Task 14346568
| Name | ParityModified-1647042941-27193-3-0_0 |
| Workunit | 11395565 |
| Created | 4 Apr 2022, 9:23:38 UTC |
| Sent | 11 Apr 2022, 6:32:45 UTC |
| Report deadline | 19 Apr 2022, 6:32:45 UTC |
| Received | 11 Apr 2022, 8:54:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6135 |
| Run time | 1 hours 11 min 22 sec |
| CPU time | 1 hours 3 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 22-04-11 09:37:13 main:574] : INFO : Epoch 1542 | loss: 0.0312136 | val_loss: 0.0312151 | Time: 1929.37 ms [2022-04-11 09:37:15 main:574] : INFO : Epoch 1543 | loss: 0.0312133 | val_loss: 0.0312148 | Time: 1888.2 ms [2022-04-11 09:37:17 main:574] : INFO : Epoch 1544 | loss: 0.0312138 | val_loss: 0.0312148 | Time: 1888.42 ms [2022-04-11 09:37:19 main:574] : INFO : Epoch 1545 | loss: 0.0312136 | val_loss: 0.0312172 | Time: 1933.67 ms [2022-04-11 09:37:21 main:574] : INFO : Epoch 1546 | loss: 0.0312147 | val_loss: 0.0312141 | Time: 2140.8 ms [2022-04-11 09:37:23 main:574] : INFO : Epoch 1547 | loss: 0.0312141 | val_loss: 0.0312177 | Time: 1993.26 ms [2022-04-11 09:37:25 main:574] : INFO : Epoch 1548 | loss: 0.0312156 | val_loss: 0.0312149 | Time: 1887.42 ms [2022-04-11 09:37:27 main:574] : INFO : Epoch 1549 | loss: 0.031216 | val_loss: 0.0312189 | Time: 1955.65 ms [2022-04-11 09:37:29 main:574] : INFO : Epoch 1550 | loss: 0.0312158 | val_loss: 0.0312164 | Time: 1965.22 ms [2022-04-11 09:37:32 main:574] : INFO : Epoch 1551 | loss: 0.0312137 | val_loss: 0.0312155 | Time: 2293.86 ms [2022-04-11 09:37:34 main:574] : INFO : Epoch 1552 | loss: 0.0312132 | val_loss: 0.0312146 | Time: 2125.14 ms [2022-04-11 09:37:36 main:574] : INFO : Epoch 1553 | loss: 0.0312134 | val_loss: 0.0312157 | Time: 1897.72 ms [2022-04-11 09:37:38 main:574] : INFO : Epoch 1554 | loss: 0.0312142 | val_loss: 0.0312154 | Time: 1972.65 ms [2022-04-11 09:37:40 main:574] : INFO : Epoch 1555 | loss: 0.0312135 | val_loss: 0.031215 | Time: 1844.88 ms [2022-04-11 09:37:42 main:574] : INFO : Epoch 1556 | loss: 0.0312129 | val_loss: 0.0312152 | Time: 2056.73 ms [2022-04-11 09:37:44 main:574] : INFO : Epoch 1557 | loss: 0.0312128 | val_loss: 0.0312143 | Time: 1935.99 ms [2022-04-11 09:37:46 main:574] : INFO : Epoch 1558 | loss: 0.0312135 | val_loss: 0.031218 | Time: 2021.8 ms [2022-04-11 09:37:48 main:574] : INFO : Epoch 1559 | loss: 0.0312138 | val_loss: 0.0312146 | Time: 2126.93 ms [2022-04-11 09:37:50 main:574] : INFO : Epoch 1560 | loss: 0.0312122 | val_loss: 0.0312145 | Time: 1957.54 ms [2022-04-11 09:37:52 main:574] : INFO : Epoch 1561 | loss: 0.0312126 | val_loss: 0.0312171 | Time: 2142.19 ms [2022-04-11 09:37:54 main:574] : INFO : Epoch 1562 | loss: 0.0312129 | val_loss: 0.0312155 | Time: 1911.59 ms [2022-04-11 09:37:56 main:574] : INFO : Epoch 1563 | loss: 0.0312124 | val_loss: 0.0312145 | Time: 1922.77 ms [2022-04-11 09:37:58 main:574] : INFO : Epoch 1564 | loss: 0.0312128 | val_loss: 0.0312199 | Time: 1987.25 ms [2022-04-11 09:38:00 main:574] : INFO : Epoch 1565 | loss: 0.0312141 | val_loss: 0.0312154 | Time: 1986.11 ms [2022-04-11 09:38:02 main:574] : INFO : Epoch 1566 | loss: 0.031213 | val_loss: 0.0312171 | Time: 2123.25 ms [2022-04-11 09:38:04 main:574] : INFO : Epoch 1567 | loss: 0.0312152 | val_loss: 0.0312142 | Time: 1906.81 ms [2022-04-11 09:38:06 main:574] : INFO : Epoch 1568 | loss: 0.0312128 | val_loss: 0.0312151 | Time: 1924.05 ms [2022-04-11 09:38:08 main:574] : INFO : Epoch 1569 | loss: 0.0312124 | val_loss: 0.0312143 | Time: 1916.99 ms [2022-04-11 09:38:10 main:574] : INFO : Epoch 1570 | loss: 0.0312117 | val_loss: 0.031214 | Time: 1979.62 ms [2022-04-11 09:38:12 main:574] : INFO : Epoch 1571 | loss: 0.031212 | val_loss: 0.0312139 | Time: 1969.43 ms [2022-04-11 09:38:14 main:574] : INFO : Epoch 1572 | loss: 0.0312144 | val_loss: 0.031215 | Time: 1930.81 ms [2022-04-11 09:38:16 main:574] : INFO : Epoch 1573 | loss: 0.0312147 | val_loss: 0.0312149 | Time: 1989.34 ms [2022-04-11 09:38:18 main:574] : INFO : Epoch 1574 | loss: 0.0312129 | val_loss: 0.0312154 | Time: 1960.64 ms [2022-04-11 09:38:20 main:574] : INFO : Epoch 1575 | loss: 0.0312129 | val_loss: 0.0312153 | Time: 1908.75 ms [2022-04-11 09:38:22 main:574] : INFO : Epoch 1576 | loss: 0.0312123 | val_loss: 0.0312159 | Time: 1979.73 ms [2022-04-11 09:38:24 main:574] : INFO : Epoch 1577 | loss: 0.0312129 | val_loss: 0.0312151 | Time: 1933.77 ms [2022-04-11 09:38:26 main:574] : INFO : Epoch 1578 | loss: 0.0312135 | val_loss: 0.0312186 | Time: 1865.8 ms [2022-04-11 09:38:28 main:574] : INFO : Epoch 1579 | loss: 0.0312166 | val_loss: 0.031219 | Time: 1933.01 ms [2022-04-11 