Task 14553568
| Name | ParityModified-1647042955-27883-3-0_0 |
| Workunit | 11576726 |
| Created | 9 Apr 2022, 15:42:52 UTC |
| Sent | 10 Apr 2022, 20:08:40 UTC |
| Report deadline | 18 Apr 2022, 20:08:40 UTC |
| Received | 11 Apr 2022, 19:15:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10297 |
| Run time | 1 hours 9 min 50 sec |
| CPU time | 1 hours 9 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311566 | val_loss: 0.0311646 | Time: 2021.31 ms
[2022-04-11 19:59:21 main:574] : INFO : Epoch 1543 | loss: 0.0311611 | val_loss: 0.0311676 | Time: 2041.1 ms
[2022-04-11 19:59:23 main:574] : INFO : Epoch 1544 | loss: 0.0311897 | val_loss: 0.0312169 | Time: 2061.63 ms
[2022-04-11 19:59:25 main:574] : INFO : Epoch 1545 | loss: 0.0312233 | val_loss: 0.0312247 | Time: 2097.87 ms
[2022-04-11 19:59:27 main:574] : INFO : Epoch 1546 | loss: 0.0312239 | val_loss: 0.0312288 | Time: 1973.56 ms
[2022-04-11 19:59:29 main:574] : INFO : Epoch 1547 | loss: 0.0312301 | val_loss: 0.0312302 | Time: 2038.41 ms
[2022-04-11 19:59:31 main:574] : INFO : Epoch 1548 | loss: 0.0312287 | val_loss: 0.0312276 | Time: 2014.14 ms
[2022-04-11 19:59:33 main:574] : INFO : Epoch 1549 | loss: 0.0312272 | val_loss: 0.0312243 | Time: 1969.51 ms
[2022-04-11 19:59:35 main:574] : INFO : Epoch 1550 | loss: 0.0312253 | val_loss: 0.0312267 | Time: 1960.01 ms
[2022-04-11 19:59:37 main:574] : INFO : Epoch 1551 | loss: 0.0312277 | val_loss: 0.0312257 | Time: 1944.08 ms
[2022-04-11 19:59:39 main:574] : INFO : Epoch 1552 | loss: 0.0312258 | val_loss: 0.0312251 | Time: 2068.27 ms
[2022-04-11 19:59:41 main:574] : INFO : Epoch 1553 | loss: 0.0312244 | val_loss: 0.0312252 | Time: 2118.24 ms
[2022-04-11 19:59:43 main:574] : INFO : Epoch 1554 | loss: 0.0312253 | val_loss: 0.0312245 | Time: 2048.07 ms
[2022-04-11 19:59:45 main:574] : INFO : Epoch 1555 | loss: 0.0312244 | val_loss: 0.0312244 | Time: 1970.01 ms
[2022-04-11 19:59:47 main:574] : INFO : Epoch 1556 | loss: 0.0312265 | val_loss: 0.0312254 | Time: 2119.01 ms
[2022-04-11 19:59:49 main:574] : INFO : Epoch 1557 | loss: 0.0312251 | val_loss: 0.031224 | Time: 1938.57 ms
[2022-04-11 19:59:51 main:574] : INFO : Epoch 1558 | loss: 0.0312237 | val_loss: 0.0312241 | Time: 2065.77 ms
[2022-04-11 19:59:53 main:574] : INFO : Epoch 1559 | loss: 0.0312239 | val_loss: 0.0312228 | Time: 2005.42 ms
[2022-04-11 19:59:55 main:574] : INFO : Epoch 1560 | loss: 0.0312243 | val_loss: 0.0312232 | Time: 2046.78 ms
[2022-04-11 19:59:57 main:574] : INFO : Epoch 1561 | loss: 0.0312247 | val_loss: 0.0312286 | Time: 2020.72 ms
[2022-04-11 19:59:59 main:574] : INFO : Epoch 1562 | loss: 0.031224 | val_loss: 0.0312268 | Time: 1911.96 ms
[2022-04-11 20:00:01 main:574] : INFO : Epoch 1563 | loss: 0.0312252 | val_loss: 0.0312229 | Time: 2000.44 ms
[2022-04-11 20:00:03 main:574] : INFO : Epoch 1564 | loss: 0.0312231 | val_loss: 0.0312238 | Time: 1990.58 ms
[2022-04-11 20:00:05 main:574] : INFO : Epoch 1565 | loss: 0.0312238 | val_loss: 0.0312251 | Time: 1997.49 ms
[2022-04-11 20:00:07 main:574] : INFO : Epoch 1566 | loss: 0.0312238 | val_loss: 0.0312249 | Time: 1971.94 ms
[2022-04-11 20:00:09 main:574] : INFO : Epoch 1567 | loss: 0.0312236 | val_loss: 0.0312226 | Time: 2021.67 ms
[2022-04-11 20:00:11 main:574] : INFO : Epoch 1568 | loss: 0.0312236 | val_loss: 0.0312228 | Time: 1987.16 ms
[2022-04-11 20:00:13 main:574] : INFO : Epoch 1569 | loss: 0.0312238 | val_loss: 0.0312253 | Time: 1997.62 ms
[2022-04-11 20:00:15 main:574] : INFO : Epoch 1570 | loss: 0.0312271 | val_loss: 0.0312229 | Time: 2120.67 ms
[2022-04-11 20:00:17 main:574] : INFO : Epoch 1571 | loss: 0.031227 | val_loss: 0.0312275 | Time: 1983.59 ms
[2022-04-11 20:00:19 main:574] : INFO : Epoch 1572 | loss: 0.0312234 | val_loss: 0.0312238 | Time: 1939.71 ms
[2022-04-11 20:00:21 main:574] : INFO : Epoch 1573 | loss: 0.031223 | val_loss: 0.0312228 | Time: 2017.91 ms
[2022-04-11 20:00:23 main:574] : INFO : Epoch 1574 | loss: 0.0312238 | val_loss: 0.0312229 | Time: 2020 ms
[2022-04-11 20:00:25 main:574] : INFO : Epoch 1575 | loss: 0.0312235 | val_loss: 0.0312238 | Time: 1983.37 ms
[2022-04-11 20:00:27 main:574] : INFO : Epoch 1576 | loss: 0.0312244 | val_loss: 0.0312218 | Time: 2138.88 ms
[2022-04-11 20:00:29 main:574] : INFO : Epoch 1577 | loss: 0.031223 | val_loss: 0.0312229 | Time: 1986.29 ms
[2022-04-11 20:00:31 main:574] : INFO : Epoch 1578 | loss: 0.0312244 | val_loss: 0.0312226 | Time: 1994.53 ms
[2022-04-11 20:00:33 main:574] : INFO : Epoch 1579 | loss: 0.0312238 | val_loss: 0.0312214 | Time: 2116.32 ms
[2022-04-11 20:00:35 main:574] : INFO : Epoch 1580 | loss: 0.0312234 | val_loss: 0.0312228 | Time: 2008.91 ms
[2022-04-11 20:00:37 main:574] : INFO : Epoch 1581 | loss: 0.0312244 | val_loss: 0.0312232 | Time: 1986.77 ms
[2022-04-11 20:00:39 main:574] : INFO : Epoch 1582 | loss: 0.0312234 | val_loss: 0.0312226 | Time: 1974.56 ms
[2022-04-11 20:00:41 main:574] : INFO : Epoch 1583 | loss: 0.0312236 | val_loss: 0.0312218 | Time: 1998.52 ms
[2022-04-11 20:00:43 main:574] : INFO : Epoch 1584 | loss: 0.0312238 | val_loss: 0.0312221 | Time: 2013.57 ms
[2022-04-11 20:00:45 main:574] : INFO : Epoch 1585 | loss: 0.0312239 | val_loss: 0.0312242 | Time: 1967.36 ms
[2022-04-11 20:00:47 main:574] : INFO : Epoch 1586 | loss: 0.0312236 | val_loss: 0.0312232 | Time: 2035.67 ms
[2022-04-11 20:00:49 main:574] : INFO : Epoch 1587 | loss: 0.0312233 | val_loss: 0.0312261 | Time: 1982 ms
[2022-04-11 20:00:51 main:574] : INFO : Epoch 1588 | loss: 0.0312248 | val_loss: 0.0312254 | Time: 2060.71 ms
[2022-04-11 20:00:53 main:574] : INFO : Epoch 1589 | loss: 0.0312261 | val_loss: 0.0312242 | Time: 1976.23 ms
[2022-04-11 20:00:55 main:574] : INFO : Epoch 1590 | loss: 0.0312256 | val_loss: 0.0312307 | Time: 1970.48 ms
[2022-04-11 20:00:57 main:574] : INFO : Epoch 1591 | loss: 0.0312263 | val_loss: 0.0312237 | Time: 2017.76 ms
[2022-04-11 20:00:59 main:574] : INFO : Epoch 1592 | loss: 0.0312249 | val_loss: 0.0312236 | Time: 1988.38 ms
[2022-04-11 20:01:01 main:574] : INFO : Epoch 1593 | loss: 0.0312245 | val_loss: 0.0312252 | Time: 2038.72 ms
[2022-04-11 20:01:03 main:574] : INFO : Epoch 1594 | loss: 0.0312248 | val_loss: 0.0312242 | Time: 1971.26 ms
[2022-04-11 20:01:05 main:574] : INFO : Epoch 1595 | loss: 0.0312241 | val_loss: 0.0312239 | Time: 1954.29 ms
[2022-04-11 20:01:07 main:574] : INFO : Epoch 1596 | loss: 0.0312243 | val_loss: 0.0312236 | Time: 2051.64 ms
[2022-04-11 20:01:09 main:574] : INFO : Epoch 1597 | loss: 0.0312243 | val_loss: 0.0312261 | Time: 1962.8 ms
[2022-04-11 20:01:12 main:574] : INFO : Epoch 1598 | loss: 0.0312241 | val_loss: 0.0312232 | Time: 2065.49 ms
[2022-04-11 20:01:14 main:574] : INFO : Epoch 1599 | loss: 0.0312248 | val_loss: 0.0312229 | Time: 2072.09 ms
[2022-04-11 20:01:16 main:574] : INFO : Epoch 1600 | loss: 0.0312237 | val_loss: 0.0312238 | Time: 2094.04 ms
[2022-04-11 20:01:18 main:574] : INFO : Epoch 1601 | loss: 0.0312239 | val_loss: 0.0312247 | Time: 2057.68 ms
[2022-04-11 20:01:20 main:574] : INFO : Epoch 1602 | loss: 0.031223 | val_loss: 0.0312235 | Time: 2002.21 ms
