Task 14368354
| Name | ParityModified-1647049129-20665-3-0_0 |
| Workunit | 11415254 |
| Created | 4 Apr 2022, 23:26:29 UTC |
| Sent | 11 Apr 2022, 4:42:30 UTC |
| Report deadline | 19 Apr 2022, 4:42:30 UTC |
| Received | 13 Apr 2022, 2:38:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 12 min 53 sec |
| CPU time | 1 hours 9 min 50 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> 04:20:01 main:574] : INFO : Epoch 1542 | loss: 0.0311285 | val_loss: 0.0311658 | Time: 2056.77 ms [2022-04-13 04:20:03 main:574] : INFO : Epoch 1543 | loss: 0.0311339 | val_loss: 0.031173 | Time: 2065.62 ms [2022-04-13 04:20:05 main:574] : INFO : Epoch 1544 | loss: 0.0311295 | val_loss: 0.0311486 | Time: 2122.02 ms [2022-04-13 04:20:08 main:574] : INFO : Epoch 1545 | loss: 0.0311227 | val_loss: 0.0311505 | Time: 2083.49 ms [2022-04-13 04:20:10 main:574] : INFO : Epoch 1546 | loss: 0.0311206 | val_loss: 0.0311508 | Time: 2028.18 ms [2022-04-13 04:20:12 main:574] : INFO : Epoch 1547 | loss: 0.0311198 | val_loss: 0.0311503 | Time: 2046.04 ms [2022-04-13 04:20:14 main:574] : INFO : Epoch 1548 | loss: 0.0311233 | val_loss: 0.0311508 | Time: 2067.43 ms [2022-04-13 04:20:16 main:574] : INFO : Epoch 1549 | loss: 0.0311206 | val_loss: 0.0311512 | Time: 2021.17 ms [2022-04-13 04:20:18 main:574] : INFO : Epoch 1550 | loss: 0.0311223 | val_loss: 0.0311515 | Time: 2027.88 ms [2022-04-13 04:20:20 main:574] : INFO : Epoch 1551 | loss: 0.031126 | val_loss: 0.0311517 | Time: 2059.93 ms [2022-04-13 04:20:22 main:574] : INFO : Epoch 1552 | loss: 0.0311259 | val_loss: 0.0311567 | Time: 2051.52 ms [2022-04-13 04:20:24 main:574] : INFO : Epoch 1553 | loss: 0.0311214 | val_loss: 0.0311563 | Time: 2031.77 ms [2022-04-13 04:20:26 main:574] : INFO : Epoch 1554 | loss: 0.0311199 | val_loss: 0.0311558 | Time: 2038.58 ms [2022-04-13 04:20:29 main:574] : INFO : Epoch 1555 | loss: 0.0311209 | val_loss: 0.0311591 | Time: 2041.3 ms [2022-04-13 04:20:31 main:574] : INFO : Epoch 1556 | loss: 0.0311239 | val_loss: 0.0311545 | Time: 2036.6 ms [2022-04-13 04:20:33 main:574] : INFO : Epoch 1557 | loss: 0.0311233 | val_loss: 0.0311652 | Time: 2083.17 ms [2022-04-13 04:20:35 main:574] : INFO : Epoch 1558 | loss: 0.03113 | val_loss: 0.0311747 | Time: 2077.07 ms [2022-04-13 04:20:37 main:574] : INFO : Epoch 1559 | loss: 0.03113 | val_loss: 0.0311525 | Time: 2108.25 ms [2022-04-13 04:20:39 main:574] : INFO : Epoch 1560 | loss: 0.0311222 | val_loss: 0.0311583 | Time: 2026.29 ms [2022-04-13 04:20:41 main:574] : INFO : Epoch 1561 | loss: 0.0311221 | val_loss: 0.0311559 | Time: 2034.9 ms [2022-04-13 04:20:43 main:574] : INFO : Epoch 1562 | loss: 0.0311193 | val_loss: 0.0311521 | Time: 2066.44 ms [2022-04-13 04:20:45 main:574] : INFO : Epoch 1563 | loss: 0.0311196 | val_loss: 0.0311511 | Time: 2068.16 ms [2022-04-13 04:20:48 main:574] : INFO : Epoch 1564 | loss: 0.0311191 | val_loss: 0.0311495 | Time: 2058.72 ms [2022-04-13 04:20:50 main:574] : INFO : Epoch 1565 | loss: 0.0311196 | val_loss: 0.0311554 | Time: 1991.64 ms [2022-04-13 04:20:52 main:574] : INFO : Epoch 1566 | loss: 0.0311198 | val_loss: 0.0311525 | Time: 2021.87 ms [2022-04-13 04:20:54 main:574] : INFO : Epoch 1567 | loss: 0.0311174 | val_loss: 0.0311534 | Time: 2050.05 ms [2022-04-13 04:20:56 main:574] : INFO : Epoch 1568 | loss: 0.0311291 | val_loss: 0.0311527 | Time: 2063.29 ms [2022-04-13 04:20:58 main:574] : INFO : Epoch 1569 | loss: 0.0311331 | val_loss: 0.0311672 | Time: 2072.51 ms [2022-04-13 04:21:00 main:574] : INFO : Epoch 1570 | loss: 0.0311366 | val_loss: 0.0314638 | Time: 2109.58 ms [2022-04-13 04:21:02 main:574] : INFO : Epoch 1571 | loss: 0.031127 | val_loss: 0.0311512 | Time: 2052.68 ms [2022-04-13 04:21:04 main:574] : INFO : Epoch 1572 | loss: 0.0311321 | val_loss: 0.0311501 | Time: 2048.91 ms [2022-04-13 04:21:06 main:574] : INFO : Epoch 1573 | loss: 0.0311249 | val_loss: 0.0311495 | Time: 2013.21 ms [2022-04-13 04:21:09 main:574] : INFO : Epoch 1574 | loss: 0.0311311 | val_loss: 0.0311529 | Time: 2043.52 ms [2022-04-13 04:21:11 main:574] : INFO : Epoch 1575 | loss: 0.0311285 | val_loss: 0.0311544 | Time: 2050.43 ms [2022-04-13 04:21:13 main:574] : INFO : Epoch 1576 | loss: 0.0311258 | val_loss: 0.0311556 | Time: 2047.6 ms [2022-04-13 04:21:15 main:574] : INFO : Epoch 1577 | loss: 0.0311227 | val_loss: 0.031149 | Time: 2068.73 ms [2022-04-13 04:21:17 main:574] : INFO : Epoch 1578 | loss: 0.0311219 | val_loss: 0.031159 | Time: 2073.46 ms [2022-04-13 04:21:19 main:574] : INFO : Epoch 1579 | loss: 0.0311222 | val_loss: 0.0311515 | Time: 2096.4 ms [2022-04-13 04:21:21 main:574] : INFO : Epoch 1580 | loss: 0.0311245 | val_loss: 0.0311539 | Time: 2115.15 ms [2022-04-13 04:21:23 main:574] : INFO : Epoch 1581 | loss: 0.0311208 | val_loss: 0.0311499 | Time: 2120.88 ms [2022-04-13 04:21:26 main:574] : INFO : Epoch 1582 | loss: 0.0311192 | val_loss: 0.0311509 | Time: 2073.32 ms [2022-04-13 04:21:28 main:574] : INFO : Epoch 1583 | loss: 0.03112 | val_loss: 0.0311504 | Time: 2083.71 ms [2022-04-13 04:21:30 main:574] : INFO : Epoch 1584 | loss: 0.0311189 | val_loss: 0.0311518 | Time: 2092.78 ms [2022-04-13 04:21:32 main:574] : INFO : Epoch 1585 | loss: 0.0311222 | val_loss: 0.0311612 | Time: 2043.46 ms [2022-04-13 04:21:34 main:574] : INFO : Epoch 1586 | loss: 0.031132 | val_loss: 0.0311546 | Time: 2052.49 ms [2022-04-13 04:21:36 main:574] : INFO : Epoch 1587 | loss: 0.0311258 | val_loss: 0.0311572 | Time: 2092.22 ms [2022-04-13 04:21:38 main:574] : INFO : Epoch 1588 | loss: 0.031124 | val_loss: 0.031151 | Time: 2011.28 ms [2022-04-13 04:21:40 main:574] : INFO : Epoch 1589 | loss: 0.031122 | val_loss: 0.0311533 | Time: 2052.03 ms [2022-04-13 04:21:42 main:574] : INFO : Epoch 1590 | loss: 0.0311243 | val_loss: 0.031154 | Time: 2032.95 ms [2022-04-13 04:21:44 main:574] : INFO : Epoch 1591 | loss: 0.031126 | val_loss: 0.0311511 | Time: 2023.03 ms [2022-04-13 04:21:47 main:574] : INFO : Epoch 1592 | loss: 0.0311221 | val_loss: 0.0311502 | Time: 2050.85 ms [2022-04-13 04:21:49 main:574] : INFO : Epoch 1593 | loss: 0.0311244 | val_loss: 0.0311513 | Time: 2116.54 ms [2022-04-13 04:21:51 main:574] : INFO : Epoch 1594 | loss: 0.0311251 | val_loss: 0.0311527 | Time: 2060.75 ms [2022-04-13 04:21:53 main:574] : INFO : Epoch 1595 | loss: 0.0311293 | val_loss: 0.0311575 | Time: 2065.54 ms [2022-04-13 04:21:55 main:574] : INFO : Epoch 1596 | loss: 0.0311263 | val_loss: 0.0311507 | Time: 2071.08 ms [2022-04-13 04:21:57 main:574] : INFO : Epoch 1597 | loss: 0.0311233 | val_loss: 0.0311543 | Time: 2028.75 ms [2022-04-13 04:21:59 main:574] : INFO : Epoch 1598 | loss: 0.0311239 | val_loss: 0.0311566 | Time: 2049.66 ms [2022-04-13 04:22:01 main:574] : INFO : Epoch 1599 | loss: 0.0311254 | val_loss: 0.0311504 | Time: 2105.19 ms [2022-04-13 04:22:04 main:574] : INFO : Epoch 1600 | loss: 0.0311223 | val_loss: 0.0311509 | Time: 2030.55 ms [2022-04-13 04:22:06 main:574] : INFO : Epoch 1601 | loss: 0.0311234 | val_loss: 0.0311653 | Time: 2075.59 ms [2022-04-13 04:22:08 main:574] : INFO : Epoch 1602 | loss: 0.0311225 | val_loss: 0.031155 | Time: 2098.98 ms [2022-04-13 04:22:10 main:574] : INFO : Epoch 1603 | loss: 0.031121 | val_loss: 0.0311528 | Time: 2072.55 ms [2022-04-13 04:22:12 main:574] : INFO : Epoch 1604 | loss: 0.031121 | val_loss: 0.0311499 | Time: 2049.33 ms [2022-04-13 04:22:14 main:574] : INFO : Epoch 1605 | loss: 0.0311186 | val_loss: 0.0311581 | Time: 2063.64 ms [2022-04-13 04:22:16 main:574] : INFO : Epoch 1606 | loss: 0.0311191 | val_loss: 0.0311542 | Time: 2076.15 ms [2022-04-13 04:22:18 main:574] : INFO : Epoch 1607 | loss: 0.0311241 | val_loss: 0.0311571 | Time: 2053.2 ms [2022-04-13 04:22:21 main:574] : INFO : Epoch 1608 | loss: 0.0311345 | val_loss: 0.0311585 | Time: 2060.82 ms [2022-04-13 04:22:23 main:574] : INFO : Epoch 1609 | loss: 0.0311306 | val_loss: 0.0311595 | Time: 2096.17 ms [2022-04-13 04:22:25 main:574] : INFO : Epoch 1610 | loss: 0.0311278 | val_loss: 0.0311556 | Time: 2064.05 ms [2022-04-13 04:22:27 main:574] : INFO : Epoch 1611 | loss: 0.0311285 | val_loss: 0.0311513 | Time: 2038.3 ms [2022-04-13 04:22:29 main:574] : INFO : Epoch 1612 | loss: 0.0311288 | val_loss: 0.0311546 | Time: 2055.74 ms [2022-04-13 04:22:31 main:574] : INFO : Epoch 1613 | loss: 0.0311286 | val_loss: 0.0311537 | Time: 2083.48 ms [2022-04-13 04:22:33 main:574] : INFO : Epoch 1614 | loss: 0.0311289 | val_loss: 0.0311595 | Time: 2059.35 ms [2022-04-13 04:22:35 main:574] : INFO : Epoch 1615 | loss: 0.0311257 | val_loss: 0.0311507 | Time: 2012.72 ms [2022-04-13 04:22:37 main:574] : INFO : Epoch 1616 | loss: 0.031127 | val_loss: 0.0311589 | Time: 2035.08 ms [2022-04-13 04:22:39 main:574] : INFO : Epoch 1617 | loss: 0.0311343 | val_loss: 0.0311594 | Time: 2073.71 ms [2022-04-13 04:22:42 main:574] : INFO : Epoch 1618 | loss: 0.0311326 | val_loss: 0.0311634 | Time: 2049.33 ms [2022-04-13 04:22:44 main:574] : INFO : Epoch 1619 | loss: 0.0311285 | val_loss: 0.0311578 | Time: 2070.9 ms [2022-04-13 04:22:46 main:574] : INFO : Epoch 1620 | loss: 0.0311251 | val_loss: 0.0311644 | Time: 2063.18 ms [2022-04-13 04:22:48 main:574] : INFO : Epoch 1621 | loss: 0.0311242 | val_loss: 0.0311563 | Time: 2079.96 ms [2022-04-13 04:22:50 main:574] : INFO : Epoch 1622 | loss: 0.031128 | val_loss: 0.0311532 | Time: 2085.63 ms [2022-04-13 04:22:52 main:574] : INFO : Epoch 1623 | loss: 0.0311238 | val_loss: 0.0311508 | Time: 2095.29 ms [2022-04-13 04:22:54 main:574] : INFO : Epoch 1624 | loss: 0.0311218 | val_loss: 0.0311502 | Time: 2033.36 ms [2022-04-13 04:22:56 main:574] : INFO : Epoch 1625 | loss: 0.0311214 | val_loss: 0.0311551 | Time: 2014.65 ms [2022-04-13 04:22:58 main:574] : INFO : Epoch 1626 | loss: 0.0311223 | val_loss: 0.0311605 | Time: 2054.04 ms [2022-04-13 04:23:01 main:574] : INFO : Epoch 1627 | loss: 0.0311245 | val_loss: 0.0311545 | Time: 2065.39 ms [2022-04-13 04:23:03 main:574] : INFO : Epoch 1628 | loss: 0.0311218 | val_loss: 0.0311513 | Time: 2098.97 ms [2022-04-13 04:23:05 main:574] : INFO : Epoch 1629 | loss: 0.0311196 | val_loss: 0.0311476 | Time: 2042.99 ms [2022-04-13 04:23:07 main:574] : INFO : Epoch 1630 | loss: 0.0311208 | val_loss: 0.0311486 | Time: 1992.99 ms [2022-04-13 04:23:09 main:574] : INFO : Epoch 1631 | loss: 0.0311242 | val_loss: 0.0311589 | Time: 2042.68 ms [2022-04-13 04:23:11 main:574] : INFO : Epoch 1632 | loss: 0.0311254 | val_loss: 0.0311532 | Time: 1995.7 ms [2022-04-13 04:23:13 main:574] : INFO : Epoch 1633 | loss: 0.031124 | val_loss: 0.0311494 | Time: 2016.77 ms [2022-04-13 04:23:15 main:574] : INFO : Epoch 1634 | loss: 0.0311276 | val_loss: 0.0311529 | Time: 1986.77 ms [2022-04-13 04:23:17 main:574] : INFO : Epoch 1635 | loss: 0.0311224 | val_loss: 0.0311481 | Time: 2074.78 ms [2022-04-13 04:23:19 main:574] : INFO : Epoch 1636 | loss: 0.0311225 | val_loss: 0.0311516 | Time: 2056.63 ms [2022-04-13 04:23:21 main:574] : INFO : Epoch 1637 | loss: 0.031125 | val_loss: 0.0311546 | Time: 2068.37 ms [2022-04-13 04:23:24 main:574] : INFO : Epoch 1638 | loss: 0.0311246 | val_loss: 0.0311482 | Time: 2035.34 ms [2022-04-13 04:23:26 main:574] : INFO : Epoch 1639 | loss: 0.0311212 | val_loss: 0.0311504 | Time: 2077.23 ms [2022-04-13 04:23:28 main:574] : INFO : Epoch 1640 | loss: 0.0311217 | val_loss: 0.0311477 | Time: 2072.71 ms [2022-04-13 04:23:30 main:574] : INFO : Epoch 1641 | loss: 0.0311236 | val_loss: 0.0311524 | Time: 2067.44 ms [2022-04-13 04:23:32 main:574] : INFO : Epoch 1642 | loss: 0.0311205 | val_loss: 0.031149 | Time: 2040.31 ms [2022-04-13 04:23:34 main:574] : INFO : Epoch 1643 | loss: 0.0311183 | val_loss: 0.0311488 | Time: 2060.81 ms [2022-04-13 04:23:36 main:574] : INFO : Epoch 1644 | loss: 0.0311198 | val_loss: 0.0311488 | Time: 2122.94 ms [2022-04-13 04:23:38 main:574] : INFO : Epoch 1645 | loss: 0.0311193 | val_loss: 0.0311468 | Time: 2014.45 ms [2022-04-13 04:23:40 main:574] : INFO : Epoch 1646 | loss: 0.0311209 | val_loss: 0.031152 | Time: 2029.07 ms [2022-04-13 04:23:43 main:574] : INFO : Epoch 1647 | loss: 0.0311214 | val_loss: 0.0311497 | Time: 2052.69 ms [2022-04-13 04:23:45 main:574] : INFO : Epoch 1648 | loss: 0.0311191 | val_loss: 0.0311492 | Time: 2047.72 ms [2022-04-13 04:23:47 main:574] : INFO : Epoch 1649 | loss: 0.0311168 | val_loss: 0.0311499 | Time: 2077.56 ms [2022-04-13 04:23:49 main:574] : INFO : Epoch 1650 | loss: 0.031118 | val_loss: 0.031151 | Time: 2048.87 ms [2022-04-13 04:23:51 main:574] : INFO : Epoch 1651 | loss: 0.0311178 | val_loss: 0.0311525 | Time: 2061.43 ms [2022-04-13 04:23:53 main:574] : INFO : Epoch 1652 | loss: 0.0311242 | val_loss: 0.0311466 | Time: 2056.97 ms [2022-04-13 04:23:55 main:574] : INFO : Epoch 1653 | loss: 0.0311176 | val_loss: 0.0311485 | Time: 2069.89 ms [2022-04-13 04:23:57 main:574] : INFO : Epoch 1654 | loss: 0.0311172 | val_loss: 0.0311541 | Time: 2080.84 ms [2022-04-13 04:23:59 main:574] : INFO : Epoch 1655 | loss: 0.0311161 | val_loss: 0.031147 | Time: 2034.97 ms [2022-04-13 04:24:01 main:574] : INFO : Epoch 1656 | loss: 0.0311166 | val_loss: 0.0311472 | Time: 2082.45 ms [2022-04-13 04:24:04 main:574] : INFO : Epoch 1657 | loss: 0.0311148 | val_loss: 0.0311505 | Time: 2073.53 ms [2022-04-13 04:24:06 main:574] : INFO : Epoch 1658 | loss: 0.0311153 | val_loss: 0.0311575 | Time: 2094.86 ms [2022-04-13 04:24:08 main:574] : INFO : Epoch 1659 | loss: 0.0311191 | val_loss: 0.031163 | Time: 2073.24 ms [2022-04-13 04:24:10 main:574] : INFO : Epoch 1660 | loss: 0.0311188 | val_loss: 0.0311502 | Time: 2072.81 ms [2022-04-13 04:24:12 main:574] : INFO : Epoch 1661 | loss: 0.0311175 | val_loss: 0.0311486 | Time: 2091.27 ms [2022-04-13 04:24:14 main:574] : INFO : Epoch 1662 | loss: 0.031118 | val_loss: 0.0311458 | Time: 2044.12 ms [2022-04-13 04:24:16 main:574] : INFO : Epoch 1663 | loss: 0.0311162 | val_loss: 0.0311488 | Time: 2106.11 ms [2022-04-13 04:24:18 main:574] : INFO : Epoch 1664 | loss: 0.0311163 | val_loss: 0.0311513 | Time: 2040.52 ms [2022-04-13 04:24:20 main:574] : INFO : Epoch 1665 | loss: 0.0311187 | val_loss: 0.0311458 | Time: 2065.04 ms [2022-04-13 04:24:23 main:574] : INFO : Epoch 1666 | loss: 0.0311184 | val_loss: 