Task 14197507
| Name | ParityModified-1647046477-2270-1-0_1 |
| Workunit | 10453421 |
| Created | 1 Apr 2022, 14:31:04 UTC |
| Sent | 1 Apr 2022, 15:11:49 UTC |
| Report deadline | 9 Apr 2022, 15:11:49 UTC |
| Received | 1 Apr 2022, 18:45:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21055 |
| Run time | 2 hours 19 min 37 sec |
| CPU time | 1 hours 40 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,881.18 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>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311246 | val_loss: 0.0311794 | Time: 4004.54 ms
[2022-04-01 12:10:10 main:574] : INFO : Epoch 1543 | loss: 0.0311261 | val_loss: 0.0311696 | Time: 4137.81 ms
[2022-04-01 12:10:14 main:574] : INFO : Epoch 1544 | loss: 0.031122 | val_loss: 0.0311742 | Time: 3968.13 ms
[2022-04-01 12:10:18 main:574] : INFO : Epoch 1545 | loss: 0.0311211 | val_loss: 0.0311675 | Time: 3929.08 ms
[2022-04-01 12:10:22 main:574] : INFO : Epoch 1546 | loss: 0.0311218 | val_loss: 0.0311702 | Time: 4129.72 ms
[2022-04-01 12:10:26 main:574] : INFO : Epoch 1547 | loss: 0.0311632 | val_loss: 0.0311992 | Time: 4039.42 ms
[2022-04-01 12:10:30 main:574] : INFO : Epoch 1548 | loss: 0.0311896 | val_loss: 0.0311811 | Time: 4192.88 ms
[2022-04-01 12:10:34 main:574] : INFO : Epoch 1549 | loss: 0.0311818 | val_loss: 0.0311826 | Time: 4177.25 ms
[2022-04-01 12:10:38 main:574] : INFO : Epoch 1550 | loss: 0.0311758 | val_loss: 0.0311739 | Time: 4011.97 ms
[2022-04-01 12:10:42 main:574] : INFO : Epoch 1551 | loss: 0.0311719 | val_loss: 0.031172 | Time: 3967.45 ms
[2022-04-01 12:10:46 main:574] : INFO : Epoch 1552 | loss: 0.0311679 | val_loss: 0.0311694 | Time: 3980.26 ms
[2022-04-01 12:10:51 main:574] : INFO : Epoch 1553 | loss: 0.0311624 | val_loss: 0.0311663 | Time: 4146.04 ms
[2022-04-01 12:10:55 main:574] : INFO : Epoch 1554 | loss: 0.0311594 | val_loss: 0.0311663 | Time: 4155.58 ms
[2022-04-01 12:10:59 main:574] : INFO : Epoch 1555 | loss: 0.0311581 | val_loss: 0.0311649 | Time: 4207.33 ms
[2022-04-01 12:11:03 main:574] : INFO : Epoch 1556 | loss: 0.0311577 | val_loss: 0.0311657 | Time: 4052.67 ms
[2022-04-01 12:11:07 main:574] : INFO : Epoch 1557 | loss: 0.0311574 | val_loss: 0.0311661 | Time: 3953.64 ms
[2022-04-01 12:11:11 main:574] : INFO : Epoch 1558 | loss: 0.0311567 | val_loss: 0.0311642 | Time: 3918.42 ms
[2022-04-01 12:11:15 main:574] : INFO : Epoch 1559 | loss: 0.0311542 | val_loss: 0.0311638 | Time: 4108.01 ms
[2022-04-01 12:11:19 main:574] : INFO : Epoch 1560 | loss: 0.0311531 | val_loss: 0.0311653 | Time: 4202.82 ms
[2022-04-01 12:11:23 main:574] : INFO : Epoch 1561 | loss: 0.0311522 | val_loss: 0.0311643 | Time: 4071.89 ms
[2022-04-01 12:11:27 main:574] : INFO : Epoch 1562 | loss: 0.0311506 | val_loss: 0.0311648 | Time: 3997.05 ms
[2022-04-01 12:11:31 main:574] : INFO : Epoch 1563 | loss: 0.0311506 | val_loss: 0.031165 | Time: 4215.13 ms
[2022-04-01 12:11:36 main:574] : INFO : Epoch 1564 | loss: 0.0311491 | val_loss: 0.031165 | Time: 4162.66 ms
[2022-04-01 12:11:40 main:574] : INFO : Epoch 1565 | loss: 0.031148 | val_loss: 0.0311656 | Time: 4124.42 ms
[2022-04-01 12:11:44 main:574] : INFO : Epoch 1566 | loss: 0.0311476 | val_loss: 0.0311652 | Time: 4172.06 ms
[2022-04-01 12:11:48 main:574] : INFO : Epoch 1567 | loss: 0.0311488 | val_loss: 0.0311706 | Time: 4056.74 ms
[2022-04-01 12:11:52 main:574] : INFO : Epoch 1568 | loss: 0.0311485 | val_loss: 0.0311656 | Time: 3951.01 ms
[2022-04-01 12:11:56 main:574] : INFO : Epoch 1569 | loss: 0.0311462 | val_loss: 0.0311638 | Time: 4009.42 ms
[2022-04-01 12:12:00 main:574] : INFO : Epoch 1570 | loss: 0.0311448 | val_loss: 0.0311675 | Time: 4090.77 ms
[2022-04-01 12:12:04 main:574] : INFO : Epoch 1571 | loss: 0.031144 | val_loss: 0.0311678 | Time: 4146.9 ms
[2022-04-01 12:12:08 main:574] : INFO : Epoch 1572 | loss: 0.0311483 | val_loss: 0.0311674 | Time: 4169.81 ms
[2022-04-01 12:12:12 main:574] : INFO : Epoch 1573 | loss: 0.0311467 | val_loss: 0.0311675 | Time: 4112.53 ms
[2022-04-01 12:12:16 main:574] : INFO : Epoch 1574 | loss: 0.0311433 | val_loss: 0.0311648 | Time: 3823.8 ms
[2022-04-01 12:12:20 main:574] : INFO : Epoch 1575 | loss: 0.0311436 | val_loss: 0.0311673 | Time: 3895.74 ms
[2022-04-01 12:12:24 main:574] : INFO : Epoch 1576 | loss: 0.0311422 | val_loss: 0.0311669 | Time: 4022.71 ms
[2022-04-01 12:12:28 main:574] : INFO : Epoch 1577 | loss: 0.0311402 | val_loss: 0.0311687 | Time: 4044.83 ms
[2022-04-01 12:12:32 main:574] : INFO : Epoch 1578 | loss: 0.0311396 | val_loss: 0.031172 | Time: 4153.04 ms
[2022-04-01 12:12:37 main:574] : INFO : Epoch 1579 | loss: 0.0311386 | val_loss: 0.0311696 | Time: 4244.72 ms
[2022-04-01 12:12:41 main:574] : INFO : Epoch 1580 | loss: 0.031142 | val_loss: 0.0311697 | Time: 3991.62 ms
[2022-04-01 12:12:45 main:574] : INFO : Epoch 1581 | loss: 0.0311398 | val_loss: 0.0311711 | Time: 3959.67 ms
[2022-04-01 12:12:49 main:574] : INFO : Epoch 1582 | loss: 0.0311408 | val_loss: 0.0311722 | Time: 4134.88 ms
[2022-04-01 12:12:53 main:574] : INFO : Epoch 1583 | loss: 0.0311372 | val_loss: 0.0311698 | Time: 4106.03 ms
[2022-04-01 12:12:57 main:574] : INFO : Epoch 1584 | loss: 0.0311357 | val_loss: 0.0311719 | Time: 4192.13 ms
[2022-04-01 12:13:01 main:574] : INFO : Epoch 1585 | loss: 0.0311382 | val_loss: 0.0311687 | Time: 4073.32 ms
[2022-04-01 12:13:05 main:574] : INFO : Epoch 1586 | loss: 0.031138 | val_loss: 0.0311644 | Time: 4138.26 ms
[2022-04-01 12:13:09 main:574] : INFO : Epoch 1587 | loss: 0.0311367 | val_loss: 0.0311694 | Time: 3812.9 ms
[2022-04-01 12:13:13 main:574] : INFO : Epoch 1588 | loss: 0.0311379 | val_loss: 0.0311665 | Time: 4026.83 ms
[2022-04-01 12:13:17 main:574] : INFO : Epoch 1589 | loss: 0.0311379 | val_loss: 0.0311663 | Time: 4097.13 ms
[2022-04-01 12:13:21 main:574] : INFO : Epoch 1590 | loss: 0.0311388 | val_loss: 0.0311705 | Time: 4052.83 ms
[2022-04-01 12:13:25 main:574] : INFO : Epoch 1591 | loss: 0.0311349 | val_loss: 0.0311654 | Time: 3919.85 ms
[2022-04-01 12:13:29 main:574] : INFO : Epoch 1592 | loss: 0.0311374 | val_loss: 0.0311617 | Time: 4085.33 ms
[2022-04-01 12:13:33 main:574] : INFO : Epoch 1593 | loss: 0.031135 | val_loss: 0.0311692 | Time: 4135.81 ms
[2022-04-01 12:13:37 main:574] : INFO : Epoch 1594 | loss: 0.0311364 | val_loss: 0.0311659 | Time: 3997.57 ms
[2022-04-01 12:13:42 main:574] : INFO : Epoch 1595 | loss: 0.031136 | val_loss: 0.0311674 | Time: 4123.54 ms
[2022-04-01 12:13:45 main:574] : INFO : Epoch 1596 | loss: 0.0311393 | val_loss: 0.0311692 | Time: 3854.29 ms
[2022-04-01 12:13:49 main:574] : INFO : Epoch 1597 | loss: 0.0311373 | val_loss: 0.0311779 | Time: 3955.69 ms
[2022-04-01 12:13:53 main:574] : INFO : Epoch 1598 | loss: 0.0311358 | val_loss: 0.0311647 | Time: 3985.05 ms
[2022-04-01 12:13:57 main:574] : INFO : Epoch 1599 | loss: 0.0311351 | val_loss: 0.0311671 | Time: 3837.76 ms
[2022-04-01 12:14:01 main:574] : INFO : Epoch 1600 | loss: 0.0311365 | val_loss: 0.0311649 | Time: 4093.74 ms
[2022-04-01 12:14:05 main:574] : INFO : Epoch 1601 | loss: 0.0311348 | val_loss: 0.0311666 | Time: 4061.98 ms
