Task 13968968
| Name | ParityModified-1647044802-4731-2-0_0 |
| Workunit | 11040910 |
| Created | 29 Mar 2022, 12:35:15 UTC |
| Sent | 3 Apr 2022, 10:29:20 UTC |
| Report deadline | 11 Apr 2022, 10:29:20 UTC |
| Received | 4 Apr 2022, 12:25:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11257 |
| Run time | 1 hours 5 min 19 sec |
| CPU time | 1 hours 5 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,365.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.55 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 0.55 ms [2022-04-04 14:09:05 main:581] : INFO : Epoch 1538 | loss: 0.0311226 | val_loss: 0.0311515 | Time: 1872.34 ms [2022-04-04 14:09:07 main:581] : INFO : Epoch 1539 | loss: 0.0311221 | val_loss: 0.0311539 | Time: 1875.45 ms [2022-04-04 14:09:09 main:581] : INFO : Epoch 1540 | loss: 0.0311245 | val_loss: 0.0311565 | Time: 1875.14 ms [2022-04-04 14:09:11 main:581] : INFO : Epoch 1541 | loss: 0.0311287 | val_loss: 0.0311559 | Time: 1875.07 ms [2022-04-04 14:09:13 main:581] : INFO : Epoch 1542 | loss: 0.0311248 | val_loss: 0.0311543 | Time: 1889.89 ms [2022-04-04 14:09:15 main:581] : INFO : Epoch 1543 | loss: 0.0311198 | val_loss: 0.031154 | Time: 1866.42 ms [2022-04-04 14:09:17 main:581] : INFO : Epoch 1544 | loss: 0.031119 | val_loss: 0.0311643 | Time: 1871.47 ms [2022-04-04 14:09:19 main:581] : INFO : Epoch 1545 | loss: 0.0311163 | val_loss: 0.0311533 | Time: 1874.9 ms [2022-04-04 14:09:21 main:581] : INFO : Epoch 1546 | loss: 0.0311163 | val_loss: 0.0311554 | Time: 1914.51 ms [2022-04-04 14:09:22 main:581] : INFO : Epoch 1547 | loss: 0.0311156 | val_loss: 0.0311561 | Time: 1916.91 ms [2022-04-04 14:09:24 main:581] : INFO : Epoch 1548 | loss: 0.031117 | val_loss: 0.0311609 | Time: 1892.64 ms [2022-04-04 14:09:26 main:581] : INFO : Epoch 1549 | loss: 0.0311219 | val_loss: 0.0311526 | Time: 1879.77 ms [2022-04-04 14:09:28 main:581] : INFO : Epoch 1550 | loss: 0.0311213 | val_loss: 0.0311508 | Time: 1874.19 ms [2022-04-04 14:09:30 main:581] : INFO : Epoch 1551 | loss: 0.0311159 | val_loss: 0.0311463 | Time: 1870.67 ms [2022-04-04 14:09:32 main:581] : INFO : Epoch 1552 | loss: 0.0311162 | val_loss: 0.031149 | Time: 1858.54 ms [2022-04-04 14:09:34 main:581] : INFO : Epoch 1553 | loss: 0.031117 | val_loss: 0.0311518 | Time: 1865.15 ms [2022-04-04 14:09:36 main:581] : INFO : Epoch 1554 | loss: 0.0311172 | val_loss: 0.0311533 | Time: 1856.76 ms [2022-04-04 14:09:37 main:581] : INFO : Epoch 1555 | loss: 0.031115 | val_loss: 0.0311535 | Time: 1860.19 ms [2022-04-04 14:09:39 main:581] : INFO : Epoch 1556 | loss: 0.0311143 | val_loss: 0.031154 | Time: 1870.91 ms [2022-04-04 14:09:41 main:581] : INFO : Epoch 1557 | loss: 0.0311145 | val_loss: 0.0311551 | Time: 1865.72 ms [2022-04-04 14:09:43 main:581] : INFO : Epoch 1558 | loss: 0.0311189 | val_loss: 0.0311519 | Time: 1888.29 ms [2022-04-04 14:09:45 main:581] : INFO : Epoch 1559 | loss: 0.0311188 | val_loss: 0.031149 | Time: 1884.89 ms [2022-04-04 14:09:47 main:581] : INFO : Epoch 1560 | loss: 0.0311183 | val_loss: 0.0311476 | Time: 1864.75 ms [2022-04-04 14:09:49 main:581] : INFO : Epoch 1561 | loss: 0.0311177 | val_loss: 0.031148 | Time: 1884.67 ms [2022-04-04 14:09:51 main:581] : INFO : Epoch 1562 | loss: 0.0311165 | val_loss: 0.031151 | Time: 1870.26 ms [2022-04-04 14:09:53 main:581] : INFO : Epoch 1563 | loss: 0.0311245 | val_loss: 0.0311538 | Time: 2103.54 ms [2022-04-04 14:09:55 main:581] : INFO : Epoch 1564 | loss: 0.0311213 | val_loss: 0.0311516 | Time: 2073.95 ms [2022-04-04 14:09:57 main:581] : INFO : Epoch 1565 | loss: 0.0311219 | val_loss: 0.0311507 | Time: 2104.02 ms [2022-04-04 14:09:59 main:581] : INFO : Epoch 1566 | loss: 0.0311231 | val_loss: 0.0311514 | Time: 1923 ms [2022-04-04 14:10:01 main:581] : INFO : Epoch 1567 | loss: 0.0311228 | val_loss: 0.0311499 | Time: 1861.16 ms [2022-04-04 14:10:03 main:581] : INFO : Epoch 1568 | loss: 0.0311218 | val_loss: 0.0311565 | Time: 1889.86 ms [2022-04-04 14:10:04 main:581] : INFO : Epoch 1569 | loss: 0.0311277 | val_loss: 0.0311581 | Time: 1906.17 ms [2022-04-04 14:10:06 main:581] : INFO : Epoch 1570 | loss: 0.031124 | val_loss: 0.0311522 | Time: 1893.76 ms [2022-04-04 14:10:08 main:581] : INFO : Epoch 1571 | loss: 0.0311239 | val_loss: 0.03115 | Time: 1883.99 ms [2022-04-04 14:10:10 main:581] : INFO : Epoch 1572 | loss: 0.031123 | val_loss: 0.0311532 | Time: 1885.04 ms [2022-04-04 14:10:12 main:581] : INFO : Epoch 1573 | loss: 0.0311237 | val_loss: 0.0311545 | Time: 1871.93 ms [2022-04-04 14:10:14 main:581] : INFO : Epoch 1574 | loss: 0.0311235 | val_loss: 0.0311505 | Time: 1881.34 ms [2022-04-04 14:10:16 main:581] : INFO : Epoch 1575 | loss: 0.0311241 | val_loss: 0.0311467 | Time: 1903.87 ms [2022-04-04 14:10:18 main:581] : INFO : Epoch 1576 | loss: 0.0311249 | val_loss: 0.031153 | Time: 1896.65 ms [2022-04-04 14:10:20 main:581] : INFO : Epoch 1577 | loss: 0.0311198 | val_loss: 0.0311513 | Time: 1914.87 ms [2022-04-04 14:10:21 main:581] : INFO : Epoch 1578 | loss: 0.0311179 | val_loss: 0.0311529 | Time: 1887.82 ms [2022-04-04 14:10:23 main:581] : INFO : Epoch 1579 | loss: 0.0311174 | val_loss: 0.0311511 | Time: 1879.36 ms [2022-04-04 14:10:25 main:581] : INFO : Epoch 1580 | loss: 0.0311158 | val_loss: 0.0311519 | Time: 1867.52 ms [2022-04-04 14:10:27 main:581] : INFO : Epoch 1581 | loss: 0.0311157 | val_loss: 0.0311588 | Time: 1898.12 ms [2022-04-04 14:10:29 main:581] : INFO : Epoch 1582 | loss: 0.0311167 | val_loss: 0.031155 | Time: 1894.49 ms [2022-04-04 14:10:31 main:581] : INFO : Epoch 1583 | loss: 0.0311147 | val_loss: 0.0311506 | Time: 1886.9 ms [2022-04-04 14:10:33 main:581] : INFO : Epoch 1584 | loss: 0.031113 | val_loss: 0.0311562 | Time: 1897.73 ms [2022-04-04 14:10:35 main:581] : INFO : Epoch 1585 | loss: 0.0311131 | val_loss: 0.0311486 | Time: 1889 ms [2022-04-04 14:10:37 main:581] : INFO : Epoch 1586 | loss: 0.0311131 | val_loss: 0.0311493 | Time: 1879.56 ms [2022-04-04 14:10:38 main:581] : INFO : Epoch 1587 | loss: 0.0311133 | val_loss: 0.0311593 | Time: 1966.27 ms [2022-04-04 14:10:40 main:581] : INFO : Epoch 1588 | loss: 0.0311174 | val_loss: 0.0311532 | Time: 1866.24 ms [2022-04-04 14:10:42 main:581] : INFO : Epoch 1589 | loss: 0.0311158 | val_loss: 0.0311495 | Time: 1935.8 ms [2022-04-04 14:10:44 main:581] : INFO : Epoch 1590 | loss: 0.0311168 | val_loss: 0.0311604 | Time: 1875.48 ms [2022-04-04 14:10:46 main:581] : INFO : Epoch 1591 | loss: 0.0311137 | val_loss: 0.0311539 | Time: 1886.46 ms [2022-04-04 14:10:48 main:581] : INFO : Epoch 1592 | loss: 0.0311153 | val_loss: 0.0311547 | Time: 1870.97 ms [2022-04-04 14:10:50 main:581] : INFO : Epoch 1593 | loss: 0.0311108 | val_loss: 0.0311576 | Time: 1879.11 ms [2022-04-04 14:10:52 main:581] : INFO : Epoch 1594 | loss: 0.0311095 | val_loss: 0.0311543 | Time: 1882.72 ms [2022-04-04 14:10:54 main:581] : INFO : Epoch 1595 | loss: 0.0311082 | val_loss: 0.0311531 | Time: 1878.24 ms [2022-04-04 14:10:55 main:581] : INFO : Epoch 1596 | loss: 0.0311069 | val_loss: 0.0311544 | Time: 1879.64 ms [2022-04-04 14:10:57 main:581] : INFO : Epoch 1597 | loss: 0.0311061 | val_loss: 0.0311504 | Time: 