Task 3736422
| Name | ParityModified-1611091134-25269-0_0 |
| Workunit | 1918891 |
| Created | 19 Jan 2021, 21:18:59 UTC |
| Sent | 20 Jan 2021, 16:27:26 UTC |
| Report deadline | 28 Jan 2021, 16:27:26 UTC |
| Received | 20 Jan 2021, 20:54:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2152 |
| Run time | 3 hours 17 min 53 sec |
| CPU time | 2 hours 55 min 9 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> 20 11:05:29 main:574] : INFO : Epoch 1542 | loss: 0.0310033 | val_loss: 0.0313076 | Time: 5742.43 ms [2021-01-20 11:05:35 main:574] : INFO : Epoch 1543 | loss: 0.0309985 | val_loss: 0.0312952 | Time: 5659.26 ms [2021-01-20 11:05:41 main:574] : INFO : Epoch 1544 | loss: 0.0310037 | val_loss: 0.0312591 | Time: 5740.24 ms [2021-01-20 11:05:46 main:574] : INFO : Epoch 1545 | loss: 0.031011 | val_loss: 0.0312891 | Time: 5712.7 ms [2021-01-20 11:05:52 main:574] : INFO : Epoch 1546 | loss: 0.0310084 | val_loss: 0.0312785 | Time: 5696.75 ms [2021-01-20 11:05:58 main:574] : INFO : Epoch 1547 | loss: 0.0310044 | val_loss: 0.0313182 | Time: 5748.42 ms [2021-01-20 11:06:04 main:574] : INFO : Epoch 1548 | loss: 0.0309988 | val_loss: 0.0312794 | Time: 5733.88 ms [2021-01-20 11:06:10 main:574] : INFO : Epoch 1549 | loss: 0.0309979 | val_loss: 0.0313057 | Time: 5785.72 ms [2021-01-20 11:06:15 main:574] : INFO : Epoch 1550 | loss: 0.0310033 | val_loss: 0.0312928 | Time: 5738.13 ms [2021-01-20 11:06:21 main:574] : INFO : Epoch 1551 | loss: 0.0310109 | val_loss: 0.0313118 | Time: 5750.91 ms [2021-01-20 11:06:27 main:574] : INFO : Epoch 1552 | loss: 0.0310089 | val_loss: 0.0312521 | Time: 5724.2 ms [2021-01-20 11:06:33 main:574] : INFO : Epoch 1553 | loss: 0.0310238 | val_loss: 0.0312612 | Time: 5715.46 ms [2021-01-20 11:06:39 main:574] : INFO : Epoch 1554 | loss: 0.0310186 | val_loss: 0.0312487 | Time: 5734.72 ms [2021-01-20 11:06:44 main:574] : INFO : Epoch 1555 | loss: 0.0310194 | val_loss: 0.031287 | Time: 5751.93 ms [2021-01-20 11:06:50 main:574] : INFO : Epoch 1556 | loss: 0.031008 | val_loss: 0.0312788 | Time: 5658.63 ms [2021-01-20 11:06:56 main:574] : INFO : Epoch 1557 | loss: 0.0310072 | val_loss: 0.0312824 | Time: 5664.29 ms [2021-01-20 11:07:02 main:574] : INFO : Epoch 1558 | loss: 0.0310138 | val_loss: 0.0312621 | Time: 5714.46 ms [2021-01-20 11:07:08 main:574] : INFO : Epoch 1559 | loss: 0.0310008 | val_loss: 0.031301 | Time: 5753.81 ms [2021-01-20 11:07:13 main:574] : INFO : Epoch 1560 | loss: 0.0309995 | val_loss: 0.0312894 | Time: 5713.09 ms [2021-01-20 11:07:19 main:574] : INFO : Epoch 1561 | loss: 0.0310018 | val_loss: 0.0312996 | Time: 5656.73 ms [2021-01-20 11:07:25 main:574] : INFO : Epoch 1562 | loss: 0.0310038 | val_loss: 0.0313012 | Time: 5718.31 ms [2021-01-20 11:07:31 main:574] : INFO : Epoch 1563 | loss: 0.0310049 | val_loss: 0.0312991 | Time: 5689.44 ms [2021-01-20 11:07:36 main:574] : INFO : Epoch 1564 | loss: 0.0310034 | val_loss: 0.0312895 | Time: 5675.2 ms [2021-01-20 11:07:42 main:574] : INFO : Epoch 1565 | loss: 0.0309958 | val_loss: 0.031313 | Time: 5661.67 ms [2021-01-20 11:07:48 main:574] : INFO : Epoch 1566 | loss: 0.0310058 | val_loss: 0.0313103 | Time: 5694.4 ms [2021-01-20 11:07:54 main:574] : INFO : Epoch 1567 | loss: 0.0310037 | val_loss: 0.031311 | Time: 5755.23 ms [2021-01-20 11:07:59 main:574] : INFO : Epoch 1568 | loss: 0.0309997 | val_loss: 0.0313376 | Time: 5701.89 ms [2021-01-20 11:08:05 main:574] : INFO : Epoch 1569 | loss: 0.0310011 | val_loss: 0.0313278 | Time: 5709.94 ms [2021-01-20 11:08:11 main:574] : INFO : Epoch 1570 | loss: 0.0310067 | val_loss: 0.031308 | Time: 5731.28 ms [2021-01-20 11:08:17 main:574] : INFO : Epoch 1571 | loss: 0.0310043 | val_loss: 0.0313245 | Time: 5835.74 ms [2021-01-20 11:08:23 main:574] : INFO : Epoch 1572 | loss: 0.0310048 | val_loss: 0.0312822 | Time: 5669.3 ms [2021-01-20 11:08:29 main:574] : INFO : Epoch 1573 | loss: 0.0309981 | val_loss: 0.0313015 | Time: 5720.47 ms [2021-01-20 11:08:34 main:574] : INFO : Epoch 1574 | loss: 0.0309975 | val_loss: 0.0312614 | Time: 5702.7 ms [2021-01-20 11:08:40 main:574] : INFO : Epoch 1575 | loss: 0.0310065 | val_loss: 0.0312968 | Time: 5731.28 ms [2021-01-20 11:08:46 main:574] : INFO : Epoch 1576 | loss: 0.0310141 | val_loss: 0.0312732 | Time: 5678.29 ms [2021-01-20 11:08:52 main:574] : INFO : Epoch 1577 | loss: 0.0310083 | val_loss: 0.0312772 | Time: 5662.63 ms [2021-01-20 11:08:57 main:574] : INFO : Epoch 1578 | loss: 0.0310117 | val_loss: 0.0313222 | Time: 5656.68 ms [2021-01-20 11:09:03 main:574] : INFO : Epoch 1579 | loss: 0.030998 | val_loss: 0.0313472 | Time: 5745.47 ms [2021-01-20 11:09:09 main:574] : INFO : Epoch 1580 | loss: 0.0310004 | val_loss: 0.0312926 | Time: 5665.59 ms [2021-01-20 11:09:15 main:574] : INFO : Epoch 1581 | loss: 0.030997 | val_loss: 0.0313259 | Time: 5728.72 ms [2021-01-20 11:09:20 main:574] : INFO : Epoch 1582 | loss: 0.0310001 | val_loss: 0.0312994 | Time: 5665.06 ms [2021-01-20 11:09:26 main:574] : INFO : Epoch 1583 | loss: 0.0310064 | val_loss: 0.0313051 | Time: 5730.7 ms [2021-01-20 11:09:32 main:574] : INFO : Epoch 1584 | loss: 0.0310058 | val_loss: 0.0313038 | Time: 5744.47 ms [2021-01-20 11:09:38 main:574] : INFO : Epoch 1585 | loss: 0.0310036 | val_loss: 0.0313075 | Time: 5673.8 ms [2021-01-20 11:09:44 main:574] : INFO : Epoch 1586 | loss: 0.0310013 | val_loss: 0.0313157 | Time: 5660.47 ms [2021-01-20 11:09:49 main:574] : INFO : Epoch 1587 | loss: 0.0309984 | val_loss: 0.0313187 | Time: 5657.9 ms [2021-01-20 11:09:55 main:574] : INFO : Epoch 1588 | loss: 0.0309971 | val_loss: 0.0313122 | Time: 5678.52 ms [2021-01-20 11:10:01 main:574] : INFO : Epoch 1589 | loss: 0.0310042 | val_loss: 0.0313318 | Time: 5711.63 ms [2021-01-20 11:10:07 main:574] : INFO : Epoch 1590 | loss: 0.0310042 | val_loss: 0.0312921 | Time: 5766.8 ms [2021-01-20 11:10:13 main:574] : INFO : Epoch 1591 | loss: 0.0310018 | val_loss: 0.0312948 | Time: 5691.37 ms [2021-01-20 11:10:19 main:574] : INFO : Epoch 1592 | loss: 0.0310031 | val_loss: 0.0312726 | Time: 5730.04 ms [2021-01-20 11:10:24 main:574] : INFO : Epoch 1593 | loss: 0.0310071 | val_loss: 0.0313042 | Time: 5769.15 ms [2021-01-20 11:10:30 main:574] : INFO : Epoch 1594 | loss: 0.0310053 | val_loss: 0.0313108 | Time: 5662.24 ms [2021-01-20 11:10:36 main:574] : INFO : Epoch 1595 | loss: 0.0310023 | val_loss: 0.0312853 | Time: 5691.85 ms [2021-01-20 11:10:42 main:574] : INFO : Epoch 1596 | loss: 0.0310152 | val_loss: 0.0313076 | Time: 5701.66 ms [2021-01-20 11:10:47 main:574] : INFO : Epoch 1597 | loss: 0.0310116 | val_loss: 0.0313237 | Time: 5690.31 ms [2021-01-20 11:10:53 main:574] : INFO : Epoch 1598 | loss: 0.0309972 | val_loss: 0.0313314 | Time: 5670.7 ms [2021-01-20 11:10:59 main:574] : INFO : Epoch 1599 | loss: 0.0309986 | val_loss: 0.0313006 | Time: 5733.86 ms [2021-01-20 11:11:05 main:574] : INFO : Epoch 1600 | loss: 0.0310681 | val_loss: 0.0312237 | Time: 5681.02 ms [2021-01-20 11:11:11 main:574] : INFO : Epoch 1601 | loss: 0.0311883 | val_loss: 0.0312167 | Time: 5740.27 ms [2021-01-20 11:11:16 main:574] : INFO : Epoch 1602 | loss: 