Task 12960997
| Name | ParityModified-1647043945-19758-0_0 |
| Workunit | 10093084 |
| Created | 12 Mar 2022, 0:12:27 UTC |
| Sent | 13 Mar 2022, 14:46:36 UTC |
| Report deadline | 21 Mar 2022, 14:46:36 UTC |
| Received | 13 Mar 2022, 18:35:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 9 min 30 sec |
| CPU time | 3 hours 8 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.76 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> och 1549 | loss: 0.0309462 | val_loss: 0.0311013 | Time: 5464.94 ms [2022-03-13 10:12:33 main:574] : INFO : Epoch 1550 | loss: 0.031986 | val_loss: 0.0319263 | Time: 5525.57 ms [2022-03-13 10:12:39 main:574] : INFO : Epoch 1551 | loss: 0.0319549 | val_loss: 0.03162 | Time: 5544.03 ms [2022-03-13 10:12:44 main:574] : INFO : Epoch 1552 | loss: 0.0313816 | val_loss: 0.0312763 | Time: 5516.98 ms [2022-03-13 10:12:50 main:574] : INFO : Epoch 1553 | loss: 0.0312667 | val_loss: 0.0312554 | Time: 5767.11 ms [2022-03-13 10:12:56 main:574] : INFO : Epoch 1554 | loss: 0.0312535 | val_loss: 0.0312516 | Time: 5441.96 ms [2022-03-13 10:13:01 main:574] : INFO : Epoch 1555 | loss: 0.0312518 | val_loss: 0.0312507 | Time: 5515.45 ms [2022-03-13 10:13:07 main:574] : INFO : Epoch 1556 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 5442.18 ms [2022-03-13 10:13:12 main:574] : INFO : Epoch 1557 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 5519.99 ms [2022-03-13 10:13:18 main:574] : INFO : Epoch 1558 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 5519.99 ms [2022-03-13 10:13:23 main:574] : INFO : Epoch 1559 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 5551 ms [2022-03-13 10:13:29 main:574] : INFO : Epoch 1560 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 5465.32 ms [2022-03-13 10:13:34 main:574] : INFO : Epoch 1561 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 5474.13 ms [2022-03-13 10:13:40 main:574] : INFO : Epoch 1562 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 5458.04 ms [2022-03-13 10:13:45 main:574] : INFO : Epoch 1563 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 5499.17 ms [2022-03-13 10:13:51 main:574] : INFO : Epoch 1564 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 5722.09 ms [2022-03-13 10:13:56 main:574] : INFO : Epoch 1565 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 5545.69 ms [2022-03-13 10:14:02 main:574] : INFO : Epoch 1566 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 5473.28 ms [2022-03-13 10:14:07 main:574] : INFO : Epoch 1567 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 5441.74 ms [2022-03-13 10:14:13 main:574] : INFO : Epoch 1568 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 5566.11 ms [2022-03-13 10:14:18 main:574] : INFO : Epoch 1569 | loss: 0.0312491 | val_loss: 0.0312509 | Time: 5469.34 ms [2022-03-13 10:14:24 main:574] : INFO : Epoch 1570 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 5523.32 ms [2022-03-13 10:14:29 main:574] : INFO : Epoch 1571 | loss: 0.0312474 | val_loss: 0.0312494 | Time: 5549.77 ms [2022-03-13 10:14:35 main:574] : INFO : Epoch 1572 | loss: 0.0312465 | val_loss: 0.0312491 | Time: 5453.73 ms [2022-03-13 10:14:41 main:574] : INFO : Epoch 1573 | loss: 0.0312454 | val_loss: 0.0312486 | Time: 5551.03 ms [2022-03-13 10:14:46 main:574] : INFO : Epoch 1574 | loss: 0.0312441 | val_loss: 0.0312484 | Time: 5698.9 ms [2022-03-13 10:14:52 main:574] : INFO : Epoch 1575 | loss: 0.031243 | val_loss: 0.0312474 | Time: 5957.98 ms [2022-03-13 10:14:58 main:574] : INFO : Epoch 1576 | loss: 0.0312425 | val_loss: 0.0312451 | Time: 5472.21 ms [2022-03-13 10:15:03 main:574] : INFO : Epoch 1577 | loss: 0.0312393 | val_loss: 0.0312414 | Time: 5491.29 ms [2022-03-13 10:15:09 main:574] : INFO : Epoch 1578 | loss: 0.0312354 | val_loss: 0.0312384 | Time: 5494.33 ms [2022-03-13 10:15:14 main:574] : INFO : Epoch 1579 | loss: 0.0312308 | val_loss: 0.0312376 | Time: 5538.2 ms [2022-03-13 10:15:20 main:574] : INFO : Epoch 1580 | loss: 0.0312258 | val_loss: 0.0312289 | Time: 5550.98 ms [2022-03-13 10:15:25 main:574] : INFO : Epoch 1581 | loss: 0.0312118 | val_loss: 0.031205 | Time: 5555.49 ms [2022-03-13 10:15:31 main:574] : INFO : Epoch 1582 | loss: 0.0311896 | val_loss: 0.0311823 | Time: 5522.16 ms [2022-03-13 10:15:36 main:574] : INFO : Epoch 1583 | loss: 0.0311616 | val_loss: 0.0311571 | Time: 5468.98 ms [2022-03-13 10:15:42 main:574] : INFO : Epoch 1584 | loss: 0.0311291 | val_loss: 0.0311327 | Time: 5424.42 ms [2022-03-13 10:15:47 main:574] : INFO : Epoch 1585 | loss: 0.0311001 | val_loss: 0.0310973 | Time: 5570.2 ms [2022-03-13 10:15:53 main:574] : INFO : Epoch 1586 | loss: 0.0310765 | val_loss: 0.031072 | Time: 5523.65 ms [2022-03-13 10:15:58 main:574] : INFO : Epoch 1587 | loss: 0.031059 | val_loss: 0.0310635 | Time: 5506.07 ms [2022-03-13 10:16:04 main:574] : INFO : Epoch 1588 | loss: 0.0310452 | val_loss: 0.0310571 | Time: 5468.37 ms [2022-03-13 10:16:09 main:574] : INFO : Epoch 1589 | loss: 0.0310326 | val_loss: 0.0310512 | Time: 5519.86 ms [2022-03-13 10:16:15 main:574] : INFO : Epoch 1590 | loss: 0.031024 | val_loss: 0.0310403 | Time: 5521.76 ms [2022-03-13 10:16:20 main:574] : INFO : Epoch 1591 | loss: 0.0310146 | val_loss: 0.0310354 | Time: 5508.44 ms [2022-03-13 10:16:26 main:574] : INFO : Epoch 1592 | loss: 0.031005 | val_loss: 0.0310314 | Time: 5464.6 ms [2022-03-13 10:16:31 main:574] : INFO : Epoch 1593 | loss: 0.0310043 | val_loss: 0.0310333 | Time: 5502.35 ms [2022-03-13 10:16:37 main:574] : INFO : Epoch 1594 | loss: 0.030999 | val_loss: 0.0310359 | Time: 5534.72 ms [2022-03-13 10:16:43 main:574] : INFO : Epoch 1595 | loss: 0.0309958 | val_loss: 0.031024 | Time: 5547.63 ms [2022-03-13 10:16:48 main:574] : INFO : Epoch 1596 | loss: 0.0309921 | val_loss: 0.0310222 | Time: 5546.97 ms [2022-03-13 10:16:54 main:574] : INFO : Epoch 1597 | loss: 0.0309892 | val_loss: 0.0310267 | Time: 5519.68 ms [2022-03-13 10:16:59 main:574] : INFO : Epoch 1598 | loss: 0.0309931 | val_loss: 0.0310482 | Time: 5446.91 ms [2022-03-13 10:17:05 main:574] : INFO : Epoch 1599 | loss: 0.0309841 | val_loss: 0.0310155 | Time: 5497.26 ms [2022-03-13 10:17:10 main:574] : INFO : Epoch 1600 | loss: 0.030976 | val_loss: 0.0310157 | Time: 5475.8 ms [2022-03-13 10:17:16 main:574] : INFO : Epoch 1601 | loss: 0.0309748 | val_loss: 0.0310137 | Time: 5500.54 ms [2022-03-13 10:17:21 main:574] : INFO : Epoch 1602 | loss: 0.0309715 | val_loss: 0.0310123 | Time: 5438.76 ms [2022-03-13 10:17:26 main:574] : INFO : Epoch 1603 | loss: 0.0309688 | val_loss: 0.0310128 | Time: 5453.37 ms [2022-03-13 10:17:32 main:574] : INFO : Epoch 1604 | loss: 0.0309672 | val_loss: 0.0310138 | Time: 5484.66 ms [2022-03-13 10:17:37 main:574] : INFO : Epoch 1605 | loss: 0.0309638 | val_loss: 0.0310132 | Time: 5504.02 ms [2022-03-13 10:17:43 main:574] : INFO : Epoch 1606 | loss: 0.0309624 | val_loss: 0.0310124 | Time: 5593.52 ms [2022-03-13 10:17:49 main:574] : INFO : Epoch 1607 | loss: 0.0309617 | val_loss: 0.0310084 | Time: 5454.08 ms [2022-03-13 10:17:54 main:574] : INFO : Epoch 1608 | loss: 0.0309683 | val_loss: 0.0310202 | Time: 5488.32 