Task 5181313
| Name | ParityMachine-1619584236-31356-0_2 |
| Workunit | 3069382 |
| Created | 12 May 2021, 17:33:40 UTC |
| Sent | 12 May 2021, 20:17:28 UTC |
| Report deadline | 20 May 2021, 20:17:28 UTC |
| Received | 17 May 2021, 20:36:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4440 |
| Run time | 2 hours 50 min 14 sec |
| CPU time | 2 hours 36 min 55 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> ] : INFO : Epoch 1542 | loss: 0.0309287 | val_loss: 0.031341 | Time: 4772.25 ms [2021-05-17 15:55:06 main:574] : INFO : Epoch 1543 | loss: 0.0309555 | val_loss: 0.0312937 | Time: 4811.74 ms [2021-05-17 15:55:12 main:574] : INFO : Epoch 1544 | loss: 0.0309451 | val_loss: 0.0313374 | Time: 5403.36 ms [2021-05-17 15:55:17 main:574] : INFO : Epoch 1545 | loss: 0.0309446 | val_loss: 0.0313191 | Time: 4823.73 ms [2021-05-17 15:55:22 main:574] : INFO : Epoch 1546 | loss: 0.0309379 | val_loss: 0.0313048 | Time: 4687.34 ms [2021-05-17 15:55:27 main:574] : INFO : Epoch 1547 | loss: 0.0309334 | val_loss: 0.031302 | Time: 5212.33 ms [2021-05-17 15:55:32 main:574] : INFO : Epoch 1548 | loss: 0.0309393 | val_loss: 0.0313514 | Time: 4948.84 ms [2021-05-17 15:55:37 main:574] : INFO : Epoch 1549 | loss: 0.0309342 | val_loss: 0.0312876 | Time: 5290.73 ms [2021-05-17 15:55:42 main:574] : INFO : Epoch 1550 | loss: 0.0309377 | val_loss: 0.0313056 | Time: 5064.85 ms [2021-05-17 15:55:47 main:574] : INFO : Epoch 1551 | loss: 0.030941 | val_loss: 0.0313249 | Time: 4787.42 ms [2021-05-17 15:55:52 main:574] : INFO : Epoch 1552 | loss: 0.0309381 | val_loss: 0.0313463 | Time: 4849.41 ms [2021-05-17 15:55:57 main:574] : INFO : Epoch 1553 | loss: 0.0309355 | val_loss: 0.0312948 | Time: 4992.51 ms [2021-05-17 15:56:02 main:574] : INFO : Epoch 1554 | loss: 0.0309347 | val_loss: 0.0313164 | Time: 5004.36 ms [2021-05-17 15:56:08 main:574] : INFO : Epoch 1555 | loss: 0.0309332 | val_loss: 0.0313464 | Time: 5141.59 ms [2021-05-17 15:56:12 main:574] : INFO : Epoch 1556 | loss: 0.0309303 | val_loss: 0.0313263 | Time: 4657.19 ms [2021-05-17 15:56:17 main:574] : INFO : Epoch 1557 | loss: 0.0309286 | val_loss: 0.0313087 | Time: 4851.16 ms [2021-05-17 15:56:22 main:574] : INFO : Epoch 1558 | loss: 0.0309331 | val_loss: 0.0313229 | Time: 5056.57 ms [2021-05-17 15:56:27 main:574] : INFO : Epoch 1559 | loss: 0.0309472 | val_loss: 0.0313123 | Time: 4790.88 ms [2021-05-17 15:56:32 main:574] : INFO : Epoch 1560 | loss: 0.0309401 | val_loss: 0.0313168 | Time: 4971.91 ms [2021-05-17 15:56:37 main:574] : INFO : Epoch 1561 | loss: 0.0309378 | val_loss: 0.0313052 | Time: 4792.45 ms [2021-05-17 15:56:42 main:574] : INFO : Epoch 1562 | loss: 0.0309402 | val_loss: 0.0312905 | Time: 5241.23 ms [2021-05-17 15:56:48 main:574] : INFO : Epoch 1563 | loss: 0.0309464 | val_loss: 0.0313611 | Time: 4968.81 ms [2021-05-17 15:56:53 main:574] : INFO : Epoch 1564 | loss: 0.0309466 | val_loss: 0.0313328 | Time: 5010.87 ms [2021-05-17 15:56:58 main:574] : INFO : Epoch 1565 | loss: 0.0309456 | val_loss: 0.031298 | Time: 5017.08 ms [2021-05-17 15:57:03 main:574] : INFO : Epoch 1566 | loss: 0.0309445 | val_loss: 0.0314314 | Time: 5131.17 ms [2021-05-17 15:57:08 main:574] : INFO : Epoch 1567 | loss: 0.0317149 | val_loss: 0.0320525 | Time: 4911.8 ms [2021-05-17 15:57:13 main:574] : INFO : Epoch 1568 | loss: 0.0320055 | val_loss: 0.0315635 | Time: 5026.43 ms [2021-05-17 15:57:18 main:574] : INFO : Epoch 1569 | loss: 0.0316367 | val_loss: 0.0314753 | Time: 4777.09 ms [2021-05-17 15:57:23 main:574] : INFO : Epoch 1570 | loss: 0.0312414 | val_loss: 0.0312334 | Time: 4806.63 ms [2021-05-17 15:57:28 main:574] : INFO : Epoch 1571 | loss: 0.0311308 | val_loss: 0.031204 | Time: 4939.21 ms [2021-05-17 15:57:32 main:574] : INFO : Epoch 1572 | loss: 0.0310827 | val_loss: 0.0312174 | Time: 4768.38 ms [2021-05-17 15:57:37 main:574] : INFO : Epoch 1573 | loss: 0.0310554 | val_loss: 0.0312418 | Time: 4729.97 ms [2021-05-17 15:57:42 main:574] : INFO : Epoch 1574 | loss: 0.0310337 | val_loss: 0.0312481 | Time: 4537.67 ms [2021-05-17 15:57:47 main:574] : INFO : Epoch 1575 | loss: 0.0310235 | val_loss: 0.0312385 | Time: 5100.63 ms [2021-05-17 15:57:53 main:574] : INFO : Epoch 1576 | loss: 0.031011 | val_loss: 0.0312469 | Time: 5352.59 ms [2021-05-17 15:57:58 main:574] : INFO : Epoch 1577 | loss: 0.0309974 | val_loss: 0.0312424 | Time: 4935.22 ms [2021-05-17 15:58:03 main:574] : INFO : Epoch 1578 | loss: 0.0309921 | val_loss: 0.031256 | Time: 4904.41 ms [2021-05-17 15:58:08 main:574] : INFO : Epoch 1579 | loss: 0.0309857 | val_loss: 0.0312753 | Time: 4945.42 ms [2021-05-17 15:58:13 main:574] : INFO : Epoch 1580 | loss: 0.0309832 | val_loss: 0.0312688 | Time: 5014.05 ms [2021-05-17 15:58:18 main:574] : INFO : Epoch 1581 | loss: 0.0309749 | val_loss: 0.0312438 | Time: 4991.04 ms [2021-05-17 15:58:22 main:574] : INFO : Epoch 1582 | loss: 0.030981 | val_loss: 0.0312493 | Time: 4723.79 ms [2021-05-17 15:58:27 main:574] : INFO : Epoch 1583 | loss: 0.0309796 | val_loss: 0.0312624 | Time: 4665.23 ms [2021-05-17 15:58:33 main:574] : INFO : Epoch 1584 | loss: 0.0309686 | val_loss: 0.0312893 | Time: 5647.14 ms [2021-05-17 15:58:38 main:574] : INFO : Epoch 1585 | loss: 0.0309652 | val_loss: 0.0312994 | Time: 4592.34 ms [2021-05-17 15:58:43 main:574] : INFO : Epoch 1586 | loss: 0.0309665 | val_loss: 0.0312535 | Time: 5372.65 ms [2021-05-17 15:58:48 main:574] : INFO : Epoch 1587 | loss: 0.0309681 | val_loss: 0.031299 | Time: 4917.94 ms [2021-05-17 15:58:53 main:574] : INFO : Epoch 1588 | loss: 0.0309673 | val_loss: 0.0312674 | Time: 5196.82 ms [2021-05-17 15:58:58 main:574] : INFO : Epoch 1589 | loss: 0.0309594 | val_loss: 0.0313013 | Time: 4823.25 ms [2021-05-17 15:59:03 main:574] : INFO : Epoch 1590 | loss: 0.0309593 | val_loss: 0.0312915 | Time: 5004.13 ms [2021-05-17 15:59:08 main:574] : INFO : Epoch 1591 | loss: 0.0309619 | val_loss: 0.0312954 | Time: 5080.31 ms [2021-05-17 15:59:13 main:574] : INFO : Epoch 1592 | loss: 0.0309548 | val_loss: 0.0313152 | Time: 4838.27 ms [2021-05-17 15:59:18 main:574] : INFO : Epoch 1593 | loss: 0.0309509 | val_loss: 0.0313136 | Time: 4628.83 ms [2021-05-17 15:59:23 main:574] : INFO : Epoch 1594 | loss: 0.0309578 | val_loss: 0.0312669 | Time: 4654.02 ms [2021-05-17 15:59:27 main:574] : INFO : Epoch 1595 | loss: 0.0309527 | val_loss: 0.03131 | Time: 4697.08 ms [2021-05-17 15:59:32 main:574] : INFO : Epoch 1596 | loss: 0.0309558 | val_loss: 0.0313054 | Time: 4796.57 ms [2021-05-17 15:59:37 main:574] : INFO : Epoch 1597 | loss: 0.030956 | val_loss: 0.0313638 | Time: 4796.47 ms [2021-05-17 15:59:42 main:574] : INFO : Epoch 1598 | loss: 0.0309528 | val_loss: 0.0313214 | Time: 4867.31 ms [2021-05-17 15:59:47 main:574] : INFO : Epoch 1599 | loss: 0.0309427 | val_loss: 0.0313497 | Time: 4815.75 ms [2021-05-17 15:59:52 main:574] : INFO : Epoch 1600 | loss: 0.0309358 | val_loss: 0.0313361 | Time: 4748.51 ms [2021-05-17 15:59:56 main:574] : INFO : Epoch 1601 | loss: 0.0309511 | val_loss: 0.0312575 | Time: 4798.89 ms [2021-05-17 16:00:01 main:574] : INFO : Epoch 1602 | loss: 