Task 5105694
| Name | ParityMachine-1619580133-16207-0_0 |
| Workunit | 3063464 |
| Created | 28 Apr 2021, 3:22:18 UTC |
| Sent | 4 May 2021, 8:05:43 UTC |
| Report deadline | 12 May 2021, 8:05:43 UTC |
| Received | 4 May 2021, 22:54:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 8 min 24 sec |
| CPU time | 1 hours 8 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 6:55 main:581] : INFO : Epoch 1538 | loss: 0.0312161 | val_loss: 0.0312237 | Time: 1931.4 ms [2021-05-04 18:36:57 main:581] : INFO : Epoch 1539 | loss: 0.0312177 | val_loss: 0.0312231 | Time: 1957.21 ms [2021-05-04 18:36:59 main:581] : INFO : Epoch 1540 | loss: 0.03122 | val_loss: 0.0312187 | Time: 2000.63 ms [2021-05-04 18:37:01 main:581] : INFO : Epoch 1541 | loss: 0.0312179 | val_loss: 0.0312189 | Time: 1973.24 ms [2021-05-04 18:37:03 main:581] : INFO : Epoch 1542 | loss: 0.0312171 | val_loss: 0.0312182 | Time: 2007.03 ms [2021-05-04 18:37:05 main:581] : INFO : Epoch 1543 | loss: 0.0312171 | val_loss: 0.0312196 | Time: 2043.99 ms [2021-05-04 18:37:07 main:581] : INFO : Epoch 1544 | loss: 0.0312175 | val_loss: 0.031221 | Time: 1946.27 ms [2021-05-04 18:37:09 main:581] : INFO : Epoch 1545 | loss: 0.0312187 | val_loss: 0.031218 | Time: 1983.87 ms [2021-05-04 18:37:11 main:581] : INFO : Epoch 1546 | loss: 0.031216 | val_loss: 0.0312174 | Time: 1959.55 ms [2021-05-04 18:37:13 main:581] : INFO : Epoch 1547 | loss: 0.0312163 | val_loss: 0.031218 | Time: 1878.44 ms [2021-05-04 18:37:15 main:581] : INFO : Epoch 1548 | loss: 0.0312172 | val_loss: 0.0312192 | Time: 1891.29 ms [2021-05-04 18:37:17 main:581] : INFO : Epoch 1549 | loss: 0.0312163 | val_loss: 0.0312183 | Time: 1990.16 ms [2021-05-04 18:37:19 main:581] : INFO : Epoch 1550 | loss: 0.0312172 | val_loss: 0.0312199 | Time: 1950.78 ms [2021-05-04 18:37:21 main:581] : INFO : Epoch 1551 | loss: 0.0312168 | val_loss: 0.0312175 | Time: 2034.85 ms [2021-05-04 18:37:23 main:581] : INFO : Epoch 1552 | loss: 0.0312169 | val_loss: 0.0312193 | Time: 1960.56 ms [2021-05-04 18:37:25 main:581] : INFO : Epoch 1553 | loss: 0.0312177 | val_loss: 0.0312181 | Time: 1922.17 ms [2021-05-04 18:37:27 main:581] : INFO : Epoch 1554 | loss: 0.0312189 | val_loss: 0.0312196 | Time: 2015.25 ms [2021-05-04 18:37:29 main:581] : INFO : Epoch 1555 | loss: 0.0312188 | val_loss: 0.0312226 | Time: 2021.65 ms [2021-05-04 18:37:31 main:581] : INFO : Epoch 1556 | loss: 0.0312191 | val_loss: 0.0312176 | Time: 2003.88 ms [2021-05-04 18:37:33 main:581] : INFO : Epoch 1557 | loss: 0.0312193 | val_loss: 0.0312197 | Time: 2034.29 ms [2021-05-04 18:37:35 main:581] : INFO : Epoch 1558 | loss: 0.031224 | val_loss: 0.0312201 | Time: 1973.96 ms [2021-05-04 18:37:37 main:581] : INFO : Epoch 1559 | loss: 0.0312225 | val_loss: 0.0312262 | Time: 1983.43 ms [2021-05-04 18:37:39 main:581] : INFO : Epoch 1560 | loss: 0.0312222 | val_loss: 0.0312177 | Time: 1931.13 ms [2021-05-04 18:37:41 main:581] : INFO : Epoch 1561 | loss: 0.0312172 | val_loss: 0.0312201 | Time: 2020.43 ms [2021-05-04 18:37:43 main:581] : INFO : Epoch 1562 | loss: 0.0312167 | val_loss: 0.0312206 | Time: 1956.85 ms [2021-05-04 18:37:45 main:581] : INFO : Epoch 1563 | loss: 0.0312183 | val_loss: 0.0312194 | Time: 1985.55 ms [2021-05-04 18:37:47 main:581] : INFO : Epoch 1564 | loss: 0.0312213 | val_loss: 0.031218 | Time: 1904.39 ms [2021-05-04 18:37:48 main:581] : INFO : Epoch 1565 | loss: 0.0312172 | val_loss: 0.0312197 | Time: 1903.87 ms [2021-05-04 18:37:50 main:581] : INFO : Epoch 1566 | loss: 0.0312164 | val_loss: 0.0312177 | Time: 2010.48 ms [2021-05-04 18:37:52 main:581] : INFO : Epoch 1567 | loss: 0.0312156 | val_loss: 0.0312176 | Time: 1958.1 ms [2021-05-04 18:37:54 main:581] : INFO : Epoch 1568 | loss: 0.0312164 | val_loss: 0.0312192 | Time: 1944.78 ms [2021-05-04 18:37:56 main:581] : INFO : Epoch 1569 | loss: 0.0312191 | val_loss: 0.0312179 | Time: 1954.24 ms [2021-05-04 18:37:58 main:581] : INFO : Epoch 1570 | loss: 0.0312159 | val_loss: 0.0312182 | Time: 1933.99 ms [2021-05-04 18:38:00 main:581] : INFO : Epoch 1571 | loss: 0.0312161 | val_loss: 0.0312189 | Time: 1982.12 ms [2021-05-04 18:38:02 main:581] : INFO : Epoch 1572 | loss: 0.0312172 | val_loss: 0.0312194 | Time: 2011.38 ms [2021-05-04 18:38:04 main:581] : INFO : Epoch 1573 | loss: 0.0312158 | val_loss: 0.0312184 | Time: 2005.69 ms [2021-05-04 18:38:06 main:581] : INFO : Epoch 1574 | loss: 0.031217 | val_loss: 0.0312204 | Time: 2058.12 ms [2021-05-04 18:38:08 main:581] : INFO : Epoch 1575 | loss: 0.031216 | val_loss: 0.0312184 | Time: 2032.61 ms [2021-05-04 18:38:10 main:581] : INFO : Epoch 1576 | loss: 0.0312151 | val_loss: 0.0312214 | Time: 2048.13 ms [2021-05-04 18:38:12 main:581] : INFO : Epoch 1577 | loss: 0.0312159 | val_loss: 0.0312203 | Time: 1990.12 ms [2021-05-04 18:38:14 main:581] : INFO : Epoch 1578 | loss: 0.0312166 | val_loss: 0.0312246 | Time: 2014.22 ms [2021-05-04 18:38:16 main:581] : INFO : Epoch 1579 | loss: 0.0312203 | val_loss: 0.0312187 | Time: 1974.36 ms [2021-05-04 18:38:18 main:581] : INFO : Epoch 1580 | loss: 0.0312197 | val_loss: 0.0312217 | Time: 2056.65 ms [2021-05-04 18:38:20 main:581] : INFO : Epoch 1581 | loss: 0.031221 | val_loss: 0.0312194 | Time: 2031.4 ms [2021-05-04 18:38:22 main:581] : INFO : Epoch 1582 | loss: 0.0312165 | val_loss: 0.0312183 | Time: 2031.86 ms [2021-05-04 18:38:24 main:581] : INFO : Epoch 1583 | loss: 0.0312172 | val_loss: 0.0312175 | Time: 2012.46 ms [2021-05-04 18:38:26 main:581] : INFO : Epoch 1584 | loss: 0.0312159 | val_loss: 0.0312197 | Time: 1972.25 ms [2021-05-04 18:38:28 main:581] : INFO : Epoch 1585 | loss: 0.0312163 | val_loss: 0.0312211 | Time: 2040.13 ms [2021-05-04 18:38:30 main:581] : INFO : Epoch 1586 | loss: 0.0312165 | val_loss: 0.0312192 | Time: 2007.05 ms [2021-05-04 18:38:33 main:581] : INFO : Epoch 1587 | loss: 0.0312157 | val_loss: 0.0312173 | Time: 2029.92 ms [2021-05-04 18:38:35 main:581] : INFO : Epoch 1588 | loss: 0.0312162 | val_loss: 0.0312179 | Time: 2049.54 ms [2021-05-04 18:38:37 main:581] : INFO : Epoch 1589 | loss: 0.0312169 | val_loss: 0.0312268 | Time: 2026.56 ms [2021-05-04 18:38:39 main:581] : INFO : Epoch 1590 | loss: 0.0312184 | val_loss: 0.0312224 | Time: 2017.7 ms [2021-05-04 18:38:41 main:581] : INFO : Epoch 1591 | loss: 0.0312162 | val_loss: 0.0312182 | Time: 1988.32 ms [2021-05-04 18:38:43 main:581] : INFO : Epoch 1592 | loss: 0.0312171 | val_loss: 0.0312246 | Time: 2017.93 ms [2021-05-04 18:38:45 main:581] : INFO : Epoch 1593 | loss: 0.0312172 | val_loss: 0.0312172 | Time: 2027.8 ms [2021-05-04 18:38:47 main:581] : INFO : Epoch 1594 | loss: 0.0312164 | val_loss: 0.0312189 | Time: 2031.1 ms [2021-05-04 18:38:49 main:581] : INFO : Epoch 1595 | loss: 0.0312156 | val_loss: 0.0312199 | Time: 2031.46 ms [2021-05-04 18:38:51 main:581] : INFO : Epoch 1596 | loss: 0.0312157 | val_loss: 0.0312174 | Time: 1966.34 ms [2021-05-04 18:38:53 main:581] : INFO : Epoch 1597 | loss: 0.0312183 | val_loss: 0.0312178 | Time: 2019.78 ms [2021-05-04 18:38:55 main:581] : INFO : Epoch 1598 | loss: 0.0312196 | val_loss: 0.0312179 | Time: 1958 ms [2021-05-04 18:38:57 main:581] : INFO : Epoch 1599 | loss: 0.0312189 | val_loss: 0.0312328 | Time: 1971.64 ms [2021-05-04 18:38:59 main:581] : INFO : Epoch 1600 | loss: 0.0312203 | val_loss: 0.0312179 | Time: 2025.3 ms [2021-05-04 18:39:01 main:581] : INFO : Epoch 1601 | loss: 0.0312185 | val_loss: 0.0312208 | Time: 2034.1 ms [2021-05-04 18:39:03 main:581] : INFO : Epoch 1602 | loss: 0.0312224 | val_loss: 0.0312184 | Time: 2037.86 ms [2021-05-04 18:39:05 main:581] : INFO : Epoch 1603 | loss: 0.0312199 | val_loss: 0.0312187 | Time: 2049.25 ms [2021-05-04 18:39:07 main:581] : INFO : Epoch 1604 | loss: 0.0312179 | val_loss: 0.0312192 | Time: 1984.76 ms [2021-05-04 18:39:09 main:581] : INFO : Epoch 1605 | loss: 0.0312159 | val_loss: 0.0312178 | Time: 2018.92 ms [2021-05-04 18:39:11 main:581] : INFO : Epoch 1606 | loss: 0.0312181 | val_loss: 0.0312243 | Time: 1998.77 ms [2021-05-04 18:39:13 main:581] : INFO : Epoch 1607 | loss: 0.0312174 | val_loss: 0.0312183 | Time: 2012.77 ms [2021-05-04 18:39:15 main:581] : INFO : Epoch 1608 | loss: 0.0312165 | val_loss: 0.0312179 | Time: 2023.93 ms [2021-05-04 18:39:17 main:581] : INFO : Epoch 1609 | loss: 0.0312167 | val_loss: 0.0312187 | Time: 2026.13 ms [2021-05-04 18:39:19 main:581] : INFO : Epoch 1610 | loss: 0.0312153 | val_loss: 0.0312176 | Time: 1968.66 ms [2021-05-04 18:39:21 main:581] : INFO : Epoch 1611 | loss: 0.0312153 | val_loss: 0.0312196 | Time: 1961.91 ms [2021-05-04 18:39:23 main:581] : INFO : Epoch 1612 | loss: 0.0312156 | val_loss: 0.0312179 | Time: 1998.95 ms [2021-05-04 18:39:25 main:581] : INFO : Epoch 1613 | loss: 0.031216 | val_loss: 0.031217 | Time: 1950.36 ms [2021-05-04 18:39:27 main:581] : INFO : Epoch 1614 | loss: 0.0312158 | val_loss: 0.0312223 | Time: 2010.35 ms [2021-05-04 18:39:29 main:581] : INFO : Epoch 1615 | loss: 0.0312167 | val_loss: 0.031223 | Time: 2009.34 ms [2021-05-04 18:39:31 main:581] : INFO : Epoch 1616 | loss: 0.0312163 | val_loss: 0.0312193 | Time: 2004.33 ms [2021-05-04 18:39:33 main:581] : INFO : Epoch 1617 | loss: 0.0312164 | val_loss: 0.0312183 | Time: 2011.28 ms [2021-05-04 18:39:35 main:581] : INFO : Epoch 1618 | loss: 0.0312189 | val_loss: 0.0312235 | Time: 1998.5 ms [2021-05-04 18:39:37 main:581] : INFO : Epoch 1619 | loss: 0.031221 | val_loss: 0.0312234 | Time: 1989.77 ms [2021-05-04 18:39:39 main:581] : INFO : Epoch 1620 | loss: 0.0312194 | val_loss: 0.0312269 | Time: 1920.54 ms [2021-05-04 18:39:41 main:581] : INFO : Epoch 1621 | loss: 0.0312191 | val_loss: 0.0312191 | Time: 2001.65 ms [2021-05-04 18:39:43 main:581] : INFO : Epoch 1622 | loss: 0.0312157 | val_loss: 0.0312176 | Time: 2030.53 ms [2021-05-04 18:39:45 main:581] : INFO : Epoch 1623 | loss: 0.0312158 | val_loss: 0.0312234 | Time: 2041.87 ms [2021-05-04 18:39:47 main:581] : INFO : Epoch 1624 | loss: 0.0312162 | val_loss: 0.031217 | Time: 2023.41 ms [2021-05-04 18:39:49 main:581] : INFO : Epoch 1625 | loss: 0.0312165 | val_loss: 0.0312254 | Time: 1990.01 ms [2021-05-04 18:39:51 main:581] : INFO : Epoch 1626 | loss: 0.0312192 | val_loss: 0.0312172 | Time: 1973.27 ms [2021-05-04 18:39:53 main:581] : INFO : Epoch 1627 | loss: 0.0312148 | val_loss: 0.0312213 | Time: 1961.46 ms [2021-05-04 18:39:55 main:581] : INFO : Epoch 1628 | loss: 0.0312164 | val_loss: 0.0312203 | Time: 2007.07 ms [2021-05-04 18:39:57 main:581] : INFO : Epoch 1629 | loss: 0.0312171 | val_loss: 0.031218 | Time: 2036.44 ms [2021-05-04 18:39:59 main:581] : INFO : Epoch 1630 | loss: 0.0312184 | val_loss: 0.0312271 | Time: 2011.73 ms [2021-05-04 18:40:01 main:581] : INFO : Epoch 1631 | loss: 0.031218 | val_loss: 0.031221 | Time: 1968.77 ms [2021-05-04 18:40:03 main:581] : INFO : Epoch 1632 | loss: 0.031217 | val_loss: 0.0312174 | Time: 1969.98 ms [2021-05-04 18:40:05 main:581] : INFO : Epoch 1633 | loss: 0.0312159 | val_loss: 0.0312184 | Time: 1994.73 ms [2021-05-04 18:40:07 main:581] : INFO : Epoch 1634 | loss: 0.0312172 | val_loss: 0.0312172 | Time: 1993.49 ms [2021-05-04 18:40:09 main:581] : INFO : Epoch 1635 | loss: 0.031215 | val_loss: 0.0312175 | Time: 1977.27 ms [2021-05-04 18:40:11 main:581] : INFO : Epoch 1636 | loss: 0.0312158 | val_loss: 0.0312172 | Time: 2001.23 ms [2021-05-04 18:40:13 main:581] : INFO : Epoch 1637 | loss: 0.0312156 | val_loss: 0.0312176 | Time: 1962.68 ms [2021-05-04 18:40:15 main:581] : INFO : Epoch 1638 | loss: 0.0312153 | val_loss: 0.0312205 | Time: 1981.96 ms [2021-05-04 18:40:17 main:581] : INFO : Epoch 1639 | loss: 0.0312194 | val_loss: 0.0312282 | Time: 2021.07 ms [2021-05-04 18:40:19 main:581] : INFO : Epoch 1640 | loss: 0.0312191 | val_loss: 0.0312203 | Time: 1989.51 ms [2021-05-04 18:40:21 main:581] : INFO : Epoch 1641 | loss: 0.0312147 | val_loss: 0.0312219 | Time: 2009.48 ms [2021-05-04 18:40:23 main:581] : INFO : Epoch 1642 | loss: 0.0312166 | val_loss: 0.0312176 | Time: 2019.34 ms [2021-05-04 18:40:25 main:581] : INFO : Epoch 1643 | loss: 0.0312153 | val_loss: 0.0312189 | Time: 2069.78 ms [2021-05-04 18:40:27 main:581] : INFO : Epoch 1644 | loss: 0.0312171 | val_loss: 0.0312215 | Time: 1982.34 ms [2021-05-04 18:40:29 main:581] : INFO : Epoch 1645 | loss: 0.0312165 | val_loss: 0.0312187 | Time: 1992.64 ms [2021-05-04 18:40:31 main:581] : INFO : Epoch 1646 | loss: 0.0312151 | val_loss: 0.0312184 | Time: 2071.75 ms [2021-05-04 18:40:33 main:581] : INFO : Epoch 1647 | loss: 0.0312156 | val_loss: 0.0312174 | Time: 1973.29 ms [2021-05-04 18:40:35 main:581] : INFO : Epoch 1648 | loss: 0.0312139 | val_loss: 0.0312169 | Time: 2047.69 ms [2021-05-04 18:40:37 main:581] : INFO : Epoch 1649 | loss: 0.0312167 | val_loss: 0.031217 | Time: 1973.45 ms [2021-05-04 18:40:39 main:581] : INFO : Epoch 1650 | loss: 0.0312155 | val_loss: 0.0312168 | Time: 1993.13 ms [2021-05-04 18:40:41 main:581] : INFO : Epoch 1651 | loss: 0.0312146 | val_loss: 0.0312185 | Time: 2012.28 ms [2021-05-04 18:40:43 main:581] : INFO : Epoch 1652 | loss: 0.0312149 | val_loss: 0.0312174 | Time: 2025.74 ms [2021-05-04 18:40:45 main:581] : INFO : Epoch 1653 | loss: 0.0312164 | val_loss: 0.0312211 | Time: 1990.74 ms [2021-05-04 18:40:47 main:581] : INFO : Epoch 1654 | loss: 0.0312165 | val_loss: 0.0312193 | Time: 1986.12 ms [2021-05-04 18:40:49 main:581] : INFO : Epoch 1655 | loss: 0.0312161 | val_loss: 0.0312183 | Time: 1957.49 ms [2021-05-04 18:40:51 main:581] : INFO : Epoch 1656 | loss: 0.031215 | val_loss: 0.0312165 | Time: 2023.53 ms [2021-05-04 18:40:53 main:581] : INFO : Epoch 1657 | loss: 0.0312145 | val_loss: 0.03122 | Time: 2002.57 ms [2021-05-04 18:40:55 main:581] : INFO : Epoch 1658 | loss: 0.0312152 | val_loss: 0.0312165 | Time: 2027.26 ms [2021-05-04 18:40:57 main:581] : INFO : Epoch 1659 | loss: 0.0312146 | val_loss: 0.0312174 | Time: 1933.97 ms [2021-05-04 18:40:59 main:581] : INFO : Epoch 1660 | loss: 0.0312139 | val_loss: 0.0312199 | Time: 2019.61 ms [2021-05-04 18:41:01 main:581] : INFO : Epoch 1661 | loss: 0.0312157 | val_loss: 0.0312181 | Time: 2011.76 ms [2021-05-04 18:41:03 main:581] : INFO : Epoch 1662 | loss: 0.0312146 | val_loss: 0.0312186 | Time: 1999.33 ms [2021-05-04 18:41:05 main:581] : INFO : Epoch 1663 | loss: 0.0312167 | val_loss: 0.0312219 | Time: 1994.44 ms [2021-05-04 18:41:07 main:581] : INFO : Epoch 1664 | loss: 0.0312147 | val_loss: 0.0312177 | Time: 1988.2 ms [2021-05-04 18:41:09 main:581] : INFO : Epoch 1665 | loss: 0.0312142 | val_loss: 0.0312174 | Time: 1993.59 ms [2021-05-04 18:41:11 main:581] : INFO : Epoch 1666 | loss: 0.0312152 | val_loss: 0.0312193 | Time: 1977.94 ms [2021-05-04 18:41:13 main:581] : INFO : Epoch 1667 | loss: 0.0312143 | val_loss: 0.0312174 | Time: 1985.53 ms [2021-05-04 18:41:15 main:581] : INFO : Epoch 1668 | loss: 0.0312142 | val_loss: 0.0312178 | Time: 1942.85 ms [2021-05-04 18:41:17 main:581] : INFO : Epoch 1669 | loss: 0.0312158 | val_loss: 0.0312196 | Time: 1957.93 ms [2021-05-04 18:41:19 main:581] : INFO : Epoch 1670 | loss: 0.031216 | val_loss: 0.03122 | Time: 1972.31 ms [2021-05-04 18:41:21 main:581] : INFO : Epoch 1671 | loss: 0.0312146 | val_loss: 0.0312236 | Time: 1968.78 ms [2021-05-04 18:41:22 main:581] : INFO : Epoch 1672 | loss: 0.0312149 | val_loss: 0.0312175 | Time: 1939.92 ms [2021-05-04 18:41:24 main:581] : INFO : Epoch 1673 | loss: 0.0312145 | val_loss: 0.0312165 | Time: 1959.26 ms [2021-05-04 18:41:26 main:581] : INFO : Epoch 1674 | loss: 0.0312144 | val_loss: 0.0312268 | Time: 1960 ms [2021-05-04 18:41:28 main:581] : INFO : Epoch 1675 | loss: 0.0312363 | val_loss: 0.0312321 | Time: 1893.09 ms [2021-05-04 18:41:30 main:581] : INFO : Epoch 1676 | loss: 0.0373967 | val_loss: 0.0330032 | Time: 2034.67 ms [2021-05-04 18:41:32 main:581] : INFO : Epoch 1677 | loss: 0.032387 | val_loss: 0.0316942 | Time: 1966.22 ms [2021-05-04 18:41:34 main:581] : INFO : Epoch 1678 | loss: 0.0314192 | val_loss: 0.0312981 | Time: 1963.24 ms [2021-05-04 18:41:36 main:581] : INFO : Epoch 1679 | loss: 0.0312764 | val_loss: 0.0312591 | Time: 1993.84 ms [2021-05-04 18:41:38 main:581] : INFO : Epoch 1680 | loss: 0.0312496 | val_loss: 0.031248 | Time: 1990.05 ms [2021-05-04 18:41:40 main:581] : INFO : Epoch 1681 | loss: 0.0312423 | val_loss: 0.0312425 | Time: 1960.88 ms [2021-05-04 18:41:42 main:581] : INFO : Epoch 1682 | loss: 0.0312399 | val_loss: 0.0312405 | Time: 1997.97 ms [2021-05-04 18:41:44 main:581] : INFO : Epoch 1683 | loss: 0.0312381 | val_loss: 0.0312392 | Time: 2024.91 ms [2021-05-04 18:41:46 main:581] : INFO : Epoch 1684 | loss: 0.0312365 | val_loss: 0.0312377 | Time: 2049.15 ms [2021-05-04 18:41:48 main:581] : INFO : Epoch 1685 | loss: 0.0312353 | val_loss: 0.0312365 | Time: 2081.77 ms [2021-05-04 18:41:50 main:581] : INFO : Epoch 1686 | loss: 0.0312342 | val_loss: 0.0312352 | Time: 2014.7 ms [2021-05-04 18:41:52 main:581] : INFO : Epoch 1687 | loss: 0.0312329 | val_loss: 0.0312342 | Time: 2022.18 ms [2021-05-04 18:41:54 main:581] : INFO : Epoch 1688 | loss: 0.0312308 | val_loss: 0.0312293 | Time: 2025.88 ms [2021-05-04 18:41:56 main:581] : INFO : Epoch 1689 | loss: 0.0312265 | val_loss: 0.0312252 | Time: 2041.66 ms [2021-05-04 18:41:58 main:581] : INFO : Epoch 1690 | loss: 0.0312244 | val_loss: 0.0312254 | Time: 1989.32 ms [2021-05-04 18:42:00 main:581] : INFO : Epoch 1691 | loss: 0.0312243 | val_loss: 0.0312237 | Time: 2006.88 ms [2021-05-04 18:42:02 main:581] : INFO : Epoch 1692 | loss: 0.0312228 | val_loss: 0.0312226 | Time: 2041.31 ms [2021-05-04 18:42:05 main:581] : INFO : Epoch 1693 | loss: 0.0312224 | val_loss: 0.0312221 | Time: 2050.39 ms [2021-05-04 18:42:07 main:581] : INFO : Epoch 1694 | loss: 0.0312223 | val_loss: 0.0312223 | Time: 2016.27 ms [2021-05-04 18:42:09 main:581] : INFO : Epoch 1695 | loss: 0.0312228 | val_loss: 0.031222 | Time: 2037.44 ms [2021-05-04 18:42:11 main:581] : INFO : Epoch 1696 | loss: 0.0312222 | val_loss: 0.0312214 | Time: 1988.91 ms [2021-05-04 18:42:13 main:581] : INFO : Epoch 1697 | loss: 0.0312216 | val_loss: 0.0312228 | Time: 2000.3 ms [2021-05-04 18:42:15 main:581] : INFO : Epoch 1698 | loss: 0.0312217 | val_loss: 0.0312213 | Time: 1967.9 ms [2021-05-04 18:42:17 main:581] : INFO : Epoch 1699 | loss: 0.0312212 | val_loss: 0.0312206 | Time: 2037.65 ms [2021-05-04 18:42:19 main:581] : INFO : Epoch 1700 | loss: 0.0312205 | val_loss: 0.0312213 | Time: 1967.45 ms [2021-05-04 18:42:20 main:581] : INFO : Epoch 1701 | loss: 0.0312203 | val_loss: 0.0312207 | Time: 1886.4 ms [2021-05-04 18:42:22 main:581] : INFO : Epoch 1702 | loss: 0.0312198 | val_loss: 0.03122 | Time: 1927.24 ms [2021-05-04 18:42:24 main:581] : INFO : Epoch 1703 | loss: 0.0312197 | val_loss: 0.0312203 | Time: 2009.7 ms [2021-05-04 18:42:26 main:581] : INFO : Epoch 1704 | loss: 0.0312194 | val_loss: 0.0312197 | Time: 2009.01 ms [2021-05-04 18:42:28 main:581] : INFO : Epoch 1705 | loss: 0.0312196 | val_loss: 0.0312198 | Time: 2025.45 ms [2021-05-04 18:42:30 main:581] : INFO : Epoch 1706 | loss: 0.0312196 | val_loss: 0.0312199 | Time: 2002.86 ms [2021-05-04 18:42:32 main:581] : INFO : Epoch 1707 | loss: 0.0312193 | val_loss: 0.0312213 | Time: 2031.18 ms [2021-05-04 18:42:34 main:581] : INFO : Epoch 1708 | loss: 0.031219 | val_loss: 0.0312196 | Time: 2049.2 ms [2021-05-04 18:42:37 main:581] : INFO : Epoch 1709 | loss: 0.0312191 | val_loss: 0.0312189 | Time: 2031.08 ms [2021-05-04 18:42:39 main:581] : INFO : Epoch 1710 | loss: 0.031219 | val_loss: 0.0312189 | Time: 2002.18 ms [2021-05-04 18:42:41 main:581] : INFO : Epoch 1711 | loss: 0.0312187 | val_loss: 0.0312187 | Time: 1992.2 ms [2021-05-04 18:42:43 main:581] : INFO : Epoch 1712 | loss: 0.0312186 | val_loss: 0.0312185 | Time: 2005.56 ms [2021-05-04 18:42:45 main:581] : INFO : Epoch 1713 | loss: 0.0312187 | val_loss: 0.0312205 | Time: 1990.78 ms [2021-05-04 18:42:47 main:581] : INFO : Epoch 1714 | loss: 0.0312198 | val_loss: 0.0312191 | Time: 2021.82 ms [2021-05-04 18:42:49 main:581] : INFO : Epoch 1715 | loss: 0.031219 | val_loss: 0.0312187 | Time: 2056.35 ms [2021-05-04 18:42:51 main:581] : INFO : Epoch 1716 | loss: 0.0312188 | val_loss: 0.031219 | Time: 2020.17 ms [2021-05-04 18:42:53 main:581] : INFO : Epoch 1717 | loss: 0.0312189 | val_loss: 0.0312185 | Time: 2026.39 ms [2021-05-04 18:42:55 main:581] : INFO : Epoch 1718 | loss: 0.0312197 | val_loss: 0.031221 | Time: 1998.42 ms [2021-05-04 18:42:57 main:581] : INFO : Epoch 1719 | loss: 0.0312197 | val_loss: 0.0312187 | Time: 2006.99 ms [2021-05-04 18:42:59 main:581] : INFO : Epoch 1720 | loss: 0.0312184 | val_loss: 0.0312187 | Time: 2000.7 ms [2021-05-04 18:43:01 main:581] : INFO : Epoch 1721 | loss: 0.0312185 | val_loss: 0.0312184 | Time: 2038.9 ms [2021-05-04 18:43:03 main:581] : INFO : Epoch 1722 | loss: 0.0312187 | val_loss: 0.0312183 | Time: 1973.44 ms [2021-05-04 18:43:05 main:581] : INFO : Epoch 1723 | loss: 0.0312196 | val_loss: 0.0312198 | Time: 1974.88 ms [2021-05-04 18:43:07 main:581] : INFO : Epoch 1724 | loss: 0.0312187 | val_loss: 0.0312195 | Time: 2001.24 ms [2021-05-04 18:43:09 main:581] : INFO : Epoch 1725 | loss: 0.0312187 | val_loss: 0.0312182 | Time: 2035.03 ms [2021-05-04 18:43:11 main:581] : INFO : Epoch 1726 | loss: 0.0312185 | val_loss: 0.031221 | Time: 2011.86 ms [2021-05-04 18:43:13 main:581] : INFO : Epoch 1727 | loss: 0.031219 | val_loss: 0.0312193 | Time: 2014.38 ms [2021-05-04 18:43:15 main:581] : INFO : Epoch 1728 | loss: 