Task 12971881
| Name | ParityModified-1647048648-23167-0_0 |
| Workunit | 10103729 |
| Created | 12 Mar 2022, 1:30:50 UTC |
| Sent | 19 Mar 2022, 3:15:24 UTC |
| Report deadline | 27 Mar 2022, 3:15:24 UTC |
| Received | 26 Mar 2022, 21:56:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13874 |
| Run time | 4 hours 12 min |
| CPU time | 4 hours 3 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,492.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310841 | val_loss: 0.0312404 | Time: 4674.91 ms
[2022-03-26 15:55:43 main:574] : INFO : Epoch 1543 | loss: 0.0310831 | val_loss: 0.0312209 | Time: 4804.75 ms
[2022-03-26 15:55:48 main:574] : INFO : Epoch 1544 | loss: 0.0310818 | val_loss: 0.0312224 | Time: 5079.11 ms
[2022-03-26 15:55:53 main:574] : INFO : Epoch 1545 | loss: 0.0310822 | val_loss: 0.0312213 | Time: 5100.75 ms
[2022-03-26 15:55:58 main:574] : INFO : Epoch 1546 | loss: 0.031083 | val_loss: 0.0312157 | Time: 4445.8 ms
[2022-03-26 15:56:02 main:574] : INFO : Epoch 1547 | loss: 0.0310864 | val_loss: 0.0312293 | Time: 4011.26 ms
[2022-03-26 15:56:06 main:574] : INFO : Epoch 1548 | loss: 0.0310821 | val_loss: 0.03122 | Time: 4135.96 ms
[2022-03-26 15:56:10 main:574] : INFO : Epoch 1549 | loss: 0.0310783 | val_loss: 0.0312432 | Time: 4158.67 ms
[2022-03-26 15:56:14 main:574] : INFO : Epoch 1550 | loss: 0.0310755 | val_loss: 0.0312342 | Time: 4065.27 ms
[2022-03-26 15:56:18 main:574] : INFO : Epoch 1551 | loss: 0.0310754 | val_loss: 0.0312364 | Time: 4040.29 ms
[2022-03-26 15:56:22 main:574] : INFO : Epoch 1552 | loss: 0.0310766 | val_loss: 0.031231 | Time: 4117.45 ms
[2022-03-26 15:56:27 main:574] : INFO : Epoch 1553 | loss: 0.0310823 | val_loss: 0.0312314 | Time: 4108.42 ms
[2022-03-26 15:56:31 main:574] : INFO : Epoch 1554 | loss: 0.0310865 | val_loss: 0.0312163 | Time: 4105.5 ms
[2022-03-26 15:56:35 main:574] : INFO : Epoch 1555 | loss: 0.0310886 | val_loss: 0.0312329 | Time: 4149.19 ms
[2022-03-26 15:56:39 main:574] : INFO : Epoch 1556 | loss: 0.0310806 | val_loss: 0.0312416 | Time: 4136.34 ms
[2022-03-26 15:56:43 main:574] : INFO : Epoch 1557 | loss: 0.0310803 | val_loss: 0.0312356 | Time: 4166.29 ms
[2022-03-26 15:56:47 main:574] : INFO : Epoch 1558 | loss: 0.0310872 | val_loss: 0.0312189 | Time: 4133.31 ms
[2022-03-26 15:56:51 main:574] : INFO : Epoch 1559 | loss: 0.0310842 | val_loss: 0.0312292 | Time: 4106.24 ms
[2022-03-26 15:56:55 main:574] : INFO : Epoch 1560 | loss: 0.0310783 | val_loss: 0.0312205 | Time: 4036.88 ms
[2022-03-26 15:57:00 main:574] : INFO : Epoch 1561 | loss: 0.0310799 | val_loss: 0.0312205 | Time: 4461.66 ms
[2022-03-26 15:57:04 main:574] : INFO : Epoch 1562 | loss: 0.0310781 | val_loss: 0.0312188 | Time: 4507.29 ms
[2022-03-26 15:57:09 main:574] : INFO : Epoch 1563 | loss: 0.0310752 | val_loss: 0.0312428 | Time: 4207.67 ms
[2022-03-26 15:57:13 main:574] : INFO : Epoch 1564 | loss: 0.0310789 | val_loss: 0.0312259 | Time: 4081.64 ms
[2022-03-26 15:57:17 main:574] : INFO : Epoch 1565 | loss: 0.0310809 | val_loss: 0.0312054 | Time: 4212.24 ms
[2022-03-26 15:57:21 main:574] : INFO : Epoch 1566 | loss: 0.0310844 | val_loss: 0.031242 | Time: 3522.11 ms
[2022-03-26 15:57:26 main:574] : INFO : Epoch 1567 | loss: 0.0310818 | val_loss: 0.0312419 | Time: 4989.08 ms
[2022-03-26 15:57:32 main:574] : INFO : Epoch 1568 | loss: 0.0310796 | val_loss: 0.0312495 | Time: 6111.29 ms
[2022-03-26 15:57:37 main:574] : INFO : Epoch 1569 | loss: 0.0310821 | val_loss: 0.0312329 | Time: 5456.59 ms
[2022-03-26 15:57:41 main:574] : INFO : Epoch 1570 | loss: 0.031083 | val_loss: 0.0312215 | Time: 4131.07 ms
[2022-03-26 15:57:46 main:574] : INFO : Epoch 1571 | loss: 0.0310755 | val_loss: 0.0312111 | Time: 4298.61 ms
[2022-03-26 15:57:50 main:574] : INFO : Epoch 1572 | loss: 0.0310857 | val_loss: 0.0312392 | Time: 4091.64 ms
[2022-03-26 15:57:54 main:574] : INFO : Epoch 1573 | loss: 0.0310864 | val_loss: 0.0312312 | Time: 4203.62 ms
[2022-03-26 15:57:58 main:574] : INFO : Epoch 1574 | loss: 0.0310756 | val_loss: 0.0312284 | Time: 4157.93 ms
[2022-03-26 15:58:02 main:574] : INFO : Epoch 1575 | loss: 0.031076 | val_loss: 0.0312252 | Time: 4128.2 ms
[2022-03-26 15:58:06 main:574] : INFO : Epoch 1576 | loss: 0.0310812 | val_loss: 0.0312254 | Time: 4049.19 ms
[2022-03-26 15:58:10 main:574] : INFO : Epoch 1577 | loss: 0.0310922 | val_loss: 0.0312255 | Time: 4113.43 ms
[2022-03-26 15:58:14 main:574] : INFO : Epoch 1578 | loss: 0.0310908 | val_loss: 0.0312339 | Time: 4086.17 ms
[2022-03-26 15:58:18 main:574] : INFO : Epoch 1579 | loss: 0.0310808 | val_loss: 0.0312325 | Time: 4049.07 ms
[2022-03-26 15:58:23 main:574] : INFO : Epoch 1580 | loss: 0.031083 | val_loss: 0.0312277 | Time: 4169.19 ms
[2022-03-26 15:58:27 main:574] : INFO : Epoch 1581 | loss: 0.0310774 | val_loss: 0.0312531 | Time: 4196.05 ms
[2022-03-26 15:58:31 main:574] : INFO : Epoch 1582 | loss: 0.0310784 | val_loss: 0.0312581 | Time: 4199.95 ms
[2022-03-26 15:58:35 main:574] : INFO : Epoch 1583 | loss: 0.0310764 | val_loss: 0.0312184 | Time: 4112.7 ms
[2022-03-26 15:58:39 main:574] : INFO : Epoch 1584 | loss: 0.0310734 | val_loss: 0.0312108 | Time: 4139.99 ms
[2022-03-26 15:58:43 main:574] : INFO : Epoch 1585 | loss: 0.0311019 | val_loss: 0.031228 | Time: 3604.64 ms
[2022-03-26 15:58:47 main:574] : INFO : Epoch 1586 | loss: 0.0310906 | val_loss: 0.0312329 | Time: 4130.74 ms
[2022-03-26 15:58:51 main:574] : INFO : Epoch 1587 | loss: 0.0310777 | val_loss: 0.0312446 | Time: 4117.8 ms
[2022-03-26 15:58:56 main:574] : INFO : Epoch 1588 | loss: 0.0310753 | val_loss: 0.0312347 | Time: 4362.52 ms
[2022-03-26 15:59:00 main:574] : INFO : Epoch 1589 | loss: 0.0310789 | val_loss: 0.0312371 | Time: 4104.5 ms
[2022-03-26 15:59:06 main:574] : INFO : Epoch 1590 | loss: 0.0310855 | val_loss: 0.031218 | Time: 5906.76 ms
[2022-03-26 15:59:11 main:574] : INFO : Epoch 1591 | loss: 0.0310875 | val_loss: 0.0312242 | Time: 5446.84 ms
[2022-03-26 15:59:15 main:574] : INFO : Epoch 1592 | loss: 0.0310872 | val_loss: 0.0312218 | Time: 4023.21 ms
[2022-03-26 15:59:19 main:574] : INFO : Epoch 1593 | loss: 0.031085 | val_loss: 0.0312227 | Time: 4082.87 ms
[2022-03-26 15:59:24 main:574] : INFO : Epoch 1594 | loss: 0.0310923 | val_loss: 0.0312355 | Time: 4629.53 ms
[2022-03-26 15:59:28 main:574] : INFO : Epoch 1595 | loss: 0.0310844 | val_loss: 0.0312182 | Time: 4039.45 ms
[2022-03-26 15:59:32 main:574] : INFO : Epoch 1596 | loss: 0.0310808 | val_loss: 0.0312449 | Time: 4155.01 ms
[2022-03-26 15:59:36 main:574] : INFO : Epoch 1597 | loss: 0.031076 | val_loss: 0.0312374 | Time: 4077.02 ms
[2022-03-26 15:59:40 main:574] : INFO : Epoch 1598 | loss: 0.0310757 | val_loss: 0.0312316 | Time: 4083.23 ms
[2022-03-26 15:59:45 main:574] : INFO : Epoch 1599 | loss: 0.031078 | val_loss: 0.0312215 | Time: 4234.53 ms
[2022-03-26 15:59:49 main:574] : INFO : Epoch 1600 | loss: 0.0310817 | val_loss: 0.0312291 | Time: 4138.82 ms
[2022-03-26 15:59:53 main:574] : INFO : Epoch 1601 | loss: 0.0310773 | val_loss: 0.0312339 | Time: 4102.54 ms
[2022-03-26 15:59:57 main:574] : INFO : Epoch 1602 | loss: 0.0311112 | val_loss: 0.0312117 | Time: 4174.71 ms
