Task 5177726
| Name | ParityMachine-1619582263-16848-0_1 |
| Workunit | 3067333 |
| Created | 11 May 2021, 19:36:10 UTC |
| Sent | 11 May 2021, 21:44:04 UTC |
| Report deadline | 19 May 2021, 21:44:04 UTC |
| Received | 12 May 2021, 1:35:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4440 |
| Run time | 2 hours 49 min 13 sec |
| CPU time | 2 hours 40 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> loss: 0.0309311 | val_loss: 0.0312479 | Time: 4784.16 ms [2021-05-11 19:53:22 main:574] : INFO : Epoch 1543 | loss: 0.0309442 | val_loss: 0.0312492 | Time: 4981.51 ms [2021-05-11 19:53:27 main:574] : INFO : Epoch 1544 | loss: 0.0309502 | val_loss: 0.0312163 | Time: 4832.77 ms [2021-05-11 19:53:32 main:574] : INFO : Epoch 1545 | loss: 0.0309942 | val_loss: 0.0312357 | Time: 4862.37 ms [2021-05-11 19:53:37 main:574] : INFO : Epoch 1546 | loss: 0.0309581 | val_loss: 0.0312604 | Time: 4808.66 ms [2021-05-11 19:53:43 main:574] : INFO : Epoch 1547 | loss: 0.0309419 | val_loss: 0.0312768 | Time: 4970.09 ms [2021-05-11 19:53:48 main:574] : INFO : Epoch 1548 | loss: 0.0309389 | val_loss: 0.0312408 | Time: 4968.52 ms [2021-05-11 19:53:53 main:574] : INFO : Epoch 1549 | loss: 0.0309403 | val_loss: 0.031256 | Time: 4961.34 ms [2021-05-11 19:53:58 main:574] : INFO : Epoch 1550 | loss: 0.0309303 | val_loss: 0.0312459 | Time: 4764.14 ms [2021-05-11 19:54:03 main:574] : INFO : Epoch 1551 | loss: 0.0309297 | val_loss: 0.0312389 | Time: 5077.73 ms [2021-05-11 19:54:08 main:574] : INFO : Epoch 1552 | loss: 0.0309385 | val_loss: 0.0312358 | Time: 4838.97 ms [2021-05-11 19:54:13 main:574] : INFO : Epoch 1553 | loss: 0.0309389 | val_loss: 0.0312435 | Time: 4826.65 ms [2021-05-11 19:54:18 main:574] : INFO : Epoch 1554 | loss: 0.0309395 | val_loss: 0.031234 | Time: 4786.5 ms [2021-05-11 19:54:23 main:574] : INFO : Epoch 1555 | loss: 0.0309396 | val_loss: 0.0312243 | Time: 4736.02 ms [2021-05-11 19:54:28 main:574] : INFO : Epoch 1556 | loss: 0.0309334 | val_loss: 0.0312419 | Time: 4917.34 ms [2021-05-11 19:54:33 main:574] : INFO : Epoch 1557 | loss: 0.0309279 | val_loss: 0.0312698 | Time: 4906.61 ms [2021-05-11 19:54:38 main:574] : INFO : Epoch 1558 | loss: 0.030929 | val_loss: 0.0312423 | Time: 4664.76 ms [2021-05-11 19:54:43 main:574] : INFO : Epoch 1559 | loss: 0.0309391 | val_loss: 0.0312637 | Time: 4690.98 ms [2021-05-11 19:54:48 main:574] : INFO : Epoch 1560 | loss: 0.0309325 | val_loss: 0.0312756 | Time: 4762.47 ms [2021-05-11 19:54:53 main:574] : INFO : Epoch 1561 | loss: 0.0309297 | val_loss: 0.0312704 | Time: 5040.03 ms [2021-05-11 19:54:58 main:574] : INFO : Epoch 1562 | loss: 0.0309305 | val_loss: 0.0312404 | Time: 4734.5 ms [2021-05-11 19:55:03 main:574] : INFO : Epoch 1563 | loss: 0.030934 | val_loss: 0.0312261 | Time: 4861.7 ms [2021-05-11 19:55:08 main:574] : INFO : Epoch 1564 | loss: 0.0309313 | val_loss: 0.0312289 | Time: 4730.27 ms [2021-05-11 19:55:13 main:574] : INFO : Epoch 1565 | loss: 0.030955 | val_loss: 0.0311987 | Time: 4851.62 ms [2021-05-11 19:55:18 main:574] : INFO : Epoch 1566 | loss: 0.0309611 | val_loss: 0.0312509 | Time: 4703.39 ms [2021-05-11 19:55:23 main:574] : INFO : Epoch 1567 | loss: 0.0309366 | val_loss: 0.0312628 | Time: 4860.98 ms [2021-05-11 19:55:28 main:574] : INFO : Epoch 1568 | loss: 0.0309362 | val_loss: 0.0312371 | Time: 5061.29 ms [2021-05-11 19:55:34 main:574] : INFO : Epoch 1569 | loss: 0.0309401 | val_loss: 0.0312235 | Time: 4927.06 ms [2021-05-11 19:55:39 main:574] : INFO : Epoch 1570 | loss: 0.0309318 | val_loss: 0.0312442 | Time: 4841.62 ms [2021-05-11 19:55:43 main:574] : INFO : Epoch 1571 | loss: 0.0309334 | val_loss: 0.0312611 | Time: 4492.82 ms [2021-05-11 19:55:48 main:574] : INFO : Epoch 1572 | loss: 0.0309347 | val_loss: 0.0312737 | Time: 4779.32 ms [2021-05-11 19:55:54 main:574] : INFO : Epoch 1573 | loss: 0.0309365 | val_loss: 0.0312406 | Time: 5036.41 ms [2021-05-11 19:55:59 main:574] : INFO : Epoch 1574 | loss: 0.0309482 | val_loss: 0.0312319 | Time: 5449.93 ms [2021-05-11 19:56:04 main:574] : INFO : Epoch 1575 | loss: 0.0309393 | val_loss: 0.0312503 | Time: 4712.44 ms [2021-05-11 19:56:09 main:574] : INFO : Epoch 1576 | loss: 0.0309335 | val_loss: 0.0312533 | Time: 4859.37 ms [2021-05-11 19:56:15 main:574] : INFO : Epoch 1577 | loss: 0.0309351 | val_loss: 0.0312582 | Time: 5032.4 ms [2021-05-11 19:56:20 main:574] : INFO : Epoch 1578 | loss: 0.0309429 | val_loss: 0.0312316 | Time: 4835.92 ms [2021-05-11 19:56:25 main:574] : INFO : Epoch 1579 | loss: 0.0309396 | val_loss: 0.0312272 | Time: 4969.99 ms [2021-05-11 19:56:31 main:574] : INFO : Epoch 1580 | loss: 0.0309368 | val_loss: 0.0312426 | Time: 5025.85 ms [2021-05-11 19:56:37 main:574] : INFO : Epoch 1581 | loss: 0.0309341 | val_loss: 0.0312402 | Time: 5113.52 ms [2021-05-11 19:56:42 main:574] : INFO : Epoch 1582 | loss: 0.0309365 | val_loss: 0.0312355 | Time: 4880.64 ms [2021-05-11 19:56:46 main:574] : INFO : Epoch 1583 | loss: 0.0309416 | val_loss: 0.0312702 | Time: 4834.37 ms [2021-05-11 19:56:52 main:574] : INFO : Epoch 1584 | loss: 0.0309453 | val_loss: 0.0312854 | Time: 5068.73 ms [2021-05-11 19:56:57 main:574] : INFO : Epoch 1585 | loss: 0.0309371 | val_loss: 0.0312455 | Time: 4863.16 ms [2021-05-11 19:57:02 main:574] : INFO : Epoch 1586 | loss: 0.0309393 | val_loss: 0.0312917 | Time: 4945.43 ms [2021-05-11 19:57:07 main:574] : INFO : Epoch 1587 | loss: 0.030931 | val_loss: 0.0312649 | Time: 4910.59 ms [2021-05-11 19:57:12 main:574] : INFO : Epoch 1588 | loss: 0.0309419 | val_loss: 0.0312677 | Time: 5059.55 ms [2021-05-11 19:57:17 main:574] : INFO : Epoch 1589 | loss: 0.0309406 | val_loss: 0.0312333 | Time: 4838.87 ms [2021-05-11 19:57:22 main:574] : INFO : Epoch 1590 | loss: 0.0309473 | val_loss: 0.0312119 | Time: 5154.95 ms [2021-05-11 19:57:27 main:574] : INFO : Epoch 1591 | loss: 0.0309392 | val_loss: 0.0312604 | Time: 4950.13 ms [2021-05-11 19:57:32 main:574] : INFO : Epoch 1592 | loss: 0.0309311 | val_loss: 0.0312473 | Time: 4969.53 ms [2021-05-11 19:57:37 main:574] : INFO : Epoch 1593 | loss: 0.0309552 | val_loss: 0.0312186 | Time: 4960.92 ms [2021-05-11 19:57:45 main:574] : INFO : Epoch 1594 | loss: 0.030981 | val_loss: 0.0312159 | Time: 4749.9 ms [2021-05-11 19:57:49 main:574] : INFO : Epoch 1595 | loss: 0.0309472 | val_loss: 0.031275 | Time: 4836.53 ms [2021-05-11 19:57:54 main:574] : INFO : Epoch 1596 | loss: 0.0309408 | val_loss: 0.0312293 | Time: 4757.61 ms [2021-05-11 19:57:59 main:574] : INFO : Epoch 1597 | loss: 0.0309401 | val_loss: 0.0312497 | Time: 4751.29 ms [2021-05-11 19:58:04 main:574] : INFO : Epoch 1598 | loss: 0.0309446 | val_loss: 0.0312439 | Time: 4865.17 ms [2021-05-11 19:58:09 main:574] : INFO : Epoch 1599 | loss: 0.0309383 | val_loss: 0.0312348 | Time: 4747.75 ms [2021-05-11 19:58:14 main:574] : INFO : Epoch 1600 | loss: 0.0309403 | val_loss: 0.0312666 | Time: 4845.8 ms [2021-05-11 19:58:19 main:574] : INFO : Epoch 1601 | loss: 0.0309304 | val_loss: 0.0312554 | Time: 4799.95 ms [2021-05-11 19:58:23 main:574] : INFO : Epoch 1602 | loss: 0.0309363 | val_loss: 0.0312548 | Time: 4774.98 ms [2021-05-11 