0.0312187 | val_loss: 0.0312192 | Time: 2007.36 ms [2021-05-04 18:43:17 main:581] : INFO : Epoch 1729 | loss: 0.0312189 | val_loss: 0.031218 | Time: 1991.41 ms [2021-05-04 18:43:19 main:581] : INFO : Epoch 1730 | loss: 0.0312191 | val_loss: 0.0312188 | Time: 2000.98 ms [2021-05-04 18:43:21 main:581] : INFO : Epoch 1731 | loss: 0.0312199 | val_loss: 0.0312175 | Time: 1996.9 ms [2021-05-04 18:43:23 main:581] : INFO : Epoch 1732 | loss: 0.0312179 | val_loss: 0.0312176 | Time: 1972.34 ms [2021-05-04 18:43:25 main:581] : INFO : Epoch 1733 | loss: 0.031218 | val_loss: 0.0312177 | Time: 1968.22 ms [2021-05-04 18:43:27 main:581] : INFO : Epoch 1734 | loss: 0.0312183 | val_loss: 0.0312173 | Time: 1986 ms [2021-05-04 18:43:29 main:581] : INFO : Epoch 1735 | loss: 0.031218 | val_loss: 0.0312181 | Time: 2030.82 ms [2021-05-04 18:43:31 main:581] : INFO : Epoch 1736 | loss: 0.0312189 | val_loss: 0.0312188 | Time: 1970.59 ms [2021-05-04 18:43:33 main:581] : INFO : Epoch 1737 | loss: 0.0312184 | val_loss: 0.031218 | Time: 1990.99 ms [2021-05-04 18:43:35 main:581] : INFO : Epoch 1738 | loss: 0.0312177 | val_loss: 0.0312172 | Time: 2018.47 ms [2021-05-04 18:43:37 main:581] : INFO : Epoch 1739 | loss: 0.0312183 | val_loss: 0.031217 | Time: 1990.64 ms [2021-05-04 18:43:39 main:581] : INFO : Epoch 1740 | loss: 0.0312178 | val_loss: 0.0312177 | Time: 2032.67 ms [2021-05-04 18:43:41 main:581] : INFO : Epoch 1741 | loss: 0.031219 | val_loss: 0.0312181 | Time: 2037.7 ms [2021-05-04 18:43:43 main:581] : INFO : Epoch 1742 | loss: 0.0312185 | val_loss: 0.0312166 | Time: 1914.4 ms [2021-05-04 18:43:45 main:581] : INFO : Epoch 1743 | loss: 0.0312173 | val_loss: 0.0312167 | Time: 2012.39 ms [2021-05-04 18:43:47 main:581] : INFO : Epoch 1744 | loss: 0.0312176 | val_loss: 0.0312167 | Time: 1974.05 ms [2021-05-04 18:43:49 main:581] : INFO : Epoch 1745 | loss: 0.0312171 | val_loss: 0.0312186 | Time: 2009.27 ms [2021-05-04 18:43:51 main:581] : INFO : Epoch 1746 | loss: 0.0312175 | val_loss: 0.0312189 | Time: 2053.92 ms [2021-05-04 18:43:53 main:581] : INFO : Epoch 1747 | loss: 0.031218 | val_loss: 0.0312173 | Time: 2016.77 ms [2021-05-04 18:43:55 main:581] : INFO : Epoch 1748 | loss: 0.0312186 | val_loss: 0.0312167 | Time: 2012.15 ms [2021-05-04 18:43:57 main:581] : INFO : Epoch 1749 | loss: 0.0312187 | val_loss: 0.0312175 | Time: 2004.32 ms [2021-05-04 18:43:59 main:581] : INFO : Epoch 1750 | loss: 0.0312178 | val_loss: 0.0312177 | Time: 1887.91 ms [2021-05-04 18:44:01 main:581] : INFO : Epoch 1751 | loss: 0.0312166 | val_loss: 0.031218 | Time: 2014.21 ms [2021-05-04 18:44:03 main:581] : INFO : Epoch 1752 | loss: 0.0312183 | val_loss: 0.0312173 | Time: 1999.88 ms [2021-05-04 18:44:05 main:581] : INFO : Epoch 1753 | loss: 0.0312187 | val_loss: 0.0312195 | Time: 1964.03 ms [2021-05-04 18:44:07 main:581] : INFO : Epoch 1754 | loss: 0.0312196 | val_loss: 0.0312197 | Time: 1958.65 ms [2021-05-04 18:44:09 main:581] : INFO : Epoch 1755 | loss: 0.0312178 | val_loss: 0.0312172 | Time: 2013.13 ms [2021-05-04 18:44:11 main:581] : INFO : Epoch 1756 | loss: 0.0312174 | val_loss: 0.0312169 | Time: 2022.89 ms [2021-05-04 18:44:13 main:581] : INFO : Epoch 1757 | loss: 0.031217 | val_loss: 0.0312163 | Time: 2032.88 ms [2021-05-04 18:44:15 main:581] : INFO : Epoch 1758 | loss: 0.0312194 | val_loss: 0.0312192 | Time: 2037.38 ms [2021-05-04 18:44:17 main:581] : INFO : Epoch 1759 | loss: 0.031218 | val_loss: 0.0312174 | Time: 2008.29 ms [2021-05-04 18:44:19 main:581] : INFO : Epoch 1760 | loss: 0.0312174 | val_loss: 0.031217 | Time: 2041.57 ms [2021-05-04 18:44:21 main:581] : INFO : Epoch 1761 | loss: 0.0312166 | val_loss: 0.0312169 | Time: 2037.24 ms [2021-05-04 18:44:23 main:581] : INFO : Epoch 1762 | loss: 0.0312164 | val_loss: 0.0312176 | Time: 1975.34 ms [2021-05-04 18:44:25 main:581] : INFO : Epoch 1763 | loss: 0.0312165 | val_loss: 0.0312171 | Time: 1986.5 ms [2021-05-04 18:44:27 main:581] : INFO : Epoch 1764 | loss: 0.0312165 | val_loss: 0.031219 | Time: 2043.78 ms [2021-05-04 18:44:29 main:581] : INFO : Epoch 1765 | loss: 0.0312181 | val_loss: 0.0312194 | Time: 2047.6 ms [2021-05-04 18:44:31 main:581] : INFO : Epoch 1766 | loss: 0.0312176 | val_loss: 0.0312165 | Time: 2034.09 ms [2021-05-04 18:44:33 main:581] : INFO : Epoch 1767 | loss: 0.0312172 | val_loss: 0.0312228 | Time: 1994.19 ms [2021-05-04 18:44:35 main:581] : INFO : Epoch 1768 | loss: 0.0312196 | val_loss: 0.031216 | Time: 1953.01 ms [2021-05-04 18:44:37 main:581] : INFO : Epoch 1769 | loss: 0.0312193 | val_loss: 0.0312165 | Time: 1953.46 ms [2021-05-04 18:44:39 main:581] : INFO : Epoch 1770 | loss: 0.0312167 | val_loss: 0.0312161 | Time: 2058.16 ms [2021-05-04 18:44:41 main:581] : INFO : Epoch 1771 | loss: 0.0312182 | val_loss: 0.0312179 | Time: 2026.49 ms [2021-05-04 18:44:43 main:581] : INFO : Epoch 1772 | loss: 0.031219 | val_loss: 0.0312186 | Time: 1972.35 ms [2021-05-04 18:44:45 main:581] : INFO : Epoch 1773 | loss: 0.0312165 | val_loss: 0.031216 | Time: 1998.18 ms [2021-05-04 18:44:47 main:581] : INFO : Epoch 1774 | loss: 0.0312169 | val_loss: 0.0312168 | Time: 2032.5 ms [2021-05-04 18:44:49 main:581] : INFO : Epoch 1775 | loss: 0.0312166 | val_loss: 0.0312158 | Time: 1941.12 ms [2021-05-04 18:44:51 main:581] : INFO : Epoch 1776 | loss: 0.0312164 | val_loss: 0.031216 | Time: 1885.85 ms [2021-05-04 18:44:52 main:581] : INFO : Epoch 1777 | loss: 0.031217 | val_loss: 0.0312174 | Time: 1866.75 ms [2021-05-04 18:44:55 main:581] : INFO : Epoch 1778 | loss: 0.0312162 | val_loss: 0.0312169 | Time: 2035.56 ms [2021-05-04 18:44:57 main:581] : INFO : Epoch 1779 | loss: 0.0312173 | val_loss: 0.0312161 | Time: 1991.51 ms [2021-05-04 18:44:58 main:581] : INFO : Epoch 1780 | loss: 0.0312187 | val_loss: 0.0312259 | Time: 1988.82 ms [2021-05-04 18:45:00 main:581] : INFO : Epoch 1781 | loss: 0.0312185 | val_loss: 0.031217 | Time: 1954.07 ms [2021-05-04 18:45:02 main:581] : INFO : Epoch 1782 | loss: 0.0312162 | val_loss: 0.0312195 | Time: 2026.6 ms [2021-05-04 18:45:05 main:581] : INFO : Epoch 1783 | loss: 0.0312164 | val_loss: 0.0312176 | Time: 2038.8 ms [2021-05-04 18:45:06 main:581] : INFO : Epoch 1784 | loss: 0.0312176 | val_loss: 0.0312172 | Time: 1968.77 ms [2021-05-04 18:45:08 main:581] : INFO : Epoch 1785 | loss: 0.0312186 | val_loss: 0.0312219 | Time: 1996.17 ms [2021-05-04 18:45:10 main:581] : INFO : Epoch 1786 | loss: 0.0312172 | val_loss: 0.0312166 | Time: 1987.65 ms [2021-05-04 18:45:13 main:581] : INFO : Epoch 1787 | loss: 0.0312161 | val_loss: 0.0312161 | Time: 2061.47 ms [2021-05-04 18:45:15 main:581] : INFO : Epoch 1788 | loss: 0.0312183 | val_loss: 0.0312173 | Time: 2041.38 ms [2021-05-04 18:45:17 main:581] : INFO : Epoch 1789 | loss: 0.031217 | val_loss: 0.0312167 | Time: 1994.21 ms [2021-05-04 18:45:19 main:581] : INFO : Epoch 1790 | loss: 0.0312164 | val_loss: 0.0312175 | Time: 2034.43 ms [2021-05-04 18:45:21 main:581] : INFO : Epoch 1791 | loss: 0.0312165 | val_loss: 0.0312168 | Time: 1963.58 ms [2021-05-04 18:45:23 main:581] : INFO : Epoch 1792 | loss: 0.0312173 | val_loss: 0.0312163 | Time: 1966.92 ms [2021-05-04 18:45:25 