[2022-04-11 20:01:22 main:574] : INFO : Epoch 1603 | loss: 0.031224 | val_loss: 0.031223 | Time: 1972.46 ms
[2022-04-11 20:01:24 main:574] : INFO : Epoch 1604 | loss: 0.0312242 | val_loss: 0.0312232 | Time: 2147.91 ms
[2022-04-11 20:01:26 main:574] : INFO : Epoch 1605 | loss: 0.0312243 | val_loss: 0.0312256 | Time: 2029.44 ms
[2022-04-11 20:01:28 main:574] : INFO : Epoch 1606 | loss: 0.0312251 | val_loss: 0.031223 | Time: 2038.91 ms
[2022-04-11 20:01:30 main:574] : INFO : Epoch 1607 | loss: 0.0312237 | val_loss: 0.0312228 | Time: 2001.02 ms
[2022-04-11 20:01:32 main:574] : INFO : Epoch 1608 | loss: 0.0312228 | val_loss: 0.0312244 | Time: 1927.14 ms
[2022-04-11 20:01:34 main:574] : INFO : Epoch 1609 | loss: 0.031224 | val_loss: 0.0312231 | Time: 1999.61 ms
[2022-04-11 20:01:36 main:574] : INFO : Epoch 1610 | loss: 0.0312244 | val_loss: 0.0312228 | Time: 2042.84 ms
[2022-04-11 20:01:38 main:574] : INFO : Epoch 1611 | loss: 0.0312237 | val_loss: 0.0312233 | Time: 1980.64 ms
[2022-04-11 20:01:40 main:574] : INFO : Epoch 1612 | loss: 0.031224 | val_loss: 0.0312228 | Time: 1987.47 ms
[2022-04-11 20:01:42 main:574] : INFO : Epoch 1613 | loss: 0.0312233 | val_loss: 0.0312235 | Time: 1987.26 ms
[2022-04-11 20:01:44 main:574] : INFO : Epoch 1614 | loss: 0.0312245 | val_loss: 0.0312235 | Time: 2110.89 ms
[2022-04-11 20:01:46 main:574] : INFO : Epoch 1615 | loss: 0.0312239 | val_loss: 0.0312237 | Time: 1942.24 ms
[2022-04-11 20:01:48 main:574] : INFO : Epoch 1616 | loss: 0.0312238 | val_loss: 0.0312235 | Time: 2193.93 ms
[2022-04-11 20:01:50 main:574] : INFO : Epoch 1617 | loss: 0.0312273 | val_loss: 0.0312261 | Time: 2055.58 ms
[2022-04-11 20:01:52 main:574] : INFO : Epoch 1618 | loss: 0.0312267 | val_loss: 0.0312234 | Time: 2106.37 ms
[2022-04-11 20:01:54 main:574] : INFO : Epoch 1619 | loss: 0.0312256 | val_loss: 0.0312236 | Time: 1942.76 ms
[2022-04-11 20:01:56 main:574] : INFO : Epoch 1620 | loss: 0.0312248 | val_loss: 0.0312219 | Time: 2026.36 ms
[2022-04-11 20:01:58 main:574] : INFO : Epoch 1621 | loss: 0.0312237 | val_loss: 0.0312238 | Time: 2074.54 ms
[2022-04-11 20:02:01 main:574] : INFO : Epoch 1622 | loss: 0.031224 | val_loss: 0.0312233 | Time: 2032.03 ms
[2022-04-11 20:02:03 main:574] : INFO : Epoch 1623 | loss: 0.0312239 | val_loss: 0.0312233 | Time: 2016.56 ms
[2022-04-11 20:02:05 main:574] : INFO : Epoch 1624 | loss: 0.0312252 | val_loss: 0.0312238 | Time: 2035.26 ms
[2022-04-11 20:02:07 main:574] : INFO : Epoch 1625 | loss: 0.0312235 | val_loss: 0.0312255 | Time: 2070.79 ms
[2022-04-11 20:02:09 main:574] : INFO : Epoch 1626 | loss: 0.0312244 | val_loss: 0.0312219 | Time: 1983.24 ms
[2022-04-11 20:02:11 main:574] : INFO : Epoch 1627 | loss: 0.0312259 | val_loss: 0.0312241 | Time: 2102.2 ms
[2022-04-11 20:02:13 main:574] : INFO : Epoch 1628 | loss: 0.0312251 | val_loss: 0.0312229 | Time: 2084.47 ms
[2022-04-11 20:02:15 main:574] : INFO : Epoch 1629 | loss: 0.0312238 | val_loss: 0.0312239 | Time: 1943.08 ms
[2022-04-11 20:02:17 main:574] : INFO : Epoch 1630 | loss: 0.0312247 | val_loss: 0.0312242 | Time: 2100.32 ms
[2022-04-11 20:02:19 main:574] : INFO : Epoch 1631 | loss: 0.0312249 | val_loss: 0.0312233 | Time: 1999 ms
[2022-04-11 20:02:21 main:574] : INFO : Epoch 1632 | loss: 0.0312259 | val_loss: 0.0312237 | Time: 1957.92 ms
[2022-04-11 20:02:23 main:574] : INFO : Epoch 1633 | loss: 0.0312245 | val_loss: 0.0312235 | Time: 2053.61 ms
[2022-04-11 20:02:25 main:574] : INFO : Epoch 1634 | loss: 0.0312239 | val_loss: 0.0312228 | Time: 1986.29 ms
[2022-04-11 20:02:27 main:574] : INFO : Epoch 1635 | loss: 0.031224 | val_loss: 0.0312245 | Time: 2146.88 ms
[2022-04-11 20:02:29 main:574] : INFO : Epoch 1636 | loss: 0.0312242 | val_loss: 0.0312232 | Time: 2017.05 ms
[2022-04-11 20:02:31 main:574] : INFO : Epoch 1637 | loss: 0.0312239 | val_loss: 0.0312233 | Time: 1991.4 ms
[2022-04-11 20:02:33 main:574] : INFO : Epoch 1638 | loss: 0.0312244 | val_loss: 0.0312228 | Time: 2128.85 ms
[2022-04-11 20:02:35 main:574] : INFO : Epoch 1639 | loss: 0.0312244 | val_loss: 0.0312237 | Time: 2027.18 ms
[2022-04-11 20:02:37 main:574] : INFO : Epoch 1640 | loss: 0.0312251 | val_loss: 0.0312272 | Time: 1968.71 ms
[2022-04-11 20:02:39 main:574] : INFO : Epoch 1641 | loss: 0.031226 | val_loss: 0.0312259 | Time: 2000.63 ms
[2022-04-11 20:02:41 main:574] : INFO : Epoch 1642 | loss: 0.0312243 | val_loss: 0.031225 | Time: 2024.91 ms
[2022-04-11 20:02:43 main:574] : INFO : Epoch 1643 | loss: 0.0312252 | val_loss: 0.0312242 | Time: 2052.34 ms
[2022-04-11 20:02:45 main:574] : INFO : Epoch 1644 | loss: 0.0312251 | val_loss: 0.0312244 | Time: 2070.75 ms
[2022-04-11 20:02:47 main:574] : INFO : Epoch 1645 | loss: 0.0312244 | val_loss: 0.0312241 | Time: 1945.61 ms
[2022-04-11 20:02:49 main:574] : INFO : Epoch 1646 | loss: 0.0312245 | val_loss: 0.0312235 | Time: 2079.43 ms
[2022-04-11 20:02:51 main:574] : INFO : Epoch 1647 | loss: 0.0312253 | val_loss: 0.0312255 | Time: 1995.04 ms
[2022-04-11 20:02:53 main:574] : INFO : Epoch 1648 | loss: 0.0312241 | val_loss: 0.031223 | Time: 1983.6 ms
[2022-04-11 20:02:55 main:574] : INFO : Epoch 1649 | loss: 0.0312248 | val_loss: 0.0312247 | Time: 2005.4 ms
[2022-04-11 20:02:57 main:574] : INFO : Epoch 1650 | loss: 0.031225 | val_loss: 0.0312248 | Time: 2022.35 ms
[2022-04-11 20:02:59 main:574] : INFO : Epoch 1651 | loss: 0.0312249 | val_loss: 0.0312239 | Time: 1998.28 ms
[2022-04-11 20:03:01 main:574] : INFO : Epoch 1652 | loss: 0.0312265 | val_loss: 0.0312233 | Time: 1884.92 ms
[2022-04-11 20:03:03 main:574] : INFO : Epoch 1653 | loss: 0.0312265 | val_loss: 0.0312242 | Time: 2025.58 ms
[2022-04-11 20:03:05 main:574] : INFO : Epoch 1654 | loss: 0.0312253 | val_loss: 0.0312242 | Time: 2032.34 ms
[2022-04-11 20:03:07 main:574] : INFO : Epoch 1655 | loss: 0.0312259 | val_loss: 0.0312253 | Time: 1960.48 ms
[2022-04-11 20:03:09 main:574] : INFO : Epoch 1656 | loss: 0.0312248 | val_loss: 0.0312221 | Time: 2014.1 ms
[2022-04-11 20:03:11 main:574] : INFO : Epoch 1657 | loss: 0.0312246 | val_loss: 0.0312232 | Time: 1954.24 ms
[2022-04-11 20:03:13 main:574] : INFO : Epoch 1658 | loss: 0.0312245 | val_loss: 0.0312236 | Time: 1973.58 ms
[2022-04-11 20:03:15 main:574] : INFO : Epoch 1659 | loss: 0.0312253 | val_loss: 0.0312268 | Time: 2047.3 ms
[2022-04-11 20:03:17 main:574] : INFO : Epoch 1660 | loss: 0.0312256 | val_loss: 0.0312314 | Time: 1970.88 ms
[2022-04-11 20:03:19 main:574] : INFO : Epoch 1661 | loss: 0.0312272 | val_loss: 0.0312246 | Time: 1987.74 ms
[2022-04-11 20:03:21 main:574] : INFO : Epoch 1662 | loss: 0.0312279 | val_loss: 0.0312257 | Time: 2065.3 ms
[2022-04-11 20:03:24 main:574] : INFO : Epoch 1663 | loss: 0.031227 | val_loss: 0.0312262 | Time: 2087.58 ms
[2022-04-11 20:03:26 main:574] : INFO : Epoch 1664 | loss: 0.0312263 | val_loss: 0.0312221 | Time: 2095.18 ms
[2022-04-11 20:03:28 main:574] : INFO : Epoch 1665 | loss: 0.0312253 | val_loss: 0.0312253 | Time: 2052 ms
[2022-04-11 20:03:30 main:574] : INFO : Epoch 1666 | loss: 0.0312261 | val_loss: 0.0312268 | Time: 1943.51 ms