19:58:28 main:574] : INFO : Epoch 1603 | loss: 0.0309421 | val_loss: 0.0312509 | Time: 4798.38 ms [2021-05-11 19:58:33 main:574] : INFO : Epoch 1604 | loss: 0.0309344 | val_loss: 0.03126 | Time: 4793.36 ms [2021-05-11 19:58:38 main:574] : INFO : Epoch 1605 | loss: 0.0309347 | val_loss: 0.0312563 | Time: 4867.15 ms [2021-05-11 19:58:43 main:574] : INFO : Epoch 1606 | loss: 0.030929 | val_loss: 0.0312659 | Time: 4691.06 ms [2021-05-11 19:58:48 main:574] : INFO : Epoch 1607 | loss: 0.0309302 | val_loss: 0.0312708 | Time: 4675.49 ms [2021-05-11 19:58:52 main:574] : INFO : Epoch 1608 | loss: 0.0309343 | val_loss: 0.0312676 | Time: 4764.91 ms [2021-05-11 19:58:57 main:574] : INFO : Epoch 1609 | loss: 0.0309383 | val_loss: 0.0312562 | Time: 4771.99 ms [2021-05-11 19:59:02 main:574] : INFO : Epoch 1610 | loss: 0.0309326 | val_loss: 0.0312424 | Time: 4820.47 ms [2021-05-11 19:59:07 main:574] : INFO : Epoch 1611 | loss: 0.0309333 | val_loss: 0.0312875 | Time: 4705.2 ms [2021-05-11 19:59:12 main:574] : INFO : Epoch 1612 | loss: 0.0309325 | val_loss: 0.0312644 | Time: 4884.06 ms [2021-05-11 19:59:17 main:574] : INFO : Epoch 1613 | loss: 0.030934 | val_loss: 0.0312673 | Time: 4944.16 ms [2021-05-11 19:59:22 main:574] : INFO : Epoch 1614 | loss: 0.0309323 | val_loss: 0.0312325 | Time: 5047.85 ms [2021-05-11 19:59:27 main:574] : INFO : Epoch 1615 | loss: 0.0309445 | val_loss: 0.0312288 | Time: 4825.06 ms [2021-05-11 19:59:32 main:574] : INFO : Epoch 1616 | loss: 0.0309308 | val_loss: 0.0312784 | Time: 4751.41 ms [2021-05-11 19:59:37 main:574] : INFO : Epoch 1617 | loss: 0.0309335 | val_loss: 0.0312488 | Time: 4912.92 ms [2021-05-11 19:59:42 main:574] : INFO : Epoch 1618 | loss: 0.0309301 | val_loss: 0.0312641 | Time: 4904.6 ms [2021-05-11 19:59:47 main:574] : INFO : Epoch 1619 | loss: 0.0309353 | val_loss: 0.0312624 | Time: 4850.71 ms [2021-05-11 19:59:51 main:574] : INFO : Epoch 1620 | loss: 0.0309286 | val_loss: 0.0312692 | Time: 4843.49 ms [2021-05-11 19:59:56 main:574] : INFO : Epoch 1621 | loss: 0.0309337 | val_loss: 0.0312934 | Time: 4789.54 ms [2021-05-11 20:00:01 main:574] : INFO : Epoch 1622 | loss: 0.0309376 | val_loss: 0.0312534 | Time: 4879.42 ms [2021-05-11 20:00:06 main:574] : INFO : Epoch 1623 | loss: 0.0309376 | val_loss: 0.0312576 | Time: 4851.27 ms [2021-05-11 20:00:11 main:574] : INFO : Epoch 1624 | loss: 0.0309435 | val_loss: 0.0312359 | Time: 4825.38 ms [2021-05-11 20:00:16 main:574] : INFO : Epoch 1625 | loss: 0.0309469 | val_loss: 0.0312338 | Time: 4956.95 ms [2021-05-11 20:00:21 main:574] : INFO : Epoch 1626 | loss: 0.0309417 | val_loss: 0.0312765 | Time: 5088.85 ms [2021-05-11 20:00:26 main:574] : INFO : Epoch 1627 | loss: 0.0309443 | val_loss: 0.0312341 | Time: 4820.71 ms [2021-05-11 20:00:31 main:574] : INFO : Epoch 1628 | loss: 0.0309295 | val_loss: 0.0312448 | Time: 4880.46 ms [2021-05-11 20:00:36 main:574] : INFO : Epoch 1629 | loss: 0.0309323 | val_loss: 0.0312626 | Time: 4822.62 ms [2021-05-11 20:00:41 main:574] : INFO : Epoch 1630 | loss: 0.0309306 | val_loss: 0.0312646 | Time: 4813.56 ms [2021-05-11 20:00:46 main:574] : INFO : Epoch 1631 | loss: 0.0309276 | val_loss: 0.0312599 | Time: 5068.07 ms [2021-05-11 20:00:51 main:574] : INFO : Epoch 1632 | loss: 0.0309302 | val_loss: 0.0312864 | Time: 5040.75 ms [2021-05-11 20:00:56 main:574] : INFO : Epoch 1633 | loss: 0.0309358 | val_loss: 0.031216 | Time: 4862.06 ms [2021-05-11 20:01:01 main:574] : INFO : Epoch 1634 | loss: 0.0309379 | val_loss: 0.0312553 | Time: 4821.83 ms [2021-05-11 20:01:06 main:574] : INFO : Epoch 1635 | loss: 0.0309301 | val_loss: 0.0312521 | Time: 4988.23 ms [2021-05-11 20:01:11 main:574] : INFO : Epoch 1636 | loss: 0.0309357 | val_loss: 0.031233 | Time: 4892.71 ms [2021-05-11 20:01:16 main:574] : INFO : Epoch 1637 | loss: 0.0309372 | val_loss: 0.031259 | Time: 4854.6 ms [2021-05-11 20:01:21 main:574] : INFO : Epoch 1638 | loss: 0.0309353 | val_loss: 0.0312362 | Time: 4786.18 ms [2021-05-11 20:01:26 main:574] : INFO : Epoch 1639 | loss: 0.0309492 | val_loss: 0.0312637 | Time: 4858.22 ms [2021-05-11 20:01:30 main:574] : INFO : Epoch 1640 | loss: 0.0309473 | val_loss: 0.0312392 | Time: 4826.99 ms [2021-05-11 20:01:35 main:574] : INFO : Epoch 1641 | loss: 0.0309374 | val_loss: 0.0312555 | Time: 4827.35 ms [2021-05-11 20:01:40 main:574] : INFO : Epoch 1642 | loss: 0.0309372 | val_loss: 0.0312502 | Time: 4937.76 ms [2021-05-11 20:01:45 main:574] : INFO : Epoch 1643 | loss: 0.0309345 | val_loss: 0.0312356 | Time: 4871.7 ms [2021-05-11 20:01:50 main:574] : INFO : Epoch 1644 | loss: 0.0309413 | val_loss: 0.0312318 | Time: 4876.24 ms [2021-05-11 20:01:55 main:574] : INFO : Epoch 1645 | loss: 0.0309352 | val_loss: 0.031252 | Time: 4918.81 ms [2021-05-11 20:02:00 main:574] : INFO : Epoch 1646 | loss: 0.0309404 | val_loss: 0.0312159 | Time: 4782.72 ms [2021-05-11 20:02:05 main:574] : INFO : Epoch 1647 | loss: 0.0309383 | val_loss: 0.0312543 | Time: 4985.76 ms [2021-05-11 20:02:10 main:574] : INFO : Epoch 1648 | loss: 0.0309386 | val_loss: 0.0312582 | Time: 5106.08 ms [2021-05-11 20:02:15 main:574] : INFO : Epoch 1649 | loss: 0.0309388 | val_loss: 0.0312729 | Time: 4926.74 ms [2021-05-11 20:02:20 main:574] : INFO : Epoch 1650 | loss: 0.0309442 | val_loss: 0.0312616 | Time: 4813.46 ms [2021-05-11 20:02:25 main:574] : INFO : Epoch 1651 | loss: 0.0309368 | val_loss: 0.0312511 | Time: 4648.75 ms [2021-05-11 20:02:29 main:574] : INFO : Epoch 1652 | loss: 0.0309436 | val_loss: 0.0312305 | Time: 4669.84 ms [2021-05-11 20:02:34 main:574] : INFO : Epoch 1653 | loss: 0.0309314 | val_loss: 0.0312759 | Time: 4712.61 ms [2021-05-11 20:02:39 main:574] : INFO : Epoch 1654 | loss: 0.0309298 | val_loss: 0.031249 | Time: 4759.67 ms [2021-05-11 20:02:44 main:574] : INFO : Epoch 1655 | loss: 0.0309308 | val_loss: 0.0312374 | Time: 4943.41 ms [2021-05-11 20:02:49 main:574] : INFO : Epoch 1656 | loss: 0.0309276 | val_loss: 0.0312546 | Time: 4720.83 ms [2021-05-11 20:02:54 main:574] : INFO : Epoch 1657 | loss: 0.0309297 | val_loss: 0.0312522 | Time: 4764.35 ms [2021-05-11 20:02:59 main:574] : INFO : Epoch 1658 | loss: 0.0309334 | val_loss: 0.0312854 | Time: 4816.23 ms [2021-05-11 20:03:03 main:574] : INFO : Epoch 1659 | loss: 0.0309359 | val_loss: 0.0312508 | Time: 4744.42 ms [2021-05-11 20:03:08 main:574] : INFO : Epoch 1660 | loss: 0.0309398 | val_loss: 0.0312396 | Time: 4895.22 ms [2021-05-11 20:03:13 main:574] : INFO : Epoch 1661 | loss: 0.0309322 | val_loss: 0.0312864 | Time: 4799.64 ms [2021-05-11 20:03:18 main:574] : INFO : Epoch 1662 | loss: 0.0309322 | val_loss: 0.0312499 | Time: 4832.15 ms [2021-05-11 20:03:23 main:574] : INFO : Epoch 1663 | loss: 0.0309344 | val_loss: 0.031276 | Time: 4631.26 ms [2021-05-11 20:03:28 main:574] : INFO : Epoch 1664 | loss: 0.030933 | val_loss: 0.0312755 | Time: 4922.25 ms [2021-05-11 20:03:33 main:574] : INFO : Epoch 1665 | loss: 0.0309406 | val_loss: 0.0312672 | Time: 4765.73 ms [2021-05-11 20:03:38 main:574] : INFO : Epoch 1666 | loss: 0.0309361 | val_loss: 0.0312437 | Time: 4798.04 ms [2021-05-11 20:03:42 main:574] : INFO : Epoch 1667 | loss: 