Task 4647144
| Name | ParityModified-1617246886-27092-0_2 |
| Workunit | 2593499 |
| Created | 6 Apr 2021, 23:57:54 UTC |
| Sent | 7 Apr 2021, 0:25:33 UTC |
| Report deadline | 15 Apr 2021, 0:25:33 UTC |
| Received | 7 Apr 2021, 7:17:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 9 min 11 sec |
| CPU time | 1 hours 9 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.00 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 | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 5 main:581] : INFO : Epoch 1538 | loss: 0.0310151 | val_loss: 0.031223 | Time: 2026.22 ms [2021-04-07 03:00:38 main:581] : INFO : Epoch 1539 | loss: 0.0310229 | val_loss: 0.0312345 | Time: 2014.53 ms [2021-04-07 03:00:40 main:581] : INFO : Epoch 1540 | loss: 0.0310177 | val_loss: 0.0312333 | Time: 2027.37 ms [2021-04-07 03:00:42 main:581] : INFO : Epoch 1541 | loss: 0.0310105 | val_loss: 0.0312384 | Time: 2000.87 ms [2021-04-07 03:00:44 main:581] : INFO : Epoch 1542 | loss: 0.0310088 | val_loss: 0.0312363 | Time: 1989.78 ms [2021-04-07 03:00:46 main:581] : INFO : Epoch 1543 | loss: 0.031002 | val_loss: 0.0312269 | Time: 1986.49 ms [2021-04-07 03:00:48 main:581] : INFO : Epoch 1544 | loss: 0.0310043 | val_loss: 0.0312243 | Time: 2036.27 ms [2021-04-07 03:00:50 main:581] : INFO : Epoch 1545 | loss: 0.0310105 | val_loss: 0.0312291 | Time: 2075.35 ms [2021-04-07 03:00:52 main:581] : INFO : Epoch 1546 | loss: 0.0310072 | val_loss: 0.0312297 | Time: 2060.28 ms [2021-04-07 03:00:54 main:581] : INFO : Epoch 1547 | loss: 0.0310028 | val_loss: 0.0312305 | Time: 1993.49 ms [2021-04-07 03:00:56 main:581] : INFO : Epoch 1548 | loss: 0.0310076 | val_loss: 0.0312185 | Time: 1997.06 ms [2021-04-07 03:00:58 main:581] : INFO : Epoch 1549 | loss: 0.0310067 | val_loss: 0.0312325 | Time: 2045.18 ms [2021-04-07 03:01:00 main:581] : INFO : Epoch 1550 | loss: 0.0310027 | val_loss: 0.0312236 | Time: 2090.74 ms [2021-04-07 03:01:02 main:581] : INFO : Epoch 1551 | loss: 0.0310061 | val_loss: 0.031222 | Time: 2023.85 ms [2021-04-07 03:01:04 main:581] : INFO : Epoch 1552 | loss: 0.0310128 | val_loss: 0.0312264 | Time: 2009.87 ms [2021-04-07 03:01:06 main:581] : INFO : Epoch 1553 | loss: 0.0310225 | val_loss: 0.0312338 | Time: 2015.27 ms [2021-04-07 03:01:08 main:581] : INFO : Epoch 1554 | loss: 0.0310259 | val_loss: 0.031219 | Time: 2010.81 ms [2021-04-07 03:01:10 main:581] : INFO : Epoch 1555 | loss: 0.0310111 | val_loss: 0.031226 | Time: 2038.11 ms [2021-04-07 03:01:12 main:581] : INFO : Epoch 1556 | loss: 0.0310189 | val_loss: 0.0312284 | Time: 2077.58 ms [2021-04-07 03:01:14 main:581] : INFO : Epoch 1557 | loss: 0.0310231 | val_loss: 0.0312071 | Time: 2108.82 ms [2021-04-07 03:01:16 main:581] : INFO : Epoch 1558 | loss: 0.0310116 | val_loss: 0.0312189 | Time: 2081.64 ms [2021-04-07 03:01:18 main:581] : INFO : Epoch 1559 | loss: 0.0310049 | val_loss: 0.0312272 | Time: 2015.34 ms [2021-04-07 03:01:20 main:581] : INFO : Epoch 1560 | loss: 0.0310028 | val_loss: 0.0312456 | Time: 2008.9 ms [2021-04-07 03:01:22 main:581] : INFO : Epoch 1561 | loss: 0.0310068 | val_loss: 0.0312309 | Time: 2011.25 ms [2021-04-07 03:01:24 main:581] : INFO : Epoch 1562 | loss: 0.0310054 | val_loss: 0.0312457 | Time: 2008.32 ms [2021-04-07 03:01:26 main:581] : INFO : Epoch 1563 | loss: 0.0310054 | val_loss: 0.0312433 | Time: 2012.13 ms [2021-04-07 03:01:28 main:581] : INFO : Epoch 1564 | loss: 0.0309992 | val_loss: 0.0312452 | Time: 2012.99 ms [2021-04-07 03:01:30 main:581] : INFO : Epoch 1565 | loss: 0.0310017 | val_loss: 0.031245 | Time: 2008.68 ms [2021-04-07 03:01:32 main:581] : INFO : Epoch 1566 | loss: 0.0310074 | val_loss: 0.0312308 | Time: 2015.7 ms [2021-04-07 03:01:34 main:581] : INFO : Epoch 1567 | loss: 0.0310155 | val_loss: 0.0312207 | Time: 2003.06 ms [2021-04-07 03:01:36 main:581] : INFO : Epoch 1568 | loss: 0.0310115 | val_loss: 0.0312372 | Time: 2012 ms [2021-04-07 03:01:38 main:581] : INFO : Epoch 1569 | loss: 0.0310042 | val_loss: 0.0312273 | Time: 2009.96 ms [2021-04-07 03:01:40 main:581] : INFO : Epoch 1570 | loss: 0.031007 | val_loss: 0.0312316 | Time: 2014.62 ms [2021-04-07 03:01:42 main:581] : INFO : Epoch 1571 | loss: 0.0310169 | val_loss: 0.0312283 | Time: 2013.82 ms [2021-04-07 03:01:44 main:581] : INFO : Epoch 1572 | loss: 0.0310038 | val_loss: 0.0312476 | Time: 2012.16 ms [2021-04-07 03:01:46 main:581] : INFO : Epoch 1573 | loss: 0.0310048 | val_loss: 0.0312273 | Time: 2010.86 ms [2021-04-07 03:01:48 main:581] : INFO : Epoch 1574 | loss: 0.0310049 | val_loss: 0.0312327 | Time: 2007.28 ms [2021-04-07 03:01:50 main:581] : INFO : Epoch 1575 | loss: 0.0310013 | val_loss: 0.0312297 | Time: 2009.69 ms [2021-04-07 03:01:52 main:581] : INFO : Epoch 1576 | loss: 0.0310028 | val_loss: 0.0312402 | Time: 2008.74 ms [2021-04-07 03:01:54 main:581] : INFO : Epoch 1577 | loss: 0.031014 | val_loss: 0.0312141 | Time: 1996.98 ms [2021-04-07 03:01:56 main:581] : INFO : Epoch 1578 | loss: 0.0310078 | val_loss: 0.0312657 | Time: 2019.33 ms [2021-04-07 03:01:58 main:581] : INFO : Epoch 1579 | loss: 0.0310068 | val_loss: 0.0312278 | Time: 2002.65 ms [2021-04-07 03:02:00 main:581] : INFO : Epoch 1580 | loss: 0.031023 | val_loss: 0.0312084 | Time: 2006.75 ms [2021-04-07 03:02:02 main:581] : INFO : Epoch 1581 | loss: 0.031042 | val_loss: 0.0312731 | Time: 2001.89 ms [2021-04-07 03:02:04 main:581] : INFO : Epoch 1582 | loss: 0.0310825 | val_loss: 0.0312831 | Time: 2004.27 ms [2021-04-07 03:02:06 main:581] : INFO : Epoch 1583 | loss: 0.0321859 | val_loss: 0.0329847 | Time: 2018.19 ms [2021-04-07 03:02:08 main:581] : INFO : Epoch 1584 | loss: 0.0322971 | val_loss: 0.0314085 | Time: 1997.03 ms [2021-04-07 03:02:10 main:581] : INFO : Epoch 1585 | loss: 0.0313227 | val_loss: 0.031274 | Time: 1989.15 ms [2021-04-07 03:02:12 main:581] : INFO : Epoch 1586 | loss: 0.031264 | val_loss: 0.031258 | Time: 2032.25 ms [2021-04-07 03:02:15 main:581] : INFO : Epoch 1587 | loss: 0.0312535 | val_loss: 0.0312513 | Time: 2075.48 ms [2021-04-07 03:02:17 main:581] : INFO : Epoch 1588 | loss: 0.0312521 | val_loss: 0.0312514 | Time: 2103.38 ms [2021-04-07 03:02:19 main:581] : INFO : Epoch 1589 | loss: 0.0312517 | val_loss: 0.0312511 | Time: 2047.88 ms [2021-04-07 03:02:21 main:581] : INFO : Epoch 1590 | loss: 0.031251 | val_loss: 0.0312506 | Time: 2047.33 ms [2021-04-07 03:02:23 main:581] : INFO : Epoch 1591 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 2036.98 ms [2021-04-07 03:02:25 main:581] : INFO : Epoch 1592 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1988.92 ms [2021-04-07 03:02:27 main:581] : INFO : Epoch 1593 | loss: 0.0312513 | val_loss: 0.0312536 | Time: 1996.93 ms [2021-04-07 03:02:29 main:581] : INFO : Epoch 1594 | loss: 0.0312517 | val_loss: 0.0312506 | Time: 2010.64 ms [2021-04-07 03:02:31 main:581] : INFO : Epoch 1595 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2031.13 ms [2021-04-07 03:02:33 main:581] : INFO : Epoch 1596 | loss: 0.0312517 | val_loss: 0.0312515 | Time: 2043.28 ms [2021-04-07 03:02:35 main:581] : INFO : Epoch 1597 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 2008.47 ms [2021-04-07 03:02:37 main:581] : INFO : Epoch 1598 