Task 9019717
| Name | ParityModified-1636224558-29019-2-0_0 |
| Workunit | 6471844 |
| Created | 18 Nov 2021, 7:26:01 UTC |
| Sent | 23 Nov 2021, 16:41:37 UTC |
| Report deadline | 1 Dec 2021, 16:41:37 UTC |
| Received | 23 Nov 2021, 17:53:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16729 |
| Run time | 1 hours 8 min 48 sec |
| CPU time | 1 hours 8 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 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 | 10.50 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 1538 | loss: 0.0312302 | val_loss: 0.0312312 | Time: 1984.44 ms [2021-11-23 17:36:39 main:581] : INFO : Epoch 1539 | loss: 0.0312301 | val_loss: 0.0312316 | Time: 1989.1 ms [2021-11-23 17:36:41 main:581] : INFO : Epoch 1540 | loss: 0.0312305 | val_loss: 0.0312313 | Time: 1996.83 ms [2021-11-23 17:36:43 main:581] : INFO : Epoch 1541 | loss: 0.0312303 | val_loss: 0.0312313 | Time: 1978.59 ms [2021-11-23 17:36:45 main:581] : INFO : Epoch 1542 | loss: 0.0312307 | val_loss: 0.0312312 | Time: 1993.88 ms [2021-11-23 17:36:47 main:581] : INFO : Epoch 1543 | loss: 0.0312305 | val_loss: 0.0312314 | Time: 2031.2 ms [2021-11-23 17:36:49 main:581] : INFO : Epoch 1544 | loss: 0.0312303 | val_loss: 0.0312315 | Time: 1987.51 ms [2021-11-23 17:36:51 main:581] : INFO : Epoch 1545 | loss: 0.0312302 | val_loss: 0.0312314 | Time: 1987.12 ms [2021-11-23 17:36:53 main:581] : INFO : Epoch 1546 | loss: 0.0312305 | val_loss: 0.0312312 | Time: 1976.91 ms [2021-11-23 17:36:55 main:581] : INFO : Epoch 1547 | loss: 0.0312303 | val_loss: 0.0312312 | Time: 1978.82 ms [2021-11-23 17:36:57 main:581] : INFO : Epoch 1548 | loss: 0.0312307 | val_loss: 0.0312318 | Time: 2002.05 ms [2021-11-23 17:36:59 main:581] : INFO : Epoch 1549 | loss: 0.0312304 | val_loss: 0.0312313 | Time: 2001.48 ms [2021-11-23 17:37:01 main:581] : INFO : Epoch 1550 | loss: 0.0312301 | val_loss: 0.0312312 | Time: 2000.65 ms [2021-11-23 17:37:03 main:581] : INFO : Epoch 1551 | loss: 0.0312303 | val_loss: 0.0312313 | Time: 1987.05 ms [2021-11-23 17:37:05 main:581] : INFO : Epoch 1552 | loss: 0.0312308 | val_loss: 0.0312313 | Time: 1992.02 ms [2021-11-23 17:37:07 main:581] : INFO : Epoch 1553 | loss: 0.0312302 | val_loss: 0.0312331 | Time: 1960.47 ms [2021-11-23 17:37:09 main:581] : INFO : Epoch 1554 | loss: 0.0312307 | val_loss: 0.0312323 | Time: 1987.83 ms [2021-11-23 17:37:11 main:581] : INFO : Epoch 1555 | loss: 0.0312303 | val_loss: 0.0312315 | Time: 2006.74 ms [2021-11-23 17:37:13 main:581] : INFO : Epoch 1556 | loss: 0.0312301 | val_loss: 0.0312316 | Time: 1986.03 ms [2021-11-23 17:37:15 main:581] : INFO : Epoch 1557 | loss: 0.0312301 | val_loss: 0.0312314 | Time: 1985.92 ms [2021-11-23 17:37:17 main:581] : INFO : Epoch 1558 | loss: 0.0312302 | val_loss: 0.0312313 | Time: 1980.52 ms [2021-11-23 17:37:19 main:581] : INFO : Epoch 1559 | loss: 0.0312301 | val_loss: 0.0312316 | Time: 2000.98 ms [2021-11-23 17:37:21 main:581] : INFO : Epoch 1560 | loss: 0.0312302 | val_loss: 0.0312311 | Time: 2041.44 ms [2021-11-23 17:37:23 main:581] : INFO : Epoch 1561 | loss: 0.0312302 | val_loss: 0.0312314 | Time: 1986.69 ms [2021-11-23 17:37:25 main:581] : INFO : Epoch 1562 | loss: 0.0312302 | val_loss: 0.0312314 | Time: 1999.23 ms [2021-11-23 17:37:27 main:581] : INFO : Epoch 1563 | loss: 0.0312303 | val_loss: 0.0312313 | Time: 2011.17 ms [2021-11-23 17:37:29 main:581] : INFO : Epoch 1564 | loss: 0.0312301 | val_loss: 0.031232 | Time: 1983.84 ms [2021-11-23 17:37:31 main:581] : INFO : Epoch 1565 | loss: 0.0312306 | val_loss: 0.0312313 | Time: 1988.44 ms [2021-11-23 17:37:33 main:581] : INFO : Epoch 1566 | loss: 0.0312303 | val_loss: 0.0312316 | Time: 1986.18 ms [2021-11-23 17:37:35 main:581] : INFO : Epoch 1567 | loss: 0.0312309 | val_loss: 0.0312315 | Time: 1993.37 ms [2021-11-23 17:37:37 main:581] : INFO : Epoch 1568 | loss: 0.0312306 | val_loss: 0.0312315 | Time: 2406.83 ms [2021-11-23 17:37:40 main:581] : INFO : Epoch 1569 | loss: 0.0312307 | val_loss: 0.0312316 | Time: 2419.38 ms [2021-11-23 17:37:42 main:581] : INFO : Epoch 1570 | loss: 0.031231 | val_loss: 0.0312313 | Time: 1987.68 ms [2021-11-23 17:37:44 main:581] : INFO : Epoch 1571 | loss: 0.0312303 | val_loss: 0.0312312 | Time: 2001.18 ms [2021-11-23 17:37:46 main:581] : INFO : Epoch 1572 | loss: 0.0312303 | val_loss: 0.0312325 | Time: 1993.59 ms [2021-11-23 17:37:48 main:581] : INFO : Epoch 1573 | loss: 0.0312304 | val_loss: 0.0312315 | Time: 1997.56 ms [2021-11-23 17:37:50 main:581] : INFO : Epoch 1574 | loss: 0.0312305 | val_loss: 0.0312321 | Time: 2007.36 ms [2021-11-23 17:37:52 main:581] : INFO : Epoch 1575 | loss: 0.0312305 | val_loss: 0.0312315 | Time: 2017.95 ms [2021-11-23 17:37:54 main:581] : INFO : Epoch 1576 | loss: 0.0312307 | val_loss: 0.0312317 | Time: 2023.66 ms [2021-11-23 17:37:56 main:581] : INFO : Epoch 1577 | loss: 0.0312305 | val_loss: 0.0312314 | Time: 2012.77 ms [2021-11-23 17:37:58 main:581] : INFO : Epoch 1578 | loss: 0.0312304 | val_loss: 0.0312324 | Time: 1993.61 ms [2021-11-23 17:38:00 main:581] : INFO : Epoch 1579 | loss: 0.0312305 | val_loss: 0.0312315 | Time: 1993.34 ms [2021-11-23 17:38:02 main:581] : INFO : Epoch 1580 | loss: 0.0312307 | val_loss: 0.0312313 | Time: 1987.37 ms [2021-11-23 17:38:04 main:581] : INFO : Epoch 1581 | loss: 0.0312317 | val_loss: 0.0312315 | Time: 1990.77 ms [2021-11-23 17:38:06 main:581] : INFO : Epoch 1582 | loss: 0.0312309 | val_loss: 0.0312315 | Time: 2003.98 ms [2021-11-23 17:38:08 main:581] : INFO : Epoch 1583 | loss: 0.0312304 | val_loss: 0.0312315 | Time: 1989.04 ms [2021-11-23 17:38:10 main:581] : INFO : Epoch 1584 | loss: 0.0312302 | val_loss: 0.0312312 | Time: 1971.62 ms [2021-11-23 17:38:12 main:581] : INFO : Epoch 1585 | loss: 0.0312308 | val_loss: 0.0312313 | Time: 1980.83 ms [2021-11-23 17:38:14 main:581] : INFO : Epoch 1586 | loss: 0.0312311 | val_loss: 0.0312315 | Time: 1989.44 ms [2021-11-23 17:38:16 main:581] : INFO : Epoch 1587 | loss: 0.0312306 | val_loss: 0.0312319 | Time: 1978.74 ms [2021-11-23 17:38:18 main:581] : INFO : Epoch 1588 | loss: 0.0312307 | val_loss: 0.0312319 | Time: 1989.76 ms [2021-11-23 17:38:20 main:581] : INFO : Epoch 1589 | loss: 0.0312306 | val_loss: 0.0312335 | Time: 1988.91 ms [2021-11-23 17:38:22 main:581] : INFO : Epoch 1590 | loss: 0.0312315 | val_loss: 0.0312313 | Time: 1987.29 ms [2021-11-23 17:38:24 main:581] : INFO : Epoch 1591 | loss: 0.0312304 | val_loss: 0.0312312 | Time: 2035.81 ms [2021-11-23 17:38:26 main:581] : INFO : Epoch 1592 | loss: 0.0312306 | val_loss: 0.0312323 | Time: 2023.16 ms [2021-11-23 17:38:28 main:581] : INFO : Epoch 1593 | loss: 0.0312307 | val_loss: 0.0312311 | Time: 2023.39 ms [2021-11-23 17:38:30 main:581] : INFO : Epoch 1594 | loss: 0.0312304 | val_loss: 0.0312313 | Time: 1971.74 ms [2021-11-23 17:38:32 main:581] : INFO : Epoch 1595 | loss: 0.0312308 | val_loss: 0.0312326 | Time: 1978.4 ms [2021-11-23 17:38:34 main:581] : INFO : Epoch 1596 | loss: 0.0312305 | val_loss: 0.0312317 | Time: 1979.01 ms [2021-11-23 17:38:36 main:581] : INFO : Epoch 1597 | loss: 0.0312307 | val_loss: 0.0312319 | Time: 1966.2 ms [2021-11-23 17:38:38 