18:14:03 main:574] : INFO : Epoch 2028 | loss: 0.0311627 | val_loss: 0.0311828 | Time: 3518.32 ms
[2021-10-01 18:14:07 main:574] : INFO : Epoch 2029 | loss: 0.0311626 | val_loss: 0.0311858 | Time: 3524.84 ms
[2021-10-01 18:14:10 main:574] : INFO : Epoch 2030 | loss: 0.0311608 | val_loss: 0.0311842 | Time: 3508.5 ms
[2021-10-01 18:14:14 main:574] : INFO : Epoch 2031 | loss: 0.0311623 | val_loss: 0.0311833 | Time: 3498.92 ms
[2021-10-01 18:14:17 main:574] : INFO : Epoch 2032 | loss: 0.0311618 | val_loss: 0.0311859 | Time: 3495.86 ms
[2021-10-01 18:14:21 main:574] : INFO : Epoch 2033 | loss: 0.0311619 | val_loss: 0.0311795 | Time: 3541.03 ms
[2021-10-01 18:14:24 main:574] : INFO : Epoch 2034 | loss: 0.0311607 | val_loss: 0.0311785 | Time: 3515.8 ms
[2021-10-01 18:14:28 main:574] : INFO : Epoch 2035 | loss: 0.0311614 | val_loss: 0.0311796 | Time: 3503.2 ms
[2021-10-01 18:14:31 main:574] : INFO : Epoch 2036 | loss: 0.0311664 | val_loss: 0.0311822 | Time: 3529.97 ms
[2021-10-01 18:14:35 main:574] : INFO : Epoch 2037 | loss: 0.0311631 | val_loss: 0.0311773 | Time: 3520.95 ms
[2021-10-01 18:14:38 main:574] : INFO : Epoch 2038 | loss: 0.0311614 | val_loss: 0.0311778 | Time: 3510.65 ms
[2021-10-01 18:14:42 main:574] : INFO : Epoch 2039 | loss: 0.0311621 | val_loss: 0.0311778 | Time: 3519.21 ms
[2021-10-01 18:14:45 main:574] : INFO : Epoch 2040 | loss: 0.0311627 | val_loss: 0.0311788 | Time: 3515.32 ms
[2021-10-01 18:14:49 main:574] : INFO : Epoch 2041 | loss: 0.0311694 | val_loss: 0.0311759 | Time: 3522.01 ms
[2021-10-01 18:14:52 main:574] : INFO : Epoch 2042 | loss: 0.0311717 | val_loss: 0.0311757 | Time: 3508.54 ms
[2021-10-01 18:14:56 main:574] : INFO : Epoch 2043 | loss: 0.0311719 | val_loss: 0.0311757 | Time: 3517.9 ms
[2021-10-01 18:14:59 main:574] : INFO : Epoch 2044 | loss: 0.031174 | val_loss: 0.0311838 | Time: 3516.21 ms
[2021-10-01 18:15:03 main:574] : INFO : Epoch 2045 | loss: 0.0311755 | val_loss: 0.0311846 | Time: 3483.57 ms
[2021-10-01 18:15:06 main:574] : INFO : Epoch 2046 | loss: 0.0311676 | val_loss: 0.0311789 | Time: 3506.5 ms
[2021-10-01 18:15:10 main:574] : INFO : Epoch 2047 | loss: 0.031167 | val_loss: 0.0311808 | Time: 3513.51 ms
[2021-10-01 18:15:13 main:574] : INFO : Epoch 2048 | loss: 0.0311658 | val_loss: 0.0311836 | Time: 3514.74 ms
[2021-10-01 18:15:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311836
[2021-10-01 18:15:13 main:603] : INFO : Saving end state to config to file
[2021-10-01 18:15:13 main:608] : INFO : Success, exiting..
18:15:13 (19556): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)