0.0309316 | val_loss: 0.0312502 | Time: 4875.67 ms [2021-05-11 20:03:47 main:574] : INFO : Epoch 1668 | loss: 0.0309389 | val_loss: 0.0312704 | Time: 4859.29 ms [2021-05-11 20:03:52 main:574] : INFO : Epoch 1669 | loss: 0.0309341 | val_loss: 0.0312416 | Time: 4821.63 ms [2021-05-11 20:03:57 main:574] : INFO : Epoch 1670 | loss: 0.0309457 | val_loss: 0.0312343 | Time: 4822.78 ms [2021-05-11 20:04:02 main:574] : INFO : Epoch 1671 | loss: 0.0309405 | val_loss: 0.0312605 | Time: 4744.32 ms [2021-05-11 20:04:07 main:574] : INFO : Epoch 1672 | loss: 0.0309382 | val_loss: 0.0312579 | Time: 4958.63 ms [2021-05-11 20:04:12 main:574] : INFO : Epoch 1673 | loss: 0.0309308 | val_loss: 0.0312537 | Time: 5054.97 ms [2021-05-11 20:04:17 main:574] : INFO : Epoch 1674 | loss: 0.0309386 | val_loss: 0.0312788 | Time: 4891.68 ms [2021-05-11 20:04:22 main:574] : INFO : Epoch 1675 | loss: 0.0309317 | val_loss: 0.0312562 | Time: 4882.95 ms [2021-05-11 20:04:27 main:574] : INFO : Epoch 1676 | loss: 0.0309321 | val_loss: 0.03127 | Time: 4720.7 ms [2021-05-11 20:04:32 main:574] : INFO : Epoch 1677 | loss: 0.0309315 | val_loss: 0.031258 | Time: 4834.33 ms [2021-05-11 20:04:37 main:574] : INFO : Epoch 1678 | loss: 0.0309306 | val_loss: 0.0312145 | Time: 4872.17 ms [2021-05-11 20:04:42 main:574] : INFO : Epoch 1679 | loss: 0.0309433 | val_loss: 0.0312291 | Time: 4820.55 ms [2021-05-11 20:04:47 main:574] : INFO : Epoch 1680 | loss: 0.0309477 | val_loss: 0.0312331 | Time: 4903.48 ms [2021-05-11 20:04:52 main:574] : INFO : Epoch 1681 | loss: 0.030937 | val_loss: 0.0312711 | Time: 4967.3 ms [2021-05-11 20:04:56 main:574] : INFO : Epoch 1682 | loss: 0.0309361 | val_loss: 0.0312586 | Time: 4823.73 ms [2021-05-11 20:05:02 main:574] : INFO : Epoch 1683 | loss: 0.0309398 | val_loss: 0.0312691 | Time: 5122.61 ms [2021-05-11 20:05:07 main:574] : INFO : Epoch 1684 | loss: 0.0309469 | val_loss: 0.0312694 | Time: 5063.87 ms [2021-05-11 20:05:12 main:574] : INFO : Epoch 1685 | loss: 0.0309343 | val_loss: 0.0312318 | Time: 4844.81 ms [2021-05-11 20:05:17 main:574] : INFO : Epoch 1686 | loss: 0.0309277 | val_loss: 0.0312823 | Time: 4788.32 ms [2021-05-11 20:05:21 main:574] : INFO : Epoch 1687 | loss: 0.0309338 | val_loss: 0.0312519 | Time: 4667.96 ms [2021-05-11 20:05:26 main:574] : INFO : Epoch 1688 | loss: 0.0309352 | val_loss: 0.0312458 | Time: 4822.14 ms [2021-05-11 20:05:31 main:574] : INFO : Epoch 1689 | loss: 0.0309399 | val_loss: 0.0312491 | Time: 4875.61 ms [2021-05-11 20:05:36 main:574] : INFO : Epoch 1690 | loss: 0.0309354 | val_loss: 0.0312614 | Time: 4919.1 ms [2021-05-11 20:05:41 main:574] : INFO : Epoch 1691 | loss: 0.0309263 | val_loss: 0.0312884 | Time: 4882.64 ms [2021-05-11 20:05:46 main:574] : INFO : Epoch 1692 | loss: 0.0309376 | val_loss: 0.0312615 | Time: 4954.87 ms [2021-05-11 20:05:51 main:574] : INFO : Epoch 1693 | loss: 0.0309428 | val_loss: 0.0312577 | Time: 4834.22 ms [2021-05-11 20:05:56 main:574] : INFO : Epoch 1694 | loss: 0.030939 | val_loss: 0.0312296 | Time: 4838.83 ms [2021-05-11 20:06:01 main:574] : INFO : Epoch 1695 | loss: 0.0309337 | val_loss: 0.0312842 | Time: 4865.64 ms [2021-05-11 20:06:06 main:574] : INFO : Epoch 1696 | loss: 0.0309394 | val_loss: 0.0312515 | Time: 4813.36 ms [2021-05-11 20:06:11 main:574] : INFO : Epoch 1697 | loss: 0.0309419 | val_loss: 0.0312849 | Time: 4943.02 ms [2021-05-11 20:06:15 main:574] : INFO : Epoch 1698 | loss: 0.0309279 | val_loss: 0.0312502 | Time: 4752.1 ms [2021-05-11 20:06:20 main:574] : INFO : Epoch 1699 | loss: 0.0309394 | val_loss: 0.0312743 | Time: 4935.86 ms [2021-05-11 20:06:25 main:574] : INFO : Epoch 1700 | loss: 0.0309287 | val_loss: 0.0312512 | Time: 4737.09 ms [2021-05-11 20:06:30 main:574] : INFO : Epoch 1701 | loss: 0.0309348 | val_loss: 0.0312574 | Time: 4801.68 ms [2021-05-11 20:06:35 main:574] : INFO : Epoch 1702 | loss: 0.0309278 | val_loss: 0.0312752 | Time: 5034.29 ms [2021-05-11 20:06:40 main:574] : INFO : Epoch 1703 | loss: 0.0309315 | val_loss: 0.0312626 | Time: 4841.53 ms [2021-05-11 20:06:45 main:574] : INFO : Epoch 1704 | loss: 0.0309351 | val_loss: 0.0312688 | Time: 4821.9 ms [2021-05-11 20:06:50 main:574] : INFO : Epoch 1705 | loss: 0.030941 | val_loss: 0.031253 | Time: 4861.12 ms [2021-05-11 20:06:55 main:574] : INFO : Epoch 1706 | loss: 0.0309272 | val_loss: 0.0312377 | Time: 4739.16 ms [2021-05-11 20:07:00 main:574] : INFO : Epoch 1707 | loss: 0.0309317 | val_loss: 0.0312385 | Time: 4940.67 ms [2021-05-11 20:07:04 main:574] : INFO : Epoch 1708 | loss: 0.0309285 | val_loss: 0.0312816 | Time: 4750.55 ms [2021-05-11 20:07:09 main:574] : INFO : Epoch 1709 | loss: 0.030931 | val_loss: 0.031275 | Time: 4748.51 ms [2021-05-11 20:07:14 main:574] : INFO : Epoch 1710 | loss: 0.0309339 | val_loss: 0.0312515 | Time: 4848.17 ms [2021-05-11 20:07:19 main:574] : INFO : Epoch 1711 | loss: 0.0309246 | val_loss: 0.0312615 | Time: 4840.34 ms [2021-05-11 20:07:24 main:574] : INFO : Epoch 1712 | loss: 0.0309306 | val_loss: 0.031278 | Time: 4807.23 ms [2021-05-11 20:07:29 main:574] : INFO : Epoch 1713 | loss: 0.0309362 | val_loss: 0.0312451 | Time: 4970.74 ms [2021-05-11 20:07:34 main:574] : INFO : Epoch 1714 | loss: 0.030948 | val_loss: 0.0312533 | Time: 4858.06 ms [2021-05-11 20:07:39 main:574] : INFO : Epoch 1715 | loss: 0.0309353 | val_loss: 0.0312797 | Time: 4743.63 ms [2021-05-11 20:07:44 main:574] : INFO : Epoch 1716 | loss: 0.0309541 | val_loss: 0.0312583 | Time: 4858.89 ms [2021-05-11 20:07:48 main:574] : INFO : Epoch 1717 | loss: 0.0309501 | val_loss: 0.0312641 | Time: 4713.17 ms [2021-05-11 20:07:53 main:574] : INFO : Epoch 1718 | loss: 0.0309314 | val_loss: 0.0312483 | Time: 4835.01 ms [2021-05-11 20:07:58 main:574] : INFO : Epoch 1719 | loss: 0.0309326 | val_loss: 0.0312704 | Time: 4816.07 ms [2021-05-11 20:08:03 main:574] : INFO : Epoch 1720 | loss: 0.0309346 | val_loss: 0.0312378 | Time: 4758.79 ms [2021-05-11 20:08:08 main:574] : INFO : Epoch 1721 | loss: 0.0309307 | val_loss: 0.0312482 | Time: 4815.08 ms [2021-05-11 20:08:13 main:574] : INFO : Epoch 1722 | loss: 0.0309334 | val_loss: 0.0312734 | Time: 4866.71 ms [2021-05-11 20:08:18 main:574] : INFO : Epoch 1723 | loss: 0.0309352 | val_loss: 0.0312555 | Time: 4720.51 ms [2021-05-11 20:08:22 main:574] : INFO : Epoch 1724 | loss: 0.030945 | val_loss: 0.0312534 | Time: 4861.49 ms [2021-05-11 20:08:27 main:574] : INFO : Epoch 1725 | loss: 0.0309385 | val_loss: 0.0312268 | Time: 4854.66 ms [2021-05-11 20:08:32 main:574] : INFO : Epoch 1726 | loss: 0.0309369 | val_loss: 0.0312904 | Time: 4699.87 ms [2021-05-11 20:08:37 main:574] : INFO : Epoch 1727 | loss: 0.0309441 | val_loss: 0.0312724 | Time: 4905.76 ms [2021-05-11 20:08:42 main:574] : INFO : Epoch 1728 | loss: 0.0309369 | val_loss: 0.0312612 | Time: 4827.82 ms [2021-05-11 20:08:47 main:574] : INFO : Epoch 1729 | loss: 0.0309297 | val_loss: 0.031233 | Time: 4849.57 ms [2021-05-11 20:08:52 main:574] : INFO : Epoch 1730 | loss: 0.0309386 | val_loss: 0.0312797 | Time: 4878.11 ms [2021-05-11 20:08:57 main:574] : INFO : Epoch 1731 | loss: 0.030932 | val_loss: 0.0312613 | Time: 4930.54 