Task 14618633
| Name | ParityModified-1647044334-9586-3-0_1 |
| Workunit | 11015381 |
| Created | 12 Apr 2022, 17:24:45 UTC |
| Sent | 12 Apr 2022, 17:29:16 UTC |
| Report deadline | 20 Apr 2022, 17:29:16 UTC |
| Received | 13 Apr 2022, 8:01:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 8 min 41 sec |
| CPU time | 1 hours 8 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,261.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 2-04-13 01:44:06 main:581] : INFO : Epoch 1538 | loss: 0.031085 | val_loss: 0.0311274 | Time: 1946.14 ms [2022-04-13 01:44:08 main:581] : INFO : Epoch 1539 | loss: 0.031081 | val_loss: 0.0311345 | Time: 2012.23 ms [2022-04-13 01:44:10 main:581] : INFO : Epoch 1540 | loss: 0.0310808 | val_loss: 0.0311314 | Time: 1984.16 ms [2022-04-13 01:44:12 main:581] : INFO : Epoch 1541 | loss: 0.0310776 | val_loss: 0.0311304 | Time: 1939.89 ms [2022-04-13 01:44:14 main:581] : INFO : Epoch 1542 | loss: 0.0310802 | val_loss: 0.0311198 | Time: 1905.12 ms [2022-04-13 01:44:16 main:581] : INFO : Epoch 1543 | loss: 0.0310828 | val_loss: 0.0311271 | Time: 2005.45 ms [2022-04-13 01:44:18 main:581] : INFO : Epoch 1544 | loss: 0.0310811 | val_loss: 0.0311281 | Time: 1955.66 ms [2022-04-13 01:44:20 main:581] : INFO : Epoch 1545 | loss: 0.0310792 | val_loss: 0.0311264 | Time: 2000.86 ms [2022-04-13 01:44:22 main:581] : INFO : Epoch 1546 | loss: 0.0310782 | val_loss: 0.0311479 | Time: 2029.46 ms [2022-04-13 01:44:24 main:581] : INFO : Epoch 1547 | loss: 0.0310809 | val_loss: 0.0311222 | Time: 2034.36 ms [2022-04-13 01:44:26 main:581] : INFO : Epoch 1548 | loss: 0.031093 | val_loss: 0.0311336 | Time: 1969.04 ms [2022-04-13 01:44:28 main:581] : INFO : Epoch 1549 | loss: 0.0310904 | val_loss: 0.0311282 | Time: 2006 ms [2022-04-13 01:44:30 main:581] : INFO : Epoch 1550 | loss: 0.0310872 | val_loss: 0.0311298 | Time: 1982.2 ms [2022-04-13 01:44:32 main:581] : INFO : Epoch 1551 | loss: 0.0310839 | val_loss: 0.03113 | Time: 2007.7 ms [2022-04-13 01:44:34 main:581] : INFO : Epoch 1552 | loss: 0.0310822 | val_loss: 0.0311384 | Time: 2133.87 ms [2022-04-13 01:44:36 main:581] : INFO : Epoch 1553 | loss: 0.031081 | val_loss: 0.0311199 | Time: 1973.77 ms [2022-04-13 01:44:38 main:581] : INFO : Epoch 1554 | loss: 0.0310898 | val_loss: 0.0311342 | Time: 1989.51 ms [2022-04-13 01:44:40 main:581] : INFO : Epoch 1555 | loss: 0.0310874 | val_loss: 0.0311235 | Time: 1984.79 ms [2022-04-13 01:44:42 main:581] : INFO : Epoch 1556 | loss: 0.0310852 | val_loss: 0.0311192 | Time: 2024.09 ms [2022-04-13 01:44:44 main:581] : INFO : Epoch 1557 | loss: 0.0310821 | val_loss: 0.0311134 | Time: 1958.84 ms [2022-04-13 01:44:46 main:581] : INFO : Epoch 1558 | loss: 0.0311068 | val_loss: 0.0311268 | Time: 2014.52 ms [2022-04-13 01:44:48 main:581] : INFO : Epoch 1559 | loss: 0.0311092 | val_loss: 0.0311181 | Time: 2042.92 ms [2022-04-13 01:44:50 main:581] : INFO : Epoch 1560 | loss: 0.0310946 | val_loss: 0.0311119 | Time: 1962.89 ms [2022-04-13 01:44:52 main:581] : INFO : Epoch 1561 | loss: 0.0310845 | val_loss: 0.0311118 | Time: 1996.09 ms [2022-04-13 01:44:54 main:581] : INFO : Epoch 1562 | loss: 0.0310863 | val_loss: 0.0311326 | Time: 1998.71 ms [2022-04-13 01:44:56 main:581] : INFO : Epoch 1563 | loss: 0.0310782 | val_loss: 0.0311265 | Time: 1990.86 ms [2022-04-13 01:44:58 main:581] : INFO : Epoch 1564 | loss: 0.0310773 | val_loss: 0.0311134 | Time: 1981.87 ms [2022-04-13 01:45:00 main:581] : INFO : Epoch 1565 | loss: 0.0310717 | val_loss: 0.0311236 | Time: 2030.67 ms [2022-04-13 01:45:02 main:581] : INFO : Epoch 1566 | loss: 0.0310741 | val_loss: 0.0311203 | Time: 2023.24 ms [2022-04-13 01:45:04 main:581] : INFO : Epoch 1567 | loss: 0.031081 | val_loss: 0.031127 | Time: 1999.1 ms [2022-04-13 01:45:06 main:581] : INFO : Epoch 1568 | loss: 0.0310986 | val_loss: 0.0311288 | Time: 1992.78 ms [2022-04-13 01:45:08 main:581] : INFO : Epoch 1569 | loss: 0.031087 | val_loss: 0.0311242 | Time: 1996.43 ms [2022-04-13 01:45:10 main:581] : INFO : Epoch 1570 | loss: 0.031087 | val_loss: 0.0311321 | Time: 2009.39 ms [2022-04-13 01:45:12 main:581] : INFO : Epoch 1571 | loss: 0.0310779 | val_loss: 0.0311225 | Time: 2035.4 ms [2022-04-13 01:45:14 main:581] : INFO : Epoch 1572 | loss: 0.0310743 | val_loss: 0.0311188 | Time: 1937.34 ms [2022-04-13 01:45:16 main:581] : INFO : Epoch 1573 | loss: 0.0310703 | val_loss: 0.0311224 | Time: 1920.8 ms [2022-04-13 01:45:18 main:581] : INFO : Epoch 1574 | loss: 0.0310682 | val_loss: 0.0311128 | Time: 2026.66 ms [2022-04-13 01:45:20 main:581] : INFO : Epoch 1575 | loss: 0.0310702 | val_loss: 0.0311379 | Time: 2011.49 ms [2022-04-13 01:45:22 main:581] : INFO : Epoch 1576 | loss: 0.0310687 | val_loss: 0.0311242 | Time: 2050.97 ms [2022-04-13 01:45:24 main:581] : INFO : Epoch 1577 | loss: 0.0310702 | val_loss: 0.031114 | Time: 1994.25 ms [2022-04-13 01:45:26 main:581] : INFO : Epoch 1578 | loss: 0.0310682 | val_loss: 0.0311228 | Time: 1983.11 ms [2022-04-13 01:45:28 main:581] : INFO : Epoch 1579 | loss: 0.031074 | val_loss: 0.0311228 | Time: 2001.48 ms [2022-04-13 01:45:30 main:581] : INFO : Epoch 1580 | loss: 0.0310782 | val_loss: 0.0311123 | Time: 1995.57 ms [2022-04-13 01:45:32 main:581] : INFO : Epoch 1581 | loss: 0.0310735 | val_loss: 0.0311095 | Time: 2008.2 ms [2022-04-13 01:45:34 main:581] : INFO : Epoch 1582 | loss: 0.0310693 | val_loss: 0.0311104 | Time: 1986.47 ms [2022-04-13 01:45:36 main:581] : INFO : Epoch 1583 | loss: 0.0310666 | val_loss: 0.0311194 | Time: 2016.96 ms [2022-04-13 01:45:38 main:581] : INFO : Epoch 1584 | loss: 0.0310648 | val_loss: 0.0311079 | Time: 2039.53 ms [2022-04-13 01:45:40 main:581] : INFO : Epoch 1585 | loss: 0.0310677 | val_loss: 0.0311173 | Time: 1978.74 ms [2022-04-13 01:45:42 main:581] : INFO : Epoch 1586 | loss: 0.0310664 | val_loss: 0.0311271 | Time: 1984.25 ms [2022-04-13 01:45:44 main:581] : INFO : Epoch 1587 | loss: 0.031066 | val_loss: 0.0311137 | Time: 2001.96 ms [2022-04-13 01:45:46 main:581] : INFO : Epoch 1588 | loss: 0.0310626 | val_loss: 0.0311231 | Time: 1991.89 ms [2022-04-13 01:45:48 main:581] : INFO : Epoch 1589 | loss: 0.0310679 | val_loss: 0.0311121 | Time: 2012.73 ms [2022-04-13 01:45:50 main:581] : INFO : Epoch 1590 | loss: 0.0310698 | val_loss: 0.0311125 | Time: 2010.42 ms [2022-04-13 01:45:52 main:581] : INFO : Epoch 1591 | loss: 0.031066 | val_loss: 0.0311108 | Time: 1988.78 ms [2022-04-13 01:45:54 main:581] : INFO : Epoch 1592 | loss: 0.0310719 | val_loss: 0.0311478 | Time: 2018.66 ms [2022-04-13 01:45:56 main:581] : INFO : Epoch 1593 | loss: 0.0310734 | val_loss: 0.0311201 | Time: 2034.31 ms [2022-04-13 01:45:58 main:581] : INFO : Epoch 1594 | loss: 0.0310639 | val_loss: 0.0311166 | Time: 2003.71 ms [2022-04-13 01:46:00 main:581] : INFO : Epoch 1595 | loss: 0.0310592 | val_loss: 0.0311123 | Time: 1977.32 ms [2022-04-13 01:46:02 main:581] : INFO : Epoch 1596 | loss: 0.0310599 | val_loss: 0.0311142 | Time: 2026.56 ms [2022-04-13 01:46:04 main:581] : INFO : Epoch 1597 | loss: 0.0310572 | val_loss: 0.0311198 | Time: 2036.95 ms [2022-04-13 01:46:06 main:581] : INFO : Epoch 1598 | loss: 0.0310566 | val_loss: 0.0311159 | Time: 2065.95 ms [2022-04-13 01:46:08 main:581] : INFO : Epoch 1599 | loss: 0.0310581 | val_loss: 0.0311128 | Time: 2018.37 ms [2022-04-13 01:46:10 main:581] : INFO : Epoch 1600 | loss: 0.0310599 | val_loss: 0.0311201 | Time: 2022.25 ms [2022-04-13 01:46:12 main:581] : INFO : Epoch 1601 | loss: 0.0310635 | val_loss: 0.0311122 | Time: 2002.12 ms [2022-04-13 01:46:14 main:581] : INFO : Epoch 1602 | loss: 0.031066 | val_loss: 0.0311139 | Time: 1971.43 ms [2022-04-13 01:46:16 main:581] : INFO : Epoch 1603 | loss: 0.0310646 | val_loss: 0.0311181 | Time: 2005.59 ms [2022-04-13 01:46:18 main:581] : INFO : Epoch 1604 | loss: 0.0310628 | val_loss: 0.0311157 | Time: 2046.98 ms [2022-04-13 01:46:21 main:581] : INFO : Epoch 1605 | loss: 0.031066 | val_loss: 0.0311242 | Time: 2043.93 ms [2022-04-13 01:46:23 main:581] : INFO : Epoch 1606 | loss: 0.0310626 | val_loss: 0.0311242 | Time: 1995.32 ms [2022-04-13 01:46:25 main:581] : INFO : Epoch 1607 | loss: 0.0310659 | val_loss: 0.0311296 | Time: 2012.77 ms [2022-04-13 01:46:27 main:581] : INFO : Epoch 1608 | loss: 0.0310739 | val_loss: 0.0311259 | Time: 2011.31 ms [2022-04-13 01:46:29 main:581] : INFO : Epoch 1609 | loss: 0.0310664 | val_loss: 0.0311178 | Time: 2018.55 ms [2022-04-13 01:46:31 main:581] : INFO : Epoch 1610 | loss: 0.0310702 | val_loss: 0.0311395 | Time: 2021.02 ms [2022-04-13 01:46:33 main:581] : INFO : Epoch 1611 | loss: 0.0310703 | val_loss: 0.0311178 | Time: 2008.26 ms [2022-04-13 01:46:35 main:581] : INFO : Epoch 1612 | loss: 0.0310651 | val_loss: 0.0311237 | Time: 2056.96 ms [2022-04-13 01:46:37 main:581] : INFO : Epoch 1613 | loss: 0.0310713 | val_loss: 0.0311206 | Time: 1999.92 ms [2022-04-13 01:46:39 main:581] : INFO : Epoch 1614 | loss: 0.0310635 | val_loss: 0.0311111 | Time: 2044.72 ms [2022-04-13 01:46:41 main:581] : INFO : Epoch 1615 | loss: 0.0310668 | val_loss: 0.0311179 | Time: 2054.22 ms [2022-04-13 01:46:43 main:581] : INFO : Epoch 1616 | loss: 0.0310699 | val_loss: 0.0311206 | Time: 2016.66 ms [2022-04-13 01:46:45 main:581] : INFO : Epoch 1617 | loss: 0.0310724 | val_loss: 0.0311308 | Time: 2054.44 ms [2022-04-13 01:46:47 main:581] : INFO : Epoch 1618 | loss: 0.0310655 | val_loss: 0.0311202 | Time: 2028.04 ms [2022-04-13 01:46:49 main:581] : INFO : Epoch 1619 | loss: 0.0310671 | val_loss: 0.0311176 | Time: 2042.44 ms [2022-04-13 01:46:51 main:581] : INFO : Epoch 1620 | loss: 0.0310629 | val_loss: 0.03112 | Time: 2016.39 ms [2022-04-13 01:46:53 main:581] : INFO : Epoch 1621 | loss: 0.0310653 | val_loss: 0.0311261 | Time: 2025.2 ms [2022-04-13 01:46:55 main:581] : INFO : Epoch 1622 | loss: 0.0310648 | val_loss: 0.0311253 | Time: 2014.89 ms [2022-04-13 01:46:57 main:581] : INFO : Epoch 1623 | loss: 0.0310661 | val_loss: 0.0311292 | Time: 2029.29 ms [2022-04-13 01:46:59 main:581] : INFO : Epoch 1624 | loss: 0.0310677 | val_loss: 0.0311173 | Time: 1999.36 ms [2022-04-13 01:47:01 main:581] : INFO : Epoch 1625 | loss: 0.0310627 | val_loss: 0.0311131 | Time: 2035.78 ms [2022-04-13 01:47:03 main:581] : INFO : Epoch 1626 | loss: 0.0310611 | val_loss: 0.0311162 | Time: 2037.18 ms [2022-04-13 01:47:05 main:581] : INFO : Epoch 1627 | loss: 0.0310571 | val_loss: 0.031116 | Time: 2047.91 ms [2022-04-13 01:47:07 main:581] : INFO : Epoch 1628 | loss: 0.0310564 | val_loss: 0.0311281 | Time: 2022.69 ms [2022-04-13 01:47:09 main:581] : INFO : Epoch 1629 | loss: 0.031059 | val_loss: 0.0311156 | Time: 2017.29 ms [2022-04-13 01:47:11 main:581] : INFO : Epoch 1630 | loss: 0.0310572 | val_loss: 0.0311167 | Time: 2039.85 ms [2022-04-13 01:47:13 main:581] : INFO : Epoch 1631 | loss: 0.0310572 | val_loss: 0.0311165 | Time: 2003.19 ms [2022-04-13 01:47:15 main:581] : INFO : Epoch 1632 | loss: 0.0310699 | val_loss: 0.0311178 | Time: 1992.74 ms [2022-04-13 01:47:17 main:581] : INFO : Epoch 1633 | loss: 0.031066 | val_loss: 0.0311264 | Time: 2042.22 ms [2022-04-13 01:47:19 main:581] : INFO : Epoch 1634 | loss: 0.0310622 | val_loss: 0.0311192 | Time: 2007.84 ms [2022-04-13 01:47:21 main:581] : INFO : Epoch 1635 | loss: 0.0310601 | val_loss: 0.0311212 | Time: 1997.09 ms [2022-04-13 01:47:23 main:581] : INFO : Epoch 1636 | loss: 0.0310645 | val_loss: 0.0311186 | Time: 1988.39 ms [2022-04-13 01:47:25 main:581] : INFO : Epoch 1637 | loss: 0.0310662 | val_loss: 0.03113 | Time: 2016.56 ms [2022-04-13 01:47:27 main:581] : INFO : Epoch 1638 | loss: 0.0310627 | val_loss: 0.0311101 | Time: 2031.91 ms [2022-04-13 01:47:29 main:581] : INFO : Epoch 1639 | loss: 0.0310617 | val_loss: 0.0311241 | Time: 2047.46 ms [2022-04-13 01:47:31 main:581] : INFO : Epoch 1640 | loss: 0.0310627 | val_loss: 0.0311171 | Time: 2054.97 ms [2022-04-13 01:47:33 main:581] : INFO : Epoch 1641 | loss: 0.0310579 | val_loss: 0.0311261 | Time: 2041.3 ms [2022-04-13 01:47:35 main:581] : INFO : Epoch 1642 | loss: 0.031055 | val_loss: 0.0311201 | Time: 1991.23 ms [2022-04-13 01:47:37 main:581] : INFO : Epoch 1643 | loss: 0.0310607 | val_loss: 0.0311332 | Time: 1989.12 ms [2022-04-13 01:47:39 main:581] : INFO : Epoch 1644 | loss: 0.0310574 | val_loss: 0.0311266 | Time: 2034.89 ms [2022-04-13 01:47:41 main:581] : INFO : Epoch 1645 | loss: 0.0310583 | val_loss: 0.0311213 | Time: 2000.8 ms [2022-04-13 01:47:43 main:581] : INFO : Epoch 1646 | loss: 0.0310568 | val_loss: 0.0311245 | Time: 2015.14 ms [2022-04-13 01:47:45 main:581] : INFO : Epoch 1647 | loss: 0.0310568 | val_loss: 0.0311199 | Time: 1961.06 ms [2022-04-13 01:47:47 main:581] : INFO : Epoch 1648 | loss: 0.0310607 | val_loss: 0.0311211 | Time: 2022.79 ms [2022-04-13 01:47:49 main:581] : INFO : Epoch 1649 | loss: 0.0310601 | val_loss: 0.031131 | Time: 2036.98 ms [2022-04-13 01:47:52 main:581] : INFO : Epoch 1650 | loss: 0.0310589 | val_loss: 0.0311163 | Time: 2049.33 ms [2022-04-13 01:47:54 main:581] : INFO : Epoch 1651 | loss: 0.0310565 | val_loss: 0.0311251 | Time: 1999.64 ms [2022-04-13 01:47:56 main:581] : INFO : Epoch 1652 | loss: 0.0310534 | val_loss: 0.0311291 | Time: 2023.44 ms [2022-04-13 01:47:58 main:581] : INFO : Epoch 1653 | loss: 0.0310581 | val_loss: 0.0311231 | Time: 2006.05 ms [2022-04-13 01:48:00 main:581] : INFO : Epoch 1654 | loss: 0.0310627 | val_loss: 0.0311177 | Time: 2030.53 ms [2022-04-13 01:48:02 main:581] : INFO : Epoch 1655 | loss: 0.0310662 | val_loss: 0.0311218 | Time: 2026.64 ms [2022-04-13 01:48:04 main:581] : INFO : Epoch 1656 | loss: 0.0310631 | val_loss: 0.0311228 | Time: 2017.93 ms [2022-04-13 01:48:06 main:581] : INFO : Epoch 1657 | loss: 0.0310623 | val_loss: 0.0311181 | Time: 2054.89 ms [2022-04-13 01:48:08 main:581] : INFO : Epoch 1658 | loss: 0.0310662 | val_loss: 0.0311296 | Time: 2045.37 ms [2022-04-13 01:48:10 main:581] : INFO : Epoch 1659 | loss: 0.0310635 | val_loss: 0.031127 | Time: 1970.11 ms [2022-04-13 01:48:12 main:581] : INFO : Epoch 1660 | loss: 0.031066 | val_loss: 0.031123 | Time: 2014.84 ms [2022-04-13 01:48:14 main:581] : INFO : Epoch 1661 | loss: 0.0310664 | val_loss: 0.0311358 | Time: 1970.25 ms [2022-04-13 01:48:16 main:581] : INFO : Epoch 1662 | loss: 0.0310644 | val_loss: 0.031138 | Time: 1945.4 ms [2022-04-13 01:48:18 main:581] : INFO : Epoch 1663 | loss: 0.0310609 | val_loss: 0.0311186 | Time: 1996.35 ms [2022-04-13 01:48:20 main:581] : INFO : Epoch 1664 | loss: 0.0310576 | val_loss: 0.0311418 | Time: 1974.51 ms [2022-04-13 01:48:22 main:581] : INFO : Epoch 1665 | loss: 0.0310549 | val_loss: 0.0311162 | Time: 1957.7 ms [2022-04-13 01:48:23 main:581] : INFO : Epoch 1666 | loss: 0.031059 | val_loss: 0.031115 | Time: 1925.22 ms [2022-04-13 01:48:25 main:581] : INFO : Epoch 1667 | loss: 0.0310598 | val_loss: 0.0311152 | Time: 1963.19 ms [2022-04-13 01:48:27 main:581] : INFO : Epoch 1668 | loss: 0.0310582 | val_loss: 0.0311129 | Time: 1943.74 ms [2022-04-13 01:48:29 main:581] : INFO : Epoch 1669 | loss: 0.0310556 | val_loss: 0.0311191 | Time: 2020.1 ms [2022-04-13 01:48:31 main:581] : INFO : Epoch 1670 | loss: 0.0310591 | val_loss: 0.0311268 | Time: 2014.76 ms [2022-04-13 01:48:33 main:581] : INFO : Epoch 1671 | loss: 0.0310565 | val_loss: 0.0311201 | Time: 1977.47 ms [2022-04-13 01:48:35 main:581] : INFO : Epoch 1672 | loss: 0.0310596 | val_loss: 0.0311171 | Time: 2004.86 ms [2022-04-13 01:48:37 main:581] : INFO : Epoch 1673 | loss: 0.0310632 | val_loss: 0.0311175 | Time: 2003.4 ms [2022-04-13 01:48:39 main:581] : INFO : Epoch 1674 | loss: 0.0310663 | val_loss: 0.0311171 | Time: 2015.61 ms [2022-04-13 01:48:41 main:581] : INFO : Epoch 1675 | loss: 0.0310654 | val_loss: 0.0311164 | Time: 2029.03 ms [2022-04-13 01:48:43 main:581] : INFO : Epoch 1676 | loss: 0.0310614 | val_loss: 0.0311201 | Time: 1992.88 ms [2022-04-13 01:48:45 main:581] : INFO : Epoch 1677 | loss: 0.031063 | val_loss: 0.0311149 | Time: 1995.95 ms [2022-04-13 01:48:47 main:581] : INFO : Epoch 1678 | loss: 0.0310681 | val_loss: 0.0311157 | Time: 1986.1 ms [2022-04-13 01:48:49 main:581] : INFO : Epoch 1679 | loss: 0.0310638 | val_loss: 0.03112 | Time: 1977.76 ms [2022-04-13 01:48:51 main:581] : INFO : Epoch 1680 | loss: 0.0310666 | val_loss: 0.0311173 | Time: 1972.93 ms [2022-04-13 01:48:53 main:581] : INFO : Epoch 1681 | loss: 0.0310606 | val_loss: 0.0311123 | Time: 1997.93 ms [2022-04-13 01:48:55 main:581] : INFO : Epoch 1682 | loss: 0.031062 | val_loss: 0.0311045 | Time: 1957.09 ms [2022-04-13 01:48:57 main:581] : INFO : Epoch 1683 | loss: 0.0310592 | val_loss: 0.0311181 | Time: 2034.13 ms [2022-04-13 01:48:59 main:581] : INFO : Epoch 1684 | loss: 0.0310599 | val_loss: 0.0311122 | Time: 2025.97 ms [2022-04-13 01:49:01 main:581] : INFO : Epoch 1685 | loss: 0.0310636 | val_loss: 0.0311103 | Time: 2013.95 ms [2022-04-13 01:49:03 main:581] : INFO : Epoch 1686 | loss: 0.0310681 | val_loss: 0.0311231 | Time: 2031.85 ms [2022-04-13 01:49:05 main:581] : INFO : Epoch 1687 | loss: 0.0310633 | val_loss: 0.0311106 | Time: 1972.44 ms [2022-04-13 01:49:07 main:581] : INFO : Epoch 1688 | loss: 0.0310654 | val_loss: 0.0311113 | Time: 1976.87 ms [2022-04-13 01:49:09 main:581] : INFO : Epoch 1689 | loss: 0.0310596 | val_loss: 0.0311175 | Time: 2035.11 ms [2022-04-13 01:49:11 main:581] : INFO : Epoch 1690 | loss: 0.0310595 | val_loss: 0.0311249 | Time: 2040.96 ms [2022-04-13 01:49:13 main:581] : INFO : Epoch 1691 | loss: 0.0310575 | val_loss: 0.0311097 | Time: 2005.45 ms [2022-04-13 01:49:16 main:581] : INFO : Epoch 1692 | loss: 0.0310552 | val_loss: 0.0311282 | Time: 2033.59 ms [2022-04-13 01:49:18 main:581] : INFO : Epoch 1693 | loss: 0.0310529 | val_loss: 0.0311211 | Time: 1985.58 ms [2022-04-13 01:49:20 main:581] : INFO : Epoch 1694 | loss: 0.0310532 | val_loss: 0.0311239 | Time: 2011.96 ms [2022-04-13 01:49:22 main:581] : INFO : Epoch 1695 | loss: 0.0310557 | val_loss: 0.0311162 | Time: 2003.58 ms [2022-04-13 01:49:24 main:581] : INFO : Epoch 1696 | loss: 0.0310543 | val_loss: 0.0311167 | Time: 1997.35 ms [2022-04-13 01:49:26 main:581] : INFO : Epoch 1697 | loss: 0.031056 | val_loss: 0.0311176 | Time: 2043.13 ms [2022-04-13 01:49:28 main:581] : INFO : Epoch 1698 | loss: 0.031055 | val_loss: 0.031114 | Time: 2015.52 ms [2022-04-13 01:49:30 main:581] : INFO : Epoch 1699 | loss: 0.0310541 | val_loss: 0.0311157 | Time: 2011.15 ms [2022-04-13 01:49:32 main:581] : INFO : Epoch 1700 | loss: 0.0310522 | val_loss: 0.0311194 | Time: 2009.56 ms [2022-04-13 01:49:34 main:581] : INFO : Epoch 1701 | loss: 0.0310535 | val_loss: 0.0311288 | Time: 2022.7 ms [2022-04-13 01:49:36 main:581] : INFO : Epoch 1702 | loss: 0.0310578 | val_loss: 0.0311153 | Time: 2035.02 ms [2022-04-13 01:49:38 main:581] : INFO : Epoch 1703 | loss: 0.0310614 | val_loss: 0.0311219 | Time: 2001.01 ms [2022-04-13 01:49:40 main:581] : INFO : Epoch 1704 | loss: 0.0310565 | val_loss: 0.0311195 | Time: 1985.64 ms [2022-04-13 01:49:42 main:581] : INFO : Epoch 1705 | loss: 0.031053 | val_loss: 0.0311248 | Time: 2026.64 ms [2022-04-13 01:49:44 main:581] : INFO : Epoch 1706 | loss: 0.0310538 | val_loss: 0.0311186 | Time: 2047.7 ms [2022-04-13 01:49:46 main:581] : INFO : Epoch 1707 | loss: 0.031052 | val_loss: 0.0311151 | Time: 1995.05 ms [2022-04-13 01:49:48 main:581] : INFO : Epoch 1708 | loss: 0.0310535 | val_loss: 0.0311158 | Time: 1999.57 ms [2022-04-13 01:49:50 main:581] : INFO : Epoch 1709 | loss: 0.0310619 | val_loss: 0.0311139 | Time: 1984.51 ms [2022-04-13 01:49:52 main:581] : INFO : Epoch 1710 | loss: 0.0310638 | val_loss: 0.0311211 | Time: 1988.55 ms [2022-04-13 01:49:54 main:581] : INFO : Epoch 1711 | loss: 0.0310586 | val_loss: 0.0311128 | Time: 1965.79 ms [2022-04-13 01:49:56 main:581] : INFO : Epoch 1712 | loss: 0.0310605 | val_loss: 0.0311199 | Time: 2007.76 ms [2022-04-13 01:49:58 main:581] : INFO : Epoch 1713 | loss: 0.0310594 | val_loss: 0.0311098 | Time: 2009.34 ms [2022-04-13 01:50:00 main:581] : INFO : Epoch 1714 | loss: 0.0310557 | val_loss: 0.0311184 | Time: 2012.26 ms [2022-04-13 01:50:02 main:581] : INFO : Epoch 1715 | loss: 0.031055 | val_loss: 0.0311194 | Time: 2023.46 ms [2022-04-13 01:50:04 main:581] : INFO : Epoch 1716 | loss: 0.031059 | val_loss: 0.0311154 | Time: 2009.23 ms [2022-04-13 01:50:06 main:581] : INFO : Epoch 1717 | loss: 0.0310565 | val_loss: 0.0311136 | Time: 2030.72 ms [2022-04-13 01:50:08 main:581] : INFO : Epoch 1718 | loss: 0.0310557 | val_loss: 0.03111 | Time: 2017.93 ms [2022-04-13 01:50:10 main:581] : INFO : Epoch 1719 | loss: 0.0310652 | val_loss: 0.0311287 | Time: 2028.46 ms [2022-04-13 01:50:12 main:581] : INFO : Epoch 1720 | loss: 0.0310671 | val_loss: 0.031127 | Time: 2053.21 ms [2022-04-13 01:50:14 main:581] : INFO : Epoch 1721 | loss: 0.0310701 | val_loss: 0.03112 | Time: 2010.32 ms [2022-04-13 01:50:16 main:581] : INFO : Epoch 1722 | loss: 0.0310671 | val_loss: 0.0311129 | Time: 2003.19 ms [2022-04-13 01:50:18 main:581] : INFO : Epoch 1723 | loss: 0.0310691 | val_loss: 0.0311108 | Time: 1965.12 ms [2022-04-13 01:50:20 main:581] : INFO : Epoch 1724 | loss: 0.0310654 | val_loss: 0.0311151 | Time: 2053.92 ms [2022-04-13 01:50:22 main:581] : INFO : Epoch 1725 | loss: 0.0310617 | val_loss: 0.0311318 | Time: 1977.95 ms [2022-04-13 01:50:24 main:581] : INFO : Epoch 1726 | loss: 0.0310605 | val_loss: 0.0311186 | Time: 2019.25 ms [2022-04-13 01:50:26 main:581] : INFO : Epoch 1727 | loss: 0.0310559 | val_loss: 0.0311266 | Time: 2032.25 ms [2022-04-13 01:50:28 main:581] : INFO : Epoch 1728 | loss: 0.0310584 | val_loss: 0.0311248 | Time: 1950.75 ms [2022-04-13 01:50:30 main:581] : INFO : Epoch 1729 | loss: 0.0310608 | val_loss: 0.0311207 | Time: 1983.04 ms [2022-04-13 01:50:32 main:581] : INFO : Epoch 1730 | loss: 0.031053 | val_loss: 0.0311179 | Time: 1999.45 ms [2022-04-13 01:50:34 main:581] : INFO : Epoch 1731 | loss: 0.0310515 | val_loss: 0.0311334 | Time: 1967.4 ms [2022-04-13 01:50:36 main:581] : INFO : Epoch 1732 | loss: 0.0310537 | val_loss: 0.0311329 | Time: 2016.51 ms [2022-04-13 01:50:38 main:581] : INFO : Epoch 1733 | loss: 0.0310536 | val_loss: 0.0311316 | Time: 2006.46 ms [2022-04-13 01:50:40 main:581] : INFO : Epoch 1734 | loss: 0.0310601 | val_loss: 0.0311243 | Time: 1972.49 ms [2022-04-13 01:50:42 main:581] : INFO : Epoch 1735 | loss: 0.031058 | val_loss: 0.0311245 | Time: 2011.91 ms [2022-04-13 01:50:44 main:581] : INFO : Epoch 1736 | loss: 0.0310558 | val_loss: 0.0311242 | Time: 1993.64 ms [2022-04-13 01:50:46 main:581] : INFO : Epoch 1737 | loss: 0.031057 | val_loss: 0.031125 | Time: 1987.36 ms [2022-04-13 01:50:48 main:581] : INFO : Epoch 1738 | loss: 0.0310556 | val_loss: 0.031113 | Time: 2002.71 ms [2022-04-13 01:50:50 main:581] : INFO : Epoch 1739 | loss: 0.0310553 | val_loss: 0.0311195 | Time: 2015.05 ms [2022-04-13 01:50:52 main:581] : INFO : Epoch 1740 | loss: 0.0310567 | val_loss: 0.0311189 | Time: 2021.96 ms [2022-04-13 01:50:54 main:581] : INFO : Epoch 1741 | loss: 0.0310501 | val_loss: 0.0311138 | Time: 2000.75 ms [2022-04-13 01:50:56 main:581] : INFO : Epoch 1742 | loss: 0.0310542 | val_loss: 0.0311264 | Time: 2067.91 ms [2022-04-13 01:50:58 main:581] : INFO : Epoch 1743 | loss: 0.031053 | val_loss: 0.0311249 | Time: 2032.72 ms [2022-04-13 01:51:00 main:581] : INFO : Epoch 1744 | loss: 0.0310585 | val_loss: 0.0311276 | Time: 2035.45 ms [2022-04-13 01:51:02 main:581] : INFO : Epoch 1745 | loss: 0.0310664 | val_loss: 0.0311295 | Time: 2028.95 ms [2022-04-13 01:51:04 main:581] : INFO : Epoch 1746 | loss: 0.0310563 | val_loss: 0.031124 | Time: 1995.55 ms [2022-04-13 01:51:06 main:581] : INFO : Epoch 1747 | loss: 0.0310537 | val_loss: 0.0311062 | Time: 1969.71 ms [2022-04-13 01:51:08 main:581] : INFO : Epoch 1748 | loss: 0.0310515 | val_loss: 0.031117 | Time: 1923.9 ms [2022-04-13 01:51:10 main:581] : INFO : Epoch 1749 | loss: 0.0310547 | val_loss: 0.031132 | Time: 2020.75 ms [2022-04-13 01:51:12 main:581] : INFO : Epoch 1750 | loss: 0.0310543 | val_loss: 0.031117 | Time: 2028.16 ms [2022-04-13 01:51:14 main:581] : INFO : Epoch 1751 | loss: 0.031049 | val_loss: 0.0311119 | Time: 2009.21 ms [2022-04-13 01:51:16 main:581] : INFO : Epoch 1752 | loss: 0.031051 | val_loss: 0.0311223 | Time: 1983.3 ms [2022-04-13 01:51:18 main:581] : INFO : Epoch 1753 | loss: 0.0310582 | val_loss: 0.0311247 | Time: 2041.03 ms [2022-04-13 01:51:20 main:581] : INFO : Epoch 1754 | loss: 0.0310677 | val_loss: 0.0311289 | Time: 2030.37 ms [2022-04-13 01:51:22 main:581] : INFO : Epoch 1755 | loss: 0.0310661 | val_loss: 0.0311191 | Time: 2025.35 ms [2022-04-13 01:51:24 main:581] : INFO : Epoch 1756 | loss: 0.0310601 | val_loss: 0.0311357 | Time: 2020.05 ms [2022-04-13 01:51:26 main:581] : INFO : Epoch 1757 | loss: 0.0310615 | val_loss: 0.0311128 | Time: 2017.99 ms [2022-04-13 01:51:28 main:581] : INFO : Epoch 1758 | loss: 0.031062 | val_loss: 0.0311225 | Time: 2032.1 ms [2022-04-13 01:51:30 main:581] : INFO : Epoch 1759 | loss: 0.0310671 | val_loss: 0.0311128 | Time: 2049.59 ms [2022-04-13 01:51:32 main:581] : INFO : Epoch 1760 | loss: 0.0310655 | val_loss: 0.0311366 | Time: 2008.57 ms [2022-04-13 01:51:34 main:581] : INFO : Epoch 1761 | loss: 0.0310609 | val_loss: 0.0311067 | Time: 2036.42 ms [2022-04-13 01:51:36 main:581] : INFO : Epoch 1762 | loss: 0.0310573 | val_loss: 0.0311146 | Time: 2029.61 ms [2022-04-13 01:51:38 main:581] : INFO : Epoch 1763 | loss: 0.0310549 | val_loss: 0.0311154 | Time: 1984.2 ms [2022-04-13 01:51:40 main:581] : INFO : Epoch 1764 | loss: 0.0310541 | val_loss: 0.0311153 | Time: 1993.84 ms [2022-04-13 01:51:42 main:581] : INFO : Epoch 1765 | loss: 0.0310598 | val_loss: 0.031127 | Time: 1998.43 ms [2022-04-13 01:51:44 main:581] : INFO : Epoch 1766 | loss: 0.0310657 | val_loss: 0.0311083 | Time: 2000.32 ms [2022-04-13 01:51:46 main:581] : INFO : Epoch 1767 | loss: 0.0310578 | val_loss: 0.0311138 | Time: 1970.03 ms [2022-04-13 01:51:48 main:581] : INFO : Epoch 1768 | loss: 0.0310523 | val_loss: 0.0311109 | Time: 1954.04 ms [2022-04-13 01:51:50 main:581] : INFO : Epoch 1769 | loss: 0.03105 | val_loss: 0.0311139 | Time: 2006.11 ms [2022-04-13 01:51:52 main:581] : INFO : Epoch 1770 | loss: 0.0310516 | val_loss: 0.031115 | Time: 1979.64 ms [2022-04-13 01:51:54 main:581] : INFO : Epoch 1771 | loss: 0.0310485 | val_loss: 0.0311208 | Time: 2035.42 ms [2022-04-13 01:51:56 main:581] : INFO : Epoch 1772 | loss: 0.0310501 | val_loss: 0.0311145 | Time: 1919.06 ms [2022-04-13 01:51:58 main:581] : INFO : Epoch 1773 | loss: 0.0310499 | val_loss: 0.0311258 | Time: 2021.29 ms [2022-04-13 01:52:00 main:581] : INFO : Epoch 1774 | loss: 0.0310522 | val_loss: 0.0311144 | Time: 2005.41 ms [2022-04-13 01:52:02 main:581] : INFO : Epoch 1775 | loss: 0.0310625 | val_loss: 0.0311099 | Time: 2005.65 ms [2022-04-13 01:52:04 main:581] : INFO : Epoch 1776 | loss: 0.0310673 | val_loss: 0.0311261 | Time: 2006.02 ms [2022-04-13 01:52:06 main:581] : INFO : Epoch 1777 | loss: 0.0310638 | val_loss: 0.0311097 | Time: 1999.98 ms [2022-04-13 01:52:08 main:581] : INFO : Epoch 1778 | loss: 0.0310579 | val_loss: 0.031139 | Time: 1973.73 ms [2022-04-13 01:52:10 main:581] : INFO : Epoch 1779 | loss: 0.0310587 | val_loss: 0.0311241 | Time: 1949.49 ms [2022-04-13 01:52:12 main:581] : INFO : Epoch 1780 | loss: 0.0310607 | val_loss: 0.0311176 | Time: 1983.61 ms [2022-04-13 01:52:14 main:581] : INFO : Epoch 1781 | loss: 0.0310545 | val_loss: 0.0311226 | Time: 1994.47 ms [2022-04-13 01:52:16 main:581] : INFO : Epoch 1782 | loss: 0.0310529 | val_loss: 0.0311203 | Time: 1977.85 ms [2022-04-13 01:52:18 main:581] : INFO : Epoch 1783 | loss: 0.0310505 | val_loss: 0.0311171 | Time: 1948.08 ms [2022-04-13 01:52:20 main:581] : INFO : Epoch 1784 | loss: 0.0310512 | val_loss: 0.0311148 | Time: 1949.64 ms [2022-04-13 01:52:22 main:581] : INFO : Epoch 1785 | loss: 0.0310519 | val_loss: 0.0311121 | Time: 1983.47 ms [2022-04-13 01:52:24 main:581] : INFO : Epoch 1786 | loss: 0.0310518 | val_loss: 0.0311282 | Time: 1998.84 ms [2022-04-13 01:52:26 main:581] : INFO : Epoch 1787 | loss: 0.0310545 | val_loss: 0.0311274 | Time: 1938.52 ms [2022-04-13 01:52:28 main:581] : INFO : Epoch 1788 | loss: 0.0310547 | val_loss: 0.0311073 | Time: 1991.47 ms [2022-04-13 01:52:30 main:581] : INFO : Epoch 1789 | loss: 0.0310515 | val_loss: 0.0311196 | Time: 1949.17 ms [2022-04-13 01:52:32 main:581] : INFO : Epoch 1790 | loss: 0.031049 | val_loss: 0.0311124 | Time: 1983.41 ms [2022-04-13 01:52:34 main:581] : INFO : Epoch 1791 | loss: 0.0310539 | val_loss: 0.0311132 | Time: 1992.68 ms [2022-04-13 01:52:36 main:581] : INFO : Epoch 1792 | loss: 0.0310633 | val_loss: 