Task 14618629
| Name | ParityModified-1647049238-29646-2-0_1 |
| Workunit | 10872548 |
| Created | 12 Apr 2022, 17:24:45 UTC |
| Sent | 12 Apr 2022, 17:29:16 UTC |
| Report deadline | 20 Apr 2022, 17:29:16 UTC |
| Received | 13 Apr 2022, 12:32:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 8 min 7 sec |
| CPU time | 1 hours 8 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,261.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0312154 | val_loss: 0.0312114 | Time: 1959.43 ms
[2022-04-13 06:15:53 main:581] : INFO : Epoch 1539 | loss: 0.0312154 | val_loss: 0.031212 | Time: 2002.13 ms
[2022-04-13 06:15:55 main:581] : INFO : Epoch 1540 | loss: 0.031215 | val_loss: 0.0312112 | Time: 2022.83 ms
[2022-04-13 06:15:57 main:581] : INFO : Epoch 1541 | loss: 0.0312178 | val_loss: 0.0312157 | Time: 2012.09 ms
[2022-04-13 06:15:59 main:581] : INFO : Epoch 1542 | loss: 0.0312175 | val_loss: 0.031211 | Time: 1985.46 ms
[2022-04-13 06:16:01 main:581] : INFO : Epoch 1543 | loss: 0.0312157 | val_loss: 0.0312237 | Time: 1951.3 ms
[2022-04-13 06:16:03 main:581] : INFO : Epoch 1544 | loss: 0.0312192 | val_loss: 0.0312115 | Time: 1981.62 ms
[2022-04-13 06:16:05 main:581] : INFO : Epoch 1545 | loss: 0.0312171 | val_loss: 0.0312249 | Time: 2010.92 ms
[2022-04-13 06:16:07 main:581] : INFO : Epoch 1546 | loss: 0.0312178 | val_loss: 0.0312151 | Time: 2017.56 ms
[2022-04-13 06:16:09 main:581] : INFO : Epoch 1547 | loss: 0.0312213 | val_loss: 0.0312144 | Time: 2008.16 ms
[2022-04-13 06:16:11 main:581] : INFO : Epoch 1548 | loss: 0.0312206 | val_loss: 0.031215 | Time: 2019.24 ms
[2022-04-13 06:16:13 main:581] : INFO : Epoch 1549 | loss: 0.0312209 | val_loss: 0.0312148 | Time: 1963.79 ms
[2022-04-13 06:16:15 main:581] : INFO : Epoch 1550 | loss: 0.0312166 | val_loss: 0.0312131 | Time: 2002.16 ms
[2022-04-13 06:16:17 main:581] : INFO : Epoch 1551 | loss: 0.0312151 | val_loss: 0.0312125 | Time: 1925.73 ms
[2022-04-13 06:16:19 main:581] : INFO : Epoch 1552 | loss: 0.0312165 | val_loss: 0.0312227 | Time: 1962.48 ms
[2022-04-13 06:16:21 main:581] : INFO : Epoch 1553 | loss: 0.0312223 | val_loss: 0.0312125 | Time: 1978.89 ms
[2022-04-13 06:16:23 main:581] : INFO : Epoch 1554 | loss: 0.0312164 | val_loss: 0.0312125 | Time: 1998.06 ms
[2022-04-13 06:16:25 main:581] : INFO : Epoch 1555 | loss: 0.0312155 | val_loss: 0.031212 | Time: 2027.35 ms
[2022-04-13 06:16:27 main:581] : INFO : Epoch 1556 | loss: 0.0312189 | val_loss: 0.0312146 | Time: 2013.82 ms
[2022-04-13 06:16:29 main:581] : INFO : Epoch 1557 | loss: 0.0312167 | val_loss: 0.0312118 | Time: 1959.43 ms
[2022-04-13 06:16:31 main:581] : INFO : Epoch 1558 | loss: 0.0312156 | val_loss: 0.0312122 | Time: 1943.41 ms
[2022-04-13 06:16:33 main:581] : INFO : Epoch 1559 | loss: 0.0312158 | val_loss: 0.0312135 | Time: 1951.73 ms
[2022-04-13 06:16:35 main:581] : INFO : Epoch 1560 | loss: 0.0312152 | val_loss: 0.0312127 | Time: 1993.56 ms
[2022-04-13 06:16:37 main:581] : INFO : Epoch 1561 | loss: 0.0312159 | val_loss: 0.031212 | Time: 1998.34 ms
[2022-04-13 06:16:39 main:581] : INFO : Epoch 1562 | loss: 0.0312156 | val_loss: 0.0312161 | Time: 1942.46 ms
[2022-04-13 06:16:41 main:581] : INFO : Epoch 1563 | loss: 0.031216 | val_loss: 0.0312122 | Time: 1984.45 ms
[2022-04-13 06:16:43 main:581] : INFO : Epoch 1564 | loss: 0.0312163 | val_loss: 0.0312131 | Time: 1949.75 ms
[2022-04-13 06:16:45 main:581] : INFO : Epoch 1565 | loss: 0.0312166 | val_loss: 0.0312132 | Time: 2012.33 ms
[2022-04-13 06:16:47 main:581] : INFO : Epoch 1566 | loss: 0.0312168 | val_loss: 0.031222 | Time: 1945.08 ms
[2022-04-13 06:16:49 main:581] : INFO : Epoch 1567 | loss: 0.0312222 | val_loss: 0.0312119 | Time: 2032.19 ms
[2022-04-13 06:16:51 main:581] : INFO : Epoch 1568 | loss: 0.0312157 | val_loss: 0.0312137 | Time: 2012.89 ms
[2022-04-13 06:16:53 main:581] : INFO : Epoch 1569 | loss: 0.0312171 | val_loss: 0.0312129 | Time: 2005.16 ms
[2022-04-13 06:16:55 main:581] : INFO : Epoch 1570 | loss: 0.0312168 | val_loss: 0.0312124 | Time: 1996.33 ms
[2022-04-13 06:16:57 main:581] : INFO : Epoch 1571 | loss: 0.0312162 | val_loss: 0.0312119 | Time: 1966.07 ms
[2022-04-13 06:16:59 main:581] : INFO : Epoch 1572 | loss: 0.0312152 | val_loss: 0.0312116 | Time: 1994.13 ms
[2022-04-13 06:17:01 main:581] : INFO : Epoch 1573 | loss: 0.0312149 | val_loss: 0.0312119 | Time: 1997.49 ms
[2022-04-13 06:17:03 main:581] : INFO : Epoch 1574 | loss: 0.0312153 | val_loss: 0.0312119 | Time: 1987.41 ms
[2022-04-13 06:17:05 main:581] : INFO : Epoch 1575 | loss: 0.0312161 | val_loss: 0.0312166 | Time: 1954.6 ms
[2022-04-13 06:17:07 main:581] : INFO : Epoch 1576 | loss: 0.031218 | val_loss: 0.0312121 | Time: 2000.68 ms
[2022-04-13 06:17:09 main:581] : INFO : Epoch 1577 | loss: 0.0312171 | val_loss: 0.0312145 | Time: 2013.16 ms
[2022-04-13 06:17:11 main:581] : INFO : Epoch 1578 | loss: 0.0312164 | val_loss: 0.0312151 | Time: 2000.86 ms
[2022-04-13 06:17:13 main:581] : INFO : Epoch 1579 | loss: 0.0312174 | val_loss: 0.0312119 | Time: 1954.58 ms
[2022-04-13 06:17:14 main:581] : INFO : Epoch 1580 | loss: 0.0312158 | val_loss: 0.0312121 | Time: 1941.59 ms
[2022-04-13 06:17:16 main:581] : INFO : Epoch 1581 | loss: 0.0312152 | val_loss: 0.031219 | Time: 1932.1 ms
[2022-04-13 06:17:18 main:581] : INFO : Epoch 1582 | loss: 0.0312183 | val_loss: 0.0312123 | Time: 1954.52 ms
[2022-04-13 06:17:20 main:581] : INFO : Epoch 1583 | loss: 0.0312152 | val_loss: 0.0312137 | Time: 1910.26 ms
[2022-04-13 06:17:22 main:581] : INFO : Epoch 1584 | loss: 0.0312146 | val_loss: 0.0312123 | Time: 1941.66 ms
[2022-04-13 06:17:24 main:581] : INFO : Epoch 1585 | loss: 0.0312145 | val_loss: 0.0312145 | Time: 1969.89 ms
[2022-04-13 06:17:26 main:581] : INFO : Epoch 1586 | loss: 0.0312177 | val_loss: 0.0312173 | Time: 1968.79 ms
[2022-04-13 06:17:28 main:581] : INFO : Epoch 1587 | loss: 0.0312169 | val_loss: 0.0312118 | Time: 1972.77 ms
[2022-04-13 06:17:30 main:581] : INFO : Epoch 1588 | loss: 0.0312146 | val_loss: 0.0312118 | Time: 1981.82 ms
[2022-04-13 06:17:32 main:581] : INFO : Epoch 1589 | loss: 0.0312164 | val_loss: 0.0312139 | Time: 1987.21 ms
[2022-04-13 06:17:34 main:581] : INFO : Epoch 1590 | loss: 0.0312167 | val_loss: 0.031212 | Time: 1952.56 ms
[2022-04-13 06:17:36 main:581] : INFO : Epoch 1591 | loss: 0.0312157 | val_loss: 0.0312121 | Time: 1961.4 ms
[2022-04-13 06:17:38 main:581] : INFO : Epoch 1592 | loss: 0.0312136 | val_loss: 0.0312144 | Time: 1995.95 ms
[2022-04-13 06:17:40 main:581] : INFO : Epoch 1593 | loss: 0.0312135 | val_loss: 0.0312171 | Time: 1970.3 ms
[2022-04-13 06:17:42 main:581] : INFO : Epoch 1594 | loss: 0.0312128 | val_loss: 0.031209 | Time: 1965.25 ms
[2022-04-13 06:17:44 main:581] : INFO : Epoch 1595 | loss: 0.0312108 | val_loss: 0.0312133 | Time: 1945.33 ms
[2022-04-13 06:17:46 main:581] : INFO : Epoch 1596 | loss: 0.0312101 | val_loss: 0.0312075 | Time: 1972.4 ms
[2022-04-13 06:17:48 main:581] : INFO : Epoch 1597 | loss: 0.0312095 | val_loss: 0.031209 | Time: 1931.34 ms
[2022-04-13 06:17:50 main:581] : INFO : Epoch 1598 | loss: 0.0312116 | val_loss: 0.0312064 | Time: 1944.54 ms
