Task 3317875
| Name | ParityModified-1608176523-21463-0_0 |
| Workunit | 1584807 |
| Created | 17 Dec 2020, 3:42:05 UTC |
| Sent | 18 Dec 2020, 10:48:14 UTC |
| Report deadline | 26 Dec 2020, 10:48:14 UTC |
| Received | 18 Dec 2020, 23:22:21 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 1 hours 8 min 29 sec |
| CPU time | 1 hours 8 min 24 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> 04:38 main:581] : INFO : Epoch 1538 | loss: 0.0311119 | val_loss: 0.0312086 | Time: 1996.24 ms [2020-12-18 17:04:40 main:581] : INFO : Epoch 1539 | loss: 0.0311183 | val_loss: 0.0311945 | Time: 2003.21 ms [2020-12-18 17:04:42 main:581] : INFO : Epoch 1540 | loss: 0.0311178 | val_loss: 0.0312003 | Time: 1997.32 ms [2020-12-18 17:04:44 main:581] : INFO : Epoch 1541 | loss: 0.0311177 | val_loss: 0.0312085 | Time: 1993.44 ms [2020-12-18 17:04:46 main:581] : INFO : Epoch 1542 | loss: 0.0311108 | val_loss: 0.0312016 | Time: 1999.3 ms [2020-12-18 17:04:48 main:581] : INFO : Epoch 1543 | loss: 0.0311067 | val_loss: 0.0312074 | Time: 1998.72 ms [2020-12-18 17:04:50 main:581] : INFO : Epoch 1544 | loss: 0.0311072 | val_loss: 0.0312044 | Time: 1997.07 ms [2020-12-18 17:04:52 main:581] : INFO : Epoch 1545 | loss: 0.0311041 | val_loss: 0.0312044 | Time: 2003.21 ms [2020-12-18 17:04:54 main:581] : INFO : Epoch 1546 | loss: 0.0311081 | val_loss: 0.0311946 | Time: 2004.63 ms [2020-12-18 17:04:56 main:581] : INFO : Epoch 1547 | loss: 0.0311126 | val_loss: 0.0312077 | Time: 1999.97 ms [2020-12-18 17:04:58 main:581] : INFO : Epoch 1548 | loss: 0.031112 | val_loss: 0.0311947 | Time: 1994.17 ms [2020-12-18 17:05:00 main:581] : INFO : Epoch 1549 | loss: 0.031115 | val_loss: 0.0311987 | Time: 2001.62 ms [2020-12-18 17:05:02 main:581] : INFO : Epoch 1550 | loss: 0.0311099 | val_loss: 0.0311976 | Time: 2001.63 ms [2020-12-18 17:05:04 main:581] : INFO : Epoch 1551 | loss: 0.0311123 | val_loss: 0.0312029 | Time: 1990.47 ms [2020-12-18 17:05:06 main:581] : INFO : Epoch 1552 | loss: 0.0311124 | val_loss: 0.0312049 | Time: 1997.88 ms [2020-12-18 17:05:08 main:581] : INFO : Epoch 1553 | loss: 0.0311134 | val_loss: 0.0312055 | Time: 2005.2 ms [2020-12-18 17:05:10 main:581] : INFO : Epoch 1554 | loss: 0.0311119 | val_loss: 0.0311994 | Time: 2000.95 ms [2020-12-18 17:05:12 main:581] : INFO : Epoch 1555 | loss: 0.0311123 | val_loss: 0.031211 | Time: 2001.21 ms [2020-12-18 17:05:14 main:581] : INFO : Epoch 1556 | loss: 0.0311031 | val_loss: 0.0312049 | Time: 1988.89 ms [2020-12-18 17:05:16 main:581] : INFO : Epoch 1557 | loss: 0.0311081 | val_loss: 0.0312055 | Time: 2001.64 ms [2020-12-18 17:05:18 main:581] : INFO : Epoch 1558 | loss: 0.0311185 | val_loss: 0.0311999 | Time: 2005.72 ms [2020-12-18 17:05:20 main:581] : INFO : Epoch 1559 | loss: 0.0311122 | val_loss: 0.0311956 | Time: 2000.43 ms [2020-12-18 17:05:22 main:581] : INFO : Epoch 1560 | loss: 0.0311075 | val_loss: 0.0311945 | Time: 1990.43 ms [2020-12-18 17:05:24 main:581] : INFO : Epoch 1561 | loss: 0.0311142 | val_loss: 0.0312123 | Time: 1999.89 ms [2020-12-18 17:05:26 main:581] : INFO : Epoch 1562 | loss: 0.0311093 | val_loss: 0.0312061 | Time: 2000.93 ms [2020-12-18 17:05:28 main:581] : INFO : Epoch 1563 | loss: 0.0311038 | val_loss: 0.0312072 | Time: 1992.36 ms [2020-12-18 17:05:30 main:581] : INFO : Epoch 1564 | loss: 0.0311147 | val_loss: 0.0312089 | Time: 2003.74 ms [2020-12-18 17:05:32 main:581] : INFO : Epoch 1565 | loss: 0.0311124 | val_loss: 0.0312072 | Time: 1992.86 ms [2020-12-18 17:05:34 main:581] : INFO : Epoch 1566 | loss: 0.0311122 | val_loss: 0.0311973 | Time: 1998.28 ms [2020-12-18 17:05:36 main:581] : INFO : Epoch 1567 | loss: 0.0311146 | val_loss: 0.0312069 | Time: 1997.55 ms [2020-12-18 17:05:38 main:581] : INFO : Epoch 1568 | loss: 0.0311086 | val_loss: 0.0312074 | Time: 1999.52 ms [2020-12-18 17:05:40 main:581] : INFO : Epoch 1569 | loss: 0.031109 | val_loss: 0.0312152 | Time: 1992.56 ms [2020-12-18 17:05:42 main:581] : INFO : Epoch 1570 | loss: 0.0311088 | val_loss: 0.0312057 | Time: 2003.49 ms [2020-12-18 17:05:44 main:581] : INFO : Epoch 1571 | loss: 0.0311033 | val_loss: 0.0312072 | Time: 1991.1 ms [2020-12-18 17:05:46 main:581] : INFO : Epoch 1572 | loss: 0.0311064 | val_loss: 0.0312094 | Time: 2000.97 ms [2020-12-18 17:05:48 main:581] : INFO : Epoch 1573 | loss: 0.03111 | val_loss: 0.0312064 | Time: 1999.37 ms [2020-12-18 17:05:50 main:581] : INFO : Epoch 1574 | loss: 0.0311089 | val_loss: 0.03121 | Time: 1997.28 ms [2020-12-18 17:05:52 main:581] : INFO : Epoch 1575 | loss: 0.0311177 | val_loss: 0.0311973 | Time: 1995.08 ms [2020-12-18 17:05:54 main:581] : INFO : Epoch 1576 | loss: 0.0311121 | val_loss: 0.0312139 | Time: 1991.63 ms [2020-12-18 17:05:56 main:581] : INFO : Epoch 1577 | loss: 0.0311094 | val_loss: 0.0312169 | Time: 1999.92 ms [2020-12-18 17:05:58 main:581] : INFO : Epoch 1578 | loss: 0.0311082 | val_loss: 0.0312004 | Time: 1991.74 ms [2020-12-18 17:06:00 main:581] : INFO : Epoch 1579 | loss: 0.0311104 | val_loss: 0.0312045 | Time: 1998.58 ms [2020-12-18 17:06:02 main:581] : INFO : Epoch 1580 | loss: 0.0311154 | val_loss: 0.0311969 | Time: 1998.87 ms [2020-12-18 17:06:04 main:581] : INFO : Epoch 1581 | loss: 0.0311041 | val_loss: 0.0312141 | Time: 1995.11 ms [2020-12-18 17:06:06 main:581] : INFO : Epoch 1582 | loss: 0.0311143 | val_loss: 0.0312187 | Time: 1998.49 ms [2020-12-18 17:06:08 main:581] : INFO : Epoch 1583 | loss: 0.0311067 | val_loss: 0.031214 | Time: 2005.42 ms [2020-12-18 17:06:10 main:581] : INFO : Epoch 1584 | loss: 0.0311087 | val_loss: 0.031197 | Time: 1990.16 ms [2020-12-18 17:06:12 main:581] : INFO : Epoch 1585 | loss: 0.0311063 | val_loss: 0.031209 | Time: 2010.24 ms [2020-12-18 17:06:14 main:581] : INFO : Epoch 1586 | loss: 0.0311057 | val_loss: 0.0312185 | Time: 1998.71 ms [2020-12-18 17:06:16 main:581] : INFO : Epoch 1587 | loss: 0.0311095 | val_loss: 0.031201 | Time: 2000.89 ms [2020-12-18 17:06:18 main:581] : INFO : Epoch 1588 | loss: 0.0311055 | val_loss: 0.0312069 | Time: 1991.7 ms [2020-12-18 17:06:20 main:581] : INFO : Epoch 1589 | loss: 0.0311075 | val_loss: 0.0312104 | Time: 1998.56 ms [2020-12-18 17:06:22 main:581] : INFO : Epoch 1590 | loss: 0.0311174 | val_loss: 0.0312053 | Time: 1983.98 ms [2020-12-18 17:06:24 main:581] : INFO : Epoch 1591 | loss: 0.0311129 | val_loss: 0.0312237 | Time: 2002.63 ms [2020-12-18 17:06:26 main:581] : INFO : Epoch 1592 | loss: 0.031113 | val_loss: 0.0312085 | Time: 1993.02 ms [2020-12-18 17:06:28 main:581] : INFO : Epoch 1593 | loss: 0.0311088 | val_loss: 0.0312081 | Time: 1995.8 ms [2020-12-18 17:06:30 main:581] : INFO : Epoch 1594 | loss: 0.031106 | val_loss: 0.0312096 | Time: 1989.52 ms [2020-12-18 17:06:32 main:581] : INFO : Epoch 1595 | loss: 0.0311034 | val_loss: 0.0312099 | Time: 1994.22 ms [2020-12-18 17:06:34 main:581] : INFO : Epoch 1596 | loss: 0.0311027 | val_loss: 0.0312181 | Time: 1993.54 ms [2020-12-18 17:06:36 main:581] : INFO : Epoch 1597 | loss: 0.0311061 | val_loss: 0.0312216 | Time: 1984.18 ms [2020-12-18 17:06:38 main:581] : INFO : Epoch 1598 | loss: 0.0311104 | val_loss: 0.0312014 | Time: 1992.18 ms [2020-12-18 