ms [2022-03-13 10:18:00 main:574] : INFO : Epoch 1609 | loss: 0.0309636 | val_loss: 0.0310093 | Time: 5551.56 ms [2022-03-13 10:18:05 main:574] : INFO : Epoch 1610 | loss: 0.0309629 | val_loss: 0.031002 | Time: 5646.19 ms [2022-03-13 10:18:11 main:574] : INFO : Epoch 1611 | loss: 0.030956 | val_loss: 0.031002 | Time: 5483.27 ms [2022-03-13 10:18:16 main:574] : INFO : Epoch 1612 | loss: 0.030952 | val_loss: 0.0310131 | Time: 5455.62 ms [2022-03-13 10:18:22 main:574] : INFO : Epoch 1613 | loss: 0.0309583 | val_loss: 0.0310094 | Time: 5438.86 ms [2022-03-13 10:18:27 main:574] : INFO : Epoch 1614 | loss: 0.0309577 | val_loss: 0.0310113 | Time: 5529.14 ms [2022-03-13 10:18:33 main:574] : INFO : Epoch 1615 | loss: 0.0309542 | val_loss: 0.0310056 | Time: 5450.48 ms [2022-03-13 10:18:38 main:574] : INFO : Epoch 1616 | loss: 0.0309482 | val_loss: 0.0310015 | Time: 5498.38 ms [2022-03-13 10:18:44 main:574] : INFO : Epoch 1617 | loss: 0.0309461 | val_loss: 0.0310077 | Time: 5382.9 ms [2022-03-13 10:18:49 main:574] : INFO : Epoch 1618 | loss: 0.0309481 | val_loss: 0.0310036 | Time: 5539.15 ms [2022-03-13 10:18:55 main:574] : INFO : Epoch 1619 | loss: 0.0309505 | val_loss: 0.0310079 | Time: 5458.96 ms [2022-03-13 10:19:00 main:574] : INFO : Epoch 1620 | loss: 0.0309493 | val_loss: 0.0310009 | Time: 5406.34 ms [2022-03-13 10:19:06 main:574] : INFO : Epoch 1621 | loss: 0.030947 | val_loss: 0.0309971 | Time: 5541.42 ms [2022-03-13 10:19:11 main:574] : INFO : Epoch 1622 | loss: 0.0309466 | val_loss: 0.0310038 | Time: 5580.63 ms [2022-03-13 10:19:17 main:574] : INFO : Epoch 1623 | loss: 0.0309463 | val_loss: 0.0310023 | Time: 5493.93 ms [2022-03-13 10:19:22 main:574] : INFO : Epoch 1624 | loss: 0.0309501 | val_loss: 0.0310149 | Time: 5467.15 ms [2022-03-13 10:19:28 main:574] : INFO : Epoch 1625 | loss: 0.0309441 | val_loss: 0.0310006 | Time: 5549.58 ms [2022-03-13 10:19:33 main:574] : INFO : Epoch 1626 | loss: 0.0309382 | val_loss: 0.0310035 | Time: 5404.24 ms [2022-03-13 10:19:39 main:574] : INFO : Epoch 1627 | loss: 0.0309362 | val_loss: 0.0310098 | Time: 5529.69 ms [2022-03-13 10:19:44 main:574] : INFO : Epoch 1628 | loss: 0.0309434 | val_loss: 0.0309964 | Time: 5538.56 ms [2022-03-13 10:19:50 main:574] : INFO : Epoch 1629 | loss: 0.0309437 | val_loss: 0.0310011 | Time: 5485.41 ms [2022-03-13 10:19:55 main:574] : INFO : Epoch 1630 | loss: 0.0309405 | val_loss: 0.0310037 | Time: 5503.71 ms [2022-03-13 10:20:01 main:574] : INFO : Epoch 1631 | loss: 0.030937 | val_loss: 0.0310053 | Time: 5432.79 ms [2022-03-13 10:20:06 main:574] : INFO : Epoch 1632 | loss: 0.0309393 | val_loss: 0.0309913 | Time: 5538.04 ms [2022-03-13 10:20:12 main:574] : INFO : Epoch 1633 | loss: 0.0309357 | val_loss: 0.0310042 | Time: 5543.39 ms [2022-03-13 10:20:17 main:574] : INFO : Epoch 1634 | loss: 0.030937 | val_loss: 0.0310071 | Time: 5514.9 ms [2022-03-13 10:20:23 main:574] : INFO : Epoch 1635 | loss: 0.030931 | val_loss: 0.03099 | Time: 5488.08 ms [2022-03-13 10:20:28 main:574] : INFO : Epoch 1636 | loss: 0.0309297 | val_loss: 0.0309954 | Time: 5473.78 ms [2022-03-13 10:20:34 main:574] : INFO : Epoch 1637 | loss: 0.030933 | val_loss: 0.0309946 | Time: 5558.81 ms [2022-03-13 10:20:39 main:574] : INFO : Epoch 1638 | loss: 0.0309265 | val_loss: 0.0309969 | Time: 5591.38 ms [2022-03-13 10:20:45 main:574] : INFO : Epoch 1639 | loss: 0.0309258 | val_loss: 0.0309982 | Time: 5494.77 ms [2022-03-13 10:20:50 main:574] : INFO : Epoch 1640 | loss: 0.0309228 | val_loss: 0.0309917 | Time: 5492.13 ms [2022-03-13 10:20:56 main:574] : INFO : Epoch 1641 | loss: 0.0309234 | val_loss: 0.0309983 | Time: 5484.72 ms [2022-03-13 10:21:01 main:574] : INFO : Epoch 1642 | loss: 0.0309249 | val_loss: 0.0309915 | Time: 5424.73 ms [2022-03-13 10:21:07 main:574] : INFO : Epoch 1643 | loss: 0.0309249 | val_loss: 0.0309861 | Time: 5584.31 ms [2022-03-13 10:21:12 main:574] : INFO : Epoch 1644 | loss: 0.0309266 | val_loss: 0.0309827 | Time: 5483.13 ms [2022-03-13 10:21:18 main:574] : INFO : Epoch 1645 | loss: 0.0309225 | val_loss: 0.0309763 | Time: 5570.79 ms [2022-03-13 10:21:23 main:574] : INFO : Epoch 1646 | loss: 0.0309276 | val_loss: 0.0310002 | Time: 5472.86 ms [2022-03-13 10:21:29 main:574] : INFO : Epoch 1647 | loss: 0.0309262 | val_loss: 0.0309881 | Time: 5506.64 ms [2022-03-13 10:21:34 main:574] : INFO : Epoch 1648 | loss: 0.0309178 | val_loss: 0.0309905 | Time: 5489.21 ms [2022-03-13 10:21:40 main:574] : INFO : Epoch 1649 | loss: 0.0309135 | val_loss: 0.0309876 | Time: 5346.45 ms [2022-03-13 10:21:46 main:574] : INFO : Epoch 1650 | loss: 0.0309203 | val_loss: 0.0309988 | Time: 6046.24 ms [2022-03-13 10:21:52 main:574] : INFO : Epoch 1651 | loss: 0.0309244 | val_loss: 0.0309955 | Time: 5694.1 ms [2022-03-13 10:21:57 main:574] : INFO : Epoch 1652 | loss: 0.0309305 | val_loss: 0.0309971 | Time: 5482.24 ms [2022-03-13 10:22:03 main:574] : INFO : Epoch 1653 | loss: 0.0309237 | val_loss: 0.0309839 | Time: 5495.7 ms [2022-03-13 10:22:08 main:574] : INFO : Epoch 1654 | loss: 0.0309175 | val_loss: 0.030994 | Time: 5521.6 ms [2022-03-13 10:22:14 main:574] : INFO : Epoch 1655 | loss: 0.0309113 | val_loss: 0.0309953 | Time: 5504.82 ms [2022-03-13 10:22:19 main:574] : INFO : Epoch 1656 | loss: 0.0309152 | val_loss: 0.0309897 | Time: 5476.1 ms [2022-03-13 10:22:25 main:574] : INFO : Epoch 1657 | loss: 0.0309159 | val_loss: 0.0309867 | Time: 5495.31 ms [2022-03-13 10:22:30 main:574] : INFO : Epoch 1658 | loss: 0.0309136 | val_loss: 0.0309865 | Time: 5556.02 ms [2022-03-13 10:22:36 main:574] : INFO : Epoch 1659 | loss: 0.0309103 | val_loss: 0.0309924 | Time: 5484.23 ms [2022-03-13 10:22:41 main:574] : INFO : Epoch 1660 | loss: 0.0309113 | val_loss: 0.030989 | Time: 5525.17 ms [2022-03-13 10:22:47 main:574] : INFO : Epoch 1661 | loss: 0.0309157 | val_loss: 0.0309872 | Time: 5474.78 ms [2022-03-13 10:22:52 main:574] : INFO : Epoch 1662 | loss: 0.0309225 | val_loss: 0.0309902 | Time: 5507.05 ms [2022-03-13 10:22:58 main:574] : INFO : Epoch 1663 | loss: 0.0309155 | val_loss: 0.0309786 | Time: 5432.07 ms [2022-03-13 10:23:03 main:574] : INFO : Epoch 1664 | loss: 0.0309146 | val_loss: 0.0309789 | Time: 5484.28 ms [2022-03-13 10:23:09 main:574] : INFO : Epoch 1665 | loss: 0.0309061 | val_loss: 0.0309779 | Time: 5518.98 ms [2022-03-13 10:23:14 main:574] : INFO : Epoch 1666 | loss: 0.0309047 | val_loss: 0.030978 | Time: 5532.1 ms [2022-03-13 10:23:20 main:574] : INFO : Epoch 1667 | loss: 0.0309023 | val_loss: 0.030985 | Time: 5473.84 ms [2022-03-13 10:23:25 main:574] : INFO : Epoch 1668 | loss: 0.0308995 | val_loss: 0.0309826 | Time: 5441.59 ms [2022-03-13 10:23:31 main:574] : INFO : Epoch 1669 | loss: 0.0309135 | val_loss: 0.0309759 | Time: 5576.7 ms [2022-03-13 10:23:36 main:574] : INFO : Epoch 1670 | loss: 0.0309079 | val_loss: 0.0309775 | Time: 5480.47 ms [2022-03-13 10:23:42 main:574] : INFO : Epoch 1671 | loss: 0.0309065 | val_loss: 0.0309864 | Time: 5465.54 ms [2022-03-13 10:23:47 main:574] : INFO : Epoch 1672 | loss: 0.030922 | val_loss: 0.0309876 | Time: 5485.4 ms [2022-03-13 10:23:53 main:574] : INFO : Epoch 