0.0309743 | val_loss: 0.0312803 | Time: 4643.21 ms [2021-05-17 16:00:06 main:574] : INFO : Epoch 1603 | loss: 0.0309519 | val_loss: 0.031276 | Time: 4880.15 ms [2021-05-17 16:00:11 main:574] : INFO : Epoch 1604 | loss: 0.0309476 | val_loss: 0.0313035 | Time: 4972.94 ms [2021-05-17 16:00:16 main:574] : INFO : Epoch 1605 | loss: 0.0309488 | val_loss: 0.03126 | Time: 5001.58 ms [2021-05-17 16:00:21 main:574] : INFO : Epoch 1606 | loss: 0.030961 | val_loss: 0.031253 | Time: 4796.83 ms [2021-05-17 16:00:26 main:574] : INFO : Epoch 1607 | loss: 0.0309507 | val_loss: 0.0312793 | Time: 5069.46 ms [2021-05-17 16:00:31 main:574] : INFO : Epoch 1608 | loss: 0.0309503 | val_loss: 0.0312934 | Time: 4797.28 ms [2021-05-17 16:00:36 main:574] : INFO : Epoch 1609 | loss: 0.0309454 | val_loss: 0.0312839 | Time: 4892.58 ms [2021-05-17 16:00:41 main:574] : INFO : Epoch 1610 | loss: 0.0309392 | val_loss: 0.0312645 | Time: 4737 ms [2021-05-17 16:00:46 main:574] : INFO : Epoch 1611 | loss: 0.0309421 | val_loss: 0.0312799 | Time: 4938.63 ms [2021-05-17 16:00:51 main:574] : INFO : Epoch 1612 | loss: 0.0309659 | val_loss: 0.0312649 | Time: 4806.9 ms [2021-05-17 16:00:55 main:574] : INFO : Epoch 1613 | loss: 0.030961 | val_loss: 0.0312813 | Time: 4668.68 ms [2021-05-17 16:01:00 main:574] : INFO : Epoch 1614 | loss: 0.0309487 | val_loss: 0.031279 | Time: 4697.34 ms [2021-05-17 16:01:05 main:574] : INFO : Epoch 1615 | loss: 0.0309456 | val_loss: 0.0312881 | Time: 4715.98 ms [2021-05-17 16:01:10 main:574] : INFO : Epoch 1616 | loss: 0.0309487 | val_loss: 0.0312973 | Time: 4610.51 ms [2021-05-17 16:01:15 main:574] : INFO : Epoch 1617 | loss: 0.0309344 | val_loss: 0.0313303 | Time: 4885.94 ms [2021-05-17 16:01:19 main:574] : INFO : Epoch 1618 | loss: 0.03093 | val_loss: 0.031333 | Time: 4705.82 ms [2021-05-17 16:01:24 main:574] : INFO : Epoch 1619 | loss: 0.0309328 | val_loss: 0.0313137 | Time: 4654.26 ms [2021-05-17 16:01:29 main:574] : INFO : Epoch 1620 | loss: 0.0309471 | val_loss: 0.0313002 | Time: 4836.16 ms [2021-05-17 16:01:34 main:574] : INFO : Epoch 1621 | loss: 0.0309452 | val_loss: 0.0313074 | Time: 4636.56 ms [2021-05-17 16:01:38 main:574] : INFO : Epoch 1622 | loss: 0.030938 | val_loss: 0.0313117 | Time: 4801.19 ms [2021-05-17 16:01:43 main:574] : INFO : Epoch 1623 | loss: 0.0309474 | val_loss: 0.0313299 | Time: 4851.7 ms [2021-05-17 16:01:49 main:574] : INFO : Epoch 1624 | loss: 0.030945 | val_loss: 0.0312837 | Time: 5200.95 ms [2021-05-17 16:01:54 main:574] : INFO : Epoch 1625 | loss: 0.0309426 | val_loss: 0.0313125 | Time: 4781.75 ms [2021-05-17 16:01:58 main:574] : INFO : Epoch 1626 | loss: 0.030945 | val_loss: 0.0313205 | Time: 4589.91 ms [2021-05-17 16:02:03 main:574] : INFO : Epoch 1627 | loss: 0.0309356 | val_loss: 0.0312851 | Time: 4875.11 ms [2021-05-17 16:02:08 main:574] : INFO : Epoch 1628 | loss: 0.0309359 | val_loss: 0.0312847 | Time: 4679.42 ms [2021-05-17 16:02:13 main:574] : INFO : Epoch 1629 | loss: 0.0309489 | val_loss: 0.0313262 | Time: 4900.96 ms [2021-05-17 16:02:18 main:574] : INFO : Epoch 1630 | loss: 0.0309403 | val_loss: 0.0313278 | Time: 5008.77 ms [2021-05-17 16:02:23 main:574] : INFO : Epoch 1631 | loss: 0.0309293 | val_loss: 0.0312961 | Time: 4911.82 ms [2021-05-17 16:02:28 main:574] : INFO : Epoch 1632 | loss: 0.0309318 | val_loss: 0.0313434 | Time: 4718.48 ms [2021-05-17 16:02:33 main:574] : INFO : Epoch 1633 | loss: 0.0309337 | val_loss: 0.031298 | Time: 4707.45 ms [2021-05-17 16:02:38 main:574] : INFO : Epoch 1634 | loss: 0.0309339 | val_loss: 0.0312829 | Time: 4994.84 ms [2021-05-17 16:02:43 main:574] : INFO : Epoch 1635 | loss: 0.0309501 | val_loss: 0.0312935 | Time: 5073.51 ms [2021-05-17 16:02:48 main:574] : INFO : Epoch 1636 | loss: 0.0309406 | val_loss: 0.0313142 | Time: 4883.48 ms [2021-05-17 16:02:53 main:574] : INFO : Epoch 1637 | loss: 0.030945 | val_loss: 0.0312846 | Time: 4756.14 ms [2021-05-17 16:02:58 main:574] : INFO : Epoch 1638 | loss: 0.0309503 | val_loss: 0.0313049 | Time: 4923.97 ms [2021-05-17 16:03:03 main:574] : INFO : Epoch 1639 | loss: 0.0309343 | val_loss: 0.0313095 | Time: 4753.08 ms [2021-05-17 16:03:08 main:574] : INFO : Epoch 1640 | loss: 0.0309418 | val_loss: 0.0312978 | Time: 5260.54 ms [2021-05-17 16:03:13 main:574] : INFO : Epoch 1641 | loss: 0.0309345 | val_loss: 0.0312926 | Time: 4853.37 ms [2021-05-17 16:03:18 main:574] : INFO : Epoch 1642 | loss: 0.0309393 | val_loss: 0.0312755 | Time: 4617.23 ms [2021-05-17 16:03:23 main:574] : INFO : Epoch 1643 | loss: 0.0309291 | val_loss: 0.0313325 | Time: 4720.39 ms [2021-05-17 16:03:27 main:574] : INFO : Epoch 1644 | loss: 0.0309326 | val_loss: 0.0313372 | Time: 4711.09 ms [2021-05-17 16:03:32 main:574] : INFO : Epoch 1645 | loss: 0.030937 | val_loss: 0.0312965 | Time: 4958.99 ms [2021-05-17 16:03:37 main:574] : INFO : Epoch 1646 | loss: 0.0309364 | val_loss: 0.0313091 | Time: 5098.98 ms [2021-05-17 16:03:42 main:574] : INFO : Epoch 1647 | loss: 0.030934 | val_loss: 0.0313045 | Time: 4767.24 ms [2021-05-17 16:03:47 main:574] : INFO : Epoch 1648 | loss: 0.0309317 | val_loss: 0.0312939 | Time: 4685.55 ms [2021-05-17 16:03:52 main:574] : INFO : Epoch 1649 | loss: 0.0309363 | val_loss: 0.0313307 | Time: 4778.64 ms [2021-05-17 16:03:57 main:574] : INFO : Epoch 1650 | loss: 0.0309334 | val_loss: 0.0313492 | Time: 5136.17 ms [2021-05-17 16:04:02 main:574] : INFO : Epoch 1651 | loss: 0.0309294 | val_loss: 0.0312919 | Time: 4972.96 ms [2021-05-17 16:04:07 main:574] : INFO : Epoch 1652 | loss: 0.0309347 | val_loss: 0.0312635 | Time: 4681.4 ms [2021-05-17 16:04:12 main:574] : INFO : Epoch 1653 | loss: 0.0309725 | val_loss: 0.0312804 | Time: 4753.05 ms [2021-05-17 16:04:16 main:574] : INFO : Epoch 1654 | loss: 0.0309572 | val_loss: 0.0313095 | Time: 4564.33 ms [2021-05-17 16:04:22 main:574] : INFO : Epoch 1655 | loss: 0.0309412 | val_loss: 0.0313233 | Time: 5018.96 ms [2021-05-17 16:04:27 main:574] : INFO : Epoch 1656 | loss: 0.0309308 | val_loss: 0.0313071 | Time: 4974.49 ms [2021-05-17 16:04:32 main:574] : INFO : Epoch 1657 | loss: 0.0309378 | val_loss: 0.0312907 | Time: 4986.33 ms [2021-05-17 16:04:37 main:574] : INFO : Epoch 1658 | loss: 0.0309386 | val_loss: 0.0313272 | Time: 5155.96 ms [2021-05-17 16:04:42 main:574] : INFO : Epoch 1659 | loss: 0.0309382 | val_loss: 0.0313271 | Time: 4729.49 ms [2021-05-17 16:04:46 main:574] : INFO : Epoch 1660 | loss: 0.0309303 | val_loss: 0.031318 | Time: 4546.47 ms [2021-05-17 16:04:51 main:574] : INFO : Epoch 1661 | loss: 0.0309353 | val_loss: 0.0313009 | Time: 4906.51 ms [2021-05-17 16:04:56 main:574] : INFO : Epoch 1662 | loss: 0.0309419 | val_loss: 0.0313309 | Time: 4868.04 ms [2021-05-17 16:05:01 main:574] : INFO : Epoch 1663 | loss: 0.0309437 | val_loss: 0.0313001 | Time: 5074.74 ms [2021-05-17 16:05:06 main:574] : INFO : Epoch 1664 | loss: 0.0309417 | val_loss: 0.0312931 | Time: 4677.87 ms [2021-05-17 16:05:11 main:574] : INFO : Epoch 1665 | loss: 0.0309334 | val_loss: 0.0313211 | Time: 4833.22 ms [2021-05-17 16:05:16 main:574] : INFO : Epoch 1666 | loss: 0.0309312 | val_loss: 