[2022-04-11 20:03:32 main:574] : INFO : Epoch 1667 | loss: 0.0312279 | val_loss: 0.0312218 | Time: 2140.56 ms
[2022-04-11 20:03:34 main:574] : INFO : Epoch 1668 | loss: 0.0312261 | val_loss: 0.031225 | Time: 2019.17 ms
[2022-04-11 20:03:36 main:574] : INFO : Epoch 1669 | loss: 0.0312254 | val_loss: 0.031227 | Time: 2093.7 ms
[2022-04-11 20:03:38 main:574] : INFO : Epoch 1670 | loss: 0.0312249 | val_loss: 0.0312227 | Time: 2049.84 ms
[2022-04-11 20:03:40 main:574] : INFO : Epoch 1671 | loss: 0.0312234 | val_loss: 0.0312217 | Time: 2012.32 ms
[2022-04-11 20:03:42 main:574] : INFO : Epoch 1672 | loss: 0.0312253 | val_loss: 0.0312236 | Time: 1985.71 ms
[2022-04-11 20:03:44 main:574] : INFO : Epoch 1673 | loss: 0.0312248 | val_loss: 0.0312227 | Time: 2181.98 ms
[2022-04-11 20:03:46 main:574] : INFO : Epoch 1674 | loss: 0.0312232 | val_loss: 0.0312226 | Time: 2074.05 ms
[2022-04-11 20:03:48 main:574] : INFO : Epoch 1675 | loss: 0.0312236 | val_loss: 0.0312248 | Time: 2034.83 ms
[2022-04-11 20:03:50 main:574] : INFO : Epoch 1676 | loss: 0.0312247 | val_loss: 0.0312225 | Time: 2145.36 ms
[2022-04-11 20:03:53 main:574] : INFO : Epoch 1677 | loss: 0.0312232 | val_loss: 0.0312238 | Time: 2122.16 ms
[2022-04-11 20:03:55 main:574] : INFO : Epoch 1678 | loss: 0.0312255 | val_loss: 0.0312231 | Time: 2178.35 ms
[2022-04-11 20:03:57 main:574] : INFO : Epoch 1679 | loss: 0.0312243 | val_loss: 0.0312243 | Time: 2136.26 ms
[2022-04-11 20:03:59 main:574] : INFO : Epoch 1680 | loss: 0.0312276 | val_loss: 0.0312324 | Time: 2156.14 ms
[2022-04-11 20:04:01 main:574] : INFO : Epoch 1681 | loss: 0.0312263 | val_loss: 0.0312233 | Time: 1963.69 ms
[2022-04-11 20:04:03 main:574] : INFO : Epoch 1682 | loss: 0.0312243 | val_loss: 0.031223 | Time: 2049.27 ms
[2022-04-11 20:04:05 main:574] : INFO : Epoch 1683 | loss: 0.0312237 | val_loss: 0.031222 | Time: 2085.91 ms
[2022-04-11 20:04:07 main:574] : INFO : Epoch 1684 | loss: 0.0312238 | val_loss: 0.0312222 | Time: 2237.41 ms
[2022-04-11 20:04:10 main:574] : INFO : Epoch 1685 | loss: 0.0312245 | val_loss: 0.0312215 | Time: 2084.46 ms
[2022-04-11 20:04:12 main:574] : INFO : Epoch 1686 | loss: 0.0312241 | val_loss: 0.0312221 | Time: 2119.04 ms
[2022-04-11 20:04:14 main:574] : INFO : Epoch 1687 | loss: 0.0312248 | val_loss: 0.0312233 | Time: 1927.5 ms
[2022-04-11 20:04:16 main:574] : INFO : Epoch 1688 | loss: 0.0312244 | val_loss: 0.0312238 | Time: 2033.91 ms
[2022-04-11 20:04:18 main:574] : INFO : Epoch 1689 | loss: 0.0312254 | val_loss: 0.0312266 | Time: 2050.28 ms
[2022-04-11 20:04:20 main:574] : INFO : Epoch 1690 | loss: 0.0312275 | val_loss: 0.0312237 | Time: 2095.68 ms
[2022-04-11 20:04:22 main:574] : INFO : Epoch 1691 | loss: 0.0312269 | val_loss: 0.0312293 | Time: 1910.02 ms
[2022-04-11 20:04:24 main:574] : INFO : Epoch 1692 | loss: 0.0312284 | val_loss: 0.0312247 | Time: 2074.57 ms
[2022-04-11 20:04:26 main:574] : INFO : Epoch 1693 | loss: 0.0312249 | val_loss: 0.0312228 | Time: 1958.19 ms
[2022-04-11 20:04:28 main:574] : INFO : Epoch 1694 | loss: 0.0312239 | val_loss: 0.0312223 | Time: 2017.74 ms
[2022-04-11 20:04:30 main:574] : INFO : Epoch 1695 | loss: 0.0312233 | val_loss: 0.0312218 | Time: 1975.03 ms
[2022-04-11 20:04:32 main:574] : INFO : Epoch 1696 | loss: 0.0312235 | val_loss: 0.0312244 | Time: 2089.44 ms
[2022-04-11 20:04:34 main:574] : INFO : Epoch 1697 | loss: 0.0312252 | val_loss: 0.0312248 | Time: 2024.31 ms
[2022-04-11 20:04:36 main:574] : INFO : Epoch 1698 | loss: 0.0312251 | val_loss: 0.0312268 | Time: 2020.5 ms
[2022-04-11 20:04:38 main:574] : INFO : Epoch 1699 | loss: 0.0312245 | val_loss: 0.0312222 | Time: 2048.15 ms
[2022-04-11 20:04:40 main:574] : INFO : Epoch 1700 | loss: 0.0312237 | val_loss: 0.0312219 | Time: 2013.87 ms
[2022-04-11 20:04:42 main:574] : INFO : Epoch 1701 | loss: 0.0312229 | val_loss: 0.0312231 | Time: 2025.23 ms
[2022-04-11 20:04:44 main:574] : INFO : Epoch 1702 | loss: 0.0312238 | val_loss: 0.0312225 | Time: 2076.84 ms
[2022-04-11 20:04:46 main:574] : INFO : Epoch 1703 | loss: 0.0312237 | val_loss: 0.0312234 | Time: 2045.81 ms
[2022-04-11 20:04:48 main:574] : INFO : Epoch 1704 | loss: 0.0312239 | val_loss: 0.0312224 | Time: 1961.66 ms
[2022-04-11 20:04:50 main:574] : INFO : Epoch 1705 | loss: 0.0312237 | val_loss: 0.0312228 | Time: 2009.07 ms
[2022-04-11 20:04:52 main:574] : INFO : Epoch 1706 | loss: 0.0312233 | val_loss: 0.0312242 | Time: 2043 ms
[2022-04-11 20:04:54 main:574] : INFO : Epoch 1707 | loss: 0.0312247 | val_loss: 0.0312259 | Time: 1942.24 ms
[2022-04-11 20:04:56 main:574] : INFO : Epoch 1708 | loss: 0.0312228 | val_loss: 0.031222 | Time: 1957.84 ms
[2022-04-11 20:04:58 main:574] : INFO : Epoch 1709 | loss: 0.0312243 | val_loss: 0.0312248 | Time: 1991.38 ms
[2022-04-11 20:05:00 main:574] : INFO : Epoch 1710 | loss: 0.031224 | val_loss: 0.0312229 | Time: 2005.33 ms
[2022-04-11 20:05:02 main:574] : INFO : Epoch 1711 | loss: 0.0312235 | val_loss: 0.0312226 | Time: 2033.51 ms
[2022-04-11 20:05:04 main:574] : INFO : Epoch 1712 | loss: 0.0312233 | val_loss: 0.0312221 | Time: 1912.98 ms
[2022-04-11 20:05:06 main:574] : INFO : Epoch 1713 | loss: 0.0312228 | val_loss: 0.0312231 | Time: 2114.43 ms
[2022-04-11 20:05:08 main:574] : INFO : Epoch 1714 | loss: 0.0312227 | val_loss: 0.031222 | Time: 1990.4 ms
[2022-04-11 20:05:10 main:574] : INFO : Epoch 1715 | loss: 0.0312235 | val_loss: 0.0312224 | Time: 1992.04 ms
[2022-04-11 20:05:12 main:574] : INFO : Epoch 1716 | loss: 0.0312233 | val_loss: 0.031221 | Time: 2137.01 ms
[2022-04-11 20:05:15 main:574] : INFO : Epoch 1717 | loss: 0.0312235 | val_loss: 0.0312226 | Time: 2249.12 ms
[2022-04-11 20:05:17 main:574] : INFO : Epoch 1718 | loss: 0.0312251 | val_loss: 0.0312231 | Time: 2056.51 ms
[2022-04-11 20:05:19 main:574] : INFO : Epoch 1719 | loss: 0.0312267 | val_loss: 0.0312224 | Time: 2150.24 ms
[2022-04-11 20:05:21 main:574] : INFO : Epoch 1720 | loss: 0.0312248 | val_loss: 0.0312226 | Time: 2062.93 ms
[2022-04-11 20:05:23 main:574] : INFO : Epoch 1721 | loss: 0.0312242 | val_loss: 0.0312233 | Time: 2033.23 ms
[2022-04-11 20:05:25 main:574] : INFO : Epoch 1722 | loss: 0.031224 | val_loss: 0.0312227 | Time: 1982.03 ms
[2022-04-11 20:05:27 main:574] : INFO : Epoch 1723 | loss: 0.0312246 | val_loss: 0.031222 | Time: 2119.19 ms
[2022-04-11 20:05:29 main:574] : INFO : Epoch 1724 | loss: 0.0312235 | val_loss: 0.0312225 | Time: 2049.8 ms
[2022-04-11 20:05:31 main:574] : INFO : Epoch 1725 | loss: 0.0312232 | val_loss: 0.031222 | Time: 2177.77 ms
[2022-04-11 20:05:33 main:574] : INFO : Epoch 1726 | loss: 0.0312232 | val_loss: 0.0312222 | Time: 2080 ms
[2022-04-11 20:05:35 main:574] : INFO : Epoch 1727 | loss: 0.0312232 | val_loss: 0.0312219 | Time: 2185.28 ms
[2022-04-11 20:05:37 main:574] : INFO : Epoch 1728 | loss: 0.0312249 | val_loss: 0.0312262 | Time: 1958.56 ms
[2022-04-11 20:05:40 main:574] : INFO : Epoch 1729 | loss: 0.031225 | val_loss: 0.0312241 | Time: 2077.78 ms
[2022-04-11 20:05:42 main:574] : INFO : Epoch 1730 | loss: 0.0312244 | val_loss: 0.0312224 | Time: 2131.33 ms
