Task 13520055
| Name | ParityModified-1647042873-23799-1-0_0 |
| Workunit | 10617342 |
| Created | 21 Mar 2022, 23:15:14 UTC |
| Sent | 30 Mar 2022, 5:14:47 UTC |
| Report deadline | 7 Apr 2022, 5:14:47 UTC |
| Received | 31 Mar 2022, 20:56:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12503 |
| Run time | 1 hours 49 min 7 sec |
| CPU time | 1 hours 46 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,746.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.29 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -03-30 10:23:09 main:574] : INFO : Epoch 1542 | loss: 0.0311063 | val_loss: 0.0311956 | Time: 3336.12 ms [2022-03-30 10:23:12 main:574] : INFO : Epoch 1543 | loss: 0.0311384 | val_loss: 0.0312671 | Time: 3119.37 ms [2022-03-30 10:23:15 main:574] : INFO : Epoch 1544 | loss: 0.0374799 | val_loss: 0.0364917 | Time: 3433 ms [2022-03-30 10:23:18 main:574] : INFO : Epoch 1545 | loss: 0.0357091 | val_loss: 0.0328971 | Time: 3019.24 ms [2022-03-30 10:23:22 main:574] : INFO : Epoch 1546 | loss: 0.0318082 | val_loss: 0.0315435 | Time: 3491.35 ms [2022-03-30 10:23:25 main:574] : INFO : Epoch 1547 | loss: 0.0313392 | val_loss: 0.0312927 | Time: 3527.21 ms [2022-03-30 10:23:29 main:574] : INFO : Epoch 1548 | loss: 0.0312672 | val_loss: 0.0312565 | Time: 3254.56 ms [2022-03-30 10:23:32 main:574] : INFO : Epoch 1549 | loss: 0.0312542 | val_loss: 0.031252 | Time: 3392.56 ms [2022-03-30 10:23:36 main:574] : INFO : Epoch 1550 | loss: 0.0312517 | val_loss: 0.0312516 | Time: 3596.01 ms [2022-03-30 10:23:39 main:574] : INFO : Epoch 1551 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 3296.78 ms [2022-03-30 10:23:42 main:574] : INFO : Epoch 1552 | loss: 0.0312514 | val_loss: 0.0312516 | Time: 3210.11 ms [2022-03-30 10:23:46 main:574] : INFO : Epoch 1553 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 3501.24 ms [2022-03-30 10:23:49 main:574] : INFO : Epoch 1554 | loss: 0.0312512 | val_loss: 0.031251 | Time: 3476.46 ms [2022-03-30 10:23:53 main:574] : INFO : Epoch 1555 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 3343.39 ms [2022-03-30 10:23:56 main:574] : INFO : Epoch 1556 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 3351.6 ms [2022-03-30 10:23:59 main:574] : INFO : Epoch 1557 | loss: 0.031251 | val_loss: 0.0312512 | Time: 3363.78 ms [2022-03-30 10:24:03 main:574] : INFO : Epoch 1558 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 3340.78 ms [2022-03-30 10:24:07 main:574] : INFO : Epoch 1559 | loss: 0.0312511 | val_loss: 0.031252 | Time: 4548.26 ms [2022-03-30 10:24:10 main:574] : INFO : Epoch 1560 | loss: 0.0312514 | val_loss: 0.0312507 | Time: 3277.45 ms [2022-03-30 10:24:14 main:574] : INFO : Epoch 1561 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 3178.62 ms [2022-03-30 10:24:17 main:574] : INFO : Epoch 1562 | loss: 0.0312509 | val_loss: 0.031251 | Time: 3508.35 ms [2022-03-30 10:24:20 main:574] : INFO : Epoch 1563 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 3185.92 ms [2022-03-30 10:24:24 main:574] : INFO : Epoch 1564 | loss: 0.0312508 | val_loss: 0.031251 | Time: 3949.35 ms [2022-03-30 10:24:28 main:574] : INFO : Epoch 1565 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 3612.83 ms [2022-03-30 10:24:32 main:574] : INFO : Epoch 1566 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 3662.71 ms [2022-03-30 10:24:36 main:574] : INFO : Epoch 1567 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 4564.82 ms [2022-03-30 10:24:50 main:574] : INFO : Epoch 1568 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 14068 ms [2022-03-30 10:24:54 main:574] : INFO : Epoch 1569 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 3473.19 ms [2022-03-30 10:24:57 main:574] : INFO : Epoch 1570 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 3285.87 ms [2022-03-30 10:25:00 main:574] : INFO : Epoch 1571 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 3423.64 ms [2022-03-30 10:25:05 main:574] : INFO : Epoch 1572 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 4553.09 ms [2022-03-30 10:25:20 main:574] : INFO : Epoch 1573 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 14490 ms [2022-03-30 10:25:23 main:574] : INFO : Epoch 1574 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 3287.16 ms [2022-03-30 10:25:26 main:574] : INFO : Epoch 1575 | loss: 0.03125 | val_loss: 0.0312498 | Time: 3376.45 ms [2022-03-30 10:25:30 main:574] : INFO : Epoch 1576 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 3821.35 ms [2022-03-30 10:25:33 main:574] : INFO : Epoch 1577 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 3351.22 ms [2022-03-30 10:25:36 main:574] : INFO : Epoch 1578 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 3049.31 ms [2022-03-30 10:25:52 main:574] : INFO : Epoch 1579 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 15496.3 ms [2022-03-30 10:25:57 main:574] : INFO : Epoch 1580 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 4572.59 ms [2022-03-30 10:26:02 main:574] : INFO : Epoch 1581 | loss: 0.0312448 | val_loss: 0.0312436 | Time: 5234.4 ms [2022-03-30 10:26:06 main:574] : INFO : Epoch 1582 | loss: 0.0312427 | val_loss: 0.0312412 | Time: 3864.4 ms [2022-03-30 10:26:10 main:574] : INFO : Epoch 1583 | loss: 0.0312401 | val_loss: 0.0312385 | Time: 3811.23 ms [2022-03-30 10:26:13 main:574] : INFO : Epoch 1584 | loss: 0.0312378 | val_loss: 0.0312364 | Time: 3378.95 ms [2022-03-30 10:26:17 main:574] : INFO : Epoch 1585 | loss: 0.031236 | val_loss: 0.0312349 | Time: 3578.78 ms [2022-03-30 10:26:20 main:574] : INFO : Epoch 1586 | loss: 0.0312341 | val_loss: 0.0312329 | Time: 3467.25 ms [2022-03-30 10:26:24 main:574] : INFO : Epoch 1587 | loss: 0.031232 | val_loss: 0.0312301 | Time: 3583.85 ms [2022-03-30 10:26:29 main:574] : INFO : Epoch 1588 | loss: 0.0312292 | val_loss: 0.0312278 | Time: 5201.68 ms [2022-03-30 10:26:42 main:574] : INFO : Epoch 1589 | loss: 0.0312264 | val_loss: 0.0312246 | Time: 13469.5 ms [2022-03-30 10:26:45 main:574] : INFO : Epoch 1590 | loss: 0.0312232 | val_loss: 0.0312219 | Time: 3103.15 ms [2022-03-30 10:26:49 main:574] : INFO : Epoch 1591 | loss: 0.0312209 | val_loss: 0.031218 | Time: 3757.79 ms [2022-03-30 10:26:52 main:574] : INFO : Epoch 1592 | loss: 0.0312175 | val_loss: 0.0312147 | Time: 3290.82 ms [2022-03-30 10:26:56 main:574] : INFO : Epoch 1593 | loss: 0.0312173 | val_loss: 0.0312124 | Time: 3379.21 ms [2022-03-30 10:26:59 main:574] : INFO : Epoch 1594 | loss: 0.0312139 | val_loss: 0.0312114 | Time: 3404.76 ms [2022-03-30 10:27:03 main:574] : INFO : Epoch 1595 | loss: 0.0312126 | val_loss: 0.0312099 | Time: 3426.5 ms [2022-03-30 10:27:06 main:574] : INFO : Epoch 1596 | loss: 0.0312121 | val_loss: 0.0312088 | Time: 3082.68 ms [2022-03-30 10:27:09 main:574] : INFO : Epoch 1597 | loss: 0.0312108 | val_loss: 0.0312076 | Time: 3385.79 ms [2022-03-30 10:27:14 main:574] : INFO : Epoch 1598 | loss: 0.0312097 | val_loss: 0.0312066 | Time: 4423.25 ms [2022-03-30 10:27:17 main:574] : INFO : Epoch 1599 | loss: 0.0312099 | val_loss: 0.031208 | Time: 3463.44 ms [2022-03-30 10:27:31 main:574] : INFO : Epoch 1600 | loss: 0.0312092 | val_loss: 0.0312062 | Time: 13734.2 ms [2022-03-30 10:27:34 main:574] : INFO : Epoch 1601 | loss: 0.0312078 | val_loss: 0.0312066 | Time: 3159.11 ms [2022-03-30 10:27:37 main:574] : INFO : Epoch 1602 | loss: 0.0312074 | val_loss: 0.0312048 | Time: 3177.98 ms [2022-03-30 10:27:41 main:574] : INFO : Epoch 1603 | loss: 0.0312062 | val_loss: 0.0312047 | Time: 3556.97 ms [2022-03-30 10:27:44 main:574] : INFO : Epoch 1604 | loss: 0.0312052 | val_loss: 0.0311997 | Time: 3217.18 ms [2022-03-30 10:27:47 main:574] : INFO : Epoch 1605 | loss: 0.0312035 | val_loss: 0.0311988 | Time: 3146.01 ms [2022-03-30 10:27:51 main:574] : INFO : Epoch 1606 | loss: 0.0312021 | val_loss: 0.0311979 | Time: 3572.58 ms [2022-03-30 10:27:54 main:574] : INFO : Epoch 1607 | loss: 0.0312009 | val_loss: 0.0311976 | Time: 3234.19 ms [2022-03-30 10:27:57 main:574] : INFO : Epoch 1608 | loss: 0.0311996 | val_loss: 0.0311964 | Time: 3384.09 ms [2022-03-30 10:28:01 main:574] : INFO : Epoch 1609 | loss: 0.0311974 | val_loss: 0.031193 | Time: 3286.57 ms [2022-03-30 10:28:04 main:574] : INFO : Epoch 1610 | loss: 0.0311963 | val_loss: 0.0311943 | Time: 3575.88 ms [2022-03-30 10:28:08 main:574] : INFO : Epoch 1611 | loss: 0.0311939 | val_loss: 0.0311904 | Time: 3241.31 ms [2022-03-30 10:28:11 main:574] : INFO : Epoch 1612 | loss: 0.0311926 | val_loss: 0.0311885 | Time: 3170.34 ms [2022-03-30 10:28:14 main:574] : INFO : Epoch 1613 | loss: 0.0311917 | val_loss: 0.0311947 | Time: 3395.04 ms [2022-03-30 10:28:17 main:574] : INFO : Epoch 1614 | loss: 0.0311922 | val_loss: 0.0311872 | Time: 3258.79 ms [2022-03-30 10:28:21 main:574] : INFO : Epoch 1615 | loss: 0.03119 | val_loss: 0.0311866 | Time: 3304.12 ms [2022-03-30 10:28:24 main:574] : INFO : Epoch 1616 | loss: 0.031189 | val_loss: 0.031185 | Time: 3520.39 ms [2022-03-30 10:28:27 main:574] : INFO : Epoch 1617 | loss: 0.0311888 | val_loss: 0.0311842 | Time: 3228.6 ms [2022-03-30 10:28:31 main:574] : INFO : Epoch 1618 | loss: 0.031188 | val_loss: 0.0311843 | Time: 3343.86 ms [2022-03-30 10:28:34 main:574] : INFO : Epoch 1619 | loss: 0.0311883 | val_loss: 0.0311833 | Time: 3432.82 ms [2022-03-30 10:28:38 main:574] : INFO : Epoch 1620 | loss: 0.0311871 | val_loss: 0.0311831 | Time: 3421.26 ms [2022-03-30 10:28:41 main:574] : INFO : Epoch 1621 | loss: 0.0311875 | val_loss: 0.0311826 | Time: 3356.13 ms [2022-03-30 10:28:45 main:574] : INFO : Epoch 1622 | loss: 0.031187 | val_loss: 0.0311822 | Time: 3511.1 ms [2022-03-30 10:28:48 main:574] : INFO : Epoch 1623 | loss: 0.0311858 | val_loss: 0.0311827 | Time: 3399.64 ms [2022-03-30 10:28:51 main:574] : INFO : Epoch 1624 | loss: 0.0311884 | val_loss: 0.0311829 | Time: 3516.86 ms [2022-03-30 10:28:55 main:574] : INFO : Epoch 1625 | loss: 0.0311854 | val_loss: 0.0311809 | Time: 3523.75 ms [2022-03-30 10:28:59 main:574] : INFO : Epoch 1626 | loss: 0.0311866 | val_loss: 0.0311814 | Time: 3502.96 ms [2022-03-30 10:29:02 main:574] : INFO : Epoch 1627 | loss: 0.0311858 | val_loss: 0.0311809 | Time: 3164.21 ms [2022-03-30 10:29:05 main:574] : INFO : Epoch 1628 | loss: 0.0311849 | val_loss: 0.0311797 | Time: 3390.89 ms [2022-03-30 10:29:09 main:574] : INFO : Epoch 1629 | loss: 0.031185 | val_loss: 0.0311924 | Time: 3701.58 ms [2022-03-30 10:29:12 main:574] : INFO : Epoch 1630 | loss: 0.0311858 | val_loss: 0.0311797 | Time: 3652.67 ms [2022-03-30 10:29:16 main:574] : INFO : Epoch 1631 | loss: 0.0311848 | val_loss: 0.0311848 | Time: 3384.94 ms [2022-03-30 10:29:20 main:574] : INFO : Epoch 1632 | loss: 0.0311845 | val_loss: 0.0311776 | Time: 3761.09 ms [2022-03-30 10:29:23 main:574] : INFO : Epoch 1633 | loss: 0.0311831 | val_loss: 0.0311782 | Time: 3096.9 ms [2022-03-30 10:29:26 main:574] : INFO : Epoch 1634 | loss: 0.0311834 | val_loss: 0.0311809 | Time: 3322.36 ms [2022-03-30 10:29:30 main:574] : INFO : Epoch 1635 | loss: 0.0311838 | val_loss: 0.0311788 | Time: 4067.21 ms [2022-03-30 10:29:34 main:574] : INFO : Epoch 1636 | loss: 0.0311815 | val_loss: 0.0311762 | Time: 3492.43 ms [2022-03-30 10:29:37 main:574] : INFO : Epoch 1637 | loss: 0.0311809 | val_loss: 0.0311752 | Time: 3418.27 ms [2022-03-30 10:29:41 main:574] : INFO : Epoch 1638 | loss: 0.0311812 | val_loss: 0.0311755 | Time: 3602.23 ms [2022-03-30 10:29:44 main:574] : INFO : Epoch 1639 | loss: 0.0311797 | val_loss: 0.0311747 | Time: 3180.11 ms [2022-03-30 10:29:47 main:574] : INFO : Epoch 1640 | loss: 0.0311794 | val_loss: 0.0311741 | Time: 3153.54 ms [2022-03-30 10:29:51 main:574] : INFO : Epoch 1641 | loss: 0.0311792 | val_loss: 0.0311815 | Time: 3620.45 ms [2022-03-30 10:29:54 main:574] : INFO : Epoch 1642 | loss: 0.0311826 | val_loss: 0.031179 | Time: 3321.57 ms [2022-03-30 10:29:57 main:574] : INFO : Epoch 1643 | loss: 0.0311808 | val_loss: 0.0311835 | Time: 3425.6 ms [2022-03-30 10:30:02 main:574] : INFO : Epoch 1644 | loss: 0.0311845 | val_loss: 0.031178 | Time: 4056.31 ms [2022-03-30 10:30:06 main:574] : INFO : Epoch 1645 | loss: 0.0311798 | val_loss: 0.0311768 | Time: 4060.49 ms [2022-03-30 10:30:09 main:574] : INFO : Epoch 1646 | loss: 0.0311777 | val_loss: 0.0311728 | Time: 3671.41 ms [2022-03-30 10:30:13 main:574] : INFO : Epoch 1647 | loss: 0.0311782 | val_loss: 0.0311779 | Time: 3657.48 ms [2022-03-30 10:30:16 main:574] : INFO : Epoch 1648 | loss: 0.0311774 | val_loss: 0.0311736 | Time: 3284.73 ms [2022-03-30 10:30:19 main:574] : INFO : Epoch 1649 | loss: 0.0311765 | val_loss: 0.031173 | Time: 3140.5 ms [2022-03-30 10:30:23 main:574] : INFO : Epoch 1650 | loss: 0.0311759 | val_loss: 0.0311729 | Time: 3630.01 ms [2022-03-30 10:30:26 main:574] : INFO : Epoch 1651 | loss: 0.0311754 | val_loss: 0.0311723 | Time: 3369.53 ms [2022-03-30 10:30:30 main:574] : INFO : Epoch 1652 | loss: 0.0311782 | val_loss: 0.0311719 | Time: 3929.36 ms [2022-03-30 10:30:34 main:574] : INFO : Epoch 1653 | loss: 0.0311757 | val_loss: 0.031172 | Time: 3717.58 ms [2022-03-30 10:30:38 main:574] : INFO : Epoch 1654 | loss: 0.0311753 | val_loss: 0.0311735 | Time: 3583.27 ms [2022-03-30 10:30:41 main:574] : INFO : Epoch 1655 | loss: 0.0311778 | val_loss: 0.0311732 | Time: 3483.03 ms [2022-03-30 10:30:45 main:574] : INFO : Epoch 1656 | loss: 0.0311858 | val_loss: 0.0311726 | Time: 3583.28 ms [2022-03-30 10:30:48 main:574] : INFO : Epoch 1657 | loss: 0.0311787 | val_loss: 0.0311722 | Time: 3340.98 ms [2022-03-30 10:30:52 main:574] : INFO : Epoch 1658 | loss: 0.0311758 | val_loss: 0.0311739 | Time: 3532.75 ms [2022-03-30 10:30:55 main:574] : INFO : Epoch 1659 | loss: 0.031177 | val_loss: 0.0311755 | Time: 3580.97 ms [2022-03-30 10:30:59 main:574] : INFO : Epoch 1660 | loss: 0.0311777 | val_loss: 0.0311797 | Time: 3472.47 ms [2022-03-30 10:31:02 main:574] : INFO : Epoch 1661 | loss: 0.0311787 | val_loss: 0.0311728 | Time: 3729.43 ms [2022-03-30 10:31:06 main:574] : INFO : Epoch 1662 | loss: 0.0311771 | val_loss: 0.0311725 | Time: 3707.06 ms [2022-03-30 10:31:10 main:574] : INFO : Epoch 1663 | loss: 0.0311746 | val_loss: 0.0311711 | Time: 3630.55 ms [2022-03-30 10:31:13 main:574] : INFO : Epoch 1664 | loss: 0.031176 | val_loss: 0.0311744 | Time: 