17:06:40 main:581] : INFO : Epoch 1599 | loss: 0.031113 | val_loss: 0.0312085 | Time: 1994.31 ms [2020-12-18 17:06:42 main:581] : INFO : Epoch 1600 | loss: 0.031107 | val_loss: 0.0312096 | Time: 1995.23 ms [2020-12-18 17:06:44 main:581] : INFO : Epoch 1601 | loss: 0.0311027 | val_loss: 0.0312108 | Time: 1988.89 ms [2020-12-18 17:06:46 main:581] : INFO : Epoch 1602 | loss: 0.0311102 | val_loss: 0.0312006 | Time: 1989.73 ms [2020-12-18 17:06:48 main:581] : INFO : Epoch 1603 | loss: 0.0311372 | val_loss: 0.03119 | Time: 1998.2 ms [2020-12-18 17:06:50 main:581] : INFO : Epoch 1604 | loss: 0.0311238 | val_loss: 0.0311937 | Time: 1998.09 ms [2020-12-18 17:06:52 main:581] : INFO : Epoch 1605 | loss: 0.0311166 | val_loss: 0.0312043 | Time: 1991.37 ms [2020-12-18 17:06:54 main:581] : INFO : Epoch 1606 | loss: 0.0311102 | val_loss: 0.0312113 | Time: 1990.58 ms [2020-12-18 17:06:56 main:581] : INFO : Epoch 1607 | loss: 0.03111 | val_loss: 0.0311928 | Time: 1996.38 ms [2020-12-18 17:06:58 main:581] : INFO : Epoch 1608 | loss: 0.0311071 | val_loss: 0.0312219 | Time: 1991.03 ms [2020-12-18 17:07:00 main:581] : INFO : Epoch 1609 | loss: 0.0311113 | val_loss: 0.0312072 | Time: 1988.66 ms [2020-12-18 17:07:02 main:581] : INFO : Epoch 1610 | loss: 0.0311039 | val_loss: 0.031215 | Time: 2006.36 ms [2020-12-18 17:07:04 main:581] : INFO : Epoch 1611 | loss: 0.0311037 | val_loss: 0.0312025 | Time: 1990.17 ms [2020-12-18 17:07:06 main:581] : INFO : Epoch 1612 | loss: 0.031107 | val_loss: 0.0312067 | Time: 2000.92 ms [2020-12-18 17:07:08 main:581] : INFO : Epoch 1613 | loss: 0.0311013 | val_loss: 0.0312109 | Time: 1993.63 ms [2020-12-18 17:07:10 main:581] : INFO : Epoch 1614 | loss: 0.0311127 | val_loss: 0.0311939 | Time: 1996.07 ms [2020-12-18 17:07:12 main:581] : INFO : Epoch 1615 | loss: 0.0311512 | val_loss: 0.0311838 | Time: 1995.7 ms [2020-12-18 17:07:14 main:581] : INFO : Epoch 1616 | loss: 0.0311484 | val_loss: 0.0311844 | Time: 1989.49 ms [2020-12-18 17:07:16 main:581] : INFO : Epoch 1617 | loss: 0.0311382 | val_loss: 0.0311908 | Time: 1989.18 ms [2020-12-18 17:07:18 main:581] : INFO : Epoch 1618 | loss: 0.0311329 | val_loss: 0.0311903 | Time: 1998.5 ms [2020-12-18 17:07:20 main:581] : INFO : Epoch 1619 | loss: 0.0311281 | val_loss: 0.0311897 | Time: 1989.81 ms [2020-12-18 17:07:22 main:581] : INFO : Epoch 1620 | loss: 0.0311353 | val_loss: 0.0311865 | Time: 1998.32 ms [2020-12-18 17:07:24 main:581] : INFO : Epoch 1621 | loss: 0.0311273 | val_loss: 0.0311892 | Time: 1998.52 ms [2020-12-18 17:07:26 main:581] : INFO : Epoch 1622 | loss: 0.0311284 | val_loss: 0.0311914 | Time: 1995.79 ms [2020-12-18 17:07:28 main:581] : INFO : Epoch 1623 | loss: 0.0311281 | val_loss: 0.0311934 | Time: 2000.34 ms [2020-12-18 17:07:30 main:581] : INFO : Epoch 1624 | loss: 0.0311263 | val_loss: 0.0311974 | Time: 1985.54 ms [2020-12-18 17:07:32 main:581] : INFO : Epoch 1625 | loss: 0.0311224 | val_loss: 0.0311965 | Time: 1999.35 ms [2020-12-18 17:07:34 main:581] : INFO : Epoch 1626 | loss: 0.0311241 | val_loss: 0.0312011 | Time: 1985.73 ms [2020-12-18 17:07:36 main:581] : INFO : Epoch 1627 | loss: 0.031129 | val_loss: 0.0312108 | Time: 1994.15 ms [2020-12-18 17:07:38 main:581] : INFO : Epoch 1628 | loss: 0.0311237 | val_loss: 0.0312345 | Time: 1990.38 ms [2020-12-18 17:07:40 main:581] : INFO : Epoch 1629 | loss: 0.0348085 | val_loss: 0.0334122 | Time: 1998.59 ms [2020-12-18 17:07:42 main:581] : INFO : Epoch 1630 | loss: 0.0374123 | val_loss: 0.0315426 | Time: 1998.88 ms [2020-12-18 17:07:44 main:581] : INFO : Epoch 1631 | loss: 0.03158 | val_loss: 0.0313957 | Time: 2008.73 ms [2020-12-18 17:07:46 main:581] : INFO : Epoch 1632 | loss: 0.0313487 | val_loss: 0.0313162 | Time: 1993.99 ms [2020-12-18 17:07:48 main:581] : INFO : Epoch 1633 | loss: 0.0312664 | val_loss: 0.0312539 | Time: 1994.51 ms [2020-12-18 17:07:50 main:581] : INFO : Epoch 1634 | loss: 0.0312483 | val_loss: 0.0312501 | Time: 1989.08 ms [2020-12-18 17:07:52 main:581] : INFO : Epoch 1635 | loss: 0.0312466 | val_loss: 0.0312443 | Time: 1992.24 ms [2020-12-18 17:07:54 main:581] : INFO : Epoch 1636 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 1998.24 ms [2020-12-18 17:07:56 main:581] : INFO : Epoch 1637 | loss: 0.0312481 | val_loss: 0.0312547 | Time: 2000.16 ms [2020-12-18 17:07:58 main:581] : INFO : Epoch 1638 | loss: 0.0312468 | val_loss: 0.031246 | Time: 1989.62 ms [2020-12-18 17:08:00 main:581] : INFO : Epoch 1639 | loss: 0.0312479 | val_loss: 0.0312405 | Time: 1992.16 ms [2020-12-18 17:08:02 main:581] : INFO : Epoch 1640 | loss: 0.0312456 | val_loss: 0.0312399 | Time: 1995.07 ms [2020-12-18 17:08:04 main:581] : INFO : Epoch 1641 | loss: 0.0312403 | val_loss: 0.0312376 | Time: 1999.07 ms [2020-12-18 17:08:06 main:581] : INFO : Epoch 1642 | loss: 0.0312384 | val_loss: 0.0312363 | Time: 1992.76 ms [2020-12-18 17:08:08 main:581] : INFO : Epoch 1643 | loss: 0.0312423 | val_loss: 0.031236 | Time: 1999.32 ms [2020-12-18 17:08:10 main:581] : INFO : Epoch 1644 | loss: 0.0312394 | val_loss: 0.0312382 | Time: 1997.54 ms [2020-12-18 17:08:12 main:581] : INFO : Epoch 1645 | loss: 0.0312361 | val_loss: 0.0312369 | Time: 1991.01 ms [2020-12-18 17:08:14 main:581] : INFO : Epoch 1646 | loss: 0.0312325 | val_loss: 0.0312384 | Time: 1990.44 ms [2020-12-18 17:08:16 main:581] : INFO : Epoch 1647 | loss: 0.0312311 | val_loss: 0.031231 | Time: 1994.99 ms [2020-12-18 17:08:18 main:581] : INFO : Epoch 1648 | loss: 0.0312287 | val_loss: 0.0312279 | Time: 2002.03 ms [2020-12-18 17:08:20 main:581] : INFO : Epoch 1649 | loss: 0.0312277 | val_loss: 0.0312234 | Time: 1998.37 ms [2020-12-18 17:08:22 main:581] : INFO : Epoch 1650 | loss: 0.0312235 | val_loss: 0.0312214 | Time: 1997.86 ms [2020-12-18 17:08:23 main:581] : INFO : Epoch 1651 | loss: 0.0312209 | val_loss: 0.0312168 | Time: 1986.49 ms [2020-12-18 17:08:25 main:581] : INFO : Epoch 1652 | loss: 0.0312167 | val_loss: 0.0312128 | Time: 2001.62 ms [2020-12-18 17:08:27 main:581] : INFO : Epoch 1653 | loss: 0.0312163 | val_loss: 0.0312228 | Time: 1999.32 ms [2020-12-18 17:08:29 main:581] : INFO : Epoch 1654 | loss: 0.0312108 | val_loss: 0.0312066 | Time: 1988.89 ms [2020-12-18 17:08:31 main:581] : INFO : Epoch 1655 | loss: 0.0312121 | val_loss: 0.0312174 | Time: 2000.34 ms [2020-12-18 17:08:33 main:581] : INFO : Epoch 1656 | loss: 0.0312169 | val_loss: 0.0312101 | Time: 1992.57 ms [2020-12-18 17:08:35 main:581] : INFO : Epoch 1657 | loss: 0.0312118 | val_loss: 0.0312026 | Time: 1993.32 ms [2020-12-18 17:08:37 main:581] : INFO : Epoch 1658 | loss: 0.0312088 | val_loss: 0.0311989 | Time: 2002.48 ms [2020-12-18 17:08:39 main:581] : INFO : Epoch 1659 | loss: 0.0312078 | val_loss: 0.031199 | Time: 1993.08 ms [2020-12-18 17:08:41 main:581] : INFO : Epoch 1660 | loss: 0.0312022 | val_loss: 0.0311954 | Time: 2000.53 ms [2020-12-18 17:08:43 main:581] : INFO : Epoch 1661 | loss: 0.0311987 | val_loss: 0.0311961 | Time: 1994.19 ms [2020-12-18 17:08:45 main:581] : INFO : Epoch 1662 | loss: 0.0312 | val_loss: 0.0311939 | Time: 1998.96 ms [2020-12-18 17:08:47 main:581] : INFO : Epoch 1663 | loss: 0.0311973 | val_loss: 