Task 6086607
| Name | ParityMachine-1627359965-30982-0_0 |
| Workunit | 3886086 |
| Created | 27 Jul 2021, 4:26:09 UTC |
| Sent | 27 Jul 2021, 5:11:03 UTC |
| Report deadline | 4 Aug 2021, 5:11:03 UTC |
| Received | 11 Aug 2021, 5:00:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6399 |
| Run time | 5 hours 29 min 35 sec |
| CPU time | 1 hours 51 min 25 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 1,131.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 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: 0.0310536 | val_loss: 0.0312528 | Time: 5127.39 ms
[2021-07-27 11:00:42 main:574] : INFO : Epoch 1543 | loss: 0.031123 | val_loss: 0.0313832 | Time: 4837.48 ms
[2021-07-27 11:00:47 main:574] : INFO : Epoch 1544 | loss: 0.0311473 | val_loss: 0.0312852 | Time: 5108.69 ms
[2021-07-27 11:00:52 main:574] : INFO : Epoch 1545 | loss: 0.0310557 | val_loss: 0.0312454 | Time: 4990.27 ms
[2021-07-27 11:00:57 main:574] : INFO : Epoch 1546 | loss: 0.0310253 | val_loss: 0.0312496 | Time: 5133.64 ms
[2021-07-27 11:01:02 main:574] : INFO : Epoch 1547 | loss: 0.0310275 | val_loss: 0.0312436 | Time: 5017.76 ms
[2021-07-27 11:01:07 main:574] : INFO : Epoch 1548 | loss: 0.0310279 | val_loss: 0.0312588 | Time: 5182.53 ms
[2021-07-27 11:01:12 main:574] : INFO : Epoch 1549 | loss: 0.0310212 | val_loss: 0.0312516 | Time: 4895.12 ms
[2021-07-27 11:01:17 main:574] : INFO : Epoch 1550 | loss: 0.0310233 | val_loss: 0.0312321 | Time: 5044.05 ms
[2021-07-27 11:01:22 main:574] : INFO : Epoch 1551 | loss: 0.0310206 | val_loss: 0.0312454 | Time: 4827.19 ms
[2021-07-27 11:01:27 main:574] : INFO : Epoch 1552 | loss: 0.0310164 | val_loss: 0.0312556 | Time: 5098.46 ms
[2021-07-27 11:01:32 main:574] : INFO : Epoch 1553 | loss: 0.0310227 | val_loss: 0.0312486 | Time: 4821.32 ms
[2021-07-27 11:01:37 main:574] : INFO : Epoch 1554 | loss: 0.0310201 | val_loss: 0.0312433 | Time: 5119.97 ms
[2021-07-27 11:01:42 main:574] : INFO : Epoch 1555 | loss: 0.0310158 | val_loss: 0.0312562 | Time: 4911.76 ms
[2021-07-27 11:01:47 main:574] : INFO : Epoch 1556 | loss: 0.0310219 | val_loss: 0.0312431 | Time: 5161.91 ms
[2021-07-27 11:01:52 main:574] : INFO : Epoch 1557 | loss: 0.0310279 | val_loss: 0.0312431 | Time: 4906.74 ms
[2021-07-27 11:01:58 main:574] : INFO : Epoch 1558 | loss: 0.0310173 | val_loss: 0.0312535 | Time: 5322.08 ms
[2021-07-27 11:02:03 main:574] : INFO : Epoch 1559 | loss: 0.0310194 | val_loss: 0.0312631 | Time: 5029.84 ms
[2021-07-27 11:02:08 main:574] : INFO : Epoch 1560 | loss: 0.0310163 | val_loss: 0.0312378 | Time: 4896.22 ms
[2021-07-27 11:02:12 main:574] : INFO : Epoch 1561 | loss: 0.031017 | val_loss: 0.0312565 | Time: 4785.83 ms
[2021-07-27 11:02:18 main:574] : INFO : Epoch 1562 | loss: 0.0310095 | val_loss: 0.0312363 | Time: 4882.74 ms
[2021-07-27 11:02:23 main:574] : INFO : Epoch 1563 | loss: 0.0310177 | val_loss: 0.0312457 | Time: 5032.06 ms
[2021-07-27 11:02:28 main:574] : INFO : Epoch 1564 | loss: 0.0310196 | val_loss: 0.0312546 | Time: 4959.04 ms
[2021-07-27 11:02:33 main:574] : INFO : Epoch 1565 | loss: 0.0310306 | val_loss: 0.03124 | Time: 5204.44 ms
[2021-07-27 11:02:38 main:574] : INFO : Epoch 1566 | loss: 0.0310293 | val_loss: 0.0312536 | Time: 5203.27 ms
[2021-07-27 11:02:43 main:574] : INFO : Epoch 1567 | loss: 0.0310232 | val_loss: 0.0312276 | Time: 5168.9 ms
[2021-07-27 11:02:48 main:574] : INFO : Epoch 1568 | loss: 0.031021 | val_loss: 0.0312563 | Time: 5105.03 ms
[2021-07-27 11:02:54 main:574] : INFO : Epoch 1569 | loss: 0.0310166 | val_loss: 0.0312405 | Time: 5287.61 ms
[2021-07-27 11:02:59 main:574] : INFO : Epoch 1570 | loss: 0.0310198 | val_loss: 0.0312438 | Time: 4799.22 ms
[2021-07-27 11:03:04 main:574] : INFO : Epoch 1571 | loss: 0.0310263 | val_loss: 0.0312439 | Time: 5129.01 ms
[2021-07-27 11:03:09 main:574] : INFO : Epoch 1572 | loss: 0.0310484 | val_loss: 0.0312345 | Time: 4912.61 ms
[2021-07-27 11:03:14 main:574] : INFO : Epoch 1573 | loss: 0.0310331 | val_loss: 0.0312526 | Time: 5187.5 ms
[2021-07-27 11:03:19 main:574] : INFO : Epoch 1574 | loss: 0.0310275 | val_loss: 0.0312619 | Time: 4942.27 ms
[2021-07-27 11:03:24 main:574] : INFO : Epoch 1575 | loss: 0.0310183 | val_loss: 0.0312582 | Time: 5170.24 ms
[2021-07-27 11:03:30 main:574] : INFO : Epoch 1576 | loss: 0.0310197 | val_loss: 0.0312448 | Time: 6212.58 ms
[2021-07-27 11:03:35 main:574] : INFO : Epoch 1577 | loss: 0.031019 | val_loss: 0.0312593 | Time: 5169.86 ms
[2021-07-27 11:03:40 main:574] : INFO : Epoch 1578 | loss: 0.0310216 | val_loss: 0.0312611 | Time: 4974.82 ms
[2021-07-27 11:03:46 main:574] : INFO : Epoch 1579 | loss: 0.0310126 | val_loss: 0.0312349 | Time: 5157 ms
[2021-07-27 11:03:51 main:574] : INFO : Epoch 1580 | loss: 0.0310173 | val_loss: 0.0312519 | Time: 4952.23 ms
[2021-07-27 11:03:56 main:574] : INFO : Epoch 1581 | loss: 0.031014 | val_loss: 0.031241 | Time: 5334.01 ms
[2021-07-27 11:04:01 main:574] : INFO : Epoch 1582 | loss: 0.0310105 | val_loss: 0.0312604 | Time: 4904.07 ms
[2021-07-27 11:04:06 main:574] : INFO : Epoch 1583 | loss: 0.031015 | val_loss: 0.0312512 | Time: 5114.94 ms
[2021-07-27 11:04:11 main:574] : INFO : Epoch 1584 | loss: 0.0310053 | val_loss: 0.0312509 | Time: 4906.93 ms
[2021-07-27 11:04:16 main:574] : INFO : Epoch 1585 | loss: 0.0310115 | val_loss: 0.0312428 | Time: 5174.41 ms
[2021-07-27 11:04:21 main:574] : INFO : Epoch 1586 | loss: 0.0310144 | val_loss: 0.0312538 | Time: 5016.55 ms
[2021-07-27 11:04:26 main:574] : INFO : Epoch 1587 | loss: 0.031033 | val_loss: 0.0312409 | Time: 5275.18 ms
[2021-07-27 11:04:31 main:574] : INFO : Epoch 1588 | loss: 0.0310407 | val_loss: 0.0312573 | Time: 4899.72 ms
[2021-07-27 11:04:37 main:574] : INFO : Epoch 1589 | loss: 0.031032 | val_loss: 0.0312289 | Time: 5237.86 ms
[2021-07-27 11:04:41 main:574] : INFO : Epoch 1590 | loss: 0.031019 | val_loss: 0.0312338 | Time: 4842.73 ms
[2021-07-27 11:04:47 main:574] : INFO : Epoch 1591 | loss: 0.0310199 | val_loss: 0.0312387 | Time: 5052.5 ms
[2021-07-27 11:04:51 main:574] : INFO : Epoch 1592 | loss: 0.0310173 | val_loss: 0.031238 | Time: 4874.41 ms
[2021-07-27 11:04:57 main:574] : INFO : Epoch 1593 | loss: 0.0310143 | val_loss: 0.0312409 | Time: 5127.65 ms
[2021-07-27 11:05:02 main:574] : INFO : Epoch 1594 | loss: 0.0310147 | val_loss: 0.0312206 | Time: 5004.53 ms
[2021-07-27 11:05:07 main:574] : INFO : Epoch 1595 | loss: 0.0310309 | val_loss: 0.0312434 | Time: 5104.23 ms
[2021-07-27 11:05:12 main:574] : INFO : Epoch 1596 | loss: 0.0310362 | val_loss: 0.0312608 | Time: 4935.13 ms
[2021-07-27 11:05:17 main:574] : INFO : Epoch 1597 | loss: 0.0310206 | val_loss: 0.0312348 | Time: 5248.05 ms
[2021-07-27 11:05:22 main:574] : INFO : Epoch 1598 | loss: 0.0310086 | val_loss: 0.031252 | Time: 4830.14 ms
[2021-07-27 11:05:27 main:574] : INFO : Epoch 1599 | loss: 0.0310049 | val_loss: 0.0312588 | Time: 5644.7 ms
[2021-07-27 11:05:34 main:574] : INFO : Epoch 1600 | loss: 0.0310137 | val_loss: 0.0312526 | Time: 6267.35 ms
[2021-07-27 11:05:39 main:574] : INFO : Epoch 1601 | loss: 0.0310201 | val_loss: 0.0312373 | Time: 4952.82 ms
