Task 5094082
| Name | ParityModified-1619236170-8208-0_1 |
| Workunit | 3044360 |
| Created | 26 Apr 2021, 13:50:27 UTC |
| Sent | 26 Apr 2021, 15:33:07 UTC |
| Report deadline | 4 May 2021, 15:33:07 UTC |
| Received | 26 Apr 2021, 17:08:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5173 |
| Run time | 1 hours 35 min 20 sec |
| CPU time | 1 hours 34 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310001 | val_loss: 0.0313046 | Time: 2780.95 ms
[2021-04-26 18:45:09 main:574] : INFO : Epoch 1543 | loss: 0.0309968 | val_loss: 0.0313194 | Time: 2770.23 ms
[2021-04-26 18:45:12 main:574] : INFO : Epoch 1544 | loss: 0.0310056 | val_loss: 0.0313302 | Time: 2760.96 ms
[2021-04-26 18:45:15 main:574] : INFO : Epoch 1545 | loss: 0.0310022 | val_loss: 0.0313316 | Time: 2777.96 ms
[2021-04-26 18:45:18 main:574] : INFO : Epoch 1546 | loss: 0.0310119 | val_loss: 0.0313074 | Time: 2771.19 ms
[2021-04-26 18:45:21 main:574] : INFO : Epoch 1547 | loss: 0.0310046 | val_loss: 0.0313328 | Time: 2769.89 ms
[2021-04-26 18:45:23 main:574] : INFO : Epoch 1548 | loss: 0.0310071 | val_loss: 0.0312993 | Time: 2760.2 ms
[2021-04-26 18:45:26 main:574] : INFO : Epoch 1549 | loss: 0.0310003 | val_loss: 0.0313392 | Time: 2759.57 ms
[2021-04-26 18:45:29 main:574] : INFO : Epoch 1550 | loss: 0.0309954 | val_loss: 0.0313069 | Time: 2764.79 ms
[2021-04-26 18:45:32 main:574] : INFO : Epoch 1551 | loss: 0.0309991 | val_loss: 0.0313111 | Time: 2765.08 ms
[2021-04-26 18:45:35 main:574] : INFO : Epoch 1552 | loss: 0.0310125 | val_loss: 0.0312953 | Time: 2764.9 ms
[2021-04-26 18:45:37 main:574] : INFO : Epoch 1553 | loss: 0.0309997 | val_loss: 0.0313245 | Time: 2776.97 ms
[2021-04-26 18:45:40 main:574] : INFO : Epoch 1554 | loss: 0.0309974 | val_loss: 0.0313354 | Time: 2762.39 ms
[2021-04-26 18:45:43 main:574] : INFO : Epoch 1555 | loss: 0.0310017 | val_loss: 0.0313139 | Time: 2760.92 ms
[2021-04-26 18:45:46 main:574] : INFO : Epoch 1556 | loss: 0.0309979 | val_loss: 0.0313238 | Time: 2767.49 ms
[2021-04-26 18:45:49 main:574] : INFO : Epoch 1557 | loss: 0.0310057 | val_loss: 0.0313253 | Time: 2757.89 ms
[2021-04-26 18:45:51 main:574] : INFO : Epoch 1558 | loss: 0.0310069 | val_loss: 0.0313295 | Time: 2765.19 ms
[2021-04-26 18:45:54 main:574] : INFO : Epoch 1559 | loss: 0.030998 | val_loss: 0.0313179 | Time: 2765.06 ms
[2021-04-26 18:45:57 main:574] : INFO : Epoch 1560 | loss: 0.0310172 | val_loss: 0.0312966 | Time: 2764.25 ms
[2021-04-26 18:46:00 main:574] : INFO : Epoch 1561 | loss: 0.0310153 | val_loss: 0.0313012 | Time: 2774.13 ms
[2021-04-26 18:46:03 main:574] : INFO : Epoch 1562 | loss: 0.03101 | val_loss: 0.0313281 | Time: 2761.84 ms
[2021-04-26 18:46:05 main:574] : INFO : Epoch 1563 | loss: 0.0310077 | val_loss: 0.0313524 | Time: 2762.31 ms
[2021-04-26 18:46:08 main:574] : INFO : Epoch 1564 | loss: 0.0310083 | val_loss: 0.0312949 | Time: 2763.02 ms
[2021-04-26 18:46:11 main:574] : INFO : Epoch 1565 | loss: 0.0310136 | val_loss: 0.0312949 | Time: 2755.74 ms
[2021-04-26 18:46:14 main:574] : INFO : Epoch 1566 | loss: 0.0310848 | val_loss: 0.0313594 | Time: 2761.52 ms
[2021-04-26 18:46:16 main:574] : INFO : Epoch 1567 | loss: 0.0313483 | val_loss: 0.0313335 | Time: 2774.27 ms
[2021-04-26 18:46:19 main:574] : INFO : Epoch 1568 | loss: 0.0310874 | val_loss: 0.0313055 | Time: 2758.58 ms
[2021-04-26 18:46:22 main:574] : INFO : Epoch 1569 | loss: 0.0310215 | val_loss: 0.0313672 | Time: 2754.27 ms
[2021-04-26 18:46:25 main:574] : INFO : Epoch 1570 | loss: 0.0310032 | val_loss: 0.0313439 | Time: 2764.2 ms
[2021-04-26 18:46:28 main:574] : INFO : Epoch 1571 | loss: 0.0309979 | val_loss: 0.0313266 | Time: 2768.53 ms
[2021-04-26 18:46:30 main:574] : INFO : Epoch 1572 | loss: 0.0310202 | val_loss: 0.0313344 | Time: 2755.41 ms
[2021-04-26 18:46:33 main:574] : INFO : Epoch 1573 | loss: 0.0310128 | val_loss: 0.0313216 | Time: 2758.08 ms
[2021-04-26 18:46:36 main:574] : INFO : Epoch 1574 | loss: 0.0310072 | val_loss: 0.0313234 | Time: 2770.2 ms
[2021-04-26 18:46:39 main:574] : INFO : Epoch 1575 | loss: 0.0310008 | val_loss: 0.031314 | Time: 2759 ms
[2021-04-26 18:46:41 main:574] : INFO : Epoch 1576 | loss: 0.0310077 | val_loss: 0.0313326 | Time: 2765.82 ms
[2021-04-26 18:46:44 main:574] : INFO : Epoch 1577 | loss: 0.0310095 | val_loss: 0.0313316 | Time: 2767.52 ms
[2021-04-26 18:46:47 main:574] : INFO : Epoch 1578 | loss: 0.0310115 | val_loss: 0.0313117 | Time: 2758.08 ms
[2021-04-26 18:46:50 main:574] : INFO : Epoch 1579 | loss: 0.0310119 | val_loss: 0.0313284 | Time: 2760.47 ms
[2021-04-26 18:46:53 main:574] : INFO : Epoch 1580 | loss: 0.0310044 | val_loss: 0.0313164 | Time: 2763.43 ms
[2021-04-26 18:46:55 main:574] : INFO : Epoch 1581 | loss: 0.0310062 | val_loss: 0.0313192 | Time: 2768.28 ms
[2021-04-26 18:46:58 main:574] : INFO : Epoch 1582 | loss: 0.0310083 | val_loss: 0.0312935 | Time: 2764.64 ms
[2021-04-26 18:47:01 main:574] : INFO : Epoch 1583 | loss: 0.031011 | val_loss: 0.0313246 | Time: 2764.72 ms
[2021-04-26 18:47:04 main:574] : INFO : Epoch 1584 | loss: 0.0309993 | val_loss: 0.0313153 | Time: 2759.77 ms
[2021-04-26 18:47:07 main:574] : INFO : Epoch 1585 | loss: 0.0310074 | val_loss: 0.0312973 | Time: 2759.66 ms
[2021-04-26 18:47:09 main:574] : INFO : Epoch 1586 | loss: 0.0310193 | val_loss: 0.0313118 | Time: 2757.51 ms
[2021-04-26 18:47:12 main:574] : INFO : Epoch 1587 | loss: 0.0310065 | val_loss: 0.0312945 | Time: 2763.81 ms
[2021-04-26 18:47:15 main:574] : INFO : Epoch 1588 | loss: 0.031011 | val_loss: 0.0312926 | Time: 2757.93 ms
[2021-04-26 18:47:18 main:574] : INFO : Epoch 1589 | loss: 0.0310011 | val_loss: 0.0313051 | Time: 2758.42 ms
[2021-04-26 18:47:20 main:574] : INFO : Epoch 1590 | loss: 0.0310086 | val_loss: 0.0313237 | Time: 2764.69 ms
[2021-04-26 18:47:23 main:574] : INFO : Epoch 1591 | loss: 0.031 | val_loss: 0.0313467 | Time: 2756.38 ms
[2021-04-26 18:47:26 main:574] : INFO : Epoch 1592 | loss: 0.0310019 | val_loss: 0.0313156 | Time: 2764.99 ms
[2021-04-26 18:47:29 main:574] : INFO : Epoch 1593 | loss: 0.0310054 | val_loss: 0.0313283 | Time: 2764.45 ms
[2021-04-26 18:47:32 main:574] : INFO : Epoch 1594 | loss: 0.0310038 | val_loss: 0.0312958 | Time: 2771.19 ms
[2021-04-26 18:47:34 main:574] : INFO : Epoch 1595 | loss: 0.031005 | val_loss: 0.0313334 | Time: 2765.89 ms
[2021-04-26 18:47:37 main:574] : INFO : Epoch 1596 | loss: 0.0310094 | val_loss: 0.0313157 | Time: 2758.93 ms
[2021-04-26 18:47:40 main:574] : INFO : Epoch 1597 | loss: 0.0310074 | val_loss: 0.0313123 | Time: 2754.01 ms
[2021-04-26 18:47:43 main:574] : INFO : Epoch 1598 | loss: 0.0310037 | val_loss: 0.0313141 | Time: 2758.82 ms
[2021-04-26 18:47:45 main:574] : INFO : Epoch 1599 | loss: 0.031006 | val_loss: 0.0313317 | Time: 2762.03 ms
[2021-04-26 18:47:48 main:574] : INFO : Epoch 1600 | loss: 0.0310006 | val_loss: 0.0313126 | Time: 2748.86 ms
[2021-04-26 18:47:51 main:574] : INFO : Epoch 1601 | loss: 0.0309986 | val_loss: 0.0313256 | Time: 2768.66 ms
[2021-04-26 18:47:54 main:574] : INFO : Epoch 1602 | loss: 0.0310117 | val_loss: 0.0313231 | Time: 2759.37 ms