09:38:30 main:574] : INFO : Epoch 1580 | loss: 0.0312154 | val_loss: 0.0312157 | Time: 1975.61 ms [2022-04-11 09:38:32 main:574] : INFO : Epoch 1581 | loss: 0.0312126 | val_loss: 0.0312153 | Time: 2035.97 ms [2022-04-11 09:38:34 main:574] : INFO : Epoch 1582 | loss: 0.0312121 | val_loss: 0.0312148 | Time: 1896.06 ms [2022-04-11 09:38:36 main:574] : INFO : Epoch 1583 | loss: 0.0312143 | val_loss: 0.0312186 | Time: 1930.57 ms [2022-04-11 09:38:38 main:574] : INFO : Epoch 1584 | loss: 0.0312135 | val_loss: 0.0312149 | Time: 1912.6 ms [2022-04-11 09:38:40 main:574] : INFO : Epoch 1585 | loss: 0.0312122 | val_loss: 0.0312158 | Time: 1931.99 ms [2022-04-11 09:38:42 main:574] : INFO : Epoch 1586 | loss: 0.031213 | val_loss: 0.0312225 | Time: 1995.09 ms [2022-04-11 09:38:44 main:574] : INFO : Epoch 1587 | loss: 0.0312139 | val_loss: 0.0312152 | Time: 1969.92 ms [2022-04-11 09:38:46 main:574] : INFO : Epoch 1588 | loss: 0.0312123 | val_loss: 0.0312179 | Time: 2012.31 ms [2022-04-11 09:38:48 main:574] : INFO : Epoch 1589 | loss: 0.0312127 | val_loss: 0.0312147 | Time: 1969.69 ms [2022-04-11 09:38:50 main:574] : INFO : Epoch 1590 | loss: 0.0312127 | val_loss: 0.0312152 | Time: 1881.53 ms [2022-04-11 09:38:52 main:574] : INFO : Epoch 1591 | loss: 0.0312126 | val_loss: 0.0312179 | Time: 1990.49 ms [2022-04-11 09:38:54 main:574] : INFO : Epoch 1592 | loss: 0.0312132 | val_loss: 0.0312165 | Time: 1940.82 ms [2022-04-11 09:38:56 main:574] : INFO : Epoch 1593 | loss: 0.0312132 | val_loss: 0.0312183 | Time: 2014.06 ms [2022-04-11 09:38:58 main:574] : INFO : Epoch 1594 | loss: 0.0312162 | val_loss: 0.0312192 | Time: 1927.59 ms [2022-04-11 09:39:00 main:574] : INFO : Epoch 1595 | loss: 0.0312137 | val_loss: 0.0312169 | Time: 2011.05 ms [2022-04-11 09:39:02 main:574] : INFO : Epoch 1596 | loss: 0.0312137 | val_loss: 0.0312163 | Time: 2213.96 ms [2022-04-11 09:39:04 main:574] : INFO : Epoch 1597 | loss: 0.0312138 | val_loss: 0.0312169 | Time: 1916.67 ms [2022-04-11 09:39:06 main:574] : INFO : Epoch 1598 | loss: 0.0312137 | val_loss: 0.0312156 | Time: 1924 ms [2022-04-11 09:39:08 main:574] : INFO : Epoch 1599 | loss: 0.0312122 | val_loss: 0.031218 | Time: 1949.73 ms [2022-04-11 09:39:10 main:574] : INFO : Epoch 1600 | loss: 0.0312117 | val_loss: 0.0312155 | Time: 1922.81 ms [2022-04-11 09:39:12 main:574] : INFO : Epoch 1601 | loss: 0.0312117 | val_loss: 0.0312177 | Time: 1993.96 ms [2022-04-11 09:39:14 main:574] : INFO : Epoch 1602 | loss: 0.0312119 | val_loss: 0.0312154 | Time: 1864 ms [2022-04-11 09:39:16 main:574] : INFO : Epoch 1603 | loss: 0.0312136 | val_loss: 0.0312227 | Time: 1935 ms [2022-04-11 09:39:18 main:574] : INFO : Epoch 1604 | loss: 0.031214 | val_loss: 0.0312173 | Time: 1997.68 ms [2022-04-11 09:39:20 main:574] : INFO : Epoch 1605 | loss: 0.0312131 | val_loss: 0.0312185 | Time: 1832.34 ms [2022-04-11 09:39:22 main:574] : INFO : Epoch 1606 | loss: 0.0312133 | val_loss: 0.0312159 | Time: 2122.3 ms [2022-04-11 09:39:24 main:574] : INFO : Epoch 1607 | loss: 0.0312131 | val_loss: 0.0312152 | Time: 1874.72 ms [2022-04-11 09:39:26 main:574] : INFO : Epoch 1608 | loss: 0.0312121 | val_loss: 0.0312148 | Time: 1864.53 ms [2022-04-11 09:39:28 main:574] : INFO : Epoch 1609 | loss: 0.0312119 | val_loss: 0.0312146 | Time: 1919.98 ms [2022-04-11 09:39:30 main:574] : INFO : Epoch 1610 | loss: 0.0312118 | val_loss: 0.0312148 | Time: 1967.58 ms [2022-04-11 09:39:32 main:574] : INFO : Epoch 1611 | loss: 0.0312117 | val_loss: 0.0312162 | Time: 2048.37 ms [2022-04-11 09:39:34 main:574] : INFO : Epoch 1612 | loss: 0.0312119 | val_loss: 0.0312181 | Time: 1914.92 ms [2022-04-11 09:39:36 main:574] : INFO : Epoch 1613 | loss: 0.0312142 | val_loss: 0.0312165 | Time: 1943.15 ms [2022-04-11 09:39:38 main:574] : INFO : Epoch 1614 | loss: 0.0312127 | val_loss: 0.0312187 | Time: 1959.73 ms [2022-04-11 09:39:40 main:574] : INFO : Epoch 1615 | loss: 0.0312128 | val_loss: 0.0312147 | Time: 1922.95 ms [2022-04-11 09:39:42 main:574] : INFO : Epoch 1616 | loss: 0.0312133 | val_loss: 0.0312161 | Time: 2081.4 ms [2022-04-11 09:39:44 main:574] : INFO : Epoch 1617 | loss: 0.0312136 | val_loss: 0.0312153 | Time: 1889.42 ms [2022-04-11 09:39:46 main:574] : INFO : Epoch 1618 | loss: 0.0312121 | val_loss: 0.0312167 | Time: 1964.74 ms [2022-04-11 09:39:48 main:574] : INFO : Epoch 1619 | loss: 0.0312138 | val_loss: 0.0312159 | Time: 1999.57 ms [2022-04-11 09:39:50 main:574] : INFO : Epoch 1620 | loss: 0.0312132 | val_loss: 0.0312161 | Time: 1886.13 ms [2022-04-11 09:39:52 main:574] : INFO : Epoch 1621 | loss: 0.0312129 | val_loss: 0.0312163 | Time: 2004.7 ms [2022-04-11 09:39:54 main:574] : INFO : Epoch 1622 | loss: 0.0312136 | val_loss: 0.0312163 | Time: 2056.48 ms [2022-04-11 09:39:56 main:574] : INFO : Epoch 1623 | loss: 0.031212 | val_loss: 0.0312135 | Time: 1918.8 ms [2022-04-11 09:39:58 main:574] : INFO : Epoch 1624 | loss: 0.0312138 | val_loss: 0.0312166 | Time: 1968.02 ms [2022-04-11 09:40:00 main:574] : INFO : Epoch 1625 | loss: 0.0312137 | val_loss: 0.0312149 | Time: 1886.62 ms [2022-04-11 09:40:02 main:574] : INFO : Epoch 1626 | loss: 0.031213 | val_loss: 0.031216 | Time: 2049.42 ms [2022-04-11 09:40:04 main:574] : INFO : Epoch 1627 | loss: 0.0312137 | val_loss: 0.0312149 | Time: 2181.92 ms [2022-04-11 09:40:06 main:574] : INFO : Epoch 1628 | loss: 0.0312124 | val_loss: 0.0312148 | Time: 1953.59 ms [2022-04-11 09:40:08 main:574] : INFO : Epoch 1629 | loss: 0.0312155 | val_loss: 0.0312202 | Time: 2063.14 ms [2022-04-11 09:40:10 main:574] : INFO : Epoch 1630 | loss: 0.0312148 | val_loss: 0.0312163 | Time: 1929.22 ms [2022-04-11 09:40:12 main:574] : INFO : Epoch 1631 | loss: 0.0312132 | val_loss: 0.0312153 | Time: 1990.38 ms [2022-04-11 09:40:14 main:574] : INFO : Epoch 1632 | loss: 0.0312137 | val_loss: 0.031215 | Time: 1927.44 ms [2022-04-11 09:40:16 main:574] : INFO : Epoch 1633 | loss: 0.0312135 | val_loss: 0.0312147 | Time: 1907.25 ms [2022-04-11 09:40:18 main:574] : INFO : Epoch 1634 | loss: 0.0312146 | val_loss: 0.0312167 | Time: 1970.52 ms [2022-04-11 09:40:20 main:574] : INFO : Epoch 1635 | loss: 0.031213 | val_loss: 0.0312147 | Time: 1885.73 ms [2022-04-11 09:40:22 main:574] : INFO : Epoch 1636 | loss: 0.0312121 | val_loss: 0.0312126 | Time: 1945.76 ms [2022-04-11 09:40:24 main:574] : INFO : Epoch 1637 | loss: 0.0312125 | val_loss: 0.0312138 | Time: 1958 ms [2022-04-11 09:40:26 main:574] : INFO : Epoch 1638 | loss: 0.0312131 | val_loss: 0.031216 | Time: 1931.92 ms [2022-04-11 09:40:28 main:574] : INFO : Epoch 1639 | loss: 0.0312131 | val_loss: 0.0312161 | Time: 1957.78 ms [2022-04-11 09:40:30 main:574] : INFO : Epoch 1640 | loss: 0.031213 | val_loss: 0.0312132 | Time: 1883.3 ms [2022-04-11 09:40:32 main:574] : INFO : Epoch 1641 | loss: 0.0312119 | val_loss: 0.0312135 | Time: 1884.95 ms [2022-04-11 09:40:34 main:574] : INFO : Epoch 1642 | loss: 0.0312127 | val_loss: 0.0312145 | Time: 2113.47 ms [2022-04-11 09:40:36 main:574] : INFO : Epoch 1643 | loss: 0.0312138 | val_loss: 0.0312153 | Time: 1933.73 ms [2022-04-11 09:40:38 main:574] : INFO : Epoch 1644 | loss: 0.0312115 | val_loss: 0.0312141 | Time: 1976.23 ms [2022-04-11 09:40:40 main:574] : INFO : Epoch 1645 | loss: 0.0312137 | val_loss: 0.0312168 | Time: 1984.43 ms [2022-04-11 09:40:42 main:574] : INFO : Epoch 1646 | loss: 0.0312118 | val_loss: 0.0312153 | Time: 1889.59 ms [2022-04-11 09:40:44 main:574] : INFO : Epoch 1647 | loss: 0.0312115 | val_loss: 0.031219 | Time: 1962.74 ms [2022-04-11 09:40:46 main:574] : INFO : Epoch 1648 | loss: 0.0312123 | val_loss: 0.0312149 | Time: 1964.04 ms [2022-04-11 09:40:48 main:574] : INFO : Epoch 1649 | loss: 0.0312123 | val_loss: 0.0312153 | Time: 2039.5 ms [2022-04-11 09:40:50 main:574] : INFO : Epoch 1650 | loss: 0.0312118 | val_loss: 0.0312153 | Time: 1892.51 ms [2022-04-11 09:40:52 main:574] : INFO : Epoch 1651 | loss: 0.0312126 | val_loss: 0.0312239 | Time: 1969.43 ms [2022-04-11 09:40:54 main:574] : INFO : Epoch 1652 | loss: 0.0312145 | val_loss: 0.0312169 | Time: 1976.17 ms [2022-04-11 09:40:56 main:574] : INFO : Epoch 1653 | loss: 0.031211 | val_loss: 0.0312195 | Time: 1979.25 ms [2022-04-11 09:40:58 main:574] : INFO : Epoch 1654 | loss: 0.0312143 | val_loss: 0.0312177 | Time: 1936.4 ms [2022-04-11 09:41:00 main:574] : INFO : Epoch 1655 | loss: 0.031213 | val_loss: 0.0312147 | Time: 1951.18 ms [2022-04-11 09:41:02 main:574] : INFO : Epoch 1656 | loss: 0.031213 | val_loss: 0.0312182 | Time: 1929.12 ms [2022-04-11 09:41:04 main:574] : INFO : Epoch 1657 | loss: 0.0312114 | val_loss: 0.0312139 | Time: 2041.29 ms [2022-04-11 09:41:06 main:574] : INFO : Epoch 1658 | loss: 0.0312107 | val_loss: 0.0312136 | Time: 1943.98 ms [2022-04-11 09:41:08 main:574] : INFO : Epoch 1659 | loss: 0.0312101 | val_loss: 0.031214 | Time: 1913.99 ms [2022-04-11 09:41:11 main:574] : INFO : Epoch 1660 | loss: 0.0312122 | val_loss: 0.0312163 | Time: 2114.69 ms [2022-04-11 09:41:13 main:574] : INFO : Epoch 1661 | loss: 0.0312117 | val_loss: 0.0312205 | Time: 2001.44 ms [2022-04-11 09:41:15 main:574] : INFO : Epoch 1662 | loss: 0.0312117 | val_loss: 0.0312142 | Time: 2025.04 ms [2022-04-11 09:41:17 main:574] : INFO : Epoch 1663 | loss: 0.0312129 | val_loss: 0.0312158 | Time: 