Task 3737111
| Name | ParityModified-1611091495-3946-0_0 |
| Workunit | 1919553 |
| Created | 19 Jan 2021, 21:25:00 UTC |
| Sent | 21 Jan 2021, 18:39:56 UTC |
| Report deadline | 29 Jan 2021, 18:39:56 UTC |
| Received | 21 Jan 2021, 23:16:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3033 |
| Run time | 2 hours 7 min 13 sec |
| CPU time | 2 hours 2 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,462.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0309731 | val_loss: 0.0312704 | Time: 3579.76 ms [2021-01-21 12:18:56 main:574] : INFO : Epoch 1543 | loss: 0.0309843 | val_loss: 0.0313192 | Time: 3528.02 ms [2021-01-21 12:18:59 main:574] : INFO : Epoch 1544 | loss: 0.0309607 | val_loss: 0.0313322 | Time: 3583.47 ms [2021-01-21 12:19:03 main:574] : INFO : Epoch 1545 | loss: 0.0309583 | val_loss: 0.0313468 | Time: 3578.07 ms [2021-01-21 12:19:07 main:574] : INFO : Epoch 1546 | loss: 0.0309589 | val_loss: 0.0313258 | Time: 3632.85 ms [2021-01-21 12:19:10 main:574] : INFO : Epoch 1547 | loss: 0.0309602 | val_loss: 0.0313191 | Time: 3738.7 ms [2021-01-21 12:19:14 main:574] : INFO : Epoch 1548 | loss: 0.0309776 | val_loss: 0.0313245 | Time: 3526.93 ms [2021-01-21 12:19:18 main:574] : INFO : Epoch 1549 | loss: 0.0309799 | val_loss: 0.0313396 | Time: 3679.66 ms [2021-01-21 12:19:22 main:574] : INFO : Epoch 1550 | loss: 0.0309743 | val_loss: 0.0313482 | Time: 3746.89 ms [2021-01-21 12:19:25 main:574] : INFO : Epoch 1551 | loss: 0.0309782 | val_loss: 0.0312999 | Time: 3602.08 ms [2021-01-21 12:19:29 main:574] : INFO : Epoch 1552 | loss: 0.0309786 | val_loss: 0.0313221 | Time: 3561.71 ms [2021-01-21 12:19:32 main:574] : INFO : Epoch 1553 | loss: 0.0309629 | val_loss: 0.0313463 | Time: 3583.35 ms [2021-01-21 12:19:36 main:574] : INFO : Epoch 1554 | loss: 0.0309594 | val_loss: 0.0313559 | Time: 3657.48 ms [2021-01-21 12:19:40 main:574] : INFO : Epoch 1555 | loss: 0.0309667 | val_loss: 0.0313325 | Time: 3661.13 ms [2021-01-21 12:19:44 main:574] : INFO : Epoch 1556 | loss: 0.0309721 | val_loss: 0.0313245 | Time: 3629 ms [2021-01-21 12:19:47 main:574] : INFO : Epoch 1557 | loss: 0.0309747 | val_loss: 0.0313673 | Time: 3674.56 ms [2021-01-21 12:19:51 main:574] : INFO : Epoch 1558 | loss: 0.0309677 | val_loss: 0.0313567 | Time: 3601.73 ms [2021-01-21 12:19:55 main:574] : INFO : Epoch 1559 | loss: 0.03097 | val_loss: 0.031358 | Time: 3657.46 ms [2021-01-21 12:19:58 main:574] : INFO : Epoch 1560 | loss: 0.030973 | val_loss: 0.0313235 | Time: 3659.31 ms [2021-01-21 12:20:02 main:574] : INFO : Epoch 1561 | loss: 0.0309771 | val_loss: 0.0313396 | Time: 3600.53 ms [2021-01-21 12:20:06 main:574] : INFO : Epoch 1562 | loss: 0.030972 | val_loss: 0.0313417 | Time: 3563.97 ms [2021-01-21 12:20:09 main:574] : INFO : Epoch 1563 | loss: 0.0309649 | val_loss: 0.0313102 | Time: 3597.34 ms [2021-01-21 12:20:13 main:574] : INFO : Epoch 1564 | loss: 0.0309671 | val_loss: 0.0313375 | Time: 3569.12 ms [2021-01-21 12:20:17 main:574] : INFO : Epoch 1565 | loss: 0.0309618 | val_loss: 0.0313336 | Time: 3623.67 ms [2021-01-21 12:20:20 main:574] : INFO : Epoch 1566 | loss: 0.0309686 | val_loss: 0.0313319 | Time: 3631.94 ms [2021-01-21 12:20:24 main:574] : INFO : Epoch 1567 | loss: 0.0309628 | val_loss: 0.0313428 | Time: 3596.98 ms [2021-01-21 12:20:28 main:574] : INFO : Epoch 1568 | loss: 0.0309706 | val_loss: 0.0313414 | Time: 3568.53 ms [2021-01-21 12:20:31 main:574] : INFO : Epoch 1569 | loss: 0.0309624 | val_loss: 0.0313476 | Time: 3608.19 ms [2021-01-21 12:20:35 main:574] : INFO : Epoch 1570 | loss: 0.0309653 | val_loss: 0.0313195 | Time: 3604.16 ms [2021-01-21 12:20:38 main:574] : INFO : Epoch 1571 | loss: 0.0309661 | val_loss: 0.031346 | Time: 3575.08 ms [2021-01-21 12:20:42 main:574] : INFO : Epoch 1572 | loss: 0.0309694 | val_loss: 0.0313265 | Time: 3614.02 ms [2021-01-21 12:20:46 main:574] : INFO : Epoch 1573 | loss: 0.0309672 | val_loss: 0.0313205 | Time: 3751.6 ms [2021-01-21 12:20:50 main:574] : INFO : Epoch 1574 | loss: 0.0309674 | val_loss: 0.0313455 | Time: 3706.52 ms [2021-01-21 12:20:54 main:574] : INFO : Epoch 1575 | loss: 0.030967 | val_loss: 0.0313352 | Time: 3771.06 ms [2021-01-21 12:20:57 main:574] : INFO : Epoch 1576 | loss: 0.0309725 | val_loss: 0.0313462 | Time: 3648.87 ms [2021-01-21 12:21:01 main:574] : INFO : Epoch 1577 | loss: 0.03097 | val_loss: 0.0313554 | Time: 3495.3 ms [2021-01-21 12:21:05 main:574] : INFO : Epoch 1578 | loss: 0.030978 | val_loss: 0.0313076 | Time: 3561.72 ms [2021-01-21 12:21:08 main:574] : INFO : Epoch 1579 | loss: 0.0309718 | val_loss: 0.031312 | Time: 3521.67 ms [2021-01-21 12:21:12 main:574] : INFO : Epoch 1580 | loss: 0.0309672 | val_loss: 0.0313044 | Time: 3563.19 ms [2021-01-21 12:21:15 main:574] : INFO : Epoch 1581 | loss: 0.0309744 | val_loss: 0.031358 | Time: 3639.09 ms [2021-01-21 12:21:19 main:574] : INFO : Epoch 1582 | loss: 0.0309666 | val_loss: 0.0313394 | Time: 3471.76 ms [2021-01-21 12:21:23 main:574] : INFO : Epoch 1583 | loss: 0.0309674 | val_loss: 0.0313075 | Time: 3613.95 ms [2021-01-21 12:21:26 main:574] : INFO : Epoch 1584 | loss: 0.0309716 | val_loss: 0.0313016 | Time: 3550.8 ms [2021-01-21 12:21:30 main:574] : INFO : Epoch 1585 | loss: 0.0309645 | val_loss: 0.0313171 | Time: 3652.64 ms [2021-01-21 12:21:34 main:574] : INFO : Epoch 1586 | loss: 0.030965 | val_loss: 0.0313229 | Time: 3600.37 ms [2021-01-21 12:21:37 main:574] : INFO : Epoch 1587 | loss: 0.0309711 | val_loss: 0.0313559 | Time: 3595.83 ms [2021-01-21 12:21:41 main:574] : INFO : Epoch 1588 | loss: 0.0309828 | val_loss: 0.0313189 | Time: 3554.5 ms [2021-01-21 12:21:45 main:574] : INFO : Epoch 1589 | loss: 0.0309855 | val_loss: 0.0313257 | Time: 3587.84 ms [2021-01-21 12:21:48 main:574] : INFO : Epoch 1590 | loss: 0.0309676 | val_loss: 0.0313308 | Time: 3573.61 ms [2021-01-21 12:21:52 main:574] : INFO : Epoch 1591 | loss: 0.0309712 | val_loss: 0.0312878 | Time: 3593.74 ms [2021-01-21 12:21:56 main:574] : INFO : Epoch 1592 | loss: 0.0309741 | val_loss: 0.0313201 | Time: 3613.79 ms [2021-01-21 12:21:59 main:574] : INFO : Epoch 1593 | loss: 0.0309779 | val_loss: 0.0312891 | Time: 3542.7 ms [2021-01-21 12:22:03 main:574] : INFO : Epoch 1594 | loss: 0.0309702 | val_loss: 0.0313164 | Time: 3631.35 ms [2021-01-21 12:22:07 main:574] : INFO : Epoch 1595 | loss: 0.0309702 | val_loss: 0.0313291 | Time: 3433.34 ms [2021-01-21 12:22:10 main:574] : INFO : Epoch 1596 | loss: 0.0309667 | val_loss: 0.031337 | Time: 3531.18 ms [2021-01-21 12:22:14 main:574] : INFO : Epoch 1597 | loss: 0.0309777 | val_loss: 0.0312972 | Time: 3663.88 ms [2021-01-21 12:22:17 main:574] : INFO : Epoch 1598 | loss: 0.0309777 | val_loss: 0.0313193 | Time: 3477.29 ms [2021-01-21 12:22:21 main:574] : INFO : Epoch 1599 | loss: 0.0309812 | val_loss: 0.0313219 | Time: 3609.66 ms [2021-01-21 12:22:25 main:574] : INFO : Epoch 1600 | loss: 0.0309692 | val_loss: 0.0313211 | Time: 3596.22 ms [2021-01-21 12:22:28 main:574] : INFO : Epoch 1601 | loss: 0.0309681 | val_loss: 0.0313236 | Time: 3551.94 ms [2021-01-21 12:22:32 main:574] : INFO : Epoch 1602 | loss: 0.030971 | val_loss: 0.0313175 | Time: 3699.25 ms [2021-01-21 12:22:36 main:574] : INFO : Epoch 1603 | loss: 0.030968 | val_loss: 0.0313416 | Time: 3543.12 ms [2021-01-21 12:22:39 main:574] : INFO : Epoch 1604 | loss: 0.0309719 | val_loss: 0.0313191 | Time: 3562.12 ms [2021-01-21 12:22:43 main:574] : INFO : Epoch 1605 | loss: 0.0309742 | val_loss: 0.0313508 | Time: 3689.83 ms [2021-01-21 12:22:47 main:574] : INFO : Epoch 1606 | loss: 0.0309611 | val_loss: 0.0313551 | Time: 3733.96 ms [2021-01-21 12:22:51 main:574] : INFO : Epoch 1607 | loss: 0.0309636 | val_loss: 0.0313482 | Time: 3585.56 ms [2021-01-21 12:22:54 main:574] : INFO : Epoch 1608 | loss: 0.0309673 | val_loss: 0.0313209 | Time: 3661.27 ms [2021-01-21 12:22:58 main:574] : INFO : Epoch 1609 | loss: 0.0309626 | val_loss: 0.0313467 | Time: 3630.34 ms [2021-01-21 12:23:02 main:574] : INFO : Epoch 1610 | loss: 0.0309673 | val_loss: 0.0313277 | Time: 3668.14 ms [2021-01-21 12:23:05 main:574] : INFO : Epoch 1611 | loss: 0.0310329 | val_loss: 0.031315 | Time: 3634.11 ms [2021-01-21 12:23:09 main:574] : INFO : Epoch 1612 | loss: 0.0310182 | val_loss: 0.0313079 | Time: 3622.51 ms [2021-01-21 12:23:13 main:574] : INFO : Epoch 1613 | loss: 0.0309893 | val_loss: 0.0313294 | Time: 3535.19 ms [2021-01-21 12:23:16 main:574] : INFO : Epoch 1614 | loss: 0.0309748 | val_loss: 0.0313508 | Time: 3538.26 ms [2021-01-21 12:23:20 main:574] : INFO : Epoch 1615 | loss: 0.030964 | val_loss: 0.0313122 | Time: 3694.18 ms [2021-01-21 12:23:24 main:574] : INFO : Epoch 1616 | loss: 0.0309755 | val_loss: 0.0313044 | Time: 3578.94 ms [2021-01-21 12:23:27 main:574] : INFO : Epoch 1617 | loss: 0.0309708 | val_loss: 0.031335 | Time: 3736.08 ms [2021-01-21 12:23:31 main:574] : INFO : Epoch 1618 | loss: 0.0309733 | val_loss: 0.0313395 | Time: 3558.77 ms [2021-01-21 12:23:35 main:574] : INFO : Epoch 1619 | loss: 0.0309767 | val_loss: 0.0313098 | Time: 3665.21 ms [2021-01-21 12:23:38 main:574] : INFO : Epoch 1620 | loss: 0.0309723 | val_loss: 0.031327 | Time: 3533.93 ms [2021-01-21 12:23:42 main:574] : INFO : Epoch 1621 | loss: 0.0309713 | val_loss: 0.0313235 | Time: 3663.94 ms [2021-01-21 12:23:46 main:574] : INFO : Epoch 1622 | loss: 0.0309652 | val_loss: 0.0313535 | Time: 3668.27 ms [2021-01-21 12:23:49 main:574] : INFO : Epoch 1623 | loss: 0.0309667 | val_loss: 0.0313345 | Time: 3563.79 ms [2021-01-21 12:23:53 main:574] : INFO : Epoch 1624 | loss: 0.0309647 | val_loss: 0.0313422 | Time: 3552.21 ms [2021-01-21 12:23:57 main:574] : INFO : Epoch 1625 | loss: 0.0309656 | val_loss: 0.0313363 | Time: 3624.11 ms [2021-01-21 12:24:00 main:574] : INFO : Epoch 1626 | loss: 0.0309708 | val_loss: 0.0313172 | Time: 3576.37 ms [2021-01-21 12:24:04 main:574] : INFO : Epoch 1627 | loss: 0.0309824 | val_loss: 0.0313668 | Time: 3503.3 ms [2021-01-21 12:24:08 main:574] : INFO : Epoch 1628 | loss: 0.0309746 | val_loss: 0.0313172 | Time: 3650.24 ms [2021-01-21 12:24:11 main:574] : INFO : Epoch 1629 | loss: 0.0309709 | val_loss: 0.031346 | Time: 3664.53 ms [2021-01-21 12:24:15 main:574] : INFO : Epoch 1630 | loss: 0.0309771 | val_loss: 0.0313087 | Time: 3654.02 ms [2021-01-21 12:24:19 main:574] : INFO : Epoch 1631 | loss: 0.0309759 | val_loss: 0.0313653 | Time: 3709.1 ms [2021-01-21 12:24:22 main:574] : INFO : Epoch 1632 | loss: 0.030969 | val_loss: 0.0313147 | Time: 3695.25 ms [2021-01-21 12:24:26 main:574] : INFO : Epoch 1633 | loss: 0.030969 | val_loss: 0.0313297 | Time: 3602.35 ms [2021-01-21 12:24:30 main:574] : INFO : Epoch 1634 | loss: 0.0309739 | val_loss: 0.0313319 | Time: 3611.92 ms [2021-01-21 12:24:33 main:574] : INFO : Epoch 1635 | loss: 0.0309776 | val_loss: 0.0313139 | Time: 3541.48 ms [2021-01-21 12:24:37 main:574] : INFO : Epoch 1636 | loss: 0.0309755 | val_loss: 0.0313015 | Time: 3821.13 ms [2021-01-21 12:24:41 main:574] : INFO : Epoch 1637 | loss: 0.0309748 | val_loss: 0.0312859 | Time: 3611.21 ms [2021-01-21 12:24:45 main:574] : INFO : Epoch 1638 | loss: 0.0309806 | val_loss: 0.0313072 | Time: 3665.23 ms [2021-01-21 12:24:48 main:574] : INFO : Epoch 1639 | loss: 0.0309704 | val_loss: 0.0313453 | Time: 3683.46 ms [2021-01-21 12:24:52 main:574] : INFO : Epoch 1640 | loss: 0.0309628 | val_loss: 0.0313519 | Time: 3603.4 ms [2021-01-21 12:24:56 main:574] : INFO : Epoch 1641 | loss: 0.0309697 | val_loss: 0.0313437 | Time: 3697.44 ms [2021-01-21 12:24:59 main:574] : INFO : Epoch 1642 | loss: 0.0309678 | val_loss: 0.0313062 | Time: 3602.32 ms [2021-01-21 12:25:03 main:574] : INFO : Epoch 1643 | loss: 0.0309671 | val_loss: 0.0313465 | Time: 3685.43 ms [2021-01-21 12:25:07 main:574] : INFO : Epoch 1644 | loss: 0.0309667 | val_loss: 0.0313398 | Time: 3571.73 ms [2021-01-21 12:25:10 main:574] : INFO : Epoch 1645 | loss: 0.0309622 | val_loss: 0.0313141 | Time: 3594.99 ms [2021-01-21 12:25:14 main:574] : INFO : Epoch 1646 | loss: 0.030962 | val_loss: 0.0313126 | Time: 3541.51 ms [2021-01-21 12:25:18 main:574] : INFO : Epoch 1647 | loss: 0.030964 | val_loss: 0.031306 | Time: 3626.33 ms [2021-01-21 12:25:21 main:574] : INFO : Epoch 1648 | loss: 0.0309588 | val_loss: 0.0313509 | Time: 3662.52 ms [2021-01-21 12:25:25 main:574] : INFO : Epoch 1649 | loss: 0.0309579 | val_loss: 0.0313147 | Time: 3673.75 ms [2021-01-21 12:25:29 main:574] : INFO : Epoch 1650 | loss: 0.0309822 | val_loss: 0.0313767 | Time: 3622.64 ms [2021-01-21 12:25:32 main:574] : INFO : Epoch 1651 | loss: 0.0309813 | val_loss: 0.0313164 | Time: 3538.75 ms [2021-01-21 12:25:36 main:574] : INFO : Epoch 1652 | loss: 0.030976 | val_loss: 0.0312999 | Time: 3522.75 ms [2021-01-21 12:25:40 main:574] : INFO : Epoch 1653 | loss: 0.0309709 | val_loss: 0.0313179 | Time: 3531.08 ms [2021-01-21 12:25:43 main:574] : INFO : Epoch 1654 | loss: 0.0309641 | val_loss: 0.0313353 | Time: 3664.06 ms [2021-01-21 12:25:47 main:574] : INFO : Epoch 1655 | loss: 0.0309653 | val_loss: 0.0312972 | Time: 3584.72 ms [2021-01-21 12:25:51 main:574] : INFO : Epoch 1656 | loss: 0.0309832 | val_loss: 0.0313245 | Time: 3700.37 ms [2021-01-21 12:25:54 main:574] : INFO : Epoch 1657 | loss: 0.030974 | val_loss: 0.0313271 | Time: 3640.5 ms [2021-01-21 12:25:58 main:574] : INFO : Epoch 1658 | loss: 0.0309766 | val_loss: 0.0313254 | Time: 3624.89 ms [2021-01-21 12:26:02 main:574] : INFO : Epoch 1659 | loss: 0.0309671 | val_loss: 0.0313623 | Time: 3619.17 ms [2021-01-21 12:26:05 main:574] : INFO : Epoch 1660 | loss: 0.0309604 | val_loss: 0.0313191 | Time: 3627.37 ms [2021-01-21 12:26:09 main:574] : INFO : Epoch 1661 | loss: 0.0309652 | val_loss: 0.0313307 | Time: 3598.82 ms [2021-01-21 12:26:13 main:574] : INFO : Epoch 1662 | loss: 0.0309637 | val_loss: 0.0313223 | Time: 3645.72 ms [2021-01-21 12:26:17 main:574] : INFO : Epoch 1663 | loss: 0.0309659 | val_loss: 0.0313579 | Time: 3659.68 ms [2021-01-21 12:26:20 main:574] : INFO : Epoch 1664 | loss: 0.0309746 | val_loss: 0.0313721 | Time: 3651.26 ms [2021-01-21 12:26:24 main:574] : INFO : Epoch 1665 | loss: 0.0309668 | val_loss: 0.0313431 | Time: 3571.76 ms [2021-01-21 12:26:28 main:574] : INFO : Epoch 1666 | loss: 0.030959 | val_loss: 0.0313285 | Time: 3630.01 ms [2021-01-21 12:26:31 main:574] : INFO : Epoch 1667 | loss: 0.0309672 | val_loss: 0.0313454 | Time: 3558.89 ms [2021-01-21 12:26:35 main:574] : INFO : Epoch 1668 | loss: 0.0309669 | val_loss: 0.0313137 | Time: 3520.59 ms [2021-01-21 12:26:39 main:574] : INFO : Epoch 1669 | loss: 0.030974 | val_loss: 0.0313104 | Time: 3717.89 ms [2021-01-21 12:26:42 main:574] : INFO : Epoch 1670 | loss: 0.0309746 | val_loss: 0.0313269 | Time: 3538.65 ms [2021-01-21 12:26:46 main:574] : INFO : Epoch 1671 | loss: 0.0309681 | val_loss: 0.0313377 | Time: 3647.34 ms [2021-01-21 12:26:50 main:574] : INFO : Epoch 1672 | loss: 0.0309611 | val_loss: 0.0313265 | Time: 3675.9 ms [2021-01-21 12:26:53 main:574] : INFO : Epoch 1673 | loss: 0.0309635 | val_loss: 0.0313468 | Time: 3578.79 ms [2021-01-21 12:26:57 main:574] : INFO : Epoch 1674 | loss: 0.0309651 | val_loss: 0.0313212 | Time: 3566.34 ms [2021-01-21 12:27:01 main:574] : INFO : Epoch 1675 | loss: 0.030964 | val_loss: 0.0312898 | Time: 3700.91 ms [2021-01-21 12:27:04 main:574] : INFO : Epoch 1676 | loss: 0.0309754 | val_loss: 0.0313227 | Time: 3796.3 ms [2021-01-21 12:27:08 main:574] : INFO : Epoch 1677 | loss: 0.0309779 | val_loss: 0.0313275 | Time: 3509.06 ms [2021-01-21 12:27:12 main:574] : INFO : Epoch 1678 | loss: 0.0309653 | val_loss: 0.0313325 | Time: 3660.23 ms [2021-01-21 12:27:15 main:574] : INFO : Epoch 1679 | loss: 0.0309803 | val_loss: 0.0313746 | Time: 3555.81 ms [2021-01-21 12:27:19 main:574] : INFO : Epoch 1680 | loss: 0.0309842 | val_loss: 0.0313142 | Time: 3630.08 ms [2021-01-21 12:27:23 main:574] : INFO : Epoch 1681 | loss: 0.0309723 | val_loss: 0.0313763 | Time: 3759.7 ms [2021-01-21 12:27:27 main:574] : INFO : Epoch 1682 | loss: 0.0309722 | val_loss: 0.0313073 | Time: 3730.54 ms [2021-01-21 12:27:30 main:574] : INFO : Epoch 1683 | loss: 0.0309728 | val_loss: 0.0313374 | Time: 3564.02 ms [2021-01-21 12:27:34 main:574] : INFO : Epoch 1684 | loss: 0.0309682 | val_loss: 0.0313151 | Time: 3582.21 ms [2021-01-21 12:27:38 main:574] : INFO : Epoch 1685 | loss: 0.0309739 | val_loss: 0.0312852 | Time: 3637.48 ms [2021-01-21 12:27:41 main:574] : INFO : Epoch 1686 | loss: 0.0309786 | val_loss: 0.0313139 | Time: 3510.52 ms [2021-01-21 12:27:45 main:574] : INFO : Epoch 1687 | loss: 0.0309575 | val_loss: 0.031346 | Time: 3680.48 ms [2021-01-21 12:27:49 main:574] : INFO : Epoch 1688 | loss: 0.030962 | val_loss: 0.0313035 | Time: 3618.94 ms [2021-01-21 12:27:52 main:574] : INFO : Epoch 1689 | loss: 0.0309668 | val_loss: 0.0312977 | Time: 3626.64 ms [2021-01-21 12:27:56 main:574] : INFO : Epoch 1690 | loss: 0.0309667 | val_loss: 0.0313101 | Time: 3585.29 ms [2021-01-21 12:28:00 main:574] : INFO : Epoch 1691 | loss: 0.030962 | val_loss: 0.0313077 | Time: 3511.17 ms [2021-01-21 12:28:03 main:574] : INFO : Epoch 1692 | loss: 0.0309682 | val_loss: 0.031315 | Time: 3663.05 ms [2021-01-21 12:28:07 main:574] : INFO : Epoch 1693 | loss: 0.0309663 | val_loss: 0.0313175 | Time: 3533.31 ms [2021-01-21 12:28:11 main:574] : INFO : Epoch 1694 | loss: 0.0309671 | val_loss: 0.0313012 | Time: 3692.84 ms [2021-01-21 12:28:14 main:574] : INFO : Epoch 1695 | loss: 0.0309667 | val_loss: 0.0313172 | Time: 3516.2 ms [2021-01-21 12:28:18 main:574] : INFO : Epoch 1696 | loss: 0.0309729 | val_loss: 0.0313309 | Time: 3524.02 ms [2021-01-21 12:28:21 main:574] : INFO : Epoch 1697 | loss: 0.0309727 | val_loss: 0.0313057 | Time: 3453.01 ms [2021-01-21 12:28:25 main:574] : INFO : Epoch 1698 | loss: 0.0309814 | val_loss: 0.0312933 | Time: 3570.88 ms [2021-01-21 12:28:29 main:574] : INFO : Epoch 1699 | loss: 0.0309752 | val_loss: 0.0313289 | Time: 3667.16 ms [2021-01-21 12:28:32 main:574] : INFO : Epoch 1700 | loss: 0.030973 | val_loss: 0.0313453 | Time: 3668.59 ms [2021-01-21 12:28:36 main:574] : INFO : Epoch 1701 | loss: 0.0309677 | val_loss: 0.0313242 | Time: 3540.26 ms [2021-01-21 12:28:40 main:574] : INFO : Epoch 1702 | loss: 0.0309682 | val_loss: 0.0313057 | Time: 3607.05 ms [2021-01-21 12:28:43 main:574] : INFO : Epoch 1703 | loss: 0.030972 | val_loss: 0.0313114 | Time: 3647.11 ms [2021-01-21 12:28:47 main:574] : INFO : Epoch 1704 | loss: 0.0309682 | val_loss: 0.0312951 | Time: 3600.54 ms [2021-01-21 12:28:51 main:574] : INFO : Epoch 1705 | loss: 0.0309882 | val_loss: 0.0313384 | Time: 3634.89 ms [2021-01-21 12:28:54 main:574] : INFO : Epoch 1706 | loss: 0.0309746 | val_loss: 0.0313514 | Time: 3612.35 ms [2021-01-21 12:28:58 main:574] : INFO : Epoch 1707 | loss: 0.0309702 | val_loss: 0.0313507 | Time: 3767.9 ms [2021-01-21 12:29:02 main:574] : INFO : Epoch 1708 | loss: 0.0309657 | val_loss: 0.0313443 | Time: 3437.6 ms [2021-01-21 12:29:05 main:574] : INFO : Epoch 1709 | loss: 0.0309586 | val_loss: 0.0313694 | Time: 3659.63 ms [2021-01-21 12:29:09 main:574] : INFO : Epoch 1710 | loss: 0.0309638 | val_loss: 0.0313524 | Time: 3654.62 ms [2021-01-21 12:29:13 main:574] : INFO : Epoch 1711 | loss: 0.0309648 | val_loss: 0.0313303 | Time: 3647.05 ms [2021-01-21 12:29:16 main:574] : INFO : Epoch 1712 | loss: 0.030964 | val_loss: 0.0313168 | Time: 3505.15 ms [2021-01-21 12:29:20 main:574] : INFO : Epoch 1713 | loss: 0.0309668 | val_loss: 0.031311 | Time: 3529.8 ms [2021-01-21 12:29:24 main:574] : INFO : Epoch 1714 | loss: 0.0309702 | val_loss: 0.0312967 | Time: 3588.67 ms [2021-01-21 12:29:27 main:574] : INFO : Epoch 1715 | loss: 0.0309752 | val_loss: 0.0313271 | Time: 3780.02 ms [2021-01-21 12:29:31 main:574] : INFO : Epoch 1716 | loss: 0.0309625 | val_loss: 0.0313518 | Time: 3566.09 ms [2021-01-21 12:29:35 main:574] : INFO : Epoch 1717 | loss: 0.0309666 | val_loss: 0.0313038 | Time: 3624.21 ms [2021-01-21 12:29:38 main:574] : INFO : Epoch 1718 | loss: 0.0309658 | val_loss: 0.0313118 | Time: 3703.44 ms [2021-01-21 12:29:42 main:574] : INFO : Epoch 1719 | loss: 0.0309744 | val_loss: 0.0313062 | Time: 3624.77 ms [2021-01-21 12:29:46 main:574] : INFO : Epoch 1720 | loss: 0.030973 | val_loss: 0.031325 | Time: 3577.6 ms [2021-01-21 12:29:49 main:574] : INFO : Epoch 1721 | loss: 0.0309675 | val_loss: 0.0313166 | Time: 3661.02 ms [2021-01-21 12:29:53 main:574] : INFO : Epoch 1722 | loss: 0.0309619 | val_loss: 0.0313543 | Time: 3474.47 ms [2021-01-21 12:29:57 main:574] : INFO : Epoch 1723 | loss: 0.0309668 | val_loss: 0.0313499 | Time: 3567.11 ms [2021-01-21 12:30:00 main:574] : INFO : Epoch 1724 | loss: 0.0309748 | val_loss: 0.0313269 | Time: 3729.07 ms [2021-01-21 12:30:04 main:574] : INFO : Epoch 1725 | loss: 0.0309741 | val_loss: 0.0313166 | Time: 3546.79 ms [2021-01-21 12:30:08 main:574] : INFO : Epoch 1726 | loss: 0.0309794 | val_loss: 0.0313007 | Time: 3634.62 ms [2021-01-21 12:30:11 main:574] : INFO : Epoch 1727 | loss: 0.0309834 | val_loss: 0.0313358 | Time: 3576.13 ms [2021-01-21 12:30:15 main:574] : INFO : Epoch 1728 | loss: 0.030971 | val_loss: 0.0313175 | Time: 3532.62 ms [2021-01-21 12:30:19 main:574] : INFO : Epoch 1729 | loss: 0.0309711 | val_loss: 0.0312957 | Time: 3600.51 ms [2021-01-21 12:30:22 main:574] : INFO : Epoch 1730 | loss: 0.0309773 | val_loss: 0.0313265 | Time: 3614.08 ms [2021-01-21 12:30:26 main:574] : INFO : Epoch 1731 | loss: 0.0309934 | val_loss: 0.0313183 | Time: 3652.95 ms [2021-01-21 12:30:30 main:574] : INFO : Epoch 1732 | loss: 0.0309766 | val_loss: 0.0313329 | Time: 3585.37 ms [2021-01-21 12:30:33 main:574] : INFO : Epoch 1733 | loss: 0.0309671 | val_loss: 0.0313331 | Time: 3499.09 ms [2021-01-21 12:30:37 main:574] : INFO : Epoch 1734 | loss: 0.0309606 | val_loss: 0.0313355 | Time: 3671.6 ms [2021-01-21 12:30:40 main:574] : INFO : Epoch 1735 | loss: 0.0309669 | val_loss: 0.0313388 | Time: 3501.54 ms [2021-01-21 12:30:44 main:574] : INFO : Epoch 1736 | loss: 0.0309683 | val_loss: 0.0313294 | Time: 3742.63 ms [2021-01-21 12:30:48 main:574] : INFO : Epoch 1737 | loss: 0.0309728 | val_loss: 0.0313185 | Time: 3609.64 ms [2021-01-21 12:30:52 main:574] : INFO : Epoch 1738 | loss: 0.0309728 | val_loss: 0.0313095 | Time: 3744.87 ms [2021-01-21 12:30:55 main:574] : INFO : Epoch 1739 | loss: 0.030968 | val_loss: 0.0313086 | Time: 3689.38 ms [2021-01-21 12:30:59 main:574] : INFO : Epoch 1740 | loss: 0.0309641 | val_loss: 0.031318 | Time: 3506.63 ms [2021-01-21 12:31:03 main:574] : INFO : Epoch 1741 | loss: 0.0309685 | val_loss: 0.0313005 | Time: 3546.58 ms [2021-01-21 12:31:06 main:574] : INFO : Epoch 1742 | loss: 0.0309737 | val_loss: 0.0313336 | Time: 3566.33 ms [2021-01-21 12:31:10 main:574] : INFO : Epoch 1743 | loss: 0.0309697 | val_loss: 0.031338 | Time: 3636.49 ms [2021-01-21 12:31:14 main:574] : INFO : Epoch 1744 | loss: 0.0309625 | val_loss: 0.0313355 | Time: 3772.65 ms [2021-01-21 12:31:17 main:574] : INFO : Epoch 1745 | loss: 0.0309635 | val_loss: 0.0313558 | Time: 3730.28 ms [2021-01-21 12:31:21 main:574] : INFO : Epoch 1746 | loss: 0.0309703 | val_loss: 0.0313746 | Time: 3511.46 ms [2021-01-21 12:31:25 main:574] : INFO : Epoch 1747 | loss: 0.0309646 | val_loss: 0.0313527 | Time: 3632.99 ms [2021-01-21 12:31:28 main:574] : INFO : Epoch 1748 | loss: 0.0309793 | val_loss: 0.0313318 | Time: 3621.41 ms [2021-01-21 12:31:32 main:574] : INFO : Epoch 1749 | loss: 0.0309749 | val_loss: 0.0313149 | Time: 3637.65 ms [2021-01-21 12:31:36 main:574] : INFO : Epoch 1750 | loss: 0.0309692 | val_loss: 0.0313131 | Time: 3592.33 ms [2021-01-21 12:31:39 main:574] : INFO : Epoch 1751 | loss: 0.0309657 | val_loss: 0.0313414 | Time: 3616.45 ms [2021-01-21 12:31:43 main:574] : INFO : Epoch 1752 | loss: 0.0309612 | val_loss: 0.0313329 | Time: 3707.05 ms [2021-01-21 12:31:47 main:574] : INFO : Epoch 1753 | loss: 0.0309645 | val_loss: 0.0313317 | Time: 3457.36 ms [2021-01-21 12:31:50 main:574] : INFO : Epoch 1754 | loss: 0.0309723 | val_loss: 0.0313486 | Time: 3663.26 ms [2021-01-21 12:31:54 main:574] : INFO : Epoch 1755 | loss: 0.030974 | val_loss: 0.0313303 | Time: 3549.73 ms [2021-01-21 12:31:58 main:574] : INFO : Epoch 1756 | loss: 0.0309798 | val_loss: 0.0313172 | Time: 3505.47 ms [2021-01-21 12:32:01 main:574] : INFO : Epoch 1757 | loss: 0.03097 | val_loss: 0.0312964 | Time: 3648.92 ms [2021-01-21 12:32:05 main:574] : INFO : Epoch 1758 | loss: 0.0309617 | val_loss: 0.0313149 | Time: 3650.54 ms [2021-01-21 12:32:09 main:574] : INFO : Epoch 1759 | loss: 0.0309669 | val_loss: 0.0313408 | Time: 3788.88 ms [2021-01-21 12:32:12 main:574] : INFO : Epoch 1760 | loss: 0.0309696 | val_loss: 0.0313131 | Time: 3523.85 ms [2021-01-21 12:32:16 main:574] : INFO : Epoch 1761 | loss: 0.0309662 | val_loss: 0.0313252 | Time: 3587.2 ms [2021-01-21 12:32:20 main:574] : INFO : Epoch 1762 | loss: 0.0309651 | val_loss: 0.0313077 | Time: 3582.25 ms [2021-01-21 12:32:23 main:574] : INFO : Epoch 1763 | loss: 0.0309638 | val_loss: 0.0313406 | Time: 3664.62 ms [2021-01-21 12:32:27 main:574] : INFO : Epoch 1764 | loss: 0.0309642 | val_loss: 0.0313444 | Time: 3494.99 ms [2021-01-21 12:32:31 main:574] : INFO : Epoch 1765 | loss: 0.0309633 | val_loss: 0.0313265 | Time: 3492.04 ms [2021-01-21 12:32:34 main:574] : INFO : Epoch 1766 | loss: 0.0309673 | val_loss: 0.0313087 | Time: 3698.26 ms [2021-01-21 12:32:38 main:574] : INFO : Epoch 1767 | loss: 0.0309668 | val_loss: 0.0313233 | Time: 3581.26 ms [2021-01-21 12:32:42 main:574] : INFO : Epoch 1768 | loss: 0.0309708 | val_loss: 0.0313505 | Time: 3659.67 ms [2021-01-21 12:32:45 main:574] : INFO : Epoch 1769 | loss: 0.0309771 | val_loss: 0.0313308 | Time: 3503.24 ms [2021-01-21 12:32:49 main:574] : INFO : Epoch 1770 | loss: 0.0309733 | val_loss: 0.0313295 | Time: 3656.85 ms [2021-01-21 12:32:53 main:574] : INFO : Epoch 1771 | loss: 0.0309702 | val_loss: 0.0313178 | Time: 3664.42 ms [2021-01-21 12:32:57 main:574] : INFO : Epoch 1772 | loss: 0.0309603 | val_loss: 0.0313546 | Time: 3559.72 ms [2021-01-21 12:33:00 main:574] : INFO : Epoch 1773 | loss: 0.0309655 | val_loss: 0.0313539 | Time: 3600.08 ms [2021-01-21 12:33:04 main:574] : INFO : Epoch 1774 | loss: 0.0309703 | val_loss: 0.0313247 | Time: 3608.22 ms [2021-01-21 12:33:07 main:574] : INFO : Epoch 1775 | loss: 0.0309669 | val_loss: 0.0313158 | Time: 3550.55 ms [2021-01-21 12:33:11 main:574] : INFO : Epoch 1776 | loss: 0.0309634 | val_loss: 0.0313295 | Time: 3606.7 ms [2021-01-21 12:33:15 main:574] : INFO : Epoch 1777 | loss: 0.0309648 | val_loss: 0.0313359 | Time: 3534.49 ms [2021-01-21 12:33:18 main:574] : INFO : Epoch 1778 | loss: 0.030968 | val_loss: 0.0313417 | Time: 3518.64 ms [2021-01-21 12:33:22 main:574] : INFO : Epoch 1779 | loss: 0.0309727 | val_loss: 0.0313404 | Time: 3616.32 ms [2021-01-21 12:33:26 main:574] : INFO : Epoch 1780 | loss: 0.0309638 | val_loss: 0.0313162 | Time: 3567.97 ms [2021-01-21 12:33:29 main:574] : INFO : Epoch 1781 | loss: 0.0309631 | val_loss: 0.0313412 | Time: 3566.95 ms [2021-01-21 12:33:33 main:574] : INFO : Epoch 1782 | loss: 0.0309599 | val_loss: 0.0313262 | Time: 3605.64 ms [2021-01-21 12:33:37 main:574] : INFO : Epoch 1783 | loss: 0.0309735 | val_loss: 0.0313061 | Time: 3665.91 ms [2021-01-21 12:33:40 main:574] : INFO : Epoch 1784 | loss: 0.0309733 | val_loss: 0.0313282 | Time: 3612.9 ms [2021-01-21 12:33:44 main:574] : INFO : Epoch 1785 | loss: 0.0309788 | val_loss: 0.0313235 | Time: 3658.85 ms [2021-01-21 12:33:48 main:574] : INFO : Epoch 1786 | loss: 0.0309658 | val_loss: 0.0313249 | Time: 3700.23 ms [2021-01-21 12:33:52 main:574] : INFO : Epoch 1787 | loss: 0.0309666 | val_loss: 0.0313039 | Time: 3708.49 ms [2021-01-21 12:33:55 main:574] : INFO : Epoch 1788 | loss: 0.0309764 | val_loss: 0.0313269 | Time: 3550.88 ms [2021-01-21 12:33:59 main:574] : INFO : Epoch 1789 | loss: 0.0309689 | val_loss: 0.0313219 | Time: 3583.35 ms [2021-01-21 12:34:03 main:574] : INFO : Epoch 1790 | loss: 0.030974 | val_loss: 0.0313418 | Time: 3721.96 ms [2021-01-21 12:34:06 main:574] : INFO : Epoch 1791 | loss: 0.0309756 | val_loss: 0.031298 | Time: 3481.58 ms [2021-01-21 12:34:10 main:574] : INFO : Epoch 1792 | loss: 0.0309787 | val_loss: 0.0313072 | Time: 3604.14 ms [2021-01-21 12:34:13 main:574] : INFO : Epoch 1793 | loss: 0.0309831 | val_loss: 0.0312799 | Time: 3593.43 ms [2021-01-21 12:34:17 main:574] : INFO : Epoch 1794 | loss: 0.0309835 | val_loss: 0.0313016 | Time: 