Task 3736380
| Name | ParityModified-1611091112-24663-0_0 |
| Workunit | 1918852 |
| Created | 19 Jan 2021, 21:18:33 UTC |
| Sent | 20 Jan 2021, 9:50:43 UTC |
| Report deadline | 28 Jan 2021, 9:50:43 UTC |
| Received | 20 Jan 2021, 14:18:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2152 |
| Run time | 3 hours 17 min 59 sec |
| CPU time | 2 hours 54 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,458.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311252 | val_loss: 0.0311834 | Time: 5698.13 ms
[2021-01-20 04:29:08 main:574] : INFO : Epoch 1543 | loss: 0.0311213 | val_loss: 0.0311846 | Time: 5716.06 ms
[2021-01-20 04:29:14 main:574] : INFO : Epoch 1544 | loss: 0.0311287 | val_loss: 0.0311939 | Time: 5750.39 ms
[2021-01-20 04:29:19 main:574] : INFO : Epoch 1545 | loss: 0.0311201 | val_loss: 0.0311926 | Time: 5683.07 ms
[2021-01-20 04:29:25 main:574] : INFO : Epoch 1546 | loss: 0.0311136 | val_loss: 0.0311882 | Time: 5647.96 ms
[2021-01-20 04:29:31 main:574] : INFO : Epoch 1547 | loss: 0.0311113 | val_loss: 0.0311898 | Time: 5701.6 ms
[2021-01-20 04:29:37 main:574] : INFO : Epoch 1548 | loss: 0.0311166 | val_loss: 0.0311902 | Time: 5716 ms
[2021-01-20 04:29:42 main:574] : INFO : Epoch 1549 | loss: 0.0311163 | val_loss: 0.0311922 | Time: 5738.22 ms
[2021-01-20 04:29:48 main:574] : INFO : Epoch 1550 | loss: 0.031114 | val_loss: 0.0311926 | Time: 5741.3 ms
[2021-01-20 04:29:54 main:574] : INFO : Epoch 1551 | loss: 0.0311124 | val_loss: 0.0312006 | Time: 5686.71 ms
[2021-01-20 04:30:00 main:574] : INFO : Epoch 1552 | loss: 0.0311138 | val_loss: 0.0311986 | Time: 5704.33 ms
[2021-01-20 04:30:06 main:574] : INFO : Epoch 1553 | loss: 0.0311142 | val_loss: 0.0311929 | Time: 5701.98 ms
[2021-01-20 04:30:11 main:574] : INFO : Epoch 1554 | loss: 0.031121 | val_loss: 0.0311905 | Time: 5703.94 ms
[2021-01-20 04:30:17 main:574] : INFO : Epoch 1555 | loss: 0.0311176 | val_loss: 0.0311948 | Time: 5702.89 ms
[2021-01-20 04:30:23 main:574] : INFO : Epoch 1556 | loss: 0.0311156 | val_loss: 0.0311991 | Time: 5706.65 ms
[2021-01-20 04:30:29 main:574] : INFO : Epoch 1557 | loss: 0.0311131 | val_loss: 0.031189 | Time: 5730.67 ms
[2021-01-20 04:30:35 main:574] : INFO : Epoch 1558 | loss: 0.0311123 | val_loss: 0.0311861 | Time: 5755.43 ms
[2021-01-20 04:30:40 main:574] : INFO : Epoch 1559 | loss: 0.0311251 | val_loss: 0.0311871 | Time: 5659.79 ms
[2021-01-20 04:30:46 main:574] : INFO : Epoch 1560 | loss: 0.0311219 | val_loss: 0.0311883 | Time: 5657.99 ms
[2021-01-20 04:30:52 main:574] : INFO : Epoch 1561 | loss: 0.0311137 | val_loss: 0.0311892 | Time: 5661.52 ms
[2021-01-20 04:30:58 main:574] : INFO : Epoch 1562 | loss: 0.0311125 | val_loss: 0.0311906 | Time: 5714.81 ms
[2021-01-20 04:31:03 main:574] : INFO : Epoch 1563 | loss: 0.0311095 | val_loss: 0.0311952 | Time: 5664.83 ms
[2021-01-20 04:31:09 main:574] : INFO : Epoch 1564 | loss: 0.0311111 | val_loss: 0.0311882 | Time: 5655.47 ms
[2021-01-20 04:31:15 main:574] : INFO : Epoch 1565 | loss: 0.031112 | val_loss: 0.0311925 | Time: 5745.85 ms
[2021-01-20 04:31:21 main:574] : INFO : Epoch 1566 | loss: 0.0311088 | val_loss: 0.0311908 | Time: 5685.69 ms
[2021-01-20 04:31:26 main:574] : INFO : Epoch 1567 | loss: 0.0311078 | val_loss: 0.0311931 | Time: 5744.55 ms
[2021-01-20 04:31:32 main:574] : INFO : Epoch 1568 | loss: 0.0311087 | val_loss: 0.0311914 | Time: 5689.44 ms
[2021-01-20 04:31:38 main:574] : INFO : Epoch 1569 | loss: 0.0311095 | val_loss: 0.031191 | Time: 5697.48 ms
[2021-01-20 04:31:44 main:574] : INFO : Epoch 1570 | loss: 0.0311083 | val_loss: 0.0311966 | Time: 5660 ms
[2021-01-20 04:31:50 main:574] : INFO : Epoch 1571 | loss: 0.0311124 | val_loss: 0.0311878 | Time: 5720.35 ms
[2021-01-20 04:31:55 main:574] : INFO : Epoch 1572 | loss: 0.0311177 | val_loss: 0.0311921 | Time: 5684.65 ms
[2021-01-20 04:32:01 main:574] : INFO : Epoch 1573 | loss: 0.0311174 | val_loss: 0.0311849 | Time: 5729.86 ms
[2021-01-20 04:32:07 main:574] : INFO : Epoch 1574 | loss: 0.0311149 | val_loss: 0.0311955 | Time: 5706.05 ms
[2021-01-20 04:32:13 main:574] : INFO : Epoch 1575 | loss: 0.0311124 | val_loss: 0.0311971 | Time: 5682.8 ms
[2021-01-20 04:32:18 main:574] : INFO : Epoch 1576 | loss: 0.0311116 | val_loss: 0.0311856 | Time: 5725.7 ms
[2021-01-20 04:32:24 main:574] : INFO : Epoch 1577 | loss: 0.0311275 | val_loss: 0.0311846 | Time: 5668.52 ms
[2021-01-20 04:32:30 main:574] : INFO : Epoch 1578 | loss: 0.0311225 | val_loss: 0.0311823 | Time: 5746.66 ms
[2021-01-20 04:32:36 main:574] : INFO : Epoch 1579 | loss: 0.0311183 | val_loss: 0.0311862 | Time: 5750.24 ms
[2021-01-20 04:32:42 main:574] : INFO : Epoch 1580 | loss: 0.0311151 | val_loss: 0.0311961 | Time: 5683.45 ms
[2021-01-20 04:32:47 main:574] : INFO : Epoch 1581 | loss: 0.0311085 | val_loss: 0.0312 | Time: 5654.4 ms
[2021-01-20 04:32:53 main:574] : INFO : Epoch 1582 | loss: 0.031111 | val_loss: 0.0311993 | Time: 5714.99 ms
[2021-01-20 04:32:59 main:574] : INFO : Epoch 1583 | loss: 0.0311101 | val_loss: 0.0311984 | Time: 5754.02 ms
[2021-01-20 04:33:05 main:574] : INFO : Epoch 1584 | loss: 0.031108 | val_loss: 0.0311927 | Time: 5759.73 ms
[2021-01-20 04:33:11 main:574] : INFO : Epoch 1585 | loss: 0.0311117 | val_loss: 0.0312011 | Time: 5727.33 ms
[2021-01-20 04:33:16 main:574] : INFO : Epoch 1586 | loss: 0.0311104 | val_loss: 0.0311936 | Time: 5726.08 ms
[2021-01-20 04:33:22 main:574] : INFO : Epoch 1587 | loss: 0.0311123 | val_loss: 0.0311964 | Time: 5653.99 ms
[2021-01-20 04:33:28 main:574] : INFO : Epoch 1588 | loss: 0.0311143 | val_loss: 0.0311986 | Time: 5768.69 ms
[2021-01-20 04:33:34 main:574] : INFO : Epoch 1589 | loss: 0.031111 | val_loss: 0.0311896 | Time: 5674.29 ms
[2021-01-20 04:33:39 main:574] : INFO : Epoch 1590 | loss: 0.0311134 | val_loss: 0.031197 | Time: 5667.55 ms
[2021-01-20 04:33:45 main:574] : INFO : Epoch 1591 | loss: 0.0311093 | val_loss: 0.0311923 | Time: 5688.25 ms
[2021-01-20 04:33:51 main:574] : INFO : Epoch 1592 | loss: 0.0311047 | val_loss: 0.031198 | Time: 5680.17 ms
[2021-01-20 04:33:57 main:574] : INFO : Epoch 1593 | loss: 0.0311073 | val_loss: 0.0311878 | Time: 5754.57 ms
[2021-01-20 04:34:03 main:574] : INFO : Epoch 1594 | loss: 0.0311043 | val_loss: 0.0311959 | Time: 5672.58 ms
[2021-01-20 04:34:08 main:574] : INFO : Epoch 1595 | loss: 0.031105 | val_loss: 0.0311925 | Time: 5677.63 ms
[2021-01-20 04:34:14 main:574] : INFO : Epoch 1596 | loss: 0.0311045 | val_loss: 0.0312039 | Time: 5660.06 ms
[2021-01-20 04:34:20 main:574] : INFO : Epoch 1597 | loss: 0.0311069 | val_loss: 0.0311993 | Time: 5725.67 ms
[2021-01-20 04:34:26 main:574] : INFO : Epoch 1598 | loss: 0.0311072 | val_loss: 0.0311959 | Time: 5656.45 ms
[2021-01-20 04:34:31 main:574] : INFO : Epoch 1599 | loss: 0.0311066 | val_loss: 0.0311906 | Time: 5726.23 ms
[2021-01-20 04:34:37 main:574] : INFO : Epoch 1600 | loss: 0.0311088 | val_loss: 0.0312067 | Time: 5743.02 ms
[2021-01-20 04:34:43 main:574] : INFO : Epoch 1601 | loss: 0.0311116 | val_loss: 0.0311969 | Time: 5683.7 ms
[2021-01-20 04:34:49 main:574] : INFO : Epoch 1602 | loss: 0.0311079 | val_loss: 0.031201 | Time: 5656.72 ms
