Task 14624823
| Name | ParityModified-1647047603-31758-3-0_0 |
| Workunit | 11639765 |
| Created | 19 Apr 2022, 18:42:38 UTC |
| Sent | 19 Apr 2022, 18:43:18 UTC |
| Report deadline | 27 Apr 2022, 18:43:18 UTC |
| Received | 19 Apr 2022, 20:05:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7776 |
| Run time | 41 min 3 sec |
| CPU time | 38 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,158.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 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: 0.0311143 | val_loss: 0.031144 | Time: 1115.01 ms
[2022-04-19 15:55:21 main:574] : INFO : Epoch 1543 | loss: 0.0311106 | val_loss: 0.0311404 | Time: 1110.43 ms
[2022-04-19 15:55:22 main:574] : INFO : Epoch 1544 | loss: 0.0311103 | val_loss: 0.0311388 | Time: 1112.65 ms
[2022-04-19 15:55:23 main:574] : INFO : Epoch 1545 | loss: 0.0311168 | val_loss: 0.031144 | Time: 1114.49 ms
[2022-04-19 15:55:24 main:574] : INFO : Epoch 1546 | loss: 0.0314525 | val_loss: 0.0463858 | Time: 1110.93 ms
[2022-04-19 15:55:26 main:574] : INFO : Epoch 1547 | loss: 0.0471271 | val_loss: 0.0357599 | Time: 1122.1 ms
[2022-04-19 15:55:27 main:574] : INFO : Epoch 1548 | loss: 0.0329166 | val_loss: 0.0314538 | Time: 1115.9 ms
[2022-04-19 15:55:28 main:574] : INFO : Epoch 1549 | loss: 0.0314553 | val_loss: 0.0313088 | Time: 1112.83 ms
[2022-04-19 15:55:29 main:574] : INFO : Epoch 1550 | loss: 0.0312867 | val_loss: 0.0312637 | Time: 1110.8 ms
[2022-04-19 15:55:30 main:574] : INFO : Epoch 1551 | loss: 0.0312577 | val_loss: 0.0312522 | Time: 1115.65 ms
[2022-04-19 15:55:32 main:574] : INFO : Epoch 1552 | loss: 0.0312457 | val_loss: 0.0312421 | Time: 1111.81 ms
[2022-04-19 15:55:33 main:574] : INFO : Epoch 1553 | loss: 0.0312364 | val_loss: 0.0312295 | Time: 1112.19 ms
[2022-04-19 15:55:34 main:574] : INFO : Epoch 1554 | loss: 0.0312226 | val_loss: 0.0312152 | Time: 1115.38 ms
[2022-04-19 15:55:35 main:574] : INFO : Epoch 1555 | loss: 0.0312075 | val_loss: 0.0312029 | Time: 1112.57 ms
[2022-04-19 15:55:36 main:574] : INFO : Epoch 1556 | loss: 0.0312003 | val_loss: 0.0311959 | Time: 1111.05 ms
[2022-04-19 15:55:38 main:574] : INFO : Epoch 1557 | loss: 0.0311866 | val_loss: 0.0311788 | Time: 1110.85 ms
[2022-04-19 15:55:39 main:574] : INFO : Epoch 1558 | loss: 0.0311709 | val_loss: 0.0311705 | Time: 1112.45 ms
[2022-04-19 15:55:40 main:574] : INFO : Epoch 1559 | loss: 0.0311646 | val_loss: 0.0311578 | Time: 1113.76 ms
[2022-04-19 15:55:41 main:574] : INFO : Epoch 1560 | loss: 0.0311593 | val_loss: 0.0311588 | Time: 1114.01 ms
[2022-04-19 15:55:42 main:574] : INFO : Epoch 1561 | loss: 0.0311551 | val_loss: 0.0311565 | Time: 1112.35 ms
[2022-04-19 15:55:44 main:574] : INFO : Epoch 1562 | loss: 0.0311538 | val_loss: 0.0311554 | Time: 1113.12 ms
[2022-04-19 15:55:45 main:574] : INFO : Epoch 1563 | loss: 0.031153 | val_loss: 0.0311571 | Time: 1111.55 ms
[2022-04-19 15:55:46 main:574] : INFO : Epoch 1564 | loss: 0.0311487 | val_loss: 0.0311524 | Time: 1115.89 ms
[2022-04-19 15:55:47 main:574] : INFO : Epoch 1565 | loss: 0.031145 | val_loss: 0.0311515 | Time: 1111.87 ms
[2022-04-19 15:55:49 main:574] : INFO : Epoch 1566 | loss: 0.0311462 | val_loss: 0.0311509 | Time: 1110.13 ms
[2022-04-19 15:55:50 main:574] : INFO : Epoch 1567 | loss: 0.0311433 | val_loss: 0.0311462 | Time: 1111.73 ms
[2022-04-19 15:55:51 main:574] : INFO : Epoch 1568 | loss: 0.0311419 | val_loss: 0.0311465 | Time: 1114.22 ms
[2022-04-19 15:55:52 main:574] : INFO : Epoch 1569 | loss: 0.0311409 | val_loss: 0.0311473 | Time: 1109.9 ms
[2022-04-19 15:55:53 main:574] : INFO : Epoch 1570 | loss: 0.0311415 | val_loss: 0.0311475 | Time: 1113.63 ms
[2022-04-19 15:55:55 main:574] : INFO : Epoch 1571 | loss: 0.0311394 | val_loss: 0.0311478 | Time: 1114.04 ms
[2022-04-19 15:55:56 main:574] : INFO : Epoch 1572 | loss: 0.0311399 | val_loss: 0.031148 | Time: 1111.74 ms
[2022-04-19 15:55:57 main:574] : INFO : Epoch 1573 | loss: 0.0311414 | val_loss: 0.0311528 | Time: 1111.55 ms
[2022-04-19 15:55:58 main:574] : INFO : Epoch 1574 | loss: 0.0311387 | val_loss: 0.0311463 | Time: 1113.03 ms
[2022-04-19 15:55:59 main:574] : INFO : Epoch 1575 | loss: 0.0311354 | val_loss: 0.0311417 | Time: 1110.46 ms
[2022-04-19 15:56:00 main:574] : INFO : Epoch 1576 | loss: 0.0311328 | val_loss: 0.0311423 | Time: 1115.59 ms
[2022-04-19 15:56:02 main:574] : INFO : Epoch 1577 | loss: 0.0311319 | val_loss: 0.03114 | Time: 1111.86 ms
[2022-04-19 15:56:03 main:574] : INFO : Epoch 1578 | loss: 0.0311317 | val_loss: 0.031138 | Time: 1108.92 ms
[2022-04-19 15:56:04 main:574] : INFO : Epoch 1579 | loss: 0.0311324 | val_loss: 0.0311419 | Time: 1112.87 ms
[2022-04-19 15:56:05 main:574] : INFO : Epoch 1580 | loss: 0.0311313 | val_loss: 0.03114 | Time: 1110.59 ms
[2022-04-19 15:56:07 main:574] : INFO : Epoch 1581 | loss: 0.0311303 | val_loss: 0.0311393 | Time: 1113.81 ms
[2022-04-19 15:56:08 main:574] : INFO : Epoch 1582 | loss: 0.0311291 | val_loss: 0.0311383 | Time: 1113.62 ms
[2022-04-19 15:56:09 main:574] : INFO : Epoch 1583 | loss: 0.0311278 | val_loss: 0.0311399 | Time: 1111.68 ms
[2022-04-19 15:56:10 main:574] : INFO : Epoch 1584 | loss: 0.0311271 | val_loss: 0.0311357 | Time: 1112.17 ms
[2022-04-19 15:56:11 main:574] : INFO : Epoch 1585 | loss: 0.0311266 | val_loss: 0.0311371 | Time: 1111.68 ms
[2022-04-19 15:56:12 main:574] : INFO : Epoch 1586 | loss: 0.0311265 | val_loss: 0.0311386 | Time: 1113.47 ms
[2022-04-19 15:56:14 main:574] : INFO : Epoch 1587 | loss: 0.031126 | val_loss: 0.0311366 | Time: 1114.21 ms
[2022-04-19 15:56:15 main:574] : INFO : Epoch 1588 | loss: 0.0311252 | val_loss: 0.0311372 | Time: 1114.06 ms
[2022-04-19 15:56:16 main:574] : INFO : Epoch 1589 | loss: 0.0311248 | val_loss: 0.0311364 | Time: 1113.8 ms
[2022-04-19 15:56:17 main:574] : INFO : Epoch 1590 | loss: 0.0311252 | val_loss: 0.0311389 | Time: 1113.54 ms
[2022-04-19 15:56:19 main:574] : INFO : Epoch 1591 | loss: 0.0311257 | val_loss: 0.0311369 | Time: 1111.78 ms
[2022-04-19 15:56:20 main:574] : INFO : Epoch 1592 | loss: 0.0311242 | val_loss: 0.0311348 | Time: 1112.1 ms
[2022-04-19 15:56:21 main:574] : INFO : Epoch 1593 | loss: 0.0311249 | val_loss: 0.0311347 | Time: 1114.34 ms
[2022-04-19 15:56:22 main:574] : INFO : Epoch 1594 | loss: 0.0311249 | val_loss: 0.0311326 | Time: 1112.97 ms
[2022-04-19 15:56:23 main:574] : INFO : Epoch 1595 | loss: 0.031125 | val_loss: 0.0311387 | Time: 1109.27 ms
[2022-04-19 15:56:25 main:574] : INFO : Epoch 1596 | loss: 0.0311262 | val_loss: 0.0311366 | Time: 1114.88 ms
[2022-04-19 15:56:26 main:574] : INFO : Epoch 1597 | loss: 0.0311273 | val_loss: 0.0311362 | Time: 1122.24 ms
[2022-04-19 15:56:27 main:574] : INFO : Epoch 1598 | loss: 0.0311257 | val_loss: 0.0311375 | Time: 1114.98 ms
[2022-04-19 15:56:28 main:574] : INFO : Epoch 1599 | loss: 0.0311242 | val_loss: 0.0311397 | Time: 1111.1 ms
[2022-04-19 15:56:29 main:574] : INFO : Epoch 1600 | loss: 0.0311262 | val_loss: 0.0311393 | Time: 1115.84 ms
[2022-04-19 15:56:31 main:574] : INFO : Epoch 1601 | loss: 0.0311244 | val_loss: 0.031139 | Time: 1114.32 ms
