Task 12803949
| Name | ParityModified-1645997210-18374-2-0_0 |
| Workunit | 9950578 |
| Created | 9 Mar 2022, 0:29:10 UTC |
| Sent | 10 Mar 2022, 22:53:39 UTC |
| Report deadline | 18 Mar 2022, 22:53:39 UTC |
| Received | 11 Mar 2022, 3:31:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17406 |
| Run time | 1 hours 15 min 9 sec |
| CPU time | 1 hours 13 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,889.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311286 | val_loss: 0.0311515 | Time: 2613.88 ms
[2022-03-10 21:10:59 main:574] : INFO : Epoch 1543 | loss: 0.031126 | val_loss: 0.0311442 | Time: 2168.06 ms
[2022-03-10 21:11:01 main:574] : INFO : Epoch 1544 | loss: 0.0311288 | val_loss: 0.0311456 | Time: 2230.19 ms
[2022-03-10 21:11:03 main:574] : INFO : Epoch 1545 | loss: 0.031126 | val_loss: 0.0311432 | Time: 2473.64 ms
[2022-03-10 21:11:06 main:574] : INFO : Epoch 1546 | loss: 0.0311249 | val_loss: 0.031142 | Time: 2212.95 ms
[2022-03-10 21:11:08 main:574] : INFO : Epoch 1547 | loss: 0.0311251 | val_loss: 0.0311419 | Time: 2750.16 ms
[2022-03-10 21:11:10 main:574] : INFO : Epoch 1548 | loss: 0.031123 | val_loss: 0.0311471 | Time: 2064.2 ms
[2022-03-10 21:11:13 main:574] : INFO : Epoch 1549 | loss: 0.0311254 | val_loss: 0.0311492 | Time: 2436.73 ms
[2022-03-10 21:11:15 main:574] : INFO : Epoch 1550 | loss: 0.0311289 | val_loss: 0.0311503 | Time: 2378.58 ms
[2022-03-10 21:11:17 main:574] : INFO : Epoch 1551 | loss: 0.0311329 | val_loss: 0.0311466 | Time: 2078.82 ms
[2022-03-10 21:11:20 main:574] : INFO : Epoch 1552 | loss: 0.0311373 | val_loss: 0.0311509 | Time: 2845.11 ms
[2022-03-10 21:11:22 main:574] : INFO : Epoch 1553 | loss: 0.0311396 | val_loss: 0.0311501 | Time: 2042.05 ms
[2022-03-10 21:11:25 main:574] : INFO : Epoch 1554 | loss: 0.0311349 | val_loss: 0.0311463 | Time: 2593.59 ms
[2022-03-10 21:11:27 main:574] : INFO : Epoch 1555 | loss: 0.0311304 | val_loss: 0.0311534 | Time: 2339.05 ms
[2022-03-10 21:11:29 main:574] : INFO : Epoch 1556 | loss: 0.0311326 | val_loss: 0.0311504 | Time: 2114.66 ms
[2022-03-10 21:11:32 main:574] : INFO : Epoch 1557 | loss: 0.03113 | val_loss: 0.0311439 | Time: 3046.76 ms
[2022-03-10 21:11:35 main:574] : INFO : Epoch 1558 | loss: 0.031128 | val_loss: 0.0311467 | Time: 2847.68 ms
[2022-03-10 21:11:38 main:574] : INFO : Epoch 1559 | loss: 0.031129 | val_loss: 0.0311473 | Time: 2361.5 ms
[2022-03-10 21:11:41 main:574] : INFO : Epoch 1560 | loss: 0.03113 | val_loss: 0.0311493 | Time: 3024.23 ms
[2022-03-10 21:11:43 main:574] : INFO : Epoch 1561 | loss: 0.0311305 | val_loss: 0.0311461 | Time: 2352.87 ms
[2022-03-10 21:11:46 main:574] : INFO : Epoch 1562 | loss: 0.0311327 | val_loss: 0.0311494 | Time: 2520.58 ms
[2022-03-10 21:11:49 main:574] : INFO : Epoch 1563 | loss: 0.0311296 | val_loss: 0.0311463 | Time: 3028.78 ms
[2022-03-10 21:11:51 main:574] : INFO : Epoch 1564 | loss: 0.0311285 | val_loss: 0.031148 | Time: 2367.19 ms
[2022-03-10 21:11:53 main:574] : INFO : Epoch 1565 | loss: 0.0311299 | val_loss: 0.0311457 | Time: 2493.28 ms
[2022-03-10 21:11:56 main:574] : INFO : Epoch 1566 | loss: 0.0311338 | val_loss: 0.0311519 | Time: 3019.22 ms
[2022-03-10 21:11:59 main:574] : INFO : Epoch 1567 | loss: 0.0311323 | val_loss: 0.0311504 | Time: 2243.93 ms
[2022-03-10 21:12:01 main:574] : INFO : Epoch 1568 | loss: 0.0311332 | val_loss: 0.0311481 | Time: 2390.97 ms
[2022-03-10 21:12:03 main:574] : INFO : Epoch 1569 | loss: 0.0311321 | val_loss: 0.031147 | Time: 2347.87 ms
[2022-03-10 21:12:06 main:574] : INFO : Epoch 1570 | loss: 0.0311341 | val_loss: 0.0311478 | Time: 2227.37 ms
[2022-03-10 21:12:09 main:574] : INFO : Epoch 1571 | loss: 0.0311337 | val_loss: 0.0311436 | Time: 2886.52 ms
[2022-03-10 21:12:11 main:574] : INFO : Epoch 1572 | loss: 0.0311336 | val_loss: 0.0311476 | Time: 2007.23 ms
[2022-03-10 21:12:13 main:574] : INFO : Epoch 1573 | loss: 0.0311315 | val_loss: 0.0311439 | Time: 2545.16 ms
[2022-03-10 21:12:16 main:574] : INFO : Epoch 1574 | loss: 0.0311298 | val_loss: 0.0311448 | Time: 2414.14 ms
[2022-03-10 21:12:18 main:574] : INFO : Epoch 1575 | loss: 0.0311296 | val_loss: 0.0311457 | Time: 2721.64 ms
[2022-03-10 21:12:21 main:574] : INFO : Epoch 1576 | loss: 0.0311297 | val_loss: 0.0311458 | Time: 2635.34 ms
[2022-03-10 21:12:23 main:574] : INFO : Epoch 1577 | loss: 0.0311286 | val_loss: 0.0311425 | Time: 2199.04 ms
[2022-03-10 21:12:25 main:574] : INFO : Epoch 1578 | loss: 0.0311255 | val_loss: 0.0311424 | Time: 2289.5 ms
[2022-03-10 21:12:28 main:574] : INFO : Epoch 1579 | loss: 0.0311261 | val_loss: 0.0311431 | Time: 2645.11 ms
[2022-03-10 21:12:30 main:574] : INFO : Epoch 1580 | loss: 0.031128 | val_loss: 0.0311475 | Time: 2039.94 ms
[2022-03-10 21:12:33 main:574] : INFO : Epoch 1581 | loss: 0.0311281 | val_loss: 0.0311422 | Time: 2741.16 ms
[2022-03-10 21:12:35 main:574] : INFO : Epoch 1582 | loss: 0.0311255 | val_loss: 0.0311449 | Time: 2187.82 ms
[2022-03-10 21:12:37 main:574] : INFO : Epoch 1583 | loss: 0.0311273 | val_loss: 0.0311428 | Time: 2398.49 ms
[2022-03-10 21:12:40 main:574] : INFO : Epoch 1584 | loss: 0.0311262 | val_loss: 0.0311409 | Time: 2664.2 ms
[2022-03-10 21:12:42 main:574] : INFO : Epoch 1585 | loss: 0.0311259 | val_loss: 0.0311429 | Time: 1982.36 ms
[2022-03-10 21:12:45 main:574] : INFO : Epoch 1586 | loss: 0.0311244 | val_loss: 0.0311443 | Time: 2832.08 ms
[2022-03-10 21:12:47 main:574] : INFO : Epoch 1587 | loss: 0.0311248 | val_loss: 0.0311417 | Time: 2159.87 ms
[2022-03-10 21:12:49 main:574] : INFO : Epoch 1588 | loss: 0.031127 | val_loss: 0.0311422 | Time: 2341.73 ms
[2022-03-10 21:12:52 main:574] : INFO : Epoch 1589 | loss: 0.0311306 | val_loss: 0.031148 | Time: 2647.59 ms
[2022-03-10 21:12:54 main:574] : INFO : Epoch 1590 | loss: 0.0311324 | val_loss: 0.031146 | Time: 1987.97 ms
[2022-03-10 21:12:57 main:574] : INFO : Epoch 1591 | loss: 0.0311331 | val_loss: 0.0311477 | Time: 2719.78 ms
[2022-03-10 21:12:59 main:574] : INFO : Epoch 1592 | loss: 0.0311319 | val_loss: 0.0311423 | Time: 2199.95 ms
[2022-03-10 21:13:01 main:574] : INFO : Epoch 1593 | loss: 0.0311338 | val_loss: 0.0311432 | Time: 2335.8 ms
[2022-03-10 21:13:04 main:574] : INFO : Epoch 1594 | loss: 0.0311349 | val_loss: 0.0311436 | Time: 2262.07 ms
[2022-03-10 21:13:06 main:574] : INFO : Epoch 1595 | loss: 0.0311312 | val_loss: 0.0311436 | Time: 2131.83 ms
[2022-03-10 21:13:08 main:574] : INFO : Epoch 1596 | loss: 0.031131 | val_loss: 0.0311399 | Time: 2615.51 ms
[2022-03-10 21:13:10 main:574] : INFO : Epoch 1597 | loss: 0.0311292 | val_loss: 0.0311421 | Time: 1923.26 ms
[2022-03-10 21:13:13 main:574] : INFO : Epoch 1598 | loss: 0.0311291 | val_loss: 0.0311428 | Time: 2747.82 ms
[2022-03-10 21:13:15 main:574] : INFO : Epoch 1599 | loss: 0.0311324 | val_loss: 0.0311452 | Time: 2174.41 ms
[2022-03-10 21:13:18 main:574] : INFO : Epoch 1600 | loss: 0.0311265 | val_loss: 0.0311461 | Time: 2514.75 ms
[2022-03-10 21:13:20 main:574] : INFO : Epoch 1601 | loss: 0.0311309 | val_loss: 0.0311445 | Time: 2051.39 ms