[2022-03-26 16:00:01 main:574] : INFO : Epoch 1603 | loss: 0.0311077 | val_loss: 0.0312049 | Time: 4086.38 ms
[2022-03-26 16:00:05 main:574] : INFO : Epoch 1604 | loss: 0.0311078 | val_loss: 0.0312142 | Time: 4172.75 ms
[2022-03-26 16:00:09 main:574] : INFO : Epoch 1605 | loss: 0.0310961 | val_loss: 0.031245 | Time: 3831.7 ms
[2022-03-26 16:00:13 main:574] : INFO : Epoch 1606 | loss: 0.0310908 | val_loss: 0.0312112 | Time: 4129.18 ms
[2022-03-26 16:00:18 main:574] : INFO : Epoch 1607 | loss: 0.0310952 | val_loss: 0.0312105 | Time: 4953.42 ms
[2022-03-26 16:00:23 main:574] : INFO : Epoch 1608 | loss: 0.0311049 | val_loss: 0.0312234 | Time: 4850.19 ms
[2022-03-26 16:00:27 main:574] : INFO : Epoch 1609 | loss: 0.0311009 | val_loss: 0.0312133 | Time: 4252.34 ms
[2022-03-26 16:00:33 main:574] : INFO : Epoch 1610 | loss: 0.0310929 | val_loss: 0.0312251 | Time: 5225.74 ms
[2022-03-26 16:00:37 main:574] : INFO : Epoch 1611 | loss: 0.031086 | val_loss: 0.0312204 | Time: 4473.4 ms
[2022-03-26 16:00:41 main:574] : INFO : Epoch 1612 | loss: 0.0310923 | val_loss: 0.0312347 | Time: 4112.07 ms
[2022-03-26 16:00:45 main:574] : INFO : Epoch 1613 | loss: 0.0310819 | val_loss: 0.031223 | Time: 4097.25 ms
[2022-03-26 16:00:49 main:574] : INFO : Epoch 1614 | loss: 0.0310777 | val_loss: 0.0312529 | Time: 4117.54 ms
[2022-03-26 16:00:54 main:574] : INFO : Epoch 1615 | loss: 0.0310758 | val_loss: 0.0312326 | Time: 4206.21 ms
[2022-03-26 16:00:58 main:574] : INFO : Epoch 1616 | loss: 0.0310786 | val_loss: 0.0312309 | Time: 4065.02 ms
[2022-03-26 16:01:02 main:574] : INFO : Epoch 1617 | loss: 0.0310759 | val_loss: 0.0312267 | Time: 4099.61 ms
[2022-03-26 16:01:06 main:574] : INFO : Epoch 1618 | loss: 0.031072 | val_loss: 0.0312421 | Time: 4225.45 ms
[2022-03-26 16:01:10 main:574] : INFO : Epoch 1619 | loss: 0.0310701 | val_loss: 0.0312229 | Time: 4155.09 ms
[2022-03-26 16:01:14 main:574] : INFO : Epoch 1620 | loss: 0.0310719 | val_loss: 0.0312387 | Time: 4110.37 ms
[2022-03-26 16:01:19 main:574] : INFO : Epoch 1621 | loss: 0.0310722 | val_loss: 0.0312425 | Time: 4204.36 ms
[2022-03-26 16:01:23 main:574] : INFO : Epoch 1622 | loss: 0.0310798 | val_loss: 0.0312276 | Time: 4317.4 ms
[2022-03-26 16:01:28 main:574] : INFO : Epoch 1623 | loss: 0.0310781 | val_loss: 0.031224 | Time: 5198.93 ms
[2022-03-26 16:01:33 main:574] : INFO : Epoch 1624 | loss: 0.0310793 | val_loss: 0.0312071 | Time: 4983 ms
[2022-03-26 16:01:38 main:574] : INFO : Epoch 1625 | loss: 0.0310864 | val_loss: 0.0312287 | Time: 4800.42 ms
[2022-03-26 16:01:43 main:574] : INFO : Epoch 1626 | loss: 0.0310772 | val_loss: 0.0312402 | Time: 4938.29 ms
[2022-03-26 16:01:48 main:574] : INFO : Epoch 1627 | loss: 0.0310778 | val_loss: 0.0312312 | Time: 4768.99 ms
[2022-03-26 16:01:52 main:574] : INFO : Epoch 1628 | loss: 0.031081 | val_loss: 0.0312472 | Time: 4789.97 ms
[2022-03-26 16:01:57 main:574] : INFO : Epoch 1629 | loss: 0.0310789 | val_loss: 0.0312425 | Time: 4577.25 ms
[2022-03-26 16:02:02 main:574] : INFO : Epoch 1630 | loss: 0.0310785 | val_loss: 0.0312321 | Time: 5312.51 ms
[2022-03-26 16:02:07 main:574] : INFO : Epoch 1631 | loss: 0.0310721 | val_loss: 0.0312235 | Time: 4831.72 ms
[2022-03-26 16:02:12 main:574] : INFO : Epoch 1632 | loss: 0.03107 | val_loss: 0.031231 | Time: 4831.89 ms
[2022-03-26 16:02:17 main:574] : INFO : Epoch 1633 | loss: 0.0310704 | val_loss: 0.0312368 | Time: 4978.81 ms
[2022-03-26 16:02:22 main:574] : INFO : Epoch 1634 | loss: 0.0312144 | val_loss: 0.0315578 | Time: 4940.74 ms
[2022-03-26 16:02:27 main:574] : INFO : Epoch 1635 | loss: 0.0367126 | val_loss: 0.0330355 | Time: 4970.3 ms
[2022-03-26 16:02:32 main:574] : INFO : Epoch 1636 | loss: 0.0329806 | val_loss: 0.0320934 | Time: 4807.43 ms
[2022-03-26 16:02:37 main:574] : INFO : Epoch 1637 | loss: 0.0315061 | val_loss: 0.0313078 | Time: 4928.8 ms
[2022-03-26 16:02:41 main:574] : INFO : Epoch 1638 | loss: 0.031285 | val_loss: 0.0312571 | Time: 4698.49 ms
[2022-03-26 16:02:46 main:574] : INFO : Epoch 1639 | loss: 0.0312568 | val_loss: 0.0312528 | Time: 4764.44 ms
[2022-03-26 16:02:50 main:574] : INFO : Epoch 1640 | loss: 0.0312522 | val_loss: 0.0312511 | Time: 3946.56 ms
[2022-03-26 16:02:54 main:574] : INFO : Epoch 1641 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 3595 ms
[2022-03-26 16:02:58 main:574] : INFO : Epoch 1642 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 4681.87 ms
[2022-03-26 16:03:02 main:574] : INFO : Epoch 1643 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 3441.83 ms
[2022-03-26 16:03:05 main:574] : INFO : Epoch 1644 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 3202.2 ms
[2022-03-26 16:03:08 main:574] : INFO : Epoch 1645 | loss: 0.031249 | val_loss: 0.031249 | Time: 2932.84 ms
[2022-03-26 16:03:11 main:574] : INFO : Epoch 1646 | loss: 0.0312488 | val_loss: 0.031249 | Time: 3007.49 ms
[2022-03-26 16:03:14 main:574] : INFO : Epoch 1647 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 3315 ms
[2022-03-26 16:03:18 main:574] : INFO : Epoch 1648 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 3859.85 ms
[2022-03-26 16:03:27 main:574] : INFO : Epoch 1649 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 8924.87 ms
[2022-03-26 16:03:36 main:574] : INFO : Epoch 1650 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 9148.26 ms
[2022-03-26 16:03:45 main:574] : INFO : Epoch 1651 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 8457.99 ms
[2022-03-26 16:03:53 main:574] : INFO : Epoch 1652 | loss: 0.031248 | val_loss: 0.0312481 | Time: 7969.95 ms
[2022-03-26 16:04:00 main:574] : INFO : Epoch 1653 | loss: 0.0312484 | val_loss: 0.0312502 | Time: 7727.08 ms
[2022-03-26 16:04:08 main:574] : INFO : Epoch 1654 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 7171.43 ms
[2022-03-26 16:04:15 main:574] : INFO : Epoch 1655 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 7169.08 ms
[2022-03-26 16:04:22 main:574] : INFO : Epoch 1656 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 7521.51 ms
[2022-03-26 16:04:30 main:574] : INFO : Epoch 1657 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 7187.96 ms
[2022-03-26 16:04:37 main:574] : INFO : Epoch 1658 | loss: 0.031247 | val_loss: 0.0312471 | Time: 7451.41 ms
[2022-03-26 16:04:44 main:574] : INFO : Epoch 1659 | loss: 0.0312468 | val_loss: 0.0312473 | Time: 7107.34 ms
[2022-03-26 16:04:51 main:574] : INFO : Epoch 1660 | loss: 0.0312466 | val_loss: 0.0312469 | Time: 6850.23 ms
[2022-03-26 16:04:59 main:574] : INFO : Epoch 1661 | loss: 0.0312464 | val_loss: 0.0312471 | Time: 8025.42 ms
[2022-03-26 16:05:07 main:574] : INFO : Epoch 1662 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 7576.6 ms
[2022-03-26 16:05:14 main:574] : INFO : Epoch 1663 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 7293.05 ms
[2022-03-26 16:05:22 main:574] : INFO : Epoch 1664 | loss: 0.031246 | val_loss: 0.0312461 | Time: 7962.81 ms
[2022-03-26 16:05:30 main:574] : INFO : Epoch 1665 | loss: 0.0312469 | val_loss: 0.0312468 | Time: 7920.98 ms