3705.04 ms [2022-03-30 10:31:17 main:574] : INFO : Epoch 1665 | loss: 0.0311757 | val_loss: 0.031175 | Time: 3827.15 ms [2022-03-30 10:31:21 main:574] : INFO : Epoch 1666 | loss: 0.0311749 | val_loss: 0.0311749 | Time: 3772.84 ms [2022-03-30 10:31:25 main:574] : INFO : Epoch 1667 | loss: 0.0311764 | val_loss: 0.0311749 | Time: 3627.13 ms [2022-03-30 10:31:30 main:574] : INFO : Epoch 1668 | loss: 0.0311748 | val_loss: 0.0311711 | Time: 5656.53 ms [2022-03-30 10:32:17 main:574] : INFO : Epoch 1669 | loss: 0.0311736 | val_loss: 0.0311728 | Time: 43202.1 ms [2022-03-30 10:32:21 main:574] : INFO : Epoch 1670 | loss: 0.0311772 | val_loss: 0.0311718 | Time: 4009.96 ms [2022-03-30 10:32:25 main:574] : INFO : Epoch 1671 | loss: 0.0311778 | val_loss: 0.031173 | Time: 3722.75 ms [2022-03-30 10:32:28 main:574] : INFO : Epoch 1672 | loss: 0.0311743 | val_loss: 0.0311713 | Time: 3333.21 ms [2022-03-30 10:32:32 main:574] : INFO : Epoch 1673 | loss: 0.0311745 | val_loss: 0.0311714 | Time: 3912.13 ms [2022-03-30 10:32:35 main:574] : INFO : Epoch 1674 | loss: 0.0311735 | val_loss: 0.0311713 | Time: 3377.79 ms [2022-03-30 10:32:38 main:574] : INFO : Epoch 1675 | loss: 0.0311738 | val_loss: 0.0311732 | Time: 3006.95 ms [2022-03-30 10:32:42 main:574] : INFO : Epoch 1676 | loss: 0.0311733 | val_loss: 0.0311701 | Time: 3339.98 ms [2022-03-30 10:32:45 main:574] : INFO : Epoch 1677 | loss: 0.0311735 | val_loss: 0.0311713 | Time: 3115.73 ms [2022-03-30 10:32:48 main:574] : INFO : Epoch 1678 | loss: 0.031174 | val_loss: 0.0311772 | Time: 3299.07 ms [2022-03-30 10:32:53 main:574] : INFO : Epoch 1679 | loss: 0.0311738 | val_loss: 0.0311703 | Time: 4707.05 ms [2022-03-30 10:33:07 main:574] : INFO : Epoch 1680 | loss: 0.0311725 | val_loss: 0.0311711 | Time: 13927.6 ms [2022-03-30 10:33:10 main:574] : INFO : Epoch 1681 | loss: 0.0311724 | val_loss: 0.0311708 | Time: 3236.98 ms [2022-03-30 10:33:13 main:574] : INFO : Epoch 1682 | loss: 0.0311728 | val_loss: 0.0311716 | Time: 2960.41 ms [2022-03-30 10:33:16 main:574] : INFO : Epoch 1683 | loss: 0.0311748 | val_loss: 0.0311702 | Time: 3237.37 ms [2022-03-30 10:33:21 main:574] : INFO : Epoch 1684 | loss: 0.0311752 | val_loss: 0.0311753 | Time: 4606.94 ms [2022-03-30 10:33:35 main:574] : INFO : Epoch 1685 | loss: 0.0311736 | val_loss: 0.0311729 | Time: 14239 ms [2022-03-30 10:33:38 main:574] : INFO : Epoch 1686 | loss: 0.0311756 | val_loss: 0.0311704 | Time: 3152.17 ms [2022-03-30 10:33:42 main:574] : INFO : Epoch 1687 | loss: 0.0311736 | val_loss: 0.0311764 | Time: 3610.57 ms [2022-03-30 10:33:45 main:574] : INFO : Epoch 1688 | loss: 0.0311727 | val_loss: 0.03117 | Time: 3421.25 ms [2022-03-30 10:33:48 main:574] : INFO : Epoch 1689 | loss: 0.0311717 | val_loss: 0.0311725 | Time: 3303.22 ms [2022-03-30 10:33:52 main:574] : INFO : Epoch 1690 | loss: 0.0311725 | val_loss: 0.0311744 | Time: 3470.33 ms [2022-03-30 10:33:55 main:574] : INFO : Epoch 1691 | loss: 0.0311715 | val_loss: 0.0311721 | Time: 3117.71 ms [2022-03-30 10:33:58 main:574] : INFO : Epoch 1692 | loss: 0.0311725 | val_loss: 0.0311706 | Time: 3157.71 ms [2022-03-30 10:34:02 main:574] : INFO : Epoch 1693 | loss: 0.0311734 | val_loss: 0.03119 | Time: 3543.39 ms [2022-03-30 10:34:05 main:574] : INFO : Epoch 1694 | loss: 0.0311765 | val_loss: 0.0311705 | Time: 3343.47 ms [2022-03-30 10:34:09 main:574] : INFO : Epoch 1695 | loss: 0.0311711 | val_loss: 0.0311705 | Time: 3432.04 ms [2022-03-30 10:34:12 main:574] : INFO : Epoch 1696 | loss: 0.0311701 | val_loss: 0.031172 | Time: 3344.91 ms [2022-03-30 10:34:15 main:574] : INFO : Epoch 1697 | loss: 0.0311715 | val_loss: 0.0311738 | Time: 3156.2 ms [2022-03-30 10:34:18 main:574] : INFO : Epoch 1698 | loss: 0.0311713 | val_loss: 0.0311705 | Time: 3280.77 ms [2022-03-30 10:34:22 main:574] : INFO : Epoch 1699 | loss: 0.0311719 | val_loss: 0.0311698 | Time: 3289.92 ms [2022-03-30 10:34:25 main:574] : INFO : Epoch 1700 | loss: 0.0311757 | val_loss: 0.0311813 | Time: 3524.01 ms [2022-03-30 10:34:29 main:574] : INFO : Epoch 1701 | loss: 0.0311727 | val_loss: 0.0311696 | Time: 3373.02 ms [2022-03-30 10:34:32 main:574] : INFO : Epoch 1702 | loss: 0.0311699 | val_loss: 0.0311722 | Time: 3247.23 ms [2022-03-30 10:34:35 main:574] : INFO : Epoch 1703 | loss: 0.031171 | val_loss: 0.0311748 | Time: 3473.4 ms [2022-03-30 10:34:39 main:574] : INFO : Epoch 1704 | loss: 0.0311697 | val_loss: 0.0311723 | Time: 3135.78 ms [2022-03-30 10:34:42 main:574] : INFO : Epoch 1705 | loss: 0.031172 | val_loss: 0.0311703 | Time: 3287.37 ms [2022-03-30 10:34:45 main:574] : INFO : Epoch 1706 | loss: 0.0311704 | val_loss: 0.031173 | Time: 3612.41 ms [2022-03-30 10:34:49 main:574] : INFO : Epoch 1707 | loss: 0.0311714 | val_loss: 0.0311786 | Time: 3141.93 ms [2022-03-30 10:34:52 main:574] : INFO : Epoch 1708 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 3294.54 ms [2022-03-30 10:34:55 main:574] : INFO : Epoch 1709 | loss: 0.0311742 | val_loss: 0.0311697 | Time: 3443.21 ms [2022-03-30 10:34:59 main:574] : INFO : Epoch 1710 | loss: 0.0311679 | val_loss: 0.031171 | Time: 3216.47 ms [2022-03-30 10:35:02 main:574] : INFO : Epoch 1711 | loss: 0.0311723 | val_loss: 0.0311703 | Time: 3602.51 ms [2022-03-30 10:35:06 main:574] : INFO : Epoch 1712 | loss: 0.0311695 | val_loss: 0.0311779 | Time: 4028.67 ms [2022-03-30 10:35:10 main:574] : INFO : Epoch 1713 | loss: 0.0311714 | val_loss: 0.0311827 | Time: 3836.86 ms [2022-03-30 10:35:14 main:574] : INFO : Epoch 1714 | loss: 0.0311702 | val_loss: 0.0311709 | Time: 3628.27 ms [2022-03-30 10:35:17 main:574] : INFO : Epoch 1715 | loss: 0.0311675 | val_loss: 0.031173 | Time: 3524.09 ms [2022-03-30 10:35:21 main:574] : INFO : Epoch 1716 | loss: 0.0311702 | val_loss: 0.031173 | Time: 3458.75 ms [2022-03-30 10:35:25 main:574] : INFO : Epoch 1717 | loss: 0.0311686 | val_loss: 0.0311709 | Time: 3797.34 ms [2022-03-30 10:35:28 main:574] : INFO : Epoch 1718 | loss: 0.0311674 | val_loss: 0.0311706 | Time: 3833.6 ms [2022-03-30 10:35:32 main:574] : INFO : Epoch 1719 | loss: 0.0311691 | val_loss: 0.0311724 | Time: 3278.64 ms [2022-03-30 10:35:35 main:574] : INFO : Epoch 1720 | loss: 0.0311683 | val_loss: 0.031173 | Time: 3357.7 ms [2022-03-30 10:35:39 main:574] : INFO : Epoch 1721 | loss: 0.0311683 | val_loss: 0.0311724 | Time: 3604.61 ms [2022-03-30 10:35:42 main:574] : INFO : Epoch 1722 | loss: 0.0311677 | val_loss: 0.0311695 | Time: 3664.22 ms [2022-03-30 10:35:46 main:574] : INFO : Epoch 1723 | loss: 0.0311664 | val_loss: 0.0311717 | Time: 3700.46 ms [2022-03-30 10:35:50 main:574] : INFO : Epoch 1724 | loss: 0.0311689 | val_loss: 0.0311781 | Time: 3728.73 ms [2022-03-30 10:35:53 main:574] : INFO : Epoch 1725 | loss: 0.0311686 | val_loss: 0.0311736 | Time: 3512.98 ms [2022-03-30 10:35:57 main:574] : INFO : Epoch 1726 | loss: 0.0311682 | val_loss: 0.0311699 | Time: 3312.01 ms [2022-03-30 10:36:00 main:574] : INFO : Epoch 1727 | loss: 0.0311673 | val_loss: 0.0311756 | Time: 2995.66 ms [2022-03-30 10:36:03 main:574] : INFO : Epoch 1728 | loss: 0.0311674 | val_loss: 0.031167 | Time: 3160.27 ms [2022-03-30 10:36:06 