Task 14081090
| Name | ParityModified-1647040717-29734-3-0_0 |
| Workunit | 11149909 |
| Created | 30 Mar 2022, 6:49:25 UTC |
| Sent | 3 Apr 2022, 8:40:57 UTC |
| Report deadline | 11 Apr 2022, 8:40:57 UTC |
| Received | 4 Apr 2022, 2:44:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11257 |
| Run time | 1 hours 41 min 39 sec |
| CPU time | 1 hours 41 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,365.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.54 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> ms [2022-04-04 04:19:22 main:581] : INFO : Epoch 1538 | loss: 0.0311561 | val_loss: 0.0311798 | Time: 3300.41 ms [2022-04-04 04:19:26 main:581] : INFO : Epoch 1539 | loss: 0.0311586 | val_loss: 0.0311801 | Time: 3368 ms [2022-04-04 04:19:29 main:581] : INFO : Epoch 1540 | loss: 0.0311586 | val_loss: 0.0311794 | Time: 3350.25 ms [2022-04-04 04:19:32 main:581] : INFO : Epoch 1541 | loss: 0.0311554 | val_loss: 0.0311805 | Time: 3300.95 ms [2022-04-04 04:19:36 main:581] : INFO : Epoch 1542 | loss: 0.031155 | val_loss: 0.03118 | Time: 3358.72 ms [2022-04-04 04:19:39 main:581] : INFO : Epoch 1543 | loss: 0.031156 | val_loss: 0.0311806 | Time: 3300.11 ms [2022-04-04 04:19:42 main:581] : INFO : Epoch 1544 | loss: 0.0311561 | val_loss: 0.031181 | Time: 3333.01 ms [2022-04-04 04:19:46 main:581] : INFO : Epoch 1545 | loss: 0.031155 | val_loss: 0.0311798 | Time: 3379.27 ms [2022-04-04 04:19:49 main:581] : INFO : Epoch 1546 | loss: 0.0311535 | val_loss: 0.0311758 | Time: 3342.42 ms [2022-04-04 04:19:52 main:581] : INFO : Epoch 1547 | loss: 0.031155 | val_loss: 0.0311778 | Time: 3389.63 ms [2022-04-04 04:19:56 main:581] : INFO : Epoch 1548 | loss: 0.0311573 | val_loss: 0.0311768 | Time: 3302.83 ms [2022-04-04 04:19:59 main:581] : INFO : Epoch 1549 | loss: 0.0311637 | val_loss: 0.0311845 | Time: 3319.75 ms [2022-04-04 04:20:02 main:581] : INFO : Epoch 1550 | loss: 0.0311598 | val_loss: 0.0311801 | Time: 3316.34 ms [2022-04-04 04:20:06 main:581] : INFO : Epoch 1551 | loss: 0.0311563 | val_loss: 0.0311804 | Time: 3321.7 ms [2022-04-04 04:20:09 main:581] : INFO : Epoch 1552 | loss: 0.0311561 | val_loss: 0.0311733 | Time: 3329.91 ms [2022-04-04 04:20:12 main:581] : INFO : Epoch 1553 | loss: 0.0311554 | val_loss: 0.0311846 | Time: 3331.75 ms [2022-04-04 04:20:16 main:581] : INFO : Epoch 1554 | loss: 0.0311612 | val_loss: 0.0311876 | Time: 3386.18 ms [2022-04-04 04:20:19 main:581] : INFO : Epoch 1555 | loss: 0.0311588 | val_loss: 0.0311801 | Time: 3381.42 ms [2022-04-04 04:20:22 main:581] : INFO : Epoch 1556 | loss: 0.0311552 | val_loss: 0.0311858 | Time: 3306.53 ms [2022-04-04 04:20:26 main:581] : INFO : Epoch 1557 | loss: 0.0311534 | val_loss: 0.0311795 | Time: 3269.17 ms [2022-04-04 04:20:29 main:581] : INFO : Epoch 1558 | loss: 0.0311527 | val_loss: 0.0311802 | Time: 3321.43 ms [2022-04-04 04:20:32 main:581] : INFO : Epoch 1559 | loss: 0.0311545 | val_loss: 0.0311781 | Time: 3363.18 ms [2022-04-04 04:20:36 main:581] : INFO : Epoch 1560 | loss: 0.0311522 | val_loss: 0.0311805 | Time: 3358.66 ms [2022-04-04 04:20:39 main:581] : INFO : Epoch 1561 | loss: 0.0311521 | val_loss: 0.0311793 | Time: 3337.69 ms [2022-04-04 04:20:42 main:581] : INFO : Epoch 1562 | loss: 0.0311534 | val_loss: 0.0311796 | Time: 3332.84 ms [2022-04-04 04:20:46 main:581] : INFO : Epoch 1563 | loss: 0.031154 | val_loss: 0.0311786 | Time: 3380.81 ms [2022-04-04 04:20:49 main:581] : INFO : Epoch 1564 | loss: 0.0311547 | val_loss: 0.0311835 | Time: 3336.2 ms [2022-04-04 04:20:52 main:581] : INFO : Epoch 1565 | loss: 0.031154 | val_loss: 0.0311798 | Time: 3348.83 ms [2022-04-04 04:20:56 main:581] : INFO : Epoch 1566 | loss: 0.0311527 | val_loss: 0.0311871 | Time: 3343.19 ms [2022-04-04 04:20:59 main:581] : INFO : Epoch 1567 | loss: 0.0311519 | val_loss: 0.0311809 | Time: 3343.7 ms [2022-04-04 04:21:02 main:581] : INFO : Epoch 1568 | loss: 0.0311541 | val_loss: 0.0311858 | Time: 3330.05 ms [2022-04-04 04:21:06 main:581] : INFO : Epoch 1569 | loss: 0.0311522 | val_loss: 0.0311803 | Time: 3343.06 ms [2022-04-04 04:21:09 main:581] : INFO : Epoch 1570 | loss: 0.031151 | val_loss: 0.0311821 | Time: 3365.05 ms [2022-04-04 04:21:12 main:581] : INFO : Epoch 1571 | loss: 0.0311524 | val_loss: 0.0311811 | Time: 3232.41 ms [2022-04-04 04:21:16 main:581] : INFO : Epoch 1572 | loss: 0.0311571 | val_loss: 0.0311843 | Time: 3294.4 ms [2022-04-04 04:21:19 main:581] : INFO : Epoch 1573 | loss: 0.0311565 | val_loss: 0.0311785 | Time: 3201.29 ms [2022-04-04 04:21:22 main:581] : INFO : Epoch 1574 | loss: 0.031157 | val_loss: 0.031179 | Time: 3354.12 ms [2022-04-04 04:21:26 main:581] : INFO : Epoch 1575 | loss: 0.0311576 | val_loss: 0.0311828 | Time: 3296.38 ms [2022-04-04 04:21:29 main:581] : INFO : Epoch 1576 | loss: 0.0311579 | val_loss: 0.0311834 | Time: 3318.99 ms [2022-04-04 04:21:32 main:581] : INFO : Epoch 1577 | loss: 0.031156 | val_loss: 0.0311809 | Time: 3355.76 ms [2022-04-04 04:21:36 main:581] : INFO : Epoch 1578 | loss: 0.0311559 | val_loss: 0.0311864 | Time: 3340.81 ms [2022-04-04 04:21:39 main:581] : INFO : Epoch 1579 | loss: 0.0311547 | val_loss: 0.0311839 | Time: 3329.59 ms [2022-04-04 04:21:42 main:581] : INFO : Epoch 1580 | loss: 0.0311547 | val_loss: 0.031181 | Time: 3316.01 ms [2022-04-04 04:21:46 main:581] : INFO : Epoch 1581 | loss: 0.0311518 | val_loss: 0.031183 | Time: 3366.05 ms [2022-04-04 04:21:49 main:581] : INFO : Epoch 1582 | loss: 0.0311518 | val_loss: 0.0311814 | Time: 3340.63 ms [2022-04-04 04:21:52 main:581] : INFO : Epoch 1583 | loss: 0.0311528 | val_loss: 0.0311862 | Time: 3403.69 ms [2022-04-04 04:21:56 main:581] : INFO : Epoch 1584 | loss: 0.0311545 | val_loss: 0.0311839 | Time: 3271.78 ms [2022-04-04 04:21:59 main:581] : INFO : Epoch 1585 | loss: 0.031153 | val_loss: 0.0311803 | Time: 3281.51 ms [2022-04-04 04:22:02 main:581] : INFO : Epoch 1586 | loss: 0.0311574 | val_loss: 0.0311823 | Time: 3237.24 ms [2022-04-04 04:22:05 main:581] : INFO : Epoch 1587 | loss: 0.0311589 | val_loss: 0.0311835 | Time: 3346.1 ms [2022-04-04 04:22:09 main:581] : INFO : Epoch 1588 | loss: 0.0311582 | val_loss: 0.0311805 | Time: 3282.39 ms [2022-04-04 04:22:12 main:581] : INFO : Epoch 1589 | loss: 0.031155 | val_loss: 0.0311808 | Time: 3358.51 ms [2022-04-04 04:22:15 main:581] : INFO : Epoch 1590 | loss: 0.0311622 | val_loss: 0.0311991 | Time: 3302.13 ms [2022-04-04 04:22:19 main:581] : INFO : Epoch 1591 | loss: 0.0311594 | val_loss: 0.0311798 | Time: 3367.01 ms [2022-04-04 04:22:22 main:581] : INFO : Epoch 1592 | loss: 0.031156 | val_loss: 0.0311875 | Time: 3347.32 ms [2022-04-04 04:22:25 main:581] : INFO : Epoch 1593 | loss: 0.0311563 | val_loss: 0.0311887 | Time: 3319.2 ms [2022-04-04 04:22:29 main:581] : INFO : Epoch 1594 | loss: 0.0311545 | val_loss: 0.0311818 | Time: 3319.68 ms [2022-04-04 04:22:32 main:581] : INFO : Epoch 1595 | loss: 0.0311555 | val_loss: 0.0311819 | Time: 3357.39 ms [2022-04-04 04:22:35 main:581] : INFO : Epoch 1596 | loss: 0.0311567 | val_loss: 0.0311823 | Time: 3299.83 ms [2022-04-04 04:22:39 main:581] : INFO : Epoch 1597 | loss: 0.0311569 | val_loss: 0.0311788 | Time: 3326.54 