[2021-07-27 11:05:44 main:574] : INFO : Epoch 1602 | loss: 0.0310195 | val_loss: 0.0312348 | Time: 5132.81 ms
[2021-07-27 11:05:49 main:574] : INFO : Epoch 1603 | loss: 0.0310132 | val_loss: 0.0312703 | Time: 5200.78 ms
[2021-07-27 11:05:54 main:574] : INFO : Epoch 1604 | loss: 0.0310071 | val_loss: 0.0312505 | Time: 5083.59 ms
[2021-07-27 11:05:59 main:574] : INFO : Epoch 1605 | loss: 0.0310178 | val_loss: 0.0312337 | Time: 4906.09 ms
[2021-07-27 11:06:04 main:574] : INFO : Epoch 1606 | loss: 0.0310269 | val_loss: 0.0312596 | Time: 5206.76 ms
[2021-07-27 11:06:09 main:574] : INFO : Epoch 1607 | loss: 0.0310365 | val_loss: 0.0312311 | Time: 4874.59 ms
[2021-07-27 11:06:14 main:574] : INFO : Epoch 1608 | loss: 0.031045 | val_loss: 0.0311963 | Time: 5135.04 ms
[2021-07-27 11:06:19 main:574] : INFO : Epoch 1609 | loss: 0.0310342 | val_loss: 0.0312593 | Time: 4903.34 ms
[2021-07-27 11:06:24 main:574] : INFO : Epoch 1610 | loss: 0.0310244 | val_loss: 0.0312621 | Time: 5039.9 ms
[2021-07-27 11:06:29 main:574] : INFO : Epoch 1611 | loss: 0.0310177 | val_loss: 0.0312456 | Time: 5005.95 ms
[2021-07-27 11:06:34 main:574] : INFO : Epoch 1612 | loss: 0.0310107 | val_loss: 0.0312585 | Time: 5012.3 ms
[2021-07-27 11:06:39 main:574] : INFO : Epoch 1613 | loss: 0.0310194 | val_loss: 0.031289 | Time: 4961.44 ms
[2021-07-27 11:06:45 main:574] : INFO : Epoch 1614 | loss: 0.0310142 | val_loss: 0.0312526 | Time: 5090.96 ms
[2021-07-27 11:06:49 main:574] : INFO : Epoch 1615 | loss: 0.0310233 | val_loss: 0.031242 | Time: 4836.98 ms
[2021-07-27 11:06:55 main:574] : INFO : Epoch 1616 | loss: 0.0310288 | val_loss: 0.0312303 | Time: 5146.32 ms
[2021-07-27 11:07:00 main:574] : INFO : Epoch 1617 | loss: 0.0310157 | val_loss: 0.0312686 | Time: 5084.16 ms
[2021-07-27 11:07:05 main:574] : INFO : Epoch 1618 | loss: 0.0310125 | val_loss: 0.0312482 | Time: 5135.81 ms
[2021-07-27 11:07:10 main:574] : INFO : Epoch 1619 | loss: 0.0310118 | val_loss: 0.031258 | Time: 5054.82 ms
[2021-07-27 11:07:15 main:574] : INFO : Epoch 1620 | loss: 0.0310185 | val_loss: 0.0312368 | Time: 5233.55 ms
[2021-07-27 11:07:20 main:574] : INFO : Epoch 1621 | loss: 0.0310162 | val_loss: 0.0312402 | Time: 4923.81 ms
[2021-07-27 11:07:25 main:574] : INFO : Epoch 1622 | loss: 0.0310237 | val_loss: 0.0312403 | Time: 5001.61 ms
[2021-07-27 11:07:30 main:574] : INFO : Epoch 1623 | loss: 0.0310216 | val_loss: 0.031285 | Time: 4939.94 ms
[2021-07-27 11:07:35 main:574] : INFO : Epoch 1624 | loss: 0.0310235 | val_loss: 0.0312608 | Time: 4977.26 ms
[2021-07-27 11:07:40 main:574] : INFO : Epoch 1625 | loss: 0.0310165 | val_loss: 0.0312381 | Time: 5087.49 ms
[2021-07-27 11:07:45 main:574] : INFO : Epoch 1626 | loss: 0.031021 | val_loss: 0.0312174 | Time: 5109.75 ms
[2021-07-27 11:07:50 main:574] : INFO : Epoch 1627 | loss: 0.0310124 | val_loss: 0.0312471 | Time: 5030.91 ms
[2021-07-27 11:07:55 main:574] : INFO : Epoch 1628 | loss: 0.0310092 | val_loss: 0.0312632 | Time: 4930.7 ms
[2021-07-27 11:08:00 main:574] : INFO : Epoch 1629 | loss: 0.031008 | val_loss: 0.0312487 | Time: 4963.33 ms
[2021-07-27 11:08:05 main:574] : INFO : Epoch 1630 | loss: 0.0310152 | val_loss: 0.0312503 | Time: 4990.67 ms
[2021-07-27 11:08:10 main:574] : INFO : Epoch 1631 | loss: 0.0310162 | val_loss: 0.0312368 | Time: 4885.58 ms
[2021-07-27 11:08:15 main:574] : INFO : Epoch 1632 | loss: 0.0310161 | val_loss: 0.0312522 | Time: 5201.74 ms
[2021-07-27 11:08:20 main:574] : INFO : Epoch 1633 | loss: 0.031013 | val_loss: 0.031254 | Time: 4782.05 ms
[2021-07-27 11:08:25 main:574] : INFO : Epoch 1634 | loss: 0.031019 | val_loss: 0.0312562 | Time: 5011.62 ms
[2021-07-27 11:08:30 main:574] : INFO : Epoch 1635 | loss: 0.0310263 | val_loss: 0.0312484 | Time: 4837.34 ms
[2021-07-27 11:08:35 main:574] : INFO : Epoch 1636 | loss: 0.0310208 | val_loss: 0.0312825 | Time: 5003.08 ms
[2021-07-27 11:08:40 main:574] : INFO : Epoch 1637 | loss: 0.0310183 | val_loss: 0.0312424 | Time: 4970.65 ms
[2021-07-27 11:08:46 main:574] : INFO : Epoch 1638 | loss: 0.0310198 | val_loss: 0.0312488 | Time: 5273.64 ms
[2021-07-27 11:08:50 main:574] : INFO : Epoch 1639 | loss: 0.031015 | val_loss: 0.0312438 | Time: 4903.87 ms
[2021-07-27 11:08:56 main:574] : INFO : Epoch 1640 | loss: 0.0310116 | val_loss: 0.0312413 | Time: 5058.24 ms
[2021-07-27 11:09:01 main:574] : INFO : Epoch 1641 | loss: 0.0310063 | val_loss: 0.0312498 | Time: 5059.62 ms
[2021-07-27 11:09:06 main:574] : INFO : Epoch 1642 | loss: 0.0310102 | val_loss: 0.0312472 | Time: 5099.76 ms
[2021-07-27 11:09:11 main:574] : INFO : Epoch 1643 | loss: 0.031027 | val_loss: 0.031226 | Time: 5043.74 ms
[2021-07-27 11:09:16 main:574] : INFO : Epoch 1644 | loss: 0.0310195 | val_loss: 0.031229 | Time: 5438.16 ms
[2021-07-27 11:09:22 main:574] : INFO : Epoch 1645 | loss: 0.0310377 | val_loss: 0.0311862 | Time: 5449.44 ms
[2021-07-27 11:09:27 main:574] : INFO : Epoch 1646 | loss: 0.0311813 | val_loss: 0.0311789 | Time: 5216.5 ms
[2021-07-27 11:09:32 main:574] : INFO : Epoch 1647 | loss: 0.0311733 | val_loss: 0.0311709 | Time: 4841.88 ms
[2021-07-27 11:09:37 main:574] : INFO : Epoch 1648 | loss: 0.0311662 | val_loss: 0.0311675 | Time: 5129.05 ms
[2021-07-27 11:09:42 main:574] : INFO : Epoch 1649 | loss: 0.0311613 | val_loss: 0.0311666 | Time: 5007.83 ms
[2021-07-27 11:09:47 main:574] : INFO : Epoch 1650 | loss: 0.0311609 | val_loss: 0.0311658 | Time: 5142.09 ms
[2021-07-27 11:09:52 main:574] : INFO : Epoch 1651 | loss: 0.0311561 | val_loss: 0.031161 | Time: 4865.28 ms
[2021-07-27 11:09:57 main:574] : INFO : Epoch 1652 | loss: 0.0311517 | val_loss: 0.0311608 | Time: 5140.35 ms
[2021-07-27 11:10:02 main:574] : INFO : Epoch 1653 | loss: 0.0311488 | val_loss: 0.0311609 | Time: 4962.64 ms
[2021-07-27 11:10:08 main:574] : INFO : Epoch 1654 | loss: 0.0311467 | val_loss: 0.0311604 | Time: 5162.79 ms
[2021-07-27 11:10:12 main:574] : INFO : Epoch 1655 | loss: 0.0311441 | val_loss: 0.0311602 | Time: 4901.16 ms
[2021-07-27 11:10:18 main:574] : INFO : Epoch 1656 | loss: 0.0311432 | val_loss: 0.0311635 | Time: 5198.92 ms
[2021-07-27 11:10:23 main:574] : INFO : Epoch 1657 | loss: 0.0311427 | val_loss: 0.0311616 | Time: 5010.43 ms
[2021-07-27 11:10:28 main:574] : INFO : Epoch 1658 | loss: 0.0311397 | val_loss: 0.0311606 | Time: 5048.93 ms
[2021-07-27 11:10:33 main:574] : INFO : Epoch 1659 | loss: 0.0311392 | val_loss: 0.0311608 | Time: 4927.25 ms
[2021-07-27 11:10:38 main:574] : INFO : Epoch 1660 | loss: 0.0311387 | val_loss: 0.0311589 | Time: 5253.99 ms
[2021-07-27 11:10:43 main:574] : INFO : Epoch 1661 | loss: 0.0311384 | val_loss: 0.031164 | Time: 5305.08 ms
[2021-07-27 11:10:48 main:574] : INFO : Epoch 1662 | loss: 0.0311362 | val_loss: 0.0311602 | Time: 4944.05 ms
[2021-07-27 11:10:53 main:574] : INFO : Epoch 1663 | loss: 0.0311353 | val_loss: 0.0311615 | Time: 5149.31 ms
[2021-07-27 11:10:58 main:574] : INFO : Epoch 1664 | loss: 0.0311341 | val_loss: 0.0311608 | Time: 4960.26 ms
[2021-07-27 11:11:04 main:574] : INFO : Epoch 1665 | loss: 0.031134 | val_loss: 0.0311614 | Time: 5221.52 ms