[2022-03-10 21:13:21 main:574] : INFO : Epoch 1602 | loss: 0.0311313 | val_loss: 0.0311495 | Time: 1567.44 ms
[2022-03-10 21:13:23 main:574] : INFO : Epoch 1603 | loss: 0.031134 | val_loss: 0.0311489 | Time: 1623.76 ms
[2022-03-10 21:13:25 main:574] : INFO : Epoch 1604 | loss: 0.0311317 | val_loss: 0.031146 | Time: 1782.58 ms
[2022-03-10 21:13:26 main:574] : INFO : Epoch 1605 | loss: 0.0311309 | val_loss: 0.0311492 | Time: 1580.52 ms
[2022-03-10 21:13:28 main:574] : INFO : Epoch 1606 | loss: 0.0311332 | val_loss: 0.0311507 | Time: 1696.46 ms
[2022-03-10 21:13:30 main:574] : INFO : Epoch 1607 | loss: 0.0311364 | val_loss: 0.0311502 | Time: 1659.98 ms
[2022-03-10 21:13:31 main:574] : INFO : Epoch 1608 | loss: 0.031134 | val_loss: 0.0311529 | Time: 1749.99 ms
[2022-03-10 21:13:33 main:574] : INFO : Epoch 1609 | loss: 0.0311328 | val_loss: 0.0311475 | Time: 1727.78 ms
[2022-03-10 21:13:35 main:574] : INFO : Epoch 1610 | loss: 0.0311326 | val_loss: 0.0311453 | Time: 1709.99 ms
[2022-03-10 21:13:37 main:574] : INFO : Epoch 1611 | loss: 0.0311334 | val_loss: 0.0311443 | Time: 1755.22 ms
[2022-03-10 21:13:38 main:574] : INFO : Epoch 1612 | loss: 0.031131 | val_loss: 0.0311455 | Time: 1551.81 ms
[2022-03-10 21:13:40 main:574] : INFO : Epoch 1613 | loss: 0.0311332 | val_loss: 0.0311472 | Time: 1651.35 ms
[2022-03-10 21:13:41 main:574] : INFO : Epoch 1614 | loss: 0.0311314 | val_loss: 0.0311496 | Time: 1640.4 ms
[2022-03-10 21:13:43 main:574] : INFO : Epoch 1615 | loss: 0.0311313 | val_loss: 0.0311529 | Time: 1685.63 ms
[2022-03-10 21:13:45 main:574] : INFO : Epoch 1616 | loss: 0.03113 | val_loss: 0.0311432 | Time: 1686.31 ms
[2022-03-10 21:13:46 main:574] : INFO : Epoch 1617 | loss: 0.0311281 | val_loss: 0.0311459 | Time: 1594.07 ms
[2022-03-10 21:13:48 main:574] : INFO : Epoch 1618 | loss: 0.0311304 | val_loss: 0.0311452 | Time: 1646.53 ms
[2022-03-10 21:13:50 main:574] : INFO : Epoch 1619 | loss: 0.0311332 | val_loss: 0.0311433 | Time: 1702.78 ms
[2022-03-10 21:13:51 main:574] : INFO : Epoch 1620 | loss: 0.031132 | val_loss: 0.0311427 | Time: 1659.81 ms
[2022-03-10 21:13:53 main:574] : INFO : Epoch 1621 | loss: 0.0311299 | val_loss: 0.0311489 | Time: 1615.01 ms
[2022-03-10 21:13:55 main:574] : INFO : Epoch 1622 | loss: 0.0311298 | val_loss: 0.0311439 | Time: 1606.34 ms
[2022-03-10 21:13:57 main:574] : INFO : Epoch 1623 | loss: 0.0311274 | val_loss: 0.0311432 | Time: 1814.23 ms
[2022-03-10 21:13:58 main:574] : INFO : Epoch 1624 | loss: 0.0311274 | val_loss: 0.0311437 | Time: 1603.18 ms
[2022-03-10 21:14:00 main:574] : INFO : Epoch 1625 | loss: 0.0311301 | val_loss: 0.031145 | Time: 1603.97 ms
[2022-03-10 21:14:01 main:574] : INFO : Epoch 1626 | loss: 0.0311321 | val_loss: 0.031146 | Time: 1625.22 ms
[2022-03-10 21:14:03 main:574] : INFO : Epoch 1627 | loss: 0.03113 | val_loss: 0.0311444 | Time: 1679.41 ms
[2022-03-10 21:14:05 main:574] : INFO : Epoch 1628 | loss: 0.0311313 | val_loss: 0.0311461 | Time: 1609.46 ms
[2022-03-10 21:14:06 main:574] : INFO : Epoch 1629 | loss: 0.0311405 | val_loss: 0.0311528 | Time: 1687.29 ms
[2022-03-10 21:14:09 main:574] : INFO : Epoch 1630 | loss: 0.0311399 | val_loss: 0.0311478 | Time: 2280.96 ms
[2022-03-10 21:14:11 main:574] : INFO : Epoch 1631 | loss: 0.0311424 | val_loss: 0.0311434 | Time: 2037.25 ms
[2022-03-10 21:14:13 main:574] : INFO : Epoch 1632 | loss: 0.0311365 | val_loss: 0.0311522 | Time: 2747.63 ms
[2022-03-10 21:14:16 main:574] : INFO : Epoch 1633 | loss: 0.0311325 | val_loss: 0.0311464 | Time: 2448.27 ms
[2022-03-10 21:14:18 main:574] : INFO : Epoch 1634 | loss: 0.0311296 | val_loss: 0.031145 | Time: 2156.28 ms
[2022-03-10 21:14:21 main:574] : INFO : Epoch 1635 | loss: 0.0311271 | val_loss: 0.0311461 | Time: 2814.76 ms
[2022-03-10 21:14:23 main:574] : INFO : Epoch 1636 | loss: 0.0311268 | val_loss: 0.0311475 | Time: 2101.27 ms
[2022-03-10 21:14:25 main:574] : INFO : Epoch 1637 | loss: 0.031127 | val_loss: 0.031143 | Time: 2557.73 ms
[2022-03-10 21:14:28 main:574] : INFO : Epoch 1638 | loss: 0.0311257 | val_loss: 0.031145 | Time: 2407.71 ms
[2022-03-10 21:14:30 main:574] : INFO : Epoch 1639 | loss: 0.0311247 | val_loss: 0.0311467 | Time: 2078.59 ms
[2022-03-10 21:14:33 main:574] : INFO : Epoch 1640 | loss: 0.0311231 | val_loss: 0.0311438 | Time: 2623.36 ms
[2022-03-10 21:14:35 main:574] : INFO : Epoch 1641 | loss: 0.0311248 | val_loss: 0.0311457 | Time: 2129.48 ms
[2022-03-10 21:14:37 main:574] : INFO : Epoch 1642 | loss: 0.0311233 | val_loss: 0.0311411 | Time: 2596.54 ms
[2022-03-10 21:14:40 main:574] : INFO : Epoch 1643 | loss: 0.0311233 | val_loss: 0.0311455 | Time: 2167.35 ms
[2022-03-10 21:14:42 main:574] : INFO : Epoch 1644 | loss: 0.0311256 | val_loss: 0.0311426 | Time: 2350.64 ms
[2022-03-10 21:14:44 main:574] : INFO : Epoch 1645 | loss: 0.0311264 | val_loss: 0.031144 | Time: 2576.11 ms
[2022-03-10 21:14:46 main:574] : INFO : Epoch 1646 | loss: 0.0311259 | val_loss: 0.0311435 | Time: 1954.69 ms
[2022-03-10 21:14:49 main:574] : INFO : Epoch 1647 | loss: 0.031125 | val_loss: 0.0311446 | Time: 2773.45 ms
[2022-03-10 21:14:51 main:574] : INFO : Epoch 1648 | loss: 0.0311238 | val_loss: 0.0311412 | Time: 2010.6 ms
[2022-03-10 21:14:54 main:574] : INFO : Epoch 1649 | loss: 0.0311276 | val_loss: 0.0311485 | Time: 2489.39 ms
[2022-03-10 21:14:56 main:574] : INFO : Epoch 1650 | loss: 0.0311311 | val_loss: 0.0311496 | Time: 2426.04 ms
[2022-03-10 21:14:58 main:574] : INFO : Epoch 1651 | loss: 0.0311265 | val_loss: 0.0311427 | Time: 2143.61 ms
[2022-03-10 21:15:01 main:574] : INFO : Epoch 1652 | loss: 0.0311251 | val_loss: 0.0311454 | Time: 2852.24 ms
[2022-03-10 21:15:03 main:574] : INFO : Epoch 1653 | loss: 0.0311256 | val_loss: 0.0311428 | Time: 2079.92 ms
[2022-03-10 21:15:06 main:574] : INFO : Epoch 1654 | loss: 0.031124 | val_loss: 0.0311452 | Time: 2541.89 ms
[2022-03-10 21:15:08 main:574] : INFO : Epoch 1655 | loss: 0.0311235 | val_loss: 0.0311412 | Time: 2606.87 ms
[2022-03-10 21:15:10 main:574] : INFO : Epoch 1656 | loss: 0.0311206 | val_loss: 0.0311423 | Time: 2041.64 ms
[2022-03-10 21:15:13 main:574] : INFO : Epoch 1657 | loss: 0.0311215 | val_loss: 0.0311535 | Time: 2786.01 ms
[2022-03-10 21:15:15 main:574] : INFO : Epoch 1658 | loss: 0.0311252 | val_loss: 0.0311457 | Time: 1570.73 ms
[2022-03-10 21:15:17 main:574] : INFO : Epoch 1659 | loss: 0.0311249 | val_loss: 0.0311496 | Time: 2106.77 ms
[2022-03-10 21:15:18 main:574] : INFO : Epoch 1660 | loss: 0.0311282 | val_loss: 0.031144 | Time: 1359.43 ms
[2022-03-10 21:15:20 main:574] : INFO : Epoch 1661 | loss: 0.0311253 | val_loss: 0.0311432 | Time: 2036.85 ms
[2022-03-10 21:15:22 main:574] : INFO : Epoch 1662 | loss: 0.0311249 | val_loss: 0.0311449 | Time: 1609.55 ms
[2022-03-10 21:15:24 main:574] : INFO : Epoch 1663 | loss: 0.0311273 | val_loss: 0.0311445 | Time: 1849.13 ms
[2022-03-10 21:15:26 main:574] : INFO : Epoch 1664 | loss: 0.0311265 | val_loss: 0.0311406 | Time: 1925.16 ms
[2022-03-10 21:15:27 main:574] : INFO : Epoch 1665 | loss: 0.0311265 | val_loss: 0.0311447 | Time: 1472.83 ms
[2022-03-10 21:15:29 main:574] : INFO : Epoch 1666 | loss: 0.0311258 | val_loss: 0.0311464 | Time: 2205.61 ms
