Task 7869232
| Name | ParityModified-1631734986-24278-1_0 |
| Workunit | 5496238 |
| Created | 6 Oct 2021, 22:40:50 UTC |
| Sent | 17 Oct 2021, 11:56:48 UTC |
| Report deadline | 24 Oct 2021, 11:56:48 UTC |
| Received | 22 Oct 2021, 15:36:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 10 min 4 sec |
| CPU time | 1 hours 8 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> s [2021-10-17 14:50:05 main:574] : INFO : Epoch 1577 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2027.66 ms [2021-10-17 14:50:07 main:574] : INFO : Epoch 1578 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1986.34 ms [2021-10-17 14:50:09 main:574] : INFO : Epoch 1579 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2011.96 ms [2021-10-17 14:50:11 main:574] : INFO : Epoch 1580 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2008.42 ms [2021-10-17 14:50:13 main:574] : INFO : Epoch 1581 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1990.47 ms [2021-10-17 14:50:15 main:574] : INFO : Epoch 1582 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2011.22 ms [2021-10-17 14:50:17 main:574] : INFO : Epoch 1583 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1999.04 ms [2021-10-17 14:50:19 main:574] : INFO : Epoch 1584 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1999.85 ms [2021-10-17 14:50:21 main:574] : INFO : Epoch 1585 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1987.29 ms [2021-10-17 14:50:23 main:574] : INFO : Epoch 1586 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1993.04 ms [2021-10-17 14:50:25 main:574] : INFO : Epoch 1587 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2005.68 ms [2021-10-17 14:50:27 main:574] : INFO : Epoch 1588 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1984.15 ms [2021-10-17 14:50:29 main:574] : INFO : Epoch 1589 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1984.73 ms [2021-10-17 14:50:31 main:574] : INFO : Epoch 1590 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1995.54 ms [2021-10-17 14:50:33 main:574] : INFO : Epoch 1591 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1989.66 ms [2021-10-17 14:50:35 main:574] : INFO : Epoch 1592 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1989.86 ms [2021-10-17 14:50:37 main:574] : INFO : Epoch 1593 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1997.15 ms [2021-10-17 14:50:39 main:574] : INFO : Epoch 1594 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1992.74 ms [2021-10-17 14:50:41 main:574] : INFO : Epoch 1595 | loss: 0.03125 | val_loss: 0.0312492 | Time: 1993.97 ms [2021-10-17 14:50:43 main:574] : INFO : Epoch 1596 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1998.62 ms [2021-10-17 14:50:45 main:574] : INFO : Epoch 1597 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1988.26 ms [2021-10-17 14:50:47 main:574] : INFO : Epoch 1598 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 2002.15 ms [2021-10-17 14:50:49 main:574] : INFO : Epoch 1599 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1984.48 ms [2021-10-17 14:50:51 main:574] : INFO : Epoch 1600 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 1989.92 ms [2021-10-17 14:50:53 main:574] : INFO : Epoch 1601 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 1986.61 ms [2021-10-17 14:50:55 main:574] : INFO : Epoch 1602 | loss: 0.0312477 | val_loss: 0.0312494 | Time: 1998.26 ms [2021-10-17 14:50:57 main:574] : INFO : Epoch 1603 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1989.11 ms [2021-10-17 14:50:59 main:574] : INFO : Epoch 1604 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 2008.05 ms [2021-10-17 14:51:01 main:574] : INFO : Epoch 1605 | loss: 0.031248 | val_loss: 0.0312488 | Time: 2001.18 ms [2021-10-17 14:51:03 main:574] : INFO : Epoch 1606 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 1994.75 ms [2021-10-17 14:51:05 main:574] : INFO : Epoch 1607 | loss: 0.0312471 | val_loss: 0.031248 | Time: 2001.33 ms [2021-10-17 14:51:07 main:574] : INFO : Epoch 1608 | loss: 0.0312473 | val_loss: 0.0312479 | Time: 1997.35 ms [2021-10-17 14:51:09 main:574] : INFO : Epoch 1609 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 1995.21 ms [2021-10-17 14:51:11 main:574] : INFO : Epoch 1610 | loss: 0.0312468 | val_loss: 0.0312474 | Time: 2007.38 ms [2021-10-17 14:51:13 main:574] : INFO : Epoch 1611 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 1986.73 ms [2021-10-17 14:51:15 main:574] : INFO : Epoch 1612 | loss: 0.0312464 | val_loss: 0.0312443 | Time: 1982.42 ms [2021-10-17 14:51:17 main:574] : INFO : Epoch 1613 | loss: 0.0312466 | val_loss: 0.0312468 | Time: 1986.35 ms [2021-10-17 14:51:19 main:574] : INFO : Epoch 1614 | loss: 0.0312458 | val_loss: 0.0312444 | Time: 1992.66 ms [2021-10-17 14:51:21 main:574] : INFO : Epoch 1615 | loss: 0.0312439 | val_loss: 0.0312443 | Time: 1997.92 ms [2021-10-17 14:51:23 main:574] : INFO : Epoch 1616 | loss: 0.0312463 | val_loss: 0.0312426 | Time: 1993.94 ms [2021-10-17 14:51:25 main:574] : INFO : Epoch 1617 | loss: 0.0312431 | val_loss: 0.0312421 | Time: 1994.29 ms [2021-10-17 14:51:27 main:574] : INFO : Epoch 1618 | loss: 0.0312419 | val_loss: 0.0312441 | Time: 1991.3 ms [2021-10-17 14:51:29 main:574] : INFO : Epoch 1619 | loss: 0.0312415 | val_loss: 0.0312429 | Time: 1985.09 ms [2021-10-17 14:51:31 main:574] : INFO : Epoch 1620 | loss: 0.0312421 | val_loss: 0.0312413 | Time: 1994.16 ms [2021-10-17 14:51:33 main:574] : INFO : Epoch 1621 | loss: 0.0312388 | val_loss: 0.0312398 | Time: 1978.88 ms [2021-10-17 14:51:35 main:574] : INFO : Epoch 1622 | loss: 0.0312398 | val_loss: 0.0312417 | Time: 1992.06 ms [2021-10-17 14:51:37 main:574] : INFO : Epoch 1623 | loss: 0.0312382 | val_loss: 0.0312384 | Time: 1990.4 ms [2021-10-17 14:51:39 main:574] : INFO : Epoch 1624 | loss: 0.0312374 | val_loss: 0.0312409 | Time: 1985.19 ms [2021-10-17 14:51:41 main:574] : INFO : Epoch 1625 | loss: 0.0312385 | val_loss: 0.0312369 | Time: 1996.52 ms [2021-10-17 14:51:43 main:574] : INFO : Epoch 1626 | loss: 0.0312364 | val_loss: 0.0312364 | Time: 2011.59 ms [2021-10-17 14:51:45 main:574] : INFO : Epoch 1627 | loss: 0.0312365 | val_loss: 0.0312374 | Time: 1992.46 ms [2021-10-17 14:51:47 main:574] : INFO : Epoch 1628 | loss: 0.0312353 | val_loss: 0.0312352 | Time: 1981.08 ms [2021-10-17 14:51:49 main:574] : INFO : Epoch 1629 | loss: 0.0312354 | val_loss: 0.0312353 | Time: 2004.11 ms [2021-10-17 14:51:51 main:574] : INFO : Epoch 1630 | loss: 0.0312359 | val_loss: 0.0312372 | Time: 1995.55 ms [2021-10-17 14:51:53 main:574] : INFO : Epoch 1631 | loss: 0.0312371 | val_loss: 0.0312345 | Time: 2003.8 ms [2021-10-17 14:51:55 main:574] : INFO : Epoch 1632 | loss: 0.0312341 | val_loss: 0.0312345 | Time: 2015.39 ms [2021-10-17 14:51:57 main:574] : INFO : Epoch 1633 | loss: 0.0312357 | val_loss: 0.0312324 | Time: 2016.75 ms [2021-10-17 14:51:59 main:574] : INFO : Epoch 1634 | loss: 0.0312354 | val_loss: 0.0312325 | Time: 2003.83 ms [2021-10-17 14:52:01 