[2022-04-19 15:56:32 main:574] : INFO : Epoch 1602 | loss: 0.0311231 | val_loss: 0.0311398 | Time: 1112.1 ms
[2022-04-19 15:56:33 main:574] : INFO : Epoch 1603 | loss: 0.0311226 | val_loss: 0.0311368 | Time: 1112.1 ms
[2022-04-19 15:56:34 main:574] : INFO : Epoch 1604 | loss: 0.0311216 | val_loss: 0.0311376 | Time: 1108.84 ms
[2022-04-19 15:56:35 main:574] : INFO : Epoch 1605 | loss: 0.0311215 | val_loss: 0.0311368 | Time: 1113.13 ms
[2022-04-19 15:56:37 main:574] : INFO : Epoch 1606 | loss: 0.0311211 | val_loss: 0.0311376 | Time: 1116.58 ms
[2022-04-19 15:56:38 main:574] : INFO : Epoch 1607 | loss: 0.0311219 | val_loss: 0.0311359 | Time: 1116.09 ms
[2022-04-19 15:56:39 main:574] : INFO : Epoch 1608 | loss: 0.031125 | val_loss: 0.0311418 | Time: 1114.56 ms
[2022-04-19 15:56:40 main:574] : INFO : Epoch 1609 | loss: 0.0311298 | val_loss: 0.0311466 | Time: 1115.72 ms
[2022-04-19 15:56:41 main:574] : INFO : Epoch 1610 | loss: 0.0311289 | val_loss: 0.0311433 | Time: 1115.29 ms
[2022-04-19 15:56:43 main:574] : INFO : Epoch 1611 | loss: 0.0311285 | val_loss: 0.0311384 | Time: 1111.61 ms
[2022-04-19 15:56:44 main:574] : INFO : Epoch 1612 | loss: 0.0311254 | val_loss: 0.0311343 | Time: 1111.65 ms
[2022-04-19 15:56:45 main:574] : INFO : Epoch 1613 | loss: 0.0311234 | val_loss: 0.0311376 | Time: 1114.03 ms
[2022-04-19 15:56:46 main:574] : INFO : Epoch 1614 | loss: 0.0311219 | val_loss: 0.0311341 | Time: 1109.67 ms
[2022-04-19 15:56:47 main:574] : INFO : Epoch 1615 | loss: 0.0311208 | val_loss: 0.031136 | Time: 1112.58 ms
[2022-04-19 15:56:49 main:574] : INFO : Epoch 1616 | loss: 0.0311198 | val_loss: 0.0311366 | Time: 1109.62 ms
[2022-04-19 15:56:50 main:574] : INFO : Epoch 1617 | loss: 0.0311198 | val_loss: 0.0311405 | Time: 1111.45 ms
[2022-04-19 15:56:51 main:574] : INFO : Epoch 1618 | loss: 0.0311198 | val_loss: 0.031138 | Time: 1113.91 ms
[2022-04-19 15:56:52 main:574] : INFO : Epoch 1619 | loss: 0.0311217 | val_loss: 0.031139 | Time: 1114.23 ms
[2022-04-19 15:56:53 main:574] : INFO : Epoch 1620 | loss: 0.0311198 | val_loss: 0.0311367 | Time: 1113.37 ms
[2022-04-19 15:56:55 main:574] : INFO : Epoch 1621 | loss: 0.0311194 | val_loss: 0.0311359 | Time: 1115.51 ms
[2022-04-19 15:56:56 main:574] : INFO : Epoch 1622 | loss: 0.0311193 | val_loss: 0.0311356 | Time: 1112.81 ms
[2022-04-19 15:56:57 main:574] : INFO : Epoch 1623 | loss: 0.0311206 | val_loss: 0.0311402 | Time: 1112.99 ms
[2022-04-19 15:56:58 main:574] : INFO : Epoch 1624 | loss: 0.0311193 | val_loss: 0.0311365 | Time: 1116.07 ms
[2022-04-19 15:56:59 main:574] : INFO : Epoch 1625 | loss: 0.0311178 | val_loss: 0.0311387 | Time: 1114.19 ms
[2022-04-19 15:57:01 main:574] : INFO : Epoch 1626 | loss: 0.0311189 | val_loss: 0.0311395 | Time: 1111.36 ms
[2022-04-19 15:57:02 main:574] : INFO : Epoch 1627 | loss: 0.0311189 | val_loss: 0.0311357 | Time: 1110.8 ms
[2022-04-19 15:57:03 main:574] : INFO : Epoch 1628 | loss: 0.0311188 | val_loss: 0.0311381 | Time: 1116.64 ms
[2022-04-19 15:57:04 main:574] : INFO : Epoch 1629 | loss: 0.0311183 | val_loss: 0.0311374 | Time: 1113.39 ms
[2022-04-19 15:57:05 main:574] : INFO : Epoch 1630 | loss: 0.0311184 | val_loss: 0.0311386 | Time: 1112.04 ms
[2022-04-19 15:57:07 main:574] : INFO : Epoch 1631 | loss: 0.0311194 | val_loss: 0.0311432 | Time: 1113.48 ms
[2022-04-19 15:57:08 main:574] : INFO : Epoch 1632 | loss: 0.0311196 | val_loss: 0.0311411 | Time: 1114.46 ms
[2022-04-19 15:57:09 main:574] : INFO : Epoch 1633 | loss: 0.0311187 | val_loss: 0.0311368 | Time: 1114.44 ms
[2022-04-19 15:57:10 main:574] : INFO : Epoch 1634 | loss: 0.0311168 | val_loss: 0.0311408 | Time: 1109.67 ms
[2022-04-19 15:57:11 main:574] : INFO : Epoch 1635 | loss: 0.0311164 | val_loss: 0.0311389 | Time: 1113.69 ms
[2022-04-19 15:57:13 main:574] : INFO : Epoch 1636 | loss: 0.0311158 | val_loss: 0.0311395 | Time: 1113.64 ms
[2022-04-19 15:57:14 main:574] : INFO : Epoch 1637 | loss: 0.0311176 | val_loss: 0.0311397 | Time: 1112.47 ms
[2022-04-19 15:57:15 main:574] : INFO : Epoch 1638 | loss: 0.0311168 | val_loss: 0.0311386 | Time: 1114.84 ms
[2022-04-19 15:57:16 main:574] : INFO : Epoch 1639 | loss: 0.0311175 | val_loss: 0.0311454 | Time: 1110.76 ms
[2022-04-19 15:57:17 main:574] : INFO : Epoch 1640 | loss: 0.0311165 | val_loss: 0.0311397 | Time: 1112.3 ms
[2022-04-19 15:57:19 main:574] : INFO : Epoch 1641 | loss: 0.0311146 | val_loss: 0.0311399 | Time: 1111.31 ms
[2022-04-19 15:57:20 main:574] : INFO : Epoch 1642 | loss: 0.0311154 | val_loss: 0.0311416 | Time: 1109.53 ms
[2022-04-19 15:57:21 main:574] : INFO : Epoch 1643 | loss: 0.0311182 | val_loss: 0.0311422 | Time: 1110.8 ms
[2022-04-19 15:57:22 main:574] : INFO : Epoch 1644 | loss: 0.0311188 | val_loss: 0.03114 | Time: 1111.51 ms
[2022-04-19 15:57:23 main:574] : INFO : Epoch 1645 | loss: 0.0311171 | val_loss: 0.0311393 | Time: 1114.8 ms
[2022-04-19 15:57:25 main:574] : INFO : Epoch 1646 | loss: 0.0311156 | val_loss: 0.0311367 | Time: 1114.05 ms
[2022-04-19 15:57:26 main:574] : INFO : Epoch 1647 | loss: 0.0311156 | val_loss: 0.0311367 | Time: 1115.57 ms
[2022-04-19 15:57:27 main:574] : INFO : Epoch 1648 | loss: 0.0311177 | val_loss: 0.0311465 | Time: 1110.5 ms
[2022-04-19 15:57:28 main:574] : INFO : Epoch 1649 | loss: 0.0311217 | val_loss: 0.0311418 | Time: 1112.62 ms
[2022-04-19 15:57:29 main:574] : INFO : Epoch 1650 | loss: 0.0311188 | val_loss: 0.031141 | Time: 1115.69 ms
[2022-04-19 15:57:31 main:574] : INFO : Epoch 1651 | loss: 0.0311163 | val_loss: 0.0311417 | Time: 1113.42 ms
[2022-04-19 15:57:32 main:574] : INFO : Epoch 1652 | loss: 0.0311159 | val_loss: 0.0311437 | Time: 1115.96 ms
[2022-04-19 15:57:33 main:574] : INFO : Epoch 1653 | loss: 0.0311154 | val_loss: 0.0311422 | Time: 1117.12 ms
[2022-04-19 15:57:34 main:574] : INFO : Epoch 1654 | loss: 0.0311165 | val_loss: 0.0311423 | Time: 1110.47 ms
[2022-04-19 15:57:35 main:574] : INFO : Epoch 1655 | loss: 0.031116 | val_loss: 0.0311443 | Time: 1114.73 ms
[2022-04-19 15:57:37 main:574] : INFO : Epoch 1656 | loss: 0.0311135 | val_loss: 0.0311414 | Time: 1111.65 ms
[2022-04-19 15:57:38 main:574] : INFO : Epoch 1657 | loss: 0.0311149 | val_loss: 0.0311424 | Time: 1119.62 ms
[2022-04-19 15:57:39 main:574] : INFO : Epoch 1658 | loss: 0.031116 | val_loss: 0.0311444 | Time: 1113.52 ms
[2022-04-19 15:57:40 main:574] : INFO : Epoch 1659 | loss: 0.0311143 | val_loss: 0.0311429 | Time: 1114.01 ms
[2022-04-19 15:57:41 main:574] : INFO : Epoch 1660 | loss: 0.0311144 | val_loss: 0.0311441 | Time: 1112.48 ms
[2022-04-19 15:57:43 main:574] : INFO : Epoch 1661 | loss: 0.0311146 | val_loss: 0.031148 | Time: 1109.36 ms
[2022-04-19 15:57:44 main:574] : INFO : Epoch 1662 | loss: 0.0311164 | val_loss: 0.0311433 | Time: 1114.59 ms
[2022-04-19 15:57:45 main:574] : INFO : Epoch 1663 | loss: 0.0311141 | val_loss: 0.0311426 | Time: 1117.39 ms
[2022-04-19 15:57:46 main:574] : INFO : Epoch 1664 | loss: 0.0311137 | val_loss: 0.0311407 | Time: 1112.49 ms
[2022-04-19 15:57:47 main:574] : INFO : Epoch 1665 | loss: 0.0311133 | val_loss: 0.0311425 | Time: 1111.41 ms
