Task 6153307
| Name | ParityMachine-1625431980-1207-2_1 |
| Workunit | 3796173 |
| Created | 30 Jul 2021, 4:07:24 UTC |
| Sent | 30 Jul 2021, 4:49:17 UTC |
| Report deadline | 6 Aug 2021, 4:49:17 UTC |
| Received | 30 Jul 2021, 11:42:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13196 |
| Run time | 1 hours 6 min 20 sec |
| CPU time | 1 hours 3 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,143.11 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 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: 0.0311175 | val_loss: 0.031141 | Time: 1872 ms
[2021-07-30 05:25:47 main:574] : INFO : Epoch 1543 | loss: 0.0311174 | val_loss: 0.0311483 | Time: 1902.53 ms
[2021-07-30 05:25:49 main:574] : INFO : Epoch 1544 | loss: 0.0311173 | val_loss: 0.0311428 | Time: 1891.33 ms
[2021-07-30 05:25:51 main:574] : INFO : Epoch 1545 | loss: 0.0311153 | val_loss: 0.0311447 | Time: 1890.3 ms
[2021-07-30 05:25:53 main:574] : INFO : Epoch 1546 | loss: 0.031114 | val_loss: 0.0311481 | Time: 1875.59 ms
[2021-07-30 05:25:55 main:574] : INFO : Epoch 1547 | loss: 0.0311202 | val_loss: 0.0311475 | Time: 1865.54 ms
[2021-07-30 05:25:57 main:574] : INFO : Epoch 1548 | loss: 0.0311195 | val_loss: 0.0311513 | Time: 1872.41 ms
[2021-07-30 05:25:59 main:574] : INFO : Epoch 1549 | loss: 0.0311192 | val_loss: 0.0311489 | Time: 1879.19 ms
[2021-07-30 05:26:01 main:574] : INFO : Epoch 1550 | loss: 0.0311206 | val_loss: 0.0311495 | Time: 1875.92 ms
[2021-07-30 05:26:03 main:574] : INFO : Epoch 1551 | loss: 0.031119 | val_loss: 0.0311471 | Time: 1879.34 ms
[2021-07-30 05:26:05 main:574] : INFO : Epoch 1552 | loss: 0.0311191 | val_loss: 0.0311447 | Time: 1869.2 ms
[2021-07-30 05:26:07 main:574] : INFO : Epoch 1553 | loss: 0.0311184 | val_loss: 0.0311466 | Time: 1876.27 ms
[2021-07-30 05:26:09 main:574] : INFO : Epoch 1554 | loss: 0.0311168 | val_loss: 0.0311486 | Time: 1871.06 ms
[2021-07-30 05:26:11 main:574] : INFO : Epoch 1555 | loss: 0.0311201 | val_loss: 0.031149 | Time: 1872.28 ms
[2021-07-30 05:26:13 main:574] : INFO : Epoch 1556 | loss: 0.0311178 | val_loss: 0.0311492 | Time: 1871.43 ms
[2021-07-30 05:26:14 main:574] : INFO : Epoch 1557 | loss: 0.031118 | val_loss: 0.0311486 | Time: 1875.67 ms
[2021-07-30 05:26:16 main:574] : INFO : Epoch 1558 | loss: 0.0311162 | val_loss: 0.0311453 | Time: 1866.26 ms
[2021-07-30 05:26:18 main:574] : INFO : Epoch 1559 | loss: 0.0311152 | val_loss: 0.0311441 | Time: 1863.89 ms
[2021-07-30 05:26:20 main:574] : INFO : Epoch 1560 | loss: 0.0311156 | val_loss: 0.0311444 | Time: 1867.87 ms
[2021-07-30 05:26:22 main:574] : INFO : Epoch 1561 | loss: 0.0311161 | val_loss: 0.0311477 | Time: 1876.11 ms
[2021-07-30 05:26:24 main:574] : INFO : Epoch 1562 | loss: 0.0311165 | val_loss: 0.0311501 | Time: 1875.64 ms
[2021-07-30 05:26:26 main:574] : INFO : Epoch 1563 | loss: 0.0311155 | val_loss: 0.031151 | Time: 1875.63 ms
[2021-07-30 05:26:28 main:574] : INFO : Epoch 1564 | loss: 0.031115 | val_loss: 0.0311534 | Time: 1870.37 ms
[2021-07-30 05:26:30 main:574] : INFO : Epoch 1565 | loss: 0.0311137 | val_loss: 0.0311476 | Time: 1863.81 ms
[2021-07-30 05:26:32 main:574] : INFO : Epoch 1566 | loss: 0.0311152 | val_loss: 0.0311552 | Time: 1870.53 ms
[2021-07-30 05:26:34 main:574] : INFO : Epoch 1567 | loss: 0.0311219 | val_loss: 0.0311419 | Time: 1872.08 ms
[2021-07-30 05:26:36 main:574] : INFO : Epoch 1568 | loss: 0.0311191 | val_loss: 0.0311417 | Time: 1871.79 ms
[2021-07-30 05:26:38 main:574] : INFO : Epoch 1569 | loss: 0.0311176 | val_loss: 0.0311486 | Time: 1875.65 ms
[2021-07-30 05:26:40 main:574] : INFO : Epoch 1570 | loss: 0.0311167 | val_loss: 0.0311446 | Time: 1871.68 ms
[2021-07-30 05:26:41 main:574] : INFO : Epoch 1571 | loss: 0.0311145 | val_loss: 0.0311453 | Time: 1864.35 ms
[2021-07-30 05:26:43 main:574] : INFO : Epoch 1572 | loss: 0.0311137 | val_loss: 0.0311486 | Time: 1866.61 ms
[2021-07-30 05:26:45 main:574] : INFO : Epoch 1573 | loss: 0.0311123 | val_loss: 0.0311462 | Time: 1870.83 ms
[2021-07-30 05:26:47 main:574] : INFO : Epoch 1574 | loss: 0.0311164 | val_loss: 0.0311528 | Time: 1893.66 ms
[2021-07-30 05:26:49 main:574] : INFO : Epoch 1575 | loss: 0.0311195 | val_loss: 0.0311443 | Time: 1868.03 ms
[2021-07-30 05:26:51 main:574] : INFO : Epoch 1576 | loss: 0.0311133 | val_loss: 0.0311505 | Time: 1875.67 ms
[2021-07-30 05:26:53 main:574] : INFO : Epoch 1577 | loss: 0.0311129 | val_loss: 0.0311455 | Time: 1880.17 ms
[2021-07-30 05:26:55 main:574] : INFO : Epoch 1578 | loss: 0.0311139 | val_loss: 0.031141 | Time: 1874.72 ms
[2021-07-30 05:26:57 main:574] : INFO : Epoch 1579 | loss: 0.0311124 | val_loss: 0.0311442 | Time: 1876.24 ms
[2021-07-30 05:26:59 main:574] : INFO : Epoch 1580 | loss: 0.0311153 | val_loss: 0.0311502 | Time: 1864.37 ms
[2021-07-30 05:27:01 main:574] : INFO : Epoch 1581 | loss: 0.0311128 | val_loss: 0.0311443 | Time: 1866.47 ms
[2021-07-30 05:27:03 main:574] : INFO : Epoch 1582 | loss: 0.0311111 | val_loss: 0.0311431 | Time: 1885.67 ms
[2021-07-30 05:27:05 main:574] : INFO : Epoch 1583 | loss: 0.0311128 | val_loss: 0.0311448 | Time: 1870.05 ms
[2021-07-30 05:27:07 main:574] : INFO : Epoch 1584 | loss: 0.0311109 | val_loss: 0.0311429 | Time: 1865.76 ms
[2021-07-30 05:27:09 main:574] : INFO : Epoch 1585 | loss: 0.0311088 | val_loss: 0.031149 | Time: 1867.94 ms
[2021-07-30 05:27:10 main:574] : INFO : Epoch 1586 | loss: 0.031112 | val_loss: 0.0311471 | Time: 1872.62 ms
[2021-07-30 05:27:12 main:574] : INFO : Epoch 1587 | loss: 0.0311145 | val_loss: 0.0311407 | Time: 1870.74 ms
[2021-07-30 05:27:14 main:574] : INFO : Epoch 1588 | loss: 0.0311127 | val_loss: 0.0311426 | Time: 1856.9 ms
[2021-07-30 05:27:16 main:574] : INFO : Epoch 1589 | loss: 0.0311121 | val_loss: 0.0311453 | Time: 1886.62 ms
[2021-07-30 05:27:18 main:574] : INFO : Epoch 1590 | loss: 0.0311104 | val_loss: 0.0311405 | Time: 1878.46 ms
[2021-07-30 05:27:20 main:574] : INFO : Epoch 1591 | loss: 0.0311155 | val_loss: 0.0311412 | Time: 1867.48 ms
[2021-07-30 05:27:22 main:574] : INFO : Epoch 1592 | loss: 0.0311194 | val_loss: 0.0311371 | Time: 1877.12 ms
[2021-07-30 05:27:24 main:574] : INFO : Epoch 1593 | loss: 0.031119 | val_loss: 0.0311407 | Time: 1872.22 ms
[2021-07-30 05:27:26 main:574] : INFO : Epoch 1594 | loss: 0.0311165 | val_loss: 0.0311437 | Time: 1878.66 ms
[2021-07-30 05:27:28 main:574] : INFO : Epoch 1595 | loss: 0.0311132 | val_loss: 0.0311458 | Time: 1872.62 ms
[2021-07-30 05:27:30 main:574] : INFO : Epoch 1596 | loss: 0.0311135 | val_loss: 0.0311445 | Time: 1880.77 ms
[2021-07-30 05:27:32 main:574] : INFO : Epoch 1597 | loss: 0.0311134 | val_loss: 0.0311423 | Time: 1864.44 ms
[2021-07-30 05:27:34 main:574] : INFO : Epoch 1598 | loss: 0.0311127 | val_loss: 0.0311447 | Time: 1894.71 ms
[2021-07-30 05:27:36 main:574] : INFO : Epoch 1599 | loss: 0.0311148 | val_loss: 0.0311414 | Time: 1875.44 ms
[2021-07-30 05:27:37 main:574] : INFO : Epoch 1600 | loss: 0.0311142 | val_loss: 0.0311378 | Time: 1881.95 ms
[2021-07-30 05:27:39 main:574] : INFO : Epoch 1601 | loss: 0.0311125 | val_loss: 0.0311412 | Time: 1875.39 ms