[2021-07-27 11:11:09 main:574] : INFO : Epoch 1666 | loss: 0.0311379 | val_loss: 0.0311661 | Time: 5680.18 ms
[2021-07-27 11:11:14 main:574] : INFO : Epoch 1667 | loss: 0.031144 | val_loss: 0.0311614 | Time: 4980.53 ms
[2021-07-27 11:11:19 main:574] : INFO : Epoch 1668 | loss: 0.0311393 | val_loss: 0.0311579 | Time: 4924.95 ms
[2021-07-27 11:11:24 main:574] : INFO : Epoch 1669 | loss: 0.0311372 | val_loss: 0.0311616 | Time: 5083.47 ms
[2021-07-27 11:11:29 main:574] : INFO : Epoch 1670 | loss: 0.0311373 | val_loss: 0.0311615 | Time: 4819.46 ms
[2021-07-27 11:11:34 main:574] : INFO : Epoch 1671 | loss: 0.0311375 | val_loss: 0.0311598 | Time: 5031.21 ms
[2021-07-27 11:11:39 main:574] : INFO : Epoch 1672 | loss: 0.0311328 | val_loss: 0.0311581 | Time: 4929.44 ms
[2021-07-27 11:11:44 main:574] : INFO : Epoch 1673 | loss: 0.0311305 | val_loss: 0.03116 | Time: 4966.41 ms
[2021-07-27 11:11:49 main:574] : INFO : Epoch 1674 | loss: 0.0311318 | val_loss: 0.0311624 | Time: 5011.61 ms
[2021-07-27 11:11:55 main:574] : INFO : Epoch 1675 | loss: 0.0311272 | val_loss: 0.0311585 | Time: 5427.26 ms
[2021-07-27 11:12:00 main:574] : INFO : Epoch 1676 | loss: 0.0311264 | val_loss: 0.0311575 | Time: 5045.7 ms
[2021-07-27 11:12:05 main:574] : INFO : Epoch 1677 | loss: 0.0311252 | val_loss: 0.0311686 | Time: 5440.45 ms
[2021-07-27 11:12:10 main:574] : INFO : Epoch 1678 | loss: 0.0311281 | val_loss: 0.0311642 | Time: 4927.18 ms
[2021-07-27 11:12:15 main:574] : INFO : Epoch 1679 | loss: 0.0311262 | val_loss: 0.0311585 | Time: 5095.22 ms
[2021-07-27 11:12:20 main:574] : INFO : Epoch 1680 | loss: 0.0311267 | val_loss: 0.0311681 | Time: 4885.86 ms
[2021-07-27 11:12:25 main:574] : INFO : Epoch 1681 | loss: 0.031133 | val_loss: 0.0311574 | Time: 5061.27 ms
[2021-07-27 11:12:30 main:574] : INFO : Epoch 1682 | loss: 0.0311305 | val_loss: 0.03116 | Time: 4963.29 ms
[2021-07-27 11:12:36 main:574] : INFO : Epoch 1683 | loss: 0.0311259 | val_loss: 0.0311575 | Time: 5148.48 ms
[2021-07-27 11:12:41 main:574] : INFO : Epoch 1684 | loss: 0.0311234 | val_loss: 0.0311638 | Time: 4934.21 ms
[2021-07-27 11:12:46 main:574] : INFO : Epoch 1685 | loss: 0.031122 | val_loss: 0.0311611 | Time: 5068.68 ms
[2021-07-27 11:12:51 main:574] : INFO : Epoch 1686 | loss: 0.0311204 | val_loss: 0.0311617 | Time: 5029.03 ms
[2021-07-27 11:12:56 main:574] : INFO : Epoch 1687 | loss: 0.0311188 | val_loss: 0.0311628 | Time: 5164.38 ms
[2021-07-27 11:13:01 main:574] : INFO : Epoch 1688 | loss: 0.0311211 | val_loss: 0.0311587 | Time: 4942.65 ms
[2021-07-27 11:13:06 main:574] : INFO : Epoch 1689 | loss: 0.0311304 | val_loss: 0.0311698 | Time: 5262.35 ms
[2021-07-27 11:13:11 main:574] : INFO : Epoch 1690 | loss: 0.0311325 | val_loss: 0.0311604 | Time: 4941.42 ms
[2021-07-27 11:13:16 main:574] : INFO : Epoch 1691 | loss: 0.0311246 | val_loss: 0.0311627 | Time: 5141.79 ms
[2021-07-27 11:13:21 main:574] : INFO : Epoch 1692 | loss: 0.0311215 | val_loss: 0.0311661 | Time: 4931.72 ms
[2021-07-27 11:13:26 main:574] : INFO : Epoch 1693 | loss: 0.0311189 | val_loss: 0.0311642 | Time: 5015.56 ms
[2021-07-27 11:13:31 main:574] : INFO : Epoch 1694 | loss: 0.0311183 | val_loss: 0.0311665 | Time: 4932.44 ms
[2021-07-27 11:13:36 main:574] : INFO : Epoch 1695 | loss: 0.0311171 | val_loss: 0.031167 | Time: 5142.14 ms
[2021-07-27 11:13:41 main:574] : INFO : Epoch 1696 | loss: 0.0311164 | val_loss: 0.031167 | Time: 4953.23 ms
[2021-07-27 11:13:46 main:574] : INFO : Epoch 1697 | loss: 0.0311343 | val_loss: 0.0311673 | Time: 5145.62 ms
[2021-07-27 11:13:51 main:574] : INFO : Epoch 1698 | loss: 0.0311345 | val_loss: 0.0311667 | Time: 4985.26 ms
[2021-07-27 11:13:57 main:574] : INFO : Epoch 1699 | loss: 0.0311288 | val_loss: 0.0311599 | Time: 5213.63 ms
[2021-07-27 11:14:02 main:574] : INFO : Epoch 1700 | loss: 0.031125 | val_loss: 0.0311625 | Time: 4906.16 ms
[2021-07-27 11:14:07 main:574] : INFO : Epoch 1701 | loss: 0.0311219 | val_loss: 0.0311612 | Time: 5047.84 ms
[2021-07-27 11:14:12 main:574] : INFO : Epoch 1702 | loss: 0.0311201 | val_loss: 0.031169 | Time: 4895.38 ms
[2021-07-27 11:14:17 main:574] : INFO : Epoch 1703 | loss: 0.0311177 | val_loss: 0.0311672 | Time: 5148.47 ms
[2021-07-27 11:14:22 main:574] : INFO : Epoch 1704 | loss: 0.0311199 | val_loss: 0.0311691 | Time: 5086.79 ms
[2021-07-27 11:14:27 main:574] : INFO : Epoch 1705 | loss: 0.0311168 | val_loss: 0.0311655 | Time: 5121.24 ms
[2021-07-27 11:14:32 main:574] : INFO : Epoch 1706 | loss: 0.0311139 | val_loss: 0.031169 | Time: 4903.09 ms
[2021-07-27 11:14:37 main:574] : INFO : Epoch 1707 | loss: 0.0311136 | val_loss: 0.0311647 | Time: 5339.4 ms
[2021-07-27 11:14:42 main:574] : INFO : Epoch 1708 | loss: 0.0311138 | val_loss: 0.0311655 | Time: 4896.49 ms
[2021-07-27 11:14:47 main:574] : INFO : Epoch 1709 | loss: 0.0311115 | val_loss: 0.0311681 | Time: 4980.36 ms
[2021-07-27 11:14:52 main:574] : INFO : Epoch 1710 | loss: 0.0311098 | val_loss: 0.0311713 | Time: 5029.36 ms
[2021-07-27 11:14:57 main:574] : INFO : Epoch 1711 | loss: 0.0311247 | val_loss: 0.0311667 | Time: 4913.81 ms
[2021-07-27 11:15:02 main:574] : INFO : Epoch 1712 | loss: 0.0311385 | val_loss: 0.0311664 | Time: 4836.56 ms
[2021-07-27 11:15:07 main:574] : INFO : Epoch 1713 | loss: 0.0311389 | val_loss: 0.0311667 | Time: 5141.06 ms
[2021-07-27 11:15:12 main:574] : INFO : Epoch 1714 | loss: 0.0311335 | val_loss: 0.0311654 | Time: 4908.89 ms
[2021-07-27 11:15:17 main:574] : INFO : Epoch 1715 | loss: 0.0311272 | val_loss: 0.0311606 | Time: 5200.47 ms
[2021-07-27 11:15:22 main:574] : INFO : Epoch 1716 | loss: 0.0311219 | val_loss: 0.0311607 | Time: 4883.46 ms
[2021-07-27 11:15:28 main:574] : INFO : Epoch 1717 | loss: 0.0311181 | val_loss: 0.0311632 | Time: 5096.29 ms
[2021-07-27 11:15:32 main:574] : INFO : Epoch 1718 | loss: 0.0311165 | val_loss: 0.031164 | Time: 4822.34 ms
[2021-07-27 11:15:37 main:574] : INFO : Epoch 1719 | loss: 0.0311139 | val_loss: 0.0311697 | Time: 5046.99 ms
[2021-07-27 11:15:42 main:574] : INFO : Epoch 1720 | loss: 0.031115 | val_loss: 0.0311729 | Time: 4818.01 ms
[2021-07-27 11:15:47 main:574] : INFO : Epoch 1721 | loss: 0.0311126 | val_loss: 0.0311711 | Time: 5011.4 ms
[2021-07-27 11:15:52 main:574] : INFO : Epoch 1722 | loss: 0.0311099 | val_loss: 0.0311695 | Time: 4913.08 ms
[2021-07-27 11:15:57 main:574] : INFO : Epoch 1723 | loss: 0.031108 | val_loss: 0.0311673 | Time: 5083.49 ms
[2021-07-27 11:16:02 main:574] : INFO : Epoch 1724 | loss: 0.0311103 | val_loss: 0.0311712 | Time: 4933.17 ms
[2021-07-27 11:16:08 main:574] : INFO : Epoch 1725 | loss: 0.0311128 | val_loss: 0.0311777 | Time: 5183.27 ms
[2021-07-27 11:16:12 main:574] : INFO : Epoch 1726 | loss: 0.0311099 | val_loss: 0.0311709 | Time: 4838.23 ms
[2021-07-27 11:16:18 main:574] : INFO : Epoch 1727 | loss: 0.0311097 | val_loss: 0.0311709 | Time: 5170.92 ms
[2021-07-27 11:16:23 main:574] : INFO : Epoch 1728 | loss: 0.0311075 | val_loss: 0.0311696 | Time: 4983.66 ms
[2021-07-27 11:16:28 main:574] : INFO : Epoch 1729 | loss: 0.0311175 | val_loss: 0.0311731 | Time: 5089.2 ms