[2022-04-19 15:57:49 main:574] : INFO : Epoch 1666 | loss: 0.0311119 | val_loss: 0.0311388 | Time: 1113.44 ms
[2022-04-19 15:57:50 main:574] : INFO : Epoch 1667 | loss: 0.031113 | val_loss: 0.0311406 | Time: 1113.04 ms
[2022-04-19 15:57:51 main:574] : INFO : Epoch 1668 | loss: 0.0311123 | val_loss: 0.0311404 | Time: 1110.77 ms
[2022-04-19 15:57:52 main:574] : INFO : Epoch 1669 | loss: 0.0311132 | val_loss: 0.0311411 | Time: 1112.13 ms
[2022-04-19 15:57:53 main:574] : INFO : Epoch 1670 | loss: 0.0311126 | val_loss: 0.0311486 | Time: 1110.9 ms
[2022-04-19 15:57:55 main:574] : INFO : Epoch 1671 | loss: 0.0311158 | val_loss: 0.0311489 | Time: 1113.31 ms
[2022-04-19 15:57:56 main:574] : INFO : Epoch 1672 | loss: 0.0311157 | val_loss: 0.031144 | Time: 1116.55 ms
[2022-04-19 15:57:57 main:574] : INFO : Epoch 1673 | loss: 0.0311124 | val_loss: 0.0311441 | Time: 1112.88 ms
[2022-04-19 15:57:58 main:574] : INFO : Epoch 1674 | loss: 0.0311132 | val_loss: 0.0311467 | Time: 1111.47 ms
[2022-04-19 15:58:00 main:574] : INFO : Epoch 1675 | loss: 0.0311201 | val_loss: 0.0311464 | Time: 1116.63 ms
[2022-04-19 15:58:01 main:574] : INFO : Epoch 1676 | loss: 0.0311211 | val_loss: 0.0311466 | Time: 1110.59 ms
[2022-04-19 15:58:02 main:574] : INFO : Epoch 1677 | loss: 0.0311164 | val_loss: 0.0311453 | Time: 1114.11 ms
[2022-04-19 15:58:03 main:574] : INFO : Epoch 1678 | loss: 0.0311152 | val_loss: 0.0311463 | Time: 1109.65 ms
[2022-04-19 15:58:04 main:574] : INFO : Epoch 1679 | loss: 0.0311154 | val_loss: 0.031141 | Time: 1112.21 ms
[2022-04-19 15:58:06 main:574] : INFO : Epoch 1680 | loss: 0.0311139 | val_loss: 0.0311454 | Time: 1112.33 ms
[2022-04-19 15:58:07 main:574] : INFO : Epoch 1681 | loss: 0.0311129 | val_loss: 0.0311432 | Time: 1113.08 ms
[2022-04-19 15:58:08 main:574] : INFO : Epoch 1682 | loss: 0.0311115 | val_loss: 0.0311426 | Time: 1113.51 ms
[2022-04-19 15:58:09 main:574] : INFO : Epoch 1683 | loss: 0.0311129 | val_loss: 0.0311427 | Time: 1109.87 ms
[2022-04-19 15:58:10 main:574] : INFO : Epoch 1684 | loss: 0.0311134 | val_loss: 0.0311422 | Time: 1113.32 ms
[2022-04-19 15:58:12 main:574] : INFO : Epoch 1685 | loss: 0.0311156 | val_loss: 0.0311449 | Time: 1111.33 ms
[2022-04-19 15:58:13 main:574] : INFO : Epoch 1686 | loss: 0.0311176 | val_loss: 0.0311418 | Time: 1108.33 ms
[2022-04-19 15:58:14 main:574] : INFO : Epoch 1687 | loss: 0.0311122 | val_loss: 0.0311435 | Time: 1111.01 ms
[2022-04-19 15:58:15 main:574] : INFO : Epoch 1688 | loss: 0.0311114 | val_loss: 0.0311404 | Time: 1114.06 ms
[2022-04-19 15:58:16 main:574] : INFO : Epoch 1689 | loss: 0.0311113 | val_loss: 0.03114 | Time: 1111.68 ms
[2022-04-19 15:58:18 main:574] : INFO : Epoch 1690 | loss: 0.0311129 | val_loss: 0.031142 | Time: 1115.21 ms
[2022-04-19 15:58:19 main:574] : INFO : Epoch 1691 | loss: 0.0311164 | val_loss: 0.0311413 | Time: 1110.48 ms
[2022-04-19 15:58:20 main:574] : INFO : Epoch 1692 | loss: 0.0311151 | val_loss: 0.0311433 | Time: 1113.15 ms
[2022-04-19 15:58:21 main:574] : INFO : Epoch 1693 | loss: 0.031114 | val_loss: 0.0311476 | Time: 1112.79 ms
[2022-04-19 15:58:22 main:574] : INFO : Epoch 1694 | loss: 0.031114 | val_loss: 0.0311423 | Time: 1116.93 ms
[2022-04-19 15:58:24 main:574] : INFO : Epoch 1695 | loss: 0.0311127 | val_loss: 0.0311382 | Time: 1121.12 ms
[2022-04-19 15:58:25 main:574] : INFO : Epoch 1696 | loss: 0.0311108 | val_loss: 0.0311386 | Time: 1114.35 ms
[2022-04-19 15:58:26 main:574] : INFO : Epoch 1697 | loss: 0.0311116 | val_loss: 0.0311374 | Time: 1116.63 ms
[2022-04-19 15:58:27 main:574] : INFO : Epoch 1698 | loss: 0.0311105 | val_loss: 0.0311391 | Time: 1118.21 ms
[2022-04-19 15:58:28 main:574] : INFO : Epoch 1699 | loss: 0.0311107 | val_loss: 0.0311436 | Time: 1114.14 ms
[2022-04-19 15:58:30 main:574] : INFO : Epoch 1700 | loss: 0.0311119 | val_loss: 0.0311399 | Time: 1113.29 ms
[2022-04-19 15:58:31 main:574] : INFO : Epoch 1701 | loss: 0.0311143 | val_loss: 0.0311554 | Time: 1112.99 ms
[2022-04-19 15:58:32 main:574] : INFO : Epoch 1702 | loss: 0.0311138 | val_loss: 0.03114 | Time: 1111.91 ms
[2022-04-19 15:58:33 main:574] : INFO : Epoch 1703 | loss: 0.0311134 | val_loss: 0.0311409 | Time: 1111.6 ms
[2022-04-19 15:58:34 main:574] : INFO : Epoch 1704 | loss: 0.0311158 | val_loss: 0.0311487 | Time: 1112.66 ms
[2022-04-19 15:58:36 main:574] : INFO : Epoch 1705 | loss: 0.0311156 | val_loss: 0.0311472 | Time: 1110.47 ms
[2022-04-19 15:58:37 main:574] : INFO : Epoch 1706 | loss: 0.0311119 | val_loss: 0.0311426 | Time: 1114.77 ms
[2022-04-19 15:58:38 main:574] : INFO : Epoch 1707 | loss: 0.0311105 | val_loss: 0.0311404 | Time: 1110.08 ms
[2022-04-19 15:58:39 main:574] : INFO : Epoch 1708 | loss: 0.0311112 | val_loss: 0.0311418 | Time: 1111.73 ms
[2022-04-19 15:58:40 main:574] : INFO : Epoch 1709 | loss: 0.0311091 | val_loss: 0.031141 | Time: 1112.45 ms
[2022-04-19 15:58:42 main:574] : INFO : Epoch 1710 | loss: 0.0311085 | val_loss: 0.03114 | Time: 1114.14 ms
[2022-04-19 15:58:43 main:574] : INFO : Epoch 1711 | loss: 0.0311078 | val_loss: 0.0311411 | Time: 1114.22 ms
[2022-04-19 15:58:44 main:574] : INFO : Epoch 1712 | loss: 0.0311087 | val_loss: 0.0311428 | Time: 1108.21 ms
[2022-04-19 15:58:45 main:574] : INFO : Epoch 1713 | loss: 0.0311087 | val_loss: 0.0311415 | Time: 1112.25 ms
[2022-04-19 15:58:46 main:574] : INFO : Epoch 1714 | loss: 0.031108 | val_loss: 0.0311422 | Time: 1112.42 ms
[2022-04-19 15:58:48 main:574] : INFO : Epoch 1715 | loss: 0.0311094 | val_loss: 0.0311453 | Time: 1111.75 ms
[2022-04-19 15:58:49 main:574] : INFO : Epoch 1716 | loss: 0.0311095 | val_loss: 0.0311424 | Time: 1113.07 ms
[2022-04-19 15:58:50 main:574] : INFO : Epoch 1717 | loss: 0.031112 | val_loss: 0.03114 | Time: 1110.18 ms
[2022-04-19 15:58:51 main:574] : INFO : Epoch 1718 | loss: 0.0311112 | val_loss: 0.0311429 | Time: 1131.85 ms
[2022-04-19 15:58:52 main:574] : INFO : Epoch 1719 | loss: 0.0311097 | val_loss: 0.0311411 | Time: 1115.84 ms
[2022-04-19 15:58:54 main:574] : INFO : Epoch 1720 | loss: 0.031109 | val_loss: 0.0311408 | Time: 1115.02 ms
[2022-04-19 15:58:55 main:574] : INFO : Epoch 1721 | loss: 0.0311131 | val_loss: 0.0311429 | Time: 1109.99 ms
[2022-04-19 15:58:56 main:574] : INFO : Epoch 1722 | loss: 0.0311235 | val_loss: 0.0311425 | Time: 1119.84 ms
[2022-04-19 15:58:57 main:574] : INFO : Epoch 1723 | loss: 0.031122 | val_loss: 0.0311417 | Time: 1113.93 ms
[2022-04-19 15:58:58 main:574] : INFO : Epoch 1724 | loss: 0.0311189 | val_loss: 0.0311466 | Time: 1109.56 ms
[2022-04-19 15:59:00 main:574] : INFO : Epoch 1725 | loss: 0.0311222 | val_loss: 0.0311475 | Time: 1120.15 ms
[2022-04-19 15:59:01 main:574] : INFO : Epoch 1726 | loss: 0.0311233 | val_loss: 0.0311446 | Time: 1111.96 ms
[2022-04-19 15:59:02 main:574] : INFO : Epoch 1727 | loss: 0.031121 | val_loss: 0.0311489 | Time: 1116.15 ms
[2022-04-19 15:59:03 main:574] : INFO : Epoch 1728 | loss: 0.0311187 | val_loss: 0.0311467 | Time: 1113.96 ms
[2022-04-19 15:59:04 main:574] : INFO : Epoch 1729 | loss: 0.0311184 | val_loss: 0.0311469 | Time: 1115.64 ms