main:574] : INFO : Epoch 1635 | loss: 0.031233 | val_loss: 0.0312324 | Time: 1996.57 ms [2021-10-17 14:52:03 main:574] : INFO : Epoch 1636 | loss: 0.0312323 | val_loss: 0.0312312 | Time: 2019.61 ms [2021-10-17 14:52:05 main:574] : INFO : Epoch 1637 | loss: 0.0312348 | val_loss: 0.0312362 | Time: 2026.8 ms [2021-10-17 14:52:07 main:574] : INFO : Epoch 1638 | loss: 0.031235 | val_loss: 0.0312331 | Time: 1993.93 ms [2021-10-17 14:52:09 main:574] : INFO : Epoch 1639 | loss: 0.0312318 | val_loss: 0.0312318 | Time: 1985.71 ms [2021-10-17 14:52:11 main:574] : INFO : Epoch 1640 | loss: 0.0312314 | val_loss: 0.0312303 | Time: 1998.73 ms [2021-10-17 14:52:13 main:574] : INFO : Epoch 1641 | loss: 0.0312309 | val_loss: 0.0312324 | Time: 1988.15 ms [2021-10-17 14:52:15 main:574] : INFO : Epoch 1642 | loss: 0.0312327 | val_loss: 0.0312301 | Time: 1976.01 ms [2021-10-17 14:52:17 main:574] : INFO : Epoch 1643 | loss: 0.0312314 | val_loss: 0.031235 | Time: 1992.41 ms [2021-10-17 14:52:19 main:574] : INFO : Epoch 1644 | loss: 0.0312295 | val_loss: 0.0312285 | Time: 1990.75 ms [2021-10-17 14:52:21 main:574] : INFO : Epoch 1645 | loss: 0.0312284 | val_loss: 0.031229 | Time: 1996.24 ms [2021-10-17 14:52:23 main:574] : INFO : Epoch 1646 | loss: 0.0312282 | val_loss: 0.0312281 | Time: 1996.38 ms [2021-10-17 14:52:25 main:574] : INFO : Epoch 1647 | loss: 0.0312326 | val_loss: 0.0312482 | Time: 1993.46 ms [2021-10-17 14:52:27 main:574] : INFO : Epoch 1648 | loss: 0.0312342 | val_loss: 0.0312332 | Time: 1988.51 ms [2021-10-17 14:52:29 main:574] : INFO : Epoch 1649 | loss: 0.0312299 | val_loss: 0.031231 | Time: 1986.87 ms [2021-10-17 14:52:31 main:574] : INFO : Epoch 1650 | loss: 0.0312267 | val_loss: 0.0312295 | Time: 2015.47 ms [2021-10-17 14:52:33 main:574] : INFO : Epoch 1651 | loss: 0.0312279 | val_loss: 0.0312289 | Time: 2012.01 ms [2021-10-17 14:52:35 main:574] : INFO : Epoch 1652 | loss: 0.031228 | val_loss: 0.0312277 | Time: 1991.69 ms [2021-10-17 14:52:37 main:574] : INFO : Epoch 1653 | loss: 0.0312278 | val_loss: 0.0312287 | Time: 1995.4 ms [2021-10-17 14:52:39 main:574] : INFO : Epoch 1654 | loss: 0.0312277 | val_loss: 0.0312262 | Time: 1985.94 ms [2021-10-17 14:52:41 main:574] : INFO : Epoch 1655 | loss: 0.0312271 | val_loss: 0.0312287 | Time: 1987.35 ms [2021-10-17 14:52:43 main:574] : INFO : Epoch 1656 | loss: 0.0312262 | val_loss: 0.0312285 | Time: 1980.17 ms [2021-10-17 14:52:45 main:574] : INFO : Epoch 1657 | loss: 0.0312288 | val_loss: 0.0312333 | Time: 1997.12 ms [2021-10-17 14:52:47 main:574] : INFO : Epoch 1658 | loss: 0.0312358 | val_loss: 0.0312376 | Time: 1990.5 ms [2021-10-17 14:52:49 main:574] : INFO : Epoch 1659 | loss: 0.031237 | val_loss: 0.0312355 | Time: 1993.55 ms [2021-10-17 14:52:51 main:574] : INFO : Epoch 1660 | loss: 0.0312347 | val_loss: 0.0312333 | Time: 2002.61 ms [2021-10-17 14:52:53 main:574] : INFO : Epoch 1661 | loss: 0.031234 | val_loss: 0.031234 | Time: 2000.21 ms [2021-10-17 14:52:55 main:574] : INFO : Epoch 1662 | loss: 0.031232 | val_loss: 0.0312305 | Time: 2000.4 ms [2021-10-17 14:52:57 main:574] : INFO : Epoch 1663 | loss: 0.031231 | val_loss: 0.0312298 | Time: 1980.5 ms [2021-10-17 14:52:59 main:574] : INFO : Epoch 1664 | loss: 0.0312301 | val_loss: 0.0312303 | Time: 1988.5 ms [2021-10-17 14:53:01 main:574] : INFO : Epoch 1665 | loss: 0.0312296 | val_loss: 0.0312282 | Time: 2012.53 ms [2021-10-17 14:53:03 main:574] : INFO : Epoch 1666 | loss: 0.03123 | val_loss: 0.0312328 | Time: 1988.41 ms [2021-10-17 14:53:05 main:574] : INFO : Epoch 1667 | loss: 0.0312291 | val_loss: 0.0312292 | Time: 1995.76 ms [2021-10-17 14:53:07 main:574] : INFO : Epoch 1668 | loss: 0.0312274 | val_loss: 0.0312282 | Time: 1977.7 ms [2021-10-17 14:53:09 main:574] : INFO : Epoch 1669 | loss: 0.0312264 | val_loss: 0.0312268 | Time: 1994.21 ms [2021-10-17 14:53:11 main:574] : INFO : Epoch 1670 | loss: 0.0312279 | val_loss: 0.0312253 | Time: 1988.09 ms [2021-10-17 14:53:13 main:574] : INFO : Epoch 1671 | loss: 0.0312262 | val_loss: 0.0312261 | Time: 1993.48 ms [2021-10-17 14:53:15 main:574] : INFO : Epoch 1672 | loss: 0.0312265 | val_loss: 0.0312258 | Time: 1992.04 ms [2021-10-17 14:53:17 main:574] : INFO : Epoch 1673 | loss: 0.0312257 | val_loss: 0.0312266 | Time: 1991.79 ms [2021-10-17 14:53:19 main:574] : INFO : Epoch 1674 | loss: 0.0312249 | val_loss: 0.0312268 | Time: 1982.45 ms [2021-10-17 14:53:21 main:574] : INFO : Epoch 1675 | loss: 0.0312264 | val_loss: 0.0312258 | Time: 1989 ms [2021-10-17 14:53:23 main:574] : INFO : Epoch 1676 | loss: 0.0312253 | val_loss: 0.0312249 | Time: 2007.77 ms [2021-10-17 14:53:25 main:574] : INFO : Epoch 1677 | loss: 0.0312259 | val_loss: 0.0312258 | Time: 1992.44 ms [2021-10-17 14:53:27 main:574] : INFO : Epoch 1678 | loss: 0.0312244 | val_loss: 0.0312232 | Time: 2002.04 ms [2021-10-17 14:53:29 main:574] : INFO : Epoch 1679 | loss: 0.0312243 | val_loss: 0.0312248 | Time: 1991.22 ms [2021-10-17 14:53:31 main:574] : INFO : Epoch 1680 | loss: 0.0312243 | val_loss: 0.0312235 | Time: 1994.81 ms [2021-10-17 14:53:33 main:574] : INFO : Epoch 1681 | loss: 0.0312225 | val_loss: 0.0312233 | Time: 1999.16 ms [2021-10-17 14:53:35 main:574] : INFO : Epoch 1682 | loss: 0.0312258 | val_loss: 0.0312224 | Time: 1995.8 ms [2021-10-17 14:53:37 main:574] : INFO : Epoch 1683 | loss: 0.0312233 | val_loss: 0.0312223 | Time: 1995.55 ms [2021-10-17 14:53:39 main:574] : INFO : Epoch 1684 | loss: 0.0312221 | val_loss: 0.0312233 | Time: 1993.82 ms [2021-10-17 14:53:41 main:574] : INFO : Epoch 1685 | loss: 0.031225 | val_loss: 0.0312331 | Time: 2038.23 ms [2021-10-17 14:53:43 main:574] : INFO : Epoch 1686 | loss: 0.0312342 | val_loss: 0.0312269 | Time: 1994.11 ms [2021-10-17 14:53:45 main:574] : INFO : Epoch 1687 | loss: 0.0312256 | val_loss: 0.0312228 | Time: 2003.51 ms [2021-10-17 14:53:47 main:574] : INFO : Epoch 1688 | loss: 0.0312216 | val_loss: 0.0312217 | Time: 1982.3 ms [2021-10-17 14:53:49 main:574] : INFO : Epoch 1689 | loss: 0.0312202 | val_loss: 0.0312211 | Time: 1991.79 ms [2021-10-17 14:53:51 main:574] : INFO : Epoch 1690 | loss: 0.0312206 | val_loss: 0.0312211 | Time: 2047.84 ms [2021-10-17 14:53:53 main:574] : INFO : Epoch 1691 | loss: 0.0312196 | val_loss: 0.0312247 | Time: 2001.78 ms [2021-10-17 14:53:55 main:574] : INFO : Epoch 1692 | loss: 0.0312231 | val_loss: 0.0312225 | Time: 1986.01 ms [2021-10-17 14:53:57 main:574] : INFO : Epoch 1693 | loss: 0.0312201 | val_loss: 0.0312226 | Time: 1998.83 ms [2021-10-17 14:53:59 main:574] : INFO : Epoch 1694 | loss: 0.0312195 | val_loss: 0.0312238 | Time: 1989.82 ms [2021-10-17 14:54:01 main:574] : INFO : Epoch 1695 | loss: 0.03122 | val_loss: 0.0312241 | Time: 2000.65 ms [2021-10-17 14:54:03 main:574] : INFO : Epoch 1696 | loss: 0.0312196 | val_loss: 0.0312219 | Time: 2004.36 ms [2021-10-17 14:54:05 main:574] : INFO : Epoch 1697 | loss: 0.0312212 | val_loss: 0.0312198 | Time: 2015.12 ms [2021-10-17 14:54:07 main:574] : INFO : Epoch 1698 | loss: 0.0312228 | val_loss: 0.0312223 | Time: 1991.81 ms [2021-10-17 14:54:09 main:574] : INFO : Epoch 1699 | loss: 0.0312193 | val_loss: 0.0312208 | Time: 1980.14 ms [2021-10-17 14:54:11 main:574] : INFO : Epoch 1700 | loss: 0.0312185 | val_loss: 0.0312198 | Time: 1986.67 ms [2021-10-17 14:54:13 main:574] : INFO : Epoch 1701 | loss: 0.0312222 | val_loss: 0.0312189 | Time: 2016.21 ms [2021-10-17 14:54:15 main:574] : INFO : Epoch 1702 | loss: 0.0312224 | val_loss: 0.0312253 | Time: 1990.06 ms [2021-10-17 14:54:17 main:574] : INFO : Epoch 1703 | loss: 0.0312201 | val_loss: 0.0312189 | Time: 1988.63 ms [2021-10-17 14:54:19 main:574] : INFO : Epoch 1704 | loss: 0.0312177 | val_loss: 0.0312199 | Time: 1979.34 ms [2021-10-17 14:54:21 main:574] : INFO : Epoch 1705 | loss: 0.0312175 | val_loss: 0.03122 | Time: 1996.09 ms [2021-10-17 14:54:23 main:574] : INFO : Epoch 1706 | loss: 0.0312195 | val_loss: 0.0312182 | Time: 2006.45 ms [2021-10-17 14:54:25 main:574] : INFO : Epoch 1707 | loss: 0.0312179 | val_loss: 0.0312204 | Time: 1991.72 ms [2021-10-17 14:54:27 main:574] : INFO : Epoch 1708 | loss: 0.0312174 | val_loss: 0.0312221 | Time: 2006.74 ms [2021-10-17 14:54:29 main:574] : INFO : Epoch 1709 | loss: 0.0312172 | val_loss: 0.0312197 | Time: 2004.96 ms [2021-10-17 14:54:31 main:574] : INFO : Epoch 1710 | loss: 0.0312211 | val_loss: 0.031223 | Time: 2003.27 ms [2021-10-17 14:54:33 main:574] : INFO : Epoch 1711 | loss: 0.0312237 | val_loss: 0.0312176 | Time: 1988.86 ms [2021-10-17 14:54:35 main:574] : INFO : Epoch 1712 | loss: 0.031217 | val_loss: 0.0312183 | Time: 1991.89 ms [2021-10-17 14:54:37 main:574] : INFO : Epoch 1713 | loss: 0.0312177 | val_loss: 0.0312231 | Time: 2014.65 ms [2021-10-17 14:54:39 main:574] : INFO : Epoch 1714 | loss: 0.0312193 | val_loss: 0.0312205 | Time: 1998.21 ms [2021-10-17 14:54:41 main:574] : INFO : Epoch 1715 | loss: 0.0312156 | val_loss: 0.0312183 | Time: 2004.46 ms [2021-10-17 14:54:43 main:574] : INFO : Epoch 1716 | loss: 0.0312155 | val_loss: 0.0312189 | Time: 1998.07 ms [2021-10-17 14:54:45 main:574] : INFO : Epoch 1717 | loss: 0.0312172 | val_loss: 0.0312225 | Time: 1996.58 ms [2021-10-17 14:54:47 main:574] : INFO : Epoch 1718 | loss: 0.0312168 | val_loss: 0.0312171 | Time: 1999.79 ms [2021-10-17 14:54:49 main:574] : INFO : Epoch 1719 | loss: 0.0312168 | val_loss: 0.031218 | Time: 2002.94 ms [2021-10-17 14:54:51 main:574] : INFO : Epoch 1720 | loss: 0.0312153 | val_loss: 0.03122 | Time: 1996.55 ms [2021-10-17 14:54:53 main:574] : INFO : Epoch 1721 | loss: 0.0312152 | val_loss: 0.0312165 | Time: 1997.04 ms [2021-10-17 14:54:55 main:574] : INFO : Epoch 1722 | loss: 0.0312137 | val_loss: 0.0312157 | Time: 1987.09 ms [2021-10-17 14:54:57 main:574] : INFO : Epoch 1723 | loss: 0.031214 | val_loss: 0.0312174 | Time: 1985.05 ms [2021-10-17 14:54:59 main:574] : INFO : Epoch 1724 | loss: 0.031214 | val_loss: 0.031218 | Time: 1985.18 ms [2021-10-17 14:55:01 main:574] : INFO : Epoch 1725 | loss: 0.0312161 | val_loss: 0.0312179 | Time: 1994.78 ms [2021-10-17 14:55:03 main:574] : INFO : Epoch 1726 | loss: 0.0312138 | val_loss: 0.0312184 | Time: 1985.32 ms [2021-10-17 14:55:05 main:574] : INFO : Epoch 1727 | loss: 0.0312144 | val_loss: 0.0312176 | Time: 1992.59 ms [2021-10-17 14:55:07 main:574] : INFO : Epoch 1728 | loss: 0.0312131 | val_loss: 0.0312207 | Time: 2005.33 ms [2021-10-17 14:55:09 main:574] : INFO : Epoch 1729 | loss: 0.0312141 | val_loss: 0.0312226 | Time: 2000.38 ms [2021-10-17 14:55:11 main:574] : INFO : Epoch 1730 | loss: 0.0312128 | val_loss: 0.0312144 | Time: 1994.33 ms [2021-10-17 14:55:13 main:574] : INFO : Epoch 1731 | loss: 0.0312119 | val_loss: 0.0312161 | Time: 1988.7 ms [2021-10-17 14:55:15 main:574] : INFO : Epoch 1732 | loss: 0.0312123 | val_loss: 0.0312205 | Time: 1990.57 ms [2021-10-17 14:55:17 main:574] : INFO : Epoch 1733 | loss: 0.0312132 | val_loss: 0.031219 | Time: 1997.54 ms [2021-10-17 14:55:19 main:574] : INFO : Epoch 1734 | loss: 0.0312141 | val_loss: 0.0312152 | Time: 2015.79 ms [2021-10-17 14:55:21 main:574] : INFO : Epoch 1735 | loss: 0.031213 | val_loss: 0.0312158 | Time: 2021.65 ms [2021-10-17 14:55:23 main:574] : INFO : Epoch 1736 | loss: 0.0312126 | val_loss: 0.0312173 | Time: 1984.63 ms [2021-10-17 14:55:25 main:574] : INFO : Epoch 1737 | loss: 0.0312129 | val_loss: 0.0312272 | Time: 2004.05 ms [2021-10-17 14:55:27 main:574] : INFO : Epoch 1738 | loss: 0.0312182 | val_loss: 0.0312273 | Time: 1989.47 ms [2021-10-17 14:55:29 main:574] : INFO : Epoch 1739 | loss: 0.0312147 | val_loss: 0.0312202 | Time: 1996.9 ms [2021-10-17 14:55:31 main:574] : INFO : Epoch 1740 | loss: 0.0312145 | val_loss: 0.0312152 | Time: 1976.33 ms [2021-10-17 14:55:33 main:574] : INFO : Epoch 1741 | loss: 0.031212 | val_loss: 0.0312172 | Time: 2009.05 ms [2021-10-17 14:55:35 main:574] : INFO : Epoch 1742 | loss: 0.0312122 | val_loss: 0.0312174 | Time: 1985.33 ms [2021-10-17 14:55:37 main:574] : INFO : Epoch 1743 | loss: 0.0312124 | val_loss: 0.0312172 | Time: 2012.65 ms [2021-10-17 14:55:39 main:574] : INFO : Epoch 1744 | loss: 0.0312115 | val_loss: 0.0312162 | Time: 1988.79 ms [2021-10-17 14:55:41 main:574] : INFO : Epoch 1745 | loss: 0.0312097 | val_loss: 0.0312146 | Time: 1980.05 ms [2021-10-17 14:55:43 main:574] : INFO : Epoch 1746 | loss: 0.0312108 | val_loss: 0.0312179 | Time: 2005.39 ms [2021-10-17 14:55:45 main:574] : INFO : Epoch 1747 | loss: 0.0312129 | val_loss: 0.0312166 | Time: 2008.08 ms [2021-10-17 14:55:47 main:574] : INFO : Epoch 1748 | loss: 0.0312107 | val_loss: 0.0312132 | Time: 1993.71 ms [2021-10-17 14:55:49 main:574] : INFO : Epoch 1749 | loss: 0.031212 | val_loss: 0.0312155 | Time: 1998.44 ms [2021-10-17 14:55:51 main:574] : INFO : Epoch 1750 | loss: 0.031213 | val_loss: 0.0312261 | Time: 1999.96 ms [2021-10-17 14:55:53 main:574] : INFO : Epoch 1751 | loss: 0.0312273 | val_loss: 0.0312335 | Time: 1995.88 ms [2021-10-17 14:55:55 main:574] : INFO : Epoch 1752 | loss: 0.0312297 | val_loss: 0.0312294 | Time: 1999.6 ms [2021-10-17 14:55:57 main:574] : INFO : Epoch 1753 | loss: 0.0312266 | val_loss: 0.0312294 | Time: 2008.68 ms [2021-10-17 14:55:59 main:574] : INFO : Epoch 1754 | loss: 0.0312287 | val_loss: 0.0312284 | Time: 1986.57 ms [2021-10-17 14:56:01 main:574] : INFO : Epoch 1755 | loss: 0.031228 | val_loss: 0.0312305 | Time: 1996.88 ms [2021-10-17 14:56:03 main:574] : INFO : Epoch 1756 | loss: 0.0312251 | val_loss: 0.0312234 | Time: 1996.85 ms [2021-10-17 14:56:05 main:574] : INFO : Epoch 1757 | loss: 0.0312229 | val_loss: 0.0312236 | Time: 2041.29 ms [2021-10-17 14:56:07 main:574] : INFO : Epoch 1758 | loss: 0.0312264 | val_loss: 0.0312236 | Time: 1989.1 ms [2021-10-17 14:56:09 main:574] : INFO : Epoch 1759 | loss: 0.0312229 | val_loss: 0.0312237 | Time: 1988.54 ms [2021-10-17 14:56:11 main:574] : INFO : Epoch 1760 | loss: 0.0312204 | val_loss: 0.0312216 | Time: 2005.5 ms [2021-10-17 14:56:13 main:574] : INFO : Epoch 1761 | loss: 0.0312207 | val_loss: 0.0312236 | Time: 1995.23 ms [2021-10-17 14:56:15 main:574] : INFO : Epoch 1762 | loss: 0.03122 | val_loss: 0.0312216 | Time: 1996.57 ms [2021-10-17 14:56:17 main:574] : INFO : Epoch 1763 | loss: 0.0312205 | val_loss: 0.0312233 | Time: 2012.22 ms [2021-10-17 14:56:19 main:574] : INFO : Epoch 1764 | loss: 0.0312209 | val_loss: 0.0312205 | Time: 1994.43 ms [2021-10-17 14:56:21 main:574] : INFO : Epoch 1765 | loss: 0.0312197 | val_loss: 0.0312242 | Time: 1980.54 ms [2021-10-17 14:56:23 main:574] : INFO : Epoch 1766 | loss: 0.0312183 | val_loss: 0.0312199 | Time: 1988.22 ms [2021-10-17 14:56:25 main:574] : INFO : Epoch 1767 | loss: 0.0312173 | val_loss: 0.0312215 | Time: 1984.64 ms [2021-10-17 14:56:27 main:574] : INFO : Epoch 1768 | loss: 0.0312192 | val_loss: 0.0312205 | Time: 2009.14 ms [2021-10-17 14:56:29 main:574] : INFO : Epoch 1769 | loss: 0.0312169 | val_loss: 0.0312184 | Time: 2023.79 ms [2021-10-17 14:56:31 main:574] : INFO : Epoch 1770 | loss: 0.0312171 | val_loss: 0.0312291 | Time: 2010.65 ms [2021-10-17 14:56:33 main:574] : INFO : Epoch 1771 | loss: 0.0312196 | val_loss: 0.0312212 | Time: 1996.78 ms [2021-10-17 14:56:35 main:574] : INFO : Epoch 1772 | loss: 0.0312197 | val_loss: 0.0312265 | Time: 1994.88 ms [2021-10-17 14:56:37 main:574] : INFO : Epoch 1773 | loss: 0.0312202 | val_loss: 0.0312222 | Time: 1993.7 ms [2021-10-17 14:56:39 main:574] : INFO : Epoch 1774 | loss: 0.0312154 | val_loss: 0.031218 | Time: 1999.83 ms [2021-10-17 14:56:41 main:574] : INFO : Epoch 1775 | loss: 0.0312153 | val_loss: 0.0312202 | Time: 1993.85 ms [2021-10-17 14:56:43 main:574] : INFO : Epoch 1776 | loss: 0.031215 | val_loss: 0.0312238 | Time: 2043.64 ms [2021-10-17 14:56:45 main:574] : INFO : Epoch 1777 | loss: 0.0312167 | val_loss: 0.031224 | Time: 2101.47 ms [2021-10-17 14:56:47 main:574] : INFO : Epoch 1778 | loss: 0.0312177 | val_loss: 0.0312249 | Time: 2021.28 ms [2021-10-17 14:56:49 main:574] : INFO : Epoch 1779 | loss: 0.0312198 | val_loss: 0.0312323 | Time: 2033.01 ms [2021-10-17 14:56:51 main:574] : INFO : Epoch 1780 | loss: 0.0312186 | val_loss: 0.0312189 | Time: 2011.75 ms [2021-10-17 14:56:53 main:574] : INFO : Epoch 1781 | loss: 0.031219 | val_loss: 0.0312217 | Time: 2031.58 ms [2021-10-17 14:56:55 main:574] : INFO : Epoch 1782 | loss: 0.0312221 | val_loss: 0.0312202 | Time: 1996.88 ms [2021-10-17 14:56:57 main:574] : INFO : Epoch 1783 | loss: 0.0312151 | val_loss: 0.0312178 | Time: 1996.89 ms [2021-10-17 14:56:59 main:574] : INFO : Epoch 1784 | loss: 0.0312153 | val_loss: 0.0312273 | Time: 2011.69 ms [2021-10-17 14:57:01 main:574] : INFO : Epoch 1785 | loss: 0.0312211 | val_loss: 0.0312207 | Time: 2025.52 ms [2021-10-17 14:57:03 main:574] : INFO : Epoch 1786 | loss: 0.0312166 | val_loss: 0.0312168 | Time: 2015.02 ms [2021-10-17 14:57:05 main:574] : INFO : Epoch 1787 | loss: 0.0312148 | val_loss: 0.0312194 | Time: 2037.89 ms [2021-10-17 14:57:07 main:574] : INFO : Epoch 1788 | loss: 0.0312121 | val_loss: 0.0312189 | Time: 2007.66 ms [2021-10-17 14:57:09 main:574] : INFO : Epoch 1789 | loss: 0.0312123 | val_loss: 0.0312165 | Time: 1991.96 ms [2021-10-17 14:57:11 main:574] : INFO : Epoch 1790 | loss: 0.0312113 | val_loss: 0.0312162 | Time: 1996.36 ms [2021-10-17 14:57:13 main:574] : INFO : Epoch 1791 | loss: 0.0312151 | val_loss: 0.0312209 | Time: 1986.94 ms [2021-10-17 14:57:15 main:574] : INFO : Epoch 1792 | loss: 0.0312121 | val_loss: 0.0312168 | Time: 2016 ms [2021-10-17 14:57:17 main:574] : INFO : Epoch 1793 | loss: 0.0312109 | val_loss: 0.0312224 | Time: 2037.74 ms [2021-10-17 14:57:19 main:574] : INFO : Epoch 1794 | loss: 0.0312157 | val_loss: 0.0312195 | Time: 2073.85 ms [2021-10-17 14:57:21 main:574] : INFO : Epoch 1795 | loss: 0.0312131 | val_loss: 0.0312216 | Time: 2017.6 ms [2021-10-17 14:57:23 main:574] : INFO : Epoch 1796 | loss: 0.031214 | val_loss: 0.0312166 | Time: 2043.83 ms [2021-10-17 14:57:25 main:574] : INFO : Epoch 1797 | loss: 0.0312109 | val_loss: 0.0312174 | Time: 2040.13 ms [2021-10-17 14:57:27 main:574] : INFO : Epoch 1798 | loss: 0.0312131 | val_loss: 0.0312198 | Time: 2020.49 ms [2021-10-17 14:57:29 main:574] : INFO : Epoch 1799 | loss: 0.03121 | val_loss: 0.0312177 | Time: 2003.22 ms [2021-10-17 14:57:31 main:574] : INFO : Epoch 1800 | loss: 0.0312131 | val_loss: 0.0312151 | Time: 2034.72 ms [2021-10-17 14:57:33 main:574] : INFO : Epoch 1801 | loss: 0.0312108 | val_loss: 0.0312139 | Time: 2006.99 ms [2021-10-17 14:57:35 main:574] : INFO : Epoch 1802 | loss: 0.0312092 | val_loss: 0.0312171 | Time: 1997.53 ms [2021-10-17 14:57:37 main:574] : INFO : Epoch 1803 | loss: 0.0312092 | val_loss: 0.0312137 | Time: 1993.13 ms [2021-10-17 14:57:40 main:574] : INFO : Epoch 1804 | loss: 0.0312116 | val_loss: 0.0312164 | Time: 2078.33 ms [2021-10-17 14:57:42 main:574] : INFO : Epoch 1805 | loss: 0.0312087 | val_loss: 0.0312135 | Time: 2028.81 ms [2021-10-17 14:57:44 main:574] : INFO : Epoch 1806 | loss: 0.0312085 | val_loss: 0.0312153 | Time: 2115.93 ms [2021-10-17 14:57:46 main:574] : INFO : Epoch 1807 | loss: 0.0312072 | val_loss: 0.0312133 | Time: 1985.31 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 960) [2021-10-22 16:25:53 main:435] : INFO : Set logging level to 1 [2021-10-22 16:25:53 main:441] : INFO : Running in BOINC Client mode [2021-10-22 16:25:53 main:444] : INFO : Resolving all filenames [2021-10-22 16:25:53 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-10-22 16:25:53 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631734986-24278-1_0_r1989475439_1 (exists = 1) [2021-10-22 16:25:53 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631734986-24278-1_0_r1989475439_0 (exists = 0) [2021-10-22 16:25:53 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631734986-24278-1 (exists = 1) [2021-10-22 16:25:53 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-10-22 16:25:53 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-10-22 16:25:53 main:474] : INFO : Configuration: [2021-10-22 16:25:53 main:475] : INFO : Model type: GRU [2021-10-22 16:25:53 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-10-22 16:25:53 main:477] : INFO : Max Epochs: 2048 [2021-10-22 16:25:53 main:478] : INFO : Batch Size: 128 [2021-10-22 16:25:53 main:479] : INFO : Learning Rate: 0.01 [2021-10-22 16:25:53 main:480] : INFO : Patience: 10 [2021-10-22 16:25:53 main:481] : INFO : Hidden Width: 12 [2021-10-22 16:25:53 main:482] : INFO : # Recurrent Layers: 4 [2021-10-22 16:25:53 main:483] : INFO : # Backend Layers: 4 [2021-10-22 16:25:53 main:484] : INFO : # Threads: 1 [2021-10-22 16:25:53 main:486] : INFO : Preparing Dataset [2021-10-22 16:25:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-22 16:25:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-22 16:26:01 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-10-22 16:26:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-22 16:26:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-22 16:26:02 