[2022-04-13 06:17:52 main:581] : INFO : Epoch 1599 | loss: 0.0312097 | val_loss: 0.0312068 | Time: 1975.48 ms
[2022-04-13 06:17:54 main:581] : INFO : Epoch 1600 | loss: 0.0312088 | val_loss: 0.031207 | Time: 1953.54 ms
[2022-04-13 06:17:56 main:581] : INFO : Epoch 1601 | loss: 0.0312111 | val_loss: 0.0312087 | Time: 1953.68 ms
[2022-04-13 06:17:58 main:581] : INFO : Epoch 1602 | loss: 0.0312095 | val_loss: 0.0312064 | Time: 1964.61 ms
[2022-04-13 06:18:00 main:581] : INFO : Epoch 1603 | loss: 0.0312097 | val_loss: 0.0312074 | Time: 1965 ms
[2022-04-13 06:18:02 main:581] : INFO : Epoch 1604 | loss: 0.0312121 | val_loss: 0.0312064 | Time: 1976.41 ms
[2022-04-13 06:18:04 main:581] : INFO : Epoch 1605 | loss: 0.0312114 | val_loss: 0.0312061 | Time: 1978.67 ms
[2022-04-13 06:18:05 main:581] : INFO : Epoch 1606 | loss: 0.0312111 | val_loss: 0.0312195 | Time: 1953.57 ms
[2022-04-13 06:18:07 main:581] : INFO : Epoch 1607 | loss: 0.031215 | val_loss: 0.0312134 | Time: 1963.63 ms
[2022-04-13 06:18:09 main:581] : INFO : Epoch 1608 | loss: 0.0312136 | val_loss: 0.0312161 | Time: 1927.11 ms
[2022-04-13 06:18:11 main:581] : INFO : Epoch 1609 | loss: 0.0312185 | val_loss: 0.0312116 | Time: 2001.81 ms
[2022-04-13 06:18:13 main:581] : INFO : Epoch 1610 | loss: 0.0312116 | val_loss: 0.0312108 | Time: 1982.57 ms
[2022-04-13 06:18:15 main:581] : INFO : Epoch 1611 | loss: 0.0312141 | val_loss: 0.0312124 | Time: 1984.67 ms
[2022-04-13 06:18:17 main:581] : INFO : Epoch 1612 | loss: 0.0312105 | val_loss: 0.0312104 | Time: 1967.05 ms
[2022-04-13 06:18:19 main:581] : INFO : Epoch 1613 | loss: 0.0312098 | val_loss: 0.031208 | Time: 1984.25 ms
[2022-04-13 06:18:21 main:581] : INFO : Epoch 1614 | loss: 0.0312104 | val_loss: 0.0312079 | Time: 1985.99 ms
[2022-04-13 06:18:23 main:581] : INFO : Epoch 1615 | loss: 0.0312097 | val_loss: 0.0312093 | Time: 1996.6 ms
[2022-04-13 06:18:25 main:581] : INFO : Epoch 1616 | loss: 0.0312107 | val_loss: 0.0312089 | Time: 1972.28 ms
[2022-04-13 06:18:27 main:581] : INFO : Epoch 1617 | loss: 0.0312113 | val_loss: 0.0312089 | Time: 1995.64 ms
[2022-04-13 06:18:29 main:581] : INFO : Epoch 1618 | loss: 0.0312098 | val_loss: 0.0312071 | Time: 2012.69 ms
[2022-04-13 06:18:31 main:581] : INFO : Epoch 1619 | loss: 0.0312089 | val_loss: 0.0312078 | Time: 1968.56 ms
[2022-04-13 06:18:33 main:581] : INFO : Epoch 1620 | loss: 0.0312111 | val_loss: 0.0312107 | Time: 1941.15 ms
[2022-04-13 06:18:35 main:581] : INFO : Epoch 1621 | loss: 0.0312089 | val_loss: 0.0312064 | Time: 1977.33 ms
[2022-04-13 06:18:37 main:581] : INFO : Epoch 1622 | loss: 0.0312115 | val_loss: 0.0312059 | Time: 1957.12 ms
[2022-04-13 06:18:39 main:581] : INFO : Epoch 1623 | loss: 0.031209 | val_loss: 0.0312116 | Time: 1989.66 ms
[2022-04-13 06:18:41 main:581] : INFO : Epoch 1624 | loss: 0.0312099 | val_loss: 0.0312064 | Time: 1993.19 ms
[2022-04-13 06:18:43 main:581] : INFO : Epoch 1625 | loss: 0.0312088 | val_loss: 0.0312074 | Time: 2002.39 ms
[2022-04-13 06:18:45 main:581] : INFO : Epoch 1626 | loss: 0.0312083 | val_loss: 0.0312075 | Time: 1975.74 ms
[2022-04-13 06:18:47 main:581] : INFO : Epoch 1627 | loss: 0.0312084 | val_loss: 0.031209 | Time: 1979.5 ms
[2022-04-13 06:18:49 main:581] : INFO : Epoch 1628 | loss: 0.0312129 | val_loss: 0.0312059 | Time: 1988.87 ms
[2022-04-13 06:18:51 main:581] : INFO : Epoch 1629 | loss: 0.0312141 | val_loss: 0.0312074 | Time: 1985.24 ms
[2022-04-13 06:18:53 main:581] : INFO : Epoch 1630 | loss: 0.0312112 | val_loss: 0.0312066 | Time: 1996.77 ms
[2022-04-13 06:18:55 main:581] : INFO : Epoch 1631 | loss: 0.0312129 | val_loss: 0.0312114 | Time: 1985.87 ms
[2022-04-13 06:18:57 main:581] : INFO : Epoch 1632 | loss: 0.0312133 | val_loss: 0.0312209 | Time: 1965.8 ms
[2022-04-13 06:18:59 main:581] : INFO : Epoch 1633 | loss: 0.0312129 | val_loss: 0.0312081 | Time: 1929.31 ms
[2022-04-13 06:19:01 main:581] : INFO : Epoch 1634 | loss: 0.0312099 | val_loss: 0.0312076 | Time: 2019.21 ms
[2022-04-13 06:19:03 main:581] : INFO : Epoch 1635 | loss: 0.0312112 | val_loss: 0.0312104 | Time: 1988.86 ms
[2022-04-13 06:19:05 main:581] : INFO : Epoch 1636 | loss: 0.0312116 | val_loss: 0.0312143 | Time: 1969.61 ms
[2022-04-13 06:19:07 main:581] : INFO : Epoch 1637 | loss: 0.0312103 | val_loss: 0.0312067 | Time: 1916.33 ms
[2022-04-13 06:19:09 main:581] : INFO : Epoch 1638 | loss: 0.0312083 | val_loss: 0.0312065 | Time: 1937.55 ms
[2022-04-13 06:19:11 main:581] : INFO : Epoch 1639 | loss: 0.0312082 | val_loss: 0.0312083 | Time: 1932.75 ms
[2022-04-13 06:19:13 main:581] : INFO : Epoch 1640 | loss: 0.0312107 | val_loss: 0.0312146 | Time: 1967.56 ms
[2022-04-13 06:19:15 main:581] : INFO : Epoch 1641 | loss: 0.0312122 | val_loss: 0.0312086 | Time: 1962.71 ms
[2022-04-13 06:19:17 main:581] : INFO : Epoch 1642 | loss: 0.0312087 | val_loss: 0.0312074 | Time: 2025.9 ms
[2022-04-13 06:19:19 main:581] : INFO : Epoch 1643 | loss: 0.0312086 | val_loss: 0.0312073 | Time: 1983.2 ms
[2022-04-13 06:19:21 main:581] : INFO : Epoch 1644 | loss: 0.0312081 | val_loss: 0.0312066 | Time: 1963.52 ms
[2022-04-13 06:19:23 main:581] : INFO : Epoch 1645 | loss: 0.0312081 | val_loss: 0.03121 | Time: 1974.25 ms
[2022-04-13 06:19:25 main:581] : INFO : Epoch 1646 | loss: 0.031209 | val_loss: 0.0312074 | Time: 1982.07 ms
[2022-04-13 06:19:27 main:581] : INFO : Epoch 1647 | loss: 0.0312138 | val_loss: 0.0312104 | Time: 2003.72 ms
[2022-04-13 06:19:29 main:581] : INFO : Epoch 1648 | loss: 0.0312109 | val_loss: 0.0312078 | Time: 1996.26 ms
[2022-04-13 06:19:30 main:581] : INFO : Epoch 1649 | loss: 0.0312083 | val_loss: 0.0312069 | Time: 1969.49 ms
[2022-04-13 06:19:32 main:581] : INFO : Epoch 1650 | loss: 0.0312087 | val_loss: 0.0312069 | Time: 1997.96 ms
[2022-04-13 06:19:34 main:581] : INFO : Epoch 1651 | loss: 0.03121 | val_loss: 0.031211 | Time: 2010.71 ms
[2022-04-13 06:19:36 main:581] : INFO : Epoch 1652 | loss: 0.0312105 | val_loss: 0.0312085 | Time: 1995.55 ms
[2022-04-13 06:19:39 main:581] : INFO : Epoch 1653 | loss: 0.0312093 | val_loss: 0.0312091 | Time: 2018 ms
[2022-04-13 06:19:40 main:581] : INFO : Epoch 1654 | loss: 0.031211 | val_loss: 0.0312091 | Time: 1959.18 ms
[2022-04-13 06:19:42 main:581] : INFO : Epoch 1655 | loss: 0.0312086 | val_loss: 0.0312081 | Time: 1983.07 ms
[2022-04-13 06:19:44 main:581] : INFO : Epoch 1656 | loss: 0.0312089 | val_loss: 0.0312082 | Time: 1971.07 ms
[2022-04-13 06:19:46 main:581] : INFO : Epoch 1657 | loss: 0.0312123 | val_loss: 0.0312076 | Time: 1992.23 ms
[2022-04-13 06:19:48 main:581] : INFO : Epoch 1658 | loss: 0.0312097 | val_loss: 0.0312102 | Time: 2005.74 ms
[2022-04-13 06:19:50 main:581] : INFO : Epoch 1659 | loss: 0.0312114 | val_loss: 0.0312089 | Time: 1999.31 ms
[2022-04-13 06:19:52 main:581] : INFO : Epoch 1660 | loss: 0.0312095 | val_loss: 0.0312067 | Time: 1994.72 ms
[2022-04-13 06:19:54 main:581] : INFO : Epoch 1661 | loss: 0.0312097 | val_loss: 0.0312131 | Time: 1969.57 ms
[2022-04-13 06:19:56 main:581] : INFO : Epoch 1662 | loss: 0.0312141 | val_loss: 0.031211 | Time: 1973.36 ms
[2022-04-13 06:19:58 main:581] : INFO : Epoch 1663 | loss: 0.0312118 | val_loss: 0.031209 | Time: 1992.96 ms