[2022-03-10 21:15:31 main:574] : INFO : Epoch 1667 | loss: 0.0311298 | val_loss: 0.0311444 | Time: 1309.48 ms
[2022-03-10 21:15:33 main:574] : INFO : Epoch 1668 | loss: 0.0311262 | val_loss: 0.0311453 | Time: 2092.43 ms
[2022-03-10 21:15:34 main:574] : INFO : Epoch 1669 | loss: 0.0311267 | val_loss: 0.0311495 | Time: 1439.17 ms
[2022-03-10 21:15:36 main:574] : INFO : Epoch 1670 | loss: 0.0311314 | val_loss: 0.0311457 | Time: 2026.18 ms
[2022-03-10 21:15:38 main:574] : INFO : Epoch 1671 | loss: 0.0311317 | val_loss: 0.0311474 | Time: 1762.16 ms
[2022-03-10 21:15:40 main:574] : INFO : Epoch 1672 | loss: 0.0311324 | val_loss: 0.0311444 | Time: 1896.89 ms
[2022-03-10 21:15:42 main:574] : INFO : Epoch 1673 | loss: 0.0311307 | val_loss: 0.0311472 | Time: 1851.1 ms
[2022-03-10 21:15:43 main:574] : INFO : Epoch 1674 | loss: 0.0311329 | val_loss: 0.0311417 | Time: 1591.45 ms
[2022-03-10 21:15:45 main:574] : INFO : Epoch 1675 | loss: 0.0311292 | val_loss: 0.0311434 | Time: 2085.7 ms
[2022-03-10 21:15:47 main:574] : INFO : Epoch 1676 | loss: 0.0311241 | val_loss: 0.031145 | Time: 1467.05 ms
[2022-03-10 21:15:49 main:574] : INFO : Epoch 1677 | loss: 0.0311237 | val_loss: 0.0311447 | Time: 2148.2 ms
[2022-03-10 21:15:50 main:574] : INFO : Epoch 1678 | loss: 0.0311222 | val_loss: 0.0311428 | Time: 1304.58 ms
[2022-03-10 21:15:52 main:574] : INFO : Epoch 1679 | loss: 0.0311222 | val_loss: 0.0311394 | Time: 2082.11 ms
[2022-03-10 21:15:54 main:574] : INFO : Epoch 1680 | loss: 0.0311256 | val_loss: 0.031148 | Time: 1571.94 ms
[2022-03-10 21:15:56 main:574] : INFO : Epoch 1681 | loss: 0.031131 | val_loss: 0.0311434 | Time: 1824.18 ms
[2022-03-10 21:15:58 main:574] : INFO : Epoch 1682 | loss: 0.031126 | val_loss: 0.0311427 | Time: 1882.23 ms
[2022-03-10 21:15:59 main:574] : INFO : Epoch 1683 | loss: 0.0311258 | val_loss: 0.031141 | Time: 1603.91 ms
[2022-03-10 21:16:01 main:574] : INFO : Epoch 1684 | loss: 0.0311232 | val_loss: 0.0311416 | Time: 2131.03 ms
[2022-03-10 21:16:03 main:574] : INFO : Epoch 1685 | loss: 0.0311231 | val_loss: 0.0311461 | Time: 1514.55 ms
[2022-03-10 21:16:05 main:574] : INFO : Epoch 1686 | loss: 0.0311257 | val_loss: 0.0311472 | Time: 2144.57 ms
[2022-03-10 21:16:06 main:574] : INFO : Epoch 1687 | loss: 0.0311306 | val_loss: 0.0311432 | Time: 1405.86 ms
[2022-03-10 21:16:09 main:574] : INFO : Epoch 1688 | loss: 0.0311299 | val_loss: 0.031146 | Time: 2105.32 ms
[2022-03-10 21:16:10 main:574] : INFO : Epoch 1689 | loss: 0.0311277 | val_loss: 0.0311448 | Time: 1623.81 ms
[2022-03-10 21:16:12 main:574] : INFO : Epoch 1690 | loss: 0.0311254 | val_loss: 0.031142 | Time: 1984.57 ms
[2022-03-10 21:16:14 main:574] : INFO : Epoch 1691 | loss: 0.0311234 | val_loss: 0.0311415 | Time: 1741.3 ms
[2022-03-10 21:16:16 main:574] : INFO : Epoch 1692 | loss: 0.0311249 | val_loss: 0.0311441 | Time: 1676.55 ms
[2022-03-10 21:16:18 main:574] : INFO : Epoch 1693 | loss: 0.0311246 | val_loss: 0.0311433 | Time: 2034.19 ms
[2022-03-10 21:16:19 main:574] : INFO : Epoch 1694 | loss: 0.0311244 | val_loss: 0.0311404 | Time: 1526.62 ms
[2022-03-10 21:16:21 main:574] : INFO : Epoch 1695 | loss: 0.0311245 | val_loss: 0.0311422 | Time: 2182.91 ms
[2022-03-10 21:16:23 main:574] : INFO : Epoch 1696 | loss: 0.0311244 | val_loss: 0.0311407 | Time: 1398.47 ms
[2022-03-10 21:16:25 main:574] : INFO : Epoch 1697 | loss: 0.031124 | val_loss: 0.0311429 | Time: 2100.75 ms
[2022-03-10 21:16:26 main:574] : INFO : Epoch 1698 | loss: 0.03113 | val_loss: 0.0311489 | Time: 1399.97 ms
[2022-03-10 21:16:28 main:574] : INFO : Epoch 1699 | loss: 0.0311403 | val_loss: 0.0311681 | Time: 2035.03 ms
[2022-03-10 21:16:30 main:574] : INFO : Epoch 1700 | loss: 0.0311381 | val_loss: 0.0311482 | Time: 1651.21 ms
[2022-03-10 21:16:32 main:574] : INFO : Epoch 1701 | loss: 0.0311355 | val_loss: 0.0311498 | Time: 1763.48 ms
[2022-03-10 21:16:34 main:574] : INFO : Epoch 1702 | loss: 0.0311363 | val_loss: 0.0311604 | Time: 1992.39 ms
[2022-03-10 21:16:35 main:574] : INFO : Epoch 1703 | loss: 0.031135 | val_loss: 0.0311453 | Time: 1453.51 ms
[2022-03-10 21:16:37 main:574] : INFO : Epoch 1704 | loss: 0.0311325 | val_loss: 0.031146 | Time: 2163.04 ms
[2022-03-10 21:16:39 main:574] : INFO : Epoch 1705 | loss: 0.03113 | val_loss: 0.0311426 | Time: 1264.04 ms
[2022-03-10 21:16:41 main:574] : INFO : Epoch 1706 | loss: 0.0311254 | val_loss: 0.0311474 | Time: 2034.86 ms
[2022-03-10 21:16:42 main:574] : INFO : Epoch 1707 | loss: 0.0311252 | val_loss: 0.0311455 | Time: 1602.73 ms
[2022-03-10 21:16:44 main:574] : INFO : Epoch 1708 | loss: 0.0311274 | val_loss: 0.0311525 | Time: 1838.92 ms
[2022-03-10 21:16:46 main:574] : INFO : Epoch 1709 | loss: 0.0311283 | val_loss: 0.0311431 | Time: 1810.04 ms
[2022-03-10 21:16:48 main:574] : INFO : Epoch 1710 | loss: 0.0311276 | val_loss: 0.0311445 | Time: 1614.49 ms
[2022-03-10 21:16:50 main:574] : INFO : Epoch 1711 | loss: 0.0311251 | val_loss: 0.0311422 | Time: 2123.17 ms
[2022-03-10 21:16:51 main:574] : INFO : Epoch 1712 | loss: 0.0311248 | val_loss: 0.0311462 | Time: 1399.59 ms
[2022-03-10 21:16:53 main:574] : INFO : Epoch 1713 | loss: 0.0311254 | val_loss: 0.031145 | Time: 2124.8 ms
[2022-03-10 21:16:55 main:574] : INFO : Epoch 1714 | loss: 0.0311245 | val_loss: 0.031144 | Time: 1391.85 ms
[2022-03-10 21:16:57 main:574] : INFO : Epoch 1715 | loss: 0.0311262 | val_loss: 0.0311499 | Time: 2069.78 ms
[2022-03-10 21:16:58 main:574] : INFO : Epoch 1716 | loss: 0.0311243 | val_loss: 0.0311491 | Time: 1569.74 ms
[2022-03-10 21:17:00 main:574] : INFO : Epoch 1717 | loss: 0.0311234 | val_loss: 0.0311441 | Time: 1834.98 ms
[2022-03-10 21:17:02 main:574] : INFO : Epoch 1718 | loss: 0.0311217 | val_loss: 0.0311451 | Time: 1907.64 ms
[2022-03-10 21:17:04 main:574] : INFO : Epoch 1719 | loss: 0.0311247 | val_loss: 0.0311445 | Time: 1535.24 ms
[2022-03-10 21:17:06 main:574] : INFO : Epoch 1720 | loss: 0.0311217 | val_loss: 0.0311427 | Time: 2112.32 ms
[2022-03-10 21:17:07 main:574] : INFO : Epoch 1721 | loss: 0.0311203 | val_loss: 0.0311397 | Time: 1417.01 ms
[2022-03-10 21:17:09 main:574] : INFO : Epoch 1722 | loss: 0.0311201 | val_loss: 0.0311455 | Time: 2157.93 ms
[2022-03-10 21:17:11 main:574] : INFO : Epoch 1723 | loss: 0.0311216 | val_loss: 0.0311454 | Time: 1472.61 ms
[2022-03-10 21:17:13 main:574] : INFO : Epoch 1724 | loss: 0.0311211 | val_loss: 0.031145 | Time: 1976.53 ms
[2022-03-10 21:17:14 main:574] : INFO : Epoch 1725 | loss: 0.0311205 | val_loss: 0.0311448 | Time: 1641.69 ms
[2022-03-10 21:17:16 main:574] : INFO : Epoch 1726 | loss: 0.0311259 | val_loss: 0.0311399 | Time: 1739.82 ms
[2022-03-10 21:17:18 main:574] : INFO : Epoch 1727 | loss: 0.0311309 | val_loss: 0.0311389 | Time: 1854.3 ms
[2022-03-10 21:17:19 main:574] : INFO : Epoch 1728 | loss: 0.0311299 | val_loss: 0.0311432 | Time: 1553.33 ms
[2022-03-10 21:17:22 main:574] : INFO : Epoch 1729 | loss: 0.0311275 | val_loss: 0.03114 | Time: 2057.6 ms
[2022-03-10 21:17:23 main:574] : INFO : Epoch 1730 | loss: 0.0311298 | val_loss: 0.0311432 | Time: 1499.19 ms