[2022-04-19 15:59:06 main:574] : INFO : Epoch 1730 | loss: 0.0311167 | val_loss: 0.031146 | Time: 1111.83 ms
[2022-04-19 15:59:07 main:574] : INFO : Epoch 1731 | loss: 0.0311163 | val_loss: 0.031147 | Time: 1117.28 ms
[2022-04-19 15:59:08 main:574] : INFO : Epoch 1732 | loss: 0.0311176 | val_loss: 0.0311446 | Time: 1107.78 ms
[2022-04-19 15:59:09 main:574] : INFO : Epoch 1733 | loss: 0.03112 | val_loss: 0.0311472 | Time: 1109.38 ms
[2022-04-19 15:59:11 main:574] : INFO : Epoch 1734 | loss: 0.0311201 | val_loss: 0.0311526 | Time: 1112.97 ms
[2022-04-19 15:59:12 main:574] : INFO : Epoch 1735 | loss: 0.0311292 | val_loss: 0.0311517 | Time: 1112.84 ms
[2022-04-19 15:59:13 main:574] : INFO : Epoch 1736 | loss: 0.0311308 | val_loss: 0.0311459 | Time: 1113.15 ms
[2022-04-19 15:59:14 main:574] : INFO : Epoch 1737 | loss: 0.0311279 | val_loss: 0.0311453 | Time: 1113.29 ms
[2022-04-19 15:59:15 main:574] : INFO : Epoch 1738 | loss: 0.0311241 | val_loss: 0.031142 | Time: 1111.97 ms
[2022-04-19 15:59:17 main:574] : INFO : Epoch 1739 | loss: 0.0311233 | val_loss: 0.0311488 | Time: 1114.58 ms
[2022-04-19 15:59:18 main:574] : INFO : Epoch 1740 | loss: 0.0311281 | val_loss: 0.031144 | Time: 1112.14 ms
[2022-04-19 15:59:19 main:574] : INFO : Epoch 1741 | loss: 0.0311301 | val_loss: 0.0311461 | Time: 1113.9 ms
[2022-04-19 15:59:20 main:574] : INFO : Epoch 1742 | loss: 0.031128 | val_loss: 0.0311409 | Time: 1113.09 ms
[2022-04-19 15:59:21 main:574] : INFO : Epoch 1743 | loss: 0.0311246 | val_loss: 0.031148 | Time: 1111.8 ms
[2022-04-19 15:59:23 main:574] : INFO : Epoch 1744 | loss: 0.0311224 | val_loss: 0.0311472 | Time: 1113.47 ms
[2022-04-19 15:59:24 main:574] : INFO : Epoch 1745 | loss: 0.0311229 | val_loss: 0.0311467 | Time: 1110.44 ms
[2022-04-19 15:59:25 main:574] : INFO : Epoch 1746 | loss: 0.0311248 | val_loss: 0.0311472 | Time: 1115.03 ms
[2022-04-19 15:59:26 main:574] : INFO : Epoch 1747 | loss: 0.0311257 | val_loss: 0.0311464 | Time: 1115.68 ms
[2022-04-19 15:59:27 main:574] : INFO : Epoch 1748 | loss: 0.0311226 | val_loss: 0.0311461 | Time: 1113.68 ms
[2022-04-19 15:59:29 main:574] : INFO : Epoch 1749 | loss: 0.0311218 | val_loss: 0.031146 | Time: 1112.54 ms
[2022-04-19 15:59:30 main:574] : INFO : Epoch 1750 | loss: 0.0311217 | val_loss: 0.0311429 | Time: 1114.4 ms
[2022-04-19 15:59:31 main:574] : INFO : Epoch 1751 | loss: 0.0311229 | val_loss: 0.0311531 | Time: 1116.21 ms
[2022-04-19 15:59:32 main:574] : INFO : Epoch 1752 | loss: 0.0311214 | val_loss: 0.0311379 | Time: 1109.61 ms
[2022-04-19 15:59:33 main:574] : INFO : Epoch 1753 | loss: 0.0311182 | val_loss: 0.0311417 | Time: 1112.46 ms
[2022-04-19 15:59:35 main:574] : INFO : Epoch 1754 | loss: 0.0311159 | val_loss: 0.0311377 | Time: 1112.4 ms
[2022-04-19 15:59:36 main:574] : INFO : Epoch 1755 | loss: 0.0311167 | val_loss: 0.0311415 | Time: 1110.64 ms
[2022-04-19 15:59:37 main:574] : INFO : Epoch 1756 | loss: 0.0311173 | val_loss: 0.0311444 | Time: 1113.87 ms
[2022-04-19 15:59:38 main:574] : INFO : Epoch 1757 | loss: 0.0311165 | val_loss: 0.0311404 | Time: 1114.38 ms
[2022-04-19 15:59:39 main:574] : INFO : Epoch 1758 | loss: 0.0311196 | val_loss: 0.0311431 | Time: 1115.17 ms
[2022-04-19 15:59:41 main:574] : INFO : Epoch 1759 | loss: 0.0311194 | val_loss: 0.0311436 | Time: 1114 ms
[2022-04-19 15:59:42 main:574] : INFO : Epoch 1760 | loss: 0.0311175 | val_loss: 0.0311438 | Time: 1111.59 ms
[2022-04-19 15:59:43 main:574] : INFO : Epoch 1761 | loss: 0.0311165 | val_loss: 0.0311435 | Time: 1111.9 ms
[2022-04-19 15:59:44 main:574] : INFO : Epoch 1762 | loss: 0.0311145 | val_loss: 0.0311414 | Time: 1112.54 ms
[2022-04-19 15:59:45 main:574] : INFO : Epoch 1763 | loss: 0.0311139 | val_loss: 0.031145 | Time: 1112.2 ms
[2022-04-19 15:59:47 main:574] : INFO : Epoch 1764 | loss: 0.0311152 | val_loss: 0.0311428 | Time: 1110.95 ms
[2022-04-19 15:59:48 main:574] : INFO : Epoch 1765 | loss: 0.0311147 | val_loss: 0.0311416 | Time: 1115.22 ms
[2022-04-19 15:59:49 main:574] : INFO : Epoch 1766 | loss: 0.0311128 | val_loss: 0.03114 | Time: 1114.86 ms
[2022-04-19 15:59:50 main:574] : INFO : Epoch 1767 | loss: 0.031112 | val_loss: 0.0311408 | Time: 1115.66 ms
[2022-04-19 15:59:51 main:574] : INFO : Epoch 1768 | loss: 0.031112 | val_loss: 0.0311426 | Time: 1111.97 ms
[2022-04-19 15:59:53 main:574] : INFO : Epoch 1769 | loss: 0.0311135 | val_loss: 0.0311426 | Time: 1115.8 ms
[2022-04-19 15:59:54 main:574] : INFO : Epoch 1770 | loss: 0.0311107 | val_loss: 0.0311413 | Time: 1115.14 ms
[2022-04-19 15:59:55 main:574] : INFO : Epoch 1771 | loss: 0.0311107 | val_loss: 0.031147 | Time: 1111.95 ms
[2022-04-19 15:59:56 main:574] : INFO : Epoch 1772 | loss: 0.0311111 | val_loss: 0.0311439 | Time: 1118.87 ms
[2022-04-19 15:59:57 main:574] : INFO : Epoch 1773 | loss: 0.0311131 | val_loss: 0.0311404 | Time: 1115.28 ms
[2022-04-19 15:59:59 main:574] : INFO : Epoch 1774 | loss: 0.0311157 | val_loss: 0.0311415 | Time: 1115.5 ms
[2022-04-19 16:00:00 main:574] : INFO : Epoch 1775 | loss: 0.0311182 | val_loss: 0.0311392 | Time: 1121.12 ms
[2022-04-19 16:00:01 main:574] : INFO : Epoch 1776 | loss: 0.0311142 | val_loss: 0.0311406 | Time: 1111.46 ms
[2022-04-19 16:00:02 main:574] : INFO : Epoch 1777 | loss: 0.0311139 | val_loss: 0.0311437 | Time: 1111.13 ms
[2022-04-19 16:00:04 main:574] : INFO : Epoch 1778 | loss: 0.0311154 | val_loss: 0.0311428 | Time: 1115.68 ms
[2022-04-19 16:00:05 main:574] : INFO : Epoch 1779 | loss: 0.0311533 | val_loss: 0.0311735 | Time: 1113.46 ms
[2022-04-19 16:00:06 main:574] : INFO : Epoch 1780 | loss: 0.0311738 | val_loss: 0.0311729 | Time: 1114.55 ms
[2022-04-19 16:00:07 main:574] : INFO : Epoch 1781 | loss: 0.0311691 | val_loss: 0.0311719 | Time: 1114.13 ms
[2022-04-19 16:00:08 main:574] : INFO : Epoch 1782 | loss: 0.0311732 | val_loss: 0.0311778 | Time: 1113.16 ms
[2022-04-19 16:00:10 main:574] : INFO : Epoch 1783 | loss: 0.0311758 | val_loss: 0.0311724 | Time: 1113.72 ms
[2022-04-19 16:00:11 main:574] : INFO : Epoch 1784 | loss: 0.0311781 | val_loss: 0.0311699 | Time: 1112.24 ms
[2022-04-19 16:00:12 main:574] : INFO : Epoch 1785 | loss: 0.0311746 | val_loss: 0.0311703 | Time: 1112.02 ms
[2022-04-19 16:00:13 main:574] : INFO : Epoch 1786 | loss: 0.0311716 | val_loss: 0.0311659 | Time: 1116.39 ms
[2022-04-19 16:00:14 main:574] : INFO : Epoch 1787 | loss: 0.0311683 | val_loss: 0.0311652 | Time: 1110.18 ms
[2022-04-19 16:00:16 main:574] : INFO : Epoch 1788 | loss: 0.0311666 | val_loss: 0.0311648 | Time: 1109.36 ms
[2022-04-19 16:00:17 main:574] : INFO : Epoch 1789 | loss: 0.031165 | val_loss: 0.0311634 | Time: 1111.6 ms
[2022-04-19 16:00:18 main:574] : INFO : Epoch 1790 | loss: 0.0311637 | val_loss: 0.0311621 | Time: 1115.29 ms
[2022-04-19 16:00:19 main:574] : INFO : Epoch 1791 | loss: 0.0311638 | val_loss: 0.0311621 | Time: 1114.25 ms
[2022-04-19 16:00:20 main:574] : INFO : Epoch 1792 | loss: 0.031163 | val_loss: 0.0311617 | Time: 1112.64 ms
[2022-04-19 16:00:22 main:574] : INFO : Epoch 1793 | loss: 0.031164 | val_loss: 0.0311692 | Time: 1113.23 ms
[2022-04-19 16:00:23 main:574] : INFO : Epoch 1794 | loss: 0.0311625 | val_loss: 0.0311608 | Time: 1117.04 ms