2026.89 ms [2022-04-11 09:41:19 main:574] : INFO : Epoch 1664 | loss: 0.0312138 | val_loss: 0.0312145 | Time: 2020.96 ms [2022-04-11 09:41:21 main:574] : INFO : Epoch 1665 | loss: 0.0312134 | val_loss: 0.0312156 | Time: 1914.03 ms [2022-04-11 09:41:23 main:574] : INFO : Epoch 1666 | loss: 0.0312131 | val_loss: 0.0312157 | Time: 1926.52 ms [2022-04-11 09:41:25 main:574] : INFO : Epoch 1667 | loss: 0.0312125 | val_loss: 0.0312148 | Time: 2016.67 ms [2022-04-11 09:41:27 main:574] : INFO : Epoch 1668 | loss: 0.0312117 | val_loss: 0.0312143 | Time: 1915.23 ms [2022-04-11 09:41:29 main:574] : INFO : Epoch 1669 | loss: 0.0312111 | val_loss: 0.0312152 | Time: 2017.16 ms [2022-04-11 09:41:31 main:574] : INFO : Epoch 1670 | loss: 0.0312111 | val_loss: 0.0312142 | Time: 2158.29 ms [2022-04-11 09:41:33 main:574] : INFO : Epoch 1671 | loss: 0.0312107 | val_loss: 0.031217 | Time: 1971.07 ms [2022-04-11 09:41:35 main:574] : INFO : Epoch 1672 | loss: 0.0312105 | val_loss: 0.0312137 | Time: 2141.61 ms [2022-04-11 09:41:37 main:574] : INFO : Epoch 1673 | loss: 0.0312103 | val_loss: 0.0312148 | Time: 1919.68 ms [2022-04-11 09:41:39 main:574] : INFO : Epoch 1674 | loss: 0.0312108 | val_loss: 0.031214 | Time: 2018.39 ms [2022-04-11 09:41:41 main:574] : INFO : Epoch 1675 | loss: 0.0312104 | val_loss: 0.0312133 | Time: 1895.51 ms [2022-04-11 09:41:43 main:574] : INFO : Epoch 1676 | loss: 0.0312097 | val_loss: 0.0312187 | Time: 2002.87 ms [2022-04-11 09:41:45 main:574] : INFO : Epoch 1677 | loss: 0.0312139 | val_loss: 0.0312169 | Time: 2072.93 ms [2022-04-11 09:41:47 main:574] : INFO : Epoch 1678 | loss: 0.0312141 | val_loss: 0.0312231 | Time: 1981.33 ms [2022-04-11 09:41:50 main:574] : INFO : Epoch 1679 | loss: 0.0312186 | val_loss: 0.0312204 | Time: 2067.39 ms [2022-04-11 09:41:52 main:574] : INFO : Epoch 1680 | loss: 0.0312159 | val_loss: 0.0312192 | Time: 1975.22 ms [2022-04-11 09:41:54 main:574] : INFO : Epoch 1681 | loss: 0.0312164 | val_loss: 0.0312171 | Time: 2050.32 ms [2022-04-11 09:41:56 main:574] : INFO : Epoch 1682 | loss: 0.0312149 | val_loss: 0.031217 | Time: 2024.24 ms [2022-04-11 09:41:58 main:574] : INFO : Epoch 1683 | loss: 0.0312177 | val_loss: 0.0312166 | Time: 1981.57 ms [2022-04-11 09:42:00 main:574] : INFO : Epoch 1684 | loss: 0.0312139 | val_loss: 0.0312206 | Time: 2077.26 ms [2022-04-11 09:42:03 main:574] : INFO : Epoch 1685 | loss: 0.0312147 | val_loss: 0.0312179 | Time: 2137.92 ms [2022-04-11 09:42:05 main:574] : INFO : Epoch 1686 | loss: 0.0312163 | val_loss: 0.0312197 | Time: 2117.69 ms [2022-04-11 09:42:07 main:574] : INFO : Epoch 1687 | loss: 0.031214 | val_loss: 0.0312165 | Time: 2055.93 ms [2022-04-11 09:42:09 main:574] : INFO : Epoch 1688 | loss: 0.0312131 | val_loss: 0.0312152 | Time: 2024.38 ms [2022-04-11 09:42:11 main:574] : INFO : Epoch 1689 | loss: 0.0312126 | val_loss: 0.0312156 | Time: 2028.92 ms [2022-04-11 09:42:13 main:574] : INFO : Epoch 1690 | loss: 0.0312122 | val_loss: 0.031215 | Time: 2001.61 ms [2022-04-11 09:42:15 main:574] : INFO : Epoch 1691 | loss: 0.0312133 | val_loss: 0.031216 | Time: 2030.75 ms [2022-04-11 09:42:17 main:574] : INFO : Epoch 1692 | loss: 0.031213 | val_loss: 0.0312152 | Time: 2189.87 ms [2022-04-11 09:42:19 main:574] : INFO : Epoch 1693 | loss: 0.0312141 | val_loss: 0.0312149 | Time: 1978.8 ms [2022-04-11 09:42:22 main:574] : INFO : Epoch 1694 | loss: 0.031211 | val_loss: 0.0312144 | Time: 2185.1 ms [2022-04-11 09:42:24 main:574] : INFO : Epoch 1695 | loss: 0.031211 | val_loss: 0.0312144 | Time: 2241.07 ms [2022-04-11 09:42:26 main:574] : INFO : Epoch 1696 | loss: 0.0312118 | val_loss: 0.0312158 | Time: 1993.15 ms [2022-04-11 09:42:28 main:574] : INFO : Epoch 1697 | loss: 0.0312123 | val_loss: 0.0312143 | Time: 1928.43 ms [2022-04-11 09:42:30 main:574] : INFO : Epoch 1698 | loss: 0.0312111 | val_loss: 0.0312141 | Time: 1994.18 ms [2022-04-11 09:42:32 main:574] : INFO : Epoch 1699 | loss: 0.0312133 | val_loss: 0.0312188 | Time: 1911.76 ms [2022-04-11 09:42:34 main:574] : INFO : Epoch 1700 | loss: 0.0312135 | val_loss: 0.0312148 | Time: 1941.75 ms [2022-04-11 09:42:36 main:574] : INFO : Epoch 1701 | loss: 0.0312131 | val_loss: 0.0312157 | Time: 2061.05 ms [2022-04-11 09:42:38 main:574] : INFO : Epoch 1702 | loss: 0.0312122 | val_loss: 0.0312138 | Time: 1913.26 ms [2022-04-11 09:42:40 main:574] : INFO : Epoch 1703 | loss: 0.0312115 | val_loss: 0.0312168 | Time: 1993.83 ms [2022-04-11 09:42:42 main:574] : INFO : Epoch 1704 | loss: 0.031213 | val_loss: 0.0312157 | Time: 1934.15 ms [2022-04-11 09:42:44 main:574] : INFO : Epoch 1705 | loss: 0.0312112 | val_loss: 