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-10-22 16:26:02 main:494] : INFO : Creating Model [2021-10-22 16:26:02 main:507] : INFO : Preparing config file [2021-10-22 16:26:02 main:511] : INFO : Found checkpoint, attempting to load... [2021-10-22 16:26:02 main:512] : INFO : Loading config [2021-10-22 16:26:02 main:514] : INFO : Loading state [2021-10-22 16:26:04 main:559] : INFO : Loading DataLoader into Memory [2021-10-22 16:26:04 main:562] : INFO : Starting Training [2021-10-22 16:26:07 main:574] : INFO : Epoch 1803 | loss: 0.0315112 | val_loss: 0.0313355 | Time: 2774.77 ms [2021-10-22 16:26:09 main:574] : INFO : Epoch 1804 | loss: 0.0312929 | val_loss: 0.0312724 | Time: 2116.9 ms [2021-10-22 16:26:12 main:574] : INFO : Epoch 1805 | loss: 0.0312597 | val_loss: 0.0312557 | Time: 2358.9 ms [2021-10-22 16:26:14 main:574] : INFO : Epoch 1806 | loss: 0.0312538 | val_loss: 0.0312528 | Time: 2096.53 ms [2021-10-22 16:26:16 main:574] : INFO : Epoch 1807 | loss: 0.0312516 | val_loss: 0.0312513 | Time: 2301.88 ms [2021-10-22 16:26:18 main:574] : INFO : Epoch 1808 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 2052.95 ms [2021-10-22 16:26:20 main:574] : INFO : Epoch 1809 | loss: 0.0312493 | val_loss: 0.031248 | Time: 2091 ms [2021-10-22 16:26:23 main:574] : INFO : Epoch 1810 | loss: 0.0312472 | val_loss: 0.0312458 | Time: 2124.19 ms [2021-10-22 16:26:25 main:574] : INFO : Epoch 1811 | loss: 0.031245 | val_loss: 0.0312426 | Time: 2025.85 ms [2021-10-22 16:26:27 main:574] : INFO : Epoch 1812 | loss: 0.0312398 | val_loss: 0.0312366 | Time: 2005.02 ms [2021-10-22 16:26:29 main:574] : INFO : Epoch 1813 | loss: 0.0312326 | val_loss: 0.0312342 | Time: 2027.95 ms [2021-10-22 16:26:32 main:574] : INFO : Epoch 1814 | loss: 0.0312315 | val_loss: 0.0312263 | Time: 2107.08 ms [2021-10-22 16:26:34 main:574] : INFO : Epoch 1815 | loss: 0.0312414 | val_loss: 0.0312389 | Time: 2053.99 ms [2021-10-22 16:26:36 main:574] : INFO : Epoch 1816 | loss: 0.031229 | val_loss: 0.0312255 | Time: 2155.3 ms [2021-10-22 16:26:38 main:574] : INFO : Epoch 1817 | loss: 0.0312268 | val_loss: 0.0312229 | Time: 2309.92 ms [2021-10-22 16:26:41 main:574] : INFO : Epoch 1818 | loss: 0.0312245 | val_loss: 0.0312248 | Time: 2272.85 ms [2021-10-22 16:26:43 main:574] : INFO : Epoch 1819 | loss: 0.0312224 | val_loss: 0.0312209 | Time: 2165.38 ms [2021-10-22 16:26:45 main:574] : INFO : Epoch 1820 | loss: 0.0312197 | val_loss: 0.031219 | Time: 2170.88 ms [2021-10-22 16:26:47 main:574] : INFO : Epoch 1821 | loss: 0.0312193 | val_loss: 0.0312214 | Time: 2131.86 ms [2021-10-22 16:26:50 main:574] : INFO : Epoch 1822 | loss: 0.0312183 | val_loss: 0.0312174 | Time: 2135.67 ms [2021-10-22 16:26:52 main:574] : INFO : Epoch 1823 | loss: 0.0312168 | val_loss: 0.0312175 | Time: 2141.2 ms [2021-10-22 16:26:54 main:574] : INFO : Epoch 1824 | loss: 0.0312175 | val_loss: 0.0312152 | Time: 2056.85 ms [2021-10-22 16:26:56 main:574] : INFO : Epoch 1825 | loss: 0.0312171 | val_loss: 0.0312147 | Time: 2035.89 ms [2021-10-22 16:26:58 main:574] : INFO : Epoch 1826 | loss: 0.0312166 | val_loss: 0.0312149 | Time: 2112.44 ms [2021-10-22 16:27:00 main:574] : INFO : Epoch 1827 | loss: 0.0312141 | val_loss: 0.0312144 | Time: 2068.41 ms [2021-10-22 16:27:03 main:574] : INFO : Epoch 1828 | loss: 0.0312134 | val_loss: 0.0312141 | Time: 1987.05 ms [2021-10-22 16:27:06 main:574] : INFO : Epoch 1829 | loss: 0.0312143 | val_loss: 0.0312151 | Time: 1991.35 ms [2021-10-22 16:27:08 main:574] : INFO : Epoch 1830 | loss: 0.0312182 | val_loss: 0.031213 | Time: 2016.75 ms [2021-10-22 16:27:10 main:574] : INFO : Epoch 1831 | loss: 0.0312144 | val_loss: 0.0312143 | Time: 2000.45 ms [2021-10-22 16:27:16 main:574] : INFO : Epoch 1832 | loss: 0.0312116 | val_loss: 0.0312127 | Time: 2589.94 ms [2021-10-22 16:27:18 main:574] : INFO : Epoch 1833 | loss: 0.0312115 | val_loss: 0.031215 | Time: 2046.73 ms [2021-10-22 16:27:20 main:574] : INFO : Epoch 1834 | loss: 0.0312121 | val_loss: 0.0312123 | Time: 2150.65 ms [2021-10-22 16:27:22 main:574] : INFO : Epoch 1835 | loss: 0.0312162 | val_loss: 0.0312255 | Time: 2180.56 ms [2021-10-22 16:27:24 main:574] : INFO : Epoch 1836 | loss: 0.0312169 | val_loss: 0.0312152 | Time: 2268.38 ms [2021-10-22 16:27:26 main:574] : INFO : Epoch 1837 | loss: 0.0312101 | val_loss: 0.0312104 | Time: 2087.44 ms [2021-10-22 16:27:30 main:574] : INFO : Epoch 1838 | loss: 0.031209 | val_loss: 0.0312111 | Time: 2255.14 ms [2021-10-22 16:27:32 main:574] : INFO : Epoch 1839 | loss: 0.0312086 | val_loss: 0.0312125 | Time: 2029.1 ms [2021-10-22 16:27:34 main:574] : INFO : Epoch 1840 | loss: 0.0312085 | val_loss: 0.0312108 | Time: 2099.44 ms [2021-10-22 16:27:36 main:574] : INFO : Epoch 1841 | loss: 0.0312102 | val_loss: 0.0312174 | Time: 2003.79 ms [2021-10-22 16:27:39 main:574] : INFO : Epoch 1842 | loss: 0.0312103 | val_loss: 0.0312116 | Time: 2183.14 ms [2021-10-22 16:27:41 main:574] : INFO : Epoch 1843 | loss: 0.0312101 | val_loss: 0.0312115 | Time: 2088.55 ms [2021-10-22 16:27:43 main:574] : INFO : Epoch 1844 | loss: 0.031208 | val_loss: 0.0312091 | Time: 2000.8 ms [2021-10-22 16:27:45 main:574] : INFO : Epoch 1845 | loss: 0.0312073 | val_loss: 0.0312097 | Time: 2002 ms [2021-10-22 16:27:47 main:574] : INFO : Epoch 1846 | loss: 0.031208 | val_loss: 0.0312094 | Time: 1983.01 ms [2021-10-22 16:27:49 main:574] : INFO : Epoch 1847 | loss: 0.0312074 | val_loss: 0.0312105 | Time: 2002.65 ms [2021-10-22 16:27:51 main:574] : INFO : Epoch 1848 | loss: 0.0312067 | val_loss: 0.0312107 | Time: 2002.59 ms [2021-10-22 16:27:53 main:574] : INFO : Epoch 1849 | loss: 0.0312065 | val_loss: 0.031209 | Time: 2019.31 ms [2021-10-22 16:27:55 main:574] : INFO : Epoch 1850 | loss: 0.0312059 | val_loss: 0.0312079 | Time: 1995.67 ms [2021-10-22 16:27:57 main:574] : INFO : Epoch 1851 | loss: 0.0312058 | val_loss: 0.0312083 | Time: 2016.09 ms [2021-10-22 16:27:59 main:574] : INFO : Epoch 1852 | loss: 0.031206 | val_loss: 0.0312089 | Time: 2003.39 ms [2021-10-22 16:28:01 main:574] : INFO : Epoch 1853 | loss: 0.0312053 | val_loss: 0.0312085 | Time: 2044.9 ms [2021-10-22 16:28:03 main:574] : INFO : Epoch 1854 | loss: 0.0312037 | val_loss: 0.0312058 | Time: 1998.45 ms [2021-10-22 16:28:05 main:574] : INFO : Epoch 1855 | loss: 0.0312039 | val_loss: 0.0312058 | Time: 1990 ms [2021-10-22 16:28:07 main:574] : INFO : Epoch 1856 | loss: 0.0312022 | val_loss: 0.0312059 | Time: 1981.67 ms [2021-10-22 16:28:09 main:574] : INFO : Epoch 1857 | loss: 0.0312025 | val_loss: 0.03121 | Time: 1985.45 ms [2021-10-22 16:28:11 main:574] : INFO : Epoch 1858 | loss: 0.0312078 | val_loss: 0.0312097 | Time: 1983.28 ms [2021-10-22 16:28:13 main:574] : INFO : Epoch 1859 | loss: 0.0312038 | val_loss: 0.0312051 | Time: 2016.88 ms [2021-10-22 16:28:15 main:574] : INFO : Epoch 1860 | loss: 0.0312025 | val_loss: 0.0312243 | Time: 1965.1 ms [2021-10-22 16:28:17 main:574] : INFO : Epoch 1861 | loss: 0.0312063 | val_loss: 0.0312072 | Time: 