[2022-03-26 16:05:37 main:574] : INFO : Epoch 1666 | loss: 0.031245 | val_loss: 0.0312456 | Time: 7473.06 ms
[2022-03-26 16:05:46 main:574] : INFO : Epoch 1667 | loss: 0.0312459 | val_loss: 0.0312448 | Time: 8205.32 ms
[2022-03-26 16:05:53 main:574] : INFO : Epoch 1668 | loss: 0.0312473 | val_loss: 0.0312475 | Time: 7155.2 ms
[2022-03-26 16:06:01 main:574] : INFO : Epoch 1669 | loss: 0.0312464 | val_loss: 0.0312444 | Time: 8259.54 ms
[2022-03-26 16:06:09 main:574] : INFO : Epoch 1670 | loss: 0.0312456 | val_loss: 0.0312511 | Time: 7559.51 ms
[2022-03-26 16:06:17 main:574] : INFO : Epoch 1671 | loss: 0.0312447 | val_loss: 0.0312443 | Time: 7942.01 ms
[2022-03-26 16:06:25 main:574] : INFO : Epoch 1672 | loss: 0.0312438 | val_loss: 0.0312446 | Time: 8030.96 ms
[2022-03-26 16:06:33 main:574] : INFO : Epoch 1673 | loss: 0.0312426 | val_loss: 0.0312431 | Time: 7931.36 ms
[2022-03-26 16:06:40 main:574] : INFO : Epoch 1674 | loss: 0.0312427 | val_loss: 0.0312457 | Time: 7509.55 ms
[2022-03-26 16:06:48 main:574] : INFO : Epoch 1675 | loss: 0.0312426 | val_loss: 0.0312422 | Time: 8331.99 ms
[2022-03-26 16:06:57 main:574] : INFO : Epoch 1676 | loss: 0.0312431 | val_loss: 0.0312451 | Time: 8549.43 ms
[2022-03-26 16:07:05 main:574] : INFO : Epoch 1677 | loss: 0.0312421 | val_loss: 0.0312468 | Time: 7565.27 ms
[2022-03-26 16:07:13 main:574] : INFO : Epoch 1678 | loss: 0.0312424 | val_loss: 0.0312401 | Time: 8140.98 ms
[2022-03-26 16:07:20 main:574] : INFO : Epoch 1679 | loss: 0.0312395 | val_loss: 0.0312405 | Time: 7473.34 ms
[2022-03-26 16:07:28 main:574] : INFO : Epoch 1680 | loss: 0.0312386 | val_loss: 0.0312378 | Time: 7927.87 ms
[2022-03-26 16:07:36 main:574] : INFO : Epoch 1681 | loss: 0.0312392 | val_loss: 0.031237 | Time: 7323.45 ms
[2022-03-26 16:07:44 main:574] : INFO : Epoch 1682 | loss: 0.0312384 | val_loss: 0.0312386 | Time: 8181.94 ms
[2022-03-26 16:07:52 main:574] : INFO : Epoch 1683 | loss: 0.0312366 | val_loss: 0.0312353 | Time: 8561.09 ms
[2022-03-26 16:08:01 main:574] : INFO : Epoch 1684 | loss: 0.0312365 | val_loss: 0.031242 | Time: 8227.59 ms
[2022-03-26 16:08:10 main:574] : INFO : Epoch 1685 | loss: 0.0312374 | val_loss: 0.0312336 | Time: 9050.86 ms
[2022-03-26 16:08:18 main:574] : INFO : Epoch 1686 | loss: 0.0312345 | val_loss: 0.0312363 | Time: 8268.28 ms
[2022-03-26 16:08:26 main:574] : INFO : Epoch 1687 | loss: 0.0312352 | val_loss: 0.0312339 | Time: 8531.67 ms
[2022-03-26 16:08:35 main:574] : INFO : Epoch 1688 | loss: 0.0312378 | val_loss: 0.0312364 | Time: 8766.53 ms
[2022-03-26 16:08:43 main:574] : INFO : Epoch 1689 | loss: 0.0312382 | val_loss: 0.0312367 | Time: 7482.7 ms
[2022-03-26 16:08:51 main:574] : INFO : Epoch 1690 | loss: 0.0312363 | val_loss: 0.0312292 | Time: 8489.81 ms
[2022-03-26 16:09:00 main:574] : INFO : Epoch 1691 | loss: 0.0312315 | val_loss: 0.0312301 | Time: 8306.64 ms
[2022-03-26 16:09:07 main:574] : INFO : Epoch 1692 | loss: 0.0312356 | val_loss: 0.0312331 | Time: 7396.03 ms
[2022-03-26 16:09:15 main:574] : INFO : Epoch 1693 | loss: 0.0312349 | val_loss: 0.0312375 | Time: 8457.98 ms
[2022-03-26 16:09:24 main:574] : INFO : Epoch 1694 | loss: 0.0312319 | val_loss: 0.0312348 | Time: 8742.63 ms
[2022-03-26 16:09:32 main:574] : INFO : Epoch 1695 | loss: 0.0312323 | val_loss: 0.031249 | Time: 7482.41 ms
[2022-03-26 16:09:39 main:574] : INFO : Epoch 1696 | loss: 0.0312312 | val_loss: 0.0312257 | Time: 7385.22 ms
[2022-03-26 16:09:47 main:574] : INFO : Epoch 1697 | loss: 0.03123 | val_loss: 0.0312408 | Time: 8178.07 ms
[2022-03-26 16:09:55 main:574] : INFO : Epoch 1698 | loss: 0.0312457 | val_loss: 0.0312331 | Time: 7677.07 ms
[2022-03-26 16:10:03 main:574] : INFO : Epoch 1699 | loss: 0.0312446 | val_loss: 0.0312381 | Time: 7963.34 ms
[2022-03-26 16:10:11 main:574] : INFO : Epoch 1700 | loss: 0.0312364 | val_loss: 0.0312297 | Time: 8253.46 ms
[2022-03-26 16:10:20 main:574] : INFO : Epoch 1701 | loss: 0.0312314 | val_loss: 0.0312269 | Time: 8457.77 ms
[2022-03-26 16:10:28 main:574] : INFO : Epoch 1702 | loss: 0.0312288 | val_loss: 0.0312257 | Time: 8658.7 ms
[2022-03-26 16:10:36 main:574] : INFO : Epoch 1703 | loss: 0.0312301 | val_loss: 0.0312327 | Time: 8070.72 ms
[2022-03-26 16:10:44 main:574] : INFO : Epoch 1704 | loss: 0.0312309 | val_loss: 0.0312237 | Time: 7744.93 ms
[2022-03-26 16:10:52 main:574] : INFO : Epoch 1705 | loss: 0.0312324 | val_loss: 0.0312297 | Time: 7878.9 ms
[2022-03-26 16:11:00 main:574] : INFO : Epoch 1706 | loss: 0.0312302 | val_loss: 0.0312241 | Time: 8211.8 ms
[2022-03-26 16:11:08 main:574] : INFO : Epoch 1707 | loss: 0.0312266 | val_loss: 0.0312277 | Time: 7376.75 ms
[2022-03-26 16:11:16 main:574] : INFO : Epoch 1708 | loss: 0.0312334 | val_loss: 0.031222 | Time: 8567.91 ms
[2022-03-26 16:11:26 main:574] : INFO : Epoch 1709 | loss: 0.0312272 | val_loss: 0.031222 | Time: 9151.92 ms
[2022-03-26 16:11:33 main:574] : INFO : Epoch 1710 | loss: 0.0312278 | val_loss: 0.0312243 | Time: 7927.75 ms
[2022-03-26 16:11:41 main:574] : INFO : Epoch 1711 | loss: 0.0312323 | val_loss: 0.0312223 | Time: 8001.12 ms
[2022-03-26 16:11:50 main:574] : INFO : Epoch 1712 | loss: 0.0312259 | val_loss: 0.0312219 | Time: 8033.82 ms
[2022-03-26 16:11:57 main:574] : INFO : Epoch 1713 | loss: 0.0312263 | val_loss: 0.0312267 | Time: 7619.53 ms
[2022-03-26 16:12:05 main:574] : INFO : Epoch 1714 | loss: 0.0312277 | val_loss: 0.0312525 | Time: 7941.22 ms
[2022-03-26 16:12:13 main:574] : INFO : Epoch 1715 | loss: 0.0312303 | val_loss: 0.031222 | Time: 7717.64 ms
[2022-03-26 16:12:21 main:574] : INFO : Epoch 1716 | loss: 0.0312288 | val_loss: 0.0312369 | Time: 8358.03 ms
[2022-03-26 16:12:29 main:574] : INFO : Epoch 1717 | loss: 0.0312291 | val_loss: 0.031238 | Time: 7726.19 ms
[2022-03-26 16:12:37 main:574] : INFO : Epoch 1718 | loss: 0.0312298 | val_loss: 0.0312229 | Time: 8147.22 ms
[2022-03-26 16:12:45 main:574] : INFO : Epoch 1719 | loss: 0.0312245 | val_loss: 0.0312207 | Time: 7616.76 ms
[2022-03-26 16:12:53 main:574] : INFO : Epoch 1720 | loss: 0.031225 | val_loss: 0.0312228 | Time: 7732.11 ms
[2022-03-26 16:13:00 main:574] : INFO : Epoch 1721 | loss: 0.0312232 | val_loss: 0.0312195 | Time: 7682.06 ms
[2022-03-26 16:13:08 main:574] : INFO : Epoch 1722 | loss: 0.0312294 | val_loss: 0.0312247 | Time: 7985.46 ms
[2022-03-26 16:13:16 main:574] : INFO : Epoch 1723 | loss: 0.0312261 | val_loss: 0.031224 | Time: 8242.07 ms
[2022-03-26 16:13:25 main:574] : INFO : Epoch 1724 | loss: 0.0312307 | val_loss: 0.0312302 | Time: 8744.68 ms
[2022-03-26 16:13:33 main:574] : INFO : Epoch 1725 | loss: 0.0312311 | val_loss: 0.03123 | Time: 8067.62 ms
[2022-03-26 16:13:41 main:574] : INFO : Epoch 1726 | loss: 0.0312302 | val_loss: 0.0312211 | Time: 7388.25 ms
[2022-03-26 16:13:49 main:574] : INFO : Epoch 1727 | loss: 0.0312286 | val_loss: 0.0312348 | Time: 7984.98 ms
[2022-03-26 16:13:57 main:574] : INFO : Epoch 1728 | loss: 0.0312314 | val_loss: 0.0312248 | Time: 7972.24 ms
[2022-03-26 16:14:05 main:574] : INFO : Epoch 1729 | loss: 0.031227 | val_loss: 0.0312259 | Time: 8523.96 ms