1880.32 ms [2022-04-04 14:10:59 main:581] : INFO : Epoch 1598 | loss: 0.0311084 | val_loss: 0.0311545 | Time: 1875.82 ms [2022-04-04 14:11:01 main:581] : INFO : Epoch 1599 | loss: 0.0311104 | val_loss: 0.0311521 | Time: 1881.45 ms [2022-04-04 14:11:03 main:581] : INFO : Epoch 1600 | loss: 0.0311074 | val_loss: 0.0311571 | Time: 1900.28 ms [2022-04-04 14:11:05 main:581] : INFO : Epoch 1601 | loss: 0.0311061 | val_loss: 0.0311539 | Time: 1988.77 ms [2022-04-04 14:11:07 main:581] : INFO : Epoch 1602 | loss: 0.0311054 | val_loss: 0.0311515 | Time: 1899.68 ms [2022-04-04 14:11:09 main:581] : INFO : Epoch 1603 | loss: 0.0311047 | val_loss: 0.0311541 | Time: 2015.4 ms [2022-04-04 14:11:11 main:581] : INFO : Epoch 1604 | loss: 0.0311036 | val_loss: 0.0311523 | Time: 1870.14 ms [2022-04-04 14:11:13 main:581] : INFO : Epoch 1605 | loss: 0.0311058 | val_loss: 0.0311565 | Time: 1887.43 ms [2022-04-04 14:11:15 main:581] : INFO : Epoch 1606 | loss: 0.0311058 | val_loss: 0.0311589 | Time: 1897.77 ms [2022-04-04 14:11:16 main:581] : INFO : Epoch 1607 | loss: 0.0311128 | val_loss: 0.0311566 | Time: 1898.31 ms [2022-04-04 14:11:18 main:581] : INFO : Epoch 1608 | loss: 0.0311159 | val_loss: 0.0311584 | Time: 1884.99 ms [2022-04-04 14:11:20 main:581] : INFO : Epoch 1609 | loss: 0.0311183 | val_loss: 0.0311477 | Time: 1870.51 ms [2022-04-04 14:11:22 main:581] : INFO : Epoch 1610 | loss: 0.031113 | val_loss: 0.031151 | Time: 1889.58 ms [2022-04-04 14:11:24 main:581] : INFO : Epoch 1611 | loss: 0.0311138 | val_loss: 0.03116 | Time: 1971 ms [2022-04-04 14:11:26 main:581] : INFO : Epoch 1612 | loss: 0.0311167 | val_loss: 0.0311575 | Time: 1916.99 ms [2022-04-04 14:11:28 main:581] : INFO : Epoch 1613 | loss: 0.0311139 | val_loss: 0.031151 | Time: 1884.03 ms [2022-04-04 14:11:30 main:581] : INFO : Epoch 1614 | loss: 0.0311164 | val_loss: 0.0311486 | Time: 1876.81 ms [2022-04-04 14:11:32 main:581] : INFO : Epoch 1615 | loss: 0.0311209 | val_loss: 0.0311471 | Time: 2082.33 ms [2022-04-04 14:11:34 main:581] : INFO : Epoch 1616 | loss: 0.0311165 | val_loss: 0.0311469 | Time: 1927.88 ms [2022-04-04 14:11:36 main:581] : INFO : Epoch 1617 | loss: 0.0311132 | val_loss: 0.0311435 | Time: 1870.26 ms [2022-04-04 14:11:38 main:581] : INFO : Epoch 1618 | loss: 0.0311145 | val_loss: 0.0311525 | Time: 1880.24 ms [2022-04-04 14:11:39 main:581] : INFO : Epoch 1619 | loss: 0.03112 | val_loss: 0.0311532 | Time: 1880.99 ms [2022-04-04 14:11:41 main:581] : INFO : Epoch 1620 | loss: 0.031116 | val_loss: 0.0311481 | Time: 1892.15 ms [2022-04-04 14:11:43 main:581] : INFO : Epoch 1621 | loss: 0.031116 | val_loss: 0.0311526 | Time: 1905.35 ms [2022-04-04 14:11:45 main:581] : INFO : Epoch 1622 | loss: 0.0311132 | val_loss: 0.0311516 | Time: 1923.45 ms [2022-04-04 14:11:47 main:581] : INFO : Epoch 1623 | loss: 0.0311103 | val_loss: 0.031151 | Time: 1881.9 ms [2022-04-04 14:11:49 main:581] : INFO : Epoch 1624 | loss: 0.0311087 | val_loss: 0.0311529 | Time: 1885.69 ms [2022-04-04 14:11:51 main:581] : INFO : Epoch 1625 | loss: 0.031109 | val_loss: 0.031152 | Time: 1913.33 ms [2022-04-04 14:11:53 main:581] : INFO : Epoch 1626 | loss: 0.0311072 | val_loss: 0.0311562 | Time: 1864.8 ms [2022-04-04 14:11:55 main:581] : INFO : Epoch 1627 | loss: 0.0311078 | val_loss: 0.0311524 | Time: 1874.45 ms [2022-04-04 14:11:56 main:581] : INFO : Epoch 1628 | loss: 0.0311081 | val_loss: 0.0311526 | Time: 1877.33 ms [2022-04-04 14:11:58 main:581] : INFO : Epoch 1629 | loss: 0.0311047 | val_loss: 0.0311531 | Time: 1866.32 ms [2022-04-04 14:12:00 main:581] : INFO : Epoch 1630 | loss: 0.031104 | val_loss: 0.031157 | Time: 1883.33 ms [2022-04-04 14:12:02 main:581] : INFO : Epoch 1631 | loss: 0.0311029 | val_loss: 0.0311531 | Time: 1883.62 ms [2022-04-04 14:12:04 main:581] : INFO : Epoch 1632 | loss: 0.0311038 | val_loss: 0.0311509 | Time: 1903.47 ms [2022-04-04 14:12:06 main:581] : INFO : Epoch 1633 | loss: 0.0311037 | val_loss: 0.0311485 | Time: 1869.87 ms [2022-04-04 14:12:08 main:581] : INFO : Epoch 1634 | loss: 0.0311062 | val_loss: 0.0311526 | Time: 1883.43 ms [2022-04-04 14:12:10 main:581] : INFO : Epoch 1635 | loss: 0.0311072 | val_loss: 0.0311534 | Time: 1926.76 ms [2022-04-04 14:12:12 main:581] : INFO : Epoch 1636 | loss: 0.0311058 | val_loss: 0.0311513 | Time: 1949.62 ms [2022-04-04 14:12:13 main:581] : INFO : Epoch 1637 | loss: 0.0311049 | val_loss: 0.0311502 | Time: 1880.74 ms [2022-04-04 14:12:15 main:581] : INFO : Epoch 1638 | loss: 0.0311034 | val_loss: 0.0311511 | Time: 1873.78 ms [2022-04-04 14:12:17 main:581] : INFO : Epoch 1639 | loss: 0.0311026 | val_loss: 0.0311505 | Time: 1857.41 ms [2022-04-04 14:12:19 main:581] : INFO : Epoch 1640 | loss: 0.0311029 | val_loss: 0.0311485 | Time: 1879.59 ms [2022-04-04 14:12:21 main:581] : INFO : Epoch 1641 | loss: 0.0311054 | val_loss: 0.0311508 | Time: 1871.48 ms [2022-04-04 14:12:23 main:581] : INFO : Epoch 1642 | loss: 0.0311044 | val_loss: 0.0311552 | Time: 1893.08 ms [2022-04-04 14:12:25 main:581] : INFO : Epoch 1643 | loss: 0.0311051 | val_loss: 0.0311491 | Time: 1884.06 ms [2022-04-04 14:12:27 main:581] : INFO : Epoch 1644 | loss: 0.031103 | val_loss: 0.0311525 | Time: 1871.78 ms [2022-04-04 14:12:28 main:581] : INFO : Epoch 1645 | loss: 0.0311018 | val_loss: 0.0311537 | Time: 1883.19 ms [2022-04-04 14:12:30 main:581] : INFO : Epoch 1646 | loss: 0.0311018 | val_loss: 0.031157 | Time: 1877.27 ms [2022-04-04 14:12:32 main:581] : INFO : Epoch 1647 | loss: 0.0311079 | val_loss: 0.0311511 | Time: 1884.12 ms [2022-04-04 14:12:34 main:581] : INFO : Epoch 1648 | loss: 0.0311146 | val_loss: 0.0311555 | Time: 1878.76 ms [2022-04-04 14:12:36 main:581] : INFO : Epoch 1649 | loss: 0.0311137 | val_loss: 0.0311502 | Time: 1896.06 ms [2022-04-04 14:12:38 main:581] : INFO : Epoch 1650 | loss: 0.0311181 | val_loss: 0.0311513 | Time: 1902.76 ms [2022-04-04 14:12:40 main:581] : INFO : Epoch 1651 | loss: 0.031115 | val_loss: 0.0311492 | Time: 1947.22 ms [2022-04-04 14:12:42 main:581] : INFO : Epoch 1652 | loss: 0.031112 | val_loss: 0.0311461 | Time: 2026.63 ms [2022-04-04 14:12:44 main:581] : INFO : Epoch 1653 | loss: 0.0311124 | val_loss: 0.0311557 | Time: 2100.61 ms [2022-04-04 14:12:46 main:581] : INFO : Epoch 1654 | loss: 0.0311095 | val_loss: 0.0311506 | Time: 1985.86 ms [2022-04-04 14:12:48 main:581] : INFO : Epoch 1655 | loss: 0.031108 | val_loss: 0.031154 | Time: 1942.97 ms [2022-04-04 14:12:50 main:581] : INFO : Epoch 1656 | loss: 0.0311069 | val_loss: 0.0311509 | Time: 1975.63 ms [2022-04-04 14:12:52 main:581] : INFO : Epoch 1657 | loss: 0.0311069 | val_loss: 0.0311534 | Time: 1944.31 ms [2022-04-04 14:12:54 main:581] : INFO : Epoch 1658 | loss: 0.0311063 | val_loss: 0.0311486 | Time: 1966.31 ms [2022-04-04 14:12:56 main:581] : INFO : Epoch 1659 | loss: 0.0311067 | val_loss: 0.0311497 | Time: 1960.99 ms [2022-04-04 14:12:58 main:581] : INFO : Epoch 1660 | loss: 0.0311067 | val_loss: 0.0311487 | Time: 1953.47 ms [2022-04-04 14:13:00 main:581] : INFO : Epoch 1661 | loss: 0.0311066 | val_loss: 0.0311589 | Time: 1963.01 ms [2022-04-04 14:13:02 main:581] : INFO : Epoch 1662 | loss: 0.0311096 | val_loss: 