0.0312163 | Time: 2074.5 ms [2022-04-11 09:42:46 main:574] : INFO : Epoch 1706 | loss: 0.0312111 | val_loss: 0.0312135 | Time: 2102.17 ms [2022-04-11 09:42:48 main:574] : INFO : Epoch 1707 | loss: 0.0312107 | val_loss: 0.0312142 | Time: 1994.07 ms [2022-04-11 09:42:50 main:574] : INFO : Epoch 1708 | loss: 0.0312113 | val_loss: 0.0312177 | Time: 1994.34 ms [2022-04-11 09:42:52 main:574] : INFO : Epoch 1709 | loss: 0.0312115 | val_loss: 0.0312164 | Time: 1932.61 ms [2022-04-11 09:42:54 main:574] : INFO : Epoch 1710 | loss: 0.0312104 | val_loss: 0.0312147 | Time: 1984.7 ms [2022-04-11 09:42:57 main:574] : INFO : Epoch 1711 | loss: 0.0312109 | val_loss: 0.0312141 | Time: 2082.04 ms [2022-04-11 09:42:59 main:574] : INFO : Epoch 1712 | loss: 0.0312109 | val_loss: 0.0312185 | Time: 1952.17 ms [2022-04-11 09:43:01 main:574] : INFO : Epoch 1713 | loss: 0.0312112 | val_loss: 0.0312141 | Time: 2013.09 ms [2022-04-11 09:43:03 main:574] : INFO : Epoch 1714 | loss: 0.0312103 | val_loss: 0.0312131 | Time: 2000.31 ms [2022-04-11 09:43:05 main:574] : INFO : Epoch 1715 | loss: 0.03121 | val_loss: 0.0312128 | Time: 1941.9 ms [2022-04-11 09:43:07 main:574] : INFO : Epoch 1716 | loss: 0.0312094 | val_loss: 0.0312129 | Time: 2020.12 ms [2022-04-11 09:43:09 main:574] : INFO : Epoch 1717 | loss: 0.0312099 | val_loss: 0.031214 | Time: 2043.71 ms [2022-04-11 09:43:11 main:574] : INFO : Epoch 1718 | loss: 0.0312109 | val_loss: 0.0312177 | Time: 1958.32 ms [2022-04-11 09:43:13 main:574] : INFO : Epoch 1719 | loss: 0.0312126 | val_loss: 0.0312184 | Time: 1959.62 ms [2022-04-11 09:43:15 main:574] : INFO : Epoch 1720 | loss: 0.0312114 | val_loss: 0.0312156 | Time: 1979.37 ms [2022-04-11 09:43:17 main:574] : INFO : Epoch 1721 | loss: 0.03121 | val_loss: 0.0312131 | Time: 1941.59 ms [2022-04-11 09:43:19 main:574] : INFO : Epoch 1722 | loss: 0.0312094 | val_loss: 0.0312146 | Time: 1921.75 ms [2022-04-11 09:43:21 main:574] : INFO : Epoch 1723 | loss: 0.0312091 | val_loss: 0.031213 | Time: 1922.1 ms [2022-04-11 09:43:23 main:574] : INFO : Epoch 1724 | loss: 0.0312108 | val_loss: 0.0312149 | Time: 1954.4 ms [2022-04-11 09:43:25 main:574] : INFO : Epoch 1725 | loss: 0.0312104 | val_loss: 0.0312161 | Time: 2076.21 ms [2022-04-11 09:43:27 main:574] : INFO : Epoch 1726 | loss: 0.0312101 | val_loss: 0.0312151 | Time: 2027.23 ms [2022-04-11 09:43:29 main:574] : INFO : Epoch 1727 | loss: 0.0312106 | val_loss: 0.0312136 | Time: 1918.18 ms [2022-04-11 09:43:31 main:574] : INFO : Epoch 1728 | loss: 0.0312097 | val_loss: 0.0312142 | Time: 1959.86 ms [2022-04-11 09:43:33 main:574] : INFO : Epoch 1729 | loss: 0.0312098 | val_loss: 0.0312132 | Time: 1912.34 ms [2022-04-11 09:43:35 main:574] : INFO : Epoch 1730 | loss: 0.0312087 | val_loss: 0.031213 | Time: 1934.32 ms [2022-04-11 09:43:37 main:574] : INFO : Epoch 1731 | loss: 0.0312096 | val_loss: 0.0312155 | Time: 1983.85 ms [2022-04-11 09:43:39 main:574] : INFO : Epoch 1732 | loss: 0.0312142 | val_loss: 0.031216 | Time: 2055.49 ms [2022-04-11 09:43:41 main:574] : INFO : Epoch 1733 | loss: 0.0312147 | val_loss: 0.031218 | Time: 1966.25 ms [2022-04-11 09:43:43 main:574] : INFO : Epoch 1734 | loss: 0.0312166 | val_loss: 0.0312163 | Time: 1940.34 ms [2022-04-11 09:43:45 main:574] : INFO : Epoch 1735 | loss: 0.0312155 | val_loss: 0.0312164 | Time: 2002.69 ms [2022-04-11 09:43:47 main:574] : INFO : Epoch 1736 | loss: 0.0312148 | val_loss: 0.0312163 | Time: 1923.45 ms [2022-04-11 09:43:49 main:574] : INFO : Epoch 1737 | loss: 0.0312144 | val_loss: 0.0312159 | Time: 1993.26 ms [2022-04-11 09:43:51 main:574] : INFO : Epoch 1738 | loss: 0.0312169 | val_loss: 0.0312159 | Time: 1932.07 ms [2022-04-11 09:43:53 main:574] : INFO : Epoch 1739 | loss: 0.0312144 | val_loss: 0.0312157 | Time: 2031 ms [2022-04-11 09:43:55 main:574] : INFO : Epoch 1740 | loss: 0.0312144 | val_loss: 0.0312154 | Time: 1976.48 ms [2022-04-11 09:43:57 main:574] : INFO : Epoch 1741 | loss: 0.0312151 | val_loss: 0.031216 | Time: 1937.67 ms [2022-04-11 09:43:59 main:574] : INFO : Epoch 1742 | loss: 0.0312127 | val_loss: 0.0312158 | Time: 1909.98 ms [2022-04-11 09:44:01 main:574] : INFO : Epoch 1743 | loss: 0.0312126 | val_loss: 0.0312163 | Time: 2024.21 ms [2022-04-11 09:44:03 main:574] : INFO : Epoch 1744 | loss: 0.0312128 | val_loss: 0.0312195 | Time: 1937.85 ms [2022-04-11 09:44:05 main:574] : INFO : Epoch 1745 | loss: 0.0312155 | val_loss: 0.0312159 | Time: 1923.08 ms [2022-04-11 09:44:07 main:574] : INFO : Epoch 1746 | loss: 0.031214 | val_loss: 0.0312188 | Time: 2040.46 ms [2022-04-11 09:44:09 main:574] : INFO : Epoch 1747 | loss: 0.0312148 | val_loss: 0.0312192 | Time: 2042.61 ms [2022-04-11 09:44:11 main:574] : INFO : Epoch 1748 | loss: 0.0312142 | val_loss: 0.0312143 | Time: 1938.33 ms [2022-04-11 09:44:13 main:574] : INFO : Epoch 1749 | loss: 0.0312134 | val_loss: 0.0312164 | Time: 1941.33 ms [2022-04-11 09:44:15 main:574] : INFO : Epoch 1750 | loss: 0.0312132 | val_loss: 0.0312141 | Time: 2006.88 ms [2022-04-11 09:44:17 main:574] : INFO : Epoch 1751 | loss: 0.0312116 | val_loss: 0.0312136 | Time: 2047.64 ms [2022-04-11 09:44:19 main:574] : INFO : Epoch 1752 | loss: 0.031213 | val_loss: 0.0312211 | Time: 1997.66 ms [2022-04-11 09:44:21 main:574] : INFO : Epoch 1753 | loss: 0.0312149 | val_loss: 0.0312177 | Time: 1903.4 ms [2022-04-11 09:44:23 main:574] : INFO : Epoch 1754 | loss: 0.0312136 | val_loss: 0.0312149 | Time: 1940.91 ms [2022-04-11 09:44:25 main:574] : INFO : Epoch 1755 | loss: 0.0312133 | val_loss: 0.0312181 | Time: 2025.17 ms [2022-04-11 09:44:27 main:574] : INFO : Epoch 1756 | loss: 0.031213 | val_loss: 0.0312139 | Time: 2039.71 ms [2022-04-11 09:44:29 main:574] : INFO : Epoch 1757 | loss: 0.0312131 | val_loss: 0.0312146 | Time: 1911.06 ms [2022-04-11 09:44:31 main:574] : INFO : Epoch 1758 | loss: 0.0312131 | val_loss: 0.0312142 | Time: 2010.97 ms [2022-04-11 09:44:33 main:574] : INFO : Epoch 1759 | loss: 0.0312142 | val_loss: 0.0312173 | Time: 1917.59 ms [2022-04-11 09:44:35 main:574] : INFO : Epoch 1760 | loss: 0.0312146 | val_loss: 0.0312145 | Time: 2030.03 ms [2022-04-11 09:44:38 main:574] : INFO : Epoch 1761 | loss: 0.0312128 | val_loss: 0.0312143 | Time: 2116.97 ms [2022-04-11 09:44:40 main:574] : INFO : Epoch 1762 | loss: 0.0312115 | val_loss: 0.0312135 | Time: 2058.69 ms [2022-04-11 09:44:42 main:574] : INFO : Epoch 1763 | loss: 0.0312121 | val_loss: 0.0312128 | Time: 2083.11 ms [2022-04-11 09:44:44 main:574] : INFO : Epoch 1764 | loss: 0.0312112 | val_loss: 0.0312125 | Time: 1903.66 ms [2022-04-11 09:44:46 main:574] : INFO : Epoch 1765 | loss: 0.0312104 | val_loss: 0.0312125 | Time: 2018.85 ms [2022-04-11 09:44:48 main:574] : INFO : Epoch 1766 | loss: 0.0312098 | val_loss: 0.0312123 | Time: 2129.45 ms [2022-04-11 09:44:50 main:574] : INFO : Epoch 1767 | loss: 0.0312117 | val_loss: 0.0312125 | Time: 2113.19 ms [2022-04-11 09:44:52 main:574] : INFO : Epoch 1768 | loss: 0.0312109 | val_loss: 0.0312145 | Time: 2012.66 ms [2022-04-11 09:44:54 main:574] : INFO : Epoch 1769 | loss: 0.0312107 | val_loss: 0.0312119 | Time: 1911.49 ms [2022-04-11 09:44:56 main:574] : INFO : Epoch 1770 | loss: 0.0312096 | val_loss: 0.0312127 | Time: 2052.06 ms [2022-04-11 09:44:58 main:574] : INFO : Epoch 1771 | loss: 0.0312106 | val_loss: 0.0312125 | Time: 2015.32 ms [2022-04-11 09:45:00 main:574] : INFO : Epoch 1772 | loss: 0.0312109 | val_loss: 0.0312135 | Time: 1922.15 ms [2022-04-11 09:45:02 main:574] : INFO : Epoch 1773 | loss: 0.0312101 | val_loss: 0.0312131 | Time: 1958.28 ms [2022-04-11 09:45:04 main:574] : INFO : Epoch 1774 | loss: 0.0312096 | val_loss: 0.0312124 | Time: 1892.86 ms [2022-04-11 09:45:06 main:574] : INFO : Epoch 1775 | loss: 0.031211 | val_loss: 0.0312123 | Time: 1937.15 ms [2022-04-11 09:45:08 main:574] : INFO : Epoch 1776 | loss: 0.0312095 | val_loss: 0.031212 | Time: 1978.83 ms [2022-04-11 09:45:10 main:574] : INFO : Epoch 1777 | loss: 0.0312091 | val_loss: 0.0312136 | Time: 1941.33 ms [2022-04-11 09:45:12 main:574] : INFO : Epoch 1778 | loss: 0.0312092 | val_loss: 0.031213 | Time: 2015.2 ms [2022-04-11 09:45:14 main:574] : INFO : Epoch 1779 | loss: 0.0312112 | val_loss: 0.0312153 | Time: 1893.36 ms [2022-04-11 09:45:16 main:574] : INFO : Epoch 1780 | loss: 0.0312099 | val_loss: 0.0312132 | Time: 1971.9 ms [2022-04-11 09:45:18 main:574] : INFO : Epoch 1781 | loss: 0.0312093 | val_loss: 0.0312123 | Time: 2070.67 ms [2022-04-11 09:45:20 main:574] : INFO : Epoch 1782 | loss: 0.0312106 | val_loss: 0.0312123 | Time: 1946.78 ms [2022-04-11 09:45:22 main:574] : INFO : Epoch 1783 | loss: 0.0312096 | val_loss: 0.031214 | Time: 1961.5 ms [2022-04-11 09:45:24 main:574] : INFO : Epoch 1784 | loss: 0.031209 | val_loss: 0.0312121 | Time: 1960.32 ms [2022-04-11 09:45:26 main:574] : INFO : Epoch 1785 | loss: 0.031209 | val_loss: 0.0312125 | Time: 1991.38 ms [2022-04-11 09:45:28 main:574] : INFO : Epoch 1786 | loss: 0.0312087 | val_loss: 0.0312127 | Time: 2014.13 ms [2022-04-11 09:45:30 main:574] : INFO : Epoch 1787 | loss: 0.031212 | val_loss: 0.0312142 | Time: 1903.3 ms [2022-04-11 09:45:32 main:574] : INFO : Epoch 1788 | loss: 0.0312147 | val_loss: 0.0312147 | Time: 2001.22 ms [2022-04-11 09:45:34 main:574] : INFO : Epoch 1789 | loss: 