0.0311944 | Time: 2006.88 ms [2020-12-18 17:08:49 main:581] : INFO : Epoch 1664 | loss: 0.0311952 | val_loss: 0.0311922 | Time: 1993.4 ms [2020-12-18 17:08:51 main:581] : INFO : Epoch 1665 | loss: 0.0311941 | val_loss: 0.0311932 | Time: 1990.9 ms [2020-12-18 17:08:53 main:581] : INFO : Epoch 1666 | loss: 0.0311963 | val_loss: 0.0311942 | Time: 1998.58 ms [2020-12-18 17:08:55 main:581] : INFO : Epoch 1667 | loss: 0.0311941 | val_loss: 0.0311924 | Time: 1993.02 ms [2020-12-18 17:08:57 main:581] : INFO : Epoch 1668 | loss: 0.0311925 | val_loss: 0.0311908 | Time: 1995.81 ms [2020-12-18 17:08:59 main:581] : INFO : Epoch 1669 | loss: 0.031193 | val_loss: 0.0311915 | Time: 1998.66 ms [2020-12-18 17:09:01 main:581] : INFO : Epoch 1670 | loss: 0.0311913 | val_loss: 0.0311901 | Time: 1982.19 ms [2020-12-18 17:09:03 main:581] : INFO : Epoch 1671 | loss: 0.0311897 | val_loss: 0.0311881 | Time: 1992.23 ms [2020-12-18 17:09:05 main:581] : INFO : Epoch 1672 | loss: 0.031188 | val_loss: 0.0311889 | Time: 1996.37 ms [2020-12-18 17:09:07 main:581] : INFO : Epoch 1673 | loss: 0.0311871 | val_loss: 0.0311858 | Time: 2000.3 ms [2020-12-18 17:09:09 main:581] : INFO : Epoch 1674 | loss: 0.0311862 | val_loss: 0.0311906 | Time: 1999.84 ms [2020-12-18 17:09:11 main:581] : INFO : Epoch 1675 | loss: 0.0311908 | val_loss: 0.0311919 | Time: 1999.73 ms [2020-12-18 17:09:13 main:581] : INFO : Epoch 1676 | loss: 0.0311888 | val_loss: 0.0311908 | Time: 2003.04 ms [2020-12-18 17:09:15 main:581] : INFO : Epoch 1677 | loss: 0.0311848 | val_loss: 0.0311872 | Time: 1997.26 ms [2020-12-18 17:09:17 main:581] : INFO : Epoch 1678 | loss: 0.0311841 | val_loss: 0.031187 | Time: 1989.98 ms [2020-12-18 17:09:19 main:581] : INFO : Epoch 1679 | loss: 0.0311831 | val_loss: 0.0311874 | Time: 1993.4 ms [2020-12-18 17:09:21 main:581] : INFO : Epoch 1680 | loss: 0.0311866 | val_loss: 0.0311864 | Time: 1993.5 ms [2020-12-18 17:09:23 main:581] : INFO : Epoch 1681 | loss: 0.0311899 | val_loss: 0.0311884 | Time: 1998.51 ms [2020-12-18 17:09:25 main:581] : INFO : Epoch 1682 | loss: 0.0311857 | val_loss: 0.0311869 | Time: 1989.35 ms [2020-12-18 17:09:27 main:581] : INFO : Epoch 1683 | loss: 0.031185 | val_loss: 0.0311852 | Time: 2002.46 ms [2020-12-18 17:09:29 main:581] : INFO : Epoch 1684 | loss: 0.0311852 | val_loss: 0.0311828 | Time: 1998.98 ms [2020-12-18 17:09:31 main:581] : INFO : Epoch 1685 | loss: 0.0311809 | val_loss: 0.0311841 | Time: 2002.32 ms [2020-12-18 17:09:33 main:581] : INFO : Epoch 1686 | loss: 0.0311827 | val_loss: 0.0311847 | Time: 1991.31 ms [2020-12-18 17:09:35 main:581] : INFO : Epoch 1687 | loss: 0.0311827 | val_loss: 0.0311845 | Time: 2001.64 ms [2020-12-18 17:09:37 main:581] : INFO : Epoch 1688 | loss: 0.0311811 | val_loss: 0.0311839 | Time: 1992.65 ms [2020-12-18 17:09:39 main:581] : INFO : Epoch 1689 | loss: 0.0311798 | val_loss: 0.031184 | Time: 1997.95 ms [2020-12-18 17:09:41 main:581] : INFO : Epoch 1690 | loss: 0.0311791 | val_loss: 0.0311842 | Time: 1991.55 ms [2020-12-18 17:09:43 main:581] : INFO : Epoch 1691 | loss: 0.031178 | val_loss: 0.0311842 | Time: 1999.16 ms [2020-12-18 17:09:45 main:581] : INFO : Epoch 1692 | loss: 0.0311795 | val_loss: 0.0311842 | Time: 1989.93 ms [2020-12-18 17:09:47 main:581] : INFO : Epoch 1693 | loss: 0.0311808 | val_loss: 0.0311853 | Time: 1997.4 ms [2020-12-18 17:09:49 main:581] : INFO : Epoch 1694 | loss: 0.0311809 | val_loss: 0.031183 | Time: 1998.82 ms [2020-12-18 17:09:51 main:581] : INFO : Epoch 1695 | loss: 0.0311778 | val_loss: 0.0311833 | Time: 1990.59 ms [2020-12-18 17:09:53 main:581] : INFO : Epoch 1696 | loss: 0.0311831 | val_loss: 0.0311851 | Time: 2007.99 ms [2020-12-18 17:09:55 main:581] : INFO : Epoch 1697 | loss: 0.0311941 | val_loss: 0.0311991 | Time: 1990.51 ms [2020-12-18 17:09:57 main:581] : INFO : Epoch 1698 | loss: 0.0311855 | val_loss: 0.0311852 | Time: 2003.64 ms [2020-12-18 17:09:59 main:581] : INFO : Epoch 1699 | loss: 0.0311827 | val_loss: 0.0311846 | Time: 1994.4 ms [2020-12-18 17:10:01 main:581] : INFO : Epoch 1700 | loss: 0.0311843 | val_loss: 0.0311844 | Time: 1999.86 ms [2020-12-18 17:10:03 main:581] : INFO : Epoch 1701 | loss: 0.0311811 | val_loss: 0.0311824 | Time: 1997.11 ms [2020-12-18 17:10:05 main:581] : INFO : Epoch 1702 | loss: 0.0311826 | val_loss: 0.0311956 | Time: 1997.63 ms [2020-12-18 17:10:07 main:581] : INFO : Epoch 1703 | loss: 0.0311904 | val_loss: 0.0311939 | Time: 1999.5 ms [2020-12-18 17:10:09 main:581] : INFO : Epoch 1704 | loss: 0.0311809 | val_loss: 0.0311898 | Time: 2001.12 ms [2020-12-18 17:10:11 main:581] : INFO : Epoch 1705 | loss: 0.0311785 | val_loss: 0.0311868 | Time: 1995.28 ms [2020-12-18 17:10:13 main:581] : INFO : Epoch 1706 | loss: 0.0311781 | val_loss: 0.0311814 | Time: 1990.3 ms [2020-12-18 17:10:15 main:581] : INFO : Epoch 1707 | loss: 0.0311768 | val_loss: 0.0311799 | Time: 1990.19 ms [2020-12-18 17:10:17 main:581] : INFO : Epoch 1708 | loss: 0.0311768 | val_loss: 0.0311824 | Time: 2000.22 ms [2020-12-18 17:10:19 main:581] : INFO : Epoch 1709 | loss: 0.0311774 | val_loss: 0.031186 | Time: 1994.28 ms [2020-12-18 17:10:21 main:581] : INFO : Epoch 1710 | loss: 0.0311769 | val_loss: 0.0311803 | Time: 2006.51 ms [2020-12-18 17:10:23 main:581] : INFO : Epoch 1711 | loss: 0.0311753 | val_loss: 0.0311834 | Time: 1989.19 ms [2020-12-18 17:10:25 main:581] : INFO : Epoch 1712 | loss: 0.0311754 | val_loss: 0.0311839 | Time: 1990.12 ms [2020-12-18 17:10:27 main:581] : INFO : Epoch 1713 | loss: 0.031175 | val_loss: 0.0311834 | Time: 2000.16 ms [2020-12-18 17:10:29 main:581] : INFO : Epoch 1714 | loss: 0.0311732 | val_loss: 0.0311837 | Time: 2004.37 ms [2020-12-18 17:10:31 main:581] : INFO : Epoch 1715 | loss: 0.0311732 | val_loss: 0.0311825 | Time: 1998.54 ms [2020-12-18 17:10:33 main:581] : INFO : Epoch 1716 | loss: 0.0311818 | val_loss: 0.0311886 | Time: 2001.23 ms [2020-12-18 17:10:35 main:581] : INFO : Epoch 1717 | loss: 0.031179 | val_loss: 0.0311839 | Time: 1990.44 ms [2020-12-18 17:10:37 main:581] : INFO : Epoch 1718 | loss: 0.0311736 | val_loss: 0.0311811 | Time: 1992.15 ms [2020-12-18 17:10:39 main:581] : INFO : Epoch 1719 | loss: 0.0311744 | val_loss: 0.0311921 | Time: 1990.65 ms [2020-12-18 17:10:41 main:581] : INFO : Epoch 1720 | loss: 0.0311757 | val_loss: 0.0311845 | Time: 1996.45 ms [2020-12-18 17:10:43 main:581] : INFO : Epoch 1721 | loss: 0.0311727 | val_loss: 0.0311833 | Time: 2001.53 ms [2020-12-18 17:10:45 main:581] : INFO : Epoch 1722 | loss: 0.0311721 | val_loss: 0.0311821 | Time: 1994.68 ms [2020-12-18 17:10:47 main:581] : INFO : Epoch 1723 | loss: 0.0311713 | val_loss: 0.0311812 | Time: 2001.98 ms [2020-12-18 17:10:49 main:581] : INFO : Epoch 1724 | loss: 0.031172 | val_loss: 0.0311812 | Time: 1993.66 ms [2020-12-18 17:10:51 main:581] : INFO : Epoch 1725 | loss: 0.0311737 | val_loss: 0.0311837 | Time: 1996.56 ms [2020-12-18 17:10:53 main:581] : INFO : Epoch 1726 | loss: 0.0311763 | val_loss: 0.0311811 | Time: 2003.71 ms [2020-12-18 17:10:55 main:581] : INFO : Epoch 1727 | loss: 0.0311742 | val_loss: 0.0311896 | Time: 1993.42 ms [2020-12-18 17:10:57 main:581] : INFO : Epoch 1728 | loss: 0.0311743 | val_loss: 0.031185 | Time: 1994.09 ms [2020-12-18 17:10:59 main:581] : INFO : Epoch 1729 | loss: 0.0311718 | val_loss: 0.0311834 | Time: 1992.69 ms [2020-12-18 17:11:01 main:581] : INFO : Epoch 1730 | loss: 0.0311738 | val_loss: 0.0311811 | Time: 2002.25 ms [2020-12-18 17:11:03 main:581] : INFO : Epoch 1731 | loss: 0.0311702 | val_loss: 0.0311827 | Time: 1994.9 ms [2020-12-18 17:11:05 main:581] : INFO : Epoch 1732 | loss: 0.0311701 | val_loss: 0.0311843 | Time: 1998.84 ms [2020-12-18 17:11:07 main:581] : INFO : Epoch 1733 | loss: 0.0311707 | val_loss: 0.0311825 | Time: 2002.93 ms [2020-12-18 17:11:09 main:581] : INFO : Epoch 1734 | loss: 0.0311716 | val_loss: 0.0311817 | Time: 2000.99 ms [2020-12-18 17:11:11 main:581] : INFO : Epoch 1735 | loss: 0.0311732 | val_loss: 0.0311849 | Time: 2004.98 ms [2020-12-18 17:11:13 main:581] : INFO : Epoch 1736 | loss: 0.0311724 | val_loss: 0.0311794 | Time: 1996.56 ms [2020-12-18 17:11:15 main:581] : INFO : Epoch 1737 | loss: 0.0311736 | val_loss: 0.0311789 | Time: 1994.46 ms [2020-12-18 17:11:17 main:581] : INFO : Epoch 1738 | loss: 0.031176 | val_loss: 0.0311801 | Time: 2000.76 ms [2020-12-18 17:11:19 main:581] : INFO : Epoch 1739 | loss: 0.0311751 | val_loss: 0.0311795 | Time: 1991.61 ms [2020-12-18 17:11:21 main:581] : INFO : Epoch 1740 | loss: 0.0311727 | val_loss: 0.0311763 | Time: 1992.95 ms [2020-12-18 17:11:23 main:581] : INFO : Epoch 1741 | loss: 0.0311719 | val_loss: 0.0311791 | Time: 2000.55 ms [2020-12-18 17:11:25 main:581] : INFO : Epoch 1742 | loss: 0.0311714 | val_loss: 0.0311773 | Time: 1989.98 ms [2020-12-18 17:11:27 main:581] : INFO : Epoch 1743 | loss: 0.0311703 | val_loss: 0.0311793 | Time: 1998.08 ms [2020-12-18 17:11:29 main:581] : INFO : Epoch 1744 | loss: 0.0311729 | val_loss: 0.0311787 | Time: 1988.68 ms [2020-12-18 17:11:31 main:581] : INFO : Epoch 1745 | loss: 0.0311761 | val_loss: 0.0311787 | Time: 1997.58 ms [2020-12-18 17:11:33 main:581] : INFO : Epoch 1746 | loss: 0.0311778 | val_loss: 0.0311781 | Time: 1990.98 ms [2020-12-18 17:11:35 main:581] : INFO : Epoch 1747 | loss: 0.0311768 | val_loss: 0.0311807 | Time: 2001.06 ms [2020-12-18 17:11:37 main:581] : INFO : Epoch 1748 | loss: 0.0311805 | val_loss: 0.0311803 | Time: 2001.5 ms [2020-12-18 17:11:39 main:581] : INFO : Epoch 1749 | loss: 0.0311714 | val_loss: 0.0311744 | Time: 2005.41 ms [2020-12-18 17:11:41 main:581] : INFO : Epoch 1750 | loss: 0.0311717 | val_loss: 0.0311755 | Time: 1993.55 ms [2020-12-18 17:11:43 main:581] : INFO : Epoch 1751 | loss: 0.031172 | val_loss: 0.0311756 | Time: 1992.14 ms [2020-12-18 17:11:45 main:581] : INFO : Epoch 1752 | loss: 0.0311697 | val_loss: 0.0311737 | Time: 1990.85 ms [2020-12-18 17:11:47 main:581] : INFO : Epoch 1753 | loss: 0.0311679 | val_loss: 0.0311742 | Time: 2001.59 ms [2020-12-18 17:11:49 main:581] : INFO : Epoch 1754 | loss: 0.0311682 | val_loss: 0.0311752 | Time: 1992.79 ms [2020-12-18 17:11:51 main:581] : INFO : Epoch 1755 | loss: 0.0311664 | val_loss: 0.0311755 | Time: 1992.81 ms [2020-12-18 17:11:53 main:581] : INFO : Epoch 1756 | loss: 0.0311685 | val_loss: 0.031181 | Time: 1991.96 ms [2020-12-18 17:11:55 main:581] : INFO : Epoch 1757 | loss: 0.0311762 | val_loss: 0.0311815 | Time: 2000.7 ms [2020-12-18 17:11:57 main:581] : INFO : Epoch 1758 | loss: 0.031173 | val_loss: 0.0311801 | Time: 1993.36 ms [2020-12-18 17:11:59 main:581] : INFO : Epoch 1759 | loss: 0.0311711 | val_loss: 0.0311778 | Time: 2001.1 ms [2020-12-18 17:12:01 main:581] : INFO : Epoch 1760 | loss: 0.0311716 | val_loss: 0.0311792 | Time: 1997.74 ms [2020-12-18 17:12:03 main:581] : INFO : Epoch 1761 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 1991.95 ms [2020-12-18 17:12:05 main:581] : INFO : Epoch 1762 | loss: 0.0311738 | val_loss: 0.031182 | Time: 1999.06 ms [2020-12-18 17:12:07 main:581] : INFO : Epoch 1763 | loss: 0.0311717 | val_loss: 0.0311765 | Time: 1989.93 ms [2020-12-18 17:12:09 main:581] : INFO : Epoch 1764 | loss: 0.031169 | val_loss: 0.0311789 | Time: 1997.78 ms [2020-12-18 17:12:11 main:581] : INFO : Epoch 1765 | loss: 0.0311683 | val_loss: 0.0311843 | Time: 1992.3 ms [2020-12-18 17:12:13 main:581] : INFO : Epoch 1766 | loss: 0.0311687 | val_loss: 0.0311758 | Time: 2000.22 ms [2020-12-18 17:12:15 main:581] : INFO : Epoch 1767 | loss: 0.0311679 | val_loss: 0.0311743 | Time: 1995.03 ms [2020-12-18 17:12:17 main:581] : INFO : Epoch 1768 | loss: 0.0311686 | val_loss: 0.0311733 | Time: 1999.83 ms [2020-12-18 17:12:19 main:581] : INFO : Epoch 1769 | loss: 0.0311682 | val_loss: 0.031174 | Time: 1989.47 ms [2020-12-18 17:12:21 main:581] : INFO : Epoch 1770 | loss: 0.0311651 | val_loss: 0.0311752 | Time: 1994.46 ms [2020-12-18 17:12:23 main:581] : INFO : Epoch 1771 | loss: 0.0311655 | val_loss: 0.0311769 | Time: 1991.77 ms [2020-12-18 17:12:25 main:581] : INFO : Epoch 1772 | loss: 0.0311642 | val_loss: 0.0311736 | Time: 1998.39 ms [2020-12-18 17:12:27 main:581] : INFO : Epoch 1773 | loss: 0.031163 | val_loss: 0.0311752 | Time: 1990.34 ms [2020-12-18 17:12:29 main:581] : INFO : Epoch 1774 | loss: 0.0311654 | val_loss: 0.0311794 | Time: 2000.09 ms [2020-12-18 17:12:31 main:581] : INFO : Epoch 1775 | loss: 0.0311651 | val_loss: 0.0311765 | Time: 1994.32 ms [2020-12-18 17:12:33 main:581] : INFO : Epoch 1776 | loss: 0.0311677 | val_loss: 0.0311736 | Time: 1994.79 ms [2020-12-18 17:12:35 main:581] : INFO : Epoch 1777 | loss: 0.0311662 | val_loss: 0.0311733 | Time: 2001.02 ms [2020-12-18 17:12:37 main:581] : INFO : Epoch 1778 | loss: 0.031171 | val_loss: 0.031177 | Time: 1991.14 ms [2020-12-18 17:12:39 main:581] : INFO : Epoch 1779 | loss: 0.0311635 | val_loss: 0.031176 | Time: 1997.6 ms [2020-12-18 17:12:41 main:581] : INFO : Epoch 1780 | loss: 0.0311644 | val_loss: 0.0311734 | Time: 1990.68 ms [2020-12-18 17:12:43 main:581] : INFO : Epoch 1781 | loss: 0.0311677 | val_loss: 0.0311755 | Time: 2000.35 ms [2020-12-18 17:12:45 main:581] : INFO : Epoch 1782 | loss: 0.031162 | val_loss: 0.0311782 | Time: 2000.1 ms [2020-12-18 17:12:47 main:581] : INFO : Epoch 1783 | loss: 0.0311643 | val_loss: 0.0311758 | Time: 1986.45 ms [2020-12-18 17:12:49 main:581] : INFO : Epoch 1784 | loss: 0.0311648 | val_loss: 0.031178 | Time: 1991.35 ms [2020-12-18 17:12:51 main:581] : INFO : Epoch 1785 | loss: 0.0311633 | val_loss: 0.0311745 | Time: 1992.42 ms [2020-12-18 17:12:53 main:581] : INFO : Epoch 1786 | loss: 0.0311608 | val_loss: 0.0311733 | Time: 1996.17 ms [2020-12-18 17:12:55 main:581] : INFO : Epoch 1787 | loss: 0.0311621 | val_loss: 0.031175 | Time: 1992.62 ms [2020-12-18 17:12:57 main:581] : INFO : Epoch 1788 | loss: 0.031163 | val_loss: 0.0311741 | Time: 1993.24 ms [2020-12-18 17:12:59 main:581] : INFO : Epoch 1789 | loss: 0.0311608 | val_loss: 0.031173 | Time: 2000.4 ms [2020-12-18 17:13:01 main:581] : INFO : Epoch 1790 | loss: 0.0311599 | val_loss: 0.031172 | Time: 1989.56 ms [2020-12-18 17:13:03 main:581] : INFO : Epoch 1791 | loss: 0.0311714 | val_loss: 0.0311841 | Time: 1991.32 ms [2020-12-18 17:13:05 main:581] : INFO : Epoch 1792 | loss: 0.0311804 | val_loss: 0.0311812 | Time: 1994.11 