[2022-04-01 12:14:09 main:574] : INFO : Epoch 1602 | loss: 0.031132 | val_loss: 0.0311605 | Time: 3908.69 ms
[2022-04-01 12:14:14 main:574] : INFO : Epoch 1603 | loss: 0.0311327 | val_loss: 0.0311649 | Time: 4206.49 ms
[2022-04-01 12:14:17 main:574] : INFO : Epoch 1604 | loss: 0.0311324 | val_loss: 0.0311657 | Time: 3919.79 ms
[2022-04-01 12:14:21 main:574] : INFO : Epoch 1605 | loss: 0.0311306 | val_loss: 0.0311667 | Time: 3965.25 ms
[2022-04-01 12:14:25 main:574] : INFO : Epoch 1606 | loss: 0.0311309 | val_loss: 0.0311651 | Time: 3901.02 ms
[2022-04-01 12:14:29 main:574] : INFO : Epoch 1607 | loss: 0.0311295 | val_loss: 0.0311619 | Time: 4013.83 ms
[2022-04-01 12:14:34 main:574] : INFO : Epoch 1608 | loss: 0.0311321 | val_loss: 0.0311644 | Time: 4237.22 ms
[2022-04-01 12:14:37 main:574] : INFO : Epoch 1609 | loss: 0.0311333 | val_loss: 0.0311688 | Time: 3881.26 ms
[2022-04-01 12:14:41 main:574] : INFO : Epoch 1610 | loss: 0.0311298 | val_loss: 0.0311676 | Time: 3995.53 ms
[2022-04-01 12:14:46 main:574] : INFO : Epoch 1611 | loss: 0.0311284 | val_loss: 0.0311677 | Time: 4258.57 ms
[2022-04-01 12:14:50 main:574] : INFO : Epoch 1612 | loss: 0.0311255 | val_loss: 0.0311705 | Time: 4056.32 ms
[2022-04-01 12:14:54 main:574] : INFO : Epoch 1613 | loss: 0.0311286 | val_loss: 0.0311649 | Time: 4054.35 ms
[2022-04-01 12:14:58 main:574] : INFO : Epoch 1614 | loss: 0.0311282 | val_loss: 0.0311676 | Time: 4152.18 ms
[2022-04-01 12:15:02 main:574] : INFO : Epoch 1615 | loss: 0.0311284 | val_loss: 0.0311655 | Time: 4000.66 ms
[2022-04-01 12:15:06 main:574] : INFO : Epoch 1616 | loss: 0.0311321 | val_loss: 0.0311624 | Time: 4079.87 ms
[2022-04-01 12:15:10 main:574] : INFO : Epoch 1617 | loss: 0.0311301 | val_loss: 0.0311622 | Time: 3989.23 ms
[2022-04-01 12:15:14 main:574] : INFO : Epoch 1618 | loss: 0.03113 | val_loss: 0.0311663 | Time: 4201.57 ms
[2022-04-01 12:15:18 main:574] : INFO : Epoch 1619 | loss: 0.0311281 | val_loss: 0.0311676 | Time: 4114.44 ms
[2022-04-01 12:15:23 main:574] : INFO : Epoch 1620 | loss: 0.0311269 | val_loss: 0.031166 | Time: 4162.1 ms
[2022-04-01 12:15:27 main:574] : INFO : Epoch 1621 | loss: 0.031125 | val_loss: 0.0311662 | Time: 4123.98 ms
[2022-04-01 12:15:31 main:574] : INFO : Epoch 1622 | loss: 0.0311273 | val_loss: 0.0311667 | Time: 4378.8 ms
[2022-04-01 12:15:35 main:574] : INFO : Epoch 1623 | loss: 0.0311273 | val_loss: 0.0311652 | Time: 4448.36 ms
[2022-04-01 12:15:40 main:574] : INFO : Epoch 1624 | loss: 0.0311259 | val_loss: 0.0311685 | Time: 4046.89 ms
[2022-04-01 12:15:44 main:574] : INFO : Epoch 1625 | loss: 0.0311257 | val_loss: 0.031168 | Time: 3970.79 ms
[2022-04-01 12:15:48 main:574] : INFO : Epoch 1626 | loss: 0.0311269 | val_loss: 0.0311726 | Time: 4222.08 ms
[2022-04-01 12:15:52 main:574] : INFO : Epoch 1627 | loss: 0.0311284 | val_loss: 0.0311696 | Time: 3952.09 ms
[2022-04-01 12:15:56 main:574] : INFO : Epoch 1628 | loss: 0.0311299 | val_loss: 0.0311645 | Time: 4011.31 ms
[2022-04-01 12:16:00 main:574] : INFO : Epoch 1629 | loss: 0.0311331 | val_loss: 0.0311681 | Time: 4007.01 ms
[2022-04-01 12:16:04 main:574] : INFO : Epoch 1630 | loss: 0.0311298 | val_loss: 0.0311643 | Time: 4219.02 ms
[2022-04-01 12:16:08 main:574] : INFO : Epoch 1631 | loss: 0.0311271 | val_loss: 0.0311649 | Time: 4048.05 ms
[2022-04-01 12:16:12 main:574] : INFO : Epoch 1632 | loss: 0.0311302 | val_loss: 0.0311687 | Time: 4142.18 ms
[2022-04-01 12:16:16 main:574] : INFO : Epoch 1633 | loss: 0.0311302 | val_loss: 0.0311708 | Time: 4081.96 ms
[2022-04-01 12:16:20 main:574] : INFO : Epoch 1634 | loss: 0.0311287 | val_loss: 0.0311657 | Time: 3962.96 ms
[2022-04-01 12:16:24 main:574] : INFO : Epoch 1635 | loss: 0.031128 | val_loss: 0.031165 | Time: 4065.69 ms
[2022-04-01 12:16:28 main:574] : INFO : Epoch 1636 | loss: 0.0311265 | val_loss: 0.0311686 | Time: 4130.2 ms
[2022-04-01 12:16:32 main:574] : INFO : Epoch 1637 | loss: 0.0311266 | val_loss: 0.0311628 | Time: 4055.33 ms
[2022-04-01 12:16:36 main:574] : INFO : Epoch 1638 | loss: 0.0311251 | val_loss: 0.0311686 | Time: 3856.55 ms
[2022-04-01 12:16:40 main:574] : INFO : Epoch 1639 | loss: 0.0311231 | val_loss: 0.031167 | Time: 4091.33 ms
[2022-04-01 12:16:44 main:574] : INFO : Epoch 1640 | loss: 0.0311237 | val_loss: 0.0311671 | Time: 3957.11 ms
[2022-04-01 12:16:48 main:574] : INFO : Epoch 1641 | loss: 0.0311221 | val_loss: 0.0311736 | Time: 3885.3 ms
[2022-04-01 12:16:52 main:574] : INFO : Epoch 1642 | loss: 0.0311229 | val_loss: 0.0311721 | Time: 4046.83 ms
[2022-04-01 12:16:56 main:574] : INFO : Epoch 1643 | loss: 0.0311366 | val_loss: 0.0311712 | Time: 4127.97 ms
[2022-04-01 12:17:00 main:574] : INFO : Epoch 1644 | loss: 0.0311255 | val_loss: 0.0311686 | Time: 4004.48 ms
[2022-04-01 12:17:04 main:574] : INFO : Epoch 1645 | loss: 0.0311189 | val_loss: 0.031172 | Time: 4000.54 ms
[2022-04-01 12:17:08 main:574] : INFO : Epoch 1646 | loss: 0.0311247 | val_loss: 0.031164 | Time: 3965.6 ms
[2022-04-01 12:17:12 main:574] : INFO : Epoch 1647 | loss: 0.0311242 | val_loss: 0.0311641 | Time: 4062.81 ms
[2022-04-01 12:17:16 main:574] : INFO : Epoch 1648 | loss: 0.0311226 | val_loss: 0.0311631 | Time: 3976.22 ms
[2022-04-01 12:17:21 main:574] : INFO : Epoch 1649 | loss: 0.031123 | val_loss: 0.0311649 | Time: 4124.24 ms
[2022-04-01 12:17:25 main:574] : INFO : Epoch 1650 | loss: 0.0311209 | val_loss: 0.0311709 | Time: 3999.83 ms
[2022-04-01 12:17:29 main:574] : INFO : Epoch 1651 | loss: 0.0311213 | val_loss: 0.0311722 | Time: 3945.34 ms
[2022-04-01 12:17:33 main:574] : INFO : Epoch 1652 | loss: 0.0311227 | val_loss: 0.0311753 | Time: 3990.69 ms
[2022-04-01 12:17:37 main:574] : INFO : Epoch 1653 | loss: 0.0311223 | val_loss: 0.0311641 | Time: 3939.12 ms
[2022-04-01 12:17:41 main:574] : INFO : Epoch 1654 | loss: 0.0311191 | val_loss: 0.0311675 | Time: 4101.71 ms
[2022-04-01 12:17:45 main:574] : INFO : Epoch 1655 | loss: 0.0311184 | val_loss: 0.0311724 | Time: 4031.7 ms
[2022-04-01 12:17:49 main:574] : INFO : Epoch 1656 | loss: 0.0311189 | val_loss: 0.0311693 | Time: 4078.11 ms
[2022-04-01 12:17:53 main:574] : INFO : Epoch 1657 | loss: 0.0311229 | val_loss: 0.0311691 | Time: 3895.56 ms
[2022-04-01 12:17:57 main:574] : INFO : Epoch 1658 | loss: 0.0311215 | val_loss: 0.0311723 | Time: 3967.37 ms
[2022-04-01 12:18:01 main:574] : INFO : Epoch 1659 | loss: 0.031126 | val_loss: 0.0311623 | Time: 4098.5 ms
[2022-04-01 12:18:05 main:574] : INFO : Epoch 1660 | loss: 0.0311222 | val_loss: 0.0311794 | Time: 4032.32 ms
[2022-04-01 12:18:09 main:574] : INFO : Epoch 1661 | loss: 0.0311221 | val_loss: 0.031166 | Time: 4032.55 ms
[2022-04-01 12:18:13 main:574] : INFO : Epoch 1662 | loss: 0.0311205 | val_loss: 0.0311652 | Time: 4132.58 ms
[2022-04-01 12:18:17 main:574] : INFO : Epoch 1663 | loss: 0.031124 | val_loss: 0.031167 | Time: 3895.52 ms
[2022-04-01 12:18:21 main:574] : INFO : Epoch 1664 | loss: 0.0311202 | val_loss: 0.0311719 | Time: 4087.45 ms
[2022-04-01 12:18:25 main:574] : INFO : Epoch 1665 | loss: 0.0311172 | val_loss: 0.0311702 | Time: 4036.19 ms