[2021-01-20 04:34:55 main:574] : INFO : Epoch 1603 | loss: 0.0311053 | val_loss: 0.0311926 | Time: 5736.62 ms
[2021-01-20 04:35:00 main:574] : INFO : Epoch 1604 | loss: 0.031112 | val_loss: 0.0312023 | Time: 5721.5 ms
[2021-01-20 04:35:06 main:574] : INFO : Epoch 1605 | loss: 0.0311082 | val_loss: 0.0312004 | Time: 5718.42 ms
[2021-01-20 04:35:12 main:574] : INFO : Epoch 1606 | loss: 0.0311071 | val_loss: 0.0311948 | Time: 5682.52 ms
[2021-01-20 04:35:18 main:574] : INFO : Epoch 1607 | loss: 0.0311058 | val_loss: 0.0311922 | Time: 5689.09 ms
[2021-01-20 04:35:23 main:574] : INFO : Epoch 1608 | loss: 0.0311049 | val_loss: 0.0312014 | Time: 5701.67 ms
[2021-01-20 04:35:29 main:574] : INFO : Epoch 1609 | loss: 0.0311139 | val_loss: 0.0311871 | Time: 5731.72 ms
[2021-01-20 04:35:35 main:574] : INFO : Epoch 1610 | loss: 0.0311167 | val_loss: 0.031198 | Time: 5698.85 ms
[2021-01-20 04:35:41 main:574] : INFO : Epoch 1611 | loss: 0.0311136 | val_loss: 0.0311941 | Time: 5753.09 ms
[2021-01-20 04:35:46 main:574] : INFO : Epoch 1612 | loss: 0.0311109 | val_loss: 0.0311994 | Time: 5681.7 ms
[2021-01-20 04:35:52 main:574] : INFO : Epoch 1613 | loss: 0.0311146 | val_loss: 0.0311898 | Time: 5761.59 ms
[2021-01-20 04:35:58 main:574] : INFO : Epoch 1614 | loss: 0.0311165 | val_loss: 0.0312024 | Time: 5762.67 ms
[2021-01-20 04:36:04 main:574] : INFO : Epoch 1615 | loss: 0.0311125 | val_loss: 0.031184 | Time: 5652.55 ms
[2021-01-20 04:36:10 main:574] : INFO : Epoch 1616 | loss: 0.0311136 | val_loss: 0.0311883 | Time: 5753.21 ms
[2021-01-20 04:36:15 main:574] : INFO : Epoch 1617 | loss: 0.0311101 | val_loss: 0.0311927 | Time: 5707.46 ms
[2021-01-20 04:36:21 main:574] : INFO : Epoch 1618 | loss: 0.031109 | val_loss: 0.0311994 | Time: 5762.14 ms
[2021-01-20 04:36:27 main:574] : INFO : Epoch 1619 | loss: 0.0311108 | val_loss: 0.0311931 | Time: 5666.43 ms
[2021-01-20 04:36:33 main:574] : INFO : Epoch 1620 | loss: 0.0311087 | val_loss: 0.031194 | Time: 5752.99 ms
[2021-01-20 04:36:39 main:574] : INFO : Epoch 1621 | loss: 0.0311063 | val_loss: 0.0312062 | Time: 5716.78 ms
[2021-01-20 04:36:45 main:574] : INFO : Epoch 1622 | loss: 0.0311054 | val_loss: 0.0311928 | Time: 5742.32 ms
[2021-01-20 04:36:50 main:574] : INFO : Epoch 1623 | loss: 0.0311084 | val_loss: 0.0313548 | Time: 5802.44 ms
[2021-01-20 04:36:56 main:574] : INFO : Epoch 1624 | loss: 0.0323976 | val_loss: 0.0331527 | Time: 5670.94 ms
[2021-01-20 04:37:02 main:574] : INFO : Epoch 1625 | loss: 0.0353667 | val_loss: 0.0326977 | Time: 5684.12 ms
[2021-01-20 04:37:08 main:574] : INFO : Epoch 1626 | loss: 0.0319441 | val_loss: 0.0314201 | Time: 5691.59 ms
[2021-01-20 04:37:13 main:574] : INFO : Epoch 1627 | loss: 0.0313598 | val_loss: 0.0312843 | Time: 5703.46 ms
[2021-01-20 04:37:19 main:574] : INFO : Epoch 1628 | loss: 0.0312696 | val_loss: 0.0312567 | Time: 5674.07 ms
[2021-01-20 04:37:25 main:574] : INFO : Epoch 1629 | loss: 0.0312545 | val_loss: 0.0312517 | Time: 5653.93 ms
[2021-01-20 04:37:31 main:574] : INFO : Epoch 1630 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 5732.14 ms
[2021-01-20 04:37:37 main:574] : INFO : Epoch 1631 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 5673.95 ms
[2021-01-20 04:37:42 main:574] : INFO : Epoch 1632 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 5782.5 ms
[2021-01-20 04:37:48 main:574] : INFO : Epoch 1633 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 5728.35 ms
[2021-01-20 04:37:54 main:574] : INFO : Epoch 1634 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 5663.59 ms
[2021-01-20 04:38:00 main:574] : INFO : Epoch 1635 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 5675.97 ms
[2021-01-20 04:38:06 main:574] : INFO : Epoch 1636 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 5732.62 ms
[2021-01-20 04:38:11 main:574] : INFO : Epoch 1637 | loss: 0.0312492 | val_loss: 0.03125 | Time: 5683.13 ms
[2021-01-20 04:38:17 main:574] : INFO : Epoch 1638 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 5719.95 ms
[2021-01-20 04:38:23 main:574] : INFO : Epoch 1639 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 5759.01 ms
[2021-01-20 04:38:29 main:574] : INFO : Epoch 1640 | loss: 0.0312484 | val_loss: 0.0312496 | Time: 5698.26 ms
[2021-01-20 04:38:34 main:574] : INFO : Epoch 1641 | loss: 0.0312482 | val_loss: 0.0312495 | Time: 5707.04 ms
[2021-01-20 04:38:40 main:574] : INFO : Epoch 1642 | loss: 0.031248 | val_loss: 0.0312495 | Time: 5665.06 ms
[2021-01-20 04:38:46 main:574] : INFO : Epoch 1643 | loss: 0.0312477 | val_loss: 0.0312493 | Time: 5733.06 ms
[2021-01-20 04:38:52 main:574] : INFO : Epoch 1644 | loss: 0.0312476 | val_loss: 0.0312494 | Time: 5663.03 ms
[2021-01-20 04:38:57 main:574] : INFO : Epoch 1645 | loss: 0.0312474 | val_loss: 0.0312496 | Time: 5737.14 ms
[2021-01-20 04:39:03 main:574] : INFO : Epoch 1646 | loss: 0.0312472 | val_loss: 0.0312489 | Time: 5658.32 ms
[2021-01-20 04:39:09 main:574] : INFO : Epoch 1647 | loss: 0.031247 | val_loss: 0.0312501 | Time: 5696.51 ms
[2021-01-20 04:39:15 main:574] : INFO : Epoch 1648 | loss: 0.0312468 | val_loss: 0.0312485 | Time: 5689.62 ms
[2021-01-20 04:39:20 main:574] : INFO : Epoch 1649 | loss: 0.0312465 | val_loss: 0.0312486 | Time: 5737.25 ms
[2021-01-20 04:39:26 main:574] : INFO : Epoch 1650 | loss: 0.0312465 | val_loss: 0.031248 | Time: 5705.98 ms
[2021-01-20 04:39:32 main:574] : INFO : Epoch 1651 | loss: 0.0312454 | val_loss: 0.0312486 | Time: 5707.1 ms
[2021-01-20 04:39:38 main:574] : INFO : Epoch 1652 | loss: 0.0312449 | val_loss: 0.0312478 | Time: 5696.42 ms
[2021-01-20 04:39:43 main:574] : INFO : Epoch 1653 | loss: 0.0312443 | val_loss: 0.0312475 | Time: 5703.52 ms
[2021-01-20 04:39:49 main:574] : INFO : Epoch 1654 | loss: 0.0312438 | val_loss: 0.0312476 | Time: 5714.26 ms
[2021-01-20 04:39:55 main:574] : INFO : Epoch 1655 | loss: 0.0312436 | val_loss: 0.0312478 | Time: 5669.99 ms
[2021-01-20 04:40:01 main:574] : INFO : Epoch 1656 | loss: 0.0312429 | val_loss: 0.031247 | Time: 5730.97 ms
[2021-01-20 04:40:06 main:574] : INFO : Epoch 1657 | loss: 0.0312418 | val_loss: 0.0312464 | Time: 5655.22 ms
[2021-01-20 04:40:12 main:574] : INFO : Epoch 1658 | loss: 0.0312414 | val_loss: 0.031247 | Time: 5778.94 ms
[2021-01-20 04:40:18 main:574] : INFO : Epoch 1659 | loss: 0.0312407 | val_loss: 0.0312456 | Time: 5712.39 ms
[2021-01-20 04:40:24 main:574] : INFO : Epoch 1660 | loss: 0.0312397 | val_loss: 0.0312456 | Time: 5776.61 ms
[2021-01-20 04:40:30 main:574] : INFO : Epoch 1661 | loss: 0.0312392 | val_loss: 0.0312436 | Time: 5735.29 ms
[2021-01-20 04:40:36 main:574] : INFO : Epoch 1662 | loss: 0.0312379 | val_loss: 0.0312435 | Time: 5711.69 ms
[2021-01-20 04:40:41 main:574] : INFO : Epoch 1663 | loss: 0.0312369 | val_loss: 0.0312429 | Time: 5649.99 ms
[2021-01-20 04:40:47 main:574] : INFO : Epoch 1664 | loss: 0.0312368 | val_loss: 0.0312427 | Time: 5692.14 ms
[2021-01-20 04:40:53 main:574] : INFO : Epoch 1665 | loss: 0.0312351 | val_loss: 0.031242 | Time: 5677.15 ms