[2022-04-19 16:00:24 main:574] : INFO : Epoch 1795 | loss: 0.0311643 | val_loss: 0.0311653 | Time: 1114.53 ms
[2022-04-19 16:00:25 main:574] : INFO : Epoch 1796 | loss: 0.0311625 | val_loss: 0.031157 | Time: 1111.41 ms
[2022-04-19 16:00:26 main:574] : INFO : Epoch 1797 | loss: 0.0311635 | val_loss: 0.0311651 | Time: 1117.49 ms
[2022-04-19 16:00:27 main:574] : INFO : Epoch 1798 | loss: 0.031165 | val_loss: 0.0311609 | Time: 1114.2 ms
[2022-04-19 16:00:29 main:574] : INFO : Epoch 1799 | loss: 0.0311626 | val_loss: 0.0311584 | Time: 1112.15 ms
[2022-04-19 16:00:30 main:574] : INFO : Epoch 1800 | loss: 0.0311582 | val_loss: 0.0311597 | Time: 1112.12 ms
[2022-04-19 16:00:31 main:574] : INFO : Epoch 1801 | loss: 0.03116 | val_loss: 0.0311607 | Time: 1113.25 ms
[2022-04-19 16:00:32 main:574] : INFO : Epoch 1802 | loss: 0.0311565 | val_loss: 0.0311586 | Time: 1113.25 ms
[2022-04-19 16:00:34 main:574] : INFO : Epoch 1803 | loss: 0.0311555 | val_loss: 0.0311577 | Time: 1113.62 ms
[2022-04-19 16:00:35 main:574] : INFO : Epoch 1804 | loss: 0.0311551 | val_loss: 0.0311592 | Time: 1111.87 ms
[2022-04-19 16:00:36 main:574] : INFO : Epoch 1805 | loss: 0.0311565 | val_loss: 0.0311562 | Time: 1114.17 ms
[2022-04-19 16:00:37 main:574] : INFO : Epoch 1806 | loss: 0.0311565 | val_loss: 0.0311563 | Time: 1109.94 ms
[2022-04-19 16:00:38 main:574] : INFO : Epoch 1807 | loss: 0.0311557 | val_loss: 0.0311559 | Time: 1117.25 ms
[2022-04-19 16:00:39 main:574] : INFO : Epoch 1808 | loss: 0.0311545 | val_loss: 0.0311555 | Time: 1113.7 ms
[2022-04-19 16:00:41 main:574] : INFO : Epoch 1809 | loss: 0.031153 | val_loss: 0.0311558 | Time: 1114.32 ms
[2022-04-19 16:00:42 main:574] : INFO : Epoch 1810 | loss: 0.0311545 | val_loss: 0.0311581 | Time: 1115.19 ms
[2022-04-19 16:00:43 main:574] : INFO : Epoch 1811 | loss: 0.0311527 | val_loss: 0.0311551 | Time: 1111.09 ms
[2022-04-19 16:00:44 main:574] : INFO : Epoch 1812 | loss: 0.0311507 | val_loss: 0.0311596 | Time: 1111.58 ms
[2022-04-19 16:00:45 main:574] : INFO : Epoch 1813 | loss: 0.0311519 | val_loss: 0.0311598 | Time: 1111.04 ms
[2022-04-19 16:00:47 main:574] : INFO : Epoch 1814 | loss: 0.0311503 | val_loss: 0.0311561 | Time: 1113.4 ms
[2022-04-19 16:00:48 main:574] : INFO : Epoch 1815 | loss: 0.0311497 | val_loss: 0.0311573 | Time: 1108.85 ms
[2022-04-19 16:00:49 main:574] : INFO : Epoch 1816 | loss: 0.0311553 | val_loss: 0.0311635 | Time: 1113.31 ms
[2022-04-19 16:00:50 main:574] : INFO : Epoch 1817 | loss: 0.0311687 | val_loss: 0.0311794 | Time: 1112.86 ms
[2022-04-19 16:00:51 main:574] : INFO : Epoch 1818 | loss: 0.031192 | val_loss: 0.0311987 | Time: 1114.24 ms
[2022-04-19 16:00:53 main:574] : INFO : Epoch 1819 | loss: 0.0312043 | val_loss: 0.0312 | Time: 1111.83 ms
[2022-04-19 16:00:54 main:574] : INFO : Epoch 1820 | loss: 0.0312069 | val_loss: 0.0311997 | Time: 1113.86 ms
[2022-04-19 16:00:55 main:574] : INFO : Epoch 1821 | loss: 0.0312056 | val_loss: 0.0312014 | Time: 1114.83 ms
[2022-04-19 16:00:56 main:574] : INFO : Epoch 1822 | loss: 0.0312009 | val_loss: 0.0311966 | Time: 1114.16 ms
[2022-04-19 16:00:57 main:574] : INFO : Epoch 1823 | loss: 0.0311981 | val_loss: 0.0311978 | Time: 1112.77 ms
[2022-04-19 16:00:59 main:574] : INFO : Epoch 1824 | loss: 0.031197 | val_loss: 0.0311914 | Time: 1115.14 ms
[2022-04-19 16:01:00 main:574] : INFO : Epoch 1825 | loss: 0.0311941 | val_loss: 0.0311887 | Time: 1111.28 ms
[2022-04-19 16:01:01 main:574] : INFO : Epoch 1826 | loss: 0.0311921 | val_loss: 0.0311864 | Time: 1110.45 ms
[2022-04-19 16:01:02 main:574] : INFO : Epoch 1827 | loss: 0.0311921 | val_loss: 0.0311881 | Time: 1112.53 ms
[2022-04-19 16:01:03 main:574] : INFO : Epoch 1828 | loss: 0.0311916 | val_loss: 0.0311844 | Time: 1111.3 ms
[2022-04-19 16:01:04 main:574] : INFO : Epoch 1829 | loss: 0.0311884 | val_loss: 0.0311841 | Time: 1109.21 ms
[2022-04-19 16:01:06 main:574] : INFO : Epoch 1830 | loss: 0.0311863 | val_loss: 0.0311861 | Time: 1111.46 ms
[2022-04-19 16:01:07 main:574] : INFO : Epoch 1831 | loss: 0.0311847 | val_loss: 0.0311839 | Time: 1112.78 ms
[2022-04-19 16:01:08 main:574] : INFO : Epoch 1832 | loss: 0.031185 | val_loss: 0.031185 | Time: 1111.02 ms
[2022-04-19 16:01:09 main:574] : INFO : Epoch 1833 | loss: 0.0311852 | val_loss: 0.0311829 | Time: 1111.68 ms
[2022-04-19 16:01:11 main:574] : INFO : Epoch 1834 | loss: 0.0311834 | val_loss: 0.0311855 | Time: 1111.61 ms
[2022-04-19 16:01:12 main:574] : INFO : Epoch 1835 | loss: 0.031181 | val_loss: 0.0311822 | Time: 1116.96 ms
[2022-04-19 16:01:13 main:574] : INFO : Epoch 1836 | loss: 0.031179 | val_loss: 0.0311792 | Time: 1112.67 ms
[2022-04-19 16:01:14 main:574] : INFO : Epoch 1837 | loss: 0.031178 | val_loss: 0.0311839 | Time: 1113.88 ms
[2022-04-19 16:01:15 main:574] : INFO : Epoch 1838 | loss: 0.0311776 | val_loss: 0.0311783 | Time: 1115.79 ms
[2022-04-19 16:01:17 main:574] : INFO : Epoch 1839 | loss: 0.0311764 | val_loss: 0.0311809 | Time: 1111.16 ms
[2022-04-19 16:01:18 main:574] : INFO : Epoch 1840 | loss: 0.0311763 | val_loss: 0.0311777 | Time: 1115.02 ms
[2022-04-19 16:01:19 main:574] : INFO : Epoch 1841 | loss: 0.0311754 | val_loss: 0.0311778 | Time: 1114.12 ms
[2022-04-19 16:01:20 main:574] : INFO : Epoch 1842 | loss: 0.0311739 | val_loss: 0.0311821 | Time: 1113.31 ms
[2022-04-19 16:01:21 main:574] : INFO : Epoch 1843 | loss: 0.0311748 | val_loss: 0.0311772 | Time: 1111.61 ms
[2022-04-19 16:01:23 main:574] : INFO : Epoch 1844 | loss: 0.0311725 | val_loss: 0.0311789 | Time: 1117.74 ms
[2022-04-19 16:01:24 main:574] : INFO : Epoch 1845 | loss: 0.0311718 | val_loss: 0.0311773 | Time: 1114.56 ms
[2022-04-19 16:01:25 main:574] : INFO : Epoch 1846 | loss: 0.0311735 | val_loss: 0.0311805 | Time: 1110.97 ms
[2022-04-19 16:01:26 main:574] : INFO : Epoch 1847 | loss: 0.0311747 | val_loss: 0.0311783 | Time: 1118.65 ms
[2022-04-19 16:01:27 main:574] : INFO : Epoch 1848 | loss: 0.0311709 | val_loss: 0.0311772 | Time: 1118.19 ms
[2022-04-19 16:01:29 main:574] : INFO : Epoch 1849 | loss: 0.0311688 | val_loss: 0.0311769 | Time: 1115.03 ms
[2022-04-19 16:01:30 main:574] : INFO : Epoch 1850 | loss: 0.0311704 | val_loss: 0.0311813 | Time: 1118.41 ms
[2022-04-19 16:01:31 main:574] : INFO : Epoch 1851 | loss: 0.0311711 | val_loss: 0.0311736 | Time: 1112.4 ms
[2022-04-19 16:01:32 main:574] : INFO : Epoch 1852 | loss: 0.03117 | val_loss: 0.0311782 | Time: 1112.2 ms
[2022-04-19 16:01:34 main:574] : INFO : Epoch 1853 | loss: 0.0311716 | val_loss: 0.0311772 | Time: 1113.93 ms
[2022-04-19 16:01:35 main:574] : INFO : Epoch 1854 | loss: 0.0311689 | val_loss: 0.0311737 | Time: 1115.04 ms
[2022-04-19 16:01:36 main:574] : INFO : Epoch 1855 | loss: 0.0311694 | val_loss: 0.031175 | Time: 1112.31 ms
[2022-04-19 16:01:37 main:574] : INFO : Epoch 1856 | loss: 0.0311702 | val_loss: 0.0311732 | Time: 1110.5 ms
[2022-04-19 16:01:38 main:574] : INFO : Epoch 1857 | loss: 0.0311685 | val_loss: 0.0311742 | Time: 1117.18 ms
[2022-04-19 16:01:39 main:574] : INFO : Epoch 1858 | loss: 0.0311711 | val_loss: 0.0311738 | Time: 1114.82 ms