0.0311535 | Time: 2070.38 ms [2022-04-13 04:24:25 main:574] : INFO : Epoch 1667 | loss: 0.0311183 | val_loss: 0.0311488 | Time: 2060.69 ms [2022-04-13 04:24:27 main:574] : INFO : Epoch 1668 | loss: 0.0311182 | val_loss: 0.0311491 | Time: 2023.91 ms [2022-04-13 04:24:29 main:574] : INFO : Epoch 1669 | loss: 0.0311187 | val_loss: 0.0311562 | Time: 2051.17 ms [2022-04-13 04:24:31 main:574] : INFO : Epoch 1670 | loss: 0.0311173 | val_loss: 0.0311472 | Time: 2075.15 ms [2022-04-13 04:24:33 main:574] : INFO : Epoch 1671 | loss: 0.0311183 | val_loss: 0.0311562 | Time: 2091.39 ms [2022-04-13 04:24:35 main:574] : INFO : Epoch 1672 | loss: 0.0311213 | val_loss: 0.0311511 | Time: 2040.95 ms [2022-04-13 04:24:37 main:574] : INFO : Epoch 1673 | loss: 0.0311192 | val_loss: 0.0311501 | Time: 2068.36 ms [2022-04-13 04:24:40 main:574] : INFO : Epoch 1674 | loss: 0.0311236 | val_loss: 0.031156 | Time: 2021.82 ms [2022-04-13 04:24:42 main:574] : INFO : Epoch 1675 | loss: 0.0311259 | val_loss: 0.0311503 | Time: 1969.35 ms [2022-04-13 04:24:44 main:574] : INFO : Epoch 1676 | loss: 0.0311242 | val_loss: 0.0311511 | Time: 2044.33 ms [2022-04-13 04:24:46 main:574] : INFO : Epoch 1677 | loss: 0.0311231 | val_loss: 0.0311564 | Time: 2088.21 ms [2022-04-13 04:24:48 main:574] : INFO : Epoch 1678 | loss: 0.0311258 | val_loss: 0.0311519 | Time: 2021.66 ms [2022-04-13 04:24:50 main:574] : INFO : Epoch 1679 | loss: 0.031121 | val_loss: 0.0311503 | Time: 2026.78 ms [2022-04-13 04:24:52 main:574] : INFO : Epoch 1680 | loss: 0.0311204 | val_loss: 0.0311533 | Time: 2062.18 ms [2022-04-13 04:24:55 main:574] : INFO : Epoch 1681 | loss: 0.0311244 | val_loss: 0.0311533 | Time: 2105.45 ms [2022-04-13 04:24:57 main:574] : INFO : Epoch 1682 | loss: 0.0311245 | val_loss: 0.0311576 | Time: 2093.04 ms [2022-04-13 04:24:59 main:574] : INFO : Epoch 1683 | loss: 0.031128 | val_loss: 0.0311492 | Time: 2087.7 ms [2022-04-13 04:25:01 main:574] : INFO : Epoch 1684 | loss: 0.031131 | val_loss: 0.0311488 | Time: 2095.39 ms [2022-04-13 04:25:03 main:574] : INFO : Epoch 1685 | loss: 0.0311457 | val_loss: 0.0311595 | Time: 2051.58 ms [2022-04-13 04:25:05 main:574] : INFO : Epoch 1686 | loss: 0.0311533 | val_loss: 0.0311603 | Time: 2032.96 ms [2022-04-13 04:25:07 main:574] : INFO : Epoch 1687 | loss: 0.0311523 | val_loss: 0.031153 | Time: 2074.72 ms [2022-04-13 04:25:09 main:574] : INFO : Epoch 1688 | loss: 0.0311445 | val_loss: 0.0311545 | Time: 2065.61 ms [2022-04-13 04:25:12 main:574] : INFO : Epoch 1689 | loss: 0.031144 | val_loss: 0.0311564 | Time: 2069.16 ms [2022-04-13 04:25:14 main:574] : INFO : Epoch 1690 | loss: 0.0311431 | val_loss: 0.0311546 | Time: 2076.62 ms [2022-04-13 04:25:16 main:574] : INFO : Epoch 1691 | loss: 0.0311462 | val_loss: 0.0311653 | Time: 2077.11 ms [2022-04-13 04:25:18 main:574] : INFO : Epoch 1692 | loss: 0.0311432 | val_loss: 0.0311531 | Time: 2110.66 ms [2022-04-13 04:25:20 main:574] : INFO : Epoch 1693 | loss: 0.031141 | val_loss: 0.031153 | Time: 2092.26 ms [2022-04-13 04:25:22 main:574] : INFO : Epoch 1694 | loss: 0.0311378 | val_loss: 0.0311544 | Time: 2037.34 ms [2022-04-13 04:25:24 main:574] : INFO : Epoch 1695 | loss: 0.0311573 | val_loss: 0.0311809 | Time: 2022.46 ms [2022-04-13 04:25:27 main:574] : INFO : Epoch 1696 | loss: 0.0311698 | val_loss: 0.031175 | Time: 2030.19 ms [2022-04-13 04:25:29 main:574] : INFO : Epoch 1697 | loss: 0.0311629 | val_loss: 0.0311657 | Time: 2062.76 ms [2022-04-13 04:25:31 main:574] : INFO : Epoch 1698 | loss: 0.0311528 | val_loss: 0.0311615 | Time: 2070.14 ms [2022-04-13 04:25:33 main:574] : INFO : Epoch 1699 | loss: 0.0311482 | val_loss: 0.0311656 | Time: 2054.69 ms [2022-04-13 04:25:35 main:574] : INFO : Epoch 1700 | loss: 0.031145 | val_loss: 0.0311586 | Time: 2107.86 ms [2022-04-13 04:25:37 main:574] : INFO : Epoch 1701 | loss: 0.031148 | val_loss: 0.0311562 | Time: 2064.31 ms [2022-04-13 04:25:39 main:574] : INFO : Epoch 1702 | loss: 0.0311443 | val_loss: 0.0311594 | Time: 2057.4 ms [2022-04-13 04:25:41 main:574] : INFO : Epoch 1703 | loss: 0.0311398 | val_loss: 0.0311565 | Time: 2056.38 ms [2022-04-13 04:25:43 main:574] : INFO : Epoch 1704 | loss: 0.0311381 | val_loss: 0.031155 | Time: 2070.41 ms [2022-04-13 04:25:46 main:574] : INFO : Epoch 1705 | loss: 0.0311383 | val_loss: 0.0311555 | Time: 2090.18 ms [2022-04-13 04:25:48 main:574] : INFO : Epoch 1706 | loss: 0.0311358 | val_loss: 0.0311608 | Time: 2079.25 ms [2022-04-13 04:25:50 main:574] : INFO : Epoch 1707 | loss: 0.03114 | val_loss: 0.0311627 | Time: 1986.02 ms [2022-04-13 04:25:52 main:574] : INFO : Epoch 1708 | loss: 0.031138 | val_loss: 0.0311566 | Time: 2079.19 ms [2022-04-13 04:25:54 main:574] : INFO : Epoch 1709 | loss: 0.0311357 | val_loss: 0.0311573 | Time: 2030.88 ms [2022-04-13 04:25:56 main:574] : INFO : Epoch 1710 | loss: 0.0311333 | val_loss: 0.0311552 | Time: 2025.12 ms [2022-04-13 04:25:58 main:574] : INFO : Epoch 1711 | loss: 0.0311384 | val_loss: 0.0311579 | Time: 2016.11 ms [2022-04-13 04:26:00 main:574] : INFO : Epoch 1712 | loss: 0.0311441 | val_loss: 0.0311551 | Time: 2075.59 ms [2022-04-13 04:26:02 main:574] : INFO : Epoch 1713 | loss: 0.0311368 | val_loss: 0.0311542 | Time: 2054.73 ms [2022-04-13 04:26:04 main:574] : INFO : Epoch 1714 | loss: 0.031134 | val_loss: 0.0311585 | Time: 2070.71 ms [2022-04-13 04:26:07 main:574] : INFO : Epoch 1715 | loss: 0.0311333 | val_loss: 0.0311534 | Time: 2063.83 ms [2022-04-13 04:26:09 main:574] : INFO : Epoch 1716 | loss: 0.0311328 | val_loss: 0.0311507 | Time: 1994.24 ms [2022-04-13 04:26:11 main:574] : INFO : Epoch 1717 | loss: 0.0311344 | val_loss: 0.031153 | Time: 2048.25 ms [2022-04-13 04:26:13 main:574] : INFO : Epoch 1718 | loss: 0.0311383 | val_loss: 0.0311508 | Time: 2077.1 ms [2022-04-13 04:26:15 main:574] : INFO : Epoch 1719 | loss: 0.0311411 | val_loss: 0.0311636 | Time: 2062.01 ms [2022-04-13 04:26:17 main:574] : INFO : Epoch 1720 | loss: 0.0311362 | val_loss: 0.0311507 | Time: 2059.45 ms [2022-04-13 04:26:19 main:574] : INFO : Epoch 1721 | loss: 0.0311339 | val_loss: 0.0311476 | Time: 2070.48 ms [2022-04-13 04:26:21 main:574] : INFO : Epoch 1722 | loss: 0.0311303 | val_loss: 0.0311484 | Time: 2083.81 ms [2022-04-13 04:26:23 main:574] : INFO : Epoch 1723 | loss: 0.0311293 | val_loss: 0.0311493 | Time: 2059.2 ms [2022-04-13 04:26:26 main:574] : INFO : Epoch 1724 | loss: 0.0311299 | val_loss: 0.0311565 | Time: 2069.28 ms [2022-04-13 04:26:28 main:574] : INFO : Epoch 1725 | loss: 0.031134 | val_loss: 0.0311706 | Time: 2059.24 ms [2022-04-13 04:26:30 main:574] : INFO : Epoch 1726 | loss: 0.0311364 | val_loss: 0.0311583 | Time: 2065.07 ms [2022-04-13 04:26:32 main:574] : INFO : Epoch 1727 | loss: 0.0311326 | val_loss: 0.0311532 | Time: 2063.18 ms [2022-04-13 04:26:34 main:574] : INFO : Epoch 1728 | loss: 0.0311307 | val_loss: 0.03115 | Time: 2081.16 ms [2022-04-13 04:26:36 main:574] : INFO : Epoch 1729 | loss: 0.0311279 | val_loss: 0.0311522 | Time: 2060.24 ms [2022-04-13 04:26:38 main:574] : INFO : Epoch 1730 | loss: 0.031127 | val_loss: 0.0311485 | Time: 2071.48 ms [2022-04-13 04:26:41 main:574] : INFO : Epoch 1731 | loss: 0.0311295 | val_loss: 0.031156 | Time: 2061 ms [2022-04-13 04:26:43 main:574] : INFO : Epoch 1732 | loss: 0.0311263 | val_loss: 0.0311596 | Time: 2030.16 ms [2022-04-13 04:26:45 main:574] : INFO : Epoch 1733 | loss: 0.0311253 | val_loss: 0.031153 | Time: 2087.32 ms [2022-04-13 04:26:47 main:574] : INFO : Epoch 1734 | loss: 0.0311295 | val_loss: 0.0311549 | Time: 2070.09 ms [2022-04-13 04:26:49 main:574] : INFO : Epoch 1735 | loss: 0.0311279 | val_loss: 0.0311542 | Time: 2068.86 ms [2022-04-13 04:26:51 main:574] : INFO : Epoch 1736 | loss: 0.0311286 | val_loss: 0.0311509 | Time: 2055.84 ms [2022-04-13 04:26:53 main:574] : INFO : Epoch 1737 | loss: 0.0311379 | val_loss: 0.0311506 | Time: 2098.24 ms [2022-04-13 04:26:55 main:574] : INFO : Epoch 1738 | loss: 0.0311362 | val_loss: 0.0311555 | Time: 2037.58 ms [2022-04-13 04:26:58 main:574] : INFO : Epoch 1739 | loss: 0.0311343 | val_loss: 0.0311554 | Time: 2099.29 ms [2022-04-13 04:27:00 main:574] : INFO : Epoch 1740 | loss: 0.0311305 | val_loss: 0.0311509 | Time: 2053.56 ms [2022-04-13 04:27:02 main:574] : INFO : Epoch 1741 | loss: 0.0311321 | val_loss: 0.0311511 | Time: 2081.75 ms [2022-04-13 04:27:04 main:574] : INFO : Epoch 1742 | loss: 0.0311309 | val_loss: 0.0311518 | Time: 2068.65 ms [2022-04-13 04:27:06 main:574] : INFO : Epoch 1743 | loss: 0.0311333 | val_loss: 0.031153 | Time: 2059.54 ms [2022-04-13 04:27:08 main:574] : INFO : Epoch 1744 | loss: 0.0311299 | val_loss: 0.0311602 | Time: 2057.2 ms [2022-04-13 04:27:10 main:574] : INFO : Epoch 1745 | loss: 0.031128 | val_loss: 0.0311544 | Time: 2063.23 ms [2022-04-13 04:27:12 main:574] : INFO : Epoch 1746 | loss: 0.0311277 | val_loss: 0.0311564 | Time: 2020 ms [2022-04-13 04:27:14 main:574] : INFO : Epoch 1747 | loss: 0.0311261 | val_loss: 0.0311521 | Time: 2017.94 ms [2022-04-13 04:27:16 main:574] : INFO : Epoch 1748 | loss: 0.031127 | val_loss: 0.0311563 | Time: 2023.05 ms [2022-04-13 04:27:18 main:574] : INFO : Epoch 1749 | loss: 0.0311286 | val_loss: 0.0311605 | Time: 2050.17 ms [2022-04-13 04:27:21 main:574] : INFO : Epoch 1750 | loss: 0.0311322 | val_loss: 0.031154 | Time: 2024.87 ms [2022-04-13 04:27:23 main:574] : INFO : Epoch 1751 | loss: 0.0311307 | val_loss: 0.0311536 | Time: 1970.89 ms [2022-04-13 04:27:25 main:574] : INFO : Epoch 1752 | loss: 0.0311407 | val_loss: 0.0311573 | Time: 1997.01 ms [2022-04-13 04:27:27 main:574] : INFO : Epoch 1753 | loss: 0.0311351 | val_loss: 0.0311527 | Time: 2001.57 ms [2022-04-13 04:27:29 main:574] : INFO : Epoch 1754 | loss: 0.0311339 | val_loss: 0.0311601 | Time: 2084.62 ms [2022-04-13 04:27:31 main:574] : INFO : Epoch 1755 | loss: 0.0311367 | val_loss: 0.0311544 | Time: 2039.31 ms [2022-04-13 04:27:33 main:574] : INFO : Epoch 1756 | loss: 0.0311307 | val_loss: 0.0311524 | Time: 2040.65 ms [2022-04-13 04:27:35 main:574] : INFO : Epoch 1757 | loss: 0.0311333 | val_loss: 0.0311556 | Time: 2014.21 ms [2022-04-13 04:27:37 main:574] : INFO : Epoch 1758 | loss: 0.0311331 | val_loss: 0.0311558 | Time: 2019.11 ms [2022-04-13 04:27:39 main:574] : INFO : Epoch 1759 | loss: 0.0311291 | val_loss: 0.0311523 | Time: 2024.06 ms [2022-04-13 04:27:41 main:574] : INFO : Epoch 1760 | loss: 0.0311307 | val_loss: 0.0311567 | Time: 2043.72 ms [2022-04-13 04:27:44 main:574] : INFO : Epoch 1761 | loss: 0.0311281 | val_loss: 0.0311547 | Time: 2087.2 ms [2022-04-13 04:27:46 main:574] : INFO : Epoch 1762 | loss: 0.031129 | val_loss: 0.0311573 | Time: 2069.08 ms [2022-04-13 04:27:48 main:574] : INFO : Epoch 1763 | loss: 0.0311294 | val_loss: 0.0311557 | Time: 2003.74 ms [2022-04-13 04:27:50 main:574] : INFO : Epoch 1764 | loss: 0.0311318 | val_loss: 0.0311518 | Time: 2050.04 ms [2022-04-13 04:27:52 main:574] : INFO : Epoch 1765 | loss: 0.0311272 | val_loss: 0.0311521 | Time: 2055.59 ms [2022-04-13 04:27:54 main:574] : INFO : Epoch 1766 | loss: 0.0311266 | val_loss: 0.0311685 | Time: 2051.35 ms [2022-04-13 04:27:56 main:574] : INFO : Epoch 1767 | loss: 0.0311295 | val_loss: 0.0311543 | Time: 2072.83 ms [2022-04-13 04:27:58 main:574] : INFO : Epoch 1768 | loss: 0.0311275 | val_loss: 0.0311519 | Time: 2020.46 ms [2022-04-13 04:28:00 main:574] : INFO : Epoch 1769 | loss: 0.031134 | val_loss: 0.0311599 | Time: 2026.98 ms [2022-04-13 04:28:02 main:574] : INFO : Epoch 1770 | loss: 0.0311306 | val_loss: 0.0311547 | Time: 2046.77 ms [2022-04-13 04:28:04 main:574] : INFO : Epoch 1771 | loss: 0.0311292 | val_loss: 0.0311535 | Time: 2017.01 ms [2022-04-13 04:28:07 main:574] : INFO : Epoch 1772 | loss: 0.0311325 | val_loss: 0.0311581 | Time: 2043.39 ms [2022-04-13 04:28:09 main:574] : INFO : Epoch 1773 | loss: 0.0311289 | val_loss: 0.0311575 | Time: 2013.8 ms [2022-04-13 04:28:11 main:574] : INFO : Epoch 1774 | loss: 0.031129 | val_loss: 0.0311534 | Time: 2055.16 ms [2022-04-13 04:28:13 main:574] : INFO : Epoch 1775 | loss: 0.0311308 | val_loss: 0.0311563 | Time: 2097.22 ms [2022-04-13 04:28:15 main:574] : INFO : Epoch 1776 | loss: 0.0311279 | val_loss: 0.0311586 | Time: 2084.06 ms [2022-04-13 04:28:17 main:574] : INFO : Epoch 1777 | loss: 0.0311303 | val_loss: 0.0311595 | Time: 2059.17 ms [2022-04-13 04:28:19 main:574] : INFO : Epoch 1778 | loss: 0.0311269 | val_loss: 0.0311579 | Time: 2049.31 ms [2022-04-13 04:28:21 main:574] : INFO : Epoch 1779 | loss: 0.0311251 | val_loss: 0.0311548 | Time: 2055.15 ms [2022-04-13 04:28:23 main:574] : INFO : Epoch 1780 | loss: 0.0311274 | val_loss: 0.0311577 | Time: 2051.57 ms [2022-04-13 04:28:25 main:574] : INFO : Epoch 1781 | loss: 0.0311286 | val_loss: 0.0311649 | Time: 2049.61 ms [2022-04-13 04:28:28 main:574] : INFO : Epoch 1782 | loss: 0.0311298 | val_loss: 0.0311526 | Time: 2021.32 ms [2022-04-13 04:28:30 main:574] : INFO : Epoch 1783 | loss: 0.0311286 | val_loss: 0.0311603 | Time: 2003.46 ms [2022-04-13 04:28:32 main:574] : INFO : Epoch 1784 | loss: 0.0311269 | val_loss: 0.0311571 | Time: 2056.14 ms [2022-04-13 04:28:34 main:574] : INFO : Epoch 1785 | loss: 0.0311252 | val_loss: 0.0311552 | Time: 2051.55 ms [2022-04-13 04:28:36 main:574] : INFO : Epoch 1786 | loss: 0.0311237 | val_loss: 0.031159 | Time: 2047.28 ms [2022-04-13 04:28:38 main:574] : INFO : Epoch 1787 | loss: 0.031124 | val_loss: 0.0311548 | Time: 2038.05 ms [2022-04-13 04:28:40 main:574] : INFO : Epoch 1788 | loss: 0.0311257 | val_loss: 0.0311669 | Time: 2027.14 ms [2022-04-13 04:28:42 main:574] : INFO : Epoch 1789 | loss: 0.031129 | val_loss: 0.0311616 | Time: 2044.48 ms [2022-04-13 04:28:44 main:574] : INFO : Epoch 1790 | loss: 0.0311304 | val_loss: 0.0311592 | Time: 2093.15 ms [2022-04-13 04:28:46 main:574] : INFO : Epoch 1791 | loss: 0.0311256 | val_loss: 0.0311534 | Time: 1997.61 ms [2022-04-13 04:28:48 main:574] : INFO : Epoch 1792 | loss: 0.0311212 | val_loss: 0.0311522 | Time: 2068.39 ms [2022-04-13 04:28:51 main:574] : INFO : Epoch 1793 | loss: 0.0311239 | val_loss: 0.0311526 | Time: 2035.35 ms [2022-04-13 04:28:53 main:574] : INFO : Epoch 1794 | loss: 0.031124 | val_loss: 0.0311538 | Time: 2017.79 