[2021-01-20 04:40:59 main:574] : INFO : Epoch 1666 | loss: 0.0312341 | val_loss: 0.0312425 | Time: 5713.68 ms
[2021-01-20 04:41:04 main:574] : INFO : Epoch 1667 | loss: 0.0312337 | val_loss: 0.031242 | Time: 5733.57 ms
[2021-01-20 04:41:10 main:574] : INFO : Epoch 1668 | loss: 0.0312329 | val_loss: 0.0312412 | Time: 5698.49 ms
[2021-01-20 04:41:16 main:574] : INFO : Epoch 1669 | loss: 0.0312319 | val_loss: 0.0312404 | Time: 5724.86 ms
[2021-01-20 04:41:22 main:574] : INFO : Epoch 1670 | loss: 0.0312318 | val_loss: 0.0312393 | Time: 5695.29 ms
[2021-01-20 04:41:27 main:574] : INFO : Epoch 1671 | loss: 0.0312311 | val_loss: 0.0312396 | Time: 5676.78 ms
[2021-01-20 04:41:33 main:574] : INFO : Epoch 1672 | loss: 0.0312313 | val_loss: 0.0312383 | Time: 5674.93 ms
[2021-01-20 04:41:39 main:574] : INFO : Epoch 1673 | loss: 0.0312296 | val_loss: 0.0312385 | Time: 5655.67 ms
[2021-01-20 04:41:44 main:574] : INFO : Epoch 1674 | loss: 0.03123 | val_loss: 0.0312372 | Time: 5738.17 ms
[2021-01-20 04:41:50 main:574] : INFO : Epoch 1675 | loss: 0.0312283 | val_loss: 0.0312358 | Time: 5658.73 ms
[2021-01-20 04:41:56 main:574] : INFO : Epoch 1676 | loss: 0.0312267 | val_loss: 0.0312368 | Time: 5743.05 ms
[2021-01-20 04:42:02 main:574] : INFO : Epoch 1677 | loss: 0.031227 | val_loss: 0.0312355 | Time: 5720.96 ms
[2021-01-20 04:42:08 main:574] : INFO : Epoch 1678 | loss: 0.0312272 | val_loss: 0.0312372 | Time: 5769.19 ms
[2021-01-20 04:42:13 main:574] : INFO : Epoch 1679 | loss: 0.0312263 | val_loss: 0.0312332 | Time: 5722.9 ms
[2021-01-20 04:42:19 main:574] : INFO : Epoch 1680 | loss: 0.0312262 | val_loss: 0.0312312 | Time: 5715.47 ms
[2021-01-20 04:42:25 main:574] : INFO : Epoch 1681 | loss: 0.0312245 | val_loss: 0.0312308 | Time: 5703.67 ms
[2021-01-20 04:42:31 main:574] : INFO : Epoch 1682 | loss: 0.0312235 | val_loss: 0.031232 | Time: 5808.63 ms
[2021-01-20 04:42:37 main:574] : INFO : Epoch 1683 | loss: 0.031222 | val_loss: 0.0312323 | Time: 5651.33 ms
[2021-01-20 04:42:42 main:574] : INFO : Epoch 1684 | loss: 0.0312213 | val_loss: 0.0312287 | Time: 5790.22 ms
[2021-01-20 04:42:48 main:574] : INFO : Epoch 1685 | loss: 0.031221 | val_loss: 0.0312328 | Time: 5738.48 ms
[2021-01-20 04:42:54 main:574] : INFO : Epoch 1686 | loss: 0.031221 | val_loss: 0.03123 | Time: 5711.7 ms
[2021-01-20 04:43:00 main:574] : INFO : Epoch 1687 | loss: 0.0312208 | val_loss: 0.0312282 | Time: 5684.83 ms
[2021-01-20 04:43:05 main:574] : INFO : Epoch 1688 | loss: 0.0312186 | val_loss: 0.0312277 | Time: 5666.09 ms
[2021-01-20 04:43:11 main:574] : INFO : Epoch 1689 | loss: 0.0312204 | val_loss: 0.0312295 | Time: 5699.7 ms
[2021-01-20 04:43:17 main:574] : INFO : Epoch 1690 | loss: 0.0312185 | val_loss: 0.0312275 | Time: 5669.44 ms
[2021-01-20 04:43:23 main:574] : INFO : Epoch 1691 | loss: 0.0312175 | val_loss: 0.0312293 | Time: 5738.25 ms
[2021-01-20 04:43:28 main:574] : INFO : Epoch 1692 | loss: 0.0312156 | val_loss: 0.0312306 | Time: 5755.31 ms
[2021-01-20 04:43:34 main:574] : INFO : Epoch 1693 | loss: 0.0312173 | val_loss: 0.0312239 | Time: 5662.18 ms
[2021-01-20 04:43:40 main:574] : INFO : Epoch 1694 | loss: 0.0312152 | val_loss: 0.0312266 | Time: 5654.74 ms
[2021-01-20 04:43:46 main:574] : INFO : Epoch 1695 | loss: 0.0312152 | val_loss: 0.0312241 | Time: 5717.39 ms
[2021-01-20 04:43:51 main:574] : INFO : Epoch 1696 | loss: 0.0312141 | val_loss: 0.0312303 | Time: 5711.32 ms
[2021-01-20 04:43:57 main:574] : INFO : Epoch 1697 | loss: 0.0312133 | val_loss: 0.0312208 | Time: 5659.34 ms
[2021-01-20 04:44:03 main:574] : INFO : Epoch 1698 | loss: 0.0312123 | val_loss: 0.0312228 | Time: 5714.59 ms
[2021-01-20 04:44:09 main:574] : INFO : Epoch 1699 | loss: 0.0312104 | val_loss: 0.031224 | Time: 5730.52 ms
[2021-01-20 04:44:15 main:574] : INFO : Epoch 1700 | loss: 0.0312108 | val_loss: 0.0312219 | Time: 5700.37 ms
[2021-01-20 04:44:20 main:574] : INFO : Epoch 1701 | loss: 0.0312118 | val_loss: 0.0312198 | Time: 5737.12 ms
[2021-01-20 04:44:26 main:574] : INFO : Epoch 1702 | loss: 0.031211 | val_loss: 0.0312197 | Time: 5666.33 ms
[2021-01-20 04:44:32 main:574] : INFO : Epoch 1703 | loss: 0.0312093 | val_loss: 0.0312173 | Time: 5739.43 ms
[2021-01-20 04:44:38 main:574] : INFO : Epoch 1704 | loss: 0.0312082 | val_loss: 0.0312205 | Time: 5658.26 ms
[2021-01-20 04:44:43 main:574] : INFO : Epoch 1705 | loss: 0.03121 | val_loss: 0.0312196 | Time: 5767.9 ms
[2021-01-20 04:44:49 main:574] : INFO : Epoch 1706 | loss: 0.0312087 | val_loss: 0.0312209 | Time: 5663.04 ms
[2021-01-20 04:44:55 main:574] : INFO : Epoch 1707 | loss: 0.0312071 | val_loss: 0.0312165 | Time: 5656.74 ms
[2021-01-20 04:45:01 main:574] : INFO : Epoch 1708 | loss: 0.0312058 | val_loss: 0.0312326 | Time: 5744.09 ms
[2021-01-20 04:45:06 main:574] : INFO : Epoch 1709 | loss: 0.0312107 | val_loss: 0.0312257 | Time: 5700.34 ms
[2021-01-20 04:45:12 main:574] : INFO : Epoch 1710 | loss: 0.0312072 | val_loss: 0.0312151 | Time: 5757.97 ms
[2021-01-20 04:45:18 main:574] : INFO : Epoch 1711 | loss: 0.0312052 | val_loss: 0.0312184 | Time: 5662.56 ms
[2021-01-20 04:45:24 main:574] : INFO : Epoch 1712 | loss: 0.0312034 | val_loss: 0.0312204 | Time: 5747.99 ms
[2021-01-20 04:45:30 main:574] : INFO : Epoch 1713 | loss: 0.0312026 | val_loss: 0.0312167 | Time: 5785.72 ms
[2021-01-20 04:45:35 main:574] : INFO : Epoch 1714 | loss: 0.0312024 | val_loss: 0.0312176 | Time: 5665.76 ms
[2021-01-20 04:45:41 main:574] : INFO : Epoch 1715 | loss: 0.0312019 | val_loss: 0.0312205 | Time: 5698.93 ms
[2021-01-20 04:45:47 main:574] : INFO : Epoch 1716 | loss: 0.0312 | val_loss: 0.0312151 | Time: 5675.74 ms
[2021-01-20 04:45:53 main:574] : INFO : Epoch 1717 | loss: 0.031198 | val_loss: 0.0312225 | Time: 5688.31 ms
[2021-01-20 04:45:58 main:574] : INFO : Epoch 1718 | loss: 0.0312016 | val_loss: 0.0312153 | Time: 5664.8 ms
[2021-01-20 04:46:04 main:574] : INFO : Epoch 1719 | loss: 0.031199 | val_loss: 0.0312147 | Time: 5671.45 ms
[2021-01-20 04:46:10 main:574] : INFO : Epoch 1720 | loss: 0.0311984 | val_loss: 0.0312148 | Time: 5657.64 ms
[2021-01-20 04:46:16 main:574] : INFO : Epoch 1721 | loss: 0.0311994 | val_loss: 0.0312136 | Time: 5709.72 ms
[2021-01-20 04:46:21 main:574] : INFO : Epoch 1722 | loss: 0.0311986 | val_loss: 0.0312162 | Time: 5659.36 ms
[2021-01-20 04:46:27 main:574] : INFO : Epoch 1723 | loss: 0.0312023 | val_loss: 0.0312173 | Time: 5657.02 ms
[2021-01-20 04:46:33 main:574] : INFO : Epoch 1724 | loss: 0.0312069 | val_loss: 0.031216 | Time: 5712.34 ms
[2021-01-20 04:46:39 main:574] : INFO : Epoch 1725 | loss: 0.0312052 | val_loss: 0.0312139 | Time: 5731.6 ms
[2021-01-20 04:46:44 main:574] : INFO : Epoch 1726 | loss: 0.0312037 | val_loss: 0.0312137 | Time: 5740.76 ms
[2021-01-20 04:46:50 main:574] : INFO : Epoch 1727 | loss: 0.0312022 | val_loss: 0.0312122 | Time: 5723.08 ms
[2021-01-20 04:46:56 main:574] : INFO : Epoch 1728 | loss: 0.0311996 | val_loss: 0.0312108 | Time: 5670.67 ms
[2021-01-20 04:47:02 main:574] : INFO : Epoch 1729 | loss: 0.0311996 | val_loss: 0.0312139 | Time: 5683.37 ms
[2021-01-20 04:47:07 main:574] : INFO : Epoch 1730 | loss: 0.0311987 | val_loss: 0.0312111 | Time: 5692.86 ms