main:581] : INFO : Epoch 1598 | loss: 0.0312304 | val_loss: 0.031233 | Time: 2004.41 ms [2021-11-23 17:38:40 main:581] : INFO : Epoch 1599 | loss: 0.0312305 | val_loss: 0.0312313 | Time: 1987.03 ms [2021-11-23 17:38:42 main:581] : INFO : Epoch 1600 | loss: 0.0312304 | val_loss: 0.0312317 | Time: 1991.06 ms [2021-11-23 17:38:44 main:581] : INFO : Epoch 1601 | loss: 0.0312304 | val_loss: 0.0312318 | Time: 2007.7 ms [2021-11-23 17:38:46 main:581] : INFO : Epoch 1602 | loss: 0.0312312 | val_loss: 0.0312372 | Time: 1981.37 ms [2021-11-23 17:38:48 main:581] : INFO : Epoch 1603 | loss: 0.0312321 | val_loss: 0.0312319 | Time: 2002.2 ms [2021-11-23 17:38:50 main:581] : INFO : Epoch 1604 | loss: 0.0312314 | val_loss: 0.0312312 | Time: 2029.29 ms [2021-11-23 17:38:52 main:581] : INFO : Epoch 1605 | loss: 0.0312303 | val_loss: 0.0312313 | Time: 1999.52 ms [2021-11-23 17:38:54 main:581] : INFO : Epoch 1606 | loss: 0.0312303 | val_loss: 0.0312318 | Time: 1993.36 ms [2021-11-23 17:38:56 main:581] : INFO : Epoch 1607 | loss: 0.0312302 | val_loss: 0.0312324 | Time: 2011.78 ms [2021-11-23 17:38:58 main:581] : INFO : Epoch 1608 | loss: 0.0312312 | val_loss: 0.0312314 | Time: 2023.17 ms [2021-11-23 17:39:00 main:581] : INFO : Epoch 1609 | loss: 0.0312302 | val_loss: 0.0312317 | Time: 2016.12 ms [2021-11-23 17:39:02 main:581] : INFO : Epoch 1610 | loss: 0.0312304 | val_loss: 0.0312314 | Time: 2012.9 ms [2021-11-23 17:39:04 main:581] : INFO : Epoch 1611 | loss: 0.0312314 | val_loss: 0.0312326 | Time: 2005.64 ms [2021-11-23 17:39:06 main:581] : INFO : Epoch 1612 | loss: 0.0312307 | val_loss: 0.0312317 | Time: 1999.5 ms [2021-11-23 17:39:08 main:581] : INFO : Epoch 1613 | loss: 0.0312305 | val_loss: 0.0312313 | Time: 1985.03 ms [2021-11-23 17:39:10 main:581] : INFO : Epoch 1614 | loss: 0.0312303 | val_loss: 0.0312314 | Time: 1993.86 ms [2021-11-23 17:39:12 main:581] : INFO : Epoch 1615 | loss: 0.0312303 | val_loss: 0.0312319 | Time: 1984.13 ms [2021-11-23 17:39:14 main:581] : INFO : Epoch 1616 | loss: 0.0312305 | val_loss: 0.0312338 | Time: 1993.53 ms [2021-11-23 17:39:16 main:581] : INFO : Epoch 1617 | loss: 0.0312311 | val_loss: 0.0312316 | Time: 1977.5 ms [2021-11-23 17:39:18 main:581] : INFO : Epoch 1618 | loss: 0.0312302 | val_loss: 0.0312332 | Time: 1982.93 ms [2021-11-23 17:39:20 main:581] : INFO : Epoch 1619 | loss: 0.0312307 | val_loss: 0.0312322 | Time: 1969.09 ms [2021-11-23 17:39:22 main:581] : INFO : Epoch 1620 | loss: 0.0312314 | val_loss: 0.0312325 | Time: 1961.45 ms [2021-11-23 17:39:24 main:581] : INFO : Epoch 1621 | loss: 0.0312308 | val_loss: 0.0312322 | Time: 1989.89 ms [2021-11-23 17:39:26 main:581] : INFO : Epoch 1622 | loss: 0.031231 | val_loss: 0.0312333 | Time: 1967.41 ms [2021-11-23 17:39:28 main:581] : INFO : Epoch 1623 | loss: 0.0312312 | val_loss: 0.0312324 | Time: 1992.65 ms [2021-11-23 17:39:30 main:581] : INFO : Epoch 1624 | loss: 0.0312305 | val_loss: 0.0312324 | Time: 1995.49 ms [2021-11-23 17:39:32 main:581] : INFO : Epoch 1625 | loss: 0.0312312 | val_loss: 0.0312319 | Time: 2018.14 ms [2021-11-23 17:39:34 main:581] : INFO : Epoch 1626 | loss: 0.0312304 | val_loss: 0.0312312 | Time: 2020.66 ms [2021-11-23 17:39:36 main:581] : INFO : Epoch 1627 | loss: 0.0312304 | val_loss: 0.031232 | Time: 1987.52 ms [2021-11-23 17:39:38 main:581] : INFO : Epoch 1628 | loss: 0.0312307 | val_loss: 0.0312321 | Time: 1990.26 ms [2021-11-23 17:39:40 main:581] : INFO : Epoch 1629 | loss: 0.0312302 | val_loss: 0.0312313 | Time: 1980.3 ms [2021-11-23 17:39:42 main:581] : INFO : Epoch 1630 | loss: 0.0312301 | val_loss: 0.0312314 | Time: 1974.98 ms [2021-11-23 17:39:44 main:581] : INFO : Epoch 1631 | loss: 0.0312303 | val_loss: 0.0312313 | Time: 1980.17 ms [2021-11-23 17:39:45 main:581] : INFO : Epoch 1632 | loss: 0.0312306 | val_loss: 0.031234 | Time: 1976.8 ms [2021-11-23 17:39:47 main:581] : INFO : Epoch 1633 | loss: 0.0312316 | val_loss: 0.0312332 | Time: 1973.8 ms [2021-11-23 17:39:49 main:581] : INFO : Epoch 1634 | loss: 0.0312306 | val_loss: 0.0312314 | Time: 1974.33 ms [2021-11-23 17:39:51 main:581] : INFO : Epoch 1635 | loss: 0.0312313 | val_loss: 0.031232 | Time: 1987.42 ms [2021-11-23 17:39:53 main:581] : INFO : Epoch 1636 | loss: 0.0312326 | val_loss: 0.0312348 | Time: 2002.32 ms [2021-11-23 17:39:55 main:581] : INFO : Epoch 1637 | loss: 0.0312323 | val_loss: 0.031234 | Time: 1996.36 ms [2021-11-23 17:39:57 main:581] : INFO : Epoch 1638 | loss: 0.0312311 | val_loss: 0.0312313 | Time: 1975.72 ms [2021-11-23 17:39:59 main:581] : INFO : Epoch 1639 | loss: 0.0312311 | val_loss: 0.031233 | Time: 1982.14 ms [2021-11-23 17:40:01 main:581] : INFO : Epoch 1640 | loss: 0.0312304 | val_loss: 0.0312316 | Time: 1980.48 ms [2021-11-23 17:40:03 main:581] : INFO : Epoch 1641 | loss: 0.0312307 | val_loss: 0.0312313 | Time: 1961.88 ms [2021-11-23 17:40:05 main:581] : INFO : Epoch 1642 | loss: 0.0312302 | val_loss: 0.0312331 | Time: 2012.6 ms [2021-11-23 17:40:07 main:581] : INFO : Epoch 1643 | loss: 0.0312303 | val_loss: 0.031233 | Time: 1980.15 ms [2021-11-23 17:40:09 main:581] : INFO : Epoch 1644 | loss: 0.0312314 | val_loss: 0.0312322 | Time: 1989.04 ms [2021-11-23 17:40:11 main:581] : INFO : Epoch 1645 | loss: 0.0312309 | val_loss: 0.0312314 | Time: 1994.65 ms [2021-11-23 17:40:13 main:581] : INFO : Epoch 1646 | loss: 0.0312308 | val_loss: 0.0312314 | Time: 1962.79 ms [2021-11-23 17:40:15 main:581] : INFO : Epoch 1647 | loss: 0.0312321 | val_loss: 0.0312327 | Time: 1971.62 ms [2021-11-23 17:40:17 main:581] : INFO : Epoch 1648 | loss: 0.0312312 | val_loss: 0.0312316 | Time: 1973.37 ms [2021-11-23 17:40:19 main:581] : INFO : Epoch 1649 | loss: 0.0312302 | val_loss: 0.0312321 | Time: 1989.85 ms [2021-11-23 17:40:21 main:581] : INFO : Epoch 1650 | loss: 0.0312305 | val_loss: 0.0312313 | Time: 1974.17 ms [2021-11-23 17:40:23 main:581] : INFO : Epoch 1651 | loss: 0.0312311 | val_loss: 0.0312323 | Time: 1962.95 ms [2021-11-23 17:40:25 main:581] : INFO : Epoch 1652 | loss: 0.0312315 | val_loss: 0.0312319 | Time: 1974.77 ms [2021-11-23 17:40:27 main:581] : INFO : Epoch 1653 | loss: 0.031231 | val_loss: 0.031232 | Time: 1977.93 ms [2021-11-23 17:40:29 main:581] : INFO : Epoch 1654 | loss: 0.0312315 | val_loss: 0.031232 | Time: 1984.81 ms [2021-11-23 17:40:31 main:581] : INFO : Epoch 1655 | loss: 0.0312308 | val_loss: 0.0312314 | Time: 1997.11 ms [2021-11-23 17:40:33 main:581] : INFO : Epoch 1656 | loss: 0.0312308 | val_loss: 0.0312316 | Time: 1982.41 ms [2021-11-23 17:40:35 main:581] : INFO : Epoch 1657 | loss: 0.0312302 | val_loss: 0.0312315 | Time: 1971.81 ms [2021-11-23 17:40:37 main:581] : INFO : Epoch 1658 | loss: 0.0312304 | val_loss: 0.0312323 | Time: 2000.08 ms [2021-11-23 17:40:39 main:581] : INFO : Epoch 1659 | loss: 0.0312309 | val_loss: 0.0312315 | Time: 2001.91 ms [2021-11-23 17:40:41 main:581] : INFO : Epoch 1660 | loss: 0.0312303 | val_loss: 0.0312314 | Time: 1989.31 ms [2021-11-23 17:40:43 main:581] : INFO : Epoch 1661 | loss: 0.0312303 | val_loss: 0.0312316 | Time: 1977.36 ms [2021-11-23 17:40:45 main:581] : INFO : Epoch 1662 | loss: 0.0312311 | val_loss: 0.0312314 | Time: 1981.09 ms [2021-11-23 17:40:47 main:581] : INFO : Epoch 1663 | loss: 0.0312311 | val_loss: 0.0312319 | Time: 1958.09 ms [2021-11-23 17:40:49 main:581] : INFO : Epoch 1664 | loss: 0.0312333 | val_loss: 0.0312322 | Time: 1977.82 ms [2021-11-23 17:40:51 main:581] : INFO : Epoch 1665 | loss: 0.0312311 | val_loss: 0.0312351 | Time: 1980.08 ms [2021-11-23 17:40:53 main:581] : INFO : Epoch 1666 | loss: 0.031232 | val_loss: 0.0312356 | Time: 1991 ms [2021-11-23 17:40:55 main:581] : INFO : Epoch 1667 | loss: 0.0312322 | val_loss: 0.0312402 | Time: 1988.56 ms [2021-11-23 17:40:57 main:581] : INFO : Epoch 1668 | loss: 0.0312336 | val_loss: 0.0312411 | Time: 1997.71 ms [2021-11-23 17:40:59 main:581] : INFO : Epoch 1669 | loss: 0.0312328 | val_loss: 0.0312318 | Time: 1994.64 ms [2021-11-23 17:41:01 main:581] : INFO : Epoch 1670 | loss: 0.0312309 | val_loss: 0.0312314 | Time: 1986.44 ms [2021-11-23 17:41:03 main:581] : INFO : Epoch 1671 | loss: 0.0312309 | val_loss: 0.0312317 | Time: 1993.67 ms [2021-11-23 17:41:05 main:581] : INFO : Epoch 1672 | loss: 0.031231 | val_loss: 0.0312318 | Time: 1988.18 ms [2021-11-23 17:41:07 main:581] : INFO : Epoch 1673 | loss: 0.0312303 | val_loss: 0.0312325 | Time: 1989.78 ms [2021-11-23 17:41:09 main:581] : INFO : Epoch 1674 | loss: 0.0312304 | val_loss: 0.0312315 | Time: 1989.03 ms [2021-11-23 17:41:11 main:581] : INFO : Epoch 1675 | loss: 0.0312306 | val_loss: 0.0312317 | Time: 2010.16 ms [2021-11-23 17:41:13 main:581] : INFO : Epoch 1676 | loss: 0.0312314 | val_loss: 0.0312338 | Time: 2017.92 ms [2021-11-23 17:41:15 main:581] : INFO : Epoch 1677 | loss: 0.0312304 | val_loss: 0.0312317 | Time: 2004.02 ms [2021-11-23 17:41:17 main:581] : INFO : Epoch 1678 | loss: 0.0312305 | val_loss: 0.0312315 | Time: 2032.83 ms [2021-11-23 17:41:19 main:581] : INFO : Epoch 1679 | loss: 0.0312302 | val_loss: 0.0312314 | Time: 2007.67 ms [2021-11-23 17:41:21 main:581] : INFO : Epoch 1680 | loss: 0.0312303 | val_loss: 0.0312314 | Time: 2000.65 ms [2021-11-23 17:41:23 main:581] : INFO : Epoch 1681 | loss: 0.0312306 | val_loss: 0.0312331 | Time: 1979.28 ms [2021-11-23 17:41:25 main:581] : INFO : Epoch 1682 | loss: 0.0312311 | val_loss: 0.031232 | Time: 1985.57 ms [2021-11-23 17:41:27 main:581] : INFO : Epoch 1683 | loss: 0.031231 | val_loss: 0.0312348 | Time: 1994.15 ms [2021-11-23 17:41:29 main:581] : INFO : Epoch 1684 | loss: 0.0312318 | val_loss: 0.0312312 | Time: 2010.02 ms [2021-11-23 17:41:31 main:581] : INFO : Epoch 1685 | loss: 0.031231 | val_loss: 0.0312332 | Time: 1986.77 ms [2021-11-23 17:41:33 main:581] : INFO : Epoch 1686 | loss: 0.0312336 | val_loss: 0.0312332 | Time: 2015.04 ms [2021-11-23 17:41:35 main:581] : INFO : Epoch 1687 | loss: 0.0312307 | val_loss: 0.031232 | Time: 1998.61 ms [2021-11-23 17:41:37 main:581] : INFO : Epoch 1688 | loss: 0.0312302 | val_loss: 0.0312316 | Time: 1995.82 ms [2021-11-23 17:41:39 main:581] : INFO : Epoch 1689 | loss: 0.0312317 | val_loss: 0.0312337 | Time: 2017.29 ms [2021-11-23 17:41:41 main:581] : INFO : Epoch 1690 | loss: 0.0312321 | val_loss: 0.0312315 | Time: 2005.73 ms [2021-11-23 17:41:43 main:581] : INFO : Epoch 1691 | loss: 0.031233 | val_loss: 0.0312319 | Time: 2014.42 ms [2021-11-23 17:41:45 main:581] : INFO : Epoch 1692 | loss: 0.0312313 | val_loss: 0.0312333 | Time: 2021.28 ms [2021-11-23 17:41:47 main:581] : INFO : Epoch 1693 | loss: 0.0312313 | val_loss: 0.0312326 | Time: 2014.21 ms [2021-11-23 17:41:49 main:581] : INFO : Epoch 1694 | loss: 0.0312311 | val_loss: 0.0312315 | Time: 1999.35 ms [2021-11-23 17:41:51 main:581] : INFO : Epoch 1695 | loss: 0.031233 | val_loss: 0.0312324 | Time: 2004.03 ms [2021-11-23 17:41:53 main:581] : INFO : Epoch 1696 | loss: 0.0312306 | val_loss: 0.0312322 | Time: 1988.89 ms [2021-11-23 17:41:55 main:581] : INFO : Epoch 1697 | loss: 0.0312303 | val_loss: 0.0312313 | Time: 2003.14 ms [2021-11-23 17:41:57 main:581] : INFO : Epoch 1698 | loss: 0.0312307 | val_loss: 0.0312321 | Time: 2008.29 ms [2021-11-23 17:41:59 main:581] : INFO : Epoch 1699 | loss: 0.0312315 | val_loss: 0.0312339 | Time: 2025.72 ms [2021-11-23 17:42:01 main:581] : INFO : Epoch 1700 | loss: 0.0312327 | val_loss: 0.0312314 | Time: 2008.95 ms [2021-11-23 17:42:03 main:581] : INFO : Epoch 1701 | loss: 0.0312302 | val_loss: 0.0312314 | Time: 2025.21 ms [2021-11-23 17:42:05 main:581] : INFO : Epoch 1702 | loss: 0.0312324 | val_loss: 0.0312351 | Time: 2019.25 ms [2021-11-23 17:42:07 main:581] : INFO : Epoch 1703 | loss: 0.0312322 | val_loss: 0.0312314 | Time: 1979.38 ms [2021-11-23 17:42:09 main:581] : INFO : Epoch 1704 | loss: 0.0312309 | val_loss: 0.0312316 | Time: 1999.51 ms [2021-11-23 17:42:11 main:581] : INFO : Epoch 1705 | loss: 0.0312309 | val_loss: 0.0312313 | Time: 2007.46 ms [2021-11-23 17:42:13 main:581] : INFO : Epoch 1706 | loss: 0.0312313 | val_loss: 0.031232 | Time: 1993.85 ms [2021-11-23 17:42:15 main:581] : INFO : Epoch 1707 | loss: 0.0312315 | val_loss: 0.0312321 | Time: 2007.85 ms [2021-11-23 17:42:17 main:581] : INFO : Epoch 1708 | loss: 0.0312314 | val_loss: 0.0312315 | Time: 2027.84 ms [2021-11-23 17:42:19 main:581] : INFO : Epoch 1709 | loss: 0.0312311 | val_loss: 0.0312326 | Time: 2028.27 ms [2021-11-23 17:42:21 main:581] : INFO : Epoch 1710 | loss: 0.0312316 | val_loss: 0.0312321 | Time: 2009.31 ms [2021-11-23 17:42:23 main:581] : INFO : Epoch 1711 | loss: 0.0312306 | val_loss: 0.0312314 | Time: 1998.09 ms [2021-11-23 17:42:25 main:581] : INFO : Epoch 1712 | loss: 0.03123 | val_loss: 0.031232 | Time: 2000.59 ms [2021-11-23 17:42:27 main:581] : INFO : Epoch 1713 | loss: 0.0312303 | val_loss: 0.0312326 | Time: 2018.96 ms [2021-11-23 17:42:29 main:581] : INFO : Epoch 1714 | loss: 0.0312311 | val_loss: 0.0312313 | Time: 1978.9 ms [2021-11-23 17:42:31 main:581] : INFO : Epoch 1715 | loss: 0.0312306 | val_loss: 0.0312316 | Time: 1999.2 ms [2021-11-23 17:42:33 main:581] : INFO : Epoch 1716 | loss: 0.0312302 | val_loss: 0.0312322 | Time: 2013.13 ms [2021-11-23 17:42:35 main:581] : INFO : Epoch 1717 | loss: 0.031231 | val_loss: 0.0312332 | Time: 2016.31 ms [2021-11-23 17:42:37 main:581] : INFO : Epoch 1718 | loss: 0.0312316 | val_loss: 0.0312323 | Time: 2012.54 ms [2021-11-23 17:42:39 main:581] : INFO : Epoch 1719 | loss: 0.0312305 | val_loss: 0.0312317 | Time: 1999.84 ms [2021-11-23 17:42:41 main:581] : INFO : Epoch 1720 | loss: 0.0312313 | val_loss: 0.0312323 | Time: 2001.36 ms [2021-11-23 17:42:43 main:581] : INFO : Epoch 1721 | loss: 0.031232 | val_loss: 0.0312317 | Time: 1999.99 ms [2021-11-23 17:42:45 main:581] : INFO : Epoch 1722 | loss: 0.0312317 | val_loss: 0.0312313 | Time: 2002.04 ms [2021-11-23 17:42:47 main:581] : INFO : Epoch 1723 | loss: 0.0312307 | val_loss: 0.0312322 | Time: 1976.9 ms [2021-11-23 17:42:49 main:581] : INFO : Epoch 1724 | loss: 0.0312316 | val_loss: 0.0312316 | Time: 2012.1 ms [2021-11-23 17:42:51 main:581] : INFO : Epoch 1725 | loss: 0.0312314 | val_loss: 0.0312332 | Time: 2008.11 ms [2021-11-23 17:42:53 main:581] : INFO : Epoch 1726 | loss: 0.0312321 | val_loss: 0.0312346 | Time: 2000.4 ms [2021-11-23 17:42:55 main:581] : INFO : Epoch 1727 | loss: 0.0312314 | val_loss: 0.031234 | Time: 1997.56 ms [2021-11-23 17:42:57 main:581] : INFO : Epoch 1728 | loss: 0.0312317 | val_loss: 0.0312313 | Time: 1998.32 ms [2021-11-23 17:42:59 main:581] : INFO : Epoch 1729 | loss: 0.0312309 | val_loss: 0.0312328 | Time: 1993.47 ms [2021-11-23 17:43:01 main:581] : INFO : Epoch 1730 | loss: 0.0312312 | val_loss: 0.0312323 | Time: 1983.38 ms [2021-11-23 17:43:03 main:581] : INFO : Epoch 1731 | loss: 0.0312313 | val_loss: 0.0312328 | Time: 1995.15 ms [2021-11-23 17:43:05 main:581] : INFO : Epoch 1732 | loss: 0.0312303 | val_loss: 0.0312319 | Time: 2024.17 ms [2021-11-23 17:43:07 main:581] : INFO : Epoch 1733 | loss: 0.0312311 | val_loss: 0.0312324 | Time: 2008.31 ms [2021-11-23 17:43:09 main:581] : INFO : Epoch 1734 | loss: 0.0312316 | val_loss: 0.0312385 | Time: 1993.29 ms [2021-11-23 17:43:11 main:581] : INFO : Epoch 1735 | loss: 0.0312325 | val_loss: 0.0312318 | Time: 2009 ms [2021-11-23 17:43:13 main:581] : INFO : Epoch 1736 | loss: 0.0312305 | val_loss: 0.0312335 | Time: 1992.21 ms [2021-11-23 17:43:15 main:581] : INFO : Epoch 1737 | loss: 0.0312305 | val_loss: 0.031233 | Time: 1997.32 ms [2021-11-23 17:43:17 main:581] : INFO : Epoch 1738 | loss: 0.0312323 | val_loss: 0.0312326 | Time: 2005.79 ms [2021-11-23 17:43:19 main:581] : INFO : Epoch 1739 | loss: 0.031232 | val_loss: 0.0312342 | Time: 2004.39 ms [2021-11-23 17:43:21 main:581] : INFO : Epoch 1740 | loss: 0.0312318 | val_loss: 0.031234 | Time: 2003.67 ms [2021-11-23 17:43:23 main:581] : INFO : Epoch 1741 | loss: 0.0312313 | val_loss: 0.0312314 | Time: 2042.8 ms [2021-11-23 17:43:25 main:581] : INFO : Epoch 1742 | loss: 0.0312304 | val_loss: 0.0312318 | Time: 2011.8 ms [2021-11-23 17:43:27 main:581] : INFO : Epoch 1743 | loss: 0.0312309 | val_loss: 0.0312336 | Time: 2020.48 ms [2021-11-23 17:43:29 main:581] : INFO : Epoch 1744 | loss: 0.0312311 | val_loss: 0.0312313 | Time: 1997.49 ms [2021-11-23 17:43:31 main:581] : INFO : Epoch 1745 | loss: 0.0312309 | val_loss: 0.031234 | Time: 2008.8 ms [2021-11-23 17:43:33 main:581] : INFO : Epoch 1746 | loss: 0.0312306 | val_loss: 0.0312314 | Time: 2010.47 ms [2021-11-23 17:43:35 main:581] : INFO : Epoch 1747 | loss: 0.0312303 | val_loss: 0.0312316 | Time: 1986.62 ms [2021-11-23 17:43:37 main:581] : INFO : Epoch 1748 | loss: 0.0312306 | val_loss: 0.0312318 | Time: 2002.53 ms [2021-11-23 17:43:39 main:581] : INFO : Epoch 1749 | loss: 0.0312318 | val_loss: 0.0312327 | Time: 2060.38 ms [2021-11-23 17:43:41 main:581] : INFO : Epoch 1750 | loss: 0.0312322 | val_loss: 0.0312348 | Time: 1973 ms [2021-11-23 17:43:43 main:581] : INFO : Epoch 1751 | loss: 0.0312343 | val_loss: 0.0312351 | Time: 1968.57 ms [2021-11-23 17:43:45 main:581] : INFO : Epoch 1752 | loss: 0.031232 | val_loss: 0.0312326 | Time: 2001.4 ms [2021-11-23 17:43:47 main:581] : INFO : Epoch 1753 | loss: 0.0312307 | val_loss: 0.031233 | Time: 1989.79 ms [2021-11-23 17:43:49 main:581] : INFO : Epoch 1754 | loss: 0.0312305 | val_loss: 0.0312318 | Time: 1992.85 ms [2021-11-23 17:43:51 main:581] : INFO : Epoch 1755 | loss: 0.0312302 | val_loss: 0.0312317 | Time: 1972.33 ms [2021-11-23 17:43:53 main:581] : INFO : Epoch 1756 | loss: 0.0312301 | val_loss: 0.0312323 | Time: 1958.56 ms [2021-11-23 17:43:55 main:581] : INFO : Epoch 1757 | loss: 0.0312309 | val_loss: 0.0312317 | Time: 2005.9 ms [2021-11-23 17:43:57 main:581] : INFO : Epoch 1758 | loss: 0.0312307 | val_loss: 0.0312315 | Time: 2016.91 ms [2021-11-23 17:43:59 main:581] : INFO : Epoch 1759 | loss: 0.0312306 | val_loss: 0.0312315 | Time: 1997.57 ms [2021-11-23 17:44:01 main:581] : INFO : Epoch 1760 | loss: 0.031231 | val_loss: 0.0312347 | Time: 1987.93 ms [2021-11-23 17:44:03 main:581] : INFO : Epoch 1761 | loss: 0.0312305 | val_loss: 0.0312318 | Time: 2003.37 ms [2021-11-23 17:44:05 main:581] : INFO : Epoch 1762 | loss: 0.031231 | val_loss: 0.0312312 | Time: 1988.12 ms [2021-11-23 17:44:07 main:581] : INFO : Epoch 1763 | loss: 0.0312313 | val_loss: 0.0312346 | Time: 1989.49 ms [2021-11-23 17:44:09 main:581] : INFO : Epoch 1764 | loss: 0.0312306 | val_loss: 0.0312338 | Time: 1999.58 ms [2021-11-23 17:44:11 main:581] : INFO : Epoch 1765 | loss: 0.0312336 | val_loss: 0.0312312 | Time: 2009.16 ms [2021-11-23 17:44:13 main:581] : INFO : Epoch 1766 | loss: 0.0312329 | val_loss: 0.0312319 | Time: 1988.19 ms [2021-11-23 17:44:15 main:581] : INFO : Epoch 1767 | loss: 0.0312304 | val_loss: 0.0312343 | Time: 1973.6 ms [2021-11-23 17:44:17 main:581] : INFO : Epoch 1768 | loss: 0.0312309 | val_loss: 0.0312322 | Time: 1981.64 ms [2021-11-23 17:44:19 main:581] : INFO : Epoch 1769 | loss: 0.0312318 | val_loss: 0.0312313 | Time: 2007.42 ms [2021-11-23 17:44:21 main:581] : INFO : Epoch 1770 | loss: 0.0312315 | val_loss: 0.0312323 | Time: 2006.61 ms [2021-11-23 17:44:23 main:581] : INFO : Epoch 1771 | loss: 0.0312303 | val_loss: 0.0312315 | Time: 2004.56 ms [2021-11-23 17:44:25 main:581] : INFO : Epoch 1772 | loss: 0.0312302 | val_loss: 0.0312317 | Time: 1995.45 ms [2021-11-23 17:44:27 main:581] : INFO : Epoch 1773 | loss: 0.0312304 | val_loss: 0.0312317 | Time: 1977.89 ms [2021-11-23 17:44:29 main:581] : INFO : Epoch 1774 | loss: 0.0312311 | val_loss: 0.0312313 | Time: 2016.31 ms [2021-11-23 17:44:31 main:581] : INFO : Epoch 1775 | loss: 0.0312312 | val_loss: 0.0312326 | Time: 2004.38 ms [2021-11-23 17:44:33 main:581] : INFO : Epoch 1776 | loss: 0.0312304 | val_loss: 0.0312314 | Time: 1999.06 ms [2021-11-23 17:44:35 main:581] : INFO : Epoch 1777 | loss: 0.0312302 | val_loss: 0.0312315 | Time: 1986.16 ms [2021-11-23 17:44:37 main:581] : INFO : Epoch 1778 | loss: 0.0312304 | val_loss: 0.0312314 | Time: 1987.69 ms [2021-11-23 17:44:39 main:581] : INFO : Epoch 1779 | loss: 0.0312301 | val_loss: 0.0312315 | Time: 2000.05 ms [2021-11-23 17:44:41 main:581] : INFO : Epoch 1780 | loss: 0.0312319 | val_loss: 0.0312326 | Time: 1991.65 ms [2021-11-23 17:44:43 main:581] : INFO : Epoch 1781 | loss: 0.0312317 | val_loss: 0.031233 | Time: 1995.76 ms [2021-11-23 17:44:45 main:581] : INFO : Epoch 1782 | loss: 0.0312304 | val_loss: 0.0312328 | Time: 1986.51 ms [2021-11-23 17:44:47 main:581] : INFO : Epoch 1783 | loss: 0.031231 | val_loss: 0.0312376 | Time: 1977.09 ms [2021-11-23 17:44:49 main:581] : INFO : Epoch 1784 | loss: 0.031232 | val_loss: 0.0312317 | Time: 1982.18 ms [2021-11-23 17:44:51 main:581] : INFO : Epoch 1785 | loss: 0.0312302 | val_loss: 0.0312332 | Time: 1962.07 ms [2021-11-23 17:44:53 main:581] : INFO : Epoch 1786 | loss: 0.0312325 | val_loss: 0.0312329 | Time: 1970.69 ms [2021-11-23 17:44:55 main:581] : INFO : Epoch 1787 | loss: 0.0312317 | val_loss: 0.031232 | Time: 1977.47 ms [2021-11-23 17:44:57 main:581] : INFO : Epoch 1788 | loss: 0.0312316 | val_loss: 0.0312325 | Time: 1972.79 ms [2021-11-23 17:44:59 main:581] : INFO : Epoch 1789 | loss: 0.0312317 | val_loss: 0.0312315 | Time: 1988.31 ms [2021-11-23 17:45:01 main:581] : INFO : Epoch 1790 | loss: 0.0312313 | val_loss: 0.0312392 | Time: 1990.22 ms [2021-11-23 17:45:03 main:581] : INFO : Epoch 1791 | loss: 0.0312314 | val_loss: 0.0312315 | Time: 2026.69 ms [2021-11-23 17:45:05 main:581] : INFO : Epoch 1792 | loss: 0.0312301 | val_loss: 0.0312333 | Time: 2006.66 ms [2021-11-23 17:45:07 main:581] : INFO : Epoch 1793 | loss: 0.0312331 | val_loss: 0.0312356 | Time: 2008.73 ms [2021-11-23 17:45:09 main:581] : INFO : Epoch 1794 | loss: 0.0312313 | val_loss: 0.0312343 | Time: 1979.91 ms [2021-11-23 17:45:11 main:581] : INFO : Epoch 1795 | loss: 0.0312306 | val_loss: 0.0312337 | Time: 1979.77 ms [2021-11-23 17:45:13 main:581] : INFO : Epoch 1796 | loss: 0.031231 | val_loss: 0.0312317 | Time: 1978.7 ms [2021-11-23 17:45:15 main:581] : INFO : Epoch 1797 | loss: 0.0312301 | val_loss: 0.031232 | Time: 1988.07 ms [2021-11-23 17:45:17 main:581] : INFO : Epoch 1798 | loss: 0.0312308 | val_loss: 0.0312316 | Time: 1980.96 ms [2021-11-23 17:45:19 main:581] : INFO : Epoch 1799 | loss: 0.0312312 | val_loss: 0.0312312 | Time: 1973.67 ms [2021-11-23 17:45:21 main:581] : INFO : Epoch 1800 | loss: 0.0312324 | val_loss: 0.0312315 | Time: 2000 ms [2021-11-23 17:45:23 main:581] : INFO : Epoch 1801 | loss: 0.0312315 | val_loss: 0.0312356 | Time: 2000.78 ms [2021-11-23 17:45:25 main:581] : INFO : Epoch 1802 | loss: 0.0312318 | val_loss: 0.031232 | Time: 2011.22 ms [2021-11-23 17:45:27 main:581] : INFO : Epoch 1803 | loss: 0.0312313 | val_loss: 0.0312318 | Time: 1995.76 ms [2021-11-23 17:45:29 main:581] : INFO : Epoch 1804 | loss: 0.0312311 | val_loss: 0.0312313 | Time: 1996.29 ms [2021-11-23 17:45:31 main:581] : INFO : Epoch 1805 | loss: 0.0312301 | val_loss: 0.0312314 | Time: 1991.19 ms [2021-11-23 17:45:33 main:581] : INFO : Epoch 1806 | loss: 0.0312306 | val_loss: 0.0312316 | Time: 2013.79 ms [2021-11-23 17:45:35 main:581] : INFO : Epoch 1807 | loss: 0.0312316 | val_loss: 0.0312318 | Time: 2024.43 ms [2021-11-23 17:45:37 main:581] : INFO : Epoch 1808 | loss: 0.0312301 | val_loss: 0.0312319 | Time: 2014.04 ms [2021-11-23 17:45:39 main:581] : INFO : Epoch 1809 | loss: 0.0312308 | val_loss: 0.0312334 | Time: 2019.7 ms [2021-11-23 17:45:41 main:581] : INFO : Epoch 1810 | loss: 0.0312309 | val_loss: 0.0312313 | Time: 2027.52 ms [2021-11-23 17:45:43 main:581] : INFO : Epoch 1811 | loss: 0.0312309 | val_loss: 0.0312336 | Time: 2009.96 ms [2021-11-23 17:45:45 main:581] : INFO : Epoch 1812 | loss: 0.0312304 | val_loss: 0.0312316 | Time: 2026.26 ms [2021-11-23 17:45:47 main:581] : INFO : Epoch 1813 | loss: 0.0312302 | val_loss: 0.0312313 | Time: 1994.12 ms [2021-11-23 17:45:49 main:581] : INFO : Epoch 1814 | loss: 0.0312306 | val_loss: 0.031232 | Time: 1990.26 ms [2021-11-23 17:45:51 main:581] : INFO : Epoch 1815 | loss: 0.0312317 | val_loss: 0.0312319 | Time: 2010.6 ms [2021-11-23 17:45:53 main:581] : INFO : Epoch 1816 | loss: 0.0312309 | val_loss: 0.0312319 | Time: 1993.95 ms [2021-11-23 17:45:55 main:581] : INFO : Epoch 1817 | loss: 0.0312313 | val_loss: 0.0312322 | Time: 1999.32 ms [2021-11-23 17:45:57 main:581] : INFO : Epoch 1818 | loss: 0.0312308 | val_loss: 0.0312315 | Time: 2007.99 ms [2021-11-23 17:45:59 main:581] : INFO : Epoch 1819 | loss: 0.03123 | val_loss: 0.0312326 | Time: 1999.52 ms [2021-11-23 17:46:01 main:581] : INFO : Epoch 1820 | loss: 0.0312304 | val_loss: 0.0312325 | Time: 1998.78 ms [2021-11-23 17:46:03 main:581] : INFO : Epoch 1821 | loss: 0.0312314 | val_loss: 0.0312356 | Time: 2001.63 ms [2021-11-23 17:46:05 main:581] : INFO : Epoch 1822 | loss: 0.0312323 | val_loss: 0.0312321 | Time: 2031.47 ms [2021-11-23 17:46:07 main:581] : INFO : Epoch 1823 | loss: 0.0312341 | val_loss: 0.0312321 | Time: 2003.45 ms [2021-11-23 17:46:09 main:581] : INFO : Epoch 1824 | loss: 0.0312371 | val_loss: 0.0312316 | Time: 2050.44 ms [2021-11-23 17:46:11 main:581] : INFO : Epoch 1825 | loss: 0.0312322 | val_loss: 0.0312323 | Time: 2001.29 ms [2021-11-23 17:46:13 main:581] : INFO : Epoch 1826 | loss: 0.0312305 | val_loss: 0.0312318 | Time: 1997.22 ms [2021-11-23 17:46:15 main:581] : INFO : Epoch 1827 | loss: 0.0312303 | val_loss: 0.0312312 | Time: 1986.07 ms [2021-11-23 17:46:17 main:581] : INFO : Epoch 1828 | loss: 0.0312301 | val_loss: 0.0312342 | Time: 1985.44 ms [2021-11-23 17:46:19 main:581] : INFO : Epoch 1829 | loss: 0.0312313 | val_loss: 0.0312316 | Time: 1985.57 ms [2021-11-23 17:46:21 main:581] : INFO : Epoch 1830 | loss: 0.0312316 | val_loss: 0.0312326 | Time: 2005.39 ms [2021-11-23 17:46:23 main:581] : INFO : Epoch 1831 | loss: 0.0312328 | val_loss: 0.0312315 | Time: 2009.52 ms [2021-11-23 17:46:25 main:581] : INFO : Epoch 1832 | loss: 0.0312305 | val_loss: 0.0312315 | Time: 2006.11 ms [2021-11-23 17:46:27 main:581] : INFO : Epoch 1833 | loss: 0.0312313 | val_loss: 0.0312329 | Time: 2010.64 ms [2021-11-23 17:46:29 main:581] : INFO : Epoch 1834 | loss: 0.0312309 | val_loss: 0.0312336 | Time: 1996.67 ms [2021-11-23 17:46:31 main:581] : INFO : Epoch 1835 | loss: 0.0312305 | val_loss: 0.0312319 | Time: 1986.05 ms [2021-11-23 17:46:33 main:581] : INFO : Epoch 1836 | loss: 0.0312305 | val_loss: 0.0312336 | Time: 1994.39 ms [2021-11-23 17:46:35 main:581] : INFO : Epoch 1837 | loss: 0.0312313 | val_loss: 0.0312314 | Time: 2013.25 ms [2021-11-23 17:46:37 main:581] : INFO : Epoch 1838 | loss: 0.0312302 | val_loss: 0.0312316 | Time: 1995.83 ms [2021-11-23 17:46:39 main:581] : INFO : Epoch 1839 | loss: 0.0312305 | val_loss: 0.0312315 | Time: 2004.42 ms [2021-11-23 17:46:41 main:581] : INFO : Epoch 1840 | loss: 0.0312301 | val_loss: 0.0312318 | Time: 2034.88 ms [2021-11-23 17:46:43 main:581] : INFO : Epoch 1841 | loss: 0.0312308 | val_loss: 0.0312314 | Time: 2008.61 ms [2021-11-23 17:46:45 main:581] : INFO : Epoch 1842 | loss: 0.0312305 | val_loss: 0.0312314 | Time: 2005.56 ms [2021-11-23 17:46:47 main:581] : INFO : Epoch 1843 | loss: 0.0312302 | val_loss: 0.0312314 | Time: 1991.59 ms [2021-11-23 17:46:49 main:581] : INFO : Epoch 1844 | loss: 0.0312304 | val_loss: 0.031233 | Time: 2009.68 ms [2021-11-23 17:46:51 main:581] : INFO : Epoch 1845 | loss: 0.0312302 | val_loss: 0.0312323 | Time: 1979.21 ms [2021-11-23 17:46:53 main:581] : INFO : Epoch 1846 | loss: 0.0312306 | val_loss: 0.0312317 | Time: 2002.71 ms [2021-11-23 17:46:55 main:581] : INFO : Epoch 1847 | loss: 0.0312304 | val_loss: 0.0312312 | Time: 1989.68 ms [2021-11-23 17:46:57 main:581] : INFO : Epoch 1848 | loss: 0.0312302 | val_loss: 0.0312321 | Time: 1981.97 ms [2021-11-23 17:46:59 main:581] : INFO : Epoch 1849 | loss: 0.0312311 | val_loss: 0.0312332 | Time: 1982.8 ms [2021-11-23 17:47:01 main:581] : INFO : Epoch 1850 | loss: 0.0312339 | val_loss: 0.0312313 | Time: 1993.11 ms [2021-11-23 17:47:03 main:581] : INFO : Epoch 1851 | loss: 0.0312324 | val_loss: 0.0312334 | Time: 2016 ms [2021-11-23 17:47:05 main:581] : INFO : Epoch 1852 | loss: 0.0312319 | val_loss: 0.0312322 | Time: 2014.43 ms [2021-11-23 17:47:07 main:581] : INFO : Epoch 1853 | loss: 0.031232 | val_loss: 0.0312314 | Time: 1995.28 ms [2021-11-23 17:47:09 main:581] : INFO : Epoch 1854 | loss: 0.03123 | val_loss: 0.0312375 | Time: 1995.17 ms [2021-11-23 17:47:11 main:581] : INFO : Epoch 1855 | loss: 0.0312325 | val_loss: 0.031232 | Time: 1999.14 ms [2021-11-23 17:47:13 main:581] : INFO : Epoch 1856 | loss: 0.0312308 | val_loss: 0.0312315 | Time: 1998.61 ms [2021-11-23 17:47:15 main:581] : INFO : Epoch 1857 | loss: 0.0312321 | val_loss: 0.0312333 | Time: 2047.05 ms [2021-11-23 17:47:17 main:581] : INFO : Epoch 1858 | loss: 0.0312317 | val_loss: 0.0312319 | Time: 2024.5 ms [2021-11-23 17:47:19 main:581] : INFO : Epoch 1859 | loss: 0.0312322 | val_loss: 0.0312325 | Time: 2012.21 ms [2021-11-23 17:47:21 main:581] : INFO : Epoch 1860 | loss: 0.0312316 | val_loss: 0.0312351 | Time: 2005.91 ms [2021-11-23 17:47:23 main:581] : INFO : Epoch 1861 | loss: 0.0312313 | val_loss: 0.0312321 | Time: 1997.6 ms [2021-11-23 17:47:25 main:581] : INFO : Epoch 1862 | loss: 0.0312324 | val_loss: 0.0312318 | Time: 1990.6 ms [2021-11-23 17:47:27 main:581] : INFO : Epoch 1863 | loss: 0.0312309 | val_loss: 0.0312317 | Time: 2006.45 ms [2021-11-23 17:47:29 main:581] : INFO : Epoch 1864 | loss: 0.0312308 | val_loss: 0.0312315 | Time: 1996.91 ms [2021-11-23 17:47:31 main:581] : INFO : Epoch 1865 | loss: 0.0312304 | val_loss: 0.0312323 | Time: 1994.38 ms [2021-11-23 17:47:33 main:581] : INFO : Epoch 1866 | loss: 0.0312317 | val_loss: 0.0312327 | Time: 1996.94 ms [2021-11-23 17:47:35 main:581] : INFO : Epoch 1867 | loss: 0.031231 | val_loss: 0.0312323 | Time: 2003.96 ms [2021-11-23 17:47:37 main:581] : INFO : Epoch 1868 | loss: 0.0312306 | val_loss: 0.0312317 | Time: 1983.46 ms [2021-11-23 17:47:39 main:581] : INFO : Epoch 1869 | loss: 0.0312306 | val_loss: 0.0312317 | Time: 2005.96 ms [2021-11-23 17:47:41 main:581] : INFO : Epoch 1870 | loss: 0.031232 | val_loss: 0.0312316 | Time: 2007.93 ms [2021-11-23 17:47:43 main:581] : INFO : Epoch 1871 | loss: 0.0312313 | val_loss: 0.0312326 | Time: 1991.35 ms [2021-11-23 17:47:45 main:581] : INFO : Epoch 1872 | loss: 0.0312313 | val_loss: 0.0312321 | Time: 1999.29 ms [2021-11-23 17:47:47 main:581] : INFO : Epoch 1873 | loss: 0.0312303 | val_loss: 0.0312315 | Time: 2036.17 ms [2021-11-23 17:47:49 main:581] : INFO : Epoch 1874 | loss: 0.0312307 | val_loss: 0.0312337 | Time: 2010.1 ms [2021-11-23 17:47:51 main:581] : INFO : Epoch 1875 | loss: 0.0312306 | val_loss: 0.0312315 | Time: 2040.12 ms [2021-11-23 17:47:53 main:581] : INFO : Epoch 1876 | loss: 0.0312311 | val_loss: 0.0312327 | Time: 2012.53 ms [2021-11-23 17:47:55 main:581] : INFO : Epoch 1877 | loss: 0.0312305 | val_loss: 0.031233 | Time: 2018.24 ms [2021-11-23 17:47:57 main:581] : INFO : Epoch 1878 | loss: 0.0312309 | val_loss: 0.0312315 | Time: 2008.41 ms [2021-11-23 17:47:59 main:581] : INFO : Epoch 1879 | loss: 0.031231 | val_loss: 0.0312339 | Time: 1999.31 ms [2021-11-23 17:48:01 main:581] : INFO : Epoch 1880 | loss: 0.0312324 | val_loss: 0.0312315 | Time: 2006.74 ms [2021-11-23 17:48:03 main:581] : INFO : Epoch 1881 | loss: 0.0312307 | val_loss: 0.0312316 | Time: 2003.73 ms [2021-11-23 17:48:05 main:581] : INFO : Epoch 1882 | loss: 0.0312304 | val_loss: 0.0312317 | Time: 2043.73 ms [2021-11-23 17:48:07 main:581] : INFO : Epoch 1883 | loss: 0.0312307 | val_loss: 0.031232 | Time: 1980.24 ms [2021-11-23 17:48:09 main:581] : INFO : Epoch 1884 | loss: 0.0312322 | val_loss: 0.0312343 | Time: 1985.58 ms [2021-11-23 17:48:11 main:581] : INFO : Epoch 1885 | loss: 0.0312307 | val_loss: 0.031232 | Time: 1995.77 ms [2021-11-23 17:48:13 main:581] : INFO : Epoch 1886 | loss: 0.0312314 | val_loss: 0.0312327 | Time: 1971.73 ms [2021-11-23 17:48:15 main:581] : INFO : Epoch 1887 | loss: 0.0312307 | val_loss: 0.0312317 | Time: 1991.71 ms [2021-11-23 17:48:17 main:581] : INFO : Epoch 1888 | loss: 0.03123 | val_loss: 0.0312318 | Time: 1969.37 ms [2021-11-23 17:48:19 main:581] : INFO : Epoch 1889 | loss: 0.0312302 | val_loss: 0.0312316 | Time: 1996.42 ms [2021-11-23 17:48:21 main:581] : INFO : Epoch 1890 | loss: 0.0312302 | val_loss: 0.0312326 | Time: 2022.54 ms [2021-11-23 17:48:23 main:581] : INFO : Epoch 1891 | loss: 0.0312309 | val_loss: 0.0312315 | Time: 1991.6 ms [2021-11-23 17:48:25 main:581] : INFO : Epoch 1892 | loss: 0.0312332 | val_loss: 0.0312316 | Time: 1969.6 ms [2021-11-23 17:48:27 main:581] : INFO : Epoch 1893 | loss: 0.0312314 | val_loss: 0.0312337 | Time: 1995.8 ms [2021-11-23 17:48:29 main:581] : INFO : Epoch 1894 | loss: 0.031231 | val_loss: 0.0312336 | Time: 1964.21 ms [2021-11-23 17:48:31 main:581] : INFO : Epoch 1895 | loss: 0.0312319 | val_loss: 0.0312315 | Time: 1980.3 ms [2021-11-23 17:48:33 main:581] : INFO : Epoch 1896 | loss: 0.0312338 | val_loss: 0.0312386 | Time: 1994.28 ms [2021-11-23 17:48:35 main:581] : INFO : Epoch 1897 | loss: 0.0312319 | val_loss: 0.0312329 | Time: 1989.87 ms [2021-11-23 17:48:37 main:581] : INFO : Epoch 1898 | loss: 0.0312305 | val_loss: 0.0312336 | Time: 1975.36 ms [2021-11-23 17:48:39 main:581] : INFO : Epoch 1899 | loss: 0.0312315 | val_loss: 0.0312348 | Time: 2010.78 ms [2021-11-23 17:48:41 main:581] : INFO : Epoch 1900 | loss: 0.0312343 | val_loss: 0.0312352 | Time: 1997.63 ms [2021-11-23 17:48:43 main:581] : INFO : Epoch 1901 | loss: 0.0312345 | val_loss: 0.0312343 | Time: 2005.85 ms [2021-11-23 17:48:45 main:581] : INFO : Epoch 1902 | loss: 0.0312306 | val_loss: 0.0312324 | Time: 2003.54 ms [2021-11-23 17:48:47 main:581] : INFO : Epoch 1903 | loss: 0.0312311 | val_loss: 0.031232 | Time: 1994.57 ms [2021-11-23 17:48:49 main:581] : INFO : Epoch 1904 | loss: 0.0312318 | val_loss: 0.0312411 | Time: 2001.67 ms [2021-11-23 17:48:51 main:581] : INFO : Epoch 1905 | loss: 0.0312359 | val_loss: 0.0312332 | Time: 1982.22 ms [2021-11-23 17:48:53 main:581] : INFO : Epoch 1906 | loss: 0.0312317 | val_loss: 0.031232 | Time: 2002.31 ms [2021-11-23 17:48:55 main:581] : INFO : Epoch 1907 | loss: 0.0312304 | val_loss: 0.0312324 | Time: 2012.52 ms [2021-11-23 17:48:57 main:581] : INFO : Epoch 1908 | loss: 0.0312308 | val_loss: 0.0312317 | Time: 1993.42 ms [2021-11-23 17:48:59 main:581] : INFO : Epoch 1909 | loss: 0.0312328 | val_loss: 0.0312355 | Time: 1994.53 ms [2021-11-23 17:49:01 main:581] : INFO : Epoch 1910 | loss: 0.0312317 | val_loss: 0.0312363 | Time: 2001.91 ms [2021-11-23 17:49:03 main:581] : INFO : Epoch 1911 | loss: 0.031231 | val_loss: 0.0312327 | Time: 1991.24 ms [2021-11-23 17:49:05 main:581] : INFO : Epoch 1912 | loss: 0.0312316 | val_loss: 0.0312322 | Time: 2011.88 ms [2021-11-23 17:49:07 main:581] : INFO : Epoch 1913 | loss: 0.0312312 | val_loss: 0.0312315 | Time: 2006.92 ms [2021-11-23 17:49:09 main:581] : INFO : Epoch 1914 | loss: 0.0312304 | val_loss: 0.031232 | Time: 1994.15 ms [2021-11-23 17:49:11 main:581] : INFO : Epoch 1915 | loss: 0.0312316 | val_loss: 0.0312322 | Time: 1994.15 ms [2021-11-23 17:49:13 main:581] : INFO : Epoch 1916 | loss: 0.0312314 | val_loss: 0.0312322 | Time: 1983.47 ms [2021-11-23 17:49:15 main:581] : INFO : Epoch 1917 | loss: 0.0312307 | val_loss: 0.0312338 | Time: 1992 ms [2021-11-23 17:49:17 main:581] : INFO : Epoch 1918 | loss: 0.0312323 | val_loss: 0.0312323 | Time: 1997.98 ms [2021-11-23 17:49:19 main:581] : INFO : Epoch 1919 | loss: 0.0312328 | val_loss: 0.031232 | Time: 1999.62 ms [2021-11-23 17:49:21 main:581] : INFO : Epoch 1920 | loss: 0.0312307 | val_loss: 0.0312319 | Time: 2004.16 ms [2021-11-23 17:49:23 main:581] : INFO : Epoch 1921 | loss: 0.0312316 | val_loss: 0.0312322 | Time: 1993.8 ms [2021-11-23 17:49:25 