1673 | loss: 0.0309127 | val_loss: 0.0309695 | Time: 5462.89 ms [2022-03-13 10:23:58 main:574] : INFO : Epoch 1674 | loss: 0.0309023 | val_loss: 0.0309785 | Time: 5489.62 ms [2022-03-13 10:24:04 main:574] : INFO : Epoch 1675 | loss: 0.0309017 | val_loss: 0.0309704 | Time: 5497.01 ms [2022-03-13 10:24:09 main:574] : INFO : Epoch 1676 | loss: 0.0308992 | val_loss: 0.0309804 | Time: 5473.05 ms [2022-03-13 10:24:15 main:574] : INFO : Epoch 1677 | loss: 0.0309067 | val_loss: 0.0309896 | Time: 5484.78 ms [2022-03-13 10:24:20 main:574] : INFO : Epoch 1678 | loss: 0.0309051 | val_loss: 0.0309716 | Time: 5587.77 ms [2022-03-13 10:24:26 main:574] : INFO : Epoch 1679 | loss: 0.0308981 | val_loss: 0.0309747 | Time: 5569.01 ms [2022-03-13 10:24:31 main:574] : INFO : Epoch 1680 | loss: 0.0308909 | val_loss: 0.0309743 | Time: 5564.06 ms [2022-03-13 10:24:37 main:574] : INFO : Epoch 1681 | loss: 0.0308858 | val_loss: 0.0309891 | Time: 5552.59 ms [2022-03-13 10:24:42 main:574] : INFO : Epoch 1682 | loss: 0.0308862 | val_loss: 0.030976 | Time: 5560.28 ms [2022-03-13 10:24:48 main:574] : INFO : Epoch 1683 | loss: 0.0308844 | val_loss: 0.0309848 | Time: 5512.38 ms [2022-03-13 10:24:54 main:574] : INFO : Epoch 1684 | loss: 0.0308858 | val_loss: 0.0309816 | Time: 5549.01 ms [2022-03-13 10:24:59 main:574] : INFO : Epoch 1685 | loss: 0.0308917 | val_loss: 0.0309733 | Time: 5473.39 ms [2022-03-13 10:25:04 main:574] : INFO : Epoch 1686 | loss: 0.0309073 | val_loss: 0.0309781 | Time: 5488.59 ms [2022-03-13 10:25:10 main:574] : INFO : Epoch 1687 | loss: 0.0308953 | val_loss: 0.0309778 | Time: 5499.57 ms [2022-03-13 10:25:15 main:574] : INFO : Epoch 1688 | loss: 0.0308834 | val_loss: 0.0309677 | Time: 5497.89 ms [2022-03-13 10:25:21 main:574] : INFO : Epoch 1689 | loss: 0.0308749 | val_loss: 0.0309839 | Time: 5444.87 ms [2022-03-13 10:25:26 main:574] : INFO : Epoch 1690 | loss: 0.0308812 | val_loss: 0.0309664 | Time: 5531.02 ms [2022-03-13 10:25:32 main:574] : INFO : Epoch 1691 | loss: 0.0308784 | val_loss: 0.0309755 | Time: 5500.92 ms [2022-03-13 10:25:38 main:574] : INFO : Epoch 1692 | loss: 0.0308798 | val_loss: 0.0309736 | Time: 5541.29 ms [2022-03-13 10:25:43 main:574] : INFO : Epoch 1693 | loss: 0.0308908 | val_loss: 0.0309743 | Time: 5528.31 ms [2022-03-13 10:25:49 main:574] : INFO : Epoch 1694 | loss: 0.0309017 | val_loss: 0.0309787 | Time: 6012.9 ms [2022-03-13 10:25:55 main:574] : INFO : Epoch 1695 | loss: 0.0308873 | val_loss: 0.030973 | Time: 5548.61 ms [2022-03-13 10:26:00 main:574] : INFO : Epoch 1696 | loss: 0.0308765 | val_loss: 0.0309748 | Time: 5666.26 ms [2022-03-13 10:26:06 main:574] : INFO : Epoch 1697 | loss: 0.0308752 | val_loss: 0.0309917 | Time: 5454.24 ms [2022-03-13 10:26:11 main:574] : INFO : Epoch 1698 | loss: 0.0308882 | val_loss: 0.0309752 | Time: 5542.67 ms [2022-03-13 10:26:17 main:574] : INFO : Epoch 1699 | loss: 0.0308809 | val_loss: 0.0309793 | Time: 5496.3 ms [2022-03-13 10:26:22 main:574] : INFO : Epoch 1700 | loss: 0.0308681 | val_loss: 0.030977 | Time: 5490.47 ms [2022-03-13 10:26:28 main:574] : INFO : Epoch 1701 | loss: 0.0308724 | val_loss: 0.030976 | Time: 5511.12 ms [2022-03-13 10:26:33 main:574] : INFO : Epoch 1702 | loss: 0.0308775 | val_loss: 0.0309736 | Time: 5452.05 ms [2022-03-13 10:26:39 main:574] : INFO : Epoch 1703 | loss: 0.0308691 | val_loss: 0.030973 | Time: 5574.58 ms [2022-03-13 10:26:45 main:574] : INFO : Epoch 1704 | loss: 0.030876 | val_loss: 0.0309773 | Time: 5613.34 ms [2022-03-13 10:26:50 main:574] : INFO : Epoch 1705 | loss: 0.0308774 | val_loss: 0.0309719 | Time: 5431.32 ms [2022-03-13 10:26:56 main:574] : INFO : Epoch 1706 | loss: 0.0308731 | val_loss: 0.0309731 | Time: 5533.03 ms [2022-03-13 10:27:01 main:574] : INFO : Epoch 1707 | loss: 0.0309227 | val_loss: 0.03099 | Time: 5498.01 ms [2022-03-13 10:27:06 main:574] : INFO : Epoch 1708 | loss: 0.0309257 | val_loss: 0.0309673 | Time: 5401.71 ms [2022-03-13 10:27:12 main:574] : INFO : Epoch 1709 | loss: 0.0309076 | val_loss: 0.0309738 | Time: 5548.6 ms [2022-03-13 10:27:17 main:574] : INFO : Epoch 1710 | loss: 0.0308915 | val_loss: 0.0309709 | Time: 5528.09 ms [2022-03-13 10:27:23 main:574] : INFO : Epoch 1711 | loss: 0.0308926 | val_loss: 0.0309659 | Time: 5531.82 ms [2022-03-13 10:27:29 main:574] : INFO : Epoch 1712 | loss: 0.0308855 | val_loss: 0.0309609 | Time: 5514.39 ms [2022-03-13 10:27:34 main:574] : INFO : Epoch 1713 | loss: 0.0308861 | val_loss: 0.0309591 | Time: 5521.38 ms [2022-03-13 10:27:40 main:574] : INFO : Epoch 1714 | loss: 0.0309051 | val_loss: 0.0309706 | Time: 5494.59 ms [2022-03-13 10:27:45 main:574] : INFO : Epoch 1715 | loss: 0.0308905 | val_loss: 0.0309584 | Time: 5680.85 ms [2022-03-13 10:27:51 main:574] : INFO : Epoch 1716 | loss: 0.0308816 | val_loss: 0.0309591 | Time: 5659.23 ms [2022-03-13 10:27:56 main:574] : INFO : Epoch 1717 | loss: 0.0308759 | val_loss: 0.030951 | Time: 5558.87 ms [2022-03-13 10:28:02 main:574] : INFO : Epoch 1718 | loss: 0.0308746 | val_loss: 0.0309641 | Time: 5530.31 ms [2022-03-13 10:28:08 main:574] : INFO : Epoch 1719 | loss: 0.0308708 | val_loss: 0.0309613 | Time: 5454.34 ms [2022-03-13 10:28:13 main:574] : INFO : Epoch 1720 | loss: 0.0308663 | val_loss: 0.0309564 | Time: 5539.65 ms [2022-03-13 10:28:19 main:574] : INFO : Epoch 1721 | loss: 0.0308644 | val_loss: 0.0309656 | Time: 5532.61 ms [2022-03-13 10:28:24 main:574] : INFO : Epoch 1722 | loss: 0.0308642 | val_loss: 0.0309662 | Time: 5536.51 ms [2022-03-13 10:28:30 main:574] : INFO : Epoch 1723 | loss: 0.0308626 | val_loss: 0.0309626 | Time: 5464.47 ms [2022-03-13 10:28:35 main:574] : INFO : Epoch 1724 | loss: 0.0308631 | val_loss: 0.0309626 | Time: 5555.76 ms [2022-03-13 10:28:41 main:574] : INFO : Epoch 1725 | loss: 0.0308647 | val_loss: 0.03096 | Time: 5468.99 ms [2022-03-13 10:28:46 main:574] : INFO : Epoch 1726 | loss: 0.0308628 | val_loss: 0.0309582 | Time: 5512.4 ms [2022-03-13 10:28:52 main:574] : INFO : Epoch 1727 | loss: 0.0308645 | val_loss: 0.0309736 | Time: 5648.66 ms [2022-03-13 10:28:57 main:574] : INFO : Epoch 1728 | loss: 0.0308707 | val_loss: 0.0309492 | Time: 5476.39 ms [2022-03-13 10:29:03 main:574] : INFO : Epoch 1729 | loss: 0.0308628 | val_loss: 0.0309609 | Time: 5515.24 ms [2022-03-13 10:29:08 main:574] : INFO : Epoch 1730 | loss: 0.0308535 | val_loss: 0.0309561 | Time: 5494.48 ms [2022-03-13 10:29:14 main:574] : INFO : Epoch 1731 | loss: 0.0308526 | val_loss: 0.0309592 | Time: 5518.91 ms [2022-03-13 10:29:19 main:574] : INFO : Epoch 1732 | loss: 0.0308556 | val_loss: 0.0309425 | Time: 5537.81 ms [2022-03-13 10:29:25 main:574] : INFO : Epoch 1733 | loss: 0.0308494 | val_loss: 0.0309414 | Time: 5531.52 ms [2022-03-13 10:29:30 main:574] : INFO : Epoch 1734 | loss: 0.030851 | val_loss: 0.03094 | Time: 5536.41 ms [2022-03-13 10:29:36 main:574] : INFO : Epoch 1735 | loss: 0.0308452 | val_loss: 0.0309587 | Time: 5550.95 ms [2022-03-13 10:29:42 main:574] : INFO : Epoch 1736 | loss: 0.0308461 | val_loss: 0.0309427 | Time: 5478.5 ms [2022-03-13 10:29:47 main:574] : INFO : Epoch 1737 | loss: 0.0308432 | val_loss: 0.0309413 | Time: 5609.92 ms [2022-03-13 10:29:53 main:574] : INFO : Epoch 1738 | loss: 0.0308503 | val_loss: 0.030944 | Time: 5957.53 ms [2022-03-13 10:29:59 main:574] : INFO : Epoch 1739 | loss: 0.0308542 | val_loss: 0.0309599 | Time: 5583.02 ms [2022-03-13 10:30:04 main:574] : INFO : Epoch 1740 | loss: 0.0308418 | val_loss: 0.0309564 | Time: 5493.47 ms [2022-03-13 10:30:10 main:574] : INFO : Epoch 1741 | loss: 0.0308389 | val_loss: 0.0309423 | Time: 5519.59 ms [2022-03-13 10:30:15 main:574] : INFO : Epoch 1742 | loss: 0.0308453 | val_loss: 0.0309502 | Time: 5533.56 ms [2022-03-13 10:30:21 main:574] : INFO : Epoch 1743 | loss: 0.0308477 | val_loss: 0.0309423 | Time: 5508.64 ms [2022-03-13 10:30:26 main:574] : INFO : Epoch 1744 | loss: 0.0308393 | val_loss: 0.0309405 | Time: 5504.42 ms [2022-03-13 10:30:32 main:574] : INFO : Epoch 1745 | loss: 0.0308483 | val_loss: 0.030941 | Time: 5543.52 ms [2022-03-13 10:30:37 main:574] : INFO : Epoch 1746 | loss: 0.0308488 | val_loss: 0.0309446 | Time: 5381.6 ms [2022-03-13 10:30:43 main:574] : INFO : Epoch 1747 | loss: 0.030849 | val_loss: 0.0309339 | Time: 5648.81 ms [2022-03-13 10:30:49 main:574] : INFO : Epoch 1748 | loss: 0.030832 | val_loss: 0.0309297 | Time: 5815.84 ms [2022-03-13 10:30:54 main:574] : INFO : Epoch 1749 | loss: 0.0308375 | val_loss: 0.0309393 | Time: 5541.26 ms [2022-03-13 10:31:00 main:574] : INFO : Epoch 1750 | loss: 0.0308309 | val_loss: 0.0309447 | Time: 5480.82 ms [2022-03-13 10:31:05 main:574] : INFO : Epoch 1751 | loss: 0.0308341 | val_loss: 0.0309434 | Time: 5538.04 ms [2022-03-13 10:31:11 main:574] : INFO : Epoch 1752 | loss: 0.0308444 | val_loss: 0.0309184 | Time: 5426.63 ms [2022-03-13 10:31:16 main:574] : INFO : Epoch 1753 | loss: 0.0308408 | val_loss: 0.0309387 | Time: 5490.5 ms [2022-03-13 10:31:22 main:574] : INFO : Epoch 1754 | loss: 0.0308296 | val_loss: 0.0309387 | Time: 5545.57 ms [2022-03-13 10:31:27 main:574] : INFO : Epoch 1755 | loss: 0.0308289 | val_loss: 0.0309247 | Time: 5471.38 ms [2022-03-13 10:31:33 main:574] : INFO : Epoch 1756 | loss: 0.0308316 | val_loss: 0.0309096 | Time: 5500.62 ms [2022-03-13 10:31:38 main:574] : INFO : Epoch 1757 | loss: 0.0308338 | val_loss: 0.0309365 | Time: 5465.74 ms [2022-03-13 10:31:44 main:574] : INFO : Epoch 1758 | loss: 0.0308416 | val_loss: 0.0309262 | Time: 5456.83 ms [2022-03-13 10:31:49 main:574] : INFO : Epoch 1759 | loss: 0.0308396 | val_loss: 0.0309262 | Time: 5489.56 ms [2022-03-13 10:31:55 main:574] : INFO : Epoch 1760 | loss: 0.0308309 | val_loss: 0.0309237 | Time: 5514.02 ms [2022-03-13 10:32:00 main:574] : INFO : Epoch 1761 | loss: 0.0308204 | val_loss: 0.0309327 | Time: 5449.66 ms [2022-03-13 10:32:06 main:574] : INFO : Epoch 1762 | loss: 0.0308115 | val_loss: 0.0309233 | Time: 5469.86 ms [2022-03-13 10:32:11 main:574] : INFO : Epoch 1763 | loss: 0.0308212 | val_loss: 0.0309168 | Time: 5428.68 ms [2022-03-13 10:32:17 main:574] : INFO : Epoch 1764 | loss: 0.0308296 | val_loss: 0.0309373 | Time: 5505.74 ms [2022-03-13 10:32:22 main:574] : INFO : Epoch 1765 | loss: 0.0308276 | val_loss: 0.0309221 | Time: 5540.39 ms [2022-03-13 10:32:28 main:574] : INFO : Epoch 1766 | loss: 0.0308214 | val_loss: 0.0309229 | Time: 5436.65 ms [2022-03-13 10:32:33 main:574] : INFO : Epoch 1767 | loss: 0.0308287 | val_loss: 0.0309188 | Time: 5552.82 ms [2022-03-13 10:32:39 main:574] : INFO : Epoch 1768 | loss: 0.0308223 | val_loss: 0.030909 | Time: 5497.03 ms [2022-03-13 10:32:44 main:574] : INFO : Epoch 1769 | loss: 0.0308137 | val_loss: 0.0309082 | Time: 5551.8 ms [2022-03-13 10:32:50 main:574] : INFO : Epoch 1770 | loss: 0.0308143 | val_loss: 0.0309186 | Time: 5467.27 ms [2022-03-13 10:32:55 main:574] : INFO : Epoch 1771 | loss: 0.0308172 | val_loss: 0.0309175 | Time: 5458.87 ms [2022-03-13 10:33:01 main:574] : INFO : Epoch 1772 | loss: 0.0308239 | val_loss: 0.0309372 | Time: 5482.69 ms [2022-03-13 10:33:06 main:574] : INFO : Epoch 1773 | loss: 0.0308153 | val_loss: 0.0309434 | Time: 5511.45 ms [2022-03-13 10:33:12 main:574] : INFO : Epoch 1774 | loss: 0.0308174 | val_loss: 0.0309108 | Time: 5467.28 ms [2022-03-13 10:33:17 main:574] : INFO : Epoch 1775 | loss: 0.0308068 | val_loss: 0.030914 | Time: 5424.07 ms [2022-03-13 10:33:23 main:574] : INFO : Epoch 1776 | loss: 0.0308157 | val_loss: 0.0309237 | Time: 5464.54 ms [2022-03-13 10:33:28 main:574] : INFO : Epoch 1777 | loss: 0.0307989 | val_loss: 0.0309049 | Time: 5493.22 ms [2022-03-13 10:33:34 main:574] : INFO : Epoch 1778 | loss: 0.0308868 | val_loss: 0.0309583 | Time: 5460.71 ms [2022-03-13 10:33:39 main:574] : INFO : Epoch 1779 | loss: 0.0309164 | val_loss: 0.0309509 | Time: 5587.54 ms [2022-03-13 10:33:45 main:574] : INFO : Epoch 1780 | loss: 0.0308738 | val_loss: 0.0309134 | Time: 5464.62 ms [2022-03-13 10:33:50 main:574] : INFO : Epoch 1781 | loss: 0.0308507 | val_loss: 0.03091 | Time: 5528.42 ms [2022-03-13 10:33:56 main:574] : INFO : Epoch 1782 | loss: 0.0308396 | val_loss: 0.0309134 | Time: 5482.42 ms [2022-03-13 10:34:01 main:574] : INFO : Epoch 1783 | loss: 0.0308222 | val_loss: 0.0309091 | Time: 5518.52 ms [2022-03-13 10:34:07 main:574] : INFO : Epoch 1784 | loss: 0.0308173 | val_loss: 0.0309117 | Time: 5462.2 ms [2022-03-13 10:34:12 main:574] : INFO : Epoch 1785 | loss: 0.0308047 | val_loss: 0.0309107 | Time: 5485.85 ms [2022-03-13 10:34:18 main:574] : INFO : Epoch 1786 | loss: 0.0307969 | val_loss: 0.0309012 | Time: 5470.98 ms [2022-03-13 10:34:23 main:574] : INFO : Epoch 1787 | loss: 0.030789 | val_loss: 0.0309094 | Time: 5512.17 ms [2022-03-13 10:34:29 main:574] : INFO : Epoch 1788 | loss: 0.0308005 | val_loss: 0.0308993 | Time: 5485.89 ms [2022-03-13 10:34:34 main:574] : INFO : Epoch 1789 | loss: 0.0308177 | val_loss: 0.0309021 | Time: 5605.08 ms [2022-03-13 10:34:40 main:574] : INFO : Epoch 1790 | loss: 0.0308026 | val_loss: 0.0308833 | Time: 5569.33 ms [2022-03-13 10:34:46 main:574] : INFO : Epoch 1791 | loss: 0.03079 | val_loss: 0.0308871 | Time: 5830.96 ms [2022-03-13 10:34:51 main:574] : INFO : Epoch 1792 | loss: 0.0307941 | val_loss: 0.0308959 | Time: 5492.73 ms [2022-03-13 10:34:57 main:574] : INFO : Epoch 1793 | loss: 0.0307791 | val_loss: 0.0308722 | Time: 5568.25 ms [2022-03-13 10:35:02 main:574] : INFO : Epoch 1794 | loss: 0.0307659 | val_loss: 0.030871 | Time: 5481.77 ms [2022-03-13 10:35:08 main:574] : INFO : Epoch 1795 | loss: 0.0307576 | val_loss: 0.0308686 | Time: 5546.65 ms [2022-03-13 10:35:13 main:574] : INFO : Epoch 1796 | loss: 0.0307478 | val_loss: 0.0308469 | Time: 5586.43 ms [2022-03-13 10:35:19 main:574] : INFO : Epoch 1797 | loss: 0.0307098 | val_loss: 0.0307131 | Time: 5543.83 ms [2022-03-13 10:35:24 main:574] : INFO : Epoch 1798 | loss: 0.0303783 | val_loss: 0.0306763 | Time: 5525.99 ms [2022-03-13 10:35:30 main:574] : INFO : Epoch 1799 | loss: 0.0286569 | val_loss: 0.0248389 | Time: 5518.25 ms [2022-03-13 10:35:36 main:574] : INFO : Epoch 1800 | loss: 0.020849 | val_loss: 0.0152696 | Time: 5602.64 ms [2022-03-13 10:35:41 main:574] : INFO : Epoch 1801 | loss: 0.0117017 | val_loss: 0.0090753 | Time: 5544.16 ms [2022-03-13 10:35:47 