[2022-04-01 12:18:29 main:574] : INFO : Epoch 1666 | loss: 0.0311163 | val_loss: 0.0311695 | Time: 3964.87 ms
[2022-04-01 12:18:33 main:574] : INFO : Epoch 1667 | loss: 0.0311184 | val_loss: 0.031171 | Time: 4035.02 ms
[2022-04-01 12:18:37 main:574] : INFO : Epoch 1668 | loss: 0.0311208 | val_loss: 0.031164 | Time: 4205.23 ms
[2022-04-01 12:18:41 main:574] : INFO : Epoch 1669 | loss: 0.031119 | val_loss: 0.0311711 | Time: 4068.45 ms
[2022-04-01 12:18:45 main:574] : INFO : Epoch 1670 | loss: 0.0311168 | val_loss: 0.0311672 | Time: 3935.59 ms
[2022-04-01 12:18:49 main:574] : INFO : Epoch 1671 | loss: 0.0311149 | val_loss: 0.0311748 | Time: 3945.08 ms
[2022-04-01 12:18:53 main:574] : INFO : Epoch 1672 | loss: 0.0311166 | val_loss: 0.0311624 | Time: 3943.75 ms
[2022-04-01 12:18:57 main:574] : INFO : Epoch 1673 | loss: 0.0311171 | val_loss: 0.0311705 | Time: 3910.69 ms
[2022-04-01 12:19:01 main:574] : INFO : Epoch 1674 | loss: 0.0311188 | val_loss: 0.0311764 | Time: 4113.22 ms
[2022-04-01 12:19:05 main:574] : INFO : Epoch 1675 | loss: 0.0311187 | val_loss: 0.0311641 | Time: 4129.31 ms
[2022-04-01 12:19:09 main:574] : INFO : Epoch 1676 | loss: 0.0311204 | val_loss: 0.0311769 | Time: 4012.7 ms
[2022-04-01 12:19:13 main:574] : INFO : Epoch 1677 | loss: 0.031122 | val_loss: 0.0311682 | Time: 4054.41 ms
[2022-04-01 12:19:17 main:574] : INFO : Epoch 1678 | loss: 0.031121 | val_loss: 0.0311721 | Time: 4094.8 ms
[2022-04-01 12:19:22 main:574] : INFO : Epoch 1679 | loss: 0.0311193 | val_loss: 0.0311676 | Time: 4337.6 ms
[2022-04-01 12:19:26 main:574] : INFO : Epoch 1680 | loss: 0.031119 | val_loss: 0.0311667 | Time: 4418.72 ms
[2022-04-01 12:19:30 main:574] : INFO : Epoch 1681 | loss: 0.031119 | val_loss: 0.031176 | Time: 3933.87 ms
[2022-04-01 12:19:34 main:574] : INFO : Epoch 1682 | loss: 0.0311219 | val_loss: 0.0311719 | Time: 4014.82 ms
[2022-04-01 12:19:38 main:574] : INFO : Epoch 1683 | loss: 0.0311189 | val_loss: 0.0311728 | Time: 4049.28 ms
[2022-04-01 12:19:42 main:574] : INFO : Epoch 1684 | loss: 0.0311156 | val_loss: 0.0311652 | Time: 4042.75 ms
[2022-04-01 12:19:46 main:574] : INFO : Epoch 1685 | loss: 0.0311162 | val_loss: 0.0311689 | Time: 3948.46 ms
[2022-04-01 12:19:50 main:574] : INFO : Epoch 1686 | loss: 0.0311202 | val_loss: 0.0311703 | Time: 3947.98 ms
[2022-04-01 12:19:54 main:574] : INFO : Epoch 1687 | loss: 0.0311185 | val_loss: 0.0311705 | Time: 3876.81 ms
[2022-04-01 12:19:58 main:574] : INFO : Epoch 1688 | loss: 0.0311172 | val_loss: 0.0311712 | Time: 3951.88 ms
[2022-04-01 12:20:02 main:574] : INFO : Epoch 1689 | loss: 0.0311203 | val_loss: 0.0311734 | Time: 4133.76 ms
[2022-04-01 12:20:06 main:574] : INFO : Epoch 1690 | loss: 0.0311209 | val_loss: 0.0311815 | Time: 4111.86 ms
[2022-04-01 12:20:10 main:574] : INFO : Epoch 1691 | loss: 0.0311189 | val_loss: 0.0311764 | Time: 3865.51 ms
[2022-04-01 12:20:14 main:574] : INFO : Epoch 1692 | loss: 0.0311169 | val_loss: 0.0311665 | Time: 4087.35 ms
[2022-04-01 12:20:18 main:574] : INFO : Epoch 1693 | loss: 0.031127 | val_loss: 0.0311707 | Time: 3938.44 ms
[2022-04-01 12:20:22 main:574] : INFO : Epoch 1694 | loss: 0.0311349 | val_loss: 0.0311639 | Time: 4060.54 ms
[2022-04-01 12:20:26 main:574] : INFO : Epoch 1695 | loss: 0.0311298 | val_loss: 0.0311614 | Time: 4156.78 ms
[2022-04-01 12:20:30 main:574] : INFO : Epoch 1696 | loss: 0.0311268 | val_loss: 0.0311638 | Time: 4049.3 ms
[2022-04-01 12:20:34 main:574] : INFO : Epoch 1697 | loss: 0.0311251 | val_loss: 0.0311668 | Time: 4002.61 ms
[2022-04-01 12:20:38 main:574] : INFO : Epoch 1698 | loss: 0.0311237 | val_loss: 0.0311747 | Time: 3874.37 ms
[2022-04-01 12:20:42 main:574] : INFO : Epoch 1699 | loss: 0.0311219 | val_loss: 0.0311664 | Time: 3993.38 ms
[2022-04-01 12:20:46 main:574] : INFO : Epoch 1700 | loss: 0.0311193 | val_loss: 0.0311673 | Time: 3933.08 ms
[2022-04-01 12:20:50 main:574] : INFO : Epoch 1701 | loss: 0.0311229 | val_loss: 0.0311698 | Time: 4111.31 ms
[2022-04-01 12:20:55 main:574] : INFO : Epoch 1702 | loss: 0.031124 | val_loss: 0.0311693 | Time: 4246.52 ms
[2022-04-01 12:20:59 main:574] : INFO : Epoch 1703 | loss: 0.0311201 | val_loss: 0.0311648 | Time: 4011.03 ms
[2022-04-01 12:21:03 main:574] : INFO : Epoch 1704 | loss: 0.0311212 | val_loss: 0.031169 | Time: 3978.86 ms
[2022-04-01 12:21:06 main:574] : INFO : Epoch 1705 | loss: 0.0311248 | val_loss: 0.0311663 | Time: 3862.76 ms
[2022-04-01 12:21:10 main:574] : INFO : Epoch 1706 | loss: 0.0311249 | val_loss: 0.0311766 | Time: 3868.33 ms
[2022-04-01 12:21:14 main:574] : INFO : Epoch 1707 | loss: 0.0311243 | val_loss: 0.0311656 | Time: 3961.19 ms
[2022-04-01 12:21:18 main:574] : INFO : Epoch 1708 | loss: 0.0311229 | val_loss: 0.0311688 | Time: 4061 ms
[2022-04-01 12:21:22 main:574] : INFO : Epoch 1709 | loss: 0.0311227 | val_loss: 0.0311709 | Time: 4107.78 ms
[2022-04-01 12:21:27 main:574] : INFO : Epoch 1710 | loss: 0.0311285 | val_loss: 0.0311655 | Time: 4169.92 ms
[2022-04-01 12:21:31 main:574] : INFO : Epoch 1711 | loss: 0.031132 | val_loss: 0.031163 | Time: 4075.58 ms
[2022-04-01 12:21:35 main:574] : INFO : Epoch 1712 | loss: 0.0311275 | val_loss: 0.0311669 | Time: 4048.23 ms
[2022-04-01 12:21:39 main:574] : INFO : Epoch 1713 | loss: 0.0311239 | val_loss: 0.0311692 | Time: 4178.42 ms
[2022-04-01 12:21:43 main:574] : INFO : Epoch 1714 | loss: 0.0311247 | val_loss: 0.0311712 | Time: 4486.26 ms
[2022-04-01 12:21:48 main:574] : INFO : Epoch 1715 | loss: 0.0311228 | val_loss: 0.0311655 | Time: 4083.67 ms
[2022-04-01 12:21:52 main:574] : INFO : Epoch 1716 | loss: 0.0311235 | val_loss: 0.0311679 | Time: 4257.55 ms
[2022-04-01 12:21:56 main:574] : INFO : Epoch 1717 | loss: 0.0311233 | val_loss: 0.0311694 | Time: 4205.63 ms
[2022-04-01 12:22:00 main:574] : INFO : Epoch 1718 | loss: 0.0311237 | val_loss: 0.0311767 | Time: 4023.66 ms
[2022-04-01 12:22:04 main:574] : INFO : Epoch 1719 | loss: 0.0311322 | val_loss: 0.0311733 | Time: 4325.47 ms
[2022-04-01 12:22:09 main:574] : INFO : Epoch 1720 | loss: 0.0311304 | val_loss: 0.0311733 | Time: 4518.75 ms
[2022-04-01 12:22:13 main:574] : INFO : Epoch 1721 | loss: 0.0311252 | val_loss: 0.0311805 | Time: 4089.23 ms
[2022-04-01 12:22:17 main:574] : INFO : Epoch 1722 | loss: 0.0311271 | val_loss: 0.0311676 | Time: 3835.11 ms
[2022-04-01 12:22:21 main:574] : INFO : Epoch 1723 | loss: 0.0311222 | val_loss: 0.0311687 | Time: 3930.14 ms
[2022-04-01 12:22:25 main:574] : INFO : Epoch 1724 | loss: 0.0311301 | val_loss: 0.0311736 | Time: 4001.57 ms
[2022-04-01 12:22:29 main:574] : INFO : Epoch 1725 | loss: 0.0311292 | val_loss: 0.0311735 | Time: 3990.19 ms
[2022-04-01 12:22:33 main:574] : INFO : Epoch 1726 | loss: 0.0311241 | val_loss: 0.0311739 | Time: 4091.78 ms
[2022-04-01 12:22:37 main:574] : INFO : Epoch 1727 | loss: 0.0311201 | val_loss: 0.0311696 | Time: 4116.85 ms
[2022-04-01 12:22:41 main:574] : INFO : Epoch 1728 | loss: 0.0311221 | val_loss: 0.0311816 | Time: 3888.1 ms
[2022-04-01 12:22:45 main:574] : INFO : Epoch 1729 | loss: 0.0311196 | val_loss: 0.0311697 | Time: 4007.23 ms
