Task 5130282
| Name | ParityModified-1619234733-12185-2_0 |
| Workunit | 3081640 |
| Created | 2 May 2021, 7:18:22 UTC |
| Sent | 12 May 2021, 0:33:07 UTC |
| Report deadline | 19 May 2021, 0:33:07 UTC |
| Received | 12 May 2021, 4:25:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4440 |
| Run time | 2 hours 48 min 52 sec |
| CPU time | 2 hours 40 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311324 | val_loss: 0.0311561 | Time: 4914.86 ms
[2021-05-11 22:43:26 main:574] : INFO : Epoch 1543 | loss: 0.0311322 | val_loss: 0.031158 | Time: 4862.29 ms
[2021-05-11 22:43:31 main:574] : INFO : Epoch 1544 | loss: 0.0311319 | val_loss: 0.0311563 | Time: 4911.59 ms
[2021-05-11 22:43:36 main:574] : INFO : Epoch 1545 | loss: 0.0311336 | val_loss: 0.0311581 | Time: 4843.82 ms
[2021-05-11 22:43:41 main:574] : INFO : Epoch 1546 | loss: 0.0311393 | val_loss: 0.0311576 | Time: 4804.56 ms
[2021-05-11 22:43:46 main:574] : INFO : Epoch 1547 | loss: 0.031138 | val_loss: 0.0311587 | Time: 4741.41 ms
[2021-05-11 22:43:50 main:574] : INFO : Epoch 1548 | loss: 0.031136 | val_loss: 0.0311556 | Time: 4747.21 ms
[2021-05-11 22:43:55 main:574] : INFO : Epoch 1549 | loss: 0.0311343 | val_loss: 0.0311531 | Time: 4671.44 ms
[2021-05-11 22:44:00 main:574] : INFO : Epoch 1550 | loss: 0.0311319 | val_loss: 0.0311567 | Time: 4803.67 ms
[2021-05-11 22:44:05 main:574] : INFO : Epoch 1551 | loss: 0.0311359 | val_loss: 0.031157 | Time: 4840.01 ms
[2021-05-11 22:44:10 main:574] : INFO : Epoch 1552 | loss: 0.0311335 | val_loss: 0.0311532 | Time: 4802.35 ms
[2021-05-11 22:44:15 main:574] : INFO : Epoch 1553 | loss: 0.0311313 | val_loss: 0.0311568 | Time: 4807.12 ms
[2021-05-11 22:44:20 main:574] : INFO : Epoch 1554 | loss: 0.0311302 | val_loss: 0.0311585 | Time: 4910.34 ms
[2021-05-11 22:44:24 main:574] : INFO : Epoch 1555 | loss: 0.0311284 | val_loss: 0.03116 | Time: 4673.16 ms
[2021-05-11 22:44:29 main:574] : INFO : Epoch 1556 | loss: 0.0311269 | val_loss: 0.031154 | Time: 4710.37 ms
[2021-05-11 22:44:34 main:574] : INFO : Epoch 1557 | loss: 0.0311282 | val_loss: 0.0311584 | Time: 4745.56 ms
[2021-05-11 22:44:39 main:574] : INFO : Epoch 1558 | loss: 0.0311264 | val_loss: 0.0311552 | Time: 4676.93 ms
[2021-05-11 22:44:43 main:574] : INFO : Epoch 1559 | loss: 0.0311306 | val_loss: 0.031155 | Time: 4615.26 ms
[2021-05-11 22:44:48 main:574] : INFO : Epoch 1560 | loss: 0.0311342 | val_loss: 0.0311615 | Time: 4857.93 ms
[2021-05-11 22:44:53 main:574] : INFO : Epoch 1561 | loss: 0.0311337 | val_loss: 0.031163 | Time: 4801.29 ms
[2021-05-11 22:44:58 main:574] : INFO : Epoch 1562 | loss: 0.0311339 | val_loss: 0.0311551 | Time: 4701.43 ms
[2021-05-11 22:45:03 main:574] : INFO : Epoch 1563 | loss: 0.0311305 | val_loss: 0.031153 | Time: 4780.96 ms
[2021-05-11 22:45:08 main:574] : INFO : Epoch 1564 | loss: 0.0311285 | val_loss: 0.031169 | Time: 4877.18 ms
[2021-05-11 22:45:13 main:574] : INFO : Epoch 1565 | loss: 0.0311342 | val_loss: 0.0311651 | Time: 4856.03 ms
[2021-05-11 22:45:18 main:574] : INFO : Epoch 1566 | loss: 0.0311323 | val_loss: 0.0311616 | Time: 4934.77 ms
[2021-05-11 22:45:23 main:574] : INFO : Epoch 1567 | loss: 0.0311321 | val_loss: 0.031158 | Time: 4980.47 ms
[2021-05-11 22:45:27 main:574] : INFO : Epoch 1568 | loss: 0.0311295 | val_loss: 0.0311588 | Time: 4779.58 ms
[2021-05-11 22:45:32 main:574] : INFO : Epoch 1569 | loss: 0.0311284 | val_loss: 0.0311527 | Time: 4849.6 ms
[2021-05-11 22:45:37 main:574] : INFO : Epoch 1570 | loss: 0.0311286 | val_loss: 0.0311554 | Time: 4711.1 ms
[2021-05-11 22:45:42 main:574] : INFO : Epoch 1571 | loss: 0.0311275 | val_loss: 0.0311612 | Time: 4814.32 ms
[2021-05-11 22:45:47 main:574] : INFO : Epoch 1572 | loss: 0.0311304 | val_loss: 0.0311573 | Time: 4815.99 ms
[2021-05-11 22:45:52 main:574] : INFO : Epoch 1573 | loss: 0.031127 | val_loss: 0.0311543 | Time: 4740.29 ms
[2021-05-11 22:45:56 main:574] : INFO : Epoch 1574 | loss: 0.0311255 | val_loss: 0.0311553 | Time: 4739.8 ms
[2021-05-11 22:46:01 main:574] : INFO : Epoch 1575 | loss: 0.031125 | val_loss: 0.0311565 | Time: 4772.4 ms
[2021-05-11 22:46:06 main:574] : INFO : Epoch 1576 | loss: 0.0311247 | val_loss: 0.0311543 | Time: 4761.44 ms
[2021-05-11 22:46:11 main:574] : INFO : Epoch 1577 | loss: 0.0311255 | val_loss: 0.0311557 | Time: 4810.84 ms
[2021-05-11 22:46:16 main:574] : INFO : Epoch 1578 | loss: 0.0311275 | val_loss: 0.0311546 | Time: 4975.09 ms
[2021-05-11 22:46:21 main:574] : INFO : Epoch 1579 | loss: 0.0311257 | val_loss: 0.0311572 | Time: 4710.15 ms
[2021-05-11 22:46:26 main:574] : INFO : Epoch 1580 | loss: 0.0311269 | val_loss: 0.0311673 | Time: 4767.94 ms
[2021-05-11 22:46:30 main:574] : INFO : Epoch 1581 | loss: 0.0311262 | val_loss: 0.0311562 | Time: 4712.64 ms
[2021-05-11 22:46:35 main:574] : INFO : Epoch 1582 | loss: 0.0311246 | val_loss: 0.0311557 | Time: 4864.48 ms
[2021-05-11 22:46:40 main:574] : INFO : Epoch 1583 | loss: 0.0311249 | val_loss: 0.0311635 | Time: 4741.4 ms
[2021-05-11 22:46:45 main:574] : INFO : Epoch 1584 | loss: 0.0311245 | val_loss: 0.0311576 | Time: 4766.51 ms
[2021-05-11 22:46:50 main:574] : INFO : Epoch 1585 | loss: 0.0311268 | val_loss: 0.0311719 | Time: 4781.79 ms
[2021-05-11 22:46:55 main:574] : INFO : Epoch 1586 | loss: 0.0311278 | val_loss: 0.0311554 | Time: 4669.54 ms
[2021-05-11 22:47:00 main:574] : INFO : Epoch 1587 | loss: 0.0311234 | val_loss: 0.0311548 | Time: 4950.56 ms
[2021-05-11 22:47:04 main:574] : INFO : Epoch 1588 | loss: 0.0311241 | val_loss: 0.0311546 | Time: 4744.72 ms
[2021-05-11 22:47:09 main:574] : INFO : Epoch 1589 | loss: 0.0311249 | val_loss: 0.0311552 | Time: 4580.96 ms
[2021-05-11 22:47:14 main:574] : INFO : Epoch 1590 | loss: 0.031125 | val_loss: 0.0311525 | Time: 4983.71 ms
[2021-05-11 22:47:19 main:574] : INFO : Epoch 1591 | loss: 0.0311306 | val_loss: 0.0311567 | Time: 4780.83 ms
[2021-05-11 22:47:24 main:574] : INFO : Epoch 1592 | loss: 0.0311352 | val_loss: 0.0311524 | Time: 4652.76 ms
[2021-05-11 22:47:28 main:574] : INFO : Epoch 1593 | loss: 0.0311316 | val_loss: 0.0311563 | Time: 4572.29 ms
[2021-05-11 22:47:33 main:574] : INFO : Epoch 1594 | loss: 0.031129 | val_loss: 0.0311548 | Time: 4761.71 ms
[2021-05-11 22:47:38 main:574] : INFO : Epoch 1595 | loss: 0.0311278 | val_loss: 0.0311529 | Time: 4828.34 ms
[2021-05-11 22:47:43 main:574] : INFO : Epoch 1596 | loss: 0.0311287 | val_loss: 0.031149 | Time: 4782.74 ms
[2021-05-11 22:47:48 main:574] : INFO : Epoch 1597 | loss: 0.0311288 | val_loss: 0.0311509 | Time: 4896.42 ms
[2021-05-11 22:47:52 main:574] : INFO : Epoch 1598 | loss: 0.0311279 | val_loss: 0.0311529 | Time: 4799.97 ms
[2021-05-11 22:47:57 main:574] : INFO : Epoch 1599 | loss: 0.0311266 | val_loss: 0.0311529 | Time: 4757.04 ms
[2021-05-11 22:48:02 main:574] : INFO : Epoch 1600 | loss: 0.0311265 | val_loss: 0.0311566 | Time: 4862.02 ms
[2021-05-11 22:48:07 main:574] : INFO : Epoch 1601 | loss: 0.0311261 | val_loss: 0.0311583 | Time: 4906.49 ms
[2021-05-11 22:48:12 main:574] : INFO : Epoch 1602 | loss: 0.0311247 | val_loss: 0.0311607 | Time: 4818.98 ms