[2022-04-11 20:05:44 main:574] : INFO : Epoch 1731 | loss: 0.0312247 | val_loss: 0.0312232 | Time: 1985.07 ms
[2022-04-11 20:05:46 main:574] : INFO : Epoch 1732 | loss: 0.0312251 | val_loss: 0.0312221 | Time: 2007.64 ms
[2022-04-11 20:05:48 main:574] : INFO : Epoch 1733 | loss: 0.0312249 | val_loss: 0.0312256 | Time: 2039.39 ms
[2022-04-11 20:05:50 main:574] : INFO : Epoch 1734 | loss: 0.0312257 | val_loss: 0.0312221 | Time: 2161.41 ms
[2022-04-11 20:05:52 main:574] : INFO : Epoch 1735 | loss: 0.0312254 | val_loss: 0.0312221 | Time: 2054.84 ms
[2022-04-11 20:05:54 main:574] : INFO : Epoch 1736 | loss: 0.0312245 | val_loss: 0.0312228 | Time: 2026.47 ms
[2022-04-11 20:05:56 main:574] : INFO : Epoch 1737 | loss: 0.0312253 | val_loss: 0.0312245 | Time: 1991.72 ms
[2022-04-11 20:05:58 main:574] : INFO : Epoch 1738 | loss: 0.0312302 | val_loss: 0.0312278 | Time: 2096.57 ms
[2022-04-11 20:06:00 main:574] : INFO : Epoch 1739 | loss: 0.0312275 | val_loss: 0.0312225 | Time: 2106.01 ms
[2022-04-11 20:06:02 main:574] : INFO : Epoch 1740 | loss: 0.0312254 | val_loss: 0.031222 | Time: 2047.68 ms
[2022-04-11 20:06:04 main:574] : INFO : Epoch 1741 | loss: 0.0312247 | val_loss: 0.0312239 | Time: 2120.9 ms
[2022-04-11 20:06:06 main:574] : INFO : Epoch 1742 | loss: 0.0312251 | val_loss: 0.0312213 | Time: 1988.84 ms
[2022-04-11 20:06:08 main:574] : INFO : Epoch 1743 | loss: 0.0312246 | val_loss: 0.0312223 | Time: 2056.35 ms
[2022-04-11 20:06:10 main:574] : INFO : Epoch 1744 | loss: 0.0312237 | val_loss: 0.0312226 | Time: 2031.26 ms
[2022-04-11 20:06:13 main:574] : INFO : Epoch 1745 | loss: 0.0312249 | val_loss: 0.0312223 | Time: 2079.9 ms
[2022-04-11 20:06:15 main:574] : INFO : Epoch 1746 | loss: 0.0312248 | val_loss: 0.0312219 | Time: 2283.42 ms
[2022-04-11 20:06:17 main:574] : INFO : Epoch 1747 | loss: 0.0312247 | val_loss: 0.0312252 | Time: 2257.53 ms
[2022-04-11 20:06:19 main:574] : INFO : Epoch 1748 | loss: 0.0312253 | val_loss: 0.0312222 | Time: 2216.49 ms
[2022-04-11 20:06:21 main:574] : INFO : Epoch 1749 | loss: 0.0312243 | val_loss: 0.0312217 | Time: 1987.43 ms
[2022-04-11 20:06:24 main:574] : INFO : Epoch 1750 | loss: 0.0312232 | val_loss: 0.031223 | Time: 2197.37 ms
[2022-04-11 20:06:26 main:574] : INFO : Epoch 1751 | loss: 0.031226 | val_loss: 0.0312221 | Time: 2129.73 ms
[2022-04-11 20:06:28 main:574] : INFO : Epoch 1752 | loss: 0.0312257 | val_loss: 0.0312228 | Time: 2104.46 ms
[2022-04-11 20:06:30 main:574] : INFO : Epoch 1753 | loss: 0.0312247 | val_loss: 0.0312231 | Time: 2132.88 ms
[2022-04-11 20:06:32 main:574] : INFO : Epoch 1754 | loss: 0.0312246 | val_loss: 0.0312221 | Time: 2023 ms
[2022-04-11 20:06:34 main:574] : INFO : Epoch 1755 | loss: 0.0312268 | val_loss: 0.0312224 | Time: 2215.58 ms
[2022-04-11 20:06:36 main:574] : INFO : Epoch 1756 | loss: 0.0312269 | val_loss: 0.0312248 | Time: 1976.56 ms
[2022-04-11 20:06:38 main:574] : INFO : Epoch 1757 | loss: 0.0312256 | val_loss: 0.0312232 | Time: 2105.46 ms
[2022-04-11 20:06:40 main:574] : INFO : Epoch 1758 | loss: 0.0312247 | val_loss: 0.0312249 | Time: 2045.68 ms
[2022-04-11 20:06:42 main:574] : INFO : Epoch 1759 | loss: 0.0312258 | val_loss: 0.0312224 | Time: 2039.18 ms
[2022-04-11 20:06:44 main:574] : INFO : Epoch 1760 | loss: 0.0312244 | val_loss: 0.0312214 | Time: 1976.03 ms
[2022-04-11 20:06:46 main:574] : INFO : Epoch 1761 | loss: 0.0312251 | val_loss: 0.0312246 | Time: 2079.67 ms
[2022-04-11 20:06:48 main:574] : INFO : Epoch 1762 | loss: 0.0312246 | val_loss: 0.0312227 | Time: 2000.97 ms
[2022-04-11 20:06:50 main:574] : INFO : Epoch 1763 | loss: 0.0312246 | val_loss: 0.0312211 | Time: 1984.48 ms
[2022-04-11 20:06:52 main:574] : INFO : Epoch 1764 | loss: 0.031224 | val_loss: 0.0312211 | Time: 1977.2 ms
[2022-04-11 20:06:55 main:574] : INFO : Epoch 1765 | loss: 0.031225 | val_loss: 0.0312237 | Time: 2117.9 ms
[2022-04-11 20:06:57 main:574] : INFO : Epoch 1766 | loss: 0.031224 | val_loss: 0.0312329 | Time: 2014.62 ms
[2022-04-11 20:06:59 main:574] : INFO : Epoch 1767 | loss: 0.0312265 | val_loss: 0.0312225 | Time: 2026.24 ms
[2022-04-11 20:07:01 main:574] : INFO : Epoch 1768 | loss: 0.0312243 | val_loss: 0.0312237 | Time: 1983.88 ms
[2022-04-11 20:07:03 main:574] : INFO : Epoch 1769 | loss: 0.031226 | val_loss: 0.0312226 | Time: 2116.48 ms
[2022-04-11 20:07:05 main:574] : INFO : Epoch 1770 | loss: 0.0312269 | val_loss: 0.0312271 | Time: 2000.17 ms
[2022-04-11 20:07:07 main:574] : INFO : Epoch 1771 | loss: 0.0312288 | val_loss: 0.0312306 | Time: 1924.59 ms
[2022-04-11 20:07:09 main:574] : INFO : Epoch 1772 | loss: 0.0312265 | val_loss: 0.0312226 | Time: 2026.79 ms
[2022-04-11 20:07:11 main:574] : INFO : Epoch 1773 | loss: 0.0312239 | val_loss: 0.0312231 | Time: 1973.85 ms
[2022-04-11 20:07:13 main:574] : INFO : Epoch 1774 | loss: 0.0312239 | val_loss: 0.0312233 | Time: 2046.3 ms
[2022-04-11 20:07:15 main:574] : INFO : Epoch 1775 | loss: 0.0312249 | val_loss: 0.0312217 | Time: 2115.8 ms
[2022-04-11 20:07:17 main:574] : INFO : Epoch 1776 | loss: 0.0312246 | val_loss: 0.0312228 | Time: 2204.28 ms
[2022-04-11 20:07:19 main:574] : INFO : Epoch 1777 | loss: 0.0312246 | val_loss: 0.0312221 | Time: 2005.69 ms
[2022-04-11 20:07:21 main:574] : INFO : Epoch 1778 | loss: 0.0312236 | val_loss: 0.0312215 | Time: 1987.78 ms
[2022-04-11 20:07:23 main:574] : INFO : Epoch 1779 | loss: 0.0312237 | val_loss: 0.0312225 | Time: 2045.87 ms
[2022-04-11 20:07:25 main:574] : INFO : Epoch 1780 | loss: 0.0312237 | val_loss: 0.0312236 | Time: 2043.33 ms
[2022-04-11 20:07:27 main:574] : INFO : Epoch 1781 | loss: 0.031224 | val_loss: 0.0312219 | Time: 1980.03 ms
[2022-04-11 20:07:29 main:574] : INFO : Epoch 1782 | loss: 0.0312242 | val_loss: 0.0312233 | Time: 2133.27 ms
[2022-04-11 20:07:31 main:574] : INFO : Epoch 1783 | loss: 0.031225 | val_loss: 0.0312251 | Time: 2035.83 ms
[2022-04-11 20:07:33 main:574] : INFO : Epoch 1784 | loss: 0.0312248 | val_loss: 0.0312219 | Time: 1986.64 ms
[2022-04-11 20:07:35 main:574] : INFO : Epoch 1785 | loss: 0.0312245 | val_loss: 0.0312229 | Time: 2013.71 ms
[2022-04-11 20:07:37 main:574] : INFO : Epoch 1786 | loss: 0.031225 | val_loss: 0.0312214 | Time: 1987.67 ms
[2022-04-11 20:07:39 main:574] : INFO : Epoch 1787 | loss: 0.0312239 | val_loss: 0.0312229 | Time: 1942.85 ms
[2022-04-11 20:07:41 main:574] : INFO : Epoch 1788 | loss: 0.0312246 | val_loss: 0.0312231 | Time: 1985.45 ms
[2022-04-11 20:07:43 main:574] : INFO : Epoch 1789 | loss: 0.0312249 | val_loss: 0.0312219 | Time: 1956.19 ms
[2022-04-11 20:07:45 main:574] : INFO : Epoch 1790 | loss: 0.0312259 | val_loss: 0.0312219 | Time: 2022 ms
[2022-04-11 20:07:47 main:574] : INFO : Epoch 1791 | loss: 0.031224 | val_loss: 0.0312224 | Time: 2048.12 ms
[2022-04-11 20:07:49 main:574] : INFO : Epoch 1792 | loss: 0.0312243 | val_loss: 0.031222 | Time: 2035.01 ms
[2022-04-11 20:07:51 main:574] : INFO : Epoch 1793 | loss: 0.0312241 | val_loss: 0.0312221 | Time: 1973.9 ms
[2022-04-11 20:07:53 main:574] : INFO : Epoch 1794 | loss: 0.0312239 | val_loss: 0.0312217 | Time: 1970.92 ms
