Task 10923719
| Name | ParityModified-1639961719-5712-1-0_1 |
| Workunit | 7794058 |
| Created | 20 Jan 2022, 16:31:57 UTC |
| Sent | 20 Jan 2022, 23:21:42 UTC |
| Report deadline | 28 Jan 2022, 23:21:42 UTC |
| Received | 28 Jan 2022, 2:44:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7896 |
| Run time | 4 hours 59 min 55 sec |
| CPU time | 1 hours 49 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,937.38 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031137 | val_loss: 0.0311996 | Time: 5793.29 ms
[2022-01-28 02:19:27 main:574] : INFO : Epoch 1543 | loss: 0.0311391 | val_loss: 0.0311957 | Time: 12933.1 ms
[2022-01-28 02:19:41 main:574] : INFO : Epoch 1544 | loss: 0.031141 | val_loss: 0.0311969 | Time: 13003.8 ms
[2022-01-28 02:19:52 main:574] : INFO : Epoch 1545 | loss: 0.0311395 | val_loss: 0.0311947 | Time: 8113.19 ms
[2022-01-28 02:19:57 main:574] : INFO : Epoch 1546 | loss: 0.0311383 | val_loss: 0.0311961 | Time: 4844.61 ms
[2022-01-28 02:20:04 main:574] : INFO : Epoch 1547 | loss: 0.031138 | val_loss: 0.0311938 | Time: 5402.27 ms
[2022-01-28 02:20:09 main:574] : INFO : Epoch 1548 | loss: 0.0311409 | val_loss: 0.0311954 | Time: 4609.02 ms
[2022-01-28 02:20:16 main:574] : INFO : Epoch 1549 | loss: 0.03114 | val_loss: 0.0311944 | Time: 6452.16 ms
[2022-01-28 02:20:23 main:574] : INFO : Epoch 1550 | loss: 0.0311397 | val_loss: 0.0311996 | Time: 7401.53 ms
[2022-01-28 02:20:28 main:574] : INFO : Epoch 1551 | loss: 0.0311388 | val_loss: 0.0311985 | Time: 4549.25 ms
[2022-01-28 02:20:36 main:574] : INFO : Epoch 1552 | loss: 0.0311334 | val_loss: 0.0312001 | Time: 7918.99 ms
[2022-01-28 02:20:41 main:574] : INFO : Epoch 1553 | loss: 0.0311372 | val_loss: 0.0311981 | Time: 5620.77 ms
[2022-01-28 02:20:49 main:574] : INFO : Epoch 1554 | loss: 0.0311351 | val_loss: 0.0312004 | Time: 8182.78 ms
[2022-01-28 02:21:01 main:574] : INFO : Epoch 1555 | loss: 0.031143 | val_loss: 0.0311956 | Time: 11549.9 ms
[2022-01-28 02:21:15 main:574] : INFO : Epoch 1556 | loss: 0.0311385 | val_loss: 0.0311962 | Time: 11987.6 ms
[2022-01-28 02:21:37 main:574] : INFO : Epoch 1557 | loss: 0.0311377 | val_loss: 0.0312003 | Time: 16766.2 ms
[2022-01-28 02:21:56 main:574] : INFO : Epoch 1558 | loss: 0.0311345 | val_loss: 0.0311983 | Time: 17586.6 ms
[2022-01-28 02:22:12 main:574] : INFO : Epoch 1559 | loss: 0.0311326 | val_loss: 0.0312051 | Time: 12524.9 ms
[2022-01-28 02:22:24 main:574] : INFO : Epoch 1560 | loss: 0.0311318 | val_loss: 0.0312013 | Time: 12472 ms
[2022-01-28 02:22:33 main:574] : INFO : Epoch 1561 | loss: 0.0311289 | val_loss: 0.031196 | Time: 8748.17 ms
[2022-01-28 02:22:43 main:574] : INFO : Epoch 1562 | loss: 0.0311349 | val_loss: 0.0312044 | Time: 10328.3 ms
[2022-01-28 02:22:54 main:574] : INFO : Epoch 1563 | loss: 0.031137 | val_loss: 0.0311956 | Time: 10695.2 ms
[2022-01-28 02:23:02 main:574] : INFO : Epoch 1564 | loss: 0.0311349 | val_loss: 0.0312108 | Time: 8214.34 ms
[2022-01-28 02:23:21 main:574] : INFO : Epoch 1565 | loss: 0.0311341 | val_loss: 0.0312023 | Time: 18791.6 ms
[2022-01-28 02:23:52 main:574] : INFO : Epoch 1566 | loss: 0.0311332 | val_loss: 0.0311914 | Time: 25146.1 ms
[2022-01-28 02:24:09 main:574] : INFO : Epoch 1567 | loss: 0.0311432 | val_loss: 0.0312071 | Time: 8818.42 ms
[2022-01-28 02:24:13 main:574] : INFO : Epoch 1568 | loss: 0.0311403 | val_loss: 0.0311939 | Time: 4591.69 ms
[2022-01-28 02:24:27 main:574] : INFO : Epoch 1569 | loss: 0.0311317 | val_loss: 0.0312036 | Time: 13784.9 ms
[2022-01-28 02:24:32 main:574] : INFO : Epoch 1570 | loss: 0.0311284 | val_loss: 0.0312061 | Time: 4780.49 ms
[2022-01-28 02:24:37 main:574] : INFO : Epoch 1571 | loss: 0.0311295 | val_loss: 0.0312001 | Time: 4826.7 ms
[2022-01-28 02:24:55 main:574] : INFO : Epoch 1572 | loss: 0.0311324 | val_loss: 0.0312064 | Time: 17687.5 ms
[2022-01-28 02:25:16 main:574] : INFO : Epoch 1573 | loss: 0.0311328 | val_loss: 0.0311948 | Time: 16345.8 ms
[2022-01-28 02:25:20 main:574] : INFO : Epoch 1574 | loss: 0.0311305 | val_loss: 0.0312046 | Time: 4847.48 ms
[2022-01-28 02:25:35 main:574] : INFO : Epoch 1575 | loss: 0.0311326 | val_loss: 0.0311944 | Time: 14846.3 ms
[2022-01-28 02:25:46 main:574] : INFO : Epoch 1576 | loss: 0.0311306 | val_loss: 0.0312026 | Time: 10276.7 ms
[2022-01-28 02:25:50 main:574] : INFO : Epoch 1577 | loss: 0.031128 | val_loss: 0.0312048 | Time: 4771.35 ms
[2022-01-28 02:26:01 main:574] : INFO : Epoch 1578 | loss: 0.0311302 | val_loss: 0.0312049 | Time: 10763.5 ms
[2022-01-28 02:26:06 main:574] : INFO : Epoch 1579 | loss: 0.0311301 | val_loss: 0.0312051 | Time: 4989.71 ms
[2022-01-28 02:26:15 main:574] : INFO : Epoch 1580 | loss: 0.0311257 | val_loss: 0.0312017 | Time: 8384.65 ms
[2022-01-28 02:26:24 main:574] : INFO : Epoch 1581 | loss: 0.0311286 | val_loss: 0.0312026 | Time: 9513.8 ms
[2022-01-28 02:26:43 main:574] : INFO : Epoch 1582 | loss: 0.0311223 | val_loss: 0.0312068 | Time: 17910.6 ms
[2022-01-28 02:26:47 main:574] : INFO : Epoch 1583 | loss: 0.0311253 | val_loss: 0.0312025 | Time: 4433.18 ms
[2022-01-28 02:26:52 main:574] : INFO : Epoch 1584 | loss: 0.0311324 | val_loss: 0.0312126 | Time: 4475.81 ms
[2022-01-28 02:26:56 main:574] : INFO : Epoch 1585 | loss: 0.0311281 | val_loss: 0.0312057 | Time: 4565.96 ms
[2022-01-28 02:27:01 main:574] : INFO : Epoch 1586 | loss: 0.0311285 | val_loss: 0.0311999 | Time: 4643.01 ms
[2022-01-28 02:27:06 main:574] : INFO : Epoch 1587 | loss: 0.031124 | val_loss: 0.0312062 | Time: 4449.64 ms
[2022-01-28 02:27:10 main:574] : INFO : Epoch 1588 | loss: 0.0311243 | val_loss: 0.0312073 | Time: 4814.59 ms
[2022-01-28 02:27:15 main:574] : INFO : Epoch 1589 | loss: 0.0311273 | val_loss: 0.0312007 | Time: 4549.01 ms
[2022-01-28 02:27:20 main:574] : INFO : Epoch 1590 | loss: 0.0311225 | val_loss: 0.0312071 | Time: 4541.3 ms
[2022-01-28 02:27:39 main:574] : INFO : Epoch 1591 | loss: 0.0311183 | val_loss: 0.031199 | Time: 19427.7 ms
[2022-01-28 02:27:56 main:574] : INFO : Epoch 1592 | loss: 0.0311191 | val_loss: 0.0312261 | Time: 16811.9 ms
[2022-01-28 02:28:05 main:574] : INFO : Epoch 1593 | loss: 0.031134 | val_loss: 0.0312003 | Time: 4930.67 ms
[2022-01-28 02:28:10 main:574] : INFO : Epoch 1594 | loss: 0.0311314 | val_loss: 0.0311942 | Time: 5357.12 ms
[2022-01-28 02:28:15 main:574] : INFO : Epoch 1595 | loss: 0.031134 | val_loss: 0.0312116 | Time: 4888.14 ms
[2022-01-28 02:28:24 main:574] : INFO : Epoch 1596 | loss: 0.0311225 | val_loss: 0.0312066 | Time: 8314.76 ms
[2022-01-28 02:28:36 main:574] : INFO : Epoch 1597 | loss: 0.031123 | val_loss: 0.0312041 | Time: 11461.7 ms
[2022-01-28 02:28:47 main:574] : INFO : Epoch 1598 | loss: 0.0311217 | val_loss: 0.0311982 | Time: 10867.1 ms
[2022-01-28 02:29:02 main:574] : INFO : Epoch 1599 | loss: 0.0311221 | val_loss: 0.0312051 | Time: 10798.7 ms
[2022-01-28 02:29:11 main:574] : INFO : Epoch 1600 | loss: 0.0311221 | val_loss: 0.0312046 | Time: 8927.22 ms
[2022-01-28 02:29:19 main:574] : INFO : Epoch 1601 | loss: 0.0311192 | val_loss: 0.031202 | Time: 7337.06 ms