[2022-04-13 06:20:00 main:581] : INFO : Epoch 1664 | loss: 0.0312115 | val_loss: 0.0312176 | Time: 1993.92 ms
[2022-04-13 06:20:02 main:581] : INFO : Epoch 1665 | loss: 0.0312111 | val_loss: 0.0312104 | Time: 1982.81 ms
[2022-04-13 06:20:04 main:581] : INFO : Epoch 1666 | loss: 0.0312139 | val_loss: 0.0312104 | Time: 1991.35 ms
[2022-04-13 06:20:06 main:581] : INFO : Epoch 1667 | loss: 0.0312121 | val_loss: 0.0312077 | Time: 1977.51 ms
[2022-04-13 06:20:08 main:581] : INFO : Epoch 1668 | loss: 0.0312087 | val_loss: 0.0312074 | Time: 2001.34 ms
[2022-04-13 06:20:10 main:581] : INFO : Epoch 1669 | loss: 0.0312096 | val_loss: 0.0312078 | Time: 1985.72 ms
[2022-04-13 06:20:12 main:581] : INFO : Epoch 1670 | loss: 0.0312107 | val_loss: 0.0312079 | Time: 1991.42 ms
[2022-04-13 06:20:14 main:581] : INFO : Epoch 1671 | loss: 0.0312101 | val_loss: 0.0312067 | Time: 1918.64 ms
[2022-04-13 06:20:16 main:581] : INFO : Epoch 1672 | loss: 0.0312078 | val_loss: 0.0312068 | Time: 1951.21 ms
[2022-04-13 06:20:18 main:581] : INFO : Epoch 1673 | loss: 0.0312082 | val_loss: 0.0312092 | Time: 2018.27 ms
[2022-04-13 06:20:20 main:581] : INFO : Epoch 1674 | loss: 0.0312101 | val_loss: 0.0312081 | Time: 1994.74 ms
[2022-04-13 06:20:22 main:581] : INFO : Epoch 1675 | loss: 0.0312098 | val_loss: 0.0312076 | Time: 1969.52 ms
[2022-04-13 06:20:24 main:581] : INFO : Epoch 1676 | loss: 0.03121 | val_loss: 0.0312076 | Time: 1962.17 ms
[2022-04-13 06:20:26 main:581] : INFO : Epoch 1677 | loss: 0.0312111 | val_loss: 0.0312085 | Time: 1962.52 ms
[2022-04-13 06:20:28 main:581] : INFO : Epoch 1678 | loss: 0.0312095 | val_loss: 0.0312078 | Time: 1940.13 ms
[2022-04-13 06:20:30 main:581] : INFO : Epoch 1679 | loss: 0.031211 | val_loss: 0.03121 | Time: 2018.01 ms
[2022-04-13 06:20:32 main:581] : INFO : Epoch 1680 | loss: 0.0312076 | val_loss: 0.0312071 | Time: 1989.52 ms
[2022-04-13 06:20:34 main:581] : INFO : Epoch 1681 | loss: 0.0312076 | val_loss: 0.0312076 | Time: 1982.94 ms
[2022-04-13 06:20:36 main:581] : INFO : Epoch 1682 | loss: 0.0312082 | val_loss: 0.0312089 | Time: 1987.03 ms
[2022-04-13 06:20:38 main:581] : INFO : Epoch 1683 | loss: 0.0312098 | val_loss: 0.0312069 | Time: 1972.92 ms
[2022-04-13 06:20:40 main:581] : INFO : Epoch 1684 | loss: 0.0312081 | val_loss: 0.0312072 | Time: 2017.41 ms
[2022-04-13 06:20:42 main:581] : INFO : Epoch 1685 | loss: 0.0312081 | val_loss: 0.0312072 | Time: 2010.78 ms
[2022-04-13 06:20:44 main:581] : INFO : Epoch 1686 | loss: 0.0312088 | val_loss: 0.0312072 | Time: 1979.24 ms
[2022-04-13 06:20:46 main:581] : INFO : Epoch 1687 | loss: 0.0312132 | val_loss: 0.0312219 | Time: 2007.88 ms
[2022-04-13 06:20:48 main:581] : INFO : Epoch 1688 | loss: 0.0312166 | val_loss: 0.0312072 | Time: 1939.77 ms
[2022-04-13 06:20:50 main:581] : INFO : Epoch 1689 | loss: 0.0312102 | val_loss: 0.0312094 | Time: 2005.25 ms
[2022-04-13 06:20:52 main:581] : INFO : Epoch 1690 | loss: 0.0312106 | val_loss: 0.0312094 | Time: 1941.69 ms
[2022-04-13 06:20:54 main:581] : INFO : Epoch 1691 | loss: 0.0312094 | val_loss: 0.0312098 | Time: 1954.04 ms
[2022-04-13 06:20:56 main:581] : INFO : Epoch 1692 | loss: 0.031208 | val_loss: 0.0312072 | Time: 1966.21 ms
[2022-04-13 06:20:58 main:581] : INFO : Epoch 1693 | loss: 0.0312085 | val_loss: 0.0312076 | Time: 1996.99 ms
[2022-04-13 06:21:00 main:581] : INFO : Epoch 1694 | loss: 0.0312115 | val_loss: 0.0312147 | Time: 1976.79 ms
[2022-04-13 06:21:02 main:581] : INFO : Epoch 1695 | loss: 0.0312115 | val_loss: 0.0312075 | Time: 2012.52 ms
[2022-04-13 06:21:04 main:581] : INFO : Epoch 1696 | loss: 0.0312076 | val_loss: 0.0312075 | Time: 1934.95 ms
[2022-04-13 06:21:06 main:581] : INFO : Epoch 1697 | loss: 0.0312083 | val_loss: 0.0312076 | Time: 1943.69 ms
[2022-04-13 06:21:08 main:581] : INFO : Epoch 1698 | loss: 0.0312095 | val_loss: 0.0312072 | Time: 1976.67 ms
[2022-04-13 06:21:10 main:581] : INFO : Epoch 1699 | loss: 0.031209 | val_loss: 0.0312115 | Time: 2016.23 ms
[2022-04-13 06:21:12 main:581] : INFO : Epoch 1700 | loss: 0.0312096 | val_loss: 0.0312102 | Time: 2004.27 ms
[2022-04-13 06:21:14 main:581] : INFO : Epoch 1701 | loss: 0.0312104 | val_loss: 0.0312077 | Time: 1912.61 ms
[2022-04-13 06:21:15 main:581] : INFO : Epoch 1702 | loss: 0.0312094 | val_loss: 0.0312065 | Time: 1923.08 ms
[2022-04-13 06:21:17 main:581] : INFO : Epoch 1703 | loss: 0.0312088 | val_loss: 0.0312077 | Time: 1965.57 ms
[2022-04-13 06:21:19 main:581] : INFO : Epoch 1704 | loss: 0.0312089 | val_loss: 0.0312098 | Time: 1939.56 ms
[2022-04-13 06:21:21 main:581] : INFO : Epoch 1705 | loss: 0.031209 | val_loss: 0.0312068 | Time: 1992.09 ms
[2022-04-13 06:21:23 main:581] : INFO : Epoch 1706 | loss: 0.03121 | val_loss: 0.031218 | Time: 1931.04 ms
[2022-04-13 06:21:25 main:581] : INFO : Epoch 1707 | loss: 0.031211 | val_loss: 0.0312063 | Time: 1916.84 ms
[2022-04-13 06:21:27 main:581] : INFO : Epoch 1708 | loss: 0.0312082 | val_loss: 0.0312066 | Time: 1957.19 ms
[2022-04-13 06:21:29 main:581] : INFO : Epoch 1709 | loss: 0.0312088 | val_loss: 0.0312063 | Time: 1986.89 ms
[2022-04-13 06:21:31 main:581] : INFO : Epoch 1710 | loss: 0.0312086 | val_loss: 0.0312081 | Time: 1980.14 ms
[2022-04-13 06:21:33 main:581] : INFO : Epoch 1711 | loss: 0.0312091 | val_loss: 0.0312095 | Time: 1989.1 ms
[2022-04-13 06:21:35 main:581] : INFO : Epoch 1712 | loss: 0.0312085 | val_loss: 0.0312069 | Time: 1934.72 ms
[2022-04-13 06:21:37 main:581] : INFO : Epoch 1713 | loss: 0.0312103 | val_loss: 0.0312067 | Time: 1932.17 ms
[2022-04-13 06:21:39 main:581] : INFO : Epoch 1714 | loss: 0.0312115 | val_loss: 0.0312078 | Time: 1956.17 ms
[2022-04-13 06:21:41 main:581] : INFO : Epoch 1715 | loss: 0.0312087 | val_loss: 0.0312076 | Time: 1974.75 ms
[2022-04-13 06:21:43 main:581] : INFO : Epoch 1716 | loss: 0.0312096 | val_loss: 0.0312061 | Time: 1963.19 ms
[2022-04-13 06:21:45 main:581] : INFO : Epoch 1717 | loss: 0.0312082 | val_loss: 0.0312093 | Time: 1914.5 ms
[2022-04-13 06:21:47 main:581] : INFO : Epoch 1718 | loss: 0.0312106 | val_loss: 0.0312114 | Time: 1952.72 ms
[2022-04-13 06:21:49 main:581] : INFO : Epoch 1719 | loss: 0.0312087 | val_loss: 0.031209 | Time: 1941.39 ms
[2022-04-13 06:21:51 main:581] : INFO : Epoch 1720 | loss: 0.0312085 | val_loss: 0.0312072 | Time: 1913.53 ms
[2022-04-13 06:21:53 main:581] : INFO : Epoch 1721 | loss: 0.0312087 | val_loss: 0.0312065 | Time: 1970.76 ms
[2022-04-13 06:21:54 main:581] : INFO : Epoch 1722 | loss: 0.0312088 | val_loss: 0.0312071 | Time: 1887.7 ms
[2022-04-13 06:21:56 main:581] : INFO : Epoch 1723 | loss: 0.0312095 | val_loss: 0.0312075 | Time: 1931.12 ms
[2022-04-13 06:21:58 main:581] : INFO : Epoch 1724 | loss: 0.0312086 | val_loss: 0.0312076 | Time: 1960.26 ms
[2022-04-13 06:22:00 main:581] : INFO : Epoch 1725 | loss: 0.0312115 | val_loss: 0.0312137 | Time: 1960.19 ms
[2022-04-13 06:22:02 main:581] : INFO : Epoch 1726 | loss: 0.0312114 | val_loss: 0.0312082 | Time: 1916.08 ms
[2022-04-13 06:22:04 main:581] : INFO : Epoch 1727 | loss: 0.0312089 | val_loss: 0.0312084 | Time: 1949.34 ms