0.0311562 | Time: 1924.45 ms [2022-04-04 14:13:04 main:581] : INFO : Epoch 1663 | loss: 0.0311039 | val_loss: 0.0311481 | Time: 1920.67 ms [2022-04-04 14:13:05 main:581] : INFO : Epoch 1664 | loss: 0.0311022 | val_loss: 0.0311518 | Time: 1860.61 ms [2022-04-04 14:13:07 main:581] : INFO : Epoch 1665 | loss: 0.0311014 | val_loss: 0.0311525 | Time: 1862.47 ms [2022-04-04 14:13:09 main:581] : INFO : Epoch 1666 | loss: 0.0311035 | val_loss: 0.0311477 | Time: 1902.63 ms [2022-04-04 14:13:11 main:581] : INFO : Epoch 1667 | loss: 0.0311025 | val_loss: 0.0311558 | Time: 1879.6 ms [2022-04-04 14:13:13 main:581] : INFO : Epoch 1668 | loss: 0.0311041 | val_loss: 0.03116 | Time: 1876.8 ms [2022-04-04 14:13:15 main:581] : INFO : Epoch 1669 | loss: 0.0311123 | val_loss: 0.0311594 | Time: 1875.4 ms [2022-04-04 14:13:17 main:581] : INFO : Epoch 1670 | loss: 0.0311107 | val_loss: 0.0311554 | Time: 1883.04 ms [2022-04-04 14:13:19 main:581] : INFO : Epoch 1671 | loss: 0.0311099 | val_loss: 0.0311574 | Time: 1866.47 ms [2022-04-04 14:13:20 main:581] : INFO : Epoch 1672 | loss: 0.031117 | val_loss: 0.0311663 | Time: 1860.6 ms [2022-04-04 14:13:22 main:581] : INFO : Epoch 1673 | loss: 0.0311146 | val_loss: 0.0311567 | Time: 1875.23 ms [2022-04-04 14:13:24 main:581] : INFO : Epoch 1674 | loss: 0.0311106 | val_loss: 0.0311499 | Time: 1922.5 ms [2022-04-04 14:13:26 main:581] : INFO : Epoch 1675 | loss: 0.0311094 | val_loss: 0.0311607 | Time: 1898.67 ms [2022-04-04 14:13:28 main:581] : INFO : Epoch 1676 | loss: 0.0311108 | val_loss: 0.0311635 | Time: 1878.99 ms [2022-04-04 14:13:30 main:581] : INFO : Epoch 1677 | loss: 0.0311153 | val_loss: 0.03116 | Time: 1875.58 ms [2022-04-04 14:13:32 main:581] : INFO : Epoch 1678 | loss: 0.0311288 | val_loss: 0.0311591 | Time: 1876.1 ms [2022-04-04 14:13:34 main:581] : INFO : Epoch 1679 | loss: 0.0311238 | val_loss: 0.0311619 | Time: 1884.1 ms [2022-04-04 14:13:35 main:581] : INFO : Epoch 1680 | loss: 0.031117 | val_loss: 0.0311605 | Time: 1865.6 ms [2022-04-04 14:13:37 main:581] : INFO : Epoch 1681 | loss: 0.0311146 | val_loss: 0.0311603 | Time: 1877.91 ms [2022-04-04 14:13:39 main:581] : INFO : Epoch 1682 | loss: 0.0311137 | val_loss: 0.0311585 | Time: 1870.04 ms [2022-04-04 14:13:41 main:581] : INFO : Epoch 1683 | loss: 0.0311136 | val_loss: 0.031157 | Time: 1874.86 ms [2022-04-04 14:13:43 main:581] : INFO : Epoch 1684 | loss: 0.0311124 | val_loss: 0.0311521 | Time: 1879.11 ms [2022-04-04 14:13:45 main:581] : INFO : Epoch 1685 | loss: 0.031113 | val_loss: 0.0311581 | Time: 2048.21 ms [2022-04-04 14:13:47 main:581] : INFO : Epoch 1686 | loss: 0.0311249 | val_loss: 0.0311564 | Time: 2090.18 ms [2022-04-04 14:13:49 main:581] : INFO : Epoch 1687 | loss: 0.0311217 | val_loss: 0.0311571 | Time: 2087.36 ms [2022-04-04 14:13:51 main:581] : INFO : Epoch 1688 | loss: 0.0311167 | val_loss: 0.0311554 | Time: 2051.74 ms [2022-04-04 14:13:53 main:581] : INFO : Epoch 1689 | loss: 0.0311164 | val_loss: 0.0311539 | Time: 1903.49 ms [2022-04-04 14:13:55 main:581] : INFO : Epoch 1690 | loss: 0.0311179 | val_loss: 0.031162 | Time: 1888.62 ms [2022-04-04 14:13:57 main:581] : INFO : Epoch 1691 | loss: 0.0311159 | val_loss: 0.0311579 | Time: 1855.58 ms [2022-04-04 14:13:59 main:581] : INFO : Epoch 1692 | loss: 0.0311138 | val_loss: 0.0311522 | Time: 1856.09 ms [2022-04-04 14:14:01 main:581] : INFO : Epoch 1693 | loss: 0.0311152 | val_loss: 0.0311496 | Time: 1883.6 ms [2022-04-04 14:14:03 main:581] : INFO : Epoch 1694 | loss: 0.0311097 | val_loss: 0.0311668 | Time: 1883.84 ms [2022-04-04 14:14:04 main:581] : INFO : Epoch 1695 | loss: 0.0311137 | val_loss: 0.0311573 | Time: 1869.11 ms [2022-04-04 14:14:06 main:581] : INFO : Epoch 1696 | loss: 0.03111 | val_loss: 0.0311553 | Time: 1885.45 ms [2022-04-04 14:14:08 main:581] : INFO : Epoch 1697 | loss: 0.0311117 | val_loss: 0.0311583 | Time: 1885.83 ms [2022-04-04 14:14:10 main:581] : INFO : Epoch 1698 | loss: 0.031111 | val_loss: 0.0311556 | Time: 1855.05 ms [2022-04-04 14:14:12 main:581] : INFO : Epoch 1699 | loss: 0.0311073 | val_loss: 0.0311563 | Time: 1881.84 ms [2022-04-04 14:14:14 main:581] : INFO : Epoch 1700 | loss: 0.0311064 | val_loss: 0.0311582 | Time: 1873.73 ms [2022-04-04 14:14:16 main:581] : INFO : Epoch 1701 | loss: 0.0311051 | val_loss: 0.0311549 | Time: 1869.91 ms [2022-04-04 14:14:18 main:581] : INFO : Epoch 1702 | loss: 0.0311063 | val_loss: 0.0311584 | Time: 1871.25 ms [2022-04-04 14:14:19 main:581] : INFO : Epoch 1703 | loss: 0.0311048 | val_loss: 0.0311629 | Time: 1924.18 ms [2022-04-04 14:14:21 main:581] : INFO : Epoch 1704 | loss: 0.0311031 | val_loss: 0.0311593 | Time: 1912.02 ms [2022-04-04 14:14:23 main:581] : INFO : Epoch 1705 | loss: 0.0311046 | val_loss: 0.0311668 | Time: 1866.67 ms [2022-04-04 14:14:25 main:581] : INFO : Epoch 1706 | loss: 0.0311114 | val_loss: 0.0311521 | Time: 1900.93 ms [2022-04-04 14:14:27 main:581] : INFO : Epoch 1707 | loss: 0.0311123 | val_loss: 0.0311605 | Time: 1864.52 ms [2022-04-04 14:14:29 main:581] : INFO : Epoch 1708 | loss: 0.0311071 | val_loss: 0.031156 | Time: 1865.49 ms [2022-04-04 14:14:31 main:581] : INFO : Epoch 1709 | loss: 0.0311056 | val_loss: 0.0311603 | Time: 1876.48 ms [2022-04-04 14:14:33 main:581] : INFO : Epoch 1710 | loss: 0.0311073 | val_loss: 0.0311599 | Time: 1877.89 ms [2022-04-04 14:14:35 main:581] : INFO : Epoch 1711 | loss: 0.0311071 | val_loss: 0.0311608 | Time: 1876.45 ms [2022-04-04 14:14:36 main:581] : INFO : Epoch 1712 | loss: 0.0311883 | val_loss: 0.0312221 | Time: 1879.62 ms [2022-04-04 14:14:38 main:581] : INFO : Epoch 1713 | loss: 0.0321365 | val_loss: 0.0340364 | Time: 1874.3 ms [2022-04-04 14:14:40 main:581] : INFO : Epoch 1714 | loss: 0.0421392 | val_loss: 0.0413644 | Time: 1871.97 ms [2022-04-04 14:14:42 main:581] : INFO : Epoch 1715 | loss: 0.0360139 | val_loss: 0.0322009 | Time: 1946.72 ms [2022-04-04 14:14:44 main:581] : INFO : Epoch 1716 | loss: 0.031799 | val_loss: 0.0314307 | Time: 1872.53 ms [2022-04-04 14:14:46 main:581] : INFO : Epoch 1717 | loss: 0.0313291 | val_loss: 0.0312607 | Time: 1877.1 ms [2022-04-04 14:14:48 main:581] : INFO : Epoch 1718 | loss: 0.0312634 | val_loss: 0.0312556 | Time: 1878.26 ms [2022-04-04 14:14:50 main:581] : INFO : Epoch 1719 | loss: 0.031251 | val_loss: 0.03125 | Time: 1919.93 ms [2022-04-04 14:14:52 main:581] : INFO : Epoch 1720 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 1893.73 ms [2022-04-04 14:14:53 main:581] : INFO : Epoch 1721 | loss: 0.0312443 | val_loss: 0.0312443 | Time: 1884.97 ms [2022-04-04 14:14:55 main:581] : INFO : Epoch 1722 | loss: 0.0312424 | val_loss: 0.0312427 | Time: 1888.35 ms [2022-04-04 14:14:57 main:581] : INFO : Epoch 1723 | loss: 0.0312404 | val_loss: 0.0312407 | Time: 1875.45 ms [2022-04-04 14:14:59 main:581] : INFO : Epoch 1724 | loss: 0.0312387 | val_loss: 0.0312393 | Time: 1874.64 ms [2022-04-04 14:15:01 main:581] : INFO : Epoch 1725 | loss: 0.0312366 | val_loss: 0.0312371 | Time: 1910.19 ms [2022-04-04 14:15:03 main:581] : INFO : Epoch 1726 | loss: 0.0312342 | val_loss: 0.031235 | Time: 1891.64 ms [2022-04-04 14:15:05 main:581] : INFO : Epoch 1727 | loss: 