[2022-04-11 20:07:55 main:574] : INFO : Epoch 1795 | loss: 0.0312252 | val_loss: 0.031224 | Time: 2011.8 ms
[2022-04-11 20:07:57 main:574] : INFO : Epoch 1796 | loss: 0.0312271 | val_loss: 0.0312232 | Time: 2096.83 ms
[2022-04-11 20:07:59 main:574] : INFO : Epoch 1797 | loss: 0.0312247 | val_loss: 0.0312227 | Time: 2100.4 ms
[2022-04-11 20:08:01 main:574] : INFO : Epoch 1798 | loss: 0.0312239 | val_loss: 0.0312214 | Time: 1939.41 ms
[2022-04-11 20:08:03 main:574] : INFO : Epoch 1799 | loss: 0.0312237 | val_loss: 0.0312228 | Time: 2027.79 ms
[2022-04-11 20:08:06 main:574] : INFO : Epoch 1800 | loss: 0.0312254 | val_loss: 0.0312258 | Time: 2031.06 ms
[2022-04-11 20:08:07 main:574] : INFO : Epoch 1801 | loss: 0.0312255 | val_loss: 0.0312246 | Time: 1983.9 ms
[2022-04-11 20:08:10 main:574] : INFO : Epoch 1802 | loss: 0.0312255 | val_loss: 0.0312292 | Time: 2064.44 ms
[2022-04-11 20:08:12 main:574] : INFO : Epoch 1803 | loss: 0.0312282 | val_loss: 0.0312255 | Time: 1956.58 ms
[2022-04-11 20:08:14 main:574] : INFO : Epoch 1804 | loss: 0.0312423 | val_loss: 0.0312275 | Time: 2094.84 ms
[2022-04-11 20:08:16 main:574] : INFO : Epoch 1805 | loss: 0.0353151 | val_loss: 0.0328294 | Time: 2046.93 ms
[2022-04-11 20:08:18 main:574] : INFO : Epoch 1806 | loss: 0.0322564 | val_loss: 0.0317354 | Time: 1973.45 ms
[2022-04-11 20:08:20 main:574] : INFO : Epoch 1807 | loss: 0.0314096 | val_loss: 0.0312901 | Time: 2026.52 ms
[2022-04-11 20:08:22 main:574] : INFO : Epoch 1808 | loss: 0.0312609 | val_loss: 0.0312306 | Time: 2063.7 ms
[2022-04-11 20:08:24 main:574] : INFO : Epoch 1809 | loss: 0.031233 | val_loss: 0.0312272 | Time: 2046.12 ms
[2022-04-11 20:08:26 main:574] : INFO : Epoch 1810 | loss: 0.0312279 | val_loss: 0.0312284 | Time: 1975.15 ms
[2022-04-11 20:08:28 main:574] : INFO : Epoch 1811 | loss: 0.031228 | val_loss: 0.0312266 | Time: 1997.68 ms
[2022-04-11 20:08:30 main:574] : INFO : Epoch 1812 | loss: 0.0312273 | val_loss: 0.031226 | Time: 1970.51 ms
[2022-04-11 20:08:32 main:574] : INFO : Epoch 1813 | loss: 0.031226 | val_loss: 0.031224 | Time: 2097.09 ms
[2022-04-11 20:08:34 main:574] : INFO : Epoch 1814 | loss: 0.0312257 | val_loss: 0.0312231 | Time: 2038.97 ms
[2022-04-11 20:08:36 main:574] : INFO : Epoch 1815 | loss: 0.0312251 | val_loss: 0.0312237 | Time: 2002.93 ms
[2022-04-11 20:08:38 main:574] : INFO : Epoch 1816 | loss: 0.0312252 | val_loss: 0.0312236 | Time: 2090.27 ms
[2022-04-11 20:08:40 main:574] : INFO : Epoch 1817 | loss: 0.0312266 | val_loss: 0.0312263 | Time: 1943.06 ms
[2022-04-11 20:08:42 main:574] : INFO : Epoch 1818 | loss: 0.031227 | val_loss: 0.0312229 | Time: 1983.79 ms
[2022-04-11 20:08:44 main:574] : INFO : Epoch 1819 | loss: 0.0312265 | val_loss: 0.0312264 | Time: 1935.32 ms
[2022-04-11 20:08:46 main:574] : INFO : Epoch 1820 | loss: 0.0312277 | val_loss: 0.0312237 | Time: 2109.13 ms
[2022-04-11 20:08:48 main:574] : INFO : Epoch 1821 | loss: 0.0312262 | val_loss: 0.0312234 | Time: 2065.78 ms
[2022-04-11 20:08:50 main:574] : INFO : Epoch 1822 | loss: 0.0312246 | val_loss: 0.0312243 | Time: 2019.62 ms
[2022-04-11 20:08:52 main:574] : INFO : Epoch 1823 | loss: 0.0312249 | val_loss: 0.0312239 | Time: 2099.5 ms
[2022-04-11 20:08:54 main:574] : INFO : Epoch 1824 | loss: 0.0312246 | val_loss: 0.0312239 | Time: 2227.26 ms
[2022-04-11 20:08:57 main:574] : INFO : Epoch 1825 | loss: 0.0312261 | val_loss: 0.0312247 | Time: 2045.59 ms
[2022-04-11 20:08:59 main:574] : INFO : Epoch 1826 | loss: 0.0312246 | val_loss: 0.0312238 | Time: 2058.72 ms
[2022-04-11 20:09:01 main:574] : INFO : Epoch 1827 | loss: 0.0312259 | val_loss: 0.0312246 | Time: 2130.27 ms
[2022-04-11 20:09:03 main:574] : INFO : Epoch 1828 | loss: 0.0312258 | val_loss: 0.0312245 | Time: 2116.84 ms
[2022-04-11 20:09:05 main:574] : INFO : Epoch 1829 | loss: 0.0312259 | val_loss: 0.0312225 | Time: 2025.43 ms
[2022-04-11 20:09:07 main:574] : INFO : Epoch 1830 | loss: 0.0312258 | val_loss: 0.0312276 | Time: 2162.25 ms
[2022-04-11 20:09:09 main:574] : INFO : Epoch 1831 | loss: 0.0312266 | val_loss: 0.0312254 | Time: 2049.83 ms
[2022-04-11 20:09:11 main:574] : INFO : Epoch 1832 | loss: 0.0312253 | val_loss: 0.0312226 | Time: 2145.03 ms
[2022-04-11 20:09:13 main:574] : INFO : Epoch 1833 | loss: 0.0312249 | val_loss: 0.0312239 | Time: 2022.37 ms
[2022-04-11 20:09:15 main:574] : INFO : Epoch 1834 | loss: 0.0312258 | val_loss: 0.0312227 | Time: 1971.82 ms
[2022-04-11 20:09:17 main:574] : INFO : Epoch 1835 | loss: 0.0312253 | val_loss: 0.0312227 | Time: 2053.38 ms
[2022-04-11 20:09:19 main:574] : INFO : Epoch 1836 | loss: 0.0312245 | val_loss: 0.0312226 | Time: 2017.76 ms
[2022-04-11 20:09:21 main:574] : INFO : Epoch 1837 | loss: 0.0312248 | val_loss: 0.0312232 | Time: 2002.61 ms
[2022-04-11 20:09:23 main:574] : INFO : Epoch 1838 | loss: 0.0312245 | val_loss: 0.0312228 | Time: 1901.79 ms
[2022-04-11 20:09:25 main:574] : INFO : Epoch 1839 | loss: 0.0312249 | val_loss: 0.031223 | Time: 2048.93 ms
[2022-04-11 20:09:27 main:574] : INFO : Epoch 1840 | loss: 0.0312248 | val_loss: 0.031224 | Time: 2063.97 ms
[2022-04-11 20:09:29 main:574] : INFO : Epoch 1841 | loss: 0.0312248 | val_loss: 0.0312256 | Time: 2033.77 ms
[2022-04-11 20:09:31 main:574] : INFO : Epoch 1842 | loss: 0.0312252 | val_loss: 0.0312237 | Time: 2082.01 ms
[2022-04-11 20:09:34 main:574] : INFO : Epoch 1843 | loss: 0.0312249 | val_loss: 0.0312253 | Time: 2049.05 ms
[2022-04-11 20:09:36 main:574] : INFO : Epoch 1844 | loss: 0.0312243 | val_loss: 0.0312224 | Time: 1963.41 ms
[2022-04-11 20:09:38 main:574] : INFO : Epoch 1845 | loss: 0.0312243 | val_loss: 0.031223 | Time: 1982.63 ms
[2022-04-11 20:09:39 main:574] : INFO : Epoch 1846 | loss: 0.0312253 | val_loss: 0.031225 | Time: 1959.75 ms
[2022-04-11 20:09:42 main:574] : INFO : Epoch 1847 | loss: 0.0312249 | val_loss: 0.031223 | Time: 2043.88 ms
[2022-04-11 20:09:44 main:574] : INFO : Epoch 1848 | loss: 0.0312246 | val_loss: 0.0312228 | Time: 2015.42 ms
[2022-04-11 20:09:45 main:574] : INFO : Epoch 1849 | loss: 0.0312246 | val_loss: 0.0312236 | Time: 1943.9 ms
[2022-04-11 20:09:48 main:574] : INFO : Epoch 1850 | loss: 0.031225 | val_loss: 0.0312244 | Time: 2148.25 ms
[2022-04-11 20:09:50 main:574] : INFO : Epoch 1851 | loss: 0.0312246 | val_loss: 0.0312237 | Time: 2149.75 ms
[2022-04-11 20:09:52 main:574] : INFO : Epoch 1852 | loss: 0.0312247 | val_loss: 0.0312252 | Time: 1935.27 ms
[2022-04-11 20:09:54 main:574] : INFO : Epoch 1853 | loss: 0.0312257 | val_loss: 0.0312228 | Time: 1954.97 ms
[2022-04-11 20:09:56 main:574] : INFO : Epoch 1854 | loss: 0.0312247 | val_loss: 0.0312237 | Time: 2027.79 ms
[2022-04-11 20:09:58 main:574] : INFO : Epoch 1855 | loss: 0.0312255 | val_loss: 0.0312223 | Time: 1999.16 ms
[2022-04-11 20:10:00 main:574] : INFO : Epoch 1856 | loss: 0.0312246 | val_loss: 0.0312223 | Time: 1954.63 ms
[2022-04-11 20:10:02 main:574] : INFO : Epoch 1857 | loss: 0.031227 | val_loss: 0.0312248 | Time: 2060.88 ms
[2022-04-11 20:10:04 main:574] : INFO : Epoch 1858 | loss: 0.0312257 | val_loss: 0.0312254 | Time: 1981.23 ms