main:581] : INFO : Epoch 1793 | loss: 0.0312179 | val_loss: 0.0312196 | Time: 1995.76 ms [2021-05-04 18:45:27 main:581] : INFO : Epoch 1794 | loss: 0.0312177 | val_loss: 0.0312165 | Time: 2004.78 ms [2021-05-04 18:45:29 main:581] : INFO : Epoch 1795 | loss: 0.0312164 | val_loss: 0.0312171 | Time: 2006.53 ms [2021-05-04 18:45:30 main:581] : INFO : Epoch 1796 | loss: 0.0312163 | val_loss: 0.0312171 | Time: 1951.01 ms [2021-05-04 18:45:32 main:581] : INFO : Epoch 1797 | loss: 0.031216 | val_loss: 0.0312165 | Time: 2006.57 ms [2021-05-04 18:45:35 main:581] : INFO : Epoch 1798 | loss: 0.0312173 | val_loss: 0.0312161 | Time: 2023.4 ms [2021-05-04 18:45:37 main:581] : INFO : Epoch 1799 | loss: 0.0312175 | val_loss: 0.031216 | Time: 2001.65 ms [2021-05-04 18:45:39 main:581] : INFO : Epoch 1800 | loss: 0.0312157 | val_loss: 0.0312177 | Time: 2012.7 ms [2021-05-04 18:45:41 main:581] : INFO : Epoch 1801 | loss: 0.0312167 | val_loss: 0.0312167 | Time: 1999.61 ms [2021-05-04 18:45:43 main:581] : INFO : Epoch 1802 | loss: 0.0312158 | val_loss: 0.0312158 | Time: 1976.17 ms [2021-05-04 18:45:44 main:581] : INFO : Epoch 1803 | loss: 0.0312155 | val_loss: 0.0312164 | Time: 1938.83 ms [2021-05-04 18:45:46 main:581] : INFO : Epoch 1804 | loss: 0.031216 | val_loss: 0.0312193 | Time: 1970.59 ms [2021-05-04 18:45:48 main:581] : INFO : Epoch 1805 | loss: 0.0312159 | val_loss: 0.031216 | Time: 1996.12 ms [2021-05-04 18:45:50 main:581] : INFO : Epoch 1806 | loss: 0.0312161 | val_loss: 0.0312154 | Time: 1979.18 ms [2021-05-04 18:45:52 main:581] : INFO : Epoch 1807 | loss: 0.0312153 | val_loss: 0.0312167 | Time: 1991.2 ms [2021-05-04 18:45:54 main:581] : INFO : Epoch 1808 | loss: 0.031217 | val_loss: 0.0312158 | Time: 2043.86 ms [2021-05-04 18:45:56 main:581] : INFO : Epoch 1809 | loss: 0.0312164 | val_loss: 0.0312189 | Time: 2054.25 ms [2021-05-04 18:45:59 main:581] : INFO : Epoch 1810 | loss: 0.0312163 | val_loss: 0.0312167 | Time: 2025.39 ms [2021-05-04 18:46:01 main:581] : INFO : Epoch 1811 | loss: 0.0312159 | val_loss: 0.0312163 | Time: 2016.41 ms [2021-05-04 18:46:03 main:581] : INFO : Epoch 1812 | loss: 0.0312155 | val_loss: 0.0312162 | Time: 1997.57 ms [2021-05-04 18:46:05 main:581] : INFO : Epoch 1813 | loss: 0.0312179 | val_loss: 0.0312181 | Time: 2013.93 ms [2021-05-04 18:46:07 main:581] : INFO : Epoch 1814 | loss: 0.0312172 | val_loss: 0.0312168 | Time: 1996.2 ms [2021-05-04 18:46:09 main:581] : INFO : Epoch 1815 | loss: 0.0312164 | val_loss: 0.0312173 | Time: 2018.49 ms [2021-05-04 18:46:11 main:581] : INFO : Epoch 1816 | loss: 0.0312164 | val_loss: 0.0312155 | Time: 1968.85 ms [2021-05-04 18:46:13 main:581] : INFO : Epoch 1817 | loss: 0.0312156 | val_loss: 0.0312155 | Time: 1997.97 ms [2021-05-04 18:46:15 main:581] : INFO : Epoch 1818 | loss: 0.0312162 | val_loss: 0.0312164 | Time: 2034.35 ms [2021-05-04 18:46:17 main:581] : INFO : Epoch 1819 | loss: 0.031218 | val_loss: 0.0312172 | Time: 1979.26 ms [2021-05-04 18:46:19 main:581] : INFO : Epoch 1820 | loss: 0.0312168 | val_loss: 0.031216 | Time: 2032.05 ms [2021-05-04 18:46:21 main:581] : INFO : Epoch 1821 | loss: 0.031216 | val_loss: 0.031217 | Time: 1965.13 ms [2021-05-04 18:46:23 main:581] : INFO : Epoch 1822 | loss: 0.0312152 | val_loss: 0.0312156 | Time: 2009.65 ms [2021-05-04 18:46:25 main:581] : INFO : Epoch 1823 | loss: 0.0312168 | val_loss: 0.0312173 | Time: 2008.47 ms [2021-05-04 18:46:27 main:581] : INFO : Epoch 1824 | loss: 0.0312157 | val_loss: 0.03122 | Time: 1989.63 ms [2021-05-04 18:46:28 main:581] : INFO : Epoch 1825 | loss: 0.0312188 | val_loss: 0.0312181 | Time: 1954.23 ms [2021-05-04 18:46:31 main:581] : INFO : Epoch 1826 | loss: 0.0312155 | val_loss: 0.031217 | Time: 2027.96 ms [2021-05-04 18:46:33 main:581] : INFO : Epoch 1827 | loss: 0.0312151 | val_loss: 0.0312171 | Time: 2014.4 ms [2021-05-04 18:46:35 main:581] : INFO : Epoch 1828 | loss: 0.0312156 | val_loss: 0.0312179 | Time: 2016.35 ms [2021-05-04 18:46:37 main:581] : INFO : Epoch 1829 | loss: 0.0312152 | val_loss: 0.0312197 | Time: 2032.57 ms [2021-05-04 18:46:39 main:581] : INFO : Epoch 1830 | loss: 0.0312156 | val_loss: 0.0312156 | Time: 2055.02 ms [2021-05-04 18:46:41 main:581] : INFO : Epoch 1831 | loss: 0.031215 | val_loss: 0.0312164 | Time: 2034.13 ms [2021-05-04 18:46:43 main:581] : INFO : Epoch 1832 | loss: 0.0312157 | val_loss: 0.0312178 | Time: 1978.44 ms [2021-05-04 18:46:45 main:581] : INFO : Epoch 1833 | loss: 0.0312175 | val_loss: 0.0312174 | Time: 1966.97 ms [2021-05-04 18:46:47 main:581] : INFO : Epoch 1834 | loss: 0.0312176 | val_loss: 0.0312192 | Time: 1972.76 ms [2021-05-04 18:46:49 main:581] : INFO : Epoch 1835 | loss: 0.0312153 | val_loss: 0.0312171 | Time: 2056.34 ms [2021-05-04 18:46:51 main:581] : INFO : Epoch 1836 | loss: 0.0312147 | val_loss: 0.0312153 | Time: 1934.04 ms [2021-05-04 18:46:53 main:581] : INFO : Epoch 1837 | loss: 0.0312158 | val_loss: 0.0312152 | Time: 2045.7 ms [2021-05-04 18:46:55 main:581] : INFO : Epoch 1838 | loss: 0.0312172 | val_loss: 0.0312164 | Time: 1980.81 ms [2021-05-04 18:46:57 main:581] : INFO : Epoch 1839 | loss: 0.0312178 | val_loss: 0.0312177 | Time: 1966.07 ms [2021-05-04 18:46:59 main:581] : INFO : Epoch 1840 | loss: 0.031218 | val_loss: 0.0312165 | Time: 1987.03 ms [2021-05-04 18:47:01 main:581] : INFO : Epoch 1841 | loss: 0.03122 | val_loss: 0.0312171 | Time: 2026.93 ms [2021-05-04 18:47:03 main:581] : INFO : Epoch 1842 | loss: 0.0312157 | val_loss: 0.0312153 | Time: 2046.79 ms [2021-05-04 18:47:05 main:581] : INFO : Epoch 1843 | loss: 0.0312151 | val_loss: 0.031218 | Time: 2008.97 ms [2021-05-04 18:47:07 main:581] : INFO : Epoch 1844 | loss: 0.0312161 | val_loss: 0.0312158 | Time: 2017.15 ms [2021-05-04 18:47:09 main:581] : INFO : Epoch 1845 | loss: 0.0312158 | val_loss: 0.031216 | Time: 1974.3 ms [2021-05-04 18:47:11 main:581] : INFO : Epoch 1846 | loss: 0.0312154 | val_loss: 0.0312166 | Time: 2045.79 ms [2021-05-04 18:47:13 main:581] : INFO : Epoch 1847 | loss: 0.0312159 | val_loss: 0.0312189 | Time: 2047.69 ms [2021-05-04 18:47:15 main:581] : INFO : Epoch 1848 | loss: 0.0312168 | val_loss: 0.0312174 | Time: 2001.43 ms [2021-05-04 18:47:17 main:581] : INFO : Epoch 1849 | loss: 0.031215 | val_loss: 0.0312153 | Time: 2026.6 ms [2021-05-04 18:47:19 main:581] : INFO : Epoch 1850 | loss: 0.031216 | val_loss: 0.0312159 | Time: 2046.8 ms [2021-05-04 18:47:21 main:581] : INFO : Epoch 1851 | loss: 0.0312149 | val_loss: 0.0312154 | Time: 1995.03 ms [2021-05-04 18:47:23 main:581] : INFO : Epoch 1852 | loss: 0.0312144 | val_loss: 0.0312171 | Time: 2026.98 ms [2021-05-04 18:47:25 main:581] : INFO : Epoch 1853 | loss: 0.0312165 | val_loss: 0.0312195 | Time: 2059.02 ms [2021-05-04 18:47:27 main:581] : INFO : Epoch 1854 | loss: 0.0312173 | val_loss: 0.0312194 | Time: 2042.83 ms [2021-05-04 18:47:29 main:581] : INFO : Epoch 1855 | loss: 0.0312175 | val_loss: 0.0312154 | Time: 2039.02 ms [2021-05-04 18:47:31 main:581] : INFO : Epoch 1856 | loss: 0.0312157 | val_loss: 0.0312185 | Time: 2045.06 ms [2021-05-04 18:47:33 main:581] : INFO : Epoch 1857 | loss: 0.0312161 | val_loss: 0.031219 | Time: 