Task 14624189
| Name | ParityModified-1647046397-30696-3-0_1 |
| Workunit | 11576732 |
| Created | 18 Apr 2022, 22:11:07 UTC |
| Sent | 18 Apr 2022, 22:11:27 UTC |
| Report deadline | 26 Apr 2022, 22:11:27 UTC |
| Received | 19 Apr 2022, 2:07:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 16 min 24 sec |
| CPU time | 1 hours 12 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 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>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -04-19 03:48:33 main:574] : INFO : Epoch 1542 | loss: 0.0311476 | val_loss: 0.0311539 | Time: 2165.22 ms [2022-04-19 03:48:36 main:574] : INFO : Epoch 1543 | loss: 0.0311446 | val_loss: 0.0311502 | Time: 2079.14 ms [2022-04-19 03:48:38 main:574] : INFO : Epoch 1544 | loss: 0.0311456 | val_loss: 0.0311532 | Time: 2178.54 ms [2022-04-19 03:48:40 main:574] : INFO : Epoch 1545 | loss: 0.031148 | val_loss: 0.0311536 | Time: 2126.31 ms [2022-04-19 03:48:42 main:574] : INFO : Epoch 1546 | loss: 0.0311454 | val_loss: 0.0311534 | Time: 2122.87 ms [2022-04-19 03:48:44 main:574] : INFO : Epoch 1547 | loss: 0.0311438 | val_loss: 0.031151 | Time: 2138.79 ms [2022-04-19 03:48:47 main:574] : INFO : Epoch 1548 | loss: 0.0311404 | val_loss: 0.0311515 | Time: 2111.51 ms [2022-04-19 03:48:49 main:574] : INFO : Epoch 1549 | loss: 0.0311431 | val_loss: 0.0311534 | Time: 2103.76 ms [2022-04-19 03:48:51 main:574] : INFO : Epoch 1550 | loss: 0.0311405 | val_loss: 0.0311488 | Time: 2136.76 ms [2022-04-19 03:48:53 main:574] : INFO : Epoch 1551 | loss: 0.031139 | val_loss: 0.0311493 | Time: 2127.06 ms [2022-04-19 03:48:55 main:574] : INFO : Epoch 1552 | loss: 0.0311387 | val_loss: 0.0311485 | Time: 2138.38 ms [2022-04-19 03:48:58 main:574] : INFO : Epoch 1553 | loss: 0.0311373 | val_loss: 0.0311522 | Time: 2141.47 ms [2022-04-19 03:49:00 main:574] : INFO : Epoch 1554 | loss: 0.0311378 | val_loss: 0.0311503 | Time: 2126.92 ms [2022-04-19 03:49:02 main:574] : INFO : Epoch 1555 | loss: 0.0311383 | val_loss: 0.0311502 | Time: 2258.98 ms [2022-04-19 03:49:04 main:574] : INFO : Epoch 1556 | loss: 0.0311377 | val_loss: 0.0311495 | Time: 2165.48 ms [2022-04-19 03:49:07 main:574] : INFO : Epoch 1557 | loss: 0.0311411 | val_loss: 0.0311515 | Time: 2185.02 ms [2022-04-19 03:49:09 main:574] : INFO : Epoch 1558 | loss: 0.0311365 | val_loss: 0.0311519 | Time: 2143.69 ms [2022-04-19 03:49:11 main:574] : INFO : Epoch 1559 | loss: 0.0311383 | val_loss: 0.0311518 | Time: 2175.22 ms [2022-04-19 03:49:13 main:574] : INFO : Epoch 1560 | loss: 0.0311359 | val_loss: 0.0311511 | Time: 2177.59 ms [2022-04-19 03:49:15 main:574] : INFO : Epoch 1561 | loss: 0.0311352 | val_loss: 0.0311499 | Time: 2161.34 ms [2022-04-19 03:49:18 main:574] : INFO : Epoch 1562 | loss: 0.0311342 | val_loss: 0.0311526 | Time: 2149.01 ms [2022-04-19 03:49:20 main:574] : INFO : Epoch 1563 | loss: 0.0311365 | val_loss: 0.0311492 | Time: 2144.98 ms [2022-04-19 03:49:22 main:574] : INFO : Epoch 1564 | loss: 0.0311364 | val_loss: 0.031163 | Time: 2172.68 ms [2022-04-19 03:49:24 main:574] : INFO : Epoch 1565 | loss: 0.0311395 | val_loss: 0.0311531 | Time: 2161.49 ms [2022-04-19 03:49:27 main:574] : INFO : Epoch 1566 | loss: 0.0311348 | val_loss: 0.0311604 | Time: 2136 ms [2022-04-19 03:49:29 main:574] : INFO : Epoch 1567 | loss: 0.0311408 | val_loss: 0.0311519 | Time: 2204.44 ms [2022-04-19 03:49:31 main:574] : INFO : Epoch 1568 | loss: 0.0311374 | val_loss: 0.0311554 | Time: 2158.42 ms [2022-04-19 03:49:33 main:574] : INFO : Epoch 1569 | loss: 0.0311365 | val_loss: 0.0311529 | Time: 2169.09 ms [2022-04-19 03:49:36 main:574] : INFO : Epoch 1570 | loss: 0.0311346 | val_loss: 0.0311608 | Time: 2184.47 ms [2022-04-19 03:49:38 main:574] : INFO : Epoch 1571 | loss: 0.0311356 | val_loss: 0.0311546 | Time: 2216.48 ms [2022-04-19 03:49:40 main:574] : INFO : Epoch 1572 | loss: 0.0311348 | val_loss: 0.0311533 | Time: 2133.97 ms [2022-04-19 03:49:43 main:574] : INFO : Epoch 1573 | loss: 0.0311347 | val_loss: 0.0311518 | Time: 2189.44 ms [2022-04-19 03:49:45 main:574] : INFO : Epoch 1574 | loss: 0.0311348 | val_loss: 0.0311496 | Time: 2155.6 ms [2022-04-19 03:49:47 main:574] : INFO : Epoch 1575 | loss: 0.0311333 | val_loss: 0.0311556 | Time: 2171.84 ms [2022-04-19 03:49:49 main:574] : INFO : Epoch 1576 | loss: 0.0311348 | val_loss: 0.0311518 | Time: 2187.23 ms [2022-04-19 03:49:52 main:574] : INFO : Epoch 1577 | loss: 0.0311339 | val_loss: 0.0311562 | Time: 2180.9 ms [2022-04-19 03:49:54 main:574] : INFO : Epoch 1578 | loss: 0.0311348 | val_loss: 0.0311558 | Time: 2173.53 ms [2022-04-19 03:49:56 main:574] : INFO : Epoch 1579 | loss: 0.031134 | val_loss: 0.0311506 | Time: 2293.67 ms [2022-04-19 03:49:59 main:574] : INFO : Epoch 1580 | loss: 0.031133 | val_loss: 0.0311515 | Time: 2130.01 ms [2022-04-19 03:50:01 main:574] : INFO : Epoch 1581 | loss: 0.0311332 | val_loss: 0.0311543 | Time: 2207.08 ms [2022-04-19 03:50:03 main:574] : INFO : Epoch 1582 | loss: 0.0311355 | val_loss: 0.0311497 | Time: 2148.89 ms [2022-04-19 03:50:05 main:574] : INFO : Epoch 1583 | loss: 0.0311348 | val_loss: 0.0311522 | Time: 2141.49 ms [2022-04-19 03:50:08 main:574] : INFO : Epoch 1584 | loss: 0.0311332 | val_loss: 0.0311515 | Time: 2155.71 ms [2022-04-19 03:50:10 main:574] : INFO : Epoch 1585 | loss: 0.0311337 | val_loss: 0.031155 | Time: 2137.46 ms [2022-04-19 03:50:12 main:574] : INFO : Epoch 1586 | loss: 0.0311411 | val_loss: 0.0311645 | Time: 2139.61 ms [2022-04-19 03:50:14 main:574] : INFO : Epoch 1587 | loss: 0.0311519 | val_loss: 0.0311633 | Time: 2141.17 ms [2022-04-19 03:50:16 main:574] : INFO : Epoch 1588 | loss: 0.0311443 | val_loss: 0.0311596 | Time: 2140.29 ms [2022-04-19 03:50:18 main:574] : INFO : Epoch 1589 | loss: 0.0311393 | val_loss: 0.0311527 | Time: 2142.91 ms [2022-04-19 03:50:21 main:574] : INFO : Epoch 1590 | loss: 0.0311368 | val_loss: 0.0311565 | Time: 2133.62 ms [2022-04-19 03:50:23 main:574] : INFO : Epoch 1591 | loss: 0.0311372 | val_loss: 0.0311567 | Time: 2146.31 ms [2022-04-19 03:50:25 main:574] : INFO : Epoch 1592 | loss: 0.0311371 | val_loss: 0.0311499 | Time: 2157.73 ms [2022-04-19 03:50:27 main:574] : INFO : Epoch 1593 | loss: 0.0311361 | val_loss: 0.0311508 | Time: 2157.88 ms [2022-04-19 03:50:30 main:574] : INFO : Epoch 1594 | loss: 0.0311352 | val_loss: 0.0311544 | Time: 2127.57 ms [2022-04-19 03:50:32 main:574] : INFO : Epoch 1595 | loss: 0.0311365 | val_loss: 0.031155 | Time: 2160.47 ms [2022-04-19 03:50:34 main:574] : INFO : Epoch 1596 | loss: 0.0311352 | val_loss: 0.0311542 | Time: 2154.84 ms [2022-04-19 03:50:36 main:574] : INFO : Epoch 1597 | loss: 0.0311353 | val_loss: 0.03115 | Time: 2144.53 ms [2022-04-19 03:50:38 main:574] : INFO : Epoch 1598 | loss: 0.0311323 | val_loss: 0.0311508 | Time: 2177.48 ms [2022-04-19 03:50:41 main:574] : INFO : Epoch 1599 | loss: 0.0311328 | val_loss: 0.0311501 | Time: 2301.25 ms [2022-04-19 03:50:43 main:574] : INFO : Epoch 1600 | loss: 0.0311353 | val_loss: 0.0311497 | Time: 2147.02 ms [2022-04-19 03:50:45 main:574] : INFO : Epoch 1601 | loss: 0.031136 | val_loss: 