0.0312318 | val_loss: 0.0312331 | Time: 1882.13 ms [2022-04-04 14:15:07 main:581] : INFO : Epoch 1728 | loss: 0.0312299 | val_loss: 0.031233 | Time: 1874 ms [2022-04-04 14:15:08 main:581] : INFO : Epoch 1729 | loss: 0.0312281 | val_loss: 0.0312291 | Time: 1863.88 ms [2022-04-04 14:15:10 main:581] : INFO : Epoch 1730 | loss: 0.0312261 | val_loss: 0.0312286 | Time: 1885.24 ms [2022-04-04 14:15:12 main:581] : INFO : Epoch 1731 | loss: 0.0312238 | val_loss: 0.0312257 | Time: 1906.4 ms [2022-04-04 14:15:14 main:581] : INFO : Epoch 1732 | loss: 0.0312224 | val_loss: 0.0312249 | Time: 1940.06 ms [2022-04-04 14:15:16 main:581] : INFO : Epoch 1733 | loss: 0.0312212 | val_loss: 0.0312233 | Time: 1927.9 ms [2022-04-04 14:15:18 main:581] : INFO : Epoch 1734 | loss: 0.0312203 | val_loss: 0.0312236 | Time: 1865.23 ms [2022-04-04 14:15:20 main:581] : INFO : Epoch 1735 | loss: 0.0312194 | val_loss: 0.0312239 | Time: 1857.11 ms [2022-04-04 14:15:22 main:581] : INFO : Epoch 1736 | loss: 0.0312189 | val_loss: 0.0312223 | Time: 1889.95 ms [2022-04-04 14:15:24 main:581] : INFO : Epoch 1737 | loss: 0.0312185 | val_loss: 0.0312209 | Time: 1871.02 ms [2022-04-04 14:15:26 main:581] : INFO : Epoch 1738 | loss: 0.0312169 | val_loss: 0.03122 | Time: 1883.82 ms [2022-04-04 14:15:27 main:581] : INFO : Epoch 1739 | loss: 0.031216 | val_loss: 0.0312191 | Time: 1879.33 ms [2022-04-04 14:15:29 main:581] : INFO : Epoch 1740 | loss: 0.0312152 | val_loss: 0.0312184 | Time: 1887.71 ms [2022-04-04 14:15:31 main:581] : INFO : Epoch 1741 | loss: 0.0312149 | val_loss: 0.0312181 | Time: 1901.21 ms [2022-04-04 14:15:33 main:581] : INFO : Epoch 1742 | loss: 0.0312144 | val_loss: 0.0312179 | Time: 1885.26 ms [2022-04-04 14:15:35 main:581] : INFO : Epoch 1743 | loss: 0.031214 | val_loss: 0.0312175 | Time: 1894.98 ms [2022-04-04 14:15:37 main:581] : INFO : Epoch 1744 | loss: 0.031214 | val_loss: 0.0312172 | Time: 1894.47 ms [2022-04-04 14:15:39 main:581] : INFO : Epoch 1745 | loss: 0.0312134 | val_loss: 0.0312167 | Time: 1888.54 ms [2022-04-04 14:15:41 main:581] : INFO : Epoch 1746 | loss: 0.031213 | val_loss: 0.0312165 | Time: 1879.15 ms [2022-04-04 14:15:42 main:581] : INFO : Epoch 1747 | loss: 0.0312127 | val_loss: 0.0312162 | Time: 1883.43 ms [2022-04-04 14:15:44 main:581] : INFO : Epoch 1748 | loss: 0.0312125 | val_loss: 0.0312162 | Time: 1880.53 ms [2022-04-04 14:15:46 main:581] : INFO : Epoch 1749 | loss: 0.0312125 | val_loss: 0.031216 | Time: 1902.85 ms [2022-04-04 14:15:48 main:581] : INFO : Epoch 1750 | loss: 0.0312124 | val_loss: 0.0312157 | Time: 1926.69 ms [2022-04-04 14:15:50 main:581] : INFO : Epoch 1751 | loss: 0.0312118 | val_loss: 0.0312157 | Time: 1879.93 ms [2022-04-04 14:15:52 main:581] : INFO : Epoch 1752 | loss: 0.0312117 | val_loss: 0.031215 | Time: 1897.8 ms [2022-04-04 14:15:54 main:581] : INFO : Epoch 1753 | loss: 0.0312113 | val_loss: 0.0312152 | Time: 1882.6 ms [2022-04-04 14:15:56 main:581] : INFO : Epoch 1754 | loss: 0.0312115 | val_loss: 0.031215 | Time: 1870.05 ms [2022-04-04 14:15:58 main:581] : INFO : Epoch 1755 | loss: 0.0312114 | val_loss: 0.0312147 | Time: 1877.35 ms [2022-04-04 14:15:59 main:581] : INFO : Epoch 1756 | loss: 0.0312112 | val_loss: 0.0312147 | Time: 1880.67 ms [2022-04-04 14:16:01 main:581] : INFO : Epoch 1757 | loss: 0.0312108 | val_loss: 0.0312142 | Time: 1868.87 ms [2022-04-04 14:16:03 main:581] : INFO : Epoch 1758 | loss: 0.0312105 | val_loss: 0.031214 | Time: 1862.22 ms [2022-04-04 14:16:05 main:581] : INFO : Epoch 1759 | loss: 0.0312106 | val_loss: 0.0312141 | Time: 1853.38 ms [2022-04-04 14:16:07 main:581] : INFO : Epoch 1760 | loss: 0.0312103 | val_loss: 0.0312141 | Time: 1903.73 ms [2022-04-04 14:16:09 main:581] : INFO : Epoch 1761 | loss: 0.0312106 | val_loss: 0.0312136 | Time: 1943.82 ms [2022-04-04 14:16:11 main:581] : INFO : Epoch 1762 | loss: 0.03121 | val_loss: 0.0312134 | Time: 1900.26 ms [2022-04-04 14:16:13 main:581] : INFO : Epoch 1763 | loss: 0.0312101 | val_loss: 0.0312135 | Time: 1852.71 ms [2022-04-04 14:16:15 main:581] : INFO : Epoch 1764 | loss: 0.0312095 | val_loss: 0.0312126 | Time: 1932.69 ms [2022-04-04 14:16:17 main:581] : INFO : Epoch 1765 | loss: 0.0312093 | val_loss: 0.0312123 | Time: 1931.89 ms [2022-04-04 14:16:18 main:581] : INFO : Epoch 1766 | loss: 0.031209 | val_loss: 0.0312124 | Time: 1896.87 ms [2022-04-04 14:16:20 main:581] : INFO : Epoch 1767 | loss: 0.0312088 | val_loss: 0.0312132 | Time: 1875.5 ms [2022-04-04 14:16:22 main:581] : INFO : Epoch 1768 | loss: 0.031209 | val_loss: 0.0312122 | Time: 1880.65 ms [2022-04-04 14:16:24 main:581] : INFO : Epoch 1769 | loss: 0.0312087 | val_loss: 0.0312115 | Time: 1881.03 ms [2022-04-04 14:16:26 main:581] : INFO : Epoch 1770 | loss: 0.0312085 | val_loss: 0.0312116 | Time: 1893.09 ms [2022-04-04 14:16:28 main:581] : INFO : Epoch 1771 | loss: 0.0312083 | val_loss: 0.031211 | Time: 1869.98 ms [2022-04-04 14:16:30 main:581] : INFO : Epoch 1772 | loss: 0.0312082 | val_loss: 0.031211 | Time: 1880.91 ms [2022-04-04 14:16:32 main:581] : INFO : Epoch 1773 | loss: 0.031208 | val_loss: 0.0312109 | Time: 1871.51 ms [2022-04-04 14:16:33 main:581] : INFO : Epoch 1774 | loss: 0.0312076 | val_loss: 0.0312105 | Time: 1875.29 ms [2022-04-04 14:16:35 main:581] : INFO : Epoch 1775 | loss: 0.0312076 | val_loss: 0.0312114 | Time: 1927.16 ms [2022-04-04 14:16:37 main:581] : INFO : Epoch 1776 | loss: 0.0312077 | val_loss: 0.0312102 | Time: 1863.95 ms [2022-04-04 14:16:39 main:581] : INFO : Epoch 1777 | loss: 0.0312073 | val_loss: 0.0312106 | Time: 1885.68 ms [2022-04-04 14:16:41 main:581] : INFO : Epoch 1778 | loss: 0.0312078 | val_loss: 0.0312101 | Time: 1891.75 ms [2022-04-04 14:16:43 main:581] : INFO : Epoch 1779 | loss: 0.0312066 | val_loss: 0.0312092 | Time: 1879.38 ms [2022-04-04 14:16:45 main:581] : INFO : Epoch 1780 | loss: 0.0312064 | val_loss: 0.0312088 | Time: 1879.31 ms [2022-04-04 14:16:47 main:581] : INFO : Epoch 1781 | loss: 0.0312062 | val_loss: 0.0312089 | Time: 1899.01 ms [2022-04-04 14:16:49 main:581] : INFO : Epoch 1782 | loss: 0.031206 | val_loss: 0.0312086 | Time: 1925.74 ms [2022-04-04 14:16:51 main:581] : INFO : Epoch 1783 | loss: 0.0312067 | val_loss: 0.03121 | Time: 1913.02 ms [2022-04-04 14:16:53 main:581] : INFO : Epoch 1784 | loss: 0.0312065 | val_loss: 0.0312082 | Time: 1962.53 ms [2022-04-04 14:16:54 main:581] : INFO : Epoch 1785 | loss: 0.0312058 | val_loss: 0.0312082 | Time: 1951.24 ms [2022-04-04 14:16:56 main:581] : INFO : Epoch 1786 | loss: 0.0312057 | val_loss: 0.0312084 | Time: 1962.38 ms [2022-04-04 14:16:58 main:581] : INFO : Epoch 1787 | loss: 0.0312055 | val_loss: 0.031209 | Time: 1874.43 ms [2022-04-04 14:17:00 main:581] : INFO : Epoch 1788 | loss: 0.0312053 | val_loss: 0.0312126 | Time: 1902.29 ms [2022-04-04 14:17:02 main:581] : INFO : Epoch 1789 | loss: 0.0312054 | val_loss: 0.0312087 | Time: 1868.35 ms [2022-04-04 14:17:04 main:581] : INFO : Epoch 1790 | loss: 0.0312041 | val_loss: 0.0312074 | Time: 1880.9 ms [2022-04-04 14:17:06 main:581] : INFO : Epoch 1791 | loss: 0.0312037 | val_loss: 0.0312071 | Time: 1937.93 ms [2022-04-04 14:17:08 main:581] : INFO : Epoch 