[2021-01-20 04:47:13 main:574] : INFO : Epoch 1731 | loss: 0.0312005 | val_loss: 0.0312114 | Time: 5675.85 ms
[2021-01-20 04:47:19 main:574] : INFO : Epoch 1732 | loss: 0.0311978 | val_loss: 0.0312084 | Time: 5692.2 ms
[2021-01-20 04:47:25 main:574] : INFO : Epoch 1733 | loss: 0.0311967 | val_loss: 0.0312081 | Time: 5652.95 ms
[2021-01-20 04:47:30 main:574] : INFO : Epoch 1734 | loss: 0.0311974 | val_loss: 0.0312072 | Time: 5706.75 ms
[2021-01-20 04:47:36 main:574] : INFO : Epoch 1735 | loss: 0.0311955 | val_loss: 0.0312067 | Time: 5716.3 ms
[2021-01-20 04:47:42 main:574] : INFO : Epoch 1736 | loss: 0.0311957 | val_loss: 0.0312109 | Time: 5708.18 ms
[2021-01-20 04:47:48 main:574] : INFO : Epoch 1737 | loss: 0.0311983 | val_loss: 0.0312061 | Time: 5705.15 ms
[2021-01-20 04:47:54 main:574] : INFO : Epoch 1738 | loss: 0.0311971 | val_loss: 0.0312077 | Time: 5711.05 ms
[2021-01-20 04:47:59 main:574] : INFO : Epoch 1739 | loss: 0.0311963 | val_loss: 0.0312078 | Time: 5684.75 ms
[2021-01-20 04:48:05 main:574] : INFO : Epoch 1740 | loss: 0.0311952 | val_loss: 0.0312181 | Time: 5684.86 ms
[2021-01-20 04:48:11 main:574] : INFO : Epoch 1741 | loss: 0.0311957 | val_loss: 0.0312069 | Time: 5746.36 ms
[2021-01-20 04:48:17 main:574] : INFO : Epoch 1742 | loss: 0.0311941 | val_loss: 0.0312146 | Time: 5736.94 ms
[2021-01-20 04:48:22 main:574] : INFO : Epoch 1743 | loss: 0.0311916 | val_loss: 0.0312072 | Time: 5707.49 ms
[2021-01-20 04:48:28 main:574] : INFO : Epoch 1744 | loss: 0.0311928 | val_loss: 0.0312078 | Time: 5748.77 ms
[2021-01-20 04:48:34 main:574] : INFO : Epoch 1745 | loss: 0.0311916 | val_loss: 0.0312049 | Time: 5720.59 ms
[2021-01-20 04:48:40 main:574] : INFO : Epoch 1746 | loss: 0.0311917 | val_loss: 0.0312061 | Time: 5765.24 ms
[2021-01-20 04:48:46 main:574] : INFO : Epoch 1747 | loss: 0.0311904 | val_loss: 0.0312108 | Time: 5730.67 ms
[2021-01-20 04:48:52 main:574] : INFO : Epoch 1748 | loss: 0.0311932 | val_loss: 0.0312055 | Time: 5691.16 ms
[2021-01-20 04:48:57 main:574] : INFO : Epoch 1749 | loss: 0.0311883 | val_loss: 0.0312063 | Time: 5662.34 ms
[2021-01-20 04:49:03 main:574] : INFO : Epoch 1750 | loss: 0.0311873 | val_loss: 0.0312081 | Time: 5690.58 ms
[2021-01-20 04:49:09 main:574] : INFO : Epoch 1751 | loss: 0.0311871 | val_loss: 0.0312041 | Time: 5673 ms
[2021-01-20 04:49:15 main:574] : INFO : Epoch 1752 | loss: 0.0311883 | val_loss: 0.0312032 | Time: 5698.57 ms
[2021-01-20 04:49:20 main:574] : INFO : Epoch 1753 | loss: 0.031188 | val_loss: 0.0312034 | Time: 5674.39 ms
[2021-01-20 04:49:26 main:574] : INFO : Epoch 1754 | loss: 0.0311854 | val_loss: 0.0312044 | Time: 5747.63 ms
[2021-01-20 04:49:32 main:574] : INFO : Epoch 1755 | loss: 0.0311853 | val_loss: 0.0312081 | Time: 5667.32 ms
[2021-01-20 04:49:38 main:574] : INFO : Epoch 1756 | loss: 0.0311854 | val_loss: 0.0312052 | Time: 5745.45 ms
[2021-01-20 04:49:43 main:574] : INFO : Epoch 1757 | loss: 0.0311832 | val_loss: 0.031207 | Time: 5678.16 ms
[2021-01-20 04:49:49 main:574] : INFO : Epoch 1758 | loss: 0.0311843 | val_loss: 0.0312072 | Time: 5685.25 ms
[2021-01-20 04:49:55 main:574] : INFO : Epoch 1759 | loss: 0.0311843 | val_loss: 0.0312119 | Time: 5683.62 ms
[2021-01-20 04:50:01 main:574] : INFO : Epoch 1760 | loss: 0.0311832 | val_loss: 0.0312042 | Time: 5693.32 ms
[2021-01-20 04:50:06 main:574] : INFO : Epoch 1761 | loss: 0.0311883 | val_loss: 0.0312047 | Time: 5652.41 ms
[2021-01-20 04:50:12 main:574] : INFO : Epoch 1762 | loss: 0.0311921 | val_loss: 0.0312056 | Time: 5714.65 ms
[2021-01-20 04:50:18 main:574] : INFO : Epoch 1763 | loss: 0.0311866 | val_loss: 0.0312017 | Time: 5675.97 ms
[2021-01-20 04:50:24 main:574] : INFO : Epoch 1764 | loss: 0.0311874 | val_loss: 0.0312015 | Time: 5761.95 ms
[2021-01-20 04:50:29 main:574] : INFO : Epoch 1765 | loss: 0.0311855 | val_loss: 0.0312023 | Time: 5654.09 ms
[2021-01-20 04:50:35 main:574] : INFO : Epoch 1766 | loss: 0.0311875 | val_loss: 0.0312134 | Time: 5698.57 ms
[2021-01-20 04:50:41 main:574] : INFO : Epoch 1767 | loss: 0.0311845 | val_loss: 0.0312024 | Time: 5687.22 ms
[2021-01-20 04:50:47 main:574] : INFO : Epoch 1768 | loss: 0.0311857 | val_loss: 0.0312078 | Time: 5652.86 ms
[2021-01-20 04:50:52 main:574] : INFO : Epoch 1769 | loss: 0.0311874 | val_loss: 0.0312081 | Time: 5766.61 ms
[2021-01-20 04:50:58 main:574] : INFO : Epoch 1770 | loss: 0.0311859 | val_loss: 0.0312112 | Time: 5726.31 ms
[2021-01-20 04:51:04 main:574] : INFO : Epoch 1771 | loss: 0.0311832 | val_loss: 0.031207 | Time: 5660.6 ms
[2021-01-20 04:51:10 main:574] : INFO : Epoch 1772 | loss: 0.0311826 | val_loss: 0.0312048 | Time: 5695.27 ms
[2021-01-20 04:51:16 main:574] : INFO : Epoch 1773 | loss: 0.0311826 | val_loss: 0.0312077 | Time: 5680.29 ms
[2021-01-20 04:51:21 main:574] : INFO : Epoch 1774 | loss: 0.0311862 | val_loss: 0.0312087 | Time: 5660.42 ms
[2021-01-20 04:51:27 main:574] : INFO : Epoch 1775 | loss: 0.0311829 | val_loss: 0.0312071 | Time: 5732.89 ms
[2021-01-20 04:51:33 main:574] : INFO : Epoch 1776 | loss: 0.0311818 | val_loss: 0.0312034 | Time: 5681.02 ms
[2021-01-20 04:51:38 main:574] : INFO : Epoch 1777 | loss: 0.0311795 | val_loss: 0.0312058 | Time: 5681.8 ms
[2021-01-20 04:51:44 main:574] : INFO : Epoch 1778 | loss: 0.0311782 | val_loss: 0.031203 | Time: 5663.44 ms
[2021-01-20 04:51:50 main:574] : INFO : Epoch 1779 | loss: 0.0311783 | val_loss: 0.0312043 | Time: 5695.25 ms
[2021-01-20 04:51:56 main:574] : INFO : Epoch 1780 | loss: 0.0311792 | val_loss: 0.0312053 | Time: 5676.78 ms
[2021-01-20 04:52:02 main:574] : INFO : Epoch 1781 | loss: 0.0311795 | val_loss: 0.0312075 | Time: 5734 ms
[2021-01-20 04:52:07 main:574] : INFO : Epoch 1782 | loss: 0.0311814 | val_loss: 0.0312088 | Time: 5684.5 ms
[2021-01-20 04:52:13 main:574] : INFO : Epoch 1783 | loss: 0.0311809 | val_loss: 0.0312075 | Time: 5652.23 ms
[2021-01-20 04:52:19 main:574] : INFO : Epoch 1784 | loss: 0.0311799 | val_loss: 0.0312074 | Time: 5670.62 ms
[2021-01-20 04:52:25 main:574] : INFO : Epoch 1785 | loss: 0.0311797 | val_loss: 0.0312061 | Time: 5738.25 ms
[2021-01-20 04:52:30 main:574] : INFO : Epoch 1786 | loss: 0.0311846 | val_loss: 0.0312165 | Time: 5730.86 ms
[2021-01-20 04:52:36 main:574] : INFO : Epoch 1787 | loss: 0.0311834 | val_loss: 0.0312131 | Time: 5761.55 ms
[2021-01-20 04:52:42 main:574] : INFO : Epoch 1788 | loss: 0.0311803 | val_loss: 0.0312043 | Time: 5746.43 ms
[2021-01-20 04:52:48 main:574] : INFO : Epoch 1789 | loss: 0.0311771 | val_loss: 0.0312065 | Time: 5742.56 ms
[2021-01-20 04:52:54 main:574] : INFO : Epoch 1790 | loss: 0.0311775 | val_loss: 0.0312082 | Time: 5651.28 ms
[2021-01-20 04:52:59 main:574] : INFO : Epoch 1791 | loss: 0.0311778 | val_loss: 0.0312076 | Time: 5671.56 ms
[2021-01-20 04:53:05 main:574] : INFO : Epoch 1792 | loss: 0.0311802 | val_loss: 0.0312026 | Time: 5662.11 ms
[2021-01-20 04:53:11 main:574] : INFO : Epoch 1793 | loss: 0.0311805 | val_loss: 0.0312024 | Time: 5668.41 ms
[2021-01-20 04:53:16 main:574] : INFO : Epoch 1794 | loss: 0.0311808 | val_loss: 0.031206 | Time: 5730.33 ms