0.0312918 | Time: 4902.67 ms [2021-05-17 16:05:21 main:574] : INFO : Epoch 1667 | loss: 0.0309365 | val_loss: 0.031316 | Time: 4840.15 ms [2021-05-17 16:05:26 main:574] : INFO : Epoch 1668 | loss: 0.0309335 | val_loss: 0.0313143 | Time: 5057.35 ms [2021-05-17 16:05:31 main:574] : INFO : Epoch 1669 | loss: 0.0309522 | val_loss: 0.0312618 | Time: 5131.54 ms [2021-05-17 16:05:36 main:574] : INFO : Epoch 1670 | loss: 0.0309605 | val_loss: 0.0313015 | Time: 4670.17 ms [2021-05-17 16:05:40 main:574] : INFO : Epoch 1671 | loss: 0.0309584 | val_loss: 0.0312907 | Time: 4604.4 ms [2021-05-17 16:05:45 main:574] : INFO : Epoch 1672 | loss: 0.030944 | val_loss: 0.0313222 | Time: 5043.68 ms [2021-05-17 16:05:51 main:574] : INFO : Epoch 1673 | loss: 0.0309336 | val_loss: 0.031311 | Time: 4908.82 ms [2021-05-17 16:05:55 main:574] : INFO : Epoch 1674 | loss: 0.030934 | val_loss: 0.0313374 | Time: 4722.25 ms [2021-05-17 16:06:00 main:574] : INFO : Epoch 1675 | loss: 0.0309369 | val_loss: 0.0313176 | Time: 4743.71 ms [2021-05-17 16:06:05 main:574] : INFO : Epoch 1676 | loss: 0.0309249 | val_loss: 0.0313645 | Time: 4565.33 ms [2021-05-17 16:06:10 main:574] : INFO : Epoch 1677 | loss: 0.0309324 | val_loss: 0.0312732 | Time: 4868.91 ms [2021-05-17 16:06:15 main:574] : INFO : Epoch 1678 | loss: 0.0309491 | val_loss: 0.031328 | Time: 4950.43 ms [2021-05-17 16:06:20 main:574] : INFO : Epoch 1679 | loss: 0.0309427 | val_loss: 0.0313244 | Time: 5151.3 ms [2021-05-17 16:06:25 main:574] : INFO : Epoch 1680 | loss: 0.0309549 | val_loss: 0.0312906 | Time: 4911.83 ms [2021-05-17 16:06:30 main:574] : INFO : Epoch 1681 | loss: 0.03094 | val_loss: 0.0313112 | Time: 4877.44 ms [2021-05-17 16:06:35 main:574] : INFO : Epoch 1682 | loss: 0.030932 | val_loss: 0.0313431 | Time: 4855.14 ms [2021-05-17 16:06:40 main:574] : INFO : Epoch 1683 | loss: 0.0309337 | val_loss: 0.0313109 | Time: 4931.25 ms [2021-05-17 16:06:45 main:574] : INFO : Epoch 1684 | loss: 0.030936 | val_loss: 0.03129 | Time: 4957.32 ms [2021-05-17 16:06:50 main:574] : INFO : Epoch 1685 | loss: 0.0309406 | val_loss: 0.031298 | Time: 4935.92 ms [2021-05-17 16:06:54 main:574] : INFO : Epoch 1686 | loss: 0.0309413 | val_loss: 0.0313269 | Time: 4729.78 ms [2021-05-17 16:07:00 main:574] : INFO : Epoch 1687 | loss: 0.0309369 | val_loss: 0.0313002 | Time: 4971.81 ms [2021-05-17 16:07:05 main:574] : INFO : Epoch 1688 | loss: 0.0309427 | val_loss: 0.0312914 | Time: 4924.41 ms [2021-05-17 16:07:09 main:574] : INFO : Epoch 1689 | loss: 0.0309364 | val_loss: 0.0313411 | Time: 4654.07 ms [2021-05-17 16:07:14 main:574] : INFO : Epoch 1690 | loss: 0.0309366 | val_loss: 0.0313106 | Time: 4729.22 ms [2021-05-17 16:07:20 main:574] : INFO : Epoch 1691 | loss: 0.0309295 | val_loss: 0.0313086 | Time: 5264.92 ms [2021-05-17 16:07:24 main:574] : INFO : Epoch 1692 | loss: 0.0309305 | val_loss: 0.0312879 | Time: 4833.82 ms [2021-05-17 16:07:29 main:574] : INFO : Epoch 1693 | loss: 0.030944 | val_loss: 0.0313015 | Time: 4950.97 ms [2021-05-17 16:07:34 main:574] : INFO : Epoch 1694 | loss: 0.0309455 | val_loss: 0.0313179 | Time: 4745.03 ms [2021-05-17 16:07:39 main:574] : INFO : Epoch 1695 | loss: 0.0309409 | val_loss: 0.0313305 | Time: 4935.64 ms [2021-05-17 16:07:44 main:574] : INFO : Epoch 1696 | loss: 0.0309325 | val_loss: 0.0312816 | Time: 5082.88 ms [2021-05-17 16:07:49 main:574] : INFO : Epoch 1697 | loss: 0.0309491 | val_loss: 0.0313227 | Time: 4616.1 ms [2021-05-17 16:07:54 main:574] : INFO : Epoch 1698 | loss: 0.0309481 | val_loss: 0.0313353 | Time: 4792.38 ms [2021-05-17 16:07:59 main:574] : INFO : Epoch 1699 | loss: 0.0309322 | val_loss: 0.0312996 | Time: 4799.34 ms [2021-05-17 16:08:04 main:574] : INFO : Epoch 1700 | loss: 0.0309347 | val_loss: 0.0313157 | Time: 4706.79 ms [2021-05-17 16:08:09 main:574] : INFO : Epoch 1701 | loss: 0.0309393 | val_loss: 0.0313216 | Time: 4980.37 ms [2021-05-17 16:08:14 main:574] : INFO : Epoch 1702 | loss: 0.0309312 | val_loss: 0.0313182 | Time: 4974.99 ms [2021-05-17 16:08:19 main:574] : INFO : Epoch 1703 | loss: 0.0309367 | val_loss: 0.0313015 | Time: 4701.28 ms [2021-05-17 16:08:23 main:574] : INFO : Epoch 1704 | loss: 0.0309366 | val_loss: 0.0313495 | Time: 4833.27 ms [2021-05-17 16:08:29 main:574] : INFO : Epoch 1705 | loss: 0.0309355 | val_loss: 0.0313165 | Time: 5057.88 ms [2021-05-17 16:08:34 main:574] : INFO : Epoch 1706 | loss: 0.0309486 | val_loss: 0.031323 | Time: 4869.45 ms [2021-05-17 16:08:39 main:574] : INFO : Epoch 1707 | loss: 0.0309387 | val_loss: 0.0313213 | Time: 4894.97 ms [2021-05-17 16:08:44 main:574] : INFO : Epoch 1708 | loss: 0.0309366 | val_loss: 0.0313035 | Time: 5109.59 ms [2021-05-17 16:08:49 main:574] : INFO : Epoch 1709 | loss: 0.0309447 | val_loss: 0.0313277 | Time: 4937.5 ms [2021-05-17 16:08:54 main:574] : INFO : Epoch 1710 | loss: 0.030945 | val_loss: 0.0313435 | Time: 4803.54 ms [2021-05-17 16:08:59 main:574] : INFO : Epoch 1711 | loss: 0.030944 | val_loss: 0.0312997 | Time: 5015.68 ms [2021-05-17 16:09:04 main:574] : INFO : Epoch 1712 | loss: 0.0309417 | val_loss: 0.0313361 | Time: 4846.03 ms [2021-05-17 16:09:08 main:574] : INFO : Epoch 1713 | loss: 0.0309368 | val_loss: 0.0312857 | Time: 4652.57 ms [2021-05-17 16:09:13 main:574] : INFO : Epoch 1714 | loss: 0.0309384 | val_loss: 0.0312839 | Time: 4874.43 ms [2021-05-17 16:09:19 main:574] : INFO : Epoch 1715 | loss: 0.0309314 | val_loss: 0.0313253 | Time: 5086.57 ms [2021-05-17 16:09:23 main:574] : INFO : Epoch 1716 | loss: 0.0309415 | val_loss: 0.0312563 | Time: 4885.1 ms [2021-05-17 16:09:29 main:574] : INFO : Epoch 1717 | loss: 0.0309605 | val_loss: 0.0312393 | Time: 4926.51 ms [2021-05-17 16:09:34 main:574] : INFO : Epoch 1718 | loss: 0.0309595 | val_loss: 0.0312871 | Time: 5197.07 ms [2021-05-17 16:09:39 main:574] : INFO : Epoch 1719 | loss: 0.0309383 | val_loss: 0.0312794 | Time: 4995.64 ms [2021-05-17 16:09:44 main:574] : INFO : Epoch 1720 | loss: 0.0309394 | val_loss: 0.0313407 | Time: 4665.1 ms [2021-05-17 16:09:48 main:574] : INFO : Epoch 1721 | loss: 0.0309361 | val_loss: 0.0312709 | Time: 4575.41 ms [2021-05-17 16:09:53 main:574] : INFO : Epoch 1722 | loss: 0.0309375 | val_loss: 0.0313429 | Time: 4751.27 ms [2021-05-17 16:09:58 main:574] : INFO : Epoch 1723 | loss: 0.0309336 | val_loss: 0.0313363 | Time: 4927.01 ms [2021-05-17 16:10:03 main:574] : INFO : Epoch 1724 | loss: 0.0309339 | val_loss: 0.0312885 | Time: 5026.72 ms [2021-05-17 16:10:08 main:574] : INFO : Epoch 1725 | loss: 0.0309278 | val_loss: 0.0313327 | Time: 4800.76 ms [2021-05-17 16:10:13 main:574] : INFO : Epoch 1726 | loss: 0.0309307 | val_loss: 0.0312885 | Time: 5046 ms [2021-05-17 16:10:18 main:574] : INFO : Epoch 1727 | loss: 0.0309385 | val_loss: 0.0313257 | Time: 4609.06 ms [2021-05-17 16:10:23 main:574] : INFO : Epoch 1728 | loss: 0.0309409 | val_loss: 0.0312781 | Time: 5198.27 ms [2021-05-17 16:10:28 main:574] : INFO : Epoch 1729 | loss: 0.0309312 | val_loss: 0.0313071 | Time: 4900.72 ms [2021-05-17 16:10:33 main:574] : INFO : Epoch 1730 | loss: 0.0309276 | val_loss: 0.0313085 | Time: 