[2022-01-28 02:29:28 main:574] : INFO : Epoch 1602 | loss: 0.0311234 | val_loss: 0.0312135 | Time: 8722.82 ms
[2022-01-28 02:29:34 main:574] : INFO : Epoch 1603 | loss: 0.0311192 | val_loss: 0.0312124 | Time: 5778.41 ms
[2022-01-28 02:29:39 main:574] : INFO : Epoch 1604 | loss: 0.0311152 | val_loss: 0.0312085 | Time: 4733.03 ms
[2022-01-28 02:29:50 main:574] : INFO : Epoch 1605 | loss: 0.0311163 | val_loss: 0.0312016 | Time: 11498.7 ms
[2022-01-28 02:29:59 main:574] : INFO : Epoch 1606 | loss: 0.0311175 | val_loss: 0.0312045 | Time: 9101.74 ms
[2022-01-28 02:30:06 main:574] : INFO : Epoch 1607 | loss: 0.031126 | val_loss: 0.0312183 | Time: 5989.01 ms
[2022-01-28 02:30:10 main:574] : INFO : Epoch 1608 | loss: 0.0311191 | val_loss: 0.0312019 | Time: 4757.76 ms
[2022-01-28 02:30:15 main:574] : INFO : Epoch 1609 | loss: 0.0311179 | val_loss: 0.0312057 | Time: 4696.52 ms
[2022-01-28 02:30:20 main:574] : INFO : Epoch 1610 | loss: 0.0311159 | val_loss: 0.0312056 | Time: 5068.22 ms
[2022-01-28 02:30:38 main:574] : INFO : Epoch 1611 | loss: 0.0311201 | val_loss: 0.0312009 | Time: 12942.6 ms
[2022-01-28 02:30:57 main:574] : INFO : Epoch 1612 | loss: 0.0311325 | val_loss: 0.0312102 | Time: 16387.8 ms
[2022-01-28 02:31:12 main:574] : INFO : Epoch 1613 | loss: 0.0311278 | val_loss: 0.0312046 | Time: 11994.7 ms
[2022-01-28 02:31:25 main:574] : INFO : Epoch 1614 | loss: 0.0311187 | val_loss: 0.0312115 | Time: 11060.1 ms
[2022-01-28 02:31:30 main:574] : INFO : Epoch 1615 | loss: 0.0311217 | val_loss: 0.0311926 | Time: 4571.22 ms
[2022-01-28 02:31:35 main:574] : INFO : Epoch 1616 | loss: 0.0311352 | val_loss: 0.0312017 | Time: 4726.28 ms
[2022-01-28 02:31:39 main:574] : INFO : Epoch 1617 | loss: 0.0311264 | val_loss: 0.0311996 | Time: 4802.44 ms
[2022-01-28 02:31:50 main:574] : INFO : Epoch 1618 | loss: 0.0311202 | val_loss: 0.0312002 | Time: 10236.2 ms
[2022-01-28 02:32:02 main:574] : INFO : Epoch 1619 | loss: 0.0311179 | val_loss: 0.031204 | Time: 10536.7 ms
[2022-01-28 02:32:06 main:574] : INFO : Epoch 1620 | loss: 0.0311258 | val_loss: 0.0312032 | Time: 4632.5 ms
[2022-01-28 02:32:18 main:574] : INFO : Epoch 1621 | loss: 0.0311206 | val_loss: 0.0312103 | Time: 12099.9 ms
[2022-01-28 02:32:32 main:574] : INFO : Epoch 1622 | loss: 0.0311253 | val_loss: 0.0312101 | Time: 12282.1 ms
[2022-01-28 02:32:38 main:574] : INFO : Epoch 1623 | loss: 0.0311355 | val_loss: 0.031212 | Time: 4788.53 ms
[2022-01-28 02:32:43 main:574] : INFO : Epoch 1624 | loss: 0.0311301 | val_loss: 0.0311889 | Time: 4851.73 ms
[2022-01-28 02:32:51 main:574] : INFO : Epoch 1625 | loss: 0.0311257 | val_loss: 0.0312071 | Time: 7873.35 ms
[2022-01-28 02:33:10 main:574] : INFO : Epoch 1626 | loss: 0.0311194 | val_loss: 0.0311974 | Time: 17349 ms
[2022-01-28 02:33:25 main:574] : INFO : Epoch 1627 | loss: 0.0311177 | val_loss: 0.0311943 | Time: 11400.6 ms
[2022-01-28 02:33:35 main:574] : INFO : Epoch 1628 | loss: 0.0311168 | val_loss: 0.0312005 | Time: 10151.4 ms
[2022-01-28 02:33:44 main:574] : INFO : Epoch 1629 | loss: 0.0311142 | val_loss: 0.0312115 | Time: 8454.35 ms
[2022-01-28 02:33:49 main:574] : INFO : Epoch 1630 | loss: 0.0311127 | val_loss: 0.0312032 | Time: 4706.2 ms
[2022-01-28 02:34:02 main:574] : INFO : Epoch 1631 | loss: 0.0311168 | val_loss: 0.0312238 | Time: 13180.9 ms
[2022-01-28 02:34:09 main:574] : INFO : Epoch 1632 | loss: 0.0311182 | val_loss: 0.0311978 | Time: 6078.14 ms
[2022-01-28 02:34:14 main:574] : INFO : Epoch 1633 | loss: 0.0311212 | val_loss: 0.0312092 | Time: 4746.1 ms
[2022-01-28 02:34:19 main:574] : INFO : Epoch 1634 | loss: 0.0311145 | val_loss: 0.0312146 | Time: 4813.2 ms
[2022-01-28 02:34:23 main:574] : INFO : Epoch 1635 | loss: 0.031112 | val_loss: 0.0312059 | Time: 4697.41 ms
[2022-01-28 02:34:30 main:574] : INFO : Epoch 1636 | loss: 0.0311071 | val_loss: 0.0312163 | Time: 6117.28 ms
[2022-01-28 02:34:34 main:574] : INFO : Epoch 1637 | loss: 0.0311121 | val_loss: 0.0311985 | Time: 4704.61 ms
[2022-01-28 02:34:40 main:574] : INFO : Epoch 1638 | loss: 0.0311144 | val_loss: 0.0312128 | Time: 4617.11 ms
[2022-01-28 02:34:48 main:574] : INFO : Epoch 1639 | loss: 0.0311157 | val_loss: 0.0312113 | Time: 7556.79 ms
[2022-01-28 02:34:55 main:574] : INFO : Epoch 1640 | loss: 0.0311089 | val_loss: 0.0312036 | Time: 6122.78 ms
[2022-01-28 02:35:02 main:574] : INFO : Epoch 1641 | loss: 0.0311103 | val_loss: 0.0312066 | Time: 6654.6 ms
[2022-01-28 02:35:09 main:574] : INFO : Epoch 1642 | loss: 0.0311138 | val_loss: 0.0312123 | Time: 6656.1 ms
[2022-01-28 02:35:19 main:574] : INFO : Epoch 1643 | loss: 0.0311176 | val_loss: 0.0311993 | Time: 10392 ms
[2022-01-28 02:35:32 main:574] : INFO : Epoch 1644 | loss: 0.0311222 | val_loss: 0.0312296 | Time: 10772.2 ms
[2022-01-28 02:35:47 main:574] : INFO : Epoch 1645 | loss: 0.0311201 | val_loss: 0.0312107 | Time: 11541.9 ms
[2022-01-28 02:35:57 main:574] : INFO : Epoch 1646 | loss: 0.0311154 | val_loss: 0.0312104 | Time: 9785.34 ms
[2022-01-28 02:36:06 main:574] : INFO : Epoch 1647 | loss: 0.0311159 | val_loss: 0.0312063 | Time: 8987.11 ms
[2022-01-28 02:36:14 main:574] : INFO : Epoch 1648 | loss: 0.0311166 | val_loss: 0.0312052 | Time: 8039.96 ms
[2022-01-28 02:36:21 main:574] : INFO : Epoch 1649 | loss: 0.0311162 | val_loss: 0.0312132 | Time: 6508 ms
[2022-01-28 02:36:25 main:574] : INFO : Epoch 1650 | loss: 0.0311194 | val_loss: 0.0312155 | Time: 4775.01 ms
[2022-01-28 02:36:31 main:574] : INFO : Epoch 1651 | loss: 0.0311098 | val_loss: 0.0312035 | Time: 4819.53 ms
[2022-01-28 02:36:40 main:574] : INFO : Epoch 1652 | loss: 0.0311087 | val_loss: 0.031205 | Time: 8093.57 ms
[2022-01-28 02:36:55 main:574] : INFO : Epoch 1653 | loss: 0.0311038 | val_loss: 0.0312201 | Time: 14139.9 ms
[2022-01-28 02:37:01 main:574] : INFO : Epoch 1654 | loss: 0.0311074 | val_loss: 0.0312195 | Time: 6103.52 ms
[2022-01-28 02:37:11 main:574] : INFO : Epoch 1655 | loss: 0.0311146 | val_loss: 0.0312067 | Time: 9051.98 ms
[2022-01-28 02:37:20 main:574] : INFO : Epoch 1656 | loss: 0.0311135 | val_loss: 0.0312171 | Time: 8682.91 ms
[2022-01-28 02:37:28 main:574] : INFO : Epoch 1657 | loss: 0.031109 | val_loss: 0.0312071 | Time: 8165.28 ms
[2022-01-28 02:37:36 main:574] : INFO : Epoch 1658 | loss: 0.0311016 | val_loss: 0.0312077 | Time: 8120.87 ms
[2022-01-28 02:37:44 main:574] : INFO : Epoch 1659 | loss: 0.0311049 | val_loss: 0.0312119 | Time: 7123.45 ms
[2022-01-28 02:37:51 main:574] : INFO : Epoch 1660 | loss: 0.0311092 | val_loss: 0.0312086 | Time: 7220.33 ms
[2022-01-28 02:37:56 main:574] : INFO : Epoch 1661 | loss: 0.0311037 | val_loss: 0.0312218 | Time: 4649.27 ms
[2022-01-28 02:38:06 main:574] : INFO : Epoch 1662 | loss: 0.0311183 | val_loss: 0.0311984 | Time: 9160.75 ms
[2022-01-28 02:38:11 main:574] : INFO : Epoch 1663 | loss: 0.031129 | val_loss: 0.0312016 | Time: 5475.44 ms
[2022-01-28 02:38:21 main:574] : INFO : Epoch 1664 | loss: 0.0311183 | val_loss: 0.0312069 | Time: 8877.88 ms
[2022-01-28 02:38:29 main:574] : INFO : Epoch 1665 | loss: 0.0311067 | val_loss: 0.0312158 | Time: 8223.96 ms
[2022-01-28 02:38:47 main:574] : INFO : Epoch 1666 | loss: 0.0311062 | val_loss: 0.0312303 | Time: 17064.2 ms