[2021-05-11 22:48:17 main:574] : INFO : Epoch 1603 | loss: 0.0311238 | val_loss: 0.0311516 | Time: 4590.38 ms
[2021-05-11 22:48:21 main:574] : INFO : Epoch 1604 | loss: 0.0311236 | val_loss: 0.0311539 | Time: 4734.19 ms
[2021-05-11 22:48:26 main:574] : INFO : Epoch 1605 | loss: 0.0311256 | val_loss: 0.0311569 | Time: 4809.64 ms
[2021-05-11 22:48:31 main:574] : INFO : Epoch 1606 | loss: 0.031123 | val_loss: 0.0311572 | Time: 4736.39 ms
[2021-05-11 22:48:36 main:574] : INFO : Epoch 1607 | loss: 0.0311265 | val_loss: 0.0311516 | Time: 4802.92 ms
[2021-05-11 22:48:41 main:574] : INFO : Epoch 1608 | loss: 0.031127 | val_loss: 0.0311503 | Time: 4671.49 ms
[2021-05-11 22:48:45 main:574] : INFO : Epoch 1609 | loss: 0.0311253 | val_loss: 0.0311576 | Time: 4640 ms
[2021-05-11 22:48:50 main:574] : INFO : Epoch 1610 | loss: 0.0311245 | val_loss: 0.0311608 | Time: 4704.95 ms
[2021-05-11 22:48:55 main:574] : INFO : Epoch 1611 | loss: 0.0311332 | val_loss: 0.0311531 | Time: 5262.31 ms
[2021-05-11 22:49:00 main:574] : INFO : Epoch 1612 | loss: 0.0311339 | val_loss: 0.0311548 | Time: 4785.46 ms
[2021-05-11 22:49:05 main:574] : INFO : Epoch 1613 | loss: 0.0311313 | val_loss: 0.0311576 | Time: 4766 ms
[2021-05-11 22:49:10 main:574] : INFO : Epoch 1614 | loss: 0.0311325 | val_loss: 0.0311532 | Time: 4876.13 ms
[2021-05-11 22:49:15 main:574] : INFO : Epoch 1615 | loss: 0.0311303 | val_loss: 0.0311547 | Time: 4873.31 ms
[2021-05-11 22:49:20 main:574] : INFO : Epoch 1616 | loss: 0.0311276 | val_loss: 0.0311582 | Time: 4839.11 ms
[2021-05-11 22:49:25 main:574] : INFO : Epoch 1617 | loss: 0.0311289 | val_loss: 0.0311546 | Time: 4758.34 ms
[2021-05-11 22:49:29 main:574] : INFO : Epoch 1618 | loss: 0.0311285 | val_loss: 0.0311596 | Time: 4779.11 ms
[2021-05-11 22:49:34 main:574] : INFO : Epoch 1619 | loss: 0.0311272 | val_loss: 0.0311561 | Time: 4780.5 ms
[2021-05-11 22:49:39 main:574] : INFO : Epoch 1620 | loss: 0.0311253 | val_loss: 0.03116 | Time: 4864.37 ms
[2021-05-11 22:49:44 main:574] : INFO : Epoch 1621 | loss: 0.031125 | val_loss: 0.0311557 | Time: 4938.41 ms
[2021-05-11 22:49:49 main:574] : INFO : Epoch 1622 | loss: 0.0311236 | val_loss: 0.0311649 | Time: 4842.76 ms
[2021-05-11 22:49:54 main:574] : INFO : Epoch 1623 | loss: 0.0311222 | val_loss: 0.0311603 | Time: 4623.34 ms
[2021-05-11 22:49:59 main:574] : INFO : Epoch 1624 | loss: 0.0311213 | val_loss: 0.0311652 | Time: 4766.42 ms
[2021-05-11 22:50:03 main:574] : INFO : Epoch 1625 | loss: 0.0311211 | val_loss: 0.0311565 | Time: 4663.84 ms
[2021-05-11 22:50:08 main:574] : INFO : Epoch 1626 | loss: 0.0311223 | val_loss: 0.0311572 | Time: 4726.2 ms
[2021-05-11 22:50:13 main:574] : INFO : Epoch 1627 | loss: 0.0311209 | val_loss: 0.0311602 | Time: 4814.76 ms
[2021-05-11 22:50:18 main:574] : INFO : Epoch 1628 | loss: 0.0311212 | val_loss: 0.0311624 | Time: 4780.7 ms
[2021-05-11 22:50:23 main:574] : INFO : Epoch 1629 | loss: 0.0311242 | val_loss: 0.0311589 | Time: 4694.68 ms
[2021-05-11 22:50:27 main:574] : INFO : Epoch 1630 | loss: 0.0311205 | val_loss: 0.0311647 | Time: 4762.8 ms
[2021-05-11 22:50:32 main:574] : INFO : Epoch 1631 | loss: 0.0311215 | val_loss: 0.031156 | Time: 4980.89 ms
[2021-05-11 22:50:37 main:574] : INFO : Epoch 1632 | loss: 0.031122 | val_loss: 0.0311616 | Time: 4920.68 ms
[2021-05-11 22:50:42 main:574] : INFO : Epoch 1633 | loss: 0.031144 | val_loss: 0.0312373 | Time: 4808.98 ms
[2021-05-11 22:50:47 main:574] : INFO : Epoch 1634 | loss: 0.0357142 | val_loss: 0.0375989 | Time: 4830.94 ms
[2021-05-11 22:50:52 main:574] : INFO : Epoch 1635 | loss: 0.0341612 | val_loss: 0.0316363 | Time: 4751.27 ms
[2021-05-11 22:50:57 main:574] : INFO : Epoch 1636 | loss: 0.0314787 | val_loss: 0.0312818 | Time: 4662.61 ms
[2021-05-11 22:51:02 main:574] : INFO : Epoch 1637 | loss: 0.0312569 | val_loss: 0.0312178 | Time: 4853.78 ms
[2021-05-11 22:51:06 main:574] : INFO : Epoch 1638 | loss: 0.0312071 | val_loss: 0.0311944 | Time: 4716.38 ms
[2021-05-11 22:51:11 main:574] : INFO : Epoch 1639 | loss: 0.0311916 | val_loss: 0.0311851 | Time: 4811.36 ms
[2021-05-11 22:51:16 main:574] : INFO : Epoch 1640 | loss: 0.0311831 | val_loss: 0.0311777 | Time: 4913.87 ms
[2021-05-11 22:51:21 main:574] : INFO : Epoch 1641 | loss: 0.0311739 | val_loss: 0.0311706 | Time: 4766.62 ms
[2021-05-11 22:51:26 main:574] : INFO : Epoch 1642 | loss: 0.0311678 | val_loss: 0.0311676 | Time: 4806.1 ms
[2021-05-11 22:51:31 main:574] : INFO : Epoch 1643 | loss: 0.031165 | val_loss: 0.0311667 | Time: 4773.76 ms
[2021-05-11 22:51:35 main:574] : INFO : Epoch 1644 | loss: 0.0311631 | val_loss: 0.0311649 | Time: 4805.95 ms
[2021-05-11 22:51:40 main:574] : INFO : Epoch 1645 | loss: 0.0311612 | val_loss: 0.0311648 | Time: 4703.01 ms
[2021-05-11 22:51:45 main:574] : INFO : Epoch 1646 | loss: 0.0311596 | val_loss: 0.0311651 | Time: 4568.54 ms
[2021-05-11 22:51:50 main:574] : INFO : Epoch 1647 | loss: 0.0311578 | val_loss: 0.0311637 | Time: 4705.9 ms
[2021-05-11 22:51:55 main:574] : INFO : Epoch 1648 | loss: 0.0311565 | val_loss: 0.0311668 | Time: 4839.63 ms
[2021-05-11 22:51:59 main:574] : INFO : Epoch 1649 | loss: 0.0311548 | val_loss: 0.0311618 | Time: 4900.82 ms
[2021-05-11 22:52:04 main:574] : INFO : Epoch 1650 | loss: 0.0311521 | val_loss: 0.0311587 | Time: 4654.29 ms
[2021-05-11 22:52:09 main:574] : INFO : Epoch 1651 | loss: 0.0311483 | val_loss: 0.0311581 | Time: 4785.49 ms
[2021-05-11 22:52:14 main:574] : INFO : Epoch 1652 | loss: 0.0311467 | val_loss: 0.0311658 | Time: 4879.09 ms
[2021-05-11 22:52:19 main:574] : INFO : Epoch 1653 | loss: 0.0311527 | val_loss: 0.0311582 | Time: 4830.89 ms
[2021-05-11 22:52:24 main:574] : INFO : Epoch 1654 | loss: 0.0311453 | val_loss: 0.0311571 | Time: 4790.92 ms
[2021-05-11 22:52:29 main:574] : INFO : Epoch 1655 | loss: 0.0311416 | val_loss: 0.0311569 | Time: 4997.24 ms
[2021-05-11 22:52:34 main:574] : INFO : Epoch 1656 | loss: 0.0311402 | val_loss: 0.0311561 | Time: 5024.84 ms
[2021-05-11 22:52:39 main:574] : INFO : Epoch 1657 | loss: 0.0311398 | val_loss: 0.0311555 | Time: 4839.48 ms
[2021-05-11 22:52:44 main:574] : INFO : Epoch 1658 | loss: 0.0311377 | val_loss: 0.0311551 | Time: 4757.92 ms
[2021-05-11 22:52:49 main:574] : INFO : Epoch 1659 | loss: 0.0311356 | val_loss: 0.0311523 | Time: 4722.48 ms
[2021-05-11 22:52:53 main:574] : INFO : Epoch 1660 | loss: 0.0311345 | val_loss: 0.0311545 | Time: 4801.52 ms
[2021-05-11 22:52:58 main:574] : INFO : Epoch 1661 | loss: 0.031134 | val_loss: 0.0311559 | Time: 4814.6 ms
[2021-05-11 22:53:03 main:574] : INFO : Epoch 1662 | loss: 0.0311334 | val_loss: 0.0311548 | Time: 4762.84 ms
[2021-05-11 22:53:08 main:574] : INFO : Epoch 1663 | loss: 0.0311339 | val_loss: 0.0311538 | Time: 4818.75 ms
[2021-05-11 22:53:13 main:574] : INFO : Epoch 1664 | loss: 0.0311335 | val_loss: 0.0311566 | Time: 4950.75 ms
[2021-05-11 22:53:18 main:574] : INFO : Epoch 1665 | loss: 0.0311332 | val_loss: 0.0311547 | Time: 4758.06 ms
[2021-05-11 22:53:23 main:574] : INFO : Epoch 1666 | loss: 0.0311318 | val_loss: 0.0311543 | Time: 4964.93 ms
