Task 3737161
| Name | ParityModified-1611091522-4773-0_0 |
| Workunit | 1919601 |
| Created | 19 Jan 2021, 21:25:25 UTC |
| Sent | 21 Jan 2021, 5:26:09 UTC |
| Report deadline | 29 Jan 2021, 5:26:09 UTC |
| Received | 21 Jan 2021, 11:30:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3033 |
| Run time | 2 hours 51 min 19 sec |
| CPU time | 2 hours 27 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,462.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.0309095 | val_loss: 0.031268 | Time: 4910.08 ms [2021-01-20 23:44:00 main:574] : INFO : Epoch 1543 | loss: 0.0309082 | val_loss: 0.031233 | Time: 5020.06 ms [2021-01-20 23:44:05 main:574] : INFO : Epoch 1544 | loss: 0.0309146 | val_loss: 0.0312367 | Time: 4629.8 ms [2021-01-20 23:44:10 main:574] : INFO : Epoch 1545 | loss: 0.0309606 | val_loss: 0.0312527 | Time: 4984.18 ms [2021-01-20 23:44:15 main:574] : INFO : Epoch 1546 | loss: 0.0309468 | val_loss: 0.0312467 | Time: 4482.39 ms [2021-01-20 23:44:20 main:574] : INFO : Epoch 1547 | loss: 0.0309302 | val_loss: 0.0312501 | Time: 4758.71 ms [2021-01-20 23:44:25 main:574] : INFO : Epoch 1548 | loss: 0.0309182 | val_loss: 0.0312434 | Time: 4751.39 ms [2021-01-20 23:44:30 main:574] : INFO : Epoch 1549 | loss: 0.0309214 | val_loss: 0.0312708 | Time: 4560.14 ms [2021-01-20 23:44:34 main:574] : INFO : Epoch 1550 | loss: 0.0309222 | val_loss: 0.0312396 | Time: 4480.09 ms [2021-01-20 23:44:39 main:574] : INFO : Epoch 1551 | loss: 0.0309166 | val_loss: 0.0312352 | Time: 4905.14 ms [2021-01-20 23:44:44 main:574] : INFO : Epoch 1552 | loss: 0.0309135 | val_loss: 0.0312674 | Time: 4989.14 ms [2021-01-20 23:44:50 main:574] : INFO : Epoch 1553 | loss: 0.0309097 | val_loss: 0.0312358 | Time: 5028.4 ms [2021-01-20 23:44:55 main:574] : INFO : Epoch 1554 | loss: 0.0309125 | val_loss: 0.0312304 | Time: 5003.48 ms [2021-01-20 23:45:00 main:574] : INFO : Epoch 1555 | loss: 0.0309159 | val_loss: 0.0312603 | Time: 4728.31 ms [2021-01-20 23:45:04 main:574] : INFO : Epoch 1556 | loss: 0.0309099 | val_loss: 0.0312678 | Time: 4663.28 ms [2021-01-20 23:45:09 main:574] : INFO : Epoch 1557 | loss: 0.0309014 | val_loss: 0.0312588 | Time: 4935.33 ms [2021-01-20 23:45:14 main:574] : INFO : Epoch 1558 | loss: 0.030915 | val_loss: 0.0312534 | Time: 4567.77 ms [2021-01-20 23:45:19 main:574] : INFO : Epoch 1559 | loss: 0.0309177 | val_loss: 0.0312534 | Time: 5097.21 ms [2021-01-20 23:45:24 main:574] : INFO : Epoch 1560 | loss: 0.030916 | val_loss: 0.031247 | Time: 4729.98 ms [2021-01-20 23:45:29 main:574] : INFO : Epoch 1561 | loss: 0.0309154 | val_loss: 0.0312527 | Time: 5018.65 ms [2021-01-20 23:45:34 main:574] : INFO : Epoch 1562 | loss: 0.0309202 | val_loss: 0.0312469 | Time: 4894.85 ms [2021-01-20 23:45:40 main:574] : INFO : Epoch 1563 | loss: 0.0309199 | val_loss: 0.0312161 | Time: 5161.76 ms [2021-01-20 23:45:45 main:574] : INFO : Epoch 1564 | loss: 0.0309192 | val_loss: 0.0312346 | Time: 5002.02 ms [2021-01-20 23:45:50 main:574] : INFO : Epoch 1565 | loss: 0.0309553 | val_loss: 0.0312092 | Time: 5177.98 ms [2021-01-20 23:45:55 main:574] : INFO : Epoch 1566 | loss: 0.0309413 | val_loss: 0.0312512 | Time: 4743.36 ms [2021-01-20 23:46:00 main:574] : INFO : Epoch 1567 | loss: 0.0309218 | val_loss: 0.03125 | Time: 4769.6 ms [2021-01-20 23:46:04 main:574] : INFO : Epoch 1568 | loss: 0.0309224 | val_loss: 0.0312539 | Time: 4698.65 ms [2021-01-20 23:46:09 main:574] : INFO : Epoch 1569 | loss: 0.0309179 | val_loss: 0.0312721 | Time: 4764.59 ms [2021-01-20 23:46:14 main:574] : INFO : Epoch 1570 | loss: 0.0309248 | val_loss: 0.0312282 | Time: 4864.84 ms [2021-01-20 23:46:19 main:574] : INFO : Epoch 1571 | loss: 0.0309361 | val_loss: 0.0312488 | Time: 4667.09 ms [2021-01-20 23:46:24 main:574] : INFO : Epoch 1572 | loss: 0.0309287 | val_loss: 0.0312289 | Time: 4842.35 ms [2021-01-20 23:46:29 main:574] : INFO : Epoch 1573 | loss: 0.0309171 | val_loss: 0.0312511 | Time: 5043.05 ms [2021-01-20 23:46:34 main:574] : INFO : Epoch 1574 | loss: 0.0309101 | val_loss: 0.0312558 | Time: 5046.99 ms [2021-01-20 23:46:40 main:574] : INFO : Epoch 1575 | loss: 0.0309131 | val_loss: 0.0312591 | Time: 5216.41 ms [2021-01-20 23:46:45 main:574] : INFO : Epoch 1576 | loss: 0.0309136 | val_loss: 0.0312465 | Time: 5000.62 ms [2021-01-20 23:46:50 main:574] : INFO : Epoch 1577 | loss: 0.0309164 | val_loss: 0.0312297 | Time: 5003.65 ms [2021-01-20 23:46:55 main:574] : INFO : Epoch 1578 | loss: 0.0309221 | val_loss: 0.0312426 | Time: 4641.48 ms [2021-01-20 23:47:00 main:574] : INFO : Epoch 1579 | loss: 0.0309126 | val_loss: 0.0312466 | Time: 5125.33 ms [2021-01-20 23:47:05 main:574] : INFO : Epoch 1580 | loss: 0.0309208 | val_loss: 0.0312397 | Time: 4936.55 ms [2021-01-20 23:47:11 main:574] : INFO : Epoch 1581 | loss: 0.0309216 | val_loss: 0.0312607 | Time: 5031.49 ms [2021-01-20 23:47:15 main:574] : INFO : Epoch 1582 | loss: 0.0309094 | val_loss: 0.0312684 | Time: 4613.5 ms [2021-01-20 23:47:20 main:574] : INFO : Epoch 1583 | loss: 0.0309159 | val_loss: 0.0312359 | Time: 5031.65 ms [2021-01-20 23:47:26 main:574] : INFO : Epoch 1584 | loss: 0.0309134 | val_loss: 0.0312443 | Time: 4948.35 ms [2021-01-20 23:47:30 main:574] : INFO : Epoch 1585 | loss: 0.0309204 | val_loss: 0.0312307 | Time: 4437.43 ms [2021-01-20 23:47:35 main:574] : INFO : Epoch 1586 | loss: 0.030943 | val_loss: 0.0312373 | Time: 4723.06 ms [2021-01-20 23:47:40 main:574] : INFO : Epoch 1587 | loss: 0.03092 | val_loss: 0.0312493 | Time: 4471.51 ms [2021-01-20 23:47:45 main:574] : INFO : Epoch 1588 | loss: 0.0309133 | val_loss: 0.0312656 | Time: 4681.79 ms [2021-01-20 23:47:49 main:574] : INFO : Epoch 1589 | loss: 0.0309118 | val_loss: 0.0312683 | Time: 4739.52 ms [2021-01-20 23:47:55 main:574] : INFO : Epoch 1590 | loss: 0.0309109 | val_loss: 0.0312862 | Time: 5051.73 ms [2021-01-20 23:48:00 main:574] : INFO : Epoch 1591 | loss: 0.0309076 | val_loss: 0.0312744 | Time: 5007.74 ms [2021-01-20 23:48:05 main:574] : INFO : Epoch 1592 | loss: 0.0309158 | val_loss: 0.0312851 | Time: 4962.18 ms [2021-01-20 23:48:10 main:574] : INFO : Epoch 1593 | loss: 0.0309099 | val_loss: 0.0312561 | Time: 4792.99 ms [2021-01-20 23:48:15 main:574] : INFO : Epoch 1594 | loss: 0.030909 | val_loss: 0.0312445 | Time: 5149.18 ms [2021-01-20 23:48:20 main:574] : INFO : Epoch 1595 | loss: 0.0309112 | val_loss: 0.031272 | Time: 4908.08 ms [2021-01-20 23:48:25 main:574] : INFO : Epoch 1596 | loss: 0.0309165 | val_loss: 0.0313031 | Time: 5109.86 ms [2021-01-20 23:48:30 main:574] : INFO : Epoch 1597 | loss: 0.0309026 | val_loss: 0.0312394 | Time: 5137.38 ms [2021-01-20 23:48:35 main:574] : INFO : Epoch 1598 | loss: 0.0309086 | val_loss: 0.0312619 | Time: 4643.13 ms [2021-01-20 23:48:40 main:574] : INFO : Epoch 1599 | loss: 0.0309081 | val_loss: 0.0312553 | Time: 4807.98 ms [2021-01-20 23:48:45 main:574] : INFO : Epoch 1600 | loss: 0.0309103 | val_loss: 0.0312857 | Time: 5165.53 ms [2021-01-20 23:48:50 main:574] : INFO : Epoch 1601 | loss: 0.0309087 | val_loss: 0.0312377 | Time: 5019.04 ms [2021-01-20 23:48:55 main:574] : INFO : Epoch 