ms [2020-12-18 17:13:07 main:581] : INFO : Epoch 1793 | loss: 0.0311801 | val_loss: 0.0311797 | Time: 2001.11 ms [2020-12-18 17:13:09 main:581] : INFO : Epoch 1794 | loss: 0.0311747 | val_loss: 0.0311802 | Time: 1989.34 ms [2020-12-18 17:13:11 main:581] : INFO : Epoch 1795 | loss: 0.0311747 | val_loss: 0.031179 | Time: 2001.16 ms [2020-12-18 17:13:13 main:581] : INFO : Epoch 1796 | loss: 0.0311737 | val_loss: 0.0311773 | Time: 1993.23 ms [2020-12-18 17:13:15 main:581] : INFO : Epoch 1797 | loss: 0.0311722 | val_loss: 0.0311767 | Time: 1999.59 ms [2020-12-18 17:13:17 main:581] : INFO : Epoch 1798 | loss: 0.0311712 | val_loss: 0.0311728 | Time: 1991.13 ms [2020-12-18 17:13:19 main:581] : INFO : Epoch 1799 | loss: 0.031168 | val_loss: 0.0311734 | Time: 2001 ms [2020-12-18 17:13:21 main:581] : INFO : Epoch 1800 | loss: 0.031168 | val_loss: 0.0311744 | Time: 1991.61 ms [2020-12-18 17:13:23 main:581] : INFO : Epoch 1801 | loss: 0.0311672 | val_loss: 0.0311745 | Time: 1994 ms [2020-12-18 17:13:25 main:581] : INFO : Epoch 1802 | loss: 0.031166 | val_loss: 0.0311735 | Time: 1986.95 ms [2020-12-18 17:13:27 main:581] : INFO : Epoch 1803 | loss: 0.031166 | val_loss: 0.0311762 | Time: 1998.53 ms [2020-12-18 17:13:29 main:581] : INFO : Epoch 1804 | loss: 0.0311665 | val_loss: 0.0311732 | Time: 1988.45 ms [2020-12-18 17:13:31 main:581] : INFO : Epoch 1805 | loss: 0.0311641 | val_loss: 0.0311737 | Time: 1997.29 ms [2020-12-18 17:13:33 main:581] : INFO : Epoch 1806 | loss: 0.0311654 | val_loss: 0.031173 | Time: 1992.35 ms [2020-12-18 17:13:35 main:581] : INFO : Epoch 1807 | loss: 0.0311661 | val_loss: 0.0311729 | Time: 2002.63 ms [2020-12-18 17:13:37 main:581] : INFO : Epoch 1808 | loss: 0.0311644 | val_loss: 0.0311726 | Time: 1994.84 ms [2020-12-18 17:13:39 main:581] : INFO : Epoch 1809 | loss: 0.031163 | val_loss: 0.0311721 | Time: 2000.75 ms [2020-12-18 17:13:41 main:581] : INFO : Epoch 1810 | loss: 0.0311623 | val_loss: 0.0311738 | Time: 2001.9 ms [2020-12-18 17:13:43 main:581] : INFO : Epoch 1811 | loss: 0.0311619 | val_loss: 0.031172 | Time: 1992.47 ms [2020-12-18 17:13:45 main:581] : INFO : Epoch 1812 | loss: 0.0311602 | val_loss: 0.0311721 | Time: 1992.5 ms [2020-12-18 17:13:47 main:581] : INFO : Epoch 1813 | loss: 0.0311608 | val_loss: 0.0311739 | Time: 2013.39 ms [2020-12-18 17:13:49 main:581] : INFO : Epoch 1814 | loss: 0.0311608 | val_loss: 0.0311797 | Time: 1997.59 ms [2020-12-18 17:13:51 main:581] : INFO : Epoch 1815 | loss: 0.031165 | val_loss: 0.0311727 | Time: 1992.66 ms [2020-12-18 17:13:53 main:581] : INFO : Epoch 1816 | loss: 0.0311641 | val_loss: 0.0311749 | Time: 2002.07 ms [2020-12-18 17:13:55 main:581] : INFO : Epoch 1817 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 2003.68 ms [2020-12-18 17:13:57 main:581] : INFO : Epoch 1818 | loss: 0.0311591 | val_loss: 0.0311727 | Time: 1985.78 ms [2020-12-18 17:13:59 main:581] : INFO : Epoch 1819 | loss: 0.0311593 | val_loss: 0.0311729 | Time: 2001.52 ms [2020-12-18 17:14:01 main:581] : INFO : Epoch 1820 | loss: 0.0311591 | val_loss: 0.0311875 | Time: 1995.49 ms [2020-12-18 17:14:03 main:581] : INFO : Epoch 1821 | loss: 0.0311647 | val_loss: 0.0311752 | Time: 1999.35 ms [2020-12-18 17:14:05 main:581] : INFO : Epoch 1822 | loss: 0.0311607 | val_loss: 0.031172 | Time: 1991.89 ms [2020-12-18 17:14:07 main:581] : INFO : Epoch 1823 | loss: 0.0311589 | val_loss: 0.0311715 | Time: 1991.56 ms [2020-12-18 17:14:09 main:581] : INFO : Epoch 1824 | loss: 0.0311574 | val_loss: 0.0311727 | Time: 2005.52 ms [2020-12-18 17:14:11 main:581] : INFO : Epoch 1825 | loss: 0.0311589 | val_loss: 0.0311719 | Time: 1997.8 ms [2020-12-18 17:14:13 main:581] : INFO : Epoch 1826 | loss: 0.0311588 | val_loss: 0.0311749 | Time: 1996.41 ms [2020-12-18 17:14:15 main:581] : INFO : Epoch 1827 | loss: 0.0311605 | val_loss: 0.031173 | Time: 2001.19 ms [2020-12-18 17:14:17 main:581] : INFO : Epoch 1828 | loss: 0.0311585 | val_loss: 0.0311747 | Time: 2004.82 ms [2020-12-18 17:14:19 main:581] : INFO : Epoch 1829 | loss: 0.0311573 | val_loss: 0.0311755 | Time: 1984.24 ms [2020-12-18 17:14:21 main:581] : INFO : Epoch 1830 | loss: 0.0311561 | val_loss: 0.0311716 | Time: 2000.79 ms [2020-12-18 17:14:23 main:581] : INFO : Epoch 1831 | loss: 0.0311571 | val_loss: 0.0311748 | Time: 1993.82 ms [2020-12-18 17:14:25 main:581] : INFO : Epoch 1832 | loss: 0.0311568 | val_loss: 0.031172 | Time: 1995.06 ms [2020-12-18 17:14:27 main:581] : INFO : Epoch 1833 | loss: 0.0311581 | val_loss: 0.0311759 | Time: 1999.86 ms [2020-12-18 17:14:29 main:581] : INFO : Epoch 1834 | loss: 0.031157 | val_loss: 0.0311764 | Time: 2001.91 ms [2020-12-18 17:14:31 main:581] : INFO : Epoch 1835 | loss: 0.0311555 | val_loss: 0.0311731 | Time: 1994.7 ms [2020-12-18 17:14:33 main:581] : INFO : Epoch 1836 | loss: 0.0311536 | val_loss: 0.0311727 | Time: 1990.83 ms [2020-12-18 17:14:35 main:581] : INFO : Epoch 1837 | loss: 0.0311528 | val_loss: 0.031173 | Time: 1993.17 ms [2020-12-18 17:14:37 main:581] : INFO : Epoch 1838 | loss: 0.0311521 | val_loss: 0.0311724 | Time: 2004.42 ms [2020-12-18 17:14:39 main:581] : INFO : Epoch 1839 | loss: 0.031153 | val_loss: 0.0311739 | Time: 1995.71 ms [2020-12-18 17:14:41 main:581] : INFO : Epoch 1840 | loss: 0.0311541 | val_loss: 0.0311755 | Time: 2004.62 ms [2020-12-18 17:14:43 main:581] : INFO : Epoch 1841 | loss: 0.0311519 | val_loss: 0.0311728 | Time: 1994.55 ms [2020-12-18 17:14:45 main:581] : INFO : Epoch 1842 | loss: 0.0311508 | val_loss: 0.0311747 | Time: 1993.75 ms [2020-12-18 17:14:47 main:581] : INFO : Epoch 1843 | loss: 0.031155 | val_loss: 0.0311764 | Time: 2001.39 ms [2020-12-18 17:14:49 main:581] : INFO : Epoch 1844 | loss: 0.0311535 | val_loss: 0.0311768 | Time: 2002.28 ms [2020-12-18 17:14:51 main:581] : INFO : Epoch 1845 | loss: 0.0311512 | val_loss: 0.0311755 | Time: 1996.06 ms [2020-12-18 17:14:53 main:581] : INFO : Epoch 1846 | loss: 0.0311534 | val_loss: 0.0311731 | Time: 2004.4 ms [2020-12-18 17:14:55 main:581] : INFO : Epoch 1847 | loss: 0.0311512 | val_loss: 0.0311752 | Time: 1995.84 ms [2020-12-18 17:14:57 main:581] : INFO : Epoch 1848 | loss: 0.0311516 | val_loss: 0.0311776 | Time: 2000.32 ms [2020-12-18 17:14:59 main:581] : INFO : Epoch 1849 | loss: 0.0311527 | val_loss: 0.0311767 | Time: 1998.73 ms [2020-12-18 17:15:01 main:581] : INFO : Epoch 1850 | loss: 0.0311515 | val_loss: 0.0311777 | Time: 2006.43 ms [2020-12-18 17:15:03 main:581] : INFO : Epoch 1851 | loss: 0.031153 | val_loss: 0.0311772 | Time: 1995.64 ms [2020-12-18 17:15:05 main:581] : INFO : Epoch 1852 | loss: 0.0311539 | val_loss: 0.0311815 | Time: 2005.04 ms [2020-12-18 17:15:07 main:581] : INFO : Epoch 1853 | loss: 0.0311528 | val_loss: 0.0311769 | Time: 1994.89 ms [2020-12-18 17:15:09 main:581] : INFO : Epoch 1854 | loss: 0.0311514 | val_loss: 0.0311765 | Time: 1999.04 ms [2020-12-18 17:15:11 main:581] : INFO : Epoch 1855 | loss: 0.0311504 | val_loss: 0.0311735 | Time: 1994.44 ms [2020-12-18 17:15:13 main:581] : INFO : Epoch 1856 | loss: 0.0311494 | val_loss: 0.0311766 | Time: 2001.62 ms [2020-12-18 17:15:15 main:581] : INFO : Epoch 1857 | loss: 0.0311484 | val_loss: 0.0311801 | Time: 1986.79 ms [2020-12-18 17:15:17 main:581] : INFO : Epoch 1858 | loss: 0.0311505 | val_loss: 0.0311755 | Time: 2006.25 ms [2020-12-18 17:15:19 main:581] : INFO : Epoch 1859 | loss: 0.0311502 | val_loss: 0.0311777 | Time: 2010.03 ms [2020-12-18 17:15:21 main:581] : INFO : Epoch 1860 | loss: 0.0311488 | val_loss: 0.0311759 | Time: 1993.7 ms [2020-12-18 17:15:23 main:581] : INFO : Epoch 1861 | loss: 0.0311512 | val_loss: 0.0311745 | Time: 1992.84 ms [2020-12-18 17:15:25 main:581] : INFO : Epoch 1862 | loss: 0.031149 | val_loss: 0.0311788 | Time: 2001.6 ms [2020-12-18 17:15:27 main:581] : INFO : Epoch 1863 | loss: 0.0311501 | val_loss: 0.0311769 | Time: 1997.33 ms [2020-12-18 17:15:29 main:581] : INFO : Epoch 1864 | loss: 0.0311469 | val_loss: 0.0311757 | Time: 2005.07 ms [2020-12-18 17:15:31 main:581] : INFO : Epoch 1865 | loss: 0.0311462 | val_loss: 0.0311773 | Time: 1998.55 ms [2020-12-18 17:15:33 main:581] : INFO : Epoch 1866 | loss: 0.0311502 | val_loss: 0.0311828 | Time: 2002.69 ms [2020-12-18 17:15:35 main:581] : INFO : Epoch 1867 | loss: 0.0311544 | val_loss: 0.0311755 | Time: 2002.67 ms [2020-12-18 17:15:37 main:581] : INFO : Epoch 1868 | loss: 0.0311501 | val_loss: 0.0311787 | Time: 1994.38 ms [2020-12-18 17:15:39 main:581] : INFO : Epoch 1869 | loss: 0.0311487 | val_loss: 0.0311747 | Time: 2012.95 ms [2020-12-18 17:15:41 main:581] : INFO : Epoch 1870 | loss: 0.0311496 | val_loss: 0.0311727 | Time: 2006.62 ms [2020-12-18 17:15:43 main:581] : INFO : Epoch 1871 | loss: 0.031153 | val_loss: 0.0311748 | Time: 1991.54 ms [2020-12-18 17:15:45 main:581] : INFO : Epoch 1872 | loss: 0.0311515 | val_loss: 0.0311725 | Time: 2001.55 ms [2020-12-18 17:15:47 main:581] : INFO : Epoch 1873 | loss: 0.0311498 | val_loss: 0.0311774 | Time: 1995.34 ms [2020-12-18 17:15:49 main:581] : INFO : Epoch 1874 | loss: 0.0311519 | val_loss: 0.0311777 | Time: 1998.33 ms [2020-12-18 17:15:51 main:581] : INFO : Epoch 1875 | loss: 0.0311539 | val_loss: 0.0311726 | Time: 2000.67 ms [2020-12-18 17:15:53 main:581] : INFO : Epoch 1876 | loss: 0.0311545 | val_loss: 0.0311742 | Time: 1995.12 ms [2020-12-18 17:15:55 main:581] : INFO : Epoch 1877 | loss: 0.0311539 | val_loss: 0.0311758 | Time: 2004.43 ms [2020-12-18 17:15:57 main:581] : INFO : Epoch 1878 | loss: 0.0311488 | val_loss: 0.0311714 | Time: 1996.7 ms [2020-12-18 17:15:59 main:581] : INFO : Epoch 1879 | loss: 0.031149 | val_loss: 0.0311699 | Time: 2012.42 ms [2020-12-18 17:16:01 main:581] : INFO : Epoch 1880 | loss: 0.0311516 | val_loss: 0.031172 | Time: 1994.94 ms [2020-12-18 17:16:03 main:581] : INFO : Epoch 1881 | loss: 0.0311486 | val_loss: 0.0311727 | Time: 1999.04 ms [2020-12-18 17:16:05 main:581] : INFO : Epoch 1882 | loss: 0.0311518 | val_loss: 0.0311781 | Time: 2002.9 ms [2020-12-18 17:16:07 main:581] : INFO : Epoch 1883 | loss: 0.0311534 | val_loss: 0.0311759 | Time: 1998.4 ms [2020-12-18 17:16:09 main:581] : INFO : Epoch 1884 | loss: 0.0311477 | val_loss: 0.0311731 | Time: 2001.72 ms [2020-12-18 17:16:11 main:581] : INFO : Epoch 1885 | loss: 0.0311471 | val_loss: 0.0311758 | Time: 1997.25 ms [2020-12-18 17:16:13 main:581] : INFO : Epoch 1886 | loss: 0.0311463 | val_loss: 0.0311762 | Time: 2008.8 ms [2020-12-18 17:16:15 main:581] : INFO : Epoch 1887 | loss: 0.0311457 | val_loss: 0.0311746 | Time: 1993.08 ms [2020-12-18 17:16:17 main:581] : INFO : Epoch 1888 | loss: 0.031148 | val_loss: 0.0311709 | Time: 2001.3 ms [2020-12-18 17:16:19 main:581] : INFO : Epoch 1889 | loss: 0.03115 | val_loss: 0.0311743 | Time: 1993.53 ms [2020-12-18 17:16:21 main:581] : INFO : Epoch 1890 | loss: 0.0311521 | val_loss: 0.0311721 | Time: 2002.98 ms [2020-12-18 17:16:23 main:581] : INFO : Epoch 1891 | loss: 0.0311484 | val_loss: 0.0311712 | Time: 1994.19 ms [2020-12-18 17:16:25 main:581] : INFO : Epoch 1892 | loss: 0.0311471 | val_loss: 0.0311725 | Time: 1997.83 ms [2020-12-18 17:16:27 main:581] : INFO : Epoch 1893 | loss: 0.0311463 | val_loss: 0.0311761 | Time: 2005.84 ms [2020-12-18 17:16:29 main:581] : INFO : Epoch 1894 | loss: 0.0311466 | val_loss: 0.031173 | Time: 1999.3 ms [2020-12-18 17:16:31 main:581] : INFO : Epoch 1895 | loss: 0.0311443 | val_loss: 0.0311735 | Time: 2001.26 ms [2020-12-18 17:16:33 main:581] : INFO : Epoch 1896 | loss: 0.0311444 | val_loss: 0.031173 | Time: 2002.04 ms [2020-12-18 17:16:35 main:581] : INFO : Epoch 1897 | loss: 0.0311528 | val_loss: 0.0311757 | Time: 1995.6 ms [2020-12-18 17:16:37 main:581] : INFO : Epoch 1898 | loss: 0.0311546 | val_loss: 0.031173 | Time: 2005.28 ms [2020-12-18 17:16:39 main:581] : INFO : Epoch 1899 | loss: 0.0311504 | val_loss: 0.0311727 | Time: 1997.58 ms [2020-12-18 17:16:41 main:581] : INFO : Epoch 1900 | loss: 0.0311493 | val_loss: 0.0311783 | Time: 2003.38 ms [2020-12-18 17:16:43 main:581] : INFO : Epoch 1901 | loss: 0.0311477 | val_loss: 0.0311734 | Time: 1993.62 ms [2020-12-18 17:16:45 main:581] : INFO : Epoch 1902 | loss: 0.031145 | val_loss: 0.0311732 | Time: 1994.29 ms [2020-12-18 17:16:47 main:581] : INFO : Epoch 1903 | loss: 0.0311481 | val_loss: 0.0311741 | Time: 2004.69 ms [2020-12-18 17:16:49 main:581] : INFO : Epoch 1904 | loss: 0.0311461 | val_loss: 0.0311775 | Time: 2003.44 ms [2020-12-18 17:16:51 main:581] : INFO : Epoch 1905 | loss: 0.0311448 | val_loss: 0.0311757 | Time: 2005.2 ms [2020-12-18 17:16:53 main:581] : INFO : Epoch 1906 | loss: 0.0311441 | val_loss: 0.0311759 | Time: 1993.59 ms [2020-12-18 17:16:55 main:581] : INFO : Epoch 1907 | loss: 0.0311454 | val_loss: 0.0311712 | Time: 2001.41 ms [2020-12-18 17:16:57 main:581] : INFO : Epoch 1908 | loss: 0.0311436 | val_loss: 0.0311723 | Time: 1994.96 ms [2020-12-18 17:16:59 main:581] : INFO : Epoch 1909 | loss: 0.0311431 | val_loss: 0.0311737 | Time: 2003.39 ms [2020-12-18 17:17:01 main:581] : INFO : Epoch 1910 | loss: 0.0311439 | val_loss: 0.0311734 | Time: 1995.53 ms [2020-12-18 17:17:03 main:581] : INFO : Epoch 1911 | loss: 0.0311439 | val_loss: 0.0311758 | Time: 2004 ms [2020-12-18 17:17:05 main:581] : INFO : Epoch 1912 | loss: 0.0311442 | val_loss: 0.031175 | Time: 1992.33 ms [2020-12-18 17:17:07 main:581] : INFO : Epoch 1913 | loss: 0.0311466 | val_loss: 0.031186 | Time: 1997.87 ms [2020-12-18 17:17:09 main:581] : INFO : Epoch 1914 | loss: 0.0311483 | val_loss: 0.031178 | Time: 2004.09 ms [2020-12-18 17:17:11 main:581] : INFO : Epoch 1915 | loss: 0.0311448 | val_loss: 0.0311759 | Time: 2004.36 ms [2020-12-18 17:17:13 main:581] : INFO : Epoch 1916 | loss: 0.0311426 | val_loss: 0.0311751 | Time: 1993.13 ms [2020-12-18 17:17:15 main:581] : INFO : Epoch 1917 | loss: 0.0311413 | val_loss: 0.0311697 | Time: 2004.43 ms [2020-12-18 17:17:17 main:581] : INFO : Epoch 1918 | loss: 0.0311419 | val_loss: 0.0311732 | Time: 1998.15 ms [2020-12-18 17:17:19 main:581] : INFO : Epoch 1919 | loss: 0.0311448 | val_loss: 0.0311771 | Time: 1993.87 ms [2020-12-18 17:17:21 main:581] : INFO : Epoch 1920 | loss: 0.0311438 | val_loss: 0.0311808 | Time: 1992.34 ms [2020-12-18 17:17:23 main:581] : INFO : Epoch 1921 | loss: 0.0311448 | val_loss: 0.0311774 | Time: 2003.25 ms [2020-12-18 17:17:25 main:581] : INFO : Epoch 1922 | loss: 0.0311455 | val_loss: 0.0311748 | Time: 1993.61 ms [2020-12-18 17:17:27 main:581] : INFO : Epoch 1923 | loss: 0.0311475 | val_loss: 0.0311751 | Time: 2003.63 ms [2020-12-18 17:17:29 main:581] : INFO : Epoch 1924 | loss: 0.0311505 | val_loss: 0.0311762 | Time: 1996.81 ms [2020-12-18 17:17:31 main:581] : INFO : Epoch 1925 | loss: 0.0311479 | val_loss: 0.031179 | Time: 2005.59 ms [2020-12-18 17:17:33 main:581] : INFO : Epoch 1926 | loss: 0.0311452 | val_loss: 0.0311739 | Time: 2004.28 ms [2020-12-18 17:17:35 main:581] : INFO : Epoch 1927 | loss: 0.0311454 | val_loss: 0.0311777 | Time: 1998.35 ms [2020-12-18 17:17:37 main:581] : INFO : Epoch 1928 | loss: 0.0311493 | val_loss: 0.0311776 | Time: 1996.58 ms [2020-12-18 17:17:39 main:581] : INFO : Epoch 1929 | loss: 0.0311485 | val_loss: 0.0311733 | Time: 2006.03 ms [2020-12-18 17:17:41 main:581] : INFO : Epoch 1930 | loss: 0.031148 | val_loss: 0.0311805 | Time: 2007.61 ms [2020-12-18 17:17:43 main:581] : INFO : Epoch 1931 | loss: 0.0311452 | val_loss: 0.0311756 | Time: 2004.78 ms [2020-12-18 17:17:45 main:581] : INFO : Epoch 1932 | loss: 0.0311452 | val_loss: 0.031177 | Time: 2000.09 ms [2020-12-18 17:17:47 main:581] : INFO : Epoch 1933 | loss: 0.0311424 | val_loss: 0.0311759 | Time: 2008.28 ms [2020-12-18 17:17:49 main:581] : INFO : Epoch 1934 | loss: 0.0311414 | val_loss: 0.031176 | Time: 2007.25 ms [2020-12-18 17:17:51 main:581] : INFO : Epoch 1935 | loss: 0.0311406 | val_loss: 0.0311766 | Time: 2000.08 ms [2020-12-18 17:17:53 main:581] : INFO : Epoch 1936 | loss: 0.0311401 | val_loss: 0.0311768 | Time: 2006.7 ms [2020-12-18 17:17:55 main:581] : INFO : Epoch 1937 | loss: 0.0311427 | val_loss: 0.0311766 | Time: 2001.48 ms [2020-12-18 17:17:57 main:581] : INFO : Epoch 1938 | loss: 0.0311428 | val_loss: 0.0311821 | Time: 2008.36 ms [2020-12-18 17:17:59 main:581] : INFO : Epoch 1939 | loss: 0.0311461 | val_loss: 0.0311771 | Time: 1997.54 ms [2020-12-18 17:18:01 main:581] : INFO : Epoch 1940 | loss: 0.0311492 | val_loss: 0.0311701 | Time: 1992.32 ms [2020-12-18 17:18:03 main:581] : INFO : Epoch 1941 | loss: 0.0311455 | val_loss: 0.0311737 | Time: 1995.61 ms [2020-12-18 17:18:05 main:581] : INFO : Epoch 1942 | loss: 0.0311463 | val_loss: 0.0311802 | Time: 2006.77 ms [2020-12-18 17:18:07 main:581] : INFO : Epoch 1943 | loss: 0.0311476 | val_loss: 0.0311806 | Time: 1998.53 ms [2020-12-18 17:18:09 main:581] : INFO : Epoch 1944 | loss: 0.0311431 | val_loss: 0.0311803 | Time: 2002.27 ms [2020-12-18 17:18:11 main:581] : INFO : Epoch 1945 | loss: 0.0311406 | val_loss: 0.0311798 | Time: 1996.63 ms [2020-12-18 17:18:13 main:581] : INFO : Epoch 1946 | loss: 0.0311391 | val_loss: 0.0311789 | Time: 2010.2 ms [2020-12-18 17:18:15 main:581] : INFO : Epoch 1947 | loss: 0.0311435 | val_loss: 0.0311782 | Time: 1998.92 ms [2020-12-18 17:18:17 main:581] : INFO : Epoch 1948 | loss: 0.0311468 | val_loss: 0.0311816 | Time: 2001.98 ms [2020-12-18 17:18:19 main:581] : INFO : Epoch 1949 | loss: 0.0311445 | val_loss: 0.0311774 | Time: 2008.94 ms [2020-12-18 17:18:21 main:581] : INFO : Epoch 1950 | loss: 0.0311418 | val_loss: 0.0311722 | Time: 1997.53 ms [2020-12-18 17:18:23 main:581] : INFO : Epoch 1951 | loss: 0.0311423 | val_loss: 0.0311816 | Time: 2007.14 ms [2020-12-18 17:18:25 main:581] : INFO : Epoch 1952 | loss: 0.0311433 | val_loss: 0.0311847 | Time: 2006.12 ms [2020-12-18 17:18:27 main:581] : INFO : Epoch 1953 | loss: 0.0311417 | val_loss: 0.0311832 | Time: 1997.45 ms [2020-12-18 17:18:29 main:581] : INFO : Epoch 1954 | loss: 0.0311426 | val_loss: 0.0311798 | Time: 1999.01 ms [2020-12-18 17:18:31 main:581] : INFO : Epoch 1955 | loss: 0.0311399 | val_loss: 0.0311836 | Time: 2010.86 ms [2020-12-18 17:18:33 main:581] : INFO : Epoch 1956 | loss: 0.031142 | val_loss: 0.031183 | Time: 2009.66 ms [2020-12-18 17:18:35 main:581] : INFO : Epoch 1957 | loss: 0.0311419 | val_loss: 0.0311777 | Time: 1998.56 ms [2020-12-18 17:18:37 main:581] : INFO : Epoch 1958 | loss: 0.031138 | val_loss: 0.0311775 | Time: 1997.82 ms [2020-12-18 17:18:39 main:581] : INFO : Epoch 1959 | loss: 0.0311374 | val_loss: 0.0311759 | Time: 2003.72 ms [2020-12-18 17:18:41 main:581] : INFO : Epoch 1960 | loss: 0.0311419 | val_loss: 0.0311733 | Time: 2004.54 ms [2020-12-18 17:18:43 main:581] : INFO : Epoch 1961 | loss: 0.0311439 | val_loss: 0.0311749 | Time: 2008.67 ms [2020-12-18 17:18:45 main:581] : INFO : Epoch 1962 | loss: 0.0311477 | val_loss: 0.0311766 | Time: 1999.11 ms [2020-12-18 17:18:47 main:581] : INFO : Epoch 1963 | loss: 0.0311527 | val_loss: 0.031174 | Time: 1999.36 ms [2020-12-18 17:18:49 main:581] : INFO : Epoch 1964 | loss: 0.0311453 | val_loss: 0.0311744 | Time: 2004.91 ms [2020-12-18 17:18:51 main:581] : INFO : Epoch 1965 | loss: 0.0311467 | val_loss: 0.0311719 | Time: 2002.09 ms [2020-12-18 17:18:53 main:581] : INFO : Epoch 1966 | loss: 0.0311429 | val_loss: 0.031175 | Time: 1995.7 ms [2020-12-18 17:18:55 main:581] : INFO : Epoch 1967 | loss: 0.0311394 | val_loss: 0.0311725 | Time: 1998.98 ms [2020-12-18 17:18:57 main:581] : INFO : Epoch 1968 | loss: 0.0311397 | val_loss: 0.0311745 | Time: 2007.02 ms [2020-12-18 17:18:59 main:581] : INFO : Epoch 1969 | loss: 0.0311381 | val_loss: 0.0311735 | Time: 1996.59 ms [2020-12-18 17:19:01 main:581] : INFO : Epoch 1970 | loss: 0.0311396 | val_loss: 0.0311768 | Time: 2006.22 ms [2020-12-18 17:19:03 main:581] : INFO : Epoch 1971 | loss: 0.0311389 | val_loss: 0.0311754 | Time: 1998.68 ms [2020-12-18 17:19:05 main:581] : INFO : Epoch 1972 | loss: 0.0311415 | val_loss: 0.0311736 | Time: 2009.09 ms [2020-12-18 17:19:07 main:581] : INFO : Epoch 1973 | loss: 0.0311438 | val_loss: 0.0311719 | Time: 2003.67 ms [2020-12-18 17:19:09 main:581] : INFO : Epoch 1974 | loss: 0.0311417 | val_loss: 0.0311789 | Time: 2001.14 ms [2020-12-18 17:19:11 main:581] : INFO : Epoch 1975 | loss: 0.0311477 | val_loss: 0.0311786 | Time: 2000.95 ms [2020-12-18 17:19:13 main:581] : INFO : Epoch 1976 | loss: 0.0311431 | val_loss: 0.0311758 | Time: 2003.09 ms [2020-12-18 17:19:15 main:581] : INFO : Epoch 1977 | loss: 0.031142 | val_loss: 0.0311748 | Time: 2010.58 ms [2020-12-18 17:19:17 main:581] : INFO : Epoch 1978 | loss: 0.0311406 | val_loss: 0.0311759 | Time: 1998.65 ms [2020-12-18 17:19:19 main:581] : INFO : Epoch 1979 | loss: 0.0311376 | val_loss: 0.0311764 | Time: 1998.52 ms [2020-12-18 17:19:21 main:581] : INFO : Epoch 1980 | loss: 0.0311393 | val_loss: 0.0311762 | Time: 2000.62 ms [2020-12-18 17:19:23 main:581] : INFO : Epoch 1981 | loss: 0.0311421 | val_loss: 0.0311731 | Time: 2010.19 ms [2020-12-18 17:19:25 main:581] : INFO : Epoch 1982 | loss: 0.0311407 | val_loss: 0.0311776 | Time: 2000.32 ms [2020-12-18 17:19:27 main:581] : INFO : Epoch 1983 | loss: 0.0311474 | val_loss: 0.0311717 | Time: 2011.18 ms [2020-12-18 17:19:29 main:581] : INFO : Epoch 1984 | loss: 0.0311451 | val_loss: 0.0311734 | Time: 2004.7 ms [2020-12-18 17:19:31 main:581] : INFO : Epoch 1985 | loss: 0.0311406 | val_loss: 0.0311725 | Time: 2017.27 ms [2020-12-18 17:19:33 main:581] : INFO : Epoch 1986 | loss: 0.0311373 | val_loss: 0.0311741 | Time: 