[2021-05-11 22:53:28 main:574] : INFO : Epoch 1667 | loss: 0.031131 | val_loss: 0.0311549 | Time: 4854.87 ms
[2021-05-11 22:53:33 main:574] : INFO : Epoch 1668 | loss: 0.0311313 | val_loss: 0.0311588 | Time: 4804.92 ms
[2021-05-11 22:53:37 main:574] : INFO : Epoch 1669 | loss: 0.03113 | val_loss: 0.0311545 | Time: 4762.18 ms
[2021-05-11 22:53:42 main:574] : INFO : Epoch 1670 | loss: 0.0311305 | val_loss: 0.0311584 | Time: 4777.83 ms
[2021-05-11 22:53:47 main:574] : INFO : Epoch 1671 | loss: 0.0311315 | val_loss: 0.031154 | Time: 4774.75 ms
[2021-05-11 22:53:52 main:574] : INFO : Epoch 1672 | loss: 0.0311324 | val_loss: 0.0311541 | Time: 4875.99 ms
[2021-05-11 22:53:57 main:574] : INFO : Epoch 1673 | loss: 0.0311287 | val_loss: 0.0311548 | Time: 4985.14 ms
[2021-05-11 22:54:02 main:574] : INFO : Epoch 1674 | loss: 0.0311293 | val_loss: 0.0311578 | Time: 4682.97 ms
[2021-05-11 22:54:07 main:574] : INFO : Epoch 1675 | loss: 0.0311286 | val_loss: 0.0311523 | Time: 4776.08 ms
[2021-05-11 22:54:11 main:574] : INFO : Epoch 1676 | loss: 0.0311277 | val_loss: 0.0311569 | Time: 4657.75 ms
[2021-05-11 22:54:16 main:574] : INFO : Epoch 1677 | loss: 0.031127 | val_loss: 0.0311564 | Time: 4733.75 ms
[2021-05-11 22:54:21 main:574] : INFO : Epoch 1678 | loss: 0.0311262 | val_loss: 0.0311549 | Time: 4869.33 ms
[2021-05-11 22:54:26 main:574] : INFO : Epoch 1679 | loss: 0.0311265 | val_loss: 0.0311568 | Time: 4874.89 ms
[2021-05-11 22:54:31 main:574] : INFO : Epoch 1680 | loss: 0.0311274 | val_loss: 0.0311577 | Time: 4848.81 ms
[2021-05-11 22:54:36 main:574] : INFO : Epoch 1681 | loss: 0.0311272 | val_loss: 0.0311576 | Time: 4948.26 ms
[2021-05-11 22:54:41 main:574] : INFO : Epoch 1682 | loss: 0.0311273 | val_loss: 0.0311562 | Time: 4820.13 ms
[2021-05-11 22:54:46 main:574] : INFO : Epoch 1683 | loss: 0.0311257 | val_loss: 0.0311585 | Time: 4850.38 ms
[2021-05-11 22:54:51 main:574] : INFO : Epoch 1684 | loss: 0.0311263 | val_loss: 0.0311622 | Time: 4844.52 ms
[2021-05-11 22:54:55 main:574] : INFO : Epoch 1685 | loss: 0.0311271 | val_loss: 0.0311556 | Time: 4925.13 ms
[2021-05-11 22:55:00 main:574] : INFO : Epoch 1686 | loss: 0.0311262 | val_loss: 0.0311546 | Time: 4738.42 ms
[2021-05-11 22:55:05 main:574] : INFO : Epoch 1687 | loss: 0.0311273 | val_loss: 0.0311569 | Time: 4795.62 ms
[2021-05-11 22:55:10 main:574] : INFO : Epoch 1688 | loss: 0.0311268 | val_loss: 0.0311532 | Time: 4870.18 ms
[2021-05-11 22:55:15 main:574] : INFO : Epoch 1689 | loss: 0.0311266 | val_loss: 0.0311522 | Time: 4818.14 ms
[2021-05-11 22:55:20 main:574] : INFO : Epoch 1690 | loss: 0.0311256 | val_loss: 0.0311526 | Time: 4823.88 ms
[2021-05-11 22:55:25 main:574] : INFO : Epoch 1691 | loss: 0.0311251 | val_loss: 0.0311569 | Time: 4821.69 ms
[2021-05-11 22:55:30 main:574] : INFO : Epoch 1692 | loss: 0.0311246 | val_loss: 0.0311561 | Time: 4846.32 ms
[2021-05-11 22:55:34 main:574] : INFO : Epoch 1693 | loss: 0.0311236 | val_loss: 0.0311542 | Time: 4710.65 ms
[2021-05-11 22:55:39 main:574] : INFO : Epoch 1694 | loss: 0.0311254 | val_loss: 0.0311532 | Time: 4607.21 ms
[2021-05-11 22:55:44 main:574] : INFO : Epoch 1695 | loss: 0.0311258 | val_loss: 0.0311514 | Time: 4863.66 ms
[2021-05-11 22:55:49 main:574] : INFO : Epoch 1696 | loss: 0.0311242 | val_loss: 0.0311539 | Time: 4728.11 ms
[2021-05-11 22:55:54 main:574] : INFO : Epoch 1697 | loss: 0.0311239 | val_loss: 0.0311505 | Time: 5214.91 ms
[2021-05-11 22:55:59 main:574] : INFO : Epoch 1698 | loss: 0.0311236 | val_loss: 0.0311519 | Time: 5247.52 ms
[2021-05-11 22:56:04 main:574] : INFO : Epoch 1699 | loss: 0.0311239 | val_loss: 0.0311542 | Time: 5077.72 ms
[2021-05-11 22:56:09 main:574] : INFO : Epoch 1700 | loss: 0.0311225 | val_loss: 0.0311554 | Time: 4909.3 ms
[2021-05-11 22:56:14 main:574] : INFO : Epoch 1701 | loss: 0.0311225 | val_loss: 0.0311546 | Time: 4886.37 ms
[2021-05-11 22:56:19 main:574] : INFO : Epoch 1702 | loss: 0.0311225 | val_loss: 0.0311566 | Time: 4719.49 ms
[2021-05-11 22:56:24 main:574] : INFO : Epoch 1703 | loss: 0.0311226 | val_loss: 0.0311603 | Time: 4886.51 ms
[2021-05-11 22:56:29 main:574] : INFO : Epoch 1704 | loss: 0.0311235 | val_loss: 0.0311577 | Time: 4799.85 ms
[2021-05-11 22:56:34 main:574] : INFO : Epoch 1705 | loss: 0.0311227 | val_loss: 0.0311558 | Time: 4681.21 ms
[2021-05-11 22:56:38 main:574] : INFO : Epoch 1706 | loss: 0.0311229 | val_loss: 0.0311575 | Time: 4814.2 ms
[2021-05-11 22:56:43 main:574] : INFO : Epoch 1707 | loss: 0.0311243 | val_loss: 0.0311531 | Time: 4791.96 ms
[2021-05-11 22:56:48 main:574] : INFO : Epoch 1708 | loss: 0.0311237 | val_loss: 0.0311548 | Time: 4810.76 ms
[2021-05-11 22:56:53 main:574] : INFO : Epoch 1709 | loss: 0.0311267 | val_loss: 0.0311574 | Time: 4709.58 ms
[2021-05-11 22:56:58 main:574] : INFO : Epoch 1710 | loss: 0.0311249 | val_loss: 0.0311549 | Time: 4889.63 ms
[2021-05-11 22:57:03 main:574] : INFO : Epoch 1711 | loss: 0.0311224 | val_loss: 0.0311536 | Time: 4924.56 ms
[2021-05-11 22:57:08 main:574] : INFO : Epoch 1712 | loss: 0.0311221 | val_loss: 0.0311492 | Time: 4738.65 ms
[2021-05-11 22:57:12 main:574] : INFO : Epoch 1713 | loss: 0.0311249 | val_loss: 0.0311559 | Time: 4839.76 ms
[2021-05-11 22:57:17 main:574] : INFO : Epoch 1714 | loss: 0.0311234 | val_loss: 0.0311513 | Time: 4798.53 ms
[2021-05-11 22:57:22 main:574] : INFO : Epoch 1715 | loss: 0.0311262 | val_loss: 0.0311553 | Time: 4753.49 ms
[2021-05-11 22:57:27 main:574] : INFO : Epoch 1716 | loss: 0.0311265 | val_loss: 0.0311539 | Time: 4691.31 ms
[2021-05-11 22:57:32 main:574] : INFO : Epoch 1717 | loss: 0.0311271 | val_loss: 0.0311534 | Time: 4989.77 ms
[2021-05-11 22:57:37 main:574] : INFO : Epoch 1718 | loss: 0.031127 | val_loss: 0.0311537 | Time: 4829.94 ms
[2021-05-11 22:57:42 main:574] : INFO : Epoch 1719 | loss: 0.0311245 | val_loss: 0.0311564 | Time: 4847.38 ms
[2021-05-11 22:57:47 main:574] : INFO : Epoch 1720 | loss: 0.0311236 | val_loss: 0.0311555 | Time: 4873.53 ms
[2021-05-11 22:57:51 main:574] : INFO : Epoch 1721 | loss: 0.0311224 | val_loss: 0.0311538 | Time: 4683.46 ms
[2021-05-11 22:57:56 main:574] : INFO : Epoch 1722 | loss: 0.0311222 | val_loss: 0.0311555 | Time: 4738.7 ms
[2021-05-11 22:58:01 main:574] : INFO : Epoch 1723 | loss: 0.0311243 | val_loss: 0.0311571 | Time: 4731.07 ms
[2021-05-11 22:58:06 main:574] : INFO : Epoch 1724 | loss: 0.031125 | val_loss: 0.0311591 | Time: 4776.5 ms
[2021-05-11 22:58:10 main:574] : INFO : Epoch 1725 | loss: 0.0311235 | val_loss: 0.0311505 | Time: 4741.2 ms
[2021-05-11 22:58:15 main:574] : INFO : Epoch 1726 | loss: 0.0311239 | val_loss: 0.0311509 | Time: 4822.96 ms
[2021-05-11 22:58:20 main:574] : INFO : Epoch 1727 | loss: 0.0311243 | val_loss: 0.0311515 | Time: 4873.75 ms
[2021-05-11 22:58:25 main:574] : INFO : Epoch 1728 | loss: 0.0311241 | val_loss: 0.0311535 | Time: 4700.73 ms
[2021-05-11 22:58:30 main:574] : INFO : Epoch 1729 | loss: 0.0311271 | val_loss: 0.0311545 | Time: 4806.43 ms
[2021-05-11 22:58:35 main:574] : INFO : Epoch 1730 | loss: 0.0311267 | val_loss: 0.0311567 | Time: 5001.61 ms