0.0311536 | Time: 2147.24 ms [2022-04-19 03:50:47 main:574] : INFO : Epoch 1602 | loss: 0.031135 | val_loss: 0.0311529 | Time: 2148.89 ms [2022-04-19 03:50:50 main:574] : INFO : Epoch 1603 | loss: 0.0311354 | val_loss: 0.0311502 | Time: 2162.37 ms [2022-04-19 03:50:52 main:574] : INFO : Epoch 1604 | loss: 0.0311357 | val_loss: 0.0311549 | Time: 2165.58 ms [2022-04-19 03:50:54 main:574] : INFO : Epoch 1605 | loss: 0.0311337 | val_loss: 0.0311531 | Time: 2173.26 ms [2022-04-19 03:50:56 main:574] : INFO : Epoch 1606 | loss: 0.0311334 | val_loss: 0.031151 | Time: 2152.01 ms [2022-04-19 03:50:59 main:574] : INFO : Epoch 1607 | loss: 0.0311334 | val_loss: 0.0311524 | Time: 2167.48 ms [2022-04-19 03:51:01 main:574] : INFO : Epoch 1608 | loss: 0.0311315 | val_loss: 0.0311513 | Time: 2143.78 ms [2022-04-19 03:51:03 main:574] : INFO : Epoch 1609 | loss: 0.0311309 | val_loss: 0.0311526 | Time: 2147.35 ms [2022-04-19 03:51:05 main:574] : INFO : Epoch 1610 | loss: 0.0311316 | val_loss: 0.0311506 | Time: 2139.02 ms [2022-04-19 03:51:07 main:574] : INFO : Epoch 1611 | loss: 0.0311338 | val_loss: 0.0311525 | Time: 2152.61 ms [2022-04-19 03:51:10 main:574] : INFO : Epoch 1612 | loss: 0.0311317 | val_loss: 0.0311591 | Time: 2138.29 ms [2022-04-19 03:51:12 main:574] : INFO : Epoch 1613 | loss: 0.0311308 | val_loss: 0.0311576 | Time: 2169.11 ms [2022-04-19 03:51:14 main:574] : INFO : Epoch 1614 | loss: 0.0311318 | val_loss: 0.0311513 | Time: 2124.94 ms [2022-04-19 03:51:16 main:574] : INFO : Epoch 1615 | loss: 0.0311307 | val_loss: 0.0311526 | Time: 2156.15 ms [2022-04-19 03:51:18 main:574] : INFO : Epoch 1616 | loss: 0.0311294 | val_loss: 0.0311538 | Time: 2118.57 ms [2022-04-19 03:51:21 main:574] : INFO : Epoch 1617 | loss: 0.0311312 | val_loss: 0.031151 | Time: 2123.81 ms [2022-04-19 03:51:23 main:574] : INFO : Epoch 1618 | loss: 0.0311303 | val_loss: 0.0311576 | Time: 2133.88 ms [2022-04-19 03:51:25 main:574] : INFO : Epoch 1619 | loss: 0.03113 | val_loss: 0.0311537 | Time: 2152.83 ms [2022-04-19 03:51:27 main:574] : INFO : Epoch 1620 | loss: 0.0311292 | val_loss: 0.0311539 | Time: 2130.14 ms [2022-04-19 03:51:29 main:574] : INFO : Epoch 1621 | loss: 0.0311326 | val_loss: 0.0311517 | Time: 2154.18 ms [2022-04-19 03:51:32 main:574] : INFO : Epoch 1622 | loss: 0.0311297 | val_loss: 0.0311552 | Time: 2123 ms [2022-04-19 03:51:34 main:574] : INFO : Epoch 1623 | loss: 0.0311308 | val_loss: 0.0311558 | Time: 2143.02 ms [2022-04-19 03:51:36 main:574] : INFO : Epoch 1624 | loss: 0.03113 | val_loss: 0.0311551 | Time: 2133.19 ms [2022-04-19 03:51:38 main:574] : INFO : Epoch 1625 | loss: 0.0311296 | val_loss: 0.0311511 | Time: 2143.93 ms [2022-04-19 03:51:40 main:574] : INFO : Epoch 1626 | loss: 0.0311297 | val_loss: 0.0311523 | Time: 2173.8 ms [2022-04-19 03:51:43 main:574] : INFO : Epoch 1627 | loss: 0.0311297 | val_loss: 0.0311549 | Time: 2151.46 ms [2022-04-19 03:51:45 main:574] : INFO : Epoch 1628 | loss: 0.0311297 | val_loss: 0.0311515 | Time: 2129.39 ms [2022-04-19 03:51:47 main:574] : INFO : Epoch 1629 | loss: 0.0311288 | val_loss: 0.0311539 | Time: 2163.22 ms [2022-04-19 03:51:49 main:574] : INFO : Epoch 1630 | loss: 0.0311292 | val_loss: 0.0311508 | Time: 2140.96 ms [2022-04-19 03:51:52 main:574] : INFO : Epoch 1631 | loss: 0.0311278 | val_loss: 0.0311531 | Time: 2170.84 ms [2022-04-19 03:51:54 main:574] : INFO : Epoch 1632 | loss: 0.0311292 | val_loss: 0.0311539 | Time: 2285.26 ms [2022-04-19 03:51:56 main:574] : INFO : Epoch 1633 | loss: 0.03113 | val_loss: 0.0311622 | Time: 2141.77 ms [2022-04-19 03:51:59 main:574] : INFO : Epoch 1634 | loss: 0.0311888 | val_loss: 0.0323009 | Time: 2118.29 ms [2022-04-19 03:52:01 main:574] : INFO : Epoch 1635 | loss: 0.055936 | val_loss: 0.0401427 | Time: 2153.81 ms [2022-04-19 03:52:03 main:574] : INFO : Epoch 1636 | loss: 0.03652 | val_loss: 0.0324376 | Time: 2127.16 ms [2022-04-19 03:52:05 main:574] : INFO : Epoch 1637 | loss: 0.0318719 | val_loss: 0.0313239 | Time: 2111.02 ms [2022-04-19 03:52:07 main:574] : INFO : Epoch 1638 | loss: 0.031348 | val_loss: 0.0312712 | Time: 2113.07 ms [2022-04-19 03:52:10 main:574] : INFO : Epoch 1639 | loss: 0.0312634 | val_loss: 0.0312547 | Time: 2147.66 ms [2022-04-19 03:52:12 main:574] : INFO : Epoch 1640 | loss: 0.031249 | val_loss: 0.0312424 | Time: 2178.89 ms [2022-04-19 03:52:14 main:574] : INFO : Epoch 1641 | loss: 0.0312427 | val_loss: 0.0312388 | Time: 2100.54 ms [2022-04-19 03:52:16 main:574] : INFO : Epoch 1642 | loss: 0.0312384 | val_loss: 0.0312346 | Time: 2180.13 ms [2022-04-19 03:52:18 main:574] : INFO : Epoch 1643 | loss: 0.0312344 | val_loss: 0.0312298 | Time: 2126.2 ms [2022-04-19 03:52:21 main:574] : INFO : Epoch 1644 | loss: 0.0312297 | val_loss: 0.0312246 | Time: 2125.05 ms [2022-04-19 03:52:23 main:574] : INFO : Epoch 1645 | loss: 0.031224 | val_loss: 0.0312197 | Time: 2106.45 ms [2022-04-19 03:52:25 main:574] : INFO : Epoch 1646 | loss: 0.0312196 | val_loss: 0.0312164 | Time: 2104.16 ms [2022-04-19 03:52:27 main:574] : INFO : Epoch 1647 | loss: 0.0312164 | val_loss: 0.0312131 | Time: 2115.51 ms [2022-04-19 03:52:29 main:574] : INFO : Epoch 1648 | loss: 0.0312132 | val_loss: 0.0312101 | Time: 2107.89 ms [2022-04-19 03:52:31 main:574] : INFO : Epoch 1649 | loss: 0.0312105 | val_loss: 0.0312077 | Time: 2066.59 ms [2022-04-19 03:52:33 main:574] : INFO : Epoch 1650 | loss: 0.0312082 | val_loss: 0.0312067 | Time: 2146.33 ms [2022-04-19 03:52:36 main:574] : INFO : Epoch 1651 | loss: 0.031206 | val_loss: 0.0312024 | Time: 2081.11 ms [2022-04-19 03:52:38 main:574] : INFO : Epoch 1652 | loss: 0.0312037 | val_loss: 0.0312005 | Time: 2130.97 ms [2022-04-19 03:52:40 main:574] : INFO : Epoch 1653 | loss: 0.0312018 | val_loss: 0.0311986 | Time: 2103.75 ms [2022-04-19 03:52:42 main:574] : INFO : Epoch 1654 | loss: 0.0312006 | val_loss: 0.0311977 | Time: 2108.9 ms [2022-04-19 03:52:44 main:574] : INFO : Epoch 1655 | loss: 0.0311994 | val_loss: 0.0311963 | Time: 2170.13 ms [2022-04-19 03:52:47 main:574] : INFO : Epoch 1656 | loss: 0.0311986 | val_loss: 0.0311954 | Time: 2130 ms [2022-04-19 03:52:49 main:574] : INFO : Epoch 1657 | loss: 0.0311976 | val_loss: 0.0311941 | Time: 2135.18 ms [2022-04-19 03:52:51 main:574] : INFO : Epoch 1658 | loss: 0.0311968 | val_loss: 0.0311935 | Time: 2097.65 ms [2022-04-19 03:52:53 main:574] : INFO : Epoch 1659 | loss: 0.0311964 | val_loss: 0.0311922 | Time: 2145.08 ms [2022-04-19 03:52:55 main:574] : INFO : Epoch 1660 | loss: 0.0311955 | val_loss: 0.0311924 | Time: 2137.4 ms [2022-04-19 03:52:57 main:574] : INFO : Epoch 1661 | loss: 0.0311947 | val_loss: 0.0311911 | Time: 2130.01 ms [2022-04-19 03:53:00 main:574] : INFO : Epoch 1662 | loss: 0.0311941 | val_loss: 0.0311908 | Time: 2100.91 ms [2022-04-19 03:53:02 main:574] : INFO : Epoch 1663 | loss: 0.0311937 | val_loss: 0.0311906 | Time: 2124.75 ms [2022-04-19 03:53:04 main:574] : INFO : Epoch 1664 | loss: 0.0311934 | val_loss: 0.0311904 | Time: 2148.45 ms [2022-04-19 03:53:06 main:574] : INFO : Epoch 1665 | loss: 0.0311934 | val_loss: 0.0311903 | Time: 2131.37 