0.0311742 | val_loss: 0.0312175 | Time: 5673.25 ms [2021-01-20 11:11:22 main:574] : INFO : Epoch 1603 | loss: 0.0311406 | val_loss: 0.0312206 | Time: 5655 ms [2021-01-20 11:11:28 main:574] : INFO : Epoch 1604 | loss: 0.0311158 | val_loss: 0.0312178 | Time: 5712.85 ms [2021-01-20 11:11:34 main:574] : INFO : Epoch 1605 | loss: 0.0310971 | val_loss: 0.0312387 | Time: 5743.35 ms [2021-01-20 11:11:39 main:574] : INFO : Epoch 1606 | loss: 0.0310777 | val_loss: 0.0312442 | Time: 5769.46 ms [2021-01-20 11:11:45 main:574] : INFO : Epoch 1607 | loss: 0.0310591 | val_loss: 0.0312538 | Time: 5732.1 ms [2021-01-20 11:11:51 main:574] : INFO : Epoch 1608 | loss: 0.0310419 | val_loss: 0.0312886 | Time: 5744.02 ms [2021-01-20 11:11:57 main:574] : INFO : Epoch 1609 | loss: 0.0310282 | val_loss: 0.0312827 | Time: 5724.22 ms [2021-01-20 11:12:03 main:574] : INFO : Epoch 1610 | loss: 0.0310173 | val_loss: 0.03126 | Time: 5717.95 ms [2021-01-20 11:12:09 main:574] : INFO : Epoch 1611 | loss: 0.0310106 | val_loss: 0.0312719 | Time: 5787.22 ms [2021-01-20 11:12:14 main:574] : INFO : Epoch 1612 | loss: 0.0310199 | val_loss: 0.0312546 | Time: 5711.99 ms [2021-01-20 11:12:20 main:574] : INFO : Epoch 1613 | loss: 0.0310177 | val_loss: 0.0313454 | Time: 5682.18 ms [2021-01-20 11:12:26 main:574] : INFO : Epoch 1614 | loss: 0.0310273 | val_loss: 0.0314827 | Time: 5781.96 ms [2021-01-20 11:12:32 main:574] : INFO : Epoch 1615 | loss: 0.0326505 | val_loss: 0.0330816 | Time: 5731.82 ms [2021-01-20 11:12:37 main:574] : INFO : Epoch 1616 | loss: 0.0341044 | val_loss: 0.0317203 | Time: 5715.96 ms [2021-01-20 11:12:43 main:574] : INFO : Epoch 1617 | loss: 0.0315105 | val_loss: 0.0313635 | Time: 5716.29 ms [2021-01-20 11:12:49 main:574] : INFO : Epoch 1618 | loss: 0.0312936 | val_loss: 0.0312719 | Time: 5712.73 ms [2021-01-20 11:12:55 main:574] : INFO : Epoch 1619 | loss: 0.0312591 | val_loss: 0.0312544 | Time: 5727.18 ms [2021-01-20 11:13:01 main:574] : INFO : Epoch 1620 | loss: 0.0312529 | val_loss: 0.0312511 | Time: 5668.92 ms [2021-01-20 11:13:06 main:574] : INFO : Epoch 1621 | loss: 0.031251 | val_loss: 0.031251 | Time: 5696.21 ms [2021-01-20 11:13:12 main:574] : INFO : Epoch 1622 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 5749.69 ms [2021-01-20 11:13:18 main:574] : INFO : Epoch 1623 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 5753.88 ms [2021-01-20 11:13:24 main:574] : INFO : Epoch 1624 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 5728.56 ms [2021-01-20 11:13:30 main:574] : INFO : Epoch 1625 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 5758.21 ms [2021-01-20 11:13:36 main:574] : INFO : Epoch 1626 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 5730.64 ms [2021-01-20 11:13:41 main:574] : INFO : Epoch 1627 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 5731.08 ms [2021-01-20 11:13:47 main:574] : INFO : Epoch 1628 | loss: 0.0312515 | val_loss: 0.0312508 | Time: 5731.56 ms [2021-01-20 11:13:53 main:574] : INFO : Epoch 1629 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 5701.03 ms [2021-01-20 11:13:59 main:574] : INFO : Epoch 1630 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 5768.77 ms [2021-01-20 11:14:05 main:574] : INFO : Epoch 1631 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 5744.62 ms [2021-01-20 11:14:10 main:574] : INFO : Epoch 1632 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 5684.74 ms [2021-01-20 11:14:16 main:574] : INFO : Epoch 1633 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 5682.8 ms [2021-01-20 11:14:22 main:574] : INFO : Epoch 1634 | loss: 0.03125 | val_loss: 0.0312502 | Time: 5695.02 ms [2021-01-20 11:14:28 main:574] : INFO : Epoch 1635 | loss: 0.03125 | val_loss: 0.03125 | Time: 5716.16 ms [2021-01-20 11:14:33 main:574] : INFO : Epoch 1636 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 5675.09 ms [2021-01-20 11:14:39 main:574] : INFO : Epoch 1637 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 5690.23 ms [2021-01-20 11:14:45 main:574] : INFO : Epoch 1638 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 5697.56 ms [2021-01-20 11:14:51 main:574] : INFO : Epoch 1639 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 5666.24 ms [2021-01-20 11:14:56 main:574] : INFO : Epoch 1640 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 5659.68 ms [2021-01-20 11:15:02 main:574] : INFO : Epoch 1641 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 5762.97 ms [2021-01-20 11:15:08 main:574] : INFO : Epoch 1642 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 5670.65 ms [2021-01-20 11:15:14 main:574] : INFO : Epoch 1643 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 5694.94 ms [2021-01-20 11:15:20 main:574] : INFO : Epoch 1644 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 5699.33 ms [2021-01-20 11:15:25 main:574] : INFO : Epoch 1645 | loss: 0.0312481 | val_loss: 0.0312484 | Time: 5655.4 ms [2021-01-20 11:15:31 main:574] : INFO : Epoch 1646 | loss: 0.031248 | val_loss: 0.0312482 | Time: 5720.73 ms [2021-01-20 11:15:37 main:574] : INFO : Epoch 1647 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 5740.26 ms [2021-01-20 11:15:43 main:574] : INFO : Epoch 1648 | loss: 0.031247 | val_loss: 0.0312474 | Time: 5675.68 ms [2021-01-20 11:15:48 main:574] : INFO : Epoch 1649 | loss: 0.0312464 | val_loss: 0.031246 | Time: 5718.53 ms [2021-01-20 11:15:54 main:574] : INFO : Epoch 1650 | loss: 0.0312448 | val_loss: 0.0312467 | Time: 5662.87 ms [2021-01-20 11:16:00 main:574] : INFO : Epoch 1651 | loss: 0.0312453 | val_loss: 0.0312429 | Time: 5688.26 ms [2021-01-20 11:16:06 main:574] : INFO : Epoch 1652 | loss: 0.0312422 | val_loss: 0.0312413 | Time: 5664.62 ms [2021-01-20 11:16:11 main:574] : INFO : Epoch 1653 | loss: 0.0312404 | val_loss: 0.0312397 | Time: 5709.59 ms [2021-01-20 11:16:17 main:574] : INFO : Epoch 1654 | loss: 0.0312385 | val_loss: 0.0312376 | Time: 5688.1 ms [2021-01-20 11:16:23 main:574] : INFO : Epoch 1655 | loss: 0.0312369 | val_loss: 0.0312325 | Time: 5732.9 ms [2021-01-20 11:16:29 main:574] : INFO : Epoch 1656 | loss: 0.0312322 | val_loss: 0.0312273 | Time: 5733.17 ms [2021-01-20 11:16:35 main:574] : INFO : Epoch 1657 | loss: 0.0312355 | val_loss: 0.0312325 | Time: 5678.11 ms [2021-01-20 11:16:40 main:574] : INFO : Epoch 1658 | loss: 0.0312302 | val_loss: 0.0312252 | Time: 5658.24 ms [2021-01-20 11:16:46 main:574] : INFO : Epoch 1659 | loss: 0.0312255 | val_loss: 0.0312235 | Time: 5693.08 ms [2021-01-20 11:16:52 main:574] : INFO : Epoch 1660 | loss: 0.0312295 | val_loss: 0.0312166 | Time: 5653.29 ms [2021-01-20 11:16:58 main:574] : INFO : Epoch 1661 | loss: 0.0312308 | val_loss: 0.0312163 | Time: 5657.25 ms [2021-01-20 11:17:03 main:574] : INFO : Epoch 1662 | loss: 0.0312193 | val_loss: 0.0312129 | Time: 5709.55 ms [2021-01-20 11:17:09 main:574] : INFO : Epoch 1663 | loss: 0.0312165 | val_loss: 0.0312104 | Time: 5661.16 ms [2021-01-20 11:17:15 main:574] : INFO : Epoch 1664 | loss: 0.0312216 | val_loss: 0.0312104 | Time: 5693.26 ms [2021-01-20 11:17:21 main:574] : INFO : Epoch 1665 | loss: 0.0312197 | val_loss: 0.0312086 | Time: 5749.2 ms [2021-01-20 11:17:27 main:574] : INFO : Epoch 1666 | loss: 0.0312126 | val_loss: 0.0312066 | Time: 5764.42 ms [2021-01-20 11:17:32 main:574] : INFO : Epoch 1667 | loss: 0.0312159 | val_loss: 0.0312087 | Time: 5660.84 ms [2021-01-20 11:17:38 main:574] : INFO : Epoch 1668 | loss: 0.0312162 | val_loss: 0.0312104 | Time: 5760.43 ms [2021-01-20 11:17:44 main:574] : INFO : Epoch 1669 | loss: 0.0312125 | val_loss: 0.0312216 | Time: 5748.56 ms [2021-01-20 11:17:50 main:574] : INFO : Epoch 1670 | loss: 0.031214 | val_loss: 0.0312099 | Time: 5692.67 ms [2021-01-20 11:17:55 main:574] : INFO : Epoch 1671 | loss: 0.0312089 | val_loss: 0.0312021 | Time: 5652.36 ms [2021-01-20 11:18:01 main:574] : INFO : Epoch 1672 | loss: 0.031206 | val_loss: 0.0312019 | Time: 5779.96 ms [2021-01-20 11:18:07 main:574] : INFO : Epoch 1673 | loss: 0.0312133 | val_loss: 0.0312006 | Time: 5702.91 ms [2021-01-20 11:18:13 main:574] : INFO : Epoch 1674 | loss: 0.031209 | val_loss: 0.0312017 | Time: 5666 ms [2021-01-20 11:18:19 main:574] : INFO : Epoch 1675 | loss: 0.0312053 | val_loss: 0.0311995 | Time: 5801.57 ms [2021-01-20 11:18:25 main:574] : INFO : Epoch 1676 | loss: 0.0312043 | val_loss: 0.0311993 | Time: 5726.41 ms [2021-01-20 11:18:30 main:574] : INFO : Epoch 1677 | loss: 0.0312055 | val_loss: 0.0311998 | Time: 5702.97 ms [2021-01-20 11:18:36 main:574] : INFO : Epoch 1678 | loss: 0.031204 | val_loss: 0.0311991 | Time: 5709.02 ms [2021-01-20 11:18:42 main:574] : INFO : Epoch 1679 | loss: 0.031203 | val_loss: 0.0311996 | Time: 5667.39 ms [2021-01-20 11:18:48 main:574] : INFO : Epoch 1680 | loss: 0.0312038 | val_loss: 0.0311989 | Time: 5719.97 ms [2021-01-20 11:18:53 main:574] : INFO : Epoch 1681 | loss: 0.031203 | val_loss: 0.0311996 | Time: 5680.04 ms [2021-01-20 11:18:59 main:574] : INFO : Epoch 1682 | loss: 0.0312065 | val_loss: 0.0312036 | Time: 5742.22 ms [2021-01-20 11:19:05 main:574] : INFO : Epoch 1683 | loss: 0.0312038 | val_loss: 0.0312008 | Time: 5656.14 ms [2021-01-20 11:19:11 main:574] : INFO : Epoch 1684 | loss: 0.0312032 | val_loss: 0.0311993 | Time: 5755.53 ms [2021-01-20 11:19:16 main:574] : INFO : Epoch 1685 | loss: 0.0312031 | val_loss: 0.0312046 | Time: 5663.86 ms [2021-01-20 11:19:22 main:574] : INFO : Epoch 1686 | loss: 0.0312032 | val_loss: 0.0312011 | Time: 5695.81 ms [2021-01-20 11:19:28 main:574] : INFO : Epoch 1687 | loss: 0.0312052 | val_loss: 0.031199 | Time: 5730.7 ms [2021-01-20 11:19:34 main:574] : INFO : Epoch 1688 | loss: 0.0312043 | val_loss: 0.0311988 | Time: 5697.44 ms [2021-01-20 11:19:40 main:574] : INFO : Epoch 1689 | loss: 0.0312038 | val_loss: 0.0311993 | Time: 5677.54 ms [2021-01-20 11:19:45 main:574] : INFO : Epoch 1690 | loss: 0.0312039 | val_loss: 0.0311981 | Time: 5653.96 ms [2021-01-20 11:19:51 main:574] : INFO : Epoch 1691 | loss: 0.0312025 | val_loss: 0.0311991 | Time: 5749.19 ms [2021-01-20 11:19:57 main:574] : INFO : Epoch 1692 | loss: 0.0312091 | val_loss: 0.0312158 | Time: 5758.4 ms [2021-01-20 11:20:03 main:574] : INFO : Epoch 1693 | loss: 0.0312066 | val_loss: 0.031199 | Time: 5722.54 ms [2021-01-20 11:20:09 main:574] : INFO : Epoch 1694 | loss: 0.0312028 | val_loss: 0.0312013 | Time: 5709.32 ms [2021-01-20 11:20:14 main:574] : INFO : Epoch 1695 | loss: 0.0312042 | val_loss: 0.0311977 | Time: 5717.62 ms [2021-01-20 11:20:20 main:574] : INFO : Epoch 1696 | loss: 0.0312019 | val_loss: 0.0311974 | Time: 5673.84 ms [2021-01-20 11:20:26 main:574] : INFO : Epoch 1697 | loss: 0.0312027 | val_loss: 0.0311972 | Time: 5656.19 ms [2021-01-20 11:20:32 main:574] : INFO : Epoch 1698 | loss: 0.0312023 | val_loss: 0.0311991 | Time: 5700 ms [2021-01-20 11:20:37 main:574] : INFO : Epoch 1699 | loss: 0.0312023 | val_loss: 0.0311998 | Time: 5657.92 ms [2021-01-20 11:20:43 main:574] : INFO : Epoch 1700 | loss: 0.0312028 | val_loss: 0.0312016 | Time: 5741.4 ms [2021-01-20 11:20:49 main:574] : INFO : Epoch 1701 | loss: 0.0312017 | val_loss: 0.0311966 | Time: 5719.79 ms [2021-01-20 11:20:55 main:574] : INFO : Epoch 1702 | loss: 0.0312012 | val_loss: 0.0311967 | Time: 5672.4 ms [2021-01-20 11:21:00 main:574] : INFO : Epoch 1703 | loss: 0.0312019 | val_loss: 0.0311965 | Time: 5701.06 ms [2021-01-20 11:21:06 main:574] : INFO : Epoch 1704 | loss: 0.0312011 | val_loss: 0.0311972 | Time: 5768.94 ms [2021-01-20 11:21:12 main:574] : INFO : Epoch 1705 | loss: 0.0312005 | val_loss: 0.0311961 | Time: 5716.29 ms [2021-01-20 11:21:18 main:574] : INFO : Epoch 1706 | loss: 0.0312031 | val_loss: 0.0311957 | Time: 5714.81 ms [2021-01-20 11:21:24 main:574] : INFO : Epoch 1707 | loss: 0.0312025 | val_loss: 0.0311957 | Time: 5679.37 ms [2021-01-20 11:21:29 main:574] : INFO : Epoch 1708 | loss: 0.0311984 | val_loss: 0.031195 | Time: 5701.11 ms [2021-01-20 11:21:35 main:574] : INFO : Epoch 1709 | loss: 0.0311989 | val_loss: 0.0311963 | Time: 5663.84 ms [2021-01-20 11:21:41 main:574] : INFO : Epoch 1710 | loss: 0.0311988 | val_loss: 0.0311959 | Time: 5703.21 ms [2021-01-20 11:21:47 main:574] : INFO : Epoch 1711 | loss: 0.0312006 | val_loss: 0.0311948 | Time: 5717.55 ms [2021-01-20 11:21:53 main:574] : INFO : Epoch 1712 | loss: 0.0311975 | val_loss: 0.0311937 | Time: 5709.58 ms [2021-01-20 11:21:58 main:574] : INFO : Epoch 1713 | loss: 0.0311974 | val_loss: 0.031198 | Time: 5732.11 ms [2021-01-20 11:22:04 main:574] : INFO : Epoch 1714 | loss: 0.0312041 | val_loss: 0.0311947 | Time: 5677.2 ms [2021-01-20 11:22:10 main:574] : INFO : Epoch 1715 | loss: 0.0312041 | val_loss: 0.0311953 | Time: 5665.51 ms [2021-01-20 11:22:16 main:574] : INFO : Epoch 1716 | loss: 0.0311956 | val_loss: 0.0311929 | Time: 5734.53 ms [2021-01-20 11:22:22 main:574] : INFO : Epoch 1717 | loss: 0.0311949 | val_loss: 0.031191 | Time: 5665.24 ms [2021-01-20 11:22:27 main:574] : INFO : Epoch 1718 | loss: 0.0311947 | val_loss: 0.0311964 | Time: 5791.42 ms [2021-01-20 11:22:33 main:574] : INFO : Epoch 1719 | loss: 0.0312011 | val_loss: 0.0311916 | Time: 5691.7 ms [2021-01-20 11:22:39 main:574] : INFO : Epoch 1720 | loss: 0.0311961 | val_loss: 0.0311919 | Time: 5664.19 ms [2021-01-20 11:22:45 main:574] : INFO : Epoch 1721 | loss: 0.0311925 | val_loss: 0.0311956 | Time: 5687.21 ms [2021-01-20 11:22:51 main:574] : INFO : Epoch 1722 | loss: 0.0311955 | val_loss: 0.0311904 | Time: 5741.12 ms [2021-01-20 11:22:56 main:574] : INFO : Epoch 1723 | loss: 0.0311923 | val_loss: 0.0311883 | Time: 5739.71 ms [2021-01-20 11:23:02 main:574] : INFO : Epoch 1724 | loss: 0.0311903 | val_loss: 0.0311853 | Time: 5723.66 ms [2021-01-20 11:23:08 main:574] : INFO : Epoch 1725 | loss: 0.0311889 | val_loss: 0.031184 | Time: 5687.4 ms [2021-01-20 11:23:14 main:574] : INFO : Epoch 1726 | loss: 0.0311874 | val_loss: 0.0311845 | Time: 5690.51 ms [2021-01-20 11:23:19 main:574] : INFO : Epoch 1727 | loss: 0.0311894 | val_loss: 0.0311842 | Time: 5710.32 ms [2021-01-20 11:23:25 main:574] : INFO : Epoch 1728 | loss: 0.0311887 | val_loss: 0.0311818 | Time: 5657.41 ms [2021-01-20 11:23:31 main:574] : INFO : Epoch 1729 | loss: 0.0311887 | val_loss: 0.0311915 | Time: 5710.58 ms [2021-01-20 11:23:37 main:574] : INFO : Epoch 1730 | loss: 0.0311861 | val_loss: 0.0311815 | Time: 5671.35 ms [2021-01-20 11:23:42 main:574] : INFO : Epoch 1731 | loss: 0.0311829 | val_loss: 0.031179 | Time: 5660.75 ms [2021-01-20 11:23:48 main:574] : INFO : Epoch 1732 | loss: 0.0311827 | val_loss: 0.0311798 | Time: 5696.74 ms [2021-01-20 11:23:54 main:574] : INFO : Epoch 1733 | loss: 0.031183 | val_loss: 0.0311855 | Time: 5752.58 ms [2021-01-20 11:24:00 main:574] : INFO : Epoch 1734 | loss: 0.0311815 | val_loss: 0.0311792 | Time: 5671.7 ms [2021-01-20 11:24:06 main:574] : INFO : Epoch 1735 | loss: 0.0311795 | val_loss: 0.0311765 | Time: 5732.78 ms [2021-01-20 11:24:12 main:574] : INFO : Epoch 1736 | loss: 0.0311793 | val_loss: 0.0311785 | Time: 5725.62 ms [2021-01-20 11:24:17 main:574] : INFO : Epoch 1737 | loss: 0.0311777 | val_loss: 0.0311748 | Time: 5662.1 ms [2021-01-20 11:24:23 main:574] : INFO : Epoch 1738 | loss: 0.031177 | val_loss: 0.0311777 | Time: 5702.27 ms [2021-01-20 11:24:29 main:574] : INFO : Epoch 1739 | loss: 0.031177 | val_loss: 0.0311745 | Time: 5813.64 ms [2021-01-20 11:24:35 main:574] : INFO : Epoch 1740 | loss: 0.0311762 | val_loss: 0.0311732 | Time: 5725.82 ms [2021-01-20 11:24:41 main:574] : INFO : Epoch 1741 | loss: 0.0311775 | val_loss: 0.0311731 | Time: 5697.44 ms [2021-01-20 11:24:46 main:574] : INFO : Epoch 1742 | loss: 0.0311755 | val_loss: 0.0311719 | Time: 5691.35 ms [2021-01-20 11:24:52 main:574] : INFO : Epoch 1743 | loss: 0.0311733 | val_loss: 0.0311727 | Time: 5716.62 ms [2021-01-20 11:24:58 main:574] : INFO : Epoch 1744 | loss: 0.0311748 | val_loss: 0.0311711 | Time: 5670.82 ms [2021-01-20 11:25:04 main:574] : INFO : Epoch 1745 | loss: 0.031179 | val_loss: 0.0311749 | Time: 5847.34 ms [2021-01-20 11:25:10 main:574] : INFO : Epoch 1746 | loss: 0.0311754 | val_loss: 0.0311707 | Time: 5709.12 ms [2021-01-20 11:25:15 main:574] : INFO : Epoch 1747 | loss: 0.0311726 | val_loss: 0.0311724 | Time: 5731.44 ms [2021-01-20 11:25:21 main:574] : INFO : Epoch 1748 | loss: 0.0311721 | val_loss: 0.0311703 | Time: 5690.68 ms [2021-01-20 11:25:27 main:574] : INFO : Epoch 1749 | loss: 0.031171 | val_loss: 0.0311695 | Time: 5683.18 ms [2021-01-20 11:25:33 main:574] : INFO : Epoch 1750 | loss: 0.0311707 | val_loss: 0.03117 | Time: 5790.06 ms [2021-01-20 11:25:39 main:574] : INFO : Epoch 1751 | loss: 0.0311726 | val_loss: 0.0311699 | Time: 5721.42 ms [2021-01-20 11:25:44 main:574] : INFO : Epoch 1752 | loss: 0.0311705 | val_loss: 0.0311682 | Time: 5692.94 ms [2021-01-20 11:25:50 main:574] : INFO : Epoch 1753 | loss: 0.0311692 | val_loss: 0.0311706 | Time: 5704.04 ms [2021-01-20 11:25:56 main:574] : INFO : Epoch 1754 | loss: 0.0311744 | val_loss: 0.031182 | Time: 5711.26 ms [2021-01-20 11:26:02 main:574] : INFO : Epoch 1755 | loss: 0.0311729 | val_loss: 0.0311677 | Time: 5703.89 ms [2021-01-20 11:26:08 main:574] : INFO : Epoch 1756 | loss: 0.0311683 | val_loss: 0.0311686 | Time: 5709.6 ms [2021-01-20 11:26:13 main:574] : INFO : Epoch 1757 | loss: 0.031169 | val_loss: 0.0311671 | Time: 5677.91 ms [2021-01-20 11:26:19 main:574] : INFO : Epoch 1758 | loss: 0.0311686 | val_loss: 0.0311752 | Time: 5676.01 ms [2021-01-20 11:26:25 main:574] : INFO : Epoch 1759 | loss: 0.0311729 | val_loss: 0.0311679 | Time: 5728.99 ms [2021-01-20 11:26:31 main:574] : INFO : Epoch 1760 | loss: 0.0311683 | val_loss: 0.031169 | Time: 5697.58 ms [2021-01-20 11:26:36 main:574] : INFO : Epoch 1761 | loss: 0.0311708 | val_loss: 0.031169 | Time: 5671.88 ms [2021-01-20 11:26:42 main:574] : INFO : Epoch 1762 | loss: 0.0311681 | val_loss: 0.0311661 | Time: 5789.41 ms [2021-01-20 11:26:48 main:574] : INFO : Epoch 1763 | loss: 0.0311677 | val_loss: 0.0311725 | Time: 5707.28 ms [2021-01-20 11:26:54 main:574] : INFO : Epoch 1764 | loss: 0.0311717 | val_loss: 0.0311798 | Time: 5754.24 ms [2021-01-20 11:27:00 main:574] : INFO : Epoch 1765 | loss: 0.0311703 | val_loss: 0.0311668 | Time: 5709.29 ms [2021-01-20 11:27:05 main:574] : INFO : Epoch 1766 | loss: 0.0311652 | val_loss: 0.0311644 | Time: 5691.26 ms [2021-01-20 11:27:11 main:574] : INFO : Epoch 1767 | loss: 0.031167 | val_loss: 0.0311668 | Time: 5714.07 ms [2021-01-20 11:27:17 main:574] : INFO : Epoch 1768 | loss: 0.0311639 | val_loss: 0.0311656 | Time: 5700.46 ms [2021-01-20 11:27:23 main:574] : INFO : Epoch 1769 | loss: 0.0311642 | val_loss: 0.0311648 | Time: 5683.45 ms [2021-01-20 11:27:28 main:574] : INFO : Epoch 1770 | loss: 0.0311639 | val_loss: 0.0311644 | Time: 5691.79 ms [2021-01-20 11:27:34 main:574] : INFO : Epoch 1771 | loss: 0.031164 | val_loss: 0.0311714 | Time: 5791.1 ms [2021-01-20 11:27:40 main:574] : INFO : Epoch 1772 | loss: 0.0311651 | val_loss: 0.0311641 | Time: 5729.2 ms [2021-01-20 11:27:46 main:574] : INFO : Epoch 1773 | loss: 0.0311624 | val_loss: 0.0311632 | Time: 5651.31 ms [2021-01-20 11:27:51 main:574] : INFO : Epoch 1774 | loss: 0.0311636 | val_loss: 0.0311641 | Time: 5703.94 ms [2021-01-20 11:27:57 main:574] : INFO : Epoch 1775 | loss: 0.031162 | val_loss: 0.0311626 | Time: 5779.05 ms [2021-01-20 11:28:03 main:574] : INFO : Epoch 1776 | loss: 0.0311634 | val_loss: 0.0311627 | Time: 5696.4 ms [2021-01-20 11:28:09 main:574] : INFO : Epoch 1777 | loss: 0.0311659 | val_loss: 0.0311648 | Time: 5670.91 ms [2021-01-20 11:28:15 main:574] : INFO : Epoch 1778 | loss: 0.031165 | val_loss: 0.0311638 | Time: 5725.38 ms [2021-01-20 11:28:20 main:574] : INFO : Epoch 1779 | loss: 0.0311619 | val_loss: 0.0311638 | Time: 5718.63 ms [2021-01-20 11:28:26 main:574] : INFO : Epoch 1780 | loss: 0.0311599 | val_loss: 0.0311619 | Time: 5693.76 ms [2021-01-20 11:28:32 main:574] : INFO : Epoch 1781 | loss: 0.0311614 | val_loss: 0.0311723 | Time: 5753.1 ms [2021-01-20 11:28:38 main:574] : INFO : Epoch 1782 | loss: 0.0311604 | val_loss: 0.0311643 | Time: 5680.96 ms [2021-01-20 11:28:44 main:574] : INFO : Epoch 1783 | loss: 0.0311599 | val_loss: 0.0311612 | Time: 5696.35 ms [2021-01-20 11:28:49 main:574] : INFO : Epoch 1784 | loss: 0.0311585 | val_loss: 0.0311607 | Time: 5741.69 ms [2021-01-20 11:28:55 main:574] : INFO : Epoch 1785 | loss: 0.0311594 | val_loss: 0.0311644 | Time: 5664.98 ms [2021-01-20 11:29:01 main:574] : INFO : Epoch 1786 | loss: 0.0311578 | val_loss: 0.0311637 | Time: 5664.92 ms [2021-01-20 11:29:07 main:574] : INFO : Epoch 1787 | loss: 0.0311584 | val_loss: 0.0311626 | Time: 5732.52 ms [2021-01-20 11:29:12 main:574] : INFO : Epoch 1788 | loss: 0.0311575 | val_loss: 0.0311616 | Time: 5705 ms [2021-01-20 11:29:18 main:574] : INFO : Epoch 1789 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 5652 ms [2021-01-20 11:29:24 main:574] : INFO : Epoch 1790 | loss: 0.0311583 | val_loss: 0.0311637 | Time: 5674.09 ms [2021-01-20 11:29:30 main:574] : INFO : Epoch 1791 | loss: 0.0311568 | val_loss: 0.0311631 | Time: 5679.19 ms [2021-01-20 11:29:35 main:574] : INFO : Epoch 1792 | loss: 0.0311566 | val_loss: 0.0311636 | Time: 5683.8 ms [2021-01-20 11:29:41 main:574] : INFO : Epoch 1793 | loss: 0.0311562 | val_loss: 0.0311671 | Time: 5760.25 ms [2021-01-20 11:29:47 main:574] : INFO : Epoch 1794 | loss: 0.0311559 | val_loss: 0.031163 | Time: 5688.84 ms [2021-01-20 11:29:53 main:574] : INFO : Epoch 1795 | loss: 0.0311548 | val_loss: 0.0311612 | Time: 5664.4 ms [2021-01-20 11:29:59 main:574] : INFO : Epoch 1796 | loss: 0.031154 | val_loss: 0.0311611 | Time: 5784.9 ms [2021-01-20 11:30:04 main:574] : INFO : Epoch 1797 | loss: 0.0311539 | val_loss: 0.0311609 | Time: 5720.79 ms [2021-01-20 11:30:10 main:574] : INFO : Epoch 1798 | loss: 0.0311531 | val_loss: 0.0311617 | Time: 5709.02 ms [2021-01-20 11:30:16 main:574] : INFO : Epoch 1799 | loss: 0.0311541 | val_loss: 0.0311609 | Time: 5694.94 ms [2021-01-20 11:30:22 main:574] : INFO : Epoch 1800 | loss: 0.0311616 | val_loss: 0.0311752 | Time: 5717.35 ms [2021-01-20 11:30:27 main:574] : INFO : Epoch 1801 | loss: 0.0311565 | val_loss: 0.031162 | Time: 5702.55 ms [2021-01-20 11:30:33 main:574] : INFO : Epoch 1802 | loss: 0.0311539 | val_loss: 0.0311663 | Time: 5711.16 ms [2021-01-20 11:30:39 main:574] : INFO : Epoch 1803 | loss: 0.0311525 | val_loss: 0.0311632 | Time: 5740.87 ms [2021-01-20 11:30:45 main:574] : INFO : Epoch 1804 | loss: 0.0311513 | val_loss: 0.0311634 | Time: 5654.42 ms [2021-01-20 11:30:50 main:574] : INFO : Epoch 1805 | loss: 0.0311504 | val_loss: 0.0311689 | Time: 5708.13 ms [2021-01-20 11:30:56 main:574] : INFO : Epoch 1806 | loss: 0.0311533 | val_loss: 0.031165 | Time: 5670.16 ms [2021-01-20 11:31:02 main:574] : INFO : Epoch 1807 | loss: 0.0311505 | val_loss: 0.0311622 | Time: 5724.73 ms [2021-01-20 11:31:08 main:574] : INFO : Epoch 1808 | loss: 0.0311501 | val_loss: 0.0311643 | Time: 5766.38 ms [2021-01-20 11:31:14 main:574] : INFO : Epoch 1809 | loss: 0.0311501 | val_loss: 0.0311707 | Time: 5793.68 ms [2021-01-20 11:31:19 main:574] : INFO : Epoch 1810 | loss: 0.0311543 | val_loss: 0.0311765 | Time: 5692.98 ms [2021-01-20 11:31:25 main:574] : INFO : Epoch 1811 | loss: 0.0311538 | val_loss: 0.0311636 | Time: 5794.98 ms [2021-01-20 11:31:31 main:574] : INFO : Epoch 1812 | loss: 0.0311496 | val_loss: 0.0311669 | Time: 5742.22 ms [2021-01-20 11:31:37 main:574] : INFO : Epoch 1813 | loss: 0.0311496 | val_loss: 0.0311657 | Time: 5720.69 ms [2021-01-20 11:31:43 main:574] : INFO : Epoch 1814 | loss: 0.0311478 | val_loss: 0.0311652 | Time: 5663.63 ms [2021-01-20 11:31:48 main:574] : INFO : Epoch 1815 | loss: 0.0311471 | val_loss: 0.0311681 | Time: 5721.81 ms [2021-01-20 11:31:54 main:574] : INFO : Epoch 1816 | loss: 0.0311522 | val_loss: 0.0311662 | Time: 5736.04 ms [2021-01-20 11:32:00 main:574] : INFO : Epoch 1817 | loss: 0.0311513 | val_loss: 0.0311718 | Time: 5654.33 ms [2021-01-20 11:32:06 main:574] : INFO : Epoch 1818 | loss: 0.0311492 | val_loss: 0.0311624 | Time: 5699.11 ms [2021-01-20 11:32:12 main:574] : INFO : Epoch 1819 | loss: 0.031149 | val_loss: 0.0311665 | Time: 5765.66 ms [2021-01-20 11:32:17 main:574] : INFO : Epoch 1820 | loss: 0.0311486 | val_loss: 0.0311681 | Time: 5707.17 ms [2021-01-20 11:32:23 main:574] : INFO : Epoch 1821 | loss: 0.0311498 | val_loss: 0.0311686 | Time: 5660.73 ms [2021-01-20 11:32:29 main:574] : INFO : Epoch 1822 | loss: 0.0311453 | val_loss: 0.0311661 | Time: 5740.26 ms [2021-01-20 11:32:35 main:574] : INFO : Epoch 1823 | loss: 0.0311453 | val_loss: 0.0311748 | Time: 5711.2 ms [2021-01-20 11:32:40 main:574] : INFO : Epoch 1824 | loss: 0.0311464 | val_loss: 0.0311643 | Time: 5662.35 ms [2021-01-20 11:32:46 main:574] : INFO : Epoch 1825 | loss: 0.0311445 | val_loss: 0.0311647 | Time: 5674.71 ms [2021-01-20 11:32:52 main:574] : INFO : Epoch 1826 | loss: 0.0311453 | val_loss: 0.0311661 | Time: 5729.31 ms [2021-01-20 11:32:58 main:574] : INFO : Epoch 1827 | loss: 0.0311479 | val_loss: 0.0311651 | Time: 5713.24 ms [2021-01-20 11:33:04 main:574] : INFO : Epoch 1828 | loss: 0.0311468 | val_loss: 0.0311756 | Time: 5755.53 ms [2021-01-20 11:33:09 main:574] : INFO : Epoch 1829 | loss: 0.0311488 | val_loss: 0.031171 | Time: 5747.52 ms [2021-01-20 11:33:15 main:574] : INFO : Epoch 1830 | loss: 0.0311455 | val_loss: 0.0311652 | Time: 5701.06 ms [2021-01-20 11:33:21 main:574] : INFO : Epoch 1831 | loss: 0.0311462 | val_loss: 0.0311647 | Time: 5664.35 ms [2021-01-20 11:33:27 main:574] : INFO : Epoch 1832 | loss: 0.0311435 | val_loss: 0.0311645 | Time: 5726.14 ms [2021-01-20 11:33:33 main:574] : INFO : Epoch 1833 | loss: 0.0311423 | val_loss: 0.0311653 | Time: 5720.51 ms [2021-01-20 11:33:38 main:574] : INFO : Epoch 1834 | loss: 0.031144 | val_loss: 0.0311723 | Time: 5668.88 ms [2021-01-20 11:33:44 main:574] : INFO : Epoch 1835 | loss: 0.0311424 | val_loss: 0.0311683 | Time: 5730.46 ms [2021-01-20 11:33:50 main:574] : INFO : Epoch 1836 | loss: 0.0311416 | val_loss: 0.0311657 | Time: 5745.65 ms [2021-01-20 11:33:56 main:574] : INFO : Epoch 1837 | loss: 0.0311415 | val_loss: 0.0311658 | Time: 5795.02 ms [2021-01-20 11:34:02 main:574] : INFO : Epoch 1838 | loss: 0.0311426 | val_loss: 0.0311705 | Time: 5657.65 ms [2021-01-20 11:34:07 main:574] : INFO : Epoch 1839 | loss: 0.0311419 | val_loss: 0.0311658 | Time: 5709.72 ms [2021-01-20 11:34:13 main:574] : INFO : Epoch 1840 | loss: 0.0311399 | val_loss: 0.0311649 | Time: 5714.7 ms [2021-01-20 11:34:19 main:574] : INFO : Epoch 1841 | loss: 0.0311408 | val_loss: 0.0311669 | Time: 5691.33 ms [2021-01-20 11:34:25 main:574] : INFO : Epoch 1842 | loss: 0.0311409 | val_loss: 0.0311656 | Time: 5773.76 ms [2021-01-20 11:34:31 main:574] : INFO : Epoch 1843 | loss: 0.0311402 | val_loss: 0.0311706 | Time: 5692.83 ms [2021-01-20 11:34:36 main:574] : INFO : Epoch 1844 | loss: 0.0311387 | val_loss: 0.0311675 | Time: 5715.31 ms [2021-01-20 11:34:42 main:574] : INFO : Epoch 1845 | loss: 0.0311394 | val_loss: 0.03117 | Time: 5729.17 ms [2021-01-20 11:34:48 main:574] : INFO : Epoch 1846 | loss: 0.0311382 | val_loss: 0.0311681 | Time: 5736.05 ms [2021-01-20 11:34:54 main:574] : INFO : Epoch 1847 | loss: 0.031138 | val_loss: 0.0311673 | Time: 5792.19 ms [2021-01-20 11:35:00 main:574] : INFO : Epoch 1848 | loss: 0.0311399 | val_loss: 0.0311712 | Time: 5699.99 ms [2021-01-20 11:35:05 main:574] : INFO : Epoch 1849 | loss: 0.031141 | val_loss: 0.0311712 | Time: 5685.78 ms [2021-01-20 11:35:11 main:574] : INFO : Epoch 1850 | loss: 0.0311406 | val_loss: 0.0311649 | Time: 5688.15 ms [2021-01-20 11:35:17 main:574] : INFO : Epoch 1851 | loss: 0.0311381 | val_loss: 0.0311753 | Time: 5787.44 ms [2021-01-20 11:35:23 main:574] : INFO : Epoch 1852 | loss: 0.0311386 | val_loss: 0.0311687 | Time: 5762.78 ms [2021-01-20 11:35:29 main:574] : INFO : Epoch 1853 | loss: 0.0311372 | val_loss: 0.0311759 | Time: 5731.06 ms [2021-01-20 11:35:34 main:574] : INFO : Epoch 1854 | loss: 0.0311381 | val_loss: 0.0311665 | Time: 5728.12 ms [2021-01-20 11:35:40 main:574] : INFO : Epoch 1855 | loss: 0.0311363 | val_loss: 0.031174 | Time: 5731.84 ms [2021-01-20 11:35:46 main:574] : INFO : Epoch 1856 | loss: 0.0311376 | val_loss: 0.0311667 | Time: 5661.97 ms [2021-01-20 11:35:52 main:574] : INFO : Epoch 1857 | loss: 0.0311385 | val_loss: 0.0311706 | Time: 5737.7 ms [2021-01-20 11:35:57 main:574] : INFO : Epoch 1858 | loss: 