ms [2021-05-11 20:09:02 main:574] : INFO : Epoch 1732 | loss: 0.0309322 | val_loss: 0.0312589 | Time: 4871.01 ms [2021-05-11 20:09:07 main:574] : INFO : Epoch 1733 | loss: 0.0309317 | val_loss: 0.03124 | Time: 4852.6 ms [2021-05-11 20:09:12 main:574] : INFO : Epoch 1734 | loss: 0.030935 | val_loss: 0.0312516 | Time: 4769.2 ms [2021-05-11 20:09:17 main:574] : INFO : Epoch 1735 | loss: 0.0309377 | val_loss: 0.0312849 | Time: 4769.89 ms [2021-05-11 20:09:21 main:574] : INFO : Epoch 1736 | loss: 0.0309448 | val_loss: 0.0312682 | Time: 4702.59 ms [2021-05-11 20:09:26 main:574] : INFO : Epoch 1737 | loss: 0.030938 | val_loss: 0.0312617 | Time: 4793.97 ms [2021-05-11 20:09:31 main:574] : INFO : Epoch 1738 | loss: 0.0309342 | val_loss: 0.031261 | Time: 4732.11 ms [2021-05-11 20:09:36 main:574] : INFO : Epoch 1739 | loss: 0.0309401 | val_loss: 0.0312569 | Time: 4735.49 ms [2021-05-11 20:09:41 main:574] : INFO : Epoch 1740 | loss: 0.030939 | val_loss: 0.0312262 | Time: 4879.29 ms [2021-05-11 20:09:46 main:574] : INFO : Epoch 1741 | loss: 0.0309336 | val_loss: 0.0312604 | Time: 4908.62 ms [2021-05-11 20:09:51 main:574] : INFO : Epoch 1742 | loss: 0.0309265 | val_loss: 0.0312502 | Time: 4990.11 ms [2021-05-11 20:09:56 main:574] : INFO : Epoch 1743 | loss: 0.0309319 | val_loss: 0.0312822 | Time: 4859.83 ms [2021-05-11 20:10:01 main:574] : INFO : Epoch 1744 | loss: 0.0309513 | val_loss: 0.0312712 | Time: 4744.51 ms [2021-05-11 20:10:05 main:574] : INFO : Epoch 1745 | loss: 0.0309399 | val_loss: 0.0312719 | Time: 4924.63 ms [2021-05-11 20:10:10 main:574] : INFO : Epoch 1746 | loss: 0.0309359 | val_loss: 0.0312729 | Time: 4773.48 ms [2021-05-11 20:10:15 main:574] : INFO : Epoch 1747 | loss: 0.0309375 | val_loss: 0.0312761 | Time: 4852.67 ms [2021-05-11 20:10:20 main:574] : INFO : Epoch 1748 | loss: 0.0309379 | val_loss: 0.0312665 | Time: 4793.33 ms [2021-05-11 20:10:25 main:574] : INFO : Epoch 1749 | loss: 0.0309385 | val_loss: 0.0312386 | Time: 4760.15 ms [2021-05-11 20:10:30 main:574] : INFO : Epoch 1750 | loss: 0.0309429 | val_loss: 0.0312456 | Time: 4758.58 ms [2021-05-11 20:10:35 main:574] : INFO : Epoch 1751 | loss: 0.0309371 | val_loss: 0.0312474 | Time: 4881.51 ms [2021-05-11 20:10:39 main:574] : INFO : Epoch 1752 | loss: 0.0309324 | val_loss: 0.0313277 | Time: 4658.81 ms [2021-05-11 20:10:44 main:574] : INFO : Epoch 1753 | loss: 0.0309299 | val_loss: 0.0312838 | Time: 4766.62 ms [2021-05-11 20:10:49 main:574] : INFO : Epoch 1754 | loss: 0.0309313 | val_loss: 0.0312529 | Time: 4750.68 ms [2021-05-11 20:10:54 main:574] : INFO : Epoch 1755 | loss: 0.0309383 | val_loss: 0.0312621 | Time: 5198.78 ms [2021-05-11 20:11:00 main:574] : INFO : Epoch 1756 | loss: 0.0309318 | val_loss: 0.0312582 | Time: 5243.83 ms [2021-05-11 20:11:05 main:574] : INFO : Epoch 1757 | loss: 0.0309408 | val_loss: 0.0312405 | Time: 4900.63 ms [2021-05-11 20:11:10 main:574] : INFO : Epoch 1758 | loss: 0.0309396 | val_loss: 0.0312595 | Time: 4766.55 ms [2021-05-11 20:11:15 main:574] : INFO : Epoch 1759 | loss: 0.0309339 | val_loss: 0.0312701 | Time: 4822.87 ms [2021-05-11 20:11:19 main:574] : INFO : Epoch 1760 | loss: 0.0309246 | val_loss: 0.0312624 | Time: 4788.18 ms [2021-05-11 20:11:24 main:574] : INFO : Epoch 1761 | loss: 0.0309269 | val_loss: 0.0312605 | Time: 4803.32 ms [2021-05-11 20:11:29 main:574] : INFO : Epoch 1762 | loss: 0.0309323 | val_loss: 0.0312791 | Time: 4932.7 ms [2021-05-11 20:11:34 main:574] : INFO : Epoch 1763 | loss: 0.0309374 | val_loss: 0.0312722 | Time: 4747.05 ms [2021-05-11 20:11:39 main:574] : INFO : Epoch 1764 | loss: 0.0309344 | val_loss: 0.0312205 | Time: 4816.62 ms [2021-05-11 20:11:44 main:574] : INFO : Epoch 1765 | loss: 0.0309377 | val_loss: 0.031262 | Time: 4804.76 ms [2021-05-11 20:11:49 main:574] : INFO : Epoch 1766 | loss: 0.0309349 | val_loss: 0.0312536 | Time: 4968.19 ms [2021-05-11 20:11:54 main:574] : INFO : Epoch 1767 | loss: 0.0309348 | val_loss: 0.0312414 | Time: 4807.13 ms [2021-05-11 20:11:59 main:574] : INFO : Epoch 1768 | loss: 0.0309387 | val_loss: 0.0312685 | Time: 4805.17 ms [2021-05-11 20:12:04 main:574] : INFO : Epoch 1769 | loss: 0.0309359 | val_loss: 0.031231 | Time: 5090.7 ms [2021-05-11 20:12:09 main:574] : INFO : Epoch 1770 | loss: 0.0309271 | val_loss: 0.0312726 | Time: 5141.74 ms [2021-05-11 20:12:14 main:574] : INFO : Epoch 1771 | loss: 0.0309314 | val_loss: 0.0312777 | Time: 5236.3 ms [2021-05-11 20:12:19 main:574] : INFO : Epoch 1772 | loss: 0.0309379 | val_loss: 0.0312642 | Time: 5186.87 ms [2021-05-11 20:12:25 main:574] : INFO : Epoch 1773 | loss: 0.0309352 | val_loss: 0.0312446 | Time: 5133.44 ms [2021-05-11 20:12:30 main:574] : INFO : Epoch 1774 | loss: 0.0309286 | val_loss: 0.0312605 | Time: 4892.8 ms [2021-05-11 20:12:35 main:574] : INFO : Epoch 1775 | loss: 0.0309298 | val_loss: 0.031253 | Time: 4772.2 ms [2021-05-11 20:12:39 main:574] : INFO : Epoch 1776 | loss: 0.0309496 | val_loss: 0.0312494 | Time: 4778.83 ms [2021-05-11 20:12:44 main:574] : INFO : Epoch 1777 | loss: 0.0309442 | val_loss: 0.0312388 | Time: 4795.89 ms [2021-05-11 20:12:49 main:574] : INFO : Epoch 1778 | loss: 0.0309366 | val_loss: 0.0312676 | Time: 4775.03 ms [2021-05-11 20:12:54 main:574] : INFO : Epoch 1779 | loss: 0.0309311 | val_loss: 0.0312485 | Time: 4843.41 ms [2021-05-11 20:12:59 main:574] : INFO : Epoch 1780 | loss: 0.0309266 | val_loss: 0.0312677 | Time: 4727.96 ms [2021-05-11 20:13:04 main:574] : INFO : Epoch 1781 | loss: 0.0309237 | val_loss: 0.0312719 | Time: 4808.63 ms [2021-05-11 20:13:08 main:574] : INFO : Epoch 1782 | loss: 0.0309316 | val_loss: 0.0312742 | Time: 4742.07 ms [2021-05-11 20:13:13 main:574] : INFO : Epoch 1783 | loss: 0.030937 | val_loss: 0.0312715 | Time: 4836.89 ms [2021-05-11 20:13:18 main:574] : INFO : Epoch 1784 | loss: 0.0309393 | val_loss: 0.031271 | Time: 4844.03 ms [2021-05-11 20:13:23 main:574] : INFO : Epoch 1785 | loss: 0.0309324 | val_loss: 0.0312192 | Time: 4864.45 ms [2021-05-11 20:13:28 main:574] : INFO : Epoch 1786 | loss: 0.0309346 | val_loss: 0.0312649 | Time: 4827.88 ms [2021-05-11 20:13:33 main:574] : INFO : Epoch 1787 | loss: 0.0309298 | val_loss: 0.0312383 | Time: 4723.37 ms [2021-05-11 20:13:38 main:574] : INFO : Epoch 1788 | loss: 0.0309267 | val_loss: 0.03124 | Time: 4747.84 ms [2021-05-11 20:13:43 main:574] : INFO : Epoch 1789 | loss: 0.0309377 | val_loss: 0.0312392 | Time: 5007.45 ms [2021-05-11 20:13:48 main:574] : INFO : Epoch 1790 | loss: 0.0309346 | val_loss: 0.0312539 | Time: 4913.13 ms [2021-05-11 20:13:53 main:574] : INFO : Epoch 1791 | loss: 0.0309334 | val_loss: 0.0312381 | Time: 4856.55 ms [2021-05-11 20:13:57 main:574] : INFO : Epoch 1792 | loss: 0.0309376 | val_loss: 0.0312601 | Time: 4837.91 ms [2021-05-11 20:14:02 main:574] : INFO : Epoch 1793 | loss: 0.0309356 | val_loss: 0.0312547 | Time: 4860.92 ms [2021-05-11 20:14:07 main:574] : INFO : Epoch 1794 | loss: 0.0309345 | val_loss: 0.0312657 | Time: 4795.53 ms [2021-05-11 20:14:12 main:574] : INFO : Epoch 1795 | loss: 0.0309339 | val_loss: 0.0312484 | Time: 4841.93 ms [2021-05-11 20:14:17 main:574] : INFO : Epoch 