ms [2022-04-13 04:28:55 main:574] : INFO : Epoch 1795 | loss: 0.0311259 | val_loss: 0.0311542 | Time: 2044.95 ms [2022-04-13 04:28:57 main:574] : INFO : Epoch 1796 | loss: 0.031125 | val_loss: 0.0311583 | Time: 2009.94 ms [2022-04-13 04:28:59 main:574] : INFO : Epoch 1797 | loss: 0.0311238 | val_loss: 0.0311527 | Time: 2023.12 ms [2022-04-13 04:29:01 main:574] : INFO : Epoch 1798 | loss: 0.0311259 | val_loss: 0.0311619 | Time: 1990.2 ms [2022-04-13 04:29:03 main:574] : INFO : Epoch 1799 | loss: 0.0311238 | val_loss: 0.0311529 | Time: 2051.1 ms [2022-04-13 04:29:05 main:574] : INFO : Epoch 1800 | loss: 0.0311251 | val_loss: 0.0311606 | Time: 2039.76 ms [2022-04-13 04:29:07 main:574] : INFO : Epoch 1801 | loss: 0.0311236 | val_loss: 0.0311578 | Time: 2070.16 ms [2022-04-13 04:29:09 main:574] : INFO : Epoch 1802 | loss: 0.0311212 | val_loss: 0.0311631 | Time: 2058.66 ms [2022-04-13 04:29:11 main:574] : INFO : Epoch 1803 | loss: 0.0311228 | val_loss: 0.031156 | Time: 2059.99 ms [2022-04-13 04:29:13 main:574] : INFO : Epoch 1804 | loss: 0.0311232 | val_loss: 0.0311582 | Time: 2046.73 ms [2022-04-13 04:29:16 main:574] : INFO : Epoch 1805 | loss: 0.0311213 | val_loss: 0.0311554 | Time: 2036.54 ms [2022-04-13 04:29:18 main:574] : INFO : Epoch 1806 | loss: 0.0311215 | val_loss: 0.0311636 | Time: 2028.96 ms [2022-04-13 04:29:20 main:574] : INFO : Epoch 1807 | loss: 0.0311285 | val_loss: 0.0311711 | Time: 2065.3 ms [2022-04-13 04:29:22 main:574] : INFO : Epoch 1808 | loss: 0.0311257 | val_loss: 0.0311533 | Time: 2057.22 ms [2022-04-13 04:29:24 main:574] : INFO : Epoch 1809 | loss: 0.0311212 | val_loss: 0.0311559 | Time: 2048.2 ms [2022-04-13 04:29:26 main:574] : INFO : Epoch 1810 | loss: 0.0311208 | val_loss: 0.0311595 | Time: 1986.31 ms [2022-04-13 04:29:28 main:574] : INFO : Epoch 1811 | loss: 0.0311268 | val_loss: 0.0311569 | Time: 2103.26 ms [2022-04-13 04:29:30 main:574] : INFO : Epoch 1812 | loss: 0.0311213 | val_loss: 0.0311584 | Time: 2051.1 ms [2022-04-13 04:29:32 main:574] : INFO : Epoch 1813 | loss: 0.0311178 | val_loss: 0.031151 | Time: 2042.38 ms [2022-04-13 04:29:34 main:574] : INFO : Epoch 1814 | loss: 0.031118 | val_loss: 0.0311557 | Time: 2043.47 ms [2022-04-13 04:29:36 main:574] : INFO : Epoch 1815 | loss: 0.0311221 | val_loss: 0.0311528 | Time: 1993.48 ms [2022-04-13 04:29:39 main:574] : INFO : Epoch 1816 | loss: 0.0311256 | val_loss: 0.0311587 | Time: 2009.95 ms [2022-04-13 04:29:41 main:574] : INFO : Epoch 1817 | loss: 0.0311336 | val_loss: 0.0311581 | Time: 2010.99 ms [2022-04-13 04:29:43 main:574] : INFO : Epoch 1818 | loss: 0.0311302 | val_loss: 0.0311589 | Time: 2056.27 ms [2022-04-13 04:29:45 main:574] : INFO : Epoch 1819 | loss: 0.0311304 | val_loss: 0.0311628 | Time: 2030.7 ms [2022-04-13 04:29:47 main:574] : INFO : Epoch 1820 | loss: 0.0311294 | val_loss: 0.031156 | Time: 2078.19 ms [2022-04-13 04:29:49 main:574] : INFO : Epoch 1821 | loss: 0.0311307 | val_loss: 0.031161 | Time: 2077.53 ms [2022-04-13 04:29:51 main:574] : INFO : Epoch 1822 | loss: 0.0311315 | val_loss: 0.0311582 | Time: 2034.9 ms [2022-04-13 04:29:53 main:574] : INFO : Epoch 1823 | loss: 0.0311406 | val_loss: 0.0311676 | Time: 2077.85 ms [2022-04-13 04:29:56 main:574] : INFO : Epoch 1824 | loss: 0.031136 | val_loss: 0.0311703 | Time: 2049.45 ms [2022-04-13 04:29:58 main:574] : INFO : Epoch 1825 | loss: 0.0311361 | val_loss: 0.0311543 | Time: 2048.42 ms [2022-04-13 04:30:00 main:574] : INFO : Epoch 1826 | loss: 0.0311278 | val_loss: 0.0311504 | Time: 2046.33 ms [2022-04-13 04:30:02 main:574] : INFO : Epoch 1827 | loss: 0.0311251 | val_loss: 0.0311585 | Time: 1985.9 ms [2022-04-13 04:30:04 main:574] : INFO : Epoch 1828 | loss: 0.0311245 | val_loss: 0.0311591 | Time: 2028.89 ms [2022-04-13 04:30:06 main:574] : INFO : Epoch 1829 | loss: 0.031124 | val_loss: 0.0311525 | Time: 2066.71 ms [2022-04-13 04:30:09 main:574] : INFO : Epoch 1830 | loss: 0.0311226 | val_loss: 0.0311502 | Time: 2061.34 ms [2022-04-13 04:30:11 main:574] : INFO : Epoch 1831 | loss: 0.0311256 | val_loss: 0.0311567 | Time: 2057.2 ms [2022-04-13 04:30:13 main:574] : INFO : Epoch 1832 | loss: 0.0311249 | val_loss: 0.0311624 | Time: 2055.56 ms [2022-04-13 04:30:15 main:574] : INFO : Epoch 1833 | loss: 0.0311246 | val_loss: 0.0311596 | Time: 2045.06 ms [2022-04-13 04:30:17 main:574] : INFO : Epoch 1834 | loss: 0.0311219 | val_loss: 0.0311529 | Time: 2019.02 ms [2022-04-13 04:30:19 main:574] : INFO : Epoch 1835 | loss: 0.0311222 | val_loss: 0.0311548 | Time: 2005.79 ms [2022-04-13 04:30:21 main:574] : INFO : Epoch 1836 | loss: 0.0311187 | val_loss: 0.0311524 | Time: 2070.41 ms [2022-04-13 04:30:23 main:574] : INFO : Epoch 1837 | loss: 0.0311228 | val_loss: 0.031153 | Time: 2036.51 ms [2022-04-13 04:30:25 main:574] : INFO : Epoch 1838 | loss: 0.0311219 | val_loss: 0.031152 | Time: 2050.39 ms [2022-04-13 04:30:28 main:574] : INFO : Epoch 1839 | loss: 0.0311224 | val_loss: 0.0311572 | Time: 2044.39 ms [2022-04-13 04:30:30 main:574] : INFO : Epoch 1840 | loss: 0.0311244 | val_loss: 0.0311537 | Time: 2025.93 ms [2022-04-13 04:30:32 main:574] : INFO : Epoch 1841 | loss: 0.03113 | val_loss: 0.0311544 | Time: 2075.82 ms [2022-04-13 04:30:34 main:574] : INFO : Epoch 1842 | loss: 0.0311348 | val_loss: 0.0311569 | Time: 2037.08 ms [2022-04-13 04:30:36 main:574] : INFO : Epoch 1843 | loss: 0.0311346 | val_loss: 0.0311525 | Time: 2047.48 ms [2022-04-13 04:30:38 main:574] : INFO : Epoch 1844 | loss: 0.031132 | val_loss: 0.0311487 | Time: 2052.36 ms [2022-04-13 04:30:40 main:574] : INFO : Epoch 1845 | loss: 0.031132 | val_loss: 0.0311519 | Time: 2044.71 ms [2022-04-13 04:30:42 main:574] : INFO : Epoch 1846 | loss: 0.0311303 | val_loss: 0.031153 | Time: 2068.07 ms [2022-04-13 04:30:44 main:574] : INFO : Epoch 1847 | loss: 0.0311321 | val_loss: 0.0311577 | Time: 2008.97 ms [2022-04-13 04:30:46 main:574] : INFO : Epoch 1848 | loss: 0.0311324 | val_loss: 0.0311543 | Time: 2021.78 ms [2022-04-13 04:30:48 main:574] : INFO : Epoch 1849 | loss: 0.0311309 | val_loss: 0.0311594 | Time: 2011.89 ms [2022-04-13 04:30:51 main:574] : INFO : Epoch 1850 | loss: 0.0311283 | val_loss: 0.0311569 | Time: 2056.26 ms [2022-04-13 04:30:53 main:574] : INFO : Epoch 1851 | loss: 0.0311257 | val_loss: 0.0311622 | Time: 2037.44 ms [2022-04-13 04:30:55 main:574] : INFO : Epoch 1852 | loss: 0.03112 | val_loss: 0.0311512 | Time: 2046.24 ms [2022-04-13 04:30:57 main:574] : INFO : Epoch 1853 | loss: 0.0311194 | val_loss: 0.0311584 | Time: 2022.94 ms [2022-04-13 04:30:59 main:574] : INFO : Epoch 1854 | loss: 0.031121 | val_loss: 0.031155 | Time: 2022.8 ms [2022-04-13 04:31:01 main:574] : INFO : Epoch 1855 | loss: 0.0311272 | val_loss: 0.0311526 | Time: 1997.62 ms [2022-04-13 04:31:03 main:574] : INFO : Epoch 1856 | loss: 0.0311286 | val_loss: 0.0311567 | Time: 2013.49 ms [2022-04-13 04:31:05 main:574] : INFO : Epoch 1857 | loss: 0.0311324 | val_loss: 0.0311573 | Time: 2013.5 ms [2022-04-13 04:31:07 main:574] : INFO : Epoch 1858 | loss: 0.0311347 | val_loss: 0.031166 | Time: 2007.44 ms [2022-04-13 04:31:09 