[2021-04-26 18:47:57 main:574] : INFO : Epoch 1603 | loss: 0.0310184 | val_loss: 0.0313175 | Time: 2755.75 ms
[2021-04-26 18:47:59 main:574] : INFO : Epoch 1604 | loss: 0.0310091 | val_loss: 0.0312965 | Time: 2769.71 ms
[2021-04-26 18:48:02 main:574] : INFO : Epoch 1605 | loss: 0.0310084 | val_loss: 0.0313015 | Time: 2747.07 ms
[2021-04-26 18:48:05 main:574] : INFO : Epoch 1606 | loss: 0.031012 | val_loss: 0.0313273 | Time: 2760.9 ms
[2021-04-26 18:48:08 main:574] : INFO : Epoch 1607 | loss: 0.0310144 | val_loss: 0.0313028 | Time: 2760.93 ms
[2021-04-26 18:48:10 main:574] : INFO : Epoch 1608 | loss: 0.0310092 | val_loss: 0.0313191 | Time: 2761.31 ms
[2021-04-26 18:48:13 main:574] : INFO : Epoch 1609 | loss: 0.031005 | val_loss: 0.0313019 | Time: 2761.37 ms
[2021-04-26 18:48:16 main:574] : INFO : Epoch 1610 | loss: 0.0310059 | val_loss: 0.031328 | Time: 2748.34 ms
[2021-04-26 18:48:19 main:574] : INFO : Epoch 1611 | loss: 0.0310065 | val_loss: 0.0313174 | Time: 2772.39 ms
[2021-04-26 18:48:22 main:574] : INFO : Epoch 1612 | loss: 0.0310089 | val_loss: 0.0313191 | Time: 2759.75 ms
[2021-04-26 18:48:24 main:574] : INFO : Epoch 1613 | loss: 0.0310088 | val_loss: 0.0313319 | Time: 2760.62 ms
[2021-04-26 18:48:27 main:574] : INFO : Epoch 1614 | loss: 0.0310065 | val_loss: 0.0313281 | Time: 2758.17 ms
[2021-04-26 18:48:30 main:574] : INFO : Epoch 1615 | loss: 0.0310043 | val_loss: 0.0313129 | Time: 2758.28 ms
[2021-04-26 18:48:33 main:574] : INFO : Epoch 1616 | loss: 0.0310039 | val_loss: 0.0313168 | Time: 2755.68 ms
[2021-04-26 18:48:36 main:574] : INFO : Epoch 1617 | loss: 0.0310011 | val_loss: 0.0313304 | Time: 2762.85 ms
[2021-04-26 18:48:38 main:574] : INFO : Epoch 1618 | loss: 0.0310021 | val_loss: 0.0313079 | Time: 2750 ms
[2021-04-26 18:48:41 main:574] : INFO : Epoch 1619 | loss: 0.0310012 | val_loss: 0.0313096 | Time: 2758.36 ms
[2021-04-26 18:48:44 main:574] : INFO : Epoch 1620 | loss: 0.0310032 | val_loss: 0.0313181 | Time: 2760.57 ms
[2021-04-26 18:48:47 main:574] : INFO : Epoch 1621 | loss: 0.0310107 | val_loss: 0.0312852 | Time: 2778.3 ms
[2021-04-26 18:48:49 main:574] : INFO : Epoch 1622 | loss: 0.0310169 | val_loss: 0.031293 | Time: 2759.93 ms
[2021-04-26 18:48:52 main:574] : INFO : Epoch 1623 | loss: 0.0310116 | val_loss: 0.0313081 | Time: 2754.99 ms
[2021-04-26 18:48:55 main:574] : INFO : Epoch 1624 | loss: 0.0310155 | val_loss: 0.0312971 | Time: 2765.21 ms
[2021-04-26 18:48:58 main:574] : INFO : Epoch 1625 | loss: 0.031019 | val_loss: 0.0313232 | Time: 2759.45 ms
[2021-04-26 18:49:01 main:574] : INFO : Epoch 1626 | loss: 0.0310149 | val_loss: 0.031291 | Time: 2758.49 ms
[2021-04-26 18:49:03 main:574] : INFO : Epoch 1627 | loss: 0.0310381 | val_loss: 0.0312943 | Time: 2762.55 ms
[2021-04-26 18:49:06 main:574] : INFO : Epoch 1628 | loss: 0.0310278 | val_loss: 0.0312915 | Time: 2779.04 ms
[2021-04-26 18:49:09 main:574] : INFO : Epoch 1629 | loss: 0.0310105 | val_loss: 0.0313275 | Time: 2766.75 ms
[2021-04-26 18:49:12 main:574] : INFO : Epoch 1630 | loss: 0.03101 | val_loss: 0.0313117 | Time: 2755.78 ms
[2021-04-26 18:49:14 main:574] : INFO : Epoch 1631 | loss: 0.0310156 | val_loss: 0.0313113 | Time: 2756.45 ms
[2021-04-26 18:49:17 main:574] : INFO : Epoch 1632 | loss: 0.0310174 | val_loss: 0.0313217 | Time: 2764.83 ms
[2021-04-26 18:49:20 main:574] : INFO : Epoch 1633 | loss: 0.0310071 | val_loss: 0.0313147 | Time: 2755.19 ms
[2021-04-26 18:49:23 main:574] : INFO : Epoch 1634 | loss: 0.0310069 | val_loss: 0.0313383 | Time: 2760.99 ms
[2021-04-26 18:49:26 main:574] : INFO : Epoch 1635 | loss: 0.0310052 | val_loss: 0.0313143 | Time: 2755.13 ms
[2021-04-26 18:49:28 main:574] : INFO : Epoch 1636 | loss: 0.0310029 | val_loss: 0.0312995 | Time: 2748.78 ms
[2021-04-26 18:49:31 main:574] : INFO : Epoch 1637 | loss: 0.0310081 | val_loss: 0.0313207 | Time: 2758.95 ms
[2021-04-26 18:49:34 main:574] : INFO : Epoch 1638 | loss: 0.0310062 | val_loss: 0.0313043 | Time: 2764.41 ms
[2021-04-26 18:49:37 main:574] : INFO : Epoch 1639 | loss: 0.0310021 | val_loss: 0.031322 | Time: 2771.91 ms
[2021-04-26 18:49:40 main:574] : INFO : Epoch 1640 | loss: 0.0310068 | val_loss: 0.0313073 | Time: 2758.23 ms
[2021-04-26 18:49:42 main:574] : INFO : Epoch 1641 | loss: 0.0310118 | val_loss: 0.0312842 | Time: 2760.17 ms
[2021-04-26 18:49:45 main:574] : INFO : Epoch 1642 | loss: 0.0310092 | val_loss: 0.0313018 | Time: 2758.08 ms
[2021-04-26 18:49:48 main:574] : INFO : Epoch 1643 | loss: 0.0310089 | val_loss: 0.0313381 | Time: 2771.75 ms
[2021-04-26 18:49:51 main:574] : INFO : Epoch 1644 | loss: 0.0310113 | val_loss: 0.0313128 | Time: 2773.33 ms
[2021-04-26 18:49:53 main:574] : INFO : Epoch 1645 | loss: 0.0310129 | val_loss: 0.0313313 | Time: 2766.79 ms
[2021-04-26 18:49:56 main:574] : INFO : Epoch 1646 | loss: 0.0310049 | val_loss: 0.0313176 | Time: 2766.8 ms
[2021-04-26 18:49:59 main:574] : INFO : Epoch 1647 | loss: 0.031015 | val_loss: 0.031336 | Time: 2762.56 ms
[2021-04-26 18:50:02 main:574] : INFO : Epoch 1648 | loss: 0.0310097 | val_loss: 0.0313029 | Time: 2758.3 ms
[2021-04-26 18:50:05 main:574] : INFO : Epoch 1649 | loss: 0.0310113 | val_loss: 0.0313022 | Time: 2760.11 ms
[2021-04-26 18:50:07 main:574] : INFO : Epoch 1650 | loss: 0.0310045 | val_loss: 0.0313194 | Time: 2766.97 ms
[2021-04-26 18:50:10 main:574] : INFO : Epoch 1651 | loss: 0.0309956 | val_loss: 0.0313366 | Time: 2760.54 ms
[2021-04-26 18:50:13 main:574] : INFO : Epoch 1652 | loss: 0.0310032 | val_loss: 0.0313136 | Time: 2764.95 ms
[2021-04-26 18:50:16 main:574] : INFO : Epoch 1653 | loss: 0.0310052 | val_loss: 0.0313084 | Time: 2762.82 ms
[2021-04-26 18:50:18 main:574] : INFO : Epoch 1654 | loss: 0.0310094 | val_loss: 0.0312894 | Time: 2770.91 ms
[2021-04-26 18:50:21 main:574] : INFO : Epoch 1655 | loss: 0.0310053 | val_loss: 0.0313431 | Time: 2756.8 ms
[2021-04-26 18:50:24 main:574] : INFO : Epoch 1656 | loss: 0.030996 | val_loss: 0.0313259 | Time: 2756.17 ms
[2021-04-26 18:50:27 main:574] : INFO : Epoch 1657 | loss: 0.0310048 | val_loss: 0.031306 | Time: 2773.29 ms
[2021-04-26 18:50:30 main:574] : INFO : Epoch 1658 | loss: 0.031 | val_loss: 0.0312971 | Time: 2761.4 ms
[2021-04-26 18:50:32 main:574] : INFO : Epoch 1659 | loss: 0.0309991 | val_loss: 0.0313262 | Time: 2762.83 ms
[2021-04-26 18:50:35 main:574] : INFO : Epoch 1660 | loss: 0.0310172 | val_loss: 0.0313266 | Time: 2775.01 ms
[2021-04-26 18:50:38 main:574] : INFO : Epoch 1661 | loss: 0.0310215 | val_loss: 0.0313129 | Time: 2762.56 ms
[2021-04-26 18:50:41 main:574] : INFO : Epoch 1662 | loss: 0.0310118 | val_loss: 0.0313435 | Time: 2762.28 ms
[2021-04-26 18:50:44 main:574] : INFO : Epoch 1663 | loss: 0.0310121 | val_loss: 0.0313097 | Time: 2765.66 ms
[2021-04-26 18:50:46 main:574] : INFO : Epoch 1664 | loss: 0.0310067 | val_loss: 0.0313235 | Time: 2761.84 ms
[2021-04-26 18:50:49 main:574] : INFO : Epoch 1665 | loss: 0.0310039 | val_loss: 0.0313214 | Time: 2761.67 ms
[2021-04-26 18:50:52 main:574] : INFO : Epoch 1666 | loss: 0.031006 | val_loss: 0.0313468 | Time: 2760.42 ms