[2022-01-28 02:38:51 main:574] : INFO : Epoch 1667 | loss: 0.031104 | val_loss: 0.0312071 | Time: 4379.02 ms
[2022-01-28 02:38:56 main:574] : INFO : Epoch 1668 | loss: 0.0311088 | val_loss: 0.0312131 | Time: 4613.43 ms
[2022-01-28 02:39:05 main:574] : INFO : Epoch 1669 | loss: 0.0311043 | val_loss: 0.0312187 | Time: 9038.18 ms
[2022-01-28 02:39:12 main:574] : INFO : Epoch 1670 | loss: 0.0311038 | val_loss: 0.031219 | Time: 6658.23 ms
[2022-01-28 02:39:20 main:574] : INFO : Epoch 1671 | loss: 0.0311059 | val_loss: 0.0312168 | Time: 7583.77 ms
[2022-01-28 02:39:29 main:574] : INFO : Epoch 1672 | loss: 0.0311072 | val_loss: 0.0312196 | Time: 9441.59 ms
[2022-01-28 02:39:37 main:574] : INFO : Epoch 1673 | loss: 0.0311119 | val_loss: 0.0312179 | Time: 7655.57 ms
[2022-01-28 02:39:55 main:574] : INFO : Epoch 1674 | loss: 0.0311326 | val_loss: 0.0312028 | Time: 17845.6 ms
[2022-01-28 02:40:06 main:574] : INFO : Epoch 1675 | loss: 0.0311216 | val_loss: 0.0312052 | Time: 11413.5 ms
[2022-01-28 02:40:14 main:574] : INFO : Epoch 1676 | loss: 0.031112 | val_loss: 0.0312182 | Time: 8043.01 ms
[2022-01-28 02:40:20 main:574] : INFO : Epoch 1677 | loss: 0.0311027 | val_loss: 0.0312141 | Time: 4803.73 ms
[2022-01-28 02:40:26 main:574] : INFO : Epoch 1678 | loss: 0.031103 | val_loss: 0.031212 | Time: 6427.46 ms
[2022-01-28 02:40:31 main:574] : INFO : Epoch 1679 | loss: 0.0311045 | val_loss: 0.0312158 | Time: 4837.66 ms
[2022-01-28 02:40:36 main:574] : INFO : Epoch 1680 | loss: 0.0311029 | val_loss: 0.0312222 | Time: 5183.07 ms
[2022-01-28 02:40:48 main:574] : INFO : Epoch 1681 | loss: 0.0311067 | val_loss: 0.0312068 | Time: 11471.6 ms
[2022-01-28 02:40:54 main:574] : INFO : Epoch 1682 | loss: 0.0311095 | val_loss: 0.0312164 | Time: 4697.2 ms
[2022-01-28 02:40:59 main:574] : INFO : Epoch 1683 | loss: 0.0311076 | val_loss: 0.0312328 | Time: 4737.67 ms
[2022-01-28 02:41:04 main:574] : INFO : Epoch 1684 | loss: 0.0311061 | val_loss: 0.0312037 | Time: 4657.09 ms
[2022-01-28 02:41:09 main:574] : INFO : Epoch 1685 | loss: 0.0311008 | val_loss: 0.0312313 | Time: 4724.82 ms
[2022-01-28 02:41:13 main:574] : INFO : Epoch 1686 | loss: 0.0310984 | val_loss: 0.0312283 | Time: 4758.34 ms
[2022-01-28 02:41:18 main:574] : INFO : Epoch 1687 | loss: 0.0310995 | val_loss: 0.031226 | Time: 4751.8 ms
[2022-01-28 02:41:30 main:574] : INFO : Epoch 1688 | loss: 0.0311036 | val_loss: 0.031217 | Time: 12180.2 ms
[2022-01-28 02:41:43 main:574] : INFO : Epoch 1689 | loss: 0.0311119 | val_loss: 0.0312346 | Time: 11440.6 ms
[2022-01-28 02:41:51 main:574] : INFO : Epoch 1690 | loss: 0.031104 | val_loss: 0.0312222 | Time: 8181.18 ms
[2022-01-28 02:42:01 main:574] : INFO : Epoch 1691 | loss: 0.0311053 | val_loss: 0.0312169 | Time: 9445.89 ms
[2022-01-28 02:42:15 main:574] : INFO : Epoch 1692 | loss: 0.0311037 | val_loss: 0.0312203 | Time: 13753.6 ms
[2022-01-28 02:42:20 main:574] : INFO : Epoch 1693 | loss: 0.0311036 | val_loss: 0.0312146 | Time: 5246.23 ms
[2022-01-28 02:42:28 main:574] : INFO : Epoch 1694 | loss: 0.0311057 | val_loss: 0.0312214 | Time: 8101.29 ms
[2022-01-28 02:42:35 main:574] : INFO : Epoch 1695 | loss: 0.0311005 | val_loss: 0.0312198 | Time: 6831.82 ms
[2022-01-28 02:42:40 main:574] : INFO : Epoch 1696 | loss: 0.0311069 | val_loss: 0.0312061 | Time: 4766.61 ms
[2022-01-28 02:42:46 main:574] : INFO : Epoch 1697 | loss: 0.0311043 | val_loss: 0.0312408 | Time: 5959.04 ms
[2022-01-28 02:42:54 main:574] : INFO : Epoch 1698 | loss: 0.0311024 | val_loss: 0.0312053 | Time: 8655.4 ms
[2022-01-28 02:43:04 main:574] : INFO : Epoch 1699 | loss: 0.0310976 | val_loss: 0.0312222 | Time: 8615.73 ms
[2022-01-28 02:43:18 main:574] : INFO : Epoch 1700 | loss: 0.0311001 | val_loss: 0.031214 | Time: 10439.1 ms
[2022-01-28 02:43:28 main:574] : INFO : Epoch 1701 | loss: 0.0310971 | val_loss: 0.0312204 | Time: 9932.84 ms
[2022-01-28 02:43:41 main:574] : INFO : Epoch 1702 | loss: 0.0310901 | val_loss: 0.031223 | Time: 10956.8 ms
[2022-01-28 02:43:56 main:574] : INFO : Epoch 1703 | loss: 0.0310876 | val_loss: 0.0312103 | Time: 11076.8 ms
[2022-01-28 02:44:07 main:574] : INFO : Epoch 1704 | loss: 0.0310961 | val_loss: 0.0312334 | Time: 10828.1 ms
[2022-01-28 02:44:16 main:574] : INFO : Epoch 1705 | loss: 0.0311017 | val_loss: 0.0312166 | Time: 8943.37 ms
[2022-01-28 02:44:26 main:574] : INFO : Epoch 1706 | loss: 0.0311106 | val_loss: 0.0312213 | Time: 10518.2 ms
[2022-01-28 02:44:31 main:574] : INFO : Epoch 1707 | loss: 0.0310995 | val_loss: 0.0312298 | Time: 4923.08 ms
[2022-01-28 02:44:41 main:574] : INFO : Epoch 1708 | loss: 0.0311021 | val_loss: 0.0312108 | Time: 9773.78 ms
[2022-01-28 02:44:48 main:574] : INFO : Epoch 1709 | loss: 0.0310959 | val_loss: 0.0312241 | Time: 7338.13 ms
[2022-01-28 02:44:56 main:574] : INFO : Epoch 1710 | loss: 0.0310919 | val_loss: 0.0312374 | Time: 7734.28 ms
[2022-01-28 02:45:04 main:574] : INFO : Epoch 1711 | loss: 0.0310927 | val_loss: 0.0312135 | Time: 7988.7 ms
[2022-01-28 02:45:14 main:574] : INFO : Epoch 1712 | loss: 0.0310945 | val_loss: 0.0312183 | Time: 9228.8 ms
[2022-01-28 02:45:22 main:574] : INFO : Epoch 1713 | loss: 0.0310899 | val_loss: 0.0312353 | Time: 8782.86 ms
[2022-01-28 02:45:33 main:574] : INFO : Epoch 1714 | loss: 0.031092 | val_loss: 0.0312189 | Time: 10693.9 ms
[2022-01-28 02:45:45 main:574] : INFO : Epoch 1715 | loss: 0.0310937 | val_loss: 0.0312246 | Time: 9922.5 ms
[2022-01-28 02:45:55 main:574] : INFO : Epoch 1716 | loss: 0.0311038 | val_loss: 0.0312282 | Time: 8872.67 ms
[2022-01-28 02:46:06 main:574] : INFO : Epoch 1717 | loss: 0.0310987 | val_loss: 0.0312114 | Time: 9858.8 ms
[2022-01-28 02:46:12 main:574] : INFO : Epoch 1718 | loss: 0.0310935 | val_loss: 0.0312261 | Time: 6432.94 ms
[2022-01-28 02:46:22 main:574] : INFO : Epoch 1719 | loss: 0.0310913 | val_loss: 0.0312502 | Time: 9479.01 ms
[2022-01-28 02:46:33 main:574] : INFO : Epoch 1720 | loss: 0.0310917 | val_loss: 0.0312506 | Time: 11412.8 ms
[2022-01-28 02:46:38 main:574] : INFO : Epoch 1721 | loss: 0.0310973 | val_loss: 0.0312123 | Time: 4603.5 ms
[2022-01-28 02:46:50 main:574] : INFO : Epoch 1722 | loss: 0.0311019 | val_loss: 0.0312345 | Time: 11958.6 ms
[2022-01-28 02:47:01 main:574] : INFO : Epoch 1723 | loss: 0.0311016 | val_loss: 0.0312082 | Time: 8927.16 ms
[2022-01-28 02:47:08 main:574] : INFO : Epoch 1724 | loss: 0.0310909 | val_loss: 0.0312295 | Time: 6406.73 ms
[2022-01-28 02:47:16 main:574] : INFO : Epoch 1725 | loss: 0.0310907 | val_loss: 0.0312275 | Time: 7819.56 ms
[2022-01-28 02:47:28 main:574] : INFO : Epoch 1726 | loss: 0.0310948 | val_loss: 0.0312243 | Time: 8968.59 ms
[2022-01-28 02:47:40 main:574] : INFO : Epoch 1727 | loss: 0.0310943 | val_loss: 0.0312191 | Time: 9365.14 ms
[2022-01-28 02:47:52 main:574] : INFO : Epoch 1728 | loss: 0.031093 | val_loss: 0.0312328 | Time: 11703.3 ms
[2022-01-28 02:48:02 main:574] : INFO : Epoch 1729 | loss: 0.0310973 | val_loss: 0.0312157 | Time: 9968.74 ms
[2022-01-28 02:48:12 main:574] : INFO : Epoch 1730 | loss: 0.0311058 | val_loss: 0.0312282 | Time: 9726.22 ms
