Task 14595023
| Name | ParityModified-1647041160-23188-3-0_0 |
| Workunit | 11617344 |
| Created | 10 Apr 2022, 7:21:28 UTC |
| Sent | 11 Apr 2022, 2:13:47 UTC |
| Report deadline | 19 Apr 2022, 2:13:47 UTC |
| Received | 13 Apr 2022, 0:20:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18531 |
| Run time | 3 hours 9 min 34 sec |
| CPU time | 2 hours 48 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,162.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.49 GB |
| Peak swap size | 4.25 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 56 main:574] : INFO : Epoch 1542 | loss: 0.0311433 | val_loss: 0.0311659 | Time: 4285.24 ms [2022-04-12 19:44:00 main:574] : INFO : Epoch 1543 | loss: 0.0311425 | val_loss: 0.0311636 | Time: 3767.52 ms [2022-04-12 19:44:04 main:574] : INFO : Epoch 1544 | loss: 0.0311418 | val_loss: 0.0311646 | Time: 4196.31 ms [2022-04-12 19:44:08 main:574] : INFO : Epoch 1545 | loss: 0.0311415 | val_loss: 0.0311666 | Time: 4076.11 ms [2022-04-12 19:44:13 main:574] : INFO : Epoch 1546 | loss: 0.0311414 | val_loss: 0.031163 | Time: 4700.74 ms [2022-04-12 19:44:17 main:574] : INFO : Epoch 1547 | loss: 0.0311436 | val_loss: 0.0311646 | Time: 4406.36 ms [2022-04-12 19:44:22 main:574] : INFO : Epoch 1548 | loss: 0.0311438 | val_loss: 0.0311663 | Time: 5084.16 ms [2022-04-12 19:44:26 main:574] : INFO : Epoch 1549 | loss: 0.0311415 | val_loss: 0.0311645 | Time: 4054.83 ms [2022-04-12 19:44:31 main:574] : INFO : Epoch 1550 | loss: 0.0311413 | val_loss: 0.0311622 | Time: 4119.05 ms [2022-04-12 19:44:35 main:574] : INFO : Epoch 1551 | loss: 0.0311431 | val_loss: 0.0311686 | Time: 4712.72 ms [2022-04-12 19:44:40 main:574] : INFO : Epoch 1552 | loss: 0.0311437 | val_loss: 0.0311676 | Time: 5131.55 ms [2022-04-12 19:44:45 main:574] : INFO : Epoch 1553 | loss: 0.0311421 | val_loss: 0.0311683 | Time: 4750.32 ms [2022-04-12 19:44:50 main:574] : INFO : Epoch 1554 | loss: 0.031142 | val_loss: 0.0311664 | Time: 4468.84 ms [2022-04-12 19:44:54 main:574] : INFO : Epoch 1555 | loss: 0.0311421 | val_loss: 0.031167 | Time: 4667.33 ms [2022-04-12 19:44:58 main:574] : INFO : Epoch 1556 | loss: 0.0311402 | val_loss: 0.0311692 | Time: 3964.27 ms [2022-04-12 19:45:03 main:574] : INFO : Epoch 1557 | loss: 0.0311404 | val_loss: 0.0311692 | Time: 4172.7 ms [2022-04-12 19:45:07 main:574] : INFO : Epoch 1558 | loss: 0.0311405 | val_loss: 0.0311661 | Time: 4170.48 ms [2022-04-12 19:45:11 main:574] : INFO : Epoch 1559 | loss: 0.0311402 | val_loss: 0.0311618 | Time: 4664.42 ms [2022-04-12 19:45:16 main:574] : INFO : Epoch 1560 | loss: 0.0311403 | val_loss: 0.0311682 | Time: 4399.04 ms [2022-04-12 19:45:20 main:574] : INFO : Epoch 1561 | loss: 0.031145 | val_loss: 0.0311692 | Time: 4381.55 ms [2022-04-12 19:45:25 main:574] : INFO : Epoch 1562 | loss: 0.0311445 | val_loss: 0.0311651 | Time: 4794.47 ms [2022-04-12 19:45:30 main:574] : INFO : Epoch 1563 | loss: 0.0311441 | val_loss: 0.031166 | Time: 4525.07 ms [2022-04-12 19:45:34 main:574] : INFO : Epoch 1564 | loss: 0.0311422 | val_loss: 0.0311634 | Time: 4728.84 ms [2022-04-12 19:45:39 main:574] : INFO : Epoch 1565 | loss: 0.031142 | val_loss: 0.0311679 | Time: 4809.97 ms [2022-04-12 19:45:44 main:574] : INFO : Epoch 1566 | loss: 0.0311416 | val_loss: 0.0311662 | Time: 4753.71 ms [2022-04-12 19:45:48 main:574] : INFO : Epoch 1567 | loss: 0.031141 | val_loss: 0.0311674 | Time: 4387.54 ms [2022-04-12 19:45:53 main:574] : INFO : Epoch 1568 | loss: 0.0311419 | val_loss: 0.0311663 | Time: 4663.13 ms [2022-04-12 19:45:58 main:574] : INFO : Epoch 1569 | loss: 0.031141 | val_loss: 0.0311693 | Time: 4421.22 ms [2022-04-12 19:46:02 main:574] : INFO : Epoch 1570 | loss: 0.0311421 | val_loss: 0.0311649 | Time: 4645.89 ms [2022-04-12 19:46:06 main:574] : INFO : Epoch 1571 | loss: 0.0311432 | val_loss: 0.0311651 | Time: 4226.56 ms [2022-04-12 19:46:11 main:574] : INFO : Epoch 1572 | loss: 0.0311489 | val_loss: 0.0311696 | Time: 4174.58 ms [2022-04-12 19:46:15 main:574] : INFO : Epoch 1573 | loss: 0.0311494 | val_loss: 0.0311639 | Time: 4520.72 ms [2022-04-12 19:46:19 main:574] : INFO : Epoch 1574 | loss: 0.0311481 | val_loss: 0.0311685 | Time: 3945.82 ms [2022-04-12 19:46:23 main:574] : INFO : Epoch 1575 | loss: 0.0311492 | val_loss: 0.0311736 | Time: 4298.08 ms [2022-04-12 19:46:27 main:574] : INFO : Epoch 1576 | loss: 0.0311461 | val_loss: 0.0311697 | Time: 4031.03 ms [2022-04-12 19:46:32 main:574] : INFO : Epoch 1577 | loss: 0.0311462 | val_loss: 0.0311661 | Time: 4199.08 ms [2022-04-12 19:46:36 main:574] : INFO : Epoch 1578 | loss: 0.0311457 | val_loss: 0.0311654 | Time: 4067.84 ms [2022-04-12 19:46:40 main:574] : INFO : Epoch 1579 | loss: 0.0311433 | val_loss: 0.0311665 | Time: 4467.35 ms [2022-04-12 19:46:45 main:574] : INFO : Epoch 1580 | loss: 0.0311425 | val_loss: 0.0311664 | Time: 4632.3 ms [2022-04-12 19:46:49 main:574] : INFO : Epoch 1581 | loss: 0.0311485 | val_loss: 0.0311668 | Time: 3885.67 ms [2022-04-12 19:46:53 main:574] : INFO : Epoch 1582 | loss: 0.0311449 | val_loss: 0.0311659 | Time: 4304.41 ms [2022-04-12 19:46:57 main:574] : INFO : Epoch 1583 | loss: 0.0311416 | val_loss: 0.0311642 | Time: 4001.99 ms [2022-04-12 19:47:01 main:574] : INFO : Epoch 1584 | loss: 0.0311415 | val_loss: 0.031163 | Time: 4057.02 ms [2022-04-12 19:47:05 main:574] : INFO : Epoch 1585 | loss: 0.031145 | val_loss: 0.031165 | Time: 4103.69 ms [2022-04-12 19:47:09 main:574] : INFO : Epoch 1586 | loss: 0.0311421 | val_loss: 0.031165 | Time: 3687.89 ms [2022-04-12 19:47:14 main:574] : INFO : Epoch 1587 | loss: 0.0311415 | val_loss: 0.0311663 | Time: 4823.39 ms [2022-04-12 19:47:18 main:574] : INFO : Epoch 1588 | loss: 0.0311404 | val_loss: 0.0311647 | Time: 4216.6 ms [2022-04-12 19:47:23 main:574] : INFO : Epoch 1589 | loss: 0.0311397 | val_loss: 0.0311624 | Time: 4696.35 ms [2022-04-12 19:47:27 main:574] : INFO : Epoch 1590 | loss: 0.031138 | val_loss: 0.031161 | Time: 4069.03 ms [2022-04-12 19:47:32 main:574] : INFO : Epoch 1591 | loss: 0.0311366 | val_loss: 0.031166 | Time: 5179.42 ms [2022-04-12 19:47:36 main:574] : INFO : Epoch 1592 | loss: 0.031138 | val_loss: 0.0311631 | Time: 4269.05 ms [2022-04-12 19:47:41 main:574] : INFO : Epoch 1593 | loss: 0.03114 | val_loss: 0.0311662 | Time: 4425.67 ms [2022-04-12 19:47:46 main:574] : INFO : Epoch 1594 | loss: 0.0311416 | val_loss: 0.0311701 | Time: 4632.13 ms [2022-04-12 19:47:50 main:574] : INFO : Epoch 1595 | loss: 0.0311417 | val_loss: 0.031164 | Time: 4032.17 ms [2022-04-12 19:47:54 main:574] : INFO : Epoch 1596 | loss: 0.0311407 | val_loss: 0.0311633 | Time: 4598.93 ms [2022-04-12 19:47:58 main:574] : INFO : Epoch 1597 | loss: 0.0311417 | val_loss: 0.0311643 | Time: 4106.41 ms [2022-04-12 19:48:02 main:574] : INFO : Epoch 1598 | loss: 0.0311406 | val_loss: 0.0311642 | Time: 4035.45 ms [2022-04-12 19:48:06 main:574] : INFO : Epoch 1599 | loss: 0.0311359 | val_loss: 0.0311645 | Time: 3930.08 ms [2022-04-12 19:48:10 main:574] : INFO : Epoch 1600 | loss: 0.0311379 | val_loss: 0.0311649 | Time: 3925.93 ms [2022-04-12 19:48:15 main:574] : INFO : Epoch 