[2021-04-26 18:50:55 main:574] : INFO : Epoch 1667 | loss: 0.0310099 | val_loss: 0.0313449 | Time: 2750.39 ms
[2021-04-26 18:50:58 main:574] : INFO : Epoch 1668 | loss: 0.0310033 | val_loss: 0.0313427 | Time: 2771.19 ms
[2021-04-26 18:51:00 main:574] : INFO : Epoch 1669 | loss: 0.0310041 | val_loss: 0.0313188 | Time: 2764.83 ms
[2021-04-26 18:51:03 main:574] : INFO : Epoch 1670 | loss: 0.0310053 | val_loss: 0.0313107 | Time: 2751.72 ms
[2021-04-26 18:51:06 main:574] : INFO : Epoch 1671 | loss: 0.0310147 | val_loss: 0.0312912 | Time: 2767.98 ms
[2021-04-26 18:51:09 main:574] : INFO : Epoch 1672 | loss: 0.0310078 | val_loss: 0.0313025 | Time: 2763.69 ms
[2021-04-26 18:51:11 main:574] : INFO : Epoch 1673 | loss: 0.0310078 | val_loss: 0.0312945 | Time: 2763.91 ms
[2021-04-26 18:51:14 main:574] : INFO : Epoch 1674 | loss: 0.0310101 | val_loss: 0.0313325 | Time: 2765.37 ms
[2021-04-26 18:51:17 main:574] : INFO : Epoch 1675 | loss: 0.0310206 | val_loss: 0.0313029 | Time: 2786.53 ms
[2021-04-26 18:51:20 main:574] : INFO : Epoch 1676 | loss: 0.0310143 | val_loss: 0.0312912 | Time: 2758.73 ms
[2021-04-26 18:51:23 main:574] : INFO : Epoch 1677 | loss: 0.031009 | val_loss: 0.0313057 | Time: 2760 ms
[2021-04-26 18:51:25 main:574] : INFO : Epoch 1678 | loss: 0.0310199 | val_loss: 0.0312911 | Time: 2764.75 ms
[2021-04-26 18:51:28 main:574] : INFO : Epoch 1679 | loss: 0.0310039 | val_loss: 0.0313135 | Time: 2761.07 ms
[2021-04-26 18:51:31 main:574] : INFO : Epoch 1680 | loss: 0.031003 | val_loss: 0.0313323 | Time: 2758.9 ms
[2021-04-26 18:51:34 main:574] : INFO : Epoch 1681 | loss: 0.0310005 | val_loss: 0.0313104 | Time: 2775.55 ms
[2021-04-26 18:51:37 main:574] : INFO : Epoch 1682 | loss: 0.0309978 | val_loss: 0.0313123 | Time: 2767.24 ms
[2021-04-26 18:51:39 main:574] : INFO : Epoch 1683 | loss: 0.0310009 | val_loss: 0.0313295 | Time: 2771.95 ms
[2021-04-26 18:51:42 main:574] : INFO : Epoch 1684 | loss: 0.0309988 | val_loss: 0.0313361 | Time: 2756.03 ms
[2021-04-26 18:51:45 main:574] : INFO : Epoch 1685 | loss: 0.0310061 | val_loss: 0.0313278 | Time: 2758.7 ms
[2021-04-26 18:51:48 main:574] : INFO : Epoch 1686 | loss: 0.0310091 | val_loss: 0.0313074 | Time: 2764.64 ms
[2021-04-26 18:51:51 main:574] : INFO : Epoch 1687 | loss: 0.0310025 | val_loss: 0.0313179 | Time: 2772.34 ms
[2021-04-26 18:51:53 main:574] : INFO : Epoch 1688 | loss: 0.0310097 | val_loss: 0.0313246 | Time: 2764.27 ms
[2021-04-26 18:51:56 main:574] : INFO : Epoch 1689 | loss: 0.0310158 | val_loss: 0.0313216 | Time: 2761.4 ms
[2021-04-26 18:51:59 main:574] : INFO : Epoch 1690 | loss: 0.0310153 | val_loss: 0.031327 | Time: 2766.08 ms
[2021-04-26 18:52:02 main:574] : INFO : Epoch 1691 | loss: 0.0310108 | val_loss: 0.0313073 | Time: 2756.97 ms
[2021-04-26 18:52:04 main:574] : INFO : Epoch 1692 | loss: 0.0310202 | val_loss: 0.0312866 | Time: 2761.42 ms
[2021-04-26 18:52:07 main:574] : INFO : Epoch 1693 | loss: 0.0310124 | val_loss: 0.0313034 | Time: 2768.69 ms
[2021-04-26 18:52:10 main:574] : INFO : Epoch 1694 | loss: 0.03101 | val_loss: 0.0313046 | Time: 2767.38 ms
[2021-04-26 18:52:13 main:574] : INFO : Epoch 1695 | loss: 0.0310027 | val_loss: 0.0313267 | Time: 2752.03 ms
[2021-04-26 18:52:16 main:574] : INFO : Epoch 1696 | loss: 0.0309965 | val_loss: 0.031307 | Time: 2751.19 ms
[2021-04-26 18:52:18 main:574] : INFO : Epoch 1697 | loss: 0.0310039 | val_loss: 0.0313054 | Time: 2760.73 ms
[2021-04-26 18:52:21 main:574] : INFO : Epoch 1698 | loss: 0.0309984 | val_loss: 0.0313298 | Time: 2754.68 ms
[2021-04-26 18:52:24 main:574] : INFO : Epoch 1699 | loss: 0.0310007 | val_loss: 0.0312966 | Time: 2749.25 ms
[2021-04-26 18:52:27 main:574] : INFO : Epoch 1700 | loss: 0.0310169 | val_loss: 0.0313184 | Time: 2761.15 ms
[2021-04-26 18:52:29 main:574] : INFO : Epoch 1701 | loss: 0.0310047 | val_loss: 0.0313338 | Time: 2757.61 ms
[2021-04-26 18:52:32 main:574] : INFO : Epoch 1702 | loss: 0.0311014 | val_loss: 0.031229 | Time: 2761.57 ms
[2021-04-26 18:52:35 main:574] : INFO : Epoch 1703 | loss: 0.0311274 | val_loss: 0.0312402 | Time: 2768.64 ms
[2021-04-26 18:52:38 main:574] : INFO : Epoch 1704 | loss: 0.0310862 | val_loss: 0.0312667 | Time: 2774.81 ms
[2021-04-26 18:52:41 main:574] : INFO : Epoch 1705 | loss: 0.0310456 | val_loss: 0.031272 | Time: 2757.26 ms
[2021-04-26 18:52:43 main:574] : INFO : Epoch 1706 | loss: 0.0310198 | val_loss: 0.0313043 | Time: 2772.53 ms
[2021-04-26 18:52:46 main:574] : INFO : Epoch 1707 | loss: 0.0310103 | val_loss: 0.0313267 | Time: 2762.74 ms
[2021-04-26 18:52:49 main:574] : INFO : Epoch 1708 | loss: 0.0310098 | val_loss: 0.0312858 | Time: 2755.31 ms
[2021-04-26 18:52:52 main:574] : INFO : Epoch 1709 | loss: 0.0310055 | val_loss: 0.031314 | Time: 2752.84 ms
[2021-04-26 18:52:54 main:574] : INFO : Epoch 1710 | loss: 0.0310055 | val_loss: 0.0313079 | Time: 2757.68 ms
[2021-04-26 18:52:57 main:574] : INFO : Epoch 1711 | loss: 0.0310028 | val_loss: 0.0313177 | Time: 2756.87 ms
[2021-04-26 18:53:00 main:574] : INFO : Epoch 1712 | loss: 0.0310049 | val_loss: 0.0313095 | Time: 2756.65 ms
[2021-04-26 18:53:03 main:574] : INFO : Epoch 1713 | loss: 0.0310075 | val_loss: 0.0313073 | Time: 2760.51 ms
[2021-04-26 18:53:06 main:574] : INFO : Epoch 1714 | loss: 0.0310061 | val_loss: 0.0313047 | Time: 2768.19 ms
[2021-04-26 18:53:08 main:574] : INFO : Epoch 1715 | loss: 0.0310013 | val_loss: 0.031309 | Time: 2751.68 ms
[2021-04-26 18:53:11 main:574] : INFO : Epoch 1716 | loss: 0.0310038 | val_loss: 0.0313239 | Time: 2760.13 ms
[2021-04-26 18:53:14 main:574] : INFO : Epoch 1717 | loss: 0.0309989 | val_loss: 0.0313312 | Time: 2760.98 ms
[2021-04-26 18:53:17 main:574] : INFO : Epoch 1718 | loss: 0.0310064 | val_loss: 0.0312923 | Time: 2762.49 ms
[2021-04-26 18:53:20 main:574] : INFO : Epoch 1719 | loss: 0.0310103 | val_loss: 0.0313042 | Time: 2775.46 ms
[2021-04-26 18:53:22 main:574] : INFO : Epoch 1720 | loss: 0.0309981 | val_loss: 0.0313383 | Time: 2756.8 ms
[2021-04-26 18:53:25 main:574] : INFO : Epoch 1721 | loss: 0.0309968 | val_loss: 0.0313368 | Time: 2778.25 ms
[2021-04-26 18:53:28 main:574] : INFO : Epoch 1722 | loss: 0.0310124 | val_loss: 0.0312856 | Time: 2759.28 ms
[2021-04-26 18:53:31 main:574] : INFO : Epoch 1723 | loss: 0.0310135 | val_loss: 0.0312605 | Time: 2759.95 ms
[2021-04-26 18:53:33 main:574] : INFO : Epoch 1724 | loss: 0.0310106 | val_loss: 0.031313 | Time: 2776.95 ms
[2021-04-26 18:53:36 main:574] : INFO : Epoch 1725 | loss: 0.031013 | val_loss: 0.0312992 | Time: 2774.12 ms
[2021-04-26 18:53:39 main:574] : INFO : Epoch 1726 | loss: 0.0310092 | val_loss: 0.0313141 | Time: 2772.75 ms
[2021-04-26 18:53:42 main:574] : INFO : Epoch 1727 | loss: 0.0310133 | val_loss: 0.0313127 | Time: 2760.94 ms
[2021-04-26 18:53:45 main:574] : INFO : Epoch 1728 | loss: 0.0310022 | val_loss: 0.0313139 | Time: 2757 ms
[2021-04-26 18:53:47 main:574] : INFO : Epoch 1729 | loss: 0.031 | val_loss: 0.0313172 | Time: 2756.91 ms
[2021-04-26 18:53:50 main:574] : INFO : Epoch 1730 | loss: 0.031002 | val_loss: 0.0313241 | Time: 2755.85 ms