1796 | loss: 0.030935 | val_loss: 0.031254 | Time: 4830.2 ms [2021-05-11 20:14:22 main:574] : INFO : Epoch 1797 | loss: 0.0309394 | val_loss: 0.031292 | Time: 4821.79 ms [2021-05-11 20:14:27 main:574] : INFO : Epoch 1798 | loss: 0.0309349 | val_loss: 0.0312585 | Time: 4759.86 ms [2021-05-11 20:14:32 main:574] : INFO : Epoch 1799 | loss: 0.0309399 | val_loss: 0.0312632 | Time: 4820.21 ms [2021-05-11 20:14:36 main:574] : INFO : Epoch 1800 | loss: 0.0309332 | val_loss: 0.0312951 | Time: 4820.59 ms [2021-05-11 20:14:41 main:574] : INFO : Epoch 1801 | loss: 0.0309372 | val_loss: 0.0312595 | Time: 4892.17 ms [2021-05-11 20:14:46 main:574] : INFO : Epoch 1802 | loss: 0.030944 | val_loss: 0.0312419 | Time: 4858.12 ms [2021-05-11 20:14:51 main:574] : INFO : Epoch 1803 | loss: 0.0309353 | val_loss: 0.0312625 | Time: 4866.37 ms [2021-05-11 20:14:56 main:574] : INFO : Epoch 1804 | loss: 0.0309252 | val_loss: 0.0312504 | Time: 4747.97 ms [2021-05-11 20:15:01 main:574] : INFO : Epoch 1805 | loss: 0.0309326 | val_loss: 0.0312358 | Time: 4762.3 ms [2021-05-11 20:15:06 main:574] : INFO : Epoch 1806 | loss: 0.030933 | val_loss: 0.0312357 | Time: 4731.09 ms [2021-05-11 20:15:11 main:574] : INFO : Epoch 1807 | loss: 0.0309542 | val_loss: 0.0312592 | Time: 4966.2 ms [2021-05-11 20:15:15 main:574] : INFO : Epoch 1808 | loss: 0.0309398 | val_loss: 0.0312609 | Time: 4692.18 ms [2021-05-11 20:15:20 main:574] : INFO : Epoch 1809 | loss: 0.0309385 | val_loss: 0.0312422 | Time: 4763.02 ms [2021-05-11 20:15:25 main:574] : INFO : Epoch 1810 | loss: 0.0309383 | val_loss: 0.0312677 | Time: 4816.85 ms [2021-05-11 20:15:30 main:574] : INFO : Epoch 1811 | loss: 0.0309348 | val_loss: 0.0312269 | Time: 4899.03 ms [2021-05-11 20:15:35 main:574] : INFO : Epoch 1812 | loss: 0.0309398 | val_loss: 0.0312326 | Time: 4825.33 ms [2021-05-11 20:15:40 main:574] : INFO : Epoch 1813 | loss: 0.0309349 | val_loss: 0.0312566 | Time: 4788.65 ms [2021-05-11 20:15:45 main:574] : INFO : Epoch 1814 | loss: 0.0309382 | val_loss: 0.0312186 | Time: 4963.94 ms [2021-05-11 20:15:50 main:574] : INFO : Epoch 1815 | loss: 0.0309406 | val_loss: 0.0312588 | Time: 4864.47 ms [2021-05-11 20:15:55 main:574] : INFO : Epoch 1816 | loss: 0.0309315 | val_loss: 0.0312404 | Time: 4862.18 ms [2021-05-11 20:16:00 main:574] : INFO : Epoch 1817 | loss: 0.0309337 | val_loss: 0.0312602 | Time: 4896.73 ms [2021-05-11 20:16:04 main:574] : INFO : Epoch 1818 | loss: 0.0309338 | val_loss: 0.0312502 | Time: 4731.75 ms [2021-05-11 20:16:09 main:574] : INFO : Epoch 1819 | loss: 0.0309323 | val_loss: 0.0312904 | Time: 4724.69 ms [2021-05-11 20:16:14 main:574] : INFO : Epoch 1820 | loss: 0.0309284 | val_loss: 0.0312372 | Time: 4765.95 ms [2021-05-11 20:16:19 main:574] : INFO : Epoch 1821 | loss: 0.0309347 | val_loss: 0.0312553 | Time: 4708 ms [2021-05-11 20:16:23 main:574] : INFO : Epoch 1822 | loss: 0.0309334 | val_loss: 0.0312322 | Time: 4704.59 ms [2021-05-11 20:16:28 main:574] : INFO : Epoch 1823 | loss: 0.0309312 | val_loss: 0.0312403 | Time: 4946.13 ms [2021-05-11 20:16:33 main:574] : INFO : Epoch 1824 | loss: 0.0309319 | val_loss: 0.0312537 | Time: 4840.47 ms [2021-05-11 20:16:38 main:574] : INFO : Epoch 1825 | loss: 0.0309441 | val_loss: 0.0312195 | Time: 4941.47 ms [2021-05-11 20:16:43 main:574] : INFO : Epoch 1826 | loss: 0.0309471 | val_loss: 0.0312252 | Time: 4924.66 ms [2021-05-11 20:16:48 main:574] : INFO : Epoch 1827 | loss: 0.0309523 | val_loss: 0.0312593 | Time: 4795.9 ms [2021-05-11 20:16:53 main:574] : INFO : Epoch 1828 | loss: 0.0309388 | val_loss: 0.0312256 | Time: 4867.73 ms [2021-05-11 20:16:58 main:574] : INFO : Epoch 1829 | loss: 0.030936 | val_loss: 0.0312304 | Time: 4949.41 ms [2021-05-11 20:17:03 main:574] : INFO : Epoch 1830 | loss: 0.0309393 | val_loss: 0.0312588 | Time: 4773.58 ms [2021-05-11 20:17:08 main:574] : INFO : Epoch 1831 | loss: 0.0309379 | val_loss: 0.0312709 | Time: 4843.92 ms [2021-05-11 20:17:13 main:574] : INFO : Epoch 1832 | loss: 0.0309372 | val_loss: 0.0312489 | Time: 4975.33 ms [2021-05-11 20:17:18 main:574] : INFO : Epoch 1833 | loss: 0.0309305 | val_loss: 0.031245 | Time: 4727.13 ms [2021-05-11 20:17:22 main:574] : INFO : Epoch 1834 | loss: 0.0309371 | val_loss: 0.0312283 | Time: 4809.41 ms [2021-05-11 20:17:27 main:574] : INFO : Epoch 1835 | loss: 0.0309326 | val_loss: 0.0312696 | Time: 4913.96 ms [2021-05-11 20:17:32 main:574] : INFO : Epoch 1836 | loss: 0.0309355 | val_loss: 0.0312685 | Time: 4945.34 ms [2021-05-11 20:17:37 main:574] : INFO : Epoch 1837 | loss: 0.030941 | val_loss: 0.031246 | Time: 5005.61 ms [2021-05-11 20:17:42 main:574] : INFO : Epoch 1838 | loss: 0.0309331 | val_loss: 0.0312635 | Time: 4844.95 ms [2021-05-11 20:17:47 main:574] : INFO : Epoch 1839 | loss: 0.0309276 | val_loss: 0.0312583 | Time: 4723.55 ms [2021-05-11 20:17:52 main:574] : INFO : Epoch 1840 | loss: 0.0309627 | val_loss: 0.0312238 | Time: 4867.18 ms [2021-05-11 20:17:57 main:574] : INFO : Epoch 1841 | loss: 0.0309499 | val_loss: 0.0312434 | Time: 4956.01 ms [2021-05-11 20:18:02 main:574] : INFO : Epoch 1842 | loss: 0.0309412 | val_loss: 0.0312198 | Time: 5001.54 ms [2021-05-11 20:18:07 main:574] : INFO : Epoch 1843 | loss: 0.0309912 | val_loss: 0.0312359 | Time: 4911.36 ms [2021-05-11 20:18:12 main:574] : INFO : Epoch 1844 | loss: 0.0309669 | val_loss: 0.0312331 | Time: 4970.72 ms [2021-05-11 20:18:17 main:574] : INFO : Epoch 1845 | loss: 0.0309456 | val_loss: 0.0312722 | Time: 4861.86 ms [2021-05-11 20:18:22 main:574] : INFO : Epoch 1846 | loss: 0.0309415 | val_loss: 0.031276 | Time: 4827.26 ms [2021-05-11 20:18:27 main:574] : INFO : Epoch 1847 | loss: 0.030927 | val_loss: 0.0312594 | Time: 4825.91 ms [2021-05-11 20:18:32 main:574] : INFO : Epoch 1848 | loss: 0.0309247 | val_loss: 0.0312508 | Time: 4881.5 ms [2021-05-11 20:18:37 main:574] : INFO : Epoch 1849 | loss: 0.0309348 | val_loss: 0.0312572 | Time: 4815.96 ms [2021-05-11 20:18:42 main:574] : INFO : Epoch 1850 | loss: 0.0309334 | val_loss: 0.0312518 | Time: 4798.49 ms [2021-05-11 20:18:46 main:574] : INFO : Epoch 1851 | loss: 0.0309669 | val_loss: 0.0311949 | Time: 4858.47 ms [2021-05-11 20:18:51 main:574] : INFO : Epoch 1852 | loss: 0.0310612 | val_loss: 0.0311634 | Time: 4978.73 ms [2021-05-11 20:18:56 main:574] : INFO : Epoch 1853 | loss: 0.0310259 | val_loss: 0.0311825 | Time: 4837.44 ms [2021-05-11 20:19:01 main:574] : INFO : Epoch 1854 | loss: 0.0309908 | val_loss: 0.0312131 | Time: 4828.26 ms [2021-05-11 20:19:06 main:574] : INFO : Epoch 1855 | loss: 0.0309607 | val_loss: 0.0312306 | Time: 4863.55 ms [2021-05-11 20:19:11 main:574] : INFO : Epoch 1856 | loss: 0.0309457 | val_loss: 0.0312337 | Time: 4863.91 ms [2021-05-11 20:19:16 main:574] : INFO : Epoch 1857 | loss: 0.0309383 | val_loss: 0.0312379 | Time: 4668.44 ms [2021-05-11 20:19:21 main:574] : INFO : Epoch 1858 | loss: 0.0309346 | val_loss: 0.0312678 | Time: 4766.55 ms [2021-05-11 20:19:26 main:574] : INFO : Epoch 1859 | loss: 0.0309388 | val_loss: 0.0312812 | Time: 4751.14 ms [2021-05-11 20:19:31 main:574] : INFO : Epoch 1860 | loss: 0.0309293 | val_loss: 0.0312422 | Time: 5000.3 ms [2021-05-11 20:19:35 main:574] : INFO : Epoch 1861 | loss: 0.0309371 | val_loss: 0.0312673 | Time: 4819.3 ms [2021-05-11 20:19:40 main:574] : INFO : Epoch 1862 | loss: 0.0309401 | val_loss: 0.0312605 | Time: 4783.97 ms [2021-05-11 20:19:46 main:574] : INFO : Epoch 1863 | loss: 0.0309363 | val_loss: 0.0312457 | Time: 5055.82 ms [2021-05-11 20:19:51 main:574] : INFO : Epoch 1864 | loss: 0.0309355 | val_loss: 0.0312803 | Time: 4844.38 ms [2021-05-11 20:19:56 main:574] : INFO : Epoch 1865 | loss: 0.0309341 | val_loss: 0.0312646 | Time: 5029.42 ms [2021-05-11 20:20:01 main:574] : INFO : Epoch 1866 | loss: 0.0309371 | val_loss: 0.0312488 | Time: 4798.92 ms [2021-05-11 20:20:06 main:574] : INFO : Epoch 1867 | loss: 0.0309405 | val_loss: 0.0312633 | Time: 4970.86 ms [2021-05-11 20:20:11 main:574] : INFO : Epoch 1868 | loss: 0.0309304 | val_loss: 0.0312648 | Time: 4787.97 ms [2021-05-11 20:20:16 main:574] : INFO : Epoch 1869 | loss: 0.0309296 | val_loss: 0.0312535 | Time: 4898.75 ms [2021-05-11 20:20:21 main:574] : INFO : Epoch 1870 | loss: 0.0309344 | val_loss: 0.0312365 | Time: 4969.21 ms [2021-05-11 20:20:26 main:574] : INFO : Epoch 1871 | loss: 0.0309479 | val_loss: 0.031237 | Time: 4840.89 ms [2021-05-11 20:20:31 main:574] : INFO : Epoch 1872 | loss: 0.0309463 | val_loss: 0.0312378 | Time: 5022.08 ms [2021-05-11 20:20:36 main:574] : INFO : Epoch 1873 | loss: 0.0309341 | val_loss: 0.0312968 | Time: 4952.05 ms [2021-05-11 20:20:41 main:574] : INFO : Epoch 1874 | loss: 0.0309264 | val_loss: 0.0312538 | Time: 4845.1 ms [2021-05-11 20:20:46 main:574] : INFO : Epoch 1875 | loss: 0.0309322 | val_loss: 0.0312401 | Time: 4917.67 ms [2021-05-11 20:20:51 main:574] : INFO : Epoch 1876 | loss: 0.0309231 | val_loss: 0.0312804 | Time: 5025.09 ms [2021-05-11 20:20:56 main:574] : INFO : Epoch 1877 | loss: 0.0309287 | val_loss: 0.0312694 | Time: 4904.45 ms [2021-05-11 20:21:01 main:574] : INFO : Epoch 1878 | loss: 0.0309378 | val_loss: 0.0312531 | Time: 4894.13 ms [2021-05-11 20:21:06 main:574] : INFO : Epoch 1879 | loss: 0.0309422 | val_loss: 0.0312447 | Time: 4894.61 ms [2021-05-11 20:21:11 main:574] : INFO : Epoch 1880 | loss: 0.0309345 | val_loss: 0.0312658 | Time: 4973.85 ms [2021-05-11 20:21:16 main:574] : INFO : Epoch 1881 | loss: 0.0309466 | val_loss: 0.0312508 | Time: 4821.17 ms [2021-05-11 20:21:21 main:574] : INFO : Epoch 1882 | loss: 0.0309392 | val_loss: 0.0312526 | Time: 4924.5 ms [2021-05-11 20:21:26 main:574] : INFO : Epoch 1883 | loss: 0.0309277 | val_loss: 0.031251 | Time: 4850.36 ms [2021-05-11 20:21:31 main:574] : INFO : Epoch 1884 | loss: 0.0309307 | val_loss: 0.0312746 | Time: 4877.29 ms [2021-05-11 20:21:36 main:574] : INFO : Epoch 1885 | loss: 0.0309359 | val_loss: 0.0312359 | Time: 4845.38 ms [2021-05-11 20:21:41 main:574] : INFO : Epoch 1886 | loss: 0.0309331 | val_loss: 0.0312793 | Time: 4778.18 ms [2021-05-11 20:21:46 main:574] : INFO : Epoch 1887 | loss: 0.0309291 | val_loss: 0.0312385 | Time: 4876.18 ms [2021-05-11 20:21:51 main:574] : INFO : Epoch 1888 | loss: 0.0309297 | val_loss: 0.031249 | Time: 4875.61 ms [2021-05-11 20:21:56 main:574] : INFO : Epoch 1889 | loss: 0.0309309 | val_loss: 0.0312519 | Time: 5026.11 ms [2021-05-11 20:22:01 main:574] : INFO : Epoch 1890 | loss: 0.0309288 | val_loss: 0.0312551 | Time: 4856.88 ms [2021-05-11 20:22:06 main:574] : INFO : Epoch 1891 | loss: 0.0309342 | val_loss: 0.0312508 | Time: 4918.77 ms [2021-05-11 20:22:11 main:574] : INFO : Epoch 1892 | loss: 0.0309396 | val_loss: 0.031242 | Time: 4847.49 ms [2021-05-11 20:22:15 main:574] : INFO : Epoch 1893 | loss: 0.0309339 | val_loss: 0.0312605 | Time: 4854.84 ms [2021-05-11 20:22:21 main:574] : INFO : Epoch 1894 | loss: 0.0309377 | val_loss: 0.0312593 | Time: 5039.57 ms [2021-05-11 20:22:25 main:574] : INFO : Epoch 1895 | loss: 0.0309429 | val_loss: 0.0312352 | Time: 4770.98 ms [2021-05-11 20:22:30 main:574] : INFO : Epoch 1896 | loss: 0.0309324 | val_loss: 0.0312639 | Time: 4876.92 ms [2021-05-11 20:22:35 main:574] : INFO : Epoch 1897 | loss: 0.0309297 | val_loss: 0.0312603 | Time: 4916.52 ms [2021-05-11 20:22:40 main:574] : INFO : Epoch 1898 | loss: 0.0309302 | val_loss: 0.0312772 | Time: 4931.53 ms [2021-05-11 20:22:45 main:574] : INFO : Epoch 1899 | loss: 0.0309317 | val_loss: 0.0312535 | Time: 4773.61 ms [2021-05-11 20:22:50 main:574] : INFO : Epoch 1900 | loss: 0.0309339 | val_loss: 0.0312479 | Time: 4963.75 ms [2021-05-11 20:22:55 main:574] : INFO : Epoch 1901 | loss: 0.0309324 | val_loss: 0.0312508 | Time: 4975.1 ms [2021-05-11 20:23:00 main:574] : INFO : Epoch 1902 | loss: 0.0309304 | val_loss: 0.0312466 | Time: 4830.73 ms [2021-05-11 20:23:05 main:574] : INFO : Epoch 1903 | loss: 0.0309273 | val_loss: 0.0312844 | Time: 4919.4 ms [2021-05-11 20:23:10 main:574] : INFO : Epoch 1904 | loss: 0.0309371 | val_loss: 0.0312517 | Time: 4976.64 ms [2021-05-11 20:23:15 main:574] : INFO : Epoch 1905 | loss: 0.0309402 | val_loss: 0.03126 | Time: 4876.46 ms [2021-05-11 20:23:20 main:574] : INFO : Epoch 1906 | loss: 0.0309307 | val_loss: 0.0312211 | Time: 4899.27 ms [2021-05-11 20:23:25 main:574] : INFO : Epoch 1907 | loss: 0.0309554 | val_loss: 0.0312503 | Time: 4992.85 ms [2021-05-11 20:23:30 main:574] : INFO : Epoch 1908 | loss: 0.0309392 | val_loss: 0.0312895 | Time: 5040.6 ms [2021-05-11 20:23:35 main:574] : INFO : Epoch 1909 | loss: 0.0309329 | val_loss: 0.0312753 | Time: 4969.47 ms [2021-05-11 20:23:40 main:574] : INFO : Epoch 1910 | loss: 0.0309327 | val_loss: 0.0312751 | Time: 4838.89 ms [2021-05-11 20:23:45 main:574] : INFO : Epoch 1911 | loss: 0.0309381 | val_loss: 0.0312436 | Time: 4933.35 ms [2021-05-11 20:23:50 main:574] : INFO : Epoch 1912 | loss: 0.0309342 | val_loss: 0.0312819 | Time: 4986.9 ms [2021-05-11 20:23:55 main:574] : INFO : Epoch 1913 | loss: 0.0309309 | val_loss: 0.0312462 | Time: 4956.15 ms [2021-05-11 20:24:00 main:574] : INFO : Epoch 1914 | loss: 0.0309311 | val_loss: 0.0312747 | Time: 4918.23 ms [2021-05-11 20:24:05 main:574] : INFO : Epoch 1915 | loss: 0.0309296 | val_loss: 0.0312875 | Time: 4908.56 ms [2021-05-11 20:24:10 main:574] : INFO : Epoch 1916 | loss: 0.0309334 | val_loss: 0.0312408 | Time: 4825.08 ms [2021-05-11 20:24:15 main:574] : INFO : Epoch 1917 | loss: 0.0309349 | val_loss: 0.0312501 | Time: 4954.33 ms [2021-05-11 20:24:20 main:574] : INFO : Epoch 1918 | loss: 0.0309335 | val_loss: 0.0312402 | Time: 4928.14 ms [2021-05-11 20:24:25 main:574] : INFO : Epoch 1919 | loss: 0.0309336 | val_loss: 0.031247 | Time: 4951.72 ms [2021-05-11 20:24:30 main:574] : INFO : Epoch 1920 | loss: 0.0309337 | val_loss: 0.0312332 | Time: 4872.28 ms [2021-05-11 20:24:35 main:574] : INFO : Epoch 1921 | loss: 0.0309396 | val_loss: 0.0312636 | Time: 4763.52 ms [2021-05-11 20:24:40 main:574] : INFO : Epoch 1922 | loss: 0.0309296 | val_loss: 0.0312368 | Time: 4803.43 ms [2021-05-11 20:24:45 main:574] : INFO : Epoch 1923 | loss: 0.0309328 | val_loss: 0.0312596 | Time: 4827.31 ms [2021-05-11 20:24:50 main:574] : INFO : Epoch 1924 | loss: 0.0309367 | val_loss: 0.0312474 | Time: 4971.13 ms [2021-05-11 20:24:55 