3612.85 ms [2021-01-21 12:34:21 main:574] : INFO : Epoch 1795 | loss: 0.0309769 | val_loss: 0.0313348 | Time: 3546.65 ms [2021-01-21 12:34:24 main:574] : INFO : Epoch 1796 | loss: 0.0309671 | val_loss: 0.0313114 | Time: 3661.39 ms [2021-01-21 12:34:28 main:574] : INFO : Epoch 1797 | loss: 0.0309652 | val_loss: 0.0313239 | Time: 3476.61 ms [2021-01-21 12:34:32 main:574] : INFO : Epoch 1798 | loss: 0.0309619 | val_loss: 0.0313427 | Time: 3702.81 ms [2021-01-21 12:34:35 main:574] : INFO : Epoch 1799 | loss: 0.0309633 | val_loss: 0.0313556 | Time: 3557.77 ms [2021-01-21 12:34:39 main:574] : INFO : Epoch 1800 | loss: 0.0309551 | val_loss: 0.0313147 | Time: 3689.38 ms [2021-01-21 12:34:43 main:574] : INFO : Epoch 1801 | loss: 0.0309692 | val_loss: 0.0313273 | Time: 3551.9 ms [2021-01-21 12:34:46 main:574] : INFO : Epoch 1802 | loss: 0.0309693 | val_loss: 0.0312932 | Time: 3591.56 ms [2021-01-21 12:34:50 main:574] : INFO : Epoch 1803 | loss: 0.0309665 | val_loss: 0.0313298 | Time: 3565.1 ms [2021-01-21 12:34:54 main:574] : INFO : Epoch 1804 | loss: 0.0309758 | val_loss: 0.0313754 | Time: 3575.57 ms [2021-01-21 12:34:57 main:574] : INFO : Epoch 1805 | loss: 0.0309815 | val_loss: 0.0313145 | Time: 3649.78 ms [2021-01-21 12:35:01 main:574] : INFO : Epoch 1806 | loss: 0.0309838 | val_loss: 0.0313112 | Time: 3608.68 ms [2021-01-21 12:35:05 main:574] : INFO : Epoch 1807 | loss: 0.0309675 | val_loss: 0.0313028 | Time: 3486.91 ms [2021-01-21 12:35:08 main:574] : INFO : Epoch 1808 | loss: 0.0309702 | val_loss: 0.0312786 | Time: 3602.27 ms [2021-01-21 12:35:12 main:574] : INFO : Epoch 1809 | loss: 0.0309812 | val_loss: 0.0313422 | Time: 3551.27 ms [2021-01-21 12:35:16 main:574] : INFO : Epoch 1810 | loss: 0.0309746 | val_loss: 0.031341 | Time: 3660.1 ms [2021-01-21 12:35:19 main:574] : INFO : Epoch 1811 | loss: 0.030968 | val_loss: 0.0313202 | Time: 3600.44 ms [2021-01-21 12:35:23 main:574] : INFO : Epoch 1812 | loss: 0.0309637 | val_loss: 0.0313093 | Time: 3559.25 ms [2021-01-21 12:35:27 main:574] : INFO : Epoch 1813 | loss: 0.0309604 | val_loss: 0.0313346 | Time: 3699.1 ms [2021-01-21 12:35:30 main:574] : INFO : Epoch 1814 | loss: 0.0309655 | val_loss: 0.031323 | Time: 3611.98 ms [2021-01-21 12:35:34 main:574] : INFO : Epoch 1815 | loss: 0.0309666 | val_loss: 0.0313645 | Time: 3590.14 ms [2021-01-21 12:35:38 main:574] : INFO : Epoch 1816 | loss: 0.0309691 | val_loss: 0.0313124 | Time: 3599.79 ms [2021-01-21 12:35:41 main:574] : INFO : Epoch 1817 | loss: 0.0309648 | val_loss: 0.0313464 | Time: 3626.42 ms [2021-01-21 12:35:45 main:574] : INFO : Epoch 1818 | loss: 0.0309719 | val_loss: 0.0313044 | Time: 3457.92 ms [2021-01-21 12:35:49 main:574] : INFO : Epoch 1819 | loss: 0.0309687 | val_loss: 0.0313199 | Time: 3738.61 ms [2021-01-21 12:35:52 main:574] : INFO : Epoch 1820 | loss: 0.0309731 | val_loss: 0.0312963 | Time: 3683.26 ms [2021-01-21 12:35:56 main:574] : INFO : Epoch 1821 | loss: 0.0309728 | val_loss: 0.0313519 | Time: 3624.68 ms [2021-01-21 12:36:00 main:574] : INFO : Epoch 1822 | loss: 0.0309658 | val_loss: 0.0313451 | Time: 3555.65 ms [2021-01-21 12:36:03 main:574] : INFO : Epoch 1823 | loss: 0.030962 | val_loss: 0.0313301 | Time: 3568.94 ms [2021-01-21 12:36:07 main:574] : INFO : Epoch 1824 | loss: 0.0309619 | val_loss: 0.0313382 | Time: 3677.14 ms [2021-01-21 12:36:11 main:574] : INFO : Epoch 1825 | loss: 0.0309588 | val_loss: 0.0313423 | Time: 3646.19 ms [2021-01-21 12:36:14 main:574] : INFO : Epoch 1826 | loss: 0.0309652 | val_loss: 0.0313058 | Time: 3611.64 ms [2021-01-21 12:36:18 main:574] : INFO : Epoch 1827 | loss: 0.0309729 | val_loss: 0.0313002 | Time: 3610.32 ms [2021-01-21 12:36:22 main:574] : INFO : Epoch 1828 | loss: 0.0309718 | val_loss: 0.0313243 | Time: 3668.58 ms [2021-01-21 12:36:25 main:574] : INFO : Epoch 1829 | loss: 0.0309635 | val_loss: 0.0313449 | Time: 3559.21 ms [2021-01-21 12:36:29 main:574] : INFO : Epoch 1830 | loss: 0.0309739 | val_loss: 0.0313337 | Time: 3617.37 ms [2021-01-21 12:36:33 main:574] : INFO : Epoch 1831 | loss: 0.0309726 | val_loss: 0.0313116 | Time: 3605.38 ms [2021-01-21 12:36:36 main:574] : INFO : Epoch 1832 | loss: 0.030961 | val_loss: 0.0313518 | Time: 3654.23 ms [2021-01-21 12:36:40 main:574] : INFO : Epoch 1833 | loss: 0.0309582 | val_loss: 0.0313245 | Time: 3659.79 ms [2021-01-21 12:36:44 main:574] : INFO : Epoch 1834 | loss: 0.0309683 | val_loss: 0.0313561 | Time: 3575.9 ms [2021-01-21 12:36:47 main:574] : INFO : Epoch 1835 | loss: 0.0309683 | val_loss: 0.0312987 | Time: 3681.63 ms [2021-01-21 12:36:51 main:574] : INFO : Epoch 1836 | loss: 0.0309859 | val_loss: 0.0313054 | Time: 3701.44 ms [2021-01-21 12:36:55 main:574] : INFO : Epoch 1837 | loss: 0.0309807 | val_loss: 0.0313358 | Time: 3749.37 ms [2021-01-21 12:36:59 main:574] : INFO : Epoch 1838 | loss: 0.0309713 | val_loss: 0.0313568 | Time: 3627.02 ms [2021-01-21 12:37:02 main:574] : INFO : Epoch 1839 | loss: 0.0309689 | val_loss: 0.0313301 | Time: 3601.91 ms [2021-01-21 12:37:06 main:574] : INFO : Epoch 1840 | loss: 0.0309708 | val_loss: 0.0312958 | Time: 3596.22 ms [2021-01-21 12:37:10 main:574] : INFO : Epoch 1841 | loss: 0.0309691 | val_loss: 0.0312917 | Time: 3635.46 ms [2021-01-21 12:37:13 main:574] : INFO : Epoch 1842 | loss: 0.0309697 | val_loss: 0.0313575 | Time: 3486.14 ms [2021-01-21 12:37:17 main:574] : INFO : Epoch 1843 | loss: 0.030963 | val_loss: 0.0313633 | Time: 3570.11 ms [2021-01-21 12:37:21 main:574] : INFO : Epoch 1844 | loss: 0.0309736 | val_loss: 0.0313316 | Time: 3638.98 ms [2021-01-21 12:37:24 main:574] : INFO : Epoch 1845 | loss: 0.0309704 | val_loss: 0.0313324 | Time: 3592.91 ms [2021-01-21 12:37:28 main:574] : INFO : Epoch 1846 | loss: 0.0309643 | val_loss: 0.0313513 | Time: 3627.78 ms [2021-01-21 12:37:31 main:574] : INFO : Epoch 1847 | loss: 0.0309694 | val_loss: 0.0313242 | Time: 3539.66 ms [2021-01-21 12:37:35 main:574] : INFO : Epoch 1848 | loss: 0.0309671 | val_loss: 0.0313407 | Time: 3586.11 ms [2021-01-21 12:37:39 main:574] : INFO : Epoch 1849 | loss: 0.0309673 | val_loss: 0.0313687 | Time: 3526.57 ms [2021-01-21 12:37:42 main:574] : INFO : Epoch 1850 | loss: 0.0309611 | val_loss: 0.0313192 | Time: 3602 ms [2021-01-21 12:37:46 main:574] : INFO : Epoch 1851 | loss: 0.0309635 | val_loss: 0.0313342 | Time: 3626.26 ms [2021-01-21 12:37:50 main:574] : INFO : Epoch 1852 | loss: 0.0309717 | val_loss: 0.0313633 | Time: 3594.72 ms [2021-01-21 12:37:53 main:574] : INFO : Epoch 1853 | loss: 0.0309671 | val_loss: 0.0313387 | Time: 3685.12 ms [2021-01-21 12:37:57 main:574] : INFO : Epoch 1854 | loss: 0.0309753 | val_loss: 0.0313433 | Time: 3670.79 ms [2021-01-21 12:38:01 main:574] : INFO : Epoch 1855 | loss: 0.0309814 | val_loss: 0.0313379 | Time: 3623.77 ms [2021-01-21 12:38:04 main:574] : INFO : Epoch 1856 | loss: 0.0309719 | val_loss: 0.0313421 | Time: 3532.37 ms [2021-01-21 12:38:08 main:574] : INFO : Epoch 1857 | loss: 0.030977 | val_loss: 0.0313258 | Time: 3586.4 ms [2021-01-21 12:38:12 main:574] : INFO : Epoch 1858 | loss: 0.0309653 | val_loss: 0.0313357 | Time: 3662.78 ms [2021-01-21 12:38:16 main:574] : INFO : Epoch 1859 | loss: 0.0309606 | val_loss: 0.0313197 | Time: 3648.57 ms [2021-01-21 12:38:19 main:574] : INFO : Epoch 1860 | loss: 0.0309681 | val_loss: 0.031337 | Time: 3544.75 ms [2021-01-21 12:38:23 main:574] : INFO : Epoch 1861 | loss: 0.0309676 | val_loss: 0.0313306 | Time: 3645.48 ms [2021-01-21 12:38:27 main:574] : INFO : Epoch 1862 | loss: 0.0309631 | val_loss: 0.0313323 | Time: 3592.69 ms [2021-01-21 12:38:30 main:574] : INFO : Epoch 1863 | loss: 0.0309634 | val_loss: 0.0313224 | Time: 3617.32 ms [2021-01-21 12:38:34 main:574] : INFO : Epoch 1864 | loss: 0.0309658 | val_loss: 0.0313486 | Time: 3646.85 ms [2021-01-21 12:38:38 main:574] : INFO : Epoch 1865 | loss: 0.0309754 | val_loss: 0.0313422 | Time: 3649.4 ms [2021-01-21 12:38:41 main:574] : INFO : Epoch 1866 | loss: 0.0309649 | val_loss: 0.0313361 | Time: 3583.59 ms [2021-01-21 12:38:45 main:574] : INFO : Epoch 1867 | loss: 0.0309625 | val_loss: 0.0313284 | Time: 3540.68 ms [2021-01-21 12:38:49 main:574] : INFO : Epoch 1868 | loss: 0.0309652 | val_loss: 0.0313127 | Time: 3709.11 ms [2021-01-21 12:38:52 main:574] : INFO : Epoch 1869 | loss: 0.0309731 | val_loss: 0.0313213 | Time: 3616.68 ms [2021-01-21 12:38:56 main:574] : INFO : Epoch 1870 | loss: 0.030966 | val_loss: 0.0313358 | Time: 3615.43 ms [2021-01-21 12:39:00 main:574] : INFO : Epoch 1871 | loss: 0.0309724 | val_loss: 0.0313145 | Time: 3659.48 ms [2021-01-21 12:39:03 main:574] : INFO : Epoch 1872 | loss: 0.0309711 | val_loss: 0.0313242 | Time: 3595.35 ms [2021-01-21 12:39:07 main:574] : INFO : Epoch 1873 | loss: 0.0309838 | val_loss: 0.0313102 | Time: 3777.13 ms [2021-01-21 12:39:11 main:574] : INFO : Epoch 1874 | loss: 0.0309763 | val_loss: 0.0313471 | Time: 3695.83 ms [2021-01-21 12:39:15 main:574] : INFO : Epoch 1875 | loss: 0.0309639 | val_loss: 0.0313268 | Time: 3687.96 ms [2021-01-21 12:39:18 main:574] : INFO : Epoch 1876 | loss: 0.0309649 | val_loss: 0.0313336 | Time: 3627.12 ms [2021-01-21 12:39:22 main:574] : INFO : Epoch 1877 | loss: 0.0309734 | val_loss: 0.0313087 | Time: 3697.99 ms [2021-01-21 12:39:26 main:574] : INFO : Epoch 1878 | loss: 0.030975 | val_loss: 0.0313053 | Time: 3634.17 ms [2021-01-21 12:39:29 main:574] : INFO : Epoch 1879 | loss: 0.0309728 | val_loss: 0.0313235 | Time: 3622.39 ms [2021-01-21 12:39:33 main:574] : INFO : Epoch 1880 | loss: 0.0309699 | val_loss: 0.0313127 | Time: 3577.6 ms [2021-01-21 12:39:37 main:574] : INFO : Epoch 1881 | loss: 0.030974 | val_loss: 0.0313167 | Time: 3770 ms [2021-01-21 12:39:41 main:574] : INFO : Epoch 1882 | loss: 0.0309685 | val_loss: 0.0313211 | Time: 3657.38 ms [2021-01-21 12:39:44 main:574] : INFO : Epoch 1883 | loss: 0.0309773 | val_loss: 0.0313473 | Time: 3736.18 ms [2021-01-21 12:39:48 main:574] : INFO : Epoch 1884 | loss: 0.0309838 | val_loss: 0.0312907 | Time: 3565.16 ms [2021-01-21 12:39:52 main:574] : INFO : Epoch 1885 | loss: 0.030978 | val_loss: 0.031312 | Time: 3614.77 ms [2021-01-21 12:39:55 main:574] : INFO : Epoch 1886 | loss: 0.0309814 | val_loss: 0.0312845 | Time: 3663.8 ms [2021-01-21 12:39:59 main:574] : INFO : Epoch 1887 | loss: 0.0309795 | val_loss: 0.0313171 | Time: 3470.01 ms [2021-01-21 12:40:02 main:574] : INFO : Epoch 1888 | loss: 0.0309703 | val_loss: 0.0313223 | Time: 3470.85 ms [2021-01-21 12:40:06 main:574] : INFO : Epoch 1889 | loss: 0.0309656 | val_loss: 0.0313105 | Time: 3623.13 ms [2021-01-21 12:40:10 main:574] : INFO : Epoch 1890 | loss: 0.0309645 | val_loss: 0.0313302 | Time: 3516.61 ms [2021-01-21 12:40:13 main:574] : INFO : Epoch 1891 | loss: 0.0309711 | val_loss: 0.0313298 | Time: 3703.35 ms [2021-01-21 12:40:17 main:574] : INFO : Epoch 1892 | loss: 0.0309619 | val_loss: 0.0313272 | Time: 3659 ms [2021-01-21 12:40:21 main:574] : INFO : Epoch 1893 | loss: 0.0309675 | val_loss: 0.0313187 | Time: 3600.73 ms [2021-01-21 12:40:24 main:574] : INFO : Epoch 1894 | loss: 0.030968 | val_loss: 0.0313112 | Time: 3578.82 ms [2021-01-21 12:40:28 main:574] : INFO : Epoch 1895 | loss: 0.0309712 | val_loss: 0.0313071 | Time: 3578.29 ms [2021-01-21 12:40:32 main:574] : INFO : Epoch 1896 | loss: 0.0309704 | val_loss: 0.0313239 | Time: 3522.91 ms [2021-01-21 12:40:35 main:574] : INFO : Epoch 1897 | loss: 0.0309699 | val_loss: 0.0313482 | Time: 3639.67 ms [2021-01-21 12:40:39 main:574] : INFO : Epoch 1898 | loss: 0.0309755 | val_loss: 0.0313288 | Time: 3565.77 ms [2021-01-21 12:40:43 main:574] : INFO : Epoch 1899 | loss: 0.0309674 | val_loss: 0.0313399 | Time: 3591.69 ms [2021-01-21 12:40:46 main:574] : INFO : Epoch 1900 | loss: 0.0309642 | val_loss: 0.0313288 | Time: 3581.79 ms [2021-01-21 12:40:50 main:574] : INFO : Epoch 1901 | loss: 0.0309719 | val_loss: 0.0313122 | Time: 3570.08 ms [2021-01-21 12:40:54 main:574] : INFO : Epoch 1902 | loss: 0.0310071 | val_loss: 0.0313073 | Time: 3650.42 ms [2021-01-21 12:40:57 main:574] : INFO : Epoch 1903 | loss: 0.0309778 | val_loss: 0.0313108 | Time: 3461.05 ms [2021-01-21 12:41:01 main:574] : INFO : Epoch 1904 | loss: 0.0309662 | val_loss: 0.031334 | Time: 3676.55 ms [2021-01-21 12:41:05 main:574] : INFO : Epoch 1905 | loss: 0.0309706 | val_loss: 0.0313486 | Time: 3669.76 ms [2021-01-21 12:41:09 main:574] : INFO : Epoch 1906 | loss: 0.0309704 | val_loss: 0.0313348 | Time: 3682.8 ms [2021-01-21 12:41:12 main:574] : INFO : Epoch 1907 | loss: 0.0309694 | val_loss: 0.0313438 | Time: 3613.94 ms [2021-01-21 12:41:16 main:574] : INFO : Epoch 1908 | loss: 0.0309661 | val_loss: 0.0313463 | Time: 3537.78 ms [2021-01-21 12:41:19 main:574] : INFO : Epoch 1909 | loss: 0.0309689 | val_loss: 0.0313386 | Time: 3586.95 ms [2021-01-21 12:41:23 main:574] : INFO : Epoch 1910 | loss: 0.0309759 | val_loss: 0.0313478 | Time: 3568.51 ms [2021-01-21 12:41:27 main:574] : INFO : Epoch 1911 | loss: 0.0309692 | val_loss: 0.0313282 | Time: 3588.87 ms [2021-01-21 12:41:30 main:574] : INFO : Epoch 1912 | loss: 0.0309667 | val_loss: 0.0313224 | Time: 3698.83 ms [2021-01-21 12:41:34 main:574] : INFO : Epoch 1913 | loss: 0.0309636 | val_loss: 0.031332 | Time: 3625.57 ms [2021-01-21 12:41:38 main:574] : INFO : Epoch 1914 | loss: 0.0309698 | val_loss: 0.0313318 | Time: 3673.26 ms [2021-01-21 12:41:42 main:574] : INFO : Epoch 1915 | loss: 0.0309779 | val_loss: 0.0313112 | Time: 3696.25 ms [2021-01-21 12:41:45 main:574] : INFO : Epoch 1916 | loss: 0.0309949 | val_loss: 0.0313075 | Time: 3691.18 ms [2021-01-21 12:41:49 main:574] : INFO : Epoch 1917 | loss: 0.0309736 | val_loss: 0.031337 | Time: 3522.09 ms [2021-01-21 12:41:53 main:574] : INFO : Epoch 1918 | loss: 0.0309623 | val_loss: 0.0313411 | Time: 3542.47 ms [2021-01-21 12:41:56 main:574] : INFO : Epoch 1919 | loss: 0.0309671 | val_loss: 0.0313181 | Time: 3707.12 ms [2021-01-21 12:42:00 main:574] : INFO : Epoch 1920 | loss: 0.0309834 | val_loss: 0.0313101 | Time: 3705.25 ms [2021-01-21 12:42:04 main:574] : INFO : Epoch 1921 | loss: 0.0309792 | val_loss: 0.0312849 | Time: 3679.2 ms [2021-01-21 12:42:07 main:574] : INFO : Epoch 1922 | loss: 0.0309677 | val_loss: 0.0313195 | Time: 3566.5 ms [2021-01-21 12:42:11 