1602 | loss: 0.030904 | val_loss: 0.0312359 | Time: 4993.43 ms [2021-01-20 23:49:01 main:574] : INFO : Epoch 1603 | loss: 0.0309112 | val_loss: 0.0312385 | Time: 4980.08 ms [2021-01-20 23:49:05 main:574] : INFO : Epoch 1604 | loss: 0.0309192 | val_loss: 0.0312481 | Time: 4865.25 ms [2021-01-20 23:49:11 main:574] : INFO : Epoch 1605 | loss: 0.030913 | val_loss: 0.0312677 | Time: 5099.79 ms [2021-01-20 23:49:16 main:574] : INFO : Epoch 1606 | loss: 0.0309082 | val_loss: 0.0312669 | Time: 4965.1 ms [2021-01-20 23:49:21 main:574] : INFO : Epoch 1607 | loss: 0.0309054 | val_loss: 0.0312369 | Time: 5090.63 ms [2021-01-20 23:49:26 main:574] : INFO : Epoch 1608 | loss: 0.0309055 | val_loss: 0.0312777 | Time: 4630.56 ms [2021-01-20 23:49:31 main:574] : INFO : Epoch 1609 | loss: 0.0309137 | val_loss: 0.0312687 | Time: 5081.54 ms [2021-01-20 23:49:36 main:574] : INFO : Epoch 1610 | loss: 0.0309189 | val_loss: 0.0312476 | Time: 4670.69 ms [2021-01-20 23:49:41 main:574] : INFO : Epoch 1611 | loss: 0.0309158 | val_loss: 0.0312646 | Time: 5071.18 ms [2021-01-20 23:49:46 main:574] : INFO : Epoch 1612 | loss: 0.0309077 | val_loss: 0.03127 | Time: 5119.53 ms [2021-01-20 23:49:51 main:574] : INFO : Epoch 1613 | loss: 0.0309117 | val_loss: 0.0312463 | Time: 4949.29 ms [2021-01-20 23:49:57 main:574] : INFO : Epoch 1614 | loss: 0.0309041 | val_loss: 0.0312547 | Time: 4998.82 ms [2021-01-20 23:50:02 main:574] : INFO : Epoch 1615 | loss: 0.03092 | val_loss: 0.0312483 | Time: 4980.51 ms [2021-01-20 23:50:07 main:574] : INFO : Epoch 1616 | loss: 0.030935 | val_loss: 0.03123 | Time: 5125.63 ms [2021-01-20 23:50:12 main:574] : INFO : Epoch 1617 | loss: 0.0309361 | val_loss: 0.0312509 | Time: 4697.76 ms [2021-01-20 23:50:17 main:574] : INFO : Epoch 1618 | loss: 0.0309232 | val_loss: 0.0312329 | Time: 4980.42 ms [2021-01-20 23:50:22 main:574] : INFO : Epoch 1619 | loss: 0.0309106 | val_loss: 0.0312815 | Time: 4849.56 ms [2021-01-20 23:50:27 main:574] : INFO : Epoch 1620 | loss: 0.0309176 | val_loss: 0.0312973 | Time: 4704.35 ms [2021-01-20 23:50:32 main:574] : INFO : Epoch 1621 | loss: 0.0309182 | val_loss: 0.0312378 | Time: 5075.14 ms [2021-01-20 23:50:37 main:574] : INFO : Epoch 1622 | loss: 0.0309122 | val_loss: 0.0312568 | Time: 4948.38 ms [2021-01-20 23:50:42 main:574] : INFO : Epoch 1623 | loss: 0.0309082 | val_loss: 0.0312637 | Time: 4948.76 ms [2021-01-20 23:50:47 main:574] : INFO : Epoch 1624 | loss: 0.0309063 | val_loss: 0.0312267 | Time: 5006.33 ms [2021-01-20 23:50:52 main:574] : INFO : Epoch 1625 | loss: 0.0309055 | val_loss: 0.031273 | Time: 4449.7 ms [2021-01-20 23:50:57 main:574] : INFO : Epoch 1626 | loss: 0.0309057 | val_loss: 0.0312293 | Time: 4587.79 ms [2021-01-20 23:51:01 main:574] : INFO : Epoch 1627 | loss: 0.0309153 | val_loss: 0.0312539 | Time: 4545.67 ms [2021-01-20 23:51:06 main:574] : INFO : Epoch 1628 | loss: 0.0309111 | val_loss: 0.0312786 | Time: 4696.76 ms [2021-01-20 23:51:11 main:574] : INFO : Epoch 1629 | loss: 0.0309127 | val_loss: 0.0312714 | Time: 4902.99 ms [2021-01-20 23:51:16 main:574] : INFO : Epoch 1630 | loss: 0.0309197 | val_loss: 0.0312625 | Time: 5057.24 ms [2021-01-20 23:51:22 main:574] : INFO : Epoch 1631 | loss: 0.0309101 | val_loss: 0.0312785 | Time: 5261.58 ms [2021-01-20 23:51:27 main:574] : INFO : Epoch 1632 | loss: 0.0309132 | val_loss: 0.0312572 | Time: 5026.25 ms [2021-01-20 23:51:32 main:574] : INFO : Epoch 1633 | loss: 0.0309163 | val_loss: 0.0312743 | Time: 4899.19 ms [2021-01-20 23:51:37 main:574] : INFO : Epoch 1634 | loss: 0.0309196 | val_loss: 0.0312351 | Time: 4749.89 ms [2021-01-20 23:51:41 main:574] : INFO : Epoch 1635 | loss: 0.0309135 | val_loss: 0.0312769 | Time: 4474.85 ms [2021-01-20 23:51:47 main:574] : INFO : Epoch 1636 | loss: 0.0309059 | val_loss: 0.0312764 | Time: 5239.05 ms [2021-01-20 23:51:52 main:574] : INFO : Epoch 1637 | loss: 0.0309082 | val_loss: 0.0312487 | Time: 4875.6 ms [2021-01-20 23:51:57 main:574] : INFO : Epoch 1638 | loss: 0.0309223 | val_loss: 0.0312478 | Time: 5027.46 ms [2021-01-20 23:52:02 main:574] : INFO : Epoch 1639 | loss: 0.030909 | val_loss: 0.0313082 | Time: 4978.08 ms [2021-01-20 23:52:07 main:574] : INFO : Epoch 1640 | loss: 0.0309117 | val_loss: 0.0312491 | Time: 4879.75 ms [2021-01-20 23:52:12 main:574] : INFO : Epoch 1641 | loss: 0.0309202 | val_loss: 0.0312572 | Time: 4754.06 ms [2021-01-20 23:52:17 main:574] : INFO : Epoch 1642 | loss: 0.0309267 | val_loss: 0.0312151 | Time: 4965.49 ms [2021-01-20 23:52:22 main:574] : INFO : Epoch 1643 | loss: 0.0309213 | val_loss: 0.0312655 | Time: 4735.34 ms [2021-01-20 23:52:27 main:574] : INFO : Epoch 1644 | loss: 0.0309084 | val_loss: 0.0312477 | Time: 5179.49 ms [2021-01-20 23:52:32 main:574] : INFO : Epoch 1645 | loss: 0.0309121 | val_loss: 0.0312858 | Time: 5034.51 ms [2021-01-20 23:52:37 main:574] : INFO : Epoch 1646 | loss: 0.0309163 | val_loss: 0.0312459 | Time: 4707.26 ms [2021-01-20 23:52:42 main:574] : INFO : Epoch 1647 | loss: 0.0309273 | val_loss: 0.031258 | Time: 4726.83 ms [2021-01-20 23:52:47 main:574] : INFO : Epoch 1648 | loss: 0.0309172 | val_loss: 0.0312741 | Time: 4980.92 ms [2021-01-20 23:52:52 main:574] : INFO : Epoch 1649 | loss: 0.0309033 | val_loss: 0.0312757 | Time: 4839.94 ms [2021-01-20 23:52:57 main:574] : INFO : Epoch 1650 | loss: 0.0309052 | val_loss: 0.0312599 | Time: 4962.83 ms [2021-01-20 23:53:02 main:574] : INFO : Epoch 1651 | loss: 0.0309115 | val_loss: 0.031254 | Time: 5034.42 ms [2021-01-20 23:53:07 main:574] : INFO : Epoch 1652 | loss: 0.030913 | val_loss: 0.0312654 | Time: 4611.81 ms [2021-01-20 23:53:11 main:574] : INFO : Epoch 1653 | loss: 0.0309183 | val_loss: 0.0312623 | Time: 4804.88 ms [2021-01-20 23:53:16 main:574] : INFO : Epoch 1654 | loss: 0.0309064 | val_loss: 0.0312475 | Time: 4844.69 ms [2021-01-20 23:53:21 main:574] : INFO : Epoch 1655 | loss: 0.0309162 | val_loss: 0.0312593 | Time: 4761.67 ms [2021-01-20 23:53:26 main:574] : INFO : Epoch 1656 | loss: 0.0309279 | val_loss: 0.0312569 | Time: 4971 ms [2021-01-20 23:53:31 main:574] : INFO : Epoch 1657 | loss: 0.0309173 | val_loss: 0.0312671 | Time: 4977.58 ms [2021-01-20 23:53:36 main:574] : INFO : Epoch 1658 | loss: 0.0309148 | val_loss: 0.0312599 | Time: 4854.35 ms [2021-01-20 23:53:41 main:574] : INFO : Epoch 1659 | loss: 0.0309122 | val_loss: 0.0313123 | Time: 4975.6 ms [2021-01-20 23:53:46 main:574] : INFO : Epoch 1660 | loss: 0.030916 | val_loss: 0.0312347 | Time: 4915.31 ms [2021-01-20 23:53:51 main:574] : INFO : Epoch 1661 | loss: 0.0309147 | val_loss: 0.0312641 | Time: 4867.63 ms [2021-01-20 23:53:56 main:574] : INFO : Epoch 1662 | loss: 0.0309074 | val_loss: 0.0312592 | Time: 4596.67 ms [2021-01-20 23:54:01 main:574] : INFO : Epoch 1663 | loss: 0.0309008 | val_loss: 0.031272 | Time: 5038.07 ms [2021-01-20 23:54:06 main:574] : INFO : Epoch 1664 | loss: 0.0309127 | val_loss: 0.0312533 | Time: 4970.43 ms [2021-01-20 23:54:11 main:574] : INFO : Epoch 1665 | loss: 0.0309174 | val_loss: 0.0312691 | Time: 4570.04 ms [2021-01-20 23:54:16 main:574] : INFO : Epoch 1666 | loss: 0.0309096 | val_loss: 0.0312804 | Time: 5098.67 ms [2021-01-20 23:54:21 main:574] : INFO : Epoch 1667 | loss: 0.0309066 | val_loss: 0.0312354 | Time: 4680.66 ms [2021-01-20 23:54:26 main:574] : INFO : Epoch 1668 | loss: 0.0309051 | val_loss: 0.0312889 | Time: 5134.75 ms [2021-01-20 23:54:31 main:574] : INFO : Epoch 1669 | loss: 0.030906 | val_loss: 0.0312468 | Time: 4850.24 ms [2021-01-20 23:54:36 main:574] : INFO : Epoch 1670 | loss: 0.0309119 | val_loss: 0.0312858 | Time: 5074.88 ms [2021-01-20 23:54:41 main:574] : INFO : Epoch 1671 | loss: 0.03091 | val_loss: 0.0312628 | Time: 4524.63 ms [2021-01-20 23:54:46 main:574] : INFO : Epoch 1672 | loss: 0.0309022 | val_loss: 0.0312619 | Time: 5060.46 ms [2021-01-20 23:54:51 main:574] : INFO : Epoch 1673 | loss: 0.0309121 | val_loss: 0.0312794 | Time: 4547.11 ms [2021-01-20 23:54:56 main:574] : INFO : Epoch 1674 | loss: 0.0309122 | val_loss: 0.0312649 | Time: 5098.15 ms [2021-01-20 23:55:01 main:574] : INFO : Epoch 1675 | loss: 0.0309088 | val_loss: 0.031278 | Time: 5043.79 ms [2021-01-20 23:55:06 main:574] : INFO : Epoch 1676 | loss: 0.0309162 | val_loss: 0.031265 | Time: 5036.39 ms [2021-01-20 23:55:11 main:574] : INFO : Epoch 1677 | loss: 0.0309132 | val_loss: 0.0312703 | Time: 4769.31 ms [2021-01-20 23:55:16 main:574] : INFO : Epoch 1678 | loss: 0.0309179 | val_loss: 0.031278 | Time: 4734.42 ms [2021-01-20 23:55:21 main:574] : INFO : Epoch 1679 | loss: 0.0309182 | val_loss: 0.0312881 | Time: 4971.12 ms [2021-01-20 23:55:26 main:574] : INFO : Epoch 1680 | loss: 0.0309099 | val_loss: 0.0312496 | Time: 4919.95 ms [2021-01-20 23:55:31 main:574] : INFO : Epoch 1681 | loss: 0.030916 | val_loss: 0.0312832 | Time: 5049.21 ms [2021-01-20 23:55:36 main:574] : INFO : Epoch 1682 | loss: 0.030907 | val_loss: 0.0312603 | Time: 5011.81 ms [2021-01-20 23:55:41 main:574] : INFO : Epoch 1683 | loss: 0.0309076 | val_loss: 0.0312675 | Time: 5020.13 ms [2021-01-20 23:55:46 main:574] : INFO : Epoch 1684 | loss: 0.0309197 | val_loss: 0.0312588 | Time: 4708.74 ms [2021-01-20 23:55:51 main:574] : INFO : Epoch 1685 | loss: 0.0309141 | val_loss: 0.0312609 | Time: 4516.42 ms [2021-01-20 23:55:56 main:574] : INFO : Epoch 1686 | loss: 0.0309037 | val_loss: 0.0312674 | Time: 4997.55 ms [2021-01-20 23:56:01 main:574] : INFO : Epoch 1687 | loss: 0.0309066 | val_loss: 0.0312713 | Time: 4934.18 ms [2021-01-20 23:56:06 main:574] : INFO : Epoch 1688 | loss: 0.0309157 | val_loss: 0.0312497 | Time: 4943.12 ms [2021-01-20 23:56:11 main:574] : INFO : Epoch 1689 | loss: 0.030904 | val_loss: 0.031269 | Time: 4714.01 ms [2021-01-20 23:56:16 main:574] : INFO : Epoch 1690 | loss: 0.0309036 | val_loss: 0.0312787 | Time: 4972.58 ms [2021-01-20 23:56:21 main:574] : INFO : Epoch 1691 | loss: 0.0309058 | val_loss: 0.031271 | Time: 4769.48 ms [2021-01-20 23:56:26 main:574] : INFO : Epoch 1692 | loss: 0.0309038 | val_loss: 0.0312663 | Time: 4827.63 ms [2021-01-20 23:56:31 main:574] : INFO : Epoch 1693 | loss: 0.0309045 | val_loss: 0.0312657 | Time: 5049.7 ms [2021-01-20 23:56:36 main:574] : INFO : Epoch 1694 | loss: 0.0309186 | val_loss: 0.0312854 | Time: 4990.74 ms [2021-01-20 23:56:40 main:574] : INFO : Epoch 1695 | loss: 0.0309064 | val_loss: 0.0312275 | Time: 4397.24 ms [2021-01-20 23:56:45 main:574] : INFO : Epoch 1696 | loss: 0.0309116 | val_loss: 0.031267 | Time: 5036.94 ms [2021-01-20 23:56:50 main:574] : INFO : Epoch 1697 | loss: 0.0309146 | val_loss: 0.0312467 | Time: 4678.1 ms [2021-01-20 23:56:55 main:574] : INFO : Epoch 1698 | loss: 0.030912 | val_loss: 0.0312746 | Time: 4945.66 ms [2021-01-20 23:57:00 main:574] : INFO : Epoch 1699 | loss: 0.030925 | val_loss: 0.0312869 | Time: 4875.01 ms [2021-01-20 23:57:05 main:574] : INFO : Epoch 1700 | loss: 0.0309124 | val_loss: 0.0312505 | Time: 4767.87 ms [2021-01-20 23:57:10 main:574] : INFO : Epoch 1701 | loss: 0.0309209 | val_loss: 0.0312225 | Time: 4604.79 ms [2021-01-20 23:57:15 main:574] : INFO : Epoch 1702 | loss: 0.0309281 | val_loss: 0.0312592 | Time: 4773 ms [2021-01-20 23:57:20 main:574] : INFO : Epoch 1703 | loss: 0.0309219 | val_loss: 0.0312601 | Time: 5101.84 ms [2021-01-20 23:57:25 main:574] : INFO : Epoch 1704 | loss: 0.0309238 | val_loss: 0.0312234 | Time: 4918.37 ms [2021-01-20 23:57:30 main:574] : INFO : Epoch 1705 | loss: 0.0309055 | val_loss: 0.0312834 | Time: 5113.16 ms [2021-01-20 23:57:36 main:574] : INFO : Epoch 1706 | loss: 0.0309205 | val_loss: 0.0312764 | Time: 5062.6 ms [2021-01-20 23:57:41 main:574] : INFO : Epoch 1707 | loss: 0.0309201 | val_loss: 0.0312592 | Time: 4820.39 ms [2021-01-20 23:57:46 main:574] : INFO : Epoch 1708 | loss: 0.0309035 | val_loss: 0.0312567 | Time: 5069.8 ms [2021-01-20 23:57:51 main:574] : INFO : Epoch 1709 | loss: 0.0309009 | val_loss: 0.0312492 | Time: 4799.62 ms [2021-01-20 23:57:55 main:574] : INFO : Epoch 1710 | loss: 0.0309149 | val_loss: 0.0312796 | Time: 4632.39 ms [2021-01-20 23:58:00 main:574] : INFO : Epoch 1711 | loss: 0.0309142 | val_loss: 0.031222 | Time: 4501.81 ms [2021-01-20 23:58:04 main:574] : INFO : Epoch 1712 | loss: 0.0309198 | val_loss: 0.0312475 | Time: 4490.7 ms [2021-01-20 23:58:10 main:574] : INFO : Epoch 1713 | loss: 0.030919 | val_loss: 0.0312668 | Time: 5092.74 ms [2021-01-20 23:58:14 main:574] : INFO : Epoch 1714 | loss: 0.0309144 | val_loss: 0.0312602 | Time: 4491.31 ms [2021-01-20 23:58:19 main:574] : INFO : Epoch 1715 | loss: 0.0309158 | val_loss: 0.0312757 | Time: 4957.56 ms [2021-01-20 23:58:25 main:574] : INFO : Epoch 1716 | loss: 0.0309183 | val_loss: 0.0312555 | Time: 5044.39 ms [2021-01-20 23:58:30 main:574] : INFO : Epoch 1717 | loss: 0.0309263 | val_loss: 0.0312586 | Time: 5086.01 ms [2021-01-20 23:58:35 main:574] : INFO : Epoch 1718 | loss: 0.0309162 | val_loss: 0.0312719 | Time: 4852.51 ms [2021-01-20 23:58:40 main:574] : INFO : Epoch 1719 | loss: 0.0309069 | val_loss: 0.0312572 | Time: 4866.99 ms [2021-01-20 23:58:45 main:574] : INFO : Epoch 1720 | loss: 0.0309096 | val_loss: 0.0312456 | Time: 5092.41 ms [2021-01-20 23:58:50 main:574] : INFO : Epoch 1721 | loss: 0.0309175 | val_loss: 0.0312231 | Time: 4654.82 ms [2021-01-20 23:58:55 main:574] : INFO : Epoch 1722 | loss: 0.030922 | val_loss: 0.0312416 | Time: 4788.04 ms [2021-01-20 23:59:00 main:574] : INFO : Epoch 1723 | loss: 0.0309104 | val_loss: 0.0312804 | Time: 5084.68 ms [2021-01-20 23:59:05 main:574] : INFO : Epoch 1724 | loss: 0.030906 | val_loss: 0.031276 | Time: 4771.14 ms [2021-01-20 23:59:10 main:574] : INFO : Epoch 1725 | loss: 0.0309106 | val_loss: 0.0312451 | Time: 5102.08 ms [2021-01-20 23:59:15 main:574] : INFO : Epoch 1726 | loss: 0.0309158 | val_loss: 0.0312523 | Time: 4652.16 ms [2021-01-20 23:59:20 main:574] : INFO : Epoch 1727 | loss: 0.0309132 | val_loss: 0.0313041 | Time: 5146.91 ms [2021-01-20 23:59:25 main:574] : INFO : Epoch 1728 | loss: 0.0309186 | val_loss: 0.0312477 | Time: 4928.22 ms [2021-01-20 23:59:31 main:574] : INFO : Epoch 1729 | loss: 0.030927 | val_loss: 0.0312157 | Time: 4940.22 ms [2021-01-20 23:59:36 main:574] : INFO : Epoch 1730 | loss: 0.0309111 | val_loss: 0.0312668 | Time: 5052.94 ms [2021-01-20 23:59:41 main:574] : INFO : Epoch 1731 | loss: 0.0309094 | val_loss: 0.0312385 | Time: 4772.59 ms [2021-01-20 23:59:46 main:574] : INFO : Epoch 1732 | loss: 0.0309145 | val_loss: 0.0312503 | Time: 5130.76 ms [2021-01-20 23:59:51 main:574] : INFO : Epoch 1733 | loss: 0.0309123 | val_loss: 0.0312355 | Time: 5033.47 ms [2021-01-20 23:59:56 main:574] : INFO : Epoch 1734 | loss: 0.0309031 | val_loss: 0.0312434 | Time: 4770.51 ms [2021-01-21 00:00:00 main:574] : INFO : Epoch 1735 | loss: 0.0309107 | val_loss: 0.0312682 | Time: 4472.82 ms [2021-01-21 00:00:05 main:574] : INFO : Epoch 1736 | loss: 0.0309036 | val_loss: 0.0312594 | Time: 4875.04 ms [2021-01-21 00:00:11 main:574] : INFO : Epoch 1737 | loss: 0.0309086 | val_loss: 0.0312474 | Time: 5087.74 ms [2021-01-21 00:00:16 main:574] : INFO : Epoch 1738 | loss: 0.0309098 | val_loss: 0.0312467 | Time: 5167.06 ms [2021-01-21 00:00:21 main:574] : INFO : Epoch 1739 | loss: 0.0309138 | val_loss: 0.0312538 | Time: 4753.37 ms [2021-01-21 00:00:26 main:574] : INFO : Epoch 1740 | loss: 0.0309108 | val_loss: 0.0312753 | Time: 5053.29 ms [2021-01-21 00:00:31 main:574] : INFO : Epoch 1741 | loss: 0.0309023 | val_loss: 0.0312415 | Time: 4620.76 ms [2021-01-21 00:00:36 main:574] : INFO : Epoch 1742 | loss: 0.0309096 | val_loss: 0.031266 | Time: 5122.04 ms [2021-01-21 00:00:41 main:574] : INFO : Epoch 1743 | loss: 0.0309255 | val_loss: 0.0312648 | Time: 4668.36 ms [2021-01-21 00:00:46 main:574] : INFO : Epoch 1744 | loss: 0.0309246 | val_loss: 0.0312744 | Time: 4983.79 ms [2021-01-21 00:00:51 main:574] : INFO : Epoch 1745 | loss: 0.0309108 | val_loss: 0.0312498 | Time: 4950.46 ms [2021-01-21 00:00:56 main:574] : INFO : Epoch 1746 | loss: 0.0309106 | val_loss: 0.0312783 | Time: 4872.53 ms [2021-01-21 00:01:01 main:574] : INFO : Epoch 1747 | loss: 0.0309091 | val_loss: 0.0312542 | Time: 5124.24 ms [2021-01-21 00:01:06 main:574] : INFO : Epoch 1748 | loss: 0.0309172 | val_loss: 0.0312242 | Time: 4881.08 ms [2021-01-21 00:01:11 main:574] : INFO : Epoch 1749 | loss: 0.0309181 | val_loss: 0.031261 | Time: 5181.64 ms [2021-01-21 00:01:16 main:574] : INFO : Epoch 1750 | loss: 0.0309177 | val_loss: 0.0312577 | Time: 5129.52 ms [2021-01-21 00:01:21 main:574] : INFO : Epoch 1751 | loss: 0.0309169 | val_loss: 0.0312829 | Time: 4460.01 ms [2021-01-21 00:01:26 main:574] : INFO : Epoch 1752 | loss: 0.030914 | val_loss: 0.0312584 | Time: 4599.18 ms [2021-01-21 00:01:30 main:574] : INFO : Epoch 1753 | loss: 0.0309106 | val_loss: 0.0312348 | Time: 4548.24 ms [2021-01-21 00:01:35 main:574] : INFO : Epoch 1754 | loss: 0.0309172 | val_loss: 0.0312376 | Time: 4649.61 ms [2021-01-21 00:01:40 main:574] : INFO : Epoch 1755 | loss: 0.0309123 | val_loss: 0.0312352 | Time: 4994.92 ms [2021-01-21 00:01:45 main:574] : INFO : Epoch 1756 | loss: 0.0309012 | val_loss: 0.0312587 | Time: 4547.18 ms [2021-01-21 00:01:50 main:574] : INFO : Epoch 1757 | loss: 0.030909 | val_loss: 0.0312712 | Time: 5057.7 ms [2021-01-21 00:01:55 main:574] : INFO : Epoch 1758 | loss: 0.0309019 | val_loss: 0.0312551 | Time: 4579.37 ms [2021-01-21 00:02:00 main:574] : INFO : Epoch 1759 | loss: 0.0309114 | val_loss: 0.0312614 | Time: 4752.16 ms [2021-01-21 00:02:04 main:574] : INFO : Epoch 1760 | loss: 0.0309087 | val_loss: 0.03124 | Time: 4806.9 ms [2021-01-21 00:02:10 main:574] : INFO : Epoch 1761 | loss: 0.0309095 | val_loss: 0.0312535 | Time: 4937.02 ms [2021-01-21 00:02:14 main:574] : INFO : Epoch 1762 | loss: 0.0309086 | val_loss: 0.0312318 | Time: 4903.13 ms [2021-01-21 00:02:20 main:574] : INFO : Epoch 1763 | loss: 0.030917 | val_loss: 0.0312674 | Time: 5033.79 ms [2021-01-21 00:02:24 main:574] : INFO : Epoch 1764 | loss: 0.0309091 | val_loss: 0.0312619 | Time: 4441.86 ms [2021-01-21 00:02:29 main:574] : INFO : Epoch 1765 | loss: 0.0309106 | val_loss: 0.0312698 | Time: 4503.97 ms [2021-01-21 00:02:34 main:574] : INFO : Epoch 1766 | loss: 0.0309213 | val_loss: 0.0312489 | Time: 5074.5 ms [2021-01-21 00:02:39 main:574] : INFO : Epoch 1767 | loss: 0.030913 | val_loss: 0.0312314 | Time: 5224.93 ms [2021-01-21 00:02:44 main:574] : INFO : Epoch 1768 | loss: 0.0309148 | val_loss: 0.0312462 | Time: 4491.77 ms [2021-01-21 00:02:48 main:574] : INFO : Epoch 1769 | loss: 0.0309085 | val_loss: 0.0312477 | Time: 4538.09 ms [2021-01-21 00:02:54 main:574] : INFO : Epoch 1770 | loss: 0.0309116 | val_loss: 0.0312614 | Time: 5122.53 ms [2021-01-21 00:02:59 main:574] : INFO : Epoch 1771 | loss: 0.0309054 | val_loss: 0.0312683 | Time: 4956.77 ms [2021-01-21 00:03:04 main:574] : INFO : Epoch 1772 | loss: 0.0309007 | val_loss: 0.0312526 | Time: 5045.66 ms [2021-01-21 00:03:09 main:574] : INFO : Epoch 1773 | loss: 0.0309107 | val_loss: 0.0312384 | Time: 4861.09 ms [2021-01-21 00:03:14 main:574] : INFO : Epoch 1774 | loss: 0.0309107 | val_loss: 0.0312681 | Time: 5142.65 ms [2021-01-21 00:03:19 main:574] : INFO : Epoch 1775 | loss: 0.0309108 | val_loss: 0.0312515 | Time: 5002.86 ms [2021-01-21 00:03:24 main:574] : INFO : Epoch 1776 | loss: 0.0309151 | val_loss: 0.0312771 | Time: 4787.54 ms [2021-01-21 00:03:29 main:574] : INFO : Epoch 1777 | loss: 0.0309151 | val_loss: 0.0312927 | Time: 5037.24 ms [2021-01-21 00:03:34 main:574] : INFO : Epoch 1778 | loss: 0.0309219 | val_loss: 0.0312296 | Time: 5094.65 ms [2021-01-21 00:03:39 main:574] : INFO : Epoch 1779 | loss: 0.0309245 | val_loss: 0.0312538 | Time: 4865.61 ms [2021-01-21 00:03:45 main:574] : INFO : Epoch 1780 | loss: 0.0309417 | val_loss: 0.0312775 | Time: 5120.76 ms [2021-01-21 00:03:50 main:574] : INFO : Epoch 1781 | loss: 0.0309178 | val_loss: 0.031279 | Time: 5059.59 ms [2021-01-21 00:03:55 main:574] : INFO : Epoch 1782 | loss: 0.0309034 | val_loss: 0.0312668 | Time: 5176.42 ms [2021-01-21 00:04:00 main:574] : INFO : Epoch 1783 | loss: 0.0309021 | val_loss: 0.0312782 | Time: 4997.93 ms [2021-01-21 00:04:05 main:574] : INFO : Epoch 1784 | loss: 0.0309142 | val_loss: 0.0312691 | Time: 5026.03 ms [2021-01-21 00:04:10 main:574] : INFO : Epoch 1785 | loss: 0.0309073 | val_loss: 0.031271 | Time: 4764.64 ms [2021-01-21 00:04:15 main:574] : INFO : Epoch 1786 | loss: 0.0309089 | val_loss: 0.0312761 | Time: 4965.12 ms [2021-01-21 00:04:20 main:574] : INFO : Epoch 1787 | loss: 0.0309091 | val_loss: 0.0312955 | Time: 5067.96 ms [2021-01-21 00:04:25 main:574] : INFO : Epoch 1788 | loss: 0.0309083 | val_loss: 0.0312469 | Time: 4937.5 ms [2021-01-21 00:04:30 main:574] : INFO : Epoch 1789 | loss: 0.0309073 | val_loss: 0.0312735 | Time: 5084.92 ms [2021-01-21 00:04:35 main:574] : INFO : Epoch 1790 | loss: 0.0308985 | val_loss: 0.0312825 | Time: 4760.33 ms [2021-01-21 00:04:40 main:574] : INFO : Epoch 1791 | loss: 0.0309101 | val_loss: 0.0312339 | Time: 5060.77 ms [2021-01-21 00:04:46 main:574] : INFO : Epoch 1792 | loss: 0.0309089 | val_loss: 0.0312534 | Time: 5200.95 ms [2021-01-21 00:04:51 main:574] : INFO : Epoch 1793 | loss: 0.0308937 | val_loss: 0.0312788 | Time: 4656.8 ms [2021-01-21 00:04:55 main:574] : INFO : Epoch 1794 | loss: 0.0309029 | val_loss: 0.0312684 | Time: 4815.94 