[2022-04-13 06:22:06 main:581] : INFO : Epoch 1728 | loss: 0.0312084 | val_loss: 0.0312057 | Time: 1957.82 ms
[2022-04-13 06:22:08 main:581] : INFO : Epoch 1729 | loss: 0.0312102 | val_loss: 0.031211 | Time: 1946.6 ms
[2022-04-13 06:22:10 main:581] : INFO : Epoch 1730 | loss: 0.0312085 | val_loss: 0.0312059 | Time: 1965.69 ms
[2022-04-13 06:22:12 main:581] : INFO : Epoch 1731 | loss: 0.0312083 | val_loss: 0.0312072 | Time: 1982.27 ms
[2022-04-13 06:22:14 main:581] : INFO : Epoch 1732 | loss: 0.0312089 | val_loss: 0.0312234 | Time: 2009.46 ms
[2022-04-13 06:22:16 main:581] : INFO : Epoch 1733 | loss: 0.0312159 | val_loss: 0.0312076 | Time: 1971.02 ms
[2022-04-13 06:22:18 main:581] : INFO : Epoch 1734 | loss: 0.03121 | val_loss: 0.0312093 | Time: 1985.98 ms
[2022-04-13 06:22:20 main:581] : INFO : Epoch 1735 | loss: 0.0312083 | val_loss: 0.0312086 | Time: 1981.52 ms
[2022-04-13 06:22:22 main:581] : INFO : Epoch 1736 | loss: 0.0312098 | val_loss: 0.031206 | Time: 1953.08 ms
[2022-04-13 06:22:24 main:581] : INFO : Epoch 1737 | loss: 0.0312084 | val_loss: 0.0312066 | Time: 1994.9 ms
[2022-04-13 06:22:26 main:581] : INFO : Epoch 1738 | loss: 0.0312086 | val_loss: 0.0312111 | Time: 1952.3 ms
[2022-04-13 06:22:28 main:581] : INFO : Epoch 1739 | loss: 0.0312101 | val_loss: 0.0312061 | Time: 1991.3 ms
[2022-04-13 06:22:30 main:581] : INFO : Epoch 1740 | loss: 0.0312081 | val_loss: 0.0312064 | Time: 2002.64 ms
[2022-04-13 06:22:32 main:581] : INFO : Epoch 1741 | loss: 0.0312079 | val_loss: 0.0312063 | Time: 1983.08 ms
[2022-04-13 06:22:34 main:581] : INFO : Epoch 1742 | loss: 0.0312089 | val_loss: 0.0312058 | Time: 1997.29 ms
[2022-04-13 06:22:36 main:581] : INFO : Epoch 1743 | loss: 0.0312103 | val_loss: 0.0312082 | Time: 1971.73 ms
[2022-04-13 06:22:38 main:581] : INFO : Epoch 1744 | loss: 0.0312112 | val_loss: 0.031208 | Time: 1994.51 ms
[2022-04-13 06:22:40 main:581] : INFO : Epoch 1745 | loss: 0.0312096 | val_loss: 0.0312094 | Time: 1969.32 ms
[2022-04-13 06:22:42 main:581] : INFO : Epoch 1746 | loss: 0.0312084 | val_loss: 0.0312053 | Time: 1971.09 ms
[2022-04-13 06:22:44 main:581] : INFO : Epoch 1747 | loss: 0.0312078 | val_loss: 0.0312056 | Time: 1985.28 ms
[2022-04-13 06:22:46 main:581] : INFO : Epoch 1748 | loss: 0.0312088 | val_loss: 0.0312099 | Time: 1975.01 ms
[2022-04-13 06:22:48 main:581] : INFO : Epoch 1749 | loss: 0.031213 | val_loss: 0.0312107 | Time: 1981.16 ms
[2022-04-13 06:22:50 main:581] : INFO : Epoch 1750 | loss: 0.0312116 | val_loss: 0.0312098 | Time: 1986.35 ms
[2022-04-13 06:22:52 main:581] : INFO : Epoch 1751 | loss: 0.0312118 | val_loss: 0.0312058 | Time: 1981.39 ms
[2022-04-13 06:22:54 main:581] : INFO : Epoch 1752 | loss: 0.0312096 | val_loss: 0.0312162 | Time: 1994.45 ms
[2022-04-13 06:22:56 main:581] : INFO : Epoch 1753 | loss: 0.0312114 | val_loss: 0.0312052 | Time: 1995.57 ms
[2022-04-13 06:22:58 main:581] : INFO : Epoch 1754 | loss: 0.0312087 | val_loss: 0.0312062 | Time: 1945.64 ms
[2022-04-13 06:23:00 main:581] : INFO : Epoch 1755 | loss: 0.0312079 | val_loss: 0.0312088 | Time: 2001.67 ms
[2022-04-13 06:23:02 main:581] : INFO : Epoch 1756 | loss: 0.0312087 | val_loss: 0.0312056 | Time: 1978.63 ms
[2022-04-13 06:23:04 main:581] : INFO : Epoch 1757 | loss: 0.0312078 | val_loss: 0.0312063 | Time: 2022.42 ms
[2022-04-13 06:23:06 main:581] : INFO : Epoch 1758 | loss: 0.0312087 | val_loss: 0.0312056 | Time: 1923.62 ms
[2022-04-13 06:23:08 main:581] : INFO : Epoch 1759 | loss: 0.0312087 | val_loss: 0.0312067 | Time: 2003.99 ms
[2022-04-13 06:23:10 main:581] : INFO : Epoch 1760 | loss: 0.0312092 | val_loss: 0.0312082 | Time: 1991.65 ms
[2022-04-13 06:23:12 main:581] : INFO : Epoch 1761 | loss: 0.0312085 | val_loss: 0.031206 | Time: 1988.99 ms
[2022-04-13 06:23:14 main:581] : INFO : Epoch 1762 | loss: 0.0312084 | val_loss: 0.0312062 | Time: 1928.08 ms
[2022-04-13 06:23:15 main:581] : INFO : Epoch 1763 | loss: 0.0312081 | val_loss: 0.03121 | Time: 1994.27 ms
[2022-04-13 06:23:17 main:581] : INFO : Epoch 1764 | loss: 0.0312088 | val_loss: 0.0312065 | Time: 1969.35 ms
[2022-04-13 06:23:19 main:581] : INFO : Epoch 1765 | loss: 0.0312089 | val_loss: 0.0312057 | Time: 1968.96 ms
[2022-04-13 06:23:21 main:581] : INFO : Epoch 1766 | loss: 0.031209 | val_loss: 0.0312057 | Time: 1976.65 ms
[2022-04-13 06:23:23 main:581] : INFO : Epoch 1767 | loss: 0.0312083 | val_loss: 0.0312099 | Time: 1963.52 ms
[2022-04-13 06:23:25 main:581] : INFO : Epoch 1768 | loss: 0.0312137 | val_loss: 0.0312079 | Time: 1975.26 ms
[2022-04-13 06:23:27 main:581] : INFO : Epoch 1769 | loss: 0.0312163 | val_loss: 0.0312137 | Time: 2020.26 ms
[2022-04-13 06:23:29 main:581] : INFO : Epoch 1770 | loss: 0.0312123 | val_loss: 0.031209 | Time: 1995.37 ms
[2022-04-13 06:23:31 main:581] : INFO : Epoch 1771 | loss: 0.0312082 | val_loss: 0.0312071 | Time: 1986.48 ms
[2022-04-13 06:23:33 main:581] : INFO : Epoch 1772 | loss: 0.0312089 | val_loss: 0.0312061 | Time: 1996.89 ms
[2022-04-13 06:23:35 main:581] : INFO : Epoch 1773 | loss: 0.0312078 | val_loss: 0.031213 | Time: 1977.52 ms
[2022-04-13 06:23:37 main:581] : INFO : Epoch 1774 | loss: 0.0312105 | val_loss: 0.0312078 | Time: 1942.73 ms
[2022-04-13 06:23:39 main:581] : INFO : Epoch 1775 | loss: 0.0312084 | val_loss: 0.0312069 | Time: 1984.95 ms
[2022-04-13 06:23:41 main:581] : INFO : Epoch 1776 | loss: 0.0312094 | val_loss: 0.0312088 | Time: 2012.42 ms
[2022-04-13 06:23:43 main:581] : INFO : Epoch 1777 | loss: 0.0312096 | val_loss: 0.0312104 | Time: 2009.83 ms
[2022-04-13 06:23:45 main:581] : INFO : Epoch 1778 | loss: 0.0312123 | val_loss: 0.0312185 | Time: 1997.1 ms
[2022-04-13 06:23:47 main:581] : INFO : Epoch 1779 | loss: 0.0312135 | val_loss: 0.0312088 | Time: 2021.97 ms
[2022-04-13 06:23:49 main:581] : INFO : Epoch 1780 | loss: 0.0312075 | val_loss: 0.0312066 | Time: 2001.39 ms
[2022-04-13 06:23:51 main:581] : INFO : Epoch 1781 | loss: 0.0312077 | val_loss: 0.031206 | Time: 1981.65 ms
[2022-04-13 06:23:53 main:581] : INFO : Epoch 1782 | loss: 0.0312079 | val_loss: 0.0312057 | Time: 1983.68 ms
[2022-04-13 06:23:55 main:581] : INFO : Epoch 1783 | loss: 0.0312092 | val_loss: 0.0312059 | Time: 2031.58 ms
[2022-04-13 06:23:57 main:581] : INFO : Epoch 1784 | loss: 0.0312084 | val_loss: 0.0312077 | Time: 2012.49 ms
[2022-04-13 06:23:59 main:581] : INFO : Epoch 1785 | loss: 0.0312093 | val_loss: 0.0312063 | Time: 2008.21 ms
[2022-04-13 06:24:01 main:581] : INFO : Epoch 1786 | loss: 0.0312076 | val_loss: 0.0312198 | Time: 1995.06 ms
[2022-04-13 06:24:03 main:581] : INFO : Epoch 1787 | loss: 0.0312117 | val_loss: 0.0312065 | Time: 2029.91 ms
[2022-04-13 06:24:05 main:581] : INFO : Epoch 1788 | loss: 0.0312118 | val_loss: 0.0312089 | Time: 1984.56 ms
[2022-04-13 06:24:07 main:581] : INFO : Epoch 1789 | loss: 0.031211 | val_loss: 0.0312063 | Time: 1965.54 ms
[2022-04-13 06:24:09 main:581] : INFO : Epoch 1790 | loss: 0.0312075 | val_loss: 0.0312069 | Time: 1977.28 ms
[2022-04-13 06:24:11 main:581] : INFO : Epoch 1791 | loss: 0.0312094 | val_loss: 0.0312135 | Time: 1981.73 ms
[2022-04-13 06:24:13 main:581] : INFO : Epoch 1792 | loss: 0.0312109 | val_loss: 0.0312159 | Time: 1976.93 ms