ms [2022-04-19 03:53:08 main:574] : INFO : Epoch 1666 | loss: 0.0311937 | val_loss: 0.0311895 | Time: 2151.71 ms [2022-04-19 03:53:11 main:574] : INFO : Epoch 1667 | loss: 0.0311929 | val_loss: 0.031188 | Time: 2113.29 ms [2022-04-19 03:53:13 main:574] : INFO : Epoch 1668 | loss: 0.031192 | val_loss: 0.0311873 | Time: 2107.11 ms [2022-04-19 03:53:15 main:574] : INFO : Epoch 1669 | loss: 0.0311912 | val_loss: 0.0311867 | Time: 2133.39 ms [2022-04-19 03:53:17 main:574] : INFO : Epoch 1670 | loss: 0.0311906 | val_loss: 0.0311863 | Time: 2102.13 ms [2022-04-19 03:53:19 main:574] : INFO : Epoch 1671 | loss: 0.0311903 | val_loss: 0.0311859 | Time: 2134.83 ms [2022-04-19 03:53:21 main:574] : INFO : Epoch 1672 | loss: 0.03119 | val_loss: 0.0311852 | Time: 2110.6 ms [2022-04-19 03:53:24 main:574] : INFO : Epoch 1673 | loss: 0.0311897 | val_loss: 0.0311851 | Time: 2122.16 ms [2022-04-19 03:53:26 main:574] : INFO : Epoch 1674 | loss: 0.0311897 | val_loss: 0.0311849 | Time: 2134.83 ms [2022-04-19 03:53:28 main:574] : INFO : Epoch 1675 | loss: 0.0311892 | val_loss: 0.0311845 | Time: 2119 ms [2022-04-19 03:53:30 main:574] : INFO : Epoch 1676 | loss: 0.0311889 | val_loss: 0.0311843 | Time: 2098.87 ms [2022-04-19 03:53:32 main:574] : INFO : Epoch 1677 | loss: 0.0311886 | val_loss: 0.0311847 | Time: 2145.75 ms [2022-04-19 03:53:35 main:574] : INFO : Epoch 1678 | loss: 0.0311882 | val_loss: 0.0311834 | Time: 2138.25 ms [2022-04-19 03:53:37 main:574] : INFO : Epoch 1679 | loss: 0.0311877 | val_loss: 0.0311824 | Time: 2107.27 ms [2022-04-19 03:53:39 main:574] : INFO : Epoch 1680 | loss: 0.0311874 | val_loss: 0.0311827 | Time: 2129.13 ms [2022-04-19 03:53:41 main:574] : INFO : Epoch 1681 | loss: 0.0311871 | val_loss: 0.0311823 | Time: 2129.75 ms [2022-04-19 03:53:43 main:574] : INFO : Epoch 1682 | loss: 0.0311866 | val_loss: 0.0311816 | Time: 2216.81 ms [2022-04-19 03:53:45 main:574] : INFO : Epoch 1683 | loss: 0.031186 | val_loss: 0.0311815 | Time: 2141.37 ms [2022-04-19 03:53:48 main:574] : INFO : Epoch 1684 | loss: 0.0311858 | val_loss: 0.0311818 | Time: 2110 ms [2022-04-19 03:53:50 main:574] : INFO : Epoch 1685 | loss: 0.0311851 | val_loss: 0.0311806 | Time: 2095.85 ms [2022-04-19 03:53:52 main:574] : INFO : Epoch 1686 | loss: 0.0311849 | val_loss: 0.0311804 | Time: 2137.89 ms [2022-04-19 03:53:54 main:574] : INFO : Epoch 1687 | loss: 0.0311848 | val_loss: 0.0311806 | Time: 2129.38 ms [2022-04-19 03:53:56 main:574] : INFO : Epoch 1688 | loss: 0.0311844 | val_loss: 0.0311804 | Time: 2111.24 ms [2022-04-19 03:53:58 main:574] : INFO : Epoch 1689 | loss: 0.031184 | val_loss: 0.0311798 | Time: 2096.17 ms [2022-04-19 03:54:01 main:574] : INFO : Epoch 1690 | loss: 0.0311835 | val_loss: 0.0311794 | Time: 2148.22 ms [2022-04-19 03:54:03 main:574] : INFO : Epoch 1691 | loss: 0.0311834 | val_loss: 0.0311797 | Time: 2137.26 ms [2022-04-19 03:54:05 main:574] : INFO : Epoch 1692 | loss: 0.0311832 | val_loss: 0.0311792 | Time: 2099.71 ms [2022-04-19 03:54:07 main:574] : INFO : Epoch 1693 | loss: 0.0311827 | val_loss: 0.0311789 | Time: 2155.55 ms [2022-04-19 03:54:10 main:574] : INFO : Epoch 1694 | loss: 0.0311827 | val_loss: 0.031179 | Time: 2139.14 ms [2022-04-19 03:54:12 main:574] : INFO : Epoch 1695 | loss: 0.0311828 | val_loss: 0.0311786 | Time: 2119 ms [2022-04-19 03:54:14 main:574] : INFO : Epoch 1696 | loss: 0.0311823 | val_loss: 0.031179 | Time: 2137.78 ms [2022-04-19 03:54:16 main:574] : INFO : Epoch 1697 | loss: 0.0311828 | val_loss: 0.0311784 | Time: 2150.11 ms [2022-04-19 03:54:18 main:574] : INFO : Epoch 1698 | loss: 0.0311825 | val_loss: 0.0311788 | Time: 2168.11 ms [2022-04-19 03:54:21 main:574] : INFO : Epoch 1699 | loss: 0.031182 | val_loss: 0.0311781 | Time: 2105.75 ms [2022-04-19 03:54:23 main:574] : INFO : Epoch 1700 | loss: 0.0311817 | val_loss: 0.0311779 | Time: 2174.8 ms [2022-04-19 03:54:25 main:574] : INFO : Epoch 1701 | loss: 0.0311818 | val_loss: 0.031178 | Time: 2175.15 ms [2022-04-19 03:54:28 main:574] : INFO : Epoch 1702 | loss: 0.0311832 | val_loss: 0.0311789 | Time: 2203.03 ms [2022-04-19 03:54:30 main:574] : INFO : Epoch 1703 | loss: 0.0311822 | val_loss: 0.0311778 | Time: 2194.87 ms [2022-04-19 03:54:32 main:574] : INFO : Epoch 1704 | loss: 0.0311816 | val_loss: 0.0311777 | Time: 2150.69 ms [2022-04-19 03:54:34 main:574] : INFO : Epoch 1705 | loss: 0.031181 | val_loss: 0.0311772 | Time: 2185.42 ms [2022-04-19 03:54:37 main:574] : INFO : Epoch 1706 | loss: 0.0311812 | val_loss: 0.0311771 | Time: 2396.13 ms [2022-04-19 03:54:39 main:574] : INFO : Epoch 1707 | loss: 0.0311809 | val_loss: 0.0311787 | Time: 2083.51 ms [2022-04-19 03:54:41 main:574] : INFO : Epoch 1708 | loss: 0.0311817 | val_loss: 0.0311787 | Time: 2246.03 ms [2022-04-19 03:54:44 main:574] : INFO : Epoch 1709 | loss: 0.031181 | val_loss: 0.0311769 | Time: 2189.78 ms [2022-04-19 03:54:46 main:574] : INFO : Epoch 1710 | loss: 0.0311819 | val_loss: 0.0311791 | Time: 2160.87 ms [2022-04-19 03:54:48 main:574] : INFO : Epoch 1711 | loss: 0.0311814 | val_loss: 0.0311763 | Time: 2137.77 ms [2022-04-19 03:54:50 main:574] : INFO : Epoch 1712 | loss: 0.0311805 | val_loss: 0.0311764 | Time: 2111.74 ms [2022-04-19 03:54:52 main:574] : INFO : Epoch 1713 | loss: 0.0311798 | val_loss: 0.0311763 | Time: 2216.34 ms [2022-04-19 03:54:55 main:574] : INFO : Epoch 1714 | loss: 0.0311798 | val_loss: 0.0311762 | Time: 2131.74 ms [2022-04-19 03:54:57 main:574] : INFO : Epoch 1715 | loss: 0.0311798 | val_loss: 0.0311763 | Time: 2128.65 ms [2022-04-19 03:54:59 main:574] : INFO : Epoch 1716 | loss: 0.0311795 | val_loss: 0.0311768 | Time: 2172.12 ms [2022-04-19 03:55:01 main:574] : INFO : Epoch 1717 | loss: 0.0311796 | val_loss: 0.0311755 | Time: 2170.6 ms [2022-04-19 03:55:04 main:574] : INFO : Epoch 1718 | loss: 0.0311794 | val_loss: 0.031175 | Time: 2183.49 ms [2022-04-19 03:55:06 main:574] : INFO : Epoch 1719 | loss: 0.0311795 | val_loss: 0.031176 | Time: 2115.38 ms [2022-04-19 03:55:08 main:574] : INFO : Epoch 1720 | loss: 0.0311789 | val_loss: 0.0311747 | Time: 2121.78 ms [2022-04-19 03:55:10 main:574] : INFO : Epoch 1721 | loss: 0.0311792 | val_loss: 0.0311753 | Time: 2201.32 ms [2022-04-19 03:55:12 main:574] : INFO : Epoch 1722 | loss: 0.0311793 | val_loss: 0.0311754 | Time: 2143.71 ms [2022-04-19 03:55:15 main:574] : INFO : Epoch 1723 | loss: 0.031178 | val_loss: 0.0311745 | Time: 2124.51 ms [2022-04-19 03:55:17 main:574] : INFO : Epoch 1724 | loss: 0.0311782 | val_loss: 0.0311754 | Time: 2153.23 ms [2022-04-19 03:55:19 main:574] : INFO : Epoch 1725 | loss: 0.0311779 | val_loss: 0.0311747 | Time: 2180.72 ms [2022-04-19 03:55:21 main:574] : INFO : Epoch 1726 | loss: 0.0311774 | val_loss: 0.0311746 | Time: 2265.79 ms [2022-04-19 03:55:24 main:574] : INFO : Epoch 1727 | loss: 0.0311786 | val_loss: 0.0311741 | Time: 2214.9 ms [2022-04-19 03:55:26 main:574] : INFO : Epoch 1728 | loss: 0.0311783 | val_loss: 0.0311743 | Time: 2184.41 ms [2022-04-19 03:55:28 main:574] : INFO : Epoch 1729 | loss: 0.0311786 | val_loss: 0.0311746 | Time: 2160.84 ms [2022-04-19 03:55:31 