[2021-07-27 11:16:33 main:574] : INFO : Epoch 1730 | loss: 0.0311156 | val_loss: 0.0311696 | Time: 4958.8 ms
[2021-07-27 11:16:38 main:574] : INFO : Epoch 1731 | loss: 0.0311155 | val_loss: 0.031174 | Time: 5036.44 ms
[2021-07-27 11:16:43 main:574] : INFO : Epoch 1732 | loss: 0.0311207 | val_loss: 0.0311701 | Time: 4933.47 ms
[2021-07-27 11:16:48 main:574] : INFO : Epoch 1733 | loss: 0.0311168 | val_loss: 0.0311681 | Time: 5037.38 ms
[2021-07-27 11:16:53 main:574] : INFO : Epoch 1734 | loss: 0.0311124 | val_loss: 0.0311713 | Time: 4936.86 ms
[2021-07-27 11:16:58 main:574] : INFO : Epoch 1735 | loss: 0.031111 | val_loss: 0.0311747 | Time: 5291.21 ms
[2021-07-27 11:17:03 main:574] : INFO : Epoch 1736 | loss: 0.0311079 | val_loss: 0.0311756 | Time: 4801.7 ms
[2021-07-27 11:17:08 main:574] : INFO : Epoch 1737 | loss: 0.0311042 | val_loss: 0.0311705 | Time: 5134.49 ms
[2021-07-27 11:17:13 main:574] : INFO : Epoch 1738 | loss: 0.0311043 | val_loss: 0.0311709 | Time: 4921.37 ms
[2021-07-27 11:17:18 main:574] : INFO : Epoch 1739 | loss: 0.0311064 | val_loss: 0.0311769 | Time: 4925.44 ms
[2021-07-27 11:17:23 main:574] : INFO : Epoch 1740 | loss: 0.0311053 | val_loss: 0.0311757 | Time: 4891.2 ms
[2021-07-27 11:17:28 main:574] : INFO : Epoch 1741 | loss: 0.0311054 | val_loss: 0.0311705 | Time: 5070.02 ms
[2021-07-27 11:17:33 main:574] : INFO : Epoch 1742 | loss: 0.0311033 | val_loss: 0.0311675 | Time: 4946.81 ms
[2021-07-27 11:17:38 main:574] : INFO : Epoch 1743 | loss: 0.0311047 | val_loss: 0.0311754 | Time: 5013.07 ms
[2021-07-27 11:17:43 main:574] : INFO : Epoch 1744 | loss: 0.031129 | val_loss: 0.0311909 | Time: 4828.32 ms
[2021-07-27 11:17:48 main:574] : INFO : Epoch 1745 | loss: 0.0311918 | val_loss: 0.0311876 | Time: 5115.67 ms
[2021-07-27 11:17:53 main:574] : INFO : Epoch 1746 | loss: 0.0311828 | val_loss: 0.0311773 | Time: 5070.45 ms
[2021-07-27 11:17:58 main:574] : INFO : Epoch 1747 | loss: 0.0372057 | val_loss: 0.0336854 | Time: 5035.7 ms
[2021-07-27 11:18:03 main:574] : INFO : Epoch 1748 | loss: 0.0399043 | val_loss: 0.0395138 | Time: 5119.38 ms
[2021-07-27 11:18:08 main:574] : INFO : Epoch 1749 | loss: 0.0411116 | val_loss: 0.0332446 | Time: 5124.96 ms
[2021-07-27 11:18:13 main:574] : INFO : Epoch 1750 | loss: 0.0319649 | val_loss: 0.0313648 | Time: 4968.35 ms
[2021-07-27 11:18:19 main:574] : INFO : Epoch 1751 | loss: 0.0313714 | val_loss: 0.031331 | Time: 5135.22 ms
[2021-07-27 11:18:24 main:574] : INFO : Epoch 1752 | loss: 0.0312798 | val_loss: 0.0312597 | Time: 5022.99 ms
[2021-07-27 11:18:29 main:574] : INFO : Epoch 1753 | loss: 0.0312578 | val_loss: 0.0312545 | Time: 5102.58 ms
[2021-07-27 11:18:34 main:574] : INFO : Epoch 1754 | loss: 0.0312526 | val_loss: 0.031251 | Time: 4861.62 ms
[2021-07-27 11:18:39 main:574] : INFO : Epoch 1755 | loss: 0.0312503 | val_loss: 0.0312491 | Time: 5158.88 ms
[2021-07-27 11:18:44 main:574] : INFO : Epoch 1756 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 4808.55 ms
[2021-07-27 11:18:49 main:574] : INFO : Epoch 1757 | loss: 0.0312475 | val_loss: 0.0312466 | Time: 5207.91 ms
[2021-07-27 11:18:54 main:574] : INFO : Epoch 1758 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 5268.27 ms
[2021-07-27 11:18:59 main:574] : INFO : Epoch 1759 | loss: 0.0312453 | val_loss: 0.0312443 | Time: 5033.37 ms
[2021-07-27 11:19:04 main:574] : INFO : Epoch 1760 | loss: 0.031244 | val_loss: 0.0312431 | Time: 5070.43 ms
[2021-07-27 11:19:09 main:574] : INFO : Epoch 1761 | loss: 0.0312428 | val_loss: 0.031242 | Time: 4885.38 ms
[2021-07-27 11:19:14 main:574] : INFO : Epoch 1762 | loss: 0.0312418 | val_loss: 0.031241 | Time: 5101.53 ms
[2021-07-27 11:19:19 main:574] : INFO : Epoch 1763 | loss: 0.0312406 | val_loss: 0.0312398 | Time: 4933.01 ms
[2021-07-27 11:19:24 main:574] : INFO : Epoch 1764 | loss: 0.0312393 | val_loss: 0.0312384 | Time: 5248.49 ms
[2021-07-27 11:19:29 main:574] : INFO : Epoch 1765 | loss: 0.031238 | val_loss: 0.0312368 | Time: 4957.93 ms
[2021-07-27 11:19:35 main:574] : INFO : Epoch 1766 | loss: 0.0312365 | val_loss: 0.0312351 | Time: 5183.98 ms
[2021-07-27 11:19:40 main:574] : INFO : Epoch 1767 | loss: 0.0312349 | val_loss: 0.0312335 | Time: 4937.02 ms
[2021-07-27 11:19:45 main:574] : INFO : Epoch 1768 | loss: 0.0312335 | val_loss: 0.0312318 | Time: 4988.26 ms
[2021-07-27 11:19:50 main:574] : INFO : Epoch 1769 | loss: 0.0312315 | val_loss: 0.0312293 | Time: 4941.5 ms
[2021-07-27 11:19:55 main:574] : INFO : Epoch 1770 | loss: 0.0312296 | val_loss: 0.0312271 | Time: 5211.11 ms
[2021-07-27 11:20:00 main:574] : INFO : Epoch 1771 | loss: 0.0312275 | val_loss: 0.0312255 | Time: 4955.42 ms
[2021-07-27 11:20:05 main:574] : INFO : Epoch 1772 | loss: 0.0312259 | val_loss: 0.0312233 | Time: 5129.61 ms
[2021-07-27 11:20:10 main:574] : INFO : Epoch 1773 | loss: 0.0312233 | val_loss: 0.0312199 | Time: 4902.81 ms
[2021-07-27 11:20:15 main:574] : INFO : Epoch 1774 | loss: 0.0312206 | val_loss: 0.0312172 | Time: 5062.62 ms
[2021-07-27 11:20:20 main:574] : INFO : Epoch 1775 | loss: 0.031218 | val_loss: 0.0312147 | Time: 4823.52 ms
[2021-07-27 11:20:25 main:574] : INFO : Epoch 1776 | loss: 0.0312154 | val_loss: 0.0312121 | Time: 5140.54 ms
[2021-07-27 11:20:30 main:574] : INFO : Epoch 1777 | loss: 0.0312129 | val_loss: 0.0312094 | Time: 4948.32 ms
[2021-07-27 11:20:35 main:574] : INFO : Epoch 1778 | loss: 0.0312105 | val_loss: 0.031207 | Time: 5134.4 ms
[2021-07-27 11:20:40 main:574] : INFO : Epoch 1779 | loss: 0.0312083 | val_loss: 0.0312049 | Time: 4885.12 ms
[2021-07-27 11:20:45 main:574] : INFO : Epoch 1780 | loss: 0.0312062 | val_loss: 0.0312032 | Time: 5029.2 ms
[2021-07-27 11:20:50 main:574] : INFO : Epoch 1781 | loss: 0.0312047 | val_loss: 0.0312028 | Time: 5019.87 ms
[2021-07-27 11:20:55 main:574] : INFO : Epoch 1782 | loss: 0.031203 | val_loss: 0.0312001 | Time: 5263.43 ms
[2021-07-27 11:21:00 main:574] : INFO : Epoch 1783 | loss: 0.0312021 | val_loss: 0.0311997 | Time: 4844.53 ms
[2021-07-27 11:21:06 main:574] : INFO : Epoch 1784 | loss: 0.0312 | val_loss: 0.0311981 | Time: 5204.41 ms
[2021-07-27 11:21:11 main:574] : INFO : Epoch 1785 | loss: 0.0311988 | val_loss: 0.0311985 | Time: 5211.58 ms
[2021-07-27 11:21:16 main:574] : INFO : Epoch 1786 | loss: 0.0311987 | val_loss: 0.0311964 | Time: 4986.97 ms
[2021-07-27 11:21:21 main:574] : INFO : Epoch 1787 | loss: 0.0311964 | val_loss: 0.0311949 | Time: 4868.53 ms
[2021-07-27 11:21:26 main:574] : INFO : Epoch 1788 | loss: 0.0311955 | val_loss: 0.0311942 | Time: 5105.26 ms
[2021-07-27 11:21:31 main:574] : INFO : Epoch 1789 | loss: 0.0311943 | val_loss: 0.0311932 | Time: 4965.75 ms
[2021-07-27 11:21:36 main:574] : INFO : Epoch 1790 | loss: 0.0311938 | val_loss: 0.0311927 | Time: 5023.29 ms
[2021-07-27 11:21:41 main:574] : INFO : Epoch 1791 | loss: 0.0311928 | val_loss: 0.0311919 | Time: 5445.53 ms
[2021-07-27 11:21:48 main:574] : INFO : Epoch 1792 | loss: 0.0311918 | val_loss: 0.0311911 | Time: 6355.28 ms
[2021-07-27 11:21:53 main:574] : INFO : Epoch 1793 | loss: 0.0311911 | val_loss: 0.0311912 | Time: 4906.14 ms
[2021-07-27 11:21:58 main:574] : INFO : Epoch 1794 | loss: 0.0311907 | val_loss: 0.0311901 | Time: 5702.32 ms