[2022-04-13 06:24:15 main:581] : INFO : Epoch 1793 | loss: 0.0312105 | val_loss: 0.0312063 | Time: 1964.82 ms
[2022-04-13 06:24:17 main:581] : INFO : Epoch 1794 | loss: 0.0312081 | val_loss: 0.0312126 | Time: 2013.11 ms
[2022-04-13 06:24:19 main:581] : INFO : Epoch 1795 | loss: 0.0312116 | val_loss: 0.0312089 | Time: 1943.84 ms
[2022-04-13 06:24:21 main:581] : INFO : Epoch 1796 | loss: 0.0312085 | val_loss: 0.0312066 | Time: 1978.55 ms
[2022-04-13 06:24:23 main:581] : INFO : Epoch 1797 | loss: 0.0312077 | val_loss: 0.0312106 | Time: 2027.2 ms
[2022-04-13 06:24:25 main:581] : INFO : Epoch 1798 | loss: 0.0312129 | val_loss: 0.0312058 | Time: 1954.5 ms
[2022-04-13 06:24:27 main:581] : INFO : Epoch 1799 | loss: 0.031208 | val_loss: 0.0312062 | Time: 2014.8 ms
[2022-04-13 06:24:29 main:581] : INFO : Epoch 1800 | loss: 0.0312079 | val_loss: 0.0312065 | Time: 1999.33 ms
[2022-04-13 06:24:31 main:581] : INFO : Epoch 1801 | loss: 0.0312074 | val_loss: 0.0312073 | Time: 2024.13 ms
[2022-04-13 06:24:33 main:581] : INFO : Epoch 1802 | loss: 0.0312084 | val_loss: 0.0312068 | Time: 1996.37 ms
[2022-04-13 06:24:35 main:581] : INFO : Epoch 1803 | loss: 0.0312087 | val_loss: 0.0312061 | Time: 1978.64 ms
[2022-04-13 06:24:37 main:581] : INFO : Epoch 1804 | loss: 0.0312072 | val_loss: 0.031206 | Time: 2036.25 ms
[2022-04-13 06:24:39 main:581] : INFO : Epoch 1805 | loss: 0.031207 | val_loss: 0.0312124 | Time: 2030.25 ms
[2022-04-13 06:24:41 main:581] : INFO : Epoch 1806 | loss: 0.0312112 | val_loss: 0.031206 | Time: 1995.8 ms
[2022-04-13 06:24:43 main:581] : INFO : Epoch 1807 | loss: 0.031208 | val_loss: 0.0312069 | Time: 2009.62 ms
[2022-04-13 06:24:45 main:581] : INFO : Epoch 1808 | loss: 0.0312079 | val_loss: 0.0312067 | Time: 1983.17 ms
[2022-04-13 06:24:47 main:581] : INFO : Epoch 1809 | loss: 0.0312088 | val_loss: 0.0312061 | Time: 2007.27 ms
[2022-04-13 06:24:49 main:581] : INFO : Epoch 1810 | loss: 0.0312107 | val_loss: 0.0312067 | Time: 1985.6 ms
[2022-04-13 06:24:51 main:581] : INFO : Epoch 1811 | loss: 0.031209 | val_loss: 0.031206 | Time: 1980.96 ms
[2022-04-13 06:24:53 main:581] : INFO : Epoch 1812 | loss: 0.0312085 | val_loss: 0.031206 | Time: 2004.53 ms
[2022-04-13 06:24:55 main:581] : INFO : Epoch 1813 | loss: 0.0312098 | val_loss: 0.0312063 | Time: 2027.2 ms
[2022-04-13 06:24:57 main:581] : INFO : Epoch 1814 | loss: 0.0312084 | val_loss: 0.0312082 | Time: 1993.48 ms
[2022-04-13 06:24:59 main:581] : INFO : Epoch 1815 | loss: 0.0312092 | val_loss: 0.031206 | Time: 1998.6 ms
[2022-04-13 06:25:01 main:581] : INFO : Epoch 1816 | loss: 0.0312076 | val_loss: 0.0312066 | Time: 1983.13 ms
[2022-04-13 06:25:03 main:581] : INFO : Epoch 1817 | loss: 0.0312107 | val_loss: 0.0312103 | Time: 1986.21 ms
[2022-04-13 06:25:05 main:581] : INFO : Epoch 1818 | loss: 0.0312086 | val_loss: 0.0312066 | Time: 1999.19 ms
[2022-04-13 06:25:07 main:581] : INFO : Epoch 1819 | loss: 0.0312083 | val_loss: 0.0312083 | Time: 2023.46 ms
[2022-04-13 06:25:09 main:581] : INFO : Epoch 1820 | loss: 0.0312083 | val_loss: 0.0312102 | Time: 1946.59 ms
[2022-04-13 06:25:11 main:581] : INFO : Epoch 1821 | loss: 0.0312081 | val_loss: 0.0312059 | Time: 1995.51 ms
[2022-04-13 06:25:13 main:581] : INFO : Epoch 1822 | loss: 0.0312091 | val_loss: 0.0312057 | Time: 1934.75 ms
[2022-04-13 06:25:15 main:581] : INFO : Epoch 1823 | loss: 0.0312094 | val_loss: 0.0312063 | Time: 1980.07 ms
[2022-04-13 06:25:17 main:581] : INFO : Epoch 1824 | loss: 0.0312081 | val_loss: 0.0312056 | Time: 1981.19 ms
[2022-04-13 06:25:19 main:581] : INFO : Epoch 1825 | loss: 0.0312087 | val_loss: 0.0312077 | Time: 1971.52 ms
[2022-04-13 06:25:21 main:581] : INFO : Epoch 1826 | loss: 0.0312093 | val_loss: 0.0312077 | Time: 1978.06 ms
[2022-04-13 06:25:23 main:581] : INFO : Epoch 1827 | loss: 0.0312146 | val_loss: 0.0312152 | Time: 2003.61 ms
[2022-04-13 06:25:25 main:581] : INFO : Epoch 1828 | loss: 0.0312101 | val_loss: 0.0312061 | Time: 2022.07 ms
[2022-04-13 06:25:27 main:581] : INFO : Epoch 1829 | loss: 0.0312112 | val_loss: 0.0312176 | Time: 2026.92 ms
[2022-04-13 06:25:29 main:581] : INFO : Epoch 1830 | loss: 0.0312096 | val_loss: 0.0312064 | Time: 1961.75 ms
[2022-04-13 06:25:31 main:581] : INFO : Epoch 1831 | loss: 0.0312083 | val_loss: 0.0312066 | Time: 2019.32 ms
[2022-04-13 06:25:33 main:581] : INFO : Epoch 1832 | loss: 0.0312088 | val_loss: 0.0312064 | Time: 2026.1 ms
[2022-04-13 06:25:35 main:581] : INFO : Epoch 1833 | loss: 0.031208 | val_loss: 0.0312063 | Time: 1938.73 ms
[2022-04-13 06:25:37 main:581] : INFO : Epoch 1834 | loss: 0.0312091 | val_loss: 0.0312061 | Time: 1951.75 ms
[2022-04-13 06:25:39 main:581] : INFO : Epoch 1835 | loss: 0.0312091 | val_loss: 0.0312065 | Time: 2017.09 ms
[2022-04-13 06:25:41 main:581] : INFO : Epoch 1836 | loss: 0.0312089 | val_loss: 0.0312101 | Time: 2035.91 ms
[2022-04-13 06:25:43 main:581] : INFO : Epoch 1837 | loss: 0.0312093 | val_loss: 0.0312067 | Time: 2023.17 ms
[2022-04-13 06:25:45 main:581] : INFO : Epoch 1838 | loss: 0.0312084 | val_loss: 0.03121 | Time: 1958.76 ms
[2022-04-13 06:25:47 main:581] : INFO : Epoch 1839 | loss: 0.0312082 | val_loss: 0.031206 | Time: 1996.56 ms
[2022-04-13 06:25:49 main:581] : INFO : Epoch 1840 | loss: 0.0312075 | val_loss: 0.0312072 | Time: 2007.22 ms
[2022-04-13 06:25:51 main:581] : INFO : Epoch 1841 | loss: 0.0312089 | val_loss: 0.0312101 | Time: 1981.39 ms
[2022-04-13 06:25:53 main:581] : INFO : Epoch 1842 | loss: 0.0312085 | val_loss: 0.0312064 | Time: 1962.45 ms
[2022-04-13 06:25:55 main:581] : INFO : Epoch 1843 | loss: 0.0312086 | val_loss: 0.0312108 | Time: 1988.5 ms
[2022-04-13 06:25:57 main:581] : INFO : Epoch 1844 | loss: 0.0312098 | val_loss: 0.0312062 | Time: 2003.68 ms
[2022-04-13 06:25:59 main:581] : INFO : Epoch 1845 | loss: 0.0312103 | val_loss: 0.0312049 | Time: 1997.07 ms
[2022-04-13 06:26:01 main:581] : INFO : Epoch 1846 | loss: 0.0312103 | val_loss: 0.0312096 | Time: 1996.75 ms
[2022-04-13 06:26:03 main:581] : INFO : Epoch 1847 | loss: 0.031213 | val_loss: 0.0312093 | Time: 1994.58 ms
[2022-04-13 06:26:05 main:581] : INFO : Epoch 1848 | loss: 0.0312089 | val_loss: 0.031206 | Time: 1974.86 ms
[2022-04-13 06:26:07 main:581] : INFO : Epoch 1849 | loss: 0.0312081 | val_loss: 0.0312058 | Time: 1956 ms
[2022-04-13 06:26:09 main:581] : INFO : Epoch 1850 | loss: 0.031208 | val_loss: 0.0312055 | Time: 2030.5 ms
[2022-04-13 06:26:11 main:581] : INFO : Epoch 1851 | loss: 0.0312075 | val_loss: 0.0312058 | Time: 1999.96 ms
[2022-04-13 06:26:13 main:581] : INFO : Epoch 1852 | loss: 0.0312071 | val_loss: 0.0312055 | Time: 1991.72 ms
[2022-04-13 06:26:15 main:581] : INFO : Epoch 1853 | loss: 0.0312086 | val_loss: 0.0312103 | Time: 1958.3 ms
[2022-04-13 06:26:17 main:581] : INFO : Epoch 1854 | loss: 0.0312099 | val_loss: 0.031206 | Time: 1964.92 ms
[2022-04-13 06:26:19 main:581] : INFO : Epoch 1855 | loss: 0.0312068 | val_loss: 0.0312056 | Time: 1967.25 ms
[2022-04-13 06:26:21 main:581] : INFO : Epoch 1856 | loss: 0.031207 | val_loss: 0.0312103 | Time: 2021.79 ms
[2022-04-13 06:26:23 main:581] : INFO : Epoch 1857 | loss: 0.0312079 | val_loss: 0.0312058 | Time: 1984.01 ms