[2022-03-26 16:14:13 main:574] : INFO : Epoch 1730 | loss: 0.0312255 | val_loss: 0.0312226 | Time: 7804.86 ms
[2022-03-26 16:14:22 main:574] : INFO : Epoch 1731 | loss: 0.0312226 | val_loss: 0.0312215 | Time: 8477.5 ms
[2022-03-26 16:14:29 main:574] : INFO : Epoch 1732 | loss: 0.0312223 | val_loss: 0.0312183 | Time: 7689.67 ms
[2022-03-26 16:14:37 main:574] : INFO : Epoch 1733 | loss: 0.0312287 | val_loss: 0.0312273 | Time: 7907.53 ms
[2022-03-26 16:14:45 main:574] : INFO : Epoch 1734 | loss: 0.0312237 | val_loss: 0.0312191 | Time: 7632.52 ms
[2022-03-26 16:14:53 main:574] : INFO : Epoch 1735 | loss: 0.0312212 | val_loss: 0.031222 | Time: 8301.64 ms
[2022-03-26 16:15:03 main:574] : INFO : Epoch 1736 | loss: 0.0312248 | val_loss: 0.0312234 | Time: 9438.43 ms
[2022-03-26 16:15:11 main:574] : INFO : Epoch 1737 | loss: 0.0312237 | val_loss: 0.031219 | Time: 7962.08 ms
[2022-03-26 16:15:19 main:574] : INFO : Epoch 1738 | loss: 0.0312219 | val_loss: 0.0312184 | Time: 7946.96 ms
[2022-03-26 16:15:26 main:574] : INFO : Epoch 1739 | loss: 0.0312199 | val_loss: 0.0312197 | Time: 7672.87 ms
[2022-03-26 16:15:34 main:574] : INFO : Epoch 1740 | loss: 0.0312226 | val_loss: 0.0312223 | Time: 7725.94 ms
[2022-03-26 16:15:42 main:574] : INFO : Epoch 1741 | loss: 0.0312208 | val_loss: 0.0312184 | Time: 7883.58 ms
[2022-03-26 16:15:50 main:574] : INFO : Epoch 1742 | loss: 0.031222 | val_loss: 0.0312178 | Time: 7893.09 ms
[2022-03-26 16:15:58 main:574] : INFO : Epoch 1743 | loss: 0.0312246 | val_loss: 0.0312179 | Time: 7823.41 ms
[2022-03-26 16:16:06 main:574] : INFO : Epoch 1744 | loss: 0.0312213 | val_loss: 0.0312179 | Time: 8043.59 ms
[2022-03-26 16:16:13 main:574] : INFO : Epoch 1745 | loss: 0.0312236 | val_loss: 0.0312359 | Time: 7498.9 ms
[2022-03-26 16:16:22 main:574] : INFO : Epoch 1746 | loss: 0.0312235 | val_loss: 0.0312187 | Time: 8496.65 ms
[2022-03-26 16:16:31 main:574] : INFO : Epoch 1747 | loss: 0.0312194 | val_loss: 0.0312173 | Time: 9310.7 ms
[2022-03-26 16:16:39 main:574] : INFO : Epoch 1748 | loss: 0.0312196 | val_loss: 0.0312213 | Time: 8063.04 ms
[2022-03-26 16:16:47 main:574] : INFO : Epoch 1749 | loss: 0.0312192 | val_loss: 0.0312233 | Time: 8224.34 ms
[2022-03-26 16:16:55 main:574] : INFO : Epoch 1750 | loss: 0.0312183 | val_loss: 0.0312182 | Time: 8019.83 ms
[2022-03-26 16:17:03 main:574] : INFO : Epoch 1751 | loss: 0.0312289 | val_loss: 0.0312193 | Time: 7644.14 ms
[2022-03-26 16:17:11 main:574] : INFO : Epoch 1752 | loss: 0.0312243 | val_loss: 0.0312258 | Time: 8142.24 ms
[2022-03-26 16:17:19 main:574] : INFO : Epoch 1753 | loss: 0.0312267 | val_loss: 0.0312181 | Time: 7521.06 ms
[2022-03-26 16:17:26 main:574] : INFO : Epoch 1754 | loss: 0.0312224 | val_loss: 0.0312178 | Time: 7655.27 ms
[2022-03-26 16:17:35 main:574] : INFO : Epoch 1755 | loss: 0.0312211 | val_loss: 0.031235 | Time: 8086.64 ms
[2022-03-26 16:17:43 main:574] : INFO : Epoch 1756 | loss: 0.031222 | val_loss: 0.0312182 | Time: 8340.06 ms
[2022-03-26 16:17:52 main:574] : INFO : Epoch 1757 | loss: 0.0312198 | val_loss: 0.0312175 | Time: 8741.79 ms
[2022-03-26 16:18:00 main:574] : INFO : Epoch 1758 | loss: 0.031243 | val_loss: 0.0312413 | Time: 8110.74 ms
[2022-03-26 16:18:07 main:574] : INFO : Epoch 1759 | loss: 0.031237 | val_loss: 0.0312323 | Time: 7365.31 ms
[2022-03-26 16:18:15 main:574] : INFO : Epoch 1760 | loss: 0.0312255 | val_loss: 0.0312193 | Time: 8286.48 ms
[2022-03-26 16:18:23 main:574] : INFO : Epoch 1761 | loss: 0.031218 | val_loss: 0.0312163 | Time: 7963.23 ms
[2022-03-26 16:18:32 main:574] : INFO : Epoch 1762 | loss: 0.0312177 | val_loss: 0.0312157 | Time: 8334.04 ms
[2022-03-26 16:18:42 main:574] : INFO : Epoch 1763 | loss: 0.0312215 | val_loss: 0.0312176 | Time: 10255.8 ms
[2022-03-26 16:18:52 main:574] : INFO : Epoch 1764 | loss: 0.03122 | val_loss: 0.0312166 | Time: 9606.87 ms
[2022-03-26 16:19:00 main:574] : INFO : Epoch 1765 | loss: 0.0312212 | val_loss: 0.0312165 | Time: 8703.24 ms
[2022-03-26 16:19:08 main:574] : INFO : Epoch 1766 | loss: 0.0312198 | val_loss: 0.0312165 | Time: 7554.76 ms
[2022-03-26 16:19:15 main:574] : INFO : Epoch 1767 | loss: 0.0312245 | val_loss: 0.0312359 | Time: 7246.39 ms
[2022-03-26 16:19:23 main:574] : INFO : Epoch 1768 | loss: 0.0312242 | val_loss: 0.0312182 | Time: 7906.97 ms
[2022-03-26 16:19:31 main:574] : INFO : Epoch 1769 | loss: 0.0312174 | val_loss: 0.0312175 | Time: 8008.72 ms
[2022-03-26 16:19:38 main:574] : INFO : Epoch 1770 | loss: 0.0312239 | val_loss: 0.0312176 | Time: 7274.08 ms
[2022-03-26 16:19:47 main:574] : INFO : Epoch 1771 | loss: 0.0312199 | val_loss: 0.0312194 | Time: 8195.1 ms
[2022-03-26 16:19:55 main:574] : INFO : Epoch 1772 | loss: 0.0312219 | val_loss: 0.0312201 | Time: 8741.34 ms
[2022-03-26 16:20:05 main:574] : INFO : Epoch 1773 | loss: 0.0312219 | val_loss: 0.0312215 | Time: 9428.59 ms
[2022-03-26 16:20:13 main:574] : INFO : Epoch 1774 | loss: 0.031221 | val_loss: 0.0312199 | Time: 8096.67 ms
[2022-03-26 16:20:21 main:574] : INFO : Epoch 1775 | loss: 0.0312176 | val_loss: 0.0312168 | Time: 7703.35 ms
[2022-03-26 16:20:28 main:574] : INFO : Epoch 1776 | loss: 0.0312164 | val_loss: 0.0312159 | Time: 7784.22 ms
[2022-03-26 16:20:36 main:574] : INFO : Epoch 1777 | loss: 0.031216 | val_loss: 0.0312151 | Time: 7774.2 ms
[2022-03-26 16:20:43 main:574] : INFO : Epoch 1778 | loss: 0.0312162 | val_loss: 0.0312156 | Time: 7118.55 ms
[2022-03-26 16:20:51 main:574] : INFO : Epoch 1779 | loss: 0.0312175 | val_loss: 0.0312164 | Time: 7364.45 ms
[2022-03-26 16:20:58 main:574] : INFO : Epoch 1780 | loss: 0.0312169 | val_loss: 0.031215 | Time: 7400.03 ms
[2022-03-26 16:21:06 main:574] : INFO : Epoch 1781 | loss: 0.0312186 | val_loss: 0.0312169 | Time: 8133.53 ms
[2022-03-26 16:21:15 main:574] : INFO : Epoch 1782 | loss: 0.0312163 | val_loss: 0.031219 | Time: 8469.84 ms
[2022-03-26 16:21:23 main:574] : INFO : Epoch 1783 | loss: 0.0312168 | val_loss: 0.0312165 | Time: 8571.12 ms
[2022-03-26 16:21:32 main:574] : INFO : Epoch 1784 | loss: 0.0312176 | val_loss: 0.0312145 | Time: 8350.96 ms
[2022-03-26 16:21:40 main:574] : INFO : Epoch 1785 | loss: 0.0312192 | val_loss: 0.0312145 | Time: 7752.16 ms
[2022-03-26 16:21:47 main:574] : INFO : Epoch 1786 | loss: 0.0312237 | val_loss: 0.0312353 | Time: 7551.09 ms
[2022-03-26 16:21:55 main:574] : INFO : Epoch 1787 | loss: 0.0312211 | val_loss: 0.0312275 | Time: 7472.46 ms
[2022-03-26 16:22:02 main:574] : INFO : Epoch 1788 | loss: 0.0312173 | val_loss: 0.0312142 | Time: 7312.44 ms
[2022-03-26 16:22:10 main:574] : INFO : Epoch 1789 | loss: 0.0312193 | val_loss: 0.0312168 | Time: 7734.76 ms
[2022-03-26 16:22:18 main:574] : INFO : Epoch 1790 | loss: 0.031217 | val_loss: 0.0312191 | Time: 8015.37 ms
[2022-03-26 16:22:27 main:574] : INFO : Epoch 1791 | loss: 0.0312144 | val_loss: 0.0312147 | Time: 9364.42 ms
[2022-03-26 16:22:34 main:574] : INFO : Epoch 1792 | loss: 0.0312165 | val_loss: 0.0312198 | Time: 7275 ms
[2022-03-26 16:22:42 main:574] : INFO : Epoch 1793 | loss: 0.0312151 | val_loss: 0.0312146 | Time: 7869 ms
[2022-03-26 16:22:50 main:574] : INFO : Epoch 1794 | loss: 0.0312162 | val_loss: 0.0312173 | Time: 7604.04 ms