1601 | loss: 0.031136 | val_loss: 0.0311616 | Time: 4361.13 ms [2022-04-12 19:48:19 main:574] : INFO : Epoch 1602 | loss: 0.0311361 | val_loss: 0.0311614 | Time: 4187.34 ms [2022-04-12 19:48:23 main:574] : INFO : Epoch 1603 | loss: 0.031135 | val_loss: 0.0311614 | Time: 4599.45 ms [2022-04-12 19:48:28 main:574] : INFO : Epoch 1604 | loss: 0.0311388 | val_loss: 0.0311669 | Time: 4617.61 ms [2022-04-12 19:48:33 main:574] : INFO : Epoch 1605 | loss: 0.0311375 | val_loss: 0.0311602 | Time: 5230.79 ms [2022-04-12 19:48:38 main:574] : INFO : Epoch 1606 | loss: 0.0311386 | val_loss: 0.0311627 | Time: 4216.18 ms [2022-04-12 19:48:42 main:574] : INFO : Epoch 1607 | loss: 0.0311398 | val_loss: 0.0311594 | Time: 4658.61 ms [2022-04-12 19:48:47 main:574] : INFO : Epoch 1608 | loss: 0.0311425 | val_loss: 0.0311623 | Time: 4337.38 ms [2022-04-12 19:48:52 main:574] : INFO : Epoch 1609 | loss: 0.0311394 | val_loss: 0.0311591 | Time: 5403.39 ms [2022-04-12 19:48:56 main:574] : INFO : Epoch 1610 | loss: 0.0311386 | val_loss: 0.0311615 | Time: 4381.77 ms [2022-04-12 19:49:01 main:574] : INFO : Epoch 1611 | loss: 0.0311412 | val_loss: 0.0311616 | Time: 4403.13 ms [2022-04-12 19:49:05 main:574] : INFO : Epoch 1612 | loss: 0.0311393 | val_loss: 0.0311665 | Time: 4516.43 ms [2022-04-12 19:49:10 main:574] : INFO : Epoch 1613 | loss: 0.0311357 | val_loss: 0.0311638 | Time: 4479 ms [2022-04-12 19:49:15 main:574] : INFO : Epoch 1614 | loss: 0.0311363 | val_loss: 0.0311638 | Time: 4734.94 ms [2022-04-12 19:49:19 main:574] : INFO : Epoch 1615 | loss: 0.0311351 | val_loss: 0.0311638 | Time: 4380.42 ms [2022-04-12 19:49:24 main:574] : INFO : Epoch 1616 | loss: 0.0311352 | val_loss: 0.0311661 | Time: 4700.88 ms [2022-04-12 19:49:28 main:574] : INFO : Epoch 1617 | loss: 0.0311366 | val_loss: 0.0311599 | Time: 3948.19 ms [2022-04-12 19:49:32 main:574] : INFO : Epoch 1618 | loss: 0.0311338 | val_loss: 0.0311625 | Time: 4633.29 ms [2022-04-12 19:49:37 main:574] : INFO : Epoch 1619 | loss: 0.0311324 | val_loss: 0.0311562 | Time: 4234.54 ms [2022-04-12 19:49:41 main:574] : INFO : Epoch 1620 | loss: 0.0311336 | val_loss: 0.0311616 | Time: 4631.11 ms [2022-04-12 19:49:46 main:574] : INFO : Epoch 1621 | loss: 0.0311345 | val_loss: 0.0311572 | Time: 4741.51 ms [2022-04-12 19:49:51 main:574] : INFO : Epoch 1622 | loss: 0.0311347 | val_loss: 0.0311572 | Time: 4672.34 ms [2022-04-12 19:49:55 main:574] : INFO : Epoch 1623 | loss: 0.0311332 | val_loss: 0.0311565 | Time: 4647.57 ms [2022-04-12 19:49:59 main:574] : INFO : Epoch 1624 | loss: 0.0311321 | val_loss: 0.0311568 | Time: 4051.99 ms [2022-04-12 19:50:04 main:574] : INFO : Epoch 1625 | loss: 0.0311309 | val_loss: 0.0311563 | Time: 4660.96 ms [2022-04-12 19:50:09 main:574] : INFO : Epoch 1626 | loss: 0.0311304 | val_loss: 0.0311558 | Time: 4475.44 ms [2022-04-12 19:50:13 main:574] : INFO : Epoch 1627 | loss: 0.0311312 | val_loss: 0.031159 | Time: 4052.85 ms [2022-04-12 19:50:17 main:574] : INFO : Epoch 1628 | loss: 0.0311326 | val_loss: 0.0311561 | Time: 4096.93 ms [2022-04-12 19:50:22 main:574] : INFO : Epoch 1629 | loss: 0.0311332 | val_loss: 0.0311562 | Time: 5075.47 ms [2022-04-12 19:50:26 main:574] : INFO : Epoch 1630 | loss: 0.0311319 | val_loss: 0.0311588 | Time: 4468.08 ms [2022-04-12 19:50:31 main:574] : INFO : Epoch 1631 | loss: 0.0311311 | val_loss: 0.0311578 | Time: 4726.62 ms [2022-04-12 19:50:36 main:574] : INFO : Epoch 1632 | loss: 0.0311306 | val_loss: 0.0311544 | Time: 4800.57 ms [2022-04-12 19:50:41 main:574] : INFO : Epoch 1633 | loss: 0.0311316 | val_loss: 0.0311592 | Time: 4719.31 ms [2022-04-12 19:50:46 main:574] : INFO : Epoch 1634 | loss: 0.0311328 | val_loss: 0.031158 | Time: 5502.56 ms [2022-04-12 19:50:51 main:574] : INFO : Epoch 1635 | loss: 0.0311329 | val_loss: 0.0311591 | Time: 4336.41 ms [2022-04-12 19:50:55 main:574] : INFO : Epoch 1636 | loss: 0.0311319 | val_loss: 0.0311593 | Time: 4642.61 ms [2022-04-12 19:50:59 main:574] : INFO : Epoch 1637 | loss: 0.03113 | val_loss: 0.031159 | Time: 4088.33 ms [2022-04-12 19:51:04 main:574] : INFO : Epoch 1638 | loss: 0.0311289 | val_loss: 0.0311572 | Time: 4233.13 ms [2022-04-12 19:51:07 main:574] : INFO : Epoch 1639 | loss: 0.0311301 | val_loss: 0.0311524 | Time: 3854.37 ms [2022-04-12 19:51:12 main:574] : INFO : Epoch 1640 | loss: 0.0311316 | val_loss: 0.0311553 | Time: 4073.4 ms [2022-04-12 19:51:16 main:574] : INFO : Epoch 1641 | loss: 0.0311283 | val_loss: 0.0311526 | Time: 4122.3 ms [2022-04-12 19:51:20 main:574] : INFO : Epoch 1642 | loss: 0.0311273 | val_loss: 0.0311567 | Time: 3969.89 ms [2022-04-12 19:51:24 main:574] : INFO : Epoch 1643 | loss: 0.0311289 | val_loss: 0.0311579 | Time: 4110.03 ms [2022-04-12 19:51:28 main:574] : INFO : Epoch 1644 | loss: 0.0311286 | val_loss: 0.0311592 | Time: 3878.97 ms [2022-04-12 19:51:32 main:574] : INFO : Epoch 1645 | loss: 0.0311268 | val_loss: 0.0311641 | Time: 4031.46 ms [2022-04-12 19:51:36 main:574] : INFO : Epoch 1646 | loss: 0.0311279 | val_loss: 0.0311595 | Time: 4042.73 ms [2022-04-12 19:51:41 main:574] : INFO : Epoch 1647 | loss: 0.0311296 | val_loss: 0.0311645 | Time: 5071.83 ms [2022-04-12 19:51:46 main:574] : INFO : Epoch 1648 | loss: 0.0311288 | val_loss: 0.0311584 | Time: 4719.99 ms [2022-04-12 19:51:50 main:574] : INFO : Epoch 1649 | loss: 0.0311282 | val_loss: 0.03116 | Time: 4821.65 ms [2022-04-12 19:51:55 main:574] : INFO : Epoch 1650 | loss: 0.0311314 | val_loss: 0.0311586 | Time: 4720.79 ms [2022-04-12 19:52:00 main:574] : INFO : Epoch 1651 | loss: 0.0311329 | val_loss: 0.031164 | Time: 4346.24 ms [2022-04-12 19:52:04 main:574] : INFO : Epoch 1652 | loss: 0.0311309 | val_loss: 0.0311637 | Time: 4729.73 ms [2022-04-12 19:52:08 main:574] : INFO : Epoch 1653 | loss: 0.0311288 | val_loss: 0.0311628 | Time: 4092.34 ms [2022-04-12 19:52:13 main:574] : INFO : Epoch 1654 | loss: 0.0311309 | val_loss: 0.0311609 | Time: 4049.36 ms [2022-04-12 19:52:17 main:574] : INFO : Epoch 1655 | loss: 0.0311297 | val_loss: 0.0311663 | Time: 4131.17 ms [2022-04-12 19:52:21 main:574] : INFO : Epoch 1656 | loss: 0.0311372 | val_loss: 0.0311601 | Time: 4742.62 ms [2022-04-12 19:52:26 main:574] : INFO : Epoch 1657 | loss: 0.0311442 | val_loss: 0.0311652 | Time: 4696.76 ms [2022-04-12 19:52:30 main:574] : INFO : Epoch 1658 | loss: 0.0311468 | val_loss: 0.0311759 | Time: 4289.63 ms [2022-04-12 19:52:35 main:574] : INFO : Epoch 1659 | loss: 0.0311407 | val_loss: 0.031165 | Time: 4656.47 ms [2022-04-12 19:52:39 main:574] : INFO : Epoch 1660 | loss: 0.0311383 | val_loss: 0.0311589 | Time: 4239.27 ms [2022-04-12 19:52:44 main:574] : INFO : Epoch 1661 | loss: 0.0311368 | val_loss: 0.0311652 | Time: 4117.06 ms [2022-04-12 19:52:48 main:574] : INFO : Epoch 1662 | loss: 0.0311388 | val_loss: 0.0311603 | Time: 4315.73 ms [2022-04-12 19:52:53 main:574] : INFO : Epoch 1663 | loss: 0.0311364 | val_loss: 0.031161 | Time: 4884.19 ms [2022-04-12 19:52:57 main:574] : INFO : Epoch 1664 | loss: 0.0311391 | val_loss: 0.0311634 | Time: 4193.9 ms [2022-04-12 19:53:02 main:574] : INFO : Epoch 1665 | loss: 0.0311509 | val_loss: 0.0311672 | Time: 4593.04 ms [2022-04-12 19:53:06 main:574] : INFO : Epoch 1666 | loss: 0.0311514 | val_loss: 0.0311605 | Time: 4611.77 ms [2022-04-12 19:53:11 main:574] : INFO : Epoch 1667 | loss: 0.0311489 | val_loss: 0.0311634 | Time: 4567.6 ms [2022-04-12 19:53:16 main:574] : INFO : Epoch 1668 | loss: 0.0311478 | val_loss: 0.0311597 | Time: 4959.66 ms [2022-04-12 19:53:20 main:574] : INFO : Epoch 1669 | loss: 0.0311435 | val_loss: 0.0311634 | Time: 4102.29 ms [2022-04-12 19:53:25 main:574] : INFO : Epoch 1670 | loss: 0.031144 | val_loss: 0.0311603 | Time: 4675.93 ms [2022-04-12 19:53:29 main:574] : INFO : Epoch 1671 | loss: 0.0311434 | val_loss: 0.0311604 | Time: 4159.88 ms [2022-04-12 19:53:33 main:574] : INFO : Epoch 1672 | loss: 0.0311414 | val_loss: 0.0311606 | Time: 4660.4 ms [2022-04-12 19:53:37 main:574] : INFO : Epoch 1673 | loss: 0.0311411 | val_loss: 0.0311613 | Time: 4002.99 ms [2022-04-12 19:53:42 main:574] : INFO : Epoch 1674 | loss: 0.0311381 | val_loss: 0.0311599 | Time: 4339.89 ms [2022-04-12 19:53:46 main:574] : INFO : Epoch 1675 | loss: 0.0311388 | val_loss: 0.0311675 | Time: 4108.94 ms [2022-04-12 19:53:50 main:574] : INFO : Epoch 1676 | loss: 0.0311395 | val_loss: 0.031157 | Time: 3833.12 ms [2022-04-12 19:53:54 main:574] : INFO : Epoch 1677 | loss: 0.0311357 | val_loss: 0.0311612 | Time: 4393.81 ms [2022-04-12 19:53:58 main:574] : INFO : Epoch 1678 | loss: 0.0311368 | val_loss: 0.0311576 | Time: 3809.87 ms [2022-04-12 19:54:02 main:574] : INFO : Epoch 1679 | loss: 0.0311355 | val_loss: 0.0311589 | Time: 4284.7 ms [2022-04-12 19:54:06 main:574] : INFO : Epoch 1680 | loss: 0.0311351 | val_loss: 0.0311565 | Time: 4030.36 ms [2022-04-12 19:54:10 main:574] : INFO : Epoch 1681 | loss: 0.0311357 | val_loss: 0.0311561 | Time: 3803.9 ms [2022-04-12 19:54:14 main:574] : INFO : Epoch 1682 | loss: 0.0311338 | val_loss: 0.0311585 | Time: 4124.11 ms [2022-04-12 19:54:18 main:574] : INFO : Epoch 1683 | loss: 0.0311337 | val_loss: 0.0311579 | Time: 3734.89 ms [2022-04-12 19:54:22 main:574] : INFO : Epoch 1684 | loss: 0.0311336 | val_loss: 0.0311562 | Time: 4340.21 ms [2022-04-12 19:54:27 main:574] : INFO : Epoch 1685 | loss: 0.0311327 | val_loss: 0.0311572 | Time: 4164.64 ms [2022-04-12 19:54:32 main:574] : INFO : Epoch 1686 | loss: 0.0311338 | val_loss: 0.0311586 | Time: 4970.75 ms [2022-04-12 19:54:36 main:574] : INFO : Epoch 1687 | loss: 0.0311339 | val_loss: 0.0311582 | Time: 4712.27 ms [2022-04-12 19:54:41 main:574] : INFO : Epoch 1688 | loss: 0.0311329 | val_loss: 0.0311602 | Time: 4774.81 ms [2022-04-12 19:54:46 main:574] : INFO : Epoch 1689 | loss: 0.0311351 | val_loss: 0.0311602 | Time: 4695.4 ms [2022-04-12 19:54:50 main:574] : INFO : Epoch 1690 | loss: 0.0311339 | val_loss: 0.0311596 | Time: 4536.44 ms [2022-04-12 19:54:55 main:574] : INFO : Epoch 1691 | loss: 0.0311329 | val_loss: 0.0311609 | Time: 4660.28 ms [2022-04-12 19:54:59 main:574] : INFO : Epoch 1692 | loss: 0.0311341 | val_loss: 0.0311588 | Time: 4011.15 ms [2022-04-12 19:55:03 main:574] : INFO : Epoch 1693 | loss: 0.0311337 | val_loss: 0.0311616 | Time: 4275.3 ms [2022-04-12 19:55:07 main:574] : INFO : Epoch 1694 | loss: 0.0311348 | val_loss: 0.0311591 | Time: 4021.69 ms [2022-04-12 19:55:13 main:574] : INFO : Epoch 1695 | loss: 0.0311338 | val_loss: 0.0311604 | Time: 5432.93 ms [2022-04-12 19:55:17 main:574] : INFO : Epoch 1696 | loss: 0.0311339 | val_loss: 0.0311598 | Time: 4352.42 ms [2022-04-12 19:55:22 main:574] : INFO : Epoch 1697 | loss: 0.0311359 | val_loss: 0.031161 | Time: 4767.02 ms [2022-04-12 19:55:27 main:574] : INFO : Epoch 1698 | loss: 0.0311361 | val_loss: 0.0311636 | Time: 4636.88 ms [2022-04-12 19:55:31 main:574] : INFO : Epoch 1699 | loss: 0.0312845 | val_loss: 0.0319074 | Time: 3888.71 ms [2022-04-12 19:55:35 main:574] : INFO : Epoch 1700 | loss: 0.0317192 | val_loss: 0.031852 | Time: 4292.38 ms [2022-04-12 19:55:39 main:574] : INFO : Epoch 1701 | loss: 0.0317111 | val_loss: 0.0313194 | Time: 4065.18 ms [2022-04-12 19:55:43 main:574] : INFO : Epoch 1702 | loss: 0.0312866 | val_loss: 0.0311918 | Time: 4154.67 ms [2022-04-12 19:55:47 main:574] : INFO : Epoch 1703 | loss: 0.0311633 | val_loss: 0.0311649 | Time: 3961.9 ms [2022-04-12 19:55:51 main:574] : INFO : Epoch 1704 | loss: 0.0311374 | val_loss: 0.0311623 | Time: 4422.3 ms [2022-04-12 19:55:56 main:574] : INFO : Epoch 1705 | loss: 0.0311362 | val_loss: 0.0311694 | Time: 4684.1 ms [2022-04-12 19:56:01 main:574] : INFO : Epoch 1706 | loss: 0.0311347 | val_loss: 0.0311605 | Time: 4740.89 ms [2022-04-12 19:56:06 main:574] : INFO : Epoch 1707 | loss: 0.0311321 | val_loss: 0.0311612 | Time: 4665.12 ms [2022-04-12 19:56:10 main:574] : INFO : Epoch 1708 | loss: 0.0311313 | val_loss: 0.0311618 | Time: 4625.32 ms [2022-04-12 19:56:15 main:574] : INFO : Epoch 1709 | loss: 0.0311318 | val_loss: 0.0311594 | Time: 4754.18 ms [2022-04-12 19:56:19 main:574] : INFO : Epoch 1710 | loss: 0.0311317 | val_loss: 0.0311601 | Time: 4167.77 ms [2022-04-12 19:56:24 main:574] : INFO : Epoch 1711 | loss: 0.031129 | val_loss: 0.0311573 | Time: 4687.69 ms [2022-04-12 19:56:28 main:574] : INFO : Epoch 1712 | loss: 0.0311337 | val_loss: 0.0311624 | Time: 4171.7 ms [2022-04-12 19:56:33 main:574] : INFO : Epoch 1713 | loss: 0.0311563 | val_loss: 0.0311628 | Time: 5013.12 ms [2022-04-12 19:56:37 main:574] : INFO : Epoch 1714 | loss: 0.0311548 | val_loss: 0.03116 | Time: 4338.99 ms [2022-04-12 19:56:43 main:574] : INFO : Epoch 1715 | loss: 0.0311514 | val_loss: 0.0311607 | Time: 5258.98 ms [2022-04-12 19:56:47 main:574] : INFO : Epoch 1716 | loss: 0.031149 | val_loss: 0.0311604 | Time: 4412.01 ms [2022-04-12 19:56:51 main:574] : INFO : Epoch 1717 | loss: 0.0311482 | val_loss: 0.0311645 | Time: 4286.1 ms [2022-04-12 19:56:56 main:574] : INFO : Epoch 1718 | loss: 0.031148 | val_loss: 0.031164 | Time: 4648.44 ms [2022-04-12 19:57:00 main:574] : INFO : Epoch 1719 | loss: 0.0311466 | val_loss: 0.0311615 | Time: 4304.32 ms [2022-04-12 19:57:05 main:574] : INFO : Epoch 1720 | loss: 0.0311468 | val_loss: 0.0311607 | Time: 4668.12 ms [2022-04-12 19:57:10 main:574] : INFO : Epoch 1721 | loss: 0.031146 | val_loss: 0.0311633 | Time: 4443.47 ms [2022-04-12 19:57:14 main:574] : INFO : Epoch 1722 | loss: 0.0311459 | val_loss: 0.0311616 | Time: 4134.42 ms [2022-04-12 19:57:18 main:574] : INFO : Epoch 1723 | loss: 0.0311457 | val_loss: 0.0311632 | Time: 3822.33 ms [2022-04-12 19:57:22 main:574] : INFO : Epoch 1724 | loss: 0.0311474 | val_loss: 0.031169 | Time: 3998.75 ms [2022-04-12 19:57:26 main:574] : INFO : Epoch 1725 | loss: 0.0311454 | val_loss: 0.0311645 | Time: 4079.77 ms [2022-04-12 19:57:30 main:574] : INFO : Epoch 1726 | loss: 0.0311441 | val_loss: 0.0311631 | Time: 4184.53 ms [2022-04-12 19:57:35 main:574] : INFO : Epoch 1727 | loss: 0.0311468 | val_loss: 0.0311713 | Time: 4680.33 ms [2022-04-12 19:57:39 main:574] : INFO : Epoch 1728 | loss: 0.031149 | val_loss: 0.0311633 | Time: 3898.58 ms [2022-04-12 19:57:43 main:574] : INFO : Epoch 1729 | loss: 0.0311441 | val_loss: 0.0311593 | Time: 4279 ms [2022-04-12 19:57:47 main:574] : INFO : Epoch 1730 | loss: 0.0311415 | val_loss: 0.0311599 | Time: 4211.38 ms [2022-04-12 19:57:51 main:574] : INFO : Epoch 1731 | loss: 0.0311417 | val_loss: 0.031162 | Time: 3739.7 ms [2022-04-12 19:57:55 main:574] : INFO : Epoch 1732 | loss: 0.0311415 | val_loss: 0.031162 | Time: 3992.02 ms [2022-04-12 19:57:59 main:574] : INFO : Epoch 1733 | loss: 0.0311405 | val_loss: 0.0311603 | Time: 3893.39 ms [2022-04-12 19:58:03 main:574] : INFO : Epoch 1734 | loss: 0.031142 | val_loss: 0.031161 | Time: 4652.96 ms [2022-04-12 19:58:08 main:574] : INFO : Epoch 1735 | loss: 0.0311429 | val_loss: 0.0311639 | Time: 4201.71 ms [2022-04-12 19:58:12 main:574] : INFO : Epoch 1736 | loss: 0.0311438 | val_loss: 0.0311598 | Time: 4712.1 ms [2022-04-12 19:58:17 main:574] : INFO : Epoch 1737 | loss: 0.0311476 | val_loss: 0.0311646 | Time: 4627.04 ms [2022-04-12 19:58:21 main:574] : INFO : Epoch 1738 | loss: 0.0311495 | val_loss: 0.0311631 | Time: 4310.42 ms [2022-04-12 19:58:26 main:574] : INFO : Epoch 1739 | loss: 0.0311472 | val_loss: 0.0311597 | Time: 4729.36 ms [2022-04-12 19:58:30 main:574] : INFO : Epoch 1740 | loss: 0.031146 | val_loss: 0.0311618 | Time: 4311.97 ms [2022-04-12 19:58:35 main:574] : INFO : Epoch 1741 | loss: 0.0311474 | val_loss: 0.0311635 | Time: 4571.31 ms [2022-04-12 19:58:39 main:574] : INFO : Epoch 1742 | loss: 0.031144 | val_loss: 0.0311591 | Time: 3997.19 ms [2022-04-12 19:58:43 main:574] : INFO : Epoch 1743 | loss: 0.0311423 | val_loss: 0.0311595 | Time: 4122.5 ms [2022-04-12 19:58:47 main:574] : INFO : Epoch 1744 | loss: 0.0311404 | val_loss: 0.0311615 | Time: 4021.95 ms [2022-04-12 19:58:51 main:574] : INFO : Epoch 1745 | loss: 0.0311397 | val_loss: 0.0311601 | Time: 4047.66 ms [2022-04-12 19:58:56 main:574] : INFO : Epoch 1746 | loss: 0.0311396 | val_loss: 0.0311603 | Time: 4704.46 ms [2022-04-12 19:59:00 main:574] : INFO : Epoch 1747 | loss: 0.0311417 | val_loss: 0.0311639 | Time: 4597.94 ms [2022-04-12 19:59:05 main:574] : INFO : Epoch 1748 | loss: 0.0311415 | val_loss: 0.0311607 | Time: 4735.89 ms [2022-04-12 19:59:10 main:574] : INFO : Epoch 1749 | loss: 0.0311412 | val_loss: 0.0311646 | Time: 4572.99 ms [2022-04-12 19:59:15 main:574] : INFO : Epoch 1750 | loss: 0.0311421 | val_loss: 0.0311599 | Time: 4747.14 ms [2022-04-12 19:59:19 main:574] : INFO : Epoch 1751 | loss: 0.0311422 | val_loss: 0.0311609 | Time: 4445.73 ms [2022-04-12 19:59:23 main:574] : INFO : Epoch 1752 | loss: 0.0311408 | val_loss: 0.0311604 | Time: 4198.22 ms [2022-04-12 19:59:27 main:574] : INFO : Epoch 1753 | loss: 0.0311389 | val_loss: 0.0311622 | Time: 3916.33 ms [2022-04-12 19:59:32 main:574] : INFO : Epoch 1754 | loss: 0.031139 | val_loss: 0.0311637 | Time: 4323.59 ms [2022-04-12 19:59:36 main:574] : INFO : Epoch 1755 | loss: 0.03114 | val_loss: 0.0311646 | Time: 4713.68 ms [2022-04-12 19:59:42 main:574] : INFO : Epoch 1756 | loss: 0.0311408 | val_loss: 0.0311644 | Time: 5391.23 ms [2022-04-12 19:59:47 main:574] : INFO : Epoch 1757 | loss: 0.0311396 | val_loss: 0.0311626 | Time: 5155.8 ms [2022-04-12 19:59:51 main:574] : INFO : Epoch 1758 | loss: 0.031138 | val_loss: 0.0311641 | Time: 4121.47 ms [2022-04-12 19:59:56 main:574] : INFO : Epoch 1759 | loss: 0.0311379 | val_loss: 0.0311607 | Time: 4710.08 ms [2022-04-12 20:00:01 main:574] : INFO : Epoch 1760 | loss: 0.0311373 | val_loss: 0.0311609 | Time: 4785.99 ms [2022-04-12 20:00:05 main:574] : INFO : Epoch 1761 | loss: 0.0311382 | val_loss: 0.0311577 | Time: 4879.37 ms [2022-04-12 20:00:10 main:574] : INFO : Epoch 1762 | loss: 0.0311379 | val_loss: 0.031158 | Time: 4430.53 ms [2022-04-12 20:00:15 main:574] : INFO : Epoch 1763 | loss: 0.0311368 | val_loss: 0.0311622 | Time: 4647.13 ms [2022-04-12 20:00:19 main:574] : INFO : Epoch 1764 | loss: 0.0311378 | val_loss: 0.0311662 | Time: 4466.46 ms [2022-04-12 20:00:24 main:574] : INFO : Epoch 1765 | loss: 0.0311404 | val_loss: 0.0311651 | Time: 4650.72 ms [2022-04-12 20:00:28 main:574] : INFO : Epoch 1766 | loss: 0.0311389 | val_loss: 0.0311619 | Time: 4071 ms [2022-04-12 20:00:33 main:574] : INFO : Epoch 1767 | loss: 0.0311383 | val_loss: 0.0311649 | Time: 5352.15 ms [2022-04-12 20:00:38 main:574] : INFO : Epoch 1768 | loss: 0.0311376 | val_loss: 0.0311608 | Time: 4561.42 ms [2022-04-12 20:00:43 main:574] : INFO : Epoch 1769 | loss: 0.0311375 | val_loss: 0.0311593 | Time: 4854.99 ms [2022-04-12 20:00:47 main:574] : INFO : Epoch 1770 | loss: 0.0311421 | val_loss: 0.0311637 | Time: 4573.63 ms [2022-04-12 20:00:51 main:574] : INFO : Epoch 1771 | loss: 0.0311391 | val_loss: 0.031161 | Time: 3733.24 ms [2022-04-12 20:00:55 main:574] : INFO : Epoch 1772 | loss: 0.0311409 | val_loss: 0.0311614 | Time: 4204.13 ms [2022-04-12 20:00:59 main:574] : INFO : Epoch 1773 | loss: 0.0311389 | val_loss: 0.0311593 | Time: 4129.39 ms [2022-04-12 20:01:04 main:574] : INFO : Epoch 1774 | loss: 0.0311391 | val_loss: 0.03116 | Time: 4406.16 ms [2022-04-12 20:01:08 main:574] : INFO : Epoch 1775 | loss: 0.0311379 | val_loss: 0.03116 | Time: 3987.62 ms [2022-04-12 20:01:12 main:574] : INFO : Epoch 1776 | loss: 0.0311387 | val_loss: 0.0311588 | Time: 4149.36 ms [2022-04-12 20:01:16 main:574] : INFO : Epoch 1777 | loss: 0.0311381 | val_loss: 0.0311565 | Time: 4169.7 ms [2022-04-12 20:01:20 main:574] : INFO : Epoch 1778 | loss: 0.0311369 | val_loss: 0.0311601 | Time: 3826.53 ms [2022-04-12 20:01:24 main:574] : INFO : Epoch 1779 | loss: 0.0311368 | val_loss: 0.0311608 | Time: 4315.21 ms [2022-04-12 20:01:28 main:574] : INFO : Epoch 1780 | loss: 0.0311353 | val_loss: 0.0311595 | Time: 3832.12 ms [2022-04-12 20:01:32 main:574] : INFO : Epoch 1781 | loss: 0.0311366 | val_loss: 0.0311603 | Time: 4161.1 ms [2022-04-12 20:01:36 main:574] : INFO : Epoch 1782 | loss: 0.0311355 | val_loss: 0.0311563 | Time: 4175.69 ms [2022-04-12 20:01:40 main:574] : INFO : Epoch 1783 | loss: 0.0311361 | val_loss: 0.0311638 | Time: 3953.53 ms [2022-04-12 20:01:45 main:574] : INFO : Epoch 1784 | loss: 0.0311357 | val_loss: 0.0311605 | Time: 4395.89 ms [2022-04-12 20:01:49 main:574] : INFO : Epoch 1785 | loss: 0.0311359 | val_loss: 0.0311615 | Time: 4067.47 ms [2022-04-12 20:01:53 main:574] : INFO : Epoch 1786 | loss: 0.0311346 | val_loss: 0.0311643 | Time: 4405.85 ms [2022-04-12 20:01:58 main:574] : INFO : Epoch 1787 | loss: 0.0311348 | val_loss: 0.0311644 | Time: 4434.51 ms [2022-04-12 20:02:02 main:574] : INFO : Epoch 1788 | loss: 0.0311337 | val_loss: 0.0311599 | Time: 4254.17 ms [2022-04-12 20:02:06 main:574] : INFO : Epoch 1789 | loss: 0.0311334 | val_loss: 0.0311622 | Time: 4407.03 ms [2022-04-12 20:02:11 main:574] : INFO : Epoch 1790 | loss: 0.0311336 | val_loss: 0.0311604 | Time: 4537.35 ms [2022-04-12 20:02:16 main:574] : INFO : Epoch 1791 | loss: 0.0311343 | val_loss: 0.03116 | Time: 4692.02 ms [2022-04-12 20:02:19 main:574] : INFO : Epoch 1792 | loss: 0.031134 | val_loss: 0.0311581 | Time: 3764.41 ms [2022-04-12 20:02:24 main:574] : INFO : Epoch 1793 | loss: 0.0311346 | val_loss: 0.0311596 | Time: 4254.2 ms [2022-04-12 20:02:28 main:574] : INFO : Epoch 