main:574] : INFO : Epoch 1859 | loss: 0.0311291 | val_loss: 0.0311488 | Time: 2015.22 ms [2022-04-13 04:31:11 main:574] : INFO : Epoch 1860 | loss: 0.0311227 | val_loss: 0.0311486 | Time: 2061.31 ms [2022-04-13 04:31:13 main:574] : INFO : Epoch 1861 | loss: 0.0311225 | val_loss: 0.0311511 | Time: 2080.36 ms [2022-04-13 04:31:16 main:574] : INFO : Epoch 1862 | loss: 0.0311234 | val_loss: 0.0311607 | Time: 2018.82 ms [2022-04-13 04:31:18 main:574] : INFO : Epoch 1863 | loss: 0.0311218 | val_loss: 0.0311522 | Time: 2075.64 ms [2022-04-13 04:31:20 main:574] : INFO : Epoch 1864 | loss: 0.0311219 | val_loss: 0.0311532 | Time: 2015.42 ms [2022-04-13 04:31:22 main:574] : INFO : Epoch 1865 | loss: 0.0311207 | val_loss: 0.0311549 | Time: 1994.03 ms [2022-04-13 04:31:24 main:574] : INFO : Epoch 1866 | loss: 0.0311236 | val_loss: 0.0311643 | Time: 2019.7 ms [2022-04-13 04:31:26 main:574] : INFO : Epoch 1867 | loss: 0.0311204 | val_loss: 0.0311498 | Time: 2022.78 ms [2022-04-13 04:31:28 main:574] : INFO : Epoch 1868 | loss: 0.0311201 | val_loss: 0.0311554 | Time: 2059.58 ms [2022-04-13 04:31:30 main:574] : INFO : Epoch 1869 | loss: 0.0311202 | val_loss: 0.0311489 | Time: 2057.68 ms [2022-04-13 04:31:32 main:574] : INFO : Epoch 1870 | loss: 0.0311168 | val_loss: 0.0311498 | Time: 2063.08 ms [2022-04-13 04:31:34 main:574] : INFO : Epoch 1871 | loss: 0.0311171 | val_loss: 0.0311529 | Time: 2046.96 ms [2022-04-13 04:31:36 main:574] : INFO : Epoch 1872 | loss: 0.031117 | val_loss: 0.0311506 | Time: 2084.78 ms [2022-04-13 04:31:39 main:574] : INFO : Epoch 1873 | loss: 0.0311169 | val_loss: 0.0311485 | Time: 2083.64 ms [2022-04-13 04:31:41 main:574] : INFO : Epoch 1874 | loss: 0.0311201 | val_loss: 0.0311666 | Time: 2027.3 ms [2022-04-13 04:31:43 main:574] : INFO : Epoch 1875 | loss: 0.0311248 | val_loss: 0.0311449 | Time: 2013.92 ms [2022-04-13 04:31:45 main:574] : INFO : Epoch 1876 | loss: 0.0311239 | val_loss: 0.0311483 | Time: 2050.18 ms [2022-04-13 04:31:47 main:574] : INFO : Epoch 1877 | loss: 0.0311183 | val_loss: 0.0311528 | Time: 2082.03 ms [2022-04-13 04:31:49 main:574] : INFO : Epoch 1878 | loss: 0.0311176 | val_loss: 0.0311543 | Time: 1999.97 ms [2022-04-13 04:31:51 main:574] : INFO : Epoch 1879 | loss: 0.0311214 | val_loss: 0.0311478 | Time: 2049.48 ms [2022-04-13 04:31:53 main:574] : INFO : Epoch 1880 | loss: 0.0311164 | val_loss: 0.0311562 | Time: 2017.73 ms [2022-04-13 04:31:55 main:574] : INFO : Epoch 1881 | loss: 0.0311164 | val_loss: 0.031154 | Time: 2061.02 ms [2022-04-13 04:31:57 main:574] : INFO : Epoch 1882 | loss: 0.0311166 | val_loss: 0.0311523 | Time: 2054.61 ms [2022-04-13 04:31:59 main:574] : INFO : Epoch 1883 | loss: 0.0311188 | val_loss: 0.0311519 | Time: 2068.93 ms [2022-04-13 04:32:02 main:574] : INFO : Epoch 1884 | loss: 0.0311163 | val_loss: 0.0311504 | Time: 2011.17 ms [2022-04-13 04:32:04 main:574] : INFO : Epoch 1885 | loss: 0.031116 | val_loss: 0.0311496 | Time: 2043.56 ms [2022-04-13 04:32:06 main:574] : INFO : Epoch 1886 | loss: 0.0311147 | val_loss: 0.0311528 | Time: 2077.57 ms [2022-04-13 04:32:08 main:574] : INFO : Epoch 1887 | loss: 0.0311152 | val_loss: 0.0311514 | Time: 2065.74 ms [2022-04-13 04:32:10 main:574] : INFO : Epoch 1888 | loss: 0.0311155 | val_loss: 0.0311526 | Time: 2041.66 ms [2022-04-13 04:32:12 main:574] : INFO : Epoch 1889 | loss: 0.0311126 | val_loss: 0.0311551 | Time: 2042.36 ms [2022-04-13 04:32:14 main:574] : INFO : Epoch 1890 | loss: 0.0311171 | val_loss: 0.0311565 | Time: 2026.63 ms [2022-04-13 04:32:16 main:574] : INFO : Epoch 1891 | loss: 0.0311185 | val_loss: 0.031161 | Time: 2063.66 ms [2022-04-13 04:32:18 main:574] : INFO : Epoch 1892 | loss: 0.0311226 | val_loss: 0.0311594 | Time: 2049.43 ms [2022-04-13 04:32:20 main:574] : INFO : Epoch 1893 | loss: 0.0311162 | val_loss: 0.0311529 | Time: 2025.68 ms [2022-04-13 04:32:22 main:574] : INFO : Epoch 1894 | loss: 0.031116 | val_loss: 0.0311556 | Time: 2022.04 ms [2022-04-13 04:32:25 main:574] : INFO : Epoch 1895 | loss: 0.0311136 | val_loss: 0.0311518 | Time: 2045.86 ms [2022-04-13 04:32:27 main:574] : INFO : Epoch 1896 | loss: 0.0311133 | val_loss: 0.0311469 | Time: 1993.11 ms [2022-04-13 04:32:29 main:574] : INFO : Epoch 1897 | loss: 0.031114 | val_loss: 0.031147 | Time: 2044.11 ms [2022-04-13 04:32:31 main:574] : INFO : Epoch 1898 | loss: 0.0311162 | val_loss: 0.0311497 | Time: 2076.15 ms [2022-04-13 04:32:33 main:574] : INFO : Epoch 1899 | loss: 0.0311142 | val_loss: 0.0311533 | Time: 2052.99 ms [2022-04-13 04:32:35 main:574] : INFO : Epoch 1900 | loss: 0.0311207 | val_loss: 0.031155 | Time: 2050.22 ms [2022-04-13 04:32:37 main:574] : INFO : Epoch 1901 | loss: 0.0311209 | val_loss: 0.0311553 | Time: 2034.93 ms [2022-04-13 04:32:39 main:574] : INFO : Epoch 1902 | loss: 0.0311216 | val_loss: 0.0311537 | Time: 2047.73 ms [2022-04-13 04:32:41 main:574] : INFO : Epoch 1903 | loss: 0.0311222 | val_loss: 0.0311543 | Time: 2037.4 ms [2022-04-13 04:32:43 main:574] : INFO : Epoch 1904 | loss: 0.03112 | val_loss: 0.0311546 | Time: 2084.19 ms [2022-04-13 04:32:45 main:574] : INFO : Epoch 1905 | loss: 0.0311226 | val_loss: 0.0311563 | Time: 2044.79 ms [2022-04-13 04:32:48 main:574] : INFO : Epoch 1906 | loss: 0.0311199 | val_loss: 0.0311524 | Time: 2055.57 ms [2022-04-13 04:32:50 main:574] : INFO : Epoch 1907 | loss: 0.0311175 | val_loss: 0.0311559 | Time: 2034.7 ms [2022-04-13 04:32:52 main:574] : INFO : Epoch 1908 | loss: 0.0311187 | val_loss: 0.031163 | Time: 2046.23 ms [2022-04-13 04:32:54 main:574] : INFO : Epoch 1909 | loss: 0.0311204 | val_loss: 0.0311599 | Time: 2058.41 ms [2022-04-13 04:32:56 main:574] : INFO : Epoch 1910 | loss: 0.0311197 | val_loss: 0.0311548 | Time: 2034.23 ms [2022-04-13 04:32:58 main:574] : INFO : Epoch 1911 | loss: 0.0311157 | val_loss: 0.0311508 | Time: 2058.29 ms [2022-04-13 04:33:00 main:574] : INFO : Epoch 1912 | loss: 0.0311177 | val_loss: 0.0311544 | Time: 2059.58 ms [2022-04-13 04:33:02 main:574] : INFO : Epoch 1913 | loss: 0.031116 | val_loss: 0.0311489 | Time: 2072.67 ms [2022-04-13 04:33:04 main:574] : INFO : Epoch 1914 | loss: 0.031117 | val_loss: 0.0311592 | Time: 2065.55 ms [2022-04-13 04:33:07 main:574] : INFO : Epoch 1915 | loss: 0.0311156 | val_loss: 0.031155 | Time: 2043.42 ms [2022-04-13 04:33:09 main:574] : INFO : Epoch 1916 | loss: 0.0311198 | val_loss: 0.0311812 | Time: 2066.38 ms [2022-04-13 04:33:11 main:574] : INFO : Epoch 1917 | loss: 0.0311763 | val_loss: 0.0311829 | Time: 2070.61 ms [2022-04-13 04:33:13 main:574] : INFO : Epoch 1918 | loss: 0.0311616 | val_loss: 0.0311677 | Time: 1993.38 ms [2022-04-13 04:33:15 main:574] : INFO : Epoch 1919 | loss: 0.0311497 | val_loss: 0.0311575 | Time: 2073.07 ms [2022-04-13 04:33:17 main:574] : INFO : Epoch 1920 | loss: 0.0311388 | val_loss: 0.0311501 | Time: 2064.19 ms [2022-04-13 04:33:19 main:574] : INFO : Epoch 1921 | loss: 0.031142 | val_loss: 0.0311515 | Time: 1984.13 ms [2022-04-13 04:33:21 main:574] : INFO : Epoch 1922 | loss: 0.0311359 | val_loss: 0.0311523 | Time: 2027.62 ms [2022-04-13 04:33:23 