[2021-04-26 18:53:53 main:574] : INFO : Epoch 1731 | loss: 0.0310101 | val_loss: 0.0312941 | Time: 2763.85 ms
[2021-04-26 18:53:56 main:574] : INFO : Epoch 1732 | loss: 0.0310088 | val_loss: 0.0313013 | Time: 2760.94 ms
[2021-04-26 18:53:58 main:574] : INFO : Epoch 1733 | loss: 0.0310067 | val_loss: 0.0313107 | Time: 2755.07 ms
[2021-04-26 18:54:01 main:574] : INFO : Epoch 1734 | loss: 0.0309996 | val_loss: 0.0313051 | Time: 2753.02 ms
[2021-04-26 18:54:04 main:574] : INFO : Epoch 1735 | loss: 0.0309966 | val_loss: 0.0313321 | Time: 2760.25 ms
[2021-04-26 18:54:07 main:574] : INFO : Epoch 1736 | loss: 0.0310093 | val_loss: 0.0313215 | Time: 2762.86 ms
[2021-04-26 18:54:10 main:574] : INFO : Epoch 1737 | loss: 0.0310085 | val_loss: 0.0312872 | Time: 2756.67 ms
[2021-04-26 18:54:12 main:574] : INFO : Epoch 1738 | loss: 0.0310121 | val_loss: 0.031336 | Time: 2750.96 ms
[2021-04-26 18:54:15 main:574] : INFO : Epoch 1739 | loss: 0.0310301 | val_loss: 0.0312847 | Time: 2760.65 ms
[2021-04-26 18:54:18 main:574] : INFO : Epoch 1740 | loss: 0.0310202 | val_loss: 0.0313201 | Time: 2755.69 ms
[2021-04-26 18:54:21 main:574] : INFO : Epoch 1741 | loss: 0.0310025 | val_loss: 0.0313292 | Time: 2758.88 ms
[2021-04-26 18:54:23 main:574] : INFO : Epoch 1742 | loss: 0.0310034 | val_loss: 0.031326 | Time: 2755.84 ms
[2021-04-26 18:54:26 main:574] : INFO : Epoch 1743 | loss: 0.0310014 | val_loss: 0.0313111 | Time: 2758.23 ms
[2021-04-26 18:54:29 main:574] : INFO : Epoch 1744 | loss: 0.0310002 | val_loss: 0.0313044 | Time: 2765.57 ms
[2021-04-26 18:54:32 main:574] : INFO : Epoch 1745 | loss: 0.0309982 | val_loss: 0.0313133 | Time: 2773.69 ms
[2021-04-26 18:54:35 main:574] : INFO : Epoch 1746 | loss: 0.0310078 | val_loss: 0.0313095 | Time: 2763.99 ms
[2021-04-26 18:54:37 main:574] : INFO : Epoch 1747 | loss: 0.0310141 | val_loss: 0.0313166 | Time: 2764.87 ms
[2021-04-26 18:54:40 main:574] : INFO : Epoch 1748 | loss: 0.0310147 | val_loss: 0.0312871 | Time: 2761.61 ms
[2021-04-26 18:54:43 main:574] : INFO : Epoch 1749 | loss: 0.0310216 | val_loss: 0.0312881 | Time: 2765.39 ms
[2021-04-26 18:54:46 main:574] : INFO : Epoch 1750 | loss: 0.0310206 | val_loss: 0.0312892 | Time: 2767 ms
[2021-04-26 18:54:48 main:574] : INFO : Epoch 1751 | loss: 0.0310075 | val_loss: 0.031317 | Time: 2764.03 ms
[2021-04-26 18:54:51 main:574] : INFO : Epoch 1752 | loss: 0.031008 | val_loss: 0.0313312 | Time: 2755.33 ms
[2021-04-26 18:54:54 main:574] : INFO : Epoch 1753 | loss: 0.0309993 | val_loss: 0.0313118 | Time: 2773.01 ms
[2021-04-26 18:54:57 main:574] : INFO : Epoch 1754 | loss: 0.0310136 | val_loss: 0.0313015 | Time: 2758.38 ms
[2021-04-26 18:55:00 main:574] : INFO : Epoch 1755 | loss: 0.0310263 | val_loss: 0.0312384 | Time: 2765.47 ms
[2021-04-26 18:55:02 main:574] : INFO : Epoch 1756 | loss: 0.031086 | val_loss: 0.0312778 | Time: 2766.87 ms
[2021-04-26 18:55:05 main:574] : INFO : Epoch 1757 | loss: 0.0310399 | val_loss: 0.0313017 | Time: 2769.68 ms
[2021-04-26 18:55:08 main:574] : INFO : Epoch 1758 | loss: 0.031018 | val_loss: 0.031292 | Time: 2762.82 ms
[2021-04-26 18:55:11 main:574] : INFO : Epoch 1759 | loss: 0.0310115 | val_loss: 0.0313299 | Time: 2774.12 ms
[2021-04-26 18:55:14 main:574] : INFO : Epoch 1760 | loss: 0.0310048 | val_loss: 0.0313408 | Time: 2763.36 ms
[2021-04-26 18:55:16 main:574] : INFO : Epoch 1761 | loss: 0.0310041 | val_loss: 0.0313213 | Time: 2766.41 ms
[2021-04-26 18:55:19 main:574] : INFO : Epoch 1762 | loss: 0.0310062 | val_loss: 0.0313251 | Time: 2758.47 ms
[2021-04-26 18:55:22 main:574] : INFO : Epoch 1763 | loss: 0.0310065 | val_loss: 0.0313105 | Time: 2766.47 ms
[2021-04-26 18:55:25 main:574] : INFO : Epoch 1764 | loss: 0.0309983 | val_loss: 0.0313383 | Time: 2769.84 ms
[2021-04-26 18:55:28 main:574] : INFO : Epoch 1765 | loss: 0.0310055 | val_loss: 0.0313091 | Time: 2766.79 ms
[2021-04-26 18:55:30 main:574] : INFO : Epoch 1766 | loss: 0.0310021 | val_loss: 0.031306 | Time: 2762.13 ms
[2021-04-26 18:55:33 main:574] : INFO : Epoch 1767 | loss: 0.0310048 | val_loss: 0.0313012 | Time: 2758.96 ms
[2021-04-26 18:55:36 main:574] : INFO : Epoch 1768 | loss: 0.0310046 | val_loss: 0.0312975 | Time: 2768.26 ms
[2021-04-26 18:55:39 main:574] : INFO : Epoch 1769 | loss: 0.0310034 | val_loss: 0.0313329 | Time: 2762.58 ms
[2021-04-26 18:55:41 main:574] : INFO : Epoch 1770 | loss: 0.0310077 | val_loss: 0.0313197 | Time: 2761.15 ms
[2021-04-26 18:55:44 main:574] : INFO : Epoch 1771 | loss: 0.031013 | val_loss: 0.0313328 | Time: 2759.5 ms
[2021-04-26 18:55:47 main:574] : INFO : Epoch 1772 | loss: 0.0310195 | val_loss: 0.0313176 | Time: 2752.78 ms
[2021-04-26 18:55:50 main:574] : INFO : Epoch 1773 | loss: 0.0310063 | val_loss: 0.0313072 | Time: 2762.52 ms
[2021-04-26 18:55:53 main:574] : INFO : Epoch 1774 | loss: 0.031004 | val_loss: 0.0313142 | Time: 2760.73 ms
[2021-04-26 18:55:55 main:574] : INFO : Epoch 1775 | loss: 0.0310076 | val_loss: 0.0312978 | Time: 2747.77 ms
[2021-04-26 18:55:58 main:574] : INFO : Epoch 1776 | loss: 0.0310046 | val_loss: 0.0313213 | Time: 2756.37 ms
[2021-04-26 18:56:01 main:574] : INFO : Epoch 1777 | loss: 0.0310034 | val_loss: 0.0313245 | Time: 2752.63 ms
[2021-04-26 18:56:04 main:574] : INFO : Epoch 1778 | loss: 0.0310066 | val_loss: 0.0312984 | Time: 2748.53 ms
[2021-04-26 18:56:06 main:574] : INFO : Epoch 1779 | loss: 0.0310097 | val_loss: 0.0313292 | Time: 2748.76 ms
[2021-04-26 18:56:09 main:574] : INFO : Epoch 1780 | loss: 0.0309991 | val_loss: 0.031323 | Time: 2759.45 ms
[2021-04-26 18:56:12 main:574] : INFO : Epoch 1781 | loss: 0.0310057 | val_loss: 0.0313123 | Time: 2761.68 ms
[2021-04-26 18:56:15 main:574] : INFO : Epoch 1782 | loss: 0.0310017 | val_loss: 0.0313033 | Time: 2759.4 ms
[2021-04-26 18:56:18 main:574] : INFO : Epoch 1783 | loss: 0.0309968 | val_loss: 0.0313124 | Time: 2759.3 ms
[2021-04-26 18:56:20 main:574] : INFO : Epoch 1784 | loss: 0.0310035 | val_loss: 0.0313153 | Time: 2757.33 ms
[2021-04-26 18:56:23 main:574] : INFO : Epoch 1785 | loss: 0.0310035 | val_loss: 0.0313188 | Time: 2753.46 ms
[2021-04-26 18:56:26 main:574] : INFO : Epoch 1786 | loss: 0.0310132 | val_loss: 0.0312936 | Time: 2751.55 ms
[2021-04-26 18:56:29 main:574] : INFO : Epoch 1787 | loss: 0.0310155 | val_loss: 0.0312936 | Time: 2764.71 ms
[2021-04-26 18:56:31 main:574] : INFO : Epoch 1788 | loss: 0.0310068 | val_loss: 0.0313149 | Time: 2759.43 ms
[2021-04-26 18:56:34 main:574] : INFO : Epoch 1789 | loss: 0.0310014 | val_loss: 0.0312987 | Time: 2762.41 ms
[2021-04-26 18:56:37 main:574] : INFO : Epoch 1790 | loss: 0.0310115 | val_loss: 0.0313025 | Time: 2772.04 ms
[2021-04-26 18:56:40 main:574] : INFO : Epoch 1791 | loss: 0.0310153 | val_loss: 0.0312969 | Time: 2754.41 ms
[2021-04-26 18:56:43 main:574] : INFO : Epoch 1792 | loss: 0.0310114 | val_loss: 0.0313023 | Time: 2756.59 ms
[2021-04-26 18:56:45 main:574] : INFO : Epoch 1793 | loss: 0.0310097 | val_loss: 0.0313014 | Time: 2763.11 ms
[2021-04-26 18:56:48 main:574] : INFO : Epoch 1794 | loss: 0.0309966 | val_loss: 0.0313367 | Time: 2772.79 ms