ms [2022-04-04 04:22:42 main:581] : INFO : Epoch 1598 | loss: 0.0311557 | val_loss: 0.0311814 | Time: 3327.22 ms [2022-04-04 04:22:45 main:581] : INFO : Epoch 1599 | loss: 0.0311547 | val_loss: 0.0311803 | Time: 3324.2 ms [2022-04-04 04:22:49 main:581] : INFO : Epoch 1600 | loss: 0.031155 | val_loss: 0.0311833 | Time: 3386.71 ms [2022-04-04 04:22:52 main:581] : INFO : Epoch 1601 | loss: 0.0311553 | val_loss: 0.0311851 | Time: 3281.61 ms [2022-04-04 04:22:55 main:581] : INFO : Epoch 1602 | loss: 0.0311592 | val_loss: 0.0311824 | Time: 3288.4 ms [2022-04-04 04:22:59 main:581] : INFO : Epoch 1603 | loss: 0.0311586 | val_loss: 0.031184 | Time: 3336.55 ms [2022-04-04 04:23:02 main:581] : INFO : Epoch 1604 | loss: 0.0311628 | val_loss: 0.0311802 | Time: 3333.23 ms [2022-04-04 04:23:05 main:581] : INFO : Epoch 1605 | loss: 0.03116 | val_loss: 0.0311801 | Time: 3360.26 ms [2022-04-04 04:23:09 main:581] : INFO : Epoch 1606 | loss: 0.0311597 | val_loss: 0.0311775 | Time: 3337.73 ms [2022-04-04 04:23:12 main:581] : INFO : Epoch 1607 | loss: 0.0311598 | val_loss: 0.0311793 | Time: 3304.41 ms [2022-04-04 04:23:15 main:581] : INFO : Epoch 1608 | loss: 0.0311602 | val_loss: 0.0311788 | Time: 3373.43 ms [2022-04-04 04:23:19 main:581] : INFO : Epoch 1609 | loss: 0.0311585 | val_loss: 0.0311788 | Time: 3374.9 ms [2022-04-04 04:23:22 main:581] : INFO : Epoch 1610 | loss: 0.0311577 | val_loss: 0.03118 | Time: 3338.69 ms [2022-04-04 04:23:25 main:581] : INFO : Epoch 1611 | loss: 0.0311566 | val_loss: 0.0311818 | Time: 3336.24 ms [2022-04-04 04:23:29 main:581] : INFO : Epoch 1612 | loss: 0.0311572 | val_loss: 0.0311787 | Time: 3330.42 ms [2022-04-04 04:23:32 main:581] : INFO : Epoch 1613 | loss: 0.031156 | val_loss: 0.0311797 | Time: 3384.62 ms [2022-04-04 04:23:36 main:581] : INFO : Epoch 1614 | loss: 0.0311559 | val_loss: 0.0311809 | Time: 3386.89 ms [2022-04-04 04:23:39 main:581] : INFO : Epoch 1615 | loss: 0.0311572 | val_loss: 0.0311773 | Time: 3366.07 ms [2022-04-04 04:23:42 main:581] : INFO : Epoch 1616 | loss: 0.031157 | val_loss: 0.0311775 | Time: 3294.48 ms [2022-04-04 04:23:46 main:581] : INFO : Epoch 1617 | loss: 0.0311555 | val_loss: 0.0311845 | Time: 3383.41 ms [2022-04-04 04:23:49 main:581] : INFO : Epoch 1618 | loss: 0.0311574 | val_loss: 0.0311836 | Time: 3378.4 ms [2022-04-04 04:23:52 main:581] : INFO : Epoch 1619 | loss: 0.0311564 | val_loss: 0.0311765 | Time: 3356.7 ms [2022-04-04 04:23:56 main:581] : INFO : Epoch 1620 | loss: 0.0311579 | val_loss: 0.0311829 | Time: 3392.43 ms [2022-04-04 04:23:59 main:581] : INFO : Epoch 1621 | loss: 0.0311565 | val_loss: 0.0311801 | Time: 3337.38 ms [2022-04-04 04:24:02 main:581] : INFO : Epoch 1622 | loss: 0.0311553 | val_loss: 0.0311786 | Time: 3399.85 ms [2022-04-04 04:24:06 main:581] : INFO : Epoch 1623 | loss: 0.0311569 | val_loss: 0.0311791 | Time: 3321.39 ms [2022-04-04 04:24:09 main:581] : INFO : Epoch 1624 | loss: 0.0311631 | val_loss: 0.0311767 | Time: 3351.98 ms [2022-04-04 04:24:12 main:581] : INFO : Epoch 1625 | loss: 0.0311596 | val_loss: 0.0311807 | Time: 3316.21 ms [2022-04-04 04:24:16 main:581] : INFO : Epoch 1626 | loss: 0.0311567 | val_loss: 0.031177 | Time: 3288.62 ms [2022-04-04 04:24:19 main:581] : INFO : Epoch 1627 | loss: 0.0311546 | val_loss: 0.0311774 | Time: 3286.53 ms [2022-04-04 04:24:22 main:581] : INFO : Epoch 1628 | loss: 0.0311541 | val_loss: 0.0311782 | Time: 3309.25 ms [2022-04-04 04:24:26 main:581] : INFO : Epoch 1629 | loss: 0.0311555 | val_loss: 0.0311796 | Time: 3345.45 ms [2022-04-04 04:24:29 main:581] : INFO : Epoch 1630 | loss: 0.0311534 | val_loss: 0.0311852 | Time: 3357.12 ms [2022-04-04 04:24:32 main:581] : INFO : Epoch 1631 | loss: 0.031155 | val_loss: 0.0311774 | Time: 3399.62 ms [2022-04-04 04:24:36 main:581] : INFO : Epoch 1632 | loss: 0.031153 | val_loss: 0.0311822 | Time: 3287.37 ms [2022-04-04 04:24:39 main:581] : INFO : Epoch 1633 | loss: 0.0311541 | val_loss: 0.0311871 | Time: 3295.51 ms [2022-04-04 04:24:42 main:581] : INFO : Epoch 1634 | loss: 0.0311527 | val_loss: 0.0311831 | Time: 3355.8 ms [2022-04-04 04:24:46 main:581] : INFO : Epoch 1635 | loss: 0.0311539 | val_loss: 0.0311804 | Time: 3385.81 ms [2022-04-04 04:24:49 main:581] : INFO : Epoch 1636 | loss: 0.0311526 | val_loss: 0.0311789 | Time: 3375.87 ms [2022-04-04 04:24:53 main:581] : INFO : Epoch 1637 | loss: 0.0311538 | val_loss: 0.0311821 | Time: 3357.49 ms [2022-04-04 04:24:56 main:581] : INFO : Epoch 1638 | loss: 0.0311527 | val_loss: 0.0311781 | Time: 3350.84 ms [2022-04-04 04:24:59 main:581] : INFO : Epoch 1639 | loss: 0.0311544 | val_loss: 0.0311815 | Time: 3359.2 ms [2022-04-04 04:25:03 main:581] : INFO : Epoch 1640 | loss: 0.0311518 | val_loss: 0.0311796 | Time: 3334.4 ms [2022-04-04 04:25:06 main:581] : INFO : Epoch 1641 | loss: 0.0311515 | val_loss: 0.031185 | Time: 3343.36 ms [2022-04-04 04:25:09 main:581] : INFO : Epoch 1642 | loss: 0.0311525 | val_loss: 0.0311834 | Time: 3316.13 ms [2022-04-04 04:25:13 main:581] : INFO : Epoch 1643 | loss: 0.0311522 | val_loss: 0.0311786 | Time: 3375.96 ms [2022-04-04 04:25:16 main:581] : INFO : Epoch 1644 | loss: 0.0311542 | val_loss: 0.0311765 | Time: 3356.71 ms [2022-04-04 04:25:19 main:581] : INFO : Epoch 1645 | loss: 0.0311582 | val_loss: 0.0311821 | Time: 3357.79 ms [2022-04-04 04:25:23 main:581] : INFO : Epoch 1646 | loss: 0.0311564 | val_loss: 0.0311794 | Time: 3373.82 ms [2022-04-04 04:25:26 main:581] : INFO : Epoch 1647 | loss: 0.0311553 | val_loss: 0.0311799 | Time: 3315.09 ms [2022-04-04 04:25:29 main:581] : INFO : Epoch 1648 | loss: 0.0311539 | val_loss: 0.031183 | Time: 3331.33 ms [2022-04-04 04:25:33 main:581] : INFO : Epoch 1649 | loss: 0.0311569 | val_loss: 0.0311853 | Time: 3370.81 ms [2022-04-04 04:25:36 main:581] : INFO : Epoch 1650 | loss: 0.0311591 | val_loss: 0.0311805 | Time: 3310.59 ms [2022-04-04 04:25:39 main:581] : INFO : Epoch 1651 | loss: 0.0311593 | val_loss: 0.0311845 | Time: 3337.39 ms [2022-04-04 04:25:43 main:581] : INFO : Epoch 1652 | loss: 0.0311592 | val_loss: 0.0311815 | Time: 3334.82 ms [2022-04-04 04:25:46 main:581] : INFO : Epoch 1653 | loss: 0.0311595 | val_loss: 0.031181 | Time: 3305.67 ms [2022-04-04 04:25:49 main:581] : INFO : Epoch 1654 | loss: 0.0311578 | val_loss: 0.0311779 | Time: 3364.98 ms [2022-04-04 04:25:53 main:581] : INFO : Epoch 1655 | loss: 0.0311562 | val_loss: 0.0311805 | Time: 3352.9 ms [2022-04-04 04:25:56 main:581] : INFO : Epoch 1656 | loss: 0.0311566 | val_loss: 0.0311802 | Time: 3259.38 ms [2022-04-04 04:25:59 main:581] : INFO : Epoch 1657 | loss: 0.0311567 | val_loss: 0.0311825 | Time: 3344.75 ms [2022-04-04 04:26:03 main:581] : INFO : Epoch 1658 | loss: 0.0311575 | val_loss: 0.0311839 | Time: 3343.78 ms [2022-04-04 04:26:06 main:581] : INFO : Epoch 1659 | loss: 0.0311567 | val_loss: 0.0311845 | Time: 3390.99 ms [2022-04-04 04:26:09 main:581] : INFO : Epoch 1660 | loss: 0.0311605 | val_loss: 0.0311779 | Time: 3331.56 ms [2022-04-04 04:26:13 main:581] : INFO : Epoch 1661 | loss: 0.0311592 | val_loss: 0.0311805 | Time: 3381.77 ms [2022-04-04 04:26:16 main:581] : INFO : Epoch 1662 | loss: 0.0311612 | val_loss: 