[2022-03-10 21:17:25 main:574] : INFO : Epoch 1731 | loss: 0.0311266 | val_loss: 0.0311445 | Time: 2092.55 ms
[2022-03-10 21:17:27 main:574] : INFO : Epoch 1732 | loss: 0.0311259 | val_loss: 0.0311449 | Time: 1494.97 ms
[2022-03-10 21:17:29 main:574] : INFO : Epoch 1733 | loss: 0.0311243 | val_loss: 0.0311431 | Time: 2017.36 ms
[2022-03-10 21:17:30 main:574] : INFO : Epoch 1734 | loss: 0.0311248 | val_loss: 0.0311433 | Time: 1657.22 ms
[2022-03-10 21:17:32 main:574] : INFO : Epoch 1735 | loss: 0.0311242 | val_loss: 0.031143 | Time: 1707.46 ms
[2022-03-10 21:17:34 main:574] : INFO : Epoch 1736 | loss: 0.0311252 | val_loss: 0.0311432 | Time: 1959.41 ms
[2022-03-10 21:17:35 main:574] : INFO : Epoch 1737 | loss: 0.0311249 | val_loss: 0.0311424 | Time: 1438.9 ms
[2022-03-10 21:17:38 main:574] : INFO : Epoch 1738 | loss: 0.0311235 | val_loss: 0.0311438 | Time: 2108.98 ms
[2022-03-10 21:17:39 main:574] : INFO : Epoch 1739 | loss: 0.0311242 | val_loss: 0.031145 | Time: 1406.08 ms
[2022-03-10 21:17:41 main:574] : INFO : Epoch 1740 | loss: 0.0311288 | val_loss: 0.0311455 | Time: 2104.09 ms
[2022-03-10 21:17:43 main:574] : INFO : Epoch 1741 | loss: 0.0311235 | val_loss: 0.0311423 | Time: 1556.82 ms
[2022-03-10 21:17:45 main:574] : INFO : Epoch 1742 | loss: 0.0311213 | val_loss: 0.0311382 | Time: 1997.37 ms
[2022-03-10 21:17:46 main:574] : INFO : Epoch 1743 | loss: 0.031119 | val_loss: 0.0311429 | Time: 1642.55 ms
[2022-03-10 21:17:48 main:574] : INFO : Epoch 1744 | loss: 0.0311194 | val_loss: 0.0311411 | Time: 1723.88 ms
[2022-03-10 21:17:50 main:574] : INFO : Epoch 1745 | loss: 0.0311191 | val_loss: 0.0311361 | Time: 2023.1 ms
[2022-03-10 21:17:51 main:574] : INFO : Epoch 1746 | loss: 0.0311203 | val_loss: 0.0311397 | Time: 1490.81 ms
[2022-03-10 21:17:54 main:574] : INFO : Epoch 1747 | loss: 0.0311195 | val_loss: 0.0311434 | Time: 2132.55 ms
[2022-03-10 21:17:55 main:574] : INFO : Epoch 1748 | loss: 0.0311219 | val_loss: 0.0311435 | Time: 1371.24 ms
[2022-03-10 21:17:57 main:574] : INFO : Epoch 1749 | loss: 0.0311207 | val_loss: 0.0311415 | Time: 2131.89 ms
[2022-03-10 21:17:59 main:574] : INFO : Epoch 1750 | loss: 0.0311192 | val_loss: 0.0311414 | Time: 1508.96 ms
[2022-03-10 21:18:01 main:574] : INFO : Epoch 1751 | loss: 0.0311198 | val_loss: 0.0311384 | Time: 1946.88 ms
[2022-03-10 21:18:02 main:574] : INFO : Epoch 1752 | loss: 0.0311208 | val_loss: 0.0311401 | Time: 1723.32 ms
[2022-03-10 21:18:04 main:574] : INFO : Epoch 1753 | loss: 0.0311198 | val_loss: 0.0311436 | Time: 1664.45 ms
[2022-03-10 21:18:06 main:574] : INFO : Epoch 1754 | loss: 0.0311248 | val_loss: 0.0311462 | Time: 2000.61 ms
[2022-03-10 21:18:07 main:574] : INFO : Epoch 1755 | loss: 0.0311296 | val_loss: 0.0311476 | Time: 1479.21 ms
[2022-03-10 21:18:10 main:574] : INFO : Epoch 1756 | loss: 0.0311303 | val_loss: 0.0311473 | Time: 2076.17 ms
[2022-03-10 21:18:11 main:574] : INFO : Epoch 1757 | loss: 0.03113 | val_loss: 0.031146 | Time: 1258.4 ms
[2022-03-10 21:18:13 main:574] : INFO : Epoch 1758 | loss: 0.0311381 | val_loss: 0.031146 | Time: 2064.17 ms
[2022-03-10 21:18:14 main:574] : INFO : Epoch 1759 | loss: 0.0311354 | val_loss: 0.0311463 | Time: 1600.76 ms
[2022-03-10 21:18:16 main:574] : INFO : Epoch 1760 | loss: 0.0311354 | val_loss: 0.0311459 | Time: 1786.55 ms
[2022-03-10 21:18:18 main:574] : INFO : Epoch 1761 | loss: 0.031137 | val_loss: 0.0311494 | Time: 1842.47 ms
[2022-03-10 21:18:20 main:574] : INFO : Epoch 1762 | loss: 0.0311346 | val_loss: 0.0311405 | Time: 1473.74 ms
[2022-03-10 21:18:22 main:574] : INFO : Epoch 1763 | loss: 0.0311328 | val_loss: 0.0311422 | Time: 2088.85 ms
[2022-03-10 21:18:23 main:574] : INFO : Epoch 1764 | loss: 0.0311298 | val_loss: 0.0311435 | Time: 1220.61 ms
[2022-03-10 21:18:25 main:574] : INFO : Epoch 1765 | loss: 0.0311277 | val_loss: 0.0311401 | Time: 2084.71 ms
[2022-03-10 21:18:27 main:574] : INFO : Epoch 1766 | loss: 0.031127 | val_loss: 0.0311366 | Time: 1623.36 ms
[2022-03-10 21:18:28 main:574] : INFO : Epoch 1767 | loss: 0.0311252 | val_loss: 0.0311401 | Time: 1785.88 ms
[2022-03-10 21:18:30 main:574] : INFO : Epoch 1768 | loss: 0.0311261 | val_loss: 0.0311448 | Time: 1870.35 ms
[2022-03-10 21:18:32 main:574] : INFO : Epoch 1769 | loss: 0.0311276 | val_loss: 0.031142 | Time: 1608.99 ms
[2022-03-10 21:18:34 main:574] : INFO : Epoch 1770 | loss: 0.0311278 | val_loss: 0.0311436 | Time: 2064.76 ms
[2022-03-10 21:18:35 main:574] : INFO : Epoch 1771 | loss: 0.0311271 | val_loss: 0.0311403 | Time: 1273.52 ms
[2022-03-10 21:18:37 main:574] : INFO : Epoch 1772 | loss: 0.0311286 | val_loss: 0.031151 | Time: 2083.49 ms
[2022-03-10 21:18:39 main:574] : INFO : Epoch 1773 | loss: 0.0311355 | val_loss: 0.0311554 | Time: 1466.2 ms
[2022-03-10 21:18:41 main:574] : INFO : Epoch 1774 | loss: 0.0311353 | val_loss: 0.0311491 | Time: 1881.36 ms
[2022-03-10 21:18:42 main:574] : INFO : Epoch 1775 | loss: 0.0311305 | val_loss: 0.0311432 | Time: 1816.85 ms
[2022-03-10 21:18:44 main:574] : INFO : Epoch 1776 | loss: 0.0311291 | val_loss: 0.0311442 | Time: 1659.74 ms
[2022-03-10 21:18:46 main:574] : INFO : Epoch 1777 | loss: 0.031127 | val_loss: 0.0311449 | Time: 1989.46 ms
[2022-03-10 21:18:48 main:574] : INFO : Epoch 1778 | loss: 0.0311257 | val_loss: 0.031142 | Time: 1444.2 ms
[2022-03-10 21:18:50 main:574] : INFO : Epoch 1779 | loss: 0.0311282 | val_loss: 0.0311496 | Time: 2180.23 ms
[2022-03-10 21:18:51 main:574] : INFO : Epoch 1780 | loss: 0.0311252 | val_loss: 0.0311402 | Time: 1285.85 ms
[2022-03-10 21:18:53 main:574] : INFO : Epoch 1781 | loss: 0.0311277 | val_loss: 0.031147 | Time: 2050.32 ms
[2022-03-10 21:18:55 main:574] : INFO : Epoch 1782 | loss: 0.031127 | val_loss: 0.0311418 | Time: 1546.97 ms
[2022-03-10 21:18:57 main:574] : INFO : Epoch 1783 | loss: 0.031126 | val_loss: 0.0311469 | Time: 1873.86 ms
[2022-03-10 21:18:59 main:574] : INFO : Epoch 1784 | loss: 0.0311238 | val_loss: 0.0311429 | Time: 2065.94 ms
[2022-03-10 21:19:01 main:574] : INFO : Epoch 1785 | loss: 0.0311222 | val_loss: 0.0311431 | Time: 2052.3 ms
[2022-03-10 21:19:02 main:574] : INFO : Epoch 1786 | loss: 0.0311233 | val_loss: 0.0311483 | Time: 1763.82 ms
[2022-03-10 21:19:04 main:574] : INFO : Epoch 1787 | loss: 0.0311251 | val_loss: 0.031144 | Time: 1501.63 ms
[2022-03-10 21:19:06 main:574] : INFO : Epoch 1788 | loss: 0.0311229 | val_loss: 0.0311455 | Time: 2076.66 ms
[2022-03-10 21:19:07 main:574] : INFO : Epoch 1789 | loss: 0.0311233 | val_loss: 0.0311411 | Time: 1287.32 ms
[2022-03-10 21:19:09 main:574] : INFO : Epoch 1790 | loss: 0.0311231 | val_loss: 0.0311429 | Time: 2043.47 ms
[2022-03-10 21:19:11 main:574] : INFO : Epoch 1791 | loss: 0.0311213 | val_loss: 0.0311444 | Time: 1519.09 ms
[2022-03-10 21:19:13 main:574] : INFO : Epoch 1792 | loss: 0.0311202 | val_loss: 0.0311478 | Time: 1824.97 ms
[2022-03-10 21:19:14 main:574] : INFO : Epoch 1793 | loss: 0.031121 | val_loss: 0.0311411 | Time: 1812.4 ms
[2022-03-10 21:19:16 main:574] : INFO : Epoch 1794 | loss: 0.0311222 | val_loss: 0.031142 | Time: 1530.49 ms