0.0311145 | Time: 1973.42 ms [2022-04-13 01:52:38 main:581] : INFO : Epoch 1793 | loss: 0.0310573 | val_loss: 0.0311223 | Time: 2007.6 ms [2022-04-13 01:52:40 main:581] : INFO : Epoch 1794 | loss: 0.0310531 | val_loss: 0.0311189 | Time: 1977.62 ms [2022-04-13 01:52:42 main:581] : INFO : Epoch 1795 | loss: 0.0310493 | val_loss: 0.0311187 | Time: 2008.43 ms [2022-04-13 01:52:44 main:581] : INFO : Epoch 1796 | loss: 0.0310464 | val_loss: 0.0311237 | Time: 2013.38 ms [2022-04-13 01:52:46 main:581] : INFO : Epoch 1797 | loss: 0.0310473 | val_loss: 0.0311104 | Time: 2009.26 ms [2022-04-13 01:52:48 main:581] : INFO : Epoch 1798 | loss: 0.0310481 | val_loss: 0.0311255 | Time: 2038.95 ms [2022-04-13 01:52:50 main:581] : INFO : Epoch 1799 | loss: 0.0310573 | val_loss: 0.0311141 | Time: 2027.34 ms [2022-04-13 01:52:52 main:581] : INFO : Epoch 1800 | loss: 0.0310739 | val_loss: 0.0311246 | Time: 1954.6 ms [2022-04-13 01:52:54 main:581] : INFO : Epoch 1801 | loss: 0.0310871 | val_loss: 0.0311235 | Time: 2017.22 ms [2022-04-13 01:52:56 main:581] : INFO : Epoch 1802 | loss: 0.0310791 | val_loss: 0.0311151 | Time: 1961.27 ms [2022-04-13 01:52:58 main:581] : INFO : Epoch 1803 | loss: 0.0310686 | val_loss: 0.0311364 | Time: 2029.97 ms [2022-04-13 01:53:00 main:581] : INFO : Epoch 1804 | loss: 0.0310653 | val_loss: 0.0311112 | Time: 1994.15 ms [2022-04-13 01:53:02 main:581] : INFO : Epoch 1805 | loss: 0.0310639 | val_loss: 0.0311146 | Time: 1997.9 ms [2022-04-13 01:53:04 main:581] : INFO : Epoch 1806 | loss: 0.0310596 | val_loss: 0.0311234 | Time: 2001.81 ms [2022-04-13 01:53:06 main:581] : INFO : Epoch 1807 | loss: 0.031059 | val_loss: 0.0311255 | Time: 2030.99 ms [2022-04-13 01:53:08 main:581] : INFO : Epoch 1808 | loss: 0.03107 | val_loss: 0.0311244 | Time: 2004.11 ms [2022-04-13 01:53:10 main:581] : INFO : Epoch 1809 | loss: 0.0310664 | val_loss: 0.0311251 | Time: 2027.17 ms [2022-04-13 01:53:12 main:581] : INFO : Epoch 1810 | loss: 0.0310611 | val_loss: 0.0311188 | Time: 1989.96 ms [2022-04-13 01:53:14 main:581] : INFO : Epoch 1811 | loss: 0.031064 | val_loss: 0.0311139 | Time: 2007.2 ms [2022-04-13 01:53:16 main:581] : INFO : Epoch 1812 | loss: 0.0310728 | val_loss: 0.0311342 | Time: 1970.9 ms [2022-04-13 01:53:18 main:581] : INFO : Epoch 1813 | loss: 0.0310768 | val_loss: 0.0311154 | Time: 1994.14 ms [2022-04-13 01:53:20 main:581] : INFO : Epoch 1814 | loss: 0.0310731 | val_loss: 0.0311227 | Time: 1995.36 ms [2022-04-13 01:53:22 main:581] : INFO : Epoch 1815 | loss: 0.0310726 | val_loss: 0.0311072 | Time: 2009.55 ms [2022-04-13 01:53:24 main:581] : INFO : Epoch 1816 | loss: 0.0310659 | val_loss: 0.0311204 | Time: 1965.81 ms [2022-04-13 01:53:26 main:581] : INFO : Epoch 1817 | loss: 0.0310613 | val_loss: 0.0311154 | Time: 2009.85 ms [2022-04-13 01:53:28 main:581] : INFO : Epoch 1818 | loss: 0.0310591 | val_loss: 0.0311113 | Time: 2029.98 ms [2022-04-13 01:53:30 main:581] : INFO : Epoch 1819 | loss: 0.0310542 | val_loss: 0.0311118 | Time: 2014.65 ms [2022-04-13 01:53:32 main:581] : INFO : Epoch 1820 | loss: 0.0310564 | val_loss: 0.0311219 | Time: 1955.57 ms [2022-04-13 01:53:34 main:581] : INFO : Epoch 1821 | loss: 0.0310526 | val_loss: 0.0311178 | Time: 1989.56 ms [2022-04-13 01:53:36 main:581] : INFO : Epoch 1822 | loss: 0.031051 | val_loss: 0.0311137 | Time: 2038.05 ms [2022-04-13 01:53:38 main:581] : INFO : Epoch 1823 | loss: 0.0310488 | val_loss: 0.0311219 | Time: 2016.86 ms [2022-04-13 01:53:40 main:581] : INFO : Epoch 1824 | loss: 0.0310493 | val_loss: 0.0311296 | Time: 1940.24 ms [2022-04-13 01:53:42 main:581] : INFO : Epoch 1825 | loss: 0.0310496 | val_loss: 0.0311344 | Time: 1947.69 ms [2022-04-13 01:53:44 main:581] : INFO : Epoch 1826 | loss: 0.0310507 | val_loss: 0.0311199 | Time: 1977.8 ms [2022-04-13 01:53:46 main:581] : INFO : Epoch 1827 | loss: 0.0310558 | val_loss: 0.0311185 | Time: 1966.24 ms [2022-04-13 01:53:48 main:581] : INFO : Epoch 1828 | loss: 0.0310547 | val_loss: 0.0311303 | Time: 2000.37 ms [2022-04-13 01:53:50 main:581] : INFO : Epoch 1829 | loss: 0.0310584 | val_loss: 0.0311106 | Time: 1992.25 ms [2022-04-13 01:53:52 main:581] : INFO : Epoch 1830 | loss: 0.0310563 | val_loss: 0.031125 | Time: 2024.06 ms [2022-04-13 01:53:54 main:581] : INFO : Epoch 1831 | loss: 0.031053 | val_loss: 0.031121 | Time: 2018.17 ms [2022-04-13 01:53:56 main:581] : INFO : Epoch 1832 | loss: 0.0310586 | val_loss: 0.031112 | Time: 1983.7 ms [2022-04-13 01:53:58 main:581] : INFO : Epoch 1833 | loss: 0.031062 | val_loss: 0.0311225 | Time: 1964.61 ms [2022-04-13 01:54:00 main:581] : INFO : Epoch 1834 | loss: 0.031059 | val_loss: 0.0311162 | Time: 2020.98 ms [2022-04-13 01:54:02 main:581] : INFO : Epoch 1835 | loss: 0.0310522 | val_loss: 0.0311151 | Time: 1974.25 ms [2022-04-13 01:54:04 main:581] : INFO : Epoch 1836 | loss: 0.0310517 | val_loss: 0.0311204 | Time: 2011.04 ms [2022-04-13 01:54:06 main:581] : INFO : Epoch 1837 | loss: 0.0310506 | val_loss: 0.0311193 | Time: 1954.3 ms [2022-04-13 01:54:08 main:581] : INFO : Epoch 1838 | loss: 0.031052 | val_loss: 0.0311167 | Time: 1971.64 ms [2022-04-13 01:54:10 main:581] : INFO : Epoch 1839 | loss: 0.0310511 | val_loss: 0.0311168 | Time: 1953.57 ms [2022-04-13 01:54:12 main:581] : INFO : Epoch 1840 | loss: 0.0310518 | val_loss: 0.0311264 | Time: 1992.43 ms [2022-04-13 01:54:14 main:581] : INFO : Epoch 1841 | loss: 0.0310506 | val_loss: 0.031119 | Time: 1969.01 ms [2022-04-13 01:54:16 main:581] : INFO : Epoch 1842 | loss: 0.0310609 | val_loss: 0.0311186 | Time: 2026.15 ms [2022-04-13 01:54:17 main:581] : INFO : Epoch 1843 | loss: 0.0310621 | val_loss: 0.0311346 | Time: 1939.63 ms [2022-04-13 01:54:19 main:581] : INFO : Epoch 1844 | loss: 0.0310568 | val_loss: 0.0311182 | Time: 2002.77 ms [2022-04-13 01:54:21 main:581] : INFO : Epoch 1845 | loss: 0.0310565 | val_loss: 0.0311299 | Time: 1970 ms [2022-04-13 01:54:23 main:581] : INFO : Epoch 1846 | loss: 0.0310558 | val_loss: 0.0311227 | Time: 1951.46 ms [2022-04-13 01:54:25 main:581] : INFO : Epoch 1847 | loss: 0.0310503 | val_loss: 0.0311203 | Time: 2014.63 ms [2022-04-13 01:54:27 main:581] : INFO : Epoch 1848 | loss: 0.0310514 | val_loss: 0.0311185 | Time: 1973.85 ms [2022-04-13 01:54:29 main:581] : INFO : Epoch 1849 | loss: 0.0310526 | val_loss: 0.0311127 | Time: 2000.24 ms [2022-04-13 01:54:31 main:581] : INFO : Epoch 1850 | loss: 0.0310537 | val_loss: 0.0311158 | Time: 1984.31 ms [2022-04-13 01:54:33 main:581] : INFO : Epoch 1851 | loss: 0.0310558 | val_loss: 0.0311217 | Time: 2010.32 ms [2022-04-13 01:54:35 main:581] : INFO : Epoch 1852 | loss: 0.0310529 | val_loss: 0.0311256 | Time: 1982.39 ms [2022-04-13 01:54:37 main:581] : INFO : Epoch 1853 | loss: 0.031057 | val_loss: 0.0311282 | Time: 1956.61 ms [2022-04-13 01:54:39 main:581] : INFO : Epoch 1854 | loss: 0.0310535 | val_loss: 0.0311161 | Time: 1940.45 ms [2022-04-13 01:54:41 main:581] : INFO : Epoch 1855 | loss: 0.031053 | val_loss: 0.0311282 | Time: 1923.51 ms [2022-04-13 01:54:43 main:581] : INFO : Epoch 1856 | loss: 0.0310521 | val_loss: 0.031134 | Time: 1938.71 ms [2022-04-13 01:54:45 main:581] : INFO : Epoch 1857 | loss: 0.031049 | val_loss: 0.0311281 | Time: 1999.54 ms [2022-04-13 01:54:47 main:581] : INFO : Epoch 1858 | loss: 0.031047 | val_loss: 0.0311197 | Time: 1980.69 ms [2022-04-13 01:54:49 main:581] : INFO : Epoch 1859 | loss: 0.0310478 | val_loss: 0.0311093 | Time: 1989.06 ms [2022-04-13 01:54:51 main:581] : INFO : Epoch 1860 | loss: 0.0310489 | val_loss: 0.0311161 | Time: 1972.51 ms [2022-04-13 01:54:53 main:581] : INFO : Epoch 1861 | loss: 0.0310607 | val_loss: 0.0311202 | Time: 2009.27 ms [2022-04-13 01:54:55 main:581] : INFO : Epoch 1862 | loss: 0.0310604 | val_loss: 0.0311167 | Time: 1957.19 ms [2022-04-13 01:54:57 main:581] : INFO : Epoch 1863 | loss: 0.0310595 | val_loss: 0.0311204 | Time: 1995.9 ms [2022-04-13 01:54:59 main:581] : INFO : Epoch 1864 | loss: 0.03106 | val_loss: 0.0311185 | Time: 1939.21 ms [2022-04-13 01:55:01 main:581] : INFO : Epoch 1865 | loss: 0.0310549 | val_loss: 0.0311221 | Time: 2000.6 ms [2022-04-13 01:55:03 main:581] : INFO : Epoch 1866 | loss: 0.0310601 | val_loss: 0.0311217 | Time: 1984.88 ms [2022-04-13 01:55:05 main:581] : INFO : Epoch 1867 | loss: 0.0310577 | val_loss: 0.0311152 | Time: 2003.28 ms [2022-04-13 01:55:07 main:581] : INFO : Epoch 1868 | loss: 0.0310543 | val_loss: 0.0311214 | Time: 2010.75 ms [2022-04-13 01:55:09 main:581] : INFO : Epoch 1869 | loss: 0.0310538 | val_loss: 0.0311129 | Time: 1992.44 ms [2022-04-13 01:55:11 main:581] : INFO : Epoch 1870 | loss: 0.031053 | val_loss: 0.0311287 | Time: 2021.38 ms [2022-04-13 01:55:13 main:581] : INFO : Epoch 1871 | loss: 0.0310608 | val_loss: 0.0311183 | Time: 2057.12 ms [2022-04-13 01:55:15 main:581] : INFO : Epoch 1872 | loss: 0.0310638 | val_loss: 0.0311146 | Time: 2050.9 ms [2022-04-13 01:55:17 main:581] : INFO : Epoch 1873 | loss: 0.0310645 | val_loss: 0.0311086 | Time: 1958.72 ms [2022-04-13 01:55:19 main:581] : INFO : Epoch 1874 | loss: 0.0310642 | val_loss: 0.0311159 | Time: 1982.9 ms [2022-04-13 01:55:21 main:581] : INFO : Epoch 1875 | loss: 0.0310632 | val_loss: 0.031122 | Time: 1948.03 ms [2022-04-13 01:55:23 main:581] : INFO : Epoch 1876 | loss: 0.0310601 | val_loss: 0.0311209 | Time: 2008.98 ms [2022-04-13 01:55:25 main:581] : INFO : Epoch 1877 | loss: 0.0310554 | val_loss: 0.0311229 | Time: 1984.96 ms [2022-04-13 01:55:27 main:581] : INFO : Epoch 1878 | loss: 0.0310583 | val_loss: 0.0311127 | Time: 1973.38 ms [2022-04-13 01:55:29 main:581] : INFO : Epoch 1879 | loss: 0.0310564 | val_loss: 0.0311162 | Time: 2004.66 ms [2022-04-13 01:55:31 main:581] : INFO : Epoch 1880 | loss: 0.0310559 | val_loss: 0.0311376 | Time: 2003.57 ms [2022-04-13 01:55:33 main:581] : INFO : Epoch 1881 | loss: 0.031057 | val_loss: 0.0311221 | Time: 2028.19 ms [2022-04-13 01:55:35 main:581] : INFO : Epoch 1882 | loss: 0.0310599 | val_loss: 0.031119 | Time: 1984.68 ms [2022-04-13 01:55:37 main:581] : INFO : Epoch 1883 | loss: 0.0310678 | val_loss: 0.0311207 | Time: 1969.02 ms [2022-04-13 01:55:39 main:581] : INFO : Epoch 1884 | loss: 0.0310611 | val_loss: 0.0311238 | Time: 1990.96 ms [2022-04-13 01:55:41 main:581] : INFO : Epoch 1885 | loss: 0.0310583 | val_loss: 0.0311322 | Time: 1995.21 ms [2022-04-13 01:55:43 main:581] : INFO : Epoch 1886 | loss: 0.0310592 | val_loss: 0.0311199 | Time: 2013.95 ms [2022-04-13 01:55:45 main:581] : INFO : Epoch 1887 | loss: 0.0310592 | val_loss: 0.0311117 | Time: 1962.72 ms [2022-04-13 01:55:47 main:581] : INFO : Epoch 1888 | loss: 0.0310632 | val_loss: 0.0311291 | Time: 2004.89 ms [2022-04-13 01:55:49 main:581] : INFO : Epoch 1889 | loss: 0.0310593 | val_loss: 0.0311157 | Time: 1979.3 ms [2022-04-13 01:55:51 main:581] : INFO : Epoch 1890 | loss: 0.0310596 | val_loss: 0.031123 | Time: 1987.39 ms [2022-04-13 01:55:53 main:581] : INFO : Epoch 1891 | loss: 0.0310699 | val_loss: 0.0311356 | Time: 1997.97 ms [2022-04-13 01:55:55 main:581] : INFO : Epoch 1892 | loss: 0.0310724 | val_loss: 0.0311324 | Time: 1980.36 ms [2022-04-13 01:55:57 main:581] : INFO : Epoch 1893 | loss: 0.0310659 | val_loss: 0.031126 | Time: 2012.44 ms [2022-04-13 01:55:59 main:581] : INFO : Epoch 1894 | loss: 0.0310595 | val_loss: 0.0311122 | Time: 1959.57 ms [2022-04-13 01:56:01 main:581] : INFO : Epoch 1895 | loss: 0.0310629 | val_loss: 0.0311195 | Time: 1987.39 ms [2022-04-13 01:56:03 main:581] : INFO : Epoch 1896 | loss: 0.0310624 | val_loss: 0.031122 | Time: 1983.75 ms [2022-04-13 01:56:05 main:581] : INFO : Epoch 1897 | loss: 0.0310612 | val_loss: 0.0311258 | Time: 2016.08 ms [2022-04-13 01:56:07 main:581] : INFO : Epoch 1898 | loss: 0.0310589 | val_loss: 0.0311271 | Time: 1976.07 ms [2022-04-13 01:56:09 main:581] : INFO : Epoch 1899 | loss: 0.0310586 | val_loss: 0.0311266 | Time: 2002.24 ms [2022-04-13 01:56:11 main:581] : INFO : Epoch 1900 | loss: 0.0310579 | val_loss: 0.0311268 | Time: 2047.92 ms [2022-04-13 01:56:13 main:581] : INFO : Epoch 1901 | loss: 0.0310576 | val_loss: 0.0311207 | Time: 2003.07 ms [2022-04-13 01:56:15 main:581] : INFO : Epoch 1902 | loss: 0.031054 | val_loss: 0.0311215 | Time: 1971.94 ms [2022-04-13 01:56:17 main:581] : INFO : Epoch 1903 | loss: 0.031059 | val_loss: 0.0311176 | Time: 1976.78 ms [2022-04-13 01:56:19 main:581] : INFO : Epoch 1904 | loss: 0.031063 | val_loss: 0.0311202 | Time: 2009.43 ms [2022-04-13 01:56:21 main:581] : INFO : Epoch 1905 | loss: 0.0310668 | val_loss: 0.0311327 | Time: 2011.15 ms [2022-04-13 01:56:23 main:581] : INFO : Epoch 1906 | loss: 0.0310702 | val_loss: 0.031131 | Time: 1996.99 ms [2022-04-13 01:56:25 main:581] : INFO : Epoch 1907 | loss: 0.0310629 | val_loss: 0.0311174 | Time: 1964.9 ms [2022-04-13 01:56:27 main:581] : INFO : Epoch 1908 | loss: 0.0310591 | val_loss: 0.0311232 | Time: 1994.08 ms [2022-04-13 01:56:29 main:581] : INFO : Epoch 1909 | loss: 0.0310585 | val_loss: 0.0311263 | Time: 2008.9 ms [2022-04-13 01:56:31 main:581] : INFO : Epoch 1910 | loss: 0.0310624 | val_loss: 0.0311293 | Time: 1947.51 ms [2022-04-13 01:56:33 main:581] : INFO : Epoch 1911 | loss: 0.0310661 | val_loss: 0.0311127 | Time: 2014.37 ms [2022-04-13 01:56:35 main:581] : INFO : Epoch 1912 | loss: 0.0310663 | val_loss: 0.031124 | Time: 2005.01 ms [2022-04-13 01:56:37 main:581] : INFO : Epoch 1913 | loss: 0.0310602 | val_loss: 0.0311345 | Time: 2001.7 ms [2022-04-13 01:56:39 main:581] : INFO : Epoch 1914 | loss: 0.0310556 | val_loss: 0.0311194 | Time: 2026.39 ms [2022-04-13 01:56:41 main:581] : INFO : Epoch 1915 | loss: 0.0310559 | val_loss: 0.0311134 | Time: 2005.18 ms [2022-04-13 01:56:43 main:581] : INFO : Epoch 1916 | loss: 0.0310617 | val_loss: 0.0311217 | Time: 2025.6 ms [2022-04-13 01:56:45 main:581] : INFO : Epoch 1917 | loss: 0.0310693 | val_loss: 0.0311191 | Time: 2034.38 ms [2022-04-13 01:56:47 main:581] : INFO : Epoch 1918 | loss: 0.0310701 | val_loss: 0.0311229 | Time: 2010.06 ms [2022-04-13 01:56:49 main:581] : INFO : Epoch 1919 | loss: 0.0310637 | val_loss: 0.0311327 | Time: 1986.59 ms [2022-04-13 01:56:51 main:581] : INFO : Epoch 1920 | loss: 0.031065 | val_loss: 0.0311191 | Time: 1992.14 ms [2022-04-13 01:56:53 main:581] : INFO : Epoch 1921 | loss: 0.0310666 | val_loss: 0.031125 | Time: 1997.51 ms [2022-04-13 01:56:55 