[2021-07-30 05:27:41 main:574] : INFO : Epoch 1602 | loss: 0.0311082 | val_loss: 0.0311413 | Time: 1873.84 ms
[2021-07-30 05:27:43 main:574] : INFO : Epoch 1603 | loss: 0.0311094 | val_loss: 0.0311417 | Time: 1876.46 ms
[2021-07-30 05:27:45 main:574] : INFO : Epoch 1604 | loss: 0.0311096 | val_loss: 0.0311408 | Time: 1871.12 ms
[2021-07-30 05:27:47 main:574] : INFO : Epoch 1605 | loss: 0.0311119 | val_loss: 0.031157 | Time: 1874.2 ms
[2021-07-30 05:27:49 main:574] : INFO : Epoch 1606 | loss: 0.0311123 | val_loss: 0.0311394 | Time: 1869.85 ms
[2021-07-30 05:27:51 main:574] : INFO : Epoch 1607 | loss: 0.031111 | val_loss: 0.0311374 | Time: 1877.98 ms
[2021-07-30 05:27:53 main:574] : INFO : Epoch 1608 | loss: 0.0311102 | val_loss: 0.0311503 | Time: 1865.14 ms
[2021-07-30 05:27:55 main:574] : INFO : Epoch 1609 | loss: 0.0311121 | val_loss: 0.0311425 | Time: 1873.53 ms
[2021-07-30 05:27:57 main:574] : INFO : Epoch 1610 | loss: 0.0311077 | val_loss: 0.03114 | Time: 1872.75 ms
[2021-07-30 05:27:59 main:574] : INFO : Epoch 1611 | loss: 0.031107 | val_loss: 0.0311409 | Time: 1879.86 ms
[2021-07-30 05:28:01 main:574] : INFO : Epoch 1612 | loss: 0.0311106 | val_loss: 0.0311365 | Time: 1872.17 ms
[2021-07-30 05:28:03 main:574] : INFO : Epoch 1613 | loss: 0.0311099 | val_loss: 0.0311377 | Time: 1866.86 ms
[2021-07-30 05:28:04 main:574] : INFO : Epoch 1614 | loss: 0.0311116 | val_loss: 0.0311458 | Time: 1881.77 ms
[2021-07-30 05:28:06 main:574] : INFO : Epoch 1615 | loss: 0.0311136 | val_loss: 0.0311465 | Time: 1883.18 ms
[2021-07-30 05:28:08 main:574] : INFO : Epoch 1616 | loss: 0.0311124 | val_loss: 0.0311427 | Time: 1871.62 ms
[2021-07-30 05:28:10 main:574] : INFO : Epoch 1617 | loss: 0.03111 | val_loss: 0.0311367 | Time: 1873.65 ms
[2021-07-30 05:28:12 main:574] : INFO : Epoch 1618 | loss: 0.0311094 | val_loss: 0.0311415 | Time: 1875.51 ms
[2021-07-30 05:28:14 main:574] : INFO : Epoch 1619 | loss: 0.0311118 | val_loss: 0.0311397 | Time: 1881.02 ms
[2021-07-30 05:28:16 main:574] : INFO : Epoch 1620 | loss: 0.0311106 | val_loss: 0.0311389 | Time: 1871.24 ms
[2021-07-30 05:28:18 main:574] : INFO : Epoch 1621 | loss: 0.0311094 | val_loss: 0.0311405 | Time: 1879.3 ms
[2021-07-30 05:28:20 main:574] : INFO : Epoch 1622 | loss: 0.0311108 | val_loss: 0.031137 | Time: 1876.93 ms
[2021-07-30 05:28:22 main:574] : INFO : Epoch 1623 | loss: 0.0311096 | val_loss: 0.0311404 | Time: 1875.79 ms
[2021-07-30 05:28:24 main:574] : INFO : Epoch 1624 | loss: 0.0311091 | val_loss: 0.0311408 | Time: 1882.64 ms
[2021-07-30 05:28:26 main:574] : INFO : Epoch 1625 | loss: 0.0311103 | val_loss: 0.0311371 | Time: 1874.3 ms
[2021-07-30 05:28:28 main:574] : INFO : Epoch 1626 | loss: 0.0311102 | val_loss: 0.0311412 | Time: 1887.84 ms
[2021-07-30 05:28:30 main:574] : INFO : Epoch 1627 | loss: 0.0311075 | val_loss: 0.0311382 | Time: 1879.54 ms
[2021-07-30 05:28:32 main:574] : INFO : Epoch 1628 | loss: 0.0311111 | val_loss: 0.0311353 | Time: 1859.76 ms
[2021-07-30 05:28:33 main:574] : INFO : Epoch 1629 | loss: 0.0311123 | val_loss: 0.0311365 | Time: 1874.1 ms
[2021-07-30 05:28:35 main:574] : INFO : Epoch 1630 | loss: 0.031112 | val_loss: 0.0311386 | Time: 1875.01 ms
[2021-07-30 05:28:37 main:574] : INFO : Epoch 1631 | loss: 0.0311103 | val_loss: 0.0311392 | Time: 1864.46 ms
[2021-07-30 05:28:39 main:574] : INFO : Epoch 1632 | loss: 0.0311115 | val_loss: 0.0311372 | Time: 1870.11 ms
[2021-07-30 05:28:41 main:574] : INFO : Epoch 1633 | loss: 0.0311183 | val_loss: 0.0311343 | Time: 1870.34 ms
[2021-07-30 05:28:43 main:574] : INFO : Epoch 1634 | loss: 0.031115 | val_loss: 0.0311381 | Time: 1867.86 ms
[2021-07-30 05:28:45 main:574] : INFO : Epoch 1635 | loss: 0.0311119 | val_loss: 0.031138 | Time: 1865.79 ms
[2021-07-30 05:28:47 main:574] : INFO : Epoch 1636 | loss: 0.0311131 | val_loss: 0.0311365 | Time: 1879.54 ms
[2021-07-30 05:28:49 main:574] : INFO : Epoch 1637 | loss: 0.0311113 | val_loss: 0.0311362 | Time: 1871.35 ms
[2021-07-30 05:28:51 main:574] : INFO : Epoch 1638 | loss: 0.0311146 | val_loss: 0.0311431 | Time: 1874.95 ms
[2021-07-30 05:28:53 main:574] : INFO : Epoch 1639 | loss: 0.0311161 | val_loss: 0.0311659 | Time: 1865.94 ms
[2021-07-30 05:28:55 main:574] : INFO : Epoch 1640 | loss: 0.0316806 | val_loss: 0.0316961 | Time: 1863.98 ms
[2021-07-30 05:28:57 main:574] : INFO : Epoch 1641 | loss: 0.0345893 | val_loss: 0.0318088 | Time: 1863.44 ms
[2021-07-30 05:28:59 main:574] : INFO : Epoch 1642 | loss: 0.0319495 | val_loss: 0.0313471 | Time: 1882.2 ms
[2021-07-30 05:29:00 main:574] : INFO : Epoch 1643 | loss: 0.031378 | val_loss: 0.0313005 | Time: 1869.57 ms
[2021-07-30 05:29:02 main:574] : INFO : Epoch 1644 | loss: 0.0312507 | val_loss: 0.031223 | Time: 1879.65 ms
[2021-07-30 05:29:04 main:574] : INFO : Epoch 1645 | loss: 0.0312048 | val_loss: 0.0311898 | Time: 1900.33 ms
[2021-07-30 05:29:06 main:574] : INFO : Epoch 1646 | loss: 0.0311737 | val_loss: 0.031174 | Time: 1875.29 ms
[2021-07-30 05:29:08 main:574] : INFO : Epoch 1647 | loss: 0.0311606 | val_loss: 0.0311615 | Time: 1870.53 ms
[2021-07-30 05:29:10 main:574] : INFO : Epoch 1648 | loss: 0.0311522 | val_loss: 0.031158 | Time: 1864.66 ms
[2021-07-30 05:29:12 main:574] : INFO : Epoch 1649 | loss: 0.0311448 | val_loss: 0.0311494 | Time: 1871.8 ms
[2021-07-30 05:29:14 main:574] : INFO : Epoch 1650 | loss: 0.0311381 | val_loss: 0.0311448 | Time: 1869.46 ms
[2021-07-30 05:29:16 main:574] : INFO : Epoch 1651 | loss: 0.0311333 | val_loss: 0.0311448 | Time: 1871.77 ms
[2021-07-30 05:29:18 main:574] : INFO : Epoch 1652 | loss: 0.0311293 | val_loss: 0.0311434 | Time: 1883.22 ms
[2021-07-30 05:29:20 main:574] : INFO : Epoch 1653 | loss: 0.0311282 | val_loss: 0.0311412 | Time: 1872.87 ms
[2021-07-30 05:29:22 main:574] : INFO : Epoch 1654 | loss: 0.0311247 | val_loss: 0.0311399 | Time: 1875.86 ms
[2021-07-30 05:29:24 main:574] : INFO : Epoch 1655 | loss: 0.0311226 | val_loss: 0.0311401 | Time: 1868.51 ms
[2021-07-30 05:29:26 main:574] : INFO : Epoch 1656 | loss: 0.0311226 | val_loss: 0.0311412 | Time: 1870.17 ms
[2021-07-30 05:29:27 main:574] : INFO : Epoch 1657 | loss: 0.03112 | val_loss: 0.0311428 | Time: 1882.85 ms
[2021-07-30 05:29:29 main:574] : INFO : Epoch 1658 | loss: 0.0311205 | val_loss: 0.031147 | Time: 1879.14 ms
[2021-07-30 05:29:31 main:574] : INFO : Epoch 1659 | loss: 0.0311223 | val_loss: 0.0311399 | Time: 1874.53 ms
[2021-07-30 05:29:33 main:574] : INFO : Epoch 1660 | loss: 0.0311188 | val_loss: 0.031141 | Time: 1870.97 ms
[2021-07-30 05:29:35 main:574] : INFO : Epoch 1661 | loss: 0.0311185 | val_loss: 0.031141 | Time: 1867.53 ms
[2021-07-30 05:29:37 main:574] : INFO : Epoch 1662 | loss: 0.0311169 | val_loss: 0.0311386 | Time: 1876.52 ms
[2021-07-30 05:29:39 main:574] : INFO : Epoch 1663 | loss: 0.0311183 | val_loss: 0.0311473 | Time: 1873.87 ms
[2021-07-30 05:29:41 main:574] : INFO : Epoch 1664 | loss: 0.0311203 | val_loss: 0.0311441 | Time: 1879.9 ms
[2021-07-30 05:29:43 main:574] : INFO : Epoch 1665 | loss: 0.0311183 | val_loss: 0.0311371 | Time: 1870.74 ms