[2021-05-11 22:58:40 main:574] : INFO : Epoch 1731 | loss: 0.031128 | val_loss: 0.0311576 | Time: 4735.21 ms
[2021-05-11 22:58:45 main:574] : INFO : Epoch 1732 | loss: 0.0311268 | val_loss: 0.0311599 | Time: 4879.22 ms
[2021-05-11 22:58:50 main:574] : INFO : Epoch 1733 | loss: 0.031125 | val_loss: 0.031154 | Time: 4963.52 ms
[2021-05-11 22:58:55 main:574] : INFO : Epoch 1734 | loss: 0.0311238 | val_loss: 0.0311548 | Time: 4847.29 ms
[2021-05-11 22:58:59 main:574] : INFO : Epoch 1735 | loss: 0.0311245 | val_loss: 0.0311597 | Time: 4879.82 ms
[2021-05-11 22:59:04 main:574] : INFO : Epoch 1736 | loss: 0.0311242 | val_loss: 0.0311611 | Time: 4989.48 ms
[2021-05-11 22:59:09 main:574] : INFO : Epoch 1737 | loss: 0.031124 | val_loss: 0.0311539 | Time: 4863.39 ms
[2021-05-11 22:59:14 main:574] : INFO : Epoch 1738 | loss: 0.0311225 | val_loss: 0.0311554 | Time: 4872.19 ms
[2021-05-11 22:59:19 main:574] : INFO : Epoch 1739 | loss: 0.031135 | val_loss: 0.0311588 | Time: 4765.24 ms
[2021-05-11 22:59:24 main:574] : INFO : Epoch 1740 | loss: 0.0311339 | val_loss: 0.0311539 | Time: 4884.55 ms
[2021-05-11 22:59:29 main:574] : INFO : Epoch 1741 | loss: 0.0311288 | val_loss: 0.0311542 | Time: 4963.33 ms
[2021-05-11 22:59:34 main:574] : INFO : Epoch 1742 | loss: 0.0311271 | val_loss: 0.0311564 | Time: 4801.49 ms
[2021-05-11 22:59:39 main:574] : INFO : Epoch 1743 | loss: 0.0311271 | val_loss: 0.0311545 | Time: 4905.39 ms
[2021-05-11 22:59:44 main:574] : INFO : Epoch 1744 | loss: 0.0311276 | val_loss: 0.0311538 | Time: 4743.92 ms
[2021-05-11 22:59:48 main:574] : INFO : Epoch 1745 | loss: 0.031126 | val_loss: 0.0311542 | Time: 4651.24 ms
[2021-05-11 22:59:53 main:574] : INFO : Epoch 1746 | loss: 0.0311268 | val_loss: 0.0311505 | Time: 4902.89 ms
[2021-05-11 22:59:58 main:574] : INFO : Epoch 1747 | loss: 0.0311248 | val_loss: 0.0311522 | Time: 4857.34 ms
[2021-05-11 23:00:03 main:574] : INFO : Epoch 1748 | loss: 0.0311233 | val_loss: 0.0311528 | Time: 4785.16 ms
[2021-05-11 23:00:08 main:574] : INFO : Epoch 1749 | loss: 0.0311228 | val_loss: 0.0311578 | Time: 4662.62 ms
[2021-05-11 23:00:13 main:574] : INFO : Epoch 1750 | loss: 0.0311227 | val_loss: 0.0311502 | Time: 4879.29 ms
[2021-05-11 23:00:18 main:574] : INFO : Epoch 1751 | loss: 0.0311218 | val_loss: 0.0311568 | Time: 4964.25 ms
[2021-05-11 23:00:23 main:574] : INFO : Epoch 1752 | loss: 0.0311207 | val_loss: 0.0311558 | Time: 4906.47 ms
[2021-05-11 23:00:28 main:574] : INFO : Epoch 1753 | loss: 0.0311217 | val_loss: 0.0311579 | Time: 4864.89 ms
[2021-05-11 23:00:33 main:574] : INFO : Epoch 1754 | loss: 0.0311224 | val_loss: 0.0311521 | Time: 4738.83 ms
[2021-05-11 23:00:37 main:574] : INFO : Epoch 1755 | loss: 0.0311232 | val_loss: 0.0311488 | Time: 4905.84 ms
[2021-05-11 23:00:42 main:574] : INFO : Epoch 1756 | loss: 0.0311259 | val_loss: 0.0311488 | Time: 4786.52 ms
[2021-05-11 23:00:47 main:574] : INFO : Epoch 1757 | loss: 0.0311226 | val_loss: 0.031153 | Time: 4793.24 ms
[2021-05-11 23:00:52 main:574] : INFO : Epoch 1758 | loss: 0.0311218 | val_loss: 0.0311536 | Time: 4784.02 ms
[2021-05-11 23:00:57 main:574] : INFO : Epoch 1759 | loss: 0.0311212 | val_loss: 0.031154 | Time: 5014.49 ms
[2021-05-11 23:01:02 main:574] : INFO : Epoch 1760 | loss: 0.0311212 | val_loss: 0.0311526 | Time: 4928.26 ms
[2021-05-11 23:01:07 main:574] : INFO : Epoch 1761 | loss: 0.0311204 | val_loss: 0.0311537 | Time: 4795.26 ms
[2021-05-11 23:01:12 main:574] : INFO : Epoch 1762 | loss: 0.0311203 | val_loss: 0.0311528 | Time: 4900.73 ms
[2021-05-11 23:01:17 main:574] : INFO : Epoch 1763 | loss: 0.031119 | val_loss: 0.0311519 | Time: 4871.23 ms
[2021-05-11 23:01:22 main:574] : INFO : Epoch 1764 | loss: 0.03112 | val_loss: 0.0311525 | Time: 4907.55 ms
[2021-05-11 23:01:27 main:574] : INFO : Epoch 1765 | loss: 0.0311237 | val_loss: 0.0311515 | Time: 4872.63 ms
[2021-05-11 23:01:32 main:574] : INFO : Epoch 1766 | loss: 0.031125 | val_loss: 0.031157 | Time: 4978.36 ms
[2021-05-11 23:01:37 main:574] : INFO : Epoch 1767 | loss: 0.0311269 | val_loss: 0.0311537 | Time: 5002.06 ms
[2021-05-11 23:01:42 main:574] : INFO : Epoch 1768 | loss: 0.0311232 | val_loss: 0.0311513 | Time: 4816.12 ms
[2021-05-11 23:01:47 main:574] : INFO : Epoch 1769 | loss: 0.0311234 | val_loss: 0.0311494 | Time: 4880.29 ms
[2021-05-11 23:01:52 main:574] : INFO : Epoch 1770 | loss: 0.0311216 | val_loss: 0.0311513 | Time: 4860.3 ms
[2021-05-11 23:01:57 main:574] : INFO : Epoch 1771 | loss: 0.0311207 | val_loss: 0.0311493 | Time: 4855.21 ms
[2021-05-11 23:02:02 main:574] : INFO : Epoch 1772 | loss: 0.0311206 | val_loss: 0.0311508 | Time: 4760.55 ms
[2021-05-11 23:02:07 main:574] : INFO : Epoch 1773 | loss: 0.0311189 | val_loss: 0.0311535 | Time: 4872.41 ms
[2021-05-11 23:02:11 main:574] : INFO : Epoch 1774 | loss: 0.0311187 | val_loss: 0.031158 | Time: 4765.43 ms
[2021-05-11 23:02:16 main:574] : INFO : Epoch 1775 | loss: 0.0311196 | val_loss: 0.0311582 | Time: 4819.59 ms
[2021-05-11 23:02:21 main:574] : INFO : Epoch 1776 | loss: 0.03112 | val_loss: 0.0311547 | Time: 4811.06 ms
[2021-05-11 23:02:26 main:574] : INFO : Epoch 1777 | loss: 0.0311193 | val_loss: 0.0311486 | Time: 5035.39 ms
[2021-05-11 23:02:31 main:574] : INFO : Epoch 1778 | loss: 0.0311237 | val_loss: 0.0311517 | Time: 4816.37 ms
[2021-05-11 23:02:36 main:574] : INFO : Epoch 1779 | loss: 0.0311268 | val_loss: 0.0311552 | Time: 4786.39 ms
[2021-05-11 23:02:41 main:574] : INFO : Epoch 1780 | loss: 0.031124 | val_loss: 0.0311561 | Time: 4654.09 ms
[2021-05-11 23:02:45 main:574] : INFO : Epoch 1781 | loss: 0.0311239 | val_loss: 0.0311538 | Time: 4697.86 ms
[2021-05-11 23:02:50 main:574] : INFO : Epoch 1782 | loss: 0.0311248 | val_loss: 0.0311565 | Time: 4662.89 ms
[2021-05-11 23:02:55 main:574] : INFO : Epoch 1783 | loss: 0.0311236 | val_loss: 0.0311544 | Time: 4858.74 ms
[2021-05-11 23:03:00 main:574] : INFO : Epoch 1784 | loss: 0.0311214 | val_loss: 0.0311564 | Time: 4910.86 ms
[2021-05-11 23:03:05 main:574] : INFO : Epoch 1785 | loss: 0.0311194 | val_loss: 0.0311487 | Time: 4806 ms
[2021-05-11 23:03:10 main:574] : INFO : Epoch 1786 | loss: 0.0311213 | val_loss: 0.0311503 | Time: 4777.49 ms
[2021-05-11 23:03:15 main:574] : INFO : Epoch 1787 | loss: 0.0311202 | val_loss: 0.0311502 | Time: 4708.09 ms
[2021-05-11 23:03:19 main:574] : INFO : Epoch 1788 | loss: 0.0311211 | val_loss: 0.0311503 | Time: 4822.32 ms
[2021-05-11 23:03:24 main:574] : INFO : Epoch 1789 | loss: 0.0311206 | val_loss: 0.0311482 | Time: 4677 ms
[2021-05-11 23:03:29 main:574] : INFO : Epoch 1790 | loss: 0.0311203 | val_loss: 0.0311525 | Time: 4680.33 ms
[2021-05-11 23:03:34 main:574] : INFO : Epoch 1791 | loss: 0.0311207 | val_loss: 0.0311587 | Time: 4803.42 ms
[2021-05-11 23:03:39 main:574] : INFO : Epoch 1792 | loss: 0.0311207 | val_loss: 0.0311543 | Time: 4738.15 ms
[2021-05-11 23:03:44 main:574] : INFO : Epoch 1793 | loss: 0.0311198 | val_loss: 0.0311556 | Time: 4825.79 ms
[2021-05-11 23:03:48 main:574] : INFO : Epoch 1794 | loss: 0.0311225 | val_loss: 0.0311475 | Time: 4698.14 ms