main:574] : INFO : Epoch 1730 | loss: 0.0311779 | val_loss: 0.0311774 | Time: 2200.31 ms [2022-04-19 03:55:33 main:574] : INFO : Epoch 1731 | loss: 0.0311784 | val_loss: 0.0311739 | Time: 2240.81 ms [2022-04-19 03:55:35 main:574] : INFO : Epoch 1732 | loss: 0.0311777 | val_loss: 0.0311744 | Time: 2185.95 ms [2022-04-19 03:55:37 main:574] : INFO : Epoch 1733 | loss: 0.0311782 | val_loss: 0.0311738 | Time: 2142.62 ms [2022-04-19 03:55:40 main:574] : INFO : Epoch 1734 | loss: 0.0311781 | val_loss: 0.0311739 | Time: 2267.95 ms [2022-04-19 03:55:42 main:574] : INFO : Epoch 1735 | loss: 0.0311771 | val_loss: 0.0311726 | Time: 2177.54 ms [2022-04-19 03:55:44 main:574] : INFO : Epoch 1736 | loss: 0.0311774 | val_loss: 0.0311737 | Time: 2159.56 ms [2022-04-19 03:55:47 main:574] : INFO : Epoch 1737 | loss: 0.0311765 | val_loss: 0.0311731 | Time: 2243.71 ms [2022-04-19 03:55:49 main:574] : INFO : Epoch 1738 | loss: 0.031176 | val_loss: 0.0311723 | Time: 2158.38 ms [2022-04-19 03:55:51 main:574] : INFO : Epoch 1739 | loss: 0.0311757 | val_loss: 0.0311721 | Time: 2186.56 ms [2022-04-19 03:55:53 main:574] : INFO : Epoch 1740 | loss: 0.0311754 | val_loss: 0.031172 | Time: 2141.79 ms [2022-04-19 03:55:56 main:574] : INFO : Epoch 1741 | loss: 0.0311759 | val_loss: 0.0311741 | Time: 2167.35 ms [2022-04-19 03:55:58 main:574] : INFO : Epoch 1742 | loss: 0.0311788 | val_loss: 0.031176 | Time: 2434.48 ms [2022-04-19 03:56:01 main:574] : INFO : Epoch 1743 | loss: 0.0311802 | val_loss: 0.0311745 | Time: 2304.34 ms [2022-04-19 03:56:03 main:574] : INFO : Epoch 1744 | loss: 0.0311807 | val_loss: 0.0311736 | Time: 2116.29 ms [2022-04-19 03:56:05 main:574] : INFO : Epoch 1745 | loss: 0.0311814 | val_loss: 0.0311748 | Time: 2205.53 ms [2022-04-19 03:56:07 main:574] : INFO : Epoch 1746 | loss: 0.0311804 | val_loss: 0.0311737 | Time: 2203.5 ms [2022-04-19 03:56:10 main:574] : INFO : Epoch 1747 | loss: 0.0311784 | val_loss: 0.0311701 | Time: 2246.96 ms [2022-04-19 03:56:12 main:574] : INFO : Epoch 1748 | loss: 0.031175 | val_loss: 0.0311678 | Time: 2217.81 ms [2022-04-19 03:56:14 main:574] : INFO : Epoch 1749 | loss: 0.0311737 | val_loss: 0.0311676 | Time: 2182.13 ms [2022-04-19 03:56:16 main:574] : INFO : Epoch 1750 | loss: 0.0311743 | val_loss: 0.0311683 | Time: 2210.77 ms [2022-04-19 03:56:19 main:574] : INFO : Epoch 1751 | loss: 0.0311731 | val_loss: 0.031167 | Time: 2112.79 ms [2022-04-19 03:56:21 main:574] : INFO : Epoch 1752 | loss: 0.0311721 | val_loss: 0.0311653 | Time: 2155.92 ms [2022-04-19 03:56:23 main:574] : INFO : Epoch 1753 | loss: 0.0311716 | val_loss: 0.0311661 | Time: 2357.36 ms [2022-04-19 03:56:26 main:574] : INFO : Epoch 1754 | loss: 0.0311711 | val_loss: 0.0311658 | Time: 2270.09 ms [2022-04-19 03:56:28 main:574] : INFO : Epoch 1755 | loss: 0.0311705 | val_loss: 0.0311665 | Time: 2274.3 ms [2022-04-19 03:56:30 main:574] : INFO : Epoch 1756 | loss: 0.0311715 | val_loss: 0.0311664 | Time: 2115.38 ms [2022-04-19 03:56:32 main:574] : INFO : Epoch 1757 | loss: 0.0311695 | val_loss: 0.0311647 | Time: 2225.79 ms [2022-04-19 03:56:35 main:574] : INFO : Epoch 1758 | loss: 0.0311697 | val_loss: 0.0311656 | Time: 2305.64 ms [2022-04-19 03:56:37 main:574] : INFO : Epoch 1759 | loss: 0.0311704 | val_loss: 0.0311703 | Time: 2246.31 ms [2022-04-19 03:56:40 main:574] : INFO : Epoch 1760 | loss: 0.0311699 | val_loss: 0.0311653 | Time: 2152.54 ms [2022-04-19 03:56:42 main:574] : INFO : Epoch 1761 | loss: 0.031169 | val_loss: 0.0311681 | Time: 2333.02 ms [2022-04-19 03:56:45 main:574] : INFO : Epoch 1762 | loss: 0.0311692 | val_loss: 0.031165 | Time: 2327.36 ms [2022-04-19 03:56:47 main:574] : INFO : Epoch 1763 | loss: 0.0311682 | val_loss: 0.0311643 | Time: 2364.7 ms [2022-04-19 03:56:49 main:574] : INFO : Epoch 1764 | loss: 0.0311684 | val_loss: 0.0311651 | Time: 2234.45 ms [2022-04-19 03:56:52 main:574] : INFO : Epoch 1765 | loss: 0.0311679 | val_loss: 0.0311639 | Time: 2259.65 ms [2022-04-19 03:56:54 main:574] : INFO : Epoch 1766 | loss: 0.0311671 | val_loss: 0.0311639 | Time: 2475.25 ms [2022-04-19 03:56:57 main:574] : INFO : Epoch 1767 | loss: 0.031168 | val_loss: 0.0311643 | Time: 2433.17 ms [2022-04-19 03:56:59 main:574] : INFO : Epoch 1768 | loss: 0.0311669 | val_loss: 0.0311637 | Time: 2274.88 ms [2022-04-19 03:57:01 main:574] : INFO : Epoch 1769 | loss: 0.0311667 | val_loss: 0.0311642 | Time: 2249.53 ms [2022-04-19 03:57:04 main:574] : INFO : Epoch 1770 | loss: 0.0311668 | val_loss: 0.0311639 | Time: 2309.3 ms [2022-04-19 03:57:06 main:574] : INFO : Epoch 1771 | loss: 0.0311664 | val_loss: 0.0311648 | Time: 2312.62 ms [2022-04-19 03:57:08 main:574] : INFO : Epoch 1772 | loss: 0.031167 | val_loss: 0.031164 | Time: 2214.34 ms [2022-04-19 03:57:11 main:574] : INFO : Epoch 1773 | loss: 0.0311678 | val_loss: 0.031164 | Time: 2351.4 ms [2022-04-19 03:57:13 main:574] : INFO : Epoch 1774 | loss: 0.0311666 | val_loss: 0.0311662 | Time: 2298.89 ms [2022-04-19 03:57:16 main:574] : INFO : Epoch 1775 | loss: 0.0311689 | val_loss: 0.0311664 | Time: 2296.35 ms [2022-04-19 03:57:18 main:574] : INFO : Epoch 1776 | loss: 0.0311715 | val_loss: 0.0311669 | Time: 2310.14 ms [2022-04-19 03:57:20 main:574] : INFO : Epoch 1777 | loss: 0.0311702 | val_loss: 0.0311666 | Time: 2206.34 ms [2022-04-19 03:57:23 main:574] : INFO : Epoch 1778 | loss: 0.0311689 | val_loss: 0.0311664 | Time: 2378.02 ms [2022-04-19 03:57:25 main:574] : INFO : Epoch 1779 | loss: 0.0311687 | val_loss: 0.0311638 | Time: 2423.2 ms [2022-04-19 03:57:28 main:574] : INFO : Epoch 1780 | loss: 0.0311662 | val_loss: 0.0311645 | Time: 2364.54 ms [2022-04-19 03:57:30 main:574] : INFO : Epoch 1781 | loss: 0.031166 | val_loss: 0.0311642 | Time: 2203.05 ms [2022-04-19 03:57:33 main:574] : INFO : Epoch 1782 | loss: 0.0311675 | val_loss: 0.031165 | Time: 2358.61 ms [2022-04-19 03:57:36 main:574] : INFO : Epoch 1783 | loss: 0.0311674 | val_loss: 0.0311654 | Time: 2694 ms [2022-04-19 03:57:38 main:574] : INFO : Epoch 1784 | loss: 0.0311676 | val_loss: 0.0311667 | Time: 2415.79 ms [2022-04-19 03:57:41 main:574] : INFO : Epoch 1785 | loss: 0.0311682 | val_loss: 0.0311671 | Time: 2235.47 ms [2022-04-19 03:57:43 main:574] : INFO : Epoch 1786 | loss: 0.0311675 | val_loss: 0.0311655 | Time: 2326.52 ms [2022-04-19 03:57:46 main:574] : INFO : Epoch 1787 | loss: 0.031168 | val_loss: 0.0311668 | Time: 2615.73 ms [2022-04-19 03:57:48 main:574] : INFO : Epoch 1788 | loss: 0.0311666 | val_loss: 0.0311649 | Time: 2613.54 ms [2022-04-19 03:57:51 main:574] : INFO : Epoch 1789 | loss: 0.0311668 | val_loss: 0.0311668 | Time: 2500.63 ms [2022-04-19 03:57:53 main:574] : INFO : Epoch 1790 | loss: 0.0311662 | val_loss: 0.0311644 | Time: 2307.35 ms [2022-04-19 03:57:56 main:574] : INFO : Epoch 1791 | loss: 0.0311641 | val_loss: 0.0311633 | Time: 2388.16 ms [2022-04-19 03:57:59 main:574] : INFO : Epoch 1792 | loss: 0.0311646 | val_loss: 0.0311643 | Time: 2837.21 ms [2022-04-19 03:58:02 main:574] : INFO : Epoch 1793 | loss: 0.031165 | val_loss: 0.0311665 | Time: 2581.17 ms [2022-04-19 03:58:04 main:574] : INFO : Epoch 1794 | loss: 