[2021-07-30 05:29:45 main:574] : INFO : Epoch 1666 | loss: 0.0311152 | val_loss: 0.0311363 | Time: 1873.07 ms
[2021-07-30 05:29:47 main:574] : INFO : Epoch 1667 | loss: 0.031115 | val_loss: 0.0311408 | Time: 1875.83 ms
[2021-07-30 05:29:49 main:574] : INFO : Epoch 1668 | loss: 0.0311133 | val_loss: 0.0311368 | Time: 1883.11 ms
[2021-07-30 05:29:51 main:574] : INFO : Epoch 1669 | loss: 0.0311152 | val_loss: 0.0311383 | Time: 1866.4 ms
[2021-07-30 05:29:53 main:574] : INFO : Epoch 1670 | loss: 0.0311157 | val_loss: 0.0311393 | Time: 1870.57 ms
[2021-07-30 05:29:55 main:574] : INFO : Epoch 1671 | loss: 0.031113 | val_loss: 0.0311435 | Time: 1871.38 ms
[2021-07-30 05:29:56 main:574] : INFO : Epoch 1672 | loss: 0.0311126 | val_loss: 0.0311355 | Time: 1875.63 ms
[2021-07-30 05:29:58 main:574] : INFO : Epoch 1673 | loss: 0.0311139 | val_loss: 0.0311381 | Time: 1875.11 ms
[2021-07-30 05:30:00 main:574] : INFO : Epoch 1674 | loss: 0.0311154 | val_loss: 0.0311416 | Time: 1881.03 ms
[2021-07-30 05:30:02 main:574] : INFO : Epoch 1675 | loss: 0.0311137 | val_loss: 0.0311412 | Time: 1887.98 ms
[2021-07-30 05:30:04 main:574] : INFO : Epoch 1676 | loss: 0.0311136 | val_loss: 0.031141 | Time: 1896 ms
[2021-07-30 05:30:06 main:574] : INFO : Epoch 1677 | loss: 0.0311122 | val_loss: 0.0311421 | Time: 1871.21 ms
[2021-07-30 05:30:08 main:574] : INFO : Epoch 1678 | loss: 0.0311142 | val_loss: 0.0311413 | Time: 1876.23 ms
[2021-07-30 05:30:10 main:574] : INFO : Epoch 1679 | loss: 0.0311144 | val_loss: 0.0311423 | Time: 1870.09 ms
[2021-07-30 05:30:12 main:574] : INFO : Epoch 1680 | loss: 0.0311158 | val_loss: 0.0311426 | Time: 1875.86 ms
[2021-07-30 05:30:14 main:574] : INFO : Epoch 1681 | loss: 0.0311141 | val_loss: 0.0311377 | Time: 1879.21 ms
[2021-07-30 05:30:16 main:574] : INFO : Epoch 1682 | loss: 0.0311158 | val_loss: 0.0311434 | Time: 1871.19 ms
[2021-07-30 05:30:18 main:574] : INFO : Epoch 1683 | loss: 0.0311163 | val_loss: 0.0311377 | Time: 1878.54 ms
[2021-07-30 05:30:20 main:574] : INFO : Epoch 1684 | loss: 0.0311131 | val_loss: 0.0311383 | Time: 1880.52 ms
[2021-07-30 05:30:22 main:574] : INFO : Epoch 1685 | loss: 0.0311134 | val_loss: 0.0311448 | Time: 1878.6 ms
[2021-07-30 05:30:24 main:574] : INFO : Epoch 1686 | loss: 0.0311145 | val_loss: 0.0311447 | Time: 1881.37 ms
[2021-07-30 05:30:25 main:574] : INFO : Epoch 1687 | loss: 0.0311151 | val_loss: 0.031144 | Time: 1870.45 ms
[2021-07-30 05:30:27 main:574] : INFO : Epoch 1688 | loss: 0.0311125 | val_loss: 0.031144 | Time: 1863.93 ms
[2021-07-30 05:30:29 main:574] : INFO : Epoch 1689 | loss: 0.0311147 | val_loss: 0.0311406 | Time: 1867.07 ms
[2021-07-30 05:30:31 main:574] : INFO : Epoch 1690 | loss: 0.031113 | val_loss: 0.0311383 | Time: 1880.05 ms
[2021-07-30 05:30:33 main:574] : INFO : Epoch 1691 | loss: 0.0311101 | val_loss: 0.031138 | Time: 1861.91 ms
[2021-07-30 05:30:35 main:574] : INFO : Epoch 1692 | loss: 0.0311114 | val_loss: 0.0311368 | Time: 1868.8 ms
[2021-07-30 05:30:37 main:574] : INFO : Epoch 1693 | loss: 0.0311118 | val_loss: 0.0311357 | Time: 1872.13 ms
[2021-07-30 05:30:39 main:574] : INFO : Epoch 1694 | loss: 0.0311121 | val_loss: 0.0311406 | Time: 1867.87 ms
[2021-07-30 05:30:41 main:574] : INFO : Epoch 1695 | loss: 0.0311108 | val_loss: 0.0311406 | Time: 1868.37 ms
[2021-07-30 05:30:43 main:574] : INFO : Epoch 1696 | loss: 0.0311088 | val_loss: 0.0311383 | Time: 1870.28 ms
[2021-07-30 05:30:45 main:574] : INFO : Epoch 1697 | loss: 0.031113 | val_loss: 0.0311402 | Time: 1866.48 ms
[2021-07-30 05:30:47 main:574] : INFO : Epoch 1698 | loss: 0.0311117 | val_loss: 0.0311376 | Time: 1870.47 ms
[2021-07-30 05:30:49 main:574] : INFO : Epoch 1699 | loss: 0.0311108 | val_loss: 0.0311395 | Time: 1885.88 ms
[2021-07-30 05:30:51 main:574] : INFO : Epoch 1700 | loss: 0.0311101 | val_loss: 0.0311397 | Time: 1884.33 ms
[2021-07-30 05:30:52 main:574] : INFO : Epoch 1701 | loss: 0.0311089 | val_loss: 0.031141 | Time: 1879.48 ms
[2021-07-30 05:30:54 main:574] : INFO : Epoch 1702 | loss: 0.0311084 | val_loss: 0.0311378 | Time: 1873.29 ms
[2021-07-30 05:30:56 main:574] : INFO : Epoch 1703 | loss: 0.0311076 | val_loss: 0.0311329 | Time: 1870.43 ms
[2021-07-30 05:30:58 main:574] : INFO : Epoch 1704 | loss: 0.0311082 | val_loss: 0.0311377 | Time: 1886.77 ms
[2021-07-30 05:31:00 main:574] : INFO : Epoch 1705 | loss: 0.0311104 | val_loss: 0.0311372 | Time: 1867.82 ms
[2021-07-30 05:31:02 main:574] : INFO : Epoch 1706 | loss: 0.0311096 | val_loss: 0.031139 | Time: 1872.33 ms
[2021-07-30 05:31:04 main:574] : INFO : Epoch 1707 | loss: 0.0311094 | val_loss: 0.0311427 | Time: 1873.93 ms
[2021-07-30 05:31:06 main:574] : INFO : Epoch 1708 | loss: 0.0311097 | val_loss: 0.0311389 | Time: 1872.3 ms
[2021-07-30 05:31:08 main:574] : INFO : Epoch 1709 | loss: 0.0311089 | val_loss: 0.03114 | Time: 1877.98 ms
[2021-07-30 05:31:10 main:574] : INFO : Epoch 1710 | loss: 0.031108 | val_loss: 0.0311399 | Time: 1868.57 ms
[2021-07-30 05:31:12 main:574] : INFO : Epoch 1711 | loss: 0.0311106 | val_loss: 0.0311418 | Time: 1864.99 ms
[2021-07-30 05:31:14 main:574] : INFO : Epoch 1712 | loss: 0.0311136 | val_loss: 0.0311426 | Time: 1870.21 ms
[2021-07-30 05:31:16 main:574] : INFO : Epoch 1713 | loss: 0.0311125 | val_loss: 0.0311377 | Time: 1870.4 ms
[2021-07-30 05:31:18 main:574] : INFO : Epoch 1714 | loss: 0.03111 | val_loss: 0.0311406 | Time: 1871.85 ms
[2021-07-30 05:31:19 main:574] : INFO : Epoch 1715 | loss: 0.0311078 | val_loss: 0.0311573 | Time: 1874.04 ms
[2021-07-30 05:31:21 main:574] : INFO : Epoch 1716 | loss: 0.0311271 | val_loss: 0.0311529 | Time: 1856.27 ms
[2021-07-30 05:31:23 main:574] : INFO : Epoch 1717 | loss: 0.0311236 | val_loss: 0.0311477 | Time: 1882.06 ms
[2021-07-30 05:31:25 main:574] : INFO : Epoch 1718 | loss: 0.0311204 | val_loss: 0.0311426 | Time: 1882.52 ms
[2021-07-30 05:31:27 main:574] : INFO : Epoch 1719 | loss: 0.0311193 | val_loss: 0.0311479 | Time: 1869.49 ms
[2021-07-30 05:31:29 main:574] : INFO : Epoch 1720 | loss: 0.0311201 | val_loss: 0.0311474 | Time: 1872.87 ms
[2021-07-30 05:31:31 main:574] : INFO : Epoch 1721 | loss: 0.0311165 | val_loss: 0.0311462 | Time: 1863.26 ms
[2021-07-30 05:31:33 main:574] : INFO : Epoch 1722 | loss: 0.0311178 | val_loss: 0.0311408 | Time: 1869.68 ms
[2021-07-30 05:31:35 main:574] : INFO : Epoch 1723 | loss: 0.0311164 | val_loss: 0.0311436 | Time: 1880.42 ms
[2021-07-30 05:31:37 main:574] : INFO : Epoch 1724 | loss: 0.0311166 | val_loss: 0.031143 | Time: 1879.15 ms
[2021-07-30 05:31:39 main:574] : INFO : Epoch 1725 | loss: 0.0311134 | val_loss: 0.0311442 | Time: 1878.46 ms
[2021-07-30 05:31:41 main:574] : INFO : Epoch 1726 | loss: 0.031115 | val_loss: 0.0311423 | Time: 1869.91 ms
[2021-07-30 05:31:43 main:574] : INFO : Epoch 1727 | loss: 0.0311171 | val_loss: 0.0311473 | Time: 1868.69 ms
[2021-07-30 05:31:45 main:574] : INFO : Epoch 1728 | loss: 0.0311141 | val_loss: 0.0311398 | Time: 1869 ms
[2021-07-30 05:31:46 main:574] : INFO : Epoch 1729 | loss: 0.0311149 | val_loss: 0.0311437 | Time: 1872.99 ms
[2021-07-30 05:31:48 main:574] : INFO : Epoch 1730 | loss: 0.0311157 | val_loss: 0.0311479 | Time: 1867.99 ms