[2022-01-28 02:48:17 main:574] : INFO : Epoch 1731 | loss: 0.0310983 | val_loss: 0.031227 | Time: 5338.24 ms
[2022-01-28 02:48:27 main:574] : INFO : Epoch 1732 | loss: 0.0310972 | val_loss: 0.0312085 | Time: 9278.65 ms
[2022-01-28 02:48:39 main:574] : INFO : Epoch 1733 | loss: 0.0311024 | val_loss: 0.0312354 | Time: 11865.5 ms
[2022-01-28 02:48:46 main:574] : INFO : Epoch 1734 | loss: 0.0311146 | val_loss: 0.0312013 | Time: 7031.99 ms
[2022-01-28 02:48:57 main:574] : INFO : Epoch 1735 | loss: 0.0311754 | val_loss: 0.0311867 | Time: 10879 ms
[2022-01-28 02:49:06 main:574] : INFO : Epoch 1736 | loss: 0.0311665 | val_loss: 0.0311823 | Time: 7612.61 ms
[2022-01-28 02:49:11 main:574] : INFO : Epoch 1737 | loss: 0.031156 | val_loss: 0.0311849 | Time: 4795.47 ms
[2022-01-28 02:49:16 main:574] : INFO : Epoch 1738 | loss: 0.0311498 | val_loss: 0.0311867 | Time: 4836.35 ms
[2022-01-28 02:49:21 main:574] : INFO : Epoch 1739 | loss: 0.0311441 | val_loss: 0.0311857 | Time: 4701.66 ms
[2022-01-28 02:49:26 main:574] : INFO : Epoch 1740 | loss: 0.0311372 | val_loss: 0.0311869 | Time: 4965.81 ms
[2022-01-28 02:49:36 main:574] : INFO : Epoch 1741 | loss: 0.0311306 | val_loss: 0.0311949 | Time: 9008.73 ms
[2022-01-28 02:49:56 main:574] : INFO : Epoch 1742 | loss: 0.0311272 | val_loss: 0.0312041 | Time: 15774.7 ms
[2022-01-28 02:50:11 main:574] : INFO : Epoch 1743 | loss: 0.0311195 | val_loss: 0.0311992 | Time: 10491.2 ms
[2022-01-28 02:50:25 main:574] : INFO : Epoch 1744 | loss: 0.0311128 | val_loss: 0.0312052 | Time: 10313 ms
[2022-01-28 02:50:35 main:574] : INFO : Epoch 1745 | loss: 0.0311105 | val_loss: 0.0312089 | Time: 8667.48 ms
[2022-01-28 02:50:41 main:574] : INFO : Epoch 1746 | loss: 0.0311063 | val_loss: 0.0312106 | Time: 4596.09 ms
[2022-01-28 02:50:50 main:574] : INFO : Epoch 1747 | loss: 0.0311064 | val_loss: 0.0312164 | Time: 9339.42 ms
[2022-01-28 02:50:59 main:574] : INFO : Epoch 1748 | loss: 0.0311095 | val_loss: 0.0312105 | Time: 8371.62 ms
[2022-01-28 02:51:05 main:574] : INFO : Epoch 1749 | loss: 0.0311059 | val_loss: 0.0312324 | Time: 5325.23 ms
[2022-01-28 02:51:16 main:574] : INFO : Epoch 1750 | loss: 0.031102 | val_loss: 0.0312056 | Time: 11064.8 ms
[2022-01-28 02:51:22 main:574] : INFO : Epoch 1751 | loss: 0.0311007 | val_loss: 0.0312433 | Time: 6191.17 ms
[2022-01-28 02:51:28 main:574] : INFO : Epoch 1752 | loss: 0.031111 | val_loss: 0.0312211 | Time: 4491.75 ms
[2022-01-28 02:51:39 main:574] : INFO : Epoch 1753 | loss: 0.0311044 | val_loss: 0.0312291 | Time: 11836.3 ms
[2022-01-28 02:51:48 main:574] : INFO : Epoch 1754 | loss: 0.0311095 | val_loss: 0.031207 | Time: 8950.61 ms
[2022-01-28 02:51:54 main:574] : INFO : Epoch 1755 | loss: 0.0311025 | val_loss: 0.0312435 | Time: 4629.67 ms
[2022-01-28 02:51:59 main:574] : INFO : Epoch 1756 | loss: 0.0310988 | val_loss: 0.0312096 | Time: 4825.94 ms
[2022-01-28 02:52:06 main:574] : INFO : Epoch 1757 | loss: 0.0310899 | val_loss: 0.0312267 | Time: 6324.71 ms
[2022-01-28 02:52:29 main:574] : INFO : Epoch 1758 | loss: 0.0310964 | val_loss: 0.0312172 | Time: 13280.3 ms
[2022-01-28 02:52:37 main:574] : INFO : Epoch 1759 | loss: 0.0310931 | val_loss: 0.0312182 | Time: 8017.6 ms
[2022-01-28 02:52:51 main:574] : INFO : Epoch 1760 | loss: 0.0310937 | val_loss: 0.0312207 | Time: 12169.1 ms
[2022-01-28 02:53:04 main:574] : INFO : Epoch 1761 | loss: 0.0310972 | val_loss: 0.0312265 | Time: 11743.6 ms
[2022-01-28 02:53:24 main:574] : INFO : Epoch 1762 | loss: 0.0310958 | val_loss: 0.0312175 | Time: 17000 ms
[2022-01-28 02:53:36 main:574] : INFO : Epoch 1763 | loss: 0.0310952 | val_loss: 0.0312097 | Time: 12089.9 ms
[2022-01-28 02:53:44 main:574] : INFO : Epoch 1764 | loss: 0.0310908 | val_loss: 0.0312295 | Time: 8108.08 ms
[2022-01-28 02:54:15 main:574] : INFO : Epoch 1765 | loss: 0.0310941 | val_loss: 0.031218 | Time: 24858.1 ms
[2022-01-28 02:54:20 main:574] : INFO : Epoch 1766 | loss: 0.0310928 | val_loss: 0.0312205 | Time: 4530.4 ms
[2022-01-28 02:54:27 main:574] : INFO : Epoch 1767 | loss: 0.0310881 | val_loss: 0.0312331 | Time: 7427.2 ms
[2022-01-28 02:54:33 main:574] : INFO : Epoch 1768 | loss: 0.0310845 | val_loss: 0.031223 | Time: 5396.51 ms
[2022-01-28 02:54:38 main:574] : INFO : Epoch 1769 | loss: 0.0310846 | val_loss: 0.0312241 | Time: 4881.15 ms
[2022-01-28 02:54:54 main:574] : INFO : Epoch 1770 | loss: 0.0310889 | val_loss: 0.0312119 | Time: 15741.7 ms
[2022-01-28 02:55:15 main:574] : INFO : Epoch 1771 | loss: 0.0310921 | val_loss: 0.031226 | Time: 15976.2 ms
[2022-01-28 02:55:24 main:574] : INFO : Epoch 1772 | loss: 0.0310972 | val_loss: 0.0312257 | Time: 6446.68 ms
[2022-01-28 02:55:29 main:574] : INFO : Epoch 1773 | loss: 0.0310937 | val_loss: 0.0312224 | Time: 4675.21 ms
[2022-01-28 02:55:39 main:574] : INFO : Epoch 1774 | loss: 0.0310896 | val_loss: 0.0312373 | Time: 9686.01 ms
[2022-01-28 02:55:44 main:574] : INFO : Epoch 1775 | loss: 0.0310915 | val_loss: 0.0312293 | Time: 4863.89 ms
[2022-01-28 02:55:50 main:574] : INFO : Epoch 1776 | loss: 0.0310861 | val_loss: 0.0312367 | Time: 5438.83 ms
[2022-01-28 02:55:54 main:574] : INFO : Epoch 1777 | loss: 0.0310795 | val_loss: 0.0312323 | Time: 4766.36 ms
[2022-01-28 02:56:00 main:574] : INFO : Epoch 1778 | loss: 0.0310896 | val_loss: 0.0312245 | Time: 4786.85 ms
[2022-01-28 02:56:04 main:574] : INFO : Epoch 1779 | loss: 0.0310858 | val_loss: 0.0312435 | Time: 4515.61 ms
[2022-01-28 02:56:11 main:574] : INFO : Epoch 1780 | loss: 0.0310877 | val_loss: 0.0312131 | Time: 6745.75 ms
[2022-01-28 02:56:17 main:574] : INFO : Epoch 1781 | loss: 0.0310854 | val_loss: 0.0312344 | Time: 4590.58 ms
[2022-01-28 02:56:22 main:574] : INFO : Epoch 1782 | loss: 0.0310813 | val_loss: 0.0312464 | Time: 4973.33 ms
[2022-01-28 02:56:51 main:574] : INFO : Epoch 1783 | loss: 0.031081 | val_loss: 0.0312263 | Time: 22177.8 ms
[2022-01-28 02:57:15 main:574] : INFO : Epoch 1784 | loss: 0.031099 | val_loss: 0.0312356 | Time: 18742.6 ms
[2022-01-28 02:57:35 main:574] : INFO : Epoch 1785 | loss: 0.0310877 | val_loss: 0.0312218 | Time: 16336.4 ms
[2022-01-28 02:57:56 main:574] : INFO : Epoch 1786 | loss: 0.0310899 | val_loss: 0.0312353 | Time: 16298.4 ms
[2022-01-28 02:58:17 main:574] : INFO : Epoch 1787 | loss: 0.0310916 | val_loss: 0.0312357 | Time: 16602.8 ms
[2022-01-28 02:58:37 main:574] : INFO : Epoch 1788 | loss: 0.0310808 | val_loss: 0.0312348 | Time: 19817.8 ms
[2022-01-28 02:58:50 main:574] : INFO : Epoch 1789 | loss: 0.0310818 | val_loss: 0.0312339 | Time: 12779.6 ms
[2022-01-28 02:58:55 main:574] : INFO : Epoch 1790 | loss: 0.031083 | val_loss: 0.0312388 | Time: 4513.42 ms
[2022-01-28 02:59:00 main:574] : INFO : Epoch 1791 | loss: 0.0310853 | val_loss: 0.0312109 | Time: 4697.07 ms
[2022-01-28 02:59:05 main:574] : INFO : Epoch 1792 | loss: 0.0311097 | val_loss: 0.0312273 | Time: 4744.87 ms
[2022-01-28 02:59:26 main:574] : INFO : Epoch 1793 | loss: 0.0310951 | val_loss: 0.0312196 | Time: 20933.5 ms
[2022-01-28 02:59:32 main:574] : INFO : Epoch 1794 | loss: 0.0310898 | val_loss: 0.0312174 | Time: 4779.32 ms