[2022-04-19 16:01:41 main:574] : INFO : Epoch 1859 | loss: 0.0311709 | val_loss: 0.0311772 | Time: 1116.49 ms
[2022-04-19 16:01:42 main:574] : INFO : Epoch 1860 | loss: 0.0311685 | val_loss: 0.0311782 | Time: 1111.1 ms
[2022-04-19 16:01:43 main:574] : INFO : Epoch 1861 | loss: 0.0311707 | val_loss: 0.0311747 | Time: 1109.87 ms
[2022-04-19 16:01:44 main:574] : INFO : Epoch 1862 | loss: 0.031171 | val_loss: 0.0311777 | Time: 1113.43 ms
[2022-04-19 16:01:46 main:574] : INFO : Epoch 1863 | loss: 0.0311683 | val_loss: 0.0311725 | Time: 1107.42 ms
[2022-04-19 16:01:47 main:574] : INFO : Epoch 1864 | loss: 0.0311666 | val_loss: 0.0311782 | Time: 1113.43 ms
[2022-04-19 16:01:48 main:574] : INFO : Epoch 1865 | loss: 0.0311683 | val_loss: 0.0311743 | Time: 1114.51 ms
[2022-04-19 16:01:49 main:574] : INFO : Epoch 1866 | loss: 0.0311674 | val_loss: 0.0311738 | Time: 1110.03 ms
[2022-04-19 16:01:50 main:574] : INFO : Epoch 1867 | loss: 0.0311665 | val_loss: 0.0311747 | Time: 1110.56 ms
[2022-04-19 16:01:52 main:574] : INFO : Epoch 1868 | loss: 0.0311669 | val_loss: 0.031177 | Time: 1111.28 ms
[2022-04-19 16:01:53 main:574] : INFO : Epoch 1869 | loss: 0.0311722 | val_loss: 0.031175 | Time: 1107.08 ms
[2022-04-19 16:01:54 main:574] : INFO : Epoch 1870 | loss: 0.0311704 | val_loss: 0.031178 | Time: 1111.24 ms
[2022-04-19 16:01:55 main:574] : INFO : Epoch 1871 | loss: 0.0311711 | val_loss: 0.0311759 | Time: 1111.54 ms
[2022-04-19 16:01:56 main:574] : INFO : Epoch 1872 | loss: 0.0311734 | val_loss: 0.0311814 | Time: 1111.64 ms
[2022-04-19 16:01:57 main:574] : INFO : Epoch 1873 | loss: 0.0311725 | val_loss: 0.0311794 | Time: 1111.49 ms
[2022-04-19 16:01:59 main:574] : INFO : Epoch 1874 | loss: 0.0311702 | val_loss: 0.0311767 | Time: 1108.93 ms
[2022-04-19 16:02:00 main:574] : INFO : Epoch 1875 | loss: 0.0311728 | val_loss: 0.03118 | Time: 1111.78 ms
[2022-04-19 16:02:01 main:574] : INFO : Epoch 1876 | loss: 0.0311733 | val_loss: 0.0311801 | Time: 1106.17 ms
[2022-04-19 16:02:02 main:574] : INFO : Epoch 1877 | loss: 0.0311685 | val_loss: 0.0311775 | Time: 1111.45 ms
[2022-04-19 16:02:04 main:574] : INFO : Epoch 1878 | loss: 0.0311682 | val_loss: 0.0311791 | Time: 1111.9 ms
[2022-04-19 16:02:05 main:574] : INFO : Epoch 1879 | loss: 0.0311676 | val_loss: 0.0311783 | Time: 1113.29 ms
[2022-04-19 16:02:06 main:574] : INFO : Epoch 1880 | loss: 0.0311671 | val_loss: 0.031177 | Time: 1106.39 ms
[2022-04-19 16:02:07 main:574] : INFO : Epoch 1881 | loss: 0.0311675 | val_loss: 0.0311768 | Time: 1109.27 ms
[2022-04-19 16:02:08 main:574] : INFO : Epoch 1882 | loss: 0.0311668 | val_loss: 0.0311759 | Time: 1109.29 ms
[2022-04-19 16:02:10 main:574] : INFO : Epoch 1883 | loss: 0.0311662 | val_loss: 0.0311767 | Time: 1108.74 ms
[2022-04-19 16:02:11 main:574] : INFO : Epoch 1884 | loss: 0.0311651 | val_loss: 0.0311777 | Time: 1108.49 ms
[2022-04-19 16:02:12 main:574] : INFO : Epoch 1885 | loss: 0.0311663 | val_loss: 0.0311769 | Time: 1108.04 ms
[2022-04-19 16:02:13 main:574] : INFO : Epoch 1886 | loss: 0.0311647 | val_loss: 0.0311764 | Time: 1113.82 ms
[2022-04-19 16:02:14 main:574] : INFO : Epoch 1887 | loss: 0.0311668 | val_loss: 0.0311773 | Time: 1112.2 ms
[2022-04-19 16:02:16 main:574] : INFO : Epoch 1888 | loss: 0.0311685 | val_loss: 0.0311804 | Time: 1107.91 ms
[2022-04-19 16:02:17 main:574] : INFO : Epoch 1889 | loss: 0.0311712 | val_loss: 0.0311783 | Time: 1106.07 ms
[2022-04-19 16:02:18 main:574] : INFO : Epoch 1890 | loss: 0.0311688 | val_loss: 0.0311802 | Time: 1111.92 ms
[2022-04-19 16:02:19 main:574] : INFO : Epoch 1891 | loss: 0.0311671 | val_loss: 0.0311781 | Time: 1111.63 ms
[2022-04-19 16:02:20 main:574] : INFO : Epoch 1892 | loss: 0.0311707 | val_loss: 0.0311769 | Time: 1109.57 ms
[2022-04-19 16:02:22 main:574] : INFO : Epoch 1893 | loss: 0.0311679 | val_loss: 0.0311743 | Time: 1109.89 ms
[2022-04-19 16:02:23 main:574] : INFO : Epoch 1894 | loss: 0.0311666 | val_loss: 0.0311734 | Time: 1116.17 ms
[2022-04-19 16:02:24 main:574] : INFO : Epoch 1895 | loss: 0.0311662 | val_loss: 0.031173 | Time: 1111.82 ms
[2022-04-19 16:02:25 main:574] : INFO : Epoch 1896 | loss: 0.0311665 | val_loss: 0.0311732 | Time: 1109.06 ms
[2022-04-19 16:02:26 main:574] : INFO : Epoch 1897 | loss: 0.0311702 | val_loss: 0.0311776 | Time: 1109.11 ms
[2022-04-19 16:02:27 main:574] : INFO : Epoch 1898 | loss: 0.0311676 | val_loss: 0.031174 | Time: 1115.28 ms
[2022-04-19 16:02:29 main:574] : INFO : Epoch 1899 | loss: 0.0311667 | val_loss: 0.0311776 | Time: 1111.05 ms
[2022-04-19 16:02:30 main:574] : INFO : Epoch 1900 | loss: 0.0311692 | val_loss: 0.0311862 | Time: 1113.32 ms
[2022-04-19 16:02:31 main:574] : INFO : Epoch 1901 | loss: 0.0311709 | val_loss: 0.0311748 | Time: 1107.42 ms
[2022-04-19 16:02:32 main:574] : INFO : Epoch 1902 | loss: 0.0311682 | val_loss: 0.0311785 | Time: 1114.58 ms
[2022-04-19 16:02:34 main:574] : INFO : Epoch 1903 | loss: 0.0311692 | val_loss: 0.0311736 | Time: 1112.58 ms
[2022-04-19 16:02:35 main:574] : INFO : Epoch 1904 | loss: 0.0311701 | val_loss: 0.031176 | Time: 1108.44 ms
[2022-04-19 16:02:36 main:574] : INFO : Epoch 1905 | loss: 0.0311685 | val_loss: 0.0311769 | Time: 1111.67 ms
[2022-04-19 16:02:37 main:574] : INFO : Epoch 1906 | loss: 0.0311674 | val_loss: 0.0311753 | Time: 1107.83 ms
[2022-04-19 16:02:38 main:574] : INFO : Epoch 1907 | loss: 0.0311675 | val_loss: 0.0311757 | Time: 1103.14 ms
[2022-04-19 16:02:40 main:574] : INFO : Epoch 1908 | loss: 0.0311667 | val_loss: 0.0311717 | Time: 1108.76 ms
[2022-04-19 16:02:41 main:574] : INFO : Epoch 1909 | loss: 0.0311645 | val_loss: 0.0311719 | Time: 1109.16 ms
[2022-04-19 16:02:42 main:574] : INFO : Epoch 1910 | loss: 0.0311633 | val_loss: 0.0311722 | Time: 1111.22 ms
[2022-04-19 16:02:43 main:574] : INFO : Epoch 1911 | loss: 0.0311642 | val_loss: 0.0311764 | Time: 1113.36 ms
[2022-04-19 16:02:44 main:574] : INFO : Epoch 1912 | loss: 0.031166 | val_loss: 0.0311741 | Time: 1113.39 ms
[2022-04-19 16:02:46 main:574] : INFO : Epoch 1913 | loss: 0.0311714 | val_loss: 0.0311752 | Time: 1108.32 ms
[2022-04-19 16:02:47 main:574] : INFO : Epoch 1914 | loss: 0.0311664 | val_loss: 0.0311705 | Time: 1114.08 ms
[2022-04-19 16:02:48 main:574] : INFO : Epoch 1915 | loss: 0.0311651 | val_loss: 0.0311749 | Time: 1112.86 ms
[2022-04-19 16:02:49 main:574] : INFO : Epoch 1916 | loss: 0.0311648 | val_loss: 0.0311712 | Time: 1109.67 ms
[2022-04-19 16:02:50 main:574] : INFO : Epoch 1917 | loss: 0.0311641 | val_loss: 0.0311729 | Time: 1108.47 ms
[2022-04-19 16:02:52 main:574] : INFO : Epoch 1918 | loss: 0.031163 | val_loss: 0.0311735 | Time: 1110.88 ms
[2022-04-19 16:02:53 main:574] : INFO : Epoch 1919 | loss: 0.0311642 | val_loss: 0.0311708 | Time: 1111.65 ms
[2022-04-19 16:02:54 main:574] : INFO : Epoch 1920 | loss: 0.0311647 | val_loss: 0.0311712 | Time: 1106.6 ms
[2022-04-19 16:02:55 main:574] : INFO : Epoch 1921 | loss: 0.0311663 | val_loss: 0.0311769 | Time: 1106.63 ms
[2022-04-19 16:02:56 main:574] : INFO : Epoch 1922 | loss: 0.0311661 | val_loss: 0.031177 | Time: 1110.77 ms