[2021-04-26 18:56:51 main:574] : INFO : Epoch 1795 | loss: 0.0309979 | val_loss: 0.031345 | Time: 2760.93 ms
[2021-04-26 18:56:54 main:574] : INFO : Epoch 1796 | loss: 0.0310017 | val_loss: 0.0312916 | Time: 2766.02 ms
[2021-04-26 18:56:56 main:574] : INFO : Epoch 1797 | loss: 0.0310032 | val_loss: 0.0313214 | Time: 2760.54 ms
[2021-04-26 18:56:59 main:574] : INFO : Epoch 1798 | loss: 0.0310002 | val_loss: 0.0313474 | Time: 2754.69 ms
[2021-04-26 18:57:02 main:574] : INFO : Epoch 1799 | loss: 0.0310021 | val_loss: 0.0313392 | Time: 2766.01 ms
[2021-04-26 18:57:05 main:574] : INFO : Epoch 1800 | loss: 0.0310046 | val_loss: 0.0312844 | Time: 2768.04 ms
[2021-04-26 18:57:08 main:574] : INFO : Epoch 1801 | loss: 0.0310109 | val_loss: 0.0313412 | Time: 2771.43 ms
[2021-04-26 18:57:10 main:574] : INFO : Epoch 1802 | loss: 0.0310091 | val_loss: 0.0313068 | Time: 2760.5 ms
[2021-04-26 18:57:13 main:574] : INFO : Epoch 1803 | loss: 0.0310121 | val_loss: 0.0313143 | Time: 2765.27 ms
[2021-04-26 18:57:16 main:574] : INFO : Epoch 1804 | loss: 0.0310245 | val_loss: 0.0313049 | Time: 2767.44 ms
[2021-04-26 18:57:19 main:574] : INFO : Epoch 1805 | loss: 0.0310076 | val_loss: 0.0313496 | Time: 2752.78 ms
[2021-04-26 18:57:22 main:574] : INFO : Epoch 1806 | loss: 0.0310037 | val_loss: 0.0312997 | Time: 2763.38 ms
[2021-04-26 18:57:24 main:574] : INFO : Epoch 1807 | loss: 0.0310074 | val_loss: 0.0313001 | Time: 2755.08 ms
[2021-04-26 18:57:27 main:574] : INFO : Epoch 1808 | loss: 0.0310033 | val_loss: 0.0313138 | Time: 2770.09 ms
[2021-04-26 18:57:30 main:574] : INFO : Epoch 1809 | loss: 0.0310023 | val_loss: 0.0313245 | Time: 2769.53 ms
[2021-04-26 18:57:33 main:574] : INFO : Epoch 1810 | loss: 0.031004 | val_loss: 0.031337 | Time: 2757.23 ms
[2021-04-26 18:57:35 main:574] : INFO : Epoch 1811 | loss: 0.0310047 | val_loss: 0.0313464 | Time: 2764.43 ms
[2021-04-26 18:57:38 main:574] : INFO : Epoch 1812 | loss: 0.0310076 | val_loss: 0.0313449 | Time: 2757.71 ms
[2021-04-26 18:57:41 main:574] : INFO : Epoch 1813 | loss: 0.03101 | val_loss: 0.0313196 | Time: 2761.69 ms
[2021-04-26 18:57:44 main:574] : INFO : Epoch 1814 | loss: 0.0310058 | val_loss: 0.0313081 | Time: 2759.32 ms
[2021-04-26 18:57:47 main:574] : INFO : Epoch 1815 | loss: 0.0310112 | val_loss: 0.031321 | Time: 2763.05 ms
[2021-04-26 18:57:49 main:574] : INFO : Epoch 1816 | loss: 0.0310141 | val_loss: 0.0312945 | Time: 2743.68 ms
[2021-04-26 18:57:52 main:574] : INFO : Epoch 1817 | loss: 0.0310021 | val_loss: 0.0313232 | Time: 2769.51 ms
[2021-04-26 18:57:55 main:574] : INFO : Epoch 1818 | loss: 0.0309979 | val_loss: 0.0313558 | Time: 2759.96 ms
[2021-04-26 18:57:58 main:574] : INFO : Epoch 1819 | loss: 0.0310026 | val_loss: 0.0312942 | Time: 2751.05 ms
[2021-04-26 18:58:00 main:574] : INFO : Epoch 1820 | loss: 0.0310165 | val_loss: 0.0313231 | Time: 2758.92 ms
[2021-04-26 18:58:03 main:574] : INFO : Epoch 1821 | loss: 0.0310042 | val_loss: 0.0313408 | Time: 2773.22 ms
[2021-04-26 18:58:06 main:574] : INFO : Epoch 1822 | loss: 0.0310365 | val_loss: 0.0312516 | Time: 2755.22 ms
[2021-04-26 18:58:09 main:574] : INFO : Epoch 1823 | loss: 0.0310349 | val_loss: 0.0313027 | Time: 2758.9 ms
[2021-04-26 18:58:12 main:574] : INFO : Epoch 1824 | loss: 0.0310125 | val_loss: 0.0313112 | Time: 2755.84 ms
[2021-04-26 18:58:14 main:574] : INFO : Epoch 1825 | loss: 0.031004 | val_loss: 0.0313179 | Time: 2751.74 ms
[2021-04-26 18:58:17 main:574] : INFO : Epoch 1826 | loss: 0.0310014 | val_loss: 0.0313269 | Time: 2770.67 ms
[2021-04-26 18:58:20 main:574] : INFO : Epoch 1827 | loss: 0.0310039 | val_loss: 0.0313771 | Time: 2751.46 ms
[2021-04-26 18:58:23 main:574] : INFO : Epoch 1828 | loss: 0.0310028 | val_loss: 0.0313163 | Time: 2770.15 ms
[2021-04-26 18:58:25 main:574] : INFO : Epoch 1829 | loss: 0.0310065 | val_loss: 0.0313094 | Time: 2762.5 ms
[2021-04-26 18:58:28 main:574] : INFO : Epoch 1830 | loss: 0.0310135 | val_loss: 0.0313046 | Time: 2766.98 ms
[2021-04-26 18:58:31 main:574] : INFO : Epoch 1831 | loss: 0.031006 | val_loss: 0.0313193 | Time: 2756.93 ms
[2021-04-26 18:58:34 main:574] : INFO : Epoch 1832 | loss: 0.0310111 | val_loss: 0.0312874 | Time: 2753.6 ms
[2021-04-26 18:58:37 main:574] : INFO : Epoch 1833 | loss: 0.0310236 | val_loss: 0.0312908 | Time: 2760.07 ms
[2021-04-26 18:58:39 main:574] : INFO : Epoch 1834 | loss: 0.0310126 | val_loss: 0.0313208 | Time: 2749.72 ms
[2021-04-26 18:58:42 main:574] : INFO : Epoch 1835 | loss: 0.0310038 | val_loss: 0.0313151 | Time: 2763.77 ms
[2021-04-26 18:58:45 main:574] : INFO : Epoch 1836 | loss: 0.0310019 | val_loss: 0.0313107 | Time: 2763.93 ms
[2021-04-26 18:58:48 main:574] : INFO : Epoch 1837 | loss: 0.0310058 | val_loss: 0.0313023 | Time: 2763.75 ms
[2021-04-26 18:58:50 main:574] : INFO : Epoch 1838 | loss: 0.0310053 | val_loss: 0.0313255 | Time: 2752.92 ms
[2021-04-26 18:58:53 main:574] : INFO : Epoch 1839 | loss: 0.0310102 | val_loss: 0.0313126 | Time: 2768.24 ms
[2021-04-26 18:58:56 main:574] : INFO : Epoch 1840 | loss: 0.0310133 | val_loss: 0.0313214 | Time: 2740.64 ms
[2021-04-26 18:58:59 main:574] : INFO : Epoch 1841 | loss: 0.0310087 | val_loss: 0.0313329 | Time: 2773.62 ms
[2021-04-26 18:59:02 main:574] : INFO : Epoch 1842 | loss: 0.0310073 | val_loss: 0.0312983 | Time: 2771.39 ms
[2021-04-26 18:59:04 main:574] : INFO : Epoch 1843 | loss: 0.0310092 | val_loss: 0.0312817 | Time: 2763.26 ms
[2021-04-26 18:59:07 main:574] : INFO : Epoch 1844 | loss: 0.0310042 | val_loss: 0.0313181 | Time: 2758.25 ms
[2021-04-26 18:59:10 main:574] : INFO : Epoch 1845 | loss: 0.0310108 | val_loss: 0.031304 | Time: 2762.26 ms
[2021-04-26 18:59:13 main:574] : INFO : Epoch 1846 | loss: 0.0310227 | val_loss: 0.0312914 | Time: 2762.16 ms
[2021-04-26 18:59:16 main:574] : INFO : Epoch 1847 | loss: 0.0310182 | val_loss: 0.0313228 | Time: 2759.26 ms
[2021-04-26 18:59:18 main:574] : INFO : Epoch 1848 | loss: 0.0310048 | val_loss: 0.0313266 | Time: 2766.22 ms
[2021-04-26 18:59:21 main:574] : INFO : Epoch 1849 | loss: 0.0310086 | val_loss: 0.0312983 | Time: 2761.2 ms
[2021-04-26 18:59:24 main:574] : INFO : Epoch 1850 | loss: 0.0310154 | val_loss: 0.0312988 | Time: 2770.88 ms
[2021-04-26 18:59:27 main:574] : INFO : Epoch 1851 | loss: 0.0310141 | val_loss: 0.03132 | Time: 2763.17 ms
[2021-04-26 18:59:29 main:574] : INFO : Epoch 1852 | loss: 0.031005 | val_loss: 0.0313152 | Time: 2764.92 ms
[2021-04-26 18:59:32 main:574] : INFO : Epoch 1853 | loss: 0.0310028 | val_loss: 0.0313369 | Time: 2767.5 ms
[2021-04-26 18:59:35 main:574] : INFO : Epoch 1854 | loss: 0.0310003 | val_loss: 0.0313459 | Time: 2770.29 ms
[2021-04-26 18:59:38 main:574] : INFO : Epoch 1855 | loss: 0.0310011 | val_loss: 0.0313153 | Time: 2760.46 ms
[2021-04-26 18:59:41 main:574] : INFO : Epoch 1856 | loss: 0.0309991 | val_loss: 0.031306 | Time: 2761.95 ms
[2021-04-26 18:59:43 main:574] : INFO : Epoch 1857 | loss: 0.0310049 | val_loss: 0.0313285 | Time: 2756.26 ms
[2021-04-26 18:59:46 main:574] : INFO : Epoch 1858 | loss: 0.0310004 | val_loss: 0.031337 | Time: 2763.42 ms