1996.34 ms [2021-10-22 16:28:19 main:574] : INFO : Epoch 1862 | loss: 0.0312037 | val_loss: 0.0312097 | Time: 1977.33 ms [2021-10-22 16:28:21 main:574] : INFO : Epoch 1863 | loss: 0.0312012 | val_loss: 0.0312044 | Time: 1991.33 ms [2021-10-22 16:28:23 main:574] : INFO : Epoch 1864 | loss: 0.0312006 | val_loss: 0.0312057 | Time: 1985.34 ms [2021-10-22 16:28:25 main:574] : INFO : Epoch 1865 | loss: 0.0312065 | val_loss: 0.0312124 | Time: 1990.22 ms [2021-10-22 16:28:27 main:574] : INFO : Epoch 1866 | loss: 0.031207 | val_loss: 0.0312046 | Time: 1958.96 ms [2021-10-22 16:28:29 main:574] : INFO : Epoch 1867 | loss: 0.0312027 | val_loss: 0.0312067 | Time: 1987.83 ms [2021-10-22 16:28:31 main:574] : INFO : Epoch 1868 | loss: 0.0311998 | val_loss: 0.0312055 | Time: 1972.9 ms [2021-10-22 16:28:33 main:574] : INFO : Epoch 1869 | loss: 0.0312001 | val_loss: 0.0312038 | Time: 2020 ms [2021-10-22 16:28:35 main:574] : INFO : Epoch 1870 | loss: 0.0312003 | val_loss: 0.0312081 | Time: 1977.9 ms [2021-10-22 16:28:37 main:574] : INFO : Epoch 1871 | loss: 0.0312016 | val_loss: 0.0312101 | Time: 2011 ms [2021-10-22 16:28:39 main:574] : INFO : Epoch 1872 | loss: 0.0311997 | val_loss: 0.0312031 | Time: 2220.1 ms [2021-10-22 16:28:41 main:574] : INFO : Epoch 1873 | loss: 0.0311977 | val_loss: 0.0312095 | Time: 2529.82 ms [2021-10-22 16:28:44 main:574] : INFO : Epoch 1874 | loss: 0.0312013 | val_loss: 0.031206 | Time: 2346.25 ms [2021-10-22 16:28:46 main:574] : INFO : Epoch 1875 | loss: 0.0311993 | val_loss: 0.0312082 | Time: 2390.25 ms [2021-10-22 16:28:48 main:574] : INFO : Epoch 1876 | loss: 0.0312009 | val_loss: 0.0312045 | Time: 2297.27 ms [2021-10-22 16:28:51 main:574] : INFO : Epoch 1877 | loss: 0.0311995 | val_loss: 0.0312014 | Time: 2219.25 ms [2021-10-22 16:28:53 main:574] : INFO : Epoch 1878 | loss: 0.0311975 | val_loss: 0.0312045 | Time: 2349.02 ms [2021-10-22 16:28:55 main:574] : INFO : Epoch 1879 | loss: 0.0311959 | val_loss: 0.0312017 | Time: 2291.56 ms [2021-10-22 16:28:57 main:574] : INFO : Epoch 1880 | loss: 0.0311993 | val_loss: 0.0312105 | Time: 2136.26 ms [2021-10-22 16:29:00 main:574] : INFO : Epoch 1881 | loss: 0.0312026 | val_loss: 0.0312099 | Time: 2089.68 ms [2021-10-22 16:29:02 main:574] : INFO : Epoch 1882 | loss: 0.0312007 | val_loss: 0.031202 | Time: 2127.4 ms [2021-10-22 16:29:04 main:574] : INFO : Epoch 1883 | loss: 0.0311973 | val_loss: 0.0312013 | Time: 2198.39 ms [2021-10-22 16:29:06 main:574] : INFO : Epoch 1884 | loss: 0.0311966 | val_loss: 0.0312083 | Time: 2119.35 ms [2021-10-22 16:29:10 main:574] : INFO : Epoch 1885 | loss: 0.0311957 | val_loss: 0.0312099 | Time: 2120.72 ms [2021-10-22 16:29:12 main:574] : INFO : Epoch 1886 | loss: 0.0311985 | val_loss: 0.0312036 | Time: 2139.29 ms [2021-10-22 16:29:15 main:574] : INFO : Epoch 1887 | loss: 0.0311989 | val_loss: 0.0312047 | Time: 2371.3 ms [2021-10-22 16:29:17 main:574] : INFO : Epoch 1888 | loss: 0.0311947 | val_loss: 0.0312016 | Time: 2288.9 ms [2021-10-22 16:29:19 main:574] : INFO : Epoch 1889 | loss: 0.0311938 | val_loss: 0.0312014 | Time: 2211.24 ms [2021-10-22 16:29:21 main:574] : INFO : Epoch 1890 | loss: 0.0311937 | val_loss: 0.0312032 | Time: 2138.42 ms [2021-10-22 16:29:23 main:574] : INFO : Epoch 1891 | loss: 0.0311965 | val_loss: 0.0312032 | Time: 2155.63 ms [2021-10-22 16:29:26 main:574] : INFO : Epoch 1892 | loss: 0.0311968 | val_loss: 0.0312011 | Time: 2448.27 ms [2021-10-22 16:29:28 main:574] : INFO : Epoch 1893 | loss: 0.0311941 | val_loss: 0.0312024 | Time: 2185.77 ms [2021-10-22 16:29:30 main:574] : INFO : Epoch 1894 | loss: 0.0311952 | val_loss: 0.031203 | Time: 2341.71 ms [2021-10-22 16:29:33 main:574] : INFO : Epoch 1895 | loss: 0.0311978 | val_loss: 0.0312068 | Time: 2674.52 ms [2021-10-22 16:29:36 main:574] : INFO : Epoch 1896 | loss: 0.0311972 | val_loss: 0.0312058 | Time: 3206.22 ms [2021-10-22 16:29:39 main:574] : INFO : Epoch 1897 | loss: 0.0311987 | val_loss: 0.0312022 | Time: 2445.27 ms [2021-10-22 16:29:41 main:574] : INFO : Epoch 1898 | loss: 0.0311946 | val_loss: 0.0312035 | Time: 2245.98 ms [2021-10-22 16:29:43 main:574] : INFO : Epoch 1899 | loss: 0.0311949 | val_loss: 0.0312025 | Time: 2257.53 ms [2021-10-22 16:29:46 main:574] : INFO : Epoch 1900 | loss: 0.031194 | val_loss: 0.0312018 | Time: 2197.74 ms [2021-10-22 16:29:48 main:574] : INFO : Epoch 1901 | loss: 0.0311932 | val_loss: 0.0312082 | Time: 2224.92 ms [2021-10-22 16:29:50 main:574] : INFO : Epoch 1902 | loss: 0.031199 | val_loss: 0.0312078 | Time: 2560.44 ms [2021-10-22 16:29:53 main:574] : INFO : Epoch 1903 | loss: 0.0311952 | val_loss: 0.0312002 | Time: 2518.13 ms [2021-10-22 16:29:55 main:574] : INFO : Epoch 1904 | loss: 0.0311962 | val_loss: 0.0312047 | Time: 2346.84 ms [2021-10-22 16:29:58 main:574] : INFO : Epoch 1905 | loss: 0.0311948 | val_loss: 0.0312009 | Time: 2475.34 ms [2021-10-22 16:30:00 main:574] : INFO : Epoch 1906 | loss: 0.0311923 | val_loss: 0.0311994 | Time: 2099.26 ms [2021-10-22 16:30:05 main:574] : INFO : Epoch 1907 | loss: 0.031195 | val_loss: 0.0312019 | Time: 2257.1 ms [2021-10-22 16:30:08 main:574] : INFO : Epoch 1908 | loss: 0.0311984 | val_loss: 0.0312055 | Time: 2085.05 ms [2021-10-22 16:30:10 main:574] : INFO : Epoch 1909 | loss: 0.0311971 | val_loss: 0.0312034 | Time: 2239.16 ms [2021-10-22 16:30:12 main:574] : INFO : Epoch 1910 | loss: 0.0311951 | val_loss: 0.0312036 | Time: 2162.38 ms [2021-10-22 16:30:14 main:574] : INFO : Epoch 1911 | loss: 0.0311936 | val_loss: 0.0312063 | Time: 2256.79 ms [2021-10-22 16:30:17 main:574] : INFO : Epoch 1912 | loss: 0.0311936 | val_loss: 0.0311998 | Time: 2267.08 ms [2021-10-22 16:30:19 main:574] : INFO : Epoch 1913 | loss: 0.031193 | val_loss: 0.0312024 | Time: 2319.77 ms [2021-10-22 16:30:21 main:574] : INFO : Epoch 1914 | loss: 0.0311923 | val_loss: 0.0311996 | Time: 2310.38 ms [2021-10-22 16:30:23 main:574] : INFO : Epoch 1915 | loss: 0.0311911 | val_loss: 0.0311967 | Time: 2228.49 ms [2021-10-22 16:30:26 main:574] : INFO : Epoch 1916 | loss: 0.03119 | val_loss: 0.0311991 | Time: 2254.35 ms [2021-10-22 16:30:28 main:574] : INFO : Epoch 1917 | loss: 0.0311927 | val_loss: 0.0312023 | Time: 2183.3 ms [2021-10-22 16:30:30 main:574] : INFO : Epoch 1918 | loss: 0.0311932 | val_loss: 0.0312056 | Time: 2228.95 ms [2021-10-22 16:30:32 main:574] : INFO : Epoch 1919 | loss: 0.0311917 | val_loss: 0.0311996 | Time: 2347.92 ms [2021-10-22 16:30:35 main:574] : INFO : Epoch 1920 | loss: 0.031191 | val_loss: 0.0312053 | Time: 2218.29 ms [2021-10-22 16:30:37 main:574] : INFO : Epoch 1921 | loss: 0.0311928 | val_loss: 0.0311996 | Time: 2116.1 ms [2021-10-22 16:30:39 main:574] : INFO : Epoch 1922 | loss: 0.0311899 | val_loss: 0.0311977 | Time: 2045.04 ms [2021-10-22 16:30:41 main:574] : INFO : Epoch 1923 | loss: 0.0311886 | val_loss: 0.0312006 | Time: 2103.93 ms [2021-10-22 16:30:43 main:574] : INFO : Epoch 1924 | loss: 0.0311906 | val_loss: 0.0312068 | Time: 2203.71 ms [2021-10-22 