0.0311828 | Time: 3301.43 ms [2022-04-04 04:26:19 main:581] : INFO : Epoch 1663 | loss: 0.0311585 | val_loss: 0.0311792 | Time: 2916.41 ms [2022-04-04 04:26:22 main:581] : INFO : Epoch 1664 | loss: 0.0311577 | val_loss: 0.0311883 | Time: 3229 ms [2022-04-04 04:26:26 main:581] : INFO : Epoch 1665 | loss: 0.0311711 | val_loss: 0.0311809 | Time: 3286.02 ms [2022-04-04 04:26:29 main:581] : INFO : Epoch 1666 | loss: 0.0311679 | val_loss: 0.0311836 | Time: 3109.09 ms [2022-04-04 04:26:32 main:581] : INFO : Epoch 1667 | loss: 0.0311634 | val_loss: 0.0311811 | Time: 3039.61 ms [2022-04-04 04:26:35 main:581] : INFO : Epoch 1668 | loss: 0.0311605 | val_loss: 0.0311783 | Time: 3011.56 ms [2022-04-04 04:26:38 main:581] : INFO : Epoch 1669 | loss: 0.0311592 | val_loss: 0.0311808 | Time: 3013.29 ms [2022-04-04 04:26:40 main:581] : INFO : Epoch 1670 | loss: 0.0311601 | val_loss: 0.0311773 | Time: 2705.32 ms [2022-04-04 04:26:43 main:581] : INFO : Epoch 1671 | loss: 0.0311563 | val_loss: 0.0311789 | Time: 2744.27 ms [2022-04-04 04:26:46 main:581] : INFO : Epoch 1672 | loss: 0.0311585 | val_loss: 0.031182 | Time: 2883.22 ms [2022-04-04 04:26:49 main:581] : INFO : Epoch 1673 | loss: 0.0311594 | val_loss: 0.031179 | Time: 2709.15 ms [2022-04-04 04:26:51 main:581] : INFO : Epoch 1674 | loss: 0.0311585 | val_loss: 0.0311783 | Time: 2728.78 ms [2022-04-04 04:26:54 main:581] : INFO : Epoch 1675 | loss: 0.0311597 | val_loss: 0.0311775 | Time: 2789.53 ms [2022-04-04 04:26:57 main:581] : INFO : Epoch 1676 | loss: 0.0311594 | val_loss: 0.0311788 | Time: 2877.28 ms [2022-04-04 04:27:00 main:581] : INFO : Epoch 1677 | loss: 0.0311571 | val_loss: 0.0311823 | Time: 2712.31 ms [2022-04-04 04:27:03 main:581] : INFO : Epoch 1678 | loss: 0.0311559 | val_loss: 0.0311782 | Time: 2867.67 ms [2022-04-04 04:27:05 main:581] : INFO : Epoch 1679 | loss: 0.0311575 | val_loss: 0.0311753 | Time: 2570.33 ms [2022-04-04 04:27:08 main:581] : INFO : Epoch 1680 | loss: 0.0311572 | val_loss: 0.0311808 | Time: 2549 ms [2022-04-04 04:27:10 main:581] : INFO : Epoch 1681 | loss: 0.031159 | val_loss: 0.0311775 | Time: 2622.24 ms [2022-04-04 04:27:13 main:581] : INFO : Epoch 1682 | loss: 0.0311654 | val_loss: 0.0311807 | Time: 2875.19 ms [2022-04-04 04:27:16 main:581] : INFO : Epoch 1683 | loss: 0.0311661 | val_loss: 0.0311766 | Time: 2590.81 ms [2022-04-04 04:27:18 main:581] : INFO : Epoch 1684 | loss: 0.0311641 | val_loss: 0.0311784 | Time: 2378.85 ms [2022-04-04 04:27:21 main:581] : INFO : Epoch 1685 | loss: 0.0311648 | val_loss: 0.031175 | Time: 2627.46 ms [2022-04-04 04:27:24 main:581] : INFO : Epoch 1686 | loss: 0.0311636 | val_loss: 0.0311822 | Time: 2648.04 ms [2022-04-04 04:27:26 main:581] : INFO : Epoch 1687 | loss: 0.0311647 | val_loss: 0.031179 | Time: 2567.74 ms [2022-04-04 04:27:29 main:581] : INFO : Epoch 1688 | loss: 0.0311625 | val_loss: 0.0311827 | Time: 2733.05 ms [2022-04-04 04:27:31 main:581] : INFO : Epoch 1689 | loss: 0.031163 | val_loss: 0.0311811 | Time: 2338.39 ms [2022-04-04 04:27:34 main:581] : INFO : Epoch 1690 | loss: 0.0311603 | val_loss: 0.0311798 | Time: 2729.57 ms [2022-04-04 04:27:37 main:581] : INFO : Epoch 1691 | loss: 0.0311609 | val_loss: 0.0311806 | Time: 2591.15 ms [2022-04-04 04:27:39 main:581] : INFO : Epoch 1692 | loss: 0.0311594 | val_loss: 0.0311838 | Time: 2303.91 ms [2022-04-04 04:27:41 main:581] : INFO : Epoch 1693 | loss: 0.0311592 | val_loss: 0.0311834 | Time: 2372.83 ms [2022-04-04 04:27:44 main:581] : INFO : Epoch 1694 | loss: 0.0311601 | val_loss: 0.0311831 | Time: 2403.7 ms [2022-04-04 04:27:46 main:581] : INFO : Epoch 1695 | loss: 0.0311597 | val_loss: 0.0311805 | Time: 2430.62 ms [2022-04-04 04:27:48 main:581] : INFO : Epoch 1696 | loss: 0.031158 | val_loss: 0.0311824 | Time: 2039.8 ms [2022-04-04 04:27:50 main:581] : INFO : Epoch 1697 | loss: 0.0311617 | val_loss: 0.031181 | Time: 2190.73 ms [2022-04-04 04:27:52 main:581] : INFO : Epoch 1698 | loss: 0.0311633 | val_loss: 0.0311779 | Time: 2034.24 ms [2022-04-04 04:27:54 main:581] : INFO : Epoch 1699 | loss: 0.0311609 | val_loss: 0.0311809 | Time: 2027.23 ms [2022-04-04 04:27:56 main:581] : INFO : Epoch 1700 | loss: 0.0311625 | val_loss: 0.0311813 | Time: 2026.18 ms [2022-04-04 04:27:58 main:581] : INFO : Epoch 1701 | loss: 0.0311609 | val_loss: 0.03118 | Time: 2023.91 ms [2022-04-04 04:28:01 main:581] : INFO : Epoch 1702 | loss: 0.0311588 | val_loss: 0.0311752 | Time: 2259.96 ms [2022-04-04 04:28:03 main:581] : INFO : Epoch 1703 | loss: 0.0311579 | val_loss: 0.031176 | Time: 2158.7 ms [2022-04-04 04:28:05 main:581] : INFO : Epoch 1704 | loss: 0.0311583 | val_loss: 0.0311771 | Time: 2015.63 ms [2022-04-04 04:28:07 main:581] : INFO : Epoch 1705 | loss: 0.0311605 | val_loss: 0.0311867 | Time: 2004.48 ms [2022-04-04 04:28:09 main:581] : INFO : Epoch 1706 | loss: 0.0311621 | val_loss: 0.0311791 | Time: 1972.74 ms [2022-04-04 04:28:11 main:581] : INFO : Epoch 1707 | loss: 0.0311583 | val_loss: 0.0311793 | Time: 1971.24 ms [2022-04-04 04:28:13 main:581] : INFO : Epoch 1708 | loss: 0.0311571 | val_loss: 0.0311807 | Time: 1968.92 ms [2022-04-04 04:28:15 main:581] : INFO : Epoch 1709 | loss: 0.0311582 | val_loss: 0.0311864 | Time: 1969.07 ms [2022-04-04 04:28:17 main:581] : INFO : Epoch 1710 | loss: 0.0311611 | val_loss: 0.0311776 | Time: 1963.82 ms [2022-04-04 04:28:19 main:581] : INFO : Epoch 1711 | loss: 0.0311578 | val_loss: 0.0311788 | Time: 1963.63 ms [2022-04-04 04:28:21 main:581] : INFO : Epoch 1712 | loss: 0.0311574 | val_loss: 0.0311792 | Time: 1958.5 ms [2022-04-04 04:28:23 main:581] : INFO : Epoch 1713 | loss: 0.0311562 | val_loss: 0.0311788 | Time: 1938.87 ms [2022-04-04 04:28:24 main:581] : INFO : Epoch 1714 | loss: 0.0311567 | val_loss: 0.0311783 | Time: 1898.36 ms [2022-04-04 04:28:26 main:581] : INFO : Epoch 1715 | loss: 0.0311576 | val_loss: 0.0311793 | Time: 1867.26 ms [2022-04-04 04:28:28 main:581] : INFO : Epoch 1716 | loss: 0.0311598 | val_loss: 0.0311794 | Time: 1851.94 ms [2022-04-04 04:28:30 main:581] : INFO : Epoch 1717 | loss: 0.0311579 | val_loss: 0.0311827 | Time: 1838.88 ms [2022-04-04 04:28:32 main:581] : INFO : Epoch 1718 | loss: 0.0311576 | val_loss: 0.0311792 | Time: 1757.04 ms [2022-04-04 04:28:34 main:581] : INFO : Epoch 1719 | loss: 0.0311574 | val_loss: 0.0311781 | Time: 1817.36 ms [2022-04-04 04:28:35 main:581] : INFO : Epoch 1720 | loss: 0.0311571 | val_loss: 0.0311768 | Time: 1728.29 ms [2022-04-04 04:28:37 main:581] : INFO : Epoch 1721 | loss: 0.0311584 | val_loss: 0.0311771 | Time: 1737.05 ms [2022-04-04 04:28:39 main:581] : INFO : Epoch 1722 | loss: 0.0311577 | val_loss: 0.0311802 | Time: 1739.04 ms [2022-04-04 04:28:40 main:581] : INFO : Epoch 1723 | loss: 0.0311586 | val_loss: 0.031185 | Time: 1697.28 ms [2022-04-04 04:28:42 main:581] : INFO : Epoch 1724 | loss: 0.0311575 | val_loss: 0.0311809 | Time: 1690.65 ms [2022-04-04 04:28:44 main:581] : INFO : Epoch 1725 | loss: 0.0311577 | val_loss: 0.0311823 | Time: 1693.99 ms [2022-04-04 04:28:46 main:581] : INFO : Epoch 1726 | loss: 0.0311588 | val_loss: 0.0311828 | Time: 1695.54 ms [2022-04-04 04:28:47 main:581] : INFO : Epoch 1727 | loss: 