main:581] : INFO : Epoch 1922 | loss: 0.0312313 | val_loss: 0.0312319 | Time: 2007.11 ms [2021-11-23 17:49:27 main:581] : INFO : Epoch 1923 | loss: 0.0312304 | val_loss: 0.0312328 | Time: 2042.98 ms [2021-11-23 17:49:29 main:581] : INFO : Epoch 1924 | loss: 0.031232 | val_loss: 0.0312315 | Time: 2018.15 ms [2021-11-23 17:49:31 main:581] : INFO : Epoch 1925 | loss: 0.0312317 | val_loss: 0.0312316 | Time: 2009.82 ms [2021-11-23 17:49:33 main:581] : INFO : Epoch 1926 | loss: 0.0312308 | val_loss: 0.0312318 | Time: 2003.05 ms [2021-11-23 17:49:35 main:581] : INFO : Epoch 1927 | loss: 0.0312299 | val_loss: 0.0312352 | Time: 1999.92 ms [2021-11-23 17:49:37 main:581] : INFO : Epoch 1928 | loss: 0.0312345 | val_loss: 0.0312328 | Time: 1980.92 ms [2021-11-23 17:49:39 main:581] : INFO : Epoch 1929 | loss: 0.0312339 | val_loss: 0.0312376 | Time: 1993.32 ms [2021-11-23 17:49:41 main:581] : INFO : Epoch 1930 | loss: 0.031234 | val_loss: 0.0312315 | Time: 1973.17 ms [2021-11-23 17:49:43 main:581] : INFO : Epoch 1931 | loss: 0.0312339 | val_loss: 0.0312335 | Time: 1974.05 ms [2021-11-23 17:49:45 main:581] : INFO : Epoch 1932 | loss: 0.0312318 | val_loss: 0.0312359 | Time: 1980.76 ms [2021-11-23 17:49:47 main:581] : INFO : Epoch 1933 | loss: 0.0312309 | val_loss: 0.0312329 | Time: 1997.97 ms [2021-11-23 17:49:49 main:581] : INFO : Epoch 1934 | loss: 0.0312314 | val_loss: 0.0312351 | Time: 1986.36 ms [2021-11-23 17:49:51 main:581] : INFO : Epoch 1935 | loss: 0.0312306 | val_loss: 0.0312315 | Time: 1984.18 ms [2021-11-23 17:49:53 main:581] : INFO : Epoch 1936 | loss: 0.0312325 | val_loss: 0.0312373 | Time: 1976.11 ms [2021-11-23 17:49:55 main:581] : INFO : Epoch 1937 | loss: 0.0312322 | val_loss: 0.0312324 | Time: 2000.99 ms [2021-11-23 17:49:57 main:581] : INFO : Epoch 1938 | loss: 0.0312318 | val_loss: 0.0312321 | Time: 2024.13 ms [2021-11-23 17:49:59 main:581] : INFO : Epoch 1939 | loss: 0.0312302 | val_loss: 0.0312315 | Time: 2027.46 ms [2021-11-23 17:50:01 main:581] : INFO : Epoch 1940 | loss: 0.0312305 | val_loss: 0.0312321 | Time: 2025.48 ms [2021-11-23 17:50:03 main:581] : INFO : Epoch 1941 | loss: 0.0312301 | val_loss: 0.0312325 | Time: 2035.2 ms [2021-11-23 17:50:05 main:581] : INFO : Epoch 1942 | loss: 0.0312303 | val_loss: 0.0312315 | Time: 2030.61 ms [2021-11-23 17:50:07 main:581] : INFO : Epoch 1943 | loss: 0.0312305 | val_loss: 0.0312321 | Time: 2021.26 ms [2021-11-23 17:50:09 main:581] : INFO : Epoch 1944 | loss: 0.0312306 | val_loss: 0.0312343 | Time: 2003.98 ms [2021-11-23 17:50:11 main:581] : INFO : Epoch 1945 | loss: 0.0312312 | val_loss: 0.0312315 | Time: 1993.31 ms [2021-11-23 17:50:13 main:581] : INFO : Epoch 1946 | loss: 0.0312304 | val_loss: 0.0312317 | Time: 1993.71 ms [2021-11-23 17:50:15 main:581] : INFO : Epoch 1947 | loss: 0.0312302 | val_loss: 0.031233 | Time: 2004.27 ms [2021-11-23 17:50:17 main:581] : INFO : Epoch 1948 | loss: 0.0312309 | val_loss: 0.0312318 | Time: 2004.26 ms [2021-11-23 17:50:19 main:581] : INFO : Epoch 1949 | loss: 0.03123 | val_loss: 0.0312336 | Time: 1996.61 ms [2021-11-23 17:50:21 main:581] : INFO : Epoch 1950 | loss: 0.0312307 | val_loss: 0.0312318 | Time: 1994.48 ms [2021-11-23 17:50:23 main:581] : INFO : Epoch 1951 | loss: 0.0312315 | val_loss: 0.0312326 | Time: 1992.91 ms [2021-11-23 17:50:25 main:581] : INFO : Epoch 1952 | loss: 0.0312307 | val_loss: 0.0312314 | Time: 2000.18 ms [2021-11-23 17:50:27 main:581] : INFO : Epoch 1953 | loss: 0.0312304 | val_loss: 0.0312347 | Time: 2018.08 ms [2021-11-23 17:50:29 main:581] : INFO : Epoch 1954 | loss: 0.0312334 | val_loss: 0.0312366 | Time: 1996.81 ms [2021-11-23 17:50:31 main:581] : INFO : Epoch 1955 | loss: 0.0312318 | val_loss: 0.0312331 | Time: 1981.74 ms [2021-11-23 17:50:33 main:581] : INFO : Epoch 1956 | loss: 0.0312313 | val_loss: 0.0312332 | Time: 2027.03 ms [2021-11-23 17:50:35 main:581] : INFO : Epoch 1957 | loss: 0.0312353 | val_loss: 0.0312352 | Time: 2010.06 ms [2021-11-23 17:50:37 main:581] : INFO : Epoch 1958 | loss: 0.0312326 | val_loss: 0.0312318 | Time: 2004.88 ms [2021-11-23 17:50:39 main:581] : INFO : Epoch 1959 | loss: 0.0312306 | val_loss: 0.0312316 | Time: 1995.95 ms [2021-11-23 17:50:41 main:581] : INFO : Epoch 1960 | loss: 0.0312315 | val_loss: 0.0312315 | Time: 1985.07 ms [2021-11-23 17:50:43 main:581] : INFO : Epoch 1961 | loss: 0.0312303 | val_loss: 0.0312325 | Time: 1972.1 ms [2021-11-23 17:50:45 main:581] : INFO : Epoch 1962 | loss: 0.0312305 | val_loss: 0.0312318 | Time: 1983.98 ms [2021-11-23 17:50:47 main:581] : INFO : Epoch 1963 | loss: 0.0312312 | val_loss: 0.0312364 | Time: 1970.79 ms [2021-11-23 17:50:49 main:581] : INFO : Epoch 1964 | loss: 0.0312312 | val_loss: 0.0312326 | Time: 1987.59 ms [2021-11-23 17:50:51 main:581] : INFO : Epoch 1965 | loss: 0.0312305 | val_loss: 0.0312328 | Time: 1987.77 ms [2021-11-23 17:50:53 main:581] : INFO : Epoch 1966 | loss: 0.0312311 | val_loss: 0.0312322 | Time: 1994.13 ms [2021-11-23 17:50:55 main:581] : INFO : Epoch 1967 | loss: 0.0312308 | val_loss: 0.0312348 | Time: 1981.98 ms [2021-11-23 17:50:57 main:581] : INFO : Epoch 1968 | loss: 0.0312319 | val_loss: 0.0312324 | Time: 1991.74 ms [2021-11-23 17:50:59 main:581] : INFO : Epoch 1969 | loss: 0.0312316 | val_loss: 0.0312364 | Time: 1999.17 ms [2021-11-23 17:51:01 main:581] : INFO : Epoch 1970 | loss: 0.0312319 | val_loss: 0.0312335 | Time: 2014.4 ms [2021-11-23 17:51:03 main:581] : INFO : Epoch 1971 | loss: 0.0312307 | val_loss: 0.0312315 | Time: 1987.47 ms [2021-11-23 17:51:05 main:581] : INFO : Epoch 1972 | loss: 0.0312302 | val_loss: 0.0312319 | Time: 2032.41 ms [2021-11-23 17:51:07 main:581] : INFO : Epoch 1973 | loss: 0.0312303 | val_loss: 0.0312364 | Time: 2024.51 ms [2021-11-23 17:51:09 main:581] : INFO : Epoch 1974 | loss: 0.0312337 | val_loss: 0.0312343 | Time: 1991.52 ms [2021-11-23 17:51:11 main:581] : INFO : Epoch 1975 | loss: 0.0312315 | val_loss: 0.0312319 | Time: 2016.65 ms [2021-11-23 17:51:13 main:581] : INFO : Epoch 1976 | loss: 0.0312306 | val_loss: 0.0312328 | Time: 1980.04 ms [2021-11-23 17:51:15 main:581] : INFO : Epoch 1977 | loss: 0.0312311 | val_loss: 0.0312319 | Time: 2020.52 ms [2021-11-23 17:51:17 main:581] : INFO : Epoch 1978 | loss: 0.0312317 | val_loss: 0.0312317 | Time: 2006.19 ms [2021-11-23 17:51:19 main:581] : INFO : Epoch 1979 | loss: 0.0312322 | val_loss: 0.0312363 | Time: 2016.14 ms [2021-11-23 17:51:21 main:581] : INFO : Epoch 1980 | loss: 0.0312342 | val_loss: 0.0312335 | Time: 2012.56 ms [2021-11-23 17:51:23 main:581] : INFO : Epoch 1981 | loss: 0.031233 | val_loss: 0.0312348 | Time: 2019.3 ms [2021-11-23 17:51:25 main:581] : INFO : Epoch 1982 | loss: 0.0312333 | val_loss: 0.031234 | Time: 2011.77 ms [2021-11-23 17:51:27 main:581] : INFO : Epoch 1983 | loss: 0.0312305 | val_loss: 0.031232 | Time: 1997.23 ms [2021-11-23 17:51:29 main:581] : INFO : Epoch 1984 | loss: 0.0312299 | val_loss: 0.0312316 | Time: 2000.78 ms [2021-11-23 17:51:31 main:581] : INFO : Epoch 1985 | loss: 0.0312319 | val_loss: 0.0312315 | Time: 2008.4 ms [2021-11-23 17:51:33 main:581] : INFO : Epoch 1986 | loss: 0.0312308 | val_loss: 0.0312338 | Time: 