[2022-04-11 20:10:06 main:574] : INFO : Epoch 1859 | loss: 0.0312249 | val_loss: 0.0312241 | Time: 1926 ms
[2022-04-11 20:10:08 main:574] : INFO : Epoch 1860 | loss: 0.0312256 | val_loss: 0.031229 | Time: 2119.27 ms
[2022-04-11 20:10:10 main:574] : INFO : Epoch 1861 | loss: 0.0312254 | val_loss: 0.0312294 | Time: 1947.56 ms
[2022-04-11 20:10:12 main:574] : INFO : Epoch 1862 | loss: 0.0312257 | val_loss: 0.0312274 | Time: 1995.14 ms
[2022-04-11 20:10:14 main:574] : INFO : Epoch 1863 | loss: 0.0312239 | val_loss: 0.0312224 | Time: 2041.11 ms
[2022-04-11 20:10:16 main:574] : INFO : Epoch 1864 | loss: 0.0312248 | val_loss: 0.0312245 | Time: 1912.98 ms
[2022-04-11 20:10:18 main:574] : INFO : Epoch 1865 | loss: 0.0312242 | val_loss: 0.031222 | Time: 2008.3 ms
[2022-04-11 20:10:20 main:574] : INFO : Epoch 1866 | loss: 0.0312242 | val_loss: 0.0312259 | Time: 2039.72 ms
[2022-04-11 20:10:22 main:574] : INFO : Epoch 1867 | loss: 0.0312261 | val_loss: 0.0312236 | Time: 1961.46 ms
[2022-04-11 20:10:24 main:574] : INFO : Epoch 1868 | loss: 0.0312244 | val_loss: 0.0312226 | Time: 2036.8 ms
[2022-04-11 20:10:26 main:574] : INFO : Epoch 1869 | loss: 0.0312247 | val_loss: 0.0312231 | Time: 2075.88 ms
[2022-04-11 20:10:28 main:574] : INFO : Epoch 1870 | loss: 0.0312245 | val_loss: 0.0312232 | Time: 2076.99 ms
[2022-04-11 20:10:30 main:574] : INFO : Epoch 1871 | loss: 0.0312245 | val_loss: 0.0312221 | Time: 2003.38 ms
[2022-04-11 20:10:32 main:574] : INFO : Epoch 1872 | loss: 0.0312256 | val_loss: 0.0312233 | Time: 2066.59 ms
[2022-04-11 20:10:34 main:574] : INFO : Epoch 1873 | loss: 0.0312247 | val_loss: 0.0312242 | Time: 1995.69 ms
[2022-04-11 20:10:36 main:574] : INFO : Epoch 1874 | loss: 0.0312252 | val_loss: 0.0312236 | Time: 2019.73 ms
[2022-04-11 20:10:38 main:574] : INFO : Epoch 1875 | loss: 0.031224 | val_loss: 0.0312224 | Time: 2068.34 ms
[2022-04-11 20:10:40 main:574] : INFO : Epoch 1876 | loss: 0.0312254 | val_loss: 0.031224 | Time: 2045.96 ms
[2022-04-11 20:10:42 main:574] : INFO : Epoch 1877 | loss: 0.0312265 | val_loss: 0.0312238 | Time: 2150.73 ms
[2022-04-11 20:10:44 main:574] : INFO : Epoch 1878 | loss: 0.0312273 | val_loss: 0.0312222 | Time: 2074.69 ms
[2022-04-11 20:10:46 main:574] : INFO : Epoch 1879 | loss: 0.0312244 | val_loss: 0.0312271 | Time: 2029.21 ms
[2022-04-11 20:10:48 main:574] : INFO : Epoch 1880 | loss: 0.0312261 | val_loss: 0.0312238 | Time: 2030.05 ms
[2022-04-11 20:10:51 main:574] : INFO : Epoch 1881 | loss: 0.0312244 | val_loss: 0.0312224 | Time: 2046.4 ms
[2022-04-11 20:10:53 main:574] : INFO : Epoch 1882 | loss: 0.0312262 | val_loss: 0.0312259 | Time: 2023.4 ms
[2022-04-11 20:10:55 main:574] : INFO : Epoch 1883 | loss: 0.0312269 | val_loss: 0.0312257 | Time: 2091.77 ms
[2022-04-11 20:10:57 main:574] : INFO : Epoch 1884 | loss: 0.0312272 | val_loss: 0.0312241 | Time: 2107.96 ms
[2022-04-11 20:10:59 main:574] : INFO : Epoch 1885 | loss: 0.0312264 | val_loss: 0.031229 | Time: 2002.87 ms
[2022-04-11 20:11:01 main:574] : INFO : Epoch 1886 | loss: 0.0312261 | val_loss: 0.031228 | Time: 1971.2 ms
[2022-04-11 20:11:03 main:574] : INFO : Epoch 1887 | loss: 0.0312265 | val_loss: 0.0312248 | Time: 2066.89 ms
[2022-04-11 20:11:05 main:574] : INFO : Epoch 1888 | loss: 0.0312252 | val_loss: 0.0312216 | Time: 1908.53 ms
[2022-04-11 20:11:07 main:574] : INFO : Epoch 1889 | loss: 0.0312252 | val_loss: 0.0312219 | Time: 1907.63 ms
[2022-04-11 20:11:09 main:574] : INFO : Epoch 1890 | loss: 0.0312245 | val_loss: 0.0312223 | Time: 2104.2 ms
[2022-04-11 20:11:11 main:574] : INFO : Epoch 1891 | loss: 0.031224 | val_loss: 0.0312228 | Time: 1890 ms
[2022-04-11 20:11:13 main:574] : INFO : Epoch 1892 | loss: 0.0312255 | val_loss: 0.0312243 | Time: 2024.01 ms
[2022-04-11 20:11:15 main:574] : INFO : Epoch 1893 | loss: 0.0312262 | val_loss: 0.0312267 | Time: 1979.55 ms
[2022-04-11 20:11:17 main:574] : INFO : Epoch 1894 | loss: 0.0312268 | val_loss: 0.0312337 | Time: 2112.79 ms
[2022-04-11 20:11:19 main:574] : INFO : Epoch 1895 | loss: 0.0312272 | val_loss: 0.0312217 | Time: 2008.81 ms
[2022-04-11 20:11:21 main:574] : INFO : Epoch 1896 | loss: 0.0312247 | val_loss: 0.0312234 | Time: 2095.6 ms
[2022-04-11 20:11:23 main:574] : INFO : Epoch 1897 | loss: 0.0312258 | val_loss: 0.0312223 | Time: 2091.8 ms
[2022-04-11 20:11:25 main:574] : INFO : Epoch 1898 | loss: 0.0312248 | val_loss: 0.0312226 | Time: 2271.52 ms
[2022-04-11 20:11:27 main:574] : INFO : Epoch 1899 | loss: 0.0312251 | val_loss: 0.0312217 | Time: 2094.56 ms
[2022-04-11 20:11:29 main:574] : INFO : Epoch 1900 | loss: 0.0312264 | val_loss: 0.0312263 | Time: 2059.2 ms
[2022-04-11 20:11:31 main:574] : INFO : Epoch 1901 | loss: 0.0312279 | val_loss: 0.0312209 | Time: 2009.2 ms
[2022-04-11 20:11:34 main:574] : INFO : Epoch 1902 | loss: 0.0312242 | val_loss: 0.0312221 | Time: 2053.26 ms
[2022-04-11 20:11:36 main:574] : INFO : Epoch 1903 | loss: 0.0312241 | val_loss: 0.0312229 | Time: 2026.72 ms
[2022-04-11 20:11:38 main:574] : INFO : Epoch 1904 | loss: 0.0312239 | val_loss: 0.0312224 | Time: 2127.34 ms
[2022-04-11 20:11:40 main:574] : INFO : Epoch 1905 | loss: 0.0312242 | val_loss: 0.0312272 | Time: 2073.66 ms
[2022-04-11 20:11:42 main:574] : INFO : Epoch 1906 | loss: 0.0312262 | val_loss: 0.0312241 | Time: 2131.11 ms
[2022-04-11 20:11:44 main:574] : INFO : Epoch 1907 | loss: 0.031226 | val_loss: 0.0312276 | Time: 2079.8 ms
[2022-04-11 20:11:46 main:574] : INFO : Epoch 1908 | loss: 0.0312305 | val_loss: 0.0312249 | Time: 1946.39 ms
[2022-04-11 20:11:48 main:574] : INFO : Epoch 1909 | loss: 0.0312271 | val_loss: 0.0312238 | Time: 2014.13 ms
[2022-04-11 20:11:50 main:574] : INFO : Epoch 1910 | loss: 0.0312259 | val_loss: 0.0312246 | Time: 1959.28 ms
[2022-04-11 20:11:52 main:574] : INFO : Epoch 1911 | loss: 0.0312242 | val_loss: 0.0312207 | Time: 2001.13 ms
[2022-04-11 20:11:54 main:574] : INFO : Epoch 1912 | loss: 0.0312244 | val_loss: 0.0312261 | Time: 2003.46 ms
[2022-04-11 20:11:56 main:574] : INFO : Epoch 1913 | loss: 0.0312247 | val_loss: 0.0312228 | Time: 1979.73 ms
[2022-04-11 20:11:58 main:574] : INFO : Epoch 1914 | loss: 0.0312246 | val_loss: 0.0312208 | Time: 2030.59 ms
[2022-04-11 20:12:00 main:574] : INFO : Epoch 1915 | loss: 0.031224 | val_loss: 0.0312218 | Time: 2038.82 ms
[2022-04-11 20:12:02 main:574] : INFO : Epoch 1916 | loss: 0.0312252 | val_loss: 0.0312248 | Time: 2047.9 ms
[2022-04-11 20:12:04 main:574] : INFO : Epoch 1917 | loss: 0.0312263 | val_loss: 0.0312239 | Time: 2004.66 ms
[2022-04-11 20:12:06 main:574] : INFO : Epoch 1918 | loss: 0.0312262 | val_loss: 0.0312261 | Time: 1956.72 ms
[2022-04-11 20:12:08 main:574] : INFO : Epoch 1919 | loss: 0.0312258 | val_loss: 0.0312242 | Time: 2110.76 ms
[2022-04-11 20:12:10 main:574] : INFO : Epoch 1920 | loss: 0.031225 | val_loss: 0.0312229 | Time: 2002.52 ms
[2022-04-11 20:12:12 main:574] : INFO : Epoch 1921 | loss: 0.0312246 | val_loss: 0.0312228 | Time: 2092.3 ms
[2022-04-11 20:12:14 main:574] : INFO : Epoch 1922 | loss: 0.0312249 | val_loss: 0.0312231 | Time: 2077.81 ms