[2022-04-19 16:02:57 main:574] : INFO : Epoch 1923 | loss: 0.0311648 | val_loss: 0.0311705 | Time: 1111.34 ms
[2022-04-19 16:02:59 main:574] : INFO : Epoch 1924 | loss: 0.0311663 | val_loss: 0.0311842 | Time: 1106.92 ms
[2022-04-19 16:03:00 main:574] : INFO : Epoch 1925 | loss: 0.0311763 | val_loss: 0.0311771 | Time: 1110.94 ms
[2022-04-19 16:03:01 main:574] : INFO : Epoch 1926 | loss: 0.031169 | val_loss: 0.0311903 | Time: 1116.54 ms
[2022-04-19 16:03:02 main:574] : INFO : Epoch 1927 | loss: 0.0311708 | val_loss: 0.0311701 | Time: 1111.06 ms
[2022-04-19 16:03:04 main:574] : INFO : Epoch 1928 | loss: 0.0311619 | val_loss: 0.0311738 | Time: 1107.41 ms
[2022-04-19 16:03:05 main:574] : INFO : Epoch 1929 | loss: 0.0311633 | val_loss: 0.0311736 | Time: 1109.73 ms
[2022-04-19 16:03:06 main:574] : INFO : Epoch 1930 | loss: 0.0311614 | val_loss: 0.031174 | Time: 1114 ms
[2022-04-19 16:03:07 main:574] : INFO : Epoch 1931 | loss: 0.0311609 | val_loss: 0.0311696 | Time: 1117.68 ms
[2022-04-19 16:03:08 main:574] : INFO : Epoch 1932 | loss: 0.0311612 | val_loss: 0.0311704 | Time: 1107.48 ms
[2022-04-19 16:03:10 main:574] : INFO : Epoch 1933 | loss: 0.0311613 | val_loss: 0.0311699 | Time: 1107.5 ms
[2022-04-19 16:03:11 main:574] : INFO : Epoch 1934 | loss: 0.0311605 | val_loss: 0.031172 | Time: 1109.98 ms
[2022-04-19 16:03:12 main:574] : INFO : Epoch 1935 | loss: 0.0311614 | val_loss: 0.0311709 | Time: 1108.69 ms
[2022-04-19 16:03:13 main:574] : INFO : Epoch 1936 | loss: 0.0311635 | val_loss: 0.031174 | Time: 1107.14 ms
[2022-04-19 16:03:14 main:574] : INFO : Epoch 1937 | loss: 0.0311657 | val_loss: 0.0311715 | Time: 1108.7 ms
[2022-04-19 16:03:16 main:574] : INFO : Epoch 1938 | loss: 0.031163 | val_loss: 0.0311719 | Time: 1107.49 ms
[2022-04-19 16:03:17 main:574] : INFO : Epoch 1939 | loss: 0.0311631 | val_loss: 0.0311724 | Time: 1112.92 ms
[2022-04-19 16:03:18 main:574] : INFO : Epoch 1940 | loss: 0.0311654 | val_loss: 0.0311712 | Time: 1110.87 ms
[2022-04-19 16:03:19 main:574] : INFO : Epoch 1941 | loss: 0.031163 | val_loss: 0.0311718 | Time: 1114.14 ms
[2022-04-19 16:03:20 main:574] : INFO : Epoch 1942 | loss: 0.0311621 | val_loss: 0.0311718 | Time: 1115.33 ms
[2022-04-19 16:03:21 main:574] : INFO : Epoch 1943 | loss: 0.0311657 | val_loss: 0.0311736 | Time: 1111.73 ms
[2022-04-19 16:03:23 main:574] : INFO : Epoch 1944 | loss: 0.0311651 | val_loss: 0.0311763 | Time: 1116.57 ms
[2022-04-19 16:03:24 main:574] : INFO : Epoch 1945 | loss: 0.0311674 | val_loss: 0.0311755 | Time: 1111.39 ms
[2022-04-19 16:03:25 main:574] : INFO : Epoch 1946 | loss: 0.0311684 | val_loss: 0.0311807 | Time: 1113.3 ms
[2022-04-19 16:03:26 main:574] : INFO : Epoch 1947 | loss: 0.0311661 | val_loss: 0.0311721 | Time: 1113.42 ms
[2022-04-19 16:03:27 main:574] : INFO : Epoch 1948 | loss: 0.031169 | val_loss: 0.0311717 | Time: 1113.08 ms
[2022-04-19 16:03:29 main:574] : INFO : Epoch 1949 | loss: 0.0311623 | val_loss: 0.0311685 | Time: 1108.12 ms
[2022-04-19 16:03:30 main:574] : INFO : Epoch 1950 | loss: 0.0311667 | val_loss: 0.031175 | Time: 1108.7 ms
[2022-04-19 16:03:31 main:574] : INFO : Epoch 1951 | loss: 0.0311635 | val_loss: 0.0311759 | Time: 1112.84 ms
[2022-04-19 16:03:32 main:574] : INFO : Epoch 1952 | loss: 0.0311609 | val_loss: 0.0311704 | Time: 1110.06 ms
[2022-04-19 16:03:33 main:574] : INFO : Epoch 1953 | loss: 0.0311596 | val_loss: 0.0311693 | Time: 1109.68 ms
[2022-04-19 16:03:35 main:574] : INFO : Epoch 1954 | loss: 0.0311591 | val_loss: 0.0311696 | Time: 1112.07 ms
[2022-04-19 16:03:36 main:574] : INFO : Epoch 1955 | loss: 0.03116 | val_loss: 0.0311737 | Time: 1106.35 ms
[2022-04-19 16:03:37 main:574] : INFO : Epoch 1956 | loss: 0.0311604 | val_loss: 0.0311718 | Time: 1107.77 ms
[2022-04-19 16:03:38 main:574] : INFO : Epoch 1957 | loss: 0.0311589 | val_loss: 0.0311713 | Time: 1110.51 ms
[2022-04-19 16:03:39 main:574] : INFO : Epoch 1958 | loss: 0.031159 | val_loss: 0.0311721 | Time: 1111.32 ms
[2022-04-19 16:03:41 main:574] : INFO : Epoch 1959 | loss: 0.0311592 | val_loss: 0.0311728 | Time: 1114.46 ms
[2022-04-19 16:03:42 main:574] : INFO : Epoch 1960 | loss: 0.0311589 | val_loss: 0.031171 | Time: 1111.32 ms
[2022-04-19 16:03:43 main:574] : INFO : Epoch 1961 | loss: 0.0311578 | val_loss: 0.0311705 | Time: 1110.98 ms
[2022-04-19 16:03:44 main:574] : INFO : Epoch 1962 | loss: 0.0311566 | val_loss: 0.0311698 | Time: 1112.75 ms
[2022-04-19 16:03:45 main:574] : INFO : Epoch 1963 | loss: 0.0311585 | val_loss: 0.0311718 | Time: 1112.58 ms
[2022-04-19 16:03:47 main:574] : INFO : Epoch 1964 | loss: 0.0311568 | val_loss: 0.0311738 | Time: 1106.14 ms
[2022-04-19 16:03:48 main:574] : INFO : Epoch 1965 | loss: 0.0311574 | val_loss: 0.0311695 | Time: 1109.01 ms
[2022-04-19 16:03:49 main:574] : INFO : Epoch 1966 | loss: 0.0311572 | val_loss: 0.0311726 | Time: 1118.31 ms
[2022-04-19 16:03:50 main:574] : INFO : Epoch 1967 | loss: 0.0311564 | val_loss: 0.0311695 | Time: 1111.94 ms
[2022-04-19 16:03:51 main:574] : INFO : Epoch 1968 | loss: 0.0311565 | val_loss: 0.0311699 | Time: 1114.37 ms
[2022-04-19 16:03:53 main:574] : INFO : Epoch 1969 | loss: 0.0311578 | val_loss: 0.0311714 | Time: 1108.55 ms
[2022-04-19 16:03:54 main:574] : INFO : Epoch 1970 | loss: 0.0311558 | val_loss: 0.0311706 | Time: 1109.18 ms
[2022-04-19 16:03:55 main:574] : INFO : Epoch 1971 | loss: 0.031157 | val_loss: 0.0311757 | Time: 1112.06 ms
[2022-04-19 16:03:56 main:574] : INFO : Epoch 1972 | loss: 0.0311565 | val_loss: 0.0311722 | Time: 1108.56 ms
[2022-04-19 16:03:57 main:574] : INFO : Epoch 1973 | loss: 0.0311546 | val_loss: 0.0311687 | Time: 1116.28 ms
[2022-04-19 16:03:59 main:574] : INFO : Epoch 1974 | loss: 0.0311546 | val_loss: 0.0311699 | Time: 1117.21 ms
[2022-04-19 16:04:00 main:574] : INFO : Epoch 1975 | loss: 0.0311571 | val_loss: 0.0311715 | Time: 1107.93 ms
[2022-04-19 16:04:01 main:574] : INFO : Epoch 1976 | loss: 0.0311583 | val_loss: 0.0311696 | Time: 1110.3 ms
[2022-04-19 16:04:02 main:574] : INFO : Epoch 1977 | loss: 0.0311566 | val_loss: 0.0311733 | Time: 1106.59 ms
[2022-04-19 16:04:04 main:574] : INFO : Epoch 1978 | loss: 0.0311562 | val_loss: 0.0311707 | Time: 1115.2 ms
[2022-04-19 16:04:05 main:574] : INFO : Epoch 1979 | loss: 0.0311561 | val_loss: 0.0311729 | Time: 1110.08 ms
[2022-04-19 16:04:06 main:574] : INFO : Epoch 1980 | loss: 0.0311576 | val_loss: 0.0311716 | Time: 1109.26 ms
[2022-04-19 16:04:07 main:574] : INFO : Epoch 1981 | loss: 0.031157 | val_loss: 0.0311694 | Time: 1111.45 ms
[2022-04-19 16:04:08 main:574] : INFO : Epoch 1982 | loss: 0.0311574 | val_loss: 0.031171 | Time: 1105.54 ms
[2022-04-19 16:04:10 main:574] : INFO : Epoch 1983 | loss: 0.0311573 | val_loss: 0.0311736 | Time: 1114.42 ms
[2022-04-19 16:04:11 main:574] : INFO : Epoch 1984 | loss: 0.031156 | val_loss: 0.0311701 | Time: 1106.74 ms
[2022-04-19 16:04:12 main:574] : INFO : Epoch 1985 | loss: 0.0311612 | val_loss: 0.0311724 | Time: 1108.92 ms
[2022-04-19 16:04:13 main:574] : INFO : Epoch 1986 | loss: 0.0311665 | val_loss: 0.0311809 | Time: 1109.21 ms