[2022-01-28 02:59:36 main:574] : INFO : Epoch 1795 | loss: 0.0310931 | val_loss: 0.0312278 | Time: 4628.63 ms
[2022-01-28 02:59:45 main:574] : INFO : Epoch 1796 | loss: 0.0310861 | val_loss: 0.0312235 | Time: 4905.44 ms
[2022-01-28 02:59:52 main:574] : INFO : Epoch 1797 | loss: 0.0310845 | val_loss: 0.0312177 | Time: 6099.45 ms
[2022-01-28 03:00:13 main:574] : INFO : Epoch 1798 | loss: 0.0310809 | val_loss: 0.0312477 | Time: 20841.7 ms
[2022-01-28 03:00:21 main:574] : INFO : Epoch 1799 | loss: 0.0310856 | val_loss: 0.0312239 | Time: 7886.03 ms
[2022-01-28 03:00:34 main:574] : INFO : Epoch 1800 | loss: 0.0310931 | val_loss: 0.0312175 | Time: 13108.2 ms
[2022-01-28 03:00:44 main:574] : INFO : Epoch 1801 | loss: 0.0310944 | val_loss: 0.0312209 | Time: 10398.6 ms
[2022-01-28 03:01:10 main:574] : INFO : Epoch 1802 | loss: 0.0311025 | val_loss: 0.0312339 | Time: 24437.5 ms
[2022-01-28 03:01:30 main:574] : INFO : Epoch 1803 | loss: 0.0310923 | val_loss: 0.0312261 | Time: 20583.9 ms
[2022-01-28 03:01:38 main:574] : INFO : Epoch 1804 | loss: 0.0310937 | val_loss: 0.0312301 | Time: 7487.74 ms
[2022-01-28 03:01:57 main:574] : INFO : Epoch 1805 | loss: 0.0310919 | val_loss: 0.0312385 | Time: 16550.5 ms
[2022-01-28 03:02:11 main:574] : INFO : Epoch 1806 | loss: 0.0310791 | val_loss: 0.0312235 | Time: 13731.7 ms
[2022-01-28 03:02:26 main:574] : INFO : Epoch 1807 | loss: 0.0310845 | val_loss: 0.0312454 | Time: 14940.8 ms
[2022-01-28 03:02:44 main:574] : INFO : Epoch 1808 | loss: 0.0310828 | val_loss: 0.0312292 | Time: 16095.2 ms
[2022-01-28 03:03:05 main:574] : INFO : Epoch 1809 | loss: 0.0310831 | val_loss: 0.0312414 | Time: 18979.7 ms
[2022-01-28 03:03:27 main:574] : INFO : Epoch 1810 | loss: 0.0310868 | val_loss: 0.0312175 | Time: 17978.1 ms
[2022-01-28 03:03:34 main:574] : INFO : Epoch 1811 | loss: 0.03109 | val_loss: 0.0312213 | Time: 7317.37 ms
[2022-01-28 03:03:46 main:574] : INFO : Epoch 1812 | loss: 0.031111 | val_loss: 0.0312061 | Time: 9807.05 ms
[2022-01-28 03:03:59 main:574] : INFO : Epoch 1813 | loss: 0.0311145 | val_loss: 0.0312146 | Time: 11336 ms
[2022-01-28 03:04:11 main:574] : INFO : Epoch 1814 | loss: 0.0310917 | val_loss: 0.0312241 | Time: 11405.2 ms
[2022-01-28 03:04:29 main:574] : INFO : Epoch 1815 | loss: 0.0310842 | val_loss: 0.0312387 | Time: 16835.7 ms
[2022-01-28 03:04:36 main:574] : INFO : Epoch 1816 | loss: 0.0310818 | val_loss: 0.0312245 | Time: 7380.58 ms
[2022-01-28 03:04:45 main:574] : INFO : Epoch 1817 | loss: 0.0310738 | val_loss: 0.031241 | Time: 8796.9 ms
[2022-01-28 03:04:58 main:574] : INFO : Epoch 1818 | loss: 0.0310886 | val_loss: 0.0312392 | Time: 12667.4 ms
[2022-01-28 03:05:08 main:574] : INFO : Epoch 1819 | loss: 0.0310858 | val_loss: 0.0312128 | Time: 10518.4 ms
[2022-01-28 03:05:18 main:574] : INFO : Epoch 1820 | loss: 0.0310836 | val_loss: 0.0312358 | Time: 9981.2 ms
[2022-01-28 03:05:23 main:574] : INFO : Epoch 1821 | loss: 0.0310823 | val_loss: 0.0312432 | Time: 4782.13 ms
[2022-01-28 03:05:35 main:574] : INFO : Epoch 1822 | loss: 0.0310856 | val_loss: 0.0312275 | Time: 11533 ms
[2022-01-28 03:05:41 main:574] : INFO : Epoch 1823 | loss: 0.0310836 | val_loss: 0.0312475 | Time: 6231.35 ms
[2022-01-28 03:05:55 main:574] : INFO : Epoch 1824 | loss: 0.0310751 | val_loss: 0.0312505 | Time: 10105.9 ms
[2022-01-28 03:06:17 main:574] : INFO : Epoch 1825 | loss: 0.0310807 | val_loss: 0.0312271 | Time: 15297.8 ms
[2022-01-28 03:06:32 main:574] : INFO : Epoch 1826 | loss: 0.0310792 | val_loss: 0.0312423 | Time: 12554.6 ms
[2022-01-28 03:06:39 main:574] : INFO : Epoch 1827 | loss: 0.0310895 | val_loss: 0.0312208 | Time: 5889.32 ms
[2022-01-28 03:06:44 main:574] : INFO : Epoch 1828 | loss: 0.0310861 | val_loss: 0.0312408 | Time: 4623.32 ms
[2022-01-28 03:06:48 main:574] : INFO : Epoch 1829 | loss: 0.0311369 | val_loss: 0.0311915 | Time: 4724.49 ms
[2022-01-28 03:06:53 main:574] : INFO : Epoch 1830 | loss: 0.0311641 | val_loss: 0.0311843 | Time: 4536.6 ms
[2022-01-28 03:06:58 main:574] : INFO : Epoch 1831 | loss: 0.0311525 | val_loss: 0.0311866 | Time: 5092.53 ms
[2022-01-28 03:07:03 main:574] : INFO : Epoch 1832 | loss: 0.0311456 | val_loss: 0.0311916 | Time: 4810.84 ms
[2022-01-28 03:07:08 main:574] : INFO : Epoch 1833 | loss: 0.0311364 | val_loss: 0.0311804 | Time: 4688.48 ms
[2022-01-28 03:07:13 main:574] : INFO : Epoch 1834 | loss: 0.0311293 | val_loss: 0.0311896 | Time: 4818.37 ms
[2022-01-28 03:07:22 main:574] : INFO : Epoch 1835 | loss: 0.0311254 | val_loss: 0.0311938 | Time: 9400.31 ms
[2022-01-28 03:07:32 main:574] : INFO : Epoch 1836 | loss: 0.0311234 | val_loss: 0.0312066 | Time: 9651.26 ms
[2022-01-28 03:07:37 main:574] : INFO : Epoch 1837 | loss: 0.0311193 | val_loss: 0.0312054 | Time: 4528.67 ms
[2022-01-28 03:07:41 main:574] : INFO : Epoch 1838 | loss: 0.0311156 | val_loss: 0.0312006 | Time: 4632.13 ms
[2022-01-28 03:07:47 main:574] : INFO : Epoch 1839 | loss: 0.0311127 | val_loss: 0.0312028 | Time: 5170.38 ms
[2022-01-28 03:07:55 main:574] : INFO : Epoch 1840 | loss: 0.0311081 | val_loss: 0.0312025 | Time: 8051.12 ms
[2022-01-28 03:08:00 main:574] : INFO : Epoch 1841 | loss: 0.0311038 | val_loss: 0.0312107 | Time: 4675.39 ms
[2022-01-28 03:08:07 main:574] : INFO : Epoch 1842 | loss: 0.0311 | val_loss: 0.0312163 | Time: 7614.33 ms
[2022-01-28 03:08:15 main:574] : INFO : Epoch 1843 | loss: 0.0310996 | val_loss: 0.0312056 | Time: 7931.18 ms
[2022-01-28 03:08:34 main:574] : INFO : Epoch 1844 | loss: 0.0310985 | val_loss: 0.0312162 | Time: 18929.7 ms
[2022-01-28 03:08:48 main:574] : INFO : Epoch 1845 | loss: 0.0310967 | val_loss: 0.0312293 | Time: 12806.4 ms
[2022-01-28 03:09:01 main:574] : INFO : Epoch 1846 | loss: 0.0310972 | val_loss: 0.0312165 | Time: 13424.8 ms
[2022-01-28 03:09:07 main:574] : INFO : Epoch 1847 | loss: 0.0310953 | val_loss: 0.0312184 | Time: 6230.22 ms
[2022-01-28 03:09:20 main:574] : INFO : Epoch 1848 | loss: 0.0310943 | val_loss: 0.0312288 | Time: 12241.2 ms
[2022-01-28 03:09:38 main:574] : INFO : Epoch 1849 | loss: 0.031094 | val_loss: 0.0312164 | Time: 15073.6 ms
[2022-01-28 03:09:58 main:574] : INFO : Epoch 1850 | loss: 0.0310865 | val_loss: 0.0312297 | Time: 16395.1 ms
[2022-01-28 03:10:13 main:574] : INFO : Epoch 1851 | loss: 0.0310893 | val_loss: 0.0312189 | Time: 11452.1 ms
[2022-01-28 03:10:19 main:574] : INFO : Epoch 1852 | loss: 0.0310879 | val_loss: 0.031212 | Time: 4476.57 ms
[2022-01-28 03:10:24 main:574] : INFO : Epoch 1853 | loss: 0.0310885 | val_loss: 0.0312355 | Time: 4512.68 ms
[2022-01-28 03:10:28 main:574] : INFO : Epoch 1854 | loss: 0.0310799 | val_loss: 0.0312614 | Time: 4489.17 ms
[2022-01-28 03:10:47 main:574] : INFO : Epoch 1855 | loss: 0.0310773 | val_loss: 0.031232 | Time: 18663 ms
[2022-01-28 03:10:52 main:574] : INFO : Epoch 1856 | loss: 0.0310743 | val_loss: 0.031238 | Time: 5014.64 ms
[2022-01-28 03:11:02 main:574] : INFO : Epoch 1857 | loss: 0.0310763 | val_loss: 0.0312389 | Time: 8627.81 ms
[2022-01-28 03:11:20 main:574] : INFO : Epoch 1858 | loss: 0.0310803 | val_loss: 0.0312456 | Time: 15314.1 ms