[2021-01-20 04:53:22 main:574] : INFO : Epoch 1795 | loss: 0.0311832 | val_loss: 0.0312018 | Time: 5720.4 ms
[2021-01-20 04:53:28 main:574] : INFO : Epoch 1796 | loss: 0.0311774 | val_loss: 0.031204 | Time: 5782.91 ms
[2021-01-20 04:53:34 main:574] : INFO : Epoch 1797 | loss: 0.0311751 | val_loss: 0.0312081 | Time: 5711.38 ms
[2021-01-20 04:53:40 main:574] : INFO : Epoch 1798 | loss: 0.0311768 | val_loss: 0.0312093 | Time: 5664.41 ms
[2021-01-20 04:53:45 main:574] : INFO : Epoch 1799 | loss: 0.031177 | val_loss: 0.0312047 | Time: 5694.81 ms
[2021-01-20 04:53:51 main:574] : INFO : Epoch 1800 | loss: 0.0311779 | val_loss: 0.0312053 | Time: 5756.04 ms
[2021-01-20 04:53:57 main:574] : INFO : Epoch 1801 | loss: 0.0311825 | val_loss: 0.0312199 | Time: 5747.45 ms
[2021-01-20 04:54:03 main:574] : INFO : Epoch 1802 | loss: 0.031185 | val_loss: 0.0312106 | Time: 5667.89 ms
[2021-01-20 04:54:09 main:574] : INFO : Epoch 1803 | loss: 0.0311767 | val_loss: 0.0312128 | Time: 5695.35 ms
[2021-01-20 04:54:14 main:574] : INFO : Epoch 1804 | loss: 0.0311771 | val_loss: 0.0312028 | Time: 5657.13 ms
[2021-01-20 04:54:20 main:574] : INFO : Epoch 1805 | loss: 0.0311781 | val_loss: 0.0312005 | Time: 5661.68 ms
[2021-01-20 04:54:26 main:574] : INFO : Epoch 1806 | loss: 0.0311808 | val_loss: 0.0312038 | Time: 5672.31 ms
[2021-01-20 04:54:31 main:574] : INFO : Epoch 1807 | loss: 0.031178 | val_loss: 0.0312032 | Time: 5693.37 ms
[2021-01-20 04:54:37 main:574] : INFO : Epoch 1808 | loss: 0.0311743 | val_loss: 0.0312083 | Time: 5680.34 ms
[2021-01-20 04:54:43 main:574] : INFO : Epoch 1809 | loss: 0.031178 | val_loss: 0.0312036 | Time: 5763.7 ms
[2021-01-20 04:54:49 main:574] : INFO : Epoch 1810 | loss: 0.0311852 | val_loss: 0.0312021 | Time: 5664.49 ms
[2021-01-20 04:54:54 main:574] : INFO : Epoch 1811 | loss: 0.0311823 | val_loss: 0.031198 | Time: 5722.72 ms
[2021-01-20 04:55:00 main:574] : INFO : Epoch 1812 | loss: 0.0311842 | val_loss: 0.0311994 | Time: 5655.05 ms
[2021-01-20 04:55:06 main:574] : INFO : Epoch 1813 | loss: 0.0311844 | val_loss: 0.0311973 | Time: 5714.21 ms
[2021-01-20 04:55:12 main:574] : INFO : Epoch 1814 | loss: 0.0311833 | val_loss: 0.0311992 | Time: 5683.4 ms
[2021-01-20 04:55:18 main:574] : INFO : Epoch 1815 | loss: 0.0311809 | val_loss: 0.0311996 | Time: 5751.24 ms
[2021-01-20 04:55:23 main:574] : INFO : Epoch 1816 | loss: 0.0311782 | val_loss: 0.0311999 | Time: 5683.74 ms
[2021-01-20 04:55:29 main:574] : INFO : Epoch 1817 | loss: 0.0311776 | val_loss: 0.0312006 | Time: 5704.75 ms
[2021-01-20 04:55:35 main:574] : INFO : Epoch 1818 | loss: 0.0311771 | val_loss: 0.0312014 | Time: 5727.78 ms
[2021-01-20 04:55:41 main:574] : INFO : Epoch 1819 | loss: 0.0311761 | val_loss: 0.0312023 | Time: 5700.79 ms
[2021-01-20 04:55:47 main:574] : INFO : Epoch 1820 | loss: 0.0311804 | val_loss: 0.0312015 | Time: 5812.1 ms
[2021-01-20 04:55:52 main:574] : INFO : Epoch 1821 | loss: 0.0311802 | val_loss: 0.0312051 | Time: 5658.36 ms
[2021-01-20 04:55:58 main:574] : INFO : Epoch 1822 | loss: 0.0311752 | val_loss: 0.0312018 | Time: 5667.89 ms
[2021-01-20 04:56:04 main:574] : INFO : Epoch 1823 | loss: 0.0311756 | val_loss: 0.0312056 | Time: 5659.09 ms
[2021-01-20 04:56:09 main:574] : INFO : Epoch 1824 | loss: 0.0311815 | val_loss: 0.0312007 | Time: 5712 ms
[2021-01-20 04:56:15 main:574] : INFO : Epoch 1825 | loss: 0.0311829 | val_loss: 0.0311999 | Time: 5696.85 ms
[2021-01-20 04:56:21 main:574] : INFO : Epoch 1826 | loss: 0.0311828 | val_loss: 0.031203 | Time: 5661.81 ms
[2021-01-20 04:56:27 main:574] : INFO : Epoch 1827 | loss: 0.0311758 | val_loss: 0.031202 | Time: 5725.95 ms
[2021-01-20 04:56:32 main:574] : INFO : Epoch 1828 | loss: 0.0311763 | val_loss: 0.0312003 | Time: 5666.99 ms
[2021-01-20 04:56:38 main:574] : INFO : Epoch 1829 | loss: 0.0311749 | val_loss: 0.0312071 | Time: 5682.19 ms
[2021-01-20 04:56:44 main:574] : INFO : Epoch 1830 | loss: 0.0311753 | val_loss: 0.031207 | Time: 5669.36 ms
[2021-01-20 04:56:50 main:574] : INFO : Epoch 1831 | loss: 0.0311759 | val_loss: 0.0312069 | Time: 5658.53 ms
[2021-01-20 04:56:55 main:574] : INFO : Epoch 1832 | loss: 0.031175 | val_loss: 0.0312086 | Time: 5658.31 ms
[2021-01-20 04:57:01 main:574] : INFO : Epoch 1833 | loss: 0.0311774 | val_loss: 0.0312117 | Time: 5658.82 ms
[2021-01-20 04:57:07 main:574] : INFO : Epoch 1834 | loss: 0.0311812 | val_loss: 0.0312039 | Time: 5727.78 ms
[2021-01-20 04:57:13 main:574] : INFO : Epoch 1835 | loss: 0.0311798 | val_loss: 0.0311986 | Time: 5690.01 ms
[2021-01-20 04:57:18 main:574] : INFO : Epoch 1836 | loss: 0.0311786 | val_loss: 0.0312014 | Time: 5709.48 ms
[2021-01-20 04:57:24 main:574] : INFO : Epoch 1837 | loss: 0.0311773 | val_loss: 0.0312109 | Time: 5660.54 ms
[2021-01-20 04:57:30 main:574] : INFO : Epoch 1838 | loss: 0.0311789 | val_loss: 0.0312044 | Time: 5744.35 ms
[2021-01-20 04:57:36 main:574] : INFO : Epoch 1839 | loss: 0.0311764 | val_loss: 0.031204 | Time: 5664.31 ms
[2021-01-20 04:57:41 main:574] : INFO : Epoch 1840 | loss: 0.0311755 | val_loss: 0.0312059 | Time: 5676.53 ms
[2021-01-20 04:57:47 main:574] : INFO : Epoch 1841 | loss: 0.031173 | val_loss: 0.0312032 | Time: 5746.64 ms
[2021-01-20 04:57:53 main:574] : INFO : Epoch 1842 | loss: 0.0311728 | val_loss: 0.0312006 | Time: 5728.97 ms
[2021-01-20 04:57:59 main:574] : INFO : Epoch 1843 | loss: 0.0311709 | val_loss: 0.0312035 | Time: 5672.23 ms
[2021-01-20 04:58:04 main:574] : INFO : Epoch 1844 | loss: 0.0311701 | val_loss: 0.0312059 | Time: 5659.25 ms
[2021-01-20 04:58:10 main:574] : INFO : Epoch 1845 | loss: 0.0311701 | val_loss: 0.0312041 | Time: 5730.47 ms
[2021-01-20 04:58:16 main:574] : INFO : Epoch 1846 | loss: 0.0311683 | val_loss: 0.0312059 | Time: 5796.62 ms
[2021-01-20 04:58:22 main:574] : INFO : Epoch 1847 | loss: 0.0311709 | val_loss: 0.031201 | Time: 5665.46 ms
[2021-01-20 04:58:28 main:574] : INFO : Epoch 1848 | loss: 0.0311696 | val_loss: 0.0312024 | Time: 5677.93 ms
[2021-01-20 04:58:33 main:574] : INFO : Epoch 1849 | loss: 0.0311681 | val_loss: 0.0312046 | Time: 5710.34 ms
[2021-01-20 04:58:39 main:574] : INFO : Epoch 1850 | loss: 0.0311691 | val_loss: 0.0312064 | Time: 5649.64 ms
[2021-01-20 04:58:45 main:574] : INFO : Epoch 1851 | loss: 0.0311694 | val_loss: 0.0312013 | Time: 5706.15 ms
[2021-01-20 04:58:51 main:574] : INFO : Epoch 1852 | loss: 0.0311695 | val_loss: 0.031206 | Time: 5693.68 ms
[2021-01-20 04:58:56 main:574] : INFO : Epoch 1853 | loss: 0.0311674 | val_loss: 0.031204 | Time: 5658 ms
[2021-01-20 04:59:02 main:574] : INFO : Epoch 1854 | loss: 0.0311666 | val_loss: 0.0312051 | Time: 5702.3 ms
[2021-01-20 04:59:08 main:574] : INFO : Epoch 1855 | loss: 0.0311675 | val_loss: 0.0312121 | Time: 5734.93 ms
[2021-01-20 04:59:14 main:574] : INFO : Epoch 1856 | loss: 0.0311676 | val_loss: 0.0312088 | Time: 5725.65 ms
[2021-01-20 04:59:19 main:574] : INFO : Epoch 1857 | loss: 0.0311698 | val_loss: 0.0312109 | Time: 5720.34 ms
[2021-01-20 04:59:25 main:574] : INFO : Epoch 1858 | loss: 0.0311818 | val_loss: 0.0312002 | Time: 5680.38 ms