1792 | loss: 0.0312035 | val_loss: 0.0312065 | Time: 1875.14 ms [2022-04-04 14:17:10 main:581] : INFO : Epoch 1793 | loss: 0.0312027 | val_loss: 0.0312056 | Time: 1871.26 ms [2022-04-04 14:17:12 main:581] : INFO : Epoch 1794 | loss: 0.0312029 | val_loss: 0.0312061 | Time: 1883.44 ms [2022-04-04 14:17:13 main:581] : INFO : Epoch 1795 | loss: 0.0312023 | val_loss: 0.0312061 | Time: 1874.9 ms [2022-04-04 14:17:15 main:581] : INFO : Epoch 1796 | loss: 0.0312023 | val_loss: 0.0312079 | Time: 1884.15 ms [2022-04-04 14:17:17 main:581] : INFO : Epoch 1797 | loss: 0.0312015 | val_loss: 0.0312039 | Time: 1905.43 ms [2022-04-04 14:17:19 main:581] : INFO : Epoch 1798 | loss: 0.0312007 | val_loss: 0.0312053 | Time: 1863.35 ms [2022-04-04 14:17:21 main:581] : INFO : Epoch 1799 | loss: 0.031201 | val_loss: 0.031204 | Time: 1870.11 ms [2022-04-04 14:17:23 main:581] : INFO : Epoch 1800 | loss: 0.0311998 | val_loss: 0.0312027 | Time: 1867.54 ms [2022-04-04 14:17:25 main:581] : INFO : Epoch 1801 | loss: 0.0311996 | val_loss: 0.0312075 | Time: 1858.46 ms [2022-04-04 14:17:27 main:581] : INFO : Epoch 1802 | loss: 0.0311997 | val_loss: 0.0312018 | Time: 1866.53 ms [2022-04-04 14:17:28 main:581] : INFO : Epoch 1803 | loss: 0.0311981 | val_loss: 0.0312017 | Time: 1873.07 ms [2022-04-04 14:17:30 main:581] : INFO : Epoch 1804 | loss: 0.0311984 | val_loss: 0.0312026 | Time: 1865.13 ms [2022-04-04 14:17:32 main:581] : INFO : Epoch 1805 | loss: 0.031198 | val_loss: 0.031201 | Time: 1880.12 ms [2022-04-04 14:17:34 main:581] : INFO : Epoch 1806 | loss: 0.0311973 | val_loss: 0.0312003 | Time: 1883.92 ms [2022-04-04 14:17:36 main:581] : INFO : Epoch 1807 | loss: 0.0311964 | val_loss: 0.0312023 | Time: 1853.12 ms [2022-04-04 14:17:38 main:581] : INFO : Epoch 1808 | loss: 0.0311964 | val_loss: 0.0312003 | Time: 1938.13 ms [2022-04-04 14:17:40 main:581] : INFO : Epoch 1809 | loss: 0.0311958 | val_loss: 0.0312026 | Time: 2047.91 ms [2022-04-04 14:17:42 main:581] : INFO : Epoch 1810 | loss: 0.0311963 | val_loss: 0.0311995 | Time: 1960.86 ms [2022-04-04 14:17:44 main:581] : INFO : Epoch 1811 | loss: 0.0311951 | val_loss: 0.0311977 | Time: 2004.42 ms [2022-04-04 14:17:46 main:581] : INFO : Epoch 1812 | loss: 0.0311941 | val_loss: 0.0311971 | Time: 1900.52 ms [2022-04-04 14:17:48 main:581] : INFO : Epoch 1813 | loss: 0.0311936 | val_loss: 0.0311967 | Time: 1922.98 ms [2022-04-04 14:17:50 main:581] : INFO : Epoch 1814 | loss: 0.0311937 | val_loss: 0.0312 | Time: 1941.65 ms [2022-04-04 14:17:52 main:581] : INFO : Epoch 1815 | loss: 0.0311936 | val_loss: 0.031197 | Time: 1996.27 ms [2022-04-04 14:17:53 main:581] : INFO : Epoch 1816 | loss: 0.0311918 | val_loss: 0.031196 | Time: 1889.41 ms [2022-04-04 14:17:55 main:581] : INFO : Epoch 1817 | loss: 0.0311913 | val_loss: 0.0311943 | Time: 1884.14 ms [2022-04-04 14:17:57 main:581] : INFO : Epoch 1818 | loss: 0.0311892 | val_loss: 0.0311945 | Time: 1893.58 ms [2022-04-04 14:17:59 main:581] : INFO : Epoch 1819 | loss: 0.0311893 | val_loss: 0.0311969 | Time: 1881.88 ms [2022-04-04 14:18:01 main:581] : INFO : Epoch 1820 | loss: 0.0311896 | val_loss: 0.0311956 | Time: 1879.1 ms [2022-04-04 14:18:03 main:581] : INFO : Epoch 1821 | loss: 0.0311883 | val_loss: 0.0311946 | Time: 1887.87 ms [2022-04-04 14:18:05 main:581] : INFO : Epoch 1822 | loss: 0.0311871 | val_loss: 0.0311959 | Time: 1882.68 ms [2022-04-04 14:18:07 main:581] : INFO : Epoch 1823 | loss: 0.0311874 | val_loss: 0.0311922 | Time: 1935.06 ms [2022-04-04 14:18:09 main:581] : INFO : Epoch 1824 | loss: 0.0311873 | val_loss: 0.0311908 | Time: 1880.65 ms [2022-04-04 14:18:11 main:581] : INFO : Epoch 1825 | loss: 0.031188 | val_loss: 0.031192 | Time: 1916.63 ms [2022-04-04 14:18:13 main:581] : INFO : Epoch 1826 | loss: 0.0311866 | val_loss: 0.0311915 | Time: 2083.76 ms [2022-04-04 14:18:15 main:581] : INFO : Epoch 1827 | loss: 0.0311856 | val_loss: 0.0311916 | Time: 2028.6 ms [2022-04-04 14:18:17 main:581] : INFO : Epoch 1828 | loss: 0.0311857 | val_loss: 0.031193 | Time: 1880.59 ms [2022-04-04 14:18:18 main:581] : INFO : Epoch 1829 | loss: 0.0311881 | val_loss: 0.0311974 | Time: 1924.44 ms [2022-04-04 14:18:20 main:581] : INFO : Epoch 1830 | loss: 0.0311872 | val_loss: 0.0311971 | Time: 1842.98 ms [2022-04-04 14:18:22 main:581] : INFO : Epoch 1831 | loss: 0.031194 | val_loss: 0.0312016 | Time: 1848.04 ms [2022-04-04 14:18:24 main:581] : INFO : Epoch 1832 | loss: 0.0311922 | val_loss: 0.0311905 | Time: 1862.58 ms [2022-04-04 14:18:26 main:581] : INFO : Epoch 1833 | loss: 0.0311839 | val_loss: 0.0311926 | Time: 1881.47 ms [2022-04-04 14:18:28 main:581] : INFO : Epoch 1834 | loss: 0.0311832 | val_loss: 0.0311905 | Time: 1915.26 ms [2022-04-04 14:18:30 main:581] : INFO : Epoch 1835 | loss: 0.0311837 | val_loss: 0.0311911 | Time: 1878.49 ms [2022-04-04 14:18:32 main:581] : INFO : Epoch 1836 | loss: 0.0311855 | val_loss: 0.0311892 | Time: 1885.69 ms [2022-04-04 14:18:33 main:581] : INFO : Epoch 1837 | loss: 0.0311843 | val_loss: 0.0311911 | Time: 1904.18 ms [2022-04-04 14:18:35 main:581] : INFO : Epoch 1838 | loss: 0.0311866 | val_loss: 0.0311978 | Time: 1887.45 ms [2022-04-04 14:18:37 main:581] : INFO : Epoch 1839 | loss: 0.0311891 | val_loss: 0.0311975 | Time: 1894.5 ms [2022-04-04 14:18:39 main:581] : INFO : Epoch 1840 | loss: 0.0311856 | val_loss: 0.0311929 | Time: 1879.51 ms [2022-04-04 14:18:41 main:581] : INFO : Epoch 1841 | loss: 0.0311838 | val_loss: 0.0311883 | Time: 1892.62 ms [2022-04-04 14:18:43 main:581] : INFO : Epoch 1842 | loss: 0.0311823 | val_loss: 0.031189 | Time: 1869.05 ms [2022-04-04 14:18:45 main:581] : INFO : Epoch 1843 | loss: 0.0311826 | val_loss: 0.0311867 | Time: 1894.81 ms [2022-04-04 14:18:47 main:581] : INFO : Epoch 1844 | loss: 0.0311814 | val_loss: 0.0311859 | Time: 1880.75 ms [2022-04-04 14:18:49 main:581] : INFO : Epoch 1845 | loss: 0.0311809 | val_loss: 0.0311866 | Time: 1885.72 ms [2022-04-04 14:18:51 main:581] : INFO : Epoch 1846 | loss: 0.0311818 | val_loss: 0.0311905 | Time: 1963.83 ms [2022-04-04 14:18:52 main:581] : INFO : Epoch 1847 | loss: 0.0311813 | val_loss: 0.0311847 | Time: 1951.33 ms [2022-04-04 14:18:54 main:581] : INFO : Epoch 1848 | loss: 0.0311802 | val_loss: 0.0311863 | Time: 1973.48 ms [2022-04-04 14:18:56 main:581] : INFO : Epoch 1849 | loss: 0.0311802 | val_loss: 0.0311886 | Time: 1947.15 ms [2022-04-04 14:18:58 main:581] : INFO : Epoch 1850 | loss: 0.0311832 | val_loss: 0.0311994 | Time: 1965.61 ms [2022-04-04 14:19:00 main:581] : INFO : Epoch 1851 | loss: 0.0311805 | val_loss: 0.0312013 | Time: 1912.97 ms [2022-04-04 14:19:02 main:581] : INFO : Epoch 1852 | loss: 0.031183 | val_loss: 0.031194 | Time: 1891.56 ms [2022-04-04 14:19:04 main:581] : INFO : Epoch 1853 | loss: 0.0311832 | val_loss: 0.0311834 | Time: 1879.39 ms [2022-04-04 14:19:06 main:581] : INFO : Epoch 1854 | loss: 0.0311784 | val_loss: 0.031182 | Time: 1891.84 ms [2022-04-04 14:19:08 main:581] : INFO : Epoch 1855 | loss: 0.0311774 | val_loss: 0.0311813 | Time: 1888.35 ms [2022-04-04 14:19:10 main:581] : INFO : Epoch 1856 | loss: 0.031178 | val_loss: 0.0311914 | Time: 1891.7 ms [2022-04-04 14:19:12 