1794 | loss: 0.0311345 | val_loss: 0.0311614 | Time: 4140.15 ms [2022-04-12 20:02:32 main:574] : INFO : Epoch 1795 | loss: 0.0311334 | val_loss: 0.0311595 | Time: 4605.88 ms [2022-04-12 20:02:37 main:574] : INFO : Epoch 1796 | loss: 0.0311329 | val_loss: 0.0311606 | Time: 4786.11 ms [2022-04-12 20:02:41 main:574] : INFO : Epoch 1797 | loss: 0.0311323 | val_loss: 0.031164 | Time: 3787.99 ms [2022-04-12 20:02:45 main:574] : INFO : Epoch 1798 | loss: 0.0311336 | val_loss: 0.0311606 | Time: 4241.12 ms [2022-04-12 20:02:50 main:574] : INFO : Epoch 1799 | loss: 0.0311325 | val_loss: 0.0311617 | Time: 4221.47 ms [2022-04-12 20:02:54 main:574] : INFO : Epoch 1800 | loss: 0.0311359 | val_loss: 0.0311657 | Time: 4706.52 ms [2022-04-12 20:02:58 main:574] : INFO : Epoch 1801 | loss: 0.0311442 | val_loss: 0.0311649 | Time: 4205.29 ms [2022-04-12 20:03:03 main:574] : INFO : Epoch 1802 | loss: 0.0311416 | val_loss: 0.0311604 | Time: 4922.82 ms [2022-04-12 20:03:08 main:574] : INFO : Epoch 1803 | loss: 0.0311381 | val_loss: 0.0311585 | Time: 4165.53 ms [2022-04-12 20:03:12 main:574] : INFO : Epoch 1804 | loss: 0.0311375 | val_loss: 0.0311577 | Time: 4262.34 ms [2022-04-12 20:03:17 main:574] : INFO : Epoch 1805 | loss: 0.031136 | val_loss: 0.03116 | Time: 4650.18 ms [2022-04-12 20:03:21 main:574] : INFO : Epoch 1806 | loss: 0.0311386 | val_loss: 0.0311585 | Time: 4103.28 ms [2022-04-12 20:03:25 main:574] : INFO : Epoch 1807 | loss: 0.0311426 | val_loss: 0.0311614 | Time: 4756.85 ms [2022-04-12 20:03:30 main:574] : INFO : Epoch 1808 | loss: 0.0311418 | val_loss: 0.031164 | Time: 4107.52 ms [2022-04-12 20:03:34 main:574] : INFO : Epoch 1809 | loss: 0.0311415 | val_loss: 0.0311592 | Time: 4245.06 ms [2022-04-12 20:03:38 main:574] : INFO : Epoch 1810 | loss: 0.0311392 | val_loss: 0.0311579 | Time: 4191.23 ms [2022-04-12 20:03:42 main:574] : INFO : Epoch 1811 | loss: 0.03114 | val_loss: 0.0311605 | Time: 4111.67 ms [2022-04-12 20:03:46 main:574] : INFO : Epoch 1812 | loss: 0.0311411 | val_loss: 0.0311597 | Time: 4127.14 ms [2022-04-12 20:03:50 main:574] : INFO : Epoch 1813 | loss: 0.031141 | val_loss: 0.0311659 | Time: 4073.55 ms [2022-04-12 20:03:55 main:574] : INFO : Epoch 1814 | loss: 0.0311421 | val_loss: 0.0311619 | Time: 4270.3 ms [2022-04-12 20:03:58 main:574] : INFO : Epoch 1815 | loss: 0.0311396 | val_loss: 0.03116 | Time: 3694.14 ms [2022-04-12 20:04:03 main:574] : INFO : Epoch 1816 | loss: 0.0311396 | val_loss: 0.0311615 | Time: 4405.76 ms [2022-04-12 20:04:07 main:574] : INFO : Epoch 1817 | loss: 0.03114 | val_loss: 0.0311598 | Time: 4697.97 ms [2022-04-12 20:04:11 main:574] : INFO : Epoch 1818 | loss: 0.0311378 | val_loss: 0.0311605 | Time: 3949.29 ms [2022-04-12 20:04:16 main:574] : INFO : Epoch 1819 | loss: 0.0311368 | val_loss: 0.0311579 | Time: 4660.28 ms [2022-04-12 20:04:20 main:574] : INFO : Epoch 1820 | loss: 0.0311371 | val_loss: 0.031159 | Time: 3956.39 ms [2022-04-12 20:04:25 main:574] : INFO : Epoch 1821 | loss: 0.0311344 | val_loss: 0.0311606 | Time: 4458.88 ms [2022-04-12 20:04:29 main:574] : INFO : Epoch 1822 | loss: 0.0311352 | val_loss: 0.0311578 | Time: 4148.57 ms [2022-04-12 20:04:33 main:574] : INFO : Epoch 1823 | loss: 0.0311347 | val_loss: 0.0311581 | Time: 4330.19 ms [2022-04-12 20:04:38 main:574] : INFO : Epoch 1824 | loss: 0.031153 | val_loss: 0.0311923 | Time: 4526.07 ms [2022-04-12 20:04:42 main:574] : INFO : Epoch 1825 | loss: 0.0311724 | val_loss: 0.0311802 | Time: 3948.95 ms [2022-04-12 20:04:46 main:574] : INFO : Epoch 1826 | loss: 0.0311692 | val_loss: 0.0311793 | Time: 4720.89 ms [2022-04-12 20:04:50 main:574] : INFO : Epoch 1827 | loss: 0.0311774 | val_loss: 0.0311847 | Time: 4123.2 ms [2022-04-12 20:04:56 main:574] : INFO : Epoch 1828 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 5211.46 ms [2022-04-12 20:05:00 main:574] : INFO : Epoch 1829 | loss: 0.0311725 | val_loss: 0.0311777 | Time: 4382.58 ms [2022-04-12 20:05:04 main:574] : INFO : Epoch 1830 | loss: 0.0311676 | val_loss: 0.0311779 | Time: 4216.13 ms [2022-04-12 20:05:08 main:574] : INFO : Epoch 1831 | loss: 0.0311674 | val_loss: 0.03118 | Time: 3937.67 ms [2022-04-12 20:05:12 main:574] : INFO : Epoch 1832 | loss: 0.0311665 | val_loss: 0.0311767 | Time: 4173.82 ms [2022-04-12 20:05:17 main:574] : INFO : Epoch 1833 | loss: 0.031164 | val_loss: 0.0311741 | Time: 4715.01 ms [2022-04-12 20:05:21 main:574] : INFO : Epoch 1834 | loss: 0.0311605 | val_loss: 0.0311767 | Time: 4072.62 ms [2022-04-12 20:05:25 main:574] : INFO : Epoch 1835 | loss: 0.0311562 | val_loss: 0.0311717 | Time: 4229.12 ms [2022-04-12 20:05:30 main:574] : INFO : Epoch 1836 | loss: 0.0311498 | val_loss: 0.0311625 | Time: 4040.48 ms [2022-04-12 20:05:34 main:574] : INFO : Epoch 1837 | loss: 0.031145 | val_loss: 0.0311606 | Time: 4414.6 ms [2022-04-12 20:05:38 main:574] : INFO : Epoch 1838 | loss: 0.0311442 | val_loss: 0.0311579 | Time: 4451.82 ms [2022-04-12 20:05:43 main:574] : INFO : Epoch 1839 | loss: 0.0311412 | val_loss: 0.0311563 | Time: 4378.66 ms [2022-04-12 20:05:47 main:574] : INFO : Epoch 1840 | loss: 0.0311414 | val_loss: 0.0311608 | Time: 4407.14 ms [2022-04-12 20:05:51 main:574] : INFO : Epoch 1841 | loss: 0.0311404 | val_loss: 0.0311607 | Time: 4121 ms [2022-04-12 20:05:56 main:574] : INFO : Epoch 1842 | loss: 0.0311382 | val_loss: 0.0311588 | Time: 4682.94 ms [2022-04-12 20:06:00 main:574] : INFO : Epoch 1843 | loss: 0.0311372 | val_loss: 0.0311579 | Time: 4046.02 ms [2022-04-12 20:06:04 main:574] : INFO : Epoch 1844 | loss: 0.0311381 | val_loss: 0.0311585 | Time: 4156.83 ms [2022-04-12 20:06:08 main:574] : INFO : Epoch 1845 | loss: 0.0311374 | val_loss: 0.0311649 | Time: 3901.79 ms [2022-04-12 20:06:12 main:574] : INFO : Epoch 1846 | loss: 0.0311386 | val_loss: 0.0311614 | Time: 4041 ms [2022-04-12 20:06:16 main:574] : INFO : Epoch 1847 | loss: 0.0311382 | val_loss: 0.0311634 | Time: 4191.21 ms [2022-04-12 20:06:20 main:574] : INFO : Epoch 1848 | loss: 0.0311351 | val_loss: 0.0311607 | Time: 3895.86 ms [2022-04-12 20:06:24 main:574] : INFO : Epoch 1849 | loss: 0.0311349 | val_loss: 0.0311621 | Time: 4201.37 ms [2022-04-12 20:06:28 main:574] : INFO : Epoch 1850 | loss: 0.0311335 | val_loss: 0.031161 | Time: 3859.52 ms [2022-04-12 20:06:33 main:574] : INFO : Epoch 1851 | loss: 0.0311338 | val_loss: 0.0311585 | Time: 4411.4 ms [2022-04-12 20:06:38 main:574] : INFO : Epoch 1852 | loss: 0.0311357 | val_loss: 0.0311608 | Time: 4765.91 ms [2022-04-12 20:06:41 main:574] : INFO : Epoch 1853 | loss: 0.0311365 | val_loss: 0.0311591 | Time: 3809.08 ms [2022-04-12 20:06:46 main:574] : INFO : Epoch 1854 | loss: 0.0311368 | val_loss: 0.0311653 | Time: 4540 ms [2022-04-12 20:06:50 main:574] : INFO : Epoch 1855 | loss: 0.0311361 | val_loss: 0.0311612 | Time: 4013.34 ms [2022-04-12 20:06:54 main:574] : INFO : Epoch 1856 | loss: 0.0311342 | val_loss: 0.03116 | Time: 4343.93 ms [2022-04-12 20:06:58 main:574] : INFO : Epoch 1857 | loss: 0.0311333 | val_loss: 0.031162 | Time: 4200.47 ms [2022-04-12 20:07:03 main:574] : INFO : Epoch 1858 | loss: 0.0311324 | val_loss: 