[2022-04-01 12:22:49 main:574] : INFO : Epoch 1730 | loss: 0.0311179 | val_loss: 0.0311735 | Time: 4036.34 ms
[2022-04-01 12:22:53 main:574] : INFO : Epoch 1731 | loss: 0.0311168 | val_loss: 0.0311808 | Time: 4178.44 ms
[2022-04-01 12:22:57 main:574] : INFO : Epoch 1732 | loss: 0.0311172 | val_loss: 0.0311732 | Time: 4139.42 ms
[2022-04-01 12:23:01 main:574] : INFO : Epoch 1733 | loss: 0.0311165 | val_loss: 0.0311775 | Time: 4018.9 ms
[2022-04-01 12:23:05 main:574] : INFO : Epoch 1734 | loss: 0.0311212 | val_loss: 0.03117 | Time: 4010.58 ms
[2022-04-01 12:23:09 main:574] : INFO : Epoch 1735 | loss: 0.0311249 | val_loss: 0.031166 | Time: 4008.12 ms
[2022-04-01 12:23:14 main:574] : INFO : Epoch 1736 | loss: 0.0311229 | val_loss: 0.031176 | Time: 4252.52 ms
[2022-04-01 12:23:18 main:574] : INFO : Epoch 1737 | loss: 0.031125 | val_loss: 0.031165 | Time: 4126.43 ms
[2022-04-01 12:23:22 main:574] : INFO : Epoch 1738 | loss: 0.0311258 | val_loss: 0.0311687 | Time: 4089.5 ms
[2022-04-01 12:23:26 main:574] : INFO : Epoch 1739 | loss: 0.0311287 | val_loss: 0.0311636 | Time: 4157.81 ms
[2022-04-01 12:23:30 main:574] : INFO : Epoch 1740 | loss: 0.0311273 | val_loss: 0.031175 | Time: 4038.45 ms
[2022-04-01 12:23:34 main:574] : INFO : Epoch 1741 | loss: 0.0311236 | val_loss: 0.0311692 | Time: 4017.86 ms
[2022-04-01 12:23:38 main:574] : INFO : Epoch 1742 | loss: 0.0311194 | val_loss: 0.0311666 | Time: 4098.58 ms
[2022-04-01 12:23:42 main:574] : INFO : Epoch 1743 | loss: 0.0311169 | val_loss: 0.031165 | Time: 4190.53 ms
[2022-04-01 12:23:46 main:574] : INFO : Epoch 1744 | loss: 0.0311191 | val_loss: 0.0311766 | Time: 4195.6 ms
[2022-04-01 12:23:51 main:574] : INFO : Epoch 1745 | loss: 0.0311322 | val_loss: 0.0311702 | Time: 4328.46 ms
[2022-04-01 12:23:55 main:574] : INFO : Epoch 1746 | loss: 0.0311335 | val_loss: 0.0311621 | Time: 4008.62 ms
[2022-04-01 12:23:59 main:574] : INFO : Epoch 1747 | loss: 0.0311277 | val_loss: 0.0311657 | Time: 4094.34 ms
[2022-04-01 12:24:03 main:574] : INFO : Epoch 1748 | loss: 0.0311285 | val_loss: 0.0311679 | Time: 4544.05 ms
[2022-04-01 12:24:07 main:574] : INFO : Epoch 1749 | loss: 0.0311284 | val_loss: 0.0311734 | Time: 3992.45 ms
[2022-04-01 12:24:12 main:574] : INFO : Epoch 1750 | loss: 0.0311235 | val_loss: 0.0311724 | Time: 4105.67 ms
[2022-04-01 12:24:16 main:574] : INFO : Epoch 1751 | loss: 0.0311193 | val_loss: 0.0311694 | Time: 4143.53 ms
[2022-04-01 12:24:20 main:574] : INFO : Epoch 1752 | loss: 0.0311177 | val_loss: 0.031168 | Time: 4088.94 ms
[2022-04-01 12:24:24 main:574] : INFO : Epoch 1753 | loss: 0.0311167 | val_loss: 0.0311702 | Time: 4068.92 ms
[2022-04-01 12:24:28 main:574] : INFO : Epoch 1754 | loss: 0.031117 | val_loss: 0.0311732 | Time: 4565.48 ms
[2022-04-01 12:24:33 main:574] : INFO : Epoch 1755 | loss: 0.0311159 | val_loss: 0.0311762 | Time: 4152.61 ms
[2022-04-01 12:24:37 main:574] : INFO : Epoch 1756 | loss: 0.0311131 | val_loss: 0.0311683 | Time: 4190.24 ms
[2022-04-01 12:24:41 main:574] : INFO : Epoch 1757 | loss: 0.0311133 | val_loss: 0.0311732 | Time: 4174.86 ms
[2022-04-01 12:24:45 main:574] : INFO : Epoch 1758 | loss: 0.0311153 | val_loss: 0.0311685 | Time: 4099.5 ms
[2022-04-01 12:24:49 main:574] : INFO : Epoch 1759 | loss: 0.0311152 | val_loss: 0.0311694 | Time: 4320.58 ms
[2022-04-01 12:24:54 main:574] : INFO : Epoch 1760 | loss: 0.031122 | val_loss: 0.0311657 | Time: 4305.17 ms
[2022-04-01 12:24:58 main:574] : INFO : Epoch 1761 | loss: 0.0311185 | val_loss: 0.0311661 | Time: 4206.14 ms
[2022-04-01 12:25:02 main:574] : INFO : Epoch 1762 | loss: 0.0311153 | val_loss: 0.0311749 | Time: 3976.65 ms
[2022-04-01 12:25:06 main:574] : INFO : Epoch 1763 | loss: 0.0311181 | val_loss: 0.0311689 | Time: 3993.46 ms
[2022-04-01 12:25:10 main:574] : INFO : Epoch 1764 | loss: 0.0311444 | val_loss: 0.0311752 | Time: 4010.89 ms
[2022-04-01 12:25:14 main:574] : INFO : Epoch 1765 | loss: 0.0311591 | val_loss: 0.0311752 | Time: 4043.4 ms
[2022-04-01 12:25:18 main:574] : INFO : Epoch 1766 | loss: 0.0311629 | val_loss: 0.031171 | Time: 3926.64 ms
[2022-04-01 12:25:22 main:574] : INFO : Epoch 1767 | loss: 0.0311554 | val_loss: 0.0311685 | Time: 4088.87 ms
[2022-04-01 12:25:26 main:574] : INFO : Epoch 1768 | loss: 0.0311508 | val_loss: 0.031168 | Time: 4079.88 ms
[2022-04-01 12:25:30 main:574] : INFO : Epoch 1769 | loss: 0.0311473 | val_loss: 0.031169 | Time: 3926.03 ms
[2022-04-01 12:25:34 main:574] : INFO : Epoch 1770 | loss: 0.0311447 | val_loss: 0.0311672 | Time: 3986.41 ms
[2022-04-01 12:25:38 main:574] : INFO : Epoch 1771 | loss: 0.0311444 | val_loss: 0.0311688 | Time: 3909.05 ms
[2022-04-01 12:25:42 main:574] : INFO : Epoch 1772 | loss: 0.0311419 | val_loss: 0.0311716 | Time: 3937.76 ms
[2022-04-01 12:25:46 main:574] : INFO : Epoch 1773 | loss: 0.031143 | val_loss: 0.0311696 | Time: 4107.89 ms
[2022-04-01 12:25:50 main:574] : INFO : Epoch 1774 | loss: 0.03114 | val_loss: 0.03117 | Time: 4037.61 ms
[2022-04-01 12:25:54 main:574] : INFO : Epoch 1775 | loss: 0.0311386 | val_loss: 0.0311747 | Time: 3976.79 ms
[2022-04-01 12:25:58 main:574] : INFO : Epoch 1776 | loss: 0.0311386 | val_loss: 0.0311699 | Time: 3955.49 ms
[2022-04-01 12:26:02 main:574] : INFO : Epoch 1777 | loss: 0.0311384 | val_loss: 0.0311724 | Time: 4133.87 ms
[2022-04-01 12:26:06 main:574] : INFO : Epoch 1778 | loss: 0.0311365 | val_loss: 0.0311707 | Time: 4218.74 ms
[2022-04-01 12:26:10 main:574] : INFO : Epoch 1779 | loss: 0.0311354 | val_loss: 0.0311735 | Time: 4050.85 ms
[2022-04-01 12:26:14 main:574] : INFO : Epoch 1780 | loss: 0.0311345 | val_loss: 0.0311706 | Time: 4106.01 ms
[2022-04-01 12:26:18 main:574] : INFO : Epoch 1781 | loss: 0.0311327 | val_loss: 0.0311741 | Time: 3837.59 ms
[2022-04-01 12:26:22 main:574] : INFO : Epoch 1782 | loss: 0.0311325 | val_loss: 0.0311784 | Time: 4078.62 ms
[2022-04-01 12:26:26 main:574] : INFO : Epoch 1783 | loss: 0.0311338 | val_loss: 0.0311733 | Time: 4159.13 ms
[2022-04-01 12:26:31 main:574] : INFO : Epoch 1784 | loss: 0.0311326 | val_loss: 0.031173 | Time: 4039.15 ms
[2022-04-01 12:26:35 main:574] : INFO : Epoch 1785 | loss: 0.0311325 | val_loss: 0.0311665 | Time: 4180.89 ms
[2022-04-01 12:26:39 main:574] : INFO : Epoch 1786 | loss: 0.0311306 | val_loss: 0.0311739 | Time: 4030.57 ms
[2022-04-01 12:26:43 main:574] : INFO : Epoch 1787 | loss: 0.0311289 | val_loss: 0.031172 | Time: 4001.16 ms
[2022-04-01 12:26:47 main:574] : INFO : Epoch 1788 | loss: 0.0311275 | val_loss: 0.0311769 | Time: 4130.9 ms
[2022-04-01 12:26:51 main:574] : INFO : Epoch 1789 | loss: 0.0311274 | val_loss: 0.0311726 | Time: 4044.4 ms
[2022-04-01 12:26:55 main:574] : INFO : Epoch 1790 | loss: 0.0311272 | val_loss: 0.0311768 | Time: 4151.87 ms
[2022-04-01 12:26:59 main:574] : INFO : Epoch 1791 | loss: 0.031127 | val_loss: 0.0311754 | Time: 4132.76 ms
[2022-04-01 12:27:03 main:574] : INFO : Epoch 1792 | loss: 0.0311341 | val_loss: 0.031176 | Time: 4000.11 ms
[2022-04-01 12:27:07 main:574] : INFO : Epoch 1793 | loss: 0.0311329 | val_loss: 0.0311689 | Time: 3942.04 ms
[2022-04-01 12:27:11 main:574] : INFO : Epoch 1794 | loss: 0.0311307 | val_loss: 0.031171 | Time: 3992.54 ms