0.0311561 | val_loss: 0.0311811 | Time: 1692.28 ms [2022-04-04 04:28:49 main:581] : INFO : Epoch 1728 | loss: 0.0311558 | val_loss: 0.0311806 | Time: 1695.12 ms [2022-04-04 04:28:51 main:581] : INFO : Epoch 1729 | loss: 0.0311556 | val_loss: 0.0311838 | Time: 1694.67 ms [2022-04-04 04:28:52 main:581] : INFO : Epoch 1730 | loss: 0.031156 | val_loss: 0.0311834 | Time: 1694.21 ms [2022-04-04 04:28:54 main:581] : INFO : Epoch 1731 | loss: 0.0311569 | val_loss: 0.0311866 | Time: 1693.36 ms [2022-04-04 04:28:56 main:581] : INFO : Epoch 1732 | loss: 0.031156 | val_loss: 0.0311809 | Time: 1695.38 ms [2022-04-04 04:28:57 main:581] : INFO : Epoch 1733 | loss: 0.0311543 | val_loss: 0.0311817 | Time: 1693.57 ms [2022-04-04 04:28:59 main:581] : INFO : Epoch 1734 | loss: 0.0311544 | val_loss: 0.031179 | Time: 1696.97 ms [2022-04-04 04:29:01 main:581] : INFO : Epoch 1735 | loss: 0.0311559 | val_loss: 0.0311787 | Time: 1696.25 ms [2022-04-04 04:29:03 main:581] : INFO : Epoch 1736 | loss: 0.0311566 | val_loss: 0.0311779 | Time: 1693.49 ms [2022-04-04 04:29:04 main:581] : INFO : Epoch 1737 | loss: 0.0311553 | val_loss: 0.0311819 | Time: 1691.31 ms [2022-04-04 04:29:06 main:581] : INFO : Epoch 1738 | loss: 0.0311569 | val_loss: 0.0311791 | Time: 1696.02 ms [2022-04-04 04:29:08 main:581] : INFO : Epoch 1739 | loss: 0.0311558 | val_loss: 0.0311801 | Time: 2561.81 ms [2022-04-04 04:29:11 main:581] : INFO : Epoch 1740 | loss: 0.0311575 | val_loss: 0.0311839 | Time: 3024.1 ms [2022-04-04 04:29:15 main:581] : INFO : Epoch 1741 | loss: 0.0311603 | val_loss: 0.0311824 | Time: 3017.86 ms [2022-04-04 04:29:18 main:581] : INFO : Epoch 1742 | loss: 0.0311636 | val_loss: 0.03118 | Time: 2993.53 ms [2022-04-04 04:29:21 main:581] : INFO : Epoch 1743 | loss: 0.0311598 | val_loss: 0.0311804 | Time: 3013.11 ms [2022-04-04 04:29:24 main:581] : INFO : Epoch 1744 | loss: 0.0311593 | val_loss: 0.0311873 | Time: 3016.26 ms [2022-04-04 04:29:27 main:581] : INFO : Epoch 1745 | loss: 0.031159 | val_loss: 0.0311808 | Time: 2999.48 ms [2022-04-04 04:29:30 main:581] : INFO : Epoch 1746 | loss: 0.0311655 | val_loss: 0.031183 | Time: 3080.34 ms [2022-04-04 04:29:33 main:581] : INFO : Epoch 1747 | loss: 0.0311592 | val_loss: 0.0311825 | Time: 3352.2 ms [2022-04-04 04:29:36 main:581] : INFO : Epoch 1748 | loss: 0.0311585 | val_loss: 0.0311799 | Time: 3352.85 ms [2022-04-04 04:29:40 main:581] : INFO : Epoch 1749 | loss: 0.0311584 | val_loss: 0.031181 | Time: 3352.56 ms [2022-04-04 04:29:43 main:581] : INFO : Epoch 1750 | loss: 0.0311578 | val_loss: 0.0311801 | Time: 3348.43 ms [2022-04-04 04:29:46 main:581] : INFO : Epoch 1751 | loss: 0.0311588 | val_loss: 0.0311779 | Time: 3373.23 ms [2022-04-04 04:29:50 main:581] : INFO : Epoch 1752 | loss: 0.03116 | val_loss: 0.0311813 | Time: 3372.01 ms [2022-04-04 04:29:53 main:581] : INFO : Epoch 1753 | loss: 0.031156 | val_loss: 0.0311818 | Time: 3378.15 ms [2022-04-04 04:29:57 main:581] : INFO : Epoch 1754 | loss: 0.0311581 | val_loss: 0.0311872 | Time: 3442.41 ms [2022-04-04 04:30:00 main:581] : INFO : Epoch 1755 | loss: 0.0311586 | val_loss: 0.0311787 | Time: 3375.27 ms [2022-04-04 04:30:03 main:581] : INFO : Epoch 1756 | loss: 0.0311581 | val_loss: 0.03118 | Time: 3294.88 ms [2022-04-04 04:30:07 main:581] : INFO : Epoch 1757 | loss: 0.0311578 | val_loss: 0.031178 | Time: 3282.27 ms [2022-04-04 04:30:10 main:581] : INFO : Epoch 1758 | loss: 0.0311558 | val_loss: 0.0311761 | Time: 3319.72 ms [2022-04-04 04:30:13 main:581] : INFO : Epoch 1759 | loss: 0.031154 | val_loss: 0.0311767 | Time: 3361.88 ms [2022-04-04 04:30:17 main:581] : INFO : Epoch 1760 | loss: 0.0311562 | val_loss: 0.0311793 | Time: 3380.61 ms [2022-04-04 04:30:20 main:581] : INFO : Epoch 1761 | loss: 0.0311557 | val_loss: 0.0311769 | Time: 3391.83 ms [2022-04-04 04:30:23 main:581] : INFO : Epoch 1762 | loss: 0.0311554 | val_loss: 0.03118 | Time: 3339.04 ms [2022-04-04 04:30:27 main:581] : INFO : Epoch 1763 | loss: 0.0311551 | val_loss: 0.0311759 | Time: 3293.09 ms [2022-04-04 04:30:30 main:581] : INFO : Epoch 1764 | loss: 0.0311566 | val_loss: 0.0311769 | Time: 3376.75 ms [2022-04-04 04:30:33 main:581] : INFO : Epoch 1765 | loss: 0.0311548 | val_loss: 0.0311829 | Time: 3345.42 ms [2022-04-04 04:30:37 main:581] : INFO : Epoch 1766 | loss: 0.0311574 | val_loss: 0.031179 | Time: 3195.82 ms [2022-04-04 04:30:40 main:581] : INFO : Epoch 1767 | loss: 0.0311598 | val_loss: 0.03118 | Time: 3327.21 ms [2022-04-04 04:30:43 main:581] : INFO : Epoch 1768 | loss: 0.0311554 | val_loss: 0.0311802 | Time: 3282.23 ms [2022-04-04 04:30:47 main:581] : INFO : Epoch 1769 | loss: 0.03116 | val_loss: 0.0311773 | Time: 3393.33 ms [2022-04-04 04:30:50 main:581] : INFO : Epoch 1770 | loss: 0.0311616 | val_loss: 0.0311763 | Time: 3329.2 ms [2022-04-04 04:30:53 main:581] : INFO : Epoch 1771 | loss: 0.0311586 | val_loss: 0.0311782 | Time: 3291.62 ms [2022-04-04 04:30:57 main:581] : INFO : Epoch 1772 | loss: 0.0311584 | val_loss: 0.031178 | Time: 3380.19 ms [2022-04-04 04:31:00 main:581] : INFO : Epoch 1773 | loss: 0.0311632 | val_loss: 0.0311814 | Time: 3357.27 ms [2022-04-04 04:31:03 main:581] : INFO : Epoch 1774 | loss: 0.0311647 | val_loss: 0.0311817 | Time: 3353.09 ms [2022-04-04 04:31:07 main:581] : INFO : Epoch 1775 | loss: 0.0311625 | val_loss: 0.0311836 | Time: 3347.49 ms [2022-04-04 04:31:10 main:581] : INFO : Epoch 1776 | loss: 0.0311627 | val_loss: 0.0311799 | Time: 3277.33 ms [2022-04-04 04:31:13 main:581] : INFO : Epoch 1777 | loss: 0.03116 | val_loss: 0.0311793 | Time: 3394.39 ms [2022-04-04 04:31:17 main:581] : INFO : Epoch 1778 | loss: 0.0311595 | val_loss: 0.0311776 | Time: 3319.82 ms [2022-04-04 04:31:20 main:581] : INFO : Epoch 1779 | loss: 0.0311586 | val_loss: 0.0311796 | Time: 3274.91 ms [2022-04-04 04:31:23 main:581] : INFO : Epoch 1780 | loss: 0.031159 | val_loss: 0.0311799 | Time: 3293.57 ms [2022-04-04 04:31:27 main:581] : INFO : Epoch 1781 | loss: 0.0311584 | val_loss: 0.0311841 | Time: 3411.04 ms [2022-04-04 04:31:30 main:581] : INFO : Epoch 1782 | loss: 0.0311587 | val_loss: 0.0311809 | Time: 3389.34 ms [2022-04-04 04:31:33 main:581] : INFO : Epoch 1783 | loss: 0.0311567 | val_loss: 0.0311803 | Time: 3336.62 ms [2022-04-04 04:31:37 main:581] : INFO : Epoch 1784 | loss: 0.0311579 | val_loss: 0.0311865 | Time: 3211.47 ms [2022-04-04 04:31:40 main:581] : INFO : Epoch 1785 | loss: 0.0311575 | val_loss: 0.0311823 | Time: 3345.04 ms [2022-04-04 04:31:43 main:581] : INFO : Epoch 1786 | loss: 0.0311557 | val_loss: 0.03118 | Time: 3345.75 ms [2022-04-04 04:31:47 main:581] : INFO : Epoch 1787 | loss: 0.0311562 | val_loss: 0.0311798 | Time: 3328.83 ms [2022-04-04 04:31:50 main:581] : INFO : Epoch 1788 | loss: 0.0311573 | val_loss: 0.0311775 | Time: 3326.69 ms [2022-04-04 04:31:53 main:581] : INFO : Epoch 1789 | loss: 0.0311561 | val_loss: 0.0311809 | Time: 3324.42 ms [2022-04-04 04:31:57 main:581] : INFO : Epoch 1790 | loss: 0.0311563 | val_loss: 0.0311806 | Time: 3342.58 ms [2022-04-04 04:32:00 main:581] : INFO : Epoch 1791 | loss: 0.031158 | val_loss: 0.0311815 | Time: 3299.48 ms [2022-04-04 04:32:03 main:581] : INFO : Epoch 