[2022-04-11 20:12:16 main:574] : INFO : Epoch 1923 | loss: 0.0312245 | val_loss: 0.0312312 | Time: 2024.77 ms
[2022-04-11 20:12:18 main:574] : INFO : Epoch 1924 | loss: 0.0312268 | val_loss: 0.0312215 | Time: 1920.74 ms
[2022-04-11 20:12:20 main:574] : INFO : Epoch 1925 | loss: 0.0312241 | val_loss: 0.0312223 | Time: 2046.32 ms
[2022-04-11 20:12:22 main:574] : INFO : Epoch 1926 | loss: 0.0312252 | val_loss: 0.0312222 | Time: 1983.4 ms
[2022-04-11 20:12:24 main:574] : INFO : Epoch 1927 | loss: 0.0312262 | val_loss: 0.0312237 | Time: 2112.98 ms
[2022-04-11 20:12:26 main:574] : INFO : Epoch 1928 | loss: 0.0312252 | val_loss: 0.0312243 | Time: 2025.02 ms
[2022-04-11 20:12:29 main:574] : INFO : Epoch 1929 | loss: 0.031225 | val_loss: 0.0312261 | Time: 2011.39 ms
[2022-04-11 20:12:31 main:574] : INFO : Epoch 1930 | loss: 0.0312258 | val_loss: 0.0312251 | Time: 2009.76 ms
[2022-04-11 20:12:33 main:574] : INFO : Epoch 1931 | loss: 0.0312254 | val_loss: 0.0312232 | Time: 1986.88 ms
[2022-04-11 20:12:35 main:574] : INFO : Epoch 1932 | loss: 0.0312263 | val_loss: 0.0312226 | Time: 2008.27 ms
[2022-04-11 20:12:37 main:574] : INFO : Epoch 1933 | loss: 0.0312287 | val_loss: 0.0312313 | Time: 2004.7 ms
[2022-04-11 20:12:39 main:574] : INFO : Epoch 1934 | loss: 0.0312272 | val_loss: 0.0312246 | Time: 1950.05 ms
[2022-04-11 20:12:41 main:574] : INFO : Epoch 1935 | loss: 0.0312259 | val_loss: 0.0312298 | Time: 2034.25 ms
[2022-04-11 20:12:43 main:574] : INFO : Epoch 1936 | loss: 0.0312295 | val_loss: 0.0312238 | Time: 1995.17 ms
[2022-04-11 20:12:45 main:574] : INFO : Epoch 1937 | loss: 0.0312253 | val_loss: 0.0312217 | Time: 2089.07 ms
[2022-04-11 20:12:47 main:574] : INFO : Epoch 1938 | loss: 0.0312244 | val_loss: 0.0312256 | Time: 2117.09 ms
[2022-04-11 20:12:49 main:574] : INFO : Epoch 1939 | loss: 0.0312269 | val_loss: 0.0312309 | Time: 2013.89 ms
[2022-04-11 20:12:51 main:574] : INFO : Epoch 1940 | loss: 0.0312267 | val_loss: 0.0312222 | Time: 2076.82 ms
[2022-04-11 20:12:53 main:574] : INFO : Epoch 1941 | loss: 0.0312258 | val_loss: 0.0312244 | Time: 2043.77 ms
[2022-04-11 20:12:55 main:574] : INFO : Epoch 1942 | loss: 0.0312246 | val_loss: 0.0312228 | Time: 2147.35 ms
[2022-04-11 20:12:57 main:574] : INFO : Epoch 1943 | loss: 0.0312257 | val_loss: 0.0312214 | Time: 1968.46 ms
[2022-04-11 20:12:59 main:574] : INFO : Epoch 1944 | loss: 0.0312238 | val_loss: 0.0312227 | Time: 2027.93 ms
[2022-04-11 20:13:01 main:574] : INFO : Epoch 1945 | loss: 0.0312253 | val_loss: 0.0312212 | Time: 1920.72 ms
[2022-04-11 20:13:03 main:574] : INFO : Epoch 1946 | loss: 0.0312249 | val_loss: 0.0312217 | Time: 1939.02 ms
[2022-04-11 20:13:05 main:574] : INFO : Epoch 1947 | loss: 0.0312269 | val_loss: 0.0312218 | Time: 2026.63 ms
[2022-04-11 20:13:07 main:574] : INFO : Epoch 1948 | loss: 0.0312248 | val_loss: 0.0312255 | Time: 2126.06 ms
[2022-04-11 20:13:09 main:574] : INFO : Epoch 1949 | loss: 0.0312241 | val_loss: 0.0312209 | Time: 2024.1 ms
[2022-04-11 20:13:11 main:574] : INFO : Epoch 1950 | loss: 0.0312262 | val_loss: 0.0312256 | Time: 1987.87 ms
[2022-04-11 20:13:13 main:574] : INFO : Epoch 1951 | loss: 0.0312269 | val_loss: 0.0312207 | Time: 1980.72 ms
[2022-04-11 20:13:15 main:574] : INFO : Epoch 1952 | loss: 0.0312236 | val_loss: 0.0312248 | Time: 1983.57 ms
[2022-04-11 20:13:17 main:574] : INFO : Epoch 1953 | loss: 0.0312246 | val_loss: 0.0312222 | Time: 2084.73 ms
[2022-04-11 20:13:19 main:574] : INFO : Epoch 1954 | loss: 0.0312232 | val_loss: 0.0312254 | Time: 2076 ms
[2022-04-11 20:13:21 main:574] : INFO : Epoch 1955 | loss: 0.0312246 | val_loss: 0.0312229 | Time: 2188.25 ms
[2022-04-11 20:13:23 main:574] : INFO : Epoch 1956 | loss: 0.0312247 | val_loss: 0.0312271 | Time: 1998.39 ms
[2022-04-11 20:13:26 main:574] : INFO : Epoch 1957 | loss: 0.0312237 | val_loss: 0.0312254 | Time: 2043.29 ms
[2022-04-11 20:13:28 main:574] : INFO : Epoch 1958 | loss: 0.0312244 | val_loss: 0.0312222 | Time: 2033.17 ms
[2022-04-11 20:13:30 main:574] : INFO : Epoch 1959 | loss: 0.0312247 | val_loss: 0.0312237 | Time: 2047.3 ms
[2022-04-11 20:13:32 main:574] : INFO : Epoch 1960 | loss: 0.0312234 | val_loss: 0.0312226 | Time: 2019.9 ms
[2022-04-11 20:13:34 main:574] : INFO : Epoch 1961 | loss: 0.0312241 | val_loss: 0.0312226 | Time: 2085.01 ms
[2022-04-11 20:13:36 main:574] : INFO : Epoch 1962 | loss: 0.0312254 | val_loss: 0.0312238 | Time: 1973.21 ms
[2022-04-11 20:13:38 main:574] : INFO : Epoch 1963 | loss: 0.0312289 | val_loss: 0.0312295 | Time: 1936.38 ms
[2022-04-11 20:13:40 main:574] : INFO : Epoch 1964 | loss: 0.0312255 | val_loss: 0.031227 | Time: 1994.75 ms
[2022-04-11 20:13:42 main:574] : INFO : Epoch 1965 | loss: 0.0312256 | val_loss: 0.0312228 | Time: 2051.27 ms
[2022-04-11 20:13:44 main:574] : INFO : Epoch 1966 | loss: 0.0312231 | val_loss: 0.0312226 | Time: 2120.03 ms
[2022-04-11 20:13:46 main:574] : INFO : Epoch 1967 | loss: 0.0312237 | val_loss: 0.0312284 | Time: 2056.11 ms
[2022-04-11 20:13:48 main:574] : INFO : Epoch 1968 | loss: 0.0312244 | val_loss: 0.0312229 | Time: 2067.61 ms
[2022-04-11 20:13:50 main:574] : INFO : Epoch 1969 | loss: 0.031224 | val_loss: 0.0312236 | Time: 2020.49 ms
[2022-04-11 20:13:52 main:574] : INFO : Epoch 1970 | loss: 0.0312242 | val_loss: 0.0312233 | Time: 1978.81 ms
[2022-04-11 20:13:54 main:574] : INFO : Epoch 1971 | loss: 0.0312248 | val_loss: 0.031222 | Time: 2104.48 ms
[2022-04-11 20:13:56 main:574] : INFO : Epoch 1972 | loss: 0.0312247 | val_loss: 0.0312227 | Time: 1970.22 ms
[2022-04-11 20:13:58 main:574] : INFO : Epoch 1973 | loss: 0.0312246 | val_loss: 0.0312275 | Time: 2112.68 ms
[2022-04-11 20:14:00 main:574] : INFO : Epoch 1974 | loss: 0.0312281 | val_loss: 0.0312267 | Time: 2174.93 ms
[2022-04-11 20:14:02 main:574] : INFO : Epoch 1975 | loss: 0.0312252 | val_loss: 0.0312231 | Time: 2100.86 ms
[2022-04-11 20:14:05 main:574] : INFO : Epoch 1976 | loss: 0.0312227 | val_loss: 0.0312245 | Time: 2076.79 ms
[2022-04-11 20:14:07 main:574] : INFO : Epoch 1977 | loss: 0.031224 | val_loss: 0.0312234 | Time: 2112.82 ms
[2022-04-11 20:14:09 main:574] : INFO : Epoch 1978 | loss: 0.0312269 | val_loss: 0.0312305 | Time: 2071.29 ms
[2022-04-11 20:14:11 main:574] : INFO : Epoch 1979 | loss: 0.0312281 | val_loss: 0.031228 | Time: 1979.73 ms
[2022-04-11 20:14:13 main:574] : INFO : Epoch 1980 | loss: 0.0312284 | val_loss: 0.0312265 | Time: 2135.88 ms
[2022-04-11 20:14:15 main:574] : INFO : Epoch 1981 | loss: 0.0312247 | val_loss: 0.0312261 | Time: 1986.96 ms
[2022-04-11 20:14:17 main:574] : INFO : Epoch 1982 | loss: 0.0312258 | val_loss: 0.0312261 | Time: 2095.14 ms
[2022-04-11 20:14:19 main:574] : INFO : Epoch 1983 | loss: 0.0312273 | val_loss: 0.0312238 | Time: 2137.71 ms
[2022-04-11 20:14:21 main:574] : INFO : Epoch 1984 | loss: 0.0312246 | val_loss: 0.0312234 | Time: 1981.02 ms
[2022-04-11 20:14:23 main:574] : INFO : Epoch 1985 | loss: 0.0312235 | val_loss: 0.0312226 | Time: 1943.3 ms
[2022-04-11 20:14:25 main:574] : INFO : Epoch 1986 | loss: 0.031223 | val_loss: 0.0312222 | Time: 2098.22 ms