2023.7 ms [2021-11-23 17:51:35 main:581] : INFO : Epoch 1987 | loss: 0.0312317 | val_loss: 0.0312323 | Time: 1991.52 ms [2021-11-23 17:51:37 main:581] : INFO : Epoch 1988 | loss: 0.0312306 | val_loss: 0.0312329 | Time: 1997.27 ms [2021-11-23 17:51:39 main:581] : INFO : Epoch 1989 | loss: 0.0312324 | val_loss: 0.0312322 | Time: 2034.31 ms [2021-11-23 17:51:41 main:581] : INFO : Epoch 1990 | loss: 0.0312315 | val_loss: 0.0312315 | Time: 2000.6 ms [2021-11-23 17:51:43 main:581] : INFO : Epoch 1991 | loss: 0.0312315 | val_loss: 0.0312372 | Time: 2004.16 ms [2021-11-23 17:51:45 main:581] : INFO : Epoch 1992 | loss: 0.031232 | val_loss: 0.0312337 | Time: 1997.86 ms [2021-11-23 17:51:47 main:581] : INFO : Epoch 1993 | loss: 0.0312311 | val_loss: 0.0312315 | Time: 2015.52 ms [2021-11-23 17:51:49 main:581] : INFO : Epoch 1994 | loss: 0.0312305 | val_loss: 0.0312334 | Time: 2005.26 ms [2021-11-23 17:51:51 main:581] : INFO : Epoch 1995 | loss: 0.0312309 | val_loss: 0.0312333 | Time: 1991.45 ms [2021-11-23 17:51:53 main:581] : INFO : Epoch 1996 | loss: 0.0312317 | val_loss: 0.0312314 | Time: 1997.49 ms [2021-11-23 17:51:55 main:581] : INFO : Epoch 1997 | loss: 0.0312311 | val_loss: 0.0312383 | Time: 1991.24 ms [2021-11-23 17:51:57 main:581] : INFO : Epoch 1998 | loss: 0.0312329 | val_loss: 0.0312321 | Time: 1997.44 ms [2021-11-23 17:51:59 main:581] : INFO : Epoch 1999 | loss: 0.0312309 | val_loss: 0.0312327 | Time: 2000.51 ms [2021-11-23 17:52:01 main:581] : INFO : Epoch 2000 | loss: 0.0312327 | val_loss: 0.0312337 | Time: 1991.16 ms [2021-11-23 17:52:03 main:581] : INFO : Epoch 2001 | loss: 0.0312319 | val_loss: 0.0312354 | Time: 2006.21 ms [2021-11-23 17:52:05 main:581] : INFO : Epoch 2002 | loss: 0.0312316 | val_loss: 0.0312319 | Time: 1995.05 ms [2021-11-23 17:52:07 main:581] : INFO : Epoch 2003 | loss: 0.0312342 | val_loss: 0.0312367 | Time: 2004.98 ms [2021-11-23 17:52:09 main:581] : INFO : Epoch 2004 | loss: 0.0312329 | val_loss: 0.0312355 | Time: 1987.88 ms [2021-11-23 17:52:11 main:581] : INFO : Epoch 2005 | loss: 0.0312334 | val_loss: 0.0312317 | Time: 2004.02 ms [2021-11-23 17:52:13 main:581] : INFO : Epoch 2006 | loss: 0.031231 | val_loss: 0.0312345 | Time: 2032.36 ms [2021-11-23 17:52:15 main:581] : INFO : Epoch 2007 | loss: 0.0312315 | val_loss: 0.0312326 | Time: 1982.27 ms [2021-11-23 17:52:17 main:581] : INFO : Epoch 2008 | loss: 0.0312312 | val_loss: 0.0312315 | Time: 1978.19 ms [2021-11-23 17:52:19 main:581] : INFO : Epoch 2009 | loss: 0.0312322 | val_loss: 0.0312321 | Time: 1968.51 ms [2021-11-23 17:52:21 main:581] : INFO : Epoch 2010 | loss: 0.0312309 | val_loss: 0.031233 | Time: 1989.19 ms [2021-11-23 17:52:23 main:581] : INFO : Epoch 2011 | loss: 0.0312305 | val_loss: 0.0312322 | Time: 2010.46 ms [2021-11-23 17:52:25 main:581] : INFO : Epoch 2012 | loss: 0.0312305 | val_loss: 0.0312322 | Time: 1991.47 ms [2021-11-23 17:52:27 main:581] : INFO : Epoch 2013 | loss: 0.0312305 | val_loss: 0.0312319 | Time: 1988.29 ms [2021-11-23 17:52:29 main:581] : INFO : Epoch 2014 | loss: 0.0312321 | val_loss: 0.0312396 | Time: 1996.51 ms [2021-11-23 17:52:31 main:581] : INFO : Epoch 2015 | loss: 0.0312329 | val_loss: 0.0312343 | Time: 2003.1 ms [2021-11-23 17:52:33 main:581] : INFO : Epoch 2016 | loss: 0.0312312 | val_loss: 0.0312315 | Time: 2011.33 ms [2021-11-23 17:52:35 main:581] : INFO : Epoch 2017 | loss: 0.0312313 | val_loss: 0.0312375 | Time: 2009.33 ms [2021-11-23 17:52:37 main:581] : INFO : Epoch 2018 | loss: 0.0312315 | val_loss: 0.031233 | Time: 2006.85 ms [2021-11-23 17:52:39 main:581] : INFO : Epoch 2019 | loss: 0.0312314 | val_loss: 0.0312356 | Time: 2012.09 ms [2021-11-23 17:52:41 main:581] : INFO : Epoch 2020 | loss: 0.0312312 | val_loss: 0.0312315 | Time: 2010.28 ms [2021-11-23 17:52:43 main:581] : INFO : Epoch 2021 | loss: 0.0312308 | val_loss: 0.031232 | Time: 1991.55 ms [2021-11-23 17:52:45 main:581] : INFO : Epoch 2022 | loss: 0.0312304 | val_loss: 0.0312323 | Time: 2037.89 ms [2021-11-23 17:52:47 main:581] : INFO : Epoch 2023 | loss: 0.0312306 | val_loss: 0.0312326 | Time: 2031.15 ms [2021-11-23 17:52:49 main:581] : INFO : Epoch 2024 | loss: 0.0312308 | val_loss: 0.0312347 | Time: 1998.15 ms [2021-11-23 17:52:51 main:581] : INFO : Epoch 2025 | loss: 0.0312307 | val_loss: 0.0312322 | Time: 2020.23 ms [2021-11-23 17:52:53 main:581] : INFO : Epoch 2026 | loss: 0.0312301 | val_loss: 0.0312346 | Time: 2006.65 ms [2021-11-23 17:52:55 main:581] : INFO : Epoch 2027 | loss: 0.0312314 | val_loss: 0.0312332 | Time: 2002.98 ms [2021-11-23 17:52:57 main:581] : INFO : Epoch 2028 | loss: 0.0312312 | val_loss: 0.0312322 | Time: 2027.33 ms [2021-11-23 17:52:59 main:581] : INFO : Epoch 2029 | loss: 0.0312302 | val_loss: 0.0312377 | Time: 2018.71 ms [2021-11-23 17:53:01 main:581] : INFO : Epoch 2030 | loss: 0.0312315 | val_loss: 0.0312321 | Time: 1999.98 ms [2021-11-23 17:53:03 main:581] : INFO : Epoch 2031 | loss: 0.0312309 | val_loss: 0.0312315 | Time: 2003.4 ms [2021-11-23 17:53:05 main:581] : INFO : Epoch 2032 | loss: 0.0312309 | val_loss: 0.0312326 | Time: 2055.26 ms [2021-11-23 17:53:07 main:581] : INFO : Epoch 2033 | loss: 0.0312308 | val_loss: 0.0312352 | Time: 2017.15 ms [2021-11-23 17:53:09 main:581] : INFO : Epoch 2034 | loss: 0.0312316 | val_loss: 0.0312328 | Time: 1993.08 ms [2021-11-23 17:53:11 main:581] : INFO : Epoch 2035 | loss: 0.0312307 | val_loss: 0.0312316 | Time: 1984.8 ms [2021-11-23 17:53:13 main:581] : INFO : Epoch 2036 | loss: 0.0312305 | val_loss: 0.0312323 | Time: 1973.79 ms [2021-11-23 17:53:15 main:581] : INFO : Epoch 2037 | loss: 0.0312308 | val_loss: 0.031232 | Time: 1992.9 ms [2021-11-23 17:53:17 main:581] : INFO : Epoch 2038 | loss: 0.0312302 | val_loss: 0.0312317 | Time: 2022.41 ms [2021-11-23 17:53:19 main:581] : INFO : Epoch 2039 | loss: 0.0312299 | val_loss: 0.0312315 | Time: 2022.74 ms [2021-11-23 17:53:21 main:581] : INFO : Epoch 2040 | loss: 0.0312314 | val_loss: 0.0312333 | Time: 2020.67 ms [2021-11-23 17:53:23 main:581] : INFO : Epoch 2041 | loss: 0.0312315 | val_loss: 0.0312316 | Time: 1986.65 ms [2021-11-23 17:53:25 main:581] : INFO : Epoch 2042 | loss: 0.0312307 | val_loss: 0.0312322 | Time: 2004.91 ms [2021-11-23 17:53:27 main:581] : INFO : Epoch 2043 | loss: 0.0312303 | val_loss: 0.0312354 | Time: 1998.53 ms [2021-11-23 17:53:29 main:581] : INFO : Epoch 2044 | loss: 0.0312307 | val_loss: 0.0312323 | Time: 1993.55 ms [2021-11-23 17:53:31 main:581] : INFO : Epoch 2045 | loss: 0.0312301 | val_loss: 0.0312318 | Time: 1985.03 ms [2021-11-23 17:53:33 main:581] : INFO : Epoch 2046 | loss: 0.0312328 | val_loss: 0.0312335 | Time: 1974.36 ms [2021-11-23 17:53:35 main:581] : INFO : Epoch 2047 | loss: 0.0312319 | val_loss: 0.0312315 | Time: 1980.59 ms [2021-11-23 17:53:37 main:581] : INFO : Epoch 2048 | loss: 0.0312304 | val_loss: 0.0312317 | Time: 1989.35 ms [2021-11-23 17:53:37 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312317 [2021-11-23 17:53:37 main:610] : INFO : Saving end state to config to file [2021-11-23 17:53:37 main:615] : INFO : Success, exiting.. 17:53:37 (3591): 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)