main:574] : INFO : Epoch 1925 | loss: 0.0309337 | val_loss: 0.0312651 | Time: 4818.16 ms [2021-05-11 20:25:00 main:574] : INFO : Epoch 1926 | loss: 0.0309242 | val_loss: 0.031253 | Time: 5014.03 ms [2021-05-11 20:25:05 main:574] : INFO : Epoch 1927 | loss: 0.0309338 | val_loss: 0.0312597 | Time: 4976.09 ms [2021-05-11 20:25:10 main:574] : INFO : Epoch 1928 | loss: 0.0309451 | val_loss: 0.0312753 | Time: 4874.07 ms [2021-05-11 20:25:15 main:574] : INFO : Epoch 1929 | loss: 0.0309398 | val_loss: 0.0313045 | Time: 5033.38 ms [2021-05-11 20:25:20 main:574] : INFO : Epoch 1930 | loss: 0.0309319 | val_loss: 0.0312857 | Time: 5028.51 ms [2021-05-11 20:25:25 main:574] : INFO : Epoch 1931 | loss: 0.0309266 | val_loss: 0.0312669 | Time: 4959.91 ms [2021-05-11 20:25:30 main:574] : INFO : Epoch 1932 | loss: 0.0309304 | val_loss: 0.0312638 | Time: 4808.15 ms [2021-05-11 20:25:35 main:574] : INFO : Epoch 1933 | loss: 0.0309298 | val_loss: 0.0312424 | Time: 4945.44 ms [2021-05-11 20:25:40 main:574] : INFO : Epoch 1934 | loss: 0.030939 | val_loss: 0.0312625 | Time: 4941.73 ms [2021-05-11 20:25:45 main:574] : INFO : Epoch 1935 | loss: 0.0309316 | val_loss: 0.031254 | Time: 4831.54 ms [2021-05-11 20:25:50 main:574] : INFO : Epoch 1936 | loss: 0.0309314 | val_loss: 0.0312517 | Time: 4890.56 ms [2021-05-11 20:25:55 main:574] : INFO : Epoch 1937 | loss: 0.0309334 | val_loss: 0.0312394 | Time: 5203.79 ms [2021-05-11 20:26:01 main:574] : INFO : Epoch 1938 | loss: 0.030936 | val_loss: 0.0312502 | Time: 5227.83 ms [2021-05-11 20:26:06 main:574] : INFO : Epoch 1939 | loss: 0.0309353 | val_loss: 0.0312685 | Time: 4994.23 ms [2021-05-11 20:26:11 main:574] : INFO : Epoch 1940 | loss: 0.0309321 | val_loss: 0.0312531 | Time: 4867.69 ms [2021-05-11 20:26:16 main:574] : INFO : Epoch 1941 | loss: 0.0309318 | val_loss: 0.0312603 | Time: 4860.77 ms [2021-05-11 20:26:21 main:574] : INFO : Epoch 1942 | loss: 0.0309344 | val_loss: 0.0312677 | Time: 4903.49 ms [2021-05-11 20:26:25 main:574] : INFO : Epoch 1943 | loss: 0.0309332 | val_loss: 0.031264 | Time: 4879.09 ms [2021-05-11 20:26:30 main:574] : INFO : Epoch 1944 | loss: 0.0309314 | val_loss: 0.0312725 | Time: 4990.66 ms [2021-05-11 20:26:36 main:574] : INFO : Epoch 1945 | loss: 0.0309313 | val_loss: 0.0312721 | Time: 4875.21 ms [2021-05-11 20:26:40 main:574] : INFO : Epoch 1946 | loss: 0.0309356 | val_loss: 0.0312465 | Time: 4773.59 ms [2021-05-11 20:26:45 main:574] : INFO : Epoch 1947 | loss: 0.0309406 | val_loss: 0.0312291 | Time: 4832.15 ms [2021-05-11 20:26:50 main:574] : INFO : Epoch 1948 | loss: 0.0309453 | val_loss: 0.0312247 | Time: 4784.09 ms [2021-05-11 20:26:55 main:574] : INFO : Epoch 1949 | loss: 0.0309298 | val_loss: 0.0312601 | Time: 4783.59 ms [2021-05-11 20:27:00 main:574] : INFO : Epoch 1950 | loss: 0.0309289 | val_loss: 0.0312328 | Time: 4764.46 ms [2021-05-11 20:27:05 main:574] : INFO : Epoch 1951 | loss: 0.0309436 | val_loss: 0.0312486 | Time: 4826.82 ms [2021-05-11 20:27:10 main:574] : INFO : Epoch 1952 | loss: 0.0309315 | val_loss: 0.0312645 | Time: 4780.16 ms [2021-05-11 20:27:14 main:574] : INFO : Epoch 1953 | loss: 0.0309289 | val_loss: 0.0312672 | Time: 4696.03 ms [2021-05-11 20:27:19 main:574] : INFO : Epoch 1954 | loss: 0.0309241 | val_loss: 0.0312338 | Time: 4708.6 ms [2021-05-11 20:27:24 main:574] : INFO : Epoch 1955 | loss: 0.0309261 | val_loss: 0.0312343 | Time: 4925.53 ms [2021-05-11 20:27:29 main:574] : INFO : Epoch 1956 | loss: 0.0309314 | val_loss: 0.0312593 | Time: 4877.36 ms [2021-05-11 20:27:34 main:574] : INFO : Epoch 1957 | loss: 0.0309353 | val_loss: 0.0312457 | Time: 4632.89 ms [2021-05-11 20:27:39 main:574] : INFO : Epoch 1958 | loss: 0.0309367 | val_loss: 0.0312683 | Time: 4650.18 ms [2021-05-11 20:27:43 main:574] : INFO : Epoch 1959 | loss: 0.0309273 | val_loss: 0.0312551 | Time: 4773.51 ms [2021-05-11 20:27:48 main:574] : INFO : Epoch 1960 | loss: 0.0309293 | val_loss: 0.0312672 | Time: 4823.58 ms [2021-05-11 20:27:53 main:574] : INFO : Epoch 1961 | loss: 0.0309381 | val_loss: 0.0312575 | Time: 4731.12 ms [2021-05-11 20:27:58 main:574] : INFO : Epoch 1962 | loss: 0.0309347 | val_loss: 0.0312618 | Time: 4883.51 ms [2021-05-11 20:28:03 main:574] : INFO : Epoch 1963 | loss: 0.0309412 | val_loss: 0.0312508 | Time: 4835.76 ms [2021-05-11 20:28:08 main:574] : INFO : Epoch 1964 | loss: 0.0309345 | val_loss: 0.0312768 | Time: 4782.73 ms [2021-05-11 20:28:13 main:574] : INFO : Epoch 1965 | loss: 0.0309353 | val_loss: 0.0312582 | Time: 4732.91 ms [2021-05-11 20:28:17 main:574] : INFO : Epoch 1966 | loss: 0.0309253 | val_loss: 0.031225 | Time: 4761.97 ms [2021-05-11 20:28:22 main:574] : INFO : Epoch 1967 | loss: 0.0309317 | val_loss: 0.031282 | Time: 4756.82 ms [2021-05-11 20:28:27 main:574] : INFO : Epoch 1968 | loss: 0.0309333 | val_loss: 0.0312428 | Time: 4747.59 ms [2021-05-11 20:28:32 main:574] : INFO : Epoch 1969 | loss: 0.0309369 | val_loss: 0.0312391 | Time: 4806.37 ms [2021-05-11 20:28:37 main:574] : INFO : Epoch 1970 | loss: 0.0309389 | val_loss: 0.0312321 | Time: 4844.66 ms [2021-05-11 20:28:42 main:574] : INFO : Epoch 1971 | loss: 0.0309453 | val_loss: 0.0312619 | Time: 4802.72 ms [2021-05-11 20:28:46 main:574] : INFO : Epoch 1972 | loss: 0.0309272 | val_loss: 0.0312614 | Time: 4726.51 ms [2021-05-11 20:28:51 main:574] : INFO : Epoch 1973 | loss: 0.0309289 | val_loss: 0.0312479 | Time: 4801.91 ms [2021-05-11 20:28:56 main:574] : INFO : Epoch 1974 | loss: 0.0309326 | val_loss: 0.0312422 | Time: 4915.48 ms [2021-05-11 20:29:01 main:574] : INFO : Epoch 1975 | loss: 0.0309409 | val_loss: 0.0311979 | Time: 4788.45 ms [2021-05-11 20:29:06 main:574] : INFO : Epoch 1976 | loss: 0.0310693 | val_loss: 0.0341284 | Time: 4825.67 ms [2021-05-11 20:29:11 main:574] : INFO : Epoch 1977 | loss: 0.0329204 | val_loss: 0.0320982 | Time: 4865.36 ms [2021-05-11 20:29:16 main:574] : INFO : Epoch 1978 | loss: 0.031873 | val_loss: 0.0314668 | Time: 4686.96 ms [2021-05-11 20:29:21 main:574] : INFO : Epoch 1979 | loss: 0.0313116 | val_loss: 0.0312717 | Time: 4841.66 ms [2021-05-11 20:29:25 main:574] : INFO : Epoch 1980 | loss: 0.0312595 | val_loss: 0.0312529 | Time: 4759.16 ms [2021-05-11 20:29:30 main:574] : INFO : Epoch 1981 | loss: 0.0312525 | val_loss: 0.0312513 | Time: 4786.25 ms [2021-05-11 20:29:35 main:574] : INFO : Epoch 1982 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 4857.21 ms [2021-05-11 20:29:40 main:574] : INFO : Epoch 1983 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 4815.26 ms [2021-05-11 20:29:45 main:574] : INFO : Epoch 1984 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 4782.62 ms [2021-05-11 20:29:50 main:574] : INFO : Epoch 1985 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 4816.07 ms [2021-05-11 20:29:55 main:574] : INFO : Epoch 1986 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 4780.82 ms [2021-05-11 20:29:59 main:574] : INFO : Epoch 1987 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 4768.52 ms [2021-05-11 20:30:04 main:574] : INFO : Epoch 1988 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 4790.1 ms [2021-05-11 20:30:09 