5018.65 ms [2021-05-17 16:10:38 main:574] : INFO : Epoch 1731 | loss: 0.0309347 | val_loss: 0.0312911 | Time: 5250.2 ms [2021-05-17 16:10:43 main:574] : INFO : Epoch 1732 | loss: 0.0309341 | val_loss: 0.0313223 | Time: 4937.67 ms [2021-05-17 16:10:48 main:574] : INFO : Epoch 1733 | loss: 0.0309363 | val_loss: 0.0312921 | Time: 4956.96 ms [2021-05-17 16:10:53 main:574] : INFO : Epoch 1734 | loss: 0.0309478 | val_loss: 0.0312879 | Time: 4711.26 ms [2021-05-17 16:10:58 main:574] : INFO : Epoch 1735 | loss: 0.0309386 | val_loss: 0.0312857 | Time: 4955.54 ms [2021-05-17 16:11:03 main:574] : INFO : Epoch 1736 | loss: 0.0309501 | val_loss: 0.0312612 | Time: 5108.96 ms [2021-05-17 16:11:08 main:574] : INFO : Epoch 1737 | loss: 0.0309302 | val_loss: 0.0312913 | Time: 5108.58 ms [2021-05-17 16:11:14 main:574] : INFO : Epoch 1738 | loss: 0.0309289 | val_loss: 0.0312866 | Time: 5108.91 ms [2021-05-17 16:11:19 main:574] : INFO : Epoch 1739 | loss: 0.030925 | val_loss: 0.0312816 | Time: 5091.29 ms [2021-05-17 16:11:24 main:574] : INFO : Epoch 1740 | loss: 0.0309399 | val_loss: 0.0312777 | Time: 4808.53 ms [2021-05-17 16:11:29 main:574] : INFO : Epoch 1741 | loss: 0.0309486 | val_loss: 0.0313084 | Time: 4932.01 ms [2021-05-17 16:11:34 main:574] : INFO : Epoch 1742 | loss: 0.0309452 | val_loss: 0.0312941 | Time: 5124.98 ms [2021-05-17 16:11:39 main:574] : INFO : Epoch 1743 | loss: 0.0309399 | val_loss: 0.0313189 | Time: 4851.7 ms [2021-05-17 16:11:44 main:574] : INFO : Epoch 1744 | loss: 0.030932 | val_loss: 0.0313151 | Time: 4961.99 ms [2021-05-17 16:11:48 main:574] : INFO : Epoch 1745 | loss: 0.0309379 | val_loss: 0.031332 | Time: 4656.97 ms [2021-05-17 16:11:53 main:574] : INFO : Epoch 1746 | loss: 0.0309363 | val_loss: 0.0312848 | Time: 4844.29 ms [2021-05-17 16:11:58 main:574] : INFO : Epoch 1747 | loss: 0.0309311 | val_loss: 0.031305 | Time: 4918.36 ms [2021-05-17 16:12:03 main:574] : INFO : Epoch 1748 | loss: 0.0309217 | val_loss: 0.0313265 | Time: 4867.28 ms [2021-05-17 16:12:08 main:574] : INFO : Epoch 1749 | loss: 0.0309315 | val_loss: 0.0312841 | Time: 5000.36 ms [2021-05-17 16:12:13 main:574] : INFO : Epoch 1750 | loss: 0.0309322 | val_loss: 0.0312824 | Time: 4561.98 ms [2021-05-17 16:12:18 main:574] : INFO : Epoch 1751 | loss: 0.030937 | val_loss: 0.0313016 | Time: 4682.19 ms [2021-05-17 16:12:23 main:574] : INFO : Epoch 1752 | loss: 0.0309392 | val_loss: 0.0312941 | Time: 5060.85 ms [2021-05-17 16:12:28 main:574] : INFO : Epoch 1753 | loss: 0.0309376 | val_loss: 0.031301 | Time: 4860.78 ms [2021-05-17 16:12:33 main:574] : INFO : Epoch 1754 | loss: 0.0309406 | val_loss: 0.0313133 | Time: 5065 ms [2021-05-17 16:12:38 main:574] : INFO : Epoch 1755 | loss: 0.030943 | val_loss: 0.0312917 | Time: 4930.69 ms [2021-05-17 16:12:43 main:574] : INFO : Epoch 1756 | loss: 0.0309364 | val_loss: 0.0313094 | Time: 5100.95 ms [2021-05-17 16:12:48 main:574] : INFO : Epoch 1757 | loss: 0.0309301 | val_loss: 0.0312869 | Time: 4970.23 ms [2021-05-17 16:12:53 main:574] : INFO : Epoch 1758 | loss: 0.0309315 | val_loss: 0.0313279 | Time: 4815.39 ms [2021-05-17 16:12:57 main:574] : INFO : Epoch 1759 | loss: 0.0309367 | val_loss: 0.0313666 | Time: 4487.6 ms [2021-05-17 16:13:02 main:574] : INFO : Epoch 1760 | loss: 0.0309426 | val_loss: 0.0313203 | Time: 4902.44 ms [2021-05-17 16:13:07 main:574] : INFO : Epoch 1761 | loss: 0.0309342 | val_loss: 0.031323 | Time: 4787.7 ms [2021-05-17 16:13:12 main:574] : INFO : Epoch 1762 | loss: 0.0309349 | val_loss: 0.0313434 | Time: 4756.67 ms [2021-05-17 16:13:17 main:574] : INFO : Epoch 1763 | loss: 0.0309248 | val_loss: 0.0312946 | Time: 5008.08 ms [2021-05-17 16:13:22 main:574] : INFO : Epoch 1764 | loss: 0.0309253 | val_loss: 0.0313183 | Time: 4743.68 ms [2021-05-17 16:13:27 main:574] : INFO : Epoch 1765 | loss: 0.0309304 | val_loss: 0.0313058 | Time: 5218.76 ms [2021-05-17 16:13:32 main:574] : INFO : Epoch 1766 | loss: 0.0309429 | val_loss: 0.0313344 | Time: 4910.11 ms [2021-05-17 16:13:37 main:574] : INFO : Epoch 1767 | loss: 0.0309367 | val_loss: 0.0313021 | Time: 4834.08 ms [2021-05-17 16:13:42 main:574] : INFO : Epoch 1768 | loss: 0.0309291 | val_loss: 0.0313171 | Time: 4754.68 ms [2021-05-17 16:13:47 main:574] : INFO : Epoch 1769 | loss: 0.0309323 | val_loss: 0.0313113 | Time: 5167.06 ms [2021-05-17 16:13:52 main:574] : INFO : Epoch 1770 | loss: 0.0309328 | val_loss: 0.0312995 | Time: 4923.35 ms [2021-05-17 16:13:57 main:574] : INFO : Epoch 1771 | loss: 0.0309416 | val_loss: 0.0313243 | Time: 4512.97 ms [2021-05-17 16:14:02 main:574] : INFO : Epoch 1772 | loss: 0.0309508 | val_loss: 0.0313073 | Time: 4906.81 ms [2021-05-17 16:14:06 main:574] : INFO : Epoch 1773 | loss: 0.0309373 | val_loss: 0.0313552 | Time: 4779.03 ms [2021-05-17 16:14:11 main:574] : INFO : Epoch 1774 | loss: 0.0309341 | val_loss: 0.0313011 | Time: 4674.74 ms [2021-05-17 16:14:16 main:574] : INFO : Epoch 1775 | loss: 0.0309388 | val_loss: 0.0312993 | Time: 4897.61 ms [2021-05-17 16:14:21 main:574] : INFO : Epoch 1776 | loss: 0.0309276 | val_loss: 0.0312992 | Time: 5124.69 ms [2021-05-17 16:14:26 main:574] : INFO : Epoch 1777 | loss: 0.0309276 | val_loss: 0.0312969 | Time: 4628.43 ms [2021-05-17 16:14:31 main:574] : INFO : Epoch 1778 | loss: 0.0309316 | val_loss: 0.0313155 | Time: 4922.01 ms [2021-05-17 16:14:36 main:574] : INFO : Epoch 1779 | loss: 0.0309285 | val_loss: 0.0312967 | Time: 4832.61 ms [2021-05-17 16:14:41 main:574] : INFO : Epoch 1780 | loss: 0.0309397 | val_loss: 0.0313067 | Time: 4972.49 ms [2021-05-17 16:14:46 main:574] : INFO : Epoch 1781 | loss: 0.0309323 | val_loss: 0.0312978 | Time: 5049.88 ms [2021-05-17 16:14:51 main:574] : INFO : Epoch 1782 | loss: 0.0309248 | val_loss: 0.0313347 | Time: 4860.6 ms [2021-05-17 16:14:56 main:574] : INFO : Epoch 1783 | loss: 0.0309388 | val_loss: 0.0312574 | Time: 4849.93 ms [2021-05-17 16:15:01 main:574] : INFO : Epoch 1784 | loss: 0.0309386 | val_loss: 0.0313354 | Time: 4647.75 ms [2021-05-17 16:15:05 main:574] : INFO : Epoch 1785 | loss: 0.0309358 | val_loss: 0.0313238 | Time: 4884.74 ms [2021-05-17 16:15:11 main:574] : INFO : Epoch 1786 | loss: 0.0309387 | val_loss: 0.0312712 | Time: 5213.41 ms [2021-05-17 16:15:15 main:574] : INFO : Epoch 1787 | loss: 0.0309535 | val_loss: 0.0312716 | Time: 4614.45 ms [2021-05-17 16:15:20 main:574] : INFO : Epoch 1788 | loss: 0.0309337 | val_loss: 0.0313063 | Time: 4547.91 ms [2021-05-17 16:15:25 main:574] : INFO : Epoch 1789 | loss: 0.0309358 | val_loss: 0.0313101 | Time: 4785.18 ms [2021-05-17 16:15:30 main:574] : INFO : Epoch 1790 | loss: 0.0309408 | val_loss: 0.0313341 | Time: 4995.66 ms [2021-05-17 16:15:35 main:574] : INFO : Epoch 1791 | loss: 0.0309437 | val_loss: 0.0312573 | Time: 4809.06 ms [2021-05-17 16:15:40 main:574] : INFO : Epoch 1792 | loss: 0.0309445 | val_loss: 0.0313385 | Time: 5122.6 ms [2021-05-17 16:15:45 main:574] : INFO : Epoch 1793 | loss: 0.0309304 | val_loss: 0.0313417 | Time: 5170.49 ms [2021-05-17 16:15:50 main:574] : INFO : Epoch 1794 | loss: 0.0309413 | val_loss: 0.0312912 | Time: 4836.76 ms [2021-05-17 16:15:55 main:574] : INFO : Epoch 1795 | loss: 0.030932 | val_loss: 0.0313202 | Time: 4714.97 ms [2021-05-17 16:16:00 main:574] : INFO : Epoch 1796 | loss: 0.0309287 | val_loss: 0.0312589 | Time: 4627.71 ms [2021-05-17 16:16:05 main:574] : INFO : Epoch 1797 | loss: 0.0309363 | val_loss: 0.0313541 | Time: 4757.07 ms [2021-05-17 16:16:10 main:574] : INFO : Epoch 1798 | loss: 0.0309349 | val_loss: 0.0312935 | Time: 5008.17 ms [2021-05-17 16:16:14 main:574] : INFO : Epoch 1799 | loss: 0.0309414 | val_loss: 0.0313267 | Time: 4626.41 ms [2021-05-17 16:16:19 main:574] : INFO : Epoch 1800 | loss: 0.0309309 | val_loss: 0.0313026 | Time: 4574.47 ms [2021-05-17 16:16:24 main:574] : INFO : Epoch 1801 | loss: 0.0309337 | val_loss: 0.0313049 | Time: 4629.87 ms [2021-05-17 16:16:29 main:574] : INFO : Epoch 1802 | loss: 0.0309348 | val_loss: 0.0313526 | Time: 4951.67 ms [2021-05-17 16:16:34 main:574] : INFO : Epoch 1803 | loss: 0.0309321 | val_loss: 0.031297 | Time: 4894.81 ms [2021-05-17 16:16:39 main:574] : INFO : Epoch 1804 | loss: 0.0309399 | val_loss: 0.0313165 | Time: 4797.12 ms [2021-05-17 16:16:43 main:574] : INFO : Epoch 1805 | loss: 0.0309508 | val_loss: 0.0313301 | Time: 4764.07 ms [2021-05-17 16:16:48 main:574] : INFO : Epoch 1806 | loss: 0.0309351 | val_loss: 0.0312784 | Time: 5092.54 ms [2021-05-17 16:16:53 main:574] : INFO : Epoch 1807 | loss: 0.0309312 | val_loss: 0.0313084 | Time: 4840.16 ms [2021-05-17 16:16:58 main:574] : INFO : Epoch 1808 | loss: 0.0309381 | val_loss: 0.0313272 | Time: 4812.44 ms [2021-05-17 16:17:03 main:574] : INFO : Epoch 1809 | loss: 0.0309284 | val_loss: 0.0313174 | Time: 5116.55 ms [2021-05-17 16:17:08 main:574] : INFO : Epoch 1810 | loss: 0.0309281 | val_loss: 0.0312922 | Time: 4718.02 ms [2021-05-17 16:17:13 main:574] : INFO : Epoch 1811 | loss: 0.0309338 | val_loss: 0.0313251 | Time: 4802.83 ms [2021-05-17 16:17:18 main:574] : INFO : Epoch 1812 | loss: 0.0309285 | val_loss: 0.0313242 | Time: 4871.58 ms [2021-05-17 16:17:23 main:574] : INFO : Epoch 1813 | loss: 0.0309384 | val_loss: 0.0313225 | Time: 4590.82 ms [2021-05-17 16:17:27 main:574] : INFO : Epoch 1814 | loss: 0.030928 | val_loss: 0.0313551 | Time: 4640.01 ms [2021-05-17 16:17:32 main:574] : INFO : Epoch 1815 | loss: 0.0309336 | val_loss: 0.0313262 | Time: 4985.74 ms [2021-05-17 16:17:37 main:574] : INFO : Epoch 1816 | loss: 0.0309328 | val_loss: 0.0312786 | Time: 4784.37 ms [2021-05-17 16:17:43 main:574] : INFO : Epoch 1817 | loss: 0.0309364 | val_loss: 0.0312967 | Time: 5314.1 ms [2021-05-17 16:17:47 main:574] : INFO : Epoch 1818 | loss: 0.030939 | val_loss: 0.0313732 | Time: 4586.14 ms [2021-05-17 16:17:52 main:574] : INFO : Epoch 1819 | loss: 0.0309597 | val_loss: 0.0312535 | Time: 4920.85 ms [2021-05-17 16:17:57 main:574] : INFO : Epoch 1820 | loss: 0.0309527 | val_loss: 0.0312798 | Time: 4649.84 ms [2021-05-17 16:18:02 main:574] : INFO : Epoch 1821 | loss: 0.0309426 | val_loss: 0.0312721 | Time: 5137.41 ms [2021-05-17 16:18:07 main:574] : INFO : Epoch 1822 | loss: 0.0309486 | val_loss: 0.0312852 | Time: 4815.76 ms [2021-05-17 16:18:12 main:574] : INFO : Epoch 1823 | loss: 0.0309424 | val_loss: 0.0313168 | Time: 5210.31 ms [2021-05-17 16:18:17 main:574] : INFO : Epoch 1824 | loss: 0.0309413 | val_loss: 0.031331 | Time: 4777.03 ms [2021-05-17 16:18:22 main:574] : INFO : Epoch 1825 | loss: 0.030931 | val_loss: 0.0312966 | Time: 4843.52 ms [2021-05-17 16:18:27 main:574] : INFO : Epoch 1826 | loss: 0.0309345 | val_loss: 0.0313219 | Time: 5046.29 ms [2021-05-17 16:18:32 main:574] : INFO : Epoch 1827 | loss: 0.0309374 | val_loss: 0.0313226 | Time: 4814.87 ms [2021-05-17 16:18:37 main:574] : INFO : Epoch 1828 | loss: 0.0309396 | val_loss: 0.0313049 | Time: 4884.86 ms [2021-05-17 16:18:42 main:574] : INFO : Epoch 1829 | loss: 0.0309281 | val_loss: 0.0312804 | Time: 4802.93 ms [2021-05-17 16:18:48 main:574] : INFO : Epoch 1830 | loss: 0.03093 | val_loss: 0.0313194 | Time: 5146.22 ms [2021-05-17 16:18:53 main:574] : INFO : Epoch 1831 | loss: 0.030939 | val_loss: 0.0312929 | Time: 5044.51 ms [2021-05-17 16:18:58 main:574] : INFO : Epoch 1832 | loss: 0.0309358 | val_loss: 0.0312434 | Time: 5280.89 ms [2021-05-17 16:19:03 main:574] : INFO : Epoch 1833 | loss: 0.0309432 | val_loss: 0.0313845 | Time: 4718.03 ms [2021-05-17 16:19:08 main:574] : INFO : Epoch 1834 | loss: 0.0309521 | val_loss: 0.0313682 | Time: 5074.51 ms [2021-05-17 16:19:13 main:574] : INFO : Epoch 1835 | loss: 0.0309384 | val_loss: 0.0313694 | Time: 4625.47 ms [2021-05-17 16:19:17 main:574] : INFO : Epoch 1836 | loss: 0.0309312 | val_loss: 0.0312437 | Time: 4581.92 ms [2021-05-17 16:19:22 main:574] : INFO : Epoch 1837 | loss: 0.0309475 | val_loss: 0.0312841 | Time: 4904.15 ms [2021-05-17 16:19:27 main:574] : INFO : Epoch 1838 | loss: 0.0309393 | val_loss: 0.0312663 | Time: 5019.78 ms [2021-05-17 16:19:32 main:574] : INFO : Epoch 1839 | loss: 0.0309329 | val_loss: 0.0313326 | Time: 4863.04 ms [2021-05-17 16:19:37 main:574] : INFO : Epoch 1840 | loss: 0.0309283 | val_loss: 0.0313355 | Time: 4960.01 ms [2021-05-17 16:19:42 main:574] : INFO : Epoch 1841 | loss: 0.0309366 | val_loss: 0.0312717 | Time: 4773.58 ms [2021-05-17 16:19:47 main:574] : INFO : Epoch 1842 | loss: 0.0309403 | val_loss: 0.0313446 | Time: 5071.62 ms [2021-05-17 16:19:52 main:574] : INFO : Epoch 1843 | loss: 0.030934 | val_loss: 0.0312939 | Time: 4886.76 ms [2021-05-17 16:19:57 main:574] : INFO : Epoch 1844 | loss: 0.0309342 | val_loss: 0.0313335 | Time: 4721.76 ms [2021-05-17 16:20:02 main:574] : INFO : Epoch 1845 | loss: 0.0309279 | val_loss: 0.0313264 | Time: 4757 ms [2021-05-17 16:20:07 main:574] : INFO : Epoch 1846 | loss: 0.0309355 | val_loss: 0.0312946 | Time: 4924.4 ms [2021-05-17 16:20:12 main:574] : INFO : Epoch 1847 | loss: 0.0309388 | val_loss: 0.0312841 | Time: 5022.68 ms [2021-05-17 16:20:17 main:574] : INFO : Epoch 1848 | loss: 0.0309416 | val_loss: 0.0313051 | Time: 4614.78 ms [2021-05-17 16:20:21 main:574] : INFO : Epoch 1849 | loss: 0.0309432 | val_loss: 0.0312829 | Time: 4878.94 ms [2021-05-17 16:20:26 main:574] : INFO : Epoch 1850 | loss: 0.0309347 | val_loss: 0.0312957 | Time: 4790.16 ms [2021-05-17 16:20:31 main:574] : INFO : Epoch 1851 | loss: 0.0309301 | val_loss: 0.0313114 | Time: 4562.24 ms [2021-05-17 16:20:36 main:574] : INFO : Epoch 1852 | loss: 0.0309291 | val_loss: 0.031338 | Time: 4729.91 ms [2021-05-17 16:20:40 main:574] : INFO : Epoch 1853 | loss: 0.0309301 | val_loss: 0.0313304 | Time: 4657.14 ms [2021-05-17 16:20:45 main:574] : INFO : Epoch 1854 | loss: 0.030937 | val_loss: 0.0312763 | Time: 4429.77 ms [2021-05-17 16:20:50 main:574] : INFO : Epoch 1855 | loss: 0.0309383 | val_loss: 0.0313067 | Time: 4647.78 ms [2021-05-17 16:20:55 main:574] : INFO : Epoch 1856 | loss: 0.0309353 | val_loss: 0.0313323 | Time: 5347.92 ms [2021-05-17 16:21:00 main:574] : INFO : Epoch 1857 | loss: 0.0309236 | val_loss: 0.0312968 | Time: 5188.28 ms [2021-05-17 16:21:06 main:574] : INFO : Epoch 1858 | loss: 0.0309188 | val_loss: 0.0313181 | Time: 5288.73 ms [2021-05-17 