0.0311645 | val_loss: 0.0311634 | Time: 2416.86 ms [2022-04-19 03:58:07 main:574] : INFO : Epoch 1795 | loss: 0.0311633 | val_loss: 0.0311634 | Time: 2206.95 ms [2022-04-19 03:58:09 main:574] : INFO : Epoch 1796 | loss: 0.031164 | val_loss: 0.031168 | Time: 2311.73 ms [2022-04-19 03:58:12 main:574] : INFO : Epoch 1797 | loss: 0.0311659 | val_loss: 0.0311678 | Time: 2519.42 ms [2022-04-19 03:58:14 main:574] : INFO : Epoch 1798 | loss: 0.0311627 | val_loss: 0.0311618 | Time: 2548.26 ms [2022-04-19 03:58:17 main:574] : INFO : Epoch 1799 | loss: 0.031163 | val_loss: 0.0311609 | Time: 2305.46 ms [2022-04-19 03:58:19 main:574] : INFO : Epoch 1800 | loss: 0.0311631 | val_loss: 0.0311632 | Time: 2340.82 ms [2022-04-19 03:58:22 main:574] : INFO : Epoch 1801 | loss: 0.0311631 | val_loss: 0.0311603 | Time: 2709.34 ms [2022-04-19 03:58:24 main:574] : INFO : Epoch 1802 | loss: 0.031161 | val_loss: 0.0311606 | Time: 2440.92 ms [2022-04-19 03:58:27 main:574] : INFO : Epoch 1803 | loss: 0.0311606 | val_loss: 0.0311632 | Time: 2204.68 ms [2022-04-19 03:58:29 main:574] : INFO : Epoch 1804 | loss: 0.0311641 | val_loss: 0.0311636 | Time: 2123.24 ms [2022-04-19 03:58:31 main:574] : INFO : Epoch 1805 | loss: 0.0311618 | val_loss: 0.0311614 | Time: 2167.85 ms [2022-04-19 03:58:33 main:574] : INFO : Epoch 1806 | loss: 0.0311604 | val_loss: 0.0311607 | Time: 2138.82 ms [2022-04-19 03:58:36 main:574] : INFO : Epoch 1807 | loss: 0.0311606 | val_loss: 0.0311607 | Time: 2128.81 ms [2022-04-19 03:58:38 main:574] : INFO : Epoch 1808 | loss: 0.031159 | val_loss: 0.0311612 | Time: 2085.98 ms [2022-04-19 03:58:40 main:574] : INFO : Epoch 1809 | loss: 0.0311593 | val_loss: 0.0311611 | Time: 2151.25 ms [2022-04-19 03:58:42 main:574] : INFO : Epoch 1810 | loss: 0.0311588 | val_loss: 0.0311611 | Time: 2111.4 ms [2022-04-19 03:58:44 main:574] : INFO : Epoch 1811 | loss: 0.0311596 | val_loss: 0.0311602 | Time: 2114.43 ms [2022-04-19 03:58:47 main:574] : INFO : Epoch 1812 | loss: 0.031159 | val_loss: 0.0311611 | Time: 2099.44 ms [2022-04-19 03:58:49 main:574] : INFO : Epoch 1813 | loss: 0.0311595 | val_loss: 0.0311604 | Time: 2104.72 ms [2022-04-19 03:58:51 main:574] : INFO : Epoch 1814 | loss: 0.031165 | val_loss: 0.0311614 | Time: 2122.33 ms [2022-04-19 03:58:53 main:574] : INFO : Epoch 1815 | loss: 0.031162 | val_loss: 0.0311615 | Time: 2125.4 ms [2022-04-19 03:58:55 main:574] : INFO : Epoch 1816 | loss: 0.0311601 | val_loss: 0.0311605 | Time: 2116.42 ms [2022-04-19 03:58:58 main:574] : INFO : Epoch 1817 | loss: 0.0311605 | val_loss: 0.0311614 | Time: 2136.56 ms [2022-04-19 03:59:00 main:574] : INFO : Epoch 1818 | loss: 0.031163 | val_loss: 0.0311621 | Time: 2103.83 ms [2022-04-19 03:59:02 main:574] : INFO : Epoch 1819 | loss: 0.0311587 | val_loss: 0.0311587 | Time: 2094.64 ms [2022-04-19 03:59:04 main:574] : INFO : Epoch 1820 | loss: 0.0311576 | val_loss: 0.0311613 | Time: 2141.29 ms [2022-04-19 03:59:06 main:574] : INFO : Epoch 1821 | loss: 0.031158 | val_loss: 0.0311612 | Time: 2093.04 ms [2022-04-19 03:59:08 main:574] : INFO : Epoch 1822 | loss: 0.0311581 | val_loss: 0.0311607 | Time: 2133.96 ms [2022-04-19 03:59:11 main:574] : INFO : Epoch 1823 | loss: 0.0311575 | val_loss: 0.03116 | Time: 2096.99 ms [2022-04-19 03:59:13 main:574] : INFO : Epoch 1824 | loss: 0.0311574 | val_loss: 0.0311579 | Time: 2100 ms [2022-04-19 03:59:15 main:574] : INFO : Epoch 1825 | loss: 0.0311573 | val_loss: 0.0311583 | Time: 2164.4 ms [2022-04-19 03:59:17 main:574] : INFO : Epoch 1826 | loss: 0.0311568 | val_loss: 0.0311606 | Time: 2144.21 ms [2022-04-19 03:59:20 main:574] : INFO : Epoch 1827 | loss: 0.0311592 | val_loss: 0.0311588 | Time: 2134.63 ms [2022-04-19 03:59:22 main:574] : INFO : Epoch 1828 | loss: 0.0311591 | val_loss: 0.031163 | Time: 2118.6 ms [2022-04-19 03:59:24 main:574] : INFO : Epoch 1829 | loss: 0.0311619 | val_loss: 0.0311619 | Time: 2141.36 ms [2022-04-19 03:59:26 main:574] : INFO : Epoch 1830 | loss: 0.031158 | val_loss: 0.0311632 | Time: 2088.25 ms [2022-04-19 03:59:28 main:574] : INFO : Epoch 1831 | loss: 0.0311598 | val_loss: 0.0311582 | Time: 2224.65 ms [2022-04-19 03:59:31 main:574] : INFO : Epoch 1832 | loss: 0.0311566 | val_loss: 0.0311608 | Time: 2189.65 ms [2022-04-19 03:59:33 main:574] : INFO : Epoch 1833 | loss: 0.0311549 | val_loss: 0.0311579 | Time: 2114.87 ms [2022-04-19 03:59:35 main:574] : INFO : Epoch 1834 | loss: 0.0311567 | val_loss: 0.0311601 | Time: 2120.94 ms [2022-04-19 03:59:37 main:574] : INFO : Epoch 1835 | loss: 0.0311563 | val_loss: 0.0311592 | Time: 2142.35 ms [2022-04-19 03:59:39 main:574] : INFO : Epoch 1836 | loss: 0.031155 | val_loss: 0.0311614 | Time: 2137.38 ms [2022-04-19 03:59:42 main:574] : INFO : Epoch 1837 | loss: 0.0311582 | val_loss: 0.0311588 | Time: 2139.76 ms [2022-04-19 03:59:44 main:574] : INFO : Epoch 1838 | loss: 0.0311603 | val_loss: 0.0311599 | Time: 2124.77 ms [2022-04-19 03:59:46 main:574] : INFO : Epoch 1839 | loss: 0.0311553 | val_loss: 0.0311577 | Time: 2095.93 ms [2022-04-19 03:59:48 main:574] : INFO : Epoch 1840 | loss: 0.0311542 | val_loss: 0.0311618 | Time: 2121.84 ms [2022-04-19 03:59:50 main:574] : INFO : Epoch 1841 | loss: 0.0311547 | val_loss: 0.0311585 | Time: 2117.65 ms [2022-04-19 03:59:53 main:574] : INFO : Epoch 1842 | loss: 0.0311531 | val_loss: 0.0311587 | Time: 2164.44 ms [2022-04-19 03:59:55 main:574] : INFO : Epoch 1843 | loss: 0.0311531 | val_loss: 0.0311589 | Time: 2142.45 ms [2022-04-19 03:59:57 main:574] : INFO : Epoch 1844 | loss: 0.0311526 | val_loss: 0.0311583 | Time: 2122.3 ms [2022-04-19 03:59:59 main:574] : INFO : Epoch 1845 | loss: 0.0311548 | val_loss: 0.0311597 | Time: 2132.56 ms [2022-04-19 04:00:01 main:574] : INFO : Epoch 1846 | loss: 0.031152 | val_loss: 0.0311576 | Time: 2160.26 ms [2022-04-19 04:00:03 main:574] : INFO : Epoch 1847 | loss: 0.0311541 | val_loss: 0.0311578 | Time: 2134.29 ms [2022-04-19 04:00:06 main:574] : INFO : Epoch 1848 | loss: 0.0311514 | val_loss: 0.0311631 | Time: 2119.4 ms [2022-04-19 04:00:08 main:574] : INFO : Epoch 1849 | loss: 0.0311572 | val_loss: 0.0311644 | Time: 2143.63 ms [2022-04-19 04:00:10 main:574] : INFO : Epoch 1850 | loss: 0.0311563 | val_loss: 0.0311628 | Time: 2149.17 ms [2022-04-19 04:00:12 main:574] : INFO : Epoch 1851 | loss: 0.0311548 | val_loss: 0.031159 | Time: 2132.25 ms [2022-04-19 04:00:14 main:574] : INFO : Epoch 1852 | loss: 0.0311543 | val_loss: 0.0311596 | Time: 2133.9 ms [2022-04-19 04:00:17 main:574] : INFO : Epoch 1853 | loss: 0.0311558 | val_loss: 0.0311584 | Time: 2116.5 ms [2022-04-19 04:00:19 main:574] : INFO : Epoch 1854 | loss: 0.0311585 | val_loss: 0.0311615 | Time: 2116.19 ms [2022-04-19 04:00:21 main:574] : INFO : Epoch 1855 | loss: 0.031157 | val_loss: 0.0311568 | Time: 2135.14 ms [2022-04-19 04:00:23 main:574] : INFO : Epoch 1856 | loss: 0.0311551 | val_loss: 0.0311564 | Time: 2143.68 ms [2022-04-19 04:00:25 main:574] : INFO : Epoch 1857 | loss: 0.0311533 | val_loss: 0.0311556 | Time: 2131.97 ms [2022-04-19 04:00:27 main:574] : INFO : Epoch 1858 | loss: 0.0311529 | val_loss: 0.0311544 | Time: 2111.18 ms [2022-04-19 04:00:30 main:574] : INFO : Epoch 1859 | loss: 0.0311524 | val_loss: 0.0311552 | Time: 2132.28 ms [2022-04-19 04:00:32 main:574] : INFO : Epoch 1860 | loss: 0.0311512 | val_loss: 0.0311545 | Time: 2118.41 ms [2022-04-19 04:00:34 main:574] : INFO : Epoch 1861 | loss: 0.0311527 | val_loss: 0.0311546 | Time: 2108.16 ms [2022-04-19 04:00:36 main:574] : INFO : Epoch 1862 | loss: 0.0311509 | val_loss: 0.0311549 | Time: 2113.53 ms [2022-04-19 04:00:38 main:574] : INFO : Epoch 1863 | loss: 0.0311513 | val_loss: 0.0311576 | Time: 2115.9 ms [2022-04-19 04:00:40 main:574] : INFO : Epoch 1864 | loss: 0.0311542 | val_loss: 0.0311659 | Time: 2103.49 ms [2022-04-19 04:00:43 main:574] : INFO : Epoch 1865 | loss: 0.0311536 | val_loss: 0.0311546 | Time: 2115.04 ms [2022-04-19 04:00:45 main:574] : INFO : Epoch 1866 | loss: 0.0311503 | val_loss: 0.0311564 | Time: 2113.87 ms [2022-04-19 04:00:47 main:574] : INFO : Epoch 1867 | loss: 0.0311499 | val_loss: 0.0311562 | Time: 2137.08 ms [2022-04-19 04:00:49 main:574] : INFO : Epoch 1868 | loss: 0.0311498 | val_loss: 0.0311555 | Time: 2127.18 ms [2022-04-19 04:00:51 main:574] : INFO : Epoch 1869 | loss: 0.0311544 | val_loss: 0.0311553 | Time: 2106.84 ms [2022-04-19 04:00:53 main:574] : INFO : Epoch 1870 | loss: 0.0311519 | val_loss: 0.0311548 | Time: 2116 ms [2022-04-19 04:00:56 main:574] : INFO : Epoch 1871 | loss: 0.0311491 | val_loss: 0.031156 | Time: 2147.91 ms [2022-04-19 04:00:58 main:574] : INFO : Epoch 1872 | loss: 0.03115 | val_loss: 0.031157 | Time: 2108.14 ms [2022-04-19 04:01:00 main:574] : INFO : Epoch 1873 | loss: 0.0311522 | val_loss: 0.0311593 | Time: 2153.37 ms [2022-04-19 04:01:02 main:574] : INFO : Epoch 1874 | loss: 0.0311499 | val_loss: 0.031163 | Time: 2167.26 ms [2022-04-19 04:01:05 main:574] : INFO : Epoch 1875 | loss: 0.0311547 | val_loss: 0.0311676 | Time: 2157.06 ms [2022-04-19 04:01:07 main:574] : INFO : Epoch 1876 | loss: 0.0311519 | val_loss: 0.0311541 | Time: 2139.24 ms [2022-04-19 04:01:09 main:574] : INFO : Epoch 1877 | loss: 0.0311481 | val_loss: 0.0311563 | Time: 2139.19 ms [2022-04-19 04:01:11 main:574] : INFO : Epoch 1878 | loss: 0.0311511 | val_loss: 0.0311643 | Time: 2113.88 ms [2022-04-19 04:01:13 main:574] : INFO : Epoch 1879 | loss: 0.0311554 | val_loss: 0.0311678 | Time: 2096.56 ms [2022-04-19 04:01:15 main:574] : INFO : Epoch 1880 | loss: 0.0311511 | val_loss: 0.0311556 | Time: 2141.92 ms [2022-04-19 04:01:18 main:574] : INFO : Epoch 1881 | loss: 0.0311502 | val_loss: 0.03116 | Time: 2116.48 ms [2022-04-19 04:01:20 main:574] : INFO : Epoch 1882 | loss: 0.031156 | val_loss: 0.0311596 | Time: 2139.54 ms [2022-04-19 04:01:22 main:574] : INFO : Epoch 1883 | loss: 0.0311544 | val_loss: 0.0311582 | Time: 2139.44 ms [2022-04-19 04:01:24 main:574] : INFO : Epoch 1884 | loss: 0.0311534 | val_loss: 0.0311592 | Time: 2151.08 ms [2022-04-19 04:01:26 main:574] : INFO : Epoch 1885 | loss: 0.0311505 | val_loss: 0.0311547 | Time: 2099.6 ms [2022-04-19 04:01:29 main:574] : INFO : Epoch 1886 | loss: 0.0311487 | val_loss: 0.031156 | Time: 2126.58 ms [2022-04-19 04:01:31 main:574] : INFO : Epoch 1887 | loss: 0.0311484 | val_loss: 0.0311537 | Time: 2142.08 ms [2022-04-19 04:01:33 main:574] : INFO : Epoch 1888 | loss: 0.0311477 | val_loss: 0.0311591 | Time: 2152.67 ms [2022-04-19 04:01:35 main:574] : INFO : Epoch 1889 | loss: 0.0311545 | val_loss: 0.0311538 | Time: 2107.27 ms [2022-04-19 04:01:37 main:574] : INFO : Epoch 1890 | loss: 0.0311485 | val_loss: 0.0311544 | Time: 2140.22 ms [2022-04-19 04:01:40 main:574] : INFO : Epoch 1891 | loss: 0.0311493 | val_loss: 0.0311546 | Time: 2172.04 ms [2022-04-19 04:01:42 main:574] : INFO : Epoch 1892 | loss: 0.0311478 | val_loss: 0.0311541 | Time: 2168.41 ms [2022-04-19 04:01:44 main:574] : INFO : Epoch 1893 | loss: 0.0311519 | val_loss: 0.0311604 | Time: 2168.73 ms [2022-04-19 04:01:46 main:574] : INFO : Epoch 1894 | loss: 0.0311491 | val_loss: 0.0311538 | Time: 2158.31 ms [2022-04-19 04:01:48 main:574] : INFO : Epoch 1895 | loss: 0.0311493 | val_loss: 0.0311533 | Time: 2139.71 ms [2022-04-19 04:01:51 main:574] : INFO : Epoch 1896 | loss: 0.0311516 | val_loss: 0.031157 | Time: 2106.04 ms [2022-04-19 04:01:53 main:574] : INFO : Epoch 1897 | loss: 0.0311504 | val_loss: 0.0311549 | Time: 2129.23 ms [2022-04-19 04:01:55 main:574] : INFO : Epoch 1898 | loss: 0.0311513 | val_loss: 0.0311553 | Time: 2134.15 ms [2022-04-19 04:01:57 main:574] : INFO : Epoch 1899 | loss: 0.0311547 | val_loss: 0.0311687 | Time: 2123.58 ms [2022-04-19 04:01:59 main:574] : INFO : Epoch 1900 | loss: 0.0311592 | val_loss: 0.031157 | Time: 2104.04 ms [2022-04-19 04:02:02 main:574] : INFO : Epoch 1901 | loss: 0.0311578 | val_loss: 0.0311618 | Time: 2145.61 ms [2022-04-19 04:02:04 main:574] : INFO : Epoch 1902 | loss: 0.0311546 | val_loss: 0.0311575 | Time: 2119 ms [2022-04-19 04:02:06 main:574] : INFO : Epoch 1903 | loss: 0.0311534 | val_loss: 0.0311558 | Time: 2139.32 ms [2022-04-19 04:02:08 main:574] : INFO : Epoch 1904 | loss: 0.0311517 | val_loss: 0.0311532 | Time: 2128.37 ms [2022-04-19 04:02:10 main:574] : INFO : Epoch 1905 | loss: 0.0311505 | val_loss: 0.0311546 | Time: 2126.81 ms [2022-04-19 04:02:13 main:574] : INFO : Epoch 1906 | loss: 0.0311512 | val_loss: 0.031156 | Time: 2113.03 ms [2022-04-19 04:02:15 main:574] : INFO : Epoch 1907 | loss: 0.0311519 | val_loss: 0.031157 | Time: 2148.19 ms [2022-04-19 04:02:17 main:574] : INFO : Epoch 1908 | loss: 0.0311515 | val_loss: 0.0311555 | Time: 2105.23 ms [2022-04-19 04:02:19 main:574] : INFO : Epoch 1909 | loss: 0.0311502 | val_loss: 0.0311549 | Time: 2111.58 ms [2022-04-19 04:02:21 main:574] : INFO : Epoch 1910 | loss: 0.0311498 | val_loss: 0.0311534 | Time: 2150.78 ms [2022-04-19 04:02:23 main:574] : INFO : Epoch 1911 | loss: 0.0311526 | val_loss: 0.0311604 | Time: 2147.83 ms [2022-04-19 04:02:26 main:574] : INFO : Epoch 1912 | loss: 0.0311556 | val_loss: 0.0311544 | Time: 2148.39 ms [2022-04-19 04:02:28 main:574] : INFO : Epoch 1913 | loss: 0.0311542 | val_loss: 0.0311659 | Time: 2123.93 ms [2022-04-19 04:02:30 main:574] : INFO : Epoch 1914 | loss: 0.0311541 | val_loss: 0.0311607 | Time: 2151.13 ms [2022-04-19 04:02:32 main:574] : INFO : Epoch 1915 | loss: 0.031151 | val_loss: 0.0311528 | Time: 2143.51 ms [2022-04-19 04:02:34 main:574] : INFO : Epoch 1916 | loss: 0.0311496 | val_loss: 0.0311532 | Time: 2128.24 ms [2022-04-19 04:02:37 main:574] : INFO : Epoch 1917 | loss: 0.0311492 | val_loss: 0.0311524 | Time: 2127.83 ms [2022-04-19 04:02:39 main:574] : INFO : Epoch 1918 | loss: 0.0311479 | val_loss: 0.0311534 | Time: 2114.91 ms [2022-04-19 04:02:41 main:574] : INFO : Epoch 1919 | loss: 0.0311487 | val_loss: 0.0311498 | Time: 2135.09 ms [2022-04-19 04:02:43 main:574] : INFO : Epoch 1920 | loss: 0.0311488 | val_loss: 0.0311502 | Time: 2109.78 ms [2022-04-19 04:02:45 main:574] : INFO : Epoch 1921 | loss: 0.0311465 | val_loss: 0.0311511 | Time: 2134.71 ms [2022-04-19 04:02:47 main:574] : INFO : Epoch 1922 | loss: 0.031148 | val_loss: 0.03115 | Time: 2128.22 ms [2022-04-19 