main:574] : INFO : Epoch 1729 | loss: 0.0311647 | val_loss: 0.0311692 | Time: 3527.48 ms [2022-03-30 10:36:10 main:574] : INFO : Epoch 1730 | loss: 0.0311647 | val_loss: 0.0311713 | Time: 3232.7 ms [2022-03-30 10:36:12 main:574] : INFO : Epoch 1731 | loss: 0.031164 | val_loss: 0.0311649 | Time: 2996.16 ms [2022-03-30 10:36:16 main:574] : INFO : Epoch 1732 | loss: 0.0311636 | val_loss: 0.0311688 | Time: 3160.72 ms [2022-03-30 10:36:19 main:574] : INFO : Epoch 1733 | loss: 0.0311652 | val_loss: 0.0311639 | Time: 3195.4 ms [2022-03-30 10:36:22 main:574] : INFO : Epoch 1734 | loss: 0.0311611 | val_loss: 0.0311651 | Time: 3312.53 ms [2022-03-30 10:36:26 main:574] : INFO : Epoch 1735 | loss: 0.0311607 | val_loss: 0.031166 | Time: 3428.75 ms [2022-03-30 10:36:29 main:574] : INFO : Epoch 1736 | loss: 0.0311603 | val_loss: 0.0311642 | Time: 3228.68 ms [2022-03-30 10:36:32 main:574] : INFO : Epoch 1737 | loss: 0.0311614 | val_loss: 0.031173 | Time: 3578.16 ms [2022-03-30 10:36:36 main:574] : INFO : Epoch 1738 | loss: 0.0311643 | val_loss: 0.0311726 | Time: 3525.98 ms [2022-03-30 10:36:39 main:574] : INFO : Epoch 1739 | loss: 0.0311629 | val_loss: 0.0311743 | Time: 3050.96 ms [2022-03-30 10:36:42 main:574] : INFO : Epoch 1740 | loss: 0.0311618 | val_loss: 0.0311657 | Time: 3380.84 ms [2022-03-30 10:36:46 main:574] : INFO : Epoch 1741 | loss: 0.0311609 | val_loss: 0.0311652 | Time: 3503.47 ms [2022-03-30 10:36:49 main:574] : INFO : Epoch 1742 | loss: 0.0311621 | val_loss: 0.0311706 | Time: 3137.77 ms [2022-03-30 10:36:52 main:574] : INFO : Epoch 1743 | loss: 0.0311597 | val_loss: 0.0311654 | Time: 3111.07 ms [2022-03-30 10:36:56 main:574] : INFO : Epoch 1744 | loss: 0.0311595 | val_loss: 0.0311677 | Time: 3385.83 ms [2022-03-30 10:36:59 main:574] : INFO : Epoch 1745 | loss: 0.0311604 | val_loss: 0.0311653 | Time: 3288.06 ms [2022-03-30 10:37:03 main:574] : INFO : Epoch 1746 | loss: 0.0311585 | val_loss: 0.0311682 | Time: 3678.03 ms [2022-03-30 10:37:06 main:574] : INFO : Epoch 1747 | loss: 0.0311613 | val_loss: 0.0311675 | Time: 3518.6 ms [2022-03-30 10:37:10 main:574] : INFO : Epoch 1748 | loss: 0.031159 | val_loss: 0.0311655 | Time: 3455.32 ms [2022-03-30 10:37:13 main:574] : INFO : Epoch 1749 | loss: 0.0311638 | val_loss: 0.031171 | Time: 3386.37 ms [2022-03-30 10:37:16 main:574] : INFO : Epoch 1750 | loss: 0.0311654 | val_loss: 0.0311755 | Time: 3153.13 ms [2022-03-30 10:37:20 main:574] : INFO : Epoch 1751 | loss: 0.0311692 | val_loss: 0.0311804 | Time: 3313.39 ms [2022-03-30 10:37:23 main:574] : INFO : Epoch 1752 | loss: 0.0311627 | val_loss: 0.0311679 | Time: 3623.4 ms [2022-03-30 10:37:27 main:574] : INFO : Epoch 1753 | loss: 0.0311585 | val_loss: 0.0311678 | Time: 3400.58 ms [2022-03-30 10:37:30 main:574] : INFO : Epoch 1754 | loss: 0.031162 | val_loss: 0.0311673 | Time: 3603.7 ms [2022-03-30 10:37:34 main:574] : INFO : Epoch 1755 | loss: 0.0311588 | val_loss: 0.0311667 | Time: 3677.9 ms [2022-03-30 10:37:48 main:574] : INFO : Epoch 1756 | loss: 0.0311646 | val_loss: 0.0311674 | Time: 13760 ms [2022-03-30 10:37:52 main:574] : INFO : Epoch 1757 | loss: 0.0311612 | val_loss: 0.0311768 | Time: 4817.84 ms [2022-03-30 10:37:57 main:574] : INFO : Epoch 1758 | loss: 0.0311603 | val_loss: 0.0311665 | Time: 4411.24 ms [2022-03-30 10:38:01 main:574] : INFO : Epoch 1759 | loss: 0.0311574 | val_loss: 0.0311656 | Time: 3932.07 ms [2022-03-30 10:38:05 main:574] : INFO : Epoch 1760 | loss: 0.0311577 | val_loss: 0.031167 | Time: 3887.21 ms [2022-03-30 10:38:08 main:574] : INFO : Epoch 1761 | loss: 0.0311572 | val_loss: 0.0311656 | Time: 3388.69 ms [2022-03-30 10:38:13 main:574] : INFO : Epoch 1762 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 5330.2 ms [2022-03-30 10:38:17 main:574] : INFO : Epoch 1763 | loss: 0.0311604 | val_loss: 0.0311671 | Time: 3297.14 ms [2022-03-30 10:38:20 main:574] : INFO : Epoch 1764 | loss: 0.0311614 | val_loss: 0.0311847 | Time: 3328.84 ms [2022-03-30 10:38:23 main:574] : INFO : Epoch 1765 | loss: 0.0311703 | val_loss: 0.0311752 | Time: 3066.88 ms [2022-03-30 10:38:26 main:574] : INFO : Epoch 1766 | loss: 0.0311649 | val_loss: 0.0311682 | Time: 3223.58 ms [2022-03-30 10:38:30 main:574] : INFO : Epoch 1767 | loss: 0.0311588 | val_loss: 0.0311683 | Time: 3651.32 ms [2022-03-30 10:38:33 main:574] : INFO : Epoch 1768 | loss: 0.0311579 | val_loss: 0.0311665 | Time: 3314.02 ms [2022-03-30 10:38:37 main:574] : INFO : Epoch 1769 | loss: 0.0311584 | val_loss: 0.0311758 | Time: 3467.61 ms [2022-03-30 10:38:41 main:574] : INFO : Epoch 1770 | loss: 0.0311589 | val_loss: 0.0311721 | Time: 3780.22 ms [2022-03-30 10:38:44 main:574] : INFO : Epoch 1771 | loss: 0.0311594 | val_loss: 0.0311684 | Time: 3404.93 ms [2022-03-30 10:38:47 main:574] : INFO : Epoch 1772 | loss: 0.0311554 | val_loss: 0.0311672 | Time: 3246.95 ms [2022-03-30 10:38:51 main:574] : INFO : Epoch 1773 | loss: 0.0311584 | val_loss: 0.0311779 | Time: 3382.24 ms [2022-03-30 10:38:54 main:574] : INFO : Epoch 1774 | loss: 0.0311588 | val_loss: 0.0311656 | Time: 3681.3 ms [2022-03-30 10:38:58 main:574] : INFO : Epoch 1775 | loss: 0.0311559 | val_loss: 0.0311648 | Time: 3605.14 ms [2022-03-30 10:39:02 main:574] : INFO : Epoch 1776 | loss: 0.0311536 | val_loss: 0.0311682 | Time: 3658.62 ms [2022-03-30 10:39:05 main:574] : INFO : Epoch 1777 | loss: 0.0311568 | val_loss: 0.0311677 | Time: 3416.77 ms [2022-03-30 10:39:09 main:574] : INFO : Epoch 1778 | loss: 0.03116 | val_loss: 0.0312034 | Time: 3556.23 ms [2022-03-30 10:39:12 main:574] : INFO : Epoch 1779 | loss: 0.0311713 | val_loss: 0.0311643 | Time: 3682.11 ms [2022-03-30 10:39:16 main:574] : INFO : Epoch 1780 | loss: 0.0311574 | val_loss: 0.0311638 | Time: 3299.32 ms [2022-03-30 10:39:19 main:574] : INFO : Epoch 1781 | loss: 0.031154 | val_loss: 0.0311636 | Time: 3764.39 ms [2022-03-30 10:39:24 main:574] : INFO : Epoch 1782 | loss: 0.0311526 | val_loss: 0.0311664 | Time: 4287.82 ms [2022-03-30 10:39:28 main:574] : INFO : Epoch 1783 | loss: 0.0311537 | val_loss: 0.0311739 | Time: 4290.04 ms [2022-03-30 10:39:33 main:574] : INFO : Epoch 1784 | loss: 0.0311564 | val_loss: 0.0311722 | Time: 4587.85 ms [2022-03-30 10:39:37 main:574] : INFO : Epoch 1785 | loss: 0.0311542 | val_loss: 0.0311716 | Time: 4219.15 ms [2022-03-30 10:39:51 main:574] : INFO : Epoch 1786 | loss: 0.0311541 | val_loss: 0.0311666 | Time: 13768.3 ms [2022-03-30 10:39:54 main:574] : INFO : Epoch 1787 | loss: 0.0311562 | val_loss: 0.0311676 | Time: 3169.23 ms [2022-03-30 10:39:57 main:574] : INFO : Epoch 1788 | loss: 0.0311554 | val_loss: 0.0311647 | Time: 3213.09 ms [2022-03-30 10:40:00 main:574] : INFO : Epoch 1789 | loss: 0.0311573 | val_loss: 0.0311644 | Time: 3095.11 ms [2022-03-30 10:40:04 main:574] : INFO : Epoch 1790 | loss: 0.0311536 | val_loss: 0.031163 | Time: 3906.8 ms [2022-03-30 10:40:08 main:574] : INFO : Epoch 1791 | loss: 0.0311533 | val_loss: 0.0311792 | Time: 4267.13 ms [2022-03-30 10:40:12 main:574] : INFO : Epoch 1792 | loss: 0.031155 | val_loss: 0.0311623 | Time: 3560.4 ms [2022-03-30 10:40:15 main:574] : INFO : Epoch 1793 | loss: 0.0311552 | val_loss: 0.0311654 | Time: 3519 ms [2022-03-30 10:40:19 main:574] : INFO : Epoch 1794 | loss: 0.0311575 | val_loss: 0.031165 | Time: 3866.16 ms [2022-03-30 10:40:23 main:574] : INFO : Epoch 1795 | loss: 0.0311533 | val_loss: 0.0311634 | Time: 3550.85 ms [2022-03-30 10:40:27 main:574] : INFO : Epoch 1796 | loss: 0.0311515 | val_loss: 0.0311634 | Time: 3685.34 ms [2022-03-30 10:40:31 main:574] : INFO : Epoch 1797 | loss: 0.0311516 | val_loss: 0.0311688 | Time: 3897.4 ms [2022-03-30 10:40:34 main:574] : INFO : Epoch 1798 | loss: 0.0311538 | val_loss: 0.0311736 | Time: 3088.8 ms [2022-03-30 10:40:37 main:574] : INFO : Epoch 1799 | loss: 0.0311528 | val_loss: 0.0311669 | Time: 3632.34 ms [2022-03-30 10:40:41 main:574] : INFO : Epoch 1800 | loss: 0.0311549 | val_loss: 0.0311685 | Time: 3380.43 ms [2022-03-30 10:40:44 main:574] : INFO : Epoch 1801 | loss: 0.0311556 | val_loss: 0.0311741 | Time: 3333.54 ms [2022-03-30 10:40:48 main:574] : INFO : Epoch 1802 | loss: 0.031158 | val_loss: 0.0311638 | Time: 3914.99 ms [2022-03-30 10:40:51 main:574] : INFO : Epoch 1803 | loss: 0.0311528 | val_loss: 0.0311692 | Time: 3402.16 ms [2022-03-30 10:40:55 main:574] : INFO : Epoch 1804 | loss: 0.0311515 | val_loss: 0.0311699 | Time: 3566.93 ms [2022-03-30 10:40:59 main:574] : INFO : Epoch 1805 | loss: 0.0311555 | val_loss: 0.0311687 | Time: 3910.39 ms [2022-03-30 10:41:03 main:574] : INFO : Epoch 1806 | loss: 0.0311544 | val_loss: 0.0311654 | Time: 3679.87 ms [2022-03-30 10:41:06 main:574] : INFO : Epoch 1807 | loss: 0.0311499 | val_loss: 0.0311675 | Time: 3432.42 ms [2022-03-30 10:41:10 main:574] : INFO : Epoch 1808 | loss: 0.0311497 | val_loss: 0.031167 | Time: 3684.99 ms [2022-03-30 10:41:13 main:574] : INFO : Epoch 1809 | loss: 0.0311501 | val_loss: 0.0311681 | Time: 3561.38 ms [2022-03-30 10:41:17 main:574] : INFO : Epoch 1810 | loss: 0.0311499 | val_loss: 0.0311717 | Time: 3379.22 ms [2022-03-30 10:41:21 main:574] : INFO : Epoch 1811 | loss: 0.0311521 | val_loss: 0.0311645 | Time: 3930.81 ms [2022-03-30 10:41:24 main:574] : INFO : Epoch 1812 | loss: 0.0311477 | val_loss: 0.0311638 | Time: 3637.81 ms [2022-03-30 10:41:28 main:574] : INFO : Epoch 1813 | loss: 0.0311495 | val_loss: 0.0311659 | Time: 3828.94 ms [2022-03-30 10:41:32 main:574] : INFO : Epoch 1814 | loss: 0.0311475 | val_loss: 0.0311672 | Time: 4014.11 ms [2022-03-30 10:41:36 main:574] : INFO : Epoch 1815 | loss: 0.0311498 | val_loss: 0.031167 | Time: 3774.47 ms [2022-03-30 10:41:40 main:574] : INFO : Epoch 1816 | loss: 0.031149 | val_loss: 0.0311646 | Time: 3812.06 ms [2022-03-30 10:41:44 main:574] : INFO : Epoch 1817 | loss: 0.0311498 | val_loss: 0.0311674 | Time: 3908.96 ms [2022-03-30 10:41:47 main:574] : INFO : Epoch 1818 | loss: 0.0311495 | val_loss: 0.0311664 | Time: 3888.78 ms [2022-03-30 10:41:52 main:574] : INFO : Epoch 1819 | loss: 0.031151 | val_loss: 0.0311631 | Time: 4209.06 ms [2022-03-30 10:41:56 main:574] : INFO : Epoch 1820 | loss: 0.0311468 | val_loss: 0.0311702 | Time: 3976.42 ms [2022-03-30 10:42:00 main:574] : INFO : Epoch 1821 | loss: 0.0311485 | val_loss: 0.0311677 | Time: 4060.6 ms [2022-03-30 10:42:04 main:574] : INFO : Epoch 1822 | loss: 0.031153 | val_loss: 0.031169 | Time: 4011.34 ms [2022-03-30 10:42:08 main:574] : INFO : Epoch 1823 | loss: 0.0311497 | val_loss: 0.0311675 | Time: 3893.2 ms [2022-03-30 10:42:12 main:574] : INFO : Epoch 1824 | loss: 0.0311459 | val_loss: 0.0311679 | Time: 3995.52 ms [2022-03-30 10:42:16 main:574] : INFO : Epoch 1825 | loss: 0.0311468 | val_loss: 0.031164 | Time: 4059.55 ms [2022-03-30 10:42:20 main:574] : INFO : Epoch 1826 | loss: 0.0311464 | val_loss: 0.0311657 | Time: 3968.84 ms [2022-03-30 10:42:24 main:574] : INFO : Epoch 1827 | loss: 0.0311478 | val_loss: 0.0311684 | Time: 4189.39 ms [2022-03-30 10:42:28 main:574] : INFO : Epoch 1828 | loss: 0.0311471 | val_loss: 0.031176 | Time: 4077.16 ms [2022-03-30 10:42:32 main:574] : INFO : Epoch 1829 | loss: 0.0311463 | val_loss: 0.0311657 | Time: 4405.24 ms [2022-03-30 10:42:37 main:574] : INFO : Epoch 1830 | loss: 0.0311458 | val_loss: 0.0311686 | Time: 4227.46 ms [2022-03-30 10:42:41 main:574] : INFO : Epoch 1831 | loss: 0.0311453 | val_loss: 0.0311718 | Time: 4218.12 ms [2022-03-30 10:42:45 main:574] : INFO : Epoch 1832 | loss: 0.0311448 | val_loss: 0.0311697 | Time: 4130.95 ms [2022-03-30 10:42:49 main:574] : INFO : Epoch 1833 | loss: 0.0311438 | val_loss: 0.0311715 | Time: 3999.55 ms [2022-03-30 10:42:53 main:574] : INFO : Epoch 1834 | loss: 0.0311437 | val_loss: 0.0311691 | Time: 3992.48 ms [2022-03-30 10:42:57 main:574] : INFO : Epoch 1835 | loss: 0.031146 | val_loss: 0.031168 | Time: 4043.47 ms [2022-03-30 10:43:01 main:574] : INFO : Epoch 1836 | loss: 0.0311466 | val_loss: 0.031178 | Time: 3637.13 ms [2022-03-30 10:43:04 main:574] : INFO : Epoch 1837 | loss: 0.0311497 | val_loss: 0.0311704 | Time: 3510.39 ms [2022-03-30 10:43:08 main:574] : INFO : Epoch 1838 | loss: 0.0311449 | val_loss: 0.0311718 | Time: 3796.9 ms [2022-03-30 10:43:12 main:574] : INFO : Epoch 1839 | loss: 0.0311482 | val_loss: 0.0311693 | Time: 3769.85 ms [2022-03-30 10:43:15 main:574] : INFO : Epoch 1840 | loss: 0.0311448 | val_loss: 0.0311743 | Time: 3463.62 ms [2022-03-30 10:43:19 main:574] : INFO : Epoch 1841 | loss: 0.0311489 | val_loss: 0.0312023 | Time: 3744.84 ms [2022-03-30 10:43:22 main:574] : INFO : Epoch 1842 | loss: 0.0311542 | val_loss: 0.0311724 | Time: 3259.56 ms [2022-03-30 10:43:26 main:574] : INFO : Epoch 1843 | loss: 0.0311438 | val_loss: 0.0311749 | Time: 3249.4 ms [2022-03-30 10:43:29 main:574] : INFO : Epoch 1844 | loss: 0.0311435 | val_loss: 0.031169 | Time: 3613.31 ms [2022-03-30 10:43:33 main:574] : INFO : Epoch 1845 | loss: 0.0311508 | val_loss: 0.0311752 | Time: 3417.17 ms [2022-03-30 10:43:36 main:574] : INFO : Epoch 1846 | loss: 0.0311435 | val_loss: 0.03117 | Time: 3490.31 ms [2022-03-30 10:43:40 main:574] : INFO : Epoch 1847 | loss: 0.0311421 | val_loss: 0.0311724 | Time: 3674.07 ms [2022-03-30 10:43:43 main:574] : INFO : Epoch 1848 | loss: 0.031142 | val_loss: 0.0311761 | Time: 3611 ms [2022-03-30 10:43:47 main:574] : INFO : Epoch 1849 | loss: 0.0311481 | val_loss: 0.0311756 | Time: 3464.24 ms [2022-03-30 10:43:51 main:574] : INFO : Epoch 1850 | loss: 0.0311415 | val_loss: 0.0311695 | Time: 3646.49 ms [2022-03-30 10:43:54 main:574] : INFO : Epoch 1851 | loss: 0.0311452 | val_loss: 0.0311694 | Time: 3331.69 ms [2022-03-30 10:43:57 main:574] : INFO : Epoch 1852 | loss: 0.0311448 | val_loss: 0.0311786 | Time: 3400.05 ms [2022-03-30 10:44:01 main:574] : INFO : Epoch 1853 | loss: 0.0311442 | val_loss: 0.0311697 | Time: 3541.45 ms [2022-03-30 10:44:04 main:574] : INFO : Epoch 1854 | loss: 0.0311409 | val_loss: 0.0311713 | Time: 3435.84 ms [2022-03-30 10:44:08 main:574] : INFO : Epoch 1855 | loss: 0.0311417 | val_loss: 0.0311716 | Time: 3612.49 ms [2022-03-30 10:44:12 main:574] : INFO : Epoch 1856 | loss: 0.0311416 | val_loss: 0.0311709 | Time: 3731.35 ms [2022-03-30 10:44:15 main:574] : INFO : Epoch 1857 | loss: 0.0311432 | val_loss: 0.0311685 | Time: 3638.09 ms [2022-03-30 