[2021-05-11 23:03:53 main:574] : INFO : Epoch 1795 | loss: 0.0311257 | val_loss: 0.0311494 | Time: 4734.12 ms
[2021-05-11 23:03:58 main:574] : INFO : Epoch 1796 | loss: 0.0311232 | val_loss: 0.031147 | Time: 4704.6 ms
[2021-05-11 23:04:03 main:574] : INFO : Epoch 1797 | loss: 0.031123 | val_loss: 0.0311534 | Time: 4747.65 ms
[2021-05-11 23:04:08 main:574] : INFO : Epoch 1798 | loss: 0.0311203 | val_loss: 0.0311507 | Time: 4846.26 ms
[2021-05-11 23:04:12 main:574] : INFO : Epoch 1799 | loss: 0.03112 | val_loss: 0.0311517 | Time: 4848.61 ms
[2021-05-11 23:04:17 main:574] : INFO : Epoch 1800 | loss: 0.0311198 | val_loss: 0.0311596 | Time: 4901.74 ms
[2021-05-11 23:04:22 main:574] : INFO : Epoch 1801 | loss: 0.0311193 | val_loss: 0.0311552 | Time: 5034.19 ms
[2021-05-11 23:04:27 main:574] : INFO : Epoch 1802 | loss: 0.0311178 | val_loss: 0.0311527 | Time: 4986.59 ms
[2021-05-11 23:04:32 main:574] : INFO : Epoch 1803 | loss: 0.0311156 | val_loss: 0.0311558 | Time: 4898.31 ms
[2021-05-11 23:04:37 main:574] : INFO : Epoch 1804 | loss: 0.0311156 | val_loss: 0.0311546 | Time: 4764.73 ms
[2021-05-11 23:04:42 main:574] : INFO : Epoch 1805 | loss: 0.0311155 | val_loss: 0.0311515 | Time: 4779.65 ms
[2021-05-11 23:04:47 main:574] : INFO : Epoch 1806 | loss: 0.0311161 | val_loss: 0.0311501 | Time: 4858.68 ms
[2021-05-11 23:04:52 main:574] : INFO : Epoch 1807 | loss: 0.031117 | val_loss: 0.0311546 | Time: 4841.1 ms
[2021-05-11 23:04:57 main:574] : INFO : Epoch 1808 | loss: 0.0311186 | val_loss: 0.031159 | Time: 4597.96 ms
[2021-05-11 23:05:01 main:574] : INFO : Epoch 1809 | loss: 0.031118 | val_loss: 0.0311649 | Time: 4736.79 ms
[2021-05-11 23:05:06 main:574] : INFO : Epoch 1810 | loss: 0.0311173 | val_loss: 0.0311555 | Time: 4830.26 ms
[2021-05-11 23:05:11 main:574] : INFO : Epoch 1811 | loss: 0.031116 | val_loss: 0.0311582 | Time: 4764 ms
[2021-05-11 23:05:16 main:574] : INFO : Epoch 1812 | loss: 0.0311217 | val_loss: 0.0311548 | Time: 4707.27 ms
[2021-05-11 23:05:21 main:574] : INFO : Epoch 1813 | loss: 0.0311221 | val_loss: 0.0311529 | Time: 4759.64 ms
[2021-05-11 23:05:26 main:574] : INFO : Epoch 1814 | loss: 0.0311217 | val_loss: 0.0311519 | Time: 4829.11 ms
[2021-05-11 23:05:30 main:574] : INFO : Epoch 1815 | loss: 0.0311235 | val_loss: 0.0311564 | Time: 4892.68 ms
[2021-05-11 23:05:35 main:574] : INFO : Epoch 1816 | loss: 0.0311209 | val_loss: 0.0311607 | Time: 4764.45 ms
[2021-05-11 23:05:40 main:574] : INFO : Epoch 1817 | loss: 0.0311218 | val_loss: 0.0311576 | Time: 4796.35 ms
[2021-05-11 23:05:45 main:574] : INFO : Epoch 1818 | loss: 0.0311197 | val_loss: 0.0311583 | Time: 4883.63 ms
[2021-05-11 23:05:50 main:574] : INFO : Epoch 1819 | loss: 0.0311196 | val_loss: 0.0311584 | Time: 4774.3 ms
[2021-05-11 23:05:55 main:574] : INFO : Epoch 1820 | loss: 0.0311189 | val_loss: 0.0311555 | Time: 4759.41 ms
[2021-05-11 23:06:00 main:574] : INFO : Epoch 1821 | loss: 0.031119 | val_loss: 0.0311567 | Time: 5039.44 ms
[2021-05-11 23:06:05 main:574] : INFO : Epoch 1822 | loss: 0.0311175 | val_loss: 0.0311512 | Time: 4934.48 ms
[2021-05-11 23:06:10 main:574] : INFO : Epoch 1823 | loss: 0.0311172 | val_loss: 0.0311543 | Time: 4731.19 ms
[2021-05-11 23:06:15 main:574] : INFO : Epoch 1824 | loss: 0.031119 | val_loss: 0.0311592 | Time: 4925.46 ms
[2021-05-11 23:06:19 main:574] : INFO : Epoch 1825 | loss: 0.0311177 | val_loss: 0.0311528 | Time: 4826.37 ms
[2021-05-11 23:06:24 main:574] : INFO : Epoch 1826 | loss: 0.031118 | val_loss: 0.0311569 | Time: 4987.06 ms
[2021-05-11 23:06:29 main:574] : INFO : Epoch 1827 | loss: 0.0311159 | val_loss: 0.0311556 | Time: 4953.31 ms
[2021-05-11 23:06:34 main:574] : INFO : Epoch 1828 | loss: 0.0311183 | val_loss: 0.0311597 | Time: 4687.08 ms
[2021-05-11 23:06:39 main:574] : INFO : Epoch 1829 | loss: 0.0311239 | val_loss: 0.0311515 | Time: 4807.45 ms
[2021-05-11 23:06:44 main:574] : INFO : Epoch 1830 | loss: 0.031123 | val_loss: 0.0311512 | Time: 5002.64 ms
[2021-05-11 23:06:49 main:574] : INFO : Epoch 1831 | loss: 0.0311206 | val_loss: 0.0311546 | Time: 4917.85 ms
[2021-05-11 23:06:54 main:574] : INFO : Epoch 1832 | loss: 0.0311182 | val_loss: 0.03115 | Time: 4766.67 ms
[2021-05-11 23:06:59 main:574] : INFO : Epoch 1833 | loss: 0.0311191 | val_loss: 0.0311505 | Time: 4861.22 ms
[2021-05-11 23:07:04 main:574] : INFO : Epoch 1834 | loss: 0.0311162 | val_loss: 0.0311559 | Time: 4732.35 ms
[2021-05-11 23:07:09 main:574] : INFO : Epoch 1835 | loss: 0.0311264 | val_loss: 0.0311519 | Time: 4740.41 ms
[2021-05-11 23:07:13 main:574] : INFO : Epoch 1836 | loss: 0.0311304 | val_loss: 0.0311534 | Time: 4720.77 ms
[2021-05-11 23:07:18 main:574] : INFO : Epoch 1837 | loss: 0.0311254 | val_loss: 0.031153 | Time: 4813.03 ms
[2021-05-11 23:07:23 main:574] : INFO : Epoch 1838 | loss: 0.0311292 | val_loss: 0.0311511 | Time: 4973.53 ms
[2021-05-11 23:07:28 main:574] : INFO : Epoch 1839 | loss: 0.0311268 | val_loss: 0.0311514 | Time: 4941 ms
[2021-05-11 23:07:33 main:574] : INFO : Epoch 1840 | loss: 0.0311239 | val_loss: 0.0311522 | Time: 4735.03 ms
[2021-05-11 23:07:38 main:574] : INFO : Epoch 1841 | loss: 0.0311214 | val_loss: 0.0311556 | Time: 4792.4 ms
[2021-05-11 23:07:43 main:574] : INFO : Epoch 1842 | loss: 0.0311221 | val_loss: 0.0311547 | Time: 4903.32 ms
[2021-05-11 23:07:48 main:574] : INFO : Epoch 1843 | loss: 0.0311192 | val_loss: 0.0311527 | Time: 4849.88 ms
[2021-05-11 23:07:53 main:574] : INFO : Epoch 1844 | loss: 0.0311201 | val_loss: 0.0311518 | Time: 4973.18 ms
[2021-05-11 23:07:58 main:574] : INFO : Epoch 1845 | loss: 0.03112 | val_loss: 0.0311557 | Time: 4899.44 ms
[2021-05-11 23:08:02 main:574] : INFO : Epoch 1846 | loss: 0.031123 | val_loss: 0.0311531 | Time: 4762.62 ms
[2021-05-11 23:08:07 main:574] : INFO : Epoch 1847 | loss: 0.0311182 | val_loss: 0.0311558 | Time: 4751.47 ms
[2021-05-11 23:08:12 main:574] : INFO : Epoch 1848 | loss: 0.0311183 | val_loss: 0.0311546 | Time: 4826.32 ms
[2021-05-11 23:08:17 main:574] : INFO : Epoch 1849 | loss: 0.0311173 | val_loss: 0.0311547 | Time: 4844.17 ms
[2021-05-11 23:08:22 main:574] : INFO : Epoch 1850 | loss: 0.0311163 | val_loss: 0.031155 | Time: 4850.12 ms
[2021-05-11 23:08:27 main:574] : INFO : Epoch 1851 | loss: 0.0311161 | val_loss: 0.0311547 | Time: 4771.39 ms
[2021-05-11 23:08:32 main:574] : INFO : Epoch 1852 | loss: 0.0311154 | val_loss: 0.0311553 | Time: 4903.01 ms
[2021-05-11 23:08:36 main:574] : INFO : Epoch 1853 | loss: 0.0311148 | val_loss: 0.0311575 | Time: 4701.8 ms
[2021-05-11 23:08:41 main:574] : INFO : Epoch 1854 | loss: 0.0311155 | val_loss: 0.0311589 | Time: 4757.67 ms
[2021-05-11 23:08:46 main:574] : INFO : Epoch 1855 | loss: 0.0311186 | val_loss: 0.0311543 | Time: 4743.18 ms
[2021-05-11 23:08:51 main:574] : INFO : Epoch 1856 | loss: 0.0311231 | val_loss: 0.0311504 | Time: 4878.17 ms
[2021-05-11 23:08:56 main:574] : INFO : Epoch 1857 | loss: 0.0311197 | val_loss: 0.031155 | Time: 4883.84 ms
[2021-05-11 23:09:00 main:574] : INFO : Epoch 1858 | loss: 0.0311184 | val_loss: 0.0311547 | Time: 4675.56 ms