main:574] : INFO : Epoch 1802 | loss: 0.00795048 | val_loss: 0.00691004 | Time: 5632.97 ms [2022-03-13 10:35:52 main:574] : INFO : Epoch 1803 | loss: 0.00625937 | val_loss: 0.00577354 | Time: 5540.06 ms [2022-03-13 10:35:58 main:574] : INFO : Epoch 1804 | loss: 0.0053149 | val_loss: 0.00490043 | Time: 5527.4 ms [2022-03-13 10:36:03 main:574] : INFO : Epoch 1805 | loss: 0.00539946 | val_loss: 0.00419988 | Time: 5585.67 ms [2022-03-13 10:36:09 main:574] : INFO : Epoch 1806 | loss: 0.0035613 | val_loss: 0.00305021 | Time: 5604.27 ms [2022-03-13 10:36:15 main:574] : INFO : Epoch 1807 | loss: 0.00285448 | val_loss: 0.00259742 | Time: 5509.28 ms [2022-03-13 10:36:20 main:574] : INFO : Epoch 1808 | loss: 0.00250403 | val_loss: 0.00236494 | Time: 5584.52 ms [2022-03-13 10:36:26 main:574] : INFO : Epoch 1809 | loss: 0.0022312 | val_loss: 0.00204007 | Time: 5549.16 ms [2022-03-13 10:36:31 main:574] : INFO : Epoch 1810 | loss: 0.00194937 | val_loss: 0.00182063 | Time: 5550.76 ms [2022-03-13 10:36:37 main:574] : INFO : Epoch 1811 | loss: 0.00173167 | val_loss: 0.00163235 | Time: 5396.94 ms [2022-03-13 10:36:42 main:574] : INFO : Epoch 1812 | loss: 0.00155615 | val_loss: 0.00148437 | Time: 5590.25 ms [2022-03-13 10:36:48 main:574] : INFO : Epoch 1813 | loss: 0.00141352 | val_loss: 0.00135542 | Time: 5736.66 ms [2022-03-13 10:36:54 main:574] : INFO : Epoch 1814 | loss: 0.00128763 | val_loss: 0.00117062 | Time: 5603.83 ms [2022-03-13 10:36:59 main:574] : INFO : Epoch 1815 | loss: 0.00112433 | val_loss: 0.00103917 | Time: 5454.78 ms [2022-03-13 10:37:05 main:574] : INFO : Epoch 1816 | loss: 0.00632615 | val_loss: 0.0058245 | Time: 5526.08 ms [2022-03-13 10:37:10 main:574] : INFO : Epoch 1817 | loss: 0.0114935 | val_loss: 0.0062481 | Time: 5478.92 ms [2022-03-13 10:37:16 main:574] : INFO : Epoch 1818 | loss: 0.00346367 | val_loss: 0.00216435 | Time: 5545.44 ms [2022-03-13 10:37:21 main:574] : INFO : Epoch 1819 | loss: 0.00170623 | val_loss: 0.00135205 | Time: 5546.82 ms [2022-03-13 10:37:27 main:574] : INFO : Epoch 1820 | loss: 0.00121516 | val_loss: 0.00108252 | Time: 5590.34 ms [2022-03-13 10:37:32 main:574] : INFO : Epoch 1821 | loss: 0.00101277 | val_loss: 0.000970485 | Time: 5570.76 ms [2022-03-13 10:37:38 main:574] : INFO : Epoch 1822 | loss: 0.00089764 | val_loss: 0.000853214 | Time: 5515.47 ms [2022-03-13 10:37:44 main:574] : INFO : Epoch 1823 | loss: 0.000814153 | val_loss: 0.000761572 | Time: 5738.93 ms [2022-03-13 10:37:49 main:574] : INFO : Epoch 1824 | loss: 0.000706874 | val_loss: 0.000670293 | Time: 5857.34 ms [2022-03-13 10:37:55 main:574] : INFO : Epoch 1825 | loss: 0.00062733 | val_loss: 0.000611948 | Time: 5653.95 ms [2022-03-13 10:38:01 main:574] : INFO : Epoch 1826 | loss: 0.000559349 | val_loss: 0.000535972 | Time: 5526.19 ms [2022-03-13 10:38:06 main:574] : INFO : Epoch 1827 | loss: 0.0004993 | val_loss: 0.000481248 | Time: 5519.49 ms [2022-03-13 10:38:12 main:574] : INFO : Epoch 1828 | loss: 0.000446505 | val_loss: 0.000432499 | Time: 5524.13 ms [2022-03-13 10:38:17 main:574] : INFO : Epoch 1829 | loss: 0.000403938 | val_loss: 0.000390359 | Time: 5516.7 ms [2022-03-13 10:38:23 main:574] : INFO : Epoch 1830 | loss: 0.000369028 | val_loss: 0.000359039 | Time: 5560.57 ms [2022-03-13 10:38:28 main:574] : INFO : Epoch 1831 | loss: 0.000335833 | val_loss: 0.000332749 | Time: 5531.01 ms [2022-03-13 10:38:34 main:574] : INFO : Epoch 1832 | loss: 0.00032366 | val_loss: 0.000344652 | Time: 5485.02 ms [2022-03-13 10:38:39 main:574] : INFO : Epoch 1833 | loss: 0.000316312 | val_loss: 0.000314645 | Time: 5510.39 ms [2022-03-13 10:38:45 main:574] : INFO : Epoch 1834 | loss: 0.000290252 | val_loss: 0.00028636 | Time: 5554.38 ms [2022-03-13 10:38:50 main:574] : INFO : Epoch 1835 | loss: 0.000268203 | val_loss: 0.000282369 | Time: 5518.97 ms [2022-03-13 10:38:56 main:574] : INFO : Epoch 1836 | loss: 0.000258706 | val_loss: 0.0002646 | Time: 5478.85 ms [2022-03-13 10:39:01 main:574] : INFO : Epoch 1837 | loss: 0.000237856 | val_loss: 0.000242234 | Time: 5451.34 ms [2022-03-13 10:39:07 main:574] : INFO : Epoch 1838 | loss: 0.000224763 | val_loss: 0.000224206 | Time: 5449.67 ms [2022-03-13 10:39:12 main:574] : INFO : Epoch 1839 | loss: 0.000209698 | val_loss: 0.000211707 | Time: 5480.59 ms [2022-03-13 10:39:18 main:574] : INFO : Epoch 1840 | loss: 0.000200289 | val_loss: 0.000204495 | Time: 5544.39 ms [2022-03-13 10:39:23 main:574] : INFO : Epoch 1841 | loss: 0.000193357 | val_loss: 0.00019043 | Time: 5532.91 ms [2022-03-13 10:39:29 main:574] : INFO : Epoch 1842 | loss: 0.000181691 | val_loss: 0.00018384 | Time: 5461.36 ms [2022-03-13 10:39:35 main:574] : INFO : Epoch 1843 | loss: 0.00017528 | val_loss: 0.000177958 | Time: 5837.13 ms [2022-03-13 10:39:41 main:574] : INFO : Epoch 1844 | loss: 0.000172248 | val_loss: 0.000175352 | Time: 5827.87 ms [2022-03-13 10:39:46 main:574] : INFO : Epoch 1845 | loss: 0.000167504 | val_loss: 0.000168545 | Time: 5626.18 ms [2022-03-13 10:39:52 main:574] : INFO : Epoch 1846 | loss: 0.000158287 | val_loss: 0.00016122 | Time: 5526.55 ms [2022-03-13 10:39:57 main:574] : INFO : Epoch 1847 | loss: 0.0001527 | val_loss: 0.000157359 | Time: 5460.66 ms [2022-03-13 10:40:03 main:574] : INFO : Epoch 1848 | loss: 0.000151346 | val_loss: 0.000151766 | Time: 5503.46 ms [2022-03-13 10:40:08 main:574] : INFO : Epoch 1849 | loss: 0.000151796 | val_loss: 0.000158904 | Time: 5544.36 ms [2022-03-13 10:40:14 main:574] : INFO : Epoch 1850 | loss: 0.000146366 | val_loss: 0.000146082 | Time: 5448.21 ms [2022-03-13 10:40:19 main:574] : INFO : Epoch 1851 | loss: 0.000137534 | val_loss: 0.000144064 | Time: 5473.76 ms [2022-03-13 10:40:25 main:574] : INFO : Epoch 1852 | loss: 0.000138752 | val_loss: 0.00013884 | Time: 5481.97 ms [2022-03-13 10:40:30 main:574] : INFO : Epoch 1853 | loss: 0.000137587 | val_loss: 0.000145885 | Time: 5443.78 ms [2022-03-13 10:40:36 main:574] : INFO : Epoch 1854 | loss: 0.000135595 | val_loss: 0.000129375 | Time: 5928.58 ms [2022-03-13 10:40:42 main:574] : INFO : Epoch 1855 | loss: 0.000133448 | val_loss: 0.000140096 | Time: 5612.28 ms [2022-03-13 10:40:47 main:574] : INFO : Epoch 1856 | loss: 0.000125942 | val_loss: 0.000120491 | Time: 5498.98 ms [2022-03-13 10:40:53 main:574] : INFO : Epoch 1857 | loss: 0.000115272 | val_loss: 0.000120428 | Time: 5538.56 ms [2022-03-13 10:40:58 main:574] : INFO : Epoch 1858 | loss: 0.000114064 | val_loss: 0.000115289 | Time: 5566.51 ms [2022-03-13 10:41:04 main:574] : INFO : Epoch 1859 | loss: 0.000113445 | val_loss: 0.000116657 | Time: 5537.34 ms [2022-03-13 10:41:09 main:574] : INFO : Epoch 1860 | loss: 0.000111792 | val_loss: 0.000113338 | Time: 5550.13 ms [2022-03-13 10:41:15 main:574] : INFO : Epoch 1861 | loss: 0.000108387 | val_loss: 0.000107594 | Time: 5487.95 ms [2022-03-13 10:41:20 main:574] : INFO : Epoch 1862 | loss: 0.000103637 | val_loss: 0.000105488 | Time: 5434.27 ms [2022-03-13 10:41:26 main:574] : INFO : Epoch 1863 | loss: 0.000101145 | val_loss: 0.00010504 | Time: 5561.06 ms [2022-03-13 10:41:31 main:574] : INFO : Epoch 1864 | loss: 9.83723e-05 | val_loss: 