[2021-07-30 05:31:50 main:574] : INFO : Epoch 1731 | loss: 0.0311131 | val_loss: 0.0311421 | Time: 1878.93 ms
[2021-07-30 05:31:52 main:574] : INFO : Epoch 1732 | loss: 0.0311146 | val_loss: 0.0311515 | Time: 1873.35 ms
[2021-07-30 05:31:54 main:574] : INFO : Epoch 1733 | loss: 0.0311147 | val_loss: 0.0311479 | Time: 1875.18 ms
[2021-07-30 05:31:56 main:574] : INFO : Epoch 1734 | loss: 0.0311125 | val_loss: 0.0311433 | Time: 1867.26 ms
[2021-07-30 05:31:58 main:574] : INFO : Epoch 1735 | loss: 0.0311105 | val_loss: 0.0311408 | Time: 1868.81 ms
[2021-07-30 05:32:00 main:574] : INFO : Epoch 1736 | loss: 0.0311117 | val_loss: 0.0311404 | Time: 1876.14 ms
[2021-07-30 05:32:02 main:574] : INFO : Epoch 1737 | loss: 0.0311113 | val_loss: 0.031139 | Time: 1871.52 ms
[2021-07-30 05:32:04 main:574] : INFO : Epoch 1738 | loss: 0.0311119 | val_loss: 0.0311421 | Time: 1865.85 ms
[2021-07-30 05:32:06 main:574] : INFO : Epoch 1739 | loss: 0.0311107 | val_loss: 0.0311413 | Time: 1874.44 ms
[2021-07-30 05:32:08 main:574] : INFO : Epoch 1740 | loss: 0.0311168 | val_loss: 0.0311419 | Time: 1871.87 ms
[2021-07-30 05:32:10 main:574] : INFO : Epoch 1741 | loss: 0.0311305 | val_loss: 0.0311456 | Time: 1866.45 ms
[2021-07-30 05:32:12 main:574] : INFO : Epoch 1742 | loss: 0.0311288 | val_loss: 0.0311405 | Time: 1872.5 ms
[2021-07-30 05:32:13 main:574] : INFO : Epoch 1743 | loss: 0.031128 | val_loss: 0.0311417 | Time: 1887.92 ms
[2021-07-30 05:32:15 main:574] : INFO : Epoch 1744 | loss: 0.0311283 | val_loss: 0.0311355 | Time: 1868.77 ms
[2021-07-30 05:32:17 main:574] : INFO : Epoch 1745 | loss: 0.031127 | val_loss: 0.0311324 | Time: 1891.08 ms
[2021-07-30 05:32:19 main:574] : INFO : Epoch 1746 | loss: 0.0311246 | val_loss: 0.0311353 | Time: 1872.21 ms
[2021-07-30 05:32:21 main:574] : INFO : Epoch 1747 | loss: 0.0311275 | val_loss: 0.0311373 | Time: 1873.51 ms
[2021-07-30 05:32:23 main:574] : INFO : Epoch 1748 | loss: 0.0311233 | val_loss: 0.0311364 | Time: 1866.78 ms
[2021-07-30 05:32:25 main:574] : INFO : Epoch 1749 | loss: 0.031121 | val_loss: 0.0311352 | Time: 1873.64 ms
[2021-07-30 05:32:27 main:574] : INFO : Epoch 1750 | loss: 0.0311203 | val_loss: 0.031137 | Time: 1873.54 ms
[2021-07-30 05:32:29 main:574] : INFO : Epoch 1751 | loss: 0.0311195 | val_loss: 0.0311366 | Time: 1864.43 ms
[2021-07-30 05:32:31 main:574] : INFO : Epoch 1752 | loss: 0.0311186 | val_loss: 0.0311361 | Time: 1871.81 ms
[2021-07-30 05:32:33 main:574] : INFO : Epoch 1753 | loss: 0.0311198 | val_loss: 0.0311337 | Time: 1875.03 ms
[2021-07-30 05:32:35 main:574] : INFO : Epoch 1754 | loss: 0.031116 | val_loss: 0.0311325 | Time: 1876.45 ms
[2021-07-30 05:32:37 main:574] : INFO : Epoch 1755 | loss: 0.0311154 | val_loss: 0.031134 | Time: 1877.87 ms
[2021-07-30 05:32:39 main:574] : INFO : Epoch 1756 | loss: 0.0311163 | val_loss: 0.0311455 | Time: 1893.95 ms
[2021-07-30 05:32:41 main:574] : INFO : Epoch 1757 | loss: 0.031121 | val_loss: 0.0311382 | Time: 1889.56 ms
[2021-07-30 05:32:43 main:574] : INFO : Epoch 1758 | loss: 0.0311159 | val_loss: 0.0311365 | Time: 1894.7 ms
[2021-07-30 05:32:45 main:574] : INFO : Epoch 1759 | loss: 0.0311145 | val_loss: 0.0311328 | Time: 1885.41 ms
[2021-07-30 05:32:47 main:574] : INFO : Epoch 1760 | loss: 0.0311137 | val_loss: 0.0311324 | Time: 1874.11 ms
[2021-07-30 05:32:49 main:574] : INFO : Epoch 1761 | loss: 0.0311145 | val_loss: 0.0311348 | Time: 1913.29 ms
[2021-07-30 05:32:51 main:574] : INFO : Epoch 1762 | loss: 0.0311182 | val_loss: 0.0311317 | Time: 1871.67 ms
[2021-07-30 05:32:53 main:574] : INFO : Epoch 1763 | loss: 0.0311183 | val_loss: 0.0311367 | Time: 1853.77 ms
[2021-07-30 05:32:55 main:574] : INFO : Epoch 1764 | loss: 0.0311151 | val_loss: 0.03113 | Time: 1857.74 ms
[2021-07-30 05:32:56 main:574] : INFO : Epoch 1765 | loss: 0.0311127 | val_loss: 0.0311392 | Time: 1862.89 ms
[2021-07-30 05:32:58 main:574] : INFO : Epoch 1766 | loss: 0.031114 | val_loss: 0.031133 | Time: 1869.45 ms
[2021-07-30 05:33:00 main:574] : INFO : Epoch 1767 | loss: 0.0311117 | val_loss: 0.0311346 | Time: 1863.94 ms
[2021-07-30 05:33:02 main:574] : INFO : Epoch 1768 | loss: 0.0311172 | val_loss: 0.0311384 | Time: 1865.42 ms
[2021-07-30 05:33:04 main:574] : INFO : Epoch 1769 | loss: 0.0311157 | val_loss: 0.0311393 | Time: 1866.75 ms
[2021-07-30 05:33:06 main:574] : INFO : Epoch 1770 | loss: 0.0311153 | val_loss: 0.031135 | Time: 1878.77 ms
[2021-07-30 05:33:08 main:574] : INFO : Epoch 1771 | loss: 0.0311157 | val_loss: 0.0311331 | Time: 1864.88 ms
[2021-07-30 05:33:10 main:574] : INFO : Epoch 1772 | loss: 0.0311139 | val_loss: 0.0311405 | Time: 1862.68 ms
[2021-07-30 05:33:12 main:574] : INFO : Epoch 1773 | loss: 0.0311199 | val_loss: 0.0311336 | Time: 1864.33 ms
[2021-07-30 05:33:14 main:574] : INFO : Epoch 1774 | loss: 0.0311158 | val_loss: 0.0311338 | Time: 1867.16 ms
[2021-07-30 05:33:16 main:574] : INFO : Epoch 1775 | loss: 0.0311159 | val_loss: 0.0311332 | Time: 1862.01 ms
[2021-07-30 05:33:18 main:574] : INFO : Epoch 1776 | loss: 0.0311164 | val_loss: 0.0311336 | Time: 1869.69 ms
[2021-07-30 05:33:20 main:574] : INFO : Epoch 1777 | loss: 0.031114 | val_loss: 0.0311323 | Time: 1869.54 ms
[2021-07-30 05:33:22 main:574] : INFO : Epoch 1778 | loss: 0.0311135 | val_loss: 0.0311327 | Time: 1860.04 ms
[2021-07-30 05:33:24 main:574] : INFO : Epoch 1779 | loss: 0.0311136 | val_loss: 0.0311346 | Time: 1856.67 ms
[2021-07-30 05:33:26 main:574] : INFO : Epoch 1780 | loss: 0.0311112 | val_loss: 0.0311317 | Time: 1869.86 ms
[2021-07-30 05:33:28 main:574] : INFO : Epoch 1781 | loss: 0.0311118 | val_loss: 0.0311394 | Time: 1866.68 ms
[2021-07-30 05:33:30 main:574] : INFO : Epoch 1782 | loss: 0.031113 | val_loss: 0.0311312 | Time: 1867.12 ms
[2021-07-30 05:33:31 main:574] : INFO : Epoch 1783 | loss: 0.0311101 | val_loss: 0.0311289 | Time: 1865.29 ms
[2021-07-30 05:33:33 main:574] : INFO : Epoch 1784 | loss: 0.0311101 | val_loss: 0.0311297 | Time: 1867.51 ms
[2021-07-30 05:33:35 main:574] : INFO : Epoch 1785 | loss: 0.0311096 | val_loss: 0.0311342 | Time: 1863.77 ms
[2021-07-30 05:33:37 main:574] : INFO : Epoch 1786 | loss: 0.0311128 | val_loss: 0.0311315 | Time: 1865.7 ms
[2021-07-30 05:33:39 main:574] : INFO : Epoch 1787 | loss: 0.0311093 | val_loss: 0.0311297 | Time: 1861.97 ms
[2021-07-30 05:33:41 main:574] : INFO : Epoch 1788 | loss: 0.031111 | val_loss: 0.0311338 | Time: 1866.25 ms
[2021-07-30 05:33:43 main:574] : INFO : Epoch 1789 | loss: 0.0311147 | val_loss: 0.0311376 | Time: 1860.84 ms
[2021-07-30 05:33:45 main:574] : INFO : Epoch 1790 | loss: 0.0311122 | val_loss: 0.0311329 | Time: 1858.93 ms
[2021-07-30 05:33:47 main:574] : INFO : Epoch 1791 | loss: 0.031114 | val_loss: 0.0311354 | Time: 1854.2 ms
[2021-07-30 05:33:49 main:574] : INFO : Epoch 1792 | loss: 0.0311132 | val_loss: 0.0311348 | Time: 1866.8 ms
[2021-07-30 05:33:51 main:574] : INFO : Epoch 1793 | loss: 0.0311167 | val_loss: 0.0311357 | Time: 1864.93 ms
[2021-07-30 05:33:53 main:574] : INFO : Epoch 1794 | loss: 0.0311117 | val_loss: 0.0311331 | Time: 1870.81 ms