[2022-03-26 16:22:57 main:574] : INFO : Epoch 1795 | loss: 0.0312185 | val_loss: 0.0312213 | Time: 7140.21 ms
[2022-03-26 16:23:05 main:574] : INFO : Epoch 1796 | loss: 0.0312209 | val_loss: 0.0312211 | Time: 7421.48 ms
[2022-03-26 16:23:13 main:574] : INFO : Epoch 1797 | loss: 0.0312235 | val_loss: 0.0312253 | Time: 8088.6 ms
[2022-03-26 16:23:23 main:574] : INFO : Epoch 1798 | loss: 0.0312196 | val_loss: 0.0312141 | Time: 10282.1 ms
[2022-03-26 16:23:32 main:574] : INFO : Epoch 1799 | loss: 0.0312155 | val_loss: 0.0312157 | Time: 8928.38 ms
[2022-03-26 16:23:39 main:574] : INFO : Epoch 1800 | loss: 0.0312163 | val_loss: 0.0312248 | Time: 7272.24 ms
[2022-03-26 16:23:47 main:574] : INFO : Epoch 1801 | loss: 0.0312329 | val_loss: 0.0312407 | Time: 7867.92 ms
[2022-03-26 16:23:55 main:574] : INFO : Epoch 1802 | loss: 0.0312281 | val_loss: 0.0312159 | Time: 7847.17 ms
[2022-03-26 16:24:02 main:574] : INFO : Epoch 1803 | loss: 0.0312179 | val_loss: 0.0312139 | Time: 7352.68 ms
[2022-03-26 16:24:11 main:574] : INFO : Epoch 1804 | loss: 0.0312142 | val_loss: 0.0312136 | Time: 8556.51 ms
[2022-03-26 16:24:20 main:574] : INFO : Epoch 1805 | loss: 0.0312164 | val_loss: 0.0312173 | Time: 9329.13 ms
[2022-03-26 16:24:28 main:574] : INFO : Epoch 1806 | loss: 0.0312143 | val_loss: 0.0312124 | Time: 7448.83 ms
[2022-03-26 16:24:35 main:574] : INFO : Epoch 1807 | loss: 0.031214 | val_loss: 0.0312155 | Time: 7326.36 ms
[2022-03-26 16:24:42 main:574] : INFO : Epoch 1808 | loss: 0.0312167 | val_loss: 0.0312174 | Time: 7341.28 ms
[2022-03-26 16:24:50 main:574] : INFO : Epoch 1809 | loss: 0.0312162 | val_loss: 0.0312149 | Time: 7542.84 ms
[2022-03-26 16:24:57 main:574] : INFO : Epoch 1810 | loss: 0.0312146 | val_loss: 0.0312133 | Time: 7429.18 ms
[2022-03-26 16:25:05 main:574] : INFO : Epoch 1811 | loss: 0.0312147 | val_loss: 0.0312121 | Time: 7480.73 ms
[2022-03-26 16:25:13 main:574] : INFO : Epoch 1812 | loss: 0.0312128 | val_loss: 0.0312195 | Time: 8222.08 ms
[2022-03-26 16:25:22 main:574] : INFO : Epoch 1813 | loss: 0.0312157 | val_loss: 0.031219 | Time: 8626.74 ms
[2022-03-26 16:25:30 main:574] : INFO : Epoch 1814 | loss: 0.0312133 | val_loss: 0.0312158 | Time: 8745.31 ms
[2022-03-26 16:25:38 main:574] : INFO : Epoch 1815 | loss: 0.0312184 | val_loss: 0.0312128 | Time: 7646.29 ms
[2022-03-26 16:25:46 main:574] : INFO : Epoch 1816 | loss: 0.0312203 | val_loss: 0.0312141 | Time: 7840 ms
[2022-03-26 16:25:54 main:574] : INFO : Epoch 1817 | loss: 0.0312137 | val_loss: 0.0312126 | Time: 7821.4 ms
[2022-03-26 16:26:01 main:574] : INFO : Epoch 1818 | loss: 0.0312159 | val_loss: 0.0312143 | Time: 7089.29 ms
[2022-03-26 16:26:09 main:574] : INFO : Epoch 1819 | loss: 0.0312124 | val_loss: 0.0312114 | Time: 8186.45 ms
[2022-03-26 16:26:18 main:574] : INFO : Epoch 1820 | loss: 0.0312148 | val_loss: 0.0312193 | Time: 8436.77 ms
[2022-03-26 16:26:25 main:574] : INFO : Epoch 1821 | loss: 0.0312218 | val_loss: 0.0312179 | Time: 7239.18 ms
[2022-03-26 16:26:33 main:574] : INFO : Epoch 1822 | loss: 0.0312174 | val_loss: 0.0312169 | Time: 8141.71 ms
[2022-03-26 16:26:40 main:574] : INFO : Epoch 1823 | loss: 0.031217 | val_loss: 0.0312125 | Time: 7394.96 ms
[2022-03-26 16:26:48 main:574] : INFO : Epoch 1824 | loss: 0.031215 | val_loss: 0.0312118 | Time: 7125.45 ms
[2022-03-26 16:26:56 main:574] : INFO : Epoch 1825 | loss: 0.0312186 | val_loss: 0.0312176 | Time: 8224.27 ms
[2022-03-26 16:27:05 main:574] : INFO : Epoch 1826 | loss: 0.0312172 | val_loss: 0.0312165 | Time: 8871.15 ms
[2022-03-26 16:27:14 main:574] : INFO : Epoch 1827 | loss: 0.0312134 | val_loss: 0.0312179 | Time: 8945.2 ms
[2022-03-26 16:27:22 main:574] : INFO : Epoch 1828 | loss: 0.0312128 | val_loss: 0.0312128 | Time: 7786.03 ms
[2022-03-26 16:27:29 main:574] : INFO : Epoch 1829 | loss: 0.0312152 | val_loss: 0.0312179 | Time: 7284.58 ms
[2022-03-26 16:27:37 main:574] : INFO : Epoch 1830 | loss: 0.0312126 | val_loss: 0.0312126 | Time: 8230.1 ms
[2022-03-26 16:27:45 main:574] : INFO : Epoch 1831 | loss: 0.031213 | val_loss: 0.031212 | Time: 7500.34 ms
[2022-03-26 16:27:53 main:574] : INFO : Epoch 1832 | loss: 0.0312144 | val_loss: 0.0312116 | Time: 8267.36 ms
[2022-03-26 16:28:02 main:574] : INFO : Epoch 1833 | loss: 0.0312108 | val_loss: 0.0312156 | Time: 9394.87 ms
[2022-03-26 16:28:10 main:574] : INFO : Epoch 1834 | loss: 0.0312149 | val_loss: 0.031227 | Time: 7343.61 ms
[2022-03-26 16:28:17 main:574] : INFO : Epoch 1835 | loss: 0.031216 | val_loss: 0.0312153 | Time: 7439.53 ms
[2022-03-26 16:28:25 main:574] : INFO : Epoch 1836 | loss: 0.031218 | val_loss: 0.0312149 | Time: 8048.28 ms
[2022-03-26 16:28:34 main:574] : INFO : Epoch 1837 | loss: 0.0312212 | val_loss: 0.0312127 | Time: 8772.46 ms
[2022-03-26 16:28:42 main:574] : INFO : Epoch 1838 | loss: 0.0312151 | val_loss: 0.0312142 | Time: 8073 ms
[2022-03-26 16:28:50 main:574] : INFO : Epoch 1839 | loss: 0.031212 | val_loss: 0.0312129 | Time: 8120.21 ms
[2022-03-26 16:28:58 main:574] : INFO : Epoch 1840 | loss: 0.031212 | val_loss: 0.0312097 | Time: 7965.45 ms
[2022-03-26 16:29:07 main:574] : INFO : Epoch 1841 | loss: 0.0312186 | val_loss: 0.0312174 | Time: 8599.5 ms
[2022-03-26 16:29:17 main:574] : INFO : Epoch 1842 | loss: 0.0312199 | val_loss: 0.0312201 | Time: 9797.81 ms
[2022-03-26 16:29:24 main:574] : INFO : Epoch 1843 | loss: 0.0312191 | val_loss: 0.0312204 | Time: 7285.04 ms
[2022-03-26 16:29:32 main:574] : INFO : Epoch 1844 | loss: 0.0312171 | val_loss: 0.0312208 | Time: 8025.08 ms
[2022-03-26 16:29:40 main:574] : INFO : Epoch 1845 | loss: 0.0312128 | val_loss: 0.0312165 | Time: 7981.85 ms
[2022-03-26 16:29:48 main:574] : INFO : Epoch 1846 | loss: 0.0312147 | val_loss: 0.0312111 | Time: 7897.6 ms
[2022-03-26 16:29:56 main:574] : INFO : Epoch 1847 | loss: 0.0312198 | val_loss: 0.0312232 | Time: 8089.46 ms
[2022-03-26 16:30:04 main:574] : INFO : Epoch 1848 | loss: 0.0312188 | val_loss: 0.0312104 | Time: 8225.31 ms
[2022-03-26 16:30:13 main:574] : INFO : Epoch 1849 | loss: 0.0312114 | val_loss: 0.031211 | Time: 8712.72 ms
[2022-03-26 16:30:22 main:574] : INFO : Epoch 1850 | loss: 0.0312114 | val_loss: 0.0312091 | Time: 8932.74 ms
[2022-03-26 16:30:30 main:574] : INFO : Epoch 1851 | loss: 0.0312093 | val_loss: 0.0312083 | Time: 7814.48 ms
[2022-03-26 16:30:38 main:574] : INFO : Epoch 1852 | loss: 0.0312141 | val_loss: 0.0312441 | Time: 7993.16 ms
[2022-03-26 16:30:46 main:574] : INFO : Epoch 1853 | loss: 0.0312286 | val_loss: 0.0312191 | Time: 7682.83 ms
[2022-03-26 16:30:53 main:574] : INFO : Epoch 1854 | loss: 0.0312196 | val_loss: 0.0312129 | Time: 7557.78 ms
[2022-03-26 16:31:01 main:574] : INFO : Epoch 1855 | loss: 0.0312117 | val_loss: 0.0312155 | Time: 8200.14 ms
[2022-03-26 16:31:10 main:574] : INFO : Epoch 1856 | loss: 0.0312152 | val_loss: 0.0312112 | Time: 8140.42 ms
[2022-03-26 16:31:18 main:574] : INFO : Epoch 1857 | loss: 0.0312133 | val_loss: 0.0312091 | Time: 8690.64 ms
[2022-03-26 16:31:28 main:574] : INFO : Epoch 1858 | loss: 0.031214 | val_loss: 0.0312094 | Time: 10144 ms