[2021-01-20 04:59:31 main:574] : INFO : Epoch 1859 | loss: 0.0311784 | val_loss: 0.0312047 | Time: 5678.78 ms
[2021-01-20 04:59:37 main:574] : INFO : Epoch 1860 | loss: 0.0311749 | val_loss: 0.0312053 | Time: 5719.79 ms
[2021-01-20 04:59:43 main:574] : INFO : Epoch 1861 | loss: 0.0311744 | val_loss: 0.0312039 | Time: 5660.39 ms
[2021-01-20 04:59:48 main:574] : INFO : Epoch 1862 | loss: 0.0311721 | val_loss: 0.0312038 | Time: 5676.71 ms
[2021-01-20 04:59:54 main:574] : INFO : Epoch 1863 | loss: 0.0311776 | val_loss: 0.0311977 | Time: 5745.54 ms
[2021-01-20 05:00:00 main:574] : INFO : Epoch 1864 | loss: 0.0311805 | val_loss: 0.0312 | Time: 5735.08 ms
[2021-01-20 05:00:06 main:574] : INFO : Epoch 1865 | loss: 0.0311768 | val_loss: 0.0311974 | Time: 5716.97 ms
[2021-01-20 05:00:11 main:574] : INFO : Epoch 1866 | loss: 0.0311729 | val_loss: 0.0312012 | Time: 5746.37 ms
[2021-01-20 05:00:17 main:574] : INFO : Epoch 1867 | loss: 0.031171 | val_loss: 0.0312005 | Time: 5705.97 ms
[2021-01-20 05:00:23 main:574] : INFO : Epoch 1868 | loss: 0.0311689 | val_loss: 0.0312025 | Time: 5725.66 ms
[2021-01-20 05:00:29 main:574] : INFO : Epoch 1869 | loss: 0.031167 | val_loss: 0.0312051 | Time: 5664.03 ms
[2021-01-20 05:00:34 main:574] : INFO : Epoch 1870 | loss: 0.0311666 | val_loss: 0.0312037 | Time: 5667.11 ms
[2021-01-20 05:00:40 main:574] : INFO : Epoch 1871 | loss: 0.0311676 | val_loss: 0.03121 | Time: 5697.27 ms
[2021-01-20 05:00:46 main:574] : INFO : Epoch 1872 | loss: 0.0311682 | val_loss: 0.0312116 | Time: 5766.59 ms
[2021-01-20 05:00:52 main:574] : INFO : Epoch 1873 | loss: 0.0311732 | val_loss: 0.0312143 | Time: 5759.46 ms
[2021-01-20 05:00:58 main:574] : INFO : Epoch 1874 | loss: 0.0311704 | val_loss: 0.0312079 | Time: 5666.41 ms
[2021-01-20 05:01:03 main:574] : INFO : Epoch 1875 | loss: 0.0311659 | val_loss: 0.0312061 | Time: 5743.32 ms
[2021-01-20 05:01:09 main:574] : INFO : Epoch 1876 | loss: 0.0311696 | val_loss: 0.0312009 | Time: 5666.22 ms
[2021-01-20 05:01:15 main:574] : INFO : Epoch 1877 | loss: 0.0311698 | val_loss: 0.0312062 | Time: 5669.9 ms
[2021-01-20 05:01:21 main:574] : INFO : Epoch 1878 | loss: 0.0311671 | val_loss: 0.0312048 | Time: 5712.98 ms
[2021-01-20 05:01:26 main:574] : INFO : Epoch 1879 | loss: 0.0311672 | val_loss: 0.0312037 | Time: 5693.13 ms
[2021-01-20 05:01:32 main:574] : INFO : Epoch 1880 | loss: 0.0311644 | val_loss: 0.0312027 | Time: 5704.74 ms
[2021-01-20 05:01:38 main:574] : INFO : Epoch 1881 | loss: 0.0311621 | val_loss: 0.031206 | Time: 5776.65 ms
[2021-01-20 05:01:44 main:574] : INFO : Epoch 1882 | loss: 0.0311628 | val_loss: 0.0312049 | Time: 5724 ms
[2021-01-20 05:01:50 main:574] : INFO : Epoch 1883 | loss: 0.0311616 | val_loss: 0.0312093 | Time: 5700.45 ms
[2021-01-20 05:01:55 main:574] : INFO : Epoch 1884 | loss: 0.0311739 | val_loss: 0.0312091 | Time: 5747.09 ms
[2021-01-20 05:02:01 main:574] : INFO : Epoch 1885 | loss: 0.0311711 | val_loss: 0.0312021 | Time: 5675.91 ms
[2021-01-20 05:02:07 main:574] : INFO : Epoch 1886 | loss: 0.0311657 | val_loss: 0.0311986 | Time: 5708.48 ms
[2021-01-20 05:02:13 main:574] : INFO : Epoch 1887 | loss: 0.0311614 | val_loss: 0.0312039 | Time: 5679.7 ms
[2021-01-20 05:02:19 main:574] : INFO : Epoch 1888 | loss: 0.0311624 | val_loss: 0.0312024 | Time: 5720.63 ms
[2021-01-20 05:02:24 main:574] : INFO : Epoch 1889 | loss: 0.0311662 | val_loss: 0.0312023 | Time: 5672.93 ms
[2021-01-20 05:02:30 main:574] : INFO : Epoch 1890 | loss: 0.031172 | val_loss: 0.0312009 | Time: 5783.5 ms
[2021-01-20 05:02:36 main:574] : INFO : Epoch 1891 | loss: 0.0311701 | val_loss: 0.031204 | Time: 5664.85 ms
[2021-01-20 05:02:42 main:574] : INFO : Epoch 1892 | loss: 0.0311742 | val_loss: 0.031198 | Time: 5657.29 ms
[2021-01-20 05:02:47 main:574] : INFO : Epoch 1893 | loss: 0.0311776 | val_loss: 0.0311992 | Time: 5731.87 ms
[2021-01-20 05:02:53 main:574] : INFO : Epoch 1894 | loss: 0.0311859 | val_loss: 0.0312013 | Time: 5698.12 ms
[2021-01-20 05:02:59 main:574] : INFO : Epoch 1895 | loss: 0.0311824 | val_loss: 0.0311927 | Time: 5730.25 ms
[2021-01-20 05:03:05 main:574] : INFO : Epoch 1896 | loss: 0.0311783 | val_loss: 0.0311977 | Time: 5753.16 ms
[2021-01-20 05:03:11 main:574] : INFO : Epoch 1897 | loss: 0.0311794 | val_loss: 0.031193 | Time: 5682.21 ms
[2021-01-20 05:03:16 main:574] : INFO : Epoch 1898 | loss: 0.0311755 | val_loss: 0.0312012 | Time: 5658.62 ms
[2021-01-20 05:03:22 main:574] : INFO : Epoch 1899 | loss: 0.0311714 | val_loss: 0.0311995 | Time: 5712.02 ms
[2021-01-20 05:03:28 main:574] : INFO : Epoch 1900 | loss: 0.0311701 | val_loss: 0.0311964 | Time: 5764.81 ms
[2021-01-20 05:03:34 main:574] : INFO : Epoch 1901 | loss: 0.0311714 | val_loss: 0.0312036 | Time: 5653.38 ms
[2021-01-20 05:03:39 main:574] : INFO : Epoch 1902 | loss: 0.0311709 | val_loss: 0.0311962 | Time: 5691.7 ms
[2021-01-20 05:03:45 main:574] : INFO : Epoch 1903 | loss: 0.0311671 | val_loss: 0.0312058 | Time: 5727.8 ms
[2021-01-20 05:03:51 main:574] : INFO : Epoch 1904 | loss: 0.0311681 | val_loss: 0.0311971 | Time: 5688.38 ms
[2021-01-20 05:03:57 main:574] : INFO : Epoch 1905 | loss: 0.0311695 | val_loss: 0.0311942 | Time: 5654.27 ms
[2021-01-20 05:04:02 main:574] : INFO : Epoch 1906 | loss: 0.0311733 | val_loss: 0.0311963 | Time: 5691.84 ms
[2021-01-20 05:04:08 main:574] : INFO : Epoch 1907 | loss: 0.0311701 | val_loss: 0.0311997 | Time: 5653.51 ms
[2021-01-20 05:04:14 main:574] : INFO : Epoch 1908 | loss: 0.0311698 | val_loss: 0.0312015 | Time: 5667.15 ms
[2021-01-20 05:04:20 main:574] : INFO : Epoch 1909 | loss: 0.0311659 | val_loss: 0.0312024 | Time: 5745.74 ms
[2021-01-20 05:04:25 main:574] : INFO : Epoch 1910 | loss: 0.0311639 | val_loss: 0.031202 | Time: 5709.6 ms
[2021-01-20 05:04:31 main:574] : INFO : Epoch 1911 | loss: 0.0311626 | val_loss: 0.0311991 | Time: 5696.43 ms
[2021-01-20 05:04:37 main:574] : INFO : Epoch 1912 | loss: 0.0311598 | val_loss: 0.0311997 | Time: 5669.58 ms
[2021-01-20 05:04:43 main:574] : INFO : Epoch 1913 | loss: 0.0311615 | val_loss: 0.0311991 | Time: 5674.33 ms
[2021-01-20 05:04:48 main:574] : INFO : Epoch 1914 | loss: 0.0311662 | val_loss: 0.0311958 | Time: 5663.9 ms
[2021-01-20 05:04:54 main:574] : INFO : Epoch 1915 | loss: 0.0311646 | val_loss: 0.0312028 | Time: 5684.32 ms
[2021-01-20 05:05:00 main:574] : INFO : Epoch 1916 | loss: 0.031167 | val_loss: 0.0311966 | Time: 5669.38 ms
[2021-01-20 05:05:06 main:574] : INFO : Epoch 1917 | loss: 0.0311637 | val_loss: 0.0312021 | Time: 5664.36 ms
[2021-01-20 05:05:11 main:574] : INFO : Epoch 1918 | loss: 0.0311649 | val_loss: 0.0312029 | Time: 5684.34 ms
[2021-01-20 05:05:17 main:574] : INFO : Epoch 1919 | loss: 0.0311647 | val_loss: 0.0311962 | Time: 5655.06 ms
[2021-01-20 05:05:23 main:574] : INFO : Epoch 1920 | loss: 0.03117 | val_loss: 0.0311947 | Time: 5712.68 ms
[2021-01-20 05:05:29 main:574] : INFO : Epoch 1921 | loss: 0.0311689 | val_loss: 0.0311927 | Time: 5781.4 ms
[2021-01-20 05:05:35 main:574] : INFO : Epoch 1922 | loss: 0.0311707 | val_loss: 0.0311912 | Time: 5701.73 ms