[2022-04-01 12:27:15 main:574] : INFO : Epoch 1795 | loss: 0.0311296 | val_loss: 0.0311759 | Time: 4026.68 ms
[2022-04-01 12:27:19 main:574] : INFO : Epoch 1796 | loss: 0.0311285 | val_loss: 0.0311693 | Time: 4268.45 ms
[2022-04-01 12:27:24 main:574] : INFO : Epoch 1797 | loss: 0.0311281 | val_loss: 0.0311716 | Time: 4120.77 ms
[2022-04-01 12:27:28 main:574] : INFO : Epoch 1798 | loss: 0.0311276 | val_loss: 0.0311711 | Time: 4167.15 ms
[2022-04-01 12:27:32 main:574] : INFO : Epoch 1799 | loss: 0.0311294 | val_loss: 0.0311677 | Time: 3971.19 ms
[2022-04-01 12:27:36 main:574] : INFO : Epoch 1800 | loss: 0.031129 | val_loss: 0.03117 | Time: 4228.66 ms
[2022-04-01 12:27:40 main:574] : INFO : Epoch 1801 | loss: 0.0311273 | val_loss: 0.0311756 | Time: 4157.69 ms
[2022-04-01 12:27:44 main:574] : INFO : Epoch 1802 | loss: 0.0311235 | val_loss: 0.0311786 | Time: 4262.35 ms
[2022-04-01 12:27:49 main:574] : INFO : Epoch 1803 | loss: 0.0311248 | val_loss: 0.0311829 | Time: 4091.13 ms
[2022-04-01 12:27:53 main:574] : INFO : Epoch 1804 | loss: 0.0311259 | val_loss: 0.0311711 | Time: 3996.05 ms
[2022-04-01 12:27:57 main:574] : INFO : Epoch 1805 | loss: 0.0311317 | val_loss: 0.0311674 | Time: 4090.04 ms
[2022-04-01 12:28:01 main:574] : INFO : Epoch 1806 | loss: 0.0311282 | val_loss: 0.0311689 | Time: 3960.76 ms
[2022-04-01 12:28:04 main:574] : INFO : Epoch 1807 | loss: 0.0311279 | val_loss: 0.03117 | Time: 3927.66 ms
[2022-04-01 12:28:09 main:574] : INFO : Epoch 1808 | loss: 0.0311272 | val_loss: 0.0311682 | Time: 4073.23 ms
[2022-04-01 12:28:13 main:574] : INFO : Epoch 1809 | loss: 0.0311254 | val_loss: 0.0311695 | Time: 4102.11 ms
[2022-04-01 12:28:17 main:574] : INFO : Epoch 1810 | loss: 0.0311224 | val_loss: 0.0311718 | Time: 3942.72 ms
[2022-04-01 12:28:21 main:574] : INFO : Epoch 1811 | loss: 0.0311218 | val_loss: 0.0311689 | Time: 4177.68 ms
[2022-04-01 12:28:25 main:574] : INFO : Epoch 1812 | loss: 0.0311233 | val_loss: 0.0311806 | Time: 3932.85 ms
[2022-04-01 12:28:29 main:574] : INFO : Epoch 1813 | loss: 0.031124 | val_loss: 0.0311695 | Time: 4017.43 ms
[2022-04-01 12:28:33 main:574] : INFO : Epoch 1814 | loss: 0.0311215 | val_loss: 0.0311693 | Time: 3890.61 ms
[2022-04-01 12:28:37 main:574] : INFO : Epoch 1815 | loss: 0.0311274 | val_loss: 0.0311656 | Time: 4007.75 ms
[2022-04-01 12:28:41 main:574] : INFO : Epoch 1816 | loss: 0.0311294 | val_loss: 0.031179 | Time: 3932.66 ms
[2022-04-01 12:28:45 main:574] : INFO : Epoch 1817 | loss: 0.0311278 | val_loss: 0.0311731 | Time: 4218.35 ms
[2022-04-01 12:28:49 main:574] : INFO : Epoch 1818 | loss: 0.0311256 | val_loss: 0.031179 | Time: 4049.14 ms
[2022-04-01 12:28:53 main:574] : INFO : Epoch 1819 | loss: 0.0311243 | val_loss: 0.0311751 | Time: 3771.17 ms
[2022-04-01 12:28:57 main:574] : INFO : Epoch 1820 | loss: 0.0311227 | val_loss: 0.0311751 | Time: 4074.8 ms
[2022-04-01 12:29:01 main:574] : INFO : Epoch 1821 | loss: 0.0311293 | val_loss: 0.0311744 | Time: 4074.36 ms
[2022-04-01 12:29:05 main:574] : INFO : Epoch 1822 | loss: 0.0311261 | val_loss: 0.031174 | Time: 3836.76 ms
[2022-04-01 12:29:09 main:574] : INFO : Epoch 1823 | loss: 0.0311264 | val_loss: 0.0311738 | Time: 3995.88 ms
[2022-04-01 12:29:13 main:574] : INFO : Epoch 1824 | loss: 0.0311242 | val_loss: 0.0311688 | Time: 4021.16 ms
[2022-04-01 12:29:17 main:574] : INFO : Epoch 1825 | loss: 0.0311248 | val_loss: 0.0311682 | Time: 3967.14 ms
[2022-04-01 12:29:21 main:574] : INFO : Epoch 1826 | loss: 0.0311247 | val_loss: 0.0311717 | Time: 4043.23 ms
[2022-04-01 12:29:25 main:574] : INFO : Epoch 1827 | loss: 0.0311258 | val_loss: 0.0311744 | Time: 4047.74 ms
[2022-04-01 12:29:29 main:574] : INFO : Epoch 1828 | loss: 0.0311237 | val_loss: 0.0311709 | Time: 4192.34 ms
[2022-04-01 12:29:34 main:574] : INFO : Epoch 1829 | loss: 0.0311282 | val_loss: 0.0311752 | Time: 4571.73 ms
[2022-04-01 12:29:38 main:574] : INFO : Epoch 1830 | loss: 0.0311304 | val_loss: 0.0311645 | Time: 4156.46 ms
[2022-04-01 12:29:42 main:574] : INFO : Epoch 1831 | loss: 0.0311299 | val_loss: 0.0311687 | Time: 4069.2 ms
[2022-04-01 12:29:46 main:574] : INFO : Epoch 1832 | loss: 0.0311315 | val_loss: 0.0311882 | Time: 4203.59 ms
[2022-04-01 12:29:50 main:574] : INFO : Epoch 1833 | loss: 0.0311923 | val_loss: 0.0312603 | Time: 4080.65 ms
[2022-04-01 12:29:54 main:574] : INFO : Epoch 1834 | loss: 0.0347447 | val_loss: 0.0332364 | Time: 4111.51 ms
[2022-04-01 12:29:59 main:574] : INFO : Epoch 1835 | loss: 0.0319257 | val_loss: 0.0314675 | Time: 4424.98 ms
[2022-04-01 12:30:02 main:574] : INFO : Epoch 1836 | loss: 0.0313219 | val_loss: 0.0312554 | Time: 3893.32 ms
[2022-04-01 12:30:07 main:574] : INFO : Epoch 1837 | loss: 0.0312442 | val_loss: 0.0312341 | Time: 4149.72 ms
[2022-04-01 12:30:11 main:574] : INFO : Epoch 1838 | loss: 0.0312282 | val_loss: 0.0312227 | Time: 4142.47 ms
[2022-04-01 12:30:15 main:574] : INFO : Epoch 1839 | loss: 0.0312224 | val_loss: 0.0312223 | Time: 4072.32 ms
[2022-04-01 12:30:19 main:574] : INFO : Epoch 1840 | loss: 0.0312208 | val_loss: 0.0312178 | Time: 4056.17 ms
[2022-04-01 12:30:23 main:574] : INFO : Epoch 1841 | loss: 0.0312187 | val_loss: 0.0312161 | Time: 4327.57 ms
[2022-04-01 12:30:27 main:574] : INFO : Epoch 1842 | loss: 0.0312181 | val_loss: 0.0312162 | Time: 4107.35 ms
[2022-04-01 12:30:32 main:574] : INFO : Epoch 1843 | loss: 0.0312184 | val_loss: 0.0312151 | Time: 4182.07 ms
[2022-04-01 12:30:36 main:574] : INFO : Epoch 1844 | loss: 0.031218 | val_loss: 0.0312156 | Time: 4264.52 ms
[2022-04-01 12:30:40 main:574] : INFO : Epoch 1845 | loss: 0.0312194 | val_loss: 0.031216 | Time: 4143.66 ms
[2022-04-01 12:30:44 main:574] : INFO : Epoch 1846 | loss: 0.0312172 | val_loss: 0.0312145 | Time: 3981.97 ms
[2022-04-01 12:30:48 main:574] : INFO : Epoch 1847 | loss: 0.0312153 | val_loss: 0.0312125 | Time: 4263.16 ms
[2022-04-01 12:30:52 main:574] : INFO : Epoch 1848 | loss: 0.0312155 | val_loss: 0.0312098 | Time: 4126.81 ms
[2022-04-01 12:30:57 main:574] : INFO : Epoch 1849 | loss: 0.0312154 | val_loss: 0.0312147 | Time: 4193.75 ms
[2022-04-01 12:31:01 main:574] : INFO : Epoch 1850 | loss: 0.0312115 | val_loss: 0.031207 | Time: 4106.32 ms
[2022-04-01 12:31:05 main:574] : INFO : Epoch 1851 | loss: 0.031203 | val_loss: 0.0311962 | Time: 4032.94 ms
[2022-04-01 12:31:09 main:574] : INFO : Epoch 1852 | loss: 0.0311996 | val_loss: 0.031194 | Time: 3869.35 ms
[2022-04-01 12:31:13 main:574] : INFO : Epoch 1853 | loss: 0.0311969 | val_loss: 0.0311936 | Time: 4407.46 ms
[2022-04-01 12:31:17 main:574] : INFO : Epoch 1854 | loss: 0.0311957 | val_loss: 0.0311936 | Time: 4265.1 ms
[2022-04-01 12:31:21 main:574] : INFO : Epoch 1855 | loss: 0.0311932 | val_loss: 0.0311893 | Time: 3947.51 ms
[2022-04-01 12:31:25 main:574] : INFO : Epoch 1856 | loss: 0.0311921 | val_loss: 0.0311901 | Time: 4030.75 ms
[2022-04-01 12:31:29 main:574] : INFO : Epoch 1857 | loss: 0.0311923 | val_loss: 0.0311893 | Time: 4114.75 ms
[2022-04-01 12:31:33 main:574] : INFO : Epoch 1858 | loss: 0.0311903 | val_loss: 0.0311876 | Time: 3902.46 ms