[2022-04-19 16:04:14 main:574] : INFO : Epoch 1987 | loss: 0.0311643 | val_loss: 0.0311707 | Time: 1105.82 ms
[2022-04-19 16:04:15 main:574] : INFO : Epoch 1988 | loss: 0.0311619 | val_loss: 0.0311719 | Time: 1108.79 ms
[2022-04-19 16:04:17 main:574] : INFO : Epoch 1989 | loss: 0.031162 | val_loss: 0.0311793 | Time: 1105.03 ms
[2022-04-19 16:04:18 main:574] : INFO : Epoch 1990 | loss: 0.031169 | val_loss: 0.0311774 | Time: 1115.68 ms
[2022-04-19 16:04:19 main:574] : INFO : Epoch 1991 | loss: 0.0311652 | val_loss: 0.0311737 | Time: 1110.64 ms
[2022-04-19 16:04:20 main:574] : INFO : Epoch 1992 | loss: 0.0311693 | val_loss: 0.0311768 | Time: 1115.99 ms
[2022-04-19 16:04:22 main:574] : INFO : Epoch 1993 | loss: 0.0311675 | val_loss: 0.0311729 | Time: 1105.62 ms
[2022-04-19 16:04:23 main:574] : INFO : Epoch 1994 | loss: 0.0311675 | val_loss: 0.0311718 | Time: 1108.24 ms
[2022-04-19 16:04:24 main:574] : INFO : Epoch 1995 | loss: 0.0311667 | val_loss: 0.0311704 | Time: 1108.19 ms
[2022-04-19 16:04:25 main:574] : INFO : Epoch 1996 | loss: 0.0311642 | val_loss: 0.031172 | Time: 1111 ms
[2022-04-19 16:04:26 main:574] : INFO : Epoch 1997 | loss: 0.0311634 | val_loss: 0.0311713 | Time: 1105.41 ms
[2022-04-19 16:04:28 main:574] : INFO : Epoch 1998 | loss: 0.0311633 | val_loss: 0.031179 | Time: 1115.73 ms
[2022-04-19 16:04:29 main:574] : INFO : Epoch 1999 | loss: 0.0311651 | val_loss: 0.0311719 | Time: 1114.76 ms
[2022-04-19 16:04:30 main:574] : INFO : Epoch 2000 | loss: 0.0311623 | val_loss: 0.0311709 | Time: 1112.52 ms
[2022-04-19 16:04:31 main:574] : INFO : Epoch 2001 | loss: 0.0311623 | val_loss: 0.0311706 | Time: 1114.28 ms
[2022-04-19 16:04:32 main:574] : INFO : Epoch 2002 | loss: 0.0311615 | val_loss: 0.0311705 | Time: 1110.93 ms
[2022-04-19 16:04:34 main:574] : INFO : Epoch 2003 | loss: 0.0311612 | val_loss: 0.0311704 | Time: 1114.29 ms
[2022-04-19 16:04:35 main:574] : INFO : Epoch 2004 | loss: 0.0311599 | val_loss: 0.0311715 | Time: 1111.11 ms
[2022-04-19 16:04:36 main:574] : INFO : Epoch 2005 | loss: 0.0311606 | val_loss: 0.0311698 | Time: 1115.71 ms
[2022-04-19 16:04:37 main:574] : INFO : Epoch 2006 | loss: 0.031161 | val_loss: 0.0311702 | Time: 1112.29 ms
[2022-04-19 16:04:38 main:574] : INFO : Epoch 2007 | loss: 0.0311609 | val_loss: 0.0311696 | Time: 1113.61 ms
[2022-04-19 16:04:40 main:574] : INFO : Epoch 2008 | loss: 0.0311614 | val_loss: 0.0311705 | Time: 1114.43 ms
[2022-04-19 16:04:41 main:574] : INFO : Epoch 2009 | loss: 0.0311602 | val_loss: 0.0311717 | Time: 1113.09 ms
[2022-04-19 16:04:42 main:574] : INFO : Epoch 2010 | loss: 0.0311608 | val_loss: 0.031173 | Time: 1114.41 ms
[2022-04-19 16:04:43 main:574] : INFO : Epoch 2011 | loss: 0.0311597 | val_loss: 0.0311752 | Time: 1111.74 ms
[2022-04-19 16:04:44 main:574] : INFO : Epoch 2012 | loss: 0.0311599 | val_loss: 0.0311721 | Time: 1107.93 ms
[2022-04-19 16:04:46 main:574] : INFO : Epoch 2013 | loss: 0.0311587 | val_loss: 0.0311684 | Time: 1115.04 ms
[2022-04-19 16:04:47 main:574] : INFO : Epoch 2014 | loss: 0.0311599 | val_loss: 0.0311732 | Time: 1114.83 ms
[2022-04-19 16:04:48 main:574] : INFO : Epoch 2015 | loss: 0.0311596 | val_loss: 0.031172 | Time: 1113.82 ms
[2022-04-19 16:04:49 main:574] : INFO : Epoch 2016 | loss: 0.0311612 | val_loss: 0.0311707 | Time: 1113.83 ms
[2022-04-19 16:04:50 main:574] : INFO : Epoch 2017 | loss: 0.0311612 | val_loss: 0.0311721 | Time: 1110.27 ms
[2022-04-19 16:04:52 main:574] : INFO : Epoch 2018 | loss: 0.0311578 | val_loss: 0.0311701 | Time: 1114.11 ms
[2022-04-19 16:04:53 main:574] : INFO : Epoch 2019 | loss: 0.0311636 | val_loss: 0.0311766 | Time: 1111.04 ms
[2022-04-19 16:04:54 main:574] : INFO : Epoch 2020 | loss: 0.0311645 | val_loss: 0.0311704 | Time: 1111.59 ms
[2022-04-19 16:04:55 main:574] : INFO : Epoch 2021 | loss: 0.0311647 | val_loss: 0.0311746 | Time: 1117.92 ms
[2022-04-19 16:04:56 main:574] : INFO : Epoch 2022 | loss: 0.0311651 | val_loss: 0.0311735 | Time: 1112.26 ms
[2022-04-19 16:04:58 main:574] : INFO : Epoch 2023 | loss: 0.0311604 | val_loss: 0.0311686 | Time: 1117.65 ms
[2022-04-19 16:04:59 main:574] : INFO : Epoch 2024 | loss: 0.0311609 | val_loss: 0.0311703 | Time: 1115.32 ms
[2022-04-19 16:05:00 main:574] : INFO : Epoch 2025 | loss: 0.031159 | val_loss: 0.0311688 | Time: 1118.65 ms
[2022-04-19 16:05:01 main:574] : INFO : Epoch 2026 | loss: 0.0311602 | val_loss: 0.0311685 | Time: 1111.14 ms
[2022-04-19 16:05:02 main:574] : INFO : Epoch 2027 | loss: 0.0311577 | val_loss: 0.0311714 | Time: 1115.51 ms
[2022-04-19 16:05:04 main:574] : INFO : Epoch 2028 | loss: 0.0311598 | val_loss: 0.0311671 | Time: 1112.56 ms
[2022-04-19 16:05:05 main:574] : INFO : Epoch 2029 | loss: 0.03116 | val_loss: 0.03117 | Time: 1113.25 ms
[2022-04-19 16:05:06 main:574] : INFO : Epoch 2030 | loss: 0.0311581 | val_loss: 0.0311713 | Time: 1112 ms
[2022-04-19 16:05:07 main:574] : INFO : Epoch 2031 | loss: 0.0311571 | val_loss: 0.0311671 | Time: 1114.95 ms
[2022-04-19 16:05:08 main:574] : INFO : Epoch 2032 | loss: 0.0311575 | val_loss: 0.0311681 | Time: 1114.28 ms
[2022-04-19 16:05:10 main:574] : INFO : Epoch 2033 | loss: 0.0311587 | val_loss: 0.0311692 | Time: 1111.81 ms
[2022-04-19 16:05:11 main:574] : INFO : Epoch 2034 | loss: 0.0311641 | val_loss: 0.0311803 | Time: 1116.53 ms
[2022-04-19 16:05:12 main:574] : INFO : Epoch 2035 | loss: 0.0311696 | val_loss: 0.0311727 | Time: 1111.5 ms
[2022-04-19 16:05:13 main:574] : INFO : Epoch 2036 | loss: 0.0311657 | val_loss: 0.0311705 | Time: 1114.17 ms
[2022-04-19 16:05:15 main:574] : INFO : Epoch 2037 | loss: 0.0311641 | val_loss: 0.031171 | Time: 1110.05 ms
[2022-04-19 16:05:16 main:574] : INFO : Epoch 2038 | loss: 0.0311641 | val_loss: 0.0311726 | Time: 1116.09 ms
[2022-04-19 16:05:17 main:574] : INFO : Epoch 2039 | loss: 0.0311613 | val_loss: 0.0311747 | Time: 1111.09 ms
[2022-04-19 16:05:18 main:574] : INFO : Epoch 2040 | loss: 0.031162 | val_loss: 0.0311784 | Time: 1114.12 ms
[2022-04-19 16:05:19 main:574] : INFO : Epoch 2041 | loss: 0.0311619 | val_loss: 0.0311718 | Time: 1113.96 ms
[2022-04-19 16:05:21 main:574] : INFO : Epoch 2042 | loss: 0.0311597 | val_loss: 0.0311736 | Time: 1110.37 ms
[2022-04-19 16:05:22 main:574] : INFO : Epoch 2043 | loss: 0.0311622 | val_loss: 0.0311703 | Time: 1114.02 ms
[2022-04-19 16:05:23 main:574] : INFO : Epoch 2044 | loss: 0.0311636 | val_loss: 0.0311734 | Time: 1111.23 ms
[2022-04-19 16:05:24 main:574] : INFO : Epoch 2045 | loss: 0.0311594 | val_loss: 0.0311725 | Time: 1112.95 ms
[2022-04-19 16:05:25 main:574] : INFO : Epoch 2046 | loss: 0.0311601 | val_loss: 0.0311793 | Time: 1114.41 ms
[2022-04-19 16:05:27 main:574] : INFO : Epoch 2047 | loss: 0.0311586 | val_loss: 0.0311701 | Time: 1113.34 ms
[2022-04-19 16:05:28 main:574] : INFO : Epoch 2048 | loss: 0.0311585 | val_loss: 0.0311748 | Time: 1111.04 ms
[2022-04-19 16:05:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311748
[2022-04-19 16:05:28 main:603] : INFO : Saving end state to config to file
[2022-04-19 16:05:28 main:608] : INFO : Success, exiting..
16:05:28 (8196): 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)