[2021-01-20 05:05:40 main:574] : INFO : Epoch 1923 | loss: 0.031165 | val_loss: 0.0311909 | Time: 5721.21 ms
[2021-01-20 05:05:46 main:574] : INFO : Epoch 1924 | loss: 0.0311647 | val_loss: 0.0311941 | Time: 5684.72 ms
[2021-01-20 05:05:52 main:574] : INFO : Epoch 1925 | loss: 0.0311624 | val_loss: 0.0312015 | Time: 5715.42 ms
[2021-01-20 05:05:58 main:574] : INFO : Epoch 1926 | loss: 0.0311636 | val_loss: 0.0312014 | Time: 5677.13 ms
[2021-01-20 05:06:04 main:574] : INFO : Epoch 1927 | loss: 0.0311766 | val_loss: 0.0312062 | Time: 5716.13 ms
[2021-01-20 05:06:09 main:574] : INFO : Epoch 1928 | loss: 0.0311778 | val_loss: 0.0311954 | Time: 5684.46 ms
[2021-01-20 05:06:15 main:574] : INFO : Epoch 1929 | loss: 0.0311736 | val_loss: 0.0311956 | Time: 5732.16 ms
[2021-01-20 05:06:21 main:574] : INFO : Epoch 1930 | loss: 0.0311701 | val_loss: 0.0311962 | Time: 5721.52 ms
[2021-01-20 05:06:27 main:574] : INFO : Epoch 1931 | loss: 0.0311697 | val_loss: 0.0311934 | Time: 5665.79 ms
[2021-01-20 05:06:32 main:574] : INFO : Epoch 1932 | loss: 0.031172 | val_loss: 0.0311964 | Time: 5654.89 ms
[2021-01-20 05:06:38 main:574] : INFO : Epoch 1933 | loss: 0.0311703 | val_loss: 0.0311913 | Time: 5710.87 ms
[2021-01-20 05:06:44 main:574] : INFO : Epoch 1934 | loss: 0.0311713 | val_loss: 0.0311936 | Time: 5750.51 ms
[2021-01-20 05:06:50 main:574] : INFO : Epoch 1935 | loss: 0.031179 | val_loss: 0.0311943 | Time: 5689.45 ms
[2021-01-20 05:06:55 main:574] : INFO : Epoch 1936 | loss: 0.0311735 | val_loss: 0.0311901 | Time: 5660.27 ms
[2021-01-20 05:07:01 main:574] : INFO : Epoch 1937 | loss: 0.0311718 | val_loss: 0.0311927 | Time: 5658.5 ms
[2021-01-20 05:07:07 main:574] : INFO : Epoch 1938 | loss: 0.0311709 | val_loss: 0.031196 | Time: 5707.82 ms
[2021-01-20 05:07:13 main:574] : INFO : Epoch 1939 | loss: 0.0311689 | val_loss: 0.0311961 | Time: 5654.88 ms
[2021-01-20 05:07:18 main:574] : INFO : Epoch 1940 | loss: 0.0311652 | val_loss: 0.0311957 | Time: 5677.53 ms
[2021-01-20 05:07:24 main:574] : INFO : Epoch 1941 | loss: 0.0311645 | val_loss: 0.0311943 | Time: 5720.44 ms
[2021-01-20 05:07:30 main:574] : INFO : Epoch 1942 | loss: 0.0311678 | val_loss: 0.0311929 | Time: 5739.26 ms
[2021-01-20 05:07:36 main:574] : INFO : Epoch 1943 | loss: 0.031165 | val_loss: 0.0312022 | Time: 5714.27 ms
[2021-01-20 05:07:42 main:574] : INFO : Epoch 1944 | loss: 0.0311687 | val_loss: 0.0311965 | Time: 5685.12 ms
[2021-01-20 05:07:47 main:574] : INFO : Epoch 1945 | loss: 0.0311652 | val_loss: 0.031192 | Time: 5780.52 ms
[2021-01-20 05:07:53 main:574] : INFO : Epoch 1946 | loss: 0.0311654 | val_loss: 0.0311957 | Time: 5653.71 ms
[2021-01-20 05:07:59 main:574] : INFO : Epoch 1947 | loss: 0.0311682 | val_loss: 0.0311929 | Time: 5748.13 ms
[2021-01-20 05:08:05 main:574] : INFO : Epoch 1948 | loss: 0.0311644 | val_loss: 0.0311957 | Time: 5662.08 ms
[2021-01-20 05:08:10 main:574] : INFO : Epoch 1949 | loss: 0.0311694 | val_loss: 0.0311956 | Time: 5729.22 ms
[2021-01-20 05:08:16 main:574] : INFO : Epoch 1950 | loss: 0.0311696 | val_loss: 0.0311942 | Time: 5668.99 ms
[2021-01-20 05:08:22 main:574] : INFO : Epoch 1951 | loss: 0.0311668 | val_loss: 0.0311958 | Time: 5664.29 ms
[2021-01-20 05:08:28 main:574] : INFO : Epoch 1952 | loss: 0.0311678 | val_loss: 0.0311921 | Time: 5751.24 ms
[2021-01-20 05:08:33 main:574] : INFO : Epoch 1953 | loss: 0.0311641 | val_loss: 0.0311933 | Time: 5707.22 ms
[2021-01-20 05:08:39 main:574] : INFO : Epoch 1954 | loss: 0.031165 | val_loss: 0.0311909 | Time: 5701.45 ms
[2021-01-20 05:08:45 main:574] : INFO : Epoch 1955 | loss: 0.0311648 | val_loss: 0.0311923 | Time: 5690.76 ms
[2021-01-20 05:08:51 main:574] : INFO : Epoch 1956 | loss: 0.031163 | val_loss: 0.0311928 | Time: 5716.34 ms
[2021-01-20 05:08:57 main:574] : INFO : Epoch 1957 | loss: 0.0311613 | val_loss: 0.0311975 | Time: 5718.43 ms
[2021-01-20 05:09:02 main:574] : INFO : Epoch 1958 | loss: 0.0311653 | val_loss: 0.0311997 | Time: 5742.7 ms
[2021-01-20 05:09:08 main:574] : INFO : Epoch 1959 | loss: 0.0311644 | val_loss: 0.0311936 | Time: 5681.95 ms
[2021-01-20 05:09:14 main:574] : INFO : Epoch 1960 | loss: 0.0311634 | val_loss: 0.0311955 | Time: 5720.56 ms
[2021-01-20 05:09:20 main:574] : INFO : Epoch 1961 | loss: 0.0311598 | val_loss: 0.0311953 | Time: 5689.93 ms
[2021-01-20 05:09:26 main:574] : INFO : Epoch 1962 | loss: 0.0311585 | val_loss: 0.0311935 | Time: 5690.72 ms
[2021-01-20 05:09:31 main:574] : INFO : Epoch 1963 | loss: 0.0311579 | val_loss: 0.0311959 | Time: 5657.27 ms
[2021-01-20 05:09:37 main:574] : INFO : Epoch 1964 | loss: 0.0311593 | val_loss: 0.0311913 | Time: 5790.22 ms
[2021-01-20 05:09:43 main:574] : INFO : Epoch 1965 | loss: 0.0311668 | val_loss: 0.0311962 | Time: 5697.48 ms
[2021-01-20 05:09:49 main:574] : INFO : Epoch 1966 | loss: 0.0311598 | val_loss: 0.0311929 | Time: 5724.85 ms
[2021-01-20 05:09:54 main:574] : INFO : Epoch 1967 | loss: 0.0311535 | val_loss: 0.0311961 | Time: 5655.07 ms
[2021-01-20 05:10:00 main:574] : INFO : Epoch 1968 | loss: 0.0311569 | val_loss: 0.0311923 | Time: 5710.53 ms
[2021-01-20 05:10:06 main:574] : INFO : Epoch 1969 | loss: 0.031155 | val_loss: 0.0311967 | Time: 5657.9 ms
[2021-01-20 05:10:12 main:574] : INFO : Epoch 1970 | loss: 0.0311522 | val_loss: 0.0311981 | Time: 5663.14 ms
[2021-01-20 05:10:17 main:574] : INFO : Epoch 1971 | loss: 0.0311539 | val_loss: 0.0311943 | Time: 5654.38 ms
[2021-01-20 05:10:23 main:574] : INFO : Epoch 1972 | loss: 0.0311578 | val_loss: 0.0312045 | Time: 5723.26 ms
[2021-01-20 05:10:29 main:574] : INFO : Epoch 1973 | loss: 0.0311598 | val_loss: 0.0311972 | Time: 5654.71 ms
[2021-01-20 05:10:35 main:574] : INFO : Epoch 1974 | loss: 0.0311563 | val_loss: 0.0311992 | Time: 5696.87 ms
[2021-01-20 05:10:41 main:574] : INFO : Epoch 1975 | loss: 0.0311569 | val_loss: 0.0311941 | Time: 5728.73 ms
[2021-01-20 05:10:46 main:574] : INFO : Epoch 1976 | loss: 0.0311565 | val_loss: 0.0311969 | Time: 5680.3 ms
[2021-01-20 05:10:52 main:574] : INFO : Epoch 1977 | loss: 0.0311578 | val_loss: 0.0311948 | Time: 5651.52 ms
[2021-01-20 05:10:58 main:574] : INFO : Epoch 1978 | loss: 0.0311582 | val_loss: 0.0311995 | Time: 5692.57 ms
[2021-01-20 05:11:04 main:574] : INFO : Epoch 1979 | loss: 0.031156 | val_loss: 0.0311983 | Time: 5723.85 ms
[2021-01-20 05:11:09 main:574] : INFO : Epoch 1980 | loss: 0.0311555 | val_loss: 0.0311948 | Time: 5767.24 ms
[2021-01-20 05:11:15 main:574] : INFO : Epoch 1981 | loss: 0.0311518 | val_loss: 0.0311948 | Time: 5685.49 ms
[2021-01-20 05:11:21 main:574] : INFO : Epoch 1982 | loss: 0.031152 | val_loss: 0.031194 | Time: 5672.42 ms
[2021-01-20 05:11:27 main:574] : INFO : Epoch 1983 | loss: 0.03115 | val_loss: 0.0312016 | Time: 5752.57 ms
[2021-01-20 05:11:32 main:574] : INFO : Epoch 1984 | loss: 0.0311609 | val_loss: 0.0311922 | Time: 5689.27 ms
[2021-01-20 05:11:38 main:574] : INFO : Epoch 1985 | loss: 0.0311576 | val_loss: 0.0311922 | Time: 5756.67 ms
[2021-01-20 05:11:44 main:574] : INFO : Epoch 1986 | loss: 0.0311502 | val_loss: 0.031194 | Time: 5726.99 ms