[2022-01-28 03:11:25 main:574] : INFO : Epoch 1859 | loss: 0.0310996 | val_loss: 0.0311865 | Time: 4807.4 ms
[2022-01-28 03:11:30 main:574] : INFO : Epoch 1860 | loss: 0.0311688 | val_loss: 0.0311823 | Time: 4968.44 ms
[2022-01-28 03:11:35 main:574] : INFO : Epoch 1861 | loss: 0.0311594 | val_loss: 0.0311842 | Time: 4864.4 ms
[2022-01-28 03:11:48 main:574] : INFO : Epoch 1862 | loss: 0.0311457 | val_loss: 0.0311917 | Time: 12795.3 ms
[2022-01-28 03:11:54 main:574] : INFO : Epoch 1863 | loss: 0.0311358 | val_loss: 0.0311918 | Time: 6427.65 ms
[2022-01-28 03:11:59 main:574] : INFO : Epoch 1864 | loss: 0.0311279 | val_loss: 0.0311958 | Time: 4879.16 ms
[2022-01-28 03:12:08 main:574] : INFO : Epoch 1865 | loss: 0.0311217 | val_loss: 0.0312078 | Time: 8693.74 ms
[2022-01-28 03:12:31 main:574] : INFO : Epoch 1866 | loss: 0.0311151 | val_loss: 0.0312068 | Time: 20898.2 ms
[2022-01-28 03:12:35 main:574] : INFO : Epoch 1867 | loss: 0.0311112 | val_loss: 0.0312127 | Time: 4728.1 ms
[2022-01-28 03:12:44 main:574] : INFO : Epoch 1868 | loss: 0.0311253 | val_loss: 0.0311984 | Time: 7911.22 ms
[2022-01-28 03:13:06 main:574] : INFO : Epoch 1869 | loss: 0.0311331 | val_loss: 0.031202 | Time: 13291.2 ms
[2022-01-28 03:13:36 main:574] : INFO : Epoch 1870 | loss: 0.0311192 | val_loss: 0.031197 | Time: 21978.9 ms
[2022-01-28 03:13:47 main:574] : INFO : Epoch 1871 | loss: 0.0311137 | val_loss: 0.0312012 | Time: 8328.84 ms
[2022-01-28 03:13:52 main:574] : INFO : Epoch 1872 | loss: 0.0311074 | val_loss: 0.0312207 | Time: 4740.69 ms
[2022-01-28 03:13:57 main:574] : INFO : Epoch 1873 | loss: 0.0311052 | val_loss: 0.0312056 | Time: 5435.42 ms
[2022-01-28 03:14:12 main:574] : INFO : Epoch 1874 | loss: 0.0310965 | val_loss: 0.0312099 | Time: 12531.7 ms
[2022-01-28 03:14:21 main:574] : INFO : Epoch 1875 | loss: 0.0310952 | val_loss: 0.0312199 | Time: 8461.8 ms
[2022-01-28 03:14:28 main:574] : INFO : Epoch 1876 | loss: 0.0310942 | val_loss: 0.0312161 | Time: 7406.77 ms
[2022-01-28 03:14:41 main:574] : INFO : Epoch 1877 | loss: 0.031091 | val_loss: 0.0312128 | Time: 13423.6 ms
[2022-01-28 03:14:47 main:574] : INFO : Epoch 1878 | loss: 0.0310974 | val_loss: 0.0312226 | Time: 4659.1 ms
[2022-01-28 03:14:54 main:574] : INFO : Epoch 1879 | loss: 0.0310986 | val_loss: 0.0312161 | Time: 7357.76 ms
[2022-01-28 03:15:15 main:574] : INFO : Epoch 1880 | loss: 0.0310891 | val_loss: 0.0312173 | Time: 18878.2 ms
[2022-01-28 03:15:29 main:574] : INFO : Epoch 1881 | loss: 0.0310899 | val_loss: 0.0312189 | Time: 10725.1 ms
[2022-01-28 03:15:38 main:574] : INFO : Epoch 1882 | loss: 0.0310868 | val_loss: 0.0312343 | Time: 8446.74 ms
[2022-01-28 03:15:43 main:574] : INFO : Epoch 1883 | loss: 0.0310883 | val_loss: 0.031243 | Time: 4747.64 ms
[2022-01-28 03:15:56 main:574] : INFO : Epoch 1884 | loss: 0.0310963 | val_loss: 0.0312304 | Time: 12345.8 ms
[2022-01-28 03:16:00 main:574] : INFO : Epoch 1885 | loss: 0.03109 | val_loss: 0.0312236 | Time: 4341.79 ms
[2022-01-28 03:16:06 main:574] : INFO : Epoch 1886 | loss: 0.0311125 | val_loss: 0.0312263 | Time: 6140.93 ms
[2022-01-28 03:16:23 main:574] : INFO : Epoch 1887 | loss: 0.0311068 | val_loss: 0.0312045 | Time: 13418.1 ms
[2022-01-28 03:16:28 main:574] : INFO : Epoch 1888 | loss: 0.0310916 | val_loss: 0.0312073 | Time: 5054.54 ms
[2022-01-28 03:16:39 main:574] : INFO : Epoch 1889 | loss: 0.0310977 | val_loss: 0.0312182 | Time: 10393.6 ms
[2022-01-28 03:16:44 main:574] : INFO : Epoch 1890 | loss: 0.0310983 | val_loss: 0.0312267 | Time: 4697.53 ms
[2022-01-28 03:16:51 main:574] : INFO : Epoch 1891 | loss: 0.0310921 | val_loss: 0.0312165 | Time: 7211.8 ms
[2022-01-28 03:16:56 main:574] : INFO : Epoch 1892 | loss: 0.0310852 | val_loss: 0.0312309 | Time: 4723.36 ms
[2022-01-28 03:17:02 main:574] : INFO : Epoch 1893 | loss: 0.0310847 | val_loss: 0.0312211 | Time: 5147.53 ms
[2022-01-28 03:17:13 main:574] : INFO : Epoch 1894 | loss: 0.0310809 | val_loss: 0.0312209 | Time: 11041.1 ms
[2022-01-28 03:17:21 main:574] : INFO : Epoch 1895 | loss: 0.0310833 | val_loss: 0.0312343 | Time: 7650.89 ms
[2022-01-28 03:17:26 main:574] : INFO : Epoch 1896 | loss: 0.0310756 | val_loss: 0.0312407 | Time: 5018.53 ms
[2022-01-28 03:17:31 main:574] : INFO : Epoch 1897 | loss: 0.0310798 | val_loss: 0.0312516 | Time: 4679.12 ms
[2022-01-28 03:17:40 main:574] : INFO : Epoch 1898 | loss: 0.0310793 | val_loss: 0.0312346 | Time: 8753.61 ms
[2022-01-28 03:17:45 main:574] : INFO : Epoch 1899 | loss: 0.0310872 | val_loss: 0.0312227 | Time: 4829.1 ms
[2022-01-28 03:17:50 main:574] : INFO : Epoch 1900 | loss: 0.0310836 | val_loss: 0.0312394 | Time: 4449.42 ms
[2022-01-28 03:18:06 main:574] : INFO : Epoch 1901 | loss: 0.0310826 | val_loss: 0.0312364 | Time: 10104.1 ms
[2022-01-28 03:18:18 main:574] : INFO : Epoch 1902 | loss: 0.0311101 | val_loss: 0.0312112 | Time: 12079.8 ms
[2022-01-28 03:18:23 main:574] : INFO : Epoch 1903 | loss: 0.0310929 | val_loss: 0.0312194 | Time: 4667.72 ms
[2022-01-28 03:18:35 main:574] : INFO : Epoch 1904 | loss: 0.0310823 | val_loss: 0.0312387 | Time: 11437.5 ms
[2022-01-28 03:18:39 main:574] : INFO : Epoch 1905 | loss: 0.0310805 | val_loss: 0.031214 | Time: 4770.73 ms
[2022-01-28 03:18:57 main:574] : INFO : Epoch 1906 | loss: 0.0310897 | val_loss: 0.0312133 | Time: 17459.4 ms
[2022-01-28 03:19:03 main:574] : INFO : Epoch 1907 | loss: 0.0311064 | val_loss: 0.031233 | Time: 5367.31 ms
[2022-01-28 03:19:32 main:574] : INFO : Epoch 1908 | loss: 0.0310946 | val_loss: 0.0312225 | Time: 23917.8 ms
[2022-01-28 03:19:38 main:574] : INFO : Epoch 1909 | loss: 0.0310805 | val_loss: 0.031232 | Time: 5904.41 ms
[2022-01-28 03:19:44 main:574] : INFO : Epoch 1910 | loss: 0.0310738 | val_loss: 0.0312313 | Time: 6747.65 ms
[2022-01-28 03:19:50 main:574] : INFO : Epoch 1911 | loss: 0.0310704 | val_loss: 0.031235 | Time: 5714.39 ms
[2022-01-28 03:19:55 main:574] : INFO : Epoch 1912 | loss: 0.0310706 | val_loss: 0.0312328 | Time: 4836.64 ms
[2022-01-28 03:20:00 main:574] : INFO : Epoch 1913 | loss: 0.0310704 | val_loss: 0.031237 | Time: 4754.93 ms
[2022-01-28 03:20:21 main:574] : INFO : Epoch 1914 | loss: 0.0310723 | val_loss: 0.0312456 | Time: 19327 ms
[2022-01-28 03:20:33 main:574] : INFO : Epoch 1915 | loss: 0.0310684 | val_loss: 0.0312328 | Time: 12061.5 ms
[2022-01-28 03:21:03 main:574] : INFO : Epoch 1916 | loss: 0.0310672 | val_loss: 0.031255 | Time: 26912.8 ms
[2022-01-28 03:21:08 main:574] : INFO : Epoch 1917 | loss: 0.0310723 | val_loss: 0.0312495 | Time: 4721.77 ms
[2022-01-28 03:21:21 main:574] : INFO : Epoch 1918 | loss: 0.0310755 | val_loss: 0.0312321 | Time: 12578.8 ms
[2022-01-28 03:21:26 main:574] : INFO : Epoch 1919 | loss: 0.031076 | val_loss: 0.0312322 | Time: 4554.84 ms
[2022-01-28 03:21:30 main:574] : INFO : Epoch 1920 | loss: 0.0310763 | val_loss: 0.0312278 | Time: 4616.64 ms
[2022-01-28 03:21:35 main:574] : INFO : Epoch 1921 | loss: 0.0310787 | val_loss: 0.0312434 | Time: 4861.99 ms
[2022-01-28 03:21:41 main:574] : INFO : Epoch 1922 | loss: 0.031071 | val_loss: 0.0312318 | Time: 5596.46 ms