16:30:47 main:574] : INFO : Epoch 1925 | loss: 0.0311922 | val_loss: 0.0312063 | Time: 2424.25 ms [2021-10-22 16:30:49 main:574] : INFO : Epoch 1926 | loss: 0.0311903 | val_loss: 0.0312015 | Time: 2315.38 ms [2021-10-22 16:30:52 main:574] : INFO : Epoch 1927 | loss: 0.0311919 | val_loss: 0.0312083 | Time: 2385.78 ms [2021-10-22 16:30:54 main:574] : INFO : Epoch 1928 | loss: 0.0311943 | val_loss: 0.0311987 | Time: 2150.06 ms [2021-10-22 16:30:56 main:574] : INFO : Epoch 1929 | loss: 0.031189 | val_loss: 0.0311976 | Time: 2034 ms [2021-10-22 16:30:58 main:574] : INFO : Epoch 1930 | loss: 0.0311889 | val_loss: 0.0312037 | Time: 2115.21 ms [2021-10-22 16:31:00 main:574] : INFO : Epoch 1931 | loss: 0.0311921 | val_loss: 0.0312002 | Time: 2082.96 ms [2021-10-22 16:31:02 main:574] : INFO : Epoch 1932 | loss: 0.031188 | val_loss: 0.0311988 | Time: 2087.22 ms [2021-10-22 16:31:04 main:574] : INFO : Epoch 1933 | loss: 0.031187 | val_loss: 0.0311976 | Time: 2109.43 ms [2021-10-22 16:31:07 main:574] : INFO : Epoch 1934 | loss: 0.0311889 | val_loss: 0.0311997 | Time: 2248.7 ms [2021-10-22 16:31:09 main:574] : INFO : Epoch 1935 | loss: 0.0311898 | val_loss: 0.0312001 | Time: 2410.3 ms [2021-10-22 16:31:12 main:574] : INFO : Epoch 1936 | loss: 0.0311875 | val_loss: 0.0311969 | Time: 2208.43 ms [2021-10-22 16:31:14 main:574] : INFO : Epoch 1937 | loss: 0.0311863 | val_loss: 0.0311984 | Time: 2181.35 ms [2021-10-22 16:31:16 main:574] : INFO : Epoch 1938 | loss: 0.0311877 | val_loss: 0.0312 | Time: 2135.08 ms [2021-10-22 16:31:19 main:574] : INFO : Epoch 1939 | loss: 0.0311885 | val_loss: 0.0311989 | Time: 2054.96 ms [2021-10-22 16:31:22 main:574] : INFO : Epoch 1940 | loss: 0.0311929 | val_loss: 0.0311976 | Time: 2078.03 ms [2021-10-22 16:31:24 main:574] : INFO : Epoch 1941 | loss: 0.0311902 | val_loss: 0.0312015 | Time: 2142.71 ms [2021-10-22 16:31:26 main:574] : INFO : Epoch 1942 | loss: 0.0311902 | val_loss: 0.031198 | Time: 2076.74 ms [2021-10-22 16:31:28 main:574] : INFO : Epoch 1943 | loss: 0.0311896 | val_loss: 0.0311988 | Time: 2051.9 ms [2021-10-22 16:31:30 main:574] : INFO : Epoch 1944 | loss: 0.03119 | val_loss: 0.0311956 | Time: 2099.41 ms [2021-10-22 16:31:32 main:574] : INFO : Epoch 1945 | loss: 0.031193 | val_loss: 0.0312094 | Time: 2072.69 ms [2021-10-22 16:31:34 main:574] : INFO : Epoch 1946 | loss: 0.0311957 | val_loss: 0.0312003 | Time: 2154.7 ms [2021-10-22 16:31:37 main:574] : INFO : Epoch 1947 | loss: 0.0311937 | val_loss: 0.0312012 | Time: 2125.79 ms [2021-10-22 16:31:39 main:574] : INFO : Epoch 1948 | loss: 0.0311893 | val_loss: 0.0311983 | Time: 2100.2 ms [2021-10-22 16:31:41 main:574] : INFO : Epoch 1949 | loss: 0.0311885 | val_loss: 0.0311968 | Time: 2048.79 ms [2021-10-22 16:31:43 main:574] : INFO : Epoch 1950 | loss: 0.0311882 | val_loss: 0.0312136 | Time: 2052.45 ms [2021-10-22 16:31:45 main:574] : INFO : Epoch 1951 | loss: 0.0311915 | val_loss: 0.0311986 | Time: 2038.56 ms [2021-10-22 16:31:47 main:574] : INFO : Epoch 1952 | loss: 0.0311888 | val_loss: 0.0311979 | Time: 2058.47 ms [2021-10-22 16:31:49 main:574] : INFO : Epoch 1953 | loss: 0.0311877 | val_loss: 0.0311967 | Time: 2069.89 ms [2021-10-22 16:31:51 main:574] : INFO : Epoch 1954 | loss: 0.0311865 | val_loss: 0.0311985 | Time: 2089.1 ms [2021-10-22 16:31:53 main:574] : INFO : Epoch 1955 | loss: 0.0311924 | val_loss: 0.0312009 | Time: 2074.87 ms [2021-10-22 16:31:55 main:574] : INFO : Epoch 1956 | loss: 0.0311917 | val_loss: 0.031198 | Time: 2157.53 ms [2021-10-22 16:31:57 main:574] : INFO : Epoch 1957 | loss: 0.0311886 | val_loss: 0.0311978 | Time: 2104.3 ms [2021-10-22 16:31:59 main:574] : INFO : Epoch 1958 | loss: 0.0311882 | val_loss: 0.031198 | Time: 2098.97 ms [2021-10-22 16:32:02 main:574] : INFO : Epoch 1959 | loss: 0.031188 | val_loss: 0.0311963 | Time: 2144.94 ms [2021-10-22 16:32:04 main:574] : INFO : Epoch 1960 | loss: 0.0311907 | val_loss: 0.0312027 | Time: 2150.51 ms [2021-10-22 16:32:06 main:574] : INFO : Epoch 1961 | loss: 0.0311883 | val_loss: 0.031198 | Time: 2134.63 ms [2021-10-22 16:32:08 main:574] : INFO : Epoch 1962 | loss: 0.0311924 | val_loss: 0.0312004 | Time: 2093.04 ms [2021-10-22 16:32:10 main:574] : INFO : Epoch 1963 | loss: 0.03119 | val_loss: 0.0311973 | Time: 2139.04 ms [2021-10-22 16:32:12 main:574] : INFO : Epoch 1964 | loss: 0.0311885 | val_loss: 0.031197 | Time: 2107.7 ms [2021-10-22 16:32:14 main:574] : INFO : Epoch 1965 | loss: 0.0311854 | val_loss: 0.0311982 | Time: 2086.8 ms [2021-10-22 16:32:16 main:574] : INFO : Epoch 1966 | loss: 0.0311865 | val_loss: 0.0311993 | Time: 2074.49 ms [2021-10-22 16:32:19 main:574] : INFO : Epoch 1967 | loss: 0.0311879 | val_loss: 0.0311978 | Time: 2116.16 ms [2021-10-22 16:32:21 main:574] : INFO : Epoch 1968 | loss: 0.0311869 | val_loss: 0.0311976 | Time: 2122.33 ms [2021-10-22 16:32:23 main:574] : INFO : Epoch 1969 | loss: 0.0311873 | val_loss: 0.0312034 | Time: 2107.04 ms [2021-10-22 16:32:25 main:574] : INFO : Epoch 1970 | loss: 0.0311866 | val_loss: 0.0311994 | Time: 2146.9 ms [2021-10-22 16:32:27 main:574] : INFO : Epoch 1971 | loss: 0.0311849 | val_loss: 0.0311962 | Time: 2128.2 ms [2021-10-22 16:32:29 main:574] : INFO : Epoch 1972 | loss: 0.0311879 | val_loss: 0.0312035 | Time: 2049.06 ms [2021-10-22 16:32:31 main:574] : INFO : Epoch 1973 | loss: 0.0311874 | val_loss: 0.0312017 | Time: 2039.11 ms [2021-10-22 16:32:33 main:574] : INFO : Epoch 1974 | loss: 0.0311862 | val_loss: 0.0312009 | Time: 2024.51 ms [2021-10-22 16:32:35 main:574] : INFO : Epoch 1975 | loss: 0.0311851 | val_loss: 0.031198 | Time: 2060.25 ms [2021-10-22 16:32:37 main:574] : INFO : Epoch 1976 | loss: 0.0311863 | val_loss: 0.0312067 | Time: 2114.76 ms [2021-10-22 16:32:39 main:574] : INFO : Epoch 1977 | loss: 0.0311915 | val_loss: 0.0311994 | Time: 2046.11 ms [2021-10-22 16:32:42 main:574] : INFO : Epoch 1978 | loss: 0.0311889 | val_loss: 0.0312001 | Time: 2081.35 ms [2021-10-22 16:32:44 main:574] : INFO : Epoch 1979 | loss: 0.0311863 | val_loss: 0.0311971 | Time: 2096.35 ms [2021-10-22 16:32:46 main:574] : INFO : Epoch 1980 | loss: 0.0311895 | val_loss: 0.0312084 | Time: 2036.71 ms [2021-10-22 16:32:48 main:574] : INFO : Epoch 1981 | loss: 0.0312062 | val_loss: 0.0312239 | Time: 2059.73 ms [2021-10-22 16:32:50 main:574] : INFO : Epoch 1982 | loss: 0.0312211 | val_loss: 0.0312214 | Time: 2047.98 ms [2021-10-22 16:32:52 main:574] : INFO : Epoch 1983 | loss: 0.031218 | val_loss: 0.0312215 | Time: 2046.12 ms [2021-10-22 16:32:54 main:574] : INFO : Epoch 1984 | loss: 0.0312245 | val_loss: 0.0312303 | Time: 2040.37 ms [2021-10-22 16:32:56 main:574] : INFO : Epoch 1985 | loss: 0.031227 | val_loss: 0.031224 | Time: 2081.69 ms [2021-10-22 16:32:58 main:574] : INFO : Epoch 1986 | loss: 0.0312201 | val_loss: 0.0312185 | Time: 2056.59 ms [2021-10-22 16:33:01 main:574] : INFO : Epoch 1987 | loss: 0.0312186 | val_loss: 0.0312178 | Time: 2057.25 ms [2021-10-22 16:33:03 main:574] : INFO : Epoch 1988 | loss: 0.0312152 | val_loss: 0.0312159 | Time: 2073.77 ms [2021-10-22 16:33:05 main:574] : INFO : Epoch 1989 | loss: 0.0312136 | val_loss: 0.0312142 | Time: 2064.94 ms [2021-10-22 16:33:07 main:574] : INFO : Epoch 1990 | loss: 0.0312117 | val_loss: 0.0312137 | Time: 2196.43 ms [2021-10-22 16:33:09 main:574] : INFO : Epoch 1991 | loss: 0.031211 | val_loss: 0.0312119 | Time: 2085.09 ms [2021-10-22 16:33:11 main:574] : INFO : Epoch 1992 | loss: 0.0312103 | val_loss: 0.0312148 | Time: 2069.4 ms [2021-10-22 16:33:13 main:574] : INFO : Epoch 1993 | loss: 0.0312104 | val_loss: 0.0312105 | Time: 2041.91 ms [2021-10-22 16:33:15 main:574] : INFO : Epoch 1994 | loss: 0.0312069 | val_loss: 0.0312103 | Time: 2056.55 ms [2021-10-22 16:33:18 main:574] : INFO : Epoch 1995 | loss: 0.0312077 | val_loss: 0.0312116 | Time: 2209.24 ms [2021-10-22 16:33:20 main:574] : INFO : Epoch 1996 | loss: 0.0312086 | val_loss: 0.0312111 | Time: 2206.63 ms [2021-10-22 16:33:22 main:574] : INFO : Epoch 1997 | loss: 0.0312082 | val_loss: 0.0312111 | Time: 2200.41 ms [2021-10-22 16:33:24 main:574] : INFO : Epoch 1998 | loss: 0.0312067 | val_loss: 0.0312092 | Time: 2135.55 ms [2021-10-22 16:33:26 main:574] : INFO : Epoch 1999 | loss: 0.0312093 | val_loss: 0.031213 | Time: 2116.48 ms [2021-10-22 16:33:28 main:574] : INFO : Epoch 2000 | loss: 0.0312064 | val_loss: 0.0312094 | Time: 2052.73 ms [2021-10-22 16:33:31 main:574] : INFO : Epoch 2001 | loss: 0.0312046 | val_loss: 0.0312097 | Time: 3004.42 ms [2021-10-22 16:33:35 main:574] : INFO : Epoch 2002 | loss: 0.0312061 | val_loss: 0.0312083 | Time: 3411.04 ms [2021-10-22 16:33:37 main:574] : INFO : Epoch 2003 | loss: 0.0312072 | val_loss: 0.0312088 | Time: 2453.59 ms [2021-10-22 16:33:39 main:574] : INFO : Epoch 2004 | loss: 0.0312058 | val_loss: 0.0312078 | Time: 2099.83 ms [2021-10-22 16:33:41 main:574] : INFO : Epoch 2005 | loss: 0.0312048 | val_loss: 0.0312074 | Time: 2070.25 ms [2021-10-22 16:33:44 main:574] : INFO : Epoch 2006 | loss: 0.0312055 | val_loss: 0.0312096 | Time: 2134.58 ms [2021-10-22 16:33:46 main:574] : INFO : Epoch 2007 | loss: 0.0312069 | val_loss: 0.0312084 | Time: 2157.55 ms [2021-10-22 16:33:48 main:574] : INFO : Epoch 2008 | loss: 0.0312063 | val_loss: 0.0312089 | Time: 2060.76 ms [2021-10-22 16:33:50 main:574] : INFO : Epoch 2009 | loss: 0.0312065 | val_loss: 0.0312082 | Time: 2085.15 ms [2021-10-22 16:33:52 main:574] : INFO : Epoch 2010 | loss: 0.0312039 | val_loss: 0.0312075 | Time: 2051.21 ms [2021-10-22 16:33:54 main:574] : INFO : Epoch 2011 | loss: 0.0312068 | val_loss: 0.0312079 | Time: 2053.21 ms [2021-10-22 16:33:56 main:574] : INFO : Epoch 2012 | loss: 0.0312116 | val_loss: 0.03122 | Time: 2059.44 ms [2021-10-22 16:33:58 main:574] : INFO : Epoch 2013 | loss: 0.0312091 | val_loss: 0.0312098 | Time: 2048.43 ms [2021-10-22 16:34:00 main:574] : INFO : Epoch 2014 | loss: 0.0312072 | val_loss: 0.0312056 | Time: 2019.65 ms [2021-10-22 16:34:02 main:574] : INFO : Epoch 2015 | loss: 0.0312037 | val_loss: 0.0312057 | Time: 2049.27 ms [2021-10-22 16:34:04 main:574] : INFO : Epoch 2016 | loss: 0.031202 | val_loss: 0.0312041 | Time: 2055.03 ms [2021-10-22 16:34:06 main:574] : INFO : Epoch 2017 | loss: 0.0312017 | val_loss: 0.0312074 | Time: 2080.08 ms [2021-10-22 16:34:08 main:574] : INFO : Epoch 2018 | loss: 0.0312029 | val_loss: 0.0312096 | Time: 2046.23 ms [2021-10-22 16:34:10 main:574] : INFO : Epoch 2019 | loss: 0.0312032 | val_loss: 0.0312047 | Time: 2044.26 ms [2021-10-22 16:34:13 main:574] : INFO : Epoch 2020 | loss: 0.0312003 | val_loss: 0.0312047 | Time: 2096.39 ms [2021-10-22 16:34:15 main:574] : INFO : Epoch 2021 | loss: 0.0312007 | val_loss: 0.0312087 | Time: 2032.35 ms [2021-10-22 16:34:17 main:574] : INFO : Epoch 2022 | loss: 0.0312016 | val_loss: 0.0312041 | Time: 2073.09 ms [2021-10-22 16:34:19 main:574] : INFO : Epoch 2023 | loss: 0.0311996 | val_loss: 0.0312059 | Time: 2055.88 ms [2021-10-22 16:34:21 main:574] : INFO : Epoch 2024 | loss: 0.0312002 | val_loss: 0.0312083 | Time: 2080.39 ms [2021-10-22 16:34:23 main:574] : INFO : Epoch 2025 | loss: 0.0312019 | val_loss: 0.0312093 | Time: 2040.28 ms [2021-10-22 16:34:25 main:574] : INFO : Epoch 2026 | loss: 0.031202 | val_loss: 0.0312052 | Time: 2032.61 ms [2021-10-22 16:34:27 main:574] : INFO : Epoch 2027 | loss: 0.0311989 | val_loss: 0.0312032 | Time: 2036.37 ms [2021-10-22 16:34:29 main:574] : INFO : Epoch 2028 | loss: 0.0312001 | val_loss: 0.0312026 | Time: 2027.21 ms [2021-10-22 16:34:31 main:574] : INFO : Epoch 2029 | loss: 0.0312011 | val_loss: 0.0312033 | Time: 2045.62 ms [2021-10-22 16:34:33 main:574] : INFO : Epoch 2030 | loss: 0.0311981 | val_loss: 0.031203 | Time: 2063.22 ms [2021-10-22 16:34:35 main:574] : INFO : Epoch 2031 | loss: 0.0311976 | val_loss: 0.0312038 | Time: 2072.94 ms [2021-10-22 16:34:37 main:574] : INFO : Epoch 2032 | loss: 0.0311985 | val_loss: 0.0312031 | Time: 2029.47 ms [2021-10-22 16:34:40 main:574] : INFO : Epoch 2033 | loss: 0.0311999 | val_loss: 0.0312025 | Time: 2405.37 ms [2021-10-22 16:34:42 main:574] : INFO : Epoch 2034 | loss: 0.0312027 | val_loss: 0.0312054 | Time: 2106.27 ms [2021-10-22 16:34:44 main:574] : INFO : Epoch 2035 | loss: 0.0312015 | val_loss: 0.0312055 | Time: 2169.35 ms [2021-10-22 16:34:46 main:574] : INFO : Epoch 2036 | loss: 0.0311983 | val_loss: 0.0312022 | Time: 2232.38 ms [2021-10-22 16:34:48 main:574] : INFO : Epoch 2037 | loss: 0.0311974 | val_loss: 0.0312017 | Time: 2056.72 ms [2021-10-22 16:34:50 main:574] : INFO : Epoch 2038 | loss: 0.0311972 | val_loss: 0.0312012 | Time: 2039.74 ms [2021-10-22 16:34:52 main:574] : INFO : Epoch 2039 | loss: 0.0311958 | val_loss: 0.0312007 | Time: 2049.12 ms [2021-10-22 16:34:54 main:574] : INFO : Epoch 2040 | loss: 0.0311966 | val_loss: 0.0312002 | Time: 2071.48 ms [2021-10-22 16:34:56 main:574] : INFO : Epoch 2041 | loss: 0.0311983 | val_loss: 0.0312006 | Time: 2062.77 ms [2021-10-22 16:34:58 main:574] : INFO : Epoch 2042 | loss: 0.0311973 | val_loss: 0.0312003 | Time: 2052.94 ms [2021-10-22 16:35:01 main:574] : INFO : Epoch 2043 | loss: 0.0311976 | val_loss: 0.0312015 | Time: 2048.95 ms [2021-10-22 16:35:03 main:574] : INFO : Epoch 2044 | loss: 0.0312007 | val_loss: 0.0312042 | Time: 2069.51 ms [2021-10-22 16:35:05 main:574] : INFO : Epoch 2045 | loss: 0.0312036 | val_loss: 0.0312031 | Time: 2065.64 ms [2021-10-22 16:35:07 main:574] : INFO : Epoch 2046 | loss: 0.0312023 | val_loss: 0.0312105 | Time: 2021.56 ms [2021-10-22 16:35:09 main:574] : INFO : Epoch 2047 | loss: 0.0312046 | val_loss: 0.0312051 | Time: 2084.77 ms [2021-10-22 16:35:11 main:574] : INFO : Epoch 2048 | loss: 0.031202 | val_loss: 0.0312044 | Time: 2041.52 ms [2021-10-22 16:35:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312044 [2021-10-22 16:35:11 main:603] : INFO : Saving end state to config to file [2021-10-22 16:35:11 main:608] : INFO : Success, exiting.. 16:35:11 (27328): 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)