1995.46 ms [2021-05-04 18:47:35 main:581] : INFO : Epoch 1858 | loss: 0.0312179 | val_loss: 0.0312202 | Time: 1976.6 ms [2021-05-04 18:47:37 main:581] : INFO : Epoch 1859 | loss: 0.0312171 | val_loss: 0.0312164 | Time: 1951.32 ms [2021-05-04 18:47:39 main:581] : INFO : Epoch 1860 | loss: 0.0312154 | val_loss: 0.031215 | Time: 2046.85 ms [2021-05-04 18:47:41 main:581] : INFO : Epoch 1861 | loss: 0.0312151 | val_loss: 0.0312156 | Time: 2043.5 ms [2021-05-04 18:47:43 main:581] : INFO : Epoch 1862 | loss: 0.0312157 | val_loss: 0.0312171 | Time: 2038.51 ms [2021-05-04 18:47:45 main:581] : INFO : Epoch 1863 | loss: 0.0312169 | val_loss: 0.0312211 | Time: 2009.14 ms [2021-05-04 18:47:47 main:581] : INFO : Epoch 1864 | loss: 0.0312197 | val_loss: 0.0312188 | Time: 2048.13 ms [2021-05-04 18:47:49 main:581] : INFO : Epoch 1865 | loss: 0.0312239 | val_loss: 0.0312157 | Time: 2001.84 ms [2021-05-04 18:47:51 main:581] : INFO : Epoch 1866 | loss: 0.0312174 | val_loss: 0.031215 | Time: 2051.39 ms [2021-05-04 18:47:53 main:581] : INFO : Epoch 1867 | loss: 0.0312153 | val_loss: 0.0312172 | Time: 2011.54 ms [2021-05-04 18:47:55 main:581] : INFO : Epoch 1868 | loss: 0.0312157 | val_loss: 0.0312184 | Time: 2050.67 ms [2021-05-04 18:47:57 main:581] : INFO : Epoch 1869 | loss: 0.03122 | val_loss: 0.0312164 | Time: 2046.94 ms [2021-05-04 18:47:59 main:581] : INFO : Epoch 1870 | loss: 0.0312148 | val_loss: 0.0312178 | Time: 2035.08 ms [2021-05-04 18:48:01 main:581] : INFO : Epoch 1871 | loss: 0.0312156 | val_loss: 0.0312158 | Time: 1957.62 ms [2021-05-04 18:48:03 main:581] : INFO : Epoch 1872 | loss: 0.031215 | val_loss: 0.0312148 | Time: 2040.62 ms [2021-05-04 18:48:05 main:581] : INFO : Epoch 1873 | loss: 0.0312153 | val_loss: 0.0312168 | Time: 2029.44 ms [2021-05-04 18:48:07 main:581] : INFO : Epoch 1874 | loss: 0.0312158 | val_loss: 0.0312153 | Time: 2035.29 ms [2021-05-04 18:48:09 main:581] : INFO : Epoch 1875 | loss: 0.0312162 | val_loss: 0.0312155 | Time: 2028.47 ms [2021-05-04 18:48:11 main:581] : INFO : Epoch 1876 | loss: 0.0312151 | val_loss: 0.0312184 | Time: 1989.94 ms [2021-05-04 18:48:13 main:581] : INFO : Epoch 1877 | loss: 0.0312163 | val_loss: 0.0312162 | Time: 1999.28 ms [2021-05-04 18:48:15 main:581] : INFO : Epoch 1878 | loss: 0.0312164 | val_loss: 0.0312157 | Time: 2056.01 ms [2021-05-04 18:48:17 main:581] : INFO : Epoch 1879 | loss: 0.0312173 | val_loss: 0.0312165 | Time: 2016.4 ms [2021-05-04 18:48:19 main:581] : INFO : Epoch 1880 | loss: 0.0312179 | val_loss: 0.031221 | Time: 1907.02 ms [2021-05-04 18:48:21 main:581] : INFO : Epoch 1881 | loss: 0.0312198 | val_loss: 0.0312245 | Time: 2030.78 ms [2021-05-04 18:48:23 main:581] : INFO : Epoch 1882 | loss: 0.0312166 | val_loss: 0.0312195 | Time: 1956.96 ms [2021-05-04 18:48:25 main:581] : INFO : Epoch 1883 | loss: 0.0312145 | val_loss: 0.0312151 | Time: 1973.21 ms [2021-05-04 18:48:27 main:581] : INFO : Epoch 1884 | loss: 0.0312155 | val_loss: 0.0312165 | Time: 1952.5 ms [2021-05-04 18:48:29 main:581] : INFO : Epoch 1885 | loss: 0.0312149 | val_loss: 0.0312156 | Time: 1955.14 ms [2021-05-04 18:48:31 main:581] : INFO : Epoch 1886 | loss: 0.0312155 | val_loss: 0.0312178 | Time: 2015.73 ms [2021-05-04 18:48:33 main:581] : INFO : Epoch 1887 | loss: 0.0312158 | val_loss: 0.0312213 | Time: 1992.94 ms [2021-05-04 18:48:35 main:581] : INFO : Epoch 1888 | loss: 0.0312152 | val_loss: 0.0312154 | Time: 1943.12 ms [2021-05-04 18:48:37 main:581] : INFO : Epoch 1889 | loss: 0.0312142 | val_loss: 0.0312165 | Time: 2001.23 ms [2021-05-04 18:48:39 main:581] : INFO : Epoch 1890 | loss: 0.0312148 | val_loss: 0.0312152 | Time: 2021.83 ms [2021-05-04 18:48:41 main:581] : INFO : Epoch 1891 | loss: 0.0312144 | val_loss: 0.0312155 | Time: 1984.48 ms [2021-05-04 18:48:43 main:581] : INFO : Epoch 1892 | loss: 0.0312146 | val_loss: 0.0312173 | Time: 2046.5 ms [2021-05-04 18:48:45 main:581] : INFO : Epoch 1893 | loss: 0.0312161 | val_loss: 0.0312159 | Time: 2033.17 ms [2021-05-04 18:48:47 main:581] : INFO : Epoch 1894 | loss: 0.031216 | val_loss: 0.0312153 | Time: 1971.75 ms [2021-05-04 18:48:49 main:581] : INFO : Epoch 1895 | loss: 0.0312173 | val_loss: 0.0312326 | Time: 2049.7 ms [2021-05-04 18:48:51 main:581] : INFO : Epoch 1896 | loss: 0.031222 | val_loss: 0.031217 | Time: 2044.2 ms [2021-05-04 18:48:53 main:581] : INFO : Epoch 1897 | loss: 0.0312144 | val_loss: 0.0312162 | Time: 1996.48 ms [2021-05-04 18:48:55 main:581] : INFO : Epoch 1898 | loss: 0.0312144 | val_loss: 0.0312155 | Time: 2010.16 ms [2021-05-04 18:48:57 main:581] : INFO : Epoch 1899 | loss: 0.0312145 | val_loss: 0.0312211 | Time: 2051.48 ms [2021-05-04 18:48:59 main:581] : INFO : Epoch 1900 | loss: 0.0312223 | val_loss: 0.0312187 | Time: 2035.88 ms [2021-05-04 18:49:01 main:581] : INFO : Epoch 1901 | loss: 0.031215 | val_loss: 0.0312149 | Time: 2003.13 ms [2021-05-04 18:49:04 main:581] : INFO : Epoch 1902 | loss: 0.0312142 | val_loss: 0.0312156 | Time: 2050.31 ms [2021-05-04 18:49:06 main:581] : INFO : Epoch 1903 | loss: 0.0312175 | val_loss: 0.0312161 | Time: 2018.47 ms [2021-05-04 18:49:08 main:581] : INFO : Epoch 1904 | loss: 0.031215 | val_loss: 0.031215 | Time: 2026.18 ms [2021-05-04 18:49:10 main:581] : INFO : Epoch 1905 | loss: 0.0312164 | val_loss: 0.0312184 | Time: 2040.62 ms [2021-05-04 18:49:12 main:581] : INFO : Epoch 1906 | loss: 0.0312156 | val_loss: 0.0312152 | Time: 2057.49 ms [2021-05-04 18:49:14 main:581] : INFO : Epoch 1907 | loss: 0.0312153 | val_loss: 0.0312178 | Time: 2015.59 ms [2021-05-04 18:49:16 main:581] : INFO : Epoch 1908 | loss: 0.0312158 | val_loss: 0.0312165 | Time: 2036.53 ms [2021-05-04 18:49:18 main:581] : INFO : Epoch 1909 | loss: 0.0312173 | val_loss: 0.0312191 | Time: 2023.94 ms [2021-05-04 18:49:20 main:581] : INFO : Epoch 1910 | loss: 0.0312156 | val_loss: 0.0312169 | Time: 1946.37 ms [2021-05-04 18:49:22 main:581] : INFO : Epoch 1911 | loss: 0.0312177 | val_loss: 0.0312279 | Time: 2011.19 ms [2021-05-04 18:49:24 main:581] : INFO : Epoch 1912 | loss: 0.0312161 | val_loss: 0.0312156 | Time: 2042.58 ms [2021-05-04 18:49:26 main:581] : INFO : Epoch 1913 | loss: 0.0312155 | val_loss: 0.0312163 | Time: 2040.62 ms [2021-05-04 18:49:28 main:581] : INFO : Epoch 1914 | loss: 0.0312178 | val_loss: 0.0312165 | Time: 2063.2 ms [2021-05-04 18:49:30 main:581] : INFO : Epoch 1915 | loss: 0.0312157 | val_loss: 0.0312165 | Time: 2028.93 ms [2021-05-04 18:49:32 main:581] : INFO : Epoch 1916 | loss: 0.0312141 | val_loss: 0.0312153 | Time: 2068.87 ms [2021-05-04 18:49:34 main:581] : INFO : Epoch 1917 | loss: 0.0312165 | val_loss: 0.0312175 | Time: 2049.84 ms [2021-05-04 18:49:36 main:581] : INFO : Epoch 1918 | loss: 0.0312156 | val_loss: 0.0312159 | Time: 2065.22 ms [2021-05-04 18:49:38 main:581] : INFO : Epoch 1919 | loss: 0.0312148 | val_loss: 0.0312151 | Time: 2027.42 ms [2021-05-04 18:49:40 main:581] : INFO : Epoch 1920 | loss: 0.031217 | val_loss: 0.0312204 | Time: 2036.36 ms [2021-05-04 18:49:42 main:581] : INFO : Epoch 1921 | loss: 0.0312177 | val_loss: 0.0312158 | Time: 2030.33 ms [2021-05-04 18:49:44 main:581] : INFO : Epoch 1922 | loss: 0.0312153 | val_loss: 0.0312158 | Time: 2011.95 ms [2021-05-04 18:49:46 main:581] : INFO : Epoch 1923 | loss: 0.0312146 | val_loss: 0.0312155 | Time: 2025.19 ms [2021-05-04 18:49:48 main:581] : INFO : Epoch 1924 | loss: 0.0312165 | val_loss: 0.0312153 | Time: 2066.6 ms [2021-05-04 18:49:50 main:581] : INFO : Epoch 1925 | loss: 0.0312141 | val_loss: 0.031222 | Time: 2031.28 ms [2021-05-04 18:49:52 main:581] : INFO : Epoch 1926 | loss: 0.0312162 | val_loss: 0.0312153 | Time: 1988.96 ms [2021-05-04 18:49:54 main:581] : INFO : Epoch 1927 | loss: 0.0312151 | val_loss: 0.0312162 | Time: 2057.83 ms [2021-05-04 18:49:56 main:581] : INFO : Epoch 1928 | loss: 0.031222 | val_loss: 0.0312233 | Time: 2035.49 ms [2021-05-04 18:49:58 main:581] : INFO : Epoch 1929 | loss: 0.0312185 | val_loss: 0.031221 | Time: 2001.21 ms [2021-05-04 18:50:00 main:581] : INFO : Epoch 1930 | loss: 0.0312208 | val_loss: 0.0312161 | Time: 2013.08 ms [2021-05-04 18:50:02 main:581] : INFO : Epoch 1931 | loss: 0.0312214 | val_loss: 0.0312225 | Time: 2031.77 ms [2021-05-04 18:50:04 main:581] : INFO : Epoch 1932 | loss: 0.0312171 | val_loss: 0.0312194 | Time: 2050.43 ms [2021-05-04 18:50:06 main:581] : INFO : Epoch 1933 | loss: 0.0312159 | val_loss: 0.0312153 | Time: 2011.19 ms [2021-05-04 18:50:08 main:581] : INFO : Epoch 1934 | loss: 0.0312163 | val_loss: 0.0312166 | Time: 1977.97 ms [2021-05-04 18:50:10 main:581] : INFO : Epoch 1935 | loss: 0.0312161 | val_loss: 0.0312222 | Time: 1973 ms [2021-05-04 18:50:12 main:581] : INFO : Epoch 1936 | loss: 0.031217 | val_loss: 0.0312148 | Time: 1978.87 ms [2021-05-04 18:50:14 main:581] : INFO : Epoch 1937 | loss: 0.0312146 | val_loss: 0.0312156 | Time: 2059.4 ms [2021-05-04 18:50:17 main:581] : INFO : Epoch 1938 | loss: 0.0312149 | val_loss: 0.0312166 | Time: 2039.85 ms [2021-05-04 18:50:18 main:581] : INFO : Epoch 1939 | loss: 0.0312159 | val_loss: 0.0312197 | Time: 1986.91 ms [2021-05-04 18:50:21 main:581] : INFO : Epoch 1940 | loss: 0.0312175 | val_loss: 0.0312266 | Time: 2029.53 ms [2021-05-04 18:50:22 main:581] : INFO : Epoch 1941 | loss: 0.0312164 | val_loss: 0.0312156 | Time: 1959.29 ms [2021-05-04 18:50:25 main:581] : INFO : Epoch 1942 | loss: 0.0312143 | val_loss: 0.0312154 | Time: 2032.99 ms [2021-05-04 18:50:27 main:581] : INFO : Epoch 1943 | loss: 0.0312145 | val_loss: 0.0312147 | Time: 2049.33 ms [2021-05-04 18:50:29 main:581] : INFO : Epoch 1944 | loss: 0.0312139 | val_loss: 0.0312206 | Time: 1983.25 ms [2021-05-04 18:50:31 main:581] : INFO : Epoch 1945 | loss: 0.0312189 | val_loss: 0.0312157 | Time: 2019.59 ms [2021-05-04 18:50:33 main:581] : INFO : Epoch 1946 | loss: 0.0312152 | val_loss: 0.0312151 | Time: 2058.86 ms [2021-05-04 18:50:35 main:581] : INFO : Epoch 1947 | loss: 0.031214 | val_loss: 0.0312151 | Time: 2051.17 ms [2021-05-04 18:50:37 main:581] : INFO : Epoch 1948 | loss: 0.0312168 | val_loss: 0.0312257 | Time: 2043.74 ms [2021-05-04 18:50:39 main:581] : INFO : Epoch 1949 | loss: 0.0312199 | val_loss: 0.031219 | Time: 2041.28 ms [2021-05-04 18:50:41 main:581] : INFO : Epoch 1950 | loss: 0.0312178 | val_loss: 0.0312192 | Time: 2039.62 ms [2021-05-04 18:50:43 main:581] : INFO : Epoch 1951 | loss: 0.0312169 | val_loss: 0.0312154 | Time: 2040.16 ms [2021-05-04 18:50:45 main:581] : INFO : Epoch 1952 | loss: 0.0312162 | val_loss: 0.0312148 | Time: 2032.21 ms [2021-05-04 18:50:47 main:581] : INFO : Epoch 1953 | loss: 0.0312158 | val_loss: 0.0312155 | Time: 1996.27 ms [2021-05-04 18:50:49 main:581] : INFO : Epoch 1954 | loss: 0.0312143 | val_loss: 0.0312175 | Time: 1967.89 ms [2021-05-04 18:50:51 main:581] : INFO : Epoch 1955 | loss: 0.0312192 | val_loss: 0.0312157 | Time: 1994.23 ms [2021-05-04 18:50:53 main:581] : INFO : Epoch 1956 | loss: 0.0312216 | val_loss: 0.0312156 | Time: 1999.65 ms [2021-05-04 18:50:55 main:581] : INFO : Epoch 1957 | loss: 0.0312145 | val_loss: 0.0312158 | Time: 1981.48 ms [2021-05-04 18:50:57 main:581] : INFO : Epoch 1958 | loss: 0.0312143 | val_loss: 0.0312148 | Time: 2018.45 ms [2021-05-04 18:50:59 main:581] : INFO : Epoch 1959 | loss: 0.0312137 | val_loss: 0.0312151 | Time: 2030.65 ms [2021-05-04 18:51:01 main:581] : INFO : Epoch 1960 | loss: 0.0312151 | val_loss: 0.0312145 | Time: 1936.79 ms [2021-05-04 18:51:03 main:581] : INFO : Epoch 1961 | loss: 0.0312178 | val_loss: 0.0312157 | Time: 1980.16 ms [2021-05-04 18:51:05 main:581] : INFO : Epoch 1962 | loss: 0.0312167 | val_loss: 0.0312165 | Time: 1991.88 ms [2021-05-04 18:51:07 main:581] : INFO : Epoch 1963 | loss: 0.0312159 | val_loss: 0.0312174 | Time: 2000.15 ms [2021-05-04 18:51:09 main:581] : INFO : Epoch 1964 | loss: 0.0312157 | val_loss: 0.0312162 | Time: 2026.17 ms [2021-05-04 18:51:11 main:581] : INFO : Epoch 1965 | loss: 0.0312147 | val_loss: 0.0312149 | Time: 2054.07 ms [2021-05-04 18:51:13 main:581] : INFO : Epoch 1966 | loss: 0.0312143 | val_loss: 0.0312175 | Time: 1968.29 ms [2021-05-04 18:51:15 main:581] : INFO : Epoch 1967 | loss: 0.0312144 | val_loss: 0.0312158 | Time: 2025.47 ms [2021-05-04 18:51:17 main:581] : INFO : Epoch 1968 | loss: 0.0312145 | val_loss: 0.0312144 | Time: 2017.62 ms [2021-05-04 18:51:19 main:581] : INFO : Epoch 1969 | loss: 0.0312181 | val_loss: 0.0312174 | Time: 2017.41 ms [2021-05-04 18:51:21 main:581] : INFO : Epoch 1970 | loss: 0.0312161 | val_loss: 0.0312154 | Time: 2038.98 ms [2021-05-04 18:51:23 main:581] : INFO : Epoch 1971 | loss: 0.0312157 | val_loss: 0.0312153 | Time: 2043.46 ms [2021-05-04 18:51:25 main:581] : INFO : Epoch 1972 | loss: 0.0312154 | val_loss: 0.0312164 | Time: 1986.52 ms [2021-05-04 18:51:27 main:581] : INFO : Epoch 1973 | loss: 0.0312155 | val_loss: 0.0312173 | Time: 1968.85 ms [2021-05-04 18:51:29 main:581] : INFO : Epoch 1974 | loss: 0.0312185 | val_loss: 0.0312174 | Time: 2046.95 ms [2021-05-04 18:51:31 main:581] : INFO : Epoch 1975 | loss: 0.031215 | val_loss: 0.0312159 | Time: 2046.66 ms [2021-05-04 18:51:33 main:581] : INFO : Epoch 1976 | loss: 0.0312145 | val_loss: 0.0312208 | Time: 2052.97 ms [2021-05-04 18:51:35 main:581] : INFO : Epoch 1977 | loss: 0.0312173 | val_loss: 0.0312169 | Time: 1988.28 ms [2021-05-04 18:51:37 main:581] : INFO : Epoch 1978 | loss: 0.0312165 | val_loss: 0.0312182 | Time: 2001.36 ms [2021-05-04 18:51:39 main:581] : INFO : Epoch 1979 | loss: 0.0312141 | val_loss: 0.0312147 | Time: 1968.11 ms [2021-05-04 18:51:41 main:581] : INFO : Epoch 1980 | loss: 0.0312146 | val_loss: 0.0312196 | Time: 2045.17 ms [2021-05-04 18:51:43 main:581] : INFO : Epoch 1981 | loss: 0.0312152 | val_loss: 0.0312189 | Time: 2042.5 ms [2021-05-04 18:51:45 main:581] : INFO : Epoch 1982 | loss: 0.0312155 | val_loss: 0.0312161 | Time: 2037.35 ms [2021-05-04 18:51:47 main:581] : INFO : Epoch 1983 | loss: 0.0312147 | val_loss: 0.0312168 | Time: 2005.19 ms [2021-05-04 18:51:49 main:581] : INFO : Epoch 1984 | loss: 0.0312165 | val_loss: 0.0312204 | Time: 1956.79 ms [2021-05-04 18:51:51 main:581] : INFO : Epoch 1985 | loss: 0.0312185 | val_loss: 0.0312192 | Time: 1964.7 ms [2021-05-04 18:51:53 main:581] : INFO : Epoch 1986 | loss: 0.0312161 | val_loss: 0.0312164 | Time: 1951.32 ms [2021-05-04 18:51:55 main:581] : INFO : Epoch 1987 | loss: 0.0312142 | val_loss: 0.0312162 | Time: 1966.23 ms [2021-05-04 18:51:57 main:581] : INFO : Epoch 1988 | loss: 0.0312135 | val_loss: 0.0312145 | Time: 2031.25 ms [2021-05-04 18:51:59 main:581] : INFO : Epoch 1989 | loss: 0.031215 | val_loss: 0.0312169 | Time: 2039.9 ms [2021-05-04 18:52:01 main:581] : INFO : Epoch 1990 | loss: 0.0312167 | val_loss: 0.0312154 | Time: 2033.13 ms [2021-05-04 18:52:03 main:581] : INFO : Epoch 1991 | loss: 0.031214 | val_loss: 0.031215 | Time: 2020.8 ms [2021-05-04 18:52:05 main:581] : INFO : Epoch 1992 | loss: 0.0312146 | val_loss: 0.0312174 | Time: 2011.98 ms [2021-05-04 18:52:07 main:581] : INFO : Epoch 1993 | loss: 0.031215 | val_loss: 0.0312157 | Time: 2003.06 ms [2021-05-04 18:52:09 main:581] : INFO : Epoch 1994 | loss: 0.0312139 | val_loss: 0.0312148 | Time: 2041.54 ms [2021-05-04 18:52:11 main:581] : INFO : Epoch 1995 | loss: 0.0312155 | val_loss: 0.0312157 | Time: 2040.85 ms [2021-05-04 18:52:13 main:581] : INFO : Epoch 1996 | loss: 0.0312144 | val_loss: 0.0312169 | Time: 2049.41 ms [2021-05-04 18:52:15 main:581] : INFO : Epoch 1997 | loss: 0.0312141 | val_loss: 0.0312177 | Time: 2037.45 ms [2021-05-04 18:52:17 main:581] : INFO : Epoch 1998 | loss: 0.0312143 | val_loss: 0.0312153 | Time: 1991.68 ms [2021-05-04 18:52:19 main:581] : INFO : Epoch 1999 | loss: 0.0312134 | val_loss: 0.0312148 | Time: 2029.29 ms [2021-05-04 18:52:21 main:581] : INFO : Epoch 2000 | loss: 0.0312136 | val_loss: 0.031215 | Time: 2001.64 ms [2021-05-04 18:52:23 main:581] : INFO : Epoch 2001 | loss: 0.0312148 | val_loss: 0.0312149 | Time: 2047.16 ms [2021-05-04 18:52:25 main:581] : INFO : Epoch 2002 | loss: 0.0312148 | val_loss: 0.0312185 | Time: 2031.35 ms [2021-05-04 18:52:27 main:581] : INFO : Epoch 2003 | loss: 0.031215 | val_loss: 0.0312153 | Time: 2008.44 ms [2021-05-04 18:52:29 main:581] : INFO : Epoch 2004 | loss: 0.0312143 | val_loss: 0.0312163 | Time: 2007.14 ms [2021-05-04 18:52:31 main:581] : INFO : Epoch 2005 | loss: 0.0312154 | val_loss: 0.0312225 | Time: 2042.86 ms [2021-05-04 18:52:34 main:581] : INFO : Epoch 2006 | loss: 0.0312159 | val_loss: 0.0312155 | Time: 2038.93 ms [2021-05-04 18:52:36 main:581] : INFO : Epoch 2007 | loss: 0.0312159 | val_loss: 0.0312222 | Time: 2048.29 ms [2021-05-04 18:52:38 main:581] : INFO : Epoch 2008 | loss: 0.0312152 | val_loss: 0.0312148 | Time: 2060.1 ms [2021-05-04 18:52:40 main:581] : INFO : Epoch 2009 | loss: 0.0312143 | val_loss: 0.0312145 | Time: 2040.63 ms [2021-05-04 18:52:42 main:581] : INFO : Epoch 2010 | loss: 0.0312141 | val_loss: 0.0312174 | Time: 2020.5 ms [2021-05-04 18:52:44 main:581] : INFO : Epoch 2011 | loss: 0.0312153 | val_loss: 0.0312161 | Time: 2033.66 ms [2021-05-04 18:52:46 main:581] : INFO : Epoch 2012 | loss: 0.0312142 | val_loss: 0.0312155 | Time: 2026 ms [2021-05-04 18:52:48 main:581] : INFO : Epoch 2013 | loss: 0.0312149 | val_loss: 0.0312155 | Time: 2002.93 ms [2021-05-04 18:52:50 main:581] : INFO : Epoch 2014 | loss: 0.0312183 | val_loss: 0.0312252 | Time: 1995.6 ms [2021-05-04 18:52:52 main:581] : INFO : Epoch 2015 | loss: 0.0312165 | val_loss: 0.0312163 | Time: 2041.12 ms [2021-05-04 18:52:54 main:581] : INFO : Epoch 2016 | loss: 0.0312144 | val_loss: 0.0312155 | Time: 2049.73 ms [2021-05-04 18:52:56 main:581] : INFO : Epoch 2017 | loss: 0.0312161 | val_loss: 0.0312176 | Time: 2034.55 ms [2021-05-04 18:52:58 main:581] : INFO : Epoch 2018 | loss: 0.0312175 | val_loss: 0.0312218 | Time: 2041.46 ms [2021-05-04 18:53:00 main:581] : INFO : Epoch 2019 | loss: 0.031218 | val_loss: 0.0312167 | Time: 2033.74 ms [2021-05-04 18:53:02 main:581] : INFO : Epoch 2020 | loss: 0.0312187 | val_loss: 0.0312163 | Time: 2039.07 ms [2021-05-04 18:53:04 main:581] : INFO : Epoch 2021 | loss: 0.0312162 | val_loss: 0.0312222 | Time: 2032.55 ms [2021-05-04 18:53:06 main:581] : INFO : Epoch 2022 | loss: 0.0312169 | val_loss: 0.0312169 | Time: 2021.84 ms [2021-05-04 18:53:08 main:581] : INFO : Epoch 2023 | loss: 0.0312148 | val_loss: 0.0312152 | Time: 1969.34 ms [2021-05-04 18:53:10 main:581] : INFO : Epoch 2024 | loss: 0.0312142 | val_loss: 0.0312157 | Time: 2035.84 ms [2021-05-04 18:53:12 main:581] : INFO : Epoch 2025 | loss: 0.0312137 | val_loss: 0.0312149 | Time: 2016.98 ms [2021-05-04 18:53:14 main:581] : INFO : Epoch 2026 | loss: 0.0312141 | val_loss: 0.0312155 | Time: 2028.93 ms [2021-05-04 18:53:16 main:581] : INFO : Epoch 2027 | loss: 0.0312148 | val_loss: 0.0312211 | Time: 2022.66 ms [2021-05-04 18:53:18 main:581] : INFO : Epoch 2028 | loss: 0.0312153 | val_loss: 0.0312158 | Time: 2031.06 ms [2021-05-04 18:53:20 main:581] : INFO : Epoch 2029 | loss: 0.0312157 | val_loss: 0.0312162 | Time: 2048.6 ms [2021-05-04 18:53:22 main:581] : INFO : Epoch 2030 | loss: 0.0312148 | val_loss: 0.0312157 | Time: 2030.5 ms [2021-05-04 18:53:24 main:581] : INFO : Epoch 2031 | loss: 0.031215 | val_loss: 0.0312157 | Time: 2037.84 ms [2021-05-04 18:53:26 main:581] : INFO : Epoch 2032 | loss: 0.0312144 | val_loss: 0.0312152 | Time: 2032.07 ms [2021-05-04 18:53:28 main:581] : INFO : Epoch 2033 | loss: 0.0312136 | val_loss: 0.0312148 | Time: 1963.62 ms [2021-05-04 18:53:30 main:581] : INFO : Epoch 2034 | loss: 0.0312146 | val_loss: 0.0312147 | Time: 1986.26 ms [2021-05-04 18:53:32 main:581] : INFO : Epoch 2035 | loss: 0.0312149 | val_loss: 0.0312169 | Time: 2018.28 ms [2021-05-04 18:53:34 main:581] : INFO : Epoch 2036 | loss: 0.0312139 | val_loss: 0.0312146 | Time: 2019.3 ms [2021-05-04 18:53:36 main:581] : INFO : Epoch 2037 | loss: 0.0312168 | val_loss: 0.0312172 | Time: 1986.14 ms [2021-05-04 18:53:38 main:581] : INFO : Epoch 2038 | loss: 0.0312161 | val_loss: 0.0312157 | Time: 2018.46 ms [2021-05-04 18:53:40 main:581] : INFO : Epoch 2039 | loss: 0.031216 | val_loss: 0.0312177 | Time: 1992.28 ms [2021-05-04 18:53:42 main:581] : INFO : Epoch 2040 | loss: 0.0312162 | val_loss: 0.0312177 | Time: 1984.45 ms [2021-05-04 18:53:44 main:581] : INFO : Epoch 2041 | loss: 0.0312184 | val_loss: 0.0312173 | Time: 1959.44 ms [2021-05-04 18:53:46 main:581] : INFO : Epoch 2042 | loss: 0.0312163 | val_loss: 0.0312209 | Time: 2029.75 ms [2021-05-04 18:53:48 main:581] : INFO : Epoch 2043 | loss: 0.0312164 | val_loss: 0.0312156 | Time: 1987.77 ms [2021-05-04 18:53:50 main:581] : INFO : Epoch 2044 | loss: 0.0312137 | val_loss: 0.0312148 | Time: 1962.59 ms [2021-05-04 18:53:52 main:581] : INFO : Epoch 2045 | loss: 0.0312137 | val_loss: 0.0312149 | Time: 2014.44 ms [2021-05-04 18:53:54 main:581] : INFO : Epoch 2046 | loss: 0.0312151 | val_loss: 0.0312153 | Time: 2042.63 ms [2021-05-04 18:53:56 main:581] : INFO : Epoch 2047 | loss: 0.0312144 | val_loss: 0.0312177 | Time: 2025.96 ms [2021-05-04 18:53:58 main:581] : INFO : Epoch 2048 | loss: 0.0312173 | val_loss: 0.031216 | Time: 2014.34 ms [2021-05-04 18:53:58 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031216 [2021-05-04 18:53:58 main:610] : INFO : Saving end state to config to file [2021-05-04 18:53:58 main:615] : INFO : Success, exiting.. 18:53:58 (1444141): 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)