04:02:50 main:574] : INFO : Epoch 1923 | loss: 0.0311526 | val_loss: 0.0311846 | Time: 2116.64 ms [2022-04-19 04:02:52 main:574] : INFO : Epoch 1924 | loss: 0.0311541 | val_loss: 0.0311784 | Time: 2114.83 ms [2022-04-19 04:02:54 main:574] : INFO : Epoch 1925 | loss: 0.03115 | val_loss: 0.0311511 | Time: 2133.33 ms [2022-04-19 04:02:56 main:574] : INFO : Epoch 1926 | loss: 0.031146 | val_loss: 0.0311554 | Time: 2138.66 ms [2022-04-19 04:02:58 main:574] : INFO : Epoch 1927 | loss: 0.0311469 | val_loss: 0.0311546 | Time: 2167.46 ms [2022-04-19 04:03:01 main:574] : INFO : Epoch 1928 | loss: 0.0311495 | val_loss: 0.0311595 | Time: 2115.39 ms [2022-04-19 04:03:03 main:574] : INFO : Epoch 1929 | loss: 0.0311476 | val_loss: 0.0311552 | Time: 2116.36 ms [2022-04-19 04:03:05 main:574] : INFO : Epoch 1930 | loss: 0.031147 | val_loss: 0.0311533 | Time: 2123.55 ms [2022-04-19 04:03:07 main:574] : INFO : Epoch 1931 | loss: 0.0311465 | val_loss: 0.0311516 | Time: 2115.19 ms [2022-04-19 04:03:10 main:574] : INFO : Epoch 1932 | loss: 0.031147 | val_loss: 0.031153 | Time: 2107.43 ms [2022-04-19 04:03:12 main:574] : INFO : Epoch 1933 | loss: 0.0311475 | val_loss: 0.0311553 | Time: 2099.4 ms [2022-04-19 04:03:14 main:574] : INFO : Epoch 1934 | loss: 0.0311527 | val_loss: 0.0311516 | Time: 2092.03 ms [2022-04-19 04:03:16 main:574] : INFO : Epoch 1935 | loss: 0.0311466 | val_loss: 0.0311507 | Time: 2095.57 ms [2022-04-19 04:03:18 main:574] : INFO : Epoch 1936 | loss: 0.0311444 | val_loss: 0.0311509 | Time: 2125.71 ms [2022-04-19 04:03:20 main:574] : INFO : Epoch 1937 | loss: 0.0311448 | val_loss: 0.0311514 | Time: 2122.1 ms [2022-04-19 04:03:23 main:574] : INFO : Epoch 1938 | loss: 0.0311462 | val_loss: 0.0311548 | Time: 2110.9 ms [2022-04-19 04:03:25 main:574] : INFO : Epoch 1939 | loss: 0.0311507 | val_loss: 0.0311533 | Time: 2140.68 ms [2022-04-19 04:03:27 main:574] : INFO : Epoch 1940 | loss: 0.0311448 | val_loss: 0.031153 | Time: 2119.89 ms [2022-04-19 04:03:30 main:574] : INFO : Epoch 1941 | loss: 0.031146 | val_loss: 0.0311509 | Time: 2128.16 ms [2022-04-19 04:03:32 main:574] : INFO : Epoch 1942 | loss: 0.0311445 | val_loss: 0.0311515 | Time: 2129.9 ms [2022-04-19 04:03:34 main:574] : INFO : Epoch 1943 | loss: 0.0311465 | val_loss: 0.0311538 | Time: 2106.78 ms [2022-04-19 04:03:36 main:574] : INFO : Epoch 1944 | loss: 0.0311458 | val_loss: 0.0311512 | Time: 2123.13 ms [2022-04-19 04:03:38 main:574] : INFO : Epoch 1945 | loss: 0.0311448 | val_loss: 0.0311524 | Time: 2120.55 ms [2022-04-19 04:03:40 main:574] : INFO : Epoch 1946 | loss: 0.0311438 | val_loss: 0.0311561 | Time: 2105.01 ms [2022-04-19 04:03:42 main:574] : INFO : Epoch 1947 | loss: 0.0311454 | val_loss: 0.0311516 | Time: 2085.01 ms [2022-04-19 04:03:45 main:574] : INFO : Epoch 1948 | loss: 0.0311458 | val_loss: 0.0311539 | Time: 2140.05 ms [2022-04-19 04:03:47 main:574] : INFO : Epoch 1949 | loss: 0.0311479 | val_loss: 0.0311638 | Time: 2132.54 ms [2022-04-19 04:03:49 main:574] : INFO : Epoch 1950 | loss: 0.0311515 | val_loss: 0.0311546 | Time: 2127.83 ms [2022-04-19 04:03:51 main:574] : INFO : Epoch 1951 | loss: 0.0311516 | val_loss: 0.0311535 | Time: 2144.91 ms [2022-04-19 04:03:53 main:574] : INFO : Epoch 1952 | loss: 0.0311589 | val_loss: 0.031159 | Time: 2130.42 ms [2022-04-19 04:03:56 main:574] : INFO : Epoch 1953 | loss: 0.0311542 | val_loss: 0.0311569 | Time: 2107.85 ms [2022-04-19 04:03:58 main:574] : INFO : Epoch 1954 | loss: 0.0311526 | val_loss: 0.0311564 | Time: 2123.62 ms [2022-04-19 04:04:00 main:574] : INFO : Epoch 1955 | loss: 0.0311487 | val_loss: 0.0311531 | Time: 2178.58 ms [2022-04-19 04:04:02 main:574] : INFO : Epoch 1956 | loss: 0.0311454 | val_loss: 0.031154 | Time: 2105.47 ms [2022-04-19 04:04:04 main:574] : INFO : Epoch 1957 | loss: 0.0311441 | val_loss: 0.0311533 | Time: 2082.06 ms [2022-04-19 04:04:07 main:574] : INFO : Epoch 1958 | loss: 0.0311452 | val_loss: 0.031152 | Time: 2114.28 ms [2022-04-19 04:04:09 main:574] : INFO : Epoch 1959 | loss: 0.031142 | val_loss: 0.0311521 | Time: 2116.57 ms [2022-04-19 04:04:11 main:574] : INFO : Epoch 1960 | loss: 0.0311429 | val_loss: 0.0311529 | Time: 2119.61 ms [2022-04-19 04:04:13 main:574] : INFO : Epoch 1961 | loss: 0.0311431 | val_loss: 0.0311522 | Time: 2135.65 ms [2022-04-19 04:04:15 main:574] : INFO : Epoch 1962 | loss: 0.0311419 | val_loss: 0.0311506 | Time: 2124.57 ms [2022-04-19 04:04:17 main:574] : INFO : Epoch 1963 | loss: 0.0311425 | val_loss: 0.0311518 | Time: 2107.3 ms [2022-04-19 04:04:20 main:574] : INFO : Epoch 1964 | loss: 0.0311419 | val_loss: 0.0311514 | Time: 2136.11 ms [2022-04-19 04:04:22 main:574] : INFO : Epoch 1965 | loss: 0.0311422 | val_loss: 0.0311525 | Time: 2131.42 ms [2022-04-19 04:04:24 main:574] : INFO : Epoch 1966 | loss: 0.0311454 | val_loss: 0.0311514 | Time: 2102.69 ms [2022-04-19 04:04:26 main:574] : INFO : Epoch 1967 | loss: 0.0311456 | val_loss: 0.0311515 | Time: 2135.94 ms [2022-04-19 04:04:28 main:574] : INFO : Epoch 1968 | loss: 0.0311459 | val_loss: 0.0311559 | Time: 2100.81 ms [2022-04-19 04:04:30 main:574] : INFO : Epoch 1969 | loss: 0.0311448 | val_loss: 0.031151 | Time: 2120.15 ms [2022-04-19 04:04:33 main:574] : INFO : Epoch 1970 | loss: 0.0311423 | val_loss: 0.0311514 | Time: 2119.82 ms [2022-04-19 04:04:35 main:574] : INFO : Epoch 1971 | loss: 0.0311421 | val_loss: 0.0311516 | Time: 2110.86 ms [2022-04-19 04:04:37 main:574] : INFO : Epoch 1972 | loss: 0.0311451 | val_loss: 0.0311532 | Time: 2112.32 ms [2022-04-19 04:04:39 main:574] : INFO : Epoch 1973 | loss: 0.0311436 | val_loss: 0.03115 | Time: 2140.41 ms [2022-04-19 04:04:41 main:574] : INFO : Epoch 1974 | loss: 0.0311425 | val_loss: 0.0311543 | Time: 2101.84 ms [2022-04-19 04:04:43 main:574] : INFO : Epoch 1975 | loss: 0.0311487 | val_loss: 0.0311696 | Time: 2070.43 ms [2022-04-19 04:04:46 main:574] : INFO : Epoch 1976 | loss: 0.0311455 | val_loss: 0.0311521 | Time: 2104.88 ms [2022-04-19 04:04:48 main:574] : INFO : Epoch 1977 | loss: 0.031143 | val_loss: 0.0311586 | Time: 2124.24 ms [2022-04-19 04:04:50 main:574] : INFO : Epoch 1978 | loss: 0.0311454 | val_loss: 0.0311544 | Time: 2122.35 ms [2022-04-19 04:04:52 main:574] : INFO : Epoch 1979 | loss: 0.0311454 | val_loss: 0.031151 | Time: 2099.7 ms [2022-04-19 04:04:54 main:574] : INFO : Epoch 1980 | loss: 0.0311423 | val_loss: 0.0311514 | Time: 2130.09 ms [2022-04-19 04:04:56 main:574] : INFO : Epoch 1981 | loss: 0.0311443 | val_loss: 0.0311505 | Time: 2101.77 ms [2022-04-19 04:04:59 main:574] : INFO : Epoch 1982 | loss: 0.031144 | val_loss: 0.0311607 | Time: 2109.35 ms [2022-04-19 04:05:01 main:574] : INFO : Epoch 1983 | loss: 0.0311459 | val_loss: 0.0311536 | Time: 2131.62 ms [2022-04-19 04:05:03 main:574] : INFO : Epoch 1984 | loss: 0.0311434 | val_loss: 0.0311506 | Time: 2119.94 ms [2022-04-19 04:05:05 main:574] : INFO : Epoch 1985 | loss: 0.0311421 | val_loss: 0.0311511 | Time: 2119.62 ms [2022-04-19 04:05:07 main:574] : INFO : Epoch 1986 | loss: 0.0311427 | val_loss: 0.0311507 | Time: 2104.93 ms [2022-04-19 04:05:09 main:574] : INFO : Epoch 1987 | loss: 0.0311436 | val_loss: 0.031153 | Time: 2128.47 ms [2022-04-19 04:05:12 main:574] : INFO : Epoch 1988 | loss: 0.0311466 | val_loss: 0.0311535 | Time: 2133.62 ms [2022-04-19 04:05:14 main:574] : INFO : Epoch 1989 | loss: 0.0311493 | val_loss: 0.031152 | Time: 2115.54 ms [2022-04-19 04:05:16 main:574] : INFO : Epoch 1990 | loss: 0.0311482 | val_loss: 0.0311511 | Time: 2144.4 ms [2022-04-19 04:05:18 main:574] : INFO : Epoch 1991 | loss: 0.0311455 | val_loss: 0.0311525 | Time: 2122.75 ms [2022-04-19 04:05:21 main:574] : INFO : Epoch 1992 | loss: 0.0311459 | val_loss: 0.0311498 | Time: 2109.86 ms [2022-04-19 04:05:23 main:574] : INFO : Epoch 1993 | loss: 0.0311442 | val_loss: 0.031149 | Time: 2109.25 ms [2022-04-19 04:05:25 main:574] : INFO : Epoch 1994 | loss: 0.0311443 | val_loss: 0.0311496 | Time: 2142.05 ms [2022-04-19 04:05:27 main:574] : INFO : Epoch 1995 | loss: 0.0311461 | val_loss: 0.031149 | Time: 2117.49 ms [2022-04-19 04:05:29 main:574] : INFO : Epoch 1996 | loss: 0.0311453 | val_loss: 0.0311499 | Time: 2105.65 ms [2022-04-19 04:05:31 main:574] : INFO : Epoch 1997 | loss: 0.031149 | val_loss: 0.0311546 | Time: 2102.23 ms [2022-04-19 04:05:34 main:574] : INFO : Epoch 1998 | loss: 0.031152 | val_loss: 0.0311571 | Time: 2103.78 ms [2022-04-19 04:05:36 main:574] : INFO : Epoch 1999 | loss: 0.0311508 | val_loss: 0.031151 | Time: 2093.24 ms [2022-04-19 04:05:38 main:574] : INFO : Epoch 2000 | loss: 0.0311461 | val_loss: 0.0311525 | Time: 2139.09 ms [2022-04-19 04:05:40 main:574] : INFO : Epoch 2001 | loss: 0.031149 | val_loss: 0.0311604 | Time: 2115.2 ms [2022-04-19 04:05:42 main:574] : INFO : Epoch 2002 | loss: 0.0311522 | val_loss: 0.031159 | Time: 2117 ms [2022-04-19 04:05:44 main:574] : INFO : Epoch 2003 | loss: 0.031147 | val_loss: 0.0311507 | Time: 2103.55 ms [2022-04-19 04:05:47 main:574] : INFO : Epoch 2004 | loss: 0.0311462 | val_loss: 0.0311537 | Time: 2144.22 ms [2022-04-19 04:05:49 main:574] : INFO : Epoch 2005 | loss: 0.0311467 | val_loss: 0.0311513 | Time: 2114.96 ms [2022-04-19 04:05:51 main:574] : INFO : Epoch 2006 | loss: 0.0311443 | val_loss: 0.0311517 | Time: 2131.15 ms [2022-04-19 04:05:53 main:574] : INFO : Epoch 2007 | loss: 0.0311435 | val_loss: 0.0311525 | Time: 2135.55 ms [2022-04-19 04:05:56 main:574] : INFO : Epoch 2008 | loss: 0.0311442 | val_loss: 0.0311502 | Time: 2108.64 ms [2022-04-19 04:05:58 main:574] : INFO : Epoch 2009 | loss: 0.0311449 | val_loss: 0.0311493 | Time: 2101.17 ms [2022-04-19 04:06:00 main:574] : INFO : Epoch 2010 | loss: 0.0311444 | val_loss: 0.0311512 | Time: 2162.38 ms [2022-04-19 04:06:02 main:574] : INFO : Epoch 2011 | loss: 0.0311459 | val_loss: 0.0311496 | Time: 2088.79 ms [2022-04-19 04:06:04 main:574] : INFO : Epoch 2012 | loss: 0.0311433 | val_loss: 0.0311497 | Time: 2112.61 ms [2022-04-19 04:06:06 main:574] : INFO : Epoch 2013 | loss: 0.0311436 | val_loss: 0.0311497 | Time: 2094.02 ms [2022-04-19 04:06:09 main:574] : INFO : Epoch 2014 | loss: 0.0311456 | val_loss: 0.0311504 | Time: 2136.25 ms [2022-04-19 04:06:11 main:574] : INFO : Epoch 2015 | loss: 0.0311438 | val_loss: 0.0311499 | Time: 2110.9 ms [2022-04-19 04:06:13 main:574] : INFO : Epoch 2016 | loss: 0.0311436 | val_loss: 0.0311653 | Time: 2127.65 ms [2022-04-19 04:06:15 main:574] : INFO : Epoch 2017 | loss: 0.0311498 | val_loss: 0.0311504 | Time: 2128.32 ms [2022-04-19 04:06:17 main:574] : INFO : Epoch 2018 | loss: 0.0311448 | val_loss: 0.0311505 | Time: 2117.03 ms [2022-04-19 04:06:19 main:574] : INFO : Epoch 2019 | loss: 0.0311429 | val_loss: 0.0311509 | Time: 2116.32 ms [2022-04-19 04:06:22 main:574] : INFO : Epoch 2020 | loss: 0.0311417 | val_loss: 0.0311487 | Time: 2099.2 ms [2022-04-19 04:06:24 main:574] : INFO : Epoch 2021 | loss: 0.0311469 | val_loss: 0.0311538 | Time: 2062.41 ms [2022-04-19 04:06:26 main:574] : INFO : Epoch 2022 | loss: 0.0311468 | val_loss: 0.0311498 | Time: 2137.21 ms [2022-04-19 04:06:28 main:574] : INFO : Epoch 2023 | loss: 0.0311425 | val_loss: 0.0311503 | Time: 2118.83 ms [2022-04-19 04:06:30 main:574] : INFO : Epoch 2024 | loss: 0.0311456 | val_loss: 0.031161 | Time: 2113.51 ms [2022-04-19 04:06:33 main:574] : INFO : Epoch 2025 | loss: 0.0311507 | val_loss: 0.031164 | Time: 2143.46 ms [2022-04-19 04:06:35 main:574] : INFO : Epoch 2026 | loss: 0.0311566 | val_loss: 0.0311582 | Time: 2139.79 ms [2022-04-19 04:06:37 main:574] : INFO : Epoch 2027 | loss: 0.0311451 | val_loss: 0.0311532 | Time: 2133.74 ms [2022-04-19 04:06:39 main:574] : INFO : Epoch 2028 | loss: 0.0311445 | val_loss: 0.0311531 | Time: 2134.81 ms [2022-04-19 04:06:41 main:574] : INFO : Epoch 2029 | loss: 0.0311448 | val_loss: 0.0311542 | Time: 2113.01 ms [2022-04-19 04:06:44 main:574] : INFO : Epoch 2030 | loss: 0.0311455 | val_loss: 0.0311517 | Time: 2132.87 ms [2022-04-19 04:06:46 main:574] : INFO : Epoch 2031 | loss: 0.0311463 | val_loss: 0.0311498 | Time: 2112.69 ms [2022-04-19 04:06:48 main:574] : INFO : Epoch 2032 | loss: 0.0311444 | val_loss: 0.031151 | Time: 2091.53 ms [2022-04-19 04:06:50 main:574] : INFO : Epoch 2033 | loss: 0.0311449 | val_loss: 0.0311502 | Time: 2121.91 ms [2022-04-19 04:06:52 main:574] : INFO : Epoch 2034 | loss: 0.0311455 | val_loss: 0.0311573 | Time: 2093.78 ms [2022-04-19 04:06:54 main:574] : INFO : Epoch 2035 | loss: 0.0311476 | val_loss: 0.0311563 | Time: 2167.4 ms [2022-04-19 04:06:57 main:574] : INFO : Epoch 2036 | loss: 0.0311488 | val_loss: 0.0311535 | Time: 2159.59 ms [2022-04-19 04:06:59 main:574] : INFO : Epoch 2037 | loss: 0.0311468 | val_loss: 0.0311536 | Time: 2141.9 ms [2022-04-19 04:07:01 main:574] : INFO : Epoch 2038 | loss: 0.0311454 | val_loss: 0.0311509 | Time: 2131.35 ms [2022-04-19 04:07:03 main:574] : INFO : Epoch 2039 | loss: 0.0311441 | val_loss: 0.0311514 | Time: 2167.65 ms [2022-04-19 04:07:05 main:574] : INFO : Epoch 2040 | loss: 0.0311441 | val_loss: 0.0311539 | Time: 2144.17 ms [2022-04-19 04:07:08 main:574] : INFO : Epoch 2041 | loss: 0.0311467 | val_loss: 0.0311519 | Time: 2136.66 ms [2022-04-19 04:07:10 main:574] : INFO : Epoch 2042 | loss: 0.0311447 | val_loss: 0.031153 | Time: 2128.61 ms [2022-04-19 04:07:12 main:574] : INFO : Epoch 2043 | loss: 0.0311429 | val_loss: 0.0311499 | Time: 2139.42 ms [2022-04-19 04:07:14 main:574] : INFO : Epoch 2044 | loss: 0.031143 | val_loss: 0.0311516 | Time: 2109.03 ms [2022-04-19 04:07:16 main:574] : INFO : Epoch 2045 | loss: 0.031143 | val_loss: 0.0311561 | Time: 2107.95 ms [2022-04-19 04:07:18 main:574] : INFO : Epoch 2046 | loss: 0.0311455 | val_loss: 0.031154 | Time: 2091.37 ms [2022-04-19 04:07:21 main:574] : INFO : Epoch 2047 | loss: 0.0311438 | val_loss: 0.0311538 | Time: 2093.64 ms [2022-04-19 04:07:23 main:574] : INFO : Epoch 2048 | loss: 0.0311427 | val_loss: 0.0311525 | Time: 2086.69 ms [2022-04-19 04:07:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311525 [2022-04-19 04:07:23 main:603] : INFO : Saving end state to config to file [2022-04-19 04:07:23 main:608] : INFO : Success, exiting.. 04:07:23 (20928): 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)