[2021-07-30 05:33:54 main:574] : INFO : Epoch 1795 | loss: 0.0311101 | val_loss: 0.0311322 | Time: 1858.68 ms
[2021-07-30 05:33:56 main:574] : INFO : Epoch 1796 | loss: 0.0311098 | val_loss: 0.0311347 | Time: 1862.68 ms
[2021-07-30 05:33:58 main:574] : INFO : Epoch 1797 | loss: 0.0311089 | val_loss: 0.0311327 | Time: 1870.18 ms
[2021-07-30 05:34:00 main:574] : INFO : Epoch 1798 | loss: 0.0311134 | val_loss: 0.0311305 | Time: 1861.39 ms
[2021-07-30 05:34:02 main:574] : INFO : Epoch 1799 | loss: 0.0311107 | val_loss: 0.0311384 | Time: 1867.63 ms
[2021-07-30 05:34:04 main:574] : INFO : Epoch 1800 | loss: 0.0311121 | val_loss: 0.0311437 | Time: 1864.01 ms
[2021-07-30 05:34:06 main:574] : INFO : Epoch 1801 | loss: 0.0311089 | val_loss: 0.0311371 | Time: 1870.42 ms
[2021-07-30 05:34:08 main:574] : INFO : Epoch 1802 | loss: 0.0311069 | val_loss: 0.0311373 | Time: 1864.11 ms
[2021-07-30 05:34:10 main:574] : INFO : Epoch 1803 | loss: 0.0311081 | val_loss: 0.0311433 | Time: 1861.66 ms
[2021-07-30 05:34:12 main:574] : INFO : Epoch 1804 | loss: 0.031109 | val_loss: 0.0311342 | Time: 1863.07 ms
[2021-07-30 05:34:14 main:574] : INFO : Epoch 1805 | loss: 0.0311082 | val_loss: 0.0311344 | Time: 1858.82 ms
[2021-07-30 05:34:16 main:574] : INFO : Epoch 1806 | loss: 0.0311113 | val_loss: 0.0311317 | Time: 1871.34 ms
[2021-07-30 05:34:18 main:574] : INFO : Epoch 1807 | loss: 0.0311085 | val_loss: 0.0311319 | Time: 1876.66 ms
[2021-07-30 05:34:19 main:574] : INFO : Epoch 1808 | loss: 0.0311086 | val_loss: 0.031133 | Time: 1865.54 ms
[2021-07-30 05:34:21 main:574] : INFO : Epoch 1809 | loss: 0.031108 | val_loss: 0.031129 | Time: 1872.61 ms
[2021-07-30 05:34:23 main:574] : INFO : Epoch 1810 | loss: 0.0311055 | val_loss: 0.0311267 | Time: 1862.47 ms
[2021-07-30 05:34:25 main:574] : INFO : Epoch 1811 | loss: 0.031104 | val_loss: 0.0311301 | Time: 1866.68 ms
[2021-07-30 05:34:27 main:574] : INFO : Epoch 1812 | loss: 0.0311049 | val_loss: 0.0311323 | Time: 1865.55 ms
[2021-07-30 05:34:29 main:574] : INFO : Epoch 1813 | loss: 0.0311046 | val_loss: 0.0311328 | Time: 1863.33 ms
[2021-07-30 05:34:31 main:574] : INFO : Epoch 1814 | loss: 0.0311039 | val_loss: 0.0311291 | Time: 1873.91 ms
[2021-07-30 05:34:33 main:574] : INFO : Epoch 1815 | loss: 0.0311044 | val_loss: 0.0311323 | Time: 1865.81 ms
[2021-07-30 05:34:35 main:574] : INFO : Epoch 1816 | loss: 0.0311058 | val_loss: 0.0311311 | Time: 1871.73 ms
[2021-07-30 05:34:37 main:574] : INFO : Epoch 1817 | loss: 0.0311094 | val_loss: 0.0311346 | Time: 1864.65 ms
[2021-07-30 05:34:39 main:574] : INFO : Epoch 1818 | loss: 0.0311088 | val_loss: 0.0311333 | Time: 1862.6 ms
[2021-07-30 05:34:41 main:574] : INFO : Epoch 1819 | loss: 0.0311058 | val_loss: 0.0311287 | Time: 1865.61 ms
[2021-07-30 05:34:43 main:574] : INFO : Epoch 1820 | loss: 0.031104 | val_loss: 0.0311314 | Time: 1860.65 ms
[2021-07-30 05:34:44 main:574] : INFO : Epoch 1821 | loss: 0.0311038 | val_loss: 0.031133 | Time: 1859.55 ms
[2021-07-30 05:34:46 main:574] : INFO : Epoch 1822 | loss: 0.0311065 | val_loss: 0.0311276 | Time: 1863.18 ms
[2021-07-30 05:34:48 main:574] : INFO : Epoch 1823 | loss: 0.0311073 | val_loss: 0.0311294 | Time: 1863.61 ms
[2021-07-30 05:34:50 main:574] : INFO : Epoch 1824 | loss: 0.0311067 | val_loss: 0.0311304 | Time: 1862.16 ms
[2021-07-30 05:34:52 main:574] : INFO : Epoch 1825 | loss: 0.0311048 | val_loss: 0.0311301 | Time: 1857.44 ms
[2021-07-30 05:34:54 main:574] : INFO : Epoch 1826 | loss: 0.031105 | val_loss: 0.031134 | Time: 1859.93 ms
[2021-07-30 05:34:56 main:574] : INFO : Epoch 1827 | loss: 0.031105 | val_loss: 0.0311275 | Time: 1863.24 ms
[2021-07-30 05:34:58 main:574] : INFO : Epoch 1828 | loss: 0.0311052 | val_loss: 0.0311335 | Time: 1870.63 ms
[2021-07-30 05:35:00 main:574] : INFO : Epoch 1829 | loss: 0.0311066 | val_loss: 0.0311359 | Time: 1867.92 ms
[2021-07-30 05:35:02 main:574] : INFO : Epoch 1830 | loss: 0.0311051 | val_loss: 0.0311262 | Time: 1865.79 ms
[2021-07-30 05:35:04 main:574] : INFO : Epoch 1831 | loss: 0.0311036 | val_loss: 0.0311285 | Time: 1858.74 ms
[2021-07-30 05:35:06 main:574] : INFO : Epoch 1832 | loss: 0.0311041 | val_loss: 0.0311325 | Time: 1860.56 ms
[2021-07-30 05:35:07 main:574] : INFO : Epoch 1833 | loss: 0.0311046 | val_loss: 0.0311337 | Time: 1862.23 ms
[2021-07-30 05:35:09 main:574] : INFO : Epoch 1834 | loss: 0.0311035 | val_loss: 0.0311294 | Time: 1861.68 ms
[2021-07-30 05:35:11 main:574] : INFO : Epoch 1835 | loss: 0.0311034 | val_loss: 0.0311308 | Time: 1863.33 ms
[2021-07-30 05:35:13 main:574] : INFO : Epoch 1836 | loss: 0.0311062 | val_loss: 0.0311318 | Time: 1860.22 ms
[2021-07-30 05:35:15 main:574] : INFO : Epoch 1837 | loss: 0.0311039 | val_loss: 0.0311309 | Time: 1858.89 ms
[2021-07-30 05:35:17 main:574] : INFO : Epoch 1838 | loss: 0.0311028 | val_loss: 0.0311328 | Time: 1862.42 ms
[2021-07-30 05:35:19 main:574] : INFO : Epoch 1839 | loss: 0.0311048 | val_loss: 0.0311315 | Time: 1867.1 ms
[2021-07-30 05:35:21 main:574] : INFO : Epoch 1840 | loss: 0.031102 | val_loss: 0.0311317 | Time: 1866.47 ms
[2021-07-30 05:35:23 main:574] : INFO : Epoch 1841 | loss: 0.0311033 | val_loss: 0.0311302 | Time: 1864.55 ms
[2021-07-30 05:35:25 main:574] : INFO : Epoch 1842 | loss: 0.0311014 | val_loss: 0.0311298 | Time: 1863.68 ms
[2021-07-30 05:35:27 main:574] : INFO : Epoch 1843 | loss: 0.0311011 | val_loss: 0.0311331 | Time: 1870.1 ms
[2021-07-30 05:35:29 main:574] : INFO : Epoch 1844 | loss: 0.0311022 | val_loss: 0.0311293 | Time: 1863.97 ms
[2021-07-30 05:35:31 main:574] : INFO : Epoch 1845 | loss: 0.0311007 | val_loss: 0.031134 | Time: 1861.5 ms
[2021-07-30 05:35:32 main:574] : INFO : Epoch 1846 | loss: 0.0311013 | val_loss: 0.0311331 | Time: 1867.16 ms
[2021-07-30 05:35:34 main:574] : INFO : Epoch 1847 | loss: 0.0311043 | val_loss: 0.0311323 | Time: 1864.49 ms
[2021-07-30 05:35:36 main:574] : INFO : Epoch 1848 | loss: 0.0311059 | val_loss: 0.0311362 | Time: 1869.48 ms
[2021-07-30 05:35:38 main:574] : INFO : Epoch 1849 | loss: 0.0311025 | val_loss: 0.0311295 | Time: 1865.92 ms
[2021-07-30 05:35:40 main:574] : INFO : Epoch 1850 | loss: 0.0311016 | val_loss: 0.0311306 | Time: 1867.77 ms
[2021-07-30 05:35:42 main:574] : INFO : Epoch 1851 | loss: 0.0311027 | val_loss: 0.031131 | Time: 1868.49 ms
[2021-07-30 05:35:44 main:574] : INFO : Epoch 1852 | loss: 0.0311038 | val_loss: 0.0311325 | Time: 1875.81 ms
[2021-07-30 05:35:46 main:574] : INFO : Epoch 1853 | loss: 0.0311034 | val_loss: 0.0311306 | Time: 1862.58 ms
[2021-07-30 05:35:48 main:574] : INFO : Epoch 1854 | loss: 0.0311022 | val_loss: 0.0311305 | Time: 1866.43 ms
[2021-07-30 05:35:50 main:574] : INFO : Epoch 1855 | loss: 0.0311017 | val_loss: 0.0311284 | Time: 1859.69 ms
[2021-07-30 05:35:52 main:574] : INFO : Epoch 1856 | loss: 0.0311011 | val_loss: 0.0311327 | Time: 1858.87 ms
[2021-07-30 05:35:54 main:574] : INFO : Epoch 1857 | loss: 0.031102 | val_loss: 0.0311319 | Time: 1864.21 ms
[2021-07-30 05:35:55 main:574] : INFO : Epoch 1858 | loss: 0.031105 | val_loss: 0.0311306 | Time: 1859.21 ms