main:574] : INFO : Epoch 1923 | loss: 0.030986 | val_loss: 0.0312987 | Time: 3627.32 ms [2021-01-21 12:42:15 main:574] : INFO : Epoch 1924 | loss: 0.0310602 | val_loss: 0.0312654 | Time: 3618.88 ms [2021-01-21 12:42:18 main:574] : INFO : Epoch 1925 | loss: 0.0319433 | val_loss: 0.0339433 | Time: 3633.31 ms [2021-01-21 12:42:22 main:574] : INFO : Epoch 1926 | loss: 0.0317425 | val_loss: 0.0313389 | Time: 3788.64 ms [2021-01-21 12:42:26 main:574] : INFO : Epoch 1927 | loss: 0.0312314 | val_loss: 0.0312218 | Time: 3517.86 ms [2021-01-21 12:42:30 main:574] : INFO : Epoch 1928 | loss: 0.0311429 | val_loss: 0.0311966 | Time: 3666.89 ms [2021-01-21 12:42:33 main:574] : INFO : Epoch 1929 | loss: 0.0311032 | val_loss: 0.0312073 | Time: 3694.14 ms [2021-01-21 12:42:37 main:574] : INFO : Epoch 1930 | loss: 0.0310732 | val_loss: 0.0312262 | Time: 3476.1 ms [2021-01-21 12:42:41 main:574] : INFO : Epoch 1931 | loss: 0.0310463 | val_loss: 0.0312605 | Time: 3632.12 ms [2021-01-21 12:42:44 main:574] : INFO : Epoch 1932 | loss: 0.0310221 | val_loss: 0.0312705 | Time: 3729.97 ms [2021-01-21 12:42:48 main:574] : INFO : Epoch 1933 | loss: 0.0310046 | val_loss: 0.0312743 | Time: 3650.77 ms [2021-01-21 12:42:52 main:574] : INFO : Epoch 1934 | loss: 0.0309997 | val_loss: 0.0313081 | Time: 3468.17 ms [2021-01-21 12:42:55 main:574] : INFO : Epoch 1935 | loss: 0.0309934 | val_loss: 0.0313286 | Time: 3607.35 ms [2021-01-21 12:42:59 main:574] : INFO : Epoch 1936 | loss: 0.0309851 | val_loss: 0.0313017 | Time: 3603.96 ms [2021-01-21 12:43:03 main:574] : INFO : Epoch 1937 | loss: 0.0309714 | val_loss: 0.0313146 | Time: 3592.59 ms [2021-01-21 12:43:06 main:574] : INFO : Epoch 1938 | loss: 0.0309649 | val_loss: 0.0313094 | Time: 3535.91 ms [2021-01-21 12:43:10 main:574] : INFO : Epoch 1939 | loss: 0.0309794 | val_loss: 0.0313247 | Time: 3597.6 ms [2021-01-21 12:43:13 main:574] : INFO : Epoch 1940 | loss: 0.0309819 | val_loss: 0.0313135 | Time: 3517.94 ms [2021-01-21 12:43:17 main:574] : INFO : Epoch 1941 | loss: 0.0309731 | val_loss: 0.0313104 | Time: 3635.55 ms [2021-01-21 12:43:21 main:574] : INFO : Epoch 1942 | loss: 0.0309715 | val_loss: 0.0313264 | Time: 3550.49 ms [2021-01-21 12:43:24 main:574] : INFO : Epoch 1943 | loss: 0.0309645 | val_loss: 0.0312967 | Time: 3659.45 ms [2021-01-21 12:43:28 main:574] : INFO : Epoch 1944 | loss: 0.0309665 | val_loss: 0.0313208 | Time: 3674.06 ms [2021-01-21 12:43:32 main:574] : INFO : Epoch 1945 | loss: 0.0309616 | val_loss: 0.0313259 | Time: 3635.1 ms [2021-01-21 12:43:35 main:574] : INFO : Epoch 1946 | loss: 0.0309622 | val_loss: 0.0313081 | Time: 3540.03 ms [2021-01-21 12:43:39 main:574] : INFO : Epoch 1947 | loss: 0.0309697 | val_loss: 0.0313212 | Time: 3558 ms [2021-01-21 12:43:43 main:574] : INFO : Epoch 1948 | loss: 0.030963 | val_loss: 0.0313356 | Time: 3543.13 ms [2021-01-21 12:43:46 main:574] : INFO : Epoch 1949 | loss: 0.030965 | val_loss: 0.0313171 | Time: 3559.06 ms [2021-01-21 12:43:50 main:574] : INFO : Epoch 1950 | loss: 0.0309737 | val_loss: 0.0313137 | Time: 3552.33 ms [2021-01-21 12:43:54 main:574] : INFO : Epoch 1951 | loss: 0.0309645 | val_loss: 0.0313431 | Time: 3592.06 ms [2021-01-21 12:43:57 main:574] : INFO : Epoch 1952 | loss: 0.0309697 | val_loss: 0.0313269 | Time: 3638 ms [2021-01-21 12:44:01 main:574] : INFO : Epoch 1953 | loss: 0.030979 | val_loss: 0.0313344 | Time: 3644.56 ms [2021-01-21 12:44:05 main:574] : INFO : Epoch 1954 | loss: 0.0309698 | val_loss: 0.0313147 | Time: 3569.69 ms [2021-01-21 12:44:08 main:574] : INFO : Epoch 1955 | loss: 0.0309761 | val_loss: 0.0313001 | Time: 3697 ms [2021-01-21 12:44:12 main:574] : INFO : Epoch 1956 | loss: 0.0309782 | val_loss: 0.0313102 | Time: 3535.58 ms [2021-01-21 12:44:16 main:574] : INFO : Epoch 1957 | loss: 0.0309703 | val_loss: 0.0313026 | Time: 3571.55 ms [2021-01-21 12:44:19 main:574] : INFO : Epoch 1958 | loss: 0.0309648 | val_loss: 0.0313334 | Time: 3596.78 ms [2021-01-21 12:44:23 main:574] : INFO : Epoch 1959 | loss: 0.0309618 | val_loss: 0.0313331 | Time: 3540.24 ms [2021-01-21 12:44:27 main:574] : INFO : Epoch 1960 | loss: 0.0309689 | val_loss: 0.0312958 | Time: 3580.19 ms [2021-01-21 12:44:30 main:574] : INFO : Epoch 1961 | loss: 0.0309677 | val_loss: 0.0313153 | Time: 3632.13 ms [2021-01-21 12:44:34 main:574] : INFO : Epoch 1962 | loss: 0.0309659 | val_loss: 0.0313431 | Time: 3644.78 ms [2021-01-21 12:44:38 main:574] : INFO : Epoch 1963 | loss: 0.030969 | val_loss: 0.0313289 | Time: 3536.96 ms [2021-01-21 12:44:41 main:574] : INFO : Epoch 1964 | loss: 0.0309765 | val_loss: 0.0313043 | Time: 3526.92 ms [2021-01-21 12:44:45 main:574] : INFO : Epoch 1965 | loss: 0.0309717 | val_loss: 0.0313192 | Time: 3784.21 ms [2021-01-21 12:44:49 main:574] : INFO : Epoch 1966 | loss: 0.0309672 | val_loss: 0.0313233 | Time: 3571.33 ms [2021-01-21 12:44:52 main:574] : INFO : Epoch 1967 | loss: 0.0309741 | val_loss: 0.0313292 | Time: 3661.2 ms [2021-01-21 12:44:56 main:574] : INFO : Epoch 1968 | loss: 0.0309739 | val_loss: 0.0313372 | Time: 3664 ms [2021-01-21 12:45:00 main:574] : INFO : Epoch 1969 | loss: 0.0309712 | val_loss: 0.0313566 | Time: 3542.13 ms [2021-01-21 12:45:03 main:574] : INFO : Epoch 1970 | loss: 0.0309822 | val_loss: 0.0313071 | Time: 3480.86 ms [2021-01-21 12:45:07 main:574] : INFO : Epoch 1971 | loss: 0.0309739 | val_loss: 0.0313222 | Time: 3542.28 ms [2021-01-21 12:45:10 main:574] : INFO : Epoch 1972 | loss: 0.0309639 | val_loss: 0.0313188 | Time: 3518.74 ms [2021-01-21 12:45:14 main:574] : INFO : Epoch 1973 | loss: 0.0309693 | val_loss: 0.0313226 | Time: 3637.1 ms [2021-01-21 12:45:18 main:574] : INFO : Epoch 1974 | loss: 0.0309733 | val_loss: 0.0313114 | Time: 3515.64 ms [2021-01-21 12:45:21 main:574] : INFO : Epoch 1975 | loss: 0.0309884 | val_loss: 0.0312747 | Time: 3554.18 ms [2021-01-21 12:45:25 main:574] : INFO : Epoch 1976 | loss: 0.0309745 | val_loss: 0.0313327 | Time: 3731.58 ms [2021-01-21 12:45:29 main:574] : INFO : Epoch 1977 | loss: 0.0309684 | val_loss: 0.0313178 | Time: 3669.82 ms [2021-01-21 12:45:32 main:574] : INFO : Epoch 1978 | loss: 0.0309695 | val_loss: 0.0313064 | Time: 3539.2 ms [2021-01-21 12:45:36 main:574] : INFO : Epoch 1979 | loss: 0.0309685 | val_loss: 0.0313428 | Time: 3506.92 ms [2021-01-21 12:45:40 main:574] : INFO : Epoch 1980 | loss: 0.0309655 | val_loss: 0.0313162 | Time: 3699.62 ms [2021-01-21 12:45:43 main:574] : INFO : Epoch 1981 | loss: 0.0309614 | val_loss: 0.0312973 | Time: 3655.69 ms [2021-01-21 12:45:47 main:574] : INFO : Epoch 1982 | loss: 0.0309718 | val_loss: 0.0313357 | Time: 3685.68 ms [2021-01-21 12:45:51 main:574] : INFO : Epoch 1983 | loss: 0.0309683 | val_loss: 0.031339 | Time: 3571 ms [2021-01-21 12:45:55 main:574] : INFO : Epoch 1984 | loss: 0.0309673 | val_loss: 0.0313331 | Time: 3694.46 ms [2021-01-21 12:45:58 main:574] : INFO : Epoch 1985 | loss: 0.0309637 | val_loss: 0.0313376 | Time: 3568.97 ms [2021-01-21 12:46:02 main:574] : INFO : Epoch 1986 | loss: 0.0309688 | val_loss: 0.0313224 | Time: 3555.57 ms [2021-01-21 12:46:05 main:574] : INFO : Epoch 1987 | loss: 0.030969 | val_loss: 0.0313371 | Time: 3519.11 ms [2021-01-21 12:46:09 main:574] : INFO : Epoch 1988 | loss: 0.0309687 | val_loss: 0.0313218 | Time: 3559.92 ms [2021-01-21 12:46:13 main:574] : INFO : Epoch 1989 | loss: 0.0309588 | val_loss: 0.031325 | Time: 3755.44 ms [2021-01-21 12:46:17 main:574] : INFO : Epoch 1990 | loss: 0.0309628 | val_loss: 0.0313475 | Time: 3619.57 ms [2021-01-21 12:46:20 main:574] : INFO : Epoch 1991 | loss: 0.0309705 | val_loss: 0.0313272 | Time: 3598.52 ms [2021-01-21 12:46:24 main:574] : INFO : Epoch 1992 | loss: 0.0309786 | val_loss: 0.0313236 | Time: 3566.21 ms [2021-01-21 12:46:28 main:574] : INFO : Epoch 1993 | loss: 0.0309779 | val_loss: 0.031311 | Time: 3616.87 ms [2021-01-21 12:46:31 main:574] : INFO : Epoch 1994 | loss: 0.0309724 | val_loss: 0.0313548 | Time: 3647.09 ms [2021-01-21 12:46:35 main:574] : INFO : Epoch 1995 | loss: 0.03097 | val_loss: 0.0313289 | Time: 3698.14 ms [2021-01-21 12:46:39 main:574] : INFO : Epoch 1996 | loss: 0.0309715 | val_loss: 0.0313067 | Time: 3527.26 ms [2021-01-21 12:46:42 main:574] : INFO : Epoch 1997 | loss: 0.030964 | val_loss: 0.0313201 | Time: 3659.77 ms [2021-01-21 12:46:46 main:574] : INFO : Epoch 1998 | loss: 0.0309659 | val_loss: 0.0313259 | Time: 3606.95 ms [2021-01-21 12:46:50 main:574] : INFO : Epoch 1999 | loss: 0.0309712 | val_loss: 0.0313086 | Time: 3586.05 ms [2021-01-21 12:46:54 main:574] : INFO : Epoch 2000 | loss: 0.0309705 | val_loss: 0.0312678 | Time: 3739.72 ms [2021-01-21 12:46:57 main:574] : INFO : Epoch 2001 | loss: 0.0309781 | val_loss: 0.0313064 | Time: 3555.99 ms [2021-01-21 12:47:01 main:574] : INFO : Epoch 2002 | loss: 0.0309702 | val_loss: 0.0313488 | Time: 3576.48 ms [2021-01-21 12:47:05 main:574] : INFO : Epoch 2003 | loss: 0.0309667 | val_loss: 0.0312944 | Time: 3548.26 ms [2021-01-21 12:47:08 main:574] : INFO : Epoch 2004 | loss: 0.0309704 | val_loss: 0.0313164 | Time: 3625.07 ms [2021-01-21 12:47:12 main:574] : INFO : Epoch 2005 | loss: 0.0309756 | val_loss: 0.0313001 | Time: 3518.14 ms [2021-01-21 12:47:16 main:574] : INFO : Epoch 2006 | loss: 0.0309736 | val_loss: 0.031341 | Time: 3714.16 ms [2021-01-21 12:47:19 main:574] : INFO : Epoch 2007 | loss: 0.0309716 | val_loss: 0.0312923 | Time: 3664.3 ms [2021-01-21 12:47:23 main:574] : INFO : Epoch 2008 | loss: 0.0309868 | val_loss: 0.0313394 | Time: 3571.91 ms [2021-01-21 12:47:27 main:574] : INFO : Epoch 2009 | loss: 0.0309749 | val_loss: 0.0313044 | Time: 3510.23 ms [2021-01-21 12:47:30 main:574] : INFO : Epoch 2010 | loss: 0.0309826 | val_loss: 0.0313469 | Time: 3575.91 ms [2021-01-21 12:47:34 main:574] : INFO : Epoch 2011 | loss: 0.0309746 | val_loss: 0.0313344 | Time: 3550.68 ms [2021-01-21 12:47:38 main:574] : INFO : Epoch 2012 | loss: 0.030978 | val_loss: 0.0313009 | Time: 3648.62 ms [2021-01-21 12:47:41 main:574] : INFO : Epoch 2013 | loss: 0.0309835 | val_loss: 0.0313378 | Time: 3437.29 ms [2021-01-21 12:47:45 main:574] : INFO : Epoch 2014 | loss: 0.0309714 | val_loss: 0.031336 | Time: 3608.81 ms [2021-01-21 12:47:48 main:574] : INFO : Epoch 2015 | loss: 0.0309675 | val_loss: 0.0313323 | Time: 3609.99 ms [2021-01-21 12:47:52 main:574] : INFO : Epoch 2016 | loss: 0.0309609 | val_loss: 0.0313255 | Time: 3640.88 ms [2021-01-21 12:47:56 main:574] : INFO : Epoch 2017 | loss: 0.0309698 | val_loss: 0.0313569 | Time: 3652.03 ms [2021-01-21 12:47:59 main:574] : INFO : Epoch 2018 | loss: 0.0309623 | val_loss: 0.0313754 | Time: 3683.53 ms [2021-01-21 12:48:03 main:574] : INFO : Epoch 2019 | loss: 0.0309685 | val_loss: 0.0313476 | Time: 3545.32 ms [2021-01-21 12:48:07 main:574] : INFO : Epoch 2020 | loss: 0.0309655 | val_loss: 0.0313082 | Time: 3485.81 ms [2021-01-21 12:48:10 main:574] : INFO : Epoch 2021 | loss: 0.0309657 | val_loss: 0.0313418 | Time: 3601.73 ms [2021-01-21 12:48:14 main:574] : INFO : Epoch 2022 | loss: 0.0309661 | val_loss: 0.0313598 | Time: 3561.11 ms [2021-01-21 12:48:18 main:574] : INFO : Epoch 2023 | loss: 0.0309602 | val_loss: 0.0313292 | Time: 3619.68 ms [2021-01-21 12:48:21 main:574] : INFO : Epoch 2024 | loss: 0.0309669 | val_loss: 0.0313185 | Time: 3561.16 ms [2021-01-21 12:48:25 main:574] : INFO : Epoch 2025 | loss: 0.0309726 | val_loss: 0.0313269 | Time: 3549.61 ms [2021-01-21 12:48:29 main:574] : INFO : Epoch 2026 | loss: 0.0309724 | val_loss: 0.0313354 | Time: 3721.78 ms [2021-01-21 12:48:32 main:574] : INFO : Epoch 2027 | loss: 0.0309777 | val_loss: 0.0313321 | Time: 3520.27 ms [2021-01-21 12:48:36 main:574] : INFO : Epoch 2028 | loss: 0.0309696 | val_loss: 0.0313392 | Time: 3631.35 ms [2021-01-21 12:48:40 main:574] : INFO : Epoch 2029 | loss: 0.03097 | val_loss: 0.0313152 | Time: 3632.65 ms [2021-01-21 12:48:43 main:574] : INFO : Epoch 2030 | loss: 0.0309661 | val_loss: 0.0313229 | Time: 3562.79 ms [2021-01-21 12:48:47 main:574] : INFO : Epoch 2031 | loss: 0.0309661 | val_loss: 0.0313323 | Time: 3568.12 ms [2021-01-21 12:48:51 main:574] : INFO : Epoch 2032 | loss: 0.0309695 | val_loss: 0.0313205 | Time: 3569.17 ms [2021-01-21 12:48:54 main:574] : INFO : Epoch 2033 | loss: 0.0309642 | val_loss: 0.0313453 | Time: 3648.23 ms [2021-01-21 12:48:58 main:574] : INFO : Epoch 2034 | loss: 0.0309612 | val_loss: 0.0313535 | Time: 3573.31 ms [2021-01-21 12:49:02 main:574] : INFO : Epoch 2035 | loss: 0.0309632 | val_loss: 0.0313488 | Time: 3725.74 ms [2021-01-21 12:49:05 main:574] : INFO : Epoch 2036 | loss: 0.030971 | val_loss: 0.0313272 | Time: 3632.77 ms [2021-01-21 12:49:09 main:574] : INFO : Epoch 2037 | loss: 0.0309709 | val_loss: 0.0313159 | Time: 3648.15 ms [2021-01-21 12:49:13 main:574] : INFO : Epoch 2038 | loss: 0.0309737 | val_loss: 0.0313078 | Time: 3706.17 ms [2021-01-21 12:49:16 main:574] : INFO : Epoch 2039 | loss: 0.0309742 | val_loss: 0.0313029 | Time: 3647.17 ms [2021-01-21 12:49:20 main:574] : INFO : Epoch 2040 | loss: 0.0309754 | val_loss: 0.0313411 | Time: 3656.83 ms [2021-01-21 12:49:24 main:574] : INFO : Epoch 2041 | loss: 0.0309684 | val_loss: 0.0313452 | Time: 3643.74 ms [2021-01-21 12:49:28 main:574] : INFO : Epoch 2042 | loss: 0.0309695 | val_loss: 0.0313377 | Time: 3614.9 ms [2021-01-21 12:49:31 main:574] : INFO : Epoch 2043 | loss: 0.0309695 | val_loss: 0.0313302 | Time: 3468.84 ms [2021-01-21 12:49:35 main:574] : INFO : Epoch 2044 | loss: 0.030967 | val_loss: 0.0313011 | Time: 3561.82 ms [2021-01-21 12:49:38 main:574] : INFO : Epoch 2045 | loss: 0.0309701 | val_loss: 0.0313274 | Time: 3637.79 ms [2021-01-21 12:49:42 main:574] : INFO : Epoch 2046 | loss: 0.0309722 | val_loss: 0.0313225 | Time: 3577.16 ms [2021-01-21 12:49:46 main:574] : INFO : Epoch 2047 | loss: 0.0309767 | val_loss: 0.0313285 | Time: 3616.22 ms [2021-01-21 12:49:49 main:574] : INFO : Epoch 2048 | loss: 0.0309752 | val_loss: 0.0313203 | Time: 3601.82 ms [2021-01-21 12:49:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313203 [2021-01-21 12:49:49 main:603] : INFO : Saving end state to config to file [2021-01-21 12:49:50 main:608] : INFO : Success, exiting.. 12:49:50 (288): 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)