0.000100315 | Time: 5487.72 ms [2022-03-13 10:41:37 main:574] : INFO : Epoch 1865 | loss: 9.5399e-05 | val_loss: 0.000102527 | Time: 5546.06 ms [2022-03-13 10:41:42 main:574] : INFO : Epoch 1866 | loss: 0.000100488 | val_loss: 9.91425e-05 | Time: 5428.69 ms [2022-03-13 10:41:48 main:574] : INFO : Epoch 1867 | loss: 9.86643e-05 | val_loss: 9.85405e-05 | Time: 5495.64 ms [2022-03-13 10:41:53 main:574] : INFO : Epoch 1868 | loss: 9.95043e-05 | val_loss: 0.000101184 | Time: 5417.06 ms [2022-03-13 10:41:59 main:574] : INFO : Epoch 1869 | loss: 9.18379e-05 | val_loss: 9.40054e-05 | Time: 5503.45 ms [2022-03-13 10:42:04 main:574] : INFO : Epoch 1870 | loss: 9.20622e-05 | val_loss: 9.14437e-05 | Time: 5532.41 ms [2022-03-13 10:42:10 main:574] : INFO : Epoch 1871 | loss: 8.69054e-05 | val_loss: 8.95032e-05 | Time: 5533.11 ms [2022-03-13 10:42:16 main:574] : INFO : Epoch 1872 | loss: 9.88666e-05 | val_loss: 9.77274e-05 | Time: 5562.17 ms [2022-03-13 10:42:21 main:574] : INFO : Epoch 1873 | loss: 8.72333e-05 | val_loss: 8.46267e-05 | Time: 5493.49 ms [2022-03-13 10:42:27 main:574] : INFO : Epoch 1874 | loss: 8.08683e-05 | val_loss: 8.23398e-05 | Time: 5537.09 ms [2022-03-13 10:42:32 main:574] : INFO : Epoch 1875 | loss: 8.08873e-05 | val_loss: 8.13741e-05 | Time: 5560.72 ms [2022-03-13 10:42:38 main:574] : INFO : Epoch 1876 | loss: 7.94774e-05 | val_loss: 8.41365e-05 | Time: 5925.93 ms [2022-03-13 10:42:44 main:574] : INFO : Epoch 1877 | loss: 7.86292e-05 | val_loss: 7.81676e-05 | Time: 5491.14 ms [2022-03-13 10:42:49 main:574] : INFO : Epoch 1878 | loss: 7.80627e-05 | val_loss: 8.60671e-05 | Time: 5424.81 ms [2022-03-13 10:42:55 main:574] : INFO : Epoch 1879 | loss: 8.21912e-05 | val_loss: 8.4464e-05 | Time: 5563.07 ms [2022-03-13 10:43:00 main:574] : INFO : Epoch 1880 | loss: 7.90266e-05 | val_loss: 7.8316e-05 | Time: 5541.95 ms [2022-03-13 10:43:06 main:574] : INFO : Epoch 1881 | loss: 7.58709e-05 | val_loss: 7.38792e-05 | Time: 5520.44 ms [2022-03-13 10:43:11 main:574] : INFO : Epoch 1882 | loss: 7.42768e-05 | val_loss: 8.17582e-05 | Time: 5497.64 ms [2022-03-13 10:43:17 main:574] : INFO : Epoch 1883 | loss: 7.79406e-05 | val_loss: 7.82884e-05 | Time: 5568.26 ms [2022-03-13 10:43:22 main:574] : INFO : Epoch 1884 | loss: 7.27913e-05 | val_loss: 7.60389e-05 | Time: 5575.64 ms [2022-03-13 10:43:28 main:574] : INFO : Epoch 1885 | loss: 7.15718e-05 | val_loss: 7.46191e-05 | Time: 5618.19 ms [2022-03-13 10:43:33 main:574] : INFO : Epoch 1886 | loss: 6.91306e-05 | val_loss: 8.73357e-05 | Time: 5533.71 ms [2022-03-13 10:43:40 main:574] : INFO : Epoch 1887 | loss: 8.27166e-05 | val_loss: 8.71508e-05 | Time: 6020.42 ms [2022-03-13 10:43:45 main:574] : INFO : Epoch 1888 | loss: 7.95913e-05 | val_loss: 8.24671e-05 | Time: 5497.67 ms [2022-03-13 10:43:51 main:574] : INFO : Epoch 1889 | loss: 7.98079e-05 | val_loss: 7.17271e-05 | Time: 5497.18 ms [2022-03-13 10:43:56 main:574] : INFO : Epoch 1890 | loss: 7.46246e-05 | val_loss: 8.0196e-05 | Time: 5481.23 ms [2022-03-13 10:44:02 main:574] : INFO : Epoch 1891 | loss: 8.23209e-05 | val_loss: 9.03259e-05 | Time: 5497.9 ms [2022-03-13 10:44:07 main:574] : INFO : Epoch 1892 | loss: 7.71198e-05 | val_loss: 6.91992e-05 | Time: 5544.55 ms [2022-03-13 10:44:13 main:574] : INFO : Epoch 1893 | loss: 7.89279e-05 | val_loss: 8.82422e-05 | Time: 5566.83 ms [2022-03-13 10:44:18 main:574] : INFO : Epoch 1894 | loss: 7.95312e-05 | val_loss: 7.40851e-05 | Time: 5460.25 ms [2022-03-13 10:44:24 main:574] : INFO : Epoch 1895 | loss: 7.77836e-05 | val_loss: 7.67331e-05 | Time: 5448.45 ms [2022-03-13 10:44:29 main:574] : INFO : Epoch 1896 | loss: 7.15471e-05 | val_loss: 7.30121e-05 | Time: 5456.4 ms [2022-03-13 10:44:35 main:574] : INFO : Epoch 1897 | loss: 7.37117e-05 | val_loss: 7.69138e-05 | Time: 5514.18 ms [2022-03-13 10:44:40 main:574] : INFO : Epoch 1898 | loss: 9.35349e-05 | val_loss: 0.000100748 | Time: 5442.16 ms [2022-03-13 10:44:46 main:574] : INFO : Epoch 1899 | loss: 8.63206e-05 | val_loss: 8.39884e-05 | Time: 5575.13 ms [2022-03-13 10:44:51 main:574] : INFO : Epoch 1900 | loss: 7.07547e-05 | val_loss: 6.75634e-05 | Time: 5450.06 ms [2022-03-13 10:44:57 main:574] : INFO : Epoch 1901 | loss: 6.67106e-05 | val_loss: 6.83506e-05 | Time: 5476.81 ms [2022-03-13 10:45:02 main:574] : INFO : Epoch 1902 | loss: 6.71897e-05 | val_loss: 7.62153e-05 | Time: 5497.61 ms [2022-03-13 10:45:08 main:574] : INFO : Epoch 1903 | loss: 7.49508e-05 | val_loss: 7.28836e-05 | Time: 5455.35 ms [2022-03-13 10:45:13 main:574] : INFO : Epoch 1904 | loss: 6.5199e-05 | val_loss: 6.35937e-05 | Time: 5538 ms [2022-03-13 10:45:19 main:574] : INFO : Epoch 1905 | loss: 6.2086e-05 | val_loss: 5.95528e-05 | Time: 5539.45 ms [2022-03-13 10:45:24 main:574] : INFO : Epoch 1906 | loss: 5.88989e-05 | val_loss: 5.67048e-05 | Time: 5467.52 ms [2022-03-13 10:45:30 main:574] : INFO : Epoch 1907 | loss: 8.95828e-05 | val_loss: 0.00014235 | Time: 5470.18 ms [2022-03-13 10:45:35 main:574] : INFO : Epoch 1908 | loss: 9.5281e-05 | val_loss: 7.44639e-05 | Time: 5504.63 ms [2022-03-13 10:45:41 main:574] : INFO : Epoch 1909 | loss: 6.6758e-05 | val_loss: 6.42174e-05 | Time: 5517.46 ms [2022-03-13 10:45:46 main:574] : INFO : Epoch 1910 | loss: 6.27729e-05 | val_loss: 6.50913e-05 | Time: 5511.1 ms [2022-03-13 10:45:52 main:574] : INFO : Epoch 1911 | loss: 9.2673e-05 | val_loss: 8.52469e-05 | Time: 5493.65 ms [2022-03-13 10:45:57 main:574] : INFO : Epoch 1912 | loss: 8.17199e-05 | val_loss: 7.66421e-05 | Time: 5527.04 ms [2022-03-13 10:46:03 main:574] : INFO : Epoch 1913 | loss: 6.63808e-05 | val_loss: 6.07525e-05 | Time: 5498.69 ms [2022-03-13 10:46:08 main:574] : INFO : Epoch 1914 | loss: 5.79203e-05 | val_loss: 5.63844e-05 | Time: 5477.24 ms [2022-03-13 10:46:14 main:574] : INFO : Epoch 1915 | loss: 5.64016e-05 | val_loss: 6.70012e-05 | Time: 5467.07 ms [2022-03-13 10:46:19 main:574] : INFO : Epoch 1916 | loss: 6.23872e-05 | val_loss: 5.6846e-05 | Time: 5569.48 ms [2022-03-13 10:46:25 main:574] : INFO : Epoch 1917 | loss: 5.57159e-05 | val_loss: 5.4766e-05 | Time: 5426.71 ms [2022-03-13 10:46:30 main:574] : INFO : Epoch 1918 | loss: 5.49605e-05 | val_loss: 5.57243e-05 | Time: 5490.65 ms [2022-03-13 10:46:36 main:574] : INFO : Epoch 1919 | loss: 5.72924e-05 | val_loss: 7.30601e-05 | Time: 5536.28 ms [2022-03-13 10:46:41 main:574] : INFO : Epoch 1920 | loss: 5.81072e-05 | val_loss: 5.29339e-05 | Time: 5432.45 ms [2022-03-13 10:46:47 main:574] : INFO : Epoch 1921 | loss: 4.98948e-05 | val_loss: 5.33292e-05 | Time: 5449.32 ms [2022-03-13 10:46:52 main:574] : INFO : Epoch 1922 | loss: 5.69571e-05 | val_loss: 5.90108e-05 | Time: 5474.43 ms [2022-03-13 10:46:58 main:574] : INFO : Epoch 1923 | loss: 6.20846e-05 | val_loss: 6.52523e-05 | Time: 5485.75 ms [2022-03-13 10:47:03 main:574] : INFO : Epoch 1924 | loss: 5.86704e-05 | val_loss: 5.88258e-05 | Time: 5520.74 ms [2022-03-13 10:47:09 main:574] : INFO : Epoch 1925 | loss: 5.67695e-05 | val_loss: 5.38588e-05 | Time: 5490.4 ms [2022-03-13 10:47:14 main:574] : INFO : Epoch 1926 | loss: 5.40337e-05 | val_loss: 7.11669e-05 | Time: 