ms [2021-01-21 00:05:00 main:574] : INFO : Epoch 1795 | loss: 0.0309089 | val_loss: 0.0312835 | Time: 4539.8 ms [2021-01-21 00:05:05 main:574] : INFO : Epoch 1796 | loss: 0.030925 | val_loss: 0.0312816 | Time: 5052.67 ms [2021-01-21 00:05:10 main:574] : INFO : Epoch 1797 | loss: 0.0309177 | val_loss: 0.0312543 | Time: 5001.15 ms [2021-01-21 00:05:15 main:574] : INFO : Epoch 1798 | loss: 0.03091 | val_loss: 0.0312539 | Time: 4949.72 ms [2021-01-21 00:05:21 main:574] : INFO : Epoch 1799 | loss: 0.0309 | val_loss: 0.0312569 | Time: 5266.57 ms [2021-01-21 00:05:26 main:574] : INFO : Epoch 1800 | loss: 0.0309051 | val_loss: 0.0312965 | Time: 4909.24 ms [2021-01-21 00:05:30 main:574] : INFO : Epoch 1801 | loss: 0.0309011 | val_loss: 0.0312691 | Time: 4485.1 ms [2021-01-21 00:05:35 main:574] : INFO : Epoch 1802 | loss: 0.0309108 | val_loss: 0.0312784 | Time: 5050.11 ms [2021-01-21 00:05:40 main:574] : INFO : Epoch 1803 | loss: 0.0309038 | val_loss: 0.0312716 | Time: 4584.98 ms [2021-01-21 00:05:45 main:574] : INFO : Epoch 1804 | loss: 0.0309077 | val_loss: 0.0312867 | Time: 4976.06 ms [2021-01-21 00:05:50 main:574] : INFO : Epoch 1805 | loss: 0.0309082 | val_loss: 0.0312578 | Time: 4678.46 ms [2021-01-21 00:05:55 main:574] : INFO : Epoch 1806 | loss: 0.0309114 | val_loss: 0.0312483 | Time: 5192.61 ms [2021-01-21 00:06:00 main:574] : INFO : Epoch 1807 | loss: 0.0309132 | val_loss: 0.0312578 | Time: 4552.97 ms [2021-01-21 00:06:05 main:574] : INFO : Epoch 1808 | loss: 0.0309101 | val_loss: 0.0312424 | Time: 5122.95 ms [2021-01-21 00:06:10 main:574] : INFO : Epoch 1809 | loss: 0.0309002 | val_loss: 0.0312527 | Time: 4868.04 ms [2021-01-21 00:06:15 main:574] : INFO : Epoch 1810 | loss: 0.0309004 | val_loss: 0.031274 | Time: 4888.85 ms [2021-01-21 00:06:20 main:574] : INFO : Epoch 1811 | loss: 0.0309015 | val_loss: 0.0312987 | Time: 4561.55 ms [2021-01-21 00:06:25 main:574] : INFO : Epoch 1812 | loss: 0.0309096 | val_loss: 0.0312656 | Time: 4934.92 ms [2021-01-21 00:06:30 main:574] : INFO : Epoch 1813 | loss: 0.0309034 | val_loss: 0.0312309 | Time: 4956.36 ms [2021-01-21 00:06:35 main:574] : INFO : Epoch 1814 | loss: 0.0309077 | val_loss: 0.0312704 | Time: 4702.14 ms [2021-01-21 00:06:40 main:574] : INFO : Epoch 1815 | loss: 0.0309097 | val_loss: 0.0312615 | Time: 4998.37 ms [2021-01-21 00:06:45 main:574] : INFO : Epoch 1816 | loss: 0.0309066 | val_loss: 0.0313011 | Time: 5071.76 ms [2021-01-21 00:06:50 main:574] : INFO : Epoch 1817 | loss: 0.0309164 | val_loss: 0.0312638 | Time: 5197.03 ms [2021-01-21 00:06:55 main:574] : INFO : Epoch 1818 | loss: 0.030915 | val_loss: 0.0312845 | Time: 4963.55 ms [2021-01-21 00:07:00 main:574] : INFO : Epoch 1819 | loss: 0.0309001 | val_loss: 0.031252 | Time: 4758.98 ms [2021-01-21 00:07:05 main:574] : INFO : Epoch 1820 | loss: 0.0309125 | val_loss: 0.0312578 | Time: 4954.85 ms [2021-01-21 00:07:10 main:574] : INFO : Epoch 1821 | loss: 0.0309212 | val_loss: 0.0312416 | Time: 4972.61 ms [2021-01-21 00:07:16 main:574] : INFO : Epoch 1822 | loss: 0.030906 | val_loss: 0.0312635 | Time: 5197.99 ms [2021-01-21 00:07:20 main:574] : INFO : Epoch 1823 | loss: 0.0309048 | val_loss: 0.0312979 | Time: 4568.04 ms [2021-01-21 00:07:25 main:574] : INFO : Epoch 1824 | loss: 0.0309218 | val_loss: 0.0312508 | Time: 5059.25 ms [2021-01-21 00:07:30 main:574] : INFO : Epoch 1825 | loss: 0.0309088 | val_loss: 0.0312472 | Time: 4948.75 ms [2021-01-21 00:07:35 main:574] : INFO : Epoch 1826 | loss: 0.0309173 | val_loss: 0.0312384 | Time: 4921.75 ms [2021-01-21 00:07:41 main:574] : INFO : Epoch 1827 | loss: 0.0309163 | val_loss: 0.0312636 | Time: 5035.21 ms [2021-01-21 00:07:45 main:574] : INFO : Epoch 1828 | loss: 0.0309182 | val_loss: 0.0312615 | Time: 4576.3 ms [2021-01-21 00:07:51 main:574] : INFO : Epoch 1829 | loss: 0.0309233 | val_loss: 0.0312799 | Time: 5116.03 ms [2021-01-21 00:07:56 main:574] : INFO : Epoch 1830 | loss: 0.0309247 | val_loss: 0.0312684 | Time: 5104.27 ms [2021-01-21 00:08:00 main:574] : INFO : Epoch 1831 | loss: 0.0309016 | val_loss: 0.031246 | Time: 4464.32 ms [2021-01-21 00:08:06 main:574] : INFO : Epoch 1832 | loss: 0.0309017 | val_loss: 0.0312684 | Time: 5167.57 ms [2021-01-21 00:08:10 main:574] : INFO : Epoch 1833 | loss: 0.0309076 | val_loss: 0.031256 | Time: 4757.04 ms [2021-01-21 00:08:16 main:574] : INFO : Epoch 1834 | loss: 0.0308987 | val_loss: 0.0312517 | Time: 5143.43 ms [2021-01-21 00:08:21 main:574] : INFO : Epoch 1835 | loss: 0.0309092 | val_loss: 0.0312624 | Time: 4875.71 ms [2021-01-21 00:08:26 main:574] : INFO : Epoch 1836 | loss: 0.0309144 | val_loss: 0.0312311 | Time: 4738.49 ms [2021-01-21 00:08:30 main:574] : INFO : Epoch 1837 | loss: 0.0309089 | val_loss: 0.03127 | Time: 4667.18 ms [2021-01-21 00:08:35 main:574] : INFO : Epoch 1838 | loss: 0.0309126 | val_loss: 0.0312519 | Time: 4451.38 ms [2021-01-21 00:08:40 main:574] : INFO : Epoch 1839 | loss: 0.0309076 | val_loss: 0.0312383 | Time: 5232.6 ms [2021-01-21 00:08:45 main:574] : INFO : Epoch 1840 | loss: 0.0309029 | val_loss: 0.0312588 | Time: 4842.33 ms [2021-01-21 00:08:50 main:574] : INFO : Epoch 1841 | loss: 0.0309084 | val_loss: 0.0312248 | Time: 4943.18 ms [2021-01-21 00:08:55 main:574] : INFO : Epoch 1842 | loss: 0.0309092 | val_loss: 0.0312726 | Time: 4743.87 ms [2021-01-21 00:09:00 main:574] : INFO : Epoch 1843 | loss: 0.0309079 | val_loss: 0.0312862 | Time: 4796.28 ms [2021-01-21 00:09:05 main:574] : INFO : Epoch 1844 | loss: 0.0309033 | val_loss: 0.0312602 | Time: 4949.53 ms [2021-01-21 00:09:10 main:574] : INFO : Epoch 1845 | loss: 0.030919 | val_loss: 0.0312609 | Time: 4601.04 ms [2021-01-21 00:09:15 main:574] : INFO : Epoch 1846 | loss: 0.0309247 | val_loss: 0.0312479 | Time: 4988.43 ms [2021-01-21 00:09:20 main:574] : INFO : Epoch 1847 | loss: 0.0309206 | val_loss: 0.0312692 | Time: 4814.85 ms [2021-01-21 00:09:25 main:574] : INFO : Epoch 1848 | loss: 0.0309157 | val_loss: 0.0312767 | Time: 4798.74 ms [2021-01-21 00:09:30 main:574] : INFO : Epoch 1849 | loss: 0.030914 | val_loss: 0.0312765 | Time: 4805.38 ms [2021-01-21 00:09:35 main:574] : INFO : Epoch 1850 | loss: 0.0309201 | val_loss: 0.0312858 | Time: 4895.96 ms [2021-01-21 00:09:40 main:574] : INFO : Epoch 1851 | loss: 0.0309284 | val_loss: 0.0312413 | Time: 4694.11 ms [2021-01-21 00:09:45 main:574] : INFO : Epoch 1852 | loss: 0.030927 | val_loss: 0.0312245 | Time: 5104.61 ms [2021-01-21 00:09:50 main:574] : INFO : Epoch 1853 | loss: 0.0309128 | val_loss: 0.0312641 | Time: 5018.73 ms [2021-01-21 00:09:55 main:574] : INFO : Epoch 1854 | loss: 0.0309039 | val_loss: 0.0312708 | Time: 4984.79 ms [2021-01-21 00:10:00 main:574] : INFO : Epoch 1855 | loss: 0.0309058 | val_loss: 0.0312498 | Time: 5018.17 ms [2021-01-21 00:10:05 main:574] : INFO : Epoch 1856 | loss: 0.0309015 | val_loss: 0.031287 | Time: 5090.65 ms [2021-01-21 00:10:10 main:574] : INFO : Epoch 1857 | loss: 0.0309048 | val_loss: 0.0312334 | Time: 4854.62 ms [2021-01-21 00:10:16 main:574] : INFO : Epoch 1858 | loss: 0.030906 | val_loss: 0.0312467 | Time: 5160.39 ms [2021-01-21 