main:574] : INFO : Epoch 1989 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 4867.18 ms [2021-05-11 20:30:14 main:574] : INFO : Epoch 1990 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 4779.66 ms [2021-05-11 20:30:19 main:574] : INFO : Epoch 1991 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 4892.06 ms [2021-05-11 20:30:24 main:574] : INFO : Epoch 1992 | loss: 0.0312502 | val_loss: 0.03125 | Time: 4756.53 ms [2021-05-11 20:30:29 main:574] : INFO : Epoch 1993 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 4932.95 ms [2021-05-11 20:30:34 main:574] : INFO : Epoch 1994 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 4803.81 ms [2021-05-11 20:30:38 main:574] : INFO : Epoch 1995 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 4772.42 ms [2021-05-11 20:30:43 main:574] : INFO : Epoch 1996 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 4772.68 ms [2021-05-11 20:30:48 main:574] : INFO : Epoch 1997 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 4685.36 ms [2021-05-11 20:30:53 main:574] : INFO : Epoch 1998 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 5018.22 ms [2021-05-11 20:30:58 main:574] : INFO : Epoch 1999 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 4843.07 ms [2021-05-11 20:31:03 main:574] : INFO : Epoch 2000 | loss: 0.03125 | val_loss: 0.0312499 | Time: 4822.57 ms [2021-05-11 20:31:08 main:574] : INFO : Epoch 2001 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 4959.02 ms [2021-05-11 20:31:13 main:574] : INFO : Epoch 2002 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 4825.44 ms [2021-05-11 20:31:18 main:574] : INFO : Epoch 2003 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 4707.7 ms [2021-05-11 20:31:22 main:574] : INFO : Epoch 2004 | loss: 0.03125 | val_loss: 0.0312496 | Time: 4786.65 ms [2021-05-11 20:31:27 main:574] : INFO : Epoch 2005 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 4664.22 ms [2021-05-11 20:31:32 main:574] : INFO : Epoch 2006 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 4807.36 ms [2021-05-11 20:31:37 main:574] : INFO : Epoch 2007 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 4895.31 ms [2021-05-11 20:31:42 main:574] : INFO : Epoch 2008 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 4834.67 ms [2021-05-11 20:31:47 main:574] : INFO : Epoch 2009 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 4938.47 ms [2021-05-11 20:31:52 main:574] : INFO : Epoch 2010 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 4748.67 ms [2021-05-11 20:31:57 main:574] : INFO : Epoch 2011 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 4904.89 ms [2021-05-11 20:32:01 main:574] : INFO : Epoch 2012 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 4838.07 ms [2021-05-11 20:32:06 main:574] : INFO : Epoch 2013 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 4934 ms [2021-05-11 20:32:11 main:574] : INFO : Epoch 2014 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 4838.26 ms [2021-05-11 20:32:16 main:574] : INFO : Epoch 2015 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 5063.85 ms [2021-05-11 20:32:21 main:574] : INFO : Epoch 2016 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 4855.59 ms [2021-05-11 20:32:26 main:574] : INFO : Epoch 2017 | loss: 0.03125 | val_loss: 0.0312496 | Time: 4756.09 ms [2021-05-11 20:32:31 main:574] : INFO : Epoch 2018 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 4937.82 ms [2021-05-11 20:32:36 main:574] : INFO : Epoch 2019 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 5036.99 ms [2021-05-11 20:32:41 main:574] : INFO : Epoch 2020 | loss: 0.0312497 | val_loss: 0.03125 | Time: 4930.71 ms [2021-05-11 20:32:46 main:574] : INFO : Epoch 2021 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 4969.85 ms [2021-05-11 20:32:51 main:574] : INFO : Epoch 2022 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 4939.56 ms [2021-05-11 20:32:56 main:574] : INFO : Epoch 2023 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 4778.55 ms [2021-05-11 20:33:01 main:574] : INFO : Epoch 2024 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 5071.35 ms [2021-05-11 20:33:06 main:574] : INFO : Epoch 2025 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 4898.05 ms [2021-05-11 20:33:11 main:574] : INFO : Epoch 2026 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 4763.56 ms [2021-05-11 20:33:16 main:574] : INFO : Epoch 2027 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 4670.52 ms [2021-05-11 20:33:21 main:574] : INFO : Epoch 2028 | loss: 0.03125 | val_loss: 0.0312485 | Time: 4806.41 ms [2021-05-11 20:33:25 main:574] : INFO : Epoch 2029 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 4843.87 ms [2021-05-11 20:33:30 main:574] : INFO : Epoch 2030 | loss: 0.0312502 | val_loss: 0.0312525 | Time: 4754.01 ms [2021-05-11 20:33:35 main:574] : INFO : Epoch 2031 | loss: 0.03125 | val_loss: 0.0312485 | Time: 4798.33 ms [2021-05-11 20:33:40 main:574] : INFO : Epoch 2032 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 4835.14 ms [2021-05-11 20:33:45 main:574] : INFO : Epoch 2033 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 4854.99 ms [2021-05-11 20:33:50 main:574] : INFO : Epoch 2034 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 4740.57 ms [2021-05-11 20:33:55 main:574] : INFO : Epoch 2035 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 4828.71 ms [2021-05-11 20:34:00 main:574] : INFO : Epoch 2036 | loss: 0.0312489 | val_loss: 0.0312476 | Time: 4928.58 ms [2021-05-11 20:34:05 main:574] : INFO : Epoch 2037 | loss: 0.0312489 | val_loss: 0.0312473 | Time: 4918.17 ms [2021-05-11 20:34:10 main:574] : INFO : Epoch 2038 | loss: 0.0312477 | val_loss: 0.0312484 | Time: 4820.94 ms [2021-05-11 20:34:14 main:574] : INFO : Epoch 2039 | loss: 0.03125 | val_loss: 0.0312517 | Time: 4792.68 ms [2021-05-11 20:34:19 main:574] : INFO : Epoch 2040 | loss: 0.0312506 | val_loss: 0.0312474 | Time: 4941.4 ms [2021-05-11 20:34:24 main:574] : INFO : Epoch 2041 | loss: 0.0312476 | val_loss: 0.0312464 | Time: 4853.27 ms [2021-05-11 20:34:29 main:574] : INFO : Epoch 2042 | loss: 0.031247 | val_loss: 0.0312465 | Time: 4944.28 ms [2021-05-11 20:34:34 main:574] : INFO : Epoch 2043 | loss: 0.0312471 | val_loss: 0.0312461 | Time: 4936.78 ms [2021-05-11 20:34:39 main:574] : INFO : Epoch 2044 | loss: 0.0312475 | val_loss: 0.031252 | Time: 4867.55 ms [2021-05-11 20:34:44 main:574] : INFO : Epoch 2045 | loss: 0.0312474 | val_loss: 0.0312452 | Time: 4727.17 ms [2021-05-11 20:34:49 main:574] : INFO : Epoch 2046 | loss: 0.0312461 | val_loss: 0.0312467 | Time: 4899.91 ms [2021-05-11 20:34:54 main:574] : INFO : Epoch 2047 | loss: 0.0312467 | val_loss: 0.0312493 | Time: 4684.47 ms [2021-05-11 20:34:59 main:574] : INFO : Epoch 2048 | loss: 0.0312478 | val_loss: 0.0312447 | Time: 4904.41 ms [2021-05-11 20:34:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312447 [2021-05-11 20:34:59 main:603] : INFO : Saving end state to config to file [2021-05-11 20:34:59 main:608] : INFO : Success, exiting.. 20:34:59 (12228): 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)