[2022-01-28 03:21:49 main:574] : INFO : Epoch 1923 | loss: 0.0310643 | val_loss: 0.0312248 | Time: 8006.28 ms
[2022-01-28 03:21:54 main:574] : INFO : Epoch 1924 | loss: 0.0310654 | val_loss: 0.0312492 | Time: 4797.99 ms
[2022-01-28 03:21:59 main:574] : INFO : Epoch 1925 | loss: 0.0310648 | val_loss: 0.0312449 | Time: 5239.58 ms
[2022-01-28 03:22:15 main:574] : INFO : Epoch 1926 | loss: 0.0310776 | val_loss: 0.0312511 | Time: 16164.3 ms
[2022-01-28 03:22:20 main:574] : INFO : Epoch 1927 | loss: 0.0310837 | val_loss: 0.0312399 | Time: 4636.12 ms
[2022-01-28 03:22:38 main:574] : INFO : Epoch 1928 | loss: 0.0310884 | val_loss: 0.0312328 | Time: 17807.2 ms
[2022-01-28 03:22:51 main:574] : INFO : Epoch 1929 | loss: 0.0310765 | val_loss: 0.0312371 | Time: 13373.4 ms
[2022-01-28 03:22:56 main:574] : INFO : Epoch 1930 | loss: 0.0310728 | val_loss: 0.0312462 | Time: 4615.93 ms
[2022-01-28 03:23:15 main:574] : INFO : Epoch 1931 | loss: 0.0310667 | val_loss: 0.0312593 | Time: 19361.9 ms
[2022-01-28 03:23:20 main:574] : INFO : Epoch 1932 | loss: 0.0310693 | val_loss: 0.0312443 | Time: 4464.71 ms
[2022-01-28 03:23:26 main:574] : INFO : Epoch 1933 | loss: 0.0310738 | val_loss: 0.0312391 | Time: 4775.01 ms
[2022-01-28 03:23:32 main:574] : INFO : Epoch 1934 | loss: 0.0310676 | val_loss: 0.0312501 | Time: 6110.4 ms
[2022-01-28 03:23:37 main:574] : INFO : Epoch 1935 | loss: 0.0310697 | val_loss: 0.0312404 | Time: 4675.8 ms
[2022-01-28 03:23:42 main:574] : INFO : Epoch 1936 | loss: 0.0310694 | val_loss: 0.0312559 | Time: 4546.28 ms
[2022-01-28 03:23:46 main:574] : INFO : Epoch 1937 | loss: 0.0310877 | val_loss: 0.0311995 | Time: 4662.3 ms
[2022-01-28 03:23:51 main:574] : INFO : Epoch 1938 | loss: 0.0311234 | val_loss: 0.0312087 | Time: 4281.07 ms
[2022-01-28 03:23:55 main:574] : INFO : Epoch 1939 | loss: 0.031112 | val_loss: 0.031228 | Time: 4561.11 ms
[2022-01-28 03:24:13 main:574] : INFO : Epoch 1940 | loss: 0.0310922 | val_loss: 0.0312124 | Time: 12818.6 ms
[2022-01-28 03:24:25 main:574] : INFO : Epoch 1941 | loss: 0.0310783 | val_loss: 0.0312431 | Time: 11919.2 ms
[2022-01-28 03:24:40 main:574] : INFO : Epoch 1942 | loss: 0.031066 | val_loss: 0.0312342 | Time: 15197.5 ms
[2022-01-28 03:24:50 main:574] : INFO : Epoch 1943 | loss: 0.0310787 | val_loss: 0.0312226 | Time: 6074.07 ms
[2022-01-28 03:24:55 main:574] : INFO : Epoch 1944 | loss: 0.0310685 | val_loss: 0.0312311 | Time: 4687.51 ms
[2022-01-28 03:25:02 main:574] : INFO : Epoch 1945 | loss: 0.0310619 | val_loss: 0.0312571 | Time: 6886.97 ms
[2022-01-28 03:25:06 main:574] : INFO : Epoch 1946 | loss: 0.031066 | val_loss: 0.0312498 | Time: 4702.54 ms
[2022-01-28 03:25:12 main:574] : INFO : Epoch 1947 | loss: 0.03107 | val_loss: 0.0312663 | Time: 5428 ms
[2022-01-28 03:25:16 main:574] : INFO : Epoch 1948 | loss: 0.031063 | val_loss: 0.0312396 | Time: 4587.67 ms
[2022-01-28 03:25:27 main:574] : INFO : Epoch 1949 | loss: 0.0310674 | val_loss: 0.0312529 | Time: 10070.6 ms
[2022-01-28 03:25:34 main:574] : INFO : Epoch 1950 | loss: 0.0310697 | val_loss: 0.0312471 | Time: 7298.6 ms
[2022-01-28 03:25:46 main:574] : INFO : Epoch 1951 | loss: 0.0310718 | val_loss: 0.0312338 | Time: 11639.2 ms
[2022-01-28 03:25:51 main:574] : INFO : Epoch 1952 | loss: 0.0310704 | val_loss: 0.0312653 | Time: 5487.68 ms
[2022-01-28 03:25:58 main:574] : INFO : Epoch 1953 | loss: 0.0310633 | val_loss: 0.0312537 | Time: 7303.14 ms
[2022-01-28 03:26:07 main:574] : INFO : Epoch 1954 | loss: 0.0310756 | val_loss: 0.0312539 | Time: 8111.64 ms
[2022-01-28 03:26:18 main:574] : INFO : Epoch 1955 | loss: 0.0310669 | val_loss: 0.0312541 | Time: 10391.1 ms
[2022-01-28 03:26:33 main:574] : INFO : Epoch 1956 | loss: 0.0310581 | val_loss: 0.0312371 | Time: 12165 ms
[2022-01-28 03:26:50 main:574] : INFO : Epoch 1957 | loss: 0.0310658 | val_loss: 0.0312484 | Time: 15768.7 ms
[2022-01-28 03:27:09 main:574] : INFO : Epoch 1958 | loss: 0.0310684 | val_loss: 0.0312353 | Time: 15623 ms
[2022-01-28 03:27:25 main:574] : INFO : Epoch 1959 | loss: 0.0310627 | val_loss: 0.0312634 | Time: 12130.7 ms
[2022-01-28 03:27:40 main:574] : INFO : Epoch 1960 | loss: 0.0310558 | val_loss: 0.0312499 | Time: 14095.8 ms
[2022-01-28 03:27:45 main:574] : INFO : Epoch 1961 | loss: 0.0310553 | val_loss: 0.0312571 | Time: 4577.59 ms
[2022-01-28 03:27:58 main:574] : INFO : Epoch 1962 | loss: 0.0310529 | val_loss: 0.0312596 | Time: 13681.8 ms
[2022-01-28 03:28:06 main:574] : INFO : Epoch 1963 | loss: 0.0310518 | val_loss: 0.0312628 | Time: 7959 ms
[2022-01-28 03:28:21 main:574] : INFO : Epoch 1964 | loss: 0.0310587 | val_loss: 0.0312607 | Time: 12739.9 ms
[2022-01-28 03:28:44 main:574] : INFO : Epoch 1965 | loss: 0.0310614 | val_loss: 0.031253 | Time: 21244.5 ms
[2022-01-28 03:28:54 main:574] : INFO : Epoch 1966 | loss: 0.0310692 | val_loss: 0.0312354 | Time: 10024.7 ms
[2022-01-28 03:29:16 main:574] : INFO : Epoch 1967 | loss: 0.0310743 | val_loss: 0.031225 | Time: 15647.1 ms
[2022-01-28 03:29:30 main:574] : INFO : Epoch 1968 | loss: 0.0310711 | val_loss: 0.0312601 | Time: 8088.63 ms
[2022-01-28 03:29:35 main:574] : INFO : Epoch 1969 | loss: 0.031064 | val_loss: 0.0312322 | Time: 4682.09 ms
[2022-01-28 03:29:41 main:574] : INFO : Epoch 1970 | loss: 0.0310664 | val_loss: 0.0312545 | Time: 6660.46 ms
[2022-01-28 03:29:49 main:574] : INFO : Epoch 1971 | loss: 0.0310636 | val_loss: 0.0312549 | Time: 4741.23 ms
[2022-01-28 03:29:54 main:574] : INFO : Epoch 1972 | loss: 0.0310584 | val_loss: 0.0312353 | Time: 4667.82 ms
[2022-01-28 03:30:01 main:574] : INFO : Epoch 1973 | loss: 0.0310536 | val_loss: 0.0312601 | Time: 5923.09 ms
[2022-01-28 03:30:15 main:574] : INFO : Epoch 1974 | loss: 0.0310494 | val_loss: 0.0312625 | Time: 14075.2 ms
[2022-01-28 03:30:32 main:574] : INFO : Epoch 1975 | loss: 0.0310528 | val_loss: 0.0312623 | Time: 16042.9 ms
[2022-01-28 03:30:48 main:574] : INFO : Epoch 1976 | loss: 0.0310575 | val_loss: 0.0312516 | Time: 15834.2 ms
[2022-01-28 03:31:12 main:574] : INFO : Epoch 1977 | loss: 0.0310596 | val_loss: 0.0312579 | Time: 13935.9 ms
[2022-01-28 03:31:29 main:574] : INFO : Epoch 1978 | loss: 0.0310633 | val_loss: 0.0312687 | Time: 7750.76 ms
[2022-01-28 03:31:34 main:574] : INFO : Epoch 1979 | loss: 0.0310617 | val_loss: 0.0312436 | Time: 4797.23 ms
[2022-01-28 03:31:47 main:574] : INFO : Epoch 1980 | loss: 0.0310564 | val_loss: 0.0312449 | Time: 12734.2 ms
[2022-01-28 03:31:52 main:574] : INFO : Epoch 1981 | loss: 0.0310602 | val_loss: 0.0312569 | Time: 4886.34 ms
[2022-01-28 03:31:57 main:574] : INFO : Epoch 1982 | loss: 0.0310587 | val_loss: 0.0312639 | Time: 4746.89 ms
[2022-01-28 03:32:15 main:574] : INFO : Epoch 1983 | loss: 0.0310589 | val_loss: 0.0312713 | Time: 18010.7 ms
[2022-01-28 03:32:25 main:574] : INFO : Epoch 1984 | loss: 0.0310552 | val_loss: 0.0312486 | Time: 4641.99 ms
[2022-01-28 03:32:45 main:574] : INFO : Epoch 1985 | loss: 0.0310565 | val_loss: 0.0312612 | Time: 20430.5 ms
[2022-01-28 03:32:54 main:574] : INFO : Epoch 1986 | loss: 0.0310567 | val_loss: 0.0312668 | Time: 9181.62 ms