10:44:19 main:574] : INFO : Epoch 1858 | loss: 0.0311409 | val_loss: 0.0311718 | Time: 3658.29 ms [2022-03-30 10:44:23 main:574] : INFO : Epoch 1859 | loss: 0.0311413 | val_loss: 0.0311764 | Time: 3786.4 ms [2022-03-30 10:44:26 main:574] : INFO : Epoch 1860 | loss: 0.0311446 | val_loss: 0.0311708 | Time: 3572.11 ms [2022-03-30 10:44:30 main:574] : INFO : Epoch 1861 | loss: 0.0311453 | val_loss: 0.0311717 | Time: 3848.78 ms [2022-03-30 10:44:34 main:574] : INFO : Epoch 1862 | loss: 0.0311435 | val_loss: 0.0311801 | Time: 3606.43 ms [2022-03-30 10:44:38 main:574] : INFO : Epoch 1863 | loss: 0.0311445 | val_loss: 0.0311745 | Time: 3800.12 ms [2022-03-30 10:44:42 main:574] : INFO : Epoch 1864 | loss: 0.0311422 | val_loss: 0.0311756 | Time: 3942.35 ms [2022-03-30 10:44:45 main:574] : INFO : Epoch 1865 | loss: 0.0311403 | val_loss: 0.0311707 | Time: 3524.77 ms [2022-03-30 10:44:49 main:574] : INFO : Epoch 1866 | loss: 0.0311409 | val_loss: 0.0311706 | Time: 3958.47 ms [2022-03-30 10:44:54 main:574] : INFO : Epoch 1867 | loss: 0.0311423 | val_loss: 0.0311689 | Time: 4361.18 ms [2022-03-30 10:44:57 main:574] : INFO : Epoch 1868 | loss: 0.0311407 | val_loss: 0.0311751 | Time: 3523.68 ms [2022-03-30 10:45:12 main:574] : INFO : Epoch 1869 | loss: 0.0311414 | val_loss: 0.0311735 | Time: 15222.6 ms [2022-03-30 10:45:17 main:574] : INFO : Epoch 1870 | loss: 0.0311406 | val_loss: 0.031177 | Time: 4335.93 ms [2022-03-30 10:45:21 main:574] : INFO : Epoch 1871 | loss: 0.031141 | val_loss: 0.0311712 | Time: 4450.56 ms [2022-03-30 10:45:24 main:574] : INFO : Epoch 1872 | loss: 0.0311387 | val_loss: 0.0311687 | Time: 3340.69 ms [2022-03-30 10:45:28 main:574] : INFO : Epoch 1873 | loss: 0.0311376 | val_loss: 0.0311735 | Time: 3206.29 ms [2022-03-30 10:45:32 main:574] : INFO : Epoch 1874 | loss: 0.0311415 | val_loss: 0.0311816 | Time: 4583.43 ms [2022-03-30 10:45:36 main:574] : INFO : Epoch 1875 | loss: 0.0311403 | val_loss: 0.0311787 | Time: 3313.83 ms [2022-03-30 10:45:39 main:574] : INFO : Epoch 1876 | loss: 0.0311408 | val_loss: 0.0311767 | Time: 3274.92 ms [2022-03-30 10:45:42 main:574] : INFO : Epoch 1877 | loss: 0.0311393 | val_loss: 0.0311705 | Time: 3160.19 ms [2022-03-30 10:45:46 main:574] : INFO : Epoch 1878 | loss: 0.0311378 | val_loss: 0.0311705 | Time: 3757.55 ms [2022-03-30 10:45:49 main:574] : INFO : Epoch 1879 | loss: 0.0311383 | val_loss: 0.031173 | Time: 3042.18 ms [2022-03-30 10:45:53 main:574] : INFO : Epoch 1880 | loss: 0.0311376 | val_loss: 0.0311706 | Time: 4479.4 ms [2022-03-30 10:45:57 main:574] : INFO : Epoch 1881 | loss: 0.0311391 | val_loss: 0.0311743 | Time: 3288.36 ms [2022-03-30 10:46:00 main:574] : INFO : Epoch 1882 | loss: 0.0311406 | val_loss: 0.0311813 | Time: 3029.21 ms [2022-03-30 10:46:03 main:574] : INFO : Epoch 1883 | loss: 0.0311516 | val_loss: 0.0311833 | Time: 3202.97 ms [2022-03-30 10:46:06 main:574] : INFO : Epoch 1884 | loss: 0.03114 | val_loss: 0.0311719 | Time: 3415.97 ms [2022-03-30 10:46:09 main:574] : INFO : Epoch 1885 | loss: 0.031137 | val_loss: 0.031175 | Time: 2976.62 ms [2022-03-30 10:46:12 main:574] : INFO : Epoch 1886 | loss: 0.031137 | val_loss: 0.0311745 | Time: 2815.37 ms [2022-03-30 10:46:15 main:574] : INFO : Epoch 1887 | loss: 0.0311364 | val_loss: 0.0311725 | Time: 3202.34 ms [2022-03-30 10:46:19 main:574] : INFO : Epoch 1888 | loss: 0.0311407 | val_loss: 0.0311718 | Time: 4120.11 ms [2022-03-30 10:46:33 main:574] : INFO : Epoch 1889 | loss: 0.031137 | val_loss: 0.0311741 | Time: 13713.6 ms [2022-03-30 10:46:36 main:574] : INFO : Epoch 1890 | loss: 0.0311394 | val_loss: 0.0311727 | Time: 2857.8 ms [2022-03-30 10:46:38 main:574] : INFO : Epoch 1891 | loss: 0.0311386 | val_loss: 0.0311723 | Time: 1495.03 ms [2022-03-30 10:46:39 main:574] : INFO : Epoch 1892 | loss: 0.0311398 | val_loss: 0.0311764 | Time: 1563.09 ms [2022-03-30 10:46:41 main:574] : INFO : Epoch 1893 | loss: 0.0311471 | val_loss: 0.0311753 | Time: 1559.69 ms [2022-03-30 10:46:42 main:574] : INFO : Epoch 1894 | loss: 0.0311402 | val_loss: 0.0311762 | Time: 1487.43 ms [2022-03-30 10:46:44 main:574] : INFO : Epoch 1895 | loss: 0.0311373 | val_loss: 0.0311716 | Time: 1672.44 ms [2022-03-30 10:46:45 main:574] : INFO : Epoch 1896 | loss: 0.0311377 | val_loss: 0.0311692 | Time: 1451.35 ms [2022-03-30 10:46:47 main:574] : INFO : Epoch 1897 | loss: 0.0311378 | val_loss: 0.031174 | Time: 1489.27 ms [2022-03-30 10:46:48 main:574] : INFO : Epoch 1898 | loss: 0.0311413 | val_loss: 0.0311827 | Time: 1617.01 ms [2022-03-30 10:46:50 main:574] : INFO : Epoch 1899 | loss: 0.0311412 | val_loss: 0.0311704 | Time: 1496.47 ms [2022-03-30 10:46:52 main:574] : INFO : Epoch 1900 | loss: 0.0311362 | val_loss: 0.0311795 | Time: 1649.88 ms [2022-03-30 10:46:53 main:574] : INFO : Epoch 1901 | loss: 0.0311408 | val_loss: 0.0311785 | Time: 1495.65 ms [2022-03-30 10:46:55 main:574] : INFO : Epoch 1902 | loss: 0.0311415 | val_loss: 0.0311817 | Time: 1531.37 ms [2022-03-30 10:46:56 main:574] : INFO : Epoch 1903 | loss: 0.031145 | val_loss: 0.0311907 | Time: 1614.87 ms [2022-03-30 10:46:58 main:574] : INFO : Epoch 1904 | loss: 0.0311396 | val_loss: 0.0311766 | Time: 1474.32 ms [2022-03-30 10:46:59 main:574] : INFO : Epoch 1905 | loss: 0.0311363 | val_loss: 0.031173 | Time: 1626.39 ms [2022-03-30 10:47:01 main:574] : INFO : Epoch 1906 | loss: 0.0311349 | val_loss: 0.0311719 | Time: 1555.4 ms [2022-03-30 10:47:03 main:574] : INFO : Epoch 1907 | loss: 0.031134 | val_loss: 0.0311807 | Time: 1553.32 ms [2022-03-30 10:47:04 main:574] : INFO : Epoch 1908 | loss: 0.0311359 | val_loss: 0.0311755 | Time: 1636.61 ms [2022-03-30 10:47:06 main:574] : INFO : Epoch 1909 | loss: 0.0311388 | val_loss: 0.031177 | Time: 1490.12 ms [2022-03-30 10:47:07 main:574] : INFO : Epoch 1910 | loss: 0.0311371 | val_loss: 0.0311744 | Time: 1619.79 ms [2022-03-30 10:47:09 main:574] : INFO : Epoch 1911 | loss: 0.0311361 | val_loss: 0.0311811 | Time: 1566.67 ms [2022-03-30 10:47:10 main:574] : INFO : Epoch 1912 | loss: 0.0311344 | val_loss: 0.0311762 | Time: 1535.88 ms [2022-03-30 10:47:12 main:574] : INFO : Epoch 1913 | loss: 0.0311339 | val_loss: 0.0311743 | Time: 1625.94 ms [2022-03-30 10:47:14 main:574] : INFO : Epoch 1914 | loss: 0.0311317 | val_loss: 0.031175 | Time: 1470.32 ms [2022-03-30 10:47:15 main:574] : INFO : Epoch 1915 | loss: 0.0311338 | val_loss: 0.0311805 | Time: 1620.46 ms [2022-03-30 10:47:17 main:574] : INFO : Epoch 1916 | loss: 0.0311379 | val_loss: 0.031187 | Time: 1558.38 ms [2022-03-30 10:47:18 main:574] : INFO : Epoch 1917 | loss: 0.0311408 | val_loss: 0.03119 | Time: 1535.12 ms [2022-03-30 10:47:20 main:574] : INFO : Epoch 1918 | loss: 0.0311367 | val_loss: 0.0311812 | Time: 1672.09 ms [2022-03-30 10:47:21 main:574] : INFO : Epoch 1919 | loss: 0.0311355 | val_loss: 0.0311746 | Time: 1468.8 ms [2022-03-30 10:47:23 main:574] : INFO : Epoch 1920 | loss: 0.0311337 | val_loss: 0.0311739 | Time: 1610.99 ms [2022-03-30 10:47:25 main:574] : INFO : Epoch 1921 | loss: 0.0311374 | val_loss: 0.0311815 | Time: 1651.9 ms [2022-03-30 10:47:26 main:574] : INFO : Epoch 1922 | loss: 0.0311464 | val_loss: 0.0311783 | Time: 1486.27 ms [2022-03-30 10:47:28 main:574] : INFO : Epoch 1923 | loss: 0.0311337 | val_loss: 0.0311801 | Time: 1728.08 ms [2022-03-30 10:47:29 main:574] : INFO : Epoch 1924 | loss: 0.031132 | val_loss: 0.0311781 | Time: 1529.28 ms [2022-03-30 10:47:31 main:574] : INFO : Epoch 1925 | loss: 0.0311335 | val_loss: 0.0311796 | Time: 1644.8 ms [2022-03-30 10:47:33 main:574] : INFO : Epoch 1926 | loss: 0.0311358 | val_loss: 0.0311734 | Time: 1698.12 ms [2022-03-30 10:47:34 main:574] : INFO : Epoch 1927 | loss: 0.0311348 | val_loss: 0.0311753 | Time: 1703.95 ms [2022-03-30 10:47:36 main:574] : INFO : Epoch 1928 | loss: 0.031135 | val_loss: 0.0311728 | Time: 1697.47 ms [2022-03-30 10:47:38 main:574] : INFO : Epoch 1929 | loss: 0.0311429 | val_loss: 0.031188 | Time: 1458.55 ms [2022-03-30 10:47:39 main:574] : INFO : Epoch 1930 | loss: 0.031143 | val_loss: 0.031179 | Time: 1612.08 ms [2022-03-30 10:47:41 main:574] : INFO : Epoch 1931 | loss: 0.031137 | val_loss: 0.0311871 | Time: 1652.85 ms [2022-03-30 10:47:43 main:574] : INFO : Epoch 1932 | loss: 0.0311363 | val_loss: 0.0311762 | Time: 1595.28 ms [2022-03-30 10:47:44 main:574] : INFO : Epoch 1933 | loss: 0.031135 | val_loss: 0.0311777 | Time: 1696.91 ms [2022-03-30 10:47:46 main:574] : INFO : Epoch 1934 | loss: 0.0311349 | val_loss: 0.031178 | Time: 1448.98 ms [2022-03-30 10:47:47 main:574] : INFO : Epoch 1935 | loss: 0.0311336 | val_loss: 0.0311784 | Time: 1766.45 ms [2022-03-30 10:47:49 main:574] : INFO : Epoch 1936 | loss: 0.0311325 | val_loss: 0.0311759 | Time: 1645.86 ms [2022-03-30 10:47:51 main:574] : INFO : Epoch 1937 | loss: 0.0311384 | val_loss: 0.0311784 | Time: 1575.67 ms [2022-03-30 10:47:52 main:574] : INFO : Epoch 1938 | loss: 0.0311342 | val_loss: 0.0311734 | Time: 1649.72 ms [2022-03-30 10:47:54 main:574] : INFO : Epoch 1939 | loss: 0.0311294 | val_loss: 0.0311752 | Time: 1478.85 ms [2022-03-30 10:47:55 main:574] : INFO : Epoch 1940 | loss: 0.031131 | val_loss: 0.0311749 | Time: 1621.19 ms [2022-03-30 10:47:57 main:574] : INFO : Epoch 1941 | loss: 0.0311309 | val_loss: 0.0311793 | Time: 1604.2 ms [2022-03-30 10:47:59 main:574] : INFO : Epoch 1942 | loss: 0.0311309 | val_loss: 0.0311786 | Time: 1531.19 ms [2022-03-30 10:48:00 main:574] : INFO : Epoch 1943 | loss: 0.0311336 | val_loss: 0.0311742 | Time: 1698.52 ms [2022-03-30 10:48:02 main:574] : INFO : Epoch 1944 | loss: 0.0311337 | val_loss: 0.0311756 | Time: 1474.12 ms [2022-03-30 10:48:03 main:574] : INFO : Epoch 1945 | loss: 0.0311338 | val_loss: 0.0311705 | Time: 1632.52 ms [2022-03-30 10:48:05 main:574] : INFO : Epoch 1946 | loss: 0.0311407 | val_loss: 0.0311767 | Time: 1617.35 ms [2022-03-30 10:48:07 main:574] : INFO : Epoch 1947 | loss: 0.0311342 | val_loss: 0.031173 | Time: 1489.13 ms [2022-03-30 10:48:08 main:574] : INFO : Epoch 1948 | loss: 0.0311372 | val_loss: 0.0311821 | Time: 1631.71 ms [2022-03-30 10:48:10 main:574] : INFO : Epoch 1949 | loss: 0.0311325 | val_loss: 0.0311766 | Time: 1500.8 ms [2022-03-30 10:48:11 main:574] : INFO : Epoch 1950 | loss: 0.0311345 | val_loss: 0.0311729 | Time: 1597.01 ms [2022-03-30 10:48:13 main:574] : INFO : Epoch 1951 | loss: 0.0311354 | val_loss: 0.0311915 | Time: 1621.99 ms [2022-03-30 10:48:14 main:574] : INFO : Epoch 1952 | loss: 0.0311325 | val_loss: 0.031179 | Time: 1473.88 ms [2022-03-30 10:48:16 main:574] : INFO : Epoch 1953 | loss: 0.0311306 | val_loss: 0.0311857 | Time: 1680.1 ms [2022-03-30 10:48:18 main:574] : INFO : Epoch 1954 | loss: 0.0311313 | val_loss: 0.0311857 | Time: 1509.31 ms [2022-03-30 10:48:19 main:574] : INFO : Epoch 1955 | loss: 0.0311343 | val_loss: 0.0311755 | Time: 1609.26 ms [2022-03-30 10:48:21 main:574] : INFO : Epoch 1956 | loss: 0.0311314 | val_loss: 0.0311786 | Time: 1640.63 ms [2022-03-30 10:48:22 main:574] : INFO : Epoch 1957 | loss: 0.0311335 | val_loss: 0.0311707 | Time: 1505.21 ms [2022-03-30 10:48:24 main:574] : INFO : Epoch 1958 | loss: 0.0311332 | val_loss: 0.0311754 | Time: 1644.87 ms [2022-03-30 10:48:26 main:574] : INFO : Epoch 1959 | loss: 0.031133 | val_loss: 0.0311744 | Time: 1614.48 ms [2022-03-30 10:48:28 main:574] : INFO : Epoch 1960 | loss: 0.0311324 | val_loss: 0.0311814 | Time: 1961.37 ms [2022-03-30 10:48:29 main:574] : INFO : Epoch 1961 | loss: 0.0311329 | val_loss: 0.0311731 | Time: 1601.18 ms [2022-03-30 10:48:31 main:574] : INFO : Epoch 1962 | loss: 0.0311326 | val_loss: 0.0311757 | Time: 1570.29 ms [2022-03-30 10:48:33 main:574] : INFO : Epoch 1963 | loss: 0.0311289 | val_loss: 0.0311757 | Time: 1754.22 ms [2022-03-30 10:48:44 main:574] : INFO : Epoch 1964 | loss: 0.031132 | val_loss: 0.0311738 | Time: 11733.4 ms [2022-03-30 10:48:46 main:574] : INFO : Epoch 1965 | loss: 0.0311297 | val_loss: 0.0311788 | Time: 1629.72 ms [2022-03-30 10:48:47 main:574] : INFO : Epoch 1966 | loss: 0.0311349 | val_loss: 0.0311736 | Time: 1491.6 ms [2022-03-30 10:48:49 main:574] : INFO : Epoch 1967 | loss: 0.0311341 | val_loss: 0.0311714 | Time: 1517.14 ms [2022-03-30 10:48:51 main:574] : INFO : Epoch 1968 | loss: 0.0311298 | val_loss: 0.0311741 | Time: 1634.78 ms [2022-03-30 10:48:52 main:574] : INFO : Epoch 1969 | loss: 0.0311276 | val_loss: 0.0311764 | Time: 1461.07 ms [2022-03-30 10:48:54 main:574] : INFO : Epoch 1970 | loss: 0.0311269 | val_loss: 0.0311789 | Time: 1728.07 ms [2022-03-30 10:48:55 main:574] : INFO : Epoch 1971 | loss: 0.0311262 | val_loss: 0.0311785 | Time: 1584.99 ms [2022-03-30 10:48:57 main:574] : INFO : Epoch 1972 | loss: 0.0311272 | val_loss: 0.0311706 | Time: 1508.14 ms [2022-03-30 10:48:59 main:574] : INFO : Epoch 1973 | loss: 0.0311283 | val_loss: 0.0311772 | Time: 1707.8 ms [2022-03-30 10:49:00 main:574] : INFO : Epoch 1974 | loss: 0.0311273 | val_loss: 0.0311712 | Time: 1459.9 ms [2022-03-30 10:49:02 main:574] : INFO : Epoch 1975 | loss: 0.031128 | val_loss: 0.0311759 | Time: 1638.48 ms [2022-03-30 10:49:03 main:574] : INFO : Epoch 1976 | loss: 0.0311281 | val_loss: 0.0311779 | Time: 1574.75 ms [2022-03-30 10:49:05 main:574] : INFO : Epoch 1977 | loss: 0.0311272 | val_loss: 0.0311735 | Time: 1517.05 ms [2022-03-30 10:49:07 main:574] : INFO : Epoch 1978 | loss: 0.0311268 | val_loss: 0.0311745 | Time: 1825.87 ms [2022-03-30 10:49:08 main:574] : INFO : Epoch 1979 | loss: 0.0311266 | val_loss: 0.0311765 | Time: 1589.9 ms [2022-03-30 10:49:10 main:574] : INFO : Epoch 1980 | loss: 0.0311262 | val_loss: 0.0311777 | Time: 1665.88 ms [2022-03-30 10:49:12 main:574] : INFO : Epoch 1981 | loss: 0.0311322 | val_loss: 0.0311777 | Time: 1620.9 ms [2022-03-30 10:49:13 main:574] : INFO : Epoch 1982 | loss: 0.031135 | val_loss: 0.0311753 | Time: 1526.32 ms [2022-03-30 10:49:15 main:574] : INFO : Epoch 1983 | loss: 0.0311331 | val_loss: 0.0311756 | Time: 1685 ms [2022-03-30 10:49:16 main:574] : INFO : Epoch 1984 | loss: 0.0311265 | val_loss: 0.0311768 | Time: 1453.64 ms [2022-03-30 10:49:18 main:574] : INFO : Epoch 1985 | loss: 0.0311284 | val_loss: 0.0311761 | Time: 1636.11 ms [2022-03-30 10:49:20 main:574] : INFO : Epoch 1986 | loss: 0.0311287 | val_loss: 0.0311772 | Time: 1559.73 ms [2022-03-30 