[2021-07-27 11:22:03 main:574] : INFO : Epoch 1795 | loss: 0.0311897 | val_loss: 0.0311905 | Time: 4941.89 ms
[2021-07-27 11:22:09 main:574] : INFO : Epoch 1796 | loss: 0.0311897 | val_loss: 0.0311903 | Time: 5475.69 ms
[2021-07-27 11:22:14 main:574] : INFO : Epoch 1797 | loss: 0.0311888 | val_loss: 0.0311902 | Time: 4876.61 ms
[2021-07-27 11:22:19 main:574] : INFO : Epoch 1798 | loss: 0.0311884 | val_loss: 0.0311891 | Time: 5009.64 ms
[2021-07-27 11:22:24 main:574] : INFO : Epoch 1799 | loss: 0.0311881 | val_loss: 0.0311888 | Time: 4919.53 ms
[2021-07-27 11:22:29 main:574] : INFO : Epoch 1800 | loss: 0.0311875 | val_loss: 0.0311879 | Time: 5099 ms
[2021-07-27 11:22:34 main:574] : INFO : Epoch 1801 | loss: 0.0311869 | val_loss: 0.031188 | Time: 4874.85 ms
[2021-07-27 11:22:39 main:574] : INFO : Epoch 1802 | loss: 0.031187 | val_loss: 0.0311876 | Time: 5106.04 ms
[2021-07-27 11:22:44 main:574] : INFO : Epoch 1803 | loss: 0.0311876 | val_loss: 0.0311889 | Time: 5035.6 ms
[2021-07-27 11:22:49 main:574] : INFO : Epoch 1804 | loss: 0.0311859 | val_loss: 0.0311872 | Time: 5249.73 ms
[2021-07-27 11:22:54 main:574] : INFO : Epoch 1805 | loss: 0.0311852 | val_loss: 0.0311864 | Time: 4972.22 ms
[2021-07-27 11:22:59 main:574] : INFO : Epoch 1806 | loss: 0.0311851 | val_loss: 0.0311891 | Time: 5044.05 ms
[2021-07-27 11:23:05 main:574] : INFO : Epoch 1807 | loss: 0.0311866 | val_loss: 0.0311885 | Time: 5588.23 ms
[2021-07-27 11:23:10 main:574] : INFO : Epoch 1808 | loss: 0.0311849 | val_loss: 0.0311856 | Time: 5092.39 ms
[2021-07-27 11:23:15 main:574] : INFO : Epoch 1809 | loss: 0.0311843 | val_loss: 0.0311862 | Time: 5147.97 ms
[2021-07-27 11:23:20 main:574] : INFO : Epoch 1810 | loss: 0.0311839 | val_loss: 0.0311854 | Time: 4925.91 ms
[2021-07-27 11:23:25 main:574] : INFO : Epoch 1811 | loss: 0.0311838 | val_loss: 0.0311855 | Time: 5015.93 ms
[2021-07-27 11:23:30 main:574] : INFO : Epoch 1812 | loss: 0.0311849 | val_loss: 0.0311856 | Time: 4877.18 ms
[2021-07-27 11:23:35 main:574] : INFO : Epoch 1813 | loss: 0.0311828 | val_loss: 0.0311852 | Time: 5115.75 ms
[2021-07-27 11:23:40 main:574] : INFO : Epoch 1814 | loss: 0.0311825 | val_loss: 0.0311858 | Time: 4911.53 ms
[2021-07-27 11:23:46 main:574] : INFO : Epoch 1815 | loss: 0.0311819 | val_loss: 0.0311843 | Time: 5249.48 ms
[2021-07-27 11:23:50 main:574] : INFO : Epoch 1816 | loss: 0.0311816 | val_loss: 0.0311842 | Time: 4917.06 ms
[2021-07-27 11:23:56 main:574] : INFO : Epoch 1817 | loss: 0.0311821 | val_loss: 0.031184 | Time: 5064.12 ms
[2021-07-27 11:24:01 main:574] : INFO : Epoch 1818 | loss: 0.0311817 | val_loss: 0.0311835 | Time: 4959.21 ms
[2021-07-27 11:24:06 main:574] : INFO : Epoch 1819 | loss: 0.0311811 | val_loss: 0.0311853 | Time: 5051.37 ms
[2021-07-27 11:24:11 main:574] : INFO : Epoch 1820 | loss: 0.0311802 | val_loss: 0.0311828 | Time: 4873.95 ms
[2021-07-27 11:24:16 main:574] : INFO : Epoch 1821 | loss: 0.0311796 | val_loss: 0.0311825 | Time: 5052.82 ms
[2021-07-27 11:24:20 main:574] : INFO : Epoch 1822 | loss: 0.0311796 | val_loss: 0.031183 | Time: 4855.86 ms
[2021-07-27 11:24:26 main:574] : INFO : Epoch 1823 | loss: 0.0311795 | val_loss: 0.0311828 | Time: 5038.98 ms
[2021-07-27 11:24:30 main:574] : INFO : Epoch 1824 | loss: 0.0311796 | val_loss: 0.0311826 | Time: 4894.76 ms
[2021-07-27 11:24:36 main:574] : INFO : Epoch 1825 | loss: 0.0311795 | val_loss: 0.0311815 | Time: 5113.08 ms
[2021-07-27 11:24:40 main:574] : INFO : Epoch 1826 | loss: 0.031178 | val_loss: 0.031181 | Time: 4911.9 ms
[2021-07-27 11:24:46 main:574] : INFO : Epoch 1827 | loss: 0.0311779 | val_loss: 0.0311807 | Time: 5259.55 ms
[2021-07-27 11:24:51 main:574] : INFO : Epoch 1828 | loss: 0.031177 | val_loss: 0.0311809 | Time: 4818.23 ms
[2021-07-27 11:24:56 main:574] : INFO : Epoch 1829 | loss: 0.0311778 | val_loss: 0.0311808 | Time: 5110.51 ms
[2021-07-27 11:25:01 main:574] : INFO : Epoch 1830 | loss: 0.0311763 | val_loss: 0.0311798 | Time: 4873.46 ms
[2021-07-27 11:25:06 main:574] : INFO : Epoch 1831 | loss: 0.0311764 | val_loss: 0.0311798 | Time: 5103.94 ms
[2021-07-27 11:25:11 main:574] : INFO : Epoch 1832 | loss: 0.031176 | val_loss: 0.0311791 | Time: 5042.72 ms
[2021-07-27 11:25:16 main:574] : INFO : Epoch 1833 | loss: 0.0311756 | val_loss: 0.0311788 | Time: 4939.4 ms
[2021-07-27 11:25:21 main:574] : INFO : Epoch 1834 | loss: 0.031176 | val_loss: 0.0311789 | Time: 4839.67 ms
[2021-07-27 11:25:26 main:574] : INFO : Epoch 1835 | loss: 0.0311755 | val_loss: 0.0311786 | Time: 5121.35 ms
[2021-07-27 11:25:31 main:574] : INFO : Epoch 1836 | loss: 0.0311757 | val_loss: 0.0311793 | Time: 4872.91 ms
[2021-07-27 11:25:36 main:574] : INFO : Epoch 1837 | loss: 0.0311749 | val_loss: 0.0311794 | Time: 5100.9 ms
[2021-07-27 11:25:41 main:574] : INFO : Epoch 1838 | loss: 0.0311736 | val_loss: 0.0311792 | Time: 4798.35 ms
[2021-07-27 11:25:46 main:574] : INFO : Epoch 1839 | loss: 0.0311743 | val_loss: 0.0311775 | Time: 5230.88 ms
[2021-07-27 11:25:51 main:574] : INFO : Epoch 1840 | loss: 0.0311741 | val_loss: 0.0311775 | Time: 4927 ms
[2021-07-27 11:25:56 main:574] : INFO : Epoch 1841 | loss: 0.0311734 | val_loss: 0.0311799 | Time: 4938.09 ms
[2021-07-27 11:26:01 main:574] : INFO : Epoch 1842 | loss: 0.0311737 | val_loss: 0.0311777 | Time: 5007.88 ms
[2021-07-27 11:26:06 main:574] : INFO : Epoch 1843 | loss: 0.0311726 | val_loss: 0.0311774 | Time: 5085.8 ms
[2021-07-27 11:26:11 main:574] : INFO : Epoch 1844 | loss: 0.0311724 | val_loss: 0.0311781 | Time: 5002.06 ms
[2021-07-27 11:26:16 main:574] : INFO : Epoch 1845 | loss: 0.0311727 | val_loss: 0.0311765 | Time: 5171.46 ms
[2021-07-27 11:26:21 main:574] : INFO : Epoch 1846 | loss: 0.0311713 | val_loss: 0.0311776 | Time: 4945.42 ms
[2021-07-27 11:26:26 main:574] : INFO : Epoch 1847 | loss: 0.0311708 | val_loss: 0.0311767 | Time: 5007.61 ms
[2021-07-27 11:26:31 main:574] : INFO : Epoch 1848 | loss: 0.0311722 | val_loss: 0.0311773 | Time: 4831.61 ms
[2021-07-27 11:26:36 main:574] : INFO : Epoch 1849 | loss: 0.0311708 | val_loss: 0.0311787 | Time: 5127.29 ms
[2021-07-27 11:26:41 main:574] : INFO : Epoch 1850 | loss: 0.0311705 | val_loss: 0.0311764 | Time: 4869.19 ms
[2021-07-27 11:26:46 main:574] : INFO : Epoch 1851 | loss: 0.0311708 | val_loss: 0.0311772 | Time: 5113.19 ms
[2021-07-27 11:26:51 main:574] : INFO : Epoch 1852 | loss: 0.0311708 | val_loss: 0.0311755 | Time: 4853 ms
[2021-07-27 11:26:56 main:574] : INFO : Epoch 1853 | loss: 0.0311693 | val_loss: 0.0311753 | Time: 5149.12 ms
[2021-07-27 11:27:01 main:574] : INFO : Epoch 1854 | loss: 0.0311696 | val_loss: 0.0311748 | Time: 4936.69 ms
[2021-07-27 11:27:06 main:574] : INFO : Epoch 1855 | loss: 0.0311695 | val_loss: 0.0311743 | Time: 5239.29 ms
[2021-07-27 11:27:11 main:574] : INFO : Epoch 1856 | loss: 0.0311688 | val_loss: 0.0311746 | Time: 4895.56 ms
[2021-07-27 11:27:16 main:574] : INFO : Epoch 1857 | loss: 0.0311681 | val_loss: 0.0311743 | Time: 5069.68 ms
[2021-07-27 11:27:21 main:574] : INFO : Epoch 1858 | loss: 0.0311682 | val_loss: 0.0311743 | Time: 5007.1 ms