[2022-03-26 16:31:37 main:574] : INFO : Epoch 1859 | loss: 0.0312095 | val_loss: 0.0312092 | Time: 8763.06 ms
[2022-03-26 16:31:45 main:574] : INFO : Epoch 1860 | loss: 0.0312092 | val_loss: 0.031207 | Time: 8103.28 ms
[2022-03-26 16:31:54 main:574] : INFO : Epoch 1861 | loss: 0.0312097 | val_loss: 0.0312175 | Time: 8577.43 ms
[2022-03-26 16:32:02 main:574] : INFO : Epoch 1862 | loss: 0.0312135 | val_loss: 0.031209 | Time: 8099.04 ms
[2022-03-26 16:32:10 main:574] : INFO : Epoch 1863 | loss: 0.0312073 | val_loss: 0.0312089 | Time: 7841.95 ms
[2022-03-26 16:32:18 main:574] : INFO : Epoch 1864 | loss: 0.0312087 | val_loss: 0.031207 | Time: 7753.67 ms
[2022-03-26 16:32:25 main:574] : INFO : Epoch 1865 | loss: 0.0312082 | val_loss: 0.0312091 | Time: 7058.12 ms
[2022-03-26 16:32:33 main:574] : INFO : Epoch 1866 | loss: 0.0312081 | val_loss: 0.0312073 | Time: 7727.04 ms
[2022-03-26 16:32:40 main:574] : INFO : Epoch 1867 | loss: 0.0312104 | val_loss: 0.0312186 | Time: 7778.84 ms
[2022-03-26 16:32:48 main:574] : INFO : Epoch 1868 | loss: 0.0312193 | val_loss: 0.03121 | Time: 7808.56 ms
[2022-03-26 16:32:57 main:574] : INFO : Epoch 1869 | loss: 0.0312145 | val_loss: 0.031215 | Time: 8599.77 ms
[2022-03-26 16:33:04 main:574] : INFO : Epoch 1870 | loss: 0.0312108 | val_loss: 0.0312093 | Time: 7516.57 ms
[2022-03-26 16:33:13 main:574] : INFO : Epoch 1871 | loss: 0.0312138 | val_loss: 0.0312239 | Time: 8566.31 ms
[2022-03-26 16:33:22 main:574] : INFO : Epoch 1872 | loss: 0.0312203 | val_loss: 0.0312233 | Time: 8596.53 ms
[2022-03-26 16:33:30 main:574] : INFO : Epoch 1873 | loss: 0.0312153 | val_loss: 0.0312098 | Time: 8129.63 ms
[2022-03-26 16:33:37 main:574] : INFO : Epoch 1874 | loss: 0.0312096 | val_loss: 0.0312069 | Time: 7828.37 ms
[2022-03-26 16:33:45 main:574] : INFO : Epoch 1875 | loss: 0.0312116 | val_loss: 0.0312198 | Time: 7953.44 ms
[2022-03-26 16:33:54 main:574] : INFO : Epoch 1876 | loss: 0.03121 | val_loss: 0.0312071 | Time: 8432.66 ms
[2022-03-26 16:34:02 main:574] : INFO : Epoch 1877 | loss: 0.0312126 | val_loss: 0.0312162 | Time: 8166.56 ms
[2022-03-26 16:34:10 main:574] : INFO : Epoch 1878 | loss: 0.0312087 | val_loss: 0.0312128 | Time: 8013.93 ms
[2022-03-26 16:34:18 main:574] : INFO : Epoch 1879 | loss: 0.0312101 | val_loss: 0.0312068 | Time: 7748.33 ms
[2022-03-26 16:34:26 main:574] : INFO : Epoch 1880 | loss: 0.0312071 | val_loss: 0.0312091 | Time: 8113.93 ms
[2022-03-26 16:34:35 main:574] : INFO : Epoch 1881 | loss: 0.0312064 | val_loss: 0.0312048 | Time: 9038.66 ms
[2022-03-26 16:34:45 main:574] : INFO : Epoch 1882 | loss: 0.0312064 | val_loss: 0.031206 | Time: 9442.22 ms
[2022-03-26 16:34:54 main:574] : INFO : Epoch 1883 | loss: 0.0312098 | val_loss: 0.0312076 | Time: 9480.49 ms
[2022-03-26 16:35:03 main:574] : INFO : Epoch 1884 | loss: 0.0312077 | val_loss: 0.0312058 | Time: 8823.21 ms
[2022-03-26 16:35:11 main:574] : INFO : Epoch 1885 | loss: 0.0312077 | val_loss: 0.0312114 | Time: 8237.61 ms
[2022-03-26 16:35:20 main:574] : INFO : Epoch 1886 | loss: 0.0312092 | val_loss: 0.0312067 | Time: 8768.98 ms
[2022-03-26 16:35:28 main:574] : INFO : Epoch 1887 | loss: 0.0312122 | val_loss: 0.0312151 | Time: 8328.78 ms
[2022-03-26 16:35:36 main:574] : INFO : Epoch 1888 | loss: 0.0312143 | val_loss: 0.0312067 | Time: 7347.44 ms
[2022-03-26 16:35:44 main:574] : INFO : Epoch 1889 | loss: 0.0312093 | val_loss: 0.0312096 | Time: 8381.5 ms
[2022-03-26 16:35:52 main:574] : INFO : Epoch 1890 | loss: 0.0312109 | val_loss: 0.0312057 | Time: 7583.95 ms
[2022-03-26 16:35:59 main:574] : INFO : Epoch 1891 | loss: 0.0312149 | val_loss: 0.0312095 | Time: 7596.79 ms
[2022-03-26 16:36:07 main:574] : INFO : Epoch 1892 | loss: 0.0312082 | val_loss: 0.0312063 | Time: 7763.39 ms
[2022-03-26 16:36:15 main:574] : INFO : Epoch 1893 | loss: 0.0312103 | val_loss: 0.0312118 | Time: 8409.95 ms
[2022-03-26 16:36:24 main:574] : INFO : Epoch 1894 | loss: 0.0312147 | val_loss: 0.0312188 | Time: 8987.55 ms
[2022-03-26 16:36:33 main:574] : INFO : Epoch 1895 | loss: 0.0312134 | val_loss: 0.0312049 | Time: 8518.91 ms
[2022-03-26 16:36:40 main:574] : INFO : Epoch 1896 | loss: 0.0312077 | val_loss: 0.0312057 | Time: 6988.16 ms
[2022-03-26 16:36:49 main:574] : INFO : Epoch 1897 | loss: 0.0312087 | val_loss: 0.0312068 | Time: 8695.33 ms
[2022-03-26 16:36:56 main:574] : INFO : Epoch 1898 | loss: 0.0312049 | val_loss: 0.0312119 | Time: 7685.28 ms
[2022-03-26 16:37:04 main:574] : INFO : Epoch 1899 | loss: 0.0312099 | val_loss: 0.0312162 | Time: 7830.61 ms
[2022-03-26 16:37:12 main:574] : INFO : Epoch 1900 | loss: 0.0312049 | val_loss: 0.0312041 | Time: 8271.5 ms
[2022-03-26 16:37:21 main:574] : INFO : Epoch 1901 | loss: 0.0312045 | val_loss: 0.031204 | Time: 8312.16 ms
[2022-03-26 16:37:29 main:574] : INFO : Epoch 1902 | loss: 0.0312114 | val_loss: 0.0312059 | Time: 8102.41 ms
[2022-03-26 16:37:37 main:574] : INFO : Epoch 1903 | loss: 0.0312079 | val_loss: 0.031212 | Time: 7915.93 ms
[2022-03-26 16:37:45 main:574] : INFO : Epoch 1904 | loss: 0.0312128 | val_loss: 0.0312033 | Time: 7627.78 ms
[2022-03-26 16:37:53 main:574] : INFO : Epoch 1905 | loss: 0.0312049 | val_loss: 0.0312111 | Time: 8343.8 ms
[2022-03-26 16:38:01 main:574] : INFO : Epoch 1906 | loss: 0.0312058 | val_loss: 0.0312033 | Time: 8219.09 ms
[2022-03-26 16:38:09 main:574] : INFO : Epoch 1907 | loss: 0.0312113 | val_loss: 0.0312136 | Time: 7875.39 ms
[2022-03-26 16:38:17 main:574] : INFO : Epoch 1908 | loss: 0.0312134 | val_loss: 0.0312124 | Time: 8324.93 ms
[2022-03-26 16:38:25 main:574] : INFO : Epoch 1909 | loss: 0.03121 | val_loss: 0.0312077 | Time: 7322.13 ms
[2022-03-26 16:38:33 main:574] : INFO : Epoch 1910 | loss: 0.0312079 | val_loss: 0.0312047 | Time: 8282.8 ms
[2022-03-26 16:38:41 main:574] : INFO : Epoch 1911 | loss: 0.0312083 | val_loss: 0.0312199 | Time: 8019.87 ms
[2022-03-26 16:38:50 main:574] : INFO : Epoch 1912 | loss: 0.0312087 | val_loss: 0.031212 | Time: 8639.55 ms
[2022-03-26 16:38:58 main:574] : INFO : Epoch 1913 | loss: 0.0312037 | val_loss: 0.0312017 | Time: 7871.22 ms
[2022-03-26 16:39:05 main:574] : INFO : Epoch 1914 | loss: 0.0312024 | val_loss: 0.031202 | Time: 7046.5 ms
[2022-03-26 16:39:12 main:574] : INFO : Epoch 1915 | loss: 0.0312029 | val_loss: 0.0312035 | Time: 7565.65 ms
[2022-03-26 16:39:21 main:574] : INFO : Epoch 1916 | loss: 0.031202 | val_loss: 0.0312017 | Time: 8665.1 ms
[2022-03-26 16:39:28 main:574] : INFO : Epoch 1917 | loss: 0.0312025 | val_loss: 0.0312003 | Time: 7162.04 ms
[2022-03-26 16:39:36 main:574] : INFO : Epoch 1918 | loss: 0.031207 | val_loss: 0.031211 | Time: 8421.36 ms
[2022-03-26 16:39:44 main:574] : INFO : Epoch 1919 | loss: 0.0312054 | val_loss: 0.0312079 | Time: 7457.37 ms
[2022-03-26 16:39:51 main:574] : INFO : Epoch 1920 | loss: 0.0312041 | val_loss: 0.0312071 | Time: 7101.17 ms
[2022-03-26 16:39:59 main:574] : INFO : Epoch 1921 | loss: 0.0312046 | val_loss: 0.031204 | Time: 7983.02 ms
[2022-03-26 16:40:07 main:574] : INFO : Epoch 1922 | loss: 0.0312042 | val_loss: 0.0312021 | Time: 7443.19 ms