[2022-04-13 06:26:25 main:581] : INFO : Epoch 1858 | loss: 0.0312071 | val_loss: 0.0312056 | Time: 2011.57 ms
[2022-04-13 06:26:27 main:581] : INFO : Epoch 1859 | loss: 0.0312076 | val_loss: 0.0312057 | Time: 1994.25 ms
[2022-04-13 06:26:29 main:581] : INFO : Epoch 1860 | loss: 0.0312094 | val_loss: 0.031207 | Time: 2002.77 ms
[2022-04-13 06:26:31 main:581] : INFO : Epoch 1861 | loss: 0.0312078 | val_loss: 0.0312074 | Time: 1946.88 ms
[2022-04-13 06:26:33 main:581] : INFO : Epoch 1862 | loss: 0.031208 | val_loss: 0.0312093 | Time: 1965.64 ms
[2022-04-13 06:26:35 main:581] : INFO : Epoch 1863 | loss: 0.0312083 | val_loss: 0.0312099 | Time: 2000.35 ms
[2022-04-13 06:26:37 main:581] : INFO : Epoch 1864 | loss: 0.0312085 | val_loss: 0.0312115 | Time: 1978.73 ms
[2022-04-13 06:26:39 main:581] : INFO : Epoch 1865 | loss: 0.0312099 | val_loss: 0.0312122 | Time: 1946.52 ms
[2022-04-13 06:26:41 main:581] : INFO : Epoch 1866 | loss: 0.03121 | val_loss: 0.031207 | Time: 2003.03 ms
[2022-04-13 06:26:43 main:581] : INFO : Epoch 1867 | loss: 0.0312073 | val_loss: 0.0312089 | Time: 2002.57 ms
[2022-04-13 06:26:45 main:581] : INFO : Epoch 1868 | loss: 0.0312089 | val_loss: 0.0312089 | Time: 1991.61 ms
[2022-04-13 06:26:47 main:581] : INFO : Epoch 1869 | loss: 0.031208 | val_loss: 0.0312094 | Time: 2038.51 ms
[2022-04-13 06:26:49 main:581] : INFO : Epoch 1870 | loss: 0.0312078 | val_loss: 0.0312074 | Time: 2034.76 ms
[2022-04-13 06:26:51 main:581] : INFO : Epoch 1871 | loss: 0.0312096 | val_loss: 0.0312097 | Time: 2003.9 ms
[2022-04-13 06:26:53 main:581] : INFO : Epoch 1872 | loss: 0.0312138 | val_loss: 0.0312078 | Time: 2028.44 ms
[2022-04-13 06:26:55 main:581] : INFO : Epoch 1873 | loss: 0.0312103 | val_loss: 0.031209 | Time: 2013.62 ms
[2022-04-13 06:26:57 main:581] : INFO : Epoch 1874 | loss: 0.0312101 | val_loss: 0.0312092 | Time: 1981.16 ms
[2022-04-13 06:26:59 main:581] : INFO : Epoch 1875 | loss: 0.0312086 | val_loss: 0.0312076 | Time: 1942.38 ms
[2022-04-13 06:27:01 main:581] : INFO : Epoch 1876 | loss: 0.0312082 | val_loss: 0.0312077 | Time: 1990.52 ms
[2022-04-13 06:27:03 main:581] : INFO : Epoch 1877 | loss: 0.0312092 | val_loss: 0.031207 | Time: 1958.94 ms
[2022-04-13 06:27:05 main:581] : INFO : Epoch 1878 | loss: 0.0312074 | val_loss: 0.0312071 | Time: 1988.13 ms
[2022-04-13 06:27:07 main:581] : INFO : Epoch 1879 | loss: 0.031208 | val_loss: 0.0312072 | Time: 1988.51 ms
[2022-04-13 06:27:09 main:581] : INFO : Epoch 1880 | loss: 0.0312107 | val_loss: 0.0312085 | Time: 2020.63 ms
[2022-04-13 06:27:11 main:581] : INFO : Epoch 1881 | loss: 0.0312085 | val_loss: 0.0312146 | Time: 2001.79 ms
[2022-04-13 06:27:13 main:581] : INFO : Epoch 1882 | loss: 0.0312202 | val_loss: 0.0312327 | Time: 2006.92 ms
[2022-04-13 06:27:15 main:581] : INFO : Epoch 1883 | loss: 0.0312222 | val_loss: 0.0312149 | Time: 1979.52 ms
[2022-04-13 06:27:17 main:581] : INFO : Epoch 1884 | loss: 0.031216 | val_loss: 0.0312091 | Time: 1987.46 ms
[2022-04-13 06:27:19 main:581] : INFO : Epoch 1885 | loss: 0.0312107 | val_loss: 0.0312087 | Time: 2009.17 ms
[2022-04-13 06:27:21 main:581] : INFO : Epoch 1886 | loss: 0.0312083 | val_loss: 0.0312078 | Time: 2035.34 ms
[2022-04-13 06:27:23 main:581] : INFO : Epoch 1887 | loss: 0.0312077 | val_loss: 0.0312093 | Time: 1985.68 ms
[2022-04-13 06:27:25 main:581] : INFO : Epoch 1888 | loss: 0.0312086 | val_loss: 0.0312099 | Time: 1981.8 ms
[2022-04-13 06:27:27 main:581] : INFO : Epoch 1889 | loss: 0.0312099 | val_loss: 0.0312144 | Time: 1968.02 ms
[2022-04-13 06:27:29 main:581] : INFO : Epoch 1890 | loss: 0.0312107 | val_loss: 0.0312223 | Time: 1991.29 ms
[2022-04-13 06:27:31 main:581] : INFO : Epoch 1891 | loss: 0.0312145 | val_loss: 0.0312148 | Time: 1994.19 ms
[2022-04-13 06:27:33 main:581] : INFO : Epoch 1892 | loss: 0.0312113 | val_loss: 0.0312166 | Time: 1973.48 ms
[2022-04-13 06:27:35 main:581] : INFO : Epoch 1893 | loss: 0.0312094 | val_loss: 0.0312072 | Time: 2011.78 ms
[2022-04-13 06:27:37 main:581] : INFO : Epoch 1894 | loss: 0.0312079 | val_loss: 0.0312105 | Time: 1998.42 ms
[2022-04-13 06:27:38 main:581] : INFO : Epoch 1895 | loss: 0.0312104 | val_loss: 0.0312184 | Time: 1933.27 ms
[2022-04-13 06:27:40 main:581] : INFO : Epoch 1896 | loss: 0.0312108 | val_loss: 0.0312082 | Time: 1974.07 ms
[2022-04-13 06:27:42 main:581] : INFO : Epoch 1897 | loss: 0.031208 | val_loss: 0.0312089 | Time: 2037.83 ms
[2022-04-13 06:27:44 main:581] : INFO : Epoch 1898 | loss: 0.0312087 | val_loss: 0.0312104 | Time: 2006.97 ms
[2022-04-13 06:27:47 main:581] : INFO : Epoch 1899 | loss: 0.0312082 | val_loss: 0.0312066 | Time: 2034.75 ms
[2022-04-13 06:27:49 main:581] : INFO : Epoch 1900 | loss: 0.0312071 | val_loss: 0.0312066 | Time: 2017.08 ms
[2022-04-13 06:27:51 main:581] : INFO : Epoch 1901 | loss: 0.0312083 | val_loss: 0.0312065 | Time: 2003.15 ms
[2022-04-13 06:27:53 main:581] : INFO : Epoch 1902 | loss: 0.031208 | val_loss: 0.0312098 | Time: 2009.59 ms
[2022-04-13 06:27:55 main:581] : INFO : Epoch 1903 | loss: 0.0312082 | val_loss: 0.0312078 | Time: 2015.01 ms
[2022-04-13 06:27:57 main:581] : INFO : Epoch 1904 | loss: 0.0312072 | val_loss: 0.0312116 | Time: 1986.31 ms
[2022-04-13 06:27:59 main:581] : INFO : Epoch 1905 | loss: 0.0312095 | val_loss: 0.0312087 | Time: 2006.31 ms
[2022-04-13 06:28:01 main:581] : INFO : Epoch 1906 | loss: 0.0312072 | val_loss: 0.031207 | Time: 1995.91 ms
[2022-04-13 06:28:03 main:581] : INFO : Epoch 1907 | loss: 0.0312079 | val_loss: 0.0312087 | Time: 2019.3 ms
[2022-04-13 06:28:05 main:581] : INFO : Epoch 1908 | loss: 0.0312092 | val_loss: 0.0312065 | Time: 2046.41 ms
[2022-04-13 06:28:07 main:581] : INFO : Epoch 1909 | loss: 0.0312096 | val_loss: 0.0312096 | Time: 2013.93 ms
[2022-04-13 06:28:09 main:581] : INFO : Epoch 1910 | loss: 0.0312158 | val_loss: 0.0312258 | Time: 2018.75 ms
[2022-04-13 06:28:11 main:581] : INFO : Epoch 1911 | loss: 0.0312141 | val_loss: 0.0312071 | Time: 2007.46 ms
[2022-04-13 06:28:13 main:581] : INFO : Epoch 1912 | loss: 0.0312099 | val_loss: 0.0312126 | Time: 1940.84 ms
[2022-04-13 06:28:15 main:581] : INFO : Epoch 1913 | loss: 0.0312095 | val_loss: 0.0312072 | Time: 1989.75 ms
[2022-04-13 06:28:17 main:581] : INFO : Epoch 1914 | loss: 0.0312081 | val_loss: 0.031209 | Time: 1966.92 ms
[2022-04-13 06:28:19 main:581] : INFO : Epoch 1915 | loss: 0.0312085 | val_loss: 0.0312071 | Time: 1958.64 ms
[2022-04-13 06:28:20 main:581] : INFO : Epoch 1916 | loss: 0.0312073 | val_loss: 0.0312092 | Time: 1966.55 ms
[2022-04-13 06:28:22 main:581] : INFO : Epoch 1917 | loss: 0.03121 | val_loss: 0.0312078 | Time: 1952.81 ms
[2022-04-13 06:28:24 main:581] : INFO : Epoch 1918 | loss: 0.031211 | val_loss: 0.0312101 | Time: 1930.26 ms
[2022-04-13 06:28:26 main:581] : INFO : Epoch 1919 | loss: 0.0312109 | val_loss: 0.0312073 | Time: 1951.95 ms
[2022-04-13 06:28:28 main:581] : INFO : Epoch 1920 | loss: 0.0312074 | val_loss: 0.0312073 | Time: 2006.86 ms
[2022-04-13 06:28:30 main:581] : INFO : Epoch 1921 | loss: 0.0312078 | val_loss: 0.0312072 | Time: 2004.22 ms