1792 | loss: 0.031154 | val_loss: 0.0311794 | Time: 3310.96 ms [2022-04-04 04:32:07 main:581] : INFO : Epoch 1793 | loss: 0.0311535 | val_loss: 0.0311776 | Time: 3377.21 ms [2022-04-04 04:32:10 main:581] : INFO : Epoch 1794 | loss: 0.031154 | val_loss: 0.0311798 | Time: 3378.44 ms [2022-04-04 04:32:13 main:581] : INFO : Epoch 1795 | loss: 0.0311561 | val_loss: 0.03118 | Time: 3295.74 ms [2022-04-04 04:32:17 main:581] : INFO : Epoch 1796 | loss: 0.0311575 | val_loss: 0.031183 | Time: 3316.7 ms [2022-04-04 04:32:20 main:581] : INFO : Epoch 1797 | loss: 0.0311637 | val_loss: 0.0311864 | Time: 3334.61 ms [2022-04-04 04:32:23 main:581] : INFO : Epoch 1798 | loss: 0.0311671 | val_loss: 0.0311818 | Time: 3373.58 ms [2022-04-04 04:32:27 main:581] : INFO : Epoch 1799 | loss: 0.031164 | val_loss: 0.0311795 | Time: 3365.4 ms [2022-04-04 04:32:30 main:581] : INFO : Epoch 1800 | loss: 0.0311592 | val_loss: 0.0311809 | Time: 3354.33 ms [2022-04-04 04:32:33 main:581] : INFO : Epoch 1801 | loss: 0.0311567 | val_loss: 0.0311806 | Time: 3320.36 ms [2022-04-04 04:32:37 main:581] : INFO : Epoch 1802 | loss: 0.0311578 | val_loss: 0.031183 | Time: 3360.29 ms [2022-04-04 04:32:40 main:581] : INFO : Epoch 1803 | loss: 0.0311598 | val_loss: 0.0311781 | Time: 3351.22 ms [2022-04-04 04:32:43 main:581] : INFO : Epoch 1804 | loss: 0.0311573 | val_loss: 0.0311801 | Time: 3293.52 ms [2022-04-04 04:32:47 main:581] : INFO : Epoch 1805 | loss: 0.0311555 | val_loss: 0.031179 | Time: 3371.71 ms [2022-04-04 04:32:50 main:581] : INFO : Epoch 1806 | loss: 0.0311551 | val_loss: 0.0311813 | Time: 3348.72 ms [2022-04-04 04:32:53 main:581] : INFO : Epoch 1807 | loss: 0.0311557 | val_loss: 0.0311816 | Time: 3399.59 ms [2022-04-04 04:32:57 main:581] : INFO : Epoch 1808 | loss: 0.0311594 | val_loss: 0.0311844 | Time: 3381.52 ms [2022-04-04 04:33:00 main:581] : INFO : Epoch 1809 | loss: 0.0311584 | val_loss: 0.0311773 | Time: 3338.92 ms [2022-04-04 04:33:04 main:581] : INFO : Epoch 1810 | loss: 0.0311573 | val_loss: 0.0311812 | Time: 3359.2 ms [2022-04-04 04:33:07 main:581] : INFO : Epoch 1811 | loss: 0.0311585 | val_loss: 0.0311858 | Time: 3339.52 ms [2022-04-04 04:33:10 main:581] : INFO : Epoch 1812 | loss: 0.0311569 | val_loss: 0.031182 | Time: 3323.97 ms [2022-04-04 04:33:13 main:581] : INFO : Epoch 1813 | loss: 0.0311542 | val_loss: 0.0311783 | Time: 3316.68 ms [2022-04-04 04:33:17 main:581] : INFO : Epoch 1814 | loss: 0.0311544 | val_loss: 0.0311822 | Time: 3393.26 ms [2022-04-04 04:33:20 main:581] : INFO : Epoch 1815 | loss: 0.0311532 | val_loss: 0.0311787 | Time: 3379.99 ms [2022-04-04 04:33:24 main:581] : INFO : Epoch 1816 | loss: 0.0311529 | val_loss: 0.0311783 | Time: 3412.13 ms [2022-04-04 04:33:27 main:581] : INFO : Epoch 1817 | loss: 0.031155 | val_loss: 0.0311778 | Time: 3361.81 ms [2022-04-04 04:33:30 main:581] : INFO : Epoch 1818 | loss: 0.0311576 | val_loss: 0.0311822 | Time: 3385.14 ms [2022-04-04 04:33:34 main:581] : INFO : Epoch 1819 | loss: 0.0311551 | val_loss: 0.0311804 | Time: 3361.51 ms [2022-04-04 04:33:37 main:581] : INFO : Epoch 1820 | loss: 0.0311569 | val_loss: 0.0311787 | Time: 3369.65 ms [2022-04-04 04:33:41 main:581] : INFO : Epoch 1821 | loss: 0.03116 | val_loss: 0.0311804 | Time: 3337.57 ms [2022-04-04 04:33:44 main:581] : INFO : Epoch 1822 | loss: 0.0311641 | val_loss: 0.0311814 | Time: 3382.95 ms [2022-04-04 04:33:47 main:581] : INFO : Epoch 1823 | loss: 0.0311635 | val_loss: 0.0311826 | Time: 3335.55 ms [2022-04-04 04:33:51 main:581] : INFO : Epoch 1824 | loss: 0.0311591 | val_loss: 0.0311767 | Time: 3345.97 ms [2022-04-04 04:33:54 main:581] : INFO : Epoch 1825 | loss: 0.0311578 | val_loss: 0.0311786 | Time: 3400.8 ms [2022-04-04 04:33:57 main:581] : INFO : Epoch 1826 | loss: 0.0311575 | val_loss: 0.0311808 | Time: 3380.49 ms [2022-04-04 04:34:01 main:581] : INFO : Epoch 1827 | loss: 0.0311562 | val_loss: 0.0311781 | Time: 3320.87 ms [2022-04-04 04:34:04 main:581] : INFO : Epoch 1828 | loss: 0.0311642 | val_loss: 0.0311764 | Time: 3344.7 ms [2022-04-04 04:34:07 main:581] : INFO : Epoch 1829 | loss: 0.0311606 | val_loss: 0.0311774 | Time: 3353.39 ms [2022-04-04 04:34:11 main:581] : INFO : Epoch 1830 | loss: 0.0311606 | val_loss: 0.0311786 | Time: 3394.78 ms [2022-04-04 04:34:14 main:581] : INFO : Epoch 1831 | loss: 0.031161 | val_loss: 0.0311795 | Time: 3411.22 ms [2022-04-04 04:34:18 main:581] : INFO : Epoch 1832 | loss: 0.0311591 | val_loss: 0.0311887 | Time: 3399.76 ms [2022-04-04 04:34:21 main:581] : INFO : Epoch 1833 | loss: 0.0311577 | val_loss: 0.0311803 | Time: 3379.89 ms [2022-04-04 04:34:24 main:581] : INFO : Epoch 1834 | loss: 0.0311568 | val_loss: 0.0311763 | Time: 3324.58 ms [2022-04-04 04:34:28 main:581] : INFO : Epoch 1835 | loss: 0.0311545 | val_loss: 0.0311804 | Time: 3339.98 ms [2022-04-04 04:34:31 main:581] : INFO : Epoch 1836 | loss: 0.0311546 | val_loss: 0.0311812 | Time: 3360.46 ms [2022-04-04 04:34:34 main:581] : INFO : Epoch 1837 | loss: 0.0311555 | val_loss: 0.031182 | Time: 3379.45 ms [2022-04-04 04:34:38 main:581] : INFO : Epoch 1838 | loss: 0.031156 | val_loss: 0.0311848 | Time: 3381.03 ms [2022-04-04 04:34:41 main:581] : INFO : Epoch 1839 | loss: 0.0311573 | val_loss: 0.0311799 | Time: 3391.23 ms [2022-04-04 04:34:45 main:581] : INFO : Epoch 1840 | loss: 0.0311531 | val_loss: 0.0311801 | Time: 3361.01 ms [2022-04-04 04:34:48 main:581] : INFO : Epoch 1841 | loss: 0.0311546 | val_loss: 0.0311842 | Time: 3365.6 ms [2022-04-04 04:34:51 main:581] : INFO : Epoch 1842 | loss: 0.0311554 | val_loss: 0.0311824 | Time: 3328.74 ms [2022-04-04 04:34:55 main:581] : INFO : Epoch 1843 | loss: 0.0311541 | val_loss: 0.031179 | Time: 3338.49 ms [2022-04-04 04:34:58 main:581] : INFO : Epoch 1844 | loss: 0.0311525 | val_loss: 0.0311841 | Time: 3299.94 ms [2022-04-04 04:35:01 main:581] : INFO : Epoch 1845 | loss: 0.0311535 | val_loss: 0.0311808 | Time: 3317.46 ms [2022-04-04 04:35:05 main:581] : INFO : Epoch 1846 | loss: 0.0311519 | val_loss: 0.0311795 | Time: 3398.04 ms [2022-04-04 04:35:08 main:581] : INFO : Epoch 1847 | loss: 0.0311514 | val_loss: 0.0311803 | Time: 3334.52 ms [2022-04-04 04:35:11 main:581] : INFO : Epoch 1848 | loss: 0.0311497 | val_loss: 0.0311796 | Time: 3370.7 ms [2022-04-04 04:35:15 main:581] : INFO : Epoch 1849 | loss: 0.0311508 | val_loss: 0.0311809 | Time: 3323.98 ms [2022-04-04 04:35:18 main:581] : INFO : Epoch 1850 | loss: 0.0311525 | val_loss: 0.0311879 | Time: 3384.59 ms [2022-04-04 04:35:21 main:581] : INFO : Epoch 1851 | loss: 0.031155 | val_loss: 0.031184 | Time: 3288.28 ms [2022-04-04 04:35:25 main:581] : INFO : Epoch 1852 | loss: 0.031151 | val_loss: 0.0311802 | Time: 3352.34 ms [2022-04-04 04:35:28 main:581] : INFO : Epoch 1853 | loss: 0.0311505 | val_loss: 0.0311829 | Time: 3393.55 ms [2022-04-04 04:35:31 main:581] : INFO : Epoch 1854 | loss: 0.0311506 | val_loss: 0.0311784 | Time: 3293.35 ms [2022-04-04 04:35:35 main:581] : INFO : Epoch 1855 | loss: 0.0311541 | val_loss: 0.0311812 | Time: 3326.91 ms [2022-04-04 04:35:38 main:581] : INFO : Epoch 1856 | loss: 0.0311544 | val_loss: 0.031182 | Time: 3317.21 ms [2022-04-04 04:35:41 