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 2022.78 ms [2021-04-07 03:02:39 main:581] : INFO : Epoch 1599 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2010.81 ms [2021-04-07 03:02:41 main:581] : INFO : Epoch 1600 | loss: 0.031251 | val_loss: 0.0312514 | Time: 2012.17 ms [2021-04-07 03:02:43 main:581] : INFO : Epoch 1601 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2000.52 ms [2021-04-07 03:02:45 main:581] : INFO : Epoch 1602 | loss: 0.0312518 | val_loss: 0.0312518 | Time: 1999.86 ms [2021-04-07 03:02:47 main:581] : INFO : Epoch 1603 | loss: 0.0312518 | val_loss: 0.031252 | Time: 1996.27 ms [2021-04-07 03:02:49 main:581] : INFO : Epoch 1604 | loss: 0.0312517 | val_loss: 0.031251 | Time: 2040.02 ms [2021-04-07 03:02:51 main:581] : INFO : Epoch 1605 | loss: 0.0312514 | val_loss: 0.0312532 | Time: 2015.23 ms [2021-04-07 03:02:53 main:581] : INFO : Epoch 1606 | loss: 0.031251 | val_loss: 0.0312507 | Time: 2017.06 ms [2021-04-07 03:02:55 main:581] : INFO : Epoch 1607 | loss: 0.0312515 | val_loss: 0.0312504 | Time: 2015.85 ms [2021-04-07 03:02:57 main:581] : INFO : Epoch 1608 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 2013.39 ms [2021-04-07 03:02:59 main:581] : INFO : Epoch 1609 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1997.34 ms [2021-04-07 03:03:01 main:581] : INFO : Epoch 1610 | loss: 0.0312509 | val_loss: 0.0312519 | Time: 1994.45 ms [2021-04-07 03:03:03 main:581] : INFO : Epoch 1611 | loss: 0.0312525 | val_loss: 0.0312504 | Time: 2001.86 ms [2021-04-07 03:03:05 main:581] : INFO : Epoch 1612 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 2054.27 ms [2021-04-07 03:03:07 main:581] : INFO : Epoch 1613 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 2033.18 ms [2021-04-07 03:03:09 main:581] : INFO : Epoch 1614 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 2002.83 ms [2021-04-07 03:03:11 main:581] : INFO : Epoch 1615 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 1983.69 ms [2021-04-07 03:03:13 main:581] : INFO : Epoch 1616 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2039.32 ms [2021-04-07 03:03:15 main:581] : INFO : Epoch 1617 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2026.35 ms [2021-04-07 03:03:17 main:581] : INFO : Epoch 1618 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 2004.61 ms [2021-04-07 03:03:19 main:581] : INFO : Epoch 1619 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2003.58 ms [2021-04-07 03:03:21 main:581] : INFO : Epoch 1620 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2021.53 ms [2021-04-07 03:03:23 main:581] : INFO : Epoch 1621 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 2010.26 ms [2021-04-07 03:03:25 main:581] : INFO : Epoch 1622 | loss: 0.0312515 | val_loss: 0.0312519 | Time: 2015.31 ms [2021-04-07 03:03:27 main:581] : INFO : Epoch 1623 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2043.55 ms [2021-04-07 03:03:29 main:581] : INFO : Epoch 1624 | loss: 0.0312505 | val_loss: 0.0312534 | Time: 2020.05 ms [2021-04-07 03:03:31 main:581] : INFO : Epoch 1625 | loss: 0.0312517 | val_loss: 0.0312506 | Time: 2056.19 ms [2021-04-07 03:03:33 main:581] : INFO : Epoch 1626 | loss: 0.0312512 | val_loss: 0.0312531 | Time: 2059.38 ms [2021-04-07 03:03:35 main:581] : INFO : Epoch 1627 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 2038.53 ms [2021-04-07 03:03:37 main:581] : INFO : Epoch 1628 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2018.56 ms [2021-04-07 03:03:39 main:581] : INFO : Epoch 1629 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2000.22 ms [2021-04-07 03:03:41 main:581] : INFO : Epoch 1630 | loss: 0.0312506 | val_loss: 0.0312532 | Time: 2006.18 ms [2021-04-07 03:03:43 main:581] : INFO : Epoch 1631 | loss: 0.031251 | val_loss: 0.0312513 | Time: 2038.12 ms [2021-04-07 03:03:45 main:581] : INFO : Epoch 1632 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 2009.87 ms [2021-04-07 03:03:47 main:581] : INFO : Epoch 1633 | loss: 0.0312513 | val_loss: 0.0312523 | Time: 2012.15 ms [2021-04-07 03:03:50 main:581] : INFO : Epoch 1634 | loss: 0.0312517 | val_loss: 0.03125 | Time: 2097.1 ms [2021-04-07 03:03:52 main:581] : INFO : Epoch 1635 | loss: 0.0312514 | val_loss: 0.0312511 | Time: 2098.07 ms [2021-04-07 03:03:54 main:581] : INFO : Epoch 1636 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2003.76 ms [2021-04-07 03:03:56 main:581] : INFO : Epoch 1637 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 2049.93 ms [2021-04-07 03:03:58 main:581] : INFO : Epoch 1638 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2028.87 ms [2021-04-07 03:04:00 main:581] : INFO : Epoch 1639 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 2048.9 ms [2021-04-07 03:04:02 main:581] : INFO : Epoch 1640 | loss: 0.031251 | val_loss: 0.0312506 | Time: 2027.94 ms [2021-04-07 03:04:04 main:581] : INFO : Epoch 1641 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 2030.08 ms [2021-04-07 03:04:06 main:581] : INFO : Epoch 1642 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1985.45 ms [2021-04-07 03:04:08 main:581] : INFO : Epoch 1643 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 2018.66 ms [2021-04-07 03:04:10 main:581] : INFO : Epoch 1644 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2071.51 ms [2021-04-07 03:04:12 main:581] : INFO : Epoch 1645 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2064.05 ms [2021-04-07 03:04:14 main:581] : INFO : Epoch 1646 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2077.34 ms [2021-04-07 03:04:16 main:581] : INFO : Epoch 1647 | loss: 0.0312513 | val_loss: 0.0312582 | Time: 2080.88 ms [2021-04-07 03:04:18 main:581] : INFO : Epoch 1648 | loss: 0.0312526 | val_loss: 0.0312531 | Time: 2085.7 ms [2021-04-07 03:04:20 main:581] : INFO : Epoch 1649 | loss: 0.031252 | val_loss: 0.0312526 | Time: 2038.16 ms [2021-04-07 03:04:22 main:581] : INFO : Epoch 1650 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 2029.35 ms [2021-04-07 03:04:24 main:581] : INFO : Epoch 1651 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 2024.15 ms [2021-04-07 03:04:26 main:581] : INFO : Epoch 1652 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 1999.73 ms [2021-04-07 03:04:28 main:581] : INFO : Epoch 1653 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1988.94 ms [2021-04-07 03:04:30 main:581] : INFO : Epoch 1654 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1991.64 ms [2021-04-07 03:04:32 main:581] : INFO : Epoch 1655 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1972.65 ms [2021-04-07 03:04:34 main:581] : INFO : Epoch 1656 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1988.63 ms [2021-04-07 03:04:36 main:581] : INFO : Epoch 1657 | loss: 0.0312496 | val_loss: 0.0312516 | Time: 2025.68 ms [2021-04-07 03:04:38 main:581] : INFO : Epoch 1658 | loss: 0.0312494 | val_loss: 0.0312525 | Time: 2020.86 ms [2021-04-07 03:04:40 main:581] : INFO : Epoch 1659 | loss: 0.03125 | val_loss: 0.031249 | Time: 2031.54 ms [2021-04-07 03:04:42 main:581] : INFO : Epoch 1660 | loss: 0.0312495 | val_loss: 0.0312516 | Time: 2001.23 ms [2021-04-07 03:04:44 main:581] : INFO : Epoch 1661 | loss: 0.0312499 | val_loss: 0.0312569 | Time: 2000.78 ms [2021-04-07 03:04:46 main:581] : INFO : Epoch 1662 | loss: 0.0312547 | val_loss: 0.0312504 | Time: 2003.07 ms [2021-04-07 03:04:48 main:581] : INFO : Epoch 1663 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 2025.41 ms [2021-04-07 03:04:50 main:581] : INFO : Epoch 1664 | loss: 0.0312487 | val_loss: 0.0312505 | Time: 2042.2 ms [2021-04-07 03:04:52 main:581] : INFO : Epoch 1665 | loss: 0.031248 | val_loss: 0.0312495 | Time: 2023.94 ms [2021-04-07 03:04:54 main:581] : INFO : Epoch 1666 | loss: 0.0312485 | val_loss: 0.0312571 | Time: 2010.74 ms [2021-04-07 03:04:56 main:581] : INFO : Epoch 1667 | loss: 0.031249 | val_loss: 0.0312489 | Time: 2028.28 ms [2021-04-07 03:04:59 main:581] : INFO : Epoch 1668 | loss: 0.0312489 | val_loss: 0.0312547 | Time: 2016.03 ms [2021-04-07 03:05:01 main:581] : INFO : Epoch 1669 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 2007.07 ms [2021-04-07 03:05:03 main:581] : INFO : Epoch 1670 | loss: 0.0312478 | val_loss: 0.0312484 | Time: 2022.99 ms [2021-04-07 03:05:05 main:581] : INFO : Epoch 1671 | loss: 0.0312483 | val_loss: 0.0312502 | Time: 2004.35 ms [2021-04-07 03:05:07 main:581] : INFO : Epoch 1672 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 2014.52 ms [2021-04-07 03:05:09 main:581] : INFO : Epoch 1673 | loss: 0.0312468 | val_loss: 0.0312496 | Time: 2018.81 ms [2021-04-07 03:05:11 main:581] : INFO : Epoch 1674 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 1995.62 ms [2021-04-07 03:05:13 main:581] : INFO : Epoch 1675 | loss: 0.0312465 | val_loss: 0.0312479 | Time: 2002.54 ms [2021-04-07 03:05:15 main:581] : INFO : Epoch 1676 | loss: 0.0312466 | val_loss: 0.0312481 | Time: 1971.1 ms [2021-04-07 03:05:17 main:581] : INFO : Epoch 1677 | loss: 0.0312455 | val_loss: 0.0312525 | Time: 1994.32 ms [2021-04-07 03:05:19 main:581] : INFO : Epoch 1678 | loss: 0.0312503 | val_loss: 0.0312474 | Time: 2017.04 ms [2021-04-07 03:05:21 main:581] : INFO : Epoch 1679 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 2019.16 ms [2021-04-07 03:05:23 main:581] : INFO : Epoch 1680 | loss: 0.0312489 | val_loss: 0.0312593 | Time: 2017.35 ms [2021-04-07 03:05:25 main:581] : INFO : Epoch 1681 | loss: 0.0312471 | val_loss: 0.0312504 | Time: 2016.98 ms [2021-04-07 03:05:27 main:581] : INFO : Epoch 1682 | loss: 0.031246 | val_loss: 0.0312517 | Time: 2016.32 ms [2021-04-07 03:05:29 main:581] : INFO : Epoch 1683 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 2017.33 ms [2021-04-07 03:05:31 main:581] : INFO : Epoch 1684 | loss: 0.0312454 | val_loss: 0.031247 | Time: 2016.47 ms [2021-04-07 03:05:33 main:581] : INFO : Epoch 1685 | loss: 0.0312462 | val_loss: 0.0312502 | Time: 2014.94 ms [2021-04-07 03:05:35 main:581] : INFO : Epoch 1686 | loss: 0.0312442 | val_loss: 0.0312477 | Time: 2013 ms [2021-04-07 03:05:37 main:581] : INFO : Epoch 1687 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 2014.98 ms [2021-04-07 03:05:39 main:581] : INFO : Epoch 1688 | loss: 0.03125 | val_loss: 0.0312488 | Time: 2017.75 ms [2021-04-07 03:05:41 main:581] : INFO : Epoch 1689 | loss: 0.0312447 | val_loss: 0.0312514 | Time: 2015.39 ms [2021-04-07 03:05:43 main:581] : INFO : Epoch 1690 | loss: 0.0312457 | val_loss: 0.0312466 | Time: 2017.76 ms [2021-04-07 03:05:45 main:581] : INFO : Epoch 1691 | loss: 0.0312438 | val_loss: 0.0312513 | Time: 2013.25 ms [2021-04-07 03:05:47 main:581] : INFO : Epoch 1692 | loss: 0.0312461 | val_loss: 0.0312439 | Time: 1978.83 ms [2021-04-07 03:05:49 main:581] : INFO : Epoch 1693 | loss: 0.031249 | val_loss: 0.0312476 | Time: 1994.45 ms [2021-04-07 03:05:51 main:581] : INFO : Epoch 1694 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 2064.01 ms [2021-04-07 03:05:53 main:581] : INFO : Epoch 1695 | loss: 0.031245 | val_loss: 0.0312453 | Time: 2047.28 ms [2021-04-07 03:05:55 main:581] : INFO : Epoch 1696 | loss: 0.0312419 | val_loss: 0.0312533 | Time: 2023.45 ms [2021-04-07 03:05:57 main:581] : INFO : Epoch 1697 | loss: 0.0312483 | val_loss: 0.0312526 | Time: 2011.2 ms [2021-04-07 03:05:59 main:581] : INFO : Epoch 1698 | loss: 0.0312444 | val_loss: 0.0312426 | Time: 2017.82 ms [2021-04-07 03:06:01 main:581] : INFO : Epoch 1699 | loss: 0.0312416 | val_loss: 0.0312473 | Time: 2008.38 ms [2021-04-07 03:06:03 main:581] : INFO : Epoch 1700 | loss: 0.031247 | val_loss: 0.0312473 | Time: 2093.32 ms [2021-04-07 03:06:05 main:581] : INFO : Epoch 1701 | loss: 0.0312419 | val_loss: 0.0312416 | Time: 2000.04 ms [2021-04-07 03:06:07 main:581] : INFO : Epoch 1702 | loss: 0.0312414 | val_loss: 0.0312464 | Time: 2031.4 ms [2021-04-07 03:06:09 main:581] : INFO : Epoch 1703 | loss: 0.0312413 | val_loss: 0.0312415 | Time: 2013.56 ms [2021-04-07 03:06:11 main:581] : INFO : Epoch 1704 | loss: 0.0312432 | val_loss: 0.0312398 | Time: 2020.89 ms [2021-04-07 03:06:13 main:581] : INFO : Epoch 1705 | loss: 0.0312391 | val_loss: 0.0312381 | Time: 2024.03 ms [2021-04-07 03:06:15 main:581] : INFO : Epoch 1706 | loss: 0.0312357 | val_loss: 0.0312366 | Time: 2048.66 ms [2021-04-07 03:06:17 main:581] : INFO : Epoch 1707 | loss: 0.0312366 | val_loss: 0.03124 | Time: 2015.02 ms [2021-04-07 03:06:19 main:581] : INFO : Epoch 1708 | loss: 0.0312437 | val_loss: 0.0312417 | Time: 2017.5 ms [2021-04-07 03:06:21 main:581] : INFO : Epoch 1709 | loss: 0.0312409 | val_loss: 0.0312424 | Time: 2022.23 ms [2021-04-07 03:06:23 main:581] : INFO : Epoch 1710 | loss: 0.031239 | val_loss: 0.0312425 | Time: 2023.12 ms [2021-04-07 03:06:25 main:581] : INFO : Epoch 1711 | loss: 0.0312381 | val_loss: 0.0312433 | Time: 2024.36 ms [2021-04-07 03:06:27 main:581] : INFO : Epoch 1712 | loss: 0.0312402 | val_loss: 0.0312468 | Time: 2113.08 ms [2021-04-07 03:06:29 main:581] : INFO : Epoch 1713 | loss: 0.0312389 | val_loss: 0.0312366 | Time: 2052.84 ms [2021-04-07 03:06:31 main:581] : INFO : Epoch 1714 | loss: 0.0312439 | val_loss: 0.0312624 | Time: 2047.71 ms [2021-04-07 03:06:34 main:581] : INFO : Epoch 1715 | loss: 0.0312414 | val_loss: 0.0312395 | Time: 2065.27 ms [2021-04-07 03:06:36 main:581] : INFO : Epoch 1716 | loss: 0.0312362 | val_loss: 0.0312377 | Time: 2057.22 ms [2021-04-07 03:06:38 main:581] : INFO : Epoch 1717 | loss: 0.0312342 | val_loss: 0.0312389 | Time: 2000.47 ms [2021-04-07 03:06:40 main:581] : INFO : Epoch 1718 | loss: 0.0312389 | val_loss: 0.0312426 | Time: 1988.84 ms [2021-04-07 03:06:42 main:581] : INFO : Epoch 1719 | loss: 0.0312313 | val_loss: 0.0312326 | Time: 2017.37 ms [2021-04-07 03:06:44 main:581] : INFO : Epoch 1720 | loss: 0.0312498 | val_loss: 0.0312475 | Time: 2055.03 ms [2021-04-07 03:06:46 main:581] : INFO : Epoch 1721 | loss: 0.031238 | val_loss: 0.0312362 | Time: 2024.58 ms [2021-04-07 03:06:48 main:581] : INFO : Epoch 1722 | loss: 0.0312313 | val_loss: 0.0312327 | Time: 2055.63 ms [2021-04-07 03:06:50 main:581] : INFO : Epoch 1723 | loss: 0.0312298 | val_loss: 0.0312329 | Time: 2008.27 ms [2021-04-07 03:06:52 main:581] : INFO : Epoch 1724 | loss: 0.0312391 | val_loss: 0.0312345 | Time: 2024.6 ms [2021-04-07 03:06:54 main:581] : INFO : Epoch 1725 | loss: 0.0312306 | val_loss: 0.0312412 | Time: 2029.22 ms [2021-04-07 03:06:56 main:581] : INFO : Epoch 1726 | loss: 0.0312351 | val_loss: 0.0312331 | Time: 2020.13 ms [2021-04-07 03:06:58 main:581] : INFO : Epoch 1727 | loss: 0.0312317 | val_loss: 0.0312338 | Time: 2051.24 ms [2021-04-07 03:07:00 main:581] : INFO : Epoch 1728 | loss: 0.0312286 | val_loss: 0.0312515 | Time: 2041.75 ms [2021-04-07 03:07:02 main:581] : INFO : Epoch 1729 | loss: 0.0312389 | val_loss: 0.0312428 | Time: 2076.36 ms [2021-04-07 03:07:04 main:581] : INFO : Epoch 1730 | loss: 0.0312326 | val_loss: 0.0312346 | Time: 2011.2 ms [2021-04-07 03:07:06 main:581] : INFO : Epoch 1731 | loss: 0.0312292 | val_loss: 0.031235 | Time: 2010.87 ms [2021-04-07 03:07:08 main:581] : INFO : Epoch 1732 | loss: 0.0312316 | val_loss: 0.0312334 | Time: 2020.24 ms [2021-04-07 03:07:10 main:581] : INFO : Epoch 1733 | loss: 0.0312244 | val_loss: 0.0312289 | Time: 2030.27 ms [2021-04-07 03:07:12 main:581] : INFO : Epoch 1734 | loss: 0.0312263 | val_loss: 0.0312272 | Time: 2030.29 ms [2021-04-07 03:07:14 main:581] : INFO : Epoch 1735 | loss: 0.0312336 | val_loss: 0.0312322 | Time: 2031.48 ms [2021-04-07 03:07:16 main:581] : INFO : Epoch 1736 | loss: 0.0312255 | val_loss: 0.031231 | Time: 2022.11 ms [2021-04-07 03:07:18 main:581] : INFO : Epoch 1737 | loss: 0.0312289 | val_loss: 0.0312281 | Time: 2018.89 ms [2021-04-07 03:07:20 main:581] : INFO : Epoch 1738 | loss: 0.0312238 | val_loss: 0.0312364 | Time: 2030.78 ms [2021-04-07 03:07:22 main:581] : INFO : Epoch 1739 | loss: 0.0312279 | val_loss: 0.0312307 | Time: 2044.93 ms [2021-04-07 03:07:24 main:581] : INFO : Epoch 1740 | loss: 0.0312217 | val_loss: 0.0312285 | Time: 2028.61 ms [2021-04-07 03:07:26 main:581] : INFO : Epoch 1741 | loss: 0.0312264 | val_loss: 0.0312329 | Time: 2051.7 ms [2021-04-07 03:07:28 main:581] : INFO : Epoch 1742 | loss: 0.0312234 | val_loss: 0.0312427 | Time: 2029.08 ms [2021-04-07 03:07:30 main:581] : INFO : Epoch 1743 | loss: 0.0312357 | val_loss: 0.0312306 | Time: 2037.8 ms [2021-04-07 03:07:32 main:581] : INFO : Epoch 1744 | loss: 0.0312233 | val_loss: 0.0312275 | Time: 2057.29 ms [2021-04-07 03:07:34 main:581] : INFO : Epoch 1745 | loss: 0.0312211 | val_loss: 0.0312249 | Time: 2021.43 ms [2021-04-07 03:07:37 main:581] : INFO : Epoch 1746 | loss: 0.0312231 | val_loss: 0.0312267 | Time: 2042.57 ms [2021-04-07 03:07:39 main:581] : INFO : Epoch 1747 | loss: 0.0312183 | val_loss: 0.0312293 | Time: 2084.66 ms [2021-04-07 03:07:41 main:581] : INFO : Epoch 1748 | loss: 0.0312238 | val_loss: 0.0312241 | Time: 2068.69 ms [2021-04-07 03:07:43 main:581] : INFO : Epoch 1749 | loss: 0.0312215 | val_loss: 0.0312316 | Time: 2041.89 ms [2021-04-07 03:07:45 main:581] : INFO : Epoch 1750 | loss: 0.0312169 | val_loss: 0.0312229 | Time: 2036.68 ms [2021-04-07 03:07:47 main:581] : INFO : Epoch 1751 | loss: 0.031215 | val_loss: 0.0312247 | Time: 2070.24 ms [2021-04-07 03:07:49 main:581] : INFO : Epoch 1752 | loss: 0.0312207 | val_loss: 0.0312423 | Time: 2015.33 ms [2021-04-07 03:07:51 main:581] : INFO : Epoch 1753 | loss: 0.0312229 | val_loss: 0.0312259 | Time: 1993.3 ms [2021-04-07 03:07:53 main:581] : INFO : Epoch 1754 | loss: 0.0312206 | val_loss: 0.0312217 | Time: 2020.01 ms [2021-04-07 03:07:55 main:581] : INFO : Epoch 1755 | loss: 0.0312267 | val_loss: 0.0312344 | Time: 2036.83 ms [2021-04-07 03:07:57 main:581] : INFO : Epoch 1756 | loss: 0.0312281 | val_loss: 0.0312236 | Time: 2041.68 ms [2021-04-07 03:07:59 main:581] : INFO : Epoch 1757 | loss: 0.0312196 | val_loss: 0.0312243 | Time: 2058.03 ms [2021-04-07 03:08:01 main:581] : INFO : Epoch 1758 | loss: 0.0312191 | val_loss: 0.0312231 | Time: 2000.4 ms [2021-04-07 03:08:03 main:581] : INFO : Epoch 1759 | loss: 0.0312168 | val_loss: 0.0312273 | Time: 2034.33 ms [2021-04-07 03:08:05 main:581] : INFO : Epoch 1760 | loss: 0.0312176 | val_loss: 0.0312237 | Time: 2022.46 ms [2021-04-07 03:08:07 main:581] : INFO : Epoch 1761 | loss: 0.0312181 | val_loss: 0.031219 | Time: 2013.8 ms [2021-04-07 03:08:09 main:581] : INFO : Epoch 1762 | loss: 0.0312191 | val_loss: 0.0312228 | Time: 2031.15 ms [2021-04-07 03:08:11 main:581] : INFO : Epoch 1763 | loss: 0.0312217 | val_loss: 0.0312233 | Time: 2005.18 ms [2021-04-07 03:08:13 main:581] : INFO : Epoch 1764 | loss: 0.0312196 | val_loss: 0.0312311 | Time: 1995.02 ms [2021-04-07 03:08:15 main:581] : INFO : Epoch 1765 | loss: 0.0312203 | val_loss: 0.0312232 | Time: 2009.93 ms [2021-04-07 03:08:17 main:581] : INFO : Epoch 1766 | loss: 0.0312199 | val_loss: 0.0312202 | Time: 2005.23 ms [2021-04-07 03:08:19 main:581] : INFO : Epoch 1767 | loss: 0.0312168 | val_loss: 0.03122 | Time: 2005.02 ms [2021-04-07 03:08:21 main:581] : INFO : Epoch 1768 | loss: 0.031215 | val_loss: 0.0312192 | Time: 2011.34 ms [2021-04-07 03:08:23 main:581] : INFO : Epoch 1769 | loss: 0.031221 | val_loss: 0.0312217 | Time: 2043.65 ms [2021-04-07 03:08:25 main:581] : INFO : Epoch 1770 | loss: 0.0312165 | val_loss: 0.0312243 | Time: 2013.57 ms [2021-04-07 03:08:27 main:581] : INFO : Epoch 1771 | loss: 0.0312145 | val_loss: 0.0312191 | Time: 2008.1 ms [2021-04-07 03:08:29 main:581] : INFO : Epoch 1772 | loss: 0.0312184 | val_loss: 0.0312186 | Time: 2005.21 ms [2021-04-07 03:08:31 main:581] : INFO : Epoch 1773 | loss: 0.0312169 | val_loss: 0.0312374 | Time: 2012.3 ms [2021-04-07 03:08:33 main:581] : INFO : Epoch 1774 | loss: 0.0312147 | val_loss: 0.0312372 | Time: 2033.19 ms [2021-04-07 03:08:35 main:581] : INFO : Epoch 1775 | loss: 0.0312171 | val_loss: 0.0312314 | Time: 2015.78 ms [2021-04-07 03:08:37 main:581] : INFO : Epoch 1776 | loss: 0.0312179 | val_loss: 0.031226 | Time: 2006.03 ms [2021-04-07 03:08:39 main:581] : INFO : Epoch 1777 | loss: 0.0312185 | val_loss: 0.0312235 | Time: 2013.58 ms [2021-04-07 03:08:41 main:581] : INFO : Epoch 1778 | loss: 0.0312201 | val_loss: 0.0312281 | Time: 2008.79 ms [2021-04-07 03:08:43 main:581] : INFO : Epoch 1779 | loss: 0.0312184 | val_loss: 0.0312229 | Time: 2022.07 ms [2021-04-07 03:08:45 main:581] : INFO : Epoch 1780 | loss: 0.0312126 | val_loss: 0.0312291 | Time: 2033.43 ms [2021-04-07 03:08:47 main:581] : INFO : Epoch 1781 | loss: 0.0312124 | val_loss: 0.0312226 | Time: 2058.81 ms [2021-04-07 03:08:49 main:581] : INFO : Epoch 1782 | loss: 0.0312116 | val_loss: 0.0312177 | Time: 2034.37 ms [2021-04-07 03:08:51 main:581] : INFO : Epoch 1783 | loss: 0.0312152 | val_loss: 0.0312204 | Time: 2053.29 ms [2021-04-07 03:08:54 main:581] : INFO : Epoch 1784 | loss: 0.0312102 | val_loss: 0.0312258 | Time: 2017.42 ms [2021-04-07 03:08:56 main:581] : INFO : Epoch 1785 | loss: 0.0312096 | val_loss: 0.0312203 | Time: 2004.78 ms [2021-04-07 03:08:58 main:581] : INFO : Epoch 1786 | loss: 0.0312114 | val_loss: 0.0312367 | Time: 2009.64 ms [2021-04-07 03:09:00 main:581] : INFO : Epoch 1787 | loss: 0.031221 | val_loss: 0.0312203 | Time: 2021.94 ms [2021-04-07 03:09:02 main:581] : INFO : Epoch 1788 | loss: 0.0312161 | val_loss: 0.0312256 | Time: 2030.84 ms [2021-04-07 03:09:04 main:581] : INFO : Epoch 1789 | loss: 0.0312142 | val_loss: 0.0312131 | Time: 2019.6 ms [2021-04-07 03:09:06 main:581] : INFO : Epoch 1790 | loss: 0.03121 | val_loss: 0.0312125 | Time: 1988.36 ms [2021-04-07 03:09:08 main:581] : INFO : Epoch 1791 | loss: 0.0312104 | val_loss: 0.0312172 | Time: 1993.04 ms [2021-04-07 03:09:10 main:581] : INFO : Epoch 1792 | loss: 0.0312128 | val_loss: 0.0312238 | Time: 2001.77 ms [2021-04-07 03:09:12 main:581] : INFO : Epoch 1793 | loss: 0.0312142 | val_loss: 0.0312197 | Time: 1999.47 ms [2021-04-07 03:09:14 main:581] : INFO : Epoch 1794 | loss: 0.0312115 | val_loss: 0.0312146 | Time: 2013.33 ms [2021-04-07 03:09:16 main:581] : INFO : Epoch 1795 | loss: 0.0312073 | val_loss: 0.0312124 | Time: 2010.05 ms [2021-04-07 03:09:18 main:581] : INFO : Epoch 1796 | loss: 0.0312092 | val_loss: 0.0312129 | Time: 2008.86 ms [2021-04-07 03:09:20 main:581] : INFO : Epoch 1797 | loss: 0.0312118 | val_loss: 0.0312139 | Time: 2003.82 ms [2021-04-07 03:09:22 main:581] : INFO : Epoch 1798 | loss: 0.0312148 | val_loss: 0.031221 | Time: 1995.45 ms [2021-04-07 03:09:24 main:581] : INFO : Epoch 1799 | loss: 0.0312131 | val_loss: 0.0312338 | Time: 2014.19 ms [2021-04-07 03:09:26 main:581] : INFO : Epoch 1800 | loss: 0.0312088 | val_loss: 0.0312227 | Time: 2016.06 ms [2021-04-07 03:09:28 main:581] : INFO : Epoch 1801 | loss: 0.0312187 | val_loss: 0.0312226 | Time: 2020.58 ms [2021-04-07 03:09:30 main:581] : INFO : Epoch 1802 | loss: 0.0312117 | val_loss: 0.0312169 | Time: 2012.06 ms [2021-04-07 03:09:32 main:581] : INFO : Epoch 1803 | loss: 0.0312055 | val_loss: 0.0312141 | Time: 2042.61 ms [2021-04-07 03:09:34 main:581] : INFO : Epoch 1804 | loss: 0.0312067 | val_loss: 0.0312199 | Time: 2080.52 ms [2021-04-07 03:09:36 main:581] : INFO : Epoch 1805 | loss: 0.0312113 | val_loss: 0.0312162 | Time: 2036.32 ms [2021-04-07 03:09:38 main:581] : INFO : Epoch 1806 | loss: 0.0312047 | val_loss: 0.0312118 | Time: 2000.2 ms [2021-04-07 03:09:40 main:581] : INFO : Epoch 1807 | loss: 0.0312072 | val_loss: 0.0312128 | Time: 2030.74 ms [2021-04-07 03:09:42 main:581] : INFO : Epoch 1808 | loss: 0.0312059 | val_loss: 0.03122 | Time: 2054.4 ms [2021-04-07 03:09:44 main:581] : INFO : Epoch 1809 | loss: 0.0312127 | val_loss: 0.0312242 | Time: 1988.69 ms [2021-04-07 03:09:46 main:581] : INFO : Epoch 1810 | loss: 0.031211 | val_loss: 0.0312158 | Time: 2025.98 ms [2021-04-07 03:09:48 main:581] : INFO : Epoch 1811 | loss: 0.0312066 | val_loss: 0.0312181 | Time: 2028.1 ms [2021-04-07 03:09:50 main:581] : INFO : Epoch 1812 | loss: 0.0312092 | val_loss: 0.0312154 | Time: 2021.14 ms [2021-04-07 03:09:52 main:581] : INFO : Epoch 1813 | loss: 0.0312063 | val_loss: 0.0312164 | Time: 2023.81 ms [2021-04-07 03:09:54 main:581] : INFO : Epoch 1814 | loss: 0.0312084 | val_loss: 0.0312135 | Time: 2038.57 ms [2021-04-07 03:09:56 main:581] : INFO : Epoch 1815 | loss: 0.0312042 | val_loss: 0.0312142 | Time: 2064.24 ms [2021-04-07 03:09:58 main:581] : INFO : Epoch 1816 | loss: 0.0312099 | val_loss: 0.0312146 | Time: 2056.3 ms [2021-04-07 03:10:00 main:581] : INFO : Epoch 1817 | loss: 0.0312048 | val_loss: 0.0312144 | Time: 2027.45 ms [2021-04-07 03:10:02 main:581] : INFO : Epoch 1818 | loss: 0.0312037 | val_loss: 0.0312151 | Time: 1988.18 ms [2021-04-07 03:10:04 main:581] : INFO : Epoch 1819 | loss: 0.0312014 | val_loss: 0.0312137 | Time: 2033.65 ms [2021-04-07 03:10:06 main:581] : INFO : Epoch 1820 | loss: 0.0312024 | val_loss: 0.0312156 | Time: 2026.74 ms [2021-04-07 03:10:08 main:581] : INFO : Epoch 1821 | loss: 0.0312038 | val_loss: 0.031213 | Time: 2027.94 ms [2021-04-07 03:10:10 main:581] : INFO : Epoch 1822 | loss: 0.0312054 | val_loss: 0.0312163 | Time: 1995.84 ms [2021-04-07 03:10:12 main:581] : INFO : Epoch 1823 | loss: 0.0312015 | val_loss: 0.031214 | Time: 1992.1 ms [2021-04-07 03:10:14 main:581] : INFO : Epoch 1824 | loss: 0.0312008 | val_loss: 0.0312176 | Time: 2008.25 ms [2021-04-07 03:10:16 main:581] : INFO : Epoch 1825 | loss: 0.0312038 | val_loss: 0.0312141 | Time: 2035.82 ms [2021-04-07 03:10:18 main:581] : INFO : Epoch 1826 | loss: 0.0312037 | val_loss: 0.0312114 | Time: 2025.42 ms [2021-04-07 03:10:20 main:581] : INFO : Epoch 1827 | loss: 0.031203 | val_loss: 0.0312185 | Time: 2002.81 ms [2021-04-07 03:10:22 main:581] : INFO : Epoch 1828 | loss: 0.0312117 | val_loss: 0.0312174 | Time: 2025.33 ms [2021-04-07 03:10:24 main:581] : INFO : Epoch 1829 | loss: 0.0312071 | val_loss: 0.0312144 | Time: 2084.4 ms [2021-04-07 03:10:27 main:581] : INFO : Epoch 1830 | loss: 0.031203 | val_loss: 0.0312158 | Time: 2110.94 ms [2021-04-07 03:10:29 main:581] : INFO : Epoch 1831 | loss: 0.0312024 | val_loss: 0.0312184 | Time: 2111.94 ms [2021-04-07 03:10:31 main:581] : INFO : Epoch 1832 | loss: 0.0312007 | val_loss: 0.0312148 | Time: 2013.67 ms [2021-04-07 03:10:33 main:581] : INFO : Epoch 1833 | loss: 0.031201 | val_loss: 0.0312135 | Time: 2008.26 ms [2021-04-07 03:10:35 main:581] : INFO : Epoch 1834 | loss: 0.0312018 | val_loss: 0.0312166 | Time: 2006.53 ms [2021-04-07 03:10:37 main:581] : INFO : Epoch 1835 | loss: 0.0311998 | val_loss: 0.031216 | Time: 2025.72 ms [2021-04-07 03:10:39 main:581] : INFO : Epoch 1836 | loss: 0.0312075 | val_loss: 0.0312153 | Time: 2024.86 ms [2021-04-07 03:10:41 main:581] : INFO : Epoch 1837 | loss: 0.0312016 | val_loss: 0.0312102 | Time: 2021.14 ms [2021-04-07 03:10:43 main:581] : INFO : Epoch 1838 | loss: 0.0312019 | val_loss: 0.0312183 | Time: 1988.69 ms [2021-04-07 03:10:45 main:581] : INFO : Epoch 1839 | loss: 0.0311995 | val_loss: 0.0312153 | Time: 2025.7 ms [2021-04-07 03:10:47 main:581] : INFO : Epoch 1840 | loss: 0.0311996 | val_loss: 0.0312145 | Time: 2014.34 ms [2021-04-07 03:10:49 main:581] : INFO : Epoch 1841 | loss: 0.0312034 | val_loss: 0.0312104 | Time: 2017.24 ms [2021-04-07 03:10:51 main:581] : INFO : Epoch 1842 | loss: 0.0312036 | val_loss: 0.0312087 | Time: 2020.87 ms [2021-04-07 03:10:53 main:581] : INFO : Epoch 1843 | loss: 0.0312063 | val_loss: 0.0312088 | Time: 2035.74 ms [2021-04-07 03:10:55 main:581] : INFO : Epoch 1844 | loss: 0.0312102 | val_loss: 0.031221 | Time: 2016.32 ms [2021-04-07 03:10:57 main:581] : INFO : Epoch 1845 | loss: 0.031209 | val_loss: 0.0312227 | Time: 2027.18 ms [2021-04-07 03:10:59 main:581] : INFO : Epoch 1846 | loss: 0.0312068 | val_loss: 0.0312097 | Time: 2044.97 ms [2021-04-07 03:11:01 main:581] : INFO : Epoch 1847 | loss: 0.0312033 | val_loss: 0.0312126 | Time: 2019.06 ms [2021-04-07 03:11:03 main:581] : INFO : Epoch 1848 | loss: 0.0312028 | val_loss: 0.0312122 | Time: 2025.05 ms [2021-04-07 03:11:05 main:581] : INFO : Epoch 1849 | loss: 0.0311987 | val_loss: 0.0312148 | Time: 2009.34 ms [2021-04-07 03:11:07 main:581] : INFO : Epoch 1850 | loss: 0.0311992 | val_loss: 0.0312147 | Time: 2011.34 ms [2021-04-07 03:11:09 main:581] : INFO : Epoch 1851 | loss: 0.0311995 | val_loss: 0.0312173 | Time: 1960.96 ms [2021-04-07 03:11:11 main:581] : INFO : Epoch 1852 | loss: 0.031203 | val_loss: 0.0312204 | Time: 2037.1 ms [2021-04-07 03:11:13 main:581] : INFO : Epoch 1853 | loss: 0.0312042 | val_loss: 0.0312122 | Time: 2020.5 ms [2021-04-07 03:11:15 main:581] : INFO : Epoch 1854 | loss: 0.031205 | val_loss: 0.0312146 | Time: 2010.56 ms [2021-04-07 03:11:17 main:581] : INFO : Epoch 1855 | loss: 0.0312004 | val_loss: 0.0312223 | Time: 2017.69 ms [2021-04-07 03:11:19 main:581] : INFO : Epoch 