[2022-04-13 06:28:32 main:581] : INFO : Epoch 1922 | loss: 0.0312084 | val_loss: 0.0312083 | Time: 2028.68 ms
[2022-04-13 06:28:34 main:581] : INFO : Epoch 1923 | loss: 0.0312072 | val_loss: 0.0312067 | Time: 1972.78 ms
[2022-04-13 06:28:36 main:581] : INFO : Epoch 1924 | loss: 0.0312092 | val_loss: 0.0312101 | Time: 1989.9 ms
[2022-04-13 06:28:38 main:581] : INFO : Epoch 1925 | loss: 0.0312085 | val_loss: 0.0312128 | Time: 1942.48 ms
[2022-04-13 06:28:40 main:581] : INFO : Epoch 1926 | loss: 0.0312101 | val_loss: 0.0312069 | Time: 2009.03 ms
[2022-04-13 06:28:42 main:581] : INFO : Epoch 1927 | loss: 0.0312094 | val_loss: 0.031208 | Time: 2033.13 ms
[2022-04-13 06:28:44 main:581] : INFO : Epoch 1928 | loss: 0.0312083 | val_loss: 0.0312069 | Time: 1974.47 ms
[2022-04-13 06:28:46 main:581] : INFO : Epoch 1929 | loss: 0.0312074 | val_loss: 0.0312068 | Time: 1930.61 ms
[2022-04-13 06:28:48 main:581] : INFO : Epoch 1930 | loss: 0.0312074 | val_loss: 0.0312065 | Time: 1976.04 ms
[2022-04-13 06:28:50 main:581] : INFO : Epoch 1931 | loss: 0.0312076 | val_loss: 0.031208 | Time: 1966.83 ms
[2022-04-13 06:28:52 main:581] : INFO : Epoch 1932 | loss: 0.0312093 | val_loss: 0.0312075 | Time: 1989.73 ms
[2022-04-13 06:28:54 main:581] : INFO : Epoch 1933 | loss: 0.031207 | val_loss: 0.0312067 | Time: 1974.23 ms
[2022-04-13 06:28:56 main:581] : INFO : Epoch 1934 | loss: 0.0312075 | val_loss: 0.0312074 | Time: 2019.34 ms
[2022-04-13 06:28:58 main:581] : INFO : Epoch 1935 | loss: 0.0312076 | val_loss: 0.0312081 | Time: 1929.96 ms
[2022-04-13 06:29:00 main:581] : INFO : Epoch 1936 | loss: 0.0312075 | val_loss: 0.0312087 | Time: 1984.15 ms
[2022-04-13 06:29:02 main:581] : INFO : Epoch 1937 | loss: 0.0312083 | val_loss: 0.0312085 | Time: 1968.78 ms
[2022-04-13 06:29:04 main:581] : INFO : Epoch 1938 | loss: 0.031209 | val_loss: 0.0312074 | Time: 1983.56 ms
[2022-04-13 06:29:06 main:581] : INFO : Epoch 1939 | loss: 0.0312075 | val_loss: 0.0312064 | Time: 2018.13 ms
[2022-04-13 06:29:08 main:581] : INFO : Epoch 1940 | loss: 0.0312095 | val_loss: 0.0312148 | Time: 2026.58 ms
[2022-04-13 06:29:10 main:581] : INFO : Epoch 1941 | loss: 0.0312088 | val_loss: 0.0312068 | Time: 2031.59 ms
[2022-04-13 06:29:12 main:581] : INFO : Epoch 1942 | loss: 0.0312078 | val_loss: 0.0312078 | Time: 1973.66 ms
[2022-04-13 06:29:14 main:581] : INFO : Epoch 1943 | loss: 0.0312071 | val_loss: 0.0312073 | Time: 1937.43 ms
[2022-04-13 06:29:16 main:581] : INFO : Epoch 1944 | loss: 0.0312082 | val_loss: 0.0312077 | Time: 2031.7 ms
[2022-04-13 06:29:18 main:581] : INFO : Epoch 1945 | loss: 0.0312089 | val_loss: 0.0312151 | Time: 2019.43 ms
[2022-04-13 06:29:20 main:581] : INFO : Epoch 1946 | loss: 0.031212 | val_loss: 0.0312088 | Time: 1957.74 ms
[2022-04-13 06:29:22 main:581] : INFO : Epoch 1947 | loss: 0.03121 | val_loss: 0.0312093 | Time: 1970.83 ms
[2022-04-13 06:29:24 main:581] : INFO : Epoch 1948 | loss: 0.0312084 | val_loss: 0.0312099 | Time: 1950.04 ms
[2022-04-13 06:29:26 main:581] : INFO : Epoch 1949 | loss: 0.0312094 | val_loss: 0.0312092 | Time: 1983.93 ms
[2022-04-13 06:29:28 main:581] : INFO : Epoch 1950 | loss: 0.0312074 | val_loss: 0.0312096 | Time: 2031.39 ms
[2022-04-13 06:29:30 main:581] : INFO : Epoch 1951 | loss: 0.0312072 | val_loss: 0.0312079 | Time: 1977.17 ms
[2022-04-13 06:29:32 main:581] : INFO : Epoch 1952 | loss: 0.0312076 | val_loss: 0.0312093 | Time: 1992.89 ms
[2022-04-13 06:29:34 main:581] : INFO : Epoch 1953 | loss: 0.0312084 | val_loss: 0.0312088 | Time: 1985.36 ms
[2022-04-13 06:29:36 main:581] : INFO : Epoch 1954 | loss: 0.0312072 | val_loss: 0.0312095 | Time: 2008.58 ms
[2022-04-13 06:29:38 main:581] : INFO : Epoch 1955 | loss: 0.0312088 | val_loss: 0.0312138 | Time: 2033.92 ms
[2022-04-13 06:29:40 main:581] : INFO : Epoch 1956 | loss: 0.0312093 | val_loss: 0.0312079 | Time: 1981.03 ms
[2022-04-13 06:29:42 main:581] : INFO : Epoch 1957 | loss: 0.0312106 | val_loss: 0.0312095 | Time: 2014.4 ms
[2022-04-13 06:29:44 main:581] : INFO : Epoch 1958 | loss: 0.0312094 | val_loss: 0.0312083 | Time: 1958.12 ms
[2022-04-13 06:29:46 main:581] : INFO : Epoch 1959 | loss: 0.0312076 | val_loss: 0.0312089 | Time: 2020.52 ms
[2022-04-13 06:29:48 main:581] : INFO : Epoch 1960 | loss: 0.0312074 | val_loss: 0.0312106 | Time: 2020.45 ms
[2022-04-13 06:29:50 main:581] : INFO : Epoch 1961 | loss: 0.0312078 | val_loss: 0.0312125 | Time: 2040.43 ms
[2022-04-13 06:29:52 main:581] : INFO : Epoch 1962 | loss: 0.0312104 | val_loss: 0.0312225 | Time: 1984.4 ms
[2022-04-13 06:29:54 main:581] : INFO : Epoch 1963 | loss: 0.0312119 | val_loss: 0.0312081 | Time: 2005.28 ms
[2022-04-13 06:29:56 main:581] : INFO : Epoch 1964 | loss: 0.0312083 | val_loss: 0.0312095 | Time: 2015.32 ms
[2022-04-13 06:29:58 main:581] : INFO : Epoch 1965 | loss: 0.0312088 | val_loss: 0.0312113 | Time: 2016.1 ms
[2022-04-13 06:30:00 main:581] : INFO : Epoch 1966 | loss: 0.0312096 | val_loss: 0.0312106 | Time: 2037.97 ms
[2022-04-13 06:30:02 main:581] : INFO : Epoch 1967 | loss: 0.0312113 | val_loss: 0.0312113 | Time: 2030.42 ms
[2022-04-13 06:30:04 main:581] : INFO : Epoch 1968 | loss: 0.0312086 | val_loss: 0.0312118 | Time: 2017.54 ms
[2022-04-13 06:30:06 main:581] : INFO : Epoch 1969 | loss: 0.0312082 | val_loss: 0.0312098 | Time: 1997.28 ms
[2022-04-13 06:30:08 main:581] : INFO : Epoch 1970 | loss: 0.0312069 | val_loss: 0.0312081 | Time: 1994.15 ms
[2022-04-13 06:30:10 main:581] : INFO : Epoch 1971 | loss: 0.0312088 | val_loss: 0.0312077 | Time: 1972.5 ms
[2022-04-13 06:30:12 main:581] : INFO : Epoch 1972 | loss: 0.0312115 | val_loss: 0.0312254 | Time: 2026.44 ms
[2022-04-13 06:30:14 main:581] : INFO : Epoch 1973 | loss: 0.0312127 | val_loss: 0.0312103 | Time: 2022.5 ms
[2022-04-13 06:30:16 main:581] : INFO : Epoch 1974 | loss: 0.0312081 | val_loss: 0.0312081 | Time: 1964.68 ms
[2022-04-13 06:30:18 main:581] : INFO : Epoch 1975 | loss: 0.0312083 | val_loss: 0.0312122 | Time: 1939.29 ms
[2022-04-13 06:30:20 main:581] : INFO : Epoch 1976 | loss: 0.0312105 | val_loss: 0.0312074 | Time: 1996.75 ms
[2022-04-13 06:30:22 main:581] : INFO : Epoch 1977 | loss: 0.0312097 | val_loss: 0.0312079 | Time: 1974.04 ms
[2022-04-13 06:30:24 main:581] : INFO : Epoch 1978 | loss: 0.0312079 | val_loss: 0.031207 | Time: 2000.4 ms
[2022-04-13 06:30:26 main:581] : INFO : Epoch 1979 | loss: 0.0312074 | val_loss: 0.0312086 | Time: 1992.41 ms
[2022-04-13 06:30:28 main:581] : INFO : Epoch 1980 | loss: 0.0312069 | val_loss: 0.0312065 | Time: 2000.6 ms
[2022-04-13 06:30:30 main:581] : INFO : Epoch 1981 | loss: 0.0312071 | val_loss: 0.0312074 | Time: 2033.05 ms
[2022-04-13 06:30:32 main:581] : INFO : Epoch 1982 | loss: 0.031207 | val_loss: 0.0312089 | Time: 2004.17 ms
[2022-04-13 06:30:34 main:581] : INFO : Epoch 1983 | loss: 0.031207 | val_loss: 0.0312085 | Time: 1992.98 ms
[2022-04-13 06:30:36 main:581] : INFO : Epoch 1984 | loss: 0.0312091 | val_loss: 0.0312084 | Time: 2028.83 ms
[2022-04-13 06:30:38 main:581] : INFO : Epoch 1985 | loss: 0.0312086 | val_loss: 0.0312076 | Time: 1984.05 ms
[2022-04-13 06:30:40 main:581] : INFO : Epoch 1986 | loss: 0.0312078 | val_loss: 0.0312085 | Time: 1999.91 ms