0.031215 | val_loss: 0.0312168 | Time: 1890.23 ms [2022-04-11 09:45:36 main:574] : INFO : Epoch 1790 | loss: 0.0312134 | val_loss: 0.0312128 | Time: 1981.36 ms [2022-04-11 09:45:38 main:574] : INFO : Epoch 1791 | loss: 0.0312134 | val_loss: 0.031216 | Time: 2094.98 ms [2022-04-11 09:45:40 main:574] : INFO : Epoch 1792 | loss: 0.0312132 | val_loss: 0.0312153 | Time: 1939.58 ms [2022-04-11 09:45:42 main:574] : INFO : Epoch 1793 | loss: 0.0312116 | val_loss: 0.0312173 | Time: 1999.67 ms [2022-04-11 09:45:44 main:574] : INFO : Epoch 1794 | loss: 0.031213 | val_loss: 0.031217 | Time: 1882.29 ms [2022-04-11 09:45:46 main:574] : INFO : Epoch 1795 | loss: 0.0312109 | val_loss: 0.0312131 | Time: 1912.34 ms [2022-04-11 09:45:48 main:574] : INFO : Epoch 1796 | loss: 0.0312099 | val_loss: 0.0312119 | Time: 2132.36 ms [2022-04-11 09:45:50 main:574] : INFO : Epoch 1797 | loss: 0.0312095 | val_loss: 0.0312122 | Time: 1969.63 ms [2022-04-11 09:45:52 main:574] : INFO : Epoch 1798 | loss: 0.0312102 | val_loss: 0.0312142 | Time: 1951.17 ms [2022-04-11 09:45:54 main:574] : INFO : Epoch 1799 | loss: 0.0312145 | val_loss: 0.0312148 | Time: 1964.13 ms [2022-04-11 09:45:57 main:574] : INFO : Epoch 1800 | loss: 0.0312129 | val_loss: 0.0312121 | Time: 2018.58 ms [2022-04-11 09:45:59 main:574] : INFO : Epoch 1801 | loss: 0.0312111 | val_loss: 0.0312137 | Time: 2157.15 ms [2022-04-11 09:46:01 main:574] : INFO : Epoch 1802 | loss: 0.03121 | val_loss: 0.0312123 | Time: 1924.33 ms [2022-04-11 09:46:03 main:574] : INFO : Epoch 1803 | loss: 0.03121 | val_loss: 0.031212 | Time: 1968.22 ms [2022-04-11 09:46:05 main:574] : INFO : Epoch 1804 | loss: 0.0312089 | val_loss: 0.0312127 | Time: 1914.49 ms [2022-04-11 09:46:07 main:574] : INFO : Epoch 1805 | loss: 0.0312088 | val_loss: 0.0312119 | Time: 1885.13 ms [2022-04-11 09:46:09 main:574] : INFO : Epoch 1806 | loss: 0.0312084 | val_loss: 0.0312117 | Time: 2004.45 ms [2022-04-11 09:46:11 main:574] : INFO : Epoch 1807 | loss: 0.0312086 | val_loss: 0.031212 | Time: 1953.84 ms [2022-04-11 09:46:13 main:574] : INFO : Epoch 1808 | loss: 0.0312087 | val_loss: 0.0312112 | Time: 1966.18 ms [2022-04-11 09:46:15 main:574] : INFO : Epoch 1809 | loss: 0.0312106 | val_loss: 0.0312153 | Time: 1929.23 ms [2022-04-11 09:46:17 main:574] : INFO : Epoch 1810 | loss: 0.031212 | val_loss: 0.031218 | Time: 1873.43 ms [2022-04-11 09:46:19 main:574] : INFO : Epoch 1811 | loss: 0.0312127 | val_loss: 0.0312169 | Time: 1943.45 ms [2022-04-11 09:46:21 main:574] : INFO : Epoch 1812 | loss: 0.0312124 | val_loss: 0.0312229 | Time: 1955.91 ms [2022-04-11 09:46:22 main:574] : INFO : Epoch 1813 | loss: 0.0312174 | val_loss: 0.0312138 | Time: 1849.49 ms [2022-04-11 09:46:25 main:574] : INFO : Epoch 1814 | loss: 0.0312132 | val_loss: 0.0312138 | Time: 1988.28 ms [2022-04-11 09:46:27 main:574] : INFO : Epoch 1815 | loss: 0.0312119 | val_loss: 0.031213 | Time: 1905.84 ms [2022-04-11 09:46:29 main:574] : INFO : Epoch 1816 | loss: 0.0312133 | val_loss: 0.0312165 | Time: 2009.35 ms [2022-04-11 09:46:31 main:574] : INFO : Epoch 1817 | loss: 0.0312121 | val_loss: 0.0312148 | Time: 1963.7 ms [2022-04-11 09:46:33 main:574] : INFO : Epoch 1818 | loss: 0.0312123 | val_loss: 0.031213 | Time: 1864.68 ms [2022-04-11 09:46:34 main:574] : INFO : Epoch 1819 | loss: 0.0312117 | val_loss: 0.0312155 | Time: 1892.26 ms [2022-04-11 09:46:36 main:574] : INFO : Epoch 1820 | loss: 0.0312118 | val_loss: 0.0312169 | Time: 1888.92 ms [2022-04-11 09:46:38 main:574] : INFO : Epoch 1821 | loss: 0.0312123 | val_loss: 0.0312143 | Time: 1991.15 ms [2022-04-11 09:46:40 main:574] : INFO : Epoch 1822 | loss: 0.0312121 | val_loss: 0.0312185 | Time: 1978.71 ms [2022-04-11 09:46:42 main:574] : INFO : Epoch 1823 | loss: 0.0312124 | val_loss: 0.0312143 | Time: 1963.16 ms [2022-04-11 09:46:44 main:574] : INFO : Epoch 1824 | loss: 0.0312119 | val_loss: 0.0312147 | Time: 1967.93 ms [2022-04-11 09:46:47 main:574] : INFO : Epoch 1825 | loss: 0.0312119 | val_loss: 0.0312153 | Time: 1958.47 ms [2022-04-11 09:46:49 main:574] : INFO : Epoch 1826 | loss: 0.0312111 | val_loss: 0.031214 | Time: 1985.36 ms [2022-04-11 09:46:51 main:574] : INFO : Epoch 1827 | loss: 0.0312108 | val_loss: 0.0312135 | Time: 1992.29 ms [2022-04-11 09:46:53 main:574] : INFO : Epoch 1828 | loss: 0.0312131 | val_loss: 0.0312203 | Time: 1871.58 ms [2022-04-11 09:46:55 main:574] : INFO : Epoch 1829 | loss: 0.0312143 | val_loss: 0.0312213 | Time: 1933.22 ms [2022-04-11 09:46:57 main:574] : INFO : Epoch 1830 | loss: 0.0312112 | val_loss: 0.0312139 | Time: 2051.14 ms [2022-04-11 09:46:59 main:574] : INFO : Epoch 