0.0311604 | Time: 4051.32 ms [2022-04-12 20:07:07 main:574] : INFO : Epoch 1859 | loss: 0.0311305 | val_loss: 0.0311596 | Time: 4182.99 ms [2022-04-12 20:07:11 main:574] : INFO : Epoch 1860 | loss: 0.0311327 | val_loss: 0.0311593 | Time: 3824.71 ms [2022-04-12 20:07:15 main:574] : INFO : Epoch 1861 | loss: 0.0311338 | val_loss: 0.0311616 | Time: 4757.95 ms [2022-04-12 20:07:20 main:574] : INFO : Epoch 1862 | loss: 0.0311329 | val_loss: 0.0311588 | Time: 4219.11 ms [2022-04-12 20:07:24 main:574] : INFO : Epoch 1863 | loss: 0.0311321 | val_loss: 0.0311611 | Time: 4499.54 ms [2022-04-12 20:07:28 main:574] : INFO : Epoch 1864 | loss: 0.0311318 | val_loss: 0.0311633 | Time: 4087.42 ms [2022-04-12 20:07:32 main:574] : INFO : Epoch 1865 | loss: 0.0311356 | val_loss: 0.0311614 | Time: 4071.29 ms [2022-04-12 20:07:37 main:574] : INFO : Epoch 1866 | loss: 0.0311341 | val_loss: 0.0311666 | Time: 4658.08 ms [2022-04-12 20:07:41 main:574] : INFO : Epoch 1867 | loss: 0.0311333 | val_loss: 0.0311606 | Time: 4085.93 ms [2022-04-12 20:07:45 main:574] : INFO : Epoch 1868 | loss: 0.0311315 | val_loss: 0.0311622 | Time: 4262.52 ms [2022-04-12 20:07:49 main:574] : INFO : Epoch 1869 | loss: 0.0311309 | val_loss: 0.031166 | Time: 3798.26 ms [2022-04-12 20:07:53 main:574] : INFO : Epoch 1870 | loss: 0.0311302 | val_loss: 0.0311618 | Time: 4101.44 ms [2022-04-12 20:07:58 main:574] : INFO : Epoch 1871 | loss: 0.0311313 | val_loss: 0.0311645 | Time: 4581.78 ms [2022-04-12 20:08:02 main:574] : INFO : Epoch 1872 | loss: 0.0311311 | val_loss: 0.0311627 | Time: 3798.11 ms [2022-04-12 20:08:06 main:574] : INFO : Epoch 1873 | loss: 0.0311294 | val_loss: 0.0311664 | Time: 4177.13 ms [2022-04-12 20:08:10 main:574] : INFO : Epoch 1874 | loss: 0.0311304 | val_loss: 0.0311632 | Time: 3988.47 ms [2022-04-12 20:08:14 main:574] : INFO : Epoch 1875 | loss: 0.0311343 | val_loss: 0.0311581 | Time: 4665.2 ms [2022-04-12 20:08:19 main:574] : INFO : Epoch 1876 | loss: 0.0311347 | val_loss: 0.0311568 | Time: 4122.17 ms [2022-04-12 20:08:23 main:574] : INFO : Epoch 1877 | loss: 0.0311333 | val_loss: 0.0311568 | Time: 4325.23 ms [2022-04-12 20:08:28 main:574] : INFO : Epoch 1878 | loss: 0.031134 | val_loss: 0.0311623 | Time: 4779.78 ms [2022-04-12 20:08:32 main:574] : INFO : Epoch 1879 | loss: 0.0311349 | val_loss: 0.0311567 | Time: 3956.53 ms [2022-04-12 20:08:36 main:574] : INFO : Epoch 1880 | loss: 0.031134 | val_loss: 0.0311601 | Time: 4124.43 ms [2022-04-12 20:08:40 main:574] : INFO : Epoch 1881 | loss: 0.0311322 | val_loss: 0.0311562 | Time: 3995.25 ms [2022-04-12 20:08:44 main:574] : INFO : Epoch 1882 | loss: 0.0311334 | val_loss: 0.0311602 | Time: 4150.07 ms [2022-04-12 20:08:48 main:574] : INFO : Epoch 1883 | loss: 0.0311324 | val_loss: 0.0311573 | Time: 4183.7 ms [2022-04-12 20:08:52 main:574] : INFO : Epoch 1884 | loss: 0.0311306 | val_loss: 0.0311601 | Time: 3949.57 ms [2022-04-12 20:08:56 main:574] : INFO : Epoch 1885 | loss: 0.0311315 | val_loss: 0.0311591 | Time: 4097.32 ms [2022-04-12 20:09:00 main:574] : INFO : Epoch 1886 | loss: 0.0311311 | val_loss: 0.0311633 | Time: 4062.6 ms [2022-04-12 20:09:05 main:574] : INFO : Epoch 1887 | loss: 0.0311329 | val_loss: 0.0311608 | Time: 4587.79 ms [2022-04-12 20:09:09 main:574] : INFO : Epoch 1888 | loss: 0.0311311 | val_loss: 0.0311608 | Time: 3885.54 ms [2022-04-12 20:09:14 main:574] : INFO : Epoch 1889 | loss: 0.03113 | val_loss: 0.0311597 | Time: 4739.27 ms [2022-04-12 20:09:18 main:574] : INFO : Epoch 1890 | loss: 0.0311301 | val_loss: 0.0311637 | Time: 4544.49 ms [2022-04-12 20:09:23 main:574] : INFO : Epoch 1891 | loss: 0.0311289 | val_loss: 0.0311629 | Time: 4698.34 ms [2022-04-12 20:09:28 main:574] : INFO : Epoch 1892 | loss: 0.0311324 | val_loss: 0.0311563 | Time: 5294.61 ms [2022-04-12 20:09:32 main:574] : INFO : Epoch 1893 | loss: 0.0311328 | val_loss: 0.0311617 | Time: 4252.74 ms [2022-04-12 20:09:37 main:574] : INFO : Epoch 1894 | loss: 0.0311293 | val_loss: 0.0311622 | Time: 4738.39 ms [2022-04-12 20:09:41 main:574] : INFO : Epoch 1895 | loss: 0.0311291 | val_loss: 0.0311627 | Time: 3984.83 ms [2022-04-12 20:09:46 main:574] : INFO : Epoch 1896 | loss: 0.0311293 | val_loss: 0.0311581 | Time: 4690.39 ms [2022-04-12 20:09:50 main:574] : INFO : Epoch 1897 | loss: 0.0311277 | val_loss: 0.031156 | Time: 4160.54 ms [2022-04-12 20:09:54 main:574] : INFO : Epoch 1898 | loss: 0.0311292 | val_loss: 0.0311566 | Time: 4307.36 ms [2022-04-12 20:09:59 main:574] : INFO : Epoch 1899 | loss: 0.0311321 | val_loss: 0.0311614 | Time: 4282.08 ms [2022-04-12 20:10:03 main:574] : INFO : Epoch 1900 | loss: 0.0311305 | val_loss: 0.0311549 | Time: 4042.2 ms [2022-04-12 20:10:07 main:574] : INFO : Epoch 1901 | loss: 0.0311296 | val_loss: 0.0311569 | Time: 4433.37 ms [2022-04-12 20:10:11 main:574] : INFO : Epoch 1902 | loss: 0.0311308 | val_loss: 0.0311633 | Time: 3925.94 ms [2022-04-12 20:10:16 main:574] : INFO : Epoch 1903 | loss: 0.0311342 | val_loss: 0.0311593 | Time: 5126.85 ms [2022-04-12 20:10:20 main:574] : INFO : Epoch 1904 | loss: 0.0311316 | val_loss: 0.0311575 | Time: 4147.4 ms [2022-04-12 20:10:25 main:574] : INFO : Epoch 1905 | loss: 0.0311296 | val_loss: 0.0311583 | Time: 4735.27 ms [2022-04-12 20:10:29 main:574] : INFO : Epoch 1906 | loss: 0.0311301 | val_loss: 0.0311608 | Time: 3920.87 ms [2022-04-12 20:10:33 main:574] : INFO : Epoch 1907 | loss: 0.031135 | val_loss: 0.0311598 | Time: 4206.32 ms [2022-04-12 20:10:38 main:574] : INFO : Epoch 1908 | loss: 0.0311369 | val_loss: 0.0311581 | Time: 4221.88 ms [2022-04-12 20:10:41 main:574] : INFO : Epoch 1909 | loss: 0.0311366 | val_loss: 0.0311604 | Time: 3748.64 ms [2022-04-12 20:10:46 main:574] : INFO : Epoch 1910 | loss: 0.0311345 | val_loss: 0.0311572 | Time: 4606.67 ms [2022-04-12 20:10:50 main:574] : INFO : Epoch 1911 | loss: 0.0311326 | val_loss: 0.0311588 | Time: 3977.97 ms [2022-04-12 20:10:54 main:574] : INFO : Epoch 1912 | loss: 0.0311302 | val_loss: 0.0311593 | Time: 4493.08 ms [2022-04-12 20:10:59 main:574] : INFO : Epoch 1913 | loss: 0.0311291 | val_loss: 0.0311606 | Time: 4263.4 ms [2022-04-12 20:11:03 main:574] : INFO : Epoch 1914 | loss: 0.0311294 | val_loss: 0.0311641 | Time: 4311.47 ms [2022-04-12 20:11:07 main:574] : INFO : Epoch 1915 | loss: 0.0311302 | val_loss: 0.0311574 | Time: 4493.28 ms [2022-04-12 20:11:12 main:574] : INFO : Epoch 1916 | loss: 0.0311292 | val_loss: 0.031157 | Time: 4057.17 ms [2022-04-12 20:11:16 main:574] : INFO : Epoch 1917 | loss: 0.0311282 | val_loss: 0.03116 | Time: 4708.92 ms [2022-04-12 20:11:20 main:574] : INFO : Epoch 1918 | loss: 0.03113 | val_loss: 0.0311609 | Time: 4072.89 ms [2022-04-12 20:11:25 main:574] : INFO : Epoch 1919 | loss: 0.0311271 | val_loss: 0.0311607 | Time: 4347.33 ms [2022-04-12 20:11:29 main:574] : INFO : Epoch 1920 | loss: 0.031127 | val_loss: 0.031162 | Time: 4169.02 ms [2022-04-12 20:11:34 main:574] : INFO : Epoch 1921 | loss: 0.0311275 | val_loss: 0.0311566 | Time: 4585.88 ms [2022-04-12 20:11:38 main:574] : INFO : Epoch 1922 | loss: 0.03113 | val_loss: 0.0311627 | Time: 4620.41 ms [2022-04-12 