main:581] : INFO : Epoch 1857 | loss: 0.0311579 | val_loss: 0.0311823 | Time: 3368.71 ms [2022-04-04 04:35:45 main:581] : INFO : Epoch 1858 | loss: 0.031156 | val_loss: 0.0311855 | Time: 3334.23 ms [2022-04-04 04:35:48 main:581] : INFO : Epoch 1859 | loss: 0.0311551 | val_loss: 0.0311814 | Time: 3328.46 ms [2022-04-04 04:35:51 main:581] : INFO : Epoch 1860 | loss: 0.0311546 | val_loss: 0.0311845 | Time: 3384.22 ms [2022-04-04 04:35:55 main:581] : INFO : Epoch 1861 | loss: 0.0311557 | val_loss: 0.0311852 | Time: 3358.35 ms [2022-04-04 04:35:58 main:581] : INFO : Epoch 1862 | loss: 0.0311572 | val_loss: 0.0311816 | Time: 3351.52 ms [2022-04-04 04:36:01 main:581] : INFO : Epoch 1863 | loss: 0.0311567 | val_loss: 0.0311821 | Time: 3352.85 ms [2022-04-04 04:36:05 main:581] : INFO : Epoch 1864 | loss: 0.0311574 | val_loss: 0.0311842 | Time: 3321.1 ms [2022-04-04 04:36:08 main:581] : INFO : Epoch 1865 | loss: 0.0311577 | val_loss: 0.0311818 | Time: 3304.9 ms [2022-04-04 04:36:11 main:581] : INFO : Epoch 1866 | loss: 0.031161 | val_loss: 0.0311847 | Time: 3310.59 ms [2022-04-04 04:36:15 main:581] : INFO : Epoch 1867 | loss: 0.0311599 | val_loss: 0.0311822 | Time: 3314.37 ms [2022-04-04 04:36:18 main:581] : INFO : Epoch 1868 | loss: 0.0311608 | val_loss: 0.0311898 | Time: 3364.32 ms [2022-04-04 04:36:21 main:581] : INFO : Epoch 1869 | loss: 0.0311618 | val_loss: 0.0311827 | Time: 3338.91 ms [2022-04-04 04:36:25 main:581] : INFO : Epoch 1870 | loss: 0.0311587 | val_loss: 0.0311808 | Time: 3329.88 ms [2022-04-04 04:36:28 main:581] : INFO : Epoch 1871 | loss: 0.031159 | val_loss: 0.0311827 | Time: 3358.78 ms [2022-04-04 04:36:31 main:581] : INFO : Epoch 1872 | loss: 0.0311572 | val_loss: 0.0311803 | Time: 3267.61 ms [2022-04-04 04:36:35 main:581] : INFO : Epoch 1873 | loss: 0.0311565 | val_loss: 0.0311819 | Time: 3335.2 ms [2022-04-04 04:36:38 main:581] : INFO : Epoch 1874 | loss: 0.0311584 | val_loss: 0.0311822 | Time: 3315.12 ms [2022-04-04 04:36:41 main:581] : INFO : Epoch 1875 | loss: 0.0311593 | val_loss: 0.0311847 | Time: 3358.6 ms [2022-04-04 04:36:45 main:581] : INFO : Epoch 1876 | loss: 0.0311569 | val_loss: 0.0311864 | Time: 3353.09 ms [2022-04-04 04:36:48 main:581] : INFO : Epoch 1877 | loss: 0.0311582 | val_loss: 0.0311838 | Time: 3332.53 ms [2022-04-04 04:36:51 main:581] : INFO : Epoch 1878 | loss: 0.0311588 | val_loss: 0.0311816 | Time: 3386.17 ms [2022-04-04 04:36:55 main:581] : INFO : Epoch 1879 | loss: 0.03116 | val_loss: 0.031183 | Time: 3271.02 ms [2022-04-04 04:36:58 main:581] : INFO : Epoch 1880 | loss: 0.031158 | val_loss: 0.0311833 | Time: 3273.88 ms [2022-04-04 04:37:01 main:581] : INFO : Epoch 1881 | loss: 0.0311571 | val_loss: 0.0311823 | Time: 3328.55 ms [2022-04-04 04:37:05 main:581] : INFO : Epoch 1882 | loss: 0.0311562 | val_loss: 0.031182 | Time: 3324.07 ms [2022-04-04 04:37:08 main:581] : INFO : Epoch 1883 | loss: 0.0311566 | val_loss: 0.0311804 | Time: 3351.02 ms [2022-04-04 04:37:11 main:581] : INFO : Epoch 1884 | loss: 0.0311587 | val_loss: 0.0311841 | Time: 3398.41 ms [2022-04-04 04:37:15 main:581] : INFO : Epoch 1885 | loss: 0.0311595 | val_loss: 0.0311784 | Time: 3369.37 ms [2022-04-04 04:37:18 main:581] : INFO : Epoch 1886 | loss: 0.0311583 | val_loss: 0.0311884 | Time: 3340.51 ms [2022-04-04 04:37:21 main:581] : INFO : Epoch 1887 | loss: 0.0311629 | val_loss: 0.0311792 | Time: 3373.01 ms [2022-04-04 04:37:25 main:581] : INFO : Epoch 1888 | loss: 0.0311649 | val_loss: 0.0311805 | Time: 3350.07 ms [2022-04-04 04:37:28 main:581] : INFO : Epoch 1889 | loss: 0.0311591 | val_loss: 0.0311795 | Time: 3347.14 ms [2022-04-04 04:37:32 main:581] : INFO : Epoch 1890 | loss: 0.0311622 | val_loss: 0.0311821 | Time: 3348.26 ms [2022-04-04 04:37:35 main:581] : INFO : Epoch 1891 | loss: 0.0311605 | val_loss: 0.0311802 | Time: 3368.21 ms [2022-04-04 04:37:38 main:581] : INFO : Epoch 1892 | loss: 0.0311599 | val_loss: 0.0311761 | Time: 3325.82 ms [2022-04-04 04:37:41 main:581] : INFO : Epoch 1893 | loss: 0.0311597 | val_loss: 0.0311786 | Time: 3120.28 ms [2022-04-04 04:37:44 main:581] : INFO : Epoch 1894 | loss: 0.031158 | val_loss: 0.031177 | Time: 3051.65 ms [2022-04-04 04:37:47 main:581] : INFO : Epoch 1895 | loss: 0.0311565 | val_loss: 0.0311826 | Time: 2967.69 ms [2022-04-04 04:37:50 main:581] : INFO : Epoch 1896 | loss: 0.0311566 | val_loss: 0.0311809 | Time: 3014.32 ms [2022-04-04 04:37:53 main:581] : INFO : Epoch 1897 | loss: 0.0311567 | val_loss: 0.0311812 | Time: 3018.21 ms [2022-04-04 04:37:56 main:581] : INFO : Epoch 1898 | loss: 0.0311567 | val_loss: 0.0311793 | Time: 3082.04 ms [2022-04-04 04:37:59 main:581] : INFO : Epoch 1899 | loss: 0.0311554 | val_loss: 0.0311804 | Time: 2961.69 ms [2022-04-04 04:38:03 main:581] : INFO : Epoch 1900 | loss: 0.0311569 | val_loss: 0.0311796 | Time: 3133.49 ms [2022-04-04 04:38:06 main:581] : INFO : Epoch 1901 | loss: 0.0311556 | val_loss: 0.0311824 | Time: 2919.8 ms [2022-04-04 04:38:09 main:581] : INFO : Epoch 1902 | loss: 0.031156 | val_loss: 0.0311798 | Time: 3112.8 ms [2022-04-04 04:38:12 main:581] : INFO : Epoch 1903 | loss: 0.0311554 | val_loss: 0.0311858 | Time: 3051.13 ms [2022-04-04 04:38:15 main:581] : INFO : Epoch 1904 | loss: 0.0311547 | val_loss: 0.0311791 | Time: 2843.49 ms [2022-04-04 04:38:17 main:581] : INFO : Epoch 1905 | loss: 0.0311527 | val_loss: 0.0311832 | Time: 2768.63 ms [2022-04-04 04:38:20 main:581] : INFO : Epoch 1906 | loss: 0.0311531 | val_loss: 0.0311824 | Time: 2776.77 ms [2022-04-04 04:38:23 main:581] : INFO : Epoch 1907 | loss: 0.031156 | val_loss: 0.0311786 | Time: 2612.71 ms [2022-04-04 04:38:25 main:581] : INFO : Epoch 1908 | loss: 0.0311578 | val_loss: 0.0311804 | Time: 2817.11 ms [2022-04-04 04:38:28 main:581] : INFO : Epoch 1909 | loss: 0.0311619 | val_loss: 0.0311877 | Time: 2651.12 ms [2022-04-04 04:38:31 main:581] : INFO : Epoch 1910 | loss: 0.031162 | val_loss: 0.0311836 | Time: 2647.21 ms [2022-04-04 04:38:33 main:581] : INFO : Epoch 1911 | loss: 0.0311583 | val_loss: 0.0311783 | Time: 2481.48 ms [2022-04-04 04:38:36 main:581] : INFO : Epoch 1912 | loss: 0.0311568 | val_loss: 0.0311795 | Time: 2602.79 ms [2022-04-04 04:38:38 main:581] : INFO : Epoch 1913 | loss: 0.0311567 | val_loss: 0.0311797 | Time: 2571.95 ms [2022-04-04 04:38:41 main:581] : INFO : Epoch 1914 | loss: 0.0311583 | val_loss: 0.0311809 | Time: 2767.75 ms [2022-04-04 04:38:44 main:581] : INFO : Epoch 1915 | loss: 0.0311556 | val_loss: 0.0311769 | Time: 2541.11 ms [2022-04-04 04:38:46 main:581] : INFO : Epoch 1916 | loss: 0.0311541 | val_loss: 0.0311769 | Time: 2507.62 ms [2022-04-04 04:38:49 main:581] : INFO : Epoch 1917 | loss: 0.0311541 | val_loss: 0.0311826 | Time: 2541.52 ms [2022-04-04 04:38:52 main:581] : INFO : Epoch 1918 | loss: 0.0311579 | val_loss: 0.0311769 | Time: 2779.81 ms [2022-04-04 04:38:54 main:581] : INFO : Epoch 1919 | loss: 0.0311569 | val_loss: 0.0311813 | Time: 2308.42 ms [2022-04-04 04:38:56 main:581] : INFO : Epoch 1920 | loss: 0.0311563 | val_loss: 0.031178 | Time: 2215.43 ms [2022-04-04 04:38:58 main:581] : INFO : Epoch 1921 | loss: 0.0311589 | val_loss: 0.031177 | Time: 2358.16 ms [2022-04-04 04:39:01 main:581] : INFO : Epoch 1922 | loss: 0.031173 | val_loss: 0.0312072 | Time: 2424.12 ms [2022-04-04 04:39:03 main:581] : INFO : Epoch 1923 | loss: 0.0311726 | val_loss: 0.0311825 | Time: 2051.07 ms [2022-04-04 04:39:05 main:581] : INFO : Epoch 1924 | loss: 0.0311594 | val_loss: 0.0311818 | Time: 2033.59 ms [2022-04-04 04:39:07 main:581] : INFO : Epoch 1925 | loss: 0.0311551 | val_loss: 0.0311806 | Time: 2035.05 ms [2022-04-04 04:39:09 main:581] : INFO : Epoch 1926 | loss: 0.0311595 | val_loss: 0.0311818 | Time: 2030.07 ms [2022-04-04 04:39:11 main:581] : INFO : Epoch 1927 | loss: 0.0311735 | val_loss: 0.0311855 | Time: 2027.66 ms [2022-04-04 04:39:13 main:581] : INFO : Epoch 1928 | loss: 0.0311704 | val_loss: 0.0311842 | Time: 2038.57 ms [2022-04-04 04:39:15 main:581] : INFO : Epoch 1929 | loss: 0.0311679 | val_loss: 0.0311796 | Time: 2247.29 ms [2022-04-04 04:39:17 main:581] : INFO : Epoch 1930 | loss: 0.0311676 | val_loss: 0.0311776 | Time: 2035.15 ms [2022-04-04 04:39:19 main:581] : INFO : Epoch 1931 | loss: 0.0311663 | val_loss: 0.0311784 | Time: 2028.54 ms [2022-04-04 04:39:21 main:581] : INFO : Epoch 1932 | loss: 0.0311673 | val_loss: 0.0311793 | Time: 2023.57 ms [2022-04-04 04:39:23 main:581] : INFO : Epoch 1933 | loss: 0.0311653 | val_loss: 0.0311771 | Time: 2033.77 ms [2022-04-04 04:39:26 main:581] : INFO : Epoch 1934 | loss: 0.0311656 | val_loss: 0.0311777 | Time: 2025.87 ms [2022-04-04 04:39:28 main:581] : INFO : Epoch 1935 | loss: 0.0311647 | val_loss: 0.0311753 | Time: 2022.78 ms [2022-04-04 04:39:30 main:581] : INFO : Epoch 1936 | loss: 0.0311658 | val_loss: 0.0311786 | Time: 2019.23 ms [2022-04-04 04:39:32 main:581] : INFO : Epoch 1937 | loss: 0.0311675 | val_loss: 0.0311792 | Time: 2018.37 ms [2022-04-04 04:39:34 main:581] : INFO : Epoch 1938 | loss: 0.031165 | val_loss: 0.0311801 | Time: 2019.85 ms [2022-04-04 04:39:36 main:581] : INFO : Epoch 1939 | loss: 0.0311647 | val_loss: 0.0311824 | Time: 2010.55 ms [2022-04-04 04:39:38 main:581] : INFO : Epoch 1940 | loss: 0.0311628 | val_loss: 0.0311808 | Time: 2011.32 ms [2022-04-04 04:39:40 main:581] : INFO : Epoch 1941 | loss: 0.031167 | val_loss: 0.0311769 | Time: 2010.6 ms [2022-04-04 04:39:42 main:581] : INFO : Epoch 1942 | loss: 0.0311664 | val_loss: 0.0311838 | Time: 2163.98 ms [2022-04-04 04:39:44 main:581] : INFO : Epoch 1943 | loss: 0.0311671 | val_loss: 0.0311767 | Time: 2003.63 ms [2022-04-04 04:39:46 main:581] : INFO : Epoch 1944 | loss: 0.0311659 | val_loss: 0.0311819 | Time: 1996.45 ms [2022-04-04 04:39:48 main:581] : INFO : Epoch 1945 | loss: 0.0311625 | val_loss: 0.031176 | Time: 1998.84 ms [2022-04-04 04:39:50 main:581] : INFO : Epoch 1946 | loss: 0.0311615 | val_loss: 0.0311768 | Time: 1999.65 ms [2022-04-04 04:39:52 main:581] : INFO : Epoch 1947 | loss: 0.0311612 | val_loss: 0.0311793 | Time: 1978.64 ms [2022-04-04 04:39:54 main:581] : INFO : Epoch 1948 | loss: 0.0311598 | val_loss: 0.0311754 | Time: 1921.28 ms [2022-04-04 04:39:56 main:581] : INFO : Epoch 1949 | loss: 0.0311573 | val_loss: 0.0311772 | Time: 1911.39 ms [2022-04-04 04:39:58 main:581] : INFO : Epoch 1950 | loss: 0.0311577 | val_loss: 0.0311782 | Time: 1938.52 ms [2022-04-04 04:40:00 main:581] : INFO : Epoch 1951 | loss: 0.0311583 | val_loss: 0.0311773 | Time: 1965.45 ms [2022-04-04 04:40:01 main:581] : INFO : Epoch 1952 | loss: 0.0311576 | val_loss: 0.0311811 | Time: 1967.29 ms [2022-04-04 04:40:04 main:581] : INFO : Epoch 1953 | loss: 0.0311604 | val_loss: 0.0311805 | Time: 2063.67 ms [2022-04-04 04:40:06 main:581] : INFO : Epoch 1954 | loss: 0.0311593 | val_loss: 0.031188 | Time: 1964.28 ms [2022-04-04 04:40:07 main:581] : INFO : Epoch 1955 | loss: 0.0311618 | val_loss: 0.03118 | Time: 1961.44 ms [2022-04-04 04:40:09 main:581] : INFO : Epoch 1956 | loss: 0.0311587 | val_loss: 0.0311826 | Time: 1970.47 ms [2022-04-04 04:40:11 main:581] : INFO : Epoch 1957 | loss: 0.0311596 | val_loss: 0.031181 | Time: 1966.96 ms [2022-04-04 04:40:13 main:581] : INFO : Epoch 1958 | loss: 0.0311593 | val_loss: 0.0311795 | Time: 1970.16 ms [2022-04-04 04:40:15 main:581] : INFO : Epoch 1959 | loss: 0.0311571 | val_loss: 0.0311792 | Time: 1916.55 ms [2022-04-04 04:40:17 main:581] : INFO : Epoch 1960 | loss: 0.0311591 | val_loss: 0.0311816 | Time: 1911.92 ms [2022-04-04 04:40:19 main:581] : INFO : Epoch 1961 | loss: 0.031159 | val_loss: 0.0311795 | Time: 1907.88 ms [2022-04-04 04:40:21 main:581] : INFO : Epoch 1962 | loss: 0.0311591 | val_loss: 0.0311789 | Time: 1831.84 ms [2022-04-04 04:40:23 main:581] : INFO : Epoch 1963 | loss: 0.0311617 | val_loss: 0.0311786 | Time: 1748.12 ms [2022-04-04 04:40:24 main:581] : INFO : Epoch 1964 | loss: 0.031163 | val_loss: 0.0311805 | Time: 1753.37 ms [2022-04-04 04:40:26 main:581] : INFO : Epoch 1965 | loss: 0.0311647 | val_loss: 0.031188 | Time: 1699.05 ms [2022-04-04 04:40:28 main:581] : INFO : Epoch 1966 | loss: 0.0311591 | val_loss: 0.0311826 | Time: 1698.81 ms [2022-04-04 04:40:30 main:581] : INFO : Epoch 1967 | loss: 0.031158 | val_loss: 0.0311799 | Time: 1710.08 ms [2022-04-04 04:40:31 main:581] : INFO : Epoch 1968 | loss: 0.0311571 | val_loss: 0.0311801 | Time: 1697.6 ms [2022-04-04 04:40:33 main:581] : INFO : Epoch 1969 | loss: 0.0311586 | val_loss: 0.0311777 | Time: 1704.44 ms [2022-04-04 04:40:35 main:581] : INFO : Epoch 1970 | loss: 0.031157 | val_loss: 0.0311799 | Time: 1726.7 ms [2022-04-04 04:40:36 main:581] : INFO : Epoch 1971 | loss: 0.0311567 | val_loss: 0.0311779 | Time: 1714.8 ms [2022-04-04 04:40:38 main:581] : INFO : Epoch 1972 | loss: 0.0311555 | val_loss: 0.0311801 | Time: 1714.66 ms [2022-04-04 04:40:40 main:581] : INFO : Epoch 1973 | loss: 0.0311552 | val_loss: 0.0311833 | Time: 1699.1 ms [2022-04-04 04:40:42 main:581] : INFO : Epoch 1974 | loss: 0.031158 | val_loss: 0.0311805 | Time: 1696.38 ms [2022-04-04 04:40:43 main:581] : INFO : Epoch 1975 | loss: 0.03116 | val_loss: 0.0311791 | Time: 1704.15 ms [2022-04-04 04:40:45 main:581] : INFO : Epoch 1976 | loss: 0.0311606 | val_loss: 0.0311793 | Time: 1723.74 ms [2022-04-04 04:40:47 main:581] : INFO : Epoch 1977 | loss: 0.0311605 | val_loss: 0.0311778 | Time: 1705.3 ms [2022-04-04 04:40:48 main:581] : INFO : Epoch 1978 | loss: 0.0311628 | val_loss: 0.0311785 | Time: 1693.81 ms [2022-04-04 04:40:50 main:581] : INFO : Epoch 1979 | loss: 0.03116 | val_loss: 0.0311793 | Time: 1694.02 ms [2022-04-04 04:40:52 main:581] : INFO : Epoch 1980 | loss: 0.0311587 | val_loss: 0.0311853 | Time: 1695.94 ms [2022-04-04 04:40:53 main:581] : INFO : Epoch 1981 | loss: 0.0311598 | val_loss: 0.031182 | Time: 1707.13 ms [2022-04-04 04:40:55 main:581] : INFO : Epoch 1982 | loss: 0.0311595 | val_loss: 0.0311796 | Time: 1693.29 ms [2022-04-04 04:40:57 main:581] : INFO : Epoch 1983 | loss: 0.0311608 | val_loss: 0.0311817 | Time: 1695.29 ms [2022-04-04 04:40:59 main:581] : INFO : Epoch 1984 | loss: 0.0311626 | val_loss: 0.0311853 | Time: 1693.9 ms [2022-04-04 04:41:00 main:581] : INFO : Epoch 1985 | loss: 0.0311612 | val_loss: 0.0311803 | Time: 1693.68 ms [2022-04-04 04:41:02 main:581] : INFO : Epoch 1986 | loss: 0.0311615 | val_loss: 0.0311768 | Time: 1743.07 ms [2022-04-04 04:41:05 main:581] : INFO : Epoch 1987 | loss: 0.0311611 | val_loss: 0.0311766 | Time: 2819.15 ms [2022-04-04 04:41:08 main:581] : INFO : Epoch 1988 | loss: 0.0311607 | val_loss: 0.0311777 | Time: 3030.35 ms [2022-04-04 04:41:11 main:581] : INFO : Epoch 1989 | loss: 0.0311601 | val_loss: 0.0311808 | Time: 3026.59 ms [2022-04-04 04:41:14 main:581] : INFO : Epoch 1990 | loss: 0.0311614 | val_loss: 0.0311802 | Time: 2995.62 ms [2022-04-04 04:41:17 main:581] : INFO : Epoch 1991 | loss: 0.0311593 | val_loss: 0.0311805 | Time: 3014.29 ms [2022-04-04 04:41:20 main:581] : INFO : Epoch 1992 | loss: 0.0311607 | val_loss: 0.0311811 | Time: 3022.96 ms [2022-04-04 04:41:23 main:581] : INFO : Epoch 1993 | loss: 0.0311594 | val_loss: 0.0311805 | Time: 3016.87 ms [2022-04-04 04:41:26 main:581] : INFO : Epoch 1994 | loss: 0.031157 | val_loss: 0.0311786 | Time: 3159.55 ms [2022-04-04 04:41:29 main:581] : INFO : Epoch 1995 | loss: 0.0311578 | val_loss: 0.0311774 | Time: 3431.34 ms [2022-04-04 04:41:33 main:581] : INFO : Epoch 1996 | loss: 0.0311593 | val_loss: 0.0311782 | Time: 3360.99 ms [2022-04-04 04:41:36 main:581] : INFO : Epoch 1997 | loss: 0.0311589 | val_loss: 0.0311813 | Time: 3336.95 ms [2022-04-04 04:41:40 main:581] : INFO : Epoch 1998 | loss: 0.0311594 | val_loss: 0.0311789 | Time: 3337.4 ms [2022-04-04 04:41:43 main:581] : INFO : Epoch 1999 | loss: 0.031159 | val_loss: 0.0311786 | Time: 3343.02 ms [2022-04-04 04:41:46 main:581] : INFO : Epoch 2000 | loss: 0.0311591 | val_loss: 0.0311805 | Time: 3260.04 ms [2022-04-04 04:41:49 main:581] : INFO : Epoch 2001 | loss: 0.0311587 | val_loss: 0.0311793 | Time: 3328.42 ms [2022-04-04 04:41:53 main:581] : INFO : Epoch 2002 | loss: 0.0311581 | val_loss: 0.0311807 | Time: 3336.33 ms [2022-04-04 04:41:56 main:581] : INFO : Epoch 2003 | loss: 0.0311586 | val_loss: 0.0311804 | Time: 3339.67 ms [2022-04-04 04:41:59 main:581] : INFO : Epoch 2004 | loss: 0.0311582 | val_loss: 0.0311768 | Time: 3303.41 ms [2022-04-04 04:42:03 main:581] : INFO : Epoch 2005 | loss: 0.0311586 | val_loss: 0.0311798 | Time: 3295.81 ms [2022-04-04 04:42:06 main:581] : INFO : Epoch 2006 | loss: 0.0311596 | val_loss: 0.0311817 | Time: 3310.41 ms [2022-04-04 04:42:09 main:581] : INFO : Epoch 2007 | loss: 0.0311622 | val_loss: 0.0311828 | Time: 3262.12 ms [2022-04-04 04:42:13 main:581] : INFO : Epoch 2008 | loss: 0.0311623 | val_loss: 0.0311847 | Time: 3380.68 ms [2022-04-04 04:42:16 main:581] : INFO : Epoch 2009 | loss: 0.0311578 | val_loss: 0.0311816 | Time: 3294.32 ms [2022-04-04 04:42:19 main:581] : INFO : Epoch 2010 | loss: 0.0311574 | val_loss: 0.0311812 | Time: 3290.35 ms [2022-04-04 04:42:23 main:581] : INFO : Epoch 2011 | loss: 0.0311546 | val_loss: 0.03118 | Time: 3305.11 ms [2022-04-04 04:42:26 main:581] : INFO : Epoch 2012 | loss: 0.0311554 | val_loss: 0.0311782 | Time: 3354.42 ms [2022-04-04 04:42:29 main:581] : INFO : Epoch 2013 | loss: 0.0311632 | val_loss: 0.0311798 | Time: 3399.18 ms [2022-04-04 04:42:33 main:581] : INFO : Epoch 2014 | loss: 0.0311704 | val_loss: 0.0311848 | Time: 3334 ms [2022-04-04 04:42:36 main:581] : INFO : Epoch 2015 | loss: 0.031168 | val_loss: 0.031189 | Time: 3445.96 ms [2022-04-04 04:42:39 main:581] : INFO : Epoch 2016 | loss: 0.0311732 | val_loss: 0.0311881 | Time: 3386.73 ms [2022-04-04 04:42:43 main:581] : INFO : Epoch 2017 | loss: 0.0311779 | val_loss: 0.0311904 | Time: 3343 ms [2022-04-04 04:42:46 main:581] : INFO : Epoch 2018 | loss: 0.0311762 | val_loss: 0.0311895 | Time: 3385.04 ms [2022-04-04 04:42:50 main:581] : INFO : Epoch 2019 | loss: 0.0311771 | val_loss: 0.0311898 | Time: 3369.84 ms [2022-04-04 04:42:53 main:581] : INFO : Epoch 2020 | loss: 0.031175 | val_loss: 0.0311903 | Time: 3369.56 ms [2022-04-04 04:42:56 main:581] : INFO : Epoch 2021 | loss: 0.0311769 | val_loss: 0.0311877 | Time: 3334.04 ms [2022-04-04 04:43:00 main:581] : INFO : Epoch 2022 | loss: 0.0311891 | val_loss: 0.0311924 | Time: 3409.32 ms [2022-04-04 04:43:03 main:581] : INFO : Epoch 2023 | loss: 0.0311839 | val_loss: 0.031187 | Time: 3309 ms [2022-04-04 04:43:06 main:581] : INFO : Epoch 2024 | loss: 0.0311815 | val_loss: 0.0311861 | Time: 3384.45 ms [2022-04-04 04:43:10 main:581] : INFO : Epoch 2025 | loss: 0.0311802 | val_loss: 0.0311832 | Time: 3358.22 ms [2022-04-04 04:43:13 main:581] : INFO : Epoch 2026 | loss: 0.0311804 | val_loss: 0.0311822 | Time: 3354.17 ms [2022-04-04 04:43:16 main:581] : INFO : Epoch 2027 | loss: 0.0311785 | val_loss: 0.0311854 | Time: 3279.23 ms [2022-04-04 04:43:20 main:581] : INFO : Epoch 2028 | loss: 0.0311859 | val_loss: 0.0311947 | Time: 3334.05 ms [2022-04-04 04:43:23 main:581] : INFO : Epoch 2029 | loss: 0.0311832 | val_loss: 0.0312245 | Time: 3357.87 ms [2022-04-04 04:43:26 main:581] : INFO : Epoch 2030 | loss: 0.0311919 | val_loss: 0.0311955 | Time: 3321.67 ms [2022-04-04 04:43:30 main:581] : INFO : Epoch 2031 | loss: 0.0311839 | val_loss: 0.0311849 | Time: 3398.96 ms [2022-04-04 04:43:33 main:581] : INFO : Epoch 2032 | loss: 0.0311758 | val_loss: 0.0311858 | Time: 3328.77 ms [2022-04-04 04:43:36 main:581] : INFO : Epoch 2033 | loss: 0.0311761 | val_loss: 0.0311865 | Time: 3314.53 ms [2022-04-04 04:43:40 main:581] : INFO : Epoch 2034 | loss: 0.0311792 | val_loss: 0.0311826 | Time: 3325.09 ms [2022-04-04 04:43:43 main:581] : INFO : Epoch 2035 | loss: 0.0311757 | val_loss: 0.0311834 | Time: 3320.9 ms [2022-04-04 04:43:46 main:581] : INFO : Epoch 2036 | loss: 0.0311755 | val_loss: 0.0311819 | Time: 3377.27 ms [2022-04-04 04:43:50 main:581] : INFO : Epoch 2037 | loss: 0.0311746 | val_loss: 0.0311841 | Time: 3344.3 ms [2022-04-04 04:43:53 main:581] : INFO : Epoch 2038 | loss: 0.0311759 | val_loss: 0.031181 | Time: 3337.02 ms [2022-04-04 04:43:56 main:581] : INFO : Epoch 2039 | loss: 0.0311775 | val_loss: 0.0311835 | Time: 3323.92 ms [2022-04-04 04:44:00 main:581] : INFO : Epoch 2040 | loss: 0.0311895 | val_loss: 0.0311895 | Time: 3345.85 ms [2022-04-04 04:44:03 main:581] : INFO : Epoch 2041 | loss: 0.0311888 | val_loss: 0.0311895 | Time: 3342.56 ms [2022-04-04 04:44:06 main:581] : INFO : Epoch 2042 | loss: 0.0311886 | val_loss: 0.031193 | Time: 3318.33 ms [2022-04-04 04:44:10 main:581] : INFO : Epoch 2043 | loss: 0.0311871 | val_loss: 0.0311909 | Time: 3322.54 ms [2022-04-04 04:44:13 main:581] : INFO : Epoch 2044 | loss: 0.0311867 | val_loss: 0.0311905 | Time: 3278.43 ms [2022-04-04 04:44:16 main:581] : INFO : Epoch 2045 | loss: 0.0311856 | val_loss: 0.0311926 | Time: 3293.8 ms [2022-04-04 04:44:20 main:581] : INFO : Epoch 2046 | loss: 0.0311855 | val_loss: 0.0311927 | Time: 3327.01 ms [2022-04-04 04:44:23 main:581] : INFO : Epoch 2047 | loss: 0.031189 | val_loss: 0.0312026 | Time: 3321.92 ms [2022-04-04 04:44:26 main:581] : INFO : Epoch 2048 | loss: 0.0311964 | val_loss: 0.0311963 | Time: 3259.96 ms [2022-04-04 04:44:26 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311963 [2022-04-04 04:44:26 main:610] : INFO : Saving end state to config to file [2022-04-04 04:44:26 main:615] : INFO : Success, exiting.. 04:44:26 (1462626): 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)