[2022-03-10 21:19:18 main:574] : INFO : Epoch 1795 | loss: 0.0311191 | val_loss: 0.0311427 | Time: 2051.56 ms
[2022-03-10 21:19:19 main:574] : INFO : Epoch 1796 | loss: 0.0311208 | val_loss: 0.0311428 | Time: 1318.86 ms
[2022-03-10 21:19:21 main:574] : INFO : Epoch 1797 | loss: 0.0311249 | val_loss: 0.0311475 | Time: 2045.26 ms
[2022-03-10 21:19:23 main:574] : INFO : Epoch 1798 | loss: 0.0311269 | val_loss: 0.0311508 | Time: 1475.24 ms
[2022-03-10 21:19:25 main:574] : INFO : Epoch 1799 | loss: 0.0311263 | val_loss: 0.031148 | Time: 1886.44 ms
[2022-03-10 21:19:27 main:574] : INFO : Epoch 1800 | loss: 0.0311247 | val_loss: 0.0311434 | Time: 1751.24 ms
[2022-03-10 21:19:28 main:574] : INFO : Epoch 1801 | loss: 0.0311249 | val_loss: 0.0311475 | Time: 1663.41 ms
[2022-03-10 21:19:30 main:574] : INFO : Epoch 1802 | loss: 0.0311289 | val_loss: 0.0311497 | Time: 2058.36 ms
[2022-03-10 21:19:32 main:574] : INFO : Epoch 1803 | loss: 0.0311324 | val_loss: 0.0311491 | Time: 1360.46 ms
[2022-03-10 21:19:34 main:574] : INFO : Epoch 1804 | loss: 0.0311305 | val_loss: 0.0311492 | Time: 2039.12 ms
[2022-03-10 21:19:35 main:574] : INFO : Epoch 1805 | loss: 0.0311316 | val_loss: 0.031148 | Time: 1382.73 ms
[2022-03-10 21:19:37 main:574] : INFO : Epoch 1806 | loss: 0.031131 | val_loss: 0.0311495 | Time: 1921.82 ms
[2022-03-10 21:19:39 main:574] : INFO : Epoch 1807 | loss: 0.0311292 | val_loss: 0.0311479 | Time: 1659.33 ms
[2022-03-10 21:19:40 main:574] : INFO : Epoch 1808 | loss: 0.0311273 | val_loss: 0.031142 | Time: 1585.57 ms
[2022-03-10 21:19:42 main:574] : INFO : Epoch 1809 | loss: 0.0311253 | val_loss: 0.0311421 | Time: 1982.87 ms
[2022-03-10 21:19:44 main:574] : INFO : Epoch 1810 | loss: 0.0311246 | val_loss: 0.0311451 | Time: 1317.69 ms
[2022-03-10 21:19:46 main:574] : INFO : Epoch 1811 | loss: 0.0311264 | val_loss: 0.031144 | Time: 1974.28 ms
[2022-03-10 21:19:47 main:574] : INFO : Epoch 1812 | loss: 0.0311259 | val_loss: 0.0311431 | Time: 1433.54 ms
[2022-03-10 21:19:48 main:574] : INFO : Epoch 1813 | loss: 0.031123 | val_loss: 0.0311465 | Time: 1169.36 ms
[2022-03-10 21:19:49 main:574] : INFO : Epoch 1814 | loss: 0.0311242 | val_loss: 0.0311466 | Time: 1252.36 ms
[2022-03-10 21:19:51 main:574] : INFO : Epoch 1815 | loss: 0.0311225 | val_loss: 0.0311467 | Time: 1217.68 ms
[2022-03-10 21:19:52 main:574] : INFO : Epoch 1816 | loss: 0.031121 | val_loss: 0.0311423 | Time: 1198.68 ms
[2022-03-10 21:19:53 main:574] : INFO : Epoch 1817 | loss: 0.031121 | val_loss: 0.0311433 | Time: 1210.06 ms
[2022-03-10 21:19:54 main:574] : INFO : Epoch 1818 | loss: 0.0311199 | val_loss: 0.0311429 | Time: 1180.36 ms
[2022-03-10 21:19:55 main:574] : INFO : Epoch 1819 | loss: 0.0311207 | val_loss: 0.0311421 | Time: 1149.06 ms
[2022-03-10 21:19:57 main:574] : INFO : Epoch 1820 | loss: 0.0311198 | val_loss: 0.0311426 | Time: 1238.61 ms
[2022-03-10 21:19:58 main:574] : INFO : Epoch 1821 | loss: 0.0311179 | val_loss: 0.0311396 | Time: 1238.6 ms
[2022-03-10 21:19:59 main:574] : INFO : Epoch 1822 | loss: 0.031118 | val_loss: 0.0311456 | Time: 1245.2 ms
[2022-03-10 21:20:00 main:574] : INFO : Epoch 1823 | loss: 0.0311165 | val_loss: 0.0311493 | Time: 1244.29 ms
[2022-03-10 21:20:02 main:574] : INFO : Epoch 1824 | loss: 0.0311173 | val_loss: 0.0311463 | Time: 1199.52 ms
[2022-03-10 21:20:03 main:574] : INFO : Epoch 1825 | loss: 0.0311187 | val_loss: 0.0311534 | Time: 1212.49 ms
[2022-03-10 21:20:04 main:574] : INFO : Epoch 1826 | loss: 0.0311227 | val_loss: 0.0311489 | Time: 1182.35 ms
[2022-03-10 21:20:05 main:574] : INFO : Epoch 1827 | loss: 0.031121 | val_loss: 0.0311471 | Time: 1241.74 ms
[2022-03-10 21:20:06 main:574] : INFO : Epoch 1828 | loss: 0.0311191 | val_loss: 0.0311464 | Time: 1211.44 ms
[2022-03-10 21:20:08 main:574] : INFO : Epoch 1829 | loss: 0.0311198 | val_loss: 0.0311479 | Time: 1171.33 ms
[2022-03-10 21:20:09 main:574] : INFO : Epoch 1830 | loss: 0.0311185 | val_loss: 0.0311454 | Time: 1271.94 ms
[2022-03-10 21:20:10 main:574] : INFO : Epoch 1831 | loss: 0.0311184 | val_loss: 0.0311484 | Time: 1193.17 ms
[2022-03-10 21:20:11 main:574] : INFO : Epoch 1832 | loss: 0.0311213 | val_loss: 0.0311465 | Time: 1178.84 ms
[2022-03-10 21:20:13 main:574] : INFO : Epoch 1833 | loss: 0.0311265 | val_loss: 0.0311489 | Time: 1332.61 ms
[2022-03-10 21:20:14 main:574] : INFO : Epoch 1834 | loss: 0.0311383 | val_loss: 0.0311587 | Time: 1217.44 ms
[2022-03-10 21:20:15 main:574] : INFO : Epoch 1835 | loss: 0.0311424 | val_loss: 0.0311598 | Time: 1276.71 ms
[2022-03-10 21:20:16 main:574] : INFO : Epoch 1836 | loss: 0.0311558 | val_loss: 0.0311572 | Time: 1279.22 ms
[2022-03-10 21:20:18 main:574] : INFO : Epoch 1837 | loss: 0.0311521 | val_loss: 0.0311523 | Time: 1205.05 ms
[2022-03-10 21:20:19 main:574] : INFO : Epoch 1838 | loss: 0.0311452 | val_loss: 0.0311534 | Time: 1198.86 ms
[2022-03-10 21:20:20 main:574] : INFO : Epoch 1839 | loss: 0.0311366 | val_loss: 0.0311503 | Time: 1191.07 ms
[2022-03-10 21:20:21 main:574] : INFO : Epoch 1840 | loss: 0.0311372 | val_loss: 0.0311503 | Time: 1212.29 ms
[2022-03-10 21:20:22 main:574] : INFO : Epoch 1841 | loss: 0.0311364 | val_loss: 0.0311483 | Time: 1280.21 ms
[2022-03-10 21:20:24 main:574] : INFO : Epoch 1842 | loss: 0.0311327 | val_loss: 0.0311487 | Time: 1182.38 ms
[2022-03-10 21:20:25 main:574] : INFO : Epoch 1843 | loss: 0.0311298 | val_loss: 0.0311464 | Time: 1243.17 ms
[2022-03-10 21:20:26 main:574] : INFO : Epoch 1844 | loss: 0.0311266 | val_loss: 0.0311475 | Time: 1184.96 ms
[2022-03-10 21:20:27 main:574] : INFO : Epoch 1845 | loss: 0.0311259 | val_loss: 0.0311472 | Time: 1173.29 ms
[2022-03-10 21:20:28 main:574] : INFO : Epoch 1846 | loss: 0.0311256 | val_loss: 0.0311443 | Time: 1219.54 ms
[2022-03-10 21:20:30 main:574] : INFO : Epoch 1847 | loss: 0.0311236 | val_loss: 0.0311449 | Time: 1187.3 ms
[2022-03-10 21:20:31 main:574] : INFO : Epoch 1848 | loss: 0.0311233 | val_loss: 0.0311447 | Time: 1188.75 ms
[2022-03-10 21:20:32 main:574] : INFO : Epoch 1849 | loss: 0.0311241 | val_loss: 0.0311458 | Time: 1201.79 ms
[2022-03-10 21:20:34 main:574] : INFO : Epoch 1850 | loss: 0.0311261 | val_loss: 0.0311542 | Time: 1557.22 ms
[2022-03-10 21:20:35 main:574] : INFO : Epoch 1851 | loss: 0.0311305 | val_loss: 0.0311437 | Time: 1519.72 ms
[2022-03-10 21:20:37 main:574] : INFO : Epoch 1852 | loss: 0.0311283 | val_loss: 0.0311459 | Time: 1804.76 ms
[2022-03-10 21:20:39 main:574] : INFO : Epoch 1853 | loss: 0.0311286 | val_loss: 0.031157 | Time: 1801.57 ms
[2022-03-10 21:20:40 main:574] : INFO : Epoch 1854 | loss: 0.0311283 | val_loss: 0.0311515 | Time: 1616.79 ms
[2022-03-10 21:20:42 main:574] : INFO : Epoch 1855 | loss: 0.0311272 | val_loss: 0.0311466 | Time: 2047.46 ms
[2022-03-10 21:20:44 main:574] : INFO : Epoch 1856 | loss: 0.0311247 | val_loss: 0.031144 | Time: 1384.37 ms
[2022-03-10 21:20:46 main:574] : INFO : Epoch 1857 | loss: 0.0311204 | val_loss: 0.0311439 | Time: 2024.78 ms
[2022-03-10 21:20:47 main:574] : INFO : Epoch 1858 | loss: 0.031122 | val_loss: 0.0311475 | Time: 1451.49 ms