0.0311411 | val_loss: 0.0311742 | Time: 5728.15 ms [2021-01-20 11:36:03 main:574] : INFO : Epoch 1859 | loss: 0.0311379 | val_loss: 0.0311734 | Time: 5732.53 ms [2021-01-20 11:36:09 main:574] : INFO : Epoch 1860 | loss: 0.0311393 | val_loss: 0.0311651 | Time: 5680.75 ms [2021-01-20 11:36:15 main:574] : INFO : Epoch 1861 | loss: 0.0311427 | val_loss: 0.0311726 | Time: 5719.96 ms [2021-01-20 11:36:21 main:574] : INFO : Epoch 1862 | loss: 0.0311406 | val_loss: 0.0311774 | Time: 5660.71 ms [2021-01-20 11:36:26 main:574] : INFO : Epoch 1863 | loss: 0.0311386 | val_loss: 0.0311805 | Time: 5682.94 ms [2021-01-20 11:36:32 main:574] : INFO : Epoch 1864 | loss: 0.0311398 | val_loss: 0.0311783 | Time: 5731.36 ms [2021-01-20 11:36:38 main:574] : INFO : Epoch 1865 | loss: 0.0311351 | val_loss: 0.031177 | Time: 5760.53 ms [2021-01-20 11:36:44 main:574] : INFO : Epoch 1866 | loss: 0.0311363 | val_loss: 0.0311681 | Time: 5696.29 ms [2021-01-20 11:36:50 main:574] : INFO : Epoch 1867 | loss: 0.0311359 | val_loss: 0.031173 | Time: 5748.58 ms [2021-01-20 11:36:55 main:574] : INFO : Epoch 1868 | loss: 0.0311364 | val_loss: 0.0311742 | Time: 5731.13 ms [2021-01-20 11:37:01 main:574] : INFO : Epoch 1869 | loss: 0.0311381 | val_loss: 0.0311754 | Time: 5659.28 ms [2021-01-20 11:37:07 main:574] : INFO : Epoch 1870 | loss: 0.0311361 | val_loss: 0.0311815 | Time: 5682.5 ms [2021-01-20 11:37:13 main:574] : INFO : Epoch 1871 | loss: 0.0311357 | val_loss: 0.0311677 | Time: 5739.72 ms [2021-01-20 11:37:18 main:574] : INFO : Epoch 1872 | loss: 0.0311359 | val_loss: 0.0311771 | Time: 5674.01 ms [2021-01-20 11:37:24 main:574] : INFO : Epoch 1873 | loss: 0.0311383 | val_loss: 0.0311749 | Time: 5730.66 ms [2021-01-20 11:37:30 main:574] : INFO : Epoch 1874 | loss: 0.0311343 | val_loss: 0.0311728 | Time: 5754.47 ms [2021-01-20 11:37:36 main:574] : INFO : Epoch 1875 | loss: 0.0311351 | val_loss: 0.0311718 | Time: 5770 ms [2021-01-20 11:37:42 main:574] : INFO : Epoch 1876 | loss: 0.031138 | val_loss: 0.0311768 | Time: 5729.95 ms [2021-01-20 11:37:47 main:574] : INFO : Epoch 1877 | loss: 0.0311363 | val_loss: 0.0311663 | Time: 5705.17 ms [2021-01-20 11:37:53 main:574] : INFO : Epoch 1878 | loss: 0.0311345 | val_loss: 0.0311704 | Time: 5718.5 ms [2021-01-20 11:37:59 main:574] : INFO : Epoch 1879 | loss: 0.0311387 | val_loss: 0.0311775 | Time: 5725.72 ms [2021-01-20 11:38:05 main:574] : INFO : Epoch 1880 | loss: 0.0311371 | val_loss: 0.0311706 | Time: 5723.66 ms [2021-01-20 11:38:11 main:574] : INFO : Epoch 1881 | loss: 0.0311342 | val_loss: 0.0311798 | Time: 5723.3 ms [2021-01-20 11:38:16 main:574] : INFO : Epoch 1882 | loss: 0.0311368 | val_loss: 0.0311782 | Time: 5705.34 ms [2021-01-20 11:38:22 main:574] : INFO : Epoch 1883 | loss: 0.0311355 | val_loss: 0.03117 | Time: 5692.32 ms [2021-01-20 11:38:28 main:574] : INFO : Epoch 1884 | loss: 0.0311324 | val_loss: 0.0311772 | Time: 5671.96 ms [2021-01-20 11:38:34 main:574] : INFO : Epoch 1885 | loss: 0.0311335 | val_loss: 0.031181 | Time: 5661.23 ms [2021-01-20 11:38:39 main:574] : INFO : Epoch 1886 | loss: 0.0311387 | val_loss: 0.0311631 | Time: 5665.33 ms [2021-01-20 11:38:45 main:574] : INFO : Epoch 1887 | loss: 0.0311436 | val_loss: 0.0311771 | Time: 5718.98 ms [2021-01-20 11:38:51 main:574] : INFO : Epoch 1888 | loss: 0.0311364 | val_loss: 0.03117 | Time: 5670.94 ms [2021-01-20 11:38:57 main:574] : INFO : Epoch 1889 | loss: 0.0311333 | val_loss: 0.0311787 | Time: 5734.49 ms [2021-01-20 11:39:03 main:574] : INFO : Epoch 1890 | loss: 0.0311319 | val_loss: 0.0311775 | Time: 5751.55 ms [2021-01-20 11:39:08 main:574] : INFO : Epoch 1891 | loss: 0.0311316 | val_loss: 0.0311782 | Time: 5709.56 ms [2021-01-20 11:39:14 main:574] : INFO : Epoch 1892 | loss: 0.0311332 | val_loss: 0.0311734 | Time: 5654.25 ms [2021-01-20 11:39:20 main:574] : INFO : Epoch 1893 | loss: 0.0311325 | val_loss: 0.031175 | Time: 5706.21 ms [2021-01-20 11:39:26 main:574] : INFO : Epoch 1894 | loss: 0.0311335 | val_loss: 0.0311734 | Time: 5796.31 ms [2021-01-20 11:39:31 main:574] : INFO : Epoch 1895 | loss: 0.0311346 | val_loss: 0.0311772 | Time: 5685.62 ms [2021-01-20 11:39:37 main:574] : INFO : Epoch 1896 | loss: 0.0311344 | val_loss: 0.031179 | Time: 5712.49 ms [2021-01-20 11:39:43 main:574] : INFO : Epoch 1897 | loss: 0.0311334 | val_loss: 0.0311756 | Time: 5671.6 ms [2021-01-20 11:39:49 main:574] : INFO : Epoch 1898 | loss: 0.0311311 | val_loss: 0.0311738 | Time: 5676.34 ms [2021-01-20 11:39:54 main:574] : INFO : Epoch 1899 | loss: 0.0311311 | val_loss: 0.0311732 | Time: 5697.09 ms [2021-01-20 11:40:00 main:574] : INFO : Epoch 1900 | loss: 0.0311339 | val_loss: 0.0311816 | Time: 5668.58 ms [2021-01-20 11:40:06 main:574] : INFO : Epoch 1901 | loss: 0.0311356 | val_loss: 0.0311751 | Time: 5704.5 ms [2021-01-20 11:40:12 main:574] : INFO : Epoch 1902 | loss: 0.0311336 | val_loss: 0.0311737 | Time: 5678.57 ms [2021-01-20 11:40:18 main:574] : INFO : Epoch 1903 | loss: 0.0311336 | val_loss: 0.0311687 | Time: 5740.76 ms [2021-01-20 11:40:23 main:574] : INFO : Epoch 1904 | loss: 0.0311321 | val_loss: 0.0311854 | Time: 5704.67 ms [2021-01-20 11:40:29 main:574] : INFO : Epoch 1905 | loss: 0.0311304 | val_loss: 0.0311842 | Time: 5745.06 ms [2021-01-20 11:40:35 main:574] : INFO : Epoch 1906 | loss: 0.0311289 | val_loss: 0.0311765 | Time: 5703.81 ms [2021-01-20 11:40:41 main:574] : INFO : Epoch 1907 | loss: 0.0311268 | val_loss: 0.0311776 | Time: 5732.22 ms [2021-01-20 11:40:47 main:574] : INFO : Epoch 1908 | loss: 0.0311295 | val_loss: 0.0311686 | Time: 5758.92 ms [2021-01-20 11:40:52 main:574] : INFO : Epoch 1909 | loss: 0.0311428 | val_loss: 0.03117 | Time: 5757.71 ms [2021-01-20 11:40:58 main:574] : INFO : Epoch 1910 | loss: 0.0311393 | val_loss: 0.0311688 | Time: 5663.15 ms [2021-01-20 11:41:04 main:574] : INFO : Epoch 1911 | loss: 0.0311349 | val_loss: 0.0311808 | Time: 5706.12 ms [2021-01-20 11:41:10 main:574] : INFO : Epoch 1912 | loss: 0.0311354 | val_loss: 0.0311681 | Time: 5717.11 ms [2021-01-20 11:41:16 main:574] : INFO : Epoch 1913 | loss: 0.0311304 | val_loss: 0.0311745 | Time: 5768.54 ms [2021-01-20 11:41:21 main:574] : INFO : Epoch 1914 | loss: 0.0311284 | val_loss: 0.0311711 | Time: 5672.31 ms [2021-01-20 11:41:27 main:574] : INFO : Epoch 1915 | loss: 0.0311296 | val_loss: 0.031187 | Time: 5737.28 ms [2021-01-20 11:41:33 main:574] : INFO : Epoch 1916 | loss: 0.0311283 | val_loss: 0.0311882 | Time: 5668.52 ms [2021-01-20 11:41:39 main:574] : INFO : Epoch 1917 | loss: 0.0311322 | val_loss: 0.0311734 | Time: 5750.85 ms [2021-01-20 11:41:45 main:574] : INFO : Epoch 1918 | loss: 0.0311285 | val_loss: 0.0311792 | Time: 5759.98 ms [2021-01-20 11:41:51 main:574] : INFO : Epoch 1919 | loss: 0.0311288 | val_loss: 0.0311691 | Time: 5704.66 ms [2021-01-20 11:41:56 main:574] : INFO : Epoch 1920 | loss: 0.031131 | val_loss: 0.0311785 | Time: 5678.22 ms [2021-01-20 11:42:02 main:574] : INFO : Epoch 1921 | loss: 0.031129 | val_loss: 0.0311789 | Time: 5761.32 ms [2021-01-20 11:42:08 main:574] : INFO : Epoch 1922 | loss: 0.0311284 | val_loss: 0.0311779 | Time: 