[2022-04-01 12:31:37 main:574] : INFO : Epoch 1859 | loss: 0.0311888 | val_loss: 0.0311873 | Time: 4144.26 ms
[2022-04-01 12:31:41 main:574] : INFO : Epoch 1860 | loss: 0.0311884 | val_loss: 0.0311878 | Time: 4107.55 ms
[2022-04-01 12:31:46 main:574] : INFO : Epoch 1861 | loss: 0.0311881 | val_loss: 0.0311867 | Time: 4035.56 ms
[2022-04-01 12:31:50 main:574] : INFO : Epoch 1862 | loss: 0.0311872 | val_loss: 0.0311865 | Time: 4013.11 ms
[2022-04-01 12:31:53 main:574] : INFO : Epoch 1863 | loss: 0.0311861 | val_loss: 0.0311868 | Time: 3949.61 ms
[2022-04-01 12:31:58 main:574] : INFO : Epoch 1864 | loss: 0.0311864 | val_loss: 0.0311897 | Time: 4126.83 ms
[2022-04-01 12:32:02 main:574] : INFO : Epoch 1865 | loss: 0.0311848 | val_loss: 0.0311883 | Time: 3991.94 ms
[2022-04-01 12:32:06 main:574] : INFO : Epoch 1866 | loss: 0.031184 | val_loss: 0.0311855 | Time: 3966.82 ms
[2022-04-01 12:32:10 main:574] : INFO : Epoch 1867 | loss: 0.0311832 | val_loss: 0.0311859 | Time: 4299.78 ms
[2022-04-01 12:32:14 main:574] : INFO : Epoch 1868 | loss: 0.0311827 | val_loss: 0.0311857 | Time: 3890.76 ms
[2022-04-01 12:32:18 main:574] : INFO : Epoch 1869 | loss: 0.0311827 | val_loss: 0.0311854 | Time: 3998.1 ms
[2022-04-01 12:32:22 main:574] : INFO : Epoch 1870 | loss: 0.0311828 | val_loss: 0.0311866 | Time: 4055.88 ms
[2022-04-01 12:32:26 main:574] : INFO : Epoch 1871 | loss: 0.0311821 | val_loss: 0.0311853 | Time: 4016.56 ms
[2022-04-01 12:32:30 main:574] : INFO : Epoch 1872 | loss: 0.0311826 | val_loss: 0.0311861 | Time: 4199.48 ms
[2022-04-01 12:32:34 main:574] : INFO : Epoch 1873 | loss: 0.0311823 | val_loss: 0.0311824 | Time: 4184.99 ms
[2022-04-01 12:32:38 main:574] : INFO : Epoch 1874 | loss: 0.0311757 | val_loss: 0.0311817 | Time: 3845.87 ms
[2022-04-01 12:32:42 main:574] : INFO : Epoch 1875 | loss: 0.031173 | val_loss: 0.0311766 | Time: 4016.51 ms
[2022-04-01 12:32:46 main:574] : INFO : Epoch 1876 | loss: 0.0311724 | val_loss: 0.0311758 | Time: 4087.79 ms
[2022-04-01 12:32:50 main:574] : INFO : Epoch 1877 | loss: 0.0311709 | val_loss: 0.0311749 | Time: 4162.11 ms
[2022-04-01 12:32:55 main:574] : INFO : Epoch 1878 | loss: 0.0311698 | val_loss: 0.0311719 | Time: 4230 ms
[2022-04-01 12:32:59 main:574] : INFO : Epoch 1879 | loss: 0.0311688 | val_loss: 0.0311725 | Time: 4180.88 ms
[2022-04-01 12:33:03 main:574] : INFO : Epoch 1880 | loss: 0.0311677 | val_loss: 0.0311718 | Time: 4098.13 ms
[2022-04-01 12:33:07 main:574] : INFO : Epoch 1881 | loss: 0.0311666 | val_loss: 0.0311722 | Time: 3922.66 ms
[2022-04-01 12:33:11 main:574] : INFO : Epoch 1882 | loss: 0.0311659 | val_loss: 0.0311708 | Time: 4061.88 ms
[2022-04-01 12:33:15 main:574] : INFO : Epoch 1883 | loss: 0.0311652 | val_loss: 0.0311698 | Time: 4106.66 ms
[2022-04-01 12:33:19 main:574] : INFO : Epoch 1884 | loss: 0.0311648 | val_loss: 0.0311703 | Time: 4237.13 ms
[2022-04-01 12:33:23 main:574] : INFO : Epoch 1885 | loss: 0.0311655 | val_loss: 0.0311713 | Time: 4121.38 ms
[2022-04-01 12:33:27 main:574] : INFO : Epoch 1886 | loss: 0.0311646 | val_loss: 0.0311712 | Time: 3979.54 ms
[2022-04-01 12:33:32 main:574] : INFO : Epoch 1887 | loss: 0.0311641 | val_loss: 0.0311694 | Time: 4222.04 ms
[2022-04-01 12:33:36 main:574] : INFO : Epoch 1888 | loss: 0.0311631 | val_loss: 0.0311705 | Time: 4249.17 ms
[2022-04-01 12:33:40 main:574] : INFO : Epoch 1889 | loss: 0.0311626 | val_loss: 0.0311688 | Time: 4029.21 ms
[2022-04-01 12:33:44 main:574] : INFO : Epoch 1890 | loss: 0.0311621 | val_loss: 0.0311697 | Time: 4127.14 ms
[2022-04-01 12:33:48 main:574] : INFO : Epoch 1891 | loss: 0.0311613 | val_loss: 0.0311689 | Time: 4077.74 ms
[2022-04-01 12:33:52 main:574] : INFO : Epoch 1892 | loss: 0.0311609 | val_loss: 0.0311696 | Time: 4140.83 ms
[2022-04-01 12:33:56 main:574] : INFO : Epoch 1893 | loss: 0.0311623 | val_loss: 0.0311706 | Time: 4169.73 ms
[2022-04-01 12:34:01 main:574] : INFO : Epoch 1894 | loss: 0.0311616 | val_loss: 0.0311681 | Time: 4718.79 ms
[2022-04-01 12:34:05 main:574] : INFO : Epoch 1895 | loss: 0.0311612 | val_loss: 0.0311712 | Time: 4041.13 ms
[2022-04-01 12:34:09 main:574] : INFO : Epoch 1896 | loss: 0.0311612 | val_loss: 0.0311704 | Time: 4110.82 ms
[2022-04-01 12:34:13 main:574] : INFO : Epoch 1897 | loss: 0.0311618 | val_loss: 0.0311686 | Time: 4124.59 ms
[2022-04-01 12:34:17 main:574] : INFO : Epoch 1898 | loss: 0.0311612 | val_loss: 0.0311689 | Time: 4068.48 ms
[2022-04-01 12:34:22 main:574] : INFO : Epoch 1899 | loss: 0.0311633 | val_loss: 0.0311711 | Time: 4223.02 ms
[2022-04-01 12:34:26 main:574] : INFO : Epoch 1900 | loss: 0.0311643 | val_loss: 0.0311723 | Time: 4672.64 ms
[2022-04-01 12:34:30 main:574] : INFO : Epoch 1901 | loss: 0.0311628 | val_loss: 0.0311707 | Time: 4109.13 ms
[2022-04-01 12:34:35 main:574] : INFO : Epoch 1902 | loss: 0.0311627 | val_loss: 0.0311711 | Time: 4218.5 ms
[2022-04-01 12:34:39 main:574] : INFO : Epoch 1903 | loss: 0.0311634 | val_loss: 0.0311694 | Time: 4139.51 ms
[2022-04-01 12:34:43 main:574] : INFO : Epoch 1904 | loss: 0.031162 | val_loss: 0.0311694 | Time: 3996.05 ms
[2022-04-01 12:34:47 main:574] : INFO : Epoch 1905 | loss: 0.0311607 | val_loss: 0.0311685 | Time: 4085.54 ms
[2022-04-01 12:34:52 main:574] : INFO : Epoch 1906 | loss: 0.0311612 | val_loss: 0.0311698 | Time: 4693.61 ms
[2022-04-01 12:34:56 main:574] : INFO : Epoch 1907 | loss: 0.0311615 | val_loss: 0.0311686 | Time: 4093.02 ms
[2022-04-01 12:35:00 main:574] : INFO : Epoch 1908 | loss: 0.0311591 | val_loss: 0.0311697 | Time: 4116 ms
[2022-04-01 12:35:04 main:574] : INFO : Epoch 1909 | loss: 0.031158 | val_loss: 0.0311687 | Time: 4086.99 ms
[2022-04-01 12:35:08 main:574] : INFO : Epoch 1910 | loss: 0.0311594 | val_loss: 0.031168 | Time: 4144.66 ms
[2022-04-01 12:35:12 main:574] : INFO : Epoch 1911 | loss: 0.031161 | val_loss: 0.0311663 | Time: 4039.55 ms
[2022-04-01 12:35:17 main:574] : INFO : Epoch 1912 | loss: 0.0311581 | val_loss: 0.031166 | Time: 4618.48 ms
[2022-04-01 12:35:21 main:574] : INFO : Epoch 1913 | loss: 0.0311567 | val_loss: 0.0311644 | Time: 4148.34 ms
[2022-04-01 12:35:25 main:574] : INFO : Epoch 1914 | loss: 0.0311581 | val_loss: 0.0311646 | Time: 4172.98 ms
[2022-04-01 12:35:29 main:574] : INFO : Epoch 1915 | loss: 0.031157 | val_loss: 0.031165 | Time: 4042.56 ms
[2022-04-01 12:35:33 main:574] : INFO : Epoch 1916 | loss: 0.0311564 | val_loss: 0.0311645 | Time: 4074.4 ms
[2022-04-01 12:35:37 main:574] : INFO : Epoch 1917 | loss: 0.0311572 | val_loss: 0.0311663 | Time: 4205.97 ms
[2022-04-01 12:35:42 main:574] : INFO : Epoch 1918 | loss: 0.0311569 | val_loss: 0.0311659 | Time: 4615.08 ms
[2022-04-01 12:35:46 main:574] : INFO : Epoch 1919 | loss: 0.031158 | val_loss: 0.0311683 | Time: 4228.27 ms
[2022-04-01 12:35:50 main:574] : INFO : Epoch 1920 | loss: 0.0311576 | val_loss: 0.0311686 | Time: 4199.36 ms
[2022-04-01 12:35:55 main:574] : INFO : Epoch 1921 | loss: 0.0311564 | val_loss: 0.0311671 | Time: 4195.5 ms
[2022-04-01 12:35:59 main:574] : INFO : Epoch 1922 | loss: 0.0311563 | val_loss: 0.0311694 | Time: 4124.64 ms