[2021-07-30 05:35:57 main:574] : INFO : Epoch 1859 | loss: 0.031104 | val_loss: 0.0311359 | Time: 1858.45 ms
[2021-07-30 05:35:59 main:574] : INFO : Epoch 1860 | loss: 0.0311027 | val_loss: 0.0311276 | Time: 1859.28 ms
[2021-07-30 05:36:01 main:574] : INFO : Epoch 1861 | loss: 0.0311054 | val_loss: 0.031128 | Time: 1871.57 ms
[2021-07-30 05:36:03 main:574] : INFO : Epoch 1862 | loss: 0.031109 | val_loss: 0.0311284 | Time: 1867.72 ms
[2021-07-30 05:36:05 main:574] : INFO : Epoch 1863 | loss: 0.0311084 | val_loss: 0.0311289 | Time: 1863.48 ms
[2021-07-30 05:36:07 main:574] : INFO : Epoch 1864 | loss: 0.0311049 | val_loss: 0.0311338 | Time: 1864.32 ms
[2021-07-30 05:36:09 main:574] : INFO : Epoch 1865 | loss: 0.031105 | val_loss: 0.0311302 | Time: 1873.23 ms
[2021-07-30 05:36:11 main:574] : INFO : Epoch 1866 | loss: 0.0311073 | val_loss: 0.0311293 | Time: 1867.99 ms
[2021-07-30 05:36:13 main:574] : INFO : Epoch 1867 | loss: 0.0311037 | val_loss: 0.0311295 | Time: 1864.24 ms
[2021-07-30 05:36:15 main:574] : INFO : Epoch 1868 | loss: 0.0311082 | val_loss: 0.031133 | Time: 1863.06 ms
[2021-07-30 05:36:17 main:574] : INFO : Epoch 1869 | loss: 0.0311072 | val_loss: 0.0311304 | Time: 1862.18 ms
[2021-07-30 05:36:19 main:574] : INFO : Epoch 1870 | loss: 0.0311047 | val_loss: 0.031128 | Time: 1865.63 ms
[2021-07-30 05:36:20 main:574] : INFO : Epoch 1871 | loss: 0.0311049 | val_loss: 0.0311284 | Time: 1860.64 ms
[2021-07-30 05:36:22 main:574] : INFO : Epoch 1872 | loss: 0.0311039 | val_loss: 0.0311356 | Time: 1865.57 ms
[2021-07-30 05:36:24 main:574] : INFO : Epoch 1873 | loss: 0.0311065 | val_loss: 0.0311319 | Time: 1877.22 ms
[2021-07-30 05:36:26 main:574] : INFO : Epoch 1874 | loss: 0.031107 | val_loss: 0.0311313 | Time: 1857.38 ms
[2021-07-30 05:36:28 main:574] : INFO : Epoch 1875 | loss: 0.0311056 | val_loss: 0.0311336 | Time: 1869.57 ms
[2021-07-30 05:36:30 main:574] : INFO : Epoch 1876 | loss: 0.0311061 | val_loss: 0.0311328 | Time: 1862.71 ms
[2021-07-30 05:36:32 main:574] : INFO : Epoch 1877 | loss: 0.0311089 | val_loss: 0.0311329 | Time: 1867.69 ms
[2021-07-30 05:36:34 main:574] : INFO : Epoch 1878 | loss: 0.031106 | val_loss: 0.0311377 | Time: 1860.91 ms
[2021-07-30 05:36:36 main:574] : INFO : Epoch 1879 | loss: 0.0311088 | val_loss: 0.0311345 | Time: 1862.9 ms
[2021-07-30 05:36:38 main:574] : INFO : Epoch 1880 | loss: 0.0311112 | val_loss: 0.0311348 | Time: 1872.27 ms
[2021-07-30 05:36:40 main:574] : INFO : Epoch 1881 | loss: 0.0311089 | val_loss: 0.0311353 | Time: 1867.67 ms
[2021-07-30 05:36:42 main:574] : INFO : Epoch 1882 | loss: 0.0311082 | val_loss: 0.0311346 | Time: 1867.84 ms
[2021-07-30 05:36:44 main:574] : INFO : Epoch 1883 | loss: 0.031108 | val_loss: 0.0311304 | Time: 1862.12 ms
[2021-07-30 05:36:45 main:574] : INFO : Epoch 1884 | loss: 0.0311083 | val_loss: 0.03113 | Time: 1872.31 ms
[2021-07-30 05:36:47 main:574] : INFO : Epoch 1885 | loss: 0.0311026 | val_loss: 0.0311314 | Time: 1876.03 ms
[2021-07-30 05:36:49 main:574] : INFO : Epoch 1886 | loss: 0.0311048 | val_loss: 0.0311388 | Time: 1873.66 ms
[2021-07-30 05:36:51 main:574] : INFO : Epoch 1887 | loss: 0.0311101 | val_loss: 0.0311452 | Time: 1870.39 ms
[2021-07-30 05:36:53 main:574] : INFO : Epoch 1888 | loss: 0.0311058 | val_loss: 0.0311272 | Time: 1869.19 ms
[2021-07-30 05:36:55 main:574] : INFO : Epoch 1889 | loss: 0.0311023 | val_loss: 0.0311294 | Time: 1881 ms
[2021-07-30 05:36:57 main:574] : INFO : Epoch 1890 | loss: 0.0311049 | val_loss: 0.031133 | Time: 1871.85 ms
[2021-07-30 05:36:59 main:574] : INFO : Epoch 1891 | loss: 0.0311081 | val_loss: 0.0311319 | Time: 1863.29 ms
[2021-07-30 05:37:01 main:574] : INFO : Epoch 1892 | loss: 0.0311094 | val_loss: 0.0311349 | Time: 1863.81 ms
[2021-07-30 05:37:03 main:574] : INFO : Epoch 1893 | loss: 0.0311069 | val_loss: 0.0311266 | Time: 1861.28 ms
[2021-07-30 05:37:05 main:574] : INFO : Epoch 1894 | loss: 0.0311115 | val_loss: 0.0311299 | Time: 1866.73 ms
[2021-07-30 05:37:07 main:574] : INFO : Epoch 1895 | loss: 0.0311116 | val_loss: 0.0311301 | Time: 1863.88 ms
[2021-07-30 05:37:09 main:574] : INFO : Epoch 1896 | loss: 0.0311088 | val_loss: 0.031132 | Time: 1865.9 ms
[2021-07-30 05:37:11 main:574] : INFO : Epoch 1897 | loss: 0.0311085 | val_loss: 0.0311316 | Time: 1866.74 ms
[2021-07-30 05:37:12 main:574] : INFO : Epoch 1898 | loss: 0.0311061 | val_loss: 0.0311337 | Time: 1867.41 ms
[2021-07-30 05:37:14 main:574] : INFO : Epoch 1899 | loss: 0.0311061 | val_loss: 0.0311309 | Time: 1877.63 ms
[2021-07-30 05:37:16 main:574] : INFO : Epoch 1900 | loss: 0.0311049 | val_loss: 0.0311258 | Time: 1874.11 ms
[2021-07-30 05:37:18 main:574] : INFO : Epoch 1901 | loss: 0.0311057 | val_loss: 0.0311264 | Time: 1866.21 ms
[2021-07-30 05:37:20 main:574] : INFO : Epoch 1902 | loss: 0.0311048 | val_loss: 0.0311299 | Time: 1872.83 ms
[2021-07-30 05:37:22 main:574] : INFO : Epoch 1903 | loss: 0.0311028 | val_loss: 0.0311306 | Time: 1866.69 ms
[2021-07-30 05:37:24 main:574] : INFO : Epoch 1904 | loss: 0.0311009 | val_loss: 0.0311296 | Time: 1868.57 ms
[2021-07-30 05:37:26 main:574] : INFO : Epoch 1905 | loss: 0.0311011 | val_loss: 0.03113 | Time: 1871.93 ms
[2021-07-30 05:37:28 main:574] : INFO : Epoch 1906 | loss: 0.0311 | val_loss: 0.0311284 | Time: 1867.91 ms
[2021-07-30 05:37:30 main:574] : INFO : Epoch 1907 | loss: 0.0310993 | val_loss: 0.0311318 | Time: 1864.93 ms
[2021-07-30 05:37:32 main:574] : INFO : Epoch 1908 | loss: 0.0311004 | val_loss: 0.0311296 | Time: 1871.68 ms
[2021-07-30 05:37:34 main:574] : INFO : Epoch 1909 | loss: 0.0311008 | val_loss: 0.0311283 | Time: 1861.87 ms
[2021-07-30 05:37:36 main:574] : INFO : Epoch 1910 | loss: 0.0311039 | val_loss: 0.0311321 | Time: 1861.61 ms
[2021-07-30 05:37:37 main:574] : INFO : Epoch 1911 | loss: 0.0311026 | val_loss: 0.0311327 | Time: 1859.5 ms
[2021-07-30 05:37:39 main:574] : INFO : Epoch 1912 | loss: 0.0311039 | val_loss: 0.0311355 | Time: 1876.96 ms
[2021-07-30 05:37:41 main:574] : INFO : Epoch 1913 | loss: 0.0311045 | val_loss: 0.0311351 | Time: 1857.45 ms
[2021-07-30 05:37:43 main:574] : INFO : Epoch 1914 | loss: 0.0311038 | val_loss: 0.0311316 | Time: 1865.02 ms
[2021-07-30 05:37:45 main:574] : INFO : Epoch 1915 | loss: 0.0311062 | val_loss: 0.031133 | Time: 1865.28 ms
[2021-07-30 05:37:47 main:574] : INFO : Epoch 1916 | loss: 0.0311133 | val_loss: 0.0311292 | Time: 1875.67 ms
[2021-07-30 05:37:49 main:574] : INFO : Epoch 1917 | loss: 0.0311129 | val_loss: 0.0311306 | Time: 1869.09 ms
[2021-07-30 05:37:51 main:574] : INFO : Epoch 1918 | loss: 0.0311114 | val_loss: 0.0311282 | Time: 1865.44 ms
[2021-07-30 05:37:53 main:574] : INFO : Epoch 1919 | loss: 0.0311095 | val_loss: 0.0311303 | Time: 1877.85 ms
[2021-07-30 05:37:55 main:574] : INFO : Epoch 1920 | loss: 0.031108 | val_loss: 0.0311379 | Time: 1866.11 ms
[2021-07-30 05:37:57 main:574] : INFO : Epoch 1921 | loss: 0.0311103 | val_loss: 0.0311356 | Time: 1867.88 ms
[2021-07-30 05:37:59 main:574] : INFO : Epoch 1922 | loss: 0.03111 | val_loss: 0.0311297 | Time: 1863.21 ms