[2022-01-28 03:33:05 main:574] : INFO : Epoch 1987 | loss: 0.0310632 | val_loss: 0.0312624 | Time: 10566.5 ms
[2022-01-28 03:33:25 main:574] : INFO : Epoch 1988 | loss: 0.0310562 | val_loss: 0.0312493 | Time: 19846.1 ms
[2022-01-28 03:34:01 main:574] : INFO : Epoch 1989 | loss: 0.0310648 | val_loss: 0.0312387 | Time: 27176.9 ms
[2022-01-28 03:34:10 main:574] : INFO : Epoch 1990 | loss: 0.0310793 | val_loss: 0.0312316 | Time: 9007.81 ms
[2022-01-28 03:34:31 main:574] : INFO : Epoch 1991 | loss: 0.0310633 | val_loss: 0.0312825 | Time: 16388.1 ms
[2022-01-28 03:34:40 main:574] : INFO : Epoch 1992 | loss: 0.0310677 | val_loss: 0.0312521 | Time: 8756.13 ms
[2022-01-28 03:34:49 main:574] : INFO : Epoch 1993 | loss: 0.031063 | val_loss: 0.0312528 | Time: 7618.88 ms
[2022-01-28 03:35:03 main:574] : INFO : Epoch 1994 | loss: 0.031059 | val_loss: 0.0312662 | Time: 12964.5 ms
[2022-01-28 03:35:07 main:574] : INFO : Epoch 1995 | loss: 0.0310555 | val_loss: 0.0312545 | Time: 4715.19 ms
[2022-01-28 03:35:12 main:574] : INFO : Epoch 1996 | loss: 0.0310571 | val_loss: 0.0312605 | Time: 4795.74 ms
[2022-01-28 03:35:26 main:574] : INFO : Epoch 1997 | loss: 0.0310591 | val_loss: 0.0312612 | Time: 13468.9 ms
[2022-01-28 03:35:31 main:574] : INFO : Epoch 1998 | loss: 0.0310848 | val_loss: 0.0312154 | Time: 4927.18 ms
[2022-01-28 03:35:37 main:574] : INFO : Epoch 1999 | loss: 0.0311006 | val_loss: 0.0312319 | Time: 6086.72 ms
[2022-01-28 03:35:54 main:574] : INFO : Epoch 2000 | loss: 0.0310776 | val_loss: 0.0312418 | Time: 16856.7 ms
[2022-01-28 03:36:10 main:574] : INFO : Epoch 2001 | loss: 0.0310654 | val_loss: 0.0312503 | Time: 15979.4 ms
[2022-01-28 03:36:30 main:574] : INFO : Epoch 2002 | loss: 0.0310573 | val_loss: 0.0312493 | Time: 19132.4 ms
[2022-01-28 03:36:35 main:574] : INFO : Epoch 2003 | loss: 0.0310574 | val_loss: 0.0312272 | Time: 4836.86 ms
[2022-01-28 03:36:39 main:574] : INFO : Epoch 2004 | loss: 0.0310598 | val_loss: 0.0312621 | Time: 4520.4 ms
[2022-01-28 03:37:05 main:574] : INFO : Epoch 2005 | loss: 0.0310537 | val_loss: 0.0312588 | Time: 24737.9 ms
[2022-01-28 03:37:09 main:574] : INFO : Epoch 2006 | loss: 0.0310597 | val_loss: 0.0312697 | Time: 4724.08 ms
[2022-01-28 03:37:19 main:574] : INFO : Epoch 2007 | loss: 0.0310557 | val_loss: 0.0312394 | Time: 9898.33 ms
[2022-01-28 03:37:28 main:574] : INFO : Epoch 2008 | loss: 0.0310636 | val_loss: 0.0312536 | Time: 8484.26 ms
[2022-01-28 03:37:38 main:574] : INFO : Epoch 2009 | loss: 0.0310655 | val_loss: 0.0312762 | Time: 10390.4 ms
[2022-01-28 03:37:43 main:574] : INFO : Epoch 2010 | loss: 0.0310516 | val_loss: 0.0312377 | Time: 4639.57 ms
[2022-01-28 03:37:57 main:574] : INFO : Epoch 2011 | loss: 0.0310565 | val_loss: 0.0312614 | Time: 13630 ms
[2022-01-28 03:38:05 main:574] : INFO : Epoch 2012 | loss: 0.0310617 | val_loss: 0.0312733 | Time: 8612.66 ms
[2022-01-28 03:38:31 main:574] : INFO : Epoch 2013 | loss: 0.0310549 | val_loss: 0.0312566 | Time: 23923.5 ms
[2022-01-28 03:38:36 main:574] : INFO : Epoch 2014 | loss: 0.0310653 | val_loss: 0.0312623 | Time: 4534.69 ms
[2022-01-28 03:38:40 main:574] : INFO : Epoch 2015 | loss: 0.031062 | val_loss: 0.0312307 | Time: 4558.63 ms
[2022-01-28 03:39:06 main:574] : INFO : Epoch 2016 | loss: 0.0310618 | val_loss: 0.0312689 | Time: 21668.7 ms
[2022-01-28 03:39:12 main:574] : INFO : Epoch 2017 | loss: 0.0310538 | val_loss: 0.0312659 | Time: 6018.4 ms
[2022-01-28 03:39:34 main:574] : INFO : Epoch 2018 | loss: 0.0310602 | val_loss: 0.0312457 | Time: 20360.6 ms
[2022-01-28 03:39:39 main:574] : INFO : Epoch 2019 | loss: 0.0310484 | val_loss: 0.0312605 | Time: 4846.53 ms
[2022-01-28 03:39:44 main:574] : INFO : Epoch 2020 | loss: 0.0310609 | val_loss: 0.0312491 | Time: 4593.04 ms
[2022-01-28 03:39:48 main:574] : INFO : Epoch 2021 | loss: 0.0310593 | val_loss: 0.0312423 | Time: 4546.03 ms
[2022-01-28 03:40:03 main:574] : INFO : Epoch 2022 | loss: 0.0310571 | val_loss: 0.031278 | Time: 14085.4 ms
[2022-01-28 03:40:25 main:574] : INFO : Epoch 2023 | loss: 0.0310517 | val_loss: 0.0312667 | Time: 20453.1 ms
[2022-01-28 03:40:30 main:574] : INFO : Epoch 2024 | loss: 0.0310479 | val_loss: 0.0312509 | Time: 4885.47 ms
[2022-01-28 03:40:45 main:574] : INFO : Epoch 2025 | loss: 0.0310487 | val_loss: 0.031276 | Time: 14337.7 ms
[2022-01-28 03:40:53 main:574] : INFO : Epoch 2026 | loss: 0.0310497 | val_loss: 0.0312772 | Time: 7976.8 ms
[2022-01-28 03:40:58 main:574] : INFO : Epoch 2027 | loss: 0.0310589 | val_loss: 0.0312621 | Time: 4715.39 ms
[2022-01-28 03:41:03 main:574] : INFO : Epoch 2028 | loss: 0.0310592 | val_loss: 0.0312533 | Time: 4567.44 ms
[2022-01-28 03:41:20 main:574] : INFO : Epoch 2029 | loss: 0.031054 | val_loss: 0.0312468 | Time: 16633 ms
[2022-01-28 03:41:25 main:574] : INFO : Epoch 2030 | loss: 0.0310463 | val_loss: 0.0312489 | Time: 4494.2 ms
[2022-01-28 03:41:30 main:574] : INFO : Epoch 2031 | loss: 0.0310463 | val_loss: 0.0312813 | Time: 4581.16 ms
[2022-01-28 03:41:54 main:574] : INFO : Epoch 2032 | loss: 0.0310537 | val_loss: 0.0312515 | Time: 24839.5 ms
[2022-01-28 03:42:10 main:574] : INFO : Epoch 2033 | loss: 0.031057 | val_loss: 0.0312647 | Time: 15428.2 ms
[2022-01-28 03:42:15 main:574] : INFO : Epoch 2034 | loss: 0.0310557 | val_loss: 0.0312544 | Time: 4593.78 ms
[2022-01-28 03:42:20 main:574] : INFO : Epoch 2035 | loss: 0.0310541 | val_loss: 0.0312503 | Time: 5689.36 ms
[2022-01-28 03:42:25 main:574] : INFO : Epoch 2036 | loss: 0.0310508 | val_loss: 0.03126 | Time: 4520.35 ms
[2022-01-28 03:42:48 main:574] : INFO : Epoch 2037 | loss: 0.0310543 | val_loss: 0.0312689 | Time: 18577.7 ms
[2022-01-28 03:42:59 main:574] : INFO : Epoch 2038 | loss: 0.031059 | val_loss: 0.0312453 | Time: 5376.22 ms
[2022-01-28 03:43:04 main:574] : INFO : Epoch 2039 | loss: 0.0310464 | val_loss: 0.0312461 | Time: 4651.22 ms
[2022-01-28 03:43:08 main:574] : INFO : Epoch 2040 | loss: 0.0310425 | val_loss: 0.0312608 | Time: 4446.92 ms
[2022-01-28 03:43:26 main:574] : INFO : Epoch 2041 | loss: 0.0310446 | val_loss: 0.0312621 | Time: 17789.8 ms
[2022-01-28 03:43:31 main:574] : INFO : Epoch 2042 | loss: 0.031051 | val_loss: 0.0312621 | Time: 4411.4 ms
[2022-01-28 03:43:36 main:574] : INFO : Epoch 2043 | loss: 0.0310482 | val_loss: 0.0312541 | Time: 5752.95 ms
[2022-01-28 03:43:55 main:574] : INFO : Epoch 2044 | loss: 0.0310607 | val_loss: 0.031259 | Time: 18651.9 ms
[2022-01-28 03:44:00 main:574] : INFO : Epoch 2045 | loss: 0.0310643 | val_loss: 0.0312596 | Time: 4428.41 ms
[2022-01-28 03:44:21 main:574] : INFO : Epoch 2046 | loss: 0.0310584 | val_loss: 0.0312604 | Time: 20089.3 ms
[2022-01-28 03:44:28 main:574] : INFO : Epoch 2047 | loss: 0.0310518 | val_loss: 0.0312573 | Time: 4820.51 ms
[2022-01-28 03:44:32 main:574] : INFO : Epoch 2048 | loss: 0.031044 | val_loss: 0.0312587 | Time: 4703.51 ms
[2022-01-28 03:44:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312587
[2022-01-28 03:44:32 main:603] : INFO : Saving end state to config to file
[2022-01-28 03:44:32 main:608] : INFO : Success, exiting..
03:44:33 (6544): 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)