00:10:20 main:574] : INFO : Epoch 1859 | loss: 0.0309083 | val_loss: 0.0312693 | Time: 4484.94 ms [2021-01-21 00:10:25 main:574] : INFO : Epoch 1860 | loss: 0.0308991 | val_loss: 0.0312701 | Time: 4504.62 ms [2021-01-21 00:10:30 main:574] : INFO : Epoch 1861 | loss: 0.0308993 | val_loss: 0.0312708 | Time: 5075.64 ms [2021-01-21 00:10:35 main:574] : INFO : Epoch 1862 | loss: 0.0309085 | val_loss: 0.0312647 | Time: 4564.94 ms [2021-01-21 00:10:40 main:574] : INFO : Epoch 1863 | loss: 0.0309109 | val_loss: 0.0312526 | Time: 4985.93 ms [2021-01-21 00:10:45 main:574] : INFO : Epoch 1864 | loss: 0.0309152 | val_loss: 0.0312493 | Time: 4522.26 ms [2021-01-21 00:10:49 main:574] : INFO : Epoch 1865 | loss: 0.0309084 | val_loss: 0.0312595 | Time: 4377.7 ms [2021-01-21 00:10:54 main:574] : INFO : Epoch 1866 | loss: 0.0309026 | val_loss: 0.0312419 | Time: 5082.44 ms [2021-01-21 00:10:59 main:574] : INFO : Epoch 1867 | loss: 0.0309037 | val_loss: 0.031279 | Time: 4920.36 ms [2021-01-21 00:11:04 main:574] : INFO : Epoch 1868 | loss: 0.0309138 | val_loss: 0.0312742 | Time: 4602.02 ms [2021-01-21 00:11:09 main:574] : INFO : Epoch 1869 | loss: 0.0309133 | val_loss: 0.0312466 | Time: 5001.35 ms [2021-01-21 00:11:14 main:574] : INFO : Epoch 1870 | loss: 0.0309207 | val_loss: 0.0312344 | Time: 4588.99 ms [2021-01-21 00:11:19 main:574] : INFO : Epoch 1871 | loss: 0.0309182 | val_loss: 0.0312409 | Time: 5027.6 ms [2021-01-21 00:11:24 main:574] : INFO : Epoch 1872 | loss: 0.030913 | val_loss: 0.0312788 | Time: 4946.68 ms [2021-01-21 00:11:29 main:574] : INFO : Epoch 1873 | loss: 0.0309742 | val_loss: 0.0313201 | Time: 4654.94 ms [2021-01-21 00:11:34 main:574] : INFO : Epoch 1874 | loss: 0.0309862 | val_loss: 0.0312535 | Time: 5032.64 ms [2021-01-21 00:11:39 main:574] : INFO : Epoch 1875 | loss: 0.0309262 | val_loss: 0.0312418 | Time: 4903.44 ms [2021-01-21 00:11:44 main:574] : INFO : Epoch 1876 | loss: 0.0309077 | val_loss: 0.0312632 | Time: 4810.52 ms [2021-01-21 00:11:49 main:574] : INFO : Epoch 1877 | loss: 0.0309055 | val_loss: 0.0312665 | Time: 4871.69 ms [2021-01-21 00:11:54 main:574] : INFO : Epoch 1878 | loss: 0.0308978 | val_loss: 0.0312671 | Time: 4766.52 ms [2021-01-21 00:11:59 main:574] : INFO : Epoch 1879 | loss: 0.0309016 | val_loss: 0.0312621 | Time: 5009.81 ms [2021-01-21 00:12:04 main:574] : INFO : Epoch 1880 | loss: 0.0309042 | val_loss: 0.0312551 | Time: 4931.94 ms [2021-01-21 00:12:09 main:574] : INFO : Epoch 1881 | loss: 0.0309022 | val_loss: 0.0312641 | Time: 4883.65 ms [2021-01-21 00:12:14 main:574] : INFO : Epoch 1882 | loss: 0.0309117 | val_loss: 0.0312504 | Time: 5032.41 ms [2021-01-21 00:12:19 main:574] : INFO : Epoch 1883 | loss: 0.0309147 | val_loss: 0.0312883 | Time: 5024.81 ms [2021-01-21 00:12:24 main:574] : INFO : Epoch 1884 | loss: 0.0309005 | val_loss: 0.0312876 | Time: 4737.57 ms [2021-01-21 00:12:28 main:574] : INFO : Epoch 1885 | loss: 0.0309136 | val_loss: 0.0312717 | Time: 4543.47 ms [2021-01-21 00:12:34 main:574] : INFO : Epoch 1886 | loss: 0.0309416 | val_loss: 0.0312921 | Time: 5070.88 ms [2021-01-21 00:12:39 main:574] : INFO : Epoch 1887 | loss: 0.0309166 | val_loss: 0.031267 | Time: 4841.04 ms [2021-01-21 00:12:43 main:574] : INFO : Epoch 1888 | loss: 0.0309106 | val_loss: 0.0312415 | Time: 4823.44 ms [2021-01-21 00:12:49 main:574] : INFO : Epoch 1889 | loss: 0.030918 | val_loss: 0.0312421 | Time: 5048.05 ms [2021-01-21 00:12:54 main:574] : INFO : Epoch 1890 | loss: 0.0309063 | val_loss: 0.0312581 | Time: 5095.84 ms [2021-01-21 00:12:59 main:574] : INFO : Epoch 1891 | loss: 0.0309038 | val_loss: 0.031273 | Time: 4853.98 ms [2021-01-21 00:13:03 main:574] : INFO : Epoch 1892 | loss: 0.0308967 | val_loss: 0.0312889 | Time: 4595.59 ms [2021-01-21 00:13:09 main:574] : INFO : Epoch 1893 | loss: 0.030906 | val_loss: 0.0312367 | Time: 5109.32 ms [2021-01-21 00:13:14 main:574] : INFO : Epoch 1894 | loss: 0.0309194 | val_loss: 0.0312533 | Time: 4892.14 ms [2021-01-21 00:13:19 main:574] : INFO : Epoch 1895 | loss: 0.030907 | val_loss: 0.0313096 | Time: 4978.42 ms [2021-01-21 00:13:24 main:574] : INFO : Epoch 1896 | loss: 0.0309074 | val_loss: 0.0312555 | Time: 4859.81 ms [2021-01-21 00:13:28 main:574] : INFO : Epoch 1897 | loss: 0.030923 | val_loss: 0.0312189 | Time: 4595.88 ms [2021-01-21 00:13:33 main:574] : INFO : Epoch 1898 | loss: 0.0309742 | val_loss: 0.0312603 | Time: 4557.46 ms [2021-01-21 00:13:38 main:574] : INFO : Epoch 1899 | loss: 0.0309335 | val_loss: 0.0312399 | Time: 5211.58 ms [2021-01-21 00:13:43 main:574] : INFO : Epoch 1900 | loss: 0.0309178 | val_loss: 0.0312369 | Time: 5139.69 ms [2021-01-21 00:13:49 main:574] : INFO : Epoch 1901 | loss: 0.0309065 | val_loss: 0.0312739 | Time: 5033.19 ms [2021-01-21 00:13:54 main:574] : INFO : Epoch 1902 | loss: 0.0309031 | val_loss: 0.0312613 | Time: 4964.76 ms [2021-01-21 00:13:59 main:574] : INFO : Epoch 1903 | loss: 0.0309111 | val_loss: 0.0312521 | Time: 4761.04 ms [2021-01-21 00:14:03 main:574] : INFO : Epoch 1904 | loss: 0.0309087 | val_loss: 0.0312585 | Time: 4795.15 ms [2021-01-21 00:14:08 main:574] : INFO : Epoch 1905 | loss: 0.0309275 | val_loss: 0.0312349 | Time: 4970.3 ms [2021-01-21 00:14:14 main:574] : INFO : Epoch 1906 | loss: 0.0309127 | val_loss: 0.0312475 | Time: 5019.88 ms [2021-01-21 00:14:18 main:574] : INFO : Epoch 1907 | loss: 0.0309039 | val_loss: 0.0312625 | Time: 4767.47 ms [2021-01-21 00:14:24 main:574] : INFO : Epoch 1908 | loss: 0.0308998 | val_loss: 0.0312724 | Time: 5049.93 ms [2021-01-21 00:14:29 main:574] : INFO : Epoch 1909 | loss: 0.0309017 | val_loss: 0.0312472 | Time: 4941.35 ms [2021-01-21 00:14:34 main:574] : INFO : Epoch 1910 | loss: 0.0309032 | val_loss: 0.0312604 | Time: 4826.29 ms [2021-01-21 00:14:38 main:574] : INFO : Epoch 1911 | loss: 0.0309032 | val_loss: 0.0312631 | Time: 4790.93 ms [2021-01-21 00:14:44 main:574] : INFO : Epoch 1912 | loss: 0.0309043 | val_loss: 0.0312574 | Time: 5014.3 ms [2021-01-21 00:14:48 main:574] : INFO : Epoch 1913 | loss: 0.0309275 | val_loss: 0.0312589 | Time: 4587.42 ms [2021-01-21 00:14:53 main:574] : INFO : Epoch 1914 | loss: 0.0309143 | val_loss: 0.0312529 | Time: 4686.01 ms [2021-01-21 00:14:58 main:574] : INFO : Epoch 1915 | loss: 0.0309153 | val_loss: 0.031269 | Time: 4806.37 ms [2021-01-21 00:15:03 main:574] : INFO : Epoch 1916 | loss: 0.0309108 | val_loss: 0.0312722 | Time: 5108.55 ms [2021-01-21 00:15:08 main:574] : INFO : Epoch 1917 | loss: 0.0309095 | val_loss: 0.0312392 | Time: 4971.01 ms [2021-01-21 00:15:13 main:574] : INFO : Epoch 1918 | loss: 0.0309144 | val_loss: 0.0312494 | Time: 5000.44 ms [2021-01-21 00:15:18 main:574] : INFO : Epoch 1919 | loss: 0.0309103 | val_loss: 0.0312593 | Time: 4819.3 ms [2021-01-21 00:15:23 main:574] : INFO : Epoch 1920 | loss: 0.030907 | val_loss: 0.0312369 | Time: 4988.79 ms [2021-01-21 00:15:28 main:574] : INFO : Epoch 1921 | loss: 0.0309093 | val_loss: 0.0312526 | Time: 5101.14 ms [2021-01-21 00:15:33 main:574] : INFO : Epoch 1922 | loss: 0.0309023 | val_loss: 0.0312604 | Time: 4923.12 ms [2021-01-21 00:15:39 