[2021-05-11 23:09:05 main:574] : INFO : Epoch 1859 | loss: 0.0311186 | val_loss: 0.0311529 | Time: 4744.54 ms
[2021-05-11 23:09:10 main:574] : INFO : Epoch 1860 | loss: 0.0311168 | val_loss: 0.0311554 | Time: 4928.33 ms
[2021-05-11 23:09:15 main:574] : INFO : Epoch 1861 | loss: 0.0311169 | val_loss: 0.0311601 | Time: 4876.1 ms
[2021-05-11 23:09:20 main:574] : INFO : Epoch 1862 | loss: 0.0311169 | val_loss: 0.031154 | Time: 4672 ms
[2021-05-11 23:09:25 main:574] : INFO : Epoch 1863 | loss: 0.0311157 | val_loss: 0.0311595 | Time: 4874.02 ms
[2021-05-11 23:09:30 main:574] : INFO : Epoch 1864 | loss: 0.0311195 | val_loss: 0.0311544 | Time: 4788.72 ms
[2021-05-11 23:09:34 main:574] : INFO : Epoch 1865 | loss: 0.0311162 | val_loss: 0.0311586 | Time: 4777.96 ms
[2021-05-11 23:09:39 main:574] : INFO : Epoch 1866 | loss: 0.0311173 | val_loss: 0.0311527 | Time: 4807.91 ms
[2021-05-11 23:09:44 main:574] : INFO : Epoch 1867 | loss: 0.0311164 | val_loss: 0.0311548 | Time: 4695.88 ms
[2021-05-11 23:09:49 main:574] : INFO : Epoch 1868 | loss: 0.0311204 | val_loss: 0.0311512 | Time: 4831.18 ms
[2021-05-11 23:09:54 main:574] : INFO : Epoch 1869 | loss: 0.031126 | val_loss: 0.0311545 | Time: 4742.29 ms
[2021-05-11 23:09:59 main:574] : INFO : Epoch 1870 | loss: 0.0311216 | val_loss: 0.0311498 | Time: 4826.77 ms
[2021-05-11 23:10:03 main:574] : INFO : Epoch 1871 | loss: 0.0311204 | val_loss: 0.0311513 | Time: 4736.92 ms
[2021-05-11 23:10:08 main:574] : INFO : Epoch 1872 | loss: 0.0311204 | val_loss: 0.0311548 | Time: 4820.52 ms
[2021-05-11 23:10:13 main:574] : INFO : Epoch 1873 | loss: 0.0311174 | val_loss: 0.031155 | Time: 4904.06 ms
[2021-05-11 23:10:18 main:574] : INFO : Epoch 1874 | loss: 0.031116 | val_loss: 0.0311588 | Time: 4770.4 ms
[2021-05-11 23:10:23 main:574] : INFO : Epoch 1875 | loss: 0.0311154 | val_loss: 0.0311548 | Time: 4789.53 ms
[2021-05-11 23:10:28 main:574] : INFO : Epoch 1876 | loss: 0.0311141 | val_loss: 0.0311512 | Time: 4839.91 ms
[2021-05-11 23:10:33 main:574] : INFO : Epoch 1877 | loss: 0.0311146 | val_loss: 0.0311541 | Time: 4832.67 ms
[2021-05-11 23:10:38 main:574] : INFO : Epoch 1878 | loss: 0.0311169 | val_loss: 0.0311517 | Time: 4785.71 ms
[2021-05-11 23:10:43 main:574] : INFO : Epoch 1879 | loss: 0.0311139 | val_loss: 0.0311612 | Time: 4817.38 ms
[2021-05-11 23:10:48 main:574] : INFO : Epoch 1880 | loss: 0.0311131 | val_loss: 0.0311517 | Time: 4808.21 ms
[2021-05-11 23:10:53 main:574] : INFO : Epoch 1881 | loss: 0.0311138 | val_loss: 0.0311537 | Time: 5020.91 ms
[2021-05-11 23:10:58 main:574] : INFO : Epoch 1882 | loss: 0.0311179 | val_loss: 0.0311533 | Time: 5198.42 ms
[2021-05-11 23:11:03 main:574] : INFO : Epoch 1883 | loss: 0.0311168 | val_loss: 0.031154 | Time: 5053.97 ms
[2021-05-11 23:11:08 main:574] : INFO : Epoch 1884 | loss: 0.0311155 | val_loss: 0.031153 | Time: 4817.33 ms
[2021-05-11 23:11:13 main:574] : INFO : Epoch 1885 | loss: 0.0311201 | val_loss: 0.031153 | Time: 4748.09 ms
[2021-05-11 23:11:18 main:574] : INFO : Epoch 1886 | loss: 0.0311223 | val_loss: 0.0311533 | Time: 4891.5 ms
[2021-05-11 23:11:23 main:574] : INFO : Epoch 1887 | loss: 0.031125 | val_loss: 0.0311574 | Time: 4783.75 ms
[2021-05-11 23:11:28 main:574] : INFO : Epoch 1888 | loss: 0.0311258 | val_loss: 0.0311542 | Time: 4908.42 ms
[2021-05-11 23:11:32 main:574] : INFO : Epoch 1889 | loss: 0.0311335 | val_loss: 0.0311619 | Time: 4644.21 ms
[2021-05-11 23:11:37 main:574] : INFO : Epoch 1890 | loss: 0.0311314 | val_loss: 0.0311539 | Time: 4792.37 ms
[2021-05-11 23:11:42 main:574] : INFO : Epoch 1891 | loss: 0.0311262 | val_loss: 0.0311571 | Time: 4831.63 ms
[2021-05-11 23:11:47 main:574] : INFO : Epoch 1892 | loss: 0.0311246 | val_loss: 0.0311538 | Time: 4800.42 ms
[2021-05-11 23:11:52 main:574] : INFO : Epoch 1893 | loss: 0.0311245 | val_loss: 0.0311592 | Time: 4781.83 ms
[2021-05-11 23:11:57 main:574] : INFO : Epoch 1894 | loss: 0.0311242 | val_loss: 0.0311492 | Time: 4753.64 ms
[2021-05-11 23:12:01 main:574] : INFO : Epoch 1895 | loss: 0.0311247 | val_loss: 0.0311537 | Time: 4743.07 ms
[2021-05-11 23:12:06 main:574] : INFO : Epoch 1896 | loss: 0.0311221 | val_loss: 0.0311537 | Time: 4867.15 ms
[2021-05-11 23:12:11 main:574] : INFO : Epoch 1897 | loss: 0.0311232 | val_loss: 0.0311494 | Time: 4795.04 ms
[2021-05-11 23:12:16 main:574] : INFO : Epoch 1898 | loss: 0.0311211 | val_loss: 0.0311491 | Time: 4919.87 ms
[2021-05-11 23:12:21 main:574] : INFO : Epoch 1899 | loss: 0.0311206 | val_loss: 0.0311524 | Time: 4822.98 ms
[2021-05-11 23:12:26 main:574] : INFO : Epoch 1900 | loss: 0.0311213 | val_loss: 0.0311481 | Time: 4825.85 ms
[2021-05-11 23:12:31 main:574] : INFO : Epoch 1901 | loss: 0.0311197 | val_loss: 0.0311504 | Time: 4800.22 ms
[2021-05-11 23:12:36 main:574] : INFO : Epoch 1902 | loss: 0.0311187 | val_loss: 0.0311494 | Time: 4850.22 ms
[2021-05-11 23:12:41 main:574] : INFO : Epoch 1903 | loss: 0.0311161 | val_loss: 0.0311514 | Time: 4854.41 ms
[2021-05-11 23:12:45 main:574] : INFO : Epoch 1904 | loss: 0.0311177 | val_loss: 0.0311517 | Time: 4771.09 ms
[2021-05-11 23:12:50 main:574] : INFO : Epoch 1905 | loss: 0.0311203 | val_loss: 0.0311489 | Time: 4825.18 ms
[2021-05-11 23:12:55 main:574] : INFO : Epoch 1906 | loss: 0.0311194 | val_loss: 0.0311477 | Time: 4724.55 ms
[2021-05-11 23:13:00 main:574] : INFO : Epoch 1907 | loss: 0.0311225 | val_loss: 0.031151 | Time: 4803.83 ms
[2021-05-11 23:13:05 main:574] : INFO : Epoch 1908 | loss: 0.0311211 | val_loss: 0.0311501 | Time: 4789.47 ms
[2021-05-11 23:13:10 main:574] : INFO : Epoch 1909 | loss: 0.03112 | val_loss: 0.031159 | Time: 4791.22 ms
[2021-05-11 23:13:15 main:574] : INFO : Epoch 1910 | loss: 0.0311213 | val_loss: 0.0311506 | Time: 4859.83 ms
[2021-05-11 23:13:20 main:574] : INFO : Epoch 1911 | loss: 0.0311225 | val_loss: 0.0311525 | Time: 4933.48 ms
[2021-05-11 23:13:24 main:574] : INFO : Epoch 1912 | loss: 0.0311206 | val_loss: 0.0311519 | Time: 4719.33 ms
[2021-05-11 23:13:29 main:574] : INFO : Epoch 1913 | loss: 0.0311172 | val_loss: 0.0311536 | Time: 4819.54 ms
[2021-05-11 23:13:34 main:574] : INFO : Epoch 1914 | loss: 0.031116 | val_loss: 0.0311539 | Time: 4753.7 ms
[2021-05-11 23:13:39 main:574] : INFO : Epoch 1915 | loss: 0.0311156 | val_loss: 0.0311512 | Time: 4741.37 ms
[2021-05-11 23:13:44 main:574] : INFO : Epoch 1916 | loss: 0.0311152 | val_loss: 0.0311516 | Time: 4708.69 ms
[2021-05-11 23:13:48 main:574] : INFO : Epoch 1917 | loss: 0.0311193 | val_loss: 0.0311553 | Time: 4676.22 ms
[2021-05-11 23:13:53 main:574] : INFO : Epoch 1918 | loss: 0.0311195 | val_loss: 0.0311633 | Time: 4877.77 ms
[2021-05-11 23:13:58 main:574] : INFO : Epoch 1919 | loss: 0.0311169 | val_loss: 0.031157 | Time: 4863.44 ms
[2021-05-11 23:14:03 main:574] : INFO : Epoch 1920 | loss: 0.0311215 | val_loss: 0.0311616 | Time: 4819.08 ms
[2021-05-11 23:14:08 main:574] : INFO : Epoch 1921 | loss: 0.0311216 | val_loss: 0.03115 | Time: 4882.11 ms
[2021-05-11 23:14:13 main:574] : INFO : Epoch 1922 | loss: 0.0311186 | val_loss: 0.031152 | Time: 5052.18 ms