[2022-03-26 16:40:15 main:574] : INFO : Epoch 1923 | loss: 0.0312041 | val_loss: 0.0312006 | Time: 8161.38 ms
[2022-03-26 16:40:24 main:574] : INFO : Epoch 1924 | loss: 0.0312041 | val_loss: 0.0312063 | Time: 8860.24 ms
[2022-03-26 16:40:32 main:574] : INFO : Epoch 1925 | loss: 0.0312104 | val_loss: 0.0312067 | Time: 8072.03 ms
[2022-03-26 16:40:40 main:574] : INFO : Epoch 1926 | loss: 0.0312049 | val_loss: 0.0312049 | Time: 7857.58 ms
[2022-03-26 16:40:48 main:574] : INFO : Epoch 1927 | loss: 0.0312004 | val_loss: 0.0311999 | Time: 8247.81 ms
[2022-03-26 16:40:55 main:574] : INFO : Epoch 1928 | loss: 0.0311995 | val_loss: 0.0312008 | Time: 7638.48 ms
[2022-03-26 16:41:03 main:574] : INFO : Epoch 1929 | loss: 0.0312037 | val_loss: 0.0312034 | Time: 7965.75 ms
[2022-03-26 16:41:12 main:574] : INFO : Epoch 1930 | loss: 0.0312043 | val_loss: 0.0312003 | Time: 8802.03 ms
[2022-03-26 16:41:21 main:574] : INFO : Epoch 1931 | loss: 0.0312024 | val_loss: 0.0312027 | Time: 8342.47 ms
[2022-03-26 16:41:28 main:574] : INFO : Epoch 1932 | loss: 0.031201 | val_loss: 0.0312003 | Time: 7839.24 ms
[2022-03-26 16:41:36 main:574] : INFO : Epoch 1933 | loss: 0.0311989 | val_loss: 0.0312003 | Time: 7629.08 ms
[2022-03-26 16:41:44 main:574] : INFO : Epoch 1934 | loss: 0.0311983 | val_loss: 0.0311975 | Time: 7620.42 ms
[2022-03-26 16:41:53 main:574] : INFO : Epoch 1935 | loss: 0.0311986 | val_loss: 0.0312005 | Time: 9202.04 ms
[2022-03-26 16:42:00 main:574] : INFO : Epoch 1936 | loss: 0.0312046 | val_loss: 0.0312007 | Time: 7335.38 ms
[2022-03-26 16:42:08 main:574] : INFO : Epoch 1937 | loss: 0.0312027 | val_loss: 0.0311973 | Time: 7980.67 ms
[2022-03-26 16:42:16 main:574] : INFO : Epoch 1938 | loss: 0.0311979 | val_loss: 0.0311972 | Time: 7811.56 ms
[2022-03-26 16:42:24 main:574] : INFO : Epoch 1939 | loss: 0.0311978 | val_loss: 0.0311985 | Time: 7463.24 ms
[2022-03-26 16:42:32 main:574] : INFO : Epoch 1940 | loss: 0.0311971 | val_loss: 0.0311966 | Time: 8519.68 ms
[2022-03-26 16:42:41 main:574] : INFO : Epoch 1941 | loss: 0.0311976 | val_loss: 0.0311971 | Time: 8779.88 ms
[2022-03-26 16:42:49 main:574] : INFO : Epoch 1942 | loss: 0.0312007 | val_loss: 0.0312015 | Time: 7983.77 ms
[2022-03-26 16:42:57 main:574] : INFO : Epoch 1943 | loss: 0.031201 | val_loss: 0.0312056 | Time: 7681.93 ms
[2022-03-26 16:43:04 main:574] : INFO : Epoch 1944 | loss: 0.0311983 | val_loss: 0.0311977 | Time: 7209.11 ms
[2022-03-26 16:43:12 main:574] : INFO : Epoch 1945 | loss: 0.0311959 | val_loss: 0.0312008 | Time: 8624.46 ms
[2022-03-26 16:43:21 main:574] : INFO : Epoch 1946 | loss: 0.0311991 | val_loss: 0.0312053 | Time: 8447.04 ms
[2022-03-26 16:43:29 main:574] : INFO : Epoch 1947 | loss: 0.0311986 | val_loss: 0.0311976 | Time: 7855.43 ms
[2022-03-26 16:43:37 main:574] : INFO : Epoch 1948 | loss: 0.0311953 | val_loss: 0.0311989 | Time: 8291.73 ms
[2022-03-26 16:43:45 main:574] : INFO : Epoch 1949 | loss: 0.0311981 | val_loss: 0.031196 | Time: 8341.04 ms
[2022-03-26 16:43:54 main:574] : INFO : Epoch 1950 | loss: 0.0312 | val_loss: 0.0312066 | Time: 8343.35 ms
[2022-03-26 16:44:02 main:574] : INFO : Epoch 1951 | loss: 0.0311971 | val_loss: 0.0311956 | Time: 8508.89 ms
[2022-03-26 16:44:12 main:574] : INFO : Epoch 1952 | loss: 0.0311956 | val_loss: 0.0311953 | Time: 9163.36 ms
[2022-03-26 16:44:19 main:574] : INFO : Epoch 1953 | loss: 0.0311973 | val_loss: 0.0312087 | Time: 7427.83 ms
[2022-03-26 16:44:27 main:574] : INFO : Epoch 1954 | loss: 0.031198 | val_loss: 0.0311972 | Time: 7710.63 ms
[2022-03-26 16:44:34 main:574] : INFO : Epoch 1955 | loss: 0.0311964 | val_loss: 0.0311979 | Time: 7584.53 ms
[2022-03-26 16:44:43 main:574] : INFO : Epoch 1956 | loss: 0.0311944 | val_loss: 0.0311936 | Time: 8590.15 ms
[2022-03-26 16:44:51 main:574] : INFO : Epoch 1957 | loss: 0.0311949 | val_loss: 0.031196 | Time: 7989.84 ms
[2022-03-26 16:44:58 main:574] : INFO : Epoch 1958 | loss: 0.0311949 | val_loss: 0.0311934 | Time: 6965.41 ms
[2022-03-26 16:45:07 main:574] : INFO : Epoch 1959 | loss: 0.0311916 | val_loss: 0.0311927 | Time: 9093.51 ms
[2022-03-26 16:45:16 main:574] : INFO : Epoch 1960 | loss: 0.0311907 | val_loss: 0.0311947 | Time: 8764.86 ms
[2022-03-26 16:45:24 main:574] : INFO : Epoch 1961 | loss: 0.0311946 | val_loss: 0.0312073 | Time: 7753.3 ms
[2022-03-26 16:45:32 main:574] : INFO : Epoch 1962 | loss: 0.0311963 | val_loss: 0.0312033 | Time: 8280.37 ms
[2022-03-26 16:45:40 main:574] : INFO : Epoch 1963 | loss: 0.0311968 | val_loss: 0.0311962 | Time: 7788.93 ms
[2022-03-26 16:45:47 main:574] : INFO : Epoch 1964 | loss: 0.0311921 | val_loss: 0.0311967 | Time: 7173.85 ms
[2022-03-26 16:45:55 main:574] : INFO : Epoch 1965 | loss: 0.0311922 | val_loss: 0.0311903 | Time: 7901.86 ms
[2022-03-26 16:46:03 main:574] : INFO : Epoch 1966 | loss: 0.0311904 | val_loss: 0.0311913 | Time: 8254.43 ms
[2022-03-26 16:46:11 main:574] : INFO : Epoch 1967 | loss: 0.0311896 | val_loss: 0.0311946 | Time: 8184.35 ms
[2022-03-26 16:46:20 main:574] : INFO : Epoch 1968 | loss: 0.0311961 | val_loss: 0.0312186 | Time: 8476.71 ms
[2022-03-26 16:46:29 main:574] : INFO : Epoch 1969 | loss: 0.0311991 | val_loss: 0.031196 | Time: 8775.82 ms
[2022-03-26 16:46:38 main:574] : INFO : Epoch 1970 | loss: 0.0311909 | val_loss: 0.0311903 | Time: 9559.74 ms
[2022-03-26 16:46:47 main:574] : INFO : Epoch 1971 | loss: 0.0311874 | val_loss: 0.0311897 | Time: 8551.3 ms
[2022-03-26 16:46:54 main:574] : INFO : Epoch 1972 | loss: 0.0311881 | val_loss: 0.0311889 | Time: 7060.18 ms
[2022-03-26 16:47:02 main:574] : INFO : Epoch 1973 | loss: 0.0311888 | val_loss: 0.0311901 | Time: 8061.77 ms
[2022-03-26 16:47:09 main:574] : INFO : Epoch 1974 | loss: 0.031191 | val_loss: 0.031192 | Time: 7530.25 ms
[2022-03-26 16:47:17 main:574] : INFO : Epoch 1975 | loss: 0.0311867 | val_loss: 0.0311904 | Time: 7840.33 ms
[2022-03-26 16:47:25 main:574] : INFO : Epoch 1976 | loss: 0.0311935 | val_loss: 0.0311989 | Time: 8178.4 ms
[2022-03-26 16:47:33 main:574] : INFO : Epoch 1977 | loss: 0.0311927 | val_loss: 0.0311917 | Time: 7092.25 ms
[2022-03-26 16:47:40 main:574] : INFO : Epoch 1978 | loss: 0.0311899 | val_loss: 0.0311932 | Time: 7844.48 ms
[2022-03-26 16:47:48 main:574] : INFO : Epoch 1979 | loss: 0.0311906 | val_loss: 0.0312001 | Time: 7961.22 ms
[2022-03-26 16:47:57 main:574] : INFO : Epoch 1980 | loss: 0.0311889 | val_loss: 0.031193 | Time: 8973.84 ms
[2022-03-26 16:48:05 main:574] : INFO : Epoch 1981 | loss: 0.0311935 | val_loss: 0.0311946 | Time: 7588.07 ms
[2022-03-26 16:48:13 main:574] : INFO : Epoch 1982 | loss: 0.0311856 | val_loss: 0.0311853 | Time: 7581.85 ms
[2022-03-26 16:48:20 main:574] : INFO : Epoch 1983 | loss: 0.0311866 | val_loss: 0.0311914 | Time: 7348.79 ms
[2022-03-26 16:48:28 main:574] : INFO : Epoch 1984 | loss: 0.0311857 | val_loss: 0.0311985 | Time: 8397.14 ms
[2022-03-26 16:48:36 main:574] : INFO : Epoch 1985 | loss: 0.031189 | val_loss: 0.0311885 | Time: 7207.63 ms
[2022-03-26 16:48:43 main:574] : INFO : Epoch 1986 | loss: 0.0311835 | val_loss: 0.0311853 | Time: 7620.04 ms