[2021-04-26 18:59:49 main:574] : INFO : Epoch 1859 | loss: 0.030995 | val_loss: 0.0313171 | Time: 2748.98 ms
[2021-04-26 18:59:52 main:574] : INFO : Epoch 1860 | loss: 0.0309994 | val_loss: 0.0313218 | Time: 2759.74 ms
[2021-04-26 18:59:54 main:574] : INFO : Epoch 1861 | loss: 0.0310043 | val_loss: 0.031331 | Time: 2763.15 ms
[2021-04-26 18:59:57 main:574] : INFO : Epoch 1862 | loss: 0.0310076 | val_loss: 0.0313033 | Time: 2768.28 ms
[2021-04-26 19:00:00 main:574] : INFO : Epoch 1863 | loss: 0.0310129 | val_loss: 0.0313024 | Time: 2771.98 ms
[2021-04-26 19:00:03 main:574] : INFO : Epoch 1864 | loss: 0.0310044 | val_loss: 0.0313294 | Time: 2761.86 ms
[2021-04-26 19:00:06 main:574] : INFO : Epoch 1865 | loss: 0.0309979 | val_loss: 0.031311 | Time: 2761.29 ms
[2021-04-26 19:00:08 main:574] : INFO : Epoch 1866 | loss: 0.0310005 | val_loss: 0.0313101 | Time: 2774.58 ms
[2021-04-26 19:00:11 main:574] : INFO : Epoch 1867 | loss: 0.0309946 | val_loss: 0.0313288 | Time: 2762.76 ms
[2021-04-26 19:00:14 main:574] : INFO : Epoch 1868 | loss: 0.0309944 | val_loss: 0.031336 | Time: 2756.85 ms
[2021-04-26 19:00:17 main:574] : INFO : Epoch 1869 | loss: 0.0310007 | val_loss: 0.0313203 | Time: 2765.21 ms
[2021-04-26 19:00:20 main:574] : INFO : Epoch 1870 | loss: 0.0310088 | val_loss: 0.0313272 | Time: 2766.91 ms
[2021-04-26 19:00:22 main:574] : INFO : Epoch 1871 | loss: 0.03101 | val_loss: 0.0313131 | Time: 2751.34 ms
[2021-04-26 19:00:25 main:574] : INFO : Epoch 1872 | loss: 0.0310096 | val_loss: 0.0313179 | Time: 2762.34 ms
[2021-04-26 19:00:28 main:574] : INFO : Epoch 1873 | loss: 0.0310085 | val_loss: 0.0313166 | Time: 2766.77 ms
[2021-04-26 19:00:31 main:574] : INFO : Epoch 1874 | loss: 0.031004 | val_loss: 0.0312997 | Time: 2757.78 ms
[2021-04-26 19:00:33 main:574] : INFO : Epoch 1875 | loss: 0.0310067 | val_loss: 0.0313194 | Time: 2754.7 ms
[2021-04-26 19:00:36 main:574] : INFO : Epoch 1876 | loss: 0.0310019 | val_loss: 0.0312965 | Time: 2777.14 ms
[2021-04-26 19:00:39 main:574] : INFO : Epoch 1877 | loss: 0.0310045 | val_loss: 0.0313087 | Time: 2759.24 ms
[2021-04-26 19:00:42 main:574] : INFO : Epoch 1878 | loss: 0.0310018 | val_loss: 0.0313169 | Time: 2765.93 ms
[2021-04-26 19:00:45 main:574] : INFO : Epoch 1879 | loss: 0.0310093 | val_loss: 0.0313045 | Time: 2758.25 ms
[2021-04-26 19:00:47 main:574] : INFO : Epoch 1880 | loss: 0.0310032 | val_loss: 0.03132 | Time: 2765.15 ms
[2021-04-26 19:00:50 main:574] : INFO : Epoch 1881 | loss: 0.0310037 | val_loss: 0.0313367 | Time: 2765.75 ms
[2021-04-26 19:00:53 main:574] : INFO : Epoch 1882 | loss: 0.0310059 | val_loss: 0.0313136 | Time: 2752.63 ms
[2021-04-26 19:00:56 main:574] : INFO : Epoch 1883 | loss: 0.0309987 | val_loss: 0.0313144 | Time: 2766.5 ms
[2021-04-26 19:00:58 main:574] : INFO : Epoch 1884 | loss: 0.031001 | val_loss: 0.0313104 | Time: 2761.48 ms
[2021-04-26 19:01:01 main:574] : INFO : Epoch 1885 | loss: 0.0310131 | val_loss: 0.0313461 | Time: 2762.27 ms
[2021-04-26 19:01:04 main:574] : INFO : Epoch 1886 | loss: 0.0310008 | val_loss: 0.031319 | Time: 2758.06 ms
[2021-04-26 19:01:07 main:574] : INFO : Epoch 1887 | loss: 0.0310194 | val_loss: 0.0313177 | Time: 2756.02 ms
[2021-04-26 19:01:10 main:574] : INFO : Epoch 1888 | loss: 0.0310122 | val_loss: 0.0313188 | Time: 2762.78 ms
[2021-04-26 19:01:12 main:574] : INFO : Epoch 1889 | loss: 0.0310023 | val_loss: 0.031305 | Time: 2757.78 ms
[2021-04-26 19:01:15 main:574] : INFO : Epoch 1890 | loss: 0.0310071 | val_loss: 0.0313269 | Time: 2753.43 ms
[2021-04-26 19:01:18 main:574] : INFO : Epoch 1891 | loss: 0.0310122 | val_loss: 0.0312957 | Time: 2758.78 ms
[2021-04-26 19:01:21 main:574] : INFO : Epoch 1892 | loss: 0.0310106 | val_loss: 0.0312962 | Time: 2773.95 ms
[2021-04-26 19:01:23 main:574] : INFO : Epoch 1893 | loss: 0.0310097 | val_loss: 0.0313196 | Time: 2762.05 ms
[2021-04-26 19:01:26 main:574] : INFO : Epoch 1894 | loss: 0.0309968 | val_loss: 0.0313137 | Time: 2753.95 ms
[2021-04-26 19:01:29 main:574] : INFO : Epoch 1895 | loss: 0.0310056 | val_loss: 0.0313101 | Time: 2771.98 ms
[2021-04-26 19:01:32 main:574] : INFO : Epoch 1896 | loss: 0.0310059 | val_loss: 0.0313199 | Time: 2763.39 ms
[2021-04-26 19:01:35 main:574] : INFO : Epoch 1897 | loss: 0.0309982 | val_loss: 0.0313197 | Time: 2761.9 ms
[2021-04-26 19:01:37 main:574] : INFO : Epoch 1898 | loss: 0.0310052 | val_loss: 0.0313146 | Time: 2774.45 ms
[2021-04-26 19:01:40 main:574] : INFO : Epoch 1899 | loss: 0.0310445 | val_loss: 0.0312907 | Time: 2759.48 ms
[2021-04-26 19:01:43 main:574] : INFO : Epoch 1900 | loss: 0.0310278 | val_loss: 0.0312994 | Time: 2763.12 ms
[2021-04-26 19:01:46 main:574] : INFO : Epoch 1901 | loss: 0.0310101 | val_loss: 0.0313133 | Time: 2759.78 ms
[2021-04-26 19:01:49 main:574] : INFO : Epoch 1902 | loss: 0.0310067 | val_loss: 0.0313408 | Time: 2761.05 ms
[2021-04-26 19:01:51 main:574] : INFO : Epoch 1903 | loss: 0.0310056 | val_loss: 0.0313163 | Time: 2754.77 ms
[2021-04-26 19:01:54 main:574] : INFO : Epoch 1904 | loss: 0.030996 | val_loss: 0.0313062 | Time: 2754.7 ms
[2021-04-26 19:01:57 main:574] : INFO : Epoch 1905 | loss: 0.0310025 | val_loss: 0.0313127 | Time: 2760.12 ms
[2021-04-26 19:02:00 main:574] : INFO : Epoch 1906 | loss: 0.0310072 | val_loss: 0.0313193 | Time: 2758.9 ms
[2021-04-26 19:02:02 main:574] : INFO : Epoch 1907 | loss: 0.031008 | val_loss: 0.0313054 | Time: 2757.34 ms
[2021-04-26 19:02:05 main:574] : INFO : Epoch 1908 | loss: 0.0310001 | val_loss: 0.0313086 | Time: 2765.43 ms
[2021-04-26 19:02:08 main:574] : INFO : Epoch 1909 | loss: 0.0310028 | val_loss: 0.0313348 | Time: 2757.58 ms
[2021-04-26 19:02:11 main:574] : INFO : Epoch 1910 | loss: 0.0310051 | val_loss: 0.0313147 | Time: 2752.65 ms
[2021-04-26 19:02:13 main:574] : INFO : Epoch 1911 | loss: 0.0310061 | val_loss: 0.0313146 | Time: 2762.12 ms
[2021-04-26 19:02:16 main:574] : INFO : Epoch 1912 | loss: 0.0310143 | val_loss: 0.0313256 | Time: 2765.43 ms
[2021-04-26 19:02:19 main:574] : INFO : Epoch 1913 | loss: 0.0310103 | val_loss: 0.0313279 | Time: 2776.74 ms
[2021-04-26 19:02:22 main:574] : INFO : Epoch 1914 | loss: 0.0310033 | val_loss: 0.0313444 | Time: 2755.72 ms
[2021-04-26 19:02:25 main:574] : INFO : Epoch 1915 | loss: 0.0309983 | val_loss: 0.0313136 | Time: 2765.4 ms
[2021-04-26 19:02:27 main:574] : INFO : Epoch 1916 | loss: 0.0310033 | val_loss: 0.0313211 | Time: 2761.66 ms
[2021-04-26 19:02:30 main:574] : INFO : Epoch 1917 | loss: 0.0310082 | val_loss: 0.0312956 | Time: 2760.85 ms
[2021-04-26 19:02:33 main:574] : INFO : Epoch 1918 | loss: 0.0310047 | val_loss: 0.0313075 | Time: 2758.51 ms
[2021-04-26 19:02:36 main:574] : INFO : Epoch 1919 | loss: 0.031004 | val_loss: 0.0313146 | Time: 2763.93 ms
[2021-04-26 19:02:39 main:574] : INFO : Epoch 1920 | loss: 0.0310128 | val_loss: 0.0312914 | Time: 2769.23 ms
[2021-04-26 19:02:41 main:574] : INFO : Epoch 1921 | loss: 0.0310125 | val_loss: 0.0313147 | Time: 2760.12 ms
[2021-04-26 19:02:44 main:574] : INFO : Epoch 1922 | loss: 0.0309949 | val_loss: 0.0313306 | Time: 2745.61 ms