[2022-04-01 12:36:03 main:574] : INFO : Epoch 1923 | loss: 0.0311592 | val_loss: 0.0311662 | Time: 4156.9 ms
[2022-04-01 12:36:07 main:574] : INFO : Epoch 1924 | loss: 0.0311566 | val_loss: 0.0311674 | Time: 4211.33 ms
[2022-04-01 12:36:11 main:574] : INFO : Epoch 1925 | loss: 0.0311604 | val_loss: 0.0311682 | Time: 4102.43 ms
[2022-04-01 12:36:15 main:574] : INFO : Epoch 1926 | loss: 0.0311567 | val_loss: 0.0311661 | Time: 4098.22 ms
[2022-04-01 12:36:20 main:574] : INFO : Epoch 1927 | loss: 0.0311575 | val_loss: 0.031172 | Time: 4155.08 ms
[2022-04-01 12:36:24 main:574] : INFO : Epoch 1928 | loss: 0.0311564 | val_loss: 0.0311697 | Time: 4147.03 ms
[2022-04-01 12:36:28 main:574] : INFO : Epoch 1929 | loss: 0.0311535 | val_loss: 0.0311685 | Time: 4096.12 ms
[2022-04-01 12:36:32 main:574] : INFO : Epoch 1930 | loss: 0.0311524 | val_loss: 0.0311667 | Time: 4144.12 ms
[2022-04-01 12:36:36 main:574] : INFO : Epoch 1931 | loss: 0.0311548 | val_loss: 0.0311731 | Time: 4174.99 ms
[2022-04-01 12:36:40 main:574] : INFO : Epoch 1932 | loss: 0.0311563 | val_loss: 0.0311688 | Time: 4190.51 ms
[2022-04-01 12:36:45 main:574] : INFO : Epoch 1933 | loss: 0.0311534 | val_loss: 0.0311694 | Time: 4231.88 ms
[2022-04-01 12:36:49 main:574] : INFO : Epoch 1934 | loss: 0.0311543 | val_loss: 0.0311694 | Time: 4165.23 ms
[2022-04-01 12:36:53 main:574] : INFO : Epoch 1935 | loss: 0.031152 | val_loss: 0.0311684 | Time: 4077.84 ms
[2022-04-01 12:36:57 main:574] : INFO : Epoch 1936 | loss: 0.0311542 | val_loss: 0.0311686 | Time: 4314.51 ms
[2022-04-01 12:37:01 main:574] : INFO : Epoch 1937 | loss: 0.0311518 | val_loss: 0.0311677 | Time: 3968.13 ms
[2022-04-01 12:37:05 main:574] : INFO : Epoch 1938 | loss: 0.0311551 | val_loss: 0.0311652 | Time: 4088.27 ms
[2022-04-01 12:37:10 main:574] : INFO : Epoch 1939 | loss: 0.0311521 | val_loss: 0.0311632 | Time: 4500.39 ms
[2022-04-01 12:37:14 main:574] : INFO : Epoch 1940 | loss: 0.0311502 | val_loss: 0.0311675 | Time: 3965.08 ms
[2022-04-01 12:37:18 main:574] : INFO : Epoch 1941 | loss: 0.0311519 | val_loss: 0.0311613 | Time: 4151.4 ms
[2022-04-01 12:37:22 main:574] : INFO : Epoch 1942 | loss: 0.031151 | val_loss: 0.0311597 | Time: 4163.32 ms
[2022-04-01 12:37:26 main:574] : INFO : Epoch 1943 | loss: 0.0311507 | val_loss: 0.0311641 | Time: 4068.85 ms
[2022-04-01 12:37:30 main:574] : INFO : Epoch 1944 | loss: 0.0311502 | val_loss: 0.031162 | Time: 4054.8 ms
[2022-04-01 12:37:35 main:574] : INFO : Epoch 1945 | loss: 0.0311485 | val_loss: 0.0311613 | Time: 4525.67 ms
[2022-04-01 12:37:39 main:574] : INFO : Epoch 1946 | loss: 0.0311476 | val_loss: 0.0311589 | Time: 3952.03 ms
[2022-04-01 12:37:43 main:574] : INFO : Epoch 1947 | loss: 0.0311481 | val_loss: 0.0311627 | Time: 4283.73 ms
[2022-04-01 12:37:47 main:574] : INFO : Epoch 1948 | loss: 0.0311465 | val_loss: 0.0311608 | Time: 4195.14 ms
[2022-04-01 12:37:51 main:574] : INFO : Epoch 1949 | loss: 0.0311455 | val_loss: 0.0311643 | Time: 3983.66 ms
[2022-04-01 12:37:55 main:574] : INFO : Epoch 1950 | loss: 0.0311458 | val_loss: 0.0311651 | Time: 3820.11 ms
[2022-04-01 12:37:59 main:574] : INFO : Epoch 1951 | loss: 0.0311482 | val_loss: 0.0311628 | Time: 4128.87 ms
[2022-04-01 12:38:03 main:574] : INFO : Epoch 1952 | loss: 0.0311493 | val_loss: 0.0311668 | Time: 4161.6 ms
[2022-04-01 12:38:07 main:574] : INFO : Epoch 1953 | loss: 0.0311474 | val_loss: 0.0311638 | Time: 4166.92 ms
[2022-04-01 12:38:12 main:574] : INFO : Epoch 1954 | loss: 0.0311467 | val_loss: 0.03116 | Time: 4192.97 ms
[2022-04-01 12:38:16 main:574] : INFO : Epoch 1955 | loss: 0.031147 | val_loss: 0.0311608 | Time: 4195.9 ms
[2022-04-01 12:38:20 main:574] : INFO : Epoch 1956 | loss: 0.0311461 | val_loss: 0.0311623 | Time: 4030.99 ms
[2022-04-01 12:38:24 main:574] : INFO : Epoch 1957 | loss: 0.0311452 | val_loss: 0.031162 | Time: 4321.74 ms
[2022-04-01 12:38:28 main:574] : INFO : Epoch 1958 | loss: 0.0311464 | val_loss: 0.0311621 | Time: 4231.03 ms
[2022-04-01 12:38:32 main:574] : INFO : Epoch 1959 | loss: 0.0311459 | val_loss: 0.0311651 | Time: 4080.35 ms
[2022-04-01 12:38:37 main:574] : INFO : Epoch 1960 | loss: 0.0311471 | val_loss: 0.0311607 | Time: 4273.84 ms
[2022-04-01 12:38:41 main:574] : INFO : Epoch 1961 | loss: 0.0311496 | val_loss: 0.0311603 | Time: 4309.38 ms
[2022-04-01 12:38:45 main:574] : INFO : Epoch 1962 | loss: 0.0311474 | val_loss: 0.0311655 | Time: 3946.71 ms
[2022-04-01 12:38:49 main:574] : INFO : Epoch 1963 | loss: 0.0311505 | val_loss: 0.0311614 | Time: 4226.74 ms
[2022-04-01 12:38:53 main:574] : INFO : Epoch 1964 | loss: 0.0311451 | val_loss: 0.0311612 | Time: 3985.1 ms
[2022-04-01 12:38:57 main:574] : INFO : Epoch 1965 | loss: 0.0311477 | val_loss: 0.03116 | Time: 4113.71 ms
[2022-04-01 12:39:01 main:574] : INFO : Epoch 1966 | loss: 0.0311525 | val_loss: 0.0311638 | Time: 4071.98 ms
[2022-04-01 12:39:06 main:574] : INFO : Epoch 1967 | loss: 0.031152 | val_loss: 0.0311601 | Time: 4142.35 ms
[2022-04-01 12:39:09 main:574] : INFO : Epoch 1968 | loss: 0.0311469 | val_loss: 0.031159 | Time: 3812.87 ms
[2022-04-01 12:39:13 main:574] : INFO : Epoch 1969 | loss: 0.0311466 | val_loss: 0.0311663 | Time: 4042.85 ms
[2022-04-01 12:39:18 main:574] : INFO : Epoch 1970 | loss: 0.0311474 | val_loss: 0.0311601 | Time: 4191.06 ms
[2022-04-01 12:39:21 main:574] : INFO : Epoch 1971 | loss: 0.0311456 | val_loss: 0.0311578 | Time: 3912.45 ms
[2022-04-01 12:39:26 main:574] : INFO : Epoch 1972 | loss: 0.0311436 | val_loss: 0.0311555 | Time: 4193.16 ms
[2022-04-01 12:39:30 main:574] : INFO : Epoch 1973 | loss: 0.0311449 | val_loss: 0.031157 | Time: 4178.17 ms
[2022-04-01 12:39:34 main:574] : INFO : Epoch 1974 | loss: 0.0311427 | val_loss: 0.0311591 | Time: 4008.05 ms
[2022-04-01 12:39:38 main:574] : INFO : Epoch 1975 | loss: 0.0311423 | val_loss: 0.0311569 | Time: 4041.96 ms
[2022-04-01 12:39:42 main:574] : INFO : Epoch 1976 | loss: 0.0311413 | val_loss: 0.0311586 | Time: 4278.09 ms
[2022-04-01 12:39:46 main:574] : INFO : Epoch 1977 | loss: 0.0311406 | val_loss: 0.0311607 | Time: 4143.94 ms
[2022-04-01 12:39:51 main:574] : INFO : Epoch 1978 | loss: 0.0311403 | val_loss: 0.0311593 | Time: 4187.89 ms
[2022-04-01 12:39:55 main:574] : INFO : Epoch 1979 | loss: 0.0311377 | val_loss: 0.0311589 | Time: 3971.08 ms
[2022-04-01 12:39:59 main:574] : INFO : Epoch 1980 | loss: 0.0311395 | val_loss: 0.0311611 | Time: 4119.75 ms
[2022-04-01 12:40:03 main:574] : INFO : Epoch 1981 | loss: 0.031139 | val_loss: 0.0311613 | Time: 4205.44 ms
[2022-04-01 12:40:07 main:574] : INFO : Epoch 1982 | loss: 0.0311405 | val_loss: 0.0311599 | Time: 3860.23 ms
[2022-04-01 12:40:11 main:574] : INFO : Epoch 1983 | loss: 0.0311392 | val_loss: 0.0311619 | Time: 4169.11 ms
[2022-04-01 12:40:15 main:574] : INFO : Epoch 1984 | loss: 0.0311394 | val_loss: 0.0311599 | Time: 4065.6 ms
[2022-04-01 12:40:19 main:574] : INFO : Epoch 1985 | loss: 0.0311456 | val_loss: 0.0311623 | Time: 4044.75 ms
[2022-04-01 12:40:23 main:574] : INFO : Epoch 1986 | loss: 0.0311416 | val_loss: 0.0311581 | Time: 4185.5 ms