[2021-07-30 05:38:01 main:574] : INFO : Epoch 1923 | loss: 0.0311066 | val_loss: 0.0311268 | Time: 1873.5 ms
[2021-07-30 05:38:02 main:574] : INFO : Epoch 1924 | loss: 0.0311055 | val_loss: 0.0311372 | Time: 1866.67 ms
[2021-07-30 05:38:04 main:574] : INFO : Epoch 1925 | loss: 0.0311102 | val_loss: 0.0311259 | Time: 1867.79 ms
[2021-07-30 05:38:06 main:574] : INFO : Epoch 1926 | loss: 0.0311072 | val_loss: 0.0311315 | Time: 1867.94 ms
[2021-07-30 05:38:08 main:574] : INFO : Epoch 1927 | loss: 0.031104 | val_loss: 0.0311281 | Time: 1872.98 ms
[2021-07-30 05:38:10 main:574] : INFO : Epoch 1928 | loss: 0.031107 | val_loss: 0.0311315 | Time: 1871.61 ms
[2021-07-30 05:38:12 main:574] : INFO : Epoch 1929 | loss: 0.0311033 | val_loss: 0.0311269 | Time: 1873.04 ms
[2021-07-30 05:38:14 main:574] : INFO : Epoch 1930 | loss: 0.0311028 | val_loss: 0.0311296 | Time: 1871.08 ms
[2021-07-30 05:38:16 main:574] : INFO : Epoch 1931 | loss: 0.0311055 | val_loss: 0.0311317 | Time: 1864.67 ms
[2021-07-30 05:38:18 main:574] : INFO : Epoch 1932 | loss: 0.0311049 | val_loss: 0.0311308 | Time: 1857.75 ms
[2021-07-30 05:38:20 main:574] : INFO : Epoch 1933 | loss: 0.0311063 | val_loss: 0.031131 | Time: 1867.32 ms
[2021-07-30 05:38:22 main:574] : INFO : Epoch 1934 | loss: 0.0311019 | val_loss: 0.0311312 | Time: 1871.71 ms
[2021-07-30 05:38:24 main:574] : INFO : Epoch 1935 | loss: 0.0311012 | val_loss: 0.031134 | Time: 1860.04 ms
[2021-07-30 05:38:26 main:574] : INFO : Epoch 1936 | loss: 0.0311043 | val_loss: 0.0311322 | Time: 1866.43 ms
[2021-07-30 05:38:27 main:574] : INFO : Epoch 1937 | loss: 0.0311027 | val_loss: 0.03113 | Time: 1867.54 ms
[2021-07-30 05:38:29 main:574] : INFO : Epoch 1938 | loss: 0.031104 | val_loss: 0.031128 | Time: 1874.71 ms
[2021-07-30 05:38:31 main:574] : INFO : Epoch 1939 | loss: 0.0311043 | val_loss: 0.0311282 | Time: 1870.98 ms
[2021-07-30 05:38:33 main:574] : INFO : Epoch 1940 | loss: 0.031103 | val_loss: 0.031128 | Time: 1865.92 ms
[2021-07-30 05:38:35 main:574] : INFO : Epoch 1941 | loss: 0.0311041 | val_loss: 0.0311268 | Time: 1868.86 ms
[2021-07-30 05:38:37 main:574] : INFO : Epoch 1942 | loss: 0.0311039 | val_loss: 0.031139 | Time: 1862.98 ms
[2021-07-30 05:38:39 main:574] : INFO : Epoch 1943 | loss: 0.0311052 | val_loss: 0.031126 | Time: 1865.29 ms
[2021-07-30 05:38:41 main:574] : INFO : Epoch 1944 | loss: 0.0311041 | val_loss: 0.0311293 | Time: 1864.56 ms
[2021-07-30 05:38:43 main:574] : INFO : Epoch 1945 | loss: 0.0310997 | val_loss: 0.0311297 | Time: 1868.24 ms
[2021-07-30 05:38:45 main:574] : INFO : Epoch 1946 | loss: 0.0310976 | val_loss: 0.0311317 | Time: 1864.02 ms
[2021-07-30 05:38:47 main:574] : INFO : Epoch 1947 | loss: 0.0310985 | val_loss: 0.0311326 | Time: 1867.42 ms
[2021-07-30 05:38:49 main:574] : INFO : Epoch 1948 | loss: 0.0311009 | val_loss: 0.0311337 | Time: 1861.05 ms
[2021-07-30 05:38:51 main:574] : INFO : Epoch 1949 | loss: 0.0311034 | val_loss: 0.0311346 | Time: 1865.85 ms
[2021-07-30 05:38:52 main:574] : INFO : Epoch 1950 | loss: 0.031102 | val_loss: 0.0311321 | Time: 1862.96 ms
[2021-07-30 05:38:54 main:574] : INFO : Epoch 1951 | loss: 0.0311035 | val_loss: 0.0311376 | Time: 1859.73 ms
[2021-07-30 05:38:56 main:574] : INFO : Epoch 1952 | loss: 0.0311039 | val_loss: 0.0311301 | Time: 1861.31 ms
[2021-07-30 05:38:58 main:574] : INFO : Epoch 1953 | loss: 0.031102 | val_loss: 0.0311329 | Time: 1864.42 ms
[2021-07-30 05:39:00 main:574] : INFO : Epoch 1954 | loss: 0.0311027 | val_loss: 0.0311363 | Time: 1872.69 ms
[2021-07-30 05:39:02 main:574] : INFO : Epoch 1955 | loss: 0.0311 | val_loss: 0.0311299 | Time: 1870.98 ms
[2021-07-30 05:39:04 main:574] : INFO : Epoch 1956 | loss: 0.0311024 | val_loss: 0.031128 | Time: 1869.18 ms
[2021-07-30 05:39:06 main:574] : INFO : Epoch 1957 | loss: 0.0310998 | val_loss: 0.0311276 | Time: 1876.2 ms
[2021-07-30 05:39:08 main:574] : INFO : Epoch 1958 | loss: 0.0311002 | val_loss: 0.0311323 | Time: 1864.36 ms
[2021-07-30 05:39:10 main:574] : INFO : Epoch 1959 | loss: 0.0310997 | val_loss: 0.0311317 | Time: 1864.68 ms
[2021-07-30 05:39:12 main:574] : INFO : Epoch 1960 | loss: 0.0310988 | val_loss: 0.0311302 | Time: 1874.81 ms
[2021-07-30 05:39:14 main:574] : INFO : Epoch 1961 | loss: 0.0310988 | val_loss: 0.0311311 | Time: 1866.09 ms
[2021-07-30 05:39:16 main:574] : INFO : Epoch 1962 | loss: 0.0310998 | val_loss: 0.0311273 | Time: 1876.39 ms
[2021-07-30 05:39:17 main:574] : INFO : Epoch 1963 | loss: 0.0311142 | val_loss: 0.0311294 | Time: 1867.25 ms
[2021-07-30 05:39:19 main:574] : INFO : Epoch 1964 | loss: 0.0311187 | val_loss: 0.0311247 | Time: 1872.49 ms
[2021-07-30 05:39:21 main:574] : INFO : Epoch 1965 | loss: 0.0311139 | val_loss: 0.0311223 | Time: 1863.02 ms
[2021-07-30 05:39:23 main:574] : INFO : Epoch 1966 | loss: 0.0311117 | val_loss: 0.0311289 | Time: 1867.78 ms
[2021-07-30 05:39:25 main:574] : INFO : Epoch 1967 | loss: 0.0311117 | val_loss: 0.0311279 | Time: 1864.78 ms
[2021-07-30 05:39:27 main:574] : INFO : Epoch 1968 | loss: 0.0311089 | val_loss: 0.0311259 | Time: 1859.11 ms
[2021-07-30 05:39:29 main:574] : INFO : Epoch 1969 | loss: 0.0311044 | val_loss: 0.031125 | Time: 1862.27 ms
[2021-07-30 05:39:31 main:574] : INFO : Epoch 1970 | loss: 0.0311052 | val_loss: 0.0311248 | Time: 1867.02 ms
[2021-07-30 05:39:33 main:574] : INFO : Epoch 1971 | loss: 0.0311044 | val_loss: 0.0311292 | Time: 1863.89 ms
[2021-07-30 05:39:35 main:574] : INFO : Epoch 1972 | loss: 0.0311043 | val_loss: 0.0311266 | Time: 1872.21 ms
[2021-07-30 05:39:37 main:574] : INFO : Epoch 1973 | loss: 0.0311032 | val_loss: 0.0311257 | Time: 1861.77 ms
[2021-07-30 05:39:39 main:574] : INFO : Epoch 1974 | loss: 0.0311043 | val_loss: 0.0311253 | Time: 1857.04 ms
[2021-07-30 05:39:40 main:574] : INFO : Epoch 1975 | loss: 0.0311068 | val_loss: 0.0311276 | Time: 1865.02 ms
[2021-07-30 05:39:42 main:574] : INFO : Epoch 1976 | loss: 0.031104 | val_loss: 0.0311315 | Time: 1865.06 ms
[2021-07-30 05:39:44 main:574] : INFO : Epoch 1977 | loss: 0.0311028 | val_loss: 0.0311262 | Time: 1868.65 ms
[2021-07-30 05:39:46 main:574] : INFO : Epoch 1978 | loss: 0.0311021 | val_loss: 0.0311242 | Time: 1870.84 ms
[2021-07-30 05:39:48 main:574] : INFO : Epoch 1979 | loss: 0.0311018 | val_loss: 0.0311271 | Time: 1866.95 ms
[2021-07-30 05:39:50 main:574] : INFO : Epoch 1980 | loss: 0.0311006 | val_loss: 0.0311232 | Time: 1868.96 ms
[2021-07-30 05:39:52 main:574] : INFO : Epoch 1981 | loss: 0.0310997 | val_loss: 0.0311253 | Time: 1877.15 ms
[2021-07-30 05:39:54 main:574] : INFO : Epoch 1982 | loss: 0.0311012 | val_loss: 0.0311287 | Time: 1855.67 ms
[2021-07-30 05:39:56 main:574] : INFO : Epoch 1983 | loss: 0.0311006 | val_loss: 0.0311253 | Time: 1859.94 ms
[2021-07-30 05:39:58 main:574] : INFO : Epoch 1984 | loss: 0.0311001 | val_loss: 0.0311264 | Time: 1867.61 ms
[2021-07-30 05:40:00 main:574] : INFO : Epoch 1985 | loss: 0.0310999 | val_loss: 0.031122 | Time: 1867.53 ms
[2021-07-30 05:40:02 main:574] : INFO : Epoch 1986 | loss: 0.0310998 | val_loss: 0.0311234 | Time: 1862.62 ms