16:21:10 main:574] : INFO : Epoch 1859 | loss: 0.0309216 | val_loss: 0.0313299 | Time: 4720.87 ms [2021-05-17 16:21:16 main:574] : INFO : Epoch 1860 | loss: 0.0309332 | val_loss: 0.0313024 | Time: 5181.16 ms [2021-05-17 16:21:21 main:574] : INFO : Epoch 1861 | loss: 0.0309381 | val_loss: 0.0313118 | Time: 5087.44 ms [2021-05-17 16:21:26 main:574] : INFO : Epoch 1862 | loss: 0.0309415 | val_loss: 0.0312805 | Time: 4785.59 ms [2021-05-17 16:21:31 main:574] : INFO : Epoch 1863 | loss: 0.0309324 | val_loss: 0.0313737 | Time: 4735.11 ms [2021-05-17 16:21:35 main:574] : INFO : Epoch 1864 | loss: 0.0309585 | val_loss: 0.0312758 | Time: 4716.69 ms [2021-05-17 16:21:41 main:574] : INFO : Epoch 1865 | loss: 0.0309542 | val_loss: 0.0312846 | Time: 5351.71 ms [2021-05-17 16:21:46 main:574] : INFO : Epoch 1866 | loss: 0.0309431 | val_loss: 0.0313318 | Time: 4732.16 ms [2021-05-17 16:21:51 main:574] : INFO : Epoch 1867 | loss: 0.0309471 | val_loss: 0.0313091 | Time: 5355.99 ms [2021-05-17 16:21:56 main:574] : INFO : Epoch 1868 | loss: 0.0309537 | val_loss: 0.0312929 | Time: 4722.45 ms [2021-05-17 16:22:01 main:574] : INFO : Epoch 1869 | loss: 0.0309516 | val_loss: 0.0313303 | Time: 4779.05 ms [2021-05-17 16:22:06 main:574] : INFO : Epoch 1870 | loss: 0.0309338 | val_loss: 0.0313293 | Time: 4998.16 ms [2021-05-17 16:22:11 main:574] : INFO : Epoch 1871 | loss: 0.0309316 | val_loss: 0.031322 | Time: 5242.33 ms [2021-05-17 16:22:16 main:574] : INFO : Epoch 1872 | loss: 0.0309303 | val_loss: 0.0312953 | Time: 4879.53 ms [2021-05-17 16:22:21 main:574] : INFO : Epoch 1873 | loss: 0.0309333 | val_loss: 0.0313617 | Time: 5157.57 ms [2021-05-17 16:22:26 main:574] : INFO : Epoch 1874 | loss: 0.0309343 | val_loss: 0.0312756 | Time: 4755.04 ms [2021-05-17 16:22:31 main:574] : INFO : Epoch 1875 | loss: 0.0309383 | val_loss: 0.031334 | Time: 4794.42 ms [2021-05-17 16:22:36 main:574] : INFO : Epoch 1876 | loss: 0.030943 | val_loss: 0.031272 | Time: 4798.94 ms [2021-05-17 16:22:41 main:574] : INFO : Epoch 1877 | loss: 0.0309316 | val_loss: 0.0313229 | Time: 5031.55 ms [2021-05-17 16:22:46 main:574] : INFO : Epoch 1878 | loss: 0.0309212 | val_loss: 0.0313401 | Time: 5159.3 ms [2021-05-17 16:22:51 main:574] : INFO : Epoch 1879 | loss: 0.030939 | val_loss: 0.0313119 | Time: 5101.26 ms [2021-05-17 16:22:56 main:574] : INFO : Epoch 1880 | loss: 0.0309323 | val_loss: 0.0313254 | Time: 4634.31 ms [2021-05-17 16:23:01 main:574] : INFO : Epoch 1881 | loss: 0.0309367 | val_loss: 0.0312799 | Time: 5017.33 ms [2021-05-17 16:23:07 main:574] : INFO : Epoch 1882 | loss: 0.0309405 | val_loss: 0.0313475 | Time: 5478.87 ms [2021-05-17 16:23:12 main:574] : INFO : Epoch 1883 | loss: 0.0309358 | val_loss: 0.0312991 | Time: 4824.58 ms [2021-05-17 16:23:16 main:574] : INFO : Epoch 1884 | loss: 0.0309401 | val_loss: 0.0313139 | Time: 4751.49 ms [2021-05-17 16:23:21 main:574] : INFO : Epoch 1885 | loss: 0.0309396 | val_loss: 0.0313531 | Time: 5084.35 ms [2021-05-17 16:23:26 main:574] : INFO : Epoch 1886 | loss: 0.030937 | val_loss: 0.0313043 | Time: 4633.97 ms [2021-05-17 16:23:31 main:574] : INFO : Epoch 1887 | loss: 0.0309308 | val_loss: 0.0312998 | Time: 5306.23 ms [2021-05-17 16:23:37 main:574] : INFO : Epoch 1888 | loss: 0.0309242 | val_loss: 0.0313625 | Time: 5266.84 ms [2021-05-17 16:23:42 main:574] : INFO : Epoch 1889 | loss: 0.030924 | val_loss: 0.0313532 | Time: 4868.06 ms [2021-05-17 16:23:47 main:574] : INFO : Epoch 1890 | loss: 0.0309297 | val_loss: 0.0313168 | Time: 4859.24 ms [2021-05-17 16:23:52 main:574] : INFO : Epoch 1891 | loss: 0.0309285 | val_loss: 0.0313295 | Time: 5316.37 ms [2021-05-17 16:23:57 main:574] : INFO : Epoch 1892 | loss: 0.0309236 | val_loss: 0.031282 | Time: 4621.35 ms [2021-05-17 16:24:03 main:574] : INFO : Epoch 1893 | loss: 0.0309277 | val_loss: 0.0313012 | Time: 4489.38 ms [2021-05-17 16:24:08 main:574] : INFO : Epoch 1894 | loss: 0.0309279 | val_loss: 0.0313104 | Time: 5064.49 ms [2021-05-17 16:24:13 main:574] : INFO : Epoch 1895 | loss: 0.0309271 | val_loss: 0.0313145 | Time: 5268.33 ms [2021-05-17 16:24:18 main:574] : INFO : Epoch 1896 | loss: 0.0309353 | val_loss: 0.0313481 | Time: 5002.8 ms [2021-05-17 16:24:23 main:574] : INFO : Epoch 1897 | loss: 0.0309325 | val_loss: 0.0312831 | Time: 4978.62 ms [2021-05-17 16:24:28 main:574] : INFO : Epoch 1898 | loss: 0.03094 | val_loss: 0.0312874 | Time: 4750.82 ms [2021-05-17 16:24:33 main:574] : INFO : Epoch 1899 | loss: 0.0309323 | val_loss: 0.0312988 | Time: 4968.69 ms [2021-05-17 16:24:38 main:574] : INFO : Epoch 1900 | loss: 0.0309333 | val_loss: 0.0313361 | Time: 4951.73 ms [2021-05-17 16:24:43 main:574] : INFO : Epoch 1901 | loss: 0.0309457 | val_loss: 0.0313561 | Time: 4807.74 ms [2021-05-17 16:24:48 main:574] : INFO : Epoch 1902 | loss: 0.0309334 | val_loss: 0.0313213 | Time: 5009.91 ms [2021-05-17 16:24:53 main:574] : INFO : Epoch 1903 | loss: 0.0309306 | val_loss: 0.0313298 | Time: 4732.53 ms [2021-05-17 16:24:58 main:574] : INFO : Epoch 1904 | loss: 0.0309291 | val_loss: 0.031299 | Time: 5080.92 ms [2021-05-17 16:25:03 main:574] : INFO : Epoch 1905 | loss: 0.0309286 | val_loss: 0.0312977 | Time: 4807.29 ms [2021-05-17 16:25:08 main:574] : INFO : Epoch 1906 | loss: 0.0309242 | val_loss: 0.0313117 | Time: 5084.88 ms [2021-05-17 16:25:13 main:574] : INFO : Epoch 1907 | loss: 0.0309339 | val_loss: 0.0313036 | Time: 4997.72 ms [2021-05-17 16:25:18 main:574] : INFO : Epoch 1908 | loss: 0.0309309 | val_loss: 0.0312753 | Time: 4816.86 ms [2021-05-17 16:25:23 main:574] : INFO : Epoch 1909 | loss: 0.0309509 | val_loss: 0.0312772 | Time: 5082.35 ms [2021-05-17 16:25:28 main:574] : INFO : Epoch 1910 | loss: 0.0309458 | val_loss: 0.0313132 | Time: 5062.82 ms [2021-05-17 16:25:33 main:574] : INFO : Epoch 1911 | loss: 0.0309318 | val_loss: 0.0312902 | Time: 5093.32 ms [2021-05-17 16:25:38 main:574] : INFO : Epoch 1912 | loss: 0.0309335 | val_loss: 0.0313311 | Time: 5045.11 ms [2021-05-17 16:25:43 main:574] : INFO : Epoch 1913 | loss: 0.0309486 | val_loss: 0.0312945 | Time: 5005.73 ms [2021-05-17 16:25:48 main:574] : INFO : Epoch 1914 | loss: 0.0309532 | val_loss: 0.0312815 | Time: 4860.16 ms [2021-05-17 16:25:54 main:574] : INFO : Epoch 1915 | loss: 0.0309407 | val_loss: 0.031297 | Time: 5109.39 ms [2021-05-17 16:25:59 main:574] : INFO : Epoch 1916 | loss: 0.0309336 | val_loss: 0.0313558 | Time: 4866.32 ms [2021-05-17 16:26:04 main:574] : INFO : Epoch 1917 | loss: 0.0309294 | val_loss: 0.0312991 | Time: 5159.89 ms [2021-05-17 16:26:08 main:574] : INFO : Epoch 1918 | loss: 0.030932 | val_loss: 0.0313646 | Time: 4657.88 ms [2021-05-17 16:26:13 main:574] : INFO : Epoch 1919 | loss: 0.0309378 | val_loss: 0.0312842 | Time: 4724.33 ms [2021-05-17 16:26:18 main:574] : INFO : Epoch 1920 | loss: 0.0309308 | val_loss: 0.0313175 | Time: 4584.81 ms [2021-05-17 16:26:23 main:574] : INFO : Epoch 1921 | loss: 0.03092 | val_loss: 0.0312997 | Time: 4622.75 ms [2021-05-17 16:26:28 main:574] : INFO : Epoch 1922 | loss: 0.0309264 | val_loss: 0.0313022 | Time: 5224.34 ms [2021-05-17 16:26:32 