main:581] : INFO : Epoch 1857 | loss: 0.0311786 | val_loss: 0.0311824 | Time: 1879.51 ms [2022-04-04 14:19:13 main:581] : INFO : Epoch 1858 | loss: 0.0311776 | val_loss: 0.0311872 | Time: 1884.56 ms [2022-04-04 14:19:15 main:581] : INFO : Epoch 1859 | loss: 0.0311764 | val_loss: 0.0311803 | Time: 1883.15 ms [2022-04-04 14:19:17 main:581] : INFO : Epoch 1860 | loss: 0.0311746 | val_loss: 0.0311794 | Time: 1866.12 ms [2022-04-04 14:19:19 main:581] : INFO : Epoch 1861 | loss: 0.0311744 | val_loss: 0.0311802 | Time: 1862.51 ms [2022-04-04 14:19:21 main:581] : INFO : Epoch 1862 | loss: 0.0311783 | val_loss: 0.0311793 | Time: 1889.29 ms [2022-04-04 14:19:23 main:581] : INFO : Epoch 1863 | loss: 0.0311773 | val_loss: 0.0311795 | Time: 1937.1 ms [2022-04-04 14:19:25 main:581] : INFO : Epoch 1864 | loss: 0.0311733 | val_loss: 0.0311795 | Time: 2118.31 ms [2022-04-04 14:19:27 main:581] : INFO : Epoch 1865 | loss: 0.0311748 | val_loss: 0.031184 | Time: 1893.92 ms [2022-04-04 14:19:29 main:581] : INFO : Epoch 1866 | loss: 0.031175 | val_loss: 0.0311796 | Time: 1923.68 ms [2022-04-04 14:19:31 main:581] : INFO : Epoch 1867 | loss: 0.0311748 | val_loss: 0.0311812 | Time: 1932.71 ms [2022-04-04 14:19:33 main:581] : INFO : Epoch 1868 | loss: 0.0311748 | val_loss: 0.0311844 | Time: 1888.54 ms [2022-04-04 14:19:35 main:581] : INFO : Epoch 1869 | loss: 0.0311755 | val_loss: 0.0311859 | Time: 1883 ms [2022-04-04 14:19:36 main:581] : INFO : Epoch 1870 | loss: 0.0311769 | val_loss: 0.0311913 | Time: 1878.16 ms [2022-04-04 14:19:38 main:581] : INFO : Epoch 1871 | loss: 0.0311786 | val_loss: 0.0311796 | Time: 1887.65 ms [2022-04-04 14:19:40 main:581] : INFO : Epoch 1872 | loss: 0.0311782 | val_loss: 0.0311801 | Time: 1885.73 ms [2022-04-04 14:19:42 main:581] : INFO : Epoch 1873 | loss: 0.0311758 | val_loss: 0.0311796 | Time: 1899.72 ms [2022-04-04 14:19:44 main:581] : INFO : Epoch 1874 | loss: 0.0311792 | val_loss: 0.0311815 | Time: 1873.77 ms [2022-04-04 14:19:46 main:581] : INFO : Epoch 1875 | loss: 0.0311757 | val_loss: 0.0311856 | Time: 1882.63 ms [2022-04-04 14:19:48 main:581] : INFO : Epoch 1876 | loss: 0.0311753 | val_loss: 0.0311802 | Time: 1920.32 ms [2022-04-04 14:19:50 main:581] : INFO : Epoch 1877 | loss: 0.031174 | val_loss: 0.0311794 | Time: 1888.93 ms [2022-04-04 14:19:52 main:581] : INFO : Epoch 1878 | loss: 0.0311724 | val_loss: 0.0311792 | Time: 1887.3 ms [2022-04-04 14:19:53 main:581] : INFO : Epoch 1879 | loss: 0.031173 | val_loss: 0.0311916 | Time: 1871.79 ms [2022-04-04 14:19:55 main:581] : INFO : Epoch 1880 | loss: 0.0311717 | val_loss: 0.0311777 | Time: 1881.52 ms [2022-04-04 14:19:57 main:581] : INFO : Epoch 1881 | loss: 0.0311693 | val_loss: 0.0311784 | Time: 1869.13 ms [2022-04-04 14:19:59 main:581] : INFO : Epoch 1882 | loss: 0.03117 | val_loss: 0.0311774 | Time: 1879.4 ms [2022-04-04 14:20:01 main:581] : INFO : Epoch 1883 | loss: 0.0311773 | val_loss: 0.0311777 | Time: 1867.9 ms [2022-04-04 14:20:03 main:581] : INFO : Epoch 1884 | loss: 0.0311703 | val_loss: 0.0311772 | Time: 1857.13 ms [2022-04-04 14:20:05 main:581] : INFO : Epoch 1885 | loss: 0.0311693 | val_loss: 0.0311772 | Time: 1865.43 ms [2022-04-04 14:20:07 main:581] : INFO : Epoch 1886 | loss: 0.0311695 | val_loss: 0.0311792 | Time: 1886.42 ms [2022-04-04 14:20:08 main:581] : INFO : Epoch 1887 | loss: 0.0311706 | val_loss: 0.03118 | Time: 1866.26 ms [2022-04-04 14:20:10 main:581] : INFO : Epoch 1888 | loss: 0.0311738 | val_loss: 0.0311917 | Time: 1869.75 ms [2022-04-04 14:20:12 main:581] : INFO : Epoch 1889 | loss: 0.0311779 | val_loss: 0.0311818 | Time: 1868.68 ms [2022-04-04 14:20:14 main:581] : INFO : Epoch 1890 | loss: 0.0311714 | val_loss: 0.0311794 | Time: 2032.11 ms [2022-04-04 14:20:16 main:581] : INFO : Epoch 1891 | loss: 0.031168 | val_loss: 0.0311809 | Time: 2120.69 ms [2022-04-04 14:20:18 main:581] : INFO : Epoch 1892 | loss: 0.0311713 | val_loss: 0.0311804 | Time: 1914.31 ms [2022-04-04 14:20:20 main:581] : INFO : Epoch 1893 | loss: 0.031172 | val_loss: 0.031178 | Time: 2068.76 ms [2022-04-04 14:20:22 main:581] : INFO : Epoch 1894 | loss: 0.0311683 | val_loss: 0.031177 | Time: 2057.8 ms [2022-04-04 14:20:24 main:581] : INFO : Epoch 1895 | loss: 0.0311671 | val_loss: 0.031179 | Time: 1987.09 ms [2022-04-04 14:20:26 main:581] : INFO : Epoch 1896 | loss: 0.0311668 | val_loss: 0.0311771 | Time: 1870.76 ms [2022-04-04 14:20:28 main:581] : INFO : Epoch 1897 | loss: 0.031167 | val_loss: 0.0311774 | Time: 1865.24 ms [2022-04-04 14:20:30 main:581] : INFO : Epoch 1898 | loss: 0.0311658 | val_loss: 0.0311766 | Time: 1946.84 ms [2022-04-04 14:20:32 main:581] : INFO : Epoch 1899 | loss: 0.0311667 | val_loss: 0.0311757 | Time: 1898.15 ms [2022-04-04 14:20:34 main:581] : INFO : Epoch 1900 | loss: 0.0311656 | val_loss: 0.0311766 | Time: 1903.85 ms [2022-04-04 14:20:36 main:581] : INFO : Epoch 1901 | loss: 0.0311674 | val_loss: 0.0311751 | Time: 1894.87 ms [2022-04-04 14:20:38 main:581] : INFO : Epoch 1902 | loss: 0.031165 | val_loss: 0.031177 | Time: 1894.18 ms [2022-04-04 14:20:40 main:581] : INFO : Epoch 1903 | loss: 0.0311679 | val_loss: 0.031193 | Time: 1943.83 ms [2022-04-04 14:20:42 main:581] : INFO : Epoch 1904 | loss: 0.0311752 | val_loss: 0.0311799 | Time: 1972.08 ms [2022-04-04 14:20:43 main:581] : INFO : Epoch 1905 | loss: 0.0311704 | val_loss: 0.0311765 | Time: 1885.14 ms [2022-04-04 14:20:45 main:581] : INFO : Epoch 1906 | loss: 0.0311644 | val_loss: 0.0311764 | Time: 1887.24 ms [2022-04-04 14:20:47 main:581] : INFO : Epoch 1907 | loss: 0.0311678 | val_loss: 0.031175 | Time: 1877.64 ms [2022-04-04 14:20:49 main:581] : INFO : Epoch 1908 | loss: 0.0311727 | val_loss: 0.0311761 | Time: 1873 ms [2022-04-04 14:20:51 main:581] : INFO : Epoch 1909 | loss: 0.0311678 | val_loss: 0.0311769 | Time: 1899.33 ms [2022-04-04 14:20:53 main:581] : INFO : Epoch 1910 | loss: 0.0311688 | val_loss: 0.0311747 | Time: 1880.58 ms [2022-04-04 14:20:55 main:581] : INFO : Epoch 1911 | loss: 0.031168 | val_loss: 0.0311791 | Time: 1864.91 ms [2022-04-04 14:20:57 main:581] : INFO : Epoch 1912 | loss: 0.0311675 | val_loss: 0.0311762 | Time: 1859.84 ms [2022-04-04 14:20:58 main:581] : INFO : Epoch 1913 | loss: 0.0311661 | val_loss: 0.0311738 | Time: 1876.08 ms [2022-04-04 14:21:00 main:581] : INFO : Epoch 1914 | loss: 0.0311673 | val_loss: 0.0311711 | Time: 1995.28 ms [2022-04-04 14:21:03 main:581] : INFO : Epoch 1915 | loss: 0.0311686 | val_loss: 0.0311785 | Time: 2115.62 ms [2022-04-04 14:21:05 main:581] : INFO : Epoch 1916 | loss: 0.0311701 | val_loss: 0.0311761 | Time: 2108.58 ms [2022-04-04 14:21:07 main:581] : INFO : Epoch 1917 | loss: 0.0311733 | val_loss: 0.0311839 | Time: 1933.43 ms [2022-04-04 14:21:08 main:581] : INFO : Epoch 1918 | loss: 0.0311761 | val_loss: 0.031178 | Time: 1866.34 ms [2022-04-04 14:21:10 main:581] : INFO : Epoch 1919 | loss: 0.0311719 | val_loss: 0.0311841 | Time: 1869.95 ms [2022-04-04 14:21:12 main:581] : INFO : Epoch 1920 | loss: 0.0311709 | val_loss: 0.0311741 | Time: 1855.71 ms [2022-04-04 14:21:14 main:581] : INFO : Epoch 1921 | loss: 0.0311698 | val_loss: 0.0311803 | Time: 1862.97 ms [2022-04-04 