[2021-05-11 23:14:18 main:574] : INFO : Epoch 1923 | loss: 0.0311177 | val_loss: 0.0311565 | Time: 5057.21 ms
[2021-05-11 23:14:23 main:574] : INFO : Epoch 1924 | loss: 0.0311168 | val_loss: 0.0311577 | Time: 4787.82 ms
[2021-05-11 23:14:28 main:574] : INFO : Epoch 1925 | loss: 0.0311172 | val_loss: 0.0311545 | Time: 4859.62 ms
[2021-05-11 23:14:33 main:574] : INFO : Epoch 1926 | loss: 0.0311165 | val_loss: 0.0311567 | Time: 4766.77 ms
[2021-05-11 23:14:38 main:574] : INFO : Epoch 1927 | loss: 0.0311163 | val_loss: 0.031153 | Time: 4869.68 ms
[2021-05-11 23:14:43 main:574] : INFO : Epoch 1928 | loss: 0.0311145 | val_loss: 0.0311511 | Time: 4994.26 ms
[2021-05-11 23:14:48 main:574] : INFO : Epoch 1929 | loss: 0.0311151 | val_loss: 0.0311524 | Time: 4775.27 ms
[2021-05-11 23:14:53 main:574] : INFO : Epoch 1930 | loss: 0.0311167 | val_loss: 0.0311538 | Time: 4896.48 ms
[2021-05-11 23:14:57 main:574] : INFO : Epoch 1931 | loss: 0.0311205 | val_loss: 0.031151 | Time: 4732.67 ms
[2021-05-11 23:15:02 main:574] : INFO : Epoch 1932 | loss: 0.0311224 | val_loss: 0.0311549 | Time: 4805.27 ms
[2021-05-11 23:15:07 main:574] : INFO : Epoch 1933 | loss: 0.0311269 | val_loss: 0.0311518 | Time: 4818.03 ms
[2021-05-11 23:15:12 main:574] : INFO : Epoch 1934 | loss: 0.0311236 | val_loss: 0.0311493 | Time: 4782.17 ms
[2021-05-11 23:15:17 main:574] : INFO : Epoch 1935 | loss: 0.0311222 | val_loss: 0.0311509 | Time: 4753.14 ms
[2021-05-11 23:15:22 main:574] : INFO : Epoch 1936 | loss: 0.0311192 | val_loss: 0.0311492 | Time: 4873.73 ms
[2021-05-11 23:15:27 main:574] : INFO : Epoch 1937 | loss: 0.0311178 | val_loss: 0.0311476 | Time: 4801.71 ms
[2021-05-11 23:15:31 main:574] : INFO : Epoch 1938 | loss: 0.0311165 | val_loss: 0.0311475 | Time: 4743.64 ms
[2021-05-11 23:15:36 main:574] : INFO : Epoch 1939 | loss: 0.0311211 | val_loss: 0.0311534 | Time: 4746.47 ms
[2021-05-11 23:15:41 main:574] : INFO : Epoch 1940 | loss: 0.0311215 | val_loss: 0.0311547 | Time: 4759.66 ms
[2021-05-11 23:15:46 main:574] : INFO : Epoch 1941 | loss: 0.0311191 | val_loss: 0.0311535 | Time: 4776.81 ms
[2021-05-11 23:15:50 main:574] : INFO : Epoch 1942 | loss: 0.0311184 | val_loss: 0.0311511 | Time: 4700.18 ms
[2021-05-11 23:15:55 main:574] : INFO : Epoch 1943 | loss: 0.0311177 | val_loss: 0.0311511 | Time: 4823.47 ms
[2021-05-11 23:16:00 main:574] : INFO : Epoch 1944 | loss: 0.0311181 | val_loss: 0.0311539 | Time: 4761.27 ms
[2021-05-11 23:16:05 main:574] : INFO : Epoch 1945 | loss: 0.0311194 | val_loss: 0.0311555 | Time: 4613.9 ms
[2021-05-11 23:16:10 main:574] : INFO : Epoch 1946 | loss: 0.0311176 | val_loss: 0.0311524 | Time: 4810.5 ms
[2021-05-11 23:16:14 main:574] : INFO : Epoch 1947 | loss: 0.0311157 | val_loss: 0.0311533 | Time: 4734.92 ms
[2021-05-11 23:16:19 main:574] : INFO : Epoch 1948 | loss: 0.0311166 | val_loss: 0.0311525 | Time: 4819.08 ms
[2021-05-11 23:16:24 main:574] : INFO : Epoch 1949 | loss: 0.0311157 | val_loss: 0.0311509 | Time: 4766.76 ms
[2021-05-11 23:16:29 main:574] : INFO : Epoch 1950 | loss: 0.0311179 | val_loss: 0.0311567 | Time: 4671.45 ms
[2021-05-11 23:16:34 main:574] : INFO : Epoch 1951 | loss: 0.0311144 | val_loss: 0.0311573 | Time: 4760.88 ms
[2021-05-11 23:16:39 main:574] : INFO : Epoch 1952 | loss: 0.0311136 | val_loss: 0.0311491 | Time: 4841.59 ms
[2021-05-11 23:16:44 main:574] : INFO : Epoch 1953 | loss: 0.0311141 | val_loss: 0.0311543 | Time: 4824.69 ms
[2021-05-11 23:16:48 main:574] : INFO : Epoch 1954 | loss: 0.0311209 | val_loss: 0.0311674 | Time: 4779.69 ms
[2021-05-11 23:16:53 main:574] : INFO : Epoch 1955 | loss: 0.0311473 | val_loss: 0.0311628 | Time: 4748.24 ms
[2021-05-11 23:16:58 main:574] : INFO : Epoch 1956 | loss: 0.0311626 | val_loss: 0.0311705 | Time: 4688.22 ms
[2021-05-11 23:17:03 main:574] : INFO : Epoch 1957 | loss: 0.0311639 | val_loss: 0.031167 | Time: 4899.26 ms
[2021-05-11 23:17:08 main:574] : INFO : Epoch 1958 | loss: 0.0311606 | val_loss: 0.0311639 | Time: 4741.35 ms
[2021-05-11 23:17:13 main:574] : INFO : Epoch 1959 | loss: 0.0311574 | val_loss: 0.0311623 | Time: 4729.23 ms
[2021-05-11 23:17:17 main:574] : INFO : Epoch 1960 | loss: 0.0311561 | val_loss: 0.0311646 | Time: 4815.81 ms
[2021-05-11 23:17:22 main:574] : INFO : Epoch 1961 | loss: 0.031155 | val_loss: 0.0311607 | Time: 4774.79 ms
[2021-05-11 23:17:27 main:574] : INFO : Epoch 1962 | loss: 0.0311522 | val_loss: 0.031162 | Time: 4746.41 ms
[2021-05-11 23:17:32 main:574] : INFO : Epoch 1963 | loss: 0.0311529 | val_loss: 0.0311637 | Time: 4735.77 ms
[2021-05-11 23:17:37 main:574] : INFO : Epoch 1964 | loss: 0.0311514 | val_loss: 0.0311619 | Time: 4657.8 ms
[2021-05-11 23:17:41 main:574] : INFO : Epoch 1965 | loss: 0.03115 | val_loss: 0.0311627 | Time: 4619.22 ms
[2021-05-11 23:17:46 main:574] : INFO : Epoch 1966 | loss: 0.0311496 | val_loss: 0.0311643 | Time: 4702.51 ms
[2021-05-11 23:17:51 main:574] : INFO : Epoch 1967 | loss: 0.0311487 | val_loss: 0.0311632 | Time: 4768.36 ms
[2021-05-11 23:17:56 main:574] : INFO : Epoch 1968 | loss: 0.0311494 | val_loss: 0.0311646 | Time: 4725.38 ms
[2021-05-11 23:18:01 main:574] : INFO : Epoch 1969 | loss: 0.0311476 | val_loss: 0.031162 | Time: 4793.58 ms
[2021-05-11 23:18:06 main:574] : INFO : Epoch 1970 | loss: 0.0311484 | val_loss: 0.0311629 | Time: 4831.33 ms
[2021-05-11 23:18:10 main:574] : INFO : Epoch 1971 | loss: 0.031147 | val_loss: 0.0311609 | Time: 4859.17 ms
[2021-05-11 23:18:15 main:574] : INFO : Epoch 1972 | loss: 0.0311479 | val_loss: 0.031165 | Time: 4866.95 ms
[2021-05-11 23:18:20 main:574] : INFO : Epoch 1973 | loss: 0.0311457 | val_loss: 0.0311644 | Time: 4870.17 ms
[2021-05-11 23:18:25 main:574] : INFO : Epoch 1974 | loss: 0.0311447 | val_loss: 0.0311619 | Time: 4813.5 ms
[2021-05-11 23:18:30 main:574] : INFO : Epoch 1975 | loss: 0.0311437 | val_loss: 0.0311612 | Time: 4835.59 ms
[2021-05-11 23:18:35 main:574] : INFO : Epoch 1976 | loss: 0.0311434 | val_loss: 0.0311613 | Time: 4950.17 ms
[2021-05-11 23:18:40 main:574] : INFO : Epoch 1977 | loss: 0.0311421 | val_loss: 0.0311601 | Time: 4779.03 ms
[2021-05-11 23:18:45 main:574] : INFO : Epoch 1978 | loss: 0.031141 | val_loss: 0.0311629 | Time: 4802.82 ms
[2021-05-11 23:18:50 main:574] : INFO : Epoch 1979 | loss: 0.0311415 | val_loss: 0.0311607 | Time: 4731.7 ms
[2021-05-11 23:18:54 main:574] : INFO : Epoch 1980 | loss: 0.0311411 | val_loss: 0.0311604 | Time: 4831.62 ms
[2021-05-11 23:19:00 main:574] : INFO : Epoch 1981 | loss: 0.0311407 | val_loss: 0.0311583 | Time: 5054.64 ms
[2021-05-11 23:19:04 main:574] : INFO : Epoch 1982 | loss: 0.0311424 | val_loss: 0.031159 | Time: 4852.66 ms
[2021-05-11 23:19:09 main:574] : INFO : Epoch 1983 | loss: 0.0311425 | val_loss: 0.0311583 | Time: 4789.58 ms
[2021-05-11 23:19:14 main:574] : INFO : Epoch 1984 | loss: 0.0311409 | val_loss: 0.0311628 | Time: 4789.73 ms
[2021-05-11 23:19:19 main:574] : INFO : Epoch 1985 | loss: 0.0311404 | val_loss: 0.0311592 | Time: 4849.58 ms
[2021-05-11 23:19:24 main:574] : INFO : Epoch 1986 | loss: 0.0311394 | val_loss: 0.0311594 | Time: 4759.3 ms