main:574] : INFO : Epoch 1923 | loss: 0.0309388 | val_loss: 0.0313311 | Time: 4622.4 ms [2021-05-17 16:26:38 main:574] : INFO : Epoch 1924 | loss: 0.0309445 | val_loss: 0.0313708 | Time: 5107.49 ms [2021-05-17 16:26:43 main:574] : INFO : Epoch 1925 | loss: 0.0309337 | val_loss: 0.0313143 | Time: 4874.53 ms [2021-05-17 16:26:48 main:574] : INFO : Epoch 1926 | loss: 0.0309351 | val_loss: 0.0312768 | Time: 5200.66 ms [2021-05-17 16:26:53 main:574] : INFO : Epoch 1927 | loss: 0.0309392 | val_loss: 0.0312472 | Time: 5185.38 ms [2021-05-17 16:26:58 main:574] : INFO : Epoch 1928 | loss: 0.0309456 | val_loss: 0.0313438 | Time: 4936.08 ms [2021-05-17 16:27:03 main:574] : INFO : Epoch 1929 | loss: 0.0309415 | val_loss: 0.0313214 | Time: 4915.69 ms [2021-05-17 16:27:08 main:574] : INFO : Epoch 1930 | loss: 0.0309303 | val_loss: 0.0313114 | Time: 5316.56 ms [2021-05-17 16:27:13 main:574] : INFO : Epoch 1931 | loss: 0.0309266 | val_loss: 0.0313112 | Time: 4871.02 ms [2021-05-17 16:27:18 main:574] : INFO : Epoch 1932 | loss: 0.030927 | val_loss: 0.0312808 | Time: 5098.23 ms [2021-05-17 16:27:23 main:574] : INFO : Epoch 1933 | loss: 0.0309323 | val_loss: 0.0313062 | Time: 4769.55 ms [2021-05-17 16:27:28 main:574] : INFO : Epoch 1934 | loss: 0.0309411 | val_loss: 0.0312977 | Time: 4747.03 ms [2021-05-17 16:27:33 main:574] : INFO : Epoch 1935 | loss: 0.0309466 | val_loss: 0.0313509 | Time: 4613.79 ms [2021-05-17 16:27:38 main:574] : INFO : Epoch 1936 | loss: 0.0309367 | val_loss: 0.031287 | Time: 4806.45 ms [2021-05-17 16:27:42 main:574] : INFO : Epoch 1937 | loss: 0.03094 | val_loss: 0.0312957 | Time: 4678.75 ms [2021-05-17 16:27:47 main:574] : INFO : Epoch 1938 | loss: 0.0309374 | val_loss: 0.0313409 | Time: 4668.89 ms [2021-05-17 16:27:52 main:574] : INFO : Epoch 1939 | loss: 0.030949 | val_loss: 0.031335 | Time: 4987.44 ms [2021-05-17 16:27:57 main:574] : INFO : Epoch 1940 | loss: 0.0309401 | val_loss: 0.031294 | Time: 4944.83 ms [2021-05-17 16:28:02 main:574] : INFO : Epoch 1941 | loss: 0.0309374 | val_loss: 0.0312812 | Time: 4718.12 ms [2021-05-17 16:28:07 main:574] : INFO : Epoch 1942 | loss: 0.0309403 | val_loss: 0.0313038 | Time: 4605.77 ms [2021-05-17 16:28:12 main:574] : INFO : Epoch 1943 | loss: 0.0309351 | val_loss: 0.0313474 | Time: 4976.08 ms [2021-05-17 16:28:16 main:574] : INFO : Epoch 1944 | loss: 0.0309322 | val_loss: 0.0312787 | Time: 4856.3 ms [2021-05-17 16:28:21 main:574] : INFO : Epoch 1945 | loss: 0.0309325 | val_loss: 0.0313064 | Time: 4937.41 ms [2021-05-17 16:28:26 main:574] : INFO : Epoch 1946 | loss: 0.0309427 | val_loss: 0.0313336 | Time: 4693.36 ms [2021-05-17 16:28:31 main:574] : INFO : Epoch 1947 | loss: 0.0309538 | val_loss: 0.0312812 | Time: 4726.95 ms [2021-05-17 16:28:38 main:574] : INFO : Epoch 1948 | loss: 0.0309468 | val_loss: 0.0312762 | Time: 5631.36 ms [2021-05-17 16:28:43 main:574] : INFO : Epoch 1949 | loss: 0.030943 | val_loss: 0.0313194 | Time: 4851.4 ms [2021-05-17 16:28:48 main:574] : INFO : Epoch 1950 | loss: 0.0309332 | val_loss: 0.031325 | Time: 4730.83 ms [2021-05-17 16:28:53 main:574] : INFO : Epoch 1951 | loss: 0.0309261 | val_loss: 0.0313219 | Time: 5105.27 ms [2021-05-17 16:28:58 main:574] : INFO : Epoch 1952 | loss: 0.0309231 | val_loss: 0.0313167 | Time: 4956.05 ms [2021-05-17 16:29:03 main:574] : INFO : Epoch 1953 | loss: 0.0309429 | val_loss: 0.0313116 | Time: 4947.38 ms [2021-05-17 16:29:08 main:574] : INFO : Epoch 1954 | loss: 0.0309385 | val_loss: 0.0313077 | Time: 4725.96 ms [2021-05-17 16:29:12 main:574] : INFO : Epoch 1955 | loss: 0.0309294 | val_loss: 0.0313309 | Time: 4599.41 ms [2021-05-17 16:29:17 main:574] : INFO : Epoch 1956 | loss: 0.0309336 | val_loss: 0.0312874 | Time: 4895.34 ms [2021-05-17 16:29:22 main:574] : INFO : Epoch 1957 | loss: 0.0309324 | val_loss: 0.0313245 | Time: 4613.27 ms [2021-05-17 16:29:27 main:574] : INFO : Epoch 1958 | loss: 0.0309327 | val_loss: 0.0313161 | Time: 5054.8 ms [2021-05-17 16:29:33 main:574] : INFO : Epoch 1959 | loss: 0.0309268 | val_loss: 0.0312907 | Time: 5529.34 ms [2021-05-17 16:29:38 main:574] : INFO : Epoch 1960 | loss: 0.030932 | val_loss: 0.0313245 | Time: 4844.65 ms [2021-05-17 16:29:43 main:574] : INFO : Epoch 1961 | loss: 0.0309383 | val_loss: 0.0313331 | Time: 5019.37 ms [2021-05-17 16:29:48 main:574] : INFO : Epoch 1962 | loss: 0.0309333 | val_loss: 0.0312943 | Time: 4782.03 ms [2021-05-17 16:29:53 main:574] : INFO : Epoch 1963 | loss: 0.0309375 | val_loss: 0.0312983 | Time: 5060.6 ms [2021-05-17 16:29:58 main:574] : INFO : Epoch 1964 | loss: 0.0309422 | val_loss: 0.0313406 | Time: 4843.17 ms [2021-05-17 16:30:02 main:574] : INFO : Epoch 1965 | loss: 0.0309348 | val_loss: 0.0313146 | Time: 4625.78 ms [2021-05-17 16:30:07 main:574] : INFO : Epoch 1966 | loss: 0.030929 | val_loss: 0.0313818 | Time: 4809.47 ms [2021-05-17 16:30:12 main:574] : INFO : Epoch 1967 | loss: 0.0309406 | val_loss: 0.031287 | Time: 4834.28 ms [2021-05-17 16:30:17 main:574] : INFO : Epoch 1968 | loss: 0.0309376 | val_loss: 0.0313109 | Time: 4802.53 ms [2021-05-17 16:30:22 main:574] : INFO : Epoch 1969 | loss: 0.0309284 | val_loss: 0.0313254 | Time: 4992.3 ms [2021-05-17 16:30:27 main:574] : INFO : Epoch 1970 | loss: 0.0309372 | val_loss: 0.0312893 | Time: 4758.9 ms [2021-05-17 16:30:32 main:574] : INFO : Epoch 1971 | loss: 0.0309388 | val_loss: 0.0313488 | Time: 4703.76 ms [2021-05-17 16:30:36 main:574] : INFO : Epoch 1972 | loss: 0.030925 | val_loss: 0.0312957 | Time: 4787.94 ms [2021-05-17 16:30:42 main:574] : INFO : Epoch 1973 | loss: 0.0309235 | val_loss: 0.0312922 | Time: 5142.33 ms [2021-05-17 16:30:46 main:574] : INFO : Epoch 1974 | loss: 0.0309426 | val_loss: 0.0313109 | Time: 4724.71 ms [2021-05-17 16:30:51 main:574] : INFO : Epoch 1975 | loss: 0.0309336 | val_loss: 0.0313352 | Time: 4886.24 ms [2021-05-17 16:30:56 main:574] : INFO : Epoch 1976 | loss: 0.0309343 | val_loss: 0.0312969 | Time: 4831.87 ms [2021-05-17 16:31:01 main:574] : INFO : Epoch 1977 | loss: 0.0309333 | val_loss: 0.0313388 | Time: 5004.15 ms [2021-05-17 16:31:06 main:574] : INFO : Epoch 1978 | loss: 0.0309303 | val_loss: 0.0312789 | Time: 4906.36 ms [2021-05-17 16:31:11 main:574] : INFO : Epoch 1979 | loss: 0.0309261 | val_loss: 0.0313303 | Time: 4644.48 ms [2021-05-17 16:31:16 main:574] : INFO : Epoch 1980 | loss: 0.0309316 | val_loss: 0.0313144 | Time: 5015.2 ms [2021-05-17 16:31:21 main:574] : INFO : Epoch 1981 | loss: 0.0309331 | val_loss: 0.0312972 | Time: 4916.91 ms [2021-05-17 16:31:26 main:574] : INFO : Epoch 1982 | loss: 0.0309337 | val_loss: 0.0312838 | Time: 5049.1 ms [2021-05-17 16:31:31 main:574] : INFO : Epoch 1983 | loss: 0.0309404 | val_loss: 0.0313534 | Time: 5139.23 ms [2021-05-17 16:31:37 main:574] : INFO : Epoch 1984 | loss: 0.0309364 | val_loss: 0.0313059 | Time: 5098.09 ms [2021-05-17 16:31:42 main:574] : INFO : Epoch 1985 | loss: 0.0309318 | val_loss: 0.031307 | Time: 4693.33 ms [2021-05-17 16:31:47 main:574] : INFO : Epoch 1986 | loss: 0.0309353 | val_loss: 0.0312972 | Time: 4875.61 ms [2021-05-17 16:31:53 main:574] : INFO : Epoch 