5763.1 ms [2021-01-20 11:42:14 main:574] : INFO : Epoch 1923 | loss: 0.031127 | val_loss: 0.0311735 | Time: 5679.8 ms [2021-01-20 11:42:20 main:574] : INFO : Epoch 1924 | loss: 0.0311275 | val_loss: 0.0311814 | Time: 5779 ms [2021-01-20 11:42:25 main:574] : INFO : Epoch 1925 | loss: 0.0311277 | val_loss: 0.0311783 | Time: 5729.07 ms [2021-01-20 11:42:31 main:574] : INFO : Epoch 1926 | loss: 0.0311339 | val_loss: 0.0311808 | Time: 5697.25 ms [2021-01-20 11:42:37 main:574] : INFO : Epoch 1927 | loss: 0.0311273 | val_loss: 0.0311815 | Time: 5664.81 ms [2021-01-20 11:42:43 main:574] : INFO : Epoch 1928 | loss: 0.0311284 | val_loss: 0.0311823 | Time: 5822.45 ms [2021-01-20 11:42:49 main:574] : INFO : Epoch 1929 | loss: 0.0311261 | val_loss: 0.0311761 | Time: 5675.5 ms [2021-01-20 11:42:54 main:574] : INFO : Epoch 1930 | loss: 0.0311252 | val_loss: 0.0311753 | Time: 5697.52 ms [2021-01-20 11:43:00 main:574] : INFO : Epoch 1931 | loss: 0.0311236 | val_loss: 0.0311881 | Time: 5682.43 ms [2021-01-20 11:43:06 main:574] : INFO : Epoch 1932 | loss: 0.031124 | val_loss: 0.031177 | Time: 5773.03 ms [2021-01-20 11:43:12 main:574] : INFO : Epoch 1933 | loss: 0.031125 | val_loss: 0.0311761 | Time: 5726.29 ms [2021-01-20 11:43:18 main:574] : INFO : Epoch 1934 | loss: 0.0311239 | val_loss: 0.0311839 | Time: 5699.82 ms [2021-01-20 11:43:23 main:574] : INFO : Epoch 1935 | loss: 0.0311243 | val_loss: 0.031177 | Time: 5761.32 ms [2021-01-20 11:43:29 main:574] : INFO : Epoch 1936 | loss: 0.0311238 | val_loss: 0.0311817 | Time: 5696.86 ms [2021-01-20 11:43:35 main:574] : INFO : Epoch 1937 | loss: 0.0311254 | val_loss: 0.0311777 | Time: 5658.12 ms [2021-01-20 11:43:41 main:574] : INFO : Epoch 1938 | loss: 0.0311284 | val_loss: 0.0311739 | Time: 5695.67 ms [2021-01-20 11:43:46 main:574] : INFO : Epoch 1939 | loss: 0.0311348 | val_loss: 0.0311796 | Time: 5664.16 ms [2021-01-20 11:43:52 main:574] : INFO : Epoch 1940 | loss: 0.0311313 | val_loss: 0.0311824 | Time: 5690.66 ms [2021-01-20 11:43:58 main:574] : INFO : Epoch 1941 | loss: 0.031134 | val_loss: 0.0311785 | Time: 5716.94 ms [2021-01-20 11:44:04 main:574] : INFO : Epoch 1942 | loss: 0.0311296 | val_loss: 0.0311791 | Time: 5710.53 ms [2021-01-20 11:44:10 main:574] : INFO : Epoch 1943 | loss: 0.0311237 | val_loss: 0.0311717 | Time: 5890.31 ms [2021-01-20 11:44:15 main:574] : INFO : Epoch 1944 | loss: 0.0311259 | val_loss: 0.0311709 | Time: 5672.04 ms [2021-01-20 11:44:21 main:574] : INFO : Epoch 1945 | loss: 0.0311221 | val_loss: 0.031176 | Time: 5698.02 ms [2021-01-20 11:44:27 main:574] : INFO : Epoch 1946 | loss: 0.0311279 | val_loss: 0.0311926 | Time: 5701 ms [2021-01-20 11:44:33 main:574] : INFO : Epoch 1947 | loss: 0.0311281 | val_loss: 0.0311738 | Time: 5681.39 ms [2021-01-20 11:44:38 main:574] : INFO : Epoch 1948 | loss: 0.0311275 | val_loss: 0.031189 | Time: 5695.15 ms [2021-01-20 11:44:44 main:574] : INFO : Epoch 1949 | loss: 0.0311289 | val_loss: 0.0311838 | Time: 5680.45 ms [2021-01-20 11:44:50 main:574] : INFO : Epoch 1950 | loss: 0.0311257 | val_loss: 0.0311906 | Time: 5709.76 ms [2021-01-20 11:44:56 main:574] : INFO : Epoch 1951 | loss: 0.0311262 | val_loss: 0.0311777 | Time: 5665.15 ms [2021-01-20 11:45:01 main:574] : INFO : Epoch 1952 | loss: 0.0311269 | val_loss: 0.031178 | Time: 5682.2 ms [2021-01-20 11:45:07 main:574] : INFO : Epoch 1953 | loss: 0.0311269 | val_loss: 0.0311787 | Time: 5705.16 ms [2021-01-20 11:45:13 main:574] : INFO : Epoch 1954 | loss: 0.0311284 | val_loss: 0.0312033 | Time: 5760.8 ms [2021-01-20 11:45:19 main:574] : INFO : Epoch 1955 | loss: 0.0311242 | val_loss: 0.0311784 | Time: 5727.68 ms [2021-01-20 11:45:25 main:574] : INFO : Epoch 1956 | loss: 0.0311211 | val_loss: 0.0311801 | Time: 5723.78 ms [2021-01-20 11:45:30 main:574] : INFO : Epoch 1957 | loss: 0.0311227 | val_loss: 0.0311731 | Time: 5666.62 ms [2021-01-20 11:45:36 main:574] : INFO : Epoch 1958 | loss: 0.0311252 | val_loss: 0.0311748 | Time: 5658.25 ms [2021-01-20 11:45:42 main:574] : INFO : Epoch 1959 | loss: 0.0311239 | val_loss: 0.031186 | Time: 5658.96 ms [2021-01-20 11:45:48 main:574] : INFO : Epoch 1960 | loss: 0.0311215 | val_loss: 0.0311765 | Time: 5661.28 ms [2021-01-20 11:45:53 main:574] : INFO : Epoch 1961 | loss: 0.0311214 | val_loss: 0.0311821 | Time: 5724.19 ms [2021-01-20 11:45:59 main:574] : INFO : Epoch 1962 | loss: 0.0311279 | val_loss: 0.0311727 | Time: 5659.58 ms [2021-01-20 11:46:05 main:574] : INFO : Epoch 1963 | loss: 0.0311259 | val_loss: 0.0311847 | Time: 5755.18 ms [2021-01-20 11:46:11 main:574] : INFO : Epoch 1964 | loss: 0.0311245 | val_loss: 0.0311774 | Time: 5775.54 ms [2021-01-20 11:46:17 main:574] : INFO : Epoch 1965 | loss: 0.0311243 | val_loss: 0.0311775 | Time: 5728.8 ms [2021-01-20 11:46:22 main:574] : INFO : Epoch 1966 | loss: 0.0311247 | val_loss: 0.0311878 | Time: 5657.66 ms [2021-01-20 11:46:28 main:574] : INFO : Epoch 1967 | loss: 0.0311303 | val_loss: 0.0311814 | Time: 5664.91 ms [2021-01-20 11:46:34 main:574] : INFO : Epoch 1968 | loss: 0.0311289 | val_loss: 0.0311882 | Time: 5696.03 ms [2021-01-20 11:46:40 main:574] : INFO : Epoch 1969 | loss: 0.0311347 | val_loss: 0.0311763 | Time: 5657.6 ms [2021-01-20 11:46:46 main:574] : INFO : Epoch 1970 | loss: 0.0311275 | val_loss: 0.0311848 | Time: 5693.64 ms [2021-01-20 11:46:51 main:574] : INFO : Epoch 1971 | loss: 0.0311283 | val_loss: 0.0311813 | Time: 5670.19 ms [2021-01-20 11:46:57 main:574] : INFO : Epoch 1972 | loss: 0.0311255 | val_loss: 0.0311763 | Time: 5658.28 ms [2021-01-20 11:47:03 main:574] : INFO : Epoch 1973 | loss: 0.0311264 | val_loss: 0.0311756 | Time: 5689.41 ms [2021-01-20 11:47:08 main:574] : INFO : Epoch 1974 | loss: 0.031122 | val_loss: 0.0311833 | Time: 5656.66 ms [2021-01-20 11:47:14 main:574] : INFO : Epoch 1975 | loss: 0.0311208 | val_loss: 0.0311859 | Time: 5701.82 ms [2021-01-20 11:47:20 main:574] : INFO : Epoch 1976 | loss: 0.0311188 | val_loss: 0.0311818 | Time: 5730.83 ms [2021-01-20 11:47:26 main:574] : INFO : Epoch 1977 | loss: 0.0311209 | val_loss: 0.0311839 | Time: 5714.46 ms [2021-01-20 11:47:32 main:574] : INFO : Epoch 1978 | loss: 0.0311263 | val_loss: 0.0311797 | Time: 5665.43 ms [2021-01-20 11:47:37 main:574] : INFO : Epoch 1979 | loss: 0.0311271 | val_loss: 0.0311888 | Time: 5693.14 ms [2021-01-20 11:47:43 main:574] : INFO : Epoch 1980 | loss: 0.0311238 | val_loss: 0.0311808 | Time: 5784.68 ms [2021-01-20 11:47:49 main:574] : INFO : Epoch 1981 | loss: 0.0311183 | val_loss: 0.0311903 | Time: 5666.15 ms [2021-01-20 11:47:55 main:574] : INFO : Epoch 1982 | loss: 0.0311194 | val_loss: 0.0311877 | Time: 5743.86 ms [2021-01-20 11:48:01 main:574] : INFO : Epoch 1983 | loss: 0.0311186 | val_loss: 0.0311918 | Time: 5771.55 ms [2021-01-20 11:48:06 main:574] : INFO : Epoch 1984 | loss: 0.03112 | val_loss: 0.0311859 | Time: 5686.42 ms [2021-01-20 11:48:12 main:574] : INFO : Epoch 1985 | loss: 0.0311178 | val_loss: 0.0311907 | Time: 5719.51 ms [2021-01-20 11:48:18 main:574] : INFO : Epoch 1986 | loss: 0.0311193 | val_loss: 0.0311836 | Time: 5729.72 ms [2021-01-20 11:48:24 