10:49:21 main:574] : INFO : Epoch 1987 | loss: 0.031129 | val_loss: 0.0311729 | Time: 1522.36 ms [2022-03-30 10:49:23 main:574] : INFO : Epoch 1988 | loss: 0.0311287 | val_loss: 0.0311767 | Time: 1648.57 ms [2022-03-30 10:49:24 main:574] : INFO : Epoch 1989 | loss: 0.031127 | val_loss: 0.031181 | Time: 1484.42 ms [2022-03-30 10:49:26 main:574] : INFO : Epoch 1990 | loss: 0.0311245 | val_loss: 0.0311747 | Time: 1635.5 ms [2022-03-30 10:49:27 main:574] : INFO : Epoch 1991 | loss: 0.0311254 | val_loss: 0.0311716 | Time: 1575.64 ms [2022-03-30 10:49:29 main:574] : INFO : Epoch 1992 | loss: 0.0311254 | val_loss: 0.0311734 | Time: 1581.27 ms [2022-03-30 10:49:31 main:574] : INFO : Epoch 1993 | loss: 0.0311251 | val_loss: 0.0311789 | Time: 1728.28 ms [2022-03-30 10:49:32 main:574] : INFO : Epoch 1994 | loss: 0.031125 | val_loss: 0.0311758 | Time: 1490.72 ms [2022-03-30 10:49:34 main:574] : INFO : Epoch 1995 | loss: 0.0311313 | val_loss: 0.031186 | Time: 1629.06 ms [2022-03-30 10:49:35 main:574] : INFO : Epoch 1996 | loss: 0.0311255 | val_loss: 0.031175 | Time: 1607.1 ms [2022-03-30 10:49:37 main:574] : INFO : Epoch 1997 | loss: 0.0311246 | val_loss: 0.0311782 | Time: 1502.03 ms [2022-03-30 10:49:39 main:574] : INFO : Epoch 1998 | loss: 0.0311236 | val_loss: 0.0311772 | Time: 1694.98 ms [2022-03-30 10:49:40 main:574] : INFO : Epoch 1999 | loss: 0.0311237 | val_loss: 0.0311766 | Time: 1578.89 ms [2022-03-30 10:49:42 main:574] : INFO : Epoch 2000 | loss: 0.0311277 | val_loss: 0.0311766 | Time: 1632.42 ms [2022-03-30 10:49:44 main:574] : INFO : Epoch 2001 | loss: 0.0311276 | val_loss: 0.0311769 | Time: 1624.01 ms [2022-03-30 10:49:45 main:574] : INFO : Epoch 2002 | loss: 0.0311242 | val_loss: 0.031177 | Time: 1522.98 ms [2022-03-30 10:49:47 main:574] : INFO : Epoch 2003 | loss: 0.0311252 | val_loss: 0.0311751 | Time: 1847.47 ms [2022-03-30 10:49:49 main:574] : INFO : Epoch 2004 | loss: 0.0311245 | val_loss: 0.0311774 | Time: 1633.94 ms [2022-03-30 10:49:50 main:574] : INFO : Epoch 2005 | loss: 0.031124 | val_loss: 0.0311794 | Time: 1641.98 ms [2022-03-30 10:49:52 main:574] : INFO : Epoch 2006 | loss: 0.0311228 | val_loss: 0.0311791 | Time: 1588.28 ms [2022-03-30 10:49:53 main:574] : INFO : Epoch 2007 | loss: 0.0311236 | val_loss: 0.0311751 | Time: 1528.29 ms [2022-03-30 10:50:05 main:574] : INFO : Epoch 2008 | loss: 0.0311229 | val_loss: 0.0311765 | Time: 11914.8 ms [2022-03-30 10:50:07 main:574] : INFO : Epoch 2009 | loss: 0.0311244 | val_loss: 0.031176 | Time: 1513.53 ms [2022-03-30 10:50:08 main:574] : INFO : Epoch 2010 | loss: 0.0311229 | val_loss: 0.0311813 | Time: 1650.49 ms [2022-03-30 10:50:10 main:574] : INFO : Epoch 2011 | loss: 0.0311225 | val_loss: 0.0311856 | Time: 1517.17 ms [2022-03-30 10:50:12 main:574] : INFO : Epoch 2012 | loss: 0.0311305 | val_loss: 0.0311852 | Time: 1628.18 ms [2022-03-30 10:50:13 main:574] : INFO : Epoch 2013 | loss: 0.0311296 | val_loss: 0.03118 | Time: 1609.33 ms [2022-03-30 10:50:15 main:574] : INFO : Epoch 2014 | loss: 0.0311277 | val_loss: 0.031172 | Time: 1440.27 ms [2022-03-30 10:50:16 main:574] : INFO : Epoch 2015 | loss: 0.0311293 | val_loss: 0.0311755 | Time: 1651.5 ms [2022-03-30 10:50:18 main:574] : INFO : Epoch 2016 | loss: 0.0311273 | val_loss: 0.031181 | Time: 1560.74 ms [2022-03-30 10:50:20 main:574] : INFO : Epoch 2017 | loss: 0.0311279 | val_loss: 0.0311775 | Time: 1647.06 ms [2022-03-30 10:50:21 main:574] : INFO : Epoch 2018 | loss: 0.0311274 | val_loss: 0.0311796 | Time: 1734.39 ms [2022-03-30 10:50:23 main:574] : INFO : Epoch 2019 | loss: 0.0311313 | val_loss: 0.0311726 | Time: 1445.3 ms [2022-03-30 10:50:24 main:574] : INFO : Epoch 2020 | loss: 0.031132 | val_loss: 0.0311798 | Time: 1655.09 ms [2022-03-30 10:50:26 main:574] : INFO : Epoch 2021 | loss: 0.0311307 | val_loss: 0.0311789 | Time: 1534.69 ms [2022-03-30 10:50:28 main:574] : INFO : Epoch 2022 | loss: 0.0311298 | val_loss: 0.0311795 | Time: 1584.78 ms [2022-03-30 10:50:29 main:574] : INFO : Epoch 2023 | loss: 0.031127 | val_loss: 0.0311787 | Time: 1703.5 ms [2022-03-30 10:50:31 main:574] : INFO : Epoch 2024 | loss: 0.0311314 | val_loss: 0.0311762 | Time: 1480.62 ms [2022-03-30 10:50:33 main:574] : INFO : Epoch 2025 | loss: 0.0311265 | val_loss: 0.0311824 | Time: 1798 ms [2022-03-30 10:50:34 main:574] : INFO : Epoch 2026 | loss: 0.0311265 | val_loss: 0.0311788 | Time: 1568.39 ms [2022-03-30 10:50:36 main:574] : INFO : Epoch 2027 | loss: 0.0311239 | val_loss: 0.0311805 | Time: 1651.65 ms [2022-03-30 10:50:38 main:574] : INFO : Epoch 2028 | loss: 0.0311242 | val_loss: 0.0311785 | Time: 1744.27 ms [2022-03-30 10:50:40 main:574] : INFO : Epoch 2029 | loss: 0.0311291 | val_loss: 0.0311822 | Time: 2060.56 ms [2022-03-30 10:50:42 main:574] : INFO : Epoch 2030 | loss: 0.0311238 | val_loss: 0.03118 | Time: 1971.64 ms [2022-03-30 10:50:43 main:574] : INFO : Epoch 2031 | loss: 0.0311206 | val_loss: 0.0311728 | Time: 1597.14 ms [2022-03-30 10:50:45 main:574] : INFO : Epoch 2032 | loss: 0.0311229 | val_loss: 0.0311787 | Time: 1813.71 ms [2022-03-30 10:50:47 main:574] : INFO : Epoch 2033 | loss: 0.0311259 | val_loss: 0.0311784 | Time: 1531.28 ms [2022-03-30 10:50:48 main:574] : INFO : Epoch 2034 | loss: 0.0311239 | val_loss: 0.0311768 | Time: 1593.86 ms [2022-03-30 10:50:50 main:574] : INFO : Epoch 2035 | loss: 0.0311274 | val_loss: 0.031189 | Time: 1594.38 ms [2022-03-30 10:50:51 main:574] : INFO : Epoch 2036 | loss: 0.03113 | val_loss: 0.0311737 | Time: 1470.76 ms [2022-03-30 10:50:53 main:574] : INFO : Epoch 2037 | loss: 0.0311243 | val_loss: 0.0311789 | Time: 1733.05 ms [2022-03-30 10:50:54 main:574] : INFO : Epoch 2038 | loss: 0.0311248 | val_loss: 0.0311769 | Time: 1515.23 ms [2022-03-30 10:50:56 main:574] : INFO : Epoch 2039 | loss: 0.0311239 | val_loss: 0.0311811 | Time: 1931.52 ms [2022-03-30 10:50:58 main:574] : INFO : Epoch 2040 | loss: 0.0311296 | val_loss: 0.0311824 | Time: 1792.64 ms [2022-03-30 10:51:00 main:574] : INFO : Epoch 2041 | loss: 0.0311263 | val_loss: 0.0311711 | Time: 1706.63 ms [2022-03-30 10:51:02 main:574] : INFO : Epoch 2042 | loss: 0.0311362 | val_loss: 0.0311779 | Time: 1599.03 ms [2022-03-30 10:51:03 main:574] : INFO : Epoch 2043 | loss: 0.0311351 | val_loss: 0.0311837 | Time: 1496.24 ms [2022-03-30 10:51:05 main:574] : INFO : Epoch 2044 | loss: 0.0311328 | val_loss: 0.0311703 | Time: 1702.51 ms [2022-03-30 10:51:06 main:574] : INFO : Epoch 2045 | loss: 0.0311278 | val_loss: 0.031177 | Time: 1531.33 ms [2022-03-30 10:51:08 main:574] : INFO : Epoch 2046 | loss: 0.031126 | val_loss: 0.0311744 | Time: 1653.12 ms [2022-03-30 10:51:10 main:574] : INFO : Epoch 2047 | loss: 0.0311246 | val_loss: 0.0311785 | Time: 1664.67 ms [2022-03-30 10:51:11 main:574] : INFO : Epoch 2048 | loss: 0.0311221 | val_loss: 0.0311768 | Time: 1484.46 ms [2022-03-30 10:51:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311768 [2022-03-30 10:51:11 main:603] : INFO : Saving end state to config to file [2022-03-30 10:51:11 main:608] : INFO : Success, exiting.. 10:51:11 (16348): 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)