[2022-04-11 20:14:27 main:574] : INFO : Epoch 1987 | loss: 0.0312225 | val_loss: 0.0312234 | Time: 2034.07 ms
[2022-04-11 20:14:29 main:574] : INFO : Epoch 1988 | loss: 0.0312242 | val_loss: 0.0312275 | Time: 1990.63 ms
[2022-04-11 20:14:31 main:574] : INFO : Epoch 1989 | loss: 0.0312247 | val_loss: 0.0312223 | Time: 2063.98 ms
[2022-04-11 20:14:33 main:574] : INFO : Epoch 1990 | loss: 0.0312244 | val_loss: 0.0312221 | Time: 2137.71 ms
[2022-04-11 20:14:35 main:574] : INFO : Epoch 1991 | loss: 0.0312253 | val_loss: 0.0312248 | Time: 1997.79 ms
[2022-04-11 20:14:37 main:574] : INFO : Epoch 1992 | loss: 0.0312255 | val_loss: 0.0312228 | Time: 2030.21 ms
[2022-04-11 20:14:39 main:574] : INFO : Epoch 1993 | loss: 0.0312243 | val_loss: 0.0312217 | Time: 2001.66 ms
[2022-04-11 20:14:41 main:574] : INFO : Epoch 1994 | loss: 0.0312285 | val_loss: 0.0312269 | Time: 1939.65 ms
[2022-04-11 20:14:43 main:574] : INFO : Epoch 1995 | loss: 0.0312268 | val_loss: 0.0312227 | Time: 1927.11 ms
[2022-04-11 20:14:45 main:574] : INFO : Epoch 1996 | loss: 0.0312277 | val_loss: 0.0312219 | Time: 1971.8 ms
[2022-04-11 20:14:47 main:574] : INFO : Epoch 1997 | loss: 0.0312253 | val_loss: 0.0312222 | Time: 2080.98 ms
[2022-04-11 20:14:49 main:574] : INFO : Epoch 1998 | loss: 0.0312243 | val_loss: 0.0312243 | Time: 2059.71 ms
[2022-04-11 20:14:52 main:574] : INFO : Epoch 1999 | loss: 0.0312247 | val_loss: 0.0312222 | Time: 2168.78 ms
[2022-04-11 20:14:54 main:574] : INFO : Epoch 2000 | loss: 0.031225 | val_loss: 0.0312258 | Time: 1991.57 ms
[2022-04-11 20:14:56 main:574] : INFO : Epoch 2001 | loss: 0.0312242 | val_loss: 0.0312229 | Time: 2039.6 ms
[2022-04-11 20:14:58 main:574] : INFO : Epoch 2002 | loss: 0.0312227 | val_loss: 0.0312241 | Time: 1991.01 ms
[2022-04-11 20:15:00 main:574] : INFO : Epoch 2003 | loss: 0.0312266 | val_loss: 0.0312242 | Time: 1933.44 ms
[2022-04-11 20:15:02 main:574] : INFO : Epoch 2004 | loss: 0.031224 | val_loss: 0.0312241 | Time: 2032.61 ms
[2022-04-11 20:15:04 main:574] : INFO : Epoch 2005 | loss: 0.0312245 | val_loss: 0.0312288 | Time: 2137.54 ms
[2022-04-11 20:15:06 main:574] : INFO : Epoch 2006 | loss: 0.0312252 | val_loss: 0.0312291 | Time: 1896.26 ms
[2022-04-11 20:15:08 main:574] : INFO : Epoch 2007 | loss: 0.0312238 | val_loss: 0.0312248 | Time: 2039.56 ms
[2022-04-11 20:15:10 main:574] : INFO : Epoch 2008 | loss: 0.0312254 | val_loss: 0.0312249 | Time: 2080.98 ms
[2022-04-11 20:15:12 main:574] : INFO : Epoch 2009 | loss: 0.0312243 | val_loss: 0.0312234 | Time: 1962.88 ms
[2022-04-11 20:15:14 main:574] : INFO : Epoch 2010 | loss: 0.031224 | val_loss: 0.0312244 | Time: 1973.51 ms
[2022-04-11 20:15:16 main:574] : INFO : Epoch 2011 | loss: 0.0312242 | val_loss: 0.031223 | Time: 2042.08 ms
[2022-04-11 20:15:18 main:574] : INFO : Epoch 2012 | loss: 0.0312242 | val_loss: 0.0312245 | Time: 2089.51 ms
[2022-04-11 20:15:20 main:574] : INFO : Epoch 2013 | loss: 0.0312252 | val_loss: 0.0312234 | Time: 2110.84 ms
[2022-04-11 20:15:22 main:574] : INFO : Epoch 2014 | loss: 0.0312259 | val_loss: 0.0312286 | Time: 2082.28 ms
[2022-04-11 20:15:24 main:574] : INFO : Epoch 2015 | loss: 0.0312241 | val_loss: 0.0312257 | Time: 2047.01 ms
[2022-04-11 20:15:26 main:574] : INFO : Epoch 2016 | loss: 0.0312245 | val_loss: 0.0312227 | Time: 1971.83 ms
[2022-04-11 20:15:28 main:574] : INFO : Epoch 2017 | loss: 0.0312238 | val_loss: 0.0312234 | Time: 2065.34 ms
[2022-04-11 20:15:30 main:574] : INFO : Epoch 2018 | loss: 0.0312223 | val_loss: 0.0312226 | Time: 2058.89 ms
[2022-04-11 20:15:32 main:574] : INFO : Epoch 2019 | loss: 0.0312277 | val_loss: 0.031226 | Time: 2041.75 ms
[2022-04-11 20:15:34 main:574] : INFO : Epoch 2020 | loss: 0.031225 | val_loss: 0.0312243 | Time: 1984.91 ms
[2022-04-11 20:15:36 main:574] : INFO : Epoch 2021 | loss: 0.0312251 | val_loss: 0.0312233 | Time: 2023.81 ms
[2022-04-11 20:15:38 main:574] : INFO : Epoch 2022 | loss: 0.0312236 | val_loss: 0.0312272 | Time: 2042.07 ms
[2022-04-11 20:15:40 main:574] : INFO : Epoch 2023 | loss: 0.0312226 | val_loss: 0.0312226 | Time: 1994.35 ms
[2022-04-11 20:15:42 main:574] : INFO : Epoch 2024 | loss: 0.031225 | val_loss: 0.0312239 | Time: 1987.37 ms
[2022-04-11 20:15:44 main:574] : INFO : Epoch 2025 | loss: 0.0312264 | val_loss: 0.0312263 | Time: 1930.56 ms
[2022-04-11 20:15:46 main:574] : INFO : Epoch 2026 | loss: 0.0312267 | val_loss: 0.031224 | Time: 2126.36 ms
[2022-04-11 20:15:49 main:574] : INFO : Epoch 2027 | loss: 0.0312245 | val_loss: 0.0312264 | Time: 2165.43 ms
[2022-04-11 20:15:51 main:574] : INFO : Epoch 2028 | loss: 0.0312235 | val_loss: 0.0312246 | Time: 2064.27 ms
[2022-04-11 20:15:53 main:574] : INFO : Epoch 2029 | loss: 0.031224 | val_loss: 0.0312239 | Time: 1993.94 ms
[2022-04-11 20:15:55 main:574] : INFO : Epoch 2030 | loss: 0.0312231 | val_loss: 0.0312233 | Time: 2060.16 ms
[2022-04-11 20:15:57 main:574] : INFO : Epoch 2031 | loss: 0.0312249 | val_loss: 0.031231 | Time: 2007.37 ms
[2022-04-11 20:15:59 main:574] : INFO : Epoch 2032 | loss: 0.0312285 | val_loss: 0.0312296 | Time: 2034.87 ms
[2022-04-11 20:16:01 main:574] : INFO : Epoch 2033 | loss: 0.0312242 | val_loss: 0.031225 | Time: 2077.68 ms
[2022-04-11 20:16:03 main:574] : INFO : Epoch 2034 | loss: 0.0312228 | val_loss: 0.0312246 | Time: 1955.13 ms
[2022-04-11 20:16:05 main:574] : INFO : Epoch 2035 | loss: 0.0312238 | val_loss: 0.0312248 | Time: 2060.5 ms
[2022-04-11 20:16:07 main:574] : INFO : Epoch 2036 | loss: 0.0312247 | val_loss: 0.0312237 | Time: 2179.1 ms
[2022-04-11 20:16:09 main:574] : INFO : Epoch 2037 | loss: 0.0312244 | val_loss: 0.0312244 | Time: 2006.25 ms
[2022-04-11 20:16:11 main:574] : INFO : Epoch 2038 | loss: 0.0312261 | val_loss: 0.0312278 | Time: 1974.86 ms
[2022-04-11 20:16:13 main:574] : INFO : Epoch 2039 | loss: 0.0312266 | val_loss: 0.0312267 | Time: 1954.32 ms
[2022-04-11 20:16:15 main:574] : INFO : Epoch 2040 | loss: 0.0312272 | val_loss: 0.031223 | Time: 1893.73 ms
[2022-04-11 20:16:17 main:574] : INFO : Epoch 2041 | loss: 0.0312247 | val_loss: 0.0312244 | Time: 2105.83 ms
[2022-04-11 20:16:19 main:574] : INFO : Epoch 2042 | loss: 0.0312245 | val_loss: 0.0312261 | Time: 2092.32 ms
[2022-04-11 20:16:21 main:574] : INFO : Epoch 2043 | loss: 0.031226 | val_loss: 0.0312217 | Time: 2079.48 ms
[2022-04-11 20:16:23 main:574] : INFO : Epoch 2044 | loss: 0.0312236 | val_loss: 0.0312228 | Time: 2136.38 ms
[2022-04-11 20:16:26 main:574] : INFO : Epoch 2045 | loss: 0.031224 | val_loss: 0.0312225 | Time: 2111.74 ms
[2022-04-11 20:16:28 main:574] : INFO : Epoch 2046 | loss: 0.0312232 | val_loss: 0.0312243 | Time: 2282.04 ms
[2022-04-11 20:16:30 main:574] : INFO : Epoch 2047 | loss: 0.0312239 | val_loss: 0.0312228 | Time: 2162.38 ms
[2022-04-11 20:16:32 main:574] : INFO : Epoch 2048 | loss: 0.0312237 | val_loss: 0.0312253 | Time: 2162.48 ms
[2022-04-11 20:16:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312253
[2022-04-11 20:16:32 main:603] : INFO : Saving end state to config to file
[2022-04-11 20:16:32 main:608] : INFO : Success, exiting..
20:16:32 (6892): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)