1856 | loss: 0.0312063 | val_loss: 0.0312158 | Time: 2016.42 ms [2021-04-07 03:11:21 main:581] : INFO : Epoch 1857 | loss: 0.03121 | val_loss: 0.0312099 | Time: 2024.35 ms [2021-04-07 03:11:23 main:581] : INFO : Epoch 1858 | loss: 0.0312072 | val_loss: 0.0312071 | Time: 2015.63 ms [2021-04-07 03:11:25 main:581] : INFO : Epoch 1859 | loss: 0.0312074 | val_loss: 0.0312073 | Time: 2004.65 ms [2021-04-07 03:11:27 main:581] : INFO : Epoch 1860 | loss: 0.0312047 | val_loss: 0.0312111 | Time: 2053.63 ms [2021-04-07 03:11:29 main:581] : INFO : Epoch 1861 | loss: 0.0312063 | val_loss: 0.0312101 | Time: 2008.43 ms [2021-04-07 03:11:31 main:581] : INFO : Epoch 1862 | loss: 0.0312075 | val_loss: 0.0312084 | Time: 1996.3 ms [2021-04-07 03:11:33 main:581] : INFO : Epoch 1863 | loss: 0.0312051 | val_loss: 0.0312095 | Time: 2070.93 ms [2021-04-07 03:11:35 main:581] : INFO : Epoch 1864 | loss: 0.0312089 | val_loss: 0.031216 | Time: 2089.06 ms [2021-04-07 03:11:37 main:581] : INFO : Epoch 1865 | loss: 0.0312058 | val_loss: 0.0312101 | Time: 2033.28 ms [2021-04-07 03:11:39 main:581] : INFO : Epoch 1866 | loss: 0.0312014 | val_loss: 0.0312089 | Time: 2035.68 ms [2021-04-07 03:11:41 main:581] : INFO : Epoch 1867 | loss: 0.0312025 | val_loss: 0.0312203 | Time: 2041.23 ms [2021-04-07 03:11:43 main:581] : INFO : Epoch 1868 | loss: 0.0312063 | val_loss: 0.031213 | Time: 1975.82 ms [2021-04-07 03:11:45 main:581] : INFO : Epoch 1869 | loss: 0.0312037 | val_loss: 0.0312204 | Time: 1995.94 ms [2021-04-07 03:11:47 main:581] : INFO : Epoch 1870 | loss: 0.0312033 | val_loss: 0.0312178 | Time: 1993.14 ms [2021-04-07 03:11:49 main:581] : INFO : Epoch 1871 | loss: 0.0312028 | val_loss: 0.0312111 | Time: 2018.74 ms [2021-04-07 03:11:52 main:581] : INFO : Epoch 1872 | loss: 0.0311983 | val_loss: 0.0312096 | Time: 2064.21 ms [2021-04-07 03:11:54 main:581] : INFO : Epoch 1873 | loss: 0.0312011 | val_loss: 0.03121 | Time: 2046.7 ms [2021-04-07 03:11:56 main:581] : INFO : Epoch 1874 | loss: 0.0312039 | val_loss: 0.0312188 | Time: 2024.76 ms [2021-04-07 03:11:58 main:581] : INFO : Epoch 1875 | loss: 0.0311998 | val_loss: 0.0312099 | Time: 2029.11 ms [2021-04-07 03:12:00 main:581] : INFO : Epoch 1876 | loss: 0.0312063 | val_loss: 0.0312143 | Time: 2018.83 ms [2021-04-07 03:12:02 main:581] : INFO : Epoch 1877 | loss: 0.0312059 | val_loss: 0.031206 | Time: 2055.34 ms [2021-04-07 03:12:04 main:581] : INFO : Epoch 1878 | loss: 0.0312014 | val_loss: 0.0312102 | Time: 2059.94 ms [2021-04-07 03:12:06 main:581] : INFO : Epoch 1879 | loss: 0.0311992 | val_loss: 0.0312143 | Time: 2040.55 ms [2021-04-07 03:12:08 main:581] : INFO : Epoch 1880 | loss: 0.0312057 | val_loss: 0.0312232 | Time: 2019.45 ms [2021-04-07 03:12:10 main:581] : INFO : Epoch 1881 | loss: 0.0312046 | val_loss: 0.0312106 | Time: 2005.97 ms [2021-04-07 03:12:12 main:581] : INFO : Epoch 1882 | loss: 0.0311982 | val_loss: 0.0312077 | Time: 2009.79 ms [2021-04-07 03:12:14 main:581] : INFO : Epoch 1883 | loss: 0.0312007 | val_loss: 0.0312076 | Time: 1993.77 ms [2021-04-07 03:12:16 main:581] : INFO : Epoch 1884 | loss: 0.0312041 | val_loss: 0.0312134 | Time: 2007.52 ms [2021-04-07 03:12:18 main:581] : INFO : Epoch 1885 | loss: 0.0312025 | val_loss: 0.031212 | Time: 2027.04 ms [2021-04-07 03:12:20 main:581] : INFO : Epoch 1886 | loss: 0.0311987 | val_loss: 0.0312079 | Time: 2003.28 ms [2021-04-07 03:12:22 main:581] : INFO : Epoch 1887 | loss: 0.0312 | val_loss: 0.0312082 | Time: 2012.56 ms [2021-04-07 03:12:24 main:581] : INFO : Epoch 1888 | loss: 0.0311987 | val_loss: 0.0312114 | Time: 2007.76 ms [2021-04-07 03:12:26 main:581] : INFO : Epoch 1889 | loss: 0.0311983 | val_loss: 0.0312097 | Time: 2038.01 ms [2021-04-07 03:12:28 main:581] : INFO : Epoch 1890 | loss: 0.031196 | val_loss: 0.0312102 | Time: 2044.89 ms [2021-04-07 03:12:30 main:581] : INFO : Epoch 1891 | loss: 0.0312005 | val_loss: 0.0312104 | Time: 2003.56 ms [2021-04-07 03:12:32 main:581] : INFO : Epoch 1892 | loss: 0.031202 | val_loss: 0.0312071 | Time: 2012.28 ms [2021-04-07 03:12:34 main:581] : INFO : Epoch 1893 | loss: 0.0312055 | val_loss: 0.031213 | Time: 2002.64 ms [2021-04-07 03:12:36 main:581] : INFO : Epoch 1894 | loss: 0.0312079 | val_loss: 0.0312149 | Time: 2044.49 ms [2021-04-07 03:12:38 main:581] : INFO : Epoch 1895 | loss: 0.0312058 | val_loss: 0.0312076 | Time: 2030.91 ms [2021-04-07 03:12:40 main:581] : INFO : Epoch 1896 | loss: 0.0312024 | val_loss: 0.031211 | Time: 2009.67 ms [2021-04-07 03:12:42 main:581] : INFO : Epoch 1897 | loss: 0.0312026 | val_loss: 0.031216 | Time: 2011.2 ms [2021-04-07 03:12:44 main:581] : INFO : Epoch 1898 | loss: 0.0312062 | val_loss: 0.031205 | Time: 2015.1 ms [2021-04-07 03:12:46 main:581] : INFO : Epoch 1899 | loss: 0.0312052 | val_loss: 0.0312114 | Time: 2006.5 ms [2021-04-07 03:12:48 main:581] : INFO : Epoch 1900 | loss: 0.0312068 | val_loss: 0.0312072 | Time: 2010.65 ms [2021-04-07 03:12:50 main:581] : INFO : Epoch 1901 | loss: 0.0312022 | val_loss: 0.0312027 | Time: 2008.28 ms [2021-04-07 03:12:52 main:581] : INFO : Epoch 1902 | loss: 0.0311994 | val_loss: 0.0312237 | Time: 2011.76 ms [2021-04-07 03:12:54 main:581] : INFO : Epoch 1903 | loss: 0.0312028 | val_loss: 0.0312084 | Time: 1996.45 ms [2021-04-07 03:12:56 main:581] : INFO : Epoch 1904 | loss: 0.0311964 | val_loss: 0.0312054 | Time: 2014.9 ms [2021-04-07 03:12:58 main:581] : INFO : Epoch 1905 | loss: 0.031198 | val_loss: 0.0312035 | Time: 2007.01 ms [2021-04-07 03:13:00 main:581] : INFO : Epoch 1906 | loss: 0.0311968 | val_loss: 0.0312057 | Time: 1977.03 ms [2021-04-07 03:13:02 main:581] : INFO : Epoch 1907 | loss: 0.0311971 | val_loss: 0.0312091 | Time: 2044.18 ms [2021-04-07 03:13:04 main:581] : INFO : Epoch 1908 | loss: 0.0311985 | val_loss: 0.0312044 | Time: 2028.54 ms [2021-04-07 03:13:06 main:581] : INFO : Epoch 1909 | loss: 0.0312005 | val_loss: 0.0312093 | Time: 2014.22 ms [2021-04-07 03:13:08 main:581] : INFO : Epoch 1910 | loss: 0.0312 | val_loss: 0.0312054 | Time: 2030.05 ms [2021-04-07 03:13:10 main:581] : INFO : Epoch 1911 | loss: 0.0312006 | val_loss: 0.0312075 | Time: 2024.99 ms [2021-04-07 03:13:12 main:581] : INFO : Epoch 1912 | loss: 0.0311977 | val_loss: 0.0312069 | Time: 2032.92 ms [2021-04-07 03:13:14 main:581] : INFO : Epoch 1913 | loss: 0.0311986 | val_loss: 0.0312027 | Time: 2034.79 ms [2021-04-07 03:13:16 main:581] : INFO : Epoch 1914 | loss: 0.0311961 | val_loss: 0.0312042 | Time: 2011.64 ms [2021-04-07 03:13:18 main:581] : INFO : Epoch 1915 | loss: 0.0312013 | val_loss: 0.0312083 | Time: 2021.4 ms [2021-04-07 03:13:20 main:581] : INFO : Epoch 1916 | loss: 0.0311937 | val_loss: 0.0312103 | Time: 2012.52 ms [2021-04-07 03:13:22 main:581] : INFO : Epoch 1917 | loss: 0.0311961 | val_loss: 0.0312041 | Time: 2005.42 ms [2021-04-07 03:13:24 main:581] : INFO : Epoch 1918 | loss: 0.0311949 | val_loss: 0.0312075 | Time: 2010.56 ms [2021-04-07 03:13:26 main:581] : INFO : Epoch 1919 | loss: 0.0311972 | val_loss: 0.0312043 | Time: 2008.91 ms [2021-04-07 03:13:28 main:581] : INFO : Epoch 1920 | loss: 0.0312032 | val_loss: 0.031217 | Time: 2012.49 ms [2021-04-07 03:13:30 main:581] : INFO : Epoch 1921 | loss: 0.0312081 | val_loss: 0.0312106 | Time: 2022.23 ms [2021-04-07 03:13:32 main:581] : INFO : Epoch 1922 | loss: 0.0312001 | val_loss: 0.0312038 | Time: 2003.4 ms [2021-04-07 03:13:34 main:581] : INFO : Epoch 1923 | loss: 0.0311965 | val_loss: 0.0312029 | Time: 2018.75 ms [2021-04-07 03:13:37 main:581] : INFO : Epoch 1924 | loss: 0.0311951 | val_loss: 0.0312062 | Time: 2080.22 ms [2021-04-07 03:13:39 main:581] : INFO : Epoch 1925 | loss: 0.0311933 | val_loss: 0.0312016 | Time: 2014.99 ms [2021-04-07 03:13:41 main:581] : INFO : Epoch 1926 | loss: 0.0311932 | val_loss: 0.0312048 | Time: 2015.45 ms [2021-04-07 03:13:43 main:581] : INFO : Epoch 1927 | loss: 0.0311943 | val_loss: 0.0312078 | Time: 2042.19 ms [2021-04-07 03:13:45 main:581] : INFO : Epoch 1928 | loss: 0.031201 | val_loss: 0.0312078 | Time: 2032.05 ms [2021-04-07 03:13:47 main:581] : INFO : Epoch 1929 | loss: 0.0311956 | val_loss: 0.0312033 | Time: 2042.39 ms [2021-04-07 03:13:49 main:581] : INFO : Epoch 1930 | loss: 0.0311929 | val_loss: 0.0312054 | Time: 2007.67 ms [2021-04-07 03:13:51 main:581] : INFO : Epoch 1931 | loss: 0.0311909 | val_loss: 0.0312048 | Time: 2005.06 ms [2021-04-07 03:13:53 main:581] : INFO : Epoch 1932 | loss: 0.03119 | val_loss: 0.0312099 | Time: 1999.12 ms [2021-04-07 03:13:55 main:581] : INFO : Epoch 1933 | loss: 0.0311947 | val_loss: 0.0312102 | Time: 2078.47 ms [2021-04-07 03:13:57 main:581] : INFO : Epoch 1934 | loss: 0.0311911 | val_loss: 0.0312027 | Time: 2019.11 ms [2021-04-07 03:13:59 main:581] : INFO : Epoch 1935 | loss: 0.0311912 | val_loss: 0.0312055 | Time: 2018.04 ms [2021-04-07 03:14:01 main:581] : INFO : Epoch 1936 | loss: 0.031199 | val_loss: 0.031204 | Time: 1997.52 ms [2021-04-07 03:14:03 main:581] : INFO : Epoch 1937 | loss: 0.0311953 | val_loss: 0.0312141 | Time: 2003.75 ms [2021-04-07 03:14:05 main:581] : INFO : Epoch 1938 | loss: 0.0311918 | val_loss: 0.0312045 | Time: 2008.76 ms [2021-04-07 03:14:07 main:581] : INFO : Epoch 1939 | loss: 0.0311934 | val_loss: 0.0312053 | Time: 2008.19 ms [2021-04-07 03:14:09 main:581] : INFO : Epoch 1940 | loss: 0.031193 | val_loss: 0.0312009 | Time: 2008.88 ms [2021-04-07 03:14:11 main:581] : INFO : Epoch 1941 | loss: 0.031192 | val_loss: 0.0312035 | Time: 2008.69 ms [2021-04-07 03:14:13 main:581] : INFO : Epoch 1942 | loss: 0.0311927 | val_loss: 0.0312027 | Time: 2009.97 ms [2021-04-07 03:14:15 main:581] : INFO : Epoch 1943 | loss: 0.0311985 | val_loss: 0.0312055 | Time: 2011.67 ms [2021-04-07 03:14:17 main:581] : INFO : Epoch 1944 | loss: 0.031193 | val_loss: 0.0312063 | Time: 2010.31 ms [2021-04-07 03:14:19 main:581] : INFO : Epoch 1945 | loss: 0.0311896 | val_loss: 0.0312071 | Time: 2010.53 ms [2021-04-07 03:14:21 main:581] : INFO : Epoch 1946 | loss: 0.0311906 | val_loss: 0.0312089 | Time: 2009.95 ms [2021-04-07 03:14:23 main:581] : INFO : Epoch 1947 | loss: 0.0311975 | val_loss: 0.0312019 | Time: 2012.83 ms [2021-04-07 03:14:25 main:581] : INFO : Epoch 1948 | loss: 0.0311909 | val_loss: 0.0312019 | Time: 2011.68 ms [2021-04-07 03:14:27 main:581] : INFO : Epoch 1949 | loss: 0.0311901 | val_loss: 0.031201 | Time: 2008.74 ms [2021-04-07 03:14:29 main:581] : INFO : Epoch 1950 | loss: 0.0311919 | val_loss: 0.0312082 | Time: 2017.22 ms [2021-04-07 03:14:31 main:581] : INFO : Epoch 1951 | loss: 0.0311904 | val_loss: 0.0312016 | Time: 2018.05 ms [2021-04-07 03:14:33 main:581] : INFO : Epoch 1952 | loss: 0.0311903 | val_loss: 0.0312093 | Time: 2013.73 ms [2021-04-07 03:14:35 main:581] : INFO : Epoch 1953 | loss: 0.031195 | val_loss: 0.0312076 | Time: 2027.94 ms [2021-04-07 03:14:37 main:581] : INFO : Epoch 1954 | loss: 0.0311868 | val_loss: 0.0312041 | Time: 2021.5 ms [2021-04-07 03:14:39 main:581] : INFO : Epoch 1955 | loss: 0.031187 | val_loss: 0.0312107 | Time: 2018.48 ms [2021-04-07 03:14:41 main:581] : INFO : Epoch 1956 | loss: 0.0311843 | val_loss: 0.031201 | Time: 2014.94 ms [2021-04-07 03:14:43 main:581] : INFO : Epoch 1957 | loss: 0.0311854 | val_loss: 0.0312054 | Time: 2016.09 ms [2021-04-07 03:14:45 main:581] : INFO : Epoch 1958 | loss: 0.031189 | val_loss: 0.0312 | Time: 2033.07 ms [2021-04-07 03:14:47 main:581] : INFO : Epoch 1959 | loss: 0.0311891 | val_loss: 0.0312008 | Time: 2015.22 ms [2021-04-07 03:14:49 main:581] : INFO : Epoch 1960 | loss: 0.0311885 | val_loss: 0.0312092 | Time: 2010.62 ms [2021-04-07 03:14:51 main:581] : INFO : Epoch 1961 | loss: 0.0311874 | val_loss: 0.0312081 | Time: 2011.99 ms [2021-04-07 03:14:53 main:581] : INFO : Epoch 1962 | loss: 0.0311856 | val_loss: 0.0312038 | Time: 2010.33 ms [2021-04-07 03:14:55 main:581] : INFO : Epoch 1963 | loss: 0.0311851 | val_loss: 0.0312077 | Time: 2027.94 ms [2021-04-07 03:14:57 main:581] : INFO : Epoch 1964 | loss: 0.03119 | val_loss: 0.0312103 | Time: 2023.36 ms [2021-04-07 03:14:59 main:581] : INFO : Epoch 1965 | loss: 0.0311886 | val_loss: 0.0312079 | Time: 2006.08 ms [2021-04-07 03:15:01 main:581] : INFO : Epoch 1966 | loss: 0.0311849 | val_loss: 0.031206 | Time: 2013.82 ms [2021-04-07 03:15:03 main:581] : INFO : Epoch 1967 | loss: 0.0311847 | val_loss: 0.0312 | Time: 2011.09 ms [2021-04-07 03:15:05 main:581] : INFO : Epoch 1968 | loss: 0.0311854 | val_loss: 0.0312022 | Time: 2011.6 ms [2021-04-07 03:15:07 main:581] : INFO : Epoch 1969 | loss: 0.0311881 | val_loss: 0.031205 | Time: 2012.83 ms [2021-04-07 03:15:09 main:581] : INFO : Epoch 1970 | loss: 0.0311852 | val_loss: 0.031203 | Time: 2013.18 ms [2021-04-07 03:15:11 main:581] : INFO : Epoch 1971 | loss: 0.0311883 | val_loss: 0.031204 | Time: 1991.61 ms [2021-04-07 03:15:13 main:581] : INFO : Epoch 1972 | loss: 0.0311844 | val_loss: 0.0312089 | Time: 2016.74 ms [2021-04-07 03:15:15 main:581] : INFO : Epoch 1973 | loss: 0.031191 | val_loss: 0.0312007 | Time: 2011.08 ms [2021-04-07 03:15:17 main:581] : INFO : Epoch 1974 | loss: 0.0311913 | val_loss: 0.0311964 | Time: 2014.41 ms [2021-04-07 03:15:19 main:581] : INFO : Epoch 1975 | loss: 0.0311868 | val_loss: 0.031202 | Time: 2018.83 ms [2021-04-07 03:15:21 main:581] : INFO : Epoch 1976 | loss: 0.031184 | val_loss: 0.0312017 | Time: 2003.17 ms [2021-04-07 03:15:23 main:581] : INFO : Epoch 1977 | loss: 0.031185 | val_loss: 0.0312003 | Time: 1990.83 ms [2021-04-07 03:15:25 main:581] : INFO : Epoch 1978 | loss: 0.0311844 | val_loss: 0.0312018 | Time: 2013.88 ms [2021-04-07 03:15:27 main:581] : INFO : Epoch 1979 | loss: 0.0311833 | val_loss: 0.0312051 | Time: 2048.37 ms [2021-04-07 03:15:29 main:581] : INFO : Epoch 1980 | loss: 0.0311868 | val_loss: 0.0312065 | Time: 2042.92 ms [2021-04-07 03:15:31 main:581] : INFO : Epoch 1981 | loss: 0.0311878 | val_loss: 0.0312014 | Time: 2032.48 ms [2021-04-07 03:15:33 main:581] : INFO : Epoch 1982 | loss: 0.0311858 | val_loss: 0.0312033 | Time: 2019.53 ms [2021-04-07 03:15:36 main:581] : INFO : Epoch 1983 | loss: 0.0311818 | val_loss: 0.0311979 | Time: 2033.93 ms [2021-04-07 03:15:38 main:581] : INFO : Epoch 1984 | loss: 0.0311891 | val_loss: 0.0312048 | Time: 2057.42 ms [2021-04-07 03:15:40 main:581] : INFO : Epoch 1985 | loss: 0.0311877 | val_loss: 0.0311983 | Time: 2035.44 ms [2021-04-07 03:15:42 main:581] : INFO : Epoch 1986 | loss: 0.0311883 | val_loss: 0.0311938 | Time: 2037.11 ms [2021-04-07 03:15:44 main:581] : INFO : Epoch 1987 | loss: 0.0311914 | val_loss: 0.0311987 | Time: 2062.39 ms [2021-04-07 03:15:46 main:581] : INFO : Epoch 1988 | loss: 0.031186 | val_loss: 0.031201 | Time: 2002.48 ms [2021-04-07 03:15:48 main:581] : INFO : Epoch 1989 | loss: 0.0311846 | val_loss: 0.0312011 | Time: 1991.68 ms [2021-04-07 03:15:50 main:581] : INFO : Epoch 1990 | loss: 0.0311841 | val_loss: 0.0312034 | Time: 1975.14 ms [2021-04-07 03:15:52 main:581] : INFO : Epoch 1991 | loss: 0.0311825 | val_loss: 0.0311983 | Time: 2097.59 ms [2021-04-07 03:15:54 main:581] : INFO : Epoch 1992 | loss: 0.0311841 | val_loss: 0.0311981 | Time: 2020.98 ms [2021-04-07 03:15:56 main:581] : INFO : Epoch 1993 | loss: 0.031183 | val_loss: 0.0312036 | Time: 2014.12 ms [2021-04-07 03:15:58 main:581] : INFO : Epoch 1994 | loss: 0.0311853 | val_loss: 0.0312057 | Time: 2033.28 ms [2021-04-07 03:16:00 main:581] : INFO : Epoch 1995 | loss: 0.0311854 | val_loss: 0.0311975 | Time: 2004.79 ms [2021-04-07 03:16:02 main:581] : INFO : Epoch 1996 | loss: 0.0311908 | val_loss: 0.0311929 | Time: 2095 ms [2021-04-07 03:16:04 main:581] : INFO : Epoch 1997 | loss: 0.0311898 | val_loss: 0.0311926 | Time: 2122.87 ms [2021-04-07 03:16:06 main:581] : INFO : Epoch 1998 | loss: 0.0311892 | val_loss: 0.0311906 | Time: 2125.63 ms [2021-04-07 03:16:08 main:581] : INFO : Epoch 1999 | loss: 0.0311882 | val_loss: 0.0311909 | Time: 2124.85 ms [2021-04-07 03:16:10 main:581] : INFO : Epoch 2000 | loss: 0.0311887 | val_loss: 0.0311927 | Time: 2059.23 ms [2021-04-07 03:16:12 main:581] : INFO : Epoch 2001 | loss: 0.0311853 | val_loss: 0.0311915 | Time: 2005.72 ms [2021-04-07 03:16:14 main:581] : INFO : Epoch 2002 | loss: 0.0311872 | val_loss: 0.0311922 | Time: 2009.71 ms [2021-04-07 03:16:16 main:581] : INFO : Epoch 2003 | loss: 0.0311877 | val_loss: 0.0311944 | Time: 1973.91 ms [2021-04-07 03:16:18 main:581] : INFO : Epoch 2004 | loss: 0.0311869 | val_loss: 0.0311905 | Time: 2031.72 ms [2021-04-07 03:16:20 main:581] : INFO : Epoch 2005 | loss: 0.0311867 | val_loss: 0.0312005 | Time: 2033.13 ms [2021-04-07 03:16:22 main:581] : INFO : Epoch 2006 | loss: 0.0311861 | val_loss: 0.031193 | Time: 2006.29 ms [2021-04-07 03:16:25 main:581] : INFO : Epoch 2007 | loss: 0.0311842 | val_loss: 0.0311926 | Time: 2090.91 ms [2021-04-07 03:16:27 main:581] : INFO : Epoch 2008 | loss: 0.0311833 | val_loss: 0.0311906 | Time: 2060.75 ms [2021-04-07 03:16:29 main:581] : INFO : Epoch 2009 | loss: 0.0311836 | val_loss: 0.0311953 | Time: 2004.35 ms [2021-04-07 03:16:31 main:581] : INFO : Epoch 2010 | loss: 0.0311823 | val_loss: 0.031192 | Time: 1992.21 ms [2021-04-07 03:16:33 main:581] : INFO : Epoch 2011 | loss: 0.0311826 | val_loss: 0.0312084 | Time: 2024.58 ms [2021-04-07 03:16:35 main:581] : INFO : Epoch 2012 | loss: 0.0311859 | val_loss: 0.0311923 | Time: 2033.71 ms [2021-04-07 03:16:37 main:581] : INFO : Epoch 2013 | loss: 0.0311825 | val_loss: 0.0311957 | Time: 1999.88 ms [2021-04-07 03:16:39 main:581] : INFO : Epoch 2014 | loss: 0.0311818 | val_loss: 0.0311988 | Time: 2030.53 ms [2021-04-07 03:16:41 main:581] : INFO : Epoch 2015 | loss: 0.0311809 | val_loss: 0.0311904 | Time: 2027.19 ms [2021-04-07 03:16:43 main:581] : INFO : Epoch 2016 | loss: 0.0311807 | val_loss: 0.0311913 | Time: 2044.35 ms [2021-04-07 03:16:45 main:581] : INFO : Epoch 2017 | loss: 0.0311798 | val_loss: 0.0311902 | Time: 2005.46 ms [2021-04-07 03:16:47 main:581] : INFO : Epoch 2018 | loss: 0.0311812 | val_loss: 0.0311969 | Time: 2043.04 ms [2021-04-07 03:16:49 main:581] : INFO : Epoch 2019 | loss: 0.0311801 | val_loss: 0.0311959 | Time: 2037.93 ms [2021-04-07 03:16:51 main:581] : INFO : Epoch 2020 | loss: 0.0311788 | val_loss: 0.031195 | Time: 2023.71 ms [2021-04-07 03:16:53 main:581] : INFO : Epoch 2021 | loss: 0.0311762 | val_loss: 0.0311934 | Time: 2024.99 ms [2021-04-07 03:16:55 main:581] : INFO : Epoch 2022 | loss: 0.0311816 | val_loss: 0.0311924 | Time: 2025.19 ms [2021-04-07 03:16:57 main:581] : INFO : Epoch 2023 | loss: 0.0311786 | val_loss: 0.0312034 | Time: 2006.65 ms [2021-04-07 03:16:59 main:581] : INFO : Epoch 2024 | loss: 0.0311817 | val_loss: 0.0311917 | Time: 2007.76 ms [2021-04-07 03:17:01 main:581] : INFO : Epoch 2025 | loss: 0.0311779 | val_loss: 0.0311932 | Time: 2020.82 ms [2021-04-07 03:17:03 main:581] : INFO : Epoch 2026 | loss: 0.0311766 | val_loss: 0.0311908 | Time: 1995.2 ms [2021-04-07 03:17:05 main:581] : INFO : Epoch 2027 | loss: 0.0311766 | val_loss: 0.0311951 | Time: 2013.35 ms [2021-04-07 03:17:07 main:581] : INFO : Epoch 2028 | loss: 0.0311752 | val_loss: 0.0311903 | Time: 2007.98 ms [2021-04-07 03:17:09 main:581] : INFO : Epoch 2029 | loss: 0.0311774 | val_loss: 0.031193 | Time: 2079.29 ms [2021-04-07 03:17:11 main:581] : INFO : Epoch 2030 | loss: 0.0311794 | val_loss: 0.0311898 | Time: 2041.23 ms [2021-04-07 03:17:13 main:581] : INFO : Epoch 2031 | loss: 0.0311771 | val_loss: 0.0311933 | Time: 2008.85 ms [2021-04-07 03:17:15 main:581] : INFO : Epoch 2032 | loss: 0.0311754 | val_loss: 0.0311921 | Time: 2005.95 ms [2021-04-07 03:17:17 main:581] : INFO : Epoch 2033 | loss: 0.031183 | val_loss: 0.0311896 | Time: 2037.16 ms [2021-04-07 03:17:19 main:581] : INFO : Epoch 2034 | loss: 0.0311908 | val_loss: 0.0311985 | Time: 2062.29 ms [2021-04-07 03:17:21 main:581] : INFO : Epoch 2035 | loss: 0.0311824 | val_loss: 0.0311941 | Time: 2030.38 ms [2021-04-07 03:17:23 main:581] : INFO : Epoch 2036 | loss: 0.0311752 | val_loss: 0.031189 | Time: 1995.11 ms [2021-04-07 03:17:25 main:581] : INFO : Epoch 2037 | loss: 0.0311766 | val_loss: 0.0311925 | Time: 1996.64 ms [2021-04-07 03:17:27 main:581] : INFO : Epoch 2038 | loss: 0.0311754 | val_loss: 0.0311906 | Time: 2006.24 ms [2021-04-07 03:17:29 main:581] : INFO : Epoch 2039 | loss: 0.0311722 | val_loss: 0.0311932 | Time: 2001.21 ms [2021-04-07 03:17:31 main:581] : INFO : Epoch 2040 | loss: 0.0311734 | val_loss: 0.0311931 | Time: 2010.02 ms [2021-04-07 03:17:33 main:581] : INFO : Epoch 2041 | loss: 0.0311757 | val_loss: 0.0311904 | Time: 2010.87 ms [2021-04-07 03:17:35 main:581] : INFO : Epoch 2042 | loss: 0.0311725 | val_loss: 0.0311923 | Time: 2019.9 ms [2021-04-07 03:17:37 main:581] : INFO : Epoch 2043 | loss: 0.0311714 | val_loss: 0.0311906 | Time: 2017.88 ms [2021-04-07 03:17:39 main:581] : INFO : Epoch 2044 | loss: 0.0311694 | val_loss: 0.0311869 | Time: 2014.83 ms [2021-04-07 03:17:41 main:581] : INFO : Epoch 2045 | loss: 0.0311731 | val_loss: 0.0311913 | Time: 2002.14 ms [2021-04-07 03:17:43 main:581] : INFO : Epoch 2046 | loss: 0.0311686 | val_loss: 0.031191 | Time: 2016.99 ms [2021-04-07 03:17:45 main:581] : INFO : Epoch 2047 | loss: 0.0311715 | val_loss: 0.0311924 | Time: 2071.79 ms [2021-04-07 03:17:48 main:581] : INFO : Epoch 2048 | loss: 0.0311748 | val_loss: 0.0311936 | Time: 2107.01 ms [2021-04-07 03:17:48 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311936 [2021-04-07 03:17:48 main:610] : INFO : Saving end state to config to file [2021-04-07 03:17:48 main:615] : INFO : Success, exiting.. 03:17:48 (1679606): 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)