5481.44 ms [2022-03-13 10:47:20 main:574] : INFO : Epoch 1927 | loss: 5.61277e-05 | val_loss: 5.50018e-05 | Time: 5454.07 ms [2022-03-13 10:47:25 main:574] : INFO : Epoch 1928 | loss: 0.0152083 | val_loss: 0.0303713 | Time: 5532.93 ms [2022-03-13 10:47:31 main:574] : INFO : Epoch 1929 | loss: 0.0465144 | val_loss: 0.0396748 | Time: 5522.63 ms [2022-03-13 10:47:36 main:574] : INFO : Epoch 1930 | loss: 0.0339161 | val_loss: 0.0321059 | Time: 5516.71 ms [2022-03-13 10:47:42 main:574] : INFO : Epoch 1931 | loss: 0.0310344 | val_loss: 0.0299556 | Time: 5509.1 ms [2022-03-13 10:47:47 main:574] : INFO : Epoch 1932 | loss: 0.0284338 | val_loss: 0.0270652 | Time: 5520.89 ms [2022-03-13 10:47:53 main:574] : INFO : Epoch 1933 | loss: 0.0267817 | val_loss: 0.0259478 | Time: 5463.48 ms [2022-03-13 10:47:58 main:574] : INFO : Epoch 1934 | loss: 0.0238982 | val_loss: 0.0219518 | Time: 5511.09 ms [2022-03-13 10:48:04 main:574] : INFO : Epoch 1935 | loss: 0.0186355 | val_loss: 0.0158994 | Time: 5543.55 ms [2022-03-13 10:48:09 main:574] : INFO : Epoch 1936 | loss: 0.0124723 | val_loss: 0.00651938 | Time: 5560.64 ms [2022-03-13 10:48:15 main:574] : INFO : Epoch 1937 | loss: 0.00391442 | val_loss: 0.00261283 | Time: 5591.01 ms [2022-03-13 10:48:20 main:574] : INFO : Epoch 1938 | loss: 0.0021535 | val_loss: 0.00176964 | Time: 5546.43 ms [2022-03-13 10:48:26 main:574] : INFO : Epoch 1939 | loss: 0.0016581 | val_loss: 0.00151559 | Time: 5437.54 ms [2022-03-13 10:48:32 main:574] : INFO : Epoch 1940 | loss: 0.00145283 | val_loss: 0.001356 | Time: 6097.44 ms [2022-03-13 10:48:38 main:574] : INFO : Epoch 1941 | loss: 0.00131342 | val_loss: 0.00123737 | Time: 5582.26 ms [2022-03-13 10:48:43 main:574] : INFO : Epoch 1942 | loss: 0.00119421 | val_loss: 0.00111563 | Time: 5514.72 ms [2022-03-13 10:48:49 main:574] : INFO : Epoch 1943 | loss: 0.00106785 | val_loss: 0.000997126 | Time: 5451.11 ms [2022-03-13 10:48:54 main:574] : INFO : Epoch 1944 | loss: 0.000954525 | val_loss: 0.000900697 | Time: 5494.17 ms [2022-03-13 10:49:00 main:574] : INFO : Epoch 1945 | loss: 0.000852868 | val_loss: 0.000789019 | Time: 5466.98 ms [2022-03-13 10:49:05 main:574] : INFO : Epoch 1946 | loss: 0.000748609 | val_loss: 0.000696318 | Time: 5598.16 ms [2022-03-13 10:49:11 main:574] : INFO : Epoch 1947 | loss: 0.000661597 | val_loss: 0.000609519 | Time: 5508.68 ms [2022-03-13 10:49:16 main:574] : INFO : Epoch 1948 | loss: 0.000612272 | val_loss: 0.000565145 | Time: 5432.4 ms [2022-03-13 10:49:22 main:574] : INFO : Epoch 1949 | loss: 0.000504887 | val_loss: 0.000456332 | Time: 5521.92 ms [2022-03-13 10:49:27 main:574] : INFO : Epoch 1950 | loss: 0.000420357 | val_loss: 0.000387653 | Time: 5531.35 ms [2022-03-13 10:49:33 main:574] : INFO : Epoch 1951 | loss: 0.000358925 | val_loss: 0.000334895 | Time: 5677.83 ms [2022-03-13 10:49:38 main:574] : INFO : Epoch 1952 | loss: 0.000315938 | val_loss: 0.000303003 | Time: 5481.56 ms [2022-03-13 10:49:44 main:574] : INFO : Epoch 1953 | loss: 0.000286257 | val_loss: 0.000274013 | Time: 5514.1 ms [2022-03-13 10:49:49 main:574] : INFO : Epoch 1954 | loss: 0.000261892 | val_loss: 0.000260236 | Time: 5549.08 ms [2022-03-13 10:49:55 main:574] : INFO : Epoch 1955 | loss: 0.000241562 | val_loss: 0.000236938 | Time: 5472.32 ms [2022-03-13 10:50:00 main:574] : INFO : Epoch 1956 | loss: 0.000225325 | val_loss: 0.000222914 | Time: 5470.58 ms [2022-03-13 10:50:06 main:574] : INFO : Epoch 1957 | loss: 0.000211649 | val_loss: 0.000211174 | Time: 5448.09 ms [2022-03-13 10:50:11 main:574] : INFO : Epoch 1958 | loss: 0.000199452 | val_loss: 0.000200352 | Time: 5457.01 ms [2022-03-13 10:50:17 main:574] : INFO : Epoch 1959 | loss: 0.000189536 | val_loss: 0.000190974 | Time: 5489.19 ms [2022-03-13 10:50:22 main:574] : INFO : Epoch 1960 | loss: 0.000180918 | val_loss: 0.000181092 | Time: 5592.74 ms [2022-03-13 10:50:28 main:574] : INFO : Epoch 1961 | loss: 0.000174654 | val_loss: 0.000172884 | Time: 5544.14 ms [2022-03-13 10:50:34 main:574] : INFO : Epoch 1962 | loss: 0.000165771 | val_loss: 0.000168651 | Time: 5599.33 ms [2022-03-13 10:50:39 main:574] : INFO : Epoch 1963 | loss: 0.000158541 | val_loss: 0.000164365 | Time: 5534.37 ms [2022-03-13 10:50:45 main:574] : INFO : Epoch 1964 | loss: 0.000152148 | val_loss: 0.000155178 | Time: 5452.21 ms [2022-03-13 10:50:50 main:574] : INFO : Epoch 1965 | loss: 0.000147318 | val_loss: 0.000148959 | Time: 5595.3 ms [2022-03-13 10:50:56 main:574] : INFO : Epoch 1966 | loss: 0.000142938 | val_loss: 0.000143502 | Time: 5506.79 ms [2022-03-13 10:51:01 main:574] : INFO : Epoch 1967 | loss: 0.000138809 | val_loss: 0.000139026 | Time: 5538.5 ms [2022-03-13 10:51:07 main:574] : INFO : Epoch 1968 | loss: 0.00013395 | val_loss: 0.000135838 | Time: 5432.57 ms [2022-03-13 10:51:12 main:574] : INFO : Epoch 1969 | loss: 0.000129671 | val_loss: 0.00013104 | Time: 5507.59 ms [2022-03-13 10:51:18 main:574] : INFO : Epoch 1970 | loss: 0.000125577 | val_loss: 0.000127767 | Time: 5585.87 ms [2022-03-13 10:51:23 main:574] : INFO : Epoch 1971 | loss: 0.000122039 | val_loss: 0.000124959 | Time: 5567.24 ms [2022-03-13 10:51:29 main:574] : INFO : Epoch 1972 | loss: 0.000118771 | val_loss: 0.000120158 | Time: 5555.82 ms [2022-03-13 10:51:34 main:574] : INFO : Epoch 1973 | loss: 0.000115908 | val_loss: 0.000120755 | Time: 5471.37 ms [2022-03-13 10:51:40 main:574] : INFO : Epoch 1974 | loss: 0.000113216 | val_loss: 0.000117641 | Time: 5494.6 ms [2022-03-13 10:51:45 main:574] : INFO : Epoch 1975 | loss: 0.000111361 | val_loss: 0.000112598 | Time: 5540.92 ms [2022-03-13 10:51:51 main:574] : INFO : Epoch 1976 | loss: 0.000108907 | val_loss: 0.000110958 | Time: 5566.35 ms [2022-03-13 10:51:57 main:574] : INFO : Epoch 1977 | loss: 0.000106013 | val_loss: 0.000109781 | Time: 5523.41 ms [2022-03-13 10:52:02 main:574] : INFO : Epoch 1978 | loss: 0.00010399 | val_loss: 0.000107753 | Time: 5545.31 ms [2022-03-13 10:52:08 main:574] : INFO : Epoch 1979 | loss: 0.000101556 | val_loss: 0.000107752 | Time: 5466.26 ms [2022-03-13 10:52:13 main:574] : INFO : Epoch 1980 | loss: 9.98857e-05 | val_loss: 0.000103241 | Time: 5553.54 ms [2022-03-13 10:52:19 main:574] : INFO : Epoch 1981 | loss: 9.78381e-05 | val_loss: 9.98967e-05 | Time: 5541.06 ms [2022-03-13 10:52:24 main:574] : INFO : Epoch 1982 | loss: 9.63186e-05 | val_loss: 0.000104507 | Time: 5581.82 ms [2022-03-13 10:52:30 main:574] : INFO : Epoch 1983 | loss: 9.54653e-05 | val_loss: 9.94152e-05 | Time: 5548.24 ms [2022-03-13 10:52:35 main:574] : INFO : Epoch 1984 | loss: 9.34451e-05 | val_loss: 9.68245e-05 | Time: 5497.5 ms [2022-03-13 10:52:41 main:574] : INFO : Epoch 1985 | loss: 9.10611e-05 | val_loss: 9.40543e-05 | Time: 5499.68 ms [2022-03-13 10:52:46 main:574] : INFO : Epoch 1986 | loss: 9.05433e-05 | val_loss: 9.27444e-05 | Time: 5508.28 ms [2022-03-13 10:52:52 main:574] : INFO : Epoch 1987 | loss: 8.90232e-05 | val_loss: 9.6919e-05 | Time: 5470.88 ms [2022-03-13 10:52:57 main:574] : INFO : Epoch 1988 | loss: 9.06248e-05 | val_loss: 9.62861e-05 | Time: 5474.19 ms [2022-03-13 10:53:03 main:574] : INFO : Epoch 