[2021-04-26 19:02:47 main:574] : INFO : Epoch 1923 | loss: 0.0309968 | val_loss: 0.0313114 | Time: 2759.76 ms
[2021-04-26 19:02:50 main:574] : INFO : Epoch 1924 | loss: 0.0310063 | val_loss: 0.031335 | Time: 2759.94 ms
[2021-04-26 19:02:52 main:574] : INFO : Epoch 1925 | loss: 0.0310065 | val_loss: 0.0313023 | Time: 2765.95 ms
[2021-04-26 19:02:55 main:574] : INFO : Epoch 1926 | loss: 0.0310031 | val_loss: 0.0312956 | Time: 2758.8 ms
[2021-04-26 19:02:58 main:574] : INFO : Epoch 1927 | loss: 0.0310025 | val_loss: 0.031307 | Time: 2762.14 ms
[2021-04-26 19:03:01 main:574] : INFO : Epoch 1928 | loss: 0.0310097 | val_loss: 0.031352 | Time: 2763.61 ms
[2021-04-26 19:03:04 main:574] : INFO : Epoch 1929 | loss: 0.031011 | val_loss: 0.0313063 | Time: 2756.63 ms
[2021-04-26 19:03:06 main:574] : INFO : Epoch 1930 | loss: 0.0310053 | val_loss: 0.0313308 | Time: 2755.72 ms
[2021-04-26 19:03:09 main:574] : INFO : Epoch 1931 | loss: 0.0310137 | val_loss: 0.0313107 | Time: 2756.57 ms
[2021-04-26 19:03:12 main:574] : INFO : Epoch 1932 | loss: 0.0310204 | val_loss: 0.0313008 | Time: 2756.57 ms
[2021-04-26 19:03:15 main:574] : INFO : Epoch 1933 | loss: 0.0310065 | val_loss: 0.031312 | Time: 2755.26 ms
[2021-04-26 19:03:17 main:574] : INFO : Epoch 1934 | loss: 0.0310103 | val_loss: 0.0312929 | Time: 2762.26 ms
[2021-04-26 19:03:20 main:574] : INFO : Epoch 1935 | loss: 0.031009 | val_loss: 0.0313089 | Time: 2759.86 ms
[2021-04-26 19:03:23 main:574] : INFO : Epoch 1936 | loss: 0.0310053 | val_loss: 0.0313127 | Time: 2759.14 ms
[2021-04-26 19:03:26 main:574] : INFO : Epoch 1937 | loss: 0.0310084 | val_loss: 0.0313141 | Time: 2770.94 ms
[2021-04-26 19:03:29 main:574] : INFO : Epoch 1938 | loss: 0.0310056 | val_loss: 0.0313144 | Time: 2754.01 ms
[2021-04-26 19:03:31 main:574] : INFO : Epoch 1939 | loss: 0.0310076 | val_loss: 0.0313121 | Time: 2767.62 ms
[2021-04-26 19:03:34 main:574] : INFO : Epoch 1940 | loss: 0.0310046 | val_loss: 0.031295 | Time: 2747.47 ms
[2021-04-26 19:03:37 main:574] : INFO : Epoch 1941 | loss: 0.0310071 | val_loss: 0.0313221 | Time: 2774.06 ms
[2021-04-26 19:03:40 main:574] : INFO : Epoch 1942 | loss: 0.0309981 | val_loss: 0.0313431 | Time: 2759.11 ms
[2021-04-26 19:03:43 main:574] : INFO : Epoch 1943 | loss: 0.0310128 | val_loss: 0.0312975 | Time: 2755.99 ms
[2021-04-26 19:03:45 main:574] : INFO : Epoch 1944 | loss: 0.0310201 | val_loss: 0.0312888 | Time: 2774.03 ms
[2021-04-26 19:03:48 main:574] : INFO : Epoch 1945 | loss: 0.0310084 | val_loss: 0.0313097 | Time: 2763.84 ms
[2021-04-26 19:03:51 main:574] : INFO : Epoch 1946 | loss: 0.0310034 | val_loss: 0.031312 | Time: 2768.33 ms
[2021-04-26 19:03:54 main:574] : INFO : Epoch 1947 | loss: 0.0310019 | val_loss: 0.0313033 | Time: 2757.32 ms
[2021-04-26 19:03:56 main:574] : INFO : Epoch 1948 | loss: 0.0310115 | val_loss: 0.0313002 | Time: 2754.78 ms
[2021-04-26 19:03:59 main:574] : INFO : Epoch 1949 | loss: 0.0310105 | val_loss: 0.0312827 | Time: 2759.92 ms
[2021-04-26 19:04:02 main:574] : INFO : Epoch 1950 | loss: 0.0310021 | val_loss: 0.0313013 | Time: 2762.89 ms
[2021-04-26 19:04:05 main:574] : INFO : Epoch 1951 | loss: 0.0310192 | val_loss: 0.0312823 | Time: 2773.86 ms
[2021-04-26 19:04:08 main:574] : INFO : Epoch 1952 | loss: 0.0310074 | val_loss: 0.0313299 | Time: 2758.34 ms
[2021-04-26 19:04:10 main:574] : INFO : Epoch 1953 | loss: 0.0309989 | val_loss: 0.0313396 | Time: 2757.1 ms
[2021-04-26 19:04:13 main:574] : INFO : Epoch 1954 | loss: 0.0309924 | val_loss: 0.031318 | Time: 2762.77 ms
[2021-04-26 19:04:16 main:574] : INFO : Epoch 1955 | loss: 0.0310075 | val_loss: 0.0313264 | Time: 2766.6 ms
[2021-04-26 19:04:19 main:574] : INFO : Epoch 1956 | loss: 0.0310059 | val_loss: 0.0313188 | Time: 2749.11 ms
[2021-04-26 19:04:21 main:574] : INFO : Epoch 1957 | loss: 0.0310087 | val_loss: 0.0313289 | Time: 2740.23 ms
[2021-04-26 19:04:24 main:574] : INFO : Epoch 1958 | loss: 0.0310119 | val_loss: 0.0313218 | Time: 2759.66 ms
[2021-04-26 19:04:27 main:574] : INFO : Epoch 1959 | loss: 0.0310046 | val_loss: 0.0312931 | Time: 2767.27 ms
[2021-04-26 19:04:30 main:574] : INFO : Epoch 1960 | loss: 0.0310082 | val_loss: 0.0313251 | Time: 2758.11 ms
[2021-04-26 19:04:33 main:574] : INFO : Epoch 1961 | loss: 0.0310055 | val_loss: 0.0313281 | Time: 2757.44 ms
[2021-04-26 19:04:35 main:574] : INFO : Epoch 1962 | loss: 0.0310011 | val_loss: 0.0313082 | Time: 2768.68 ms
[2021-04-26 19:04:38 main:574] : INFO : Epoch 1963 | loss: 0.0310052 | val_loss: 0.031311 | Time: 2756.99 ms
[2021-04-26 19:04:41 main:574] : INFO : Epoch 1964 | loss: 0.0310019 | val_loss: 0.031321 | Time: 2770.69 ms
[2021-04-26 19:04:44 main:574] : INFO : Epoch 1965 | loss: 0.0310145 | val_loss: 0.0313022 | Time: 2767.51 ms
[2021-04-26 19:04:47 main:574] : INFO : Epoch 1966 | loss: 0.0310077 | val_loss: 0.0313085 | Time: 2757.45 ms
[2021-04-26 19:04:49 main:574] : INFO : Epoch 1967 | loss: 0.0310005 | val_loss: 0.0313132 | Time: 2763.55 ms
[2021-04-26 19:04:52 main:574] : INFO : Epoch 1968 | loss: 0.0310035 | val_loss: 0.0313167 | Time: 2765.52 ms
[2021-04-26 19:04:55 main:574] : INFO : Epoch 1969 | loss: 0.0309974 | val_loss: 0.0313128 | Time: 2766.69 ms
[2021-04-26 19:04:58 main:574] : INFO : Epoch 1970 | loss: 0.0309969 | val_loss: 0.0313252 | Time: 2763.76 ms
[2021-04-26 19:05:00 main:574] : INFO : Epoch 1971 | loss: 0.0310105 | val_loss: 0.0312963 | Time: 2760.8 ms
[2021-04-26 19:05:03 main:574] : INFO : Epoch 1972 | loss: 0.0310107 | val_loss: 0.0312959 | Time: 2758.41 ms
[2021-04-26 19:05:06 main:574] : INFO : Epoch 1973 | loss: 0.0310202 | val_loss: 0.0313107 | Time: 2741.46 ms
[2021-04-26 19:05:09 main:574] : INFO : Epoch 1974 | loss: 0.0310112 | val_loss: 0.0313206 | Time: 2756.75 ms
[2021-04-26 19:05:12 main:574] : INFO : Epoch 1975 | loss: 0.0310087 | val_loss: 0.0313253 | Time: 2772.75 ms
[2021-04-26 19:05:14 main:574] : INFO : Epoch 1976 | loss: 0.0310048 | val_loss: 0.0313167 | Time: 2761.37 ms
[2021-04-26 19:05:17 main:574] : INFO : Epoch 1977 | loss: 0.0309994 | val_loss: 0.0313009 | Time: 2768.56 ms
[2021-04-26 19:05:20 main:574] : INFO : Epoch 1978 | loss: 0.0309977 | val_loss: 0.0313296 | Time: 2752.31 ms
[2021-04-26 19:05:23 main:574] : INFO : Epoch 1979 | loss: 0.0310051 | val_loss: 0.0313087 | Time: 2754 ms
[2021-04-26 19:05:25 main:574] : INFO : Epoch 1980 | loss: 0.0310104 | val_loss: 0.031343 | Time: 2756.49 ms
[2021-04-26 19:05:28 main:574] : INFO : Epoch 1981 | loss: 0.0310106 | val_loss: 0.0313023 | Time: 2760.51 ms
[2021-04-26 19:05:31 main:574] : INFO : Epoch 1982 | loss: 0.0310094 | val_loss: 0.0313097 | Time: 2763.08 ms
[2021-04-26 19:05:34 main:574] : INFO : Epoch 1983 | loss: 0.0310169 | val_loss: 0.0313387 | Time: 2769.5 ms
[2021-04-26 19:05:37 main:574] : INFO : Epoch 1984 | loss: 0.0310087 | val_loss: 0.0313305 | Time: 2765.07 ms
[2021-04-26 19:05:39 main:574] : INFO : Epoch 1985 | loss: 0.0310118 | val_loss: 0.0313126 | Time: 2767.1 ms
[2021-04-26 19:05:42 main:574] : INFO : Epoch 1986 | loss: 0.0310088 | val_loss: 0.0313205 | Time: 2755.66 ms