[2021-05-11 23:19:29 main:574] : INFO : Epoch 1987 | loss: 0.0311386 | val_loss: 0.031158 | Time: 4777.7 ms
[2021-05-11 23:19:33 main:574] : INFO : Epoch 1988 | loss: 0.031139 | val_loss: 0.031159 | Time: 4822.96 ms
[2021-05-11 23:19:38 main:574] : INFO : Epoch 1989 | loss: 0.0311384 | val_loss: 0.0311576 | Time: 4766.23 ms
[2021-05-11 23:19:43 main:574] : INFO : Epoch 1990 | loss: 0.0311386 | val_loss: 0.0311589 | Time: 4765.17 ms
[2021-05-11 23:19:48 main:574] : INFO : Epoch 1991 | loss: 0.0311387 | val_loss: 0.0311601 | Time: 4961.81 ms
[2021-05-11 23:19:53 main:574] : INFO : Epoch 1992 | loss: 0.0311405 | val_loss: 0.0311562 | Time: 4717.17 ms
[2021-05-11 23:19:58 main:574] : INFO : Epoch 1993 | loss: 0.0311402 | val_loss: 0.0311573 | Time: 4849.03 ms
[2021-05-11 23:20:03 main:574] : INFO : Epoch 1994 | loss: 0.0311401 | val_loss: 0.0311596 | Time: 4767.84 ms
[2021-05-11 23:20:08 main:574] : INFO : Epoch 1995 | loss: 0.031143 | val_loss: 0.0311589 | Time: 5044.69 ms
[2021-05-11 23:20:13 main:574] : INFO : Epoch 1996 | loss: 0.0311436 | val_loss: 0.0311563 | Time: 5084.98 ms
[2021-05-11 23:20:18 main:574] : INFO : Epoch 1997 | loss: 0.0311418 | val_loss: 0.0311557 | Time: 4821.96 ms
[2021-05-11 23:20:22 main:574] : INFO : Epoch 1998 | loss: 0.0311391 | val_loss: 0.0311538 | Time: 4632.31 ms
[2021-05-11 23:20:27 main:574] : INFO : Epoch 1999 | loss: 0.0311389 | val_loss: 0.0311567 | Time: 4655.21 ms
[2021-05-11 23:20:32 main:574] : INFO : Epoch 2000 | loss: 0.0311368 | val_loss: 0.0311591 | Time: 4784.77 ms
[2021-05-11 23:20:37 main:574] : INFO : Epoch 2001 | loss: 0.0311372 | val_loss: 0.0311526 | Time: 4695.46 ms
[2021-05-11 23:20:41 main:574] : INFO : Epoch 2002 | loss: 0.0311379 | val_loss: 0.0311679 | Time: 4624.88 ms
[2021-05-11 23:20:46 main:574] : INFO : Epoch 2003 | loss: 0.0311361 | val_loss: 0.0311533 | Time: 4792.66 ms
[2021-05-11 23:20:51 main:574] : INFO : Epoch 2004 | loss: 0.0311348 | val_loss: 0.0311561 | Time: 4744.87 ms
[2021-05-11 23:20:56 main:574] : INFO : Epoch 2005 | loss: 0.0311339 | val_loss: 0.031159 | Time: 4826.93 ms
[2021-05-11 23:21:01 main:574] : INFO : Epoch 2006 | loss: 0.0311336 | val_loss: 0.0311551 | Time: 4962.02 ms
[2021-05-11 23:21:06 main:574] : INFO : Epoch 2007 | loss: 0.0311325 | val_loss: 0.0311552 | Time: 4863.3 ms
[2021-05-11 23:21:11 main:574] : INFO : Epoch 2008 | loss: 0.0311329 | val_loss: 0.031155 | Time: 4780.44 ms
[2021-05-11 23:21:15 main:574] : INFO : Epoch 2009 | loss: 0.0311348 | val_loss: 0.0311579 | Time: 4751.74 ms
[2021-05-11 23:21:20 main:574] : INFO : Epoch 2010 | loss: 0.0311332 | val_loss: 0.031158 | Time: 4868.99 ms
[2021-05-11 23:21:25 main:574] : INFO : Epoch 2011 | loss: 0.0311336 | val_loss: 0.0311588 | Time: 4855.93 ms
[2021-05-11 23:21:30 main:574] : INFO : Epoch 2012 | loss: 0.0311327 | val_loss: 0.0311574 | Time: 4968.55 ms
[2021-05-11 23:21:35 main:574] : INFO : Epoch 2013 | loss: 0.0311354 | val_loss: 0.0311529 | Time: 4767.68 ms
[2021-05-11 23:21:40 main:574] : INFO : Epoch 2014 | loss: 0.0311336 | val_loss: 0.0311607 | Time: 5169.59 ms
[2021-05-11 23:21:45 main:574] : INFO : Epoch 2015 | loss: 0.0311332 | val_loss: 0.0311536 | Time: 4949.86 ms
[2021-05-11 23:21:50 main:574] : INFO : Epoch 2016 | loss: 0.0311339 | val_loss: 0.031159 | Time: 4901.66 ms
[2021-05-11 23:21:55 main:574] : INFO : Epoch 2017 | loss: 0.0311387 | val_loss: 0.0311599 | Time: 4932.31 ms
[2021-05-11 23:22:00 main:574] : INFO : Epoch 2018 | loss: 0.0311417 | val_loss: 0.0311566 | Time: 4964.06 ms
[2021-05-11 23:22:05 main:574] : INFO : Epoch 2019 | loss: 0.0311376 | val_loss: 0.031157 | Time: 4761.93 ms
[2021-05-11 23:22:10 main:574] : INFO : Epoch 2020 | loss: 0.0311349 | val_loss: 0.0311538 | Time: 4781.66 ms
[2021-05-11 23:22:15 main:574] : INFO : Epoch 2021 | loss: 0.0311336 | val_loss: 0.0311592 | Time: 4743.17 ms
[2021-05-11 23:22:20 main:574] : INFO : Epoch 2022 | loss: 0.0311322 | val_loss: 0.0311658 | Time: 4885.27 ms
[2021-05-11 23:22:25 main:574] : INFO : Epoch 2023 | loss: 0.0311333 | val_loss: 0.0311581 | Time: 4775.56 ms
[2021-05-11 23:22:29 main:574] : INFO : Epoch 2024 | loss: 0.0311322 | val_loss: 0.0311557 | Time: 4808.33 ms
[2021-05-11 23:22:34 main:574] : INFO : Epoch 2025 | loss: 0.0311314 | val_loss: 0.0311573 | Time: 4918.23 ms
[2021-05-11 23:22:39 main:574] : INFO : Epoch 2026 | loss: 0.031132 | val_loss: 0.0311544 | Time: 4805.06 ms
[2021-05-11 23:22:44 main:574] : INFO : Epoch 2027 | loss: 0.0311304 | val_loss: 0.0311541 | Time: 4703.65 ms
[2021-05-11 23:22:49 main:574] : INFO : Epoch 2028 | loss: 0.0311312 | val_loss: 0.031157 | Time: 4969.03 ms
[2021-05-11 23:22:54 main:574] : INFO : Epoch 2029 | loss: 0.0311319 | val_loss: 0.0311577 | Time: 5038.22 ms
[2021-05-11 23:22:59 main:574] : INFO : Epoch 2030 | loss: 0.0311314 | val_loss: 0.0311621 | Time: 4807.35 ms
[2021-05-11 23:23:04 main:574] : INFO : Epoch 2031 | loss: 0.031131 | val_loss: 0.0311613 | Time: 4820.19 ms
[2021-05-11 23:23:09 main:574] : INFO : Epoch 2032 | loss: 0.0311323 | val_loss: 0.0311575 | Time: 4824.39 ms
[2021-05-11 23:23:14 main:574] : INFO : Epoch 2033 | loss: 0.0311303 | val_loss: 0.0311562 | Time: 4764.37 ms
[2021-05-11 23:23:19 main:574] : INFO : Epoch 2034 | loss: 0.0311292 | val_loss: 0.0311587 | Time: 4817.63 ms
[2021-05-11 23:23:23 main:574] : INFO : Epoch 2035 | loss: 0.0311286 | val_loss: 0.0311594 | Time: 4627.42 ms
[2021-05-11 23:23:28 main:574] : INFO : Epoch 2036 | loss: 0.0311273 | val_loss: 0.031159 | Time: 4863.27 ms
[2021-05-11 23:23:33 main:574] : INFO : Epoch 2037 | loss: 0.0311271 | val_loss: 0.0311564 | Time: 4673.52 ms
[2021-05-11 23:23:38 main:574] : INFO : Epoch 2038 | loss: 0.0311285 | val_loss: 0.0311587 | Time: 4733.5 ms
[2021-05-11 23:23:43 main:574] : INFO : Epoch 2039 | loss: 0.0311319 | val_loss: 0.0311594 | Time: 4736.9 ms
[2021-05-11 23:23:47 main:574] : INFO : Epoch 2040 | loss: 0.0311336 | val_loss: 0.0311542 | Time: 4781.91 ms
[2021-05-11 23:23:52 main:574] : INFO : Epoch 2041 | loss: 0.0311317 | val_loss: 0.0311566 | Time: 5053.87 ms
[2021-05-11 23:23:57 main:574] : INFO : Epoch 2042 | loss: 0.031131 | val_loss: 0.0311606 | Time: 4802.59 ms
[2021-05-11 23:24:02 main:574] : INFO : Epoch 2043 | loss: 0.0311293 | val_loss: 0.0311542 | Time: 4828.38 ms
[2021-05-11 23:24:07 main:574] : INFO : Epoch 2044 | loss: 0.0311304 | val_loss: 0.0311579 | Time: 4703.56 ms
[2021-05-11 23:24:12 main:574] : INFO : Epoch 2045 | loss: 0.031132 | val_loss: 0.0311553 | Time: 4806.6 ms
[2021-05-11 23:24:17 main:574] : INFO : Epoch 2046 | loss: 0.0311309 | val_loss: 0.031158 | Time: 4815.8 ms
[2021-05-11 23:24:22 main:574] : INFO : Epoch 2047 | loss: 0.0311309 | val_loss: 0.0311557 | Time: 4833.26 ms
[2021-05-11 23:24:26 main:574] : INFO : Epoch 2048 | loss: 0.031131 | val_loss: 0.0311618 | Time: 4810.18 ms
[2021-05-11 23:24:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311618
[2021-05-11 23:24:26 main:603] : INFO : Saving end state to config to file
[2021-05-11 23:24:27 main:608] : INFO : Success, exiting..
23:24:27 (10636): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)