14:21:16 main:581] : INFO : Epoch 1922 | loss: 0.031169 | val_loss: 0.0311759 | Time: 1858.24 ms [2022-04-04 14:21:18 main:581] : INFO : Epoch 1923 | loss: 0.0311674 | val_loss: 0.0311714 | Time: 1899.08 ms [2022-04-04 14:21:20 main:581] : INFO : Epoch 1924 | loss: 0.0311651 | val_loss: 0.0311758 | Time: 1863.22 ms [2022-04-04 14:21:22 main:581] : INFO : Epoch 1925 | loss: 0.0311658 | val_loss: 0.0311736 | Time: 1865.57 ms [2022-04-04 14:21:23 main:581] : INFO : Epoch 1926 | loss: 0.0311679 | val_loss: 0.0311795 | Time: 1867.17 ms [2022-04-04 14:21:25 main:581] : INFO : Epoch 1927 | loss: 0.0311674 | val_loss: 0.0311734 | Time: 1877.02 ms [2022-04-04 14:21:27 main:581] : INFO : Epoch 1928 | loss: 0.0311652 | val_loss: 0.031173 | Time: 1901.8 ms [2022-04-04 14:21:29 main:581] : INFO : Epoch 1929 | loss: 0.0311643 | val_loss: 0.0311723 | Time: 1871.61 ms [2022-04-04 14:21:31 main:581] : INFO : Epoch 1930 | loss: 0.0311647 | val_loss: 0.0311735 | Time: 1873.55 ms [2022-04-04 14:21:33 main:581] : INFO : Epoch 1931 | loss: 0.0311683 | val_loss: 0.0311729 | Time: 1881.74 ms [2022-04-04 14:21:35 main:581] : INFO : Epoch 1932 | loss: 0.0311638 | val_loss: 0.0311738 | Time: 1881.33 ms [2022-04-04 14:21:37 main:581] : INFO : Epoch 1933 | loss: 0.0311645 | val_loss: 0.0311771 | Time: 1917.06 ms [2022-04-04 14:21:39 main:581] : INFO : Epoch 1934 | loss: 0.0311671 | val_loss: 0.031177 | Time: 1957.45 ms [2022-04-04 14:21:40 main:581] : INFO : Epoch 1935 | loss: 0.0311642 | val_loss: 0.0311737 | Time: 1886.05 ms [2022-04-04 14:21:42 main:581] : INFO : Epoch 1936 | loss: 0.0311641 | val_loss: 0.0311773 | Time: 1884.35 ms [2022-04-04 14:21:44 main:581] : INFO : Epoch 1937 | loss: 0.0311648 | val_loss: 0.0311714 | Time: 1864.82 ms [2022-04-04 14:21:46 main:581] : INFO : Epoch 1938 | loss: 0.0311634 | val_loss: 0.0311737 | Time: 1875.43 ms [2022-04-04 14:21:48 main:581] : INFO : Epoch 1939 | loss: 0.0311678 | val_loss: 0.0311779 | Time: 1868.64 ms [2022-04-04 14:21:50 main:581] : INFO : Epoch 1940 | loss: 0.0311686 | val_loss: 0.0311723 | Time: 1965.44 ms [2022-04-04 14:21:52 main:581] : INFO : Epoch 1941 | loss: 0.0311661 | val_loss: 0.031175 | Time: 1940.71 ms [2022-04-04 14:21:54 main:581] : INFO : Epoch 1942 | loss: 0.0311694 | val_loss: 0.031183 | Time: 1893.54 ms [2022-04-04 14:21:56 main:581] : INFO : Epoch 1943 | loss: 0.0311663 | val_loss: 0.0311806 | Time: 1869.28 ms [2022-04-04 14:21:58 main:581] : INFO : Epoch 1944 | loss: 0.0311642 | val_loss: 0.0311727 | Time: 1894.7 ms [2022-04-04 14:21:59 main:581] : INFO : Epoch 1945 | loss: 0.0311646 | val_loss: 0.0311723 | Time: 1890.71 ms [2022-04-04 14:22:01 main:581] : INFO : Epoch 1946 | loss: 0.0311642 | val_loss: 0.0311715 | Time: 1893.88 ms [2022-04-04 14:22:03 main:581] : INFO : Epoch 1947 | loss: 0.0311672 | val_loss: 0.0311796 | Time: 1888.55 ms [2022-04-04 14:22:05 main:581] : INFO : Epoch 1948 | loss: 0.0311631 | val_loss: 0.0311718 | Time: 1887.93 ms [2022-04-04 14:22:07 main:581] : INFO : Epoch 1949 | loss: 0.0311622 | val_loss: 0.0311721 | Time: 2001.76 ms [2022-04-04 14:22:09 main:581] : INFO : Epoch 1950 | loss: 0.0311617 | val_loss: 0.0311713 | Time: 2072.96 ms [2022-04-04 14:22:11 main:581] : INFO : Epoch 1951 | loss: 0.0311627 | val_loss: 0.0311753 | Time: 1878.34 ms [2022-04-04 14:22:13 main:581] : INFO : Epoch 1952 | loss: 0.0311654 | val_loss: 0.0311705 | Time: 1921.93 ms [2022-04-04 14:22:15 main:581] : INFO : Epoch 1953 | loss: 0.0311614 | val_loss: 0.0311724 | Time: 1982.22 ms [2022-04-04 14:22:17 main:581] : INFO : Epoch 1954 | loss: 0.0311609 | val_loss: 0.0311716 | Time: 1916.57 ms [2022-04-04 14:22:19 main:581] : INFO : Epoch 1955 | loss: 0.0311612 | val_loss: 0.0311835 | Time: 1888.73 ms [2022-04-04 14:22:21 main:581] : INFO : Epoch 1956 | loss: 0.0311647 | val_loss: 0.031175 | Time: 1892.72 ms [2022-04-04 14:22:23 main:581] : INFO : Epoch 1957 | loss: 0.0311603 | val_loss: 0.0311713 | Time: 1880.05 ms [2022-04-04 14:22:24 main:581] : INFO : Epoch 1958 | loss: 0.0311601 | val_loss: 0.0311729 | Time: 1884.29 ms [2022-04-04 14:22:26 main:581] : INFO : Epoch 1959 | loss: 0.0311604 | val_loss: 0.0311756 | Time: 1892.93 ms [2022-04-04 14:22:28 main:581] : INFO : Epoch 1960 | loss: 0.0311638 | val_loss: 0.0311807 | Time: 1885.7 ms [2022-04-04 14:22:30 main:581] : INFO : Epoch 1961 | loss: 0.0311683 | val_loss: 0.0311746 | Time: 1878.1 ms [2022-04-04 14:22:32 main:581] : INFO : Epoch 1962 | loss: 0.0311698 | val_loss: 0.0311963 | Time: 1865.92 ms [2022-04-04 14:22:34 main:581] : INFO : Epoch 1963 | loss: 0.0311659 | val_loss: 0.0311755 | Time: 1866.8 ms [2022-04-04 14:22:36 main:581] : INFO : Epoch 1964 | loss: 0.0311619 | val_loss: 0.0311782 | Time: 1877.58 ms [2022-04-04 14:22:38 main:581] : INFO : Epoch 1965 | loss: 0.0311627 | val_loss: 0.0311769 | Time: 1887.95 ms [2022-04-04 14:22:39 main:581] : INFO : Epoch 1966 | loss: 0.0311649 | val_loss: 0.0311729 | Time: 1881.61 ms [2022-04-04 14:22:41 main:581] : INFO : Epoch 1967 | loss: 0.0311608 | val_loss: 0.0311758 | Time: 1884.11 ms [2022-04-04 14:22:43 main:581] : INFO : Epoch 1968 | loss: 0.0311631 | val_loss: 0.0311739 | Time: 1883.92 ms [2022-04-04 14:22:45 main:581] : INFO : Epoch 1969 | loss: 0.0311597 | val_loss: 0.0311717 | Time: 1916.13 ms [2022-04-04 14:22:47 main:581] : INFO : Epoch 1970 | loss: 0.0311591 | val_loss: 0.0311708 | Time: 1957.42 ms [2022-04-04 14:22:49 main:581] : INFO : Epoch 1971 | loss: 0.0311574 | val_loss: 0.0311748 | Time: 1890.65 ms [2022-04-04 14:22:51 main:581] : INFO : Epoch 1972 | loss: 0.0311592 | val_loss: 0.0311756 | Time: 1864.79 ms [2022-04-04 14:22:53 main:581] : INFO : Epoch 1973 | loss: 0.0311577 | val_loss: 0.0311707 | Time: 1867.32 ms [2022-04-04 14:22:55 main:581] : INFO : Epoch 1974 | loss: 0.0311576 | val_loss: 0.0311737 | Time: 1874.76 ms [2022-04-04 14:22:56 main:581] : INFO : Epoch 1975 | loss: 0.0311569 | val_loss: 0.031171 | Time: 1873.41 ms [2022-04-04 14:22:58 main:581] : INFO : Epoch 1976 | loss: 0.0311604 | val_loss: 0.0311727 | Time: 1867.04 ms [2022-04-04 14:23:00 main:581] : INFO : Epoch 1977 | loss: 0.0311631 | val_loss: 0.0311697 | Time: 1867.94 ms [2022-04-04 14:23:02 main:581] : INFO : Epoch 1978 | loss: 0.0311608 | val_loss: 0.03117 | Time: 1874.43 ms [2022-04-04 14:23:04 main:581] : INFO : Epoch 1979 | loss: 0.0311704 | val_loss: 0.0311825 | Time: 1892.74 ms [2022-04-04 14:23:06 main:581] : INFO : Epoch 1980 | loss: 0.0311698 | val_loss: 0.0311752 | Time: 1880.92 ms [2022-04-04 14:23:08 main:581] : INFO : Epoch 1981 | loss: 0.0311728 | val_loss: 0.0311808 | Time: 1875.32 ms [2022-04-04 14:23:10 main:581] : INFO : Epoch 1982 | loss: 0.0311799 | val_loss: 0.0311803 | Time: 1872.98 ms [2022-04-04 14:23:11 main:581] : INFO : Epoch 1983 | loss: 0.0311789 | val_loss: 0.0311834 | Time: 1865.69 ms [2022-04-04 14:23:13 main:581] : INFO : Epoch 1984 | loss: 0.0311745 | val_loss: 0.031182 | Time: 1885.23 ms [2022-04-04 14:23:15 main:581] : INFO : Epoch 1985 | loss: 0.03117 | val_loss: 0.0311798 | Time: 1953.29 ms [2022-04-04 14:23:17 main:581] : INFO : Epoch 1986 | loss: 0.0311671 | val_loss: 0.0311749 | Time: 1947.59 ms [2022-04-04 14:23:19 main:581] : INFO : Epoch 1987 | loss: 0.031165 | val_loss: 0.0311734 | Time: 1867.14 ms [2022-04-04 14:23:21 main:581] : INFO : Epoch 1988 | loss: 0.0311655 | val_loss: 0.031175 | Time: 1884.91 ms [2022-04-04 14:23:23 main:581] : INFO : Epoch 1989 | loss: 0.0311632 | val_loss: 0.0311774 | Time: 1868.54 ms [2022-04-04 14:23:25 main:581] : INFO : Epoch 1990 | loss: 0.0311653 | val_loss: 0.0311746 | Time: 1878.99 ms [2022-04-04 14:23:27 main:581] : INFO : Epoch 1991 | loss: 0.0311672 | val_loss: 0.0311737 | Time: 1868.17 ms [2022-04-04 14:23:28 main:581] : INFO : Epoch 1992 | loss: 0.0311643 | val_loss: 0.0311714 | Time: 1874.25 ms [2022-04-04 14:23:30 main:581] : INFO : Epoch 1993 | loss: 0.0311603 | val_loss: 0.0311679 | Time: 1941.5 ms [2022-04-04 14:23:32 main:581] : INFO : Epoch 1994 | loss: 0.0311564 | val_loss: 0.0311675 | Time: 1943.06 ms [2022-04-04 14:23:34 main:581] : INFO : Epoch 1995 | loss: 0.0311555 | val_loss: 0.0311693 | Time: 1871.29 ms [2022-04-04 14:23:36 main:581] : INFO : Epoch 1996 | loss: 0.0311555 | val_loss: 0.0311649 | Time: 1884.24 ms [2022-04-04 14:23:38 main:581] : INFO : Epoch 1997 | loss: 0.0311557 | val_loss: 0.0311653 | Time: 1955.43 ms [2022-04-04 14:23:40 main:581] : INFO : Epoch 1998 | loss: 0.0311584 | val_loss: 0.0311724 | Time: 1889.71 ms [2022-04-04 14:23:42 main:581] : INFO : Epoch 1999 | loss: 0.0311584 | val_loss: 0.0311683 | Time: 1877.16 ms [2022-04-04 14:23:44 main:581] : INFO : Epoch 2000 | loss: 0.0311586 | val_loss: 0.0311643 | Time: 1887.83 ms [2022-04-04 14:23:46 main:581] : INFO : Epoch 2001 | loss: 0.0311564 | val_loss: 0.0311607 | Time: 1884.05 ms [2022-04-04 14:23:47 main:581] : INFO : Epoch 2002 | loss: 0.0311541 | val_loss: 0.0311633 | Time: 1871.62 ms [2022-04-04 14:23:49 main:581] : INFO : Epoch 2003 | loss: 0.0311538 | val_loss: 0.0311667 | Time: 1877.05 ms [2022-04-04 14:23:51 main:581] : INFO : Epoch 2004 | loss: 0.0311555 | val_loss: 0.0311622 | Time: 1874.41 ms [2022-04-04 14:23:53 main:581] : INFO : Epoch 2005 | loss: 0.0311506 | val_loss: 0.0311615 | Time: 1893.75 ms [2022-04-04 14:23:55 main:581] : INFO : Epoch 2006 | loss: 0.0311519 | val_loss: 0.0311609 | Time: 1924.61 ms [2022-04-04 14:23:57 main:581] : INFO : Epoch 2007 | loss: 0.0311488 | val_loss: 0.0311624 | Time: 1891.84 ms [2022-04-04 14:23:59 main:581] : INFO : Epoch 2008 | loss: 0.03115 | val_loss: 0.0311627 | Time: 2063.11 ms [2022-04-04 14:24:01 main:581] : INFO : Epoch 2009 | loss: 0.031152 | val_loss: 0.0311619 | Time: 2139.38 ms [2022-04-04 14:24:03 main:581] : INFO : Epoch 2010 | loss: 0.0311482 | val_loss: 0.0311622 | Time: 2060.97 ms [2022-04-04 14:24:05 main:581] : INFO : Epoch 2011 | loss: 0.0311521 | val_loss: 0.0311802 | Time: 2035.56 ms [2022-04-04 14:24:07 main:581] : INFO : Epoch 2012 | loss: 0.0311556 | val_loss: 0.03116 | Time: 2045.86 ms [2022-04-04 14:24:09 main:581] : INFO : Epoch 2013 | loss: 0.0311593 | val_loss: 0.0311666 | Time: 2054.59 ms [2022-04-04 14:24:12 main:581] : INFO : Epoch 2014 | loss: 0.0311511 | val_loss: 0.0311598 | Time: 2168.69 ms [2022-04-04 14:24:14 main:581] : INFO : Epoch 2015 | loss: 0.0311467 | val_loss: 0.0311606 | Time: 2134.09 ms [2022-04-04 14:24:16 main:581] : INFO : Epoch 2016 | loss: 0.0311464 | val_loss: 0.0311616 | Time: 1980.44 ms [2022-04-04 14:24:18 main:581] : INFO : Epoch 2017 | loss: 0.0311462 | val_loss: 0.0311599 | Time: 1930.03 ms [2022-04-04 14:24:20 main:581] : INFO : Epoch 2018 | loss: 0.0311479 | val_loss: 0.0311605 | Time: 2075.95 ms [2022-04-04 14:24:22 main:581] : INFO : Epoch 2019 | loss: 0.0311457 | val_loss: 0.0311565 | Time: 1892.1 ms [2022-04-04 14:24:23 main:581] : INFO : Epoch 2020 | loss: 0.0311451 | val_loss: 0.0311567 | Time: 1862.83 ms [2022-04-04 14:24:25 main:581] : INFO : Epoch 2021 | loss: 0.0311459 | val_loss: 0.0311632 | Time: 1880.71 ms [2022-04-04 14:24:27 main:581] : INFO : Epoch 2022 | loss: 0.0311449 | val_loss: 0.0311627 | Time: 1865.7 ms [2022-04-04 14:24:29 main:581] : INFO : Epoch 2023 | loss: 0.0311438 | val_loss: 0.0311573 | Time: 1879.6 ms [2022-04-04 14:24:31 main:581] : INFO : Epoch 2024 | loss: 0.0311441 | val_loss: 0.0311591 | Time: 1917.84 ms [2022-04-04 14:24:33 main:581] : INFO : Epoch 2025 | loss: 0.0311482 | val_loss: 0.0311614 | Time: 1884.3 ms [2022-04-04 14:24:35 main:581] : INFO : Epoch 2026 | loss: 0.0311451 | val_loss: 0.0311565 | Time: 1958.28 ms [2022-04-04 14:24:37 main:581] : INFO : Epoch 2027 | loss: 0.0311461 | val_loss: 0.0311594 | Time: 1869.93 ms [2022-04-04 14:24:39 main:581] : INFO : Epoch 2028 | loss: 0.0311453 | val_loss: 0.0311577 | Time: 1869.75 ms [2022-04-04 14:24:40 main:581] : INFO : Epoch 2029 | loss: 0.031145 | val_loss: 0.0311585 | Time: 1877.93 ms [2022-04-04 14:24:42 main:581] : INFO : Epoch 2030 | loss: 0.0311467 | val_loss: 0.031159 | Time: 1897.5 ms [2022-04-04 14:24:44 main:581] : INFO : Epoch 2031 | loss: 0.0311485 | val_loss: 0.0311602 | Time: 1972.55 ms [2022-04-04 14:24:46 main:581] : INFO : Epoch 2032 | loss: 0.0311415 | val_loss: 0.03116 | Time: 1891.16 ms [2022-04-04 14:24:48 main:581] : INFO : Epoch 2033 | loss: 0.0311407 | val_loss: 0.0311592 | Time: 1872.62 ms [2022-04-04 14:24:50 main:581] : INFO : Epoch 2034 | loss: 0.0311423 | val_loss: 0.031155 | Time: 1875.03 ms [2022-04-04 14:24:52 main:581] : INFO : Epoch 2035 | loss: 0.0311411 | val_loss: 0.0311633 | Time: 1874.95 ms [2022-04-04 14:24:54 main:581] : INFO : Epoch 2036 | loss: 0.0311473 | val_loss: 0.03116 | Time: 1876.32 ms [2022-04-04 14:24:56 main:581] : INFO : Epoch 2037 | loss: 0.0311427 | val_loss: 0.0311597 | Time: 1889.03 ms [2022-04-04 14:24:57 main:581] : INFO : Epoch 2038 | loss: 0.0311426 | val_loss: 0.0311563 | Time: 1870.26 ms [2022-04-04 14:24:59 main:581] : INFO : Epoch 2039 | loss: 0.0311426 | val_loss: 0.0311638 | Time: 1938.72 ms [2022-04-04 14:25:02 main:581] : INFO : Epoch 2040 | loss: 0.0311448 | val_loss: 0.0311548 | Time: 2222.74 ms [2022-04-04 14:25:03 main:581] : INFO : Epoch 2041 | loss: 0.031144 | val_loss: 0.0311567 | Time: 1886.73 ms [2022-04-04 14:25:05 main:581] : INFO : Epoch 2042 | loss: 0.0311428 | val_loss: 0.0311574 | Time: 1945.58 ms [2022-04-04 14:25:07 main:581] : INFO : Epoch 2043 | loss: 0.0311395 | val_loss: 0.0311582 | Time: 1899.05 ms [2022-04-04 14:25:09 main:581] : INFO : Epoch 2044 | loss: 0.0311404 | val_loss: 0.0311588 | Time: 1889.57 ms [2022-04-04 14:25:11 main:581] : INFO : Epoch 2045 | loss: 0.0311412 | val_loss: 0.0311656 | Time: 1866.08 ms [2022-04-04 14:25:13 main:581] : INFO : Epoch 2046 | loss: 0.0311379 | val_loss: 0.0311562 | Time: 1924.3 ms [2022-04-04 14:25:15 main:581] : INFO : Epoch 2047 | loss: 0.0311353 | val_loss: 0.0311577 | Time: 1956.38 ms [2022-04-04 14:25:17 main:581] : INFO : Epoch 2048 | loss: 0.031139 | val_loss: 0.0311559 | Time: 1888.92 ms [2022-04-04 14:25:17 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311559 [2022-04-04 14:25:17 main:610] : INFO : Saving end state to config to file [2022-04-04 14:25:17 main:615] : INFO : Success, exiting.. 14:25:17 (1520079): 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)