main:581] : INFO : Epoch 1922 | loss: 0.0310645 | val_loss: 0.0311295 | Time: 1976.44 ms [2022-04-13 01:56:57 main:581] : INFO : Epoch 1923 | loss: 0.0310602 | val_loss: 0.0311272 | Time: 1980.28 ms [2022-04-13 01:56:59 main:581] : INFO : Epoch 1924 | loss: 0.0310589 | val_loss: 0.0311267 | Time: 2059.44 ms [2022-04-13 01:57:01 main:581] : INFO : Epoch 1925 | loss: 0.0310625 | val_loss: 0.0311201 | Time: 2042.15 ms [2022-04-13 01:57:03 main:581] : INFO : Epoch 1926 | loss: 0.0310654 | val_loss: 0.0311361 | Time: 2010.34 ms [2022-04-13 01:57:05 main:581] : INFO : Epoch 1927 | loss: 0.0310656 | val_loss: 0.0311174 | Time: 2008.48 ms [2022-04-13 01:57:07 main:581] : INFO : Epoch 1928 | loss: 0.0310601 | val_loss: 0.031122 | Time: 2038.6 ms [2022-04-13 01:57:09 main:581] : INFO : Epoch 1929 | loss: 0.0310551 | val_loss: 0.0311153 | Time: 2012.8 ms [2022-04-13 01:57:11 main:581] : INFO : Epoch 1930 | loss: 0.0310554 | val_loss: 0.0311261 | Time: 1993.11 ms [2022-04-13 01:57:13 main:581] : INFO : Epoch 1931 | loss: 0.0310507 | val_loss: 0.0311214 | Time: 1986.01 ms [2022-04-13 01:57:15 main:581] : INFO : Epoch 1932 | loss: 0.0310523 | val_loss: 0.0311093 | Time: 2027.04 ms [2022-04-13 01:57:17 main:581] : INFO : Epoch 1933 | loss: 0.0310675 | val_loss: 0.0311223 | Time: 1992.76 ms [2022-04-13 01:57:19 main:581] : INFO : Epoch 1934 | loss: 0.0310763 | val_loss: 0.031123 | Time: 1980.9 ms [2022-04-13 01:57:21 main:581] : INFO : Epoch 1935 | loss: 0.0310752 | val_loss: 0.0311266 | Time: 1964.22 ms [2022-04-13 01:57:23 main:581] : INFO : Epoch 1936 | loss: 0.031077 | val_loss: 0.031128 | Time: 1998.56 ms [2022-04-13 01:57:25 main:581] : INFO : Epoch 1937 | loss: 0.0310751 | val_loss: 0.0311207 | Time: 2044.7 ms [2022-04-13 01:57:27 main:581] : INFO : Epoch 1938 | loss: 0.0310722 | val_loss: 0.0311228 | Time: 2012.07 ms [2022-04-13 01:57:29 main:581] : INFO : Epoch 1939 | loss: 0.0310705 | val_loss: 0.0311297 | Time: 2017.48 ms [2022-04-13 01:57:31 main:581] : INFO : Epoch 1940 | loss: 0.0310679 | val_loss: 0.0311196 | Time: 2038.24 ms [2022-04-13 01:57:33 main:581] : INFO : Epoch 1941 | loss: 0.0310686 | val_loss: 0.0311197 | Time: 2044.09 ms [2022-04-13 01:57:35 main:581] : INFO : Epoch 1942 | loss: 0.0310689 | val_loss: 0.0311489 | Time: 2022.87 ms [2022-04-13 01:57:37 main:581] : INFO : Epoch 1943 | loss: 0.0310638 | val_loss: 0.0311281 | Time: 1991.92 ms [2022-04-13 01:57:39 main:581] : INFO : Epoch 1944 | loss: 0.0310654 | val_loss: 0.0311264 | Time: 1968.1 ms [2022-04-13 01:57:41 main:581] : INFO : Epoch 1945 | loss: 0.0310662 | val_loss: 0.0311253 | Time: 1968.1 ms [2022-04-13 01:57:43 main:581] : INFO : Epoch 1946 | loss: 0.0310603 | val_loss: 0.0311411 | Time: 2022.48 ms [2022-04-13 01:57:45 main:581] : INFO : Epoch 1947 | loss: 0.0310643 | val_loss: 0.0311213 | Time: 2035.39 ms [2022-04-13 01:57:47 main:581] : INFO : Epoch 1948 | loss: 0.0310622 | val_loss: 0.0311215 | Time: 2028.74 ms [2022-04-13 01:57:49 main:581] : INFO : Epoch 1949 | loss: 0.0310587 | val_loss: 0.0311241 | Time: 2004.68 ms [2022-04-13 01:57:51 main:581] : INFO : Epoch 1950 | loss: 0.0310584 | val_loss: 0.0311169 | Time: 2069.35 ms [2022-04-13 01:57:53 main:581] : INFO : Epoch 1951 | loss: 0.0310575 | val_loss: 0.03112 | Time: 2053.3 ms [2022-04-13 01:57:55 main:581] : INFO : Epoch 1952 | loss: 0.0310579 | val_loss: 0.0311175 | Time: 2011.44 ms [2022-04-13 01:57:57 main:581] : INFO : Epoch 1953 | loss: 0.0310563 | val_loss: 0.0311256 | Time: 1993.73 ms [2022-04-13 01:57:59 main:581] : INFO : Epoch 1954 | loss: 0.0310617 | val_loss: 0.0311247 | Time: 2051.52 ms [2022-04-13 01:58:01 main:581] : INFO : Epoch 1955 | loss: 0.0310578 | val_loss: 0.0311226 | Time: 2051.45 ms [2022-04-13 01:58:03 main:581] : INFO : Epoch 1956 | loss: 0.0310561 | val_loss: 0.0311193 | Time: 2018.5 ms [2022-04-13 01:58:05 main:581] : INFO : Epoch 1957 | loss: 0.0310562 | val_loss: 0.0311196 | Time: 1971.98 ms [2022-04-13 01:58:07 main:581] : INFO : Epoch 1958 | loss: 0.0310533 | val_loss: 0.0311217 | Time: 1999.53 ms [2022-04-13 01:58:09 main:581] : INFO : Epoch 1959 | loss: 0.0310598 | val_loss: 0.0311181 | Time: 1995.76 ms [2022-04-13 01:58:11 main:581] : INFO : Epoch 1960 | loss: 0.0310579 | val_loss: 0.031124 | Time: 1962.82 ms [2022-04-13 01:58:13 main:581] : INFO : Epoch 1961 | loss: 0.0310533 | val_loss: 0.0311245 | Time: 2011.74 ms [2022-04-13 01:58:15 main:581] : INFO : Epoch 1962 | loss: 0.0310542 | val_loss: 0.0311178 | Time: 1993.26 ms [2022-04-13 01:58:17 main:581] : INFO : Epoch 1963 | loss: 0.0310555 | val_loss: 0.0311175 | Time: 2054.25 ms [2022-04-13 01:58:19 main:581] : INFO : Epoch 1964 | loss: 0.0310639 | val_loss: 0.031125 | Time: 2017.21 ms [2022-04-13 01:58:21 main:581] : INFO : Epoch 1965 | loss: 0.0310601 | val_loss: 0.0311329 | Time: 1992.76 ms [2022-04-13 01:58:23 main:581] : INFO : Epoch 1966 | loss: 0.0310645 | val_loss: 0.0311108 | Time: 2005.83 ms [2022-04-13 01:58:25 main:581] : INFO : Epoch 1967 | loss: 0.0310623 | val_loss: 0.0311165 | Time: 2009.76 ms [2022-04-13 01:58:27 main:581] : INFO : Epoch 1968 | loss: 0.0310611 | val_loss: 0.031121 | Time: 1961.77 ms [2022-04-13 01:58:29 main:581] : INFO : Epoch 1969 | loss: 0.0310648 | val_loss: 0.0311219 | Time: 1945.71 ms [2022-04-13 01:58:31 main:581] : INFO : Epoch 1970 | loss: 0.0310629 | val_loss: 0.0311362 | Time: 2020.67 ms [2022-04-13 01:58:33 main:581] : INFO : Epoch 1971 | loss: 0.0310626 | val_loss: 0.0311285 | Time: 2003.96 ms [2022-04-13 01:58:35 main:581] : INFO : Epoch 1972 | loss: 0.0310579 | val_loss: 0.0311195 | Time: 2062.28 ms [2022-04-13 01:58:37 main:581] : INFO : Epoch 1973 | loss: 0.0310552 | val_loss: 0.0311216 | Time: 2035.71 ms [2022-04-13 01:58:39 main:581] : INFO : Epoch 1974 | loss: 0.031053 | val_loss: 0.0311212 | Time: 2026.61 ms [2022-04-13 01:58:41 main:581] : INFO : Epoch 1975 | loss: 0.0310567 | val_loss: 0.0311427 | Time: 1999.9 ms [2022-04-13 01:58:44 main:581] : INFO : Epoch 1976 | loss: 0.0310607 | val_loss: 0.0311243 | Time: 2034.81 ms [2022-04-13 01:58:46 main:581] : INFO : Epoch 1977 | loss: 0.0310586 | val_loss: 0.0311212 | Time: 2006.94 ms [2022-04-13 01:58:48 main:581] : INFO : Epoch 1978 | loss: 0.0310566 | val_loss: 0.0311313 | Time: 2062.9 ms [2022-04-13 01:58:50 main:581] : INFO : Epoch 1979 | loss: 0.0310528 | val_loss: 0.0311348 | Time: 2040.88 ms [2022-04-13 01:58:52 main:581] : INFO : Epoch 1980 | loss: 0.0310584 | val_loss: 0.031114 | Time: 2024.96 ms [2022-04-13 01:58:54 main:581] : INFO : Epoch 1981 | loss: 0.0310589 | val_loss: 0.0311203 | Time: 1954.32 ms [2022-04-13 01:58:56 main:581] : INFO : Epoch 1982 | loss: 0.031058 | val_loss: 0.0311273 | Time: 1987.25 ms [2022-04-13 01:58:58 main:581] : INFO : Epoch 1983 | loss: 0.0310563 | val_loss: 0.031125 | Time: 2016.26 ms [2022-04-13 01:59:00 main:581] : INFO : Epoch 1984 | loss: 0.031054 | val_loss: 0.0311273 | Time: 1991.59 ms [2022-04-13 01:59:02 main:581] : INFO : Epoch 1985 | loss: 0.03106 | val_loss: 0.0311392 | Time: 1994.76 ms [2022-04-13 01:59:04 main:581] : INFO : Epoch 1986 | loss: 0.0310592 | val_loss: 0.0311193 | Time: 