[2021-07-27 11:27:27 main:574] : INFO : Epoch 1859 | loss: 0.0311676 | val_loss: 0.0311737 | Time: 5272.27 ms
[2021-07-27 11:27:32 main:574] : INFO : Epoch 1860 | loss: 0.0311673 | val_loss: 0.031174 | Time: 4861.63 ms
[2021-07-27 11:27:37 main:574] : INFO : Epoch 1861 | loss: 0.0311689 | val_loss: 0.0311756 | Time: 5067.13 ms
[2021-07-27 11:27:42 main:574] : INFO : Epoch 1862 | loss: 0.0311675 | val_loss: 0.0311733 | Time: 4880.58 ms
[2021-07-27 11:27:47 main:574] : INFO : Epoch 1863 | loss: 0.0311671 | val_loss: 0.0311739 | Time: 5243.01 ms
[2021-07-27 11:27:52 main:574] : INFO : Epoch 1864 | loss: 0.0311668 | val_loss: 0.0311746 | Time: 5066.81 ms
[2021-07-27 11:27:57 main:574] : INFO : Epoch 1865 | loss: 0.0311666 | val_loss: 0.0311732 | Time: 5088.56 ms
[2021-07-27 11:28:02 main:574] : INFO : Epoch 1866 | loss: 0.0311661 | val_loss: 0.031173 | Time: 5072.87 ms
[2021-07-27 11:28:07 main:574] : INFO : Epoch 1867 | loss: 0.0311658 | val_loss: 0.0311728 | Time: 5245.83 ms
[2021-07-27 11:28:12 main:574] : INFO : Epoch 1868 | loss: 0.0311655 | val_loss: 0.0311729 | Time: 4969.71 ms
[2021-07-27 11:28:18 main:574] : INFO : Epoch 1869 | loss: 0.0311658 | val_loss: 0.0311733 | Time: 5146.89 ms
[2021-07-27 11:28:22 main:574] : INFO : Epoch 1870 | loss: 0.0311661 | val_loss: 0.0311731 | Time: 4853.14 ms
[2021-07-27 11:28:28 main:574] : INFO : Epoch 1871 | loss: 0.0311678 | val_loss: 0.0311758 | Time: 5194.78 ms
[2021-07-27 11:28:33 main:574] : INFO : Epoch 1872 | loss: 0.0311658 | val_loss: 0.0311762 | Time: 4982.4 ms
[2021-07-27 11:28:38 main:574] : INFO : Epoch 1873 | loss: 0.0311658 | val_loss: 0.0311726 | Time: 5320.58 ms
[2021-07-27 11:28:43 main:574] : INFO : Epoch 1874 | loss: 0.0311647 | val_loss: 0.0311718 | Time: 4953.85 ms
[2021-07-27 11:28:48 main:574] : INFO : Epoch 1875 | loss: 0.0311648 | val_loss: 0.0311764 | Time: 5152.91 ms
[2021-07-27 11:28:53 main:574] : INFO : Epoch 1876 | loss: 0.031168 | val_loss: 0.0311772 | Time: 4928.68 ms
[2021-07-27 11:28:58 main:574] : INFO : Epoch 1877 | loss: 0.0311654 | val_loss: 0.0311715 | Time: 5124.72 ms
[2021-07-27 11:29:03 main:574] : INFO : Epoch 1878 | loss: 0.0311647 | val_loss: 0.0311739 | Time: 4938.7 ms
[2021-07-27 11:29:08 main:574] : INFO : Epoch 1879 | loss: 0.0311654 | val_loss: 0.0311724 | Time: 5084.52 ms
[2021-07-27 11:29:13 main:574] : INFO : Epoch 1880 | loss: 0.0311661 | val_loss: 0.0311712 | Time: 4901.69 ms
[2021-07-27 11:29:18 main:574] : INFO : Epoch 1881 | loss: 0.0311651 | val_loss: 0.0311722 | Time: 5101.83 ms
[2021-07-27 11:29:23 main:574] : INFO : Epoch 1882 | loss: 0.0311645 | val_loss: 0.0311717 | Time: 5018.72 ms
[2021-07-27 11:29:29 main:574] : INFO : Epoch 1883 | loss: 0.0311638 | val_loss: 0.0311712 | Time: 5277.32 ms
[2021-07-27 11:29:34 main:574] : INFO : Epoch 1884 | loss: 0.0311634 | val_loss: 0.0311713 | Time: 5004.05 ms
[2021-07-27 11:29:39 main:574] : INFO : Epoch 1885 | loss: 0.031163 | val_loss: 0.0311711 | Time: 5271.22 ms
[2021-07-27 11:29:44 main:574] : INFO : Epoch 1886 | loss: 0.0311627 | val_loss: 0.0311707 | Time: 4880.05 ms
[2021-07-27 11:29:49 main:574] : INFO : Epoch 1887 | loss: 0.0311625 | val_loss: 0.0311715 | Time: 5114.66 ms
[2021-07-27 11:29:54 main:574] : INFO : Epoch 1888 | loss: 0.0311628 | val_loss: 0.0311705 | Time: 4887 ms
[2021-07-27 11:29:59 main:574] : INFO : Epoch 1889 | loss: 0.0311622 | val_loss: 0.0311709 | Time: 5194 ms
[2021-07-27 11:30:04 main:574] : INFO : Epoch 1890 | loss: 0.0311624 | val_loss: 0.0311714 | Time: 4918.62 ms
[2021-07-27 11:30:09 main:574] : INFO : Epoch 1891 | loss: 0.0311644 | val_loss: 0.0311705 | Time: 5280.91 ms
[2021-07-27 11:30:14 main:574] : INFO : Epoch 1892 | loss: 0.0311633 | val_loss: 0.0311723 | Time: 5087.66 ms
[2021-07-27 11:30:20 main:574] : INFO : Epoch 1893 | loss: 0.0311637 | val_loss: 0.0311704 | Time: 5155.77 ms
[2021-07-27 11:30:25 main:574] : INFO : Epoch 1894 | loss: 0.0311623 | val_loss: 0.031172 | Time: 4943.36 ms
[2021-07-27 11:30:30 main:574] : INFO : Epoch 1895 | loss: 0.0311613 | val_loss: 0.0311707 | Time: 5082.56 ms
[2021-07-27 11:30:35 main:574] : INFO : Epoch 1896 | loss: 0.0311632 | val_loss: 0.0311724 | Time: 4984.28 ms
[2021-07-27 11:30:40 main:574] : INFO : Epoch 1897 | loss: 0.0311616 | val_loss: 0.0311726 | Time: 5259.73 ms
[2021-07-27 11:30:45 main:574] : INFO : Epoch 1898 | loss: 0.0311638 | val_loss: 0.0311727 | Time: 5246.24 ms
[2021-07-27 11:30:50 main:574] : INFO : Epoch 1899 | loss: 0.0311629 | val_loss: 0.0311722 | Time: 4872.78 ms
[2021-07-27 11:30:55 main:574] : INFO : Epoch 1900 | loss: 0.0311616 | val_loss: 0.031171 | Time: 5113.44 ms
[2021-07-27 11:31:00 main:574] : INFO : Epoch 1901 | loss: 0.0311613 | val_loss: 0.0311743 | Time: 4980.75 ms
[2021-07-27 11:31:06 main:574] : INFO : Epoch 1902 | loss: 0.0311627 | val_loss: 0.0311706 | Time: 5307.77 ms
[2021-07-27 11:31:10 main:574] : INFO : Epoch 1903 | loss: 0.0311603 | val_loss: 0.0311704 | Time: 4869.56 ms
[2021-07-27 11:31:16 main:574] : INFO : Epoch 1904 | loss: 0.0311601 | val_loss: 0.0311705 | Time: 5160.79 ms
[2021-07-27 11:31:21 main:574] : INFO : Epoch 1905 | loss: 0.03116 | val_loss: 0.0311717 | Time: 4961.94 ms
[2021-07-27 11:31:26 main:574] : INFO : Epoch 1906 | loss: 0.0311606 | val_loss: 0.0311722 | Time: 5096.27 ms
[2021-07-27 11:31:31 main:574] : INFO : Epoch 1907 | loss: 0.0311607 | val_loss: 0.0311718 | Time: 4899.66 ms
[2021-07-27 11:31:36 main:574] : INFO : Epoch 1908 | loss: 0.0311613 | val_loss: 0.0311735 | Time: 5081.79 ms
[2021-07-27 11:31:41 main:574] : INFO : Epoch 1909 | loss: 0.031161 | val_loss: 0.03117 | Time: 4810.38 ms
[2021-07-27 11:31:46 main:574] : INFO : Epoch 1910 | loss: 0.0311591 | val_loss: 0.0311705 | Time: 5146.46 ms
[2021-07-27 11:31:51 main:574] : INFO : Epoch 1911 | loss: 0.0311591 | val_loss: 0.0311697 | Time: 5013.84 ms
[2021-07-27 11:31:56 main:574] : INFO : Epoch 1912 | loss: 0.0311589 | val_loss: 0.0311708 | Time: 5486.01 ms
[2021-07-27 11:32:01 main:574] : INFO : Epoch 1913 | loss: 0.0311588 | val_loss: 0.03117 | Time: 4969.31 ms
[2021-07-27 11:32:06 main:574] : INFO : Epoch 1914 | loss: 0.0311589 | val_loss: 0.0311715 | Time: 5078.04 ms
[2021-07-27 11:32:11 main:574] : INFO : Epoch 1915 | loss: 0.0311586 | val_loss: 0.0311706 | Time: 4881.67 ms
[2021-07-27 11:32:16 main:574] : INFO : Epoch 1916 | loss: 0.0311586 | val_loss: 0.0311774 | Time: 5036.41 ms
[2021-07-27 11:32:21 main:574] : INFO : Epoch 1917 | loss: 0.0311592 | val_loss: 0.0311702 | Time: 4855.9 ms
[2021-07-27 11:32:26 main:574] : INFO : Epoch 1918 | loss: 0.0311588 | val_loss: 0.0311701 | Time: 5107.2 ms
[2021-07-27 11:32:31 main:574] : INFO : Epoch 1919 | loss: 0.0311582 | val_loss: 0.0311698 | Time: 4920.51 ms
[2021-07-27 11:32:36 main:574] : INFO : Epoch 1920 | loss: 0.0311592 | val_loss: 0.031171 | Time: 5059.26 ms
[2021-07-27 11:32:41 main:574] : INFO : Epoch 1921 | loss: 0.0311611 | val_loss: 0.03117 | Time: 4738.52 ms
[2021-07-27 11:32:46 main:574] : INFO : Epoch 1922 | loss: 0.0311596 | val_loss: 0.03117 | Time: 5206.01 ms