[2022-03-10 21:20:49 main:574] : INFO : Epoch 1859 | loss: 0.0311201 | val_loss: 0.0311456 | Time: 2000.15 ms
[2022-03-10 21:20:51 main:574] : INFO : Epoch 1860 | loss: 0.0311212 | val_loss: 0.0311409 | Time: 1667.17 ms
[2022-03-10 21:20:53 main:574] : INFO : Epoch 1861 | loss: 0.0311262 | val_loss: 0.0311487 | Time: 1630.94 ms
[2022-03-10 21:20:55 main:574] : INFO : Epoch 1862 | loss: 0.0311243 | val_loss: 0.0311458 | Time: 2006.99 ms
[2022-03-10 21:20:56 main:574] : INFO : Epoch 1863 | loss: 0.0311229 | val_loss: 0.031149 | Time: 1340.33 ms
[2022-03-10 21:20:58 main:574] : INFO : Epoch 1864 | loss: 0.0311203 | val_loss: 0.0311418 | Time: 2087.54 ms
[2022-03-10 21:20:59 main:574] : INFO : Epoch 1865 | loss: 0.0311188 | val_loss: 0.031142 | Time: 1371.27 ms
[2022-03-10 21:21:01 main:574] : INFO : Epoch 1866 | loss: 0.0311187 | val_loss: 0.0311422 | Time: 1891.11 ms
[2022-03-10 21:21:03 main:574] : INFO : Epoch 1867 | loss: 0.031118 | val_loss: 0.0311439 | Time: 1758.82 ms
[2022-03-10 21:21:05 main:574] : INFO : Epoch 1868 | loss: 0.0311179 | val_loss: 0.0311478 | Time: 1675.35 ms
[2022-03-10 21:21:07 main:574] : INFO : Epoch 1869 | loss: 0.0311206 | val_loss: 0.0311423 | Time: 2065.95 ms
[2022-03-10 21:21:08 main:574] : INFO : Epoch 1870 | loss: 0.0311179 | val_loss: 0.0311439 | Time: 1458.03 ms
[2022-03-10 21:21:10 main:574] : INFO : Epoch 1871 | loss: 0.0311213 | val_loss: 0.0311428 | Time: 2165.8 ms
[2022-03-10 21:21:12 main:574] : INFO : Epoch 1872 | loss: 0.0311236 | val_loss: 0.0311447 | Time: 1358.23 ms
[2022-03-10 21:21:14 main:574] : INFO : Epoch 1873 | loss: 0.0311181 | val_loss: 0.0311428 | Time: 2022.74 ms
[2022-03-10 21:21:15 main:574] : INFO : Epoch 1874 | loss: 0.0311174 | val_loss: 0.0311435 | Time: 1603.56 ms
[2022-03-10 21:21:17 main:574] : INFO : Epoch 1875 | loss: 0.0311203 | val_loss: 0.0311456 | Time: 1973.32 ms
[2022-03-10 21:21:19 main:574] : INFO : Epoch 1876 | loss: 0.0311166 | val_loss: 0.0311416 | Time: 1715.63 ms
[2022-03-10 21:21:21 main:574] : INFO : Epoch 1877 | loss: 0.0311186 | val_loss: 0.0311439 | Time: 1741.98 ms
[2022-03-10 21:21:23 main:574] : INFO : Epoch 1878 | loss: 0.0311223 | val_loss: 0.0311398 | Time: 1937.4 ms
[2022-03-10 21:21:24 main:574] : INFO : Epoch 1879 | loss: 0.0311194 | val_loss: 0.0311378 | Time: 1439.96 ms
[2022-03-10 21:21:26 main:574] : INFO : Epoch 1880 | loss: 0.0311169 | val_loss: 0.0311418 | Time: 2173.89 ms
[2022-03-10 21:21:28 main:574] : INFO : Epoch 1881 | loss: 0.0311208 | val_loss: 0.0311434 | Time: 1344.03 ms
[2022-03-10 21:21:30 main:574] : INFO : Epoch 1882 | loss: 0.0311178 | val_loss: 0.0311392 | Time: 2067.02 ms
[2022-03-10 21:21:31 main:574] : INFO : Epoch 1883 | loss: 0.0311172 | val_loss: 0.0311419 | Time: 1530.26 ms
[2022-03-10 21:21:33 main:574] : INFO : Epoch 1884 | loss: 0.0311189 | val_loss: 0.0311485 | Time: 1882.43 ms
[2022-03-10 21:21:35 main:574] : INFO : Epoch 1885 | loss: 0.0311182 | val_loss: 0.0311388 | Time: 1844.6 ms
[2022-03-10 21:21:37 main:574] : INFO : Epoch 1886 | loss: 0.0311167 | val_loss: 0.0311392 | Time: 1574.69 ms
[2022-03-10 21:21:39 main:574] : INFO : Epoch 1887 | loss: 0.0311175 | val_loss: 0.0311427 | Time: 2080.93 ms
[2022-03-10 21:21:40 main:574] : INFO : Epoch 1888 | loss: 0.031118 | val_loss: 0.0311387 | Time: 1330.34 ms
[2022-03-10 21:21:42 main:574] : INFO : Epoch 1889 | loss: 0.0311213 | val_loss: 0.0311392 | Time: 2157.78 ms
[2022-03-10 21:21:44 main:574] : INFO : Epoch 1890 | loss: 0.0311192 | val_loss: 0.0311427 | Time: 1355.56 ms
[2022-03-10 21:21:46 main:574] : INFO : Epoch 1891 | loss: 0.0311184 | val_loss: 0.031143 | Time: 2048.69 ms
[2022-03-10 21:21:47 main:574] : INFO : Epoch 1892 | loss: 0.0311188 | val_loss: 0.0311476 | Time: 1717.09 ms
[2022-03-10 21:21:49 main:574] : INFO : Epoch 1893 | loss: 0.0311195 | val_loss: 0.0311477 | Time: 1851.63 ms
[2022-03-10 21:21:51 main:574] : INFO : Epoch 1894 | loss: 0.0311298 | val_loss: 0.0311474 | Time: 1855.02 ms
[2022-03-10 21:21:53 main:574] : INFO : Epoch 1895 | loss: 0.0311329 | val_loss: 0.0311452 | Time: 1535.08 ms
[2022-03-10 21:21:55 main:574] : INFO : Epoch 1896 | loss: 0.0311298 | val_loss: 0.0311369 | Time: 2158.68 ms
[2022-03-10 21:21:56 main:574] : INFO : Epoch 1897 | loss: 0.0311274 | val_loss: 0.031139 | Time: 1342.03 ms
[2022-03-10 21:21:58 main:574] : INFO : Epoch 1898 | loss: 0.0311233 | val_loss: 0.0311409 | Time: 2101.91 ms
[2022-03-10 21:22:00 main:574] : INFO : Epoch 1899 | loss: 0.0311215 | val_loss: 0.0311396 | Time: 1434.84 ms
[2022-03-10 21:22:02 main:574] : INFO : Epoch 1900 | loss: 0.0311207 | val_loss: 0.0311373 | Time: 1986.65 ms
[2022-03-10 21:22:03 main:574] : INFO : Epoch 1901 | loss: 0.0311207 | val_loss: 0.0311389 | Time: 1679.2 ms
[2022-03-10 21:22:05 main:574] : INFO : Epoch 1902 | loss: 0.0311216 | val_loss: 0.0311379 | Time: 1691.85 ms
[2022-03-10 21:22:07 main:574] : INFO : Epoch 1903 | loss: 0.0311186 | val_loss: 0.0311419 | Time: 1983.91 ms
[2022-03-10 21:22:08 main:574] : INFO : Epoch 1904 | loss: 0.03112 | val_loss: 0.0311352 | Time: 1547.26 ms
[2022-03-10 21:22:11 main:574] : INFO : Epoch 1905 | loss: 0.031119 | val_loss: 0.0311367 | Time: 2160.95 ms
[2022-03-10 21:22:12 main:574] : INFO : Epoch 1906 | loss: 0.0311188 | val_loss: 0.0311399 | Time: 1385.43 ms
[2022-03-10 21:22:14 main:574] : INFO : Epoch 1907 | loss: 0.0311188 | val_loss: 0.0311394 | Time: 2152.24 ms
[2022-03-10 21:22:16 main:574] : INFO : Epoch 1908 | loss: 0.0311165 | val_loss: 0.0311378 | Time: 1454.9 ms
[2022-03-10 21:22:18 main:574] : INFO : Epoch 1909 | loss: 0.0311163 | val_loss: 0.0311418 | Time: 2123.62 ms
[2022-03-10 21:22:19 main:574] : INFO : Epoch 1910 | loss: 0.0311252 | val_loss: 0.0311476 | Time: 1643.61 ms
[2022-03-10 21:22:21 main:574] : INFO : Epoch 1911 | loss: 0.0311336 | val_loss: 0.0311419 | Time: 1865.23 ms
[2022-03-10 21:22:23 main:574] : INFO : Epoch 1912 | loss: 0.0311322 | val_loss: 0.0311435 | Time: 1877.74 ms
[2022-03-10 21:22:25 main:574] : INFO : Epoch 1913 | loss: 0.0311322 | val_loss: 0.0311423 | Time: 1640.42 ms
[2022-03-10 21:22:27 main:574] : INFO : Epoch 1914 | loss: 0.0311247 | val_loss: 0.0311489 | Time: 2080.84 ms
[2022-03-10 21:22:28 main:574] : INFO : Epoch 1915 | loss: 0.0311272 | val_loss: 0.03114 | Time: 1485.16 ms
[2022-03-10 21:22:31 main:574] : INFO : Epoch 1916 | loss: 0.0311244 | val_loss: 0.0311385 | Time: 2183.12 ms
[2022-03-10 21:22:32 main:574] : INFO : Epoch 1917 | loss: 0.0311226 | val_loss: 0.031142 | Time: 1408.48 ms
[2022-03-10 21:22:34 main:574] : INFO : Epoch 1918 | loss: 0.0311218 | val_loss: 0.0311389 | Time: 2087.23 ms
[2022-03-10 21:22:36 main:574] : INFO : Epoch 1919 | loss: 0.0311257 | val_loss: 0.0311396 | Time: 1563.56 ms
[2022-03-10 21:22:38 main:574] : INFO : Epoch 1920 | loss: 0.0311218 | val_loss: 0.0311368 | Time: 2043.02 ms
[2022-03-10 21:22:39 main:574] : INFO : Epoch 1921 | loss: 0.031119 | val_loss: 0.0311362 | Time: 1705.26 ms
[2022-03-10 21:22:41 main:574] : INFO : Epoch 1922 | loss: 0.0311192 | val_loss: 0.0311349 | Time: 1802.83 ms