20:11:42 main:574] : INFO : Epoch 1923 | loss: 0.0311288 | val_loss: 0.0311594 | Time: 4025.95 ms [2022-04-12 20:11:47 main:574] : INFO : Epoch 1924 | loss: 0.0311275 | val_loss: 0.0311592 | Time: 4676.26 ms [2022-04-12 20:11:51 main:574] : INFO : Epoch 1925 | loss: 0.0311282 | val_loss: 0.0311623 | Time: 4128.75 ms [2022-04-12 20:11:55 main:574] : INFO : Epoch 1926 | loss: 0.0311308 | val_loss: 0.0311642 | Time: 4137.64 ms [2022-04-12 20:11:59 main:574] : INFO : Epoch 1927 | loss: 0.0311302 | val_loss: 0.0311573 | Time: 3843.73 ms [2022-04-12 20:12:04 main:574] : INFO : Epoch 1928 | loss: 0.0311279 | val_loss: 0.03116 | Time: 4633.74 ms [2022-04-12 20:12:08 main:574] : INFO : Epoch 1929 | loss: 0.0311276 | val_loss: 0.0311614 | Time: 4662.58 ms [2022-04-12 20:12:12 main:574] : INFO : Epoch 1930 | loss: 0.0311309 | val_loss: 0.0311596 | Time: 3978.89 ms [2022-04-12 20:12:17 main:574] : INFO : Epoch 1931 | loss: 0.0311304 | val_loss: 0.0311553 | Time: 4352.76 ms [2022-04-12 20:12:20 main:574] : INFO : Epoch 1932 | loss: 0.031128 | val_loss: 0.0311574 | Time: 3762.17 ms [2022-04-12 20:12:25 main:574] : INFO : Epoch 1933 | loss: 0.0311284 | val_loss: 0.0311587 | Time: 4165.56 ms [2022-04-12 20:12:29 main:574] : INFO : Epoch 1934 | loss: 0.0311266 | val_loss: 0.0311633 | Time: 3967.43 ms [2022-04-12 20:12:33 main:574] : INFO : Epoch 1935 | loss: 0.0311299 | val_loss: 0.0311728 | Time: 4267.25 ms [2022-04-12 20:12:37 main:574] : INFO : Epoch 1936 | loss: 0.0311281 | val_loss: 0.0311647 | Time: 4321.05 ms [2022-04-12 20:12:41 main:574] : INFO : Epoch 1937 | loss: 0.0311258 | val_loss: 0.0311571 | Time: 3893.61 ms [2022-04-12 20:12:45 main:574] : INFO : Epoch 1938 | loss: 0.0311269 | val_loss: 0.0311574 | Time: 4308.7 ms [2022-04-12 20:12:49 main:574] : INFO : Epoch 1939 | loss: 0.0311276 | val_loss: 0.0311606 | Time: 4020.49 ms [2022-04-12 20:12:54 main:574] : INFO : Epoch 1940 | loss: 0.0311289 | val_loss: 0.0311632 | Time: 4412.57 ms [2022-04-12 20:12:58 main:574] : INFO : Epoch 1941 | loss: 0.0311353 | val_loss: 0.0311593 | Time: 4441.35 ms [2022-04-12 20:13:02 main:574] : INFO : Epoch 1942 | loss: 0.0311369 | val_loss: 0.0311611 | Time: 3716.57 ms [2022-04-12 20:13:06 main:574] : INFO : Epoch 1943 | loss: 0.0311366 | val_loss: 0.0311602 | Time: 4345.38 ms [2022-04-12 20:13:10 main:574] : INFO : Epoch 1944 | loss: 0.0311368 | val_loss: 0.0311609 | Time: 3829.51 ms [2022-04-12 20:13:15 main:574] : INFO : Epoch 1945 | loss: 0.0311405 | val_loss: 0.031162 | Time: 4496.15 ms [2022-04-12 20:13:19 main:574] : INFO : Epoch 1946 | loss: 0.03114 | val_loss: 0.0311578 | Time: 4245.89 ms [2022-04-12 20:13:24 main:574] : INFO : Epoch 1947 | loss: 0.0311373 | val_loss: 0.0311589 | Time: 4481.88 ms [2022-04-12 20:13:28 main:574] : INFO : Epoch 1948 | loss: 0.0311347 | val_loss: 0.0311589 | Time: 4681.64 ms [2022-04-12 20:13:32 main:574] : INFO : Epoch 1949 | loss: 0.0311322 | val_loss: 0.0311575 | Time: 4101.94 ms [2022-04-12 20:13:37 main:574] : INFO : Epoch 1950 | loss: 0.0311377 | val_loss: 0.0311667 | Time: 4704.06 ms [2022-04-12 20:13:41 main:574] : INFO : Epoch 1951 | loss: 0.031142 | val_loss: 0.0311634 | Time: 3898.12 ms [2022-04-12 20:13:46 main:574] : INFO : Epoch 1952 | loss: 0.0311312 | val_loss: 0.0311568 | Time: 4835.01 ms [2022-04-12 20:13:50 main:574] : INFO : Epoch 1953 | loss: 0.0311306 | val_loss: 0.0311604 | Time: 4157.36 ms [2022-04-12 20:13:55 main:574] : INFO : Epoch 1954 | loss: 0.03113 | val_loss: 0.0311523 | Time: 4755.33 ms [2022-04-12 20:13:59 main:574] : INFO : Epoch 1955 | loss: 0.0311285 | val_loss: 0.031155 | Time: 4133.94 ms [2022-04-12 20:14:03 main:574] : INFO : Epoch 1956 | loss: 0.0311304 | val_loss: 0.0311561 | Time: 4300.46 ms [2022-04-12 20:14:07 main:574] : INFO : Epoch 1957 | loss: 0.0311324 | val_loss: 0.0311534 | Time: 4243.1 ms [2022-04-12 20:14:12 main:574] : INFO : Epoch 1958 | loss: 0.0311315 | val_loss: 0.0311604 | Time: 4077.28 ms [2022-04-12 20:14:16 main:574] : INFO : Epoch 1959 | loss: 0.0311389 | val_loss: 0.0311639 | Time: 4439.44 ms [2022-04-12 20:14:20 main:574] : INFO : Epoch 1960 | loss: 0.0311331 | val_loss: 0.0311583 | Time: 3933.97 ms [2022-04-12 20:14:24 main:574] : INFO : Epoch 1961 | loss: 0.0311291 | val_loss: 0.0311563 | Time: 4271.38 ms [2022-04-12 20:14:28 main:574] : INFO : Epoch 1962 | loss: 0.0311299 | val_loss: 0.0311578 | Time: 4136.98 ms [2022-04-12 20:14:33 main:574] : INFO : Epoch 1963 | loss: 0.0311314 | val_loss: 0.031166 | Time: 4275.06 ms [2022-04-12 20:14:37 main:574] : INFO : Epoch 1964 | loss: 0.0311445 | val_loss: 0.0311647 | Time: 4704.11 ms [2022-04-12 20:14:41 main:574] : INFO : Epoch 1965 | loss: 0.0311485 | val_loss: 0.0311604 | Time: 3968.4 ms [2022-04-12 20:14:46 main:574] : INFO : Epoch 1966 | loss: 0.0311471 | val_loss: 0.0311627 | Time: 4884.64 ms [2022-04-12 20:14:51 main:574] : INFO : Epoch 1967 | loss: 0.0311423 | val_loss: 0.0311613 | Time: 4276.16 ms [2022-04-12 20:14:55 main:574] : INFO : Epoch 1968 | loss: 0.0311412 | val_loss: 0.0311621 | Time: 4470.74 ms [2022-04-12 20:14:59 main:574] : INFO : Epoch 1969 | loss: 0.0311426 | val_loss: 0.0311669 | Time: 3849.88 ms [2022-04-12 20:15:03 main:574] : INFO : Epoch 1970 | loss: 0.0311403 | val_loss: 0.0311597 | Time: 3994.04 ms [2022-04-12 20:15:08 main:574] : INFO : Epoch 1971 | loss: 0.0311378 | val_loss: 0.0311599 | Time: 4945.42 ms [2022-04-12 20:15:12 main:574] : INFO : Epoch 1972 | loss: 0.0311403 | val_loss: 0.0311635 | Time: 3981.28 ms [2022-04-12 20:15:16 main:574] : INFO : Epoch 1973 | loss: 0.0311492 | val_loss: 0.0311668 | Time: 4376.85 ms [2022-04-12 20:15:20 main:574] : INFO : Epoch 1974 | loss: 0.0311499 | val_loss: 0.0311644 | Time: 3935.84 ms [2022-04-12 20:15:24 main:574] : INFO : Epoch 1975 | loss: 0.0311493 | val_loss: 0.0311657 | Time: 4209.83 ms [2022-04-12 20:15:28 main:574] : INFO : Epoch 1976 | loss: 0.0311467 | val_loss: 0.0311678 | Time: 4115.03 ms [2022-04-12 20:15:32 main:574] : INFO : Epoch 1977 | loss: 0.0311428 | val_loss: 0.0311607 | Time: 3845.82 ms [2022-04-12 20:15:37 main:574] : INFO : Epoch 1978 | loss: 0.0311439 | val_loss: 0.0311645 | Time: 4290.45 ms [2022-04-12 20:15:41 main:574] : INFO : Epoch 1979 | loss: 0.0311447 | val_loss: 0.0311652 | Time: 3894.63 ms [2022-04-12 20:15:46 main:574] : INFO : Epoch 1980 | loss: 0.0311421 | val_loss: 0.0311651 | Time: 4961.95 ms [2022-04-12 20:15:50 main:574] : INFO : Epoch 1981 | loss: 0.0311403 | val_loss: 0.0311602 | Time: 4031.49 ms [2022-04-12 20:15:54 main:574] : INFO : Epoch 1982 | loss: 0.0311393 | val_loss: 0.031164 | Time: 4752.38 ms [2022-04-12 20:15:59 main:574] : INFO : Epoch 1983 | loss: 0.0311381 | val_loss: 0.0311608 | Time: 4506.67 ms [2022-04-12 20:16:03 main:574] : INFO : Epoch 1984 | loss: 0.0311388 | val_loss: 0.031164 | Time: 4018.64 ms [2022-04-12 20:16:07 main:574] : INFO : Epoch 1985 | loss: 0.0311377 | val_loss: 0.0311632 | Time: 4307.01 ms [2022-04-12 20:16:11 main:574] : INFO : Epoch 1986 | loss: 0.0311365 | val_loss: 0.0311608 | Time: 3888.05 ms [2022-04-12 20:16:15 main:574] : INFO : Epoch 1987 | loss: 0.0311375 | val_loss: 0.0311634 | Time: 4216.23 ms [2022-04-12 20:16:19 main:574] : INFO : Epoch 1988 | loss: 0.0311369 | val_loss: 0.0311603 | Time: 4000.09 ms [2022-04-12 20:16:23 main:574] : INFO : Epoch 1989 | loss: 0.0311394 | val_loss: 0.0311601 | Time: 4136.82 ms [2022-04-12 20:16:28 main:574] : INFO : Epoch 1990 | loss: 0.0311405 | val_loss: 0.0311599 | Time: 4457.31 ms [2022-04-12 20:16:32 main:574] : INFO : Epoch 1991 | loss: 0.0311398 | val_loss: 0.0311594 | Time: 4113.41 ms [2022-04-12 20:16:37 main:574] : INFO : Epoch 1992 | loss: 0.0311412 | val_loss: 0.0311587 | Time: 4886.79 ms [2022-04-12 20:16:41 main:574] : INFO : Epoch 1993 | loss: 0.0311405 | val_loss: 0.0311588 | Time: 4138.98 ms [2022-04-12 20:16:45 main:574] : INFO : Epoch 1994 | loss: 0.0311364 | val_loss: 0.0311572 | Time: 4240.09 ms [2022-04-12 20:16:49 main:574] : INFO : Epoch 1995 | loss: 0.0311357 | val_loss: 0.0311584 | Time: 4184.8 ms [2022-04-12 20:16:54 main:574] : INFO : Epoch 1996 | loss: 0.0311346 | val_loss: 0.0311624 | Time: 4237.88 ms [2022-04-12 20:16:58 main:574] : INFO : Epoch 1997 | loss: 0.0311342 | val_loss: 0.0311605 | Time: 4549.16 ms [2022-04-12 20:17:02 main:574] : INFO : Epoch 1998 | loss: 0.0311336 | val_loss: 0.031157 | Time: 3783.66 ms [2022-04-12 20:17:06 main:574] : INFO : Epoch 1999 | loss: 0.0311326 | val_loss: 0.0311591 | Time: 4305.96 ms [2022-04-12 20:17:11 main:574] : INFO : Epoch 2000 | loss: 0.0311336 | val_loss: 0.0311567 | Time: 4215.83 ms [2022-04-12 20:17:15 main:574] : INFO : Epoch 2001 | loss: 0.031133 | val_loss: 0.0311598 | Time: 4747.43 ms [2022-04-12 20:17:19 main:574] : INFO : Epoch 2002 | loss: 0.0311338 | val_loss: 0.0311545 | Time: 4117.99 ms [2022-04-12 20:17:24 main:574] : INFO : Epoch 2003 | loss: 0.0311335 | val_loss: 0.0311634 | Time: 4277.71 ms [2022-04-12 20:17:28 main:574] : INFO : Epoch 2004 | loss: 0.0311318 | val_loss: 0.0311576 | Time: 4169.53 ms [2022-04-12 20:17:32 main:574] : INFO : Epoch 2005 | loss: 0.0311325 | val_loss: 0.0311591 | Time: 4053.24 ms [2022-04-12 20:17:37 main:574] : INFO : Epoch 2006 | loss: 0.0311314 | val_loss: 0.0311623 | Time: 4764.31 ms [2022-04-12 20:17:41 main:574] : INFO : Epoch 2007 | loss: 0.0311307 | val_loss: 0.0311597 | Time: 4239.86 ms [2022-04-12 20:17:46 main:574] : INFO : Epoch 2008 | loss: 0.0311305 | val_loss: 0.0311624 | Time: 4971.23 ms [2022-04-12 20:17:50 main:574] : INFO : Epoch 2009 | loss: 0.0311302 | val_loss: 0.0311618 | Time: 3984.56 ms [2022-04-12 20:17:54 main:574] : INFO : Epoch 2010 | loss: 0.0311306 | val_loss: 0.031164 | Time: 4391.81 ms [2022-04-12 20:17:59 main:574] : INFO : Epoch 2011 | loss: 0.0311304 | val_loss: 0.0311637 | Time: 4545.69 ms [2022-04-12 20:18:03 main:574] : INFO : Epoch 2012 | loss: 0.0311314 | val_loss: 0.0311608 | Time: 4079.41 ms [2022-04-12 20:18:07 main:574] : INFO : Epoch 2013 | loss: 0.0311316 | val_loss: 0.0311595 | Time: 4188.2 ms [2022-04-12 20:18:11 main:574] : INFO : Epoch 2014 | loss: 0.0311311 | val_loss: 0.0311622 | Time: 3884.7 ms [2022-04-12 20:18:16 main:574] : INFO : Epoch 2015 | loss: 0.0311357 | val_loss: 0.0311626 | Time: 4292.27 ms [2022-04-12 20:18:20 main:574] : INFO : Epoch 2016 | loss: 0.0311502 | val_loss: 0.0311625 | Time: 4092.96 ms [2022-04-12 20:18:24 main:574] : INFO : Epoch 2017 | loss: 0.0311502 | val_loss: 0.0311589 | Time: 4227.54 ms [2022-04-12 20:18:28 main:574] : INFO : Epoch 2018 | loss: 0.031145 | val_loss: 0.0311634 | Time: 4465.83 ms [2022-04-12 20:18:32 main:574] : INFO : Epoch 2019 | loss: 0.0311445 | val_loss: 0.0311617 | Time: 3979.2 ms [2022-04-12 20:18:37 main:574] : INFO : Epoch 2020 | loss: 0.0311436 | val_loss: 0.0311624 | Time: 4703.83 ms [2022-04-12 20:18:41 main:574] : INFO : Epoch 2021 | loss: 0.0311402 | val_loss: 0.0311577 | Time: 4011.22 ms [2022-04-12 20:18:45 main:574] : INFO : Epoch 2022 | loss: 0.0311398 | val_loss: 0.0311609 | Time: 4120.19 ms [2022-04-12 20:18:49 main:574] : INFO : Epoch 2023 | loss: 0.0311388 | val_loss: 0.0311608 | Time: 3942.21 ms [2022-04-12 20:18:54 main:574] : INFO : Epoch 2024 | loss: 0.0311345 | val_loss: 0.0311648 | Time: 4425.13 ms [2022-04-12 20:18:58 main:574] : INFO : Epoch 2025 | loss: 0.0311368 | val_loss: 0.0311663 | Time: 4321.5 ms [2022-04-12 20:19:02 main:574] : INFO : Epoch 2026 | loss: 0.0311342 | val_loss: 0.0311671 | Time: 3776.86 ms [2022-04-12 20:19:06 main:574] : INFO : Epoch 2027 | loss: 0.031134 | val_loss: 0.0311613 | Time: 4258.99 ms [2022-04-12 20:19:10 main:574] : INFO : Epoch 2028 | loss: 0.0311337 | val_loss: 0.0311668 | Time: 4235.2 ms [2022-04-12 20:19:14 main:574] : INFO : Epoch 2029 | loss: 0.0311362 | val_loss: 0.0311586 | Time: 4173.73 ms [2022-04-12 20:19:19 main:574] : INFO : Epoch 2030 | loss: 0.0311342 | val_loss: 0.0311612 | Time: 4385.99 ms [2022-04-12 20:19:23 main:574] : INFO : Epoch 2031 | loss: 0.0311333 | val_loss: 0.0311563 | Time: 3741.81 ms [2022-04-12 20:19:27 main:574] : INFO : Epoch 2032 | loss: 0.0311326 | val_loss: 0.0311614 | Time: 4694.88 ms [2022-04-12 20:19:32 main:574] : INFO : Epoch 2033 | loss: 0.0311312 | val_loss: 0.0311609 | Time: 4233.44 ms [2022-04-12 20:19:37 main:574] : INFO : Epoch 2034 | loss: 0.0311321 | val_loss: 0.0311589 | Time: 4997.64 ms [2022-04-12 20:19:41 main:574] : INFO : Epoch 2035 | loss: 0.031137 | val_loss: 0.0311634 | Time: 4069.22 ms [2022-04-12 20:19:45 main:574] : INFO : Epoch 2036 | loss: 0.0311306 | val_loss: 0.0311642 | Time: 4644.23 ms [2022-04-12 20:19:50 main:574] : INFO : Epoch 2037 | loss: 0.0311303 | val_loss: 0.0311615 | Time: 4313.41 ms [2022-04-12 20:19:54 main:574] : INFO : Epoch 2038 | loss: 0.0311294 | val_loss: 0.0311581 | Time: 4068.01 ms [2022-04-12 20:19:58 main:574] : INFO : Epoch 2039 | loss: 0.0311298 | val_loss: 0.0311604 | Time: 4076.25 ms [2022-04-12 20:20:02 main:574] : INFO : Epoch 2040 | loss: 0.0311291 | val_loss: 0.0311644 | Time: 4319.52 ms [2022-04-12 20:20:07 main:574] : INFO : Epoch 2041 | loss: 0.0311295 | val_loss: 0.0311657 | Time: 4645.34 ms [2022-04-12 20:20:11 main:574] : INFO : Epoch 2042 | loss: 0.0311348 | val_loss: 0.031163 | Time: 3967.11 ms [2022-04-12 20:20:15 main:574] : INFO : Epoch 2043 | loss: 0.0311383 | val_loss: 0.0311698 | Time: 4333.34 ms [2022-04-12 20:20:19 main:574] : INFO : Epoch 2044 | loss: 0.0311356 | val_loss: 0.0311636 | Time: 4385.4 ms [2022-04-12 20:20:24 main:574] : INFO : Epoch 2045 | loss: 0.0311347 | val_loss: 0.0311622 | Time: 4457.44 ms [2022-04-12 20:20:29 main:574] : INFO : Epoch 2046 | loss: 0.0311343 | val_loss: 0.0311617 | Time: 4769.91 ms [2022-04-12 20:20:33 main:574] : INFO : Epoch 2047 | loss: 0.0311358 | val_loss: 0.031161 | Time: 3888.18 ms [2022-04-12 20:20:37 main:574] : INFO : Epoch 2048 | loss: 0.0311341 | val_loss: 0.0311599 | Time: 4137.46 ms [2022-04-12 20:20:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311599 [2022-04-12 20:20:37 main:603] : INFO : Saving end state to config to file [2022-04-12 20:20:37 main:608] : INFO : Success, exiting.. 20:20:37 (7356): 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)