1990.47 ms [2022-04-13 01:59:06 main:581] : INFO : Epoch 1987 | loss: 0.0310567 | val_loss: 0.0311192 | Time: 2054.91 ms [2022-04-13 01:59:08 main:581] : INFO : Epoch 1988 | loss: 0.0310569 | val_loss: 0.0311206 | Time: 2036.85 ms [2022-04-13 01:59:10 main:581] : INFO : Epoch 1989 | loss: 0.0310562 | val_loss: 0.031125 | Time: 2001.33 ms [2022-04-13 01:59:12 main:581] : INFO : Epoch 1990 | loss: 0.0310537 | val_loss: 0.0311133 | Time: 1985.6 ms [2022-04-13 01:59:14 main:581] : INFO : Epoch 1991 | loss: 0.0310561 | val_loss: 0.0311206 | Time: 2039.27 ms [2022-04-13 01:59:16 main:581] : INFO : Epoch 1992 | loss: 0.0310547 | val_loss: 0.0311232 | Time: 2047.84 ms [2022-04-13 01:59:18 main:581] : INFO : Epoch 1993 | loss: 0.0310557 | val_loss: 0.031124 | Time: 1987.07 ms [2022-04-13 01:59:20 main:581] : INFO : Epoch 1994 | loss: 0.0310528 | val_loss: 0.0311186 | Time: 1970.1 ms [2022-04-13 01:59:22 main:581] : INFO : Epoch 1995 | loss: 0.0310524 | val_loss: 0.031121 | Time: 1979.5 ms [2022-04-13 01:59:24 main:581] : INFO : Epoch 1996 | loss: 0.0310494 | val_loss: 0.0311256 | Time: 1991.94 ms [2022-04-13 01:59:26 main:581] : INFO : Epoch 1997 | loss: 0.0310472 | val_loss: 0.0311196 | Time: 1977.95 ms [2022-04-13 01:59:28 main:581] : INFO : Epoch 1998 | loss: 0.0310487 | val_loss: 0.0311213 | Time: 2013.39 ms [2022-04-13 01:59:30 main:581] : INFO : Epoch 1999 | loss: 0.0310484 | val_loss: 0.031116 | Time: 2012.01 ms [2022-04-13 01:59:32 main:581] : INFO : Epoch 2000 | loss: 0.0310481 | val_loss: 0.0311264 | Time: 1994.01 ms [2022-04-13 01:59:34 main:581] : INFO : Epoch 2001 | loss: 0.0310452 | val_loss: 0.0311236 | Time: 1961.77 ms [2022-04-13 01:59:36 main:581] : INFO : Epoch 2002 | loss: 0.031045 | val_loss: 0.0311245 | Time: 1997.33 ms [2022-04-13 01:59:38 main:581] : INFO : Epoch 2003 | loss: 0.0310472 | val_loss: 0.0311289 | Time: 2027.43 ms [2022-04-13 01:59:40 main:581] : INFO : Epoch 2004 | loss: 0.0310667 | val_loss: 0.0311256 | Time: 1998.45 ms [2022-04-13 01:59:42 main:581] : INFO : Epoch 2005 | loss: 0.03108 | val_loss: 0.0311248 | Time: 1971.03 ms [2022-04-13 01:59:44 main:581] : INFO : Epoch 2006 | loss: 0.0310775 | val_loss: 0.0311308 | Time: 1982.46 ms [2022-04-13 01:59:46 main:581] : INFO : Epoch 2007 | loss: 0.0310783 | val_loss: 0.0311206 | Time: 1979.05 ms [2022-04-13 01:59:48 main:581] : INFO : Epoch 2008 | loss: 0.0310762 | val_loss: 0.0311156 | Time: 1999.17 ms [2022-04-13 01:59:50 main:581] : INFO : Epoch 2009 | loss: 0.0310662 | val_loss: 0.0311337 | Time: 1984.53 ms [2022-04-13 01:59:52 main:581] : INFO : Epoch 2010 | loss: 0.0310619 | val_loss: 0.0311183 | Time: 1956.24 ms [2022-04-13 01:59:54 main:581] : INFO : Epoch 2011 | loss: 0.0310555 | val_loss: 0.0311193 | Time: 2009.68 ms [2022-04-13 01:59:56 main:581] : INFO : Epoch 2012 | loss: 0.031056 | val_loss: 0.0311271 | Time: 2007.81 ms [2022-04-13 01:59:58 main:581] : INFO : Epoch 2013 | loss: 0.0310518 | val_loss: 0.031117 | Time: 1990.57 ms [2022-04-13 02:00:00 main:581] : INFO : Epoch 2014 | loss: 0.0310496 | val_loss: 0.0311082 | Time: 1958.42 ms [2022-04-13 02:00:01 main:581] : INFO : Epoch 2015 | loss: 0.0310505 | val_loss: 0.0311135 | Time: 1964.65 ms [2022-04-13 02:00:03 main:581] : INFO : Epoch 2016 | loss: 0.0310507 | val_loss: 0.0311272 | Time: 1988.25 ms [2022-04-13 02:00:05 main:581] : INFO : Epoch 2017 | loss: 0.0310502 | val_loss: 0.0311229 | Time: 2003.85 ms [2022-04-13 02:00:07 main:581] : INFO : Epoch 2018 | loss: 0.031048 | val_loss: 0.0311181 | Time: 1967.12 ms [2022-04-13 02:00:09 main:581] : INFO : Epoch 2019 | loss: 0.0310507 | val_loss: 0.0311111 | Time: 1945.32 ms [2022-04-13 02:00:11 main:581] : INFO : Epoch 2020 | loss: 0.0310483 | val_loss: 0.0311149 | Time: 2008.64 ms [2022-04-13 02:00:13 main:581] : INFO : Epoch 2021 | loss: 0.0310487 | val_loss: 0.03112 | Time: 2018.72 ms [2022-04-13 02:00:15 main:581] : INFO : Epoch 2022 | loss: 0.0310483 | val_loss: 0.0311169 | Time: 1980.75 ms [2022-04-13 02:00:17 main:581] : INFO : Epoch 2023 | loss: 0.0310458 | val_loss: 0.0311193 | Time: 1981.46 ms [2022-04-13 02:00:19 main:581] : INFO : Epoch 2024 | loss: 0.0310469 | val_loss: 0.0311144 | Time: 2016.11 ms [2022-04-13 02:00:21 main:581] : INFO : Epoch 2025 | loss: 0.0310453 | val_loss: 0.0311256 | Time: 1994.91 ms [2022-04-13 02:00:23 main:581] : INFO : Epoch 2026 | loss: 0.0310468 | val_loss: 0.0311134 | Time: 2024.33 ms [2022-04-13 02:00:25 main:581] : INFO : Epoch 2027 | loss: 0.031058 | val_loss: 0.0311279 | Time: 2025.85 ms [2022-04-13 02:00:27 main:581] : INFO : Epoch 2028 | loss: 0.0310577 | val_loss: 0.0311311 | Time: 2011.53 ms [2022-04-13 02:00:29 main:581] : INFO : Epoch 2029 | loss: 0.0310545 | val_loss: 0.0311225 | Time: 2014.29 ms [2022-04-13 02:00:31 main:581] : INFO : Epoch 2030 | loss: 0.0310537 | val_loss: 0.0311122 | Time: 1949.76 ms [2022-04-13 02:00:33 main:581] : INFO : Epoch 2031 | loss: 0.0310555 | val_loss: 0.0311339 | Time: 1975.5 ms [2022-04-13 02:00:35 main:581] : INFO : Epoch 2032 | loss: 0.031053 | val_loss: 0.0311172 | Time: 2005.12 ms [2022-04-13 02:00:37 main:581] : INFO : Epoch 2033 | loss: 0.031053 | val_loss: 0.031123 | Time: 1988.71 ms [2022-04-13 02:00:39 main:581] : INFO : Epoch 2034 | loss: 0.0310511 | val_loss: 0.0311132 | Time: 1957.6 ms [2022-04-13 02:00:41 main:581] : INFO : Epoch 2035 | loss: 0.0310505 | val_loss: 0.0311232 | Time: 1963.58 ms [2022-04-13 02:00:43 main:581] : INFO : Epoch 2036 | loss: 0.0310547 | val_loss: 0.0311275 | Time: 2034.59 ms [2022-04-13 02:00:45 main:581] : INFO : Epoch 2037 | loss: 0.031053 | val_loss: 0.0311304 | Time: 1980.31 ms [2022-04-13 02:00:47 main:581] : INFO : Epoch 2038 | loss: 0.0310521 | val_loss: 0.0311169 | Time: 2031.89 ms [2022-04-13 02:00:49 main:581] : INFO : Epoch 2039 | loss: 0.0310554 | val_loss: 0.0311196 | Time: 1990.84 ms [2022-04-13 02:00:51 main:581] : INFO : Epoch 2040 | loss: 0.0310591 | val_loss: 0.0311123 | Time: 2001.45 ms [2022-04-13 02:00:53 main:581] : INFO : Epoch 2041 | loss: 0.0310576 | val_loss: 0.0311233 | Time: 2003.63 ms [2022-04-13 02:00:55 main:581] : INFO : Epoch 2042 | loss: 0.0310561 | val_loss: 0.0311155 | Time: 1996.44 ms [2022-04-13 02:00:57 main:581] : INFO : Epoch 2043 | loss: 0.0310492 | val_loss: 0.031124 | Time: 2020.23 ms [2022-04-13 02:00:59 main:581] : INFO : Epoch 2044 | loss: 0.0310492 | val_loss: 0.0311194 | Time: 2029.97 ms [2022-04-13 02:01:01 main:581] : INFO : Epoch 2045 | loss: 0.0310451 | val_loss: 0.0311227 | Time: 2011.82 ms [2022-04-13 02:01:03 main:581] : INFO : Epoch 2046 | loss: 0.0310491 | val_loss: 0.0311275 | Time: 2022.96 ms [2022-04-13 02:01:05 main:581] : INFO : Epoch 2047 | loss: 0.0310509 | val_loss: 0.0311368 | Time: 1976.12 ms [2022-04-13 02:01:07 main:581] : INFO : Epoch 2048 | loss: 0.0310526 | val_loss: 0.0311196 | Time: 1920.71 ms [2022-04-13 02:01:07 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311196 [2022-04-13 02:01:07 main:610] : INFO : Saving end state to config to file [2022-04-13 02:01:07 main:615] : INFO : Success, exiting.. 02:01:07 (293621): 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)