[2021-04-26 19:05:45 main:574] : INFO : Epoch 1987 | loss: 0.0310002 | val_loss: 0.0313246 | Time: 2769.6 ms
[2021-04-26 19:05:48 main:574] : INFO : Epoch 1988 | loss: 0.0310021 | val_loss: 0.0313185 | Time: 2773.42 ms
[2021-04-26 19:05:51 main:574] : INFO : Epoch 1989 | loss: 0.0310015 | val_loss: 0.031324 | Time: 2760.23 ms
[2021-04-26 19:05:53 main:574] : INFO : Epoch 1990 | loss: 0.0310041 | val_loss: 0.0313056 | Time: 2760.46 ms
[2021-04-26 19:05:56 main:574] : INFO : Epoch 1991 | loss: 0.0309981 | val_loss: 0.0313051 | Time: 2760.34 ms
[2021-04-26 19:05:59 main:574] : INFO : Epoch 1992 | loss: 0.0310005 | val_loss: 0.0313235 | Time: 2753.62 ms
[2021-04-26 19:06:02 main:574] : INFO : Epoch 1993 | loss: 0.0310068 | val_loss: 0.0313027 | Time: 2761.54 ms
[2021-04-26 19:06:04 main:574] : INFO : Epoch 1994 | loss: 0.0310091 | val_loss: 0.0312801 | Time: 2772.62 ms
[2021-04-26 19:06:07 main:574] : INFO : Epoch 1995 | loss: 0.0310343 | val_loss: 0.0312847 | Time: 2756.57 ms
[2021-04-26 19:06:10 main:574] : INFO : Epoch 1996 | loss: 0.0310221 | val_loss: 0.0313134 | Time: 2761.27 ms
[2021-04-26 19:06:13 main:574] : INFO : Epoch 1997 | loss: 0.0310019 | val_loss: 0.0313182 | Time: 2757.11 ms
[2021-04-26 19:06:16 main:574] : INFO : Epoch 1998 | loss: 0.0310021 | val_loss: 0.0313186 | Time: 2763.47 ms
[2021-04-26 19:06:18 main:574] : INFO : Epoch 1999 | loss: 0.0309989 | val_loss: 0.0313284 | Time: 2767.62 ms
[2021-04-26 19:06:21 main:574] : INFO : Epoch 2000 | loss: 0.0310058 | val_loss: 0.0313195 | Time: 2761.23 ms
[2021-04-26 19:06:24 main:574] : INFO : Epoch 2001 | loss: 0.0310099 | val_loss: 0.0312809 | Time: 2753.61 ms
[2021-04-26 19:06:27 main:574] : INFO : Epoch 2002 | loss: 0.031024 | val_loss: 0.0312968 | Time: 2768.19 ms
[2021-04-26 19:06:29 main:574] : INFO : Epoch 2003 | loss: 0.0310143 | val_loss: 0.0313162 | Time: 2762.23 ms
[2021-04-26 19:06:32 main:574] : INFO : Epoch 2004 | loss: 0.031012 | val_loss: 0.0313046 | Time: 2760.95 ms
[2021-04-26 19:06:35 main:574] : INFO : Epoch 2005 | loss: 0.0310056 | val_loss: 0.0313358 | Time: 2768.5 ms
[2021-04-26 19:06:38 main:574] : INFO : Epoch 2006 | loss: 0.0310081 | val_loss: 0.0313385 | Time: 2757.46 ms
[2021-04-26 19:06:41 main:574] : INFO : Epoch 2007 | loss: 0.0310066 | val_loss: 0.0313264 | Time: 2775.66 ms
[2021-04-26 19:06:43 main:574] : INFO : Epoch 2008 | loss: 0.0310044 | val_loss: 0.0313189 | Time: 2764.29 ms
[2021-04-26 19:06:46 main:574] : INFO : Epoch 2009 | loss: 0.0310046 | val_loss: 0.0312895 | Time: 2757.05 ms
[2021-04-26 19:06:49 main:574] : INFO : Epoch 2010 | loss: 0.0310091 | val_loss: 0.0312961 | Time: 2773.61 ms
[2021-04-26 19:06:52 main:574] : INFO : Epoch 2011 | loss: 0.031 | val_loss: 0.0313149 | Time: 2761.84 ms
[2021-04-26 19:06:55 main:574] : INFO : Epoch 2012 | loss: 0.031001 | val_loss: 0.03133 | Time: 2773.05 ms
[2021-04-26 19:06:57 main:574] : INFO : Epoch 2013 | loss: 0.0310071 | val_loss: 0.0313256 | Time: 2762.29 ms
[2021-04-26 19:07:00 main:574] : INFO : Epoch 2014 | loss: 0.0310075 | val_loss: 0.0313259 | Time: 2769.63 ms
[2021-04-26 19:07:03 main:574] : INFO : Epoch 2015 | loss: 0.0310098 | val_loss: 0.0313173 | Time: 2761.44 ms
[2021-04-26 19:07:06 main:574] : INFO : Epoch 2016 | loss: 0.0310118 | val_loss: 0.0313154 | Time: 2761.67 ms
[2021-04-26 19:07:08 main:574] : INFO : Epoch 2017 | loss: 0.0310108 | val_loss: 0.0313213 | Time: 2760 ms
[2021-04-26 19:07:11 main:574] : INFO : Epoch 2018 | loss: 0.0310012 | val_loss: 0.0313119 | Time: 2757.29 ms
[2021-04-26 19:07:14 main:574] : INFO : Epoch 2019 | loss: 0.030993 | val_loss: 0.0313083 | Time: 2774.2 ms
[2021-04-26 19:07:17 main:574] : INFO : Epoch 2020 | loss: 0.0310102 | val_loss: 0.0313342 | Time: 2769.5 ms
[2021-04-26 19:07:20 main:574] : INFO : Epoch 2021 | loss: 0.0310151 | val_loss: 0.031324 | Time: 2764.58 ms
[2021-04-26 19:07:22 main:574] : INFO : Epoch 2022 | loss: 0.0310099 | val_loss: 0.0313346 | Time: 2755.85 ms
[2021-04-26 19:07:25 main:574] : INFO : Epoch 2023 | loss: 0.0310097 | val_loss: 0.0313084 | Time: 2773.58 ms
[2021-04-26 19:07:28 main:574] : INFO : Epoch 2024 | loss: 0.0310113 | val_loss: 0.0313173 | Time: 2751.28 ms
[2021-04-26 19:07:31 main:574] : INFO : Epoch 2025 | loss: 0.0310049 | val_loss: 0.0313068 | Time: 2777.04 ms
[2021-04-26 19:07:34 main:574] : INFO : Epoch 2026 | loss: 0.0310064 | val_loss: 0.0313256 | Time: 2765.37 ms
[2021-04-26 19:07:36 main:574] : INFO : Epoch 2027 | loss: 0.0310106 | val_loss: 0.0313054 | Time: 2771.5 ms
[2021-04-26 19:07:39 main:574] : INFO : Epoch 2028 | loss: 0.0310061 | val_loss: 0.0313082 | Time: 2758.89 ms
[2021-04-26 19:07:42 main:574] : INFO : Epoch 2029 | loss: 0.0310011 | val_loss: 0.0313101 | Time: 2766.35 ms
[2021-04-26 19:07:45 main:574] : INFO : Epoch 2030 | loss: 0.0310071 | val_loss: 0.0313084 | Time: 2769.12 ms
[2021-04-26 19:07:47 main:574] : INFO : Epoch 2031 | loss: 0.0310006 | val_loss: 0.0313226 | Time: 2767.28 ms
[2021-04-26 19:07:50 main:574] : INFO : Epoch 2032 | loss: 0.0309916 | val_loss: 0.0313255 | Time: 2772.53 ms
[2021-04-26 19:07:53 main:574] : INFO : Epoch 2033 | loss: 0.0310023 | val_loss: 0.0313518 | Time: 2768.17 ms
[2021-04-26 19:07:56 main:574] : INFO : Epoch 2034 | loss: 0.0309937 | val_loss: 0.0313078 | Time: 2746.59 ms
[2021-04-26 19:07:59 main:574] : INFO : Epoch 2035 | loss: 0.0310011 | val_loss: 0.0313268 | Time: 2761 ms
[2021-04-26 19:08:01 main:574] : INFO : Epoch 2036 | loss: 0.0310057 | val_loss: 0.0313136 | Time: 2768.98 ms
[2021-04-26 19:08:04 main:574] : INFO : Epoch 2037 | loss: 0.0310154 | val_loss: 0.0312849 | Time: 2767.29 ms
[2021-04-26 19:08:07 main:574] : INFO : Epoch 2038 | loss: 0.0310137 | val_loss: 0.0313128 | Time: 2766.12 ms
[2021-04-26 19:08:10 main:574] : INFO : Epoch 2039 | loss: 0.0310057 | val_loss: 0.031324 | Time: 2762.85 ms
[2021-04-26 19:08:12 main:574] : INFO : Epoch 2040 | loss: 0.0310032 | val_loss: 0.0313175 | Time: 2758.51 ms
[2021-04-26 19:08:15 main:574] : INFO : Epoch 2041 | loss: 0.0310079 | val_loss: 0.0313046 | Time: 2767.05 ms
[2021-04-26 19:08:18 main:574] : INFO : Epoch 2042 | loss: 0.0310163 | val_loss: 0.031323 | Time: 2765.97 ms
[2021-04-26 19:08:21 main:574] : INFO : Epoch 2043 | loss: 0.0310205 | val_loss: 0.0313471 | Time: 2769.52 ms
[2021-04-26 19:08:24 main:574] : INFO : Epoch 2044 | loss: 0.0318787 | val_loss: 0.0317888 | Time: 2752.01 ms
[2021-04-26 19:08:26 main:574] : INFO : Epoch 2045 | loss: 0.0373568 | val_loss: 0.0321724 | Time: 2769.12 ms
[2021-04-26 19:08:29 main:574] : INFO : Epoch 2046 | loss: 0.0332578 | val_loss: 0.0330953 | Time: 2759.45 ms
[2021-04-26 19:08:32 main:574] : INFO : Epoch 2047 | loss: 0.0316385 | val_loss: 0.0313264 | Time: 2756.84 ms
[2021-04-26 19:08:35 main:574] : INFO : Epoch 2048 | loss: 0.0313003 | val_loss: 0.0312724 | Time: 2769.16 ms
[2021-04-26 19:08:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312724
[2021-04-26 19:08:35 main:603] : INFO : Saving end state to config to file
[2021-04-26 19:08:35 main:608] : INFO : Success, exiting..
19:08:35 (9052): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)