[2022-03-10 21:22:43 main:574] : INFO : Epoch 1923 | loss: 0.0311179 | val_loss: 0.0311422 | Time: 1961.66 ms
[2022-03-10 21:22:45 main:574] : INFO : Epoch 1924 | loss: 0.0311206 | val_loss: 0.0311389 | Time: 1565.53 ms
[2022-03-10 21:22:47 main:574] : INFO : Epoch 1925 | loss: 0.0311207 | val_loss: 0.0311368 | Time: 2180.54 ms
[2022-03-10 21:22:48 main:574] : INFO : Epoch 1926 | loss: 0.0311188 | val_loss: 0.0311395 | Time: 1487.15 ms
[2022-03-10 21:22:51 main:574] : INFO : Epoch 1927 | loss: 0.0311168 | val_loss: 0.0311362 | Time: 2158.86 ms
[2022-03-10 21:22:52 main:574] : INFO : Epoch 1928 | loss: 0.0311149 | val_loss: 0.0311312 | Time: 1412.34 ms
[2022-03-10 21:22:54 main:574] : INFO : Epoch 1929 | loss: 0.0311145 | val_loss: 0.0311347 | Time: 2121.69 ms
[2022-03-10 21:22:56 main:574] : INFO : Epoch 1930 | loss: 0.031114 | val_loss: 0.0311325 | Time: 1550.25 ms
[2022-03-10 21:22:58 main:574] : INFO : Epoch 1931 | loss: 0.0311156 | val_loss: 0.0311323 | Time: 1916 ms
[2022-03-10 21:22:59 main:574] : INFO : Epoch 1932 | loss: 0.0311136 | val_loss: 0.0311339 | Time: 1783.46 ms
[2022-03-10 21:23:01 main:574] : INFO : Epoch 1933 | loss: 0.0311137 | val_loss: 0.0311359 | Time: 1643.16 ms
[2022-03-10 21:23:03 main:574] : INFO : Epoch 1934 | loss: 0.0311132 | val_loss: 0.0311397 | Time: 2043.93 ms
[2022-03-10 21:23:04 main:574] : INFO : Epoch 1935 | loss: 0.0311158 | val_loss: 0.0311338 | Time: 1410.46 ms
[2022-03-10 21:23:07 main:574] : INFO : Epoch 1936 | loss: 0.0311153 | val_loss: 0.0311346 | Time: 2177.01 ms
[2022-03-10 21:23:08 main:574] : INFO : Epoch 1937 | loss: 0.0311155 | val_loss: 0.0311346 | Time: 1323.29 ms
[2022-03-10 21:23:10 main:574] : INFO : Epoch 1938 | loss: 0.0311138 | val_loss: 0.0311342 | Time: 2080.49 ms
[2022-03-10 21:23:12 main:574] : INFO : Epoch 1939 | loss: 0.0311165 | val_loss: 0.031134 | Time: 1573.65 ms
[2022-03-10 21:23:13 main:574] : INFO : Epoch 1940 | loss: 0.0311127 | val_loss: 0.0311357 | Time: 1751.13 ms
[2022-03-10 21:23:15 main:574] : INFO : Epoch 1941 | loss: 0.0311129 | val_loss: 0.031134 | Time: 1930.46 ms
[2022-03-10 21:23:17 main:574] : INFO : Epoch 1942 | loss: 0.0311126 | val_loss: 0.0311312 | Time: 1553.27 ms
[2022-03-10 21:23:19 main:574] : INFO : Epoch 1943 | loss: 0.0311136 | val_loss: 0.0311385 | Time: 2133.13 ms
[2022-03-10 21:23:20 main:574] : INFO : Epoch 1944 | loss: 0.0311148 | val_loss: 0.0311342 | Time: 1231.37 ms
[2022-03-10 21:23:22 main:574] : INFO : Epoch 1945 | loss: 0.0311137 | val_loss: 0.0311351 | Time: 2070.62 ms
[2022-03-10 21:23:24 main:574] : INFO : Epoch 1946 | loss: 0.0311117 | val_loss: 0.0311364 | Time: 1458.75 ms
[2022-03-10 21:23:26 main:574] : INFO : Epoch 1947 | loss: 0.0311109 | val_loss: 0.0311344 | Time: 1834.62 ms
[2022-03-10 21:23:27 main:574] : INFO : Epoch 1948 | loss: 0.0311116 | val_loss: 0.0311395 | Time: 1809.57 ms
[2022-03-10 21:23:29 main:574] : INFO : Epoch 1949 | loss: 0.0311132 | val_loss: 0.0311384 | Time: 1574.21 ms
[2022-03-10 21:23:31 main:574] : INFO : Epoch 1950 | loss: 0.0311157 | val_loss: 0.0311356 | Time: 2051.75 ms
[2022-03-10 21:23:32 main:574] : INFO : Epoch 1951 | loss: 0.0311153 | val_loss: 0.0311368 | Time: 1312.53 ms
[2022-03-10 21:23:34 main:574] : INFO : Epoch 1952 | loss: 0.031113 | val_loss: 0.0311394 | Time: 1997.18 ms
[2022-03-10 21:23:36 main:574] : INFO : Epoch 1953 | loss: 0.0311172 | val_loss: 0.0311434 | Time: 1426.85 ms
[2022-03-10 21:23:38 main:574] : INFO : Epoch 1954 | loss: 0.0311287 | val_loss: 0.0311454 | Time: 1798.35 ms
[2022-03-10 21:23:39 main:574] : INFO : Epoch 1955 | loss: 0.0311282 | val_loss: 0.0311422 | Time: 1835.3 ms
[2022-03-10 21:23:41 main:574] : INFO : Epoch 1956 | loss: 0.0311286 | val_loss: 0.0311419 | Time: 1532.47 ms
[2022-03-10 21:23:43 main:574] : INFO : Epoch 1957 | loss: 0.0311253 | val_loss: 0.0311421 | Time: 2089.52 ms
[2022-03-10 21:23:45 main:574] : INFO : Epoch 1958 | loss: 0.0311224 | val_loss: 0.0311383 | Time: 1470.19 ms
[2022-03-10 21:23:47 main:574] : INFO : Epoch 1959 | loss: 0.0311222 | val_loss: 0.0311429 | Time: 2052.51 ms
[2022-03-10 21:23:48 main:574] : INFO : Epoch 1960 | loss: 0.0311223 | val_loss: 0.0311415 | Time: 1416.36 ms
[2022-03-10 21:23:50 main:574] : INFO : Epoch 1961 | loss: 0.031122 | val_loss: 0.0311408 | Time: 2039.85 ms
[2022-03-10 21:23:52 main:574] : INFO : Epoch 1962 | loss: 0.0311206 | val_loss: 0.0311392 | Time: 1623.26 ms
[2022-03-10 21:23:53 main:574] : INFO : Epoch 1963 | loss: 0.0311225 | val_loss: 0.0311391 | Time: 1690.29 ms
[2022-03-10 21:23:55 main:574] : INFO : Epoch 1964 | loss: 0.0311198 | val_loss: 0.0311432 | Time: 1960.93 ms
[2022-03-10 21:23:57 main:574] : INFO : Epoch 1965 | loss: 0.031119 | val_loss: 0.0311371 | Time: 1416.07 ms
[2022-03-10 21:23:59 main:574] : INFO : Epoch 1966 | loss: 0.0311207 | val_loss: 0.0311477 | Time: 2062.64 ms
[2022-03-10 21:24:00 main:574] : INFO : Epoch 1967 | loss: 0.0311224 | val_loss: 0.0311424 | Time: 1308.76 ms
[2022-03-10 21:24:02 main:574] : INFO : Epoch 1968 | loss: 0.03112 | val_loss: 0.0311411 | Time: 2039.52 ms
[2022-03-10 21:24:04 main:574] : INFO : Epoch 1969 | loss: 0.0311176 | val_loss: 0.0311355 | Time: 1633.59 ms
[2022-03-10 21:24:06 main:574] : INFO : Epoch 1970 | loss: 0.0311177 | val_loss: 0.0311356 | Time: 1816.48 ms
[2022-03-10 21:24:07 main:574] : INFO : Epoch 1971 | loss: 0.0311153 | val_loss: 0.0311353 | Time: 1846.1 ms
[2022-03-10 21:24:09 main:574] : INFO : Epoch 1972 | loss: 0.0311161 | val_loss: 0.0311393 | Time: 1449.18 ms
[2022-03-10 21:24:11 main:574] : INFO : Epoch 1973 | loss: 0.031117 | val_loss: 0.03114 | Time: 2063.4 ms
[2022-03-10 21:24:12 main:574] : INFO : Epoch 1974 | loss: 0.0311152 | val_loss: 0.0311393 | Time: 1317.06 ms
[2022-03-10 21:24:14 main:574] : INFO : Epoch 1975 | loss: 0.0311153 | val_loss: 0.0311372 | Time: 2071.22 ms
[2022-03-10 21:24:16 main:574] : INFO : Epoch 1976 | loss: 0.031114 | val_loss: 0.0311355 | Time: 1523.6 ms
[2022-03-10 21:24:18 main:574] : INFO : Epoch 1977 | loss: 0.0311132 | val_loss: 0.0311343 | Time: 1775.63 ms
[2022-03-10 21:24:20 main:574] : INFO : Epoch 1978 | loss: 0.0311162 | val_loss: 0.0311372 | Time: 1891.54 ms
[2022-03-10 21:24:21 main:574] : INFO : Epoch 1979 | loss: 0.0311208 | val_loss: 0.0311378 | Time: 1494.18 ms
[2022-03-10 21:24:23 main:574] : INFO : Epoch 1980 | loss: 0.0311195 | val_loss: 0.0311384 | Time: 2144.01 ms
[2022-03-10 21:24:24 main:574] : INFO : Epoch 1981 | loss: 0.0311173 | val_loss: 0.0311394 | Time: 1269.54 ms
[2022-03-10 21:24:27 main:574] : INFO : Epoch 1982 | loss: 0.0311157 | val_loss: 0.0311364 | Time: 2136.75 ms
[2022-03-10 21:24:28 main:574] : INFO : Epoch 1983 | loss: 0.0311159 | val_loss: 0.0311401 | Time: 1424.7 ms
[2022-03-10 21:24:30 main:574] : INFO : Epoch 1984 | loss: 0.0311148 | val_loss: 0.0311376 | Time: 1969.4 ms
[2022-03-10 21:24:32 main:574] : INFO : Epoch 1985 | loss: 0.0311145 | val_loss: 0.0311357 | Time: 1761.48 ms
[2022-03-10 21:24:33 main:574] : INFO : Epoch 1986 | loss: 0.0311135 | val_loss: 0.0311338 | Time: 1629.83 ms