1987 | loss: 0.0309402 | val_loss: 0.0312937 | Time: 5021.21 ms [2021-05-17 16:31:58 main:574] : INFO : Epoch 1988 | loss: 0.0309282 | val_loss: 0.0313358 | Time: 5453.49 ms [2021-05-17 16:32:03 main:574] : INFO : Epoch 1989 | loss: 0.0309269 | val_loss: 0.0312999 | Time: 5285.33 ms [2021-05-17 16:32:08 main:574] : INFO : Epoch 1990 | loss: 0.0309235 | val_loss: 0.0312954 | Time: 4669.43 ms [2021-05-17 16:32:13 main:574] : INFO : Epoch 1991 | loss: 0.0309285 | val_loss: 0.0313102 | Time: 4737.24 ms [2021-05-17 16:32:18 main:574] : INFO : Epoch 1992 | loss: 0.0309247 | val_loss: 0.0313195 | Time: 4791.42 ms [2021-05-17 16:32:23 main:574] : INFO : Epoch 1993 | loss: 0.0309325 | val_loss: 0.0312893 | Time: 5090.51 ms [2021-05-17 16:32:28 main:574] : INFO : Epoch 1994 | loss: 0.0309333 | val_loss: 0.0313112 | Time: 5026.12 ms [2021-05-17 16:32:33 main:574] : INFO : Epoch 1995 | loss: 0.0309231 | val_loss: 0.0313102 | Time: 4834.27 ms [2021-05-17 16:32:38 main:574] : INFO : Epoch 1996 | loss: 0.0309385 | val_loss: 0.0312647 | Time: 4838.73 ms [2021-05-17 16:32:43 main:574] : INFO : Epoch 1997 | loss: 0.0309484 | val_loss: 0.0313266 | Time: 4785.55 ms [2021-05-17 16:32:47 main:574] : INFO : Epoch 1998 | loss: 0.0309422 | val_loss: 0.0312695 | Time: 4740.79 ms [2021-05-17 16:32:53 main:574] : INFO : Epoch 1999 | loss: 0.0309377 | val_loss: 0.0313111 | Time: 5184.5 ms [2021-05-17 16:32:57 main:574] : INFO : Epoch 2000 | loss: 0.0309305 | val_loss: 0.0313145 | Time: 4726.44 ms [2021-05-17 16:33:02 main:574] : INFO : Epoch 2001 | loss: 0.0309351 | val_loss: 0.0312898 | Time: 4796.56 ms [2021-05-17 16:33:08 main:574] : INFO : Epoch 2002 | loss: 0.0309292 | val_loss: 0.0313263 | Time: 5355.47 ms [2021-05-17 16:33:13 main:574] : INFO : Epoch 2003 | loss: 0.030941 | val_loss: 0.0312294 | Time: 5126.86 ms [2021-05-17 16:33:18 main:574] : INFO : Epoch 2004 | loss: 0.0309537 | val_loss: 0.0313707 | Time: 4867.94 ms [2021-05-17 16:33:22 main:574] : INFO : Epoch 2005 | loss: 0.0309448 | val_loss: 0.0313145 | Time: 4583.15 ms [2021-05-17 16:33:27 main:574] : INFO : Epoch 2006 | loss: 0.0309334 | val_loss: 0.0313229 | Time: 4840.23 ms [2021-05-17 16:33:32 main:574] : INFO : Epoch 2007 | loss: 0.0309287 | val_loss: 0.0313622 | Time: 4959.1 ms [2021-05-17 16:33:37 main:574] : INFO : Epoch 2008 | loss: 0.0309346 | val_loss: 0.0313175 | Time: 4756.3 ms [2021-05-17 16:33:42 main:574] : INFO : Epoch 2009 | loss: 0.030936 | val_loss: 0.0312899 | Time: 4984.61 ms [2021-05-17 16:33:47 main:574] : INFO : Epoch 2010 | loss: 0.0309422 | val_loss: 0.0312616 | Time: 4762.63 ms [2021-05-17 16:33:52 main:574] : INFO : Epoch 2011 | loss: 0.0309446 | val_loss: 0.0313308 | Time: 5126.3 ms [2021-05-17 16:33:57 main:574] : INFO : Epoch 2012 | loss: 0.0309327 | val_loss: 0.0313238 | Time: 4989.1 ms [2021-05-17 16:34:02 main:574] : INFO : Epoch 2013 | loss: 0.0309377 | val_loss: 0.031281 | Time: 4707.38 ms [2021-05-17 16:34:07 main:574] : INFO : Epoch 2014 | loss: 0.0309441 | val_loss: 0.0313276 | Time: 5213.76 ms [2021-05-17 16:34:12 main:574] : INFO : Epoch 2015 | loss: 0.0309368 | val_loss: 0.0313063 | Time: 4686.96 ms [2021-05-17 16:34:17 main:574] : INFO : Epoch 2016 | loss: 0.0309527 | val_loss: 0.0312773 | Time: 5090.95 ms [2021-05-17 16:34:22 main:574] : INFO : Epoch 2017 | loss: 0.0309716 | val_loss: 0.0313033 | Time: 4841.81 ms [2021-05-17 16:34:27 main:574] : INFO : Epoch 2018 | loss: 0.0309483 | val_loss: 0.0313311 | Time: 4718.23 ms [2021-05-17 16:34:32 main:574] : INFO : Epoch 2019 | loss: 0.0309342 | val_loss: 0.0313165 | Time: 4938.92 ms [2021-05-17 16:34:37 main:574] : INFO : Epoch 2020 | loss: 0.030931 | val_loss: 0.0312812 | Time: 5592.71 ms [2021-05-17 16:34:43 main:574] : INFO : Epoch 2021 | loss: 0.0309244 | val_loss: 0.0313569 | Time: 5681.36 ms [2021-05-17 16:34:48 main:574] : INFO : Epoch 2022 | loss: 0.0309247 | val_loss: 0.031295 | Time: 4935.07 ms [2021-05-17 16:34:53 main:574] : INFO : Epoch 2023 | loss: 0.0309394 | val_loss: 0.0313346 | Time: 4370.17 ms [2021-05-17 16:34:56 main:574] : INFO : Epoch 2024 | loss: 0.0309292 | val_loss: 0.031321 | Time: 3707.75 ms [2021-05-17 16:35:00 main:574] : INFO : Epoch 2025 | loss: 0.0309266 | val_loss: 0.0313091 | Time: 3673.26 ms [2021-05-17 16:35:03 main:574] : INFO : Epoch 2026 | loss: 0.0309304 | val_loss: 0.0312998 | Time: 3290.89 ms [2021-05-17 16:35:07 main:574] : INFO : Epoch 2027 | loss: 0.0309462 | val_loss: 0.0312858 | Time: 3575.66 ms [2021-05-17 16:35:11 main:574] : INFO : Epoch 2028 | loss: 0.0309654 | val_loss: 0.0313778 | Time: 3610.7 ms [2021-05-17 16:35:14 main:574] : INFO : Epoch 2029 | loss: 0.0309522 | val_loss: 0.0312819 | Time: 3600.8 ms [2021-05-17 16:35:18 main:574] : INFO : Epoch 2030 | loss: 0.0309402 | val_loss: 0.0312901 | Time: 3491.1 ms [2021-05-17 16:35:21 main:574] : INFO : Epoch 2031 | loss: 0.0309368 | val_loss: 0.0313007 | Time: 3349.26 ms [2021-05-17 16:35:25 main:574] : INFO : Epoch 2032 | loss: 0.0309381 | val_loss: 0.0313506 | Time: 3400.41 ms [2021-05-17 16:35:28 main:574] : INFO : Epoch 2033 | loss: 0.0309294 | val_loss: 0.0313342 | Time: 3477.2 ms [2021-05-17 16:35:32 main:574] : INFO : Epoch 2034 | loss: 0.0309405 | val_loss: 0.0313091 | Time: 3200.2 ms [2021-05-17 16:35:35 main:574] : INFO : Epoch 2035 | loss: 0.0309382 | val_loss: 0.0312968 | Time: 3351.57 ms [2021-05-17 16:35:38 main:574] : INFO : Epoch 2036 | loss: 0.0309431 | val_loss: 0.0313214 | Time: 3281.45 ms [2021-05-17 16:35:42 main:574] : INFO : Epoch 2037 | loss: 0.0309317 | val_loss: 0.0313498 | Time: 3449.41 ms [2021-05-17 16:35:45 main:574] : INFO : Epoch 2038 | loss: 0.030929 | val_loss: 0.0313229 | Time: 3422.36 ms [2021-05-17 16:35:48 main:574] : INFO : Epoch 2039 | loss: 0.0309251 | val_loss: 0.0312857 | Time: 3174.82 ms [2021-05-17 16:35:52 main:574] : INFO : Epoch 2040 | loss: 0.0309305 | val_loss: 0.0313063 | Time: 3408.86 ms [2021-05-17 16:35:56 main:574] : INFO : Epoch 2041 | loss: 0.0309321 | val_loss: 0.0312915 | Time: 3600.56 ms [2021-05-17 16:35:59 main:574] : INFO : Epoch 2042 | loss: 0.0309264 | val_loss: 0.0312811 | Time: 3304.4 ms [2021-05-17 16:36:03 main:574] : INFO : Epoch 2043 | loss: 0.0309371 | val_loss: 0.0313128 | Time: 3602.36 ms [2021-05-17 16:36:06 main:574] : INFO : Epoch 2044 | loss: 0.0309242 | val_loss: 0.0313226 | Time: 3245.15 ms [2021-05-17 16:36:09 main:574] : INFO : Epoch 2045 | loss: 0.0309501 | val_loss: 0.0312787 | Time: 3195.68 ms [2021-05-17 16:36:12 main:574] : INFO : Epoch 2046 | loss: 0.0309446 | val_loss: 0.0312951 | Time: 3250.7 ms [2021-05-17 16:36:16 main:574] : INFO : Epoch 2047 | loss: 0.0309317 | val_loss: 0.0313096 | Time: 3411.16 ms [2021-05-17 16:36:19 main:574] : INFO : Epoch 2048 | loss: 0.0309362 | val_loss: 0.031315 | Time: 3569.81 ms [2021-05-17 16:36:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031315 [2021-05-17 16:36:20 main:603] : INFO : Saving end state to config to file [2021-05-17 16:36:20 main:608] : INFO : Success, exiting.. 16:36:20 (1628): 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)