[2022-04-01 12:40:27 main:574] : INFO : Epoch 1987 | loss: 0.0311442 | val_loss: 0.0311583 | Time: 4149.2 ms
[2022-04-01 12:40:31 main:574] : INFO : Epoch 1988 | loss: 0.0311417 | val_loss: 0.0311536 | Time: 4019.1 ms
[2022-04-01 12:40:36 main:574] : INFO : Epoch 1989 | loss: 0.0311402 | val_loss: 0.0311549 | Time: 4210.57 ms
[2022-04-01 12:40:40 main:574] : INFO : Epoch 1990 | loss: 0.0311466 | val_loss: 0.0311608 | Time: 4270.01 ms
[2022-04-01 12:40:44 main:574] : INFO : Epoch 1991 | loss: 0.0311517 | val_loss: 0.0311563 | Time: 4420.14 ms
[2022-04-01 12:40:48 main:574] : INFO : Epoch 1992 | loss: 0.0311515 | val_loss: 0.0311571 | Time: 4018.8 ms
[2022-04-01 12:40:52 main:574] : INFO : Epoch 1993 | loss: 0.0311485 | val_loss: 0.0311536 | Time: 4115.01 ms
[2022-04-01 12:40:57 main:574] : INFO : Epoch 1994 | loss: 0.031144 | val_loss: 0.0311569 | Time: 4224.03 ms
[2022-04-01 12:41:01 main:574] : INFO : Epoch 1995 | loss: 0.0311412 | val_loss: 0.0311547 | Time: 4026.53 ms
[2022-04-01 12:41:05 main:574] : INFO : Epoch 1996 | loss: 0.0311418 | val_loss: 0.0311564 | Time: 3956.29 ms
[2022-04-01 12:41:09 main:574] : INFO : Epoch 1997 | loss: 0.0311397 | val_loss: 0.0311567 | Time: 4303.22 ms
[2022-04-01 12:41:13 main:574] : INFO : Epoch 1998 | loss: 0.0311405 | val_loss: 0.031153 | Time: 3878.58 ms
[2022-04-01 12:41:17 main:574] : INFO : Epoch 1999 | loss: 0.0311468 | val_loss: 0.0311609 | Time: 4052.2 ms
[2022-04-01 12:41:21 main:574] : INFO : Epoch 2000 | loss: 0.0311513 | val_loss: 0.0311638 | Time: 4255.28 ms
[2022-04-01 12:41:25 main:574] : INFO : Epoch 2001 | loss: 0.0311496 | val_loss: 0.0311598 | Time: 3963.93 ms
[2022-04-01 12:41:29 main:574] : INFO : Epoch 2002 | loss: 0.0311495 | val_loss: 0.0311604 | Time: 3981.32 ms
[2022-04-01 12:41:33 main:574] : INFO : Epoch 2003 | loss: 0.0311496 | val_loss: 0.0311617 | Time: 4176.17 ms
[2022-04-01 12:41:38 main:574] : INFO : Epoch 2004 | loss: 0.031144 | val_loss: 0.0311625 | Time: 4268.2 ms
[2022-04-01 12:41:42 main:574] : INFO : Epoch 2005 | loss: 0.0311423 | val_loss: 0.0311595 | Time: 4341.84 ms
[2022-04-01 12:41:46 main:574] : INFO : Epoch 2006 | loss: 0.0311409 | val_loss: 0.0311551 | Time: 4234.47 ms
[2022-04-01 12:41:50 main:574] : INFO : Epoch 2007 | loss: 0.0311394 | val_loss: 0.0311586 | Time: 4138.25 ms
[2022-04-01 12:41:54 main:574] : INFO : Epoch 2008 | loss: 0.0311387 | val_loss: 0.0311636 | Time: 4018.64 ms
[2022-04-01 12:41:59 main:574] : INFO : Epoch 2009 | loss: 0.0311391 | val_loss: 0.0311593 | Time: 4221.16 ms
[2022-04-01 12:42:03 main:574] : INFO : Epoch 2010 | loss: 0.0311377 | val_loss: 0.03116 | Time: 4442.9 ms
[2022-04-01 12:42:07 main:574] : INFO : Epoch 2011 | loss: 0.0311385 | val_loss: 0.0311634 | Time: 4040.2 ms
[2022-04-01 12:42:11 main:574] : INFO : Epoch 2012 | loss: 0.0311388 | val_loss: 0.0311615 | Time: 4010.43 ms
[2022-04-01 12:42:15 main:574] : INFO : Epoch 2013 | loss: 0.031138 | val_loss: 0.0311587 | Time: 4057.49 ms
[2022-04-01 12:42:19 main:574] : INFO : Epoch 2014 | loss: 0.0311371 | val_loss: 0.0311636 | Time: 3938.14 ms
[2022-04-01 12:42:23 main:574] : INFO : Epoch 2015 | loss: 0.0311382 | val_loss: 0.031157 | Time: 4398.33 ms
[2022-04-01 12:42:27 main:574] : INFO : Epoch 2016 | loss: 0.0311374 | val_loss: 0.0311609 | Time: 4058.82 ms
[2022-04-01 12:42:32 main:574] : INFO : Epoch 2017 | loss: 0.0311378 | val_loss: 0.0311617 | Time: 4109.06 ms
[2022-04-01 12:42:36 main:574] : INFO : Epoch 2018 | loss: 0.031137 | val_loss: 0.0311637 | Time: 4121.36 ms
[2022-04-01 12:42:40 main:574] : INFO : Epoch 2019 | loss: 0.0311349 | val_loss: 0.0311643 | Time: 4061.75 ms
[2022-04-01 12:42:44 main:574] : INFO : Epoch 2020 | loss: 0.0311377 | val_loss: 0.0311624 | Time: 3972.96 ms
[2022-04-01 12:42:48 main:574] : INFO : Epoch 2021 | loss: 0.0311399 | val_loss: 0.0311604 | Time: 4111.13 ms
[2022-04-01 12:42:52 main:574] : INFO : Epoch 2022 | loss: 0.031138 | val_loss: 0.0311663 | Time: 4127.25 ms
[2022-04-01 12:42:56 main:574] : INFO : Epoch 2023 | loss: 0.0311457 | val_loss: 0.0311607 | Time: 4035.57 ms
[2022-04-01 12:43:00 main:574] : INFO : Epoch 2024 | loss: 0.0311408 | val_loss: 0.0311643 | Time: 4173.14 ms
[2022-04-01 12:43:04 main:574] : INFO : Epoch 2025 | loss: 0.0311377 | val_loss: 0.0311615 | Time: 3990.01 ms
[2022-04-01 12:43:08 main:574] : INFO : Epoch 2026 | loss: 0.0311346 | val_loss: 0.0311639 | Time: 3891.86 ms
[2022-04-01 12:43:12 main:574] : INFO : Epoch 2027 | loss: 0.0311352 | val_loss: 0.0311593 | Time: 4182.38 ms
[2022-04-01 12:43:17 main:574] : INFO : Epoch 2028 | loss: 0.0311335 | val_loss: 0.0311638 | Time: 4286.27 ms
[2022-04-01 12:43:21 main:574] : INFO : Epoch 2029 | loss: 0.0311342 | val_loss: 0.0311718 | Time: 3925.6 ms
[2022-04-01 12:43:25 main:574] : INFO : Epoch 2030 | loss: 0.0311331 | val_loss: 0.0311647 | Time: 4178.48 ms
[2022-04-01 12:43:29 main:574] : INFO : Epoch 2031 | loss: 0.031135 | val_loss: 0.0311657 | Time: 4069.93 ms
[2022-04-01 12:43:33 main:574] : INFO : Epoch 2032 | loss: 0.0311339 | val_loss: 0.0311656 | Time: 4102.45 ms
[2022-04-01 12:43:37 main:574] : INFO : Epoch 2033 | loss: 0.0311306 | val_loss: 0.0311646 | Time: 3941.75 ms
[2022-04-01 12:43:41 main:574] : INFO : Epoch 2034 | loss: 0.0311306 | val_loss: 0.0311582 | Time: 4159.1 ms
[2022-04-01 12:43:45 main:574] : INFO : Epoch 2035 | loss: 0.0311293 | val_loss: 0.0311645 | Time: 4044.47 ms
[2022-04-01 12:43:49 main:574] : INFO : Epoch 2036 | loss: 0.0311317 | val_loss: 0.0311631 | Time: 4151.51 ms
[2022-04-01 12:43:53 main:574] : INFO : Epoch 2037 | loss: 0.0311324 | val_loss: 0.0311635 | Time: 4086.05 ms
[2022-04-01 12:43:57 main:574] : INFO : Epoch 2038 | loss: 0.0311339 | val_loss: 0.0311631 | Time: 4038.07 ms
[2022-04-01 12:44:01 main:574] : INFO : Epoch 2039 | loss: 0.0311426 | val_loss: 0.0311633 | Time: 3887.79 ms
[2022-04-01 12:44:05 main:574] : INFO : Epoch 2040 | loss: 0.0311796 | val_loss: 0.0311979 | Time: 4071.73 ms
[2022-04-01 12:44:09 main:574] : INFO : Epoch 2041 | loss: 0.0311934 | val_loss: 0.0311854 | Time: 4087.87 ms
[2022-04-01 12:44:13 main:574] : INFO : Epoch 2042 | loss: 0.0311875 | val_loss: 0.0311815 | Time: 4060.69 ms
[2022-04-01 12:44:18 main:574] : INFO : Epoch 2043 | loss: 0.0311879 | val_loss: 0.0311907 | Time: 4253.58 ms
[2022-04-01 12:44:22 main:574] : INFO : Epoch 2044 | loss: 0.0312 | val_loss: 0.0311987 | Time: 4136.4 ms
[2022-04-01 12:44:26 main:574] : INFO : Epoch 2045 | loss: 0.0311992 | val_loss: 0.0311967 | Time: 4063.15 ms
[2022-04-01 12:44:30 main:574] : INFO : Epoch 2046 | loss: 0.0311965 | val_loss: 0.0311962 | Time: 4204.79 ms
[2022-04-01 12:44:34 main:574] : INFO : Epoch 2047 | loss: 0.0311945 | val_loss: 0.0311941 | Time: 3950.19 ms
[2022-04-01 12:44:38 main:574] : INFO : Epoch 2048 | loss: 0.0311933 | val_loss: 0.0311956 | Time: 3945.44 ms
[2022-04-01 12:44:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311956
[2022-04-01 12:44:38 main:603] : INFO : Saving end state to config to file
[2022-04-01 12:44:38 main:608] : INFO : Success, exiting..
12:44:38 (9212): 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)