main:574] : INFO : Epoch 1923 | loss: 0.0309001 | val_loss: 0.0312493 | Time: 5119.11 ms [2021-01-21 00:15:44 main:574] : INFO : Epoch 1924 | loss: 0.0309063 | val_loss: 0.0312633 | Time: 4993.1 ms [2021-01-21 00:15:49 main:574] : INFO : Epoch 1925 | loss: 0.0309125 | val_loss: 0.0312772 | Time: 4944.51 ms [2021-01-21 00:15:54 main:574] : INFO : Epoch 1926 | loss: 0.0309243 | val_loss: 0.0312688 | Time: 4701.09 ms [2021-01-21 00:15:59 main:574] : INFO : Epoch 1927 | loss: 0.0309151 | val_loss: 0.0312238 | Time: 5070 ms [2021-01-21 00:16:04 main:574] : INFO : Epoch 1928 | loss: 0.0309091 | val_loss: 0.0312411 | Time: 4795.87 ms [2021-01-21 00:16:09 main:574] : INFO : Epoch 1929 | loss: 0.030911 | val_loss: 0.0312413 | Time: 5065.16 ms [2021-01-21 00:16:14 main:574] : INFO : Epoch 1930 | loss: 0.0309084 | val_loss: 0.0312721 | Time: 4862.15 ms [2021-01-21 00:16:19 main:574] : INFO : Epoch 1931 | loss: 0.0309175 | val_loss: 0.0312655 | Time: 4913.84 ms [2021-01-21 00:16:24 main:574] : INFO : Epoch 1932 | loss: 0.0309084 | val_loss: 0.0312461 | Time: 5021.49 ms [2021-01-21 00:16:29 main:574] : INFO : Epoch 1933 | loss: 0.0309043 | val_loss: 0.0312594 | Time: 5021.17 ms [2021-01-21 00:16:35 main:574] : INFO : Epoch 1934 | loss: 0.0309051 | val_loss: 0.0312593 | Time: 5064.38 ms [2021-01-21 00:16:39 main:574] : INFO : Epoch 1935 | loss: 0.0309175 | val_loss: 0.0312969 | Time: 4742.78 ms [2021-01-21 00:16:45 main:574] : INFO : Epoch 1936 | loss: 0.0309073 | val_loss: 0.0313004 | Time: 5026.85 ms [2021-01-21 00:16:50 main:574] : INFO : Epoch 1937 | loss: 0.0309046 | val_loss: 0.0312512 | Time: 4811.3 ms [2021-01-21 00:16:55 main:574] : INFO : Epoch 1938 | loss: 0.0309076 | val_loss: 0.0312844 | Time: 4770.75 ms [2021-01-21 00:16:59 main:574] : INFO : Epoch 1939 | loss: 0.0309107 | val_loss: 0.0312557 | Time: 4661.49 ms [2021-01-21 00:17:04 main:574] : INFO : Epoch 1940 | loss: 0.0309194 | val_loss: 0.031309 | Time: 4598.87 ms [2021-01-21 00:17:09 main:574] : INFO : Epoch 1941 | loss: 0.030921 | val_loss: 0.0312698 | Time: 4901.96 ms [2021-01-21 00:17:14 main:574] : INFO : Epoch 1942 | loss: 0.0309146 | val_loss: 0.0312721 | Time: 4449.69 ms [2021-01-21 00:17:19 main:574] : INFO : Epoch 1943 | loss: 0.0309059 | val_loss: 0.0312764 | Time: 4992.73 ms [2021-01-21 00:17:23 main:574] : INFO : Epoch 1944 | loss: 0.0309014 | val_loss: 0.0312637 | Time: 4683.48 ms [2021-01-21 00:17:28 main:574] : INFO : Epoch 1945 | loss: 0.0309016 | val_loss: 0.0312801 | Time: 4767.75 ms [2021-01-21 00:17:34 main:574] : INFO : Epoch 1946 | loss: 0.030899 | val_loss: 0.0312562 | Time: 5044.78 ms [2021-01-21 00:17:39 main:574] : INFO : Epoch 1947 | loss: 0.030905 | val_loss: 0.0312931 | Time: 5020.76 ms [2021-01-21 00:17:44 main:574] : INFO : Epoch 1948 | loss: 0.030904 | val_loss: 0.0312631 | Time: 4891.03 ms [2021-01-21 00:17:48 main:574] : INFO : Epoch 1949 | loss: 0.0309122 | val_loss: 0.0312703 | Time: 4424.37 ms [2021-01-21 00:17:53 main:574] : INFO : Epoch 1950 | loss: 0.0309196 | val_loss: 0.0312356 | Time: 5016.03 ms [2021-01-21 00:17:59 main:574] : INFO : Epoch 1951 | loss: 0.0309096 | val_loss: 0.0312697 | Time: 5004.03 ms [2021-01-21 00:18:03 main:574] : INFO : Epoch 1952 | loss: 0.0309019 | val_loss: 0.0312451 | Time: 4816.43 ms [2021-01-21 00:18:08 main:574] : INFO : Epoch 1953 | loss: 0.0309022 | val_loss: 0.03124 | Time: 4530.34 ms [2021-01-21 00:18:13 main:574] : INFO : Epoch 1954 | loss: 0.0309057 | val_loss: 0.0312438 | Time: 4800.71 ms [2021-01-21 00:18:18 main:574] : INFO : Epoch 1955 | loss: 0.0309037 | val_loss: 0.0312688 | Time: 4562.61 ms [2021-01-21 00:18:23 main:574] : INFO : Epoch 1956 | loss: 0.0309066 | val_loss: 0.0312927 | Time: 5071.45 ms [2021-01-21 00:18:28 main:574] : INFO : Epoch 1957 | loss: 0.0309037 | val_loss: 0.0312678 | Time: 4731.11 ms [2021-01-21 00:18:33 main:574] : INFO : Epoch 1958 | loss: 0.0309123 | val_loss: 0.0312569 | Time: 4645.57 ms [2021-01-21 00:18:37 main:574] : INFO : Epoch 1959 | loss: 0.0309054 | val_loss: 0.0312849 | Time: 4710.44 ms [2021-01-21 00:18:42 main:574] : INFO : Epoch 1960 | loss: 0.0309113 | val_loss: 0.0312441 | Time: 4994.94 ms [2021-01-21 00:18:47 main:574] : INFO : Epoch 1961 | loss: 0.030916 | val_loss: 0.0312478 | Time: 4865.44 ms [2021-01-21 00:18:53 main:574] : INFO : Epoch 1962 | loss: 0.0309234 | val_loss: 0.0312212 | Time: 5198.14 ms [2021-01-21 00:18:58 main:574] : INFO : Epoch 1963 | loss: 0.0309159 | val_loss: 0.0312436 | Time: 5124.32 ms [2021-01-21 00:19:03 main:574] : INFO : Epoch 1964 | loss: 0.0309164 | val_loss: 0.0312504 | Time: 4656.5 ms [2021-01-21 00:19:08 main:574] : INFO : Epoch 1965 | loss: 0.0309031 | val_loss: 0.0312667 | Time: 5024.83 ms [2021-01-21 00:19:13 main:574] : INFO : Epoch 1966 | loss: 0.0309179 | val_loss: 0.0312465 | Time: 4800.18 ms [2021-01-21 00:19:18 main:574] : INFO : Epoch 1967 | loss: 0.0309208 | val_loss: 0.0312302 | Time: 4996.07 ms [2021-01-21 00:19:23 main:574] : INFO : Epoch 1968 | loss: 0.0309097 | val_loss: 0.0312341 | Time: 4810.3 ms [2021-01-21 00:19:28 main:574] : INFO : Epoch 1969 | loss: 0.0309052 | val_loss: 0.03126 | Time: 4863.07 ms [2021-01-21 00:19:33 main:574] : INFO : Epoch 1970 | loss: 0.0308942 | val_loss: 0.0312668 | Time: 4975.26 ms [2021-01-21 00:19:38 main:574] : INFO : Epoch 1971 | loss: 0.0309003 | val_loss: 0.0313032 | Time: 5032.06 ms [2021-01-21 00:19:43 main:574] : INFO : Epoch 1972 | loss: 0.0309201 | val_loss: 0.0312623 | Time: 5004.97 ms [2021-01-21 00:19:48 main:574] : INFO : Epoch 1973 | loss: 0.0309202 | val_loss: 0.031234 | Time: 4995.37 ms [2021-01-21 00:19:53 main:574] : INFO : Epoch 1974 | loss: 0.0309168 | val_loss: 0.0312497 | Time: 4810.67 ms [2021-01-21 00:19:58 main:574] : INFO : Epoch 1975 | loss: 0.0309023 | val_loss: 0.0312344 | Time: 5091.86 ms [2021-01-21 00:20:03 main:574] : INFO : Epoch 1976 | loss: 0.0309048 | val_loss: 0.0312473 | Time: 4563.46 ms [2021-01-21 00:20:08 main:574] : INFO : Epoch 1977 | loss: 0.0309162 | val_loss: 0.0312478 | Time: 4809.82 ms [2021-01-21 00:20:13 main:574] : INFO : Epoch 1978 | loss: 0.0309099 | val_loss: 0.0312676 | Time: 5017.83 ms [2021-01-21 00:20:18 main:574] : INFO : Epoch 1979 | loss: 0.0309124 | val_loss: 0.0312846 | Time: 4600.73 ms [2021-01-21 00:20:22 main:574] : INFO : Epoch 1980 | loss: 0.030911 | val_loss: 0.0312707 | Time: 4658.35 ms [2021-01-21 00:20:27 main:574] : INFO : Epoch 1981 | loss: 0.0309212 | val_loss: 0.0312545 | Time: 4891.88 ms [2021-01-21 00:20:32 main:574] : INFO : Epoch 1982 | loss: 0.0309361 | val_loss: 0.0312665 | Time: 4742.73 ms [2021-01-21 00:20:37 main:574] : INFO : Epoch 1983 | loss: 0.0309141 | val_loss: 0.0312525 | Time: 5051.24 ms [2021-01-21 00:20:43 main:574] : INFO : Epoch 1984 | loss: 0.0309041 | val_loss: 0.031299 | Time: 5152.85 ms [2021-01-21 00:20:48 main:574] : INFO : Epoch 1985 | loss: 0.0310131 | val_loss: 0.0311784 | Time: 4821.08 ms [2021-01-21 00:20:52 main:574] : INFO : Epoch 1986 | loss: 0.0311359 | val_loss: 0.0311521 | Time: 4418.95 ms [2021-01-21 00:20:57 main:574] : INFO : Epoch 