main:574] : INFO : Epoch 1923 | loss: 0.0311359 | val_loss: 0.031151 | Time: 2018.47 ms [2022-04-13 04:33:25 main:574] : INFO : Epoch 1924 | loss: 0.0311337 | val_loss: 0.0311489 | Time: 2041.58 ms [2022-04-13 04:33:27 main:574] : INFO : Epoch 1925 | loss: 0.031133 | val_loss: 0.0311506 | Time: 2041.02 ms [2022-04-13 04:33:30 main:574] : INFO : Epoch 1926 | loss: 0.0311309 | val_loss: 0.0311543 | Time: 2018.59 ms [2022-04-13 04:33:32 main:574] : INFO : Epoch 1927 | loss: 0.0311327 | val_loss: 0.0311513 | Time: 2084.63 ms [2022-04-13 04:33:34 main:574] : INFO : Epoch 1928 | loss: 0.0311337 | val_loss: 0.0311505 | Time: 2049.52 ms [2022-04-13 04:33:36 main:574] : INFO : Epoch 1929 | loss: 0.03113 | val_loss: 0.0311536 | Time: 2080.02 ms [2022-04-13 04:33:38 main:574] : INFO : Epoch 1930 | loss: 0.0311302 | val_loss: 0.031155 | Time: 2040.94 ms [2022-04-13 04:33:40 main:574] : INFO : Epoch 1931 | loss: 0.03113 | val_loss: 0.0311642 | Time: 2099.9 ms [2022-04-13 04:33:42 main:574] : INFO : Epoch 1932 | loss: 0.0311303 | val_loss: 0.031154 | Time: 2039.76 ms [2022-04-13 04:33:44 main:574] : INFO : Epoch 1933 | loss: 0.0311299 | val_loss: 0.0311603 | Time: 2078.48 ms [2022-04-13 04:33:46 main:574] : INFO : Epoch 1934 | loss: 0.031134 | val_loss: 0.0311555 | Time: 2036.75 ms [2022-04-13 04:33:49 main:574] : INFO : Epoch 1935 | loss: 0.0311493 | val_loss: 0.0312044 | Time: 2055.69 ms [2022-04-13 04:33:51 main:574] : INFO : Epoch 1936 | loss: 0.0320483 | val_loss: 0.0313712 | Time: 2071.16 ms [2022-04-13 04:33:53 main:574] : INFO : Epoch 1937 | loss: 0.0318103 | val_loss: 0.0313073 | Time: 2117.9 ms [2022-04-13 04:33:55 main:574] : INFO : Epoch 1938 | loss: 0.031219 | val_loss: 0.0311777 | Time: 2052.61 ms [2022-04-13 04:33:57 main:574] : INFO : Epoch 1939 | loss: 0.0311433 | val_loss: 0.031153 | Time: 2052.5 ms [2022-04-13 04:33:59 main:574] : INFO : Epoch 1940 | loss: 0.0311293 | val_loss: 0.0311514 | Time: 2048.05 ms [2022-04-13 04:34:01 main:574] : INFO : Epoch 1941 | loss: 0.0311291 | val_loss: 0.0311513 | Time: 2045.15 ms [2022-04-13 04:34:03 main:574] : INFO : Epoch 1942 | loss: 0.0311274 | val_loss: 0.0311521 | Time: 2081.4 ms [2022-04-13 04:34:05 main:574] : INFO : Epoch 1943 | loss: 0.0311266 | val_loss: 0.0311508 | Time: 2067.49 ms [2022-04-13 04:34:08 main:574] : INFO : Epoch 1944 | loss: 0.0311255 | val_loss: 0.031149 | Time: 2058.67 ms [2022-04-13 04:34:10 main:574] : INFO : Epoch 1945 | loss: 0.0311262 | val_loss: 0.0311504 | Time: 2043.09 ms [2022-04-13 04:34:12 main:574] : INFO : Epoch 1946 | loss: 0.0311231 | val_loss: 0.031155 | Time: 2012.37 ms [2022-04-13 04:34:14 main:574] : INFO : Epoch 1947 | loss: 0.0311205 | val_loss: 0.0311556 | Time: 2046.81 ms [2022-04-13 04:34:16 main:574] : INFO : Epoch 1948 | loss: 0.0311214 | val_loss: 0.0311538 | Time: 2050.77 ms [2022-04-13 04:34:18 main:574] : INFO : Epoch 1949 | loss: 0.0311206 | val_loss: 0.0311524 | Time: 2011.85 ms [2022-04-13 04:34:20 main:574] : INFO : Epoch 1950 | loss: 0.0311266 | val_loss: 0.0311538 | Time: 2038.27 ms [2022-04-13 04:34:22 main:574] : INFO : Epoch 1951 | loss: 0.0311224 | val_loss: 0.0311531 | Time: 2093.8 ms [2022-04-13 04:34:24 main:574] : INFO : Epoch 1952 | loss: 0.0311191 | val_loss: 0.0311525 | Time: 2092.73 ms [2022-04-13 04:34:26 main:574] : INFO : Epoch 1953 | loss: 0.031121 | val_loss: 0.0311534 | Time: 2055.95 ms [2022-04-13 04:34:29 main:574] : INFO : Epoch 1954 | loss: 0.0311209 | val_loss: 0.0311511 | Time: 2081.3 ms [2022-04-13 04:34:31 main:574] : INFO : Epoch 1955 | loss: 0.0311215 | val_loss: 0.0311537 | Time: 2071.96 ms [2022-04-13 04:34:33 main:574] : INFO : Epoch 1956 | loss: 0.0311236 | val_loss: 0.0311587 | Time: 2046.71 ms [2022-04-13 04:34:35 main:574] : INFO : Epoch 1957 | loss: 0.0311241 | val_loss: 0.0311529 | Time: 2045.26 ms [2022-04-13 04:34:37 main:574] : INFO : Epoch 1958 | loss: 0.0311182 | val_loss: 0.0311507 | Time: 2044.55 ms [2022-04-13 04:34:39 main:574] : INFO : Epoch 1959 | loss: 0.0311212 | val_loss: 0.0311509 | Time: 2085.08 ms [2022-04-13 04:34:41 main:574] : INFO : Epoch 1960 | loss: 0.0311221 | val_loss: 0.0311505 | Time: 2097.46 ms [2022-04-13 04:34:43 main:574] : INFO : Epoch 1961 | loss: 0.0311238 | val_loss: 0.0311532 | Time: 2103.96 ms [2022-04-13 04:34:46 main:574] : INFO : Epoch 1962 | loss: 0.0311228 | val_loss: 0.0311485 | Time: 2048.81 ms [2022-04-13 04:34:48 main:574] : INFO : Epoch 1963 | loss: 0.0311198 | val_loss: 0.031146 | Time: 2075.55 ms [2022-04-13 04:34:50 main:574] : INFO : Epoch 1964 | loss: 0.0311197 | val_loss: 0.0311507 | Time: 2079.25 ms [2022-04-13 04:34:52 main:574] : INFO : Epoch 1965 | loss: 0.0311188 | val_loss: 0.0311505 | Time: 2073.48 ms [2022-04-13 04:34:54 main:574] : INFO : Epoch 1966 | loss: 0.0311212 | val_loss: 0.0311478 | Time: 2024.35 ms [2022-04-13 04:34:56 main:574] : INFO : Epoch 1967 | loss: 0.031124 | val_loss: 0.0311543 | Time: 2044.18 ms [2022-04-13 04:34:58 main:574] : INFO : Epoch 1968 | loss: 0.0311192 | val_loss: 0.0311529 | Time: 2094.68 ms [2022-04-13 04:35:00 main:574] : INFO : Epoch 1969 | loss: 0.0311214 | val_loss: 0.0311592 | Time: 2069.06 ms [2022-04-13 04:35:03 main:574] : INFO : Epoch 1970 | loss: 0.0311248 | val_loss: 0.031155 | Time: 2070.61 ms [2022-04-13 04:35:05 main:574] : INFO : Epoch 1971 | loss: 0.0311215 | val_loss: 0.0311513 | Time: 2098.36 ms [2022-04-13 04:35:07 main:574] : INFO : Epoch 1972 | loss: 0.0311216 | val_loss: 0.0311504 | Time: 2048.9 ms [2022-04-13 04:35:09 main:574] : INFO : Epoch 1973 | loss: 0.0311186 | val_loss: 0.0311499 | Time: 2063.83 ms [2022-04-13 04:35:11 main:574] : INFO : Epoch 1974 | loss: 0.0311194 | val_loss: 0.0311574 | Time: 2044.76 ms [2022-04-13 04:35:13 main:574] : INFO : Epoch 1975 | loss: 0.0311184 | val_loss: 0.0311521 | Time: 2053.5 ms [2022-04-13 04:35:15 main:574] : INFO : Epoch 1976 | loss: 0.0311163 | val_loss: 0.0311506 | Time: 2036.91 ms [2022-04-13 04:35:17 main:574] : INFO : Epoch 1977 | loss: 0.0311146 | val_loss: 0.0311533 | Time: 2008.25 ms [2022-04-13 04:35:19 main:574] : INFO : Epoch 1978 | loss: 0.0311151 | val_loss: 0.0311504 | Time: 2014.49 ms [2022-04-13 04:35:21 main:574] : INFO : Epoch 1979 | loss: 0.0311147 | val_loss: 0.0311514 | Time: 2007.42 ms [2022-04-13 04:35:23 main:574] : INFO : Epoch 1980 | loss: 0.031114 | val_loss: 0.0311529 | Time: 2046.82 ms [2022-04-13 04:35:26 main:574] : INFO : Epoch 1981 | loss: 0.0311153 | val_loss: 0.0311568 | Time: 2046.5 ms [2022-04-13 04:35:28 main:574] : INFO : Epoch 1982 | loss: 0.0311153 | val_loss: 0.0311542 | Time: 2025.92 ms [2022-04-13 04:35:30 main:574] : INFO : Epoch 1983 | loss: 0.0311126 | val_loss: 0.0311506 | Time: 2059.77 ms [2022-04-13 04:35:32 main:574] : INFO : Epoch 1984 | loss: 0.0311133 | val_loss: 0.0311531 | Time: 2081.7 ms [2022-04-13 04:35:34 main:574] : INFO : Epoch 1985 | loss: 0.0311149 | val_loss: 0.031154 | Time: 2005.49 ms [2022-04-13 04:35:36 main:574] : INFO : Epoch 1986 | loss: 0.0311149 | val_loss: 0.0311532 | Time: 2056.76 ms [2022-04-13 04:35:38 main:574] : INFO : Epoch 