[2021-07-27 11:32:51 main:574] : INFO : Epoch 1923 | loss: 0.0311591 | val_loss: 0.0311711 | Time: 4999.56 ms
[2021-07-27 11:32:56 main:574] : INFO : Epoch 1924 | loss: 0.0311575 | val_loss: 0.0311697 | Time: 5030.65 ms
[2021-07-27 11:33:01 main:574] : INFO : Epoch 1925 | loss: 0.0311576 | val_loss: 0.0311704 | Time: 5070.39 ms
[2021-07-27 11:33:07 main:574] : INFO : Epoch 1926 | loss: 0.0311564 | val_loss: 0.0311691 | Time: 5027.79 ms
[2021-07-27 11:33:11 main:574] : INFO : Epoch 1927 | loss: 0.0311568 | val_loss: 0.0311699 | Time: 4966.41 ms
[2021-07-27 11:33:17 main:574] : INFO : Epoch 1928 | loss: 0.0311568 | val_loss: 0.0311707 | Time: 5077.67 ms
[2021-07-27 11:33:22 main:574] : INFO : Epoch 1929 | loss: 0.0311578 | val_loss: 0.0311691 | Time: 4911.61 ms
[2021-07-27 11:33:27 main:574] : INFO : Epoch 1930 | loss: 0.0311564 | val_loss: 0.0311712 | Time: 5194.79 ms
[2021-07-27 11:33:32 main:574] : INFO : Epoch 1931 | loss: 0.0311561 | val_loss: 0.0311697 | Time: 4894.51 ms
[2021-07-27 11:33:37 main:574] : INFO : Epoch 1932 | loss: 0.0311568 | val_loss: 0.0311705 | Time: 5105.43 ms
[2021-07-27 11:33:42 main:574] : INFO : Epoch 1933 | loss: 0.0311556 | val_loss: 0.0311691 | Time: 4897.93 ms
[2021-07-27 11:33:47 main:574] : INFO : Epoch 1934 | loss: 0.0311554 | val_loss: 0.0311706 | Time: 5244.52 ms
[2021-07-27 11:33:52 main:574] : INFO : Epoch 1935 | loss: 0.0311555 | val_loss: 0.0311691 | Time: 4805.64 ms
[2021-07-27 11:33:57 main:574] : INFO : Epoch 1936 | loss: 0.0311553 | val_loss: 0.0311692 | Time: 5074.86 ms
[2021-07-27 11:34:02 main:574] : INFO : Epoch 1937 | loss: 0.0311549 | val_loss: 0.0311735 | Time: 4833.5 ms
[2021-07-27 11:34:07 main:574] : INFO : Epoch 1938 | loss: 0.0311561 | val_loss: 0.0311689 | Time: 5187.09 ms
[2021-07-27 11:34:12 main:574] : INFO : Epoch 1939 | loss: 0.0311556 | val_loss: 0.0311692 | Time: 5039.98 ms
[2021-07-27 11:34:17 main:574] : INFO : Epoch 1940 | loss: 0.0311553 | val_loss: 0.0311693 | Time: 5101.99 ms
[2021-07-27 11:34:22 main:574] : INFO : Epoch 1941 | loss: 0.031155 | val_loss: 0.0311692 | Time: 5010.93 ms
[2021-07-27 11:34:27 main:574] : INFO : Epoch 1942 | loss: 0.0311556 | val_loss: 0.031169 | Time: 5237.98 ms
[2021-07-27 11:34:32 main:574] : INFO : Epoch 1943 | loss: 0.0311548 | val_loss: 0.0311689 | Time: 4867.56 ms
[2021-07-27 11:34:37 main:574] : INFO : Epoch 1944 | loss: 0.0311541 | val_loss: 0.0311694 | Time: 5084.54 ms
[2021-07-27 11:34:42 main:574] : INFO : Epoch 1945 | loss: 0.0311554 | val_loss: 0.0311706 | Time: 4935.65 ms
[2021-07-27 11:34:48 main:574] : INFO : Epoch 1946 | loss: 0.0311554 | val_loss: 0.0311694 | Time: 5173.75 ms
[2021-07-27 11:34:52 main:574] : INFO : Epoch 1947 | loss: 0.0311541 | val_loss: 0.0311694 | Time: 4831.69 ms
[2021-07-27 11:34:58 main:574] : INFO : Epoch 1948 | loss: 0.0311544 | val_loss: 0.0311681 | Time: 5186.93 ms
[2021-07-27 11:35:03 main:574] : INFO : Epoch 1949 | loss: 0.0311544 | val_loss: 0.0311681 | Time: 4914.77 ms
[2021-07-27 11:35:08 main:574] : INFO : Epoch 1950 | loss: 0.0311534 | val_loss: 0.0311685 | Time: 5013.53 ms
[2021-07-27 11:35:13 main:574] : INFO : Epoch 1951 | loss: 0.0311536 | val_loss: 0.0311688 | Time: 4970.61 ms
[2021-07-27 11:35:18 main:574] : INFO : Epoch 1952 | loss: 0.0311544 | val_loss: 0.0311687 | Time: 5175.21 ms
[2021-07-27 11:35:23 main:574] : INFO : Epoch 1953 | loss: 0.0311542 | val_loss: 0.0311733 | Time: 5186.83 ms
[2021-07-27 11:35:28 main:574] : INFO : Epoch 1954 | loss: 0.0311563 | val_loss: 0.0311685 | Time: 5246.8 ms
[2021-07-27 11:35:33 main:574] : INFO : Epoch 1955 | loss: 0.0311541 | val_loss: 0.0311679 | Time: 4999.04 ms
[2021-07-27 11:35:38 main:574] : INFO : Epoch 1956 | loss: 0.0311547 | val_loss: 0.0311736 | Time: 5146.71 ms
[2021-07-27 11:35:44 main:574] : INFO : Epoch 1957 | loss: 0.0311549 | val_loss: 0.031168 | Time: 5105.46 ms
[2021-07-27 11:35:49 main:574] : INFO : Epoch 1958 | loss: 0.0311529 | val_loss: 0.0311693 | Time: 5165.68 ms
[2021-07-27 11:35:54 main:574] : INFO : Epoch 1959 | loss: 0.0311536 | val_loss: 0.0311681 | Time: 4981.24 ms
[2021-07-27 11:35:59 main:574] : INFO : Epoch 1960 | loss: 0.0311537 | val_loss: 0.0311696 | Time: 5034.06 ms
[2021-07-27 11:36:04 main:574] : INFO : Epoch 1961 | loss: 0.0311527 | val_loss: 0.0311682 | Time: 4920.22 ms
[2021-07-27 11:36:09 main:574] : INFO : Epoch 1962 | loss: 0.031153 | val_loss: 0.0311736 | Time: 5614.07 ms
[2021-07-27 11:36:14 main:574] : INFO : Epoch 1963 | loss: 0.0311539 | val_loss: 0.0311684 | Time: 4861.65 ms
[2021-07-27 11:36:19 main:574] : INFO : Epoch 1964 | loss: 0.0311524 | val_loss: 0.0311675 | Time: 5096 ms
[2021-07-27 11:36:24 main:574] : INFO : Epoch 1965 | loss: 0.0311526 | val_loss: 0.0311731 | Time: 4873.09 ms
[2021-07-27 11:36:29 main:574] : INFO : Epoch 1966 | loss: 0.0311534 | val_loss: 0.0311671 | Time: 5152.62 ms
[2021-07-27 11:36:34 main:574] : INFO : Epoch 1967 | loss: 0.0311514 | val_loss: 0.0311696 | Time: 4880.88 ms
[2021-07-27 11:36:39 main:574] : INFO : Epoch 1968 | loss: 0.031151 | val_loss: 0.0311685 | Time: 5042.72 ms
[2021-07-27 11:36:44 main:574] : INFO : Epoch 1969 | loss: 0.0311525 | val_loss: 0.0311682 | Time: 4854.58 ms
[2021-07-27 11:36:49 main:574] : INFO : Epoch 1970 | loss: 0.0311511 | val_loss: 0.0311688 | Time: 5092.57 ms
[2021-07-27 11:36:54 main:574] : INFO : Epoch 1971 | loss: 0.0311514 | val_loss: 0.0311695 | Time: 5071.58 ms
[2021-07-27 11:37:00 main:574] : INFO : Epoch 1972 | loss: 0.0311506 | val_loss: 0.0311676 | Time: 5274.21 ms
[2021-07-27 11:37:05 main:574] : INFO : Epoch 1973 | loss: 0.03115 | val_loss: 0.0311682 | Time: 4871.33 ms
[2021-07-27 11:37:10 main:574] : INFO : Epoch 1974 | loss: 0.0311503 | val_loss: 0.0311693 | Time: 5012.23 ms
[2021-07-27 11:37:15 main:574] : INFO : Epoch 1975 | loss: 0.0311511 | val_loss: 0.0311736 | Time: 5103.7 ms
[2021-07-27 11:37:20 main:574] : INFO : Epoch 1976 | loss: 0.0311502 | val_loss: 0.031171 | Time: 5055.24 ms
[2021-07-27 11:37:25 main:574] : INFO : Epoch 1977 | loss: 0.0311502 | val_loss: 0.0311681 | Time: 4912.1 ms
[2021-07-27 11:37:30 main:574] : INFO : Epoch 1978 | loss: 0.0311492 | val_loss: 0.0311676 | Time: 5025.45 ms
[2021-07-27 11:37:35 main:574] : INFO : Epoch 1979 | loss: 0.0311494 | val_loss: 0.031168 | Time: 4976.81 ms
[2021-07-27 11:37:40 main:574] : INFO : Epoch 1980 | loss: 0.0311497 | val_loss: 0.0311703 | Time: 5065.65 ms
[2021-07-27 11:37:45 main:574] : INFO : Epoch 1981 | loss: 0.031151 | val_loss: 0.0311696 | Time: 4940.18 ms
[2021-07-27 11:37:51 main:574] : INFO : Epoch 1982 | loss: 0.0311507 | val_loss: 0.0311687 | Time: 5580.6 ms
[2021-07-27 11:37:57 main:574] : INFO : Epoch 1983 | loss: 0.0311493 | val_loss: 0.0311707 | Time: 6059.42 ms
[2021-07-27 11:38:02 main:574] : INFO : Epoch 1984 | loss: 0.0311492 | val_loss: 0.0311692 | Time: 4929.72 ms
[2021-07-27 11:38:07 main:574] : INFO : Epoch 1985 | loss: 0.0311499 | val_loss: 0.0311707 | Time: 5150.33 ms
[2021-07-27 11:38:12 main:574] : INFO : Epoch 1986 | loss: 0.0311507 | val_loss: 0.0311684 | Time: 4902.92 ms