[2022-04-13 06:30:42 main:581] : INFO : Epoch 1987 | loss: 0.0312074 | val_loss: 0.0312072 | Time: 2019.01 ms
[2022-04-13 06:30:44 main:581] : INFO : Epoch 1988 | loss: 0.0312065 | val_loss: 0.0312077 | Time: 2026.76 ms
[2022-04-13 06:30:46 main:581] : INFO : Epoch 1989 | loss: 0.0312068 | val_loss: 0.0312098 | Time: 1974.83 ms
[2022-04-13 06:30:48 main:581] : INFO : Epoch 1990 | loss: 0.0312068 | val_loss: 0.0312108 | Time: 1996.36 ms
[2022-04-13 06:30:50 main:581] : INFO : Epoch 1991 | loss: 0.031207 | val_loss: 0.0312086 | Time: 1992.94 ms
[2022-04-13 06:30:52 main:581] : INFO : Epoch 1992 | loss: 0.0312069 | val_loss: 0.0312076 | Time: 2027.98 ms
[2022-04-13 06:30:54 main:581] : INFO : Epoch 1993 | loss: 0.0312076 | val_loss: 0.0312084 | Time: 2017.51 ms
[2022-04-13 06:30:56 main:581] : INFO : Epoch 1994 | loss: 0.0312129 | val_loss: 0.0312081 | Time: 1999.69 ms
[2022-04-13 06:30:58 main:581] : INFO : Epoch 1995 | loss: 0.0312093 | val_loss: 0.0312078 | Time: 2017.99 ms
[2022-04-13 06:31:00 main:581] : INFO : Epoch 1996 | loss: 0.0312112 | val_loss: 0.0312099 | Time: 1959.34 ms
[2022-04-13 06:31:02 main:581] : INFO : Epoch 1997 | loss: 0.0312079 | val_loss: 0.0312093 | Time: 2032.19 ms
[2022-04-13 06:31:04 main:581] : INFO : Epoch 1998 | loss: 0.0312093 | val_loss: 0.0312143 | Time: 1985.15 ms
[2022-04-13 06:31:06 main:581] : INFO : Epoch 1999 | loss: 0.0312093 | val_loss: 0.0312104 | Time: 2018.84 ms
[2022-04-13 06:31:08 main:581] : INFO : Epoch 2000 | loss: 0.0312071 | val_loss: 0.0312081 | Time: 2029.32 ms
[2022-04-13 06:31:10 main:581] : INFO : Epoch 2001 | loss: 0.0312075 | val_loss: 0.0312097 | Time: 2038.48 ms
[2022-04-13 06:31:12 main:581] : INFO : Epoch 2002 | loss: 0.0312112 | val_loss: 0.0312088 | Time: 2041.91 ms
[2022-04-13 06:31:14 main:581] : INFO : Epoch 2003 | loss: 0.0312101 | val_loss: 0.0312113 | Time: 2038.82 ms
[2022-04-13 06:31:16 main:581] : INFO : Epoch 2004 | loss: 0.0312081 | val_loss: 0.0312081 | Time: 2004.71 ms
[2022-04-13 06:31:18 main:581] : INFO : Epoch 2005 | loss: 0.0312092 | val_loss: 0.0312123 | Time: 2038.89 ms
[2022-04-13 06:31:20 main:581] : INFO : Epoch 2006 | loss: 0.0312083 | val_loss: 0.0312079 | Time: 1994.11 ms
[2022-04-13 06:31:22 main:581] : INFO : Epoch 2007 | loss: 0.0312068 | val_loss: 0.0312088 | Time: 1998.69 ms
[2022-04-13 06:31:24 main:581] : INFO : Epoch 2008 | loss: 0.0312076 | val_loss: 0.0312115 | Time: 2004.87 ms
[2022-04-13 06:31:26 main:581] : INFO : Epoch 2009 | loss: 0.0312104 | val_loss: 0.0312157 | Time: 2040.59 ms
[2022-04-13 06:31:28 main:581] : INFO : Epoch 2010 | loss: 0.0312097 | val_loss: 0.0312087 | Time: 2035.17 ms
[2022-04-13 06:31:30 main:581] : INFO : Epoch 2011 | loss: 0.0312077 | val_loss: 0.0312104 | Time: 2047 ms
[2022-04-13 06:31:32 main:581] : INFO : Epoch 2012 | loss: 0.0312085 | val_loss: 0.0312073 | Time: 2012 ms
[2022-04-13 06:31:34 main:581] : INFO : Epoch 2013 | loss: 0.0312091 | val_loss: 0.0312083 | Time: 2010.72 ms
[2022-04-13 06:31:36 main:581] : INFO : Epoch 2014 | loss: 0.0312066 | val_loss: 0.0312077 | Time: 1990.69 ms
[2022-04-13 06:31:38 main:581] : INFO : Epoch 2015 | loss: 0.0312065 | val_loss: 0.0312124 | Time: 1991.5 ms
[2022-04-13 06:31:40 main:581] : INFO : Epoch 2016 | loss: 0.0312082 | val_loss: 0.0312121 | Time: 2019.18 ms
[2022-04-13 06:31:43 main:581] : INFO : Epoch 2017 | loss: 0.0312095 | val_loss: 0.0312073 | Time: 2047.91 ms
[2022-04-13 06:31:44 main:581] : INFO : Epoch 2018 | loss: 0.0312065 | val_loss: 0.0312076 | Time: 1954.58 ms
[2022-04-13 06:31:47 main:581] : INFO : Epoch 2019 | loss: 0.0312066 | val_loss: 0.0312069 | Time: 2031.56 ms
[2022-04-13 06:31:48 main:581] : INFO : Epoch 2020 | loss: 0.0312079 | val_loss: 0.0312114 | Time: 1972.69 ms
[2022-04-13 06:31:50 main:581] : INFO : Epoch 2021 | loss: 0.0312093 | val_loss: 0.0312095 | Time: 2002.62 ms
[2022-04-13 06:31:52 main:581] : INFO : Epoch 2022 | loss: 0.0312086 | val_loss: 0.0312131 | Time: 1997.73 ms
[2022-04-13 06:31:55 main:581] : INFO : Epoch 2023 | loss: 0.0312127 | val_loss: 0.0312094 | Time: 2028.07 ms
[2022-04-13 06:31:57 main:581] : INFO : Epoch 2024 | loss: 0.0312085 | val_loss: 0.0312126 | Time: 2004.34 ms
[2022-04-13 06:31:59 main:581] : INFO : Epoch 2025 | loss: 0.0312096 | val_loss: 0.0312077 | Time: 2043.74 ms
[2022-04-13 06:32:01 main:581] : INFO : Epoch 2026 | loss: 0.031208 | val_loss: 0.0312092 | Time: 1971.57 ms
[2022-04-13 06:32:03 main:581] : INFO : Epoch 2027 | loss: 0.0312066 | val_loss: 0.0312071 | Time: 2000.11 ms
[2022-04-13 06:32:05 main:581] : INFO : Epoch 2028 | loss: 0.0312068 | val_loss: 0.0312106 | Time: 2023.86 ms
[2022-04-13 06:32:07 main:581] : INFO : Epoch 2029 | loss: 0.0312089 | val_loss: 0.0312141 | Time: 1970.81 ms
[2022-04-13 06:32:09 main:581] : INFO : Epoch 2030 | loss: 0.0312105 | val_loss: 0.0312082 | Time: 1978.57 ms
[2022-04-13 06:32:10 main:581] : INFO : Epoch 2031 | loss: 0.0312072 | val_loss: 0.0312076 | Time: 1987.77 ms
[2022-04-13 06:32:13 main:581] : INFO : Epoch 2032 | loss: 0.0312068 | val_loss: 0.031209 | Time: 2008.99 ms
[2022-04-13 06:32:15 main:581] : INFO : Epoch 2033 | loss: 0.0312098 | val_loss: 0.0312099 | Time: 2002.05 ms
[2022-04-13 06:32:17 main:581] : INFO : Epoch 2034 | loss: 0.03121 | val_loss: 0.0312086 | Time: 2010.37 ms
[2022-04-13 06:32:19 main:581] : INFO : Epoch 2035 | loss: 0.0312093 | val_loss: 0.0312088 | Time: 2022.21 ms
[2022-04-13 06:32:21 main:581] : INFO : Epoch 2036 | loss: 0.0312072 | val_loss: 0.0312103 | Time: 2023.97 ms
[2022-04-13 06:32:23 main:581] : INFO : Epoch 2037 | loss: 0.0312072 | val_loss: 0.0312065 | Time: 1988.73 ms
[2022-04-13 06:32:25 main:581] : INFO : Epoch 2038 | loss: 0.0312074 | val_loss: 0.0312065 | Time: 1995.17 ms
[2022-04-13 06:32:27 main:581] : INFO : Epoch 2039 | loss: 0.031208 | val_loss: 0.031208 | Time: 1981.38 ms
[2022-04-13 06:32:29 main:581] : INFO : Epoch 2040 | loss: 0.0312112 | val_loss: 0.0312133 | Time: 2017.46 ms
[2022-04-13 06:32:31 main:581] : INFO : Epoch 2041 | loss: 0.0312211 | val_loss: 0.0312205 | Time: 2001.95 ms
[2022-04-13 06:32:33 main:581] : INFO : Epoch 2042 | loss: 0.0312141 | val_loss: 0.0312132 | Time: 2028.37 ms
[2022-04-13 06:32:35 main:581] : INFO : Epoch 2043 | loss: 0.0312106 | val_loss: 0.0312106 | Time: 2020.08 ms
[2022-04-13 06:32:37 main:581] : INFO : Epoch 2044 | loss: 0.0312095 | val_loss: 0.0312102 | Time: 1997.94 ms
[2022-04-13 06:32:39 main:581] : INFO : Epoch 2045 | loss: 0.0312078 | val_loss: 0.0312082 | Time: 2013.07 ms
[2022-04-13 06:32:41 main:581] : INFO : Epoch 2046 | loss: 0.031208 | val_loss: 0.0312081 | Time: 1980.94 ms
[2022-04-13 06:32:43 main:581] : INFO : Epoch 2047 | loss: 0.0312079 | val_loss: 0.0312063 | Time: 1984.19 ms
[2022-04-13 06:32:44 main:581] : INFO : Epoch 2048 | loss: 0.0312075 | val_loss: 0.0312094 | Time: 1905.19 ms
[2022-04-13 06:32:44 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312094
[2022-04-13 06:32:44 main:610] : INFO : Saving end state to config to file
[2022-04-13 06:32:44 main:615] : INFO : Success, exiting..
06:32:44 (296051): 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)