main:574] : INFO : Epoch 1987 | loss: 0.0311188 | val_loss: 0.0311978 | Time: 5684.27 ms [2021-01-20 11:48:29 main:574] : INFO : Epoch 1988 | loss: 0.0311264 | val_loss: 0.0311797 | Time: 5655.66 ms [2021-01-20 11:48:35 main:574] : INFO : Epoch 1989 | loss: 0.0311222 | val_loss: 0.0311911 | Time: 5702.34 ms [2021-01-20 11:48:41 main:574] : INFO : Epoch 1990 | loss: 0.0311207 | val_loss: 0.0311805 | Time: 5735.4 ms [2021-01-20 11:48:47 main:574] : INFO : Epoch 1991 | loss: 0.0311202 | val_loss: 0.0311779 | Time: 5674.14 ms [2021-01-20 11:48:53 main:574] : INFO : Epoch 1992 | loss: 0.0311203 | val_loss: 0.0311835 | Time: 5704.85 ms [2021-01-20 11:48:58 main:574] : INFO : Epoch 1993 | loss: 0.0311191 | val_loss: 0.0311901 | Time: 5660.58 ms [2021-01-20 11:49:04 main:574] : INFO : Epoch 1994 | loss: 0.0311187 | val_loss: 0.031191 | Time: 5666.45 ms [2021-01-20 11:49:10 main:574] : INFO : Epoch 1995 | loss: 0.0311165 | val_loss: 0.031186 | Time: 5766.39 ms [2021-01-20 11:49:16 main:574] : INFO : Epoch 1996 | loss: 0.0311151 | val_loss: 0.0311819 | Time: 5666 ms [2021-01-20 11:49:21 main:574] : INFO : Epoch 1997 | loss: 0.0311188 | val_loss: 0.0311979 | Time: 5790.65 ms [2021-01-20 11:49:27 main:574] : INFO : Epoch 1998 | loss: 0.0311209 | val_loss: 0.0312034 | Time: 5761.33 ms [2021-01-20 11:49:33 main:574] : INFO : Epoch 1999 | loss: 0.031129 | val_loss: 0.0311769 | Time: 5716.35 ms [2021-01-20 11:49:39 main:574] : INFO : Epoch 2000 | loss: 0.0311189 | val_loss: 0.0311859 | Time: 5681.36 ms [2021-01-20 11:49:45 main:574] : INFO : Epoch 2001 | loss: 0.0311192 | val_loss: 0.0311811 | Time: 5729.45 ms [2021-01-20 11:49:50 main:574] : INFO : Epoch 2002 | loss: 0.0311176 | val_loss: 0.0311876 | Time: 5675.4 ms [2021-01-20 11:49:56 main:574] : INFO : Epoch 2003 | loss: 0.0311197 | val_loss: 0.0311922 | Time: 5660.98 ms [2021-01-20 11:50:02 main:574] : INFO : Epoch 2004 | loss: 0.0311186 | val_loss: 0.0311821 | Time: 5784.53 ms [2021-01-20 11:50:08 main:574] : INFO : Epoch 2005 | loss: 0.0311185 | val_loss: 0.0311894 | Time: 5785.75 ms [2021-01-20 11:50:14 main:574] : INFO : Epoch 2006 | loss: 0.0311248 | val_loss: 0.0311818 | Time: 5763 ms [2021-01-20 11:50:19 main:574] : INFO : Epoch 2007 | loss: 0.0311242 | val_loss: 0.0311894 | Time: 5673.24 ms [2021-01-20 11:50:25 main:574] : INFO : Epoch 2008 | loss: 0.0311173 | val_loss: 0.031186 | Time: 5672.51 ms [2021-01-20 11:50:31 main:574] : INFO : Epoch 2009 | loss: 0.0311152 | val_loss: 0.0311848 | Time: 5723.3 ms [2021-01-20 11:50:37 main:574] : INFO : Epoch 2010 | loss: 0.0311154 | val_loss: 0.0311775 | Time: 5772.36 ms [2021-01-20 11:50:42 main:574] : INFO : Epoch 2011 | loss: 0.0311171 | val_loss: 0.0311843 | Time: 5702.18 ms [2021-01-20 11:50:48 main:574] : INFO : Epoch 2012 | loss: 0.0311201 | val_loss: 0.0311804 | Time: 5670.6 ms [2021-01-20 11:50:54 main:574] : INFO : Epoch 2013 | loss: 0.0311177 | val_loss: 0.0311915 | Time: 5713.37 ms [2021-01-20 11:51:00 main:574] : INFO : Epoch 2014 | loss: 0.031118 | val_loss: 0.0311868 | Time: 5689.97 ms [2021-01-20 11:51:06 main:574] : INFO : Epoch 2015 | loss: 0.031118 | val_loss: 0.0311864 | Time: 5694.43 ms [2021-01-20 11:51:11 main:574] : INFO : Epoch 2016 | loss: 0.0311215 | val_loss: 0.0311973 | Time: 5776.81 ms [2021-01-20 11:51:17 main:574] : INFO : Epoch 2017 | loss: 0.0311188 | val_loss: 0.0311841 | Time: 5716.49 ms [2021-01-20 11:51:23 main:574] : INFO : Epoch 2018 | loss: 0.0311213 | val_loss: 0.0311773 | Time: 5660 ms [2021-01-20 11:51:29 main:574] : INFO : Epoch 2019 | loss: 0.0311186 | val_loss: 0.0311951 | Time: 5665.93 ms [2021-01-20 11:51:34 main:574] : INFO : Epoch 2020 | loss: 0.031119 | val_loss: 0.0311887 | Time: 5689.4 ms [2021-01-20 11:51:40 main:574] : INFO : Epoch 2021 | loss: 0.0311182 | val_loss: 0.0311819 | Time: 5685.79 ms [2021-01-20 11:51:46 main:574] : INFO : Epoch 2022 | loss: 0.0311148 | val_loss: 0.031195 | Time: 5688.61 ms [2021-01-20 11:51:52 main:574] : INFO : Epoch 2023 | loss: 0.0311165 | val_loss: 0.0311825 | Time: 5685.35 ms [2021-01-20 11:51:57 main:574] : INFO : Epoch 2024 | loss: 0.0311174 | val_loss: 0.0311873 | Time: 5704.83 ms [2021-01-20 11:52:03 main:574] : INFO : Epoch 2025 | loss: 0.0311161 | val_loss: 0.0311907 | Time: 5675.14 ms [2021-01-20 11:52:09 main:574] : INFO : Epoch 2026 | loss: 0.0311153 | val_loss: 0.0311882 | Time: 5680.1 ms [2021-01-20 11:52:15 main:574] : INFO : Epoch 2027 | loss: 0.0311196 | val_loss: 0.0311831 | Time: 5729.99 ms [2021-01-20 11:52:21 main:574] : INFO : Epoch 2028 | loss: 0.0311194 | val_loss: 0.0311784 | Time: 5665.4 ms [2021-01-20 11:52:26 main:574] : INFO : Epoch 2029 | loss: 0.0311152 | val_loss: 0.0311891 | Time: 5679.16 ms [2021-01-20 11:52:32 main:574] : INFO : Epoch 2030 | loss: 0.0311148 | val_loss: 0.03119 | Time: 5723 ms [2021-01-20 11:52:38 main:574] : INFO : Epoch 2031 | loss: 0.0311166 | val_loss: 0.0311999 | Time: 5672.67 ms [2021-01-20 11:52:44 main:574] : INFO : Epoch 2032 | loss: 0.0311202 | val_loss: 0.031188 | Time: 5670.08 ms [2021-01-20 11:52:49 main:574] : INFO : Epoch 2033 | loss: 0.0311163 | val_loss: 0.0311834 | Time: 5712.07 ms [2021-01-20 11:52:55 main:574] : INFO : Epoch 2034 | loss: 0.0311167 | val_loss: 0.0311899 | Time: 5694.74 ms [2021-01-20 11:53:01 main:574] : INFO : Epoch 2035 | loss: 0.0311131 | val_loss: 0.0311967 | Time: 5674.37 ms [2021-01-20 11:53:07 main:574] : INFO : Epoch 2036 | loss: 0.0311167 | val_loss: 0.0311831 | Time: 5731.93 ms [2021-01-20 11:53:13 main:574] : INFO : Epoch 2037 | loss: 0.0311184 | val_loss: 0.0311867 | Time: 5785.93 ms [2021-01-20 11:53:18 main:574] : INFO : Epoch 2038 | loss: 0.0311193 | val_loss: 0.0311993 | Time: 5705.16 ms [2021-01-20 11:53:24 main:574] : INFO : Epoch 2039 | loss: 0.0311175 | val_loss: 0.0311859 | Time: 5699.37 ms [2021-01-20 11:53:30 main:574] : INFO : Epoch 2040 | loss: 0.0311159 | val_loss: 0.0311814 | Time: 5690.17 ms [2021-01-20 11:53:36 main:574] : INFO : Epoch 2041 | loss: 0.0311199 | val_loss: 0.0311921 | Time: 5676.37 ms [2021-01-20 11:53:41 main:574] : INFO : Epoch 2042 | loss: 0.0311178 | val_loss: 0.0311824 | Time: 5707.47 ms [2021-01-20 11:53:47 main:574] : INFO : Epoch 2043 | loss: 0.0311161 | val_loss: 0.0311966 | Time: 5744.83 ms [2021-01-20 11:53:53 main:574] : INFO : Epoch 2044 | loss: 0.0311153 | val_loss: 0.0311862 | Time: 5746.24 ms [2021-01-20 11:53:59 main:574] : INFO : Epoch 2045 | loss: 0.0311135 | val_loss: 0.0311925 | Time: 5661.69 ms [2021-01-20 11:54:05 main:574] : INFO : Epoch 2046 | loss: 0.0311111 | val_loss: 0.0311872 | Time: 5744.22 ms [2021-01-20 11:54:10 main:574] : INFO : Epoch 2047 | loss: 0.0311114 | val_loss: 0.0311932 | Time: 5782.76 ms [2021-01-20 11:54:16 main:574] : INFO : Epoch 2048 | loss: 0.0311167 | val_loss: 0.0311943 | Time: 5679.72 ms [2021-01-20 11:54:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311943 [2021-01-20 11:54:16 main:603] : INFO : Saving end state to config to file [2021-01-20 11:54:16 main:608] : INFO : Success, exiting.. 11:54:16 (5880): 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)