[2021-07-27 11:38:17 main:574] : INFO : Epoch 1987 | loss: 0.0311511 | val_loss: 0.031167 | Time: 5105.82 ms
[2021-07-27 11:38:22 main:574] : INFO : Epoch 1988 | loss: 0.0311493 | val_loss: 0.0311686 | Time: 4949.03 ms
[2021-07-27 11:38:27 main:574] : INFO : Epoch 1989 | loss: 0.0311495 | val_loss: 0.0311691 | Time: 4972.2 ms
[2021-07-27 11:38:32 main:574] : INFO : Epoch 1990 | loss: 0.0311496 | val_loss: 0.0311694 | Time: 4981.54 ms
[2021-07-27 11:38:37 main:574] : INFO : Epoch 1991 | loss: 0.0311489 | val_loss: 0.0311691 | Time: 5226.88 ms
[2021-07-27 11:38:42 main:574] : INFO : Epoch 1992 | loss: 0.031151 | val_loss: 0.031168 | Time: 4885.47 ms
[2021-07-27 11:38:47 main:574] : INFO : Epoch 1993 | loss: 0.0311518 | val_loss: 0.0311696 | Time: 5049.54 ms
[2021-07-27 11:38:52 main:574] : INFO : Epoch 1994 | loss: 0.0311487 | val_loss: 0.0311697 | Time: 4912.42 ms
[2021-07-27 11:38:57 main:574] : INFO : Epoch 1995 | loss: 0.031148 | val_loss: 0.0311691 | Time: 5139.93 ms
[2021-07-27 11:39:03 main:574] : INFO : Epoch 1996 | loss: 0.0311482 | val_loss: 0.0311684 | Time: 5405.25 ms
[2021-07-27 11:39:08 main:574] : INFO : Epoch 1997 | loss: 0.0311478 | val_loss: 0.03117 | Time: 5111.23 ms
[2021-07-27 11:39:13 main:574] : INFO : Epoch 1998 | loss: 0.0311478 | val_loss: 0.0311709 | Time: 4936.48 ms
[2021-07-27 11:39:18 main:574] : INFO : Epoch 1999 | loss: 0.0311484 | val_loss: 0.0311708 | Time: 5097.86 ms
[2021-07-27 11:39:23 main:574] : INFO : Epoch 2000 | loss: 0.031147 | val_loss: 0.0311697 | Time: 5349.4 ms
[2021-07-27 11:39:28 main:574] : INFO : Epoch 2001 | loss: 0.0311473 | val_loss: 0.0311729 | Time: 5124.73 ms
[2021-07-27 11:39:33 main:574] : INFO : Epoch 2002 | loss: 0.0311473 | val_loss: 0.0311698 | Time: 5003.34 ms
[2021-07-27 11:39:38 main:574] : INFO : Epoch 2003 | loss: 0.0311468 | val_loss: 0.0311743 | Time: 5212.97 ms
[2021-07-27 11:39:43 main:574] : INFO : Epoch 2004 | loss: 0.031147 | val_loss: 0.0311721 | Time: 4895.89 ms
[2021-07-27 11:39:48 main:574] : INFO : Epoch 2005 | loss: 0.0311506 | val_loss: 0.0311726 | Time: 5048.92 ms
[2021-07-27 11:39:53 main:574] : INFO : Epoch 2006 | loss: 0.0311479 | val_loss: 0.0311698 | Time: 4986.88 ms
[2021-07-27 11:39:59 main:574] : INFO : Epoch 2007 | loss: 0.031147 | val_loss: 0.0311698 | Time: 5040.79 ms
[2021-07-27 11:40:03 main:574] : INFO : Epoch 2008 | loss: 0.0311466 | val_loss: 0.031172 | Time: 4866.14 ms
[2021-07-27 11:40:09 main:574] : INFO : Epoch 2009 | loss: 0.0311465 | val_loss: 0.031172 | Time: 5218.06 ms
[2021-07-27 11:40:13 main:574] : INFO : Epoch 2010 | loss: 0.0311463 | val_loss: 0.0311734 | Time: 4834.99 ms
[2021-07-27 11:40:19 main:574] : INFO : Epoch 2011 | loss: 0.031146 | val_loss: 0.0311714 | Time: 5197.86 ms
[2021-07-27 11:40:24 main:574] : INFO : Epoch 2012 | loss: 0.0311457 | val_loss: 0.0311713 | Time: 4795.97 ms
[2021-07-27 11:40:29 main:574] : INFO : Epoch 2013 | loss: 0.0311495 | val_loss: 0.0311774 | Time: 5060.43 ms
[2021-07-27 11:40:34 main:574] : INFO : Epoch 2014 | loss: 0.0311491 | val_loss: 0.0311713 | Time: 4895.27 ms
[2021-07-27 11:40:39 main:574] : INFO : Epoch 2015 | loss: 0.031148 | val_loss: 0.031176 | Time: 5128.51 ms
[2021-07-27 11:40:44 main:574] : INFO : Epoch 2016 | loss: 0.0311474 | val_loss: 0.0311734 | Time: 4951.85 ms
[2021-07-27 11:40:49 main:574] : INFO : Epoch 2017 | loss: 0.0311459 | val_loss: 0.0311724 | Time: 5119.33 ms
[2021-07-27 11:40:54 main:574] : INFO : Epoch 2018 | loss: 0.0311444 | val_loss: 0.0311706 | Time: 4986.55 ms
[2021-07-27 11:40:59 main:574] : INFO : Epoch 2019 | loss: 0.0311437 | val_loss: 0.0311739 | Time: 5022.33 ms
[2021-07-27 11:41:04 main:574] : INFO : Epoch 2020 | loss: 0.0311468 | val_loss: 0.0311823 | Time: 5017.17 ms
[2021-07-27 11:41:09 main:574] : INFO : Epoch 2021 | loss: 0.0311451 | val_loss: 0.0311714 | Time: 5152.66 ms
[2021-07-27 11:41:14 main:574] : INFO : Epoch 2022 | loss: 0.0311436 | val_loss: 0.0311735 | Time: 4939.47 ms
[2021-07-27 11:41:19 main:574] : INFO : Epoch 2023 | loss: 0.0311442 | val_loss: 0.0311727 | Time: 5128.78 ms
[2021-07-27 11:41:24 main:574] : INFO : Epoch 2024 | loss: 0.0311441 | val_loss: 0.0311704 | Time: 4830.87 ms
[2021-07-27 11:41:29 main:574] : INFO : Epoch 2025 | loss: 0.0311437 | val_loss: 0.0311722 | Time: 5083.03 ms
[2021-07-27 11:41:34 main:574] : INFO : Epoch 2026 | loss: 0.0311446 | val_loss: 0.0311733 | Time: 4908.32 ms
[2021-07-27 11:41:39 main:574] : INFO : Epoch 2027 | loss: 0.0311435 | val_loss: 0.0311755 | Time: 4917.16 ms
[2021-07-27 11:41:44 main:574] : INFO : Epoch 2028 | loss: 0.0311444 | val_loss: 0.0311738 | Time: 4830.94 ms
[2021-07-27 11:41:49 main:574] : INFO : Epoch 2029 | loss: 0.0311449 | val_loss: 0.0311734 | Time: 5207.07 ms
[2021-07-27 11:41:54 main:574] : INFO : Epoch 2030 | loss: 0.0311443 | val_loss: 0.0311717 | Time: 5115.61 ms
[2021-07-27 11:42:00 main:574] : INFO : Epoch 2031 | loss: 0.0311437 | val_loss: 0.0311716 | Time: 5283.43 ms
[2021-07-27 11:42:05 main:574] : INFO : Epoch 2032 | loss: 0.0311449 | val_loss: 0.0311717 | Time: 4950.58 ms
[2021-07-27 11:42:10 main:574] : INFO : Epoch 2033 | loss: 0.0311467 | val_loss: 0.0311745 | Time: 5149.53 ms
[2021-07-27 11:42:15 main:574] : INFO : Epoch 2034 | loss: 0.0311432 | val_loss: 0.0311729 | Time: 4792.97 ms
[2021-07-27 11:42:20 main:574] : INFO : Epoch 2035 | loss: 0.0311424 | val_loss: 0.0311751 | Time: 5096.52 ms
[2021-07-27 11:42:25 main:574] : INFO : Epoch 2036 | loss: 0.0311438 | val_loss: 0.0311816 | Time: 4879.12 ms
[2021-07-27 11:42:30 main:574] : INFO : Epoch 2037 | loss: 0.0311437 | val_loss: 0.0311737 | Time: 5156.79 ms
[2021-07-27 11:42:35 main:574] : INFO : Epoch 2038 | loss: 0.0311416 | val_loss: 0.0311747 | Time: 4953 ms
[2021-07-27 11:42:40 main:574] : INFO : Epoch 2039 | loss: 0.0311444 | val_loss: 0.031169 | Time: 5053.04 ms
[2021-07-27 11:42:45 main:574] : INFO : Epoch 2040 | loss: 0.0311455 | val_loss: 0.031177 | Time: 5170.67 ms
[2021-07-27 11:42:50 main:574] : INFO : Epoch 2041 | loss: 0.0311438 | val_loss: 0.0311738 | Time: 5264.45 ms
[2021-07-27 11:42:55 main:574] : INFO : Epoch 2042 | loss: 0.0311441 | val_loss: 0.0311736 | Time: 4930.41 ms
[2021-07-27 11:43:00 main:574] : INFO : Epoch 2043 | loss: 0.0311416 | val_loss: 0.0311745 | Time: 5097.61 ms
[2021-07-27 11:43:05 main:574] : INFO : Epoch 2044 | loss: 0.0311416 | val_loss: 0.0311764 | Time: 4821.3 ms
[2021-07-27 11:43:10 main:574] : INFO : Epoch 2045 | loss: 0.0311408 | val_loss: 0.0311727 | Time: 5100.08 ms
[2021-07-27 11:43:15 main:574] : INFO : Epoch 2046 | loss: 0.0311416 | val_loss: 0.0311718 | Time: 4843.3 ms
[2021-07-27 11:43:20 main:574] : INFO : Epoch 2047 | loss: 0.0311408 | val_loss: 0.0311748 | Time: 4992.26 ms
[2021-07-27 11:43:25 main:574] : INFO : Epoch 2048 | loss: 0.0311403 | val_loss: 0.0311728 | Time: 4869.18 ms
[2021-07-27 11:43:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311728
[2021-07-27 11:43:25 main:603] : INFO : Saving end state to config to file
[2021-07-27 11:43:25 main:608] : INFO : Success, exiting..
11:43:25 (10512): 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)