[2022-03-10 21:24:35 main:574] : INFO : Epoch 1987 | loss: 0.0311141 | val_loss: 0.0311345 | Time: 1990.91 ms
[2022-03-10 21:24:37 main:574] : INFO : Epoch 1988 | loss: 0.0311135 | val_loss: 0.0311369 | Time: 1337.51 ms
[2022-03-10 21:24:39 main:574] : INFO : Epoch 1989 | loss: 0.0311116 | val_loss: 0.0311365 | Time: 2095.75 ms
[2022-03-10 21:24:40 main:574] : INFO : Epoch 1990 | loss: 0.0311116 | val_loss: 0.0311373 | Time: 1522.82 ms
[2022-03-10 21:24:42 main:574] : INFO : Epoch 1991 | loss: 0.031113 | val_loss: 0.031141 | Time: 2016.97 ms
[2022-03-10 21:24:44 main:574] : INFO : Epoch 1992 | loss: 0.0311117 | val_loss: 0.0311378 | Time: 1587.07 ms
[2022-03-10 21:24:46 main:574] : INFO : Epoch 1993 | loss: 0.0311133 | val_loss: 0.0311412 | Time: 1805.98 ms
[2022-03-10 21:24:48 main:574] : INFO : Epoch 1994 | loss: 0.0311121 | val_loss: 0.0311442 | Time: 1822.22 ms
[2022-03-10 21:24:49 main:574] : INFO : Epoch 1995 | loss: 0.0311185 | val_loss: 0.0311431 | Time: 1670.35 ms
[2022-03-10 21:24:51 main:574] : INFO : Epoch 1996 | loss: 0.0311139 | val_loss: 0.03114 | Time: 2144.13 ms
[2022-03-10 21:24:53 main:574] : INFO : Epoch 1997 | loss: 0.0311129 | val_loss: 0.0311364 | Time: 1371.78 ms
[2022-03-10 21:24:55 main:574] : INFO : Epoch 1998 | loss: 0.0311191 | val_loss: 0.0311429 | Time: 2085.29 ms
[2022-03-10 21:24:56 main:574] : INFO : Epoch 1999 | loss: 0.0311212 | val_loss: 0.0311417 | Time: 1529.41 ms
[2022-03-10 21:24:58 main:574] : INFO : Epoch 2000 | loss: 0.03112 | val_loss: 0.0311398 | Time: 2083.15 ms
[2022-03-10 21:25:00 main:574] : INFO : Epoch 2001 | loss: 0.0311159 | val_loss: 0.0311393 | Time: 1548.57 ms
[2022-03-10 21:25:02 main:574] : INFO : Epoch 2002 | loss: 0.0311131 | val_loss: 0.0311376 | Time: 1832.99 ms
[2022-03-10 21:25:04 main:574] : INFO : Epoch 2003 | loss: 0.0311119 | val_loss: 0.0311386 | Time: 1853.38 ms
[2022-03-10 21:25:05 main:574] : INFO : Epoch 2004 | loss: 0.0311116 | val_loss: 0.0311393 | Time: 1589.93 ms
[2022-03-10 21:25:07 main:574] : INFO : Epoch 2005 | loss: 0.0311117 | val_loss: 0.0311388 | Time: 2097.24 ms
[2022-03-10 21:25:09 main:574] : INFO : Epoch 2006 | loss: 0.0311086 | val_loss: 0.0311373 | Time: 1308.88 ms
[2022-03-10 21:25:11 main:574] : INFO : Epoch 2007 | loss: 0.0311098 | val_loss: 0.0311346 | Time: 2052.85 ms
[2022-03-10 21:25:12 main:574] : INFO : Epoch 2008 | loss: 0.0311147 | val_loss: 0.0311381 | Time: 1443.98 ms
[2022-03-10 21:25:14 main:574] : INFO : Epoch 2009 | loss: 0.0311214 | val_loss: 0.031142 | Time: 1982.07 ms
[2022-03-10 21:25:16 main:574] : INFO : Epoch 2010 | loss: 0.0311175 | val_loss: 0.0311327 | Time: 1762.28 ms
[2022-03-10 21:25:18 main:574] : INFO : Epoch 2011 | loss: 0.0311144 | val_loss: 0.0311339 | Time: 1714.81 ms
[2022-03-10 21:25:20 main:574] : INFO : Epoch 2012 | loss: 0.0311131 | val_loss: 0.031134 | Time: 1942.92 ms
[2022-03-10 21:25:21 main:574] : INFO : Epoch 2013 | loss: 0.0311129 | val_loss: 0.0311369 | Time: 1450.65 ms
[2022-03-10 21:25:23 main:574] : INFO : Epoch 2014 | loss: 0.0311119 | val_loss: 0.0311338 | Time: 2111.28 ms
[2022-03-10 21:25:25 main:574] : INFO : Epoch 2015 | loss: 0.0311176 | val_loss: 0.0311401 | Time: 1297.45 ms
[2022-03-10 21:25:27 main:574] : INFO : Epoch 2016 | loss: 0.0311135 | val_loss: 0.0311358 | Time: 2086.82 ms
[2022-03-10 21:25:28 main:574] : INFO : Epoch 2017 | loss: 0.0311222 | val_loss: 0.0311398 | Time: 1622.7 ms
[2022-03-10 21:25:30 main:574] : INFO : Epoch 2018 | loss: 0.0311257 | val_loss: 0.031141 | Time: 1785.95 ms
[2022-03-10 21:25:32 main:574] : INFO : Epoch 2019 | loss: 0.031124 | val_loss: 0.0311401 | Time: 1840.62 ms
[2022-03-10 21:25:33 main:574] : INFO : Epoch 2020 | loss: 0.0311222 | val_loss: 0.03114 | Time: 1503.49 ms
[2022-03-10 21:25:35 main:574] : INFO : Epoch 2021 | loss: 0.0311199 | val_loss: 0.0311365 | Time: 2104.19 ms
[2022-03-10 21:25:37 main:574] : INFO : Epoch 2022 | loss: 0.0311176 | val_loss: 0.0311413 | Time: 1350.69 ms
[2022-03-10 21:25:39 main:574] : INFO : Epoch 2023 | loss: 0.0311179 | val_loss: 0.0311366 | Time: 2053.29 ms
[2022-03-10 21:25:40 main:574] : INFO : Epoch 2024 | loss: 0.031117 | val_loss: 0.0311394 | Time: 1479.91 ms
[2022-03-10 21:25:42 main:574] : INFO : Epoch 2025 | loss: 0.031116 | val_loss: 0.0311398 | Time: 1965.9 ms
[2022-03-10 21:25:44 main:574] : INFO : Epoch 2026 | loss: 0.031114 | val_loss: 0.031137 | Time: 1648.31 ms
[2022-03-10 21:25:46 main:574] : INFO : Epoch 2027 | loss: 0.0311179 | val_loss: 0.0311396 | Time: 1623.81 ms
[2022-03-10 21:25:48 main:574] : INFO : Epoch 2028 | loss: 0.0311262 | val_loss: 0.031146 | Time: 2007.43 ms
[2022-03-10 21:25:49 main:574] : INFO : Epoch 2029 | loss: 0.0311287 | val_loss: 0.0311386 | Time: 1391.7 ms
[2022-03-10 21:25:51 main:574] : INFO : Epoch 2030 | loss: 0.0311236 | val_loss: 0.0311386 | Time: 2052.35 ms
[2022-03-10 21:25:52 main:574] : INFO : Epoch 2031 | loss: 0.0311208 | val_loss: 0.0311387 | Time: 1357.73 ms
[2022-03-10 21:25:54 main:574] : INFO : Epoch 2032 | loss: 0.0311194 | val_loss: 0.0311389 | Time: 1942.5 ms
[2022-03-10 21:25:56 main:574] : INFO : Epoch 2033 | loss: 0.0311161 | val_loss: 0.0311343 | Time: 1762.55 ms
[2022-03-10 21:25:58 main:574] : INFO : Epoch 2034 | loss: 0.0311148 | val_loss: 0.0311374 | Time: 1691.3 ms
[2022-03-10 21:26:00 main:574] : INFO : Epoch 2035 | loss: 0.0311153 | val_loss: 0.0311391 | Time: 1952.28 ms
[2022-03-10 21:26:01 main:574] : INFO : Epoch 2036 | loss: 0.0311153 | val_loss: 0.031138 | Time: 1499.18 ms
[2022-03-10 21:26:03 main:574] : INFO : Epoch 2037 | loss: 0.0311152 | val_loss: 0.0311379 | Time: 2068.53 ms
[2022-03-10 21:26:05 main:574] : INFO : Epoch 2038 | loss: 0.0311193 | val_loss: 0.031136 | Time: 1307.08 ms
[2022-03-10 21:26:07 main:574] : INFO : Epoch 2039 | loss: 0.0311225 | val_loss: 0.0311362 | Time: 2000.61 ms
[2022-03-10 21:26:08 main:574] : INFO : Epoch 2040 | loss: 0.0311184 | val_loss: 0.031133 | Time: 1594.65 ms
[2022-03-10 21:26:10 main:574] : INFO : Epoch 2041 | loss: 0.0311165 | val_loss: 0.0311389 | Time: 1814.48 ms
[2022-03-10 21:26:12 main:574] : INFO : Epoch 2042 | loss: 0.0311152 | val_loss: 0.031143 | Time: 1830.86 ms
[2022-03-10 21:26:13 main:574] : INFO : Epoch 2043 | loss: 0.0311157 | val_loss: 0.0311376 | Time: 1474.95 ms
[2022-03-10 21:26:15 main:574] : INFO : Epoch 2044 | loss: 0.0311148 | val_loss: 0.0311409 | Time: 1953.81 ms
[2022-03-10 21:26:17 main:574] : INFO : Epoch 2045 | loss: 0.0311143 | val_loss: 0.0311414 | Time: 1321.46 ms
[2022-03-10 21:26:19 main:574] : INFO : Epoch 2046 | loss: 0.0311126 | val_loss: 0.0311405 | Time: 1872.23 ms
[2022-03-10 21:26:20 main:574] : INFO : Epoch 2047 | loss: 0.0311115 | val_loss: 0.0311372 | Time: 1660.98 ms
[2022-03-10 21:26:22 main:574] : INFO : Epoch 2048 | loss: 0.0311119 | val_loss: 0.0311382 | Time: 1619.14 ms
[2022-03-10 21:26:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311382
[2022-03-10 21:26:22 main:603] : INFO : Saving end state to config to file
[2022-03-10 21:26:22 main:608] : INFO : Success, exiting..
21:26:22 (17812): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)