1987 | loss: 0.0311173 | val_loss: 0.0311472 | Time: 2063.74 ms [2022-04-13 04:35:40 main:574] : INFO : Epoch 1988 | loss: 0.0311165 | val_loss: 0.0311531 | Time: 2023.22 ms [2022-04-13 04:35:42 main:574] : INFO : Epoch 1989 | loss: 0.031119 | val_loss: 0.0311576 | Time: 2037.01 ms [2022-04-13 04:35:44 main:574] : INFO : Epoch 1990 | loss: 0.0311318 | val_loss: 0.0311529 | Time: 2042.53 ms [2022-04-13 04:35:47 main:574] : INFO : Epoch 1991 | loss: 0.0311316 | val_loss: 0.0311521 | Time: 2080.33 ms [2022-04-13 04:35:49 main:574] : INFO : Epoch 1992 | loss: 0.0311319 | val_loss: 0.0311542 | Time: 2042.11 ms [2022-04-13 04:35:51 main:574] : INFO : Epoch 1993 | loss: 0.0311295 | val_loss: 0.03115 | Time: 2036.3 ms [2022-04-13 04:35:53 main:574] : INFO : Epoch 1994 | loss: 0.0311289 | val_loss: 0.0311492 | Time: 2022.94 ms [2022-04-13 04:35:55 main:574] : INFO : Epoch 1995 | loss: 0.0311266 | val_loss: 0.0311517 | Time: 2040.15 ms [2022-04-13 04:35:57 main:574] : INFO : Epoch 1996 | loss: 0.0311234 | val_loss: 0.0311483 | Time: 2056.71 ms [2022-04-13 04:35:59 main:574] : INFO : Epoch 1997 | loss: 0.0311211 | val_loss: 0.0311494 | Time: 2027.39 ms [2022-04-13 04:36:01 main:574] : INFO : Epoch 1998 | loss: 0.0311249 | val_loss: 0.0311505 | Time: 2048.87 ms [2022-04-13 04:36:03 main:574] : INFO : Epoch 1999 | loss: 0.0311227 | val_loss: 0.031149 | Time: 2026.41 ms [2022-04-13 04:36:05 main:574] : INFO : Epoch 2000 | loss: 0.0311205 | val_loss: 0.0311466 | Time: 1994.86 ms [2022-04-13 04:36:08 main:574] : INFO : Epoch 2001 | loss: 0.031121 | val_loss: 0.0311449 | Time: 2053.64 ms [2022-04-13 04:36:10 main:574] : INFO : Epoch 2002 | loss: 0.0311215 | val_loss: 0.0311479 | Time: 2066.1 ms [2022-04-13 04:36:12 main:574] : INFO : Epoch 2003 | loss: 0.0311203 | val_loss: 0.031149 | Time: 2010.38 ms [2022-04-13 04:36:14 main:574] : INFO : Epoch 2004 | loss: 0.0311199 | val_loss: 0.0311513 | Time: 2060.03 ms [2022-04-13 04:36:16 main:574] : INFO : Epoch 2005 | loss: 0.0311214 | val_loss: 0.0311607 | Time: 2027.72 ms [2022-04-13 04:36:18 main:574] : INFO : Epoch 2006 | loss: 0.0311267 | val_loss: 0.0311704 | Time: 2039.93 ms [2022-04-13 04:36:20 main:574] : INFO : Epoch 2007 | loss: 0.0311223 | val_loss: 0.0311543 | Time: 2083.06 ms [2022-04-13 04:36:22 main:574] : INFO : Epoch 2008 | loss: 0.0311194 | val_loss: 0.0311534 | Time: 2024.89 ms [2022-04-13 04:36:24 main:574] : INFO : Epoch 2009 | loss: 0.031118 | val_loss: 0.0311498 | Time: 2065.05 ms [2022-04-13 04:36:26 main:574] : INFO : Epoch 2010 | loss: 0.0311163 | val_loss: 0.0311522 | Time: 2013.72 ms [2022-04-13 04:36:28 main:574] : INFO : Epoch 2011 | loss: 0.0311208 | val_loss: 0.0311536 | Time: 2045.67 ms [2022-04-13 04:36:31 main:574] : INFO : Epoch 2012 | loss: 0.0311173 | val_loss: 0.0311511 | Time: 2071.7 ms [2022-04-13 04:36:33 main:574] : INFO : Epoch 2013 | loss: 0.0311216 | val_loss: 0.0311534 | Time: 2035.82 ms [2022-04-13 04:36:35 main:574] : INFO : Epoch 2014 | loss: 0.0311179 | val_loss: 0.0311491 | Time: 1935.37 ms [2022-04-13 04:36:37 main:574] : INFO : Epoch 2015 | loss: 0.0311162 | val_loss: 0.0311494 | Time: 2003.43 ms [2022-04-13 04:36:39 main:574] : INFO : Epoch 2016 | loss: 0.0311173 | val_loss: 0.031153 | Time: 2077.22 ms [2022-04-13 04:36:41 main:574] : INFO : Epoch 2017 | loss: 0.031116 | val_loss: 0.0311494 | Time: 2052.47 ms [2022-04-13 04:36:43 main:574] : INFO : Epoch 2018 | loss: 0.0311159 | val_loss: 0.0311514 | Time: 2071.12 ms [2022-04-13 04:36:45 main:574] : INFO : Epoch 2019 | loss: 0.031115 | val_loss: 0.03115 | Time: 2007.11 ms [2022-04-13 04:36:48 main:574] : INFO : Epoch 2020 | loss: 0.0311148 | val_loss: 0.0311483 | Time: 2084.66 ms [2022-04-13 04:36:50 main:574] : INFO : Epoch 2021 | loss: 0.0311149 | val_loss: 0.0311497 | Time: 2068.86 ms [2022-04-13 04:36:52 main:574] : INFO : Epoch 2022 | loss: 0.0311147 | val_loss: 0.0311499 | Time: 2033.41 ms [2022-04-13 04:36:54 main:574] : INFO : Epoch 2023 | loss: 0.0311144 | val_loss: 0.0311508 | Time: 2038.21 ms [2022-04-13 04:36:56 main:574] : INFO : Epoch 2024 | loss: 0.0311129 | val_loss: 0.0311535 | Time: 2068.31 ms [2022-04-13 04:36:58 main:574] : INFO : Epoch 2025 | loss: 0.0311132 | val_loss: 0.0311539 | Time: 2038.82 ms [2022-04-13 04:37:00 main:574] : INFO : Epoch 2026 | loss: 0.0311143 | val_loss: 0.0311511 | Time: 2078.28 ms [2022-04-13 04:37:02 main:574] : INFO : Epoch 2027 | loss: 0.0311121 | val_loss: 0.0311532 | Time: 2056.53 ms [2022-04-13 04:37:05 main:574] : INFO : Epoch 2028 | loss: 0.0311103 | val_loss: 0.0311552 | Time: 2057.22 ms [2022-04-13 04:37:07 main:574] : INFO : Epoch 2029 | loss: 0.0311104 | val_loss: 0.031153 | Time: 2039.04 ms [2022-04-13 04:37:09 main:574] : INFO : Epoch 2030 | loss: 0.0311111 | val_loss: 0.0311506 | Time: 2029.45 ms [2022-04-13 04:37:11 main:574] : INFO : Epoch 2031 | loss: 0.031114 | val_loss: 0.0311493 | Time: 2048.68 ms [2022-04-13 04:37:13 main:574] : INFO : Epoch 2032 | loss: 0.0311166 | val_loss: 0.0311513 | Time: 2060.55 ms [2022-04-13 04:37:15 main:574] : INFO : Epoch 2033 | loss: 0.031141 | val_loss: 0.0311555 | Time: 2066.41 ms [2022-04-13 04:37:17 main:574] : INFO : Epoch 2034 | loss: 0.0311394 | val_loss: 0.0311543 | Time: 2047.33 ms [2022-04-13 04:37:19 main:574] : INFO : Epoch 2035 | loss: 0.0311412 | val_loss: 0.0311489 | Time: 2035.85 ms [2022-04-13 04:37:21 main:574] : INFO : Epoch 2036 | loss: 0.0311388 | val_loss: 0.0311526 | Time: 2071.9 ms [2022-04-13 04:37:23 main:574] : INFO : Epoch 2037 | loss: 0.0311389 | val_loss: 0.0311524 | Time: 2077.6 ms [2022-04-13 04:37:26 main:574] : INFO : Epoch 2038 | loss: 0.0311418 | val_loss: 0.0311487 | Time: 2080.73 ms [2022-04-13 04:37:28 main:574] : INFO : Epoch 2039 | loss: 0.0311404 | val_loss: 0.0311497 | Time: 2042.38 ms [2022-04-13 04:37:30 main:574] : INFO : Epoch 2040 | loss: 0.0311366 | val_loss: 0.031148 | Time: 2051.37 ms [2022-04-13 04:37:32 main:574] : INFO : Epoch 2041 | loss: 0.0311341 | val_loss: 0.0311449 | Time: 2048.59 ms [2022-04-13 04:37:34 main:574] : INFO : Epoch 2042 | loss: 0.0311318 | val_loss: 0.0311459 | Time: 2044.15 ms [2022-04-13 04:37:36 main:574] : INFO : Epoch 2043 | loss: 0.031133 | val_loss: 0.0311454 | Time: 2025.49 ms [2022-04-13 04:37:38 main:574] : INFO : Epoch 2044 | loss: 0.031131 | val_loss: 0.0311445 | Time: 1990.24 ms [2022-04-13 04:37:40 main:574] : INFO : Epoch 2045 | loss: 0.0311298 | val_loss: 0.0311443 | Time: 1945.27 ms [2022-04-13 04:37:42 main:574] : INFO : Epoch 2046 | loss: 0.0311283 | val_loss: 0.031146 | Time: 2067.81 ms [2022-04-13 04:37:44 main:574] : INFO : Epoch 2047 | loss: 0.0311285 | val_loss: 0.0311458 | Time: 2035.14 ms [2022-04-13 04:37:46 main:574] : INFO : Epoch 2048 | loss: 0.0311258 | val_loss: 0.0311444 | Time: 2027.29 ms [2022-04-13 04:37:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311444 [2022-04-13 04:37:47 main:603] : INFO : Saving end state to config to file [2022-04-13 04:37:47 main:608] : INFO : Success, exiting.. 04:37:47 (3784): 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)