1987 | loss: 0.0311061 | val_loss: 0.0311358 | Time: 5023.5 ms [2021-01-21 00:21:02 main:574] : INFO : Epoch 1988 | loss: 0.0310951 | val_loss: 0.0311253 | Time: 4548.61 ms [2021-01-21 00:21:07 main:574] : INFO : Epoch 1989 | loss: 0.0310809 | val_loss: 0.0311227 | Time: 5014.05 ms [2021-01-21 00:21:12 main:574] : INFO : Epoch 1990 | loss: 0.0310745 | val_loss: 0.0311196 | Time: 4487.15 ms [2021-01-21 00:21:17 main:574] : INFO : Epoch 1991 | loss: 0.0310703 | val_loss: 0.0311231 | Time: 4869.29 ms [2021-01-21 00:21:21 main:574] : INFO : Epoch 1992 | loss: 0.031065 | val_loss: 0.0311205 | Time: 4553.71 ms [2021-01-21 00:21:27 main:574] : INFO : Epoch 1993 | loss: 0.0310609 | val_loss: 0.0311227 | Time: 5097.49 ms [2021-01-21 00:21:32 main:574] : INFO : Epoch 1994 | loss: 0.0310588 | val_loss: 0.0311253 | Time: 5182.45 ms [2021-01-21 00:21:37 main:574] : INFO : Epoch 1995 | loss: 0.0310554 | val_loss: 0.0311244 | Time: 4473.62 ms [2021-01-21 00:21:42 main:574] : INFO : Epoch 1996 | loss: 0.0310533 | val_loss: 0.0311218 | Time: 5198.58 ms [2021-01-21 00:21:47 main:574] : INFO : Epoch 1997 | loss: 0.0310502 | val_loss: 0.0311276 | Time: 5048.93 ms [2021-01-21 00:21:52 main:574] : INFO : Epoch 1998 | loss: 0.0310473 | val_loss: 0.0311245 | Time: 5140.74 ms [2021-01-21 00:21:57 main:574] : INFO : Epoch 1999 | loss: 0.0310475 | val_loss: 0.0311303 | Time: 4737.41 ms [2021-01-21 00:22:02 main:574] : INFO : Epoch 2000 | loss: 0.0310453 | val_loss: 0.031136 | Time: 5093.35 ms [2021-01-21 00:22:07 main:574] : INFO : Epoch 2001 | loss: 0.0310452 | val_loss: 0.031136 | Time: 4949.81 ms [2021-01-21 00:22:12 main:574] : INFO : Epoch 2002 | loss: 0.0310444 | val_loss: 0.0311377 | Time: 4774.6 ms [2021-01-21 00:22:17 main:574] : INFO : Epoch 2003 | loss: 0.0310407 | val_loss: 0.0311383 | Time: 5070.19 ms [2021-01-21 00:22:22 main:574] : INFO : Epoch 2004 | loss: 0.0310338 | val_loss: 0.0311428 | Time: 4748.87 ms [2021-01-21 00:22:27 main:574] : INFO : Epoch 2005 | loss: 0.0310303 | val_loss: 0.03115 | Time: 4642.69 ms [2021-01-21 00:22:32 main:574] : INFO : Epoch 2006 | loss: 0.0310282 | val_loss: 0.0311499 | Time: 4873.33 ms [2021-01-21 00:22:37 main:574] : INFO : Epoch 2007 | loss: 0.0310253 | val_loss: 0.031153 | Time: 4714.91 ms [2021-01-21 00:22:42 main:574] : INFO : Epoch 2008 | loss: 0.0310245 | val_loss: 0.0311522 | Time: 4974.97 ms [2021-01-21 00:22:47 main:574] : INFO : Epoch 2009 | loss: 0.0310217 | val_loss: 0.0311475 | Time: 5038.45 ms [2021-01-21 00:22:52 main:574] : INFO : Epoch 2010 | loss: 0.031021 | val_loss: 0.0311575 | Time: 4597.24 ms [2021-01-21 00:22:57 main:574] : INFO : Epoch 2011 | loss: 0.0310184 | val_loss: 0.0311468 | Time: 5009.1 ms [2021-01-21 00:23:02 main:574] : INFO : Epoch 2012 | loss: 0.0310166 | val_loss: 0.0311462 | Time: 4920.68 ms [2021-01-21 00:23:07 main:574] : INFO : Epoch 2013 | loss: 0.0310168 | val_loss: 0.0311607 | Time: 4952.48 ms [2021-01-21 00:23:12 main:574] : INFO : Epoch 2014 | loss: 0.0310124 | val_loss: 0.0311479 | Time: 4842.58 ms [2021-01-21 00:23:17 main:574] : INFO : Epoch 2015 | loss: 0.031011 | val_loss: 0.0311709 | Time: 5090.86 ms [2021-01-21 00:23:22 main:574] : INFO : Epoch 2016 | loss: 0.0310115 | val_loss: 0.0311678 | Time: 4683.15 ms [2021-01-21 00:23:26 main:574] : INFO : Epoch 2017 | loss: 0.0310067 | val_loss: 0.0311542 | Time: 4599.42 ms [2021-01-21 00:23:31 main:574] : INFO : Epoch 2018 | loss: 0.0310043 | val_loss: 0.0311515 | Time: 5055.86 ms [2021-01-21 00:23:37 main:574] : INFO : Epoch 2019 | loss: 0.031002 | val_loss: 0.0311705 | Time: 5035.83 ms [2021-01-21 00:23:42 main:574] : INFO : Epoch 2020 | loss: 0.0310002 | val_loss: 0.0311661 | Time: 4846.35 ms [2021-01-21 00:23:46 main:574] : INFO : Epoch 2021 | loss: 0.0309977 | val_loss: 0.0311716 | Time: 4693.75 ms [2021-01-21 00:23:52 main:574] : INFO : Epoch 2022 | loss: 0.0309992 | val_loss: 0.0311664 | Time: 5120.83 ms [2021-01-21 00:23:57 main:574] : INFO : Epoch 2023 | loss: 0.0309946 | val_loss: 0.0311682 | Time: 5296.92 ms [2021-01-21 00:24:02 main:574] : INFO : Epoch 2024 | loss: 0.0309913 | val_loss: 0.0311725 | Time: 4984.3 ms [2021-01-21 00:24:07 main:574] : INFO : Epoch 2025 | loss: 0.0309893 | val_loss: 0.0311732 | Time: 4501.8 ms [2021-01-21 00:24:12 main:574] : INFO : Epoch 2026 | loss: 0.0309901 | val_loss: 0.0311668 | Time: 4928.98 ms [2021-01-21 00:24:17 main:574] : INFO : Epoch 2027 | loss: 0.0309912 | val_loss: 0.0311801 | Time: 4917.62 ms [2021-01-21 00:24:22 main:574] : INFO : Epoch 2028 | loss: 0.0309912 | val_loss: 0.0311842 | Time: 4735.9 ms [2021-01-21 00:24:27 main:574] : INFO : Epoch 2029 | loss: 0.0309885 | val_loss: 0.0311753 | Time: 4829.08 ms [2021-01-21 00:24:32 main:574] : INFO : Epoch 2030 | loss: 0.030988 | val_loss: 0.0311711 | Time: 4916.13 ms [2021-01-21 00:24:37 main:574] : INFO : Epoch 2031 | loss: 0.0309926 | val_loss: 0.0311839 | Time: 4794.16 ms [2021-01-21 00:24:42 main:574] : INFO : Epoch 2032 | loss: 0.0309867 | val_loss: 0.0311771 | Time: 5091.69 ms [2021-01-21 00:24:47 main:574] : INFO : Epoch 2033 | loss: 0.030982 | val_loss: 0.0311918 | Time: 4516.32 ms [2021-01-21 00:24:51 main:574] : INFO : Epoch 2034 | loss: 0.0309795 | val_loss: 0.0311951 | Time: 4372.34 ms [2021-01-21 00:24:56 main:574] : INFO : Epoch 2035 | loss: 0.0309814 | val_loss: 0.0311788 | Time: 4453.25 ms [2021-01-21 00:25:01 main:574] : INFO : Epoch 2036 | loss: 0.0309779 | val_loss: 0.031176 | Time: 5105.3 ms [2021-01-21 00:25:05 main:574] : INFO : Epoch 2037 | loss: 0.0309796 | val_loss: 0.0311868 | Time: 4408.39 ms [2021-01-21 00:25:10 main:574] : INFO : Epoch 2038 | loss: 0.0309725 | val_loss: 0.0311862 | Time: 4736.32 ms [2021-01-21 00:25:15 main:574] : INFO : Epoch 2039 | loss: 0.0309761 | val_loss: 0.0311964 | Time: 4706.35 ms [2021-01-21 00:25:20 main:574] : INFO : Epoch 2040 | loss: 0.0309799 | val_loss: 0.0311846 | Time: 4526.76 ms [2021-01-21 00:25:24 main:574] : INFO : Epoch 2041 | loss: 0.0309791 | val_loss: 0.0311694 | Time: 4521.49 ms [2021-01-21 00:25:29 main:574] : INFO : Epoch 2042 | loss: 0.0309769 | val_loss: 0.0311863 | Time: 4949.34 ms [2021-01-21 00:25:35 main:574] : INFO : Epoch 2043 | loss: 0.0309786 | val_loss: 0.0311932 | Time: 5100.79 ms [2021-01-21 00:25:40 main:574] : INFO : Epoch 2044 | loss: 0.0309794 | val_loss: 0.0311949 | Time: 5035.61 ms [2021-01-21 00:25:45 main:574] : INFO : Epoch 2045 | loss: 0.030977 | val_loss: 0.0312008 | Time: 5077.11 ms [2021-01-21 00:25:50 main:574] : INFO : Epoch 2046 | loss: 0.0309778 | val_loss: 0.0312003 | Time: 4966.83 ms [2021-01-21 00:25:55 main:574] : INFO : Epoch 2047 | loss: 0.0309767 | val_loss: 0.0311847 | Time: 5050.68 ms [2021-01-21 00:26:00 main:574] : INFO : Epoch 2048 | loss: 0.0309741 | val_loss: 0.0311955 | Time: 5089.35 ms [2021-01-21 00:26:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311955 [2021-01-21 00:26:01 main:603] : INFO : Saving end state to config to file [2021-01-21 00:26:01 main:608] : INFO : Success, exiting.. 00:26:01 (2720): 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)