1989 | loss: 8.94169e-05 | val_loss: 9.00583e-05 | Time: 5483.68 ms [2022-03-13 10:53:08 main:574] : INFO : Epoch 1990 | loss: 8.77183e-05 | val_loss: 8.86745e-05 | Time: 5514.44 ms [2022-03-13 10:53:14 main:574] : INFO : Epoch 1991 | loss: 8.41501e-05 | val_loss: 8.86478e-05 | Time: 5652.27 ms [2022-03-13 10:53:20 main:574] : INFO : Epoch 1992 | loss: 8.23219e-05 | val_loss: 8.36041e-05 | Time: 5585.31 ms [2022-03-13 10:53:25 main:574] : INFO : Epoch 1993 | loss: 8.03106e-05 | val_loss: 8.3849e-05 | Time: 5541.79 ms [2022-03-13 10:53:31 main:574] : INFO : Epoch 1994 | loss: 7.98614e-05 | val_loss: 8.50462e-05 | Time: 5552.8 ms [2022-03-13 10:53:36 main:574] : INFO : Epoch 1995 | loss: 7.93953e-05 | val_loss: 7.98714e-05 | Time: 5523.68 ms [2022-03-13 10:53:42 main:574] : INFO : Epoch 1996 | loss: 7.79591e-05 | val_loss: 7.86967e-05 | Time: 5493.91 ms [2022-03-13 10:53:47 main:574] : INFO : Epoch 1997 | loss: 7.6798e-05 | val_loss: 7.77537e-05 | Time: 5525.68 ms [2022-03-13 10:53:53 main:574] : INFO : Epoch 1998 | loss: 7.51563e-05 | val_loss: 7.85171e-05 | Time: 5522.11 ms [2022-03-13 10:53:58 main:574] : INFO : Epoch 1999 | loss: 7.44863e-05 | val_loss: 8.09828e-05 | Time: 5449.24 ms [2022-03-13 10:54:04 main:574] : INFO : Epoch 2000 | loss: 7.71937e-05 | val_loss: 7.90576e-05 | Time: 5498.67 ms [2022-03-13 10:54:09 main:574] : INFO : Epoch 2001 | loss: 7.48345e-05 | val_loss: 7.86245e-05 | Time: 5440.19 ms [2022-03-13 10:54:15 main:574] : INFO : Epoch 2002 | loss: 7.28611e-05 | val_loss: 7.45638e-05 | Time: 5520.57 ms [2022-03-13 10:54:20 main:574] : INFO : Epoch 2003 | loss: 7.17081e-05 | val_loss: 7.3521e-05 | Time: 5558.95 ms [2022-03-13 10:54:26 main:574] : INFO : Epoch 2004 | loss: 7.08716e-05 | val_loss: 7.24611e-05 | Time: 5492.85 ms [2022-03-13 10:54:31 main:574] : INFO : Epoch 2005 | loss: 6.99046e-05 | val_loss: 7.3303e-05 | Time: 5547.05 ms [2022-03-13 10:54:37 main:574] : INFO : Epoch 2006 | loss: 6.82019e-05 | val_loss: 7.02512e-05 | Time: 5492.57 ms [2022-03-13 10:54:42 main:574] : INFO : Epoch 2007 | loss: 6.77307e-05 | val_loss: 6.93973e-05 | Time: 5446.42 ms [2022-03-13 10:54:48 main:574] : INFO : Epoch 2008 | loss: 6.62704e-05 | val_loss: 6.81019e-05 | Time: 5479.97 ms [2022-03-13 10:54:53 main:574] : INFO : Epoch 2009 | loss: 6.54293e-05 | val_loss: 6.86153e-05 | Time: 5541.12 ms [2022-03-13 10:54:59 main:574] : INFO : Epoch 2010 | loss: 6.52011e-05 | val_loss: 6.63153e-05 | Time: 5579.28 ms [2022-03-13 10:55:04 main:574] : INFO : Epoch 2011 | loss: 6.4155e-05 | val_loss: 6.66168e-05 | Time: 5518.3 ms [2022-03-13 10:55:10 main:574] : INFO : Epoch 2012 | loss: 6.45327e-05 | val_loss: 6.91846e-05 | Time: 5502.03 ms [2022-03-13 10:55:15 main:574] : INFO : Epoch 2013 | loss: 6.36929e-05 | val_loss: 6.43323e-05 | Time: 5513.29 ms [2022-03-13 10:55:21 main:574] : INFO : Epoch 2014 | loss: 6.19856e-05 | val_loss: 6.53606e-05 | Time: 5461.11 ms [2022-03-13 10:55:27 main:574] : INFO : Epoch 2015 | loss: 6.13935e-05 | val_loss: 6.47862e-05 | Time: 5584.31 ms [2022-03-13 10:55:32 main:574] : INFO : Epoch 2016 | loss: 5.98419e-05 | val_loss: 6.40705e-05 | Time: 5594.94 ms [2022-03-13 10:55:38 main:574] : INFO : Epoch 2017 | loss: 6.02314e-05 | val_loss: 6.26616e-05 | Time: 5513.44 ms [2022-03-13 10:55:43 main:574] : INFO : Epoch 2018 | loss: 5.97989e-05 | val_loss: 6.20327e-05 | Time: 5573.55 ms [2022-03-13 10:55:49 main:574] : INFO : Epoch 2019 | loss: 5.84308e-05 | val_loss: 6.10105e-05 | Time: 5598.39 ms [2022-03-13 10:55:54 main:574] : INFO : Epoch 2020 | loss: 5.72133e-05 | val_loss: 6.05884e-05 | Time: 5454.52 ms [2022-03-13 10:56:00 main:574] : INFO : Epoch 2021 | loss: 5.65021e-05 | val_loss: 6.02049e-05 | Time: 5647.48 ms [2022-03-13 10:56:05 main:574] : INFO : Epoch 2022 | loss: 5.63232e-05 | val_loss: 6.01215e-05 | Time: 5461 ms [2022-03-13 10:56:11 main:574] : INFO : Epoch 2023 | loss: 5.6503e-05 | val_loss: 5.88681e-05 | Time: 5597.16 ms [2022-03-13 10:56:16 main:574] : INFO : Epoch 2024 | loss: 5.73537e-05 | val_loss: 6.34477e-05 | Time: 5450.95 ms [2022-03-13 10:56:22 main:574] : INFO : Epoch 2025 | loss: 6.31619e-05 | val_loss: 7.51168e-05 | Time: 5454.77 ms [2022-03-13 10:56:27 main:574] : INFO : Epoch 2026 | loss: 6.1811e-05 | val_loss: 6.82689e-05 | Time: 5484.08 ms [2022-03-13 10:56:33 main:574] : INFO : Epoch 2027 | loss: 5.62587e-05 | val_loss: 6.04264e-05 | Time: 5496.23 ms [2022-03-13 10:56:38 main:574] : INFO : Epoch 2028 | loss: 5.64151e-05 | val_loss: 6.0276e-05 | Time: 5435.45 ms [2022-03-13 10:56:44 main:574] : INFO : Epoch 2029 | loss: 5.51435e-05 | val_loss: 5.7841e-05 | Time: 5532.5 ms [2022-03-13 10:56:49 main:574] : INFO : Epoch 2030 | loss: 5.36919e-05 | val_loss: 5.6958e-05 | Time: 5523.11 ms [2022-03-13 10:56:55 main:574] : INFO : Epoch 2031 | loss: 5.2651e-05 | val_loss: 5.64106e-05 | Time: 5453.06 ms [2022-03-13 10:57:00 main:574] : INFO : Epoch 2032 | loss: 5.18264e-05 | val_loss: 5.568e-05 | Time: 5538.42 ms [2022-03-13 10:57:06 main:574] : INFO : Epoch 2033 | loss: 5.11509e-05 | val_loss: 5.59527e-05 | Time: 5488.38 ms [2022-03-13 10:57:11 main:574] : INFO : Epoch 2034 | loss: 5.00948e-05 | val_loss: 5.34702e-05 | Time: 5470.62 ms [2022-03-13 10:57:17 main:574] : INFO : Epoch 2035 | loss: 4.97625e-05 | val_loss: 5.36153e-05 | Time: 5459.43 ms [2022-03-13 10:57:22 main:574] : INFO : Epoch 2036 | loss: 4.99429e-05 | val_loss: 5.33058e-05 | Time: 5581.47 ms [2022-03-13 10:57:29 main:574] : INFO : Epoch 2037 | loss: 5.01529e-05 | val_loss: 5.24658e-05 | Time: 6030.26 ms [2022-03-13 10:57:34 main:574] : INFO : Epoch 2038 | loss: 4.95186e-05 | val_loss: 5.35119e-05 | Time: 5640.89 ms [2022-03-13 10:57:40 main:574] : INFO : Epoch 2039 | loss: 4.92612e-05 | val_loss: 5.18383e-05 | Time: 5512.68 ms [2022-03-13 10:57:45 main:574] : INFO : Epoch 2040 | loss: 4.83773e-05 | val_loss: 5.16352e-05 | Time: 5480.68 ms [2022-03-13 10:57:51 main:574] : INFO : Epoch 2041 | loss: 4.76719e-05 | val_loss: 5.09436e-05 | Time: 5530.43 ms [2022-03-13 10:57:56 main:574] : INFO : Epoch 2042 | loss: 4.67352e-05 | val_loss: 5.15481e-05 | Time: 5550.97 ms [2022-03-13 10:58:02 main:574] : INFO : Epoch 2043 | loss: 4.68914e-05 | val_loss: 4.97928e-05 | Time: 5471.07 ms [2022-03-13 10:58:07 main:574] : INFO : Epoch 2044 | loss: 4.55699e-05 | val_loss: 4.92656e-05 | Time: 5435.61 ms [2022-03-13 10:58:13 main:574] : INFO : Epoch 2045 | loss: 4.51614e-05 | val_loss: 4.89083e-05 | Time: 5540.04 ms [2022-03-13 10:58:18 main:574] : INFO : Epoch 2046 | loss: 4.58101e-05 | val_loss: 4.87058e-05 | Time: 5590.49 ms [2022-03-13 10:58:24 main:574] : INFO : Epoch 2047 | loss: 4.56937e-05 | val_loss: 4.89969e-05 | Time: 5580.49 ms [2022-03-13 10:58:29 main:574] : INFO : Epoch 2048 | loss: 4.37472e-05 | val_loss: 5.20292e-05 | Time: 5442.7 ms [2022-03-13 10:58:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 5.20292e-05 [2022-03-13 10:58:29 main:603] : INFO : Saving end state to config to file [2022-03-13 10:58:29 main:608] : INFO : Success, exiting.. 10:58:29 (22016): 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)