[2021-01-20 05:11:50 main:574] : INFO : Epoch 1987 | loss: 0.0311503 | val_loss: 0.0312009 | Time: 5711.28 ms
[2021-01-20 05:11:56 main:574] : INFO : Epoch 1988 | loss: 0.0311534 | val_loss: 0.031198 | Time: 5695.97 ms
[2021-01-20 05:12:01 main:574] : INFO : Epoch 1989 | loss: 0.0311574 | val_loss: 0.0311958 | Time: 5776.46 ms
[2021-01-20 05:12:07 main:574] : INFO : Epoch 1990 | loss: 0.0311648 | val_loss: 0.0311894 | Time: 5693.23 ms
[2021-01-20 05:12:13 main:574] : INFO : Epoch 1991 | loss: 0.0311622 | val_loss: 0.0311933 | Time: 5781.58 ms
[2021-01-20 05:12:19 main:574] : INFO : Epoch 1992 | loss: 0.0311588 | val_loss: 0.0311952 | Time: 5697.43 ms
[2021-01-20 05:12:25 main:574] : INFO : Epoch 1993 | loss: 0.0311561 | val_loss: 0.0311952 | Time: 5650.57 ms
[2021-01-20 05:12:30 main:574] : INFO : Epoch 1994 | loss: 0.0311544 | val_loss: 0.0311942 | Time: 5777.4 ms
[2021-01-20 05:12:36 main:574] : INFO : Epoch 1995 | loss: 0.0311519 | val_loss: 0.0311983 | Time: 5652.37 ms
[2021-01-20 05:12:42 main:574] : INFO : Epoch 1996 | loss: 0.031156 | val_loss: 0.0312048 | Time: 5711.01 ms
[2021-01-20 05:12:48 main:574] : INFO : Epoch 1997 | loss: 0.0311609 | val_loss: 0.0311896 | Time: 5724.39 ms
[2021-01-20 05:12:53 main:574] : INFO : Epoch 1998 | loss: 0.0311587 | val_loss: 0.0311919 | Time: 5715.53 ms
[2021-01-20 05:12:59 main:574] : INFO : Epoch 1999 | loss: 0.0311538 | val_loss: 0.0311913 | Time: 5700.63 ms
[2021-01-20 05:13:05 main:574] : INFO : Epoch 2000 | loss: 0.0311534 | val_loss: 0.0311864 | Time: 5655.88 ms
[2021-01-20 05:13:11 main:574] : INFO : Epoch 2001 | loss: 0.0311533 | val_loss: 0.0311926 | Time: 5701.31 ms
[2021-01-20 05:13:16 main:574] : INFO : Epoch 2002 | loss: 0.0311503 | val_loss: 0.0311953 | Time: 5719.86 ms
[2021-01-20 05:13:22 main:574] : INFO : Epoch 2003 | loss: 0.03115 | val_loss: 0.0311943 | Time: 5789.68 ms
[2021-01-20 05:13:28 main:574] : INFO : Epoch 2004 | loss: 0.0311537 | val_loss: 0.031192 | Time: 5683.31 ms
[2021-01-20 05:13:34 main:574] : INFO : Epoch 2005 | loss: 0.0311546 | val_loss: 0.0311921 | Time: 5715.18 ms
[2021-01-20 05:13:40 main:574] : INFO : Epoch 2006 | loss: 0.0311525 | val_loss: 0.0311941 | Time: 5673 ms
[2021-01-20 05:13:45 main:574] : INFO : Epoch 2007 | loss: 0.0311563 | val_loss: 0.0311903 | Time: 5662.09 ms
[2021-01-20 05:13:51 main:574] : INFO : Epoch 2008 | loss: 0.0311648 | val_loss: 0.0311863 | Time: 5689.14 ms
[2021-01-20 05:13:57 main:574] : INFO : Epoch 2009 | loss: 0.0311628 | val_loss: 0.0311918 | Time: 5652.27 ms
[2021-01-20 05:14:02 main:574] : INFO : Epoch 2010 | loss: 0.0311577 | val_loss: 0.0311873 | Time: 5695.82 ms
[2021-01-20 05:14:08 main:574] : INFO : Epoch 2011 | loss: 0.0311558 | val_loss: 0.0311901 | Time: 5646.62 ms
[2021-01-20 05:14:14 main:574] : INFO : Epoch 2012 | loss: 0.0311523 | val_loss: 0.0311912 | Time: 5668.78 ms
[2021-01-20 05:14:20 main:574] : INFO : Epoch 2013 | loss: 0.031156 | val_loss: 0.0311928 | Time: 5709.68 ms
[2021-01-20 05:14:25 main:574] : INFO : Epoch 2014 | loss: 0.0311577 | val_loss: 0.0311933 | Time: 5698.76 ms
[2021-01-20 05:14:31 main:574] : INFO : Epoch 2015 | loss: 0.0311553 | val_loss: 0.0311881 | Time: 5747.32 ms
[2021-01-20 05:14:37 main:574] : INFO : Epoch 2016 | loss: 0.0311533 | val_loss: 0.0311951 | Time: 5650.27 ms
[2021-01-20 05:14:43 main:574] : INFO : Epoch 2017 | loss: 0.0311527 | val_loss: 0.0311945 | Time: 5657.69 ms
[2021-01-20 05:14:48 main:574] : INFO : Epoch 2018 | loss: 0.0311565 | val_loss: 0.0311939 | Time: 5715.01 ms
[2021-01-20 05:14:54 main:574] : INFO : Epoch 2019 | loss: 0.0311604 | val_loss: 0.031191 | Time: 5658.19 ms
[2021-01-20 05:15:00 main:574] : INFO : Epoch 2020 | loss: 0.0311524 | val_loss: 0.0311952 | Time: 5712.74 ms
[2021-01-20 05:15:05 main:574] : INFO : Epoch 2021 | loss: 0.0311514 | val_loss: 0.0311942 | Time: 5676.92 ms
[2021-01-20 05:15:11 main:574] : INFO : Epoch 2022 | loss: 0.0311486 | val_loss: 0.0311982 | Time: 5658.31 ms
[2021-01-20 05:15:17 main:574] : INFO : Epoch 2023 | loss: 0.0311509 | val_loss: 0.0311934 | Time: 5734.6 ms
[2021-01-20 05:15:23 main:574] : INFO : Epoch 2024 | loss: 0.0311471 | val_loss: 0.0311996 | Time: 5699.33 ms
[2021-01-20 05:15:29 main:574] : INFO : Epoch 2025 | loss: 0.0311448 | val_loss: 0.0311972 | Time: 5697.04 ms
[2021-01-20 05:15:34 main:574] : INFO : Epoch 2026 | loss: 0.0311449 | val_loss: 0.0311962 | Time: 5689.94 ms
[2021-01-20 05:15:40 main:574] : INFO : Epoch 2027 | loss: 0.0311464 | val_loss: 0.0311943 | Time: 5679.14 ms
[2021-01-20 05:15:46 main:574] : INFO : Epoch 2028 | loss: 0.0311496 | val_loss: 0.0312024 | Time: 5697.81 ms
[2021-01-20 05:15:52 main:574] : INFO : Epoch 2029 | loss: 0.0311495 | val_loss: 0.0311897 | Time: 5684.27 ms
[2021-01-20 05:15:57 main:574] : INFO : Epoch 2030 | loss: 0.0311471 | val_loss: 0.0311988 | Time: 5676.13 ms
[2021-01-20 05:16:03 main:574] : INFO : Epoch 2031 | loss: 0.031144 | val_loss: 0.0311945 | Time: 5657.31 ms
[2021-01-20 05:16:09 main:574] : INFO : Epoch 2032 | loss: 0.0311432 | val_loss: 0.0311992 | Time: 5710.66 ms
[2021-01-20 05:16:14 main:574] : INFO : Epoch 2033 | loss: 0.0311453 | val_loss: 0.0311955 | Time: 5686.29 ms
[2021-01-20 05:16:20 main:574] : INFO : Epoch 2034 | loss: 0.0311436 | val_loss: 0.0311962 | Time: 5736.56 ms
[2021-01-20 05:16:26 main:574] : INFO : Epoch 2035 | loss: 0.0311476 | val_loss: 0.0311943 | Time: 5709.64 ms
[2021-01-20 05:16:32 main:574] : INFO : Epoch 2036 | loss: 0.031144 | val_loss: 0.0311931 | Time: 5724.89 ms
[2021-01-20 05:16:38 main:574] : INFO : Epoch 2037 | loss: 0.0311483 | val_loss: 0.0311911 | Time: 5660.47 ms
[2021-01-20 05:16:43 main:574] : INFO : Epoch 2038 | loss: 0.031147 | val_loss: 0.0311927 | Time: 5762.05 ms
[2021-01-20 05:16:49 main:574] : INFO : Epoch 2039 | loss: 0.0311472 | val_loss: 0.0311988 | Time: 5683.34 ms
[2021-01-20 05:16:55 main:574] : INFO : Epoch 2040 | loss: 0.0311469 | val_loss: 0.0312059 | Time: 5693.38 ms
[2021-01-20 05:17:01 main:574] : INFO : Epoch 2041 | loss: 0.0311436 | val_loss: 0.0311992 | Time: 5709.07 ms
[2021-01-20 05:17:06 main:574] : INFO : Epoch 2042 | loss: 0.0311421 | val_loss: 0.0311916 | Time: 5661.82 ms
[2021-01-20 05:17:12 main:574] : INFO : Epoch 2043 | loss: 0.0311511 | val_loss: 0.031193 | Time: 5653.45 ms
[2021-01-20 05:17:18 main:574] : INFO : Epoch 2044 | loss: 0.031151 | val_loss: 0.0311916 | Time: 5666.17 ms
[2021-01-20 05:17:23 main:574] : INFO : Epoch 2045 | loss: 0.0311464 | val_loss: 0.0312027 | Time: 5687.95 ms
[2021-01-20 05:17:29 main:574] : INFO : Epoch 2046 | loss: 0.0311531 | val_loss: 0.0311911 | Time: 5765.22 ms
[2021-01-20 05:17:35 main:574] : INFO : Epoch 2047 | loss: 0.0311446 | val_loss: 0.031198 | Time: 5664.62 ms
[2021-01-20 05:17:41 main:574] : INFO : Epoch 2048 | loss: 0.0311425 | val_loss: 0.0311994 | Time: 5725.26 ms
[2021-01-20 05:17:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311994
[2021-01-20 05:17:41 main:603] : INFO : Saving end state to config to file
[2021-01-20 05:17:41 main:608] : INFO : Success, exiting..
05:17:41 (10832): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)