[2022-03-26 16:48:51 main:574] : INFO : Epoch 1987 | loss: 0.0311826 | val_loss: 0.031186 | Time: 7755.25 ms
[2022-03-26 16:48:59 main:574] : INFO : Epoch 1988 | loss: 0.0311851 | val_loss: 0.0311865 | Time: 8017.32 ms
[2022-03-26 16:49:06 main:574] : INFO : Epoch 1989 | loss: 0.0311841 | val_loss: 0.0311915 | Time: 7235.09 ms
[2022-03-26 16:49:14 main:574] : INFO : Epoch 1990 | loss: 0.031185 | val_loss: 0.0311973 | Time: 7737.06 ms
[2022-03-26 16:49:22 main:574] : INFO : Epoch 1991 | loss: 0.0311863 | val_loss: 0.0311855 | Time: 8321.52 ms
[2022-03-26 16:49:31 main:574] : INFO : Epoch 1992 | loss: 0.0311823 | val_loss: 0.031183 | Time: 8161.48 ms
[2022-03-26 16:49:38 main:574] : INFO : Epoch 1993 | loss: 0.031181 | val_loss: 0.0311862 | Time: 7523.74 ms
[2022-03-26 16:49:46 main:574] : INFO : Epoch 1994 | loss: 0.0311829 | val_loss: 0.0311832 | Time: 7698.02 ms
[2022-03-26 16:49:54 main:574] : INFO : Epoch 1995 | loss: 0.0311822 | val_loss: 0.0311856 | Time: 8182.51 ms
[2022-03-26 16:50:02 main:574] : INFO : Epoch 1996 | loss: 0.0311817 | val_loss: 0.031183 | Time: 7935.46 ms
[2022-03-26 16:50:10 main:574] : INFO : Epoch 1997 | loss: 0.0311788 | val_loss: 0.0311837 | Time: 8413.36 ms
[2022-03-26 16:50:19 main:574] : INFO : Epoch 1998 | loss: 0.0311794 | val_loss: 0.0311832 | Time: 8627.44 ms
[2022-03-26 16:50:27 main:574] : INFO : Epoch 1999 | loss: 0.0311797 | val_loss: 0.0311832 | Time: 7599.31 ms
[2022-03-26 16:50:35 main:574] : INFO : Epoch 2000 | loss: 0.0311836 | val_loss: 0.0311834 | Time: 8081.2 ms
[2022-03-26 16:50:42 main:574] : INFO : Epoch 2001 | loss: 0.0311807 | val_loss: 0.0312004 | Time: 6938.15 ms
[2022-03-26 16:50:49 main:574] : INFO : Epoch 2002 | loss: 0.0311867 | val_loss: 0.0311888 | Time: 7415.63 ms
[2022-03-26 16:50:56 main:574] : INFO : Epoch 2003 | loss: 0.0311818 | val_loss: 0.0311865 | Time: 7245.6 ms
[2022-03-26 16:51:05 main:574] : INFO : Epoch 2004 | loss: 0.0311838 | val_loss: 0.0311864 | Time: 8522.82 ms
[2022-03-26 16:51:13 main:574] : INFO : Epoch 2005 | loss: 0.0311824 | val_loss: 0.0311828 | Time: 7797.89 ms
[2022-03-26 16:51:20 main:574] : INFO : Epoch 2006 | loss: 0.0311778 | val_loss: 0.0311891 | Time: 7325.69 ms
[2022-03-26 16:51:28 main:574] : INFO : Epoch 2007 | loss: 0.0311802 | val_loss: 0.0311846 | Time: 7670.98 ms
[2022-03-26 16:51:36 main:574] : INFO : Epoch 2008 | loss: 0.0311793 | val_loss: 0.0311854 | Time: 8202.83 ms
[2022-03-26 16:51:44 main:574] : INFO : Epoch 2009 | loss: 0.0311803 | val_loss: 0.0311837 | Time: 7794.36 ms
[2022-03-26 16:51:51 main:574] : INFO : Epoch 2010 | loss: 0.0311776 | val_loss: 0.0311819 | Time: 7662.19 ms
[2022-03-26 16:51:59 main:574] : INFO : Epoch 2011 | loss: 0.0311769 | val_loss: 0.0311859 | Time: 7248.44 ms
[2022-03-26 16:52:06 main:574] : INFO : Epoch 2012 | loss: 0.0311774 | val_loss: 0.0311863 | Time: 7376.34 ms
[2022-03-26 16:52:14 main:574] : INFO : Epoch 2013 | loss: 0.0311775 | val_loss: 0.0311809 | Time: 7889.71 ms
[2022-03-26 16:52:24 main:574] : INFO : Epoch 2014 | loss: 0.0311759 | val_loss: 0.0311825 | Time: 9601.4 ms
[2022-03-26 16:52:31 main:574] : INFO : Epoch 2015 | loss: 0.031177 | val_loss: 0.0311887 | Time: 7267.96 ms
[2022-03-26 16:52:39 main:574] : INFO : Epoch 2016 | loss: 0.0311772 | val_loss: 0.0311851 | Time: 7868.39 ms
[2022-03-26 16:52:46 main:574] : INFO : Epoch 2017 | loss: 0.0311761 | val_loss: 0.0311844 | Time: 6759.05 ms
[2022-03-26 16:52:53 main:574] : INFO : Epoch 2018 | loss: 0.0311741 | val_loss: 0.0311838 | Time: 7332.17 ms
[2022-03-26 16:53:01 main:574] : INFO : Epoch 2019 | loss: 0.0311775 | val_loss: 0.0311891 | Time: 7993.07 ms
[2022-03-26 16:53:08 main:574] : INFO : Epoch 2020 | loss: 0.0311761 | val_loss: 0.0311824 | Time: 7109.95 ms
[2022-03-26 16:53:16 main:574] : INFO : Epoch 2021 | loss: 0.0311764 | val_loss: 0.0311847 | Time: 7492.22 ms
[2022-03-26 16:53:24 main:574] : INFO : Epoch 2022 | loss: 0.0311745 | val_loss: 0.031183 | Time: 8238.81 ms
[2022-03-26 16:53:31 main:574] : INFO : Epoch 2023 | loss: 0.0311739 | val_loss: 0.0311824 | Time: 7496.8 ms
[2022-03-26 16:53:38 main:574] : INFO : Epoch 2024 | loss: 0.0311745 | val_loss: 0.0311828 | Time: 6920.93 ms
[2022-03-26 16:53:47 main:574] : INFO : Epoch 2025 | loss: 0.0311768 | val_loss: 0.0311869 | Time: 8553.9 ms
[2022-03-26 16:53:55 main:574] : INFO : Epoch 2026 | loss: 0.0311757 | val_loss: 0.0311825 | Time: 8368.72 ms
[2022-03-26 16:54:03 main:574] : INFO : Epoch 2027 | loss: 0.0311731 | val_loss: 0.0311814 | Time: 8050.6 ms
[2022-03-26 16:54:11 main:574] : INFO : Epoch 2028 | loss: 0.0311724 | val_loss: 0.0311816 | Time: 7783.77 ms
[2022-03-26 16:54:19 main:574] : INFO : Epoch 2029 | loss: 0.0311726 | val_loss: 0.0311837 | Time: 7829.95 ms
[2022-03-26 16:54:27 main:574] : INFO : Epoch 2030 | loss: 0.0311729 | val_loss: 0.0311853 | Time: 8029.57 ms
[2022-03-26 16:54:36 main:574] : INFO : Epoch 2031 | loss: 0.0311711 | val_loss: 0.0311823 | Time: 9163.54 ms
[2022-03-26 16:54:43 main:574] : INFO : Epoch 2032 | loss: 0.0311767 | val_loss: 0.0311879 | Time: 6913.22 ms
[2022-03-26 16:54:50 main:574] : INFO : Epoch 2033 | loss: 0.0311746 | val_loss: 0.0311874 | Time: 7053.22 ms
[2022-03-26 16:54:57 main:574] : INFO : Epoch 2034 | loss: 0.0311731 | val_loss: 0.0311813 | Time: 7098.49 ms
[2022-03-26 16:55:05 main:574] : INFO : Epoch 2035 | loss: 0.0311724 | val_loss: 0.0311922 | Time: 7446.35 ms
[2022-03-26 16:55:13 main:574] : INFO : Epoch 2036 | loss: 0.0311771 | val_loss: 0.0311825 | Time: 7850.51 ms
[2022-03-26 16:55:20 main:574] : INFO : Epoch 2037 | loss: 0.0311747 | val_loss: 0.0311824 | Time: 7191.29 ms
[2022-03-26 16:55:27 main:574] : INFO : Epoch 2038 | loss: 0.0311745 | val_loss: 0.0311923 | Time: 7264.18 ms
[2022-03-26 16:55:36 main:574] : INFO : Epoch 2039 | loss: 0.0311735 | val_loss: 0.0311816 | Time: 8726.92 ms
[2022-03-26 16:55:44 main:574] : INFO : Epoch 2040 | loss: 0.0311748 | val_loss: 0.031191 | Time: 8333.41 ms
[2022-03-26 16:55:52 main:574] : INFO : Epoch 2041 | loss: 0.0311749 | val_loss: 0.0311817 | Time: 7468.62 ms
[2022-03-26 16:56:00 main:574] : INFO : Epoch 2042 | loss: 0.0311714 | val_loss: 0.0311846 | Time: 7740.89 ms
[2022-03-26 16:56:07 main:574] : INFO : Epoch 2043 | loss: 0.0311725 | val_loss: 0.0311815 | Time: 7033.22 ms
[2022-03-26 16:56:14 main:574] : INFO : Epoch 2044 | loss: 0.0311768 | val_loss: 0.0312036 | Time: 7734.83 ms
[2022-03-26 16:56:21 main:574] : INFO : Epoch 2045 | loss: 0.0311859 | val_loss: 0.0311837 | Time: 6670.89 ms
[2022-03-26 16:56:28 main:574] : INFO : Epoch 2046 | loss: 0.0311765 | val_loss: 0.0311862 | Time: 6858.61 ms
[2022-03-26 16:56:36 main:574] : INFO : Epoch 2047 | loss: 0.0311719 | val_loss: 0.0311839 | Time: 7995.62 ms
[2022-03-26 16:56:45 main:574] : INFO : Epoch 2048 | loss: 0.0311728 | val_loss: 0.0311829 | Time: 8616.24 ms
[2022-03-26 16:56:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311829
[2022-03-26 16:56:45 main:603] : INFO : Saving end state to config to file
[2022-03-26 16:56:45 main:608] : INFO : Success, exiting..
16:56:45 (29600): 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)