[2021-07-30 05:40:04 main:574] : INFO : Epoch 1987 | loss: 0.0311012 | val_loss: 0.0311218 | Time: 1855.74 ms
[2021-07-30 05:40:05 main:574] : INFO : Epoch 1988 | loss: 0.0310971 | val_loss: 0.0311245 | Time: 1867.37 ms
[2021-07-30 05:40:07 main:574] : INFO : Epoch 1989 | loss: 0.0310971 | val_loss: 0.0311254 | Time: 1876.49 ms
[2021-07-30 05:40:09 main:574] : INFO : Epoch 1990 | loss: 0.031101 | val_loss: 0.0311254 | Time: 1858.01 ms
[2021-07-30 05:40:11 main:574] : INFO : Epoch 1991 | loss: 0.0311044 | val_loss: 0.031124 | Time: 1863.42 ms
[2021-07-30 05:40:13 main:574] : INFO : Epoch 1992 | loss: 0.0311045 | val_loss: 0.0311332 | Time: 1863.96 ms
[2021-07-30 05:40:15 main:574] : INFO : Epoch 1993 | loss: 0.0311081 | val_loss: 0.0311313 | Time: 1871.18 ms
[2021-07-30 05:40:17 main:574] : INFO : Epoch 1994 | loss: 0.0311084 | val_loss: 0.0311259 | Time: 1866.13 ms
[2021-07-30 05:40:19 main:574] : INFO : Epoch 1995 | loss: 0.031106 | val_loss: 0.0311246 | Time: 1861.69 ms
[2021-07-30 05:40:21 main:574] : INFO : Epoch 1996 | loss: 0.0311055 | val_loss: 0.0311246 | Time: 1862.71 ms
[2021-07-30 05:40:23 main:574] : INFO : Epoch 1997 | loss: 0.0311045 | val_loss: 0.0311263 | Time: 1866.05 ms
[2021-07-30 05:40:25 main:574] : INFO : Epoch 1998 | loss: 0.0311033 | val_loss: 0.0311296 | Time: 1868.87 ms
[2021-07-30 05:40:27 main:574] : INFO : Epoch 1999 | loss: 0.0311157 | val_loss: 0.0311346 | Time: 1859.36 ms
[2021-07-30 05:40:29 main:574] : INFO : Epoch 2000 | loss: 0.0311182 | val_loss: 0.0311358 | Time: 1878.83 ms
[2021-07-30 05:40:30 main:574] : INFO : Epoch 2001 | loss: 0.0311197 | val_loss: 0.0311327 | Time: 1860.19 ms
[2021-07-30 05:40:32 main:574] : INFO : Epoch 2002 | loss: 0.0311174 | val_loss: 0.0311423 | Time: 1867.94 ms
[2021-07-30 05:40:34 main:574] : INFO : Epoch 2003 | loss: 0.0311325 | val_loss: 0.0311478 | Time: 1878.41 ms
[2021-07-30 05:40:36 main:574] : INFO : Epoch 2004 | loss: 0.0311399 | val_loss: 0.0311461 | Time: 1866.23 ms
[2021-07-30 05:40:38 main:574] : INFO : Epoch 2005 | loss: 0.0311343 | val_loss: 0.0311413 | Time: 1860.65 ms
[2021-07-30 05:40:40 main:574] : INFO : Epoch 2006 | loss: 0.031131 | val_loss: 0.0311374 | Time: 1870.87 ms
[2021-07-30 05:40:42 main:574] : INFO : Epoch 2007 | loss: 0.0311276 | val_loss: 0.0311357 | Time: 1864.71 ms
[2021-07-30 05:40:44 main:574] : INFO : Epoch 2008 | loss: 0.0311259 | val_loss: 0.0311353 | Time: 1864.91 ms
[2021-07-30 05:40:46 main:574] : INFO : Epoch 2009 | loss: 0.0311277 | val_loss: 0.0311383 | Time: 1863.52 ms
[2021-07-30 05:40:48 main:574] : INFO : Epoch 2010 | loss: 0.0311262 | val_loss: 0.0311326 | Time: 1869.03 ms
[2021-07-30 05:40:50 main:574] : INFO : Epoch 2011 | loss: 0.0311238 | val_loss: 0.0311335 | Time: 1869.19 ms
[2021-07-30 05:40:52 main:574] : INFO : Epoch 2012 | loss: 0.0311232 | val_loss: 0.0311337 | Time: 1860.38 ms
[2021-07-30 05:40:54 main:574] : INFO : Epoch 2013 | loss: 0.0311242 | val_loss: 0.0311349 | Time: 1862.43 ms
[2021-07-30 05:40:55 main:574] : INFO : Epoch 2014 | loss: 0.0311233 | val_loss: 0.0311387 | Time: 1859.52 ms
[2021-07-30 05:40:57 main:574] : INFO : Epoch 2015 | loss: 0.0311239 | val_loss: 0.0311347 | Time: 1861.01 ms
[2021-07-30 05:40:59 main:574] : INFO : Epoch 2016 | loss: 0.0311209 | val_loss: 0.0311339 | Time: 1870.37 ms
[2021-07-30 05:41:01 main:574] : INFO : Epoch 2017 | loss: 0.0311206 | val_loss: 0.0311341 | Time: 1867.07 ms
[2021-07-30 05:41:03 main:574] : INFO : Epoch 2018 | loss: 0.0311204 | val_loss: 0.03114 | Time: 1860.34 ms
[2021-07-30 05:41:05 main:574] : INFO : Epoch 2019 | loss: 0.0311206 | val_loss: 0.031133 | Time: 1859.75 ms
[2021-07-30 05:41:07 main:574] : INFO : Epoch 2020 | loss: 0.0311213 | val_loss: 0.0311343 | Time: 1875.6 ms
[2021-07-30 05:41:09 main:574] : INFO : Epoch 2021 | loss: 0.0311236 | val_loss: 0.0311396 | Time: 1860.94 ms
[2021-07-30 05:41:11 main:574] : INFO : Epoch 2022 | loss: 0.0311271 | val_loss: 0.0311545 | Time: 1864.42 ms
[2021-07-30 05:41:13 main:574] : INFO : Epoch 2023 | loss: 0.0311328 | val_loss: 0.0311435 | Time: 1867.18 ms
[2021-07-30 05:41:15 main:574] : INFO : Epoch 2024 | loss: 0.0311344 | val_loss: 0.0311385 | Time: 1863.85 ms
[2021-07-30 05:41:17 main:574] : INFO : Epoch 2025 | loss: 0.0311358 | val_loss: 0.0311414 | Time: 1861.85 ms
[2021-07-30 05:41:18 main:574] : INFO : Epoch 2026 | loss: 0.0311331 | val_loss: 0.0311387 | Time: 1864.86 ms
[2021-07-30 05:41:20 main:574] : INFO : Epoch 2027 | loss: 0.0311276 | val_loss: 0.0311384 | Time: 1869.16 ms
[2021-07-30 05:41:22 main:574] : INFO : Epoch 2028 | loss: 0.0311292 | val_loss: 0.0311359 | Time: 1868.65 ms
[2021-07-30 05:41:24 main:574] : INFO : Epoch 2029 | loss: 0.0311268 | val_loss: 0.0311383 | Time: 1856.89 ms
[2021-07-30 05:41:26 main:574] : INFO : Epoch 2030 | loss: 0.0311354 | val_loss: 0.0311572 | Time: 1864.27 ms
[2021-07-30 05:41:28 main:574] : INFO : Epoch 2031 | loss: 0.0311481 | val_loss: 0.0311491 | Time: 1863.66 ms
[2021-07-30 05:41:30 main:574] : INFO : Epoch 2032 | loss: 0.0311403 | val_loss: 0.0311501 | Time: 1862.08 ms
[2021-07-30 05:41:32 main:574] : INFO : Epoch 2033 | loss: 0.0311414 | val_loss: 0.0311455 | Time: 1862.19 ms
[2021-07-30 05:41:34 main:574] : INFO : Epoch 2034 | loss: 0.0311375 | val_loss: 0.031144 | Time: 1860.92 ms
[2021-07-30 05:41:36 main:574] : INFO : Epoch 2035 | loss: 0.0311341 | val_loss: 0.0311423 | Time: 1866.33 ms
[2021-07-30 05:41:38 main:574] : INFO : Epoch 2036 | loss: 0.0311327 | val_loss: 0.0311411 | Time: 1859.55 ms
[2021-07-30 05:41:40 main:574] : INFO : Epoch 2037 | loss: 0.031131 | val_loss: 0.0311428 | Time: 1862.41 ms
[2021-07-30 05:41:42 main:574] : INFO : Epoch 2038 | loss: 0.0311307 | val_loss: 0.0311413 | Time: 1868.09 ms
[2021-07-30 05:41:44 main:574] : INFO : Epoch 2039 | loss: 0.0311305 | val_loss: 0.0311439 | Time: 1860.25 ms
[2021-07-30 05:41:45 main:574] : INFO : Epoch 2040 | loss: 0.0311309 | val_loss: 0.0311423 | Time: 1865.6 ms
[2021-07-30 05:41:47 main:574] : INFO : Epoch 2041 | loss: 0.0311304 | val_loss: 0.0311395 | Time: 1861.31 ms
[2021-07-30 05:41:49 main:574] : INFO : Epoch 2042 | loss: 0.0311319 | val_loss: 0.0311415 | Time: 1865.05 ms
[2021-07-30 05:41:51 main:574] : INFO : Epoch 2043 | loss: 0.0311284 | val_loss: 0.0311422 | Time: 1866.76 ms
[2021-07-30 05:41:53 main:574] : INFO : Epoch 2044 | loss: 0.0311267 | val_loss: 0.031139 | Time: 1868.54 ms
[2021-07-30 05:41:55 main:574] : INFO : Epoch 2045 | loss: 0.0311266 | val_loss: 0.0311407 | Time: 1867.22 ms
[2021-07-30 05:41:57 main:574] : INFO : Epoch 2046 | loss: 0.0311265 | val_loss: 0.0311452 | Time: 1863.64 ms
[2021-07-30 05:41:59 main:574] : INFO : Epoch 2047 | loss: 0.0311281 | val_loss: 0.031143 | Time: 1864.31 ms
[2021-07-30 05:42:01 main:574] : INFO : Epoch 2048 | loss: 0.0311259 | val_loss: 0.0311399 | Time: 1855.43 ms
[2021-07-30 05:42:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311399
[2021-07-30 05:42:01 main:603] : INFO : Saving end state to config to file
[2021-07-30 05:42:01 main:608] : INFO : Success, exiting..
05:42:01 (14704): 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)