2008.9 ms [2020-12-18 17:19:35 main:581] : INFO : Epoch 1987 | loss: 0.0311506 | val_loss: 0.0311824 | Time: 2001.16 ms [2020-12-18 17:19:37 main:581] : INFO : Epoch 1988 | loss: 0.0311679 | val_loss: 0.0311803 | Time: 2009.1 ms [2020-12-18 17:19:39 main:581] : INFO : Epoch 1989 | loss: 0.0311671 | val_loss: 0.031179 | Time: 1998.93 ms [2020-12-18 17:19:41 main:581] : INFO : Epoch 1990 | loss: 0.0311624 | val_loss: 0.0311745 | Time: 2007.71 ms [2020-12-18 17:19:43 main:581] : INFO : Epoch 1991 | loss: 0.031159 | val_loss: 0.0311867 | Time: 2003.42 ms [2020-12-18 17:19:45 main:581] : INFO : Epoch 1992 | loss: 0.0311621 | val_loss: 0.0311728 | Time: 2010.17 ms [2020-12-18 17:19:47 main:581] : INFO : Epoch 1993 | loss: 0.0311596 | val_loss: 0.0311717 | Time: 2008.66 ms [2020-12-18 17:19:49 main:581] : INFO : Epoch 1994 | loss: 0.0311538 | val_loss: 0.0311741 | Time: 2000.75 ms [2020-12-18 17:19:51 main:581] : INFO : Epoch 1995 | loss: 0.0311528 | val_loss: 0.0311705 | Time: 2009.86 ms [2020-12-18 17:19:53 main:581] : INFO : Epoch 1996 | loss: 0.0311518 | val_loss: 0.0311736 | Time: 2000.6 ms [2020-12-18 17:19:55 main:581] : INFO : Epoch 1997 | loss: 0.0311512 | val_loss: 0.031171 | Time: 2013.6 ms [2020-12-18 17:19:57 main:581] : INFO : Epoch 1998 | loss: 0.0311496 | val_loss: 0.0311692 | Time: 1998.4 ms [2020-12-18 17:19:59 main:581] : INFO : Epoch 1999 | loss: 0.0311487 | val_loss: 0.0311752 | Time: 2008.95 ms [2020-12-18 17:20:01 main:581] : INFO : Epoch 2000 | loss: 0.0311511 | val_loss: 0.0311742 | Time: 2016.25 ms [2020-12-18 17:20:03 main:581] : INFO : Epoch 2001 | loss: 0.0311493 | val_loss: 0.0311725 | Time: 2018.35 ms [2020-12-18 17:20:05 main:581] : INFO : Epoch 2002 | loss: 0.0311494 | val_loss: 0.0311742 | Time: 2019.16 ms [2020-12-18 17:20:07 main:581] : INFO : Epoch 2003 | loss: 0.0311475 | val_loss: 0.0311717 | Time: 2011.54 ms [2020-12-18 17:20:09 main:581] : INFO : Epoch 2004 | loss: 0.0311495 | val_loss: 0.0311741 | Time: 1999.34 ms [2020-12-18 17:20:11 main:581] : INFO : Epoch 2005 | loss: 0.0311457 | val_loss: 0.0311714 | Time: 2001.1 ms [2020-12-18 17:20:13 main:581] : INFO : Epoch 2006 | loss: 0.0311452 | val_loss: 0.0311754 | Time: 2007.62 ms [2020-12-18 17:20:15 main:581] : INFO : Epoch 2007 | loss: 0.0311464 | val_loss: 0.0311744 | Time: 2013.42 ms [2020-12-18 17:20:17 main:581] : INFO : Epoch 2008 | loss: 0.0311462 | val_loss: 0.0311769 | Time: 2001.49 ms [2020-12-18 17:20:19 main:581] : INFO : Epoch 2009 | loss: 0.031147 | val_loss: 0.0311708 | Time: 2006.81 ms [2020-12-18 17:20:21 main:581] : INFO : Epoch 2010 | loss: 0.0311459 | val_loss: 0.031175 | Time: 2000.22 ms [2020-12-18 17:20:23 main:581] : INFO : Epoch 2011 | loss: 0.0311451 | val_loss: 0.0311742 | Time: 2004.5 ms [2020-12-18 17:20:25 main:581] : INFO : Epoch 2012 | loss: 0.031144 | val_loss: 0.0311741 | Time: 2000.57 ms [2020-12-18 17:20:27 main:581] : INFO : Epoch 2013 | loss: 0.0311404 | val_loss: 0.0311769 | Time: 2011.67 ms [2020-12-18 17:20:29 main:581] : INFO : Epoch 2014 | loss: 0.0311463 | val_loss: 0.0311741 | Time: 2000.48 ms [2020-12-18 17:20:31 main:581] : INFO : Epoch 2015 | loss: 0.0311445 | val_loss: 0.0311761 | Time: 2008.84 ms [2020-12-18 17:20:33 main:581] : INFO : Epoch 2016 | loss: 0.0311504 | val_loss: 0.0311817 | Time: 2011.32 ms [2020-12-18 17:20:35 main:581] : INFO : Epoch 2017 | loss: 0.0311433 | val_loss: 0.0311727 | Time: 2002.8 ms [2020-12-18 17:20:37 main:581] : INFO : Epoch 2018 | loss: 0.0311419 | val_loss: 0.0311713 | Time: 2010.91 ms [2020-12-18 17:20:39 main:581] : INFO : Epoch 2019 | loss: 0.0311406 | val_loss: 0.0311755 | Time: 2015.17 ms [2020-12-18 17:20:41 main:581] : INFO : Epoch 2020 | loss: 0.0311405 | val_loss: 0.0311713 | Time: 2011.85 ms [2020-12-18 17:20:43 main:581] : INFO : Epoch 2021 | loss: 0.0311379 | val_loss: 0.0311783 | Time: 2019.5 ms [2020-12-18 17:20:45 main:581] : INFO : Epoch 2022 | loss: 0.0311423 | val_loss: 0.0311745 | Time: 2010.38 ms [2020-12-18 17:20:47 main:581] : INFO : Epoch 2023 | loss: 0.0311409 | val_loss: 0.0311733 | Time: 2006.9 ms [2020-12-18 17:20:49 main:581] : INFO : Epoch 2024 | loss: 0.0311396 | val_loss: 0.0311705 | Time: 2003.56 ms [2020-12-18 17:20:51 main:581] : INFO : Epoch 2025 | loss: 0.0311388 | val_loss: 0.0311752 | Time: 2013.76 ms [2020-12-18 17:20:53 main:581] : INFO : Epoch 2026 | loss: 0.0311386 | val_loss: 0.0311736 | Time: 2023.03 ms [2020-12-18 17:20:55 main:581] : INFO : Epoch 2027 | loss: 0.0311376 | val_loss: 0.0311743 | Time: 2021.77 ms [2020-12-18 17:20:57 main:581] : INFO : Epoch 2028 | loss: 0.0311372 | val_loss: 0.0311774 | Time: 2004.87 ms [2020-12-18 17:20:59 main:581] : INFO : Epoch 2029 | loss: 0.0311373 | val_loss: 0.031175 | Time: 2008.6 ms [2020-12-18 17:21:01 main:581] : INFO : Epoch 2030 | loss: 0.0311363 | val_loss: 0.031173 | Time: 2017.58 ms [2020-12-18 17:21:03 main:581] : INFO : Epoch 2031 | loss: 0.0311395 | val_loss: 0.0311882 | Time: 2017.11 ms [2020-12-18 17:21:05 main:581] : INFO : Epoch 2032 | loss: 0.0311465 | val_loss: 0.031169 | Time: 2001.23 ms [2020-12-18 17:21:07 main:581] : INFO : Epoch 2033 | loss: 0.0311403 | val_loss: 0.0311712 | Time: 2015.54 ms [2020-12-18 17:21:09 main:581] : INFO : Epoch 2034 | loss: 0.0311374 | val_loss: 0.0311784 | Time: 2006.47 ms [2020-12-18 17:21:11 main:581] : INFO : Epoch 2035 | loss: 0.031138 | val_loss: 0.0311704 | Time: 2003.42 ms [2020-12-18 17:21:13 main:581] : INFO : Epoch 2036 | loss: 0.0311378 | val_loss: 0.0311722 | Time: 2023.17 ms [2020-12-18 17:21:15 main:581] : INFO : Epoch 2037 | loss: 0.031143 | val_loss: 0.0311762 | Time: 2001.75 ms [2020-12-18 17:21:18 main:581] : INFO : Epoch 2038 | loss: 0.0311499 | val_loss: 0.0311693 | Time: 2014.54 ms [2020-12-18 17:21:20 main:581] : INFO : Epoch 2039 | loss: 0.0311451 | val_loss: 0.0311749 | Time: 2000.69 ms [2020-12-18 17:21:22 main:581] : INFO : Epoch 2040 | loss: 0.031141 | val_loss: 0.0311809 | Time: 2002.9 ms [2020-12-18 17:21:24 main:581] : INFO : Epoch 2041 | loss: 0.031141 | val_loss: 0.0311735 | Time: 2013.4 ms [2020-12-18 17:21:26 main:581] : INFO : Epoch 2042 | loss: 0.0311372 | val_loss: 0.0311728 | Time: 2005.42 ms [2020-12-18 17:21:28 main:581] : INFO : Epoch 2043 | loss: 0.031137 | val_loss: 0.0311727 | Time: 2008.64 ms [2020-12-18 17:21:30 main:581] : INFO : Epoch 2044 | loss: 0.0311379 | val_loss: 0.031179 | Time: 2006.36 ms [2020-12-18 17:21:32 main:581] : INFO : Epoch 2045 | loss: 0.0311384 | val_loss: 0.0311812 | Time: 1998.28 ms [2020-12-18 17:21:34 main:581] : INFO : Epoch 2046 | loss: 0.0311369 | val_loss: 0.0311762 | Time: 2021.29 ms [2020-12-18 17:21:36 main:581] : INFO : Epoch 2047 | loss: 0.0311396 | val_loss: 0.0311784 | Time: 2014.29 ms [2020-12-18 17:21:38 main:581] : INFO : Epoch 2048 | loss: 0.0311382 | val_loss: 0.0311735 | Time: 2004.42 ms [2020-12-18 17:21:38 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311735 [2020-12-18 17:21:38 main:610] : INFO : Saving end state to config to file [2020-12-18 17:21:38 main:615] : INFO : Success, exiting.. 17:21:38 (2390805): 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)