1831 | loss: 0.0312143 | val_loss: 0.0312156 | Time: 1993.2 ms [2022-04-11 09:47:01 main:574] : INFO : Epoch 1832 | loss: 0.0312127 | val_loss: 0.0312177 | Time: 1971.16 ms [2022-04-11 09:47:03 main:574] : INFO : Epoch 1833 | loss: 0.0312127 | val_loss: 0.0312149 | Time: 2012.12 ms [2022-04-11 09:47:05 main:574] : INFO : Epoch 1834 | loss: 0.0312124 | val_loss: 0.0312149 | Time: 1953.26 ms [2022-04-11 09:47:07 main:574] : INFO : Epoch 1835 | loss: 0.0312123 | val_loss: 0.0312138 | Time: 1874 ms [2022-04-11 09:47:09 main:574] : INFO : Epoch 1836 | loss: 0.0312148 | val_loss: 0.0312134 | Time: 2120.21 ms [2022-04-11 09:47:11 main:574] : INFO : Epoch 1837 | loss: 0.0312142 | val_loss: 0.0312156 | Time: 1947.17 ms [2022-04-11 09:47:13 main:574] : INFO : Epoch 1838 | loss: 0.031216 | val_loss: 0.031213 | Time: 1906.11 ms [2022-04-11 09:47:15 main:574] : INFO : Epoch 1839 | loss: 0.0312099 | val_loss: 0.031213 | Time: 2043.15 ms [2022-04-11 09:47:17 main:574] : INFO : Epoch 1840 | loss: 0.0312092 | val_loss: 0.0312173 | Time: 1938.12 ms [2022-04-11 09:47:19 main:574] : INFO : Epoch 1841 | loss: 0.0312106 | val_loss: 0.031213 | Time: 1970.85 ms [2022-04-11 09:47:21 main:574] : INFO : Epoch 1842 | loss: 0.0312111 | val_loss: 0.0312141 | Time: 1986.44 ms [2022-04-11 09:47:23 main:574] : INFO : Epoch 1843 | loss: 0.031213 | val_loss: 0.0312124 | Time: 1882.81 ms [2022-04-11 09:47:25 main:574] : INFO : Epoch 1844 | loss: 0.0312138 | val_loss: 0.0312143 | Time: 1956.89 ms [2022-04-11 09:47:27 main:574] : INFO : Epoch 1845 | loss: 0.0312132 | val_loss: 0.031216 | Time: 1941.25 ms [2022-04-11 09:47:29 main:574] : INFO : Epoch 1846 | loss: 0.0312122 | val_loss: 0.0312116 | Time: 1952.88 ms [2022-04-11 09:47:31 main:574] : INFO : Epoch 1847 | loss: 0.0312116 | val_loss: 0.0312119 | Time: 2057.74 ms [2022-04-11 09:47:33 main:574] : INFO : Epoch 1848 | loss: 0.0312109 | val_loss: 0.0312115 | Time: 1890.39 ms [2022-04-11 09:47:35 main:574] : INFO : Epoch 1849 | loss: 0.0312129 | val_loss: 0.0312115 | Time: 2036.76 ms [2022-04-11 09:47:37 main:574] : INFO : Epoch 1850 | loss: 0.0312126 | val_loss: 0.0312122 | Time: 1982.06 ms [2022-04-11 09:47:39 main:574] : INFO : Epoch 1851 | loss: 0.031213 | val_loss: 0.0312135 | Time: 2011.68 ms [2022-04-11 09:47:41 main:574] : INFO : Epoch 1852 | loss: 0.0312115 | val_loss: 0.0312147 | Time: 1956.08 ms [2022-04-11 09:47:43 main:574] : INFO : Epoch 1853 | loss: 0.0312113 | val_loss: 0.0312113 | Time: 1894.35 ms [2022-04-11 09:47:45 main:574] : INFO : Epoch 1854 | loss: 0.0312097 | val_loss: 0.0312101 | Time: 1998.19 ms [2022-04-11 09:47:47 main:574] : INFO : Epoch 1855 | loss: 0.0312098 | val_loss: 0.0312119 | Time: 2001.04 ms [2022-04-11 09:47:49 main:574] : INFO : Epoch 1856 | loss: 0.0312115 | val_loss: 0.0312098 | Time: 1962.29 ms [2022-04-11 09:47:51 main:574] : INFO : Epoch 1857 | loss: 0.0312103 | val_loss: 0.031211 | Time: 2028.91 ms [2022-04-11 09:47:53 main:574] : INFO : Epoch 1858 | loss: 0.0312116 | val_loss: 0.0312133 | Time: 1945.84 ms [2022-04-11 09:47:55 main:574] : INFO : Epoch 1859 | loss: 0.0312155 | val_loss: 0.031212 | Time: 1929.67 ms [2022-04-11 09:47:57 main:574] : INFO : Epoch 1860 | loss: 0.0312134 | val_loss: 0.0312115 | Time: 1890.43 ms [2022-04-11 09:47:59 main:574] : INFO : Epoch 1861 | loss: 0.0312149 | val_loss: 0.0312196 | Time: 1973.2 ms [2022-04-11 09:48:01 main:574] : INFO : Epoch 1862 | loss: 0.0312147 | val_loss: 0.0312164 | Time: 2024.46 ms [2022-04-11 09:48:03 main:574] : INFO : Epoch 1863 | loss: 0.0312122 | val_loss: 0.0312119 | Time: 1954.27 ms [2022-04-11 09:48:05 main:574] : INFO : Epoch 1864 | loss: 0.0312122 | val_loss: 0.0312135 | Time: 1972.74 ms [2022-04-11 09:48:07 main:574] : INFO : Epoch 1865 | loss: 0.0312187 | val_loss: 0.0312188 | Time: 1864.79 ms [2022-04-11 09:48:09 main:574] : INFO : Epoch 1866 | loss: 0.0312194 | val_loss: 0.0312204 | Time: 2153.38 ms [2022-04-11 09:48:11 main:574] : INFO : Epoch 1867 | loss: 0.0312204 | val_loss: 0.0312193 | Time: 1940.98 ms [2022-04-11 09:48:13 main:574] : INFO : Epoch 1868 | loss: 0.0312185 | val_loss: 0.0312173 | Time: 1907.44 ms [2022-04-11 09:48:15 main:574] : INFO : Epoch 1869 | loss: 0.0312185 | val_loss: 0.0312203 | Time: 1936.1 ms [2022-04-11 09:48:17 main:574] : INFO : Epoch 1870 | loss: 0.0312168 | val_loss: 0.0312161 | Time: 1994.68 ms [2022-04-11 09:48:19 main:574] : INFO : Epoch 1871 | loss: 0.0312152 | val_loss: 0.031216 | Time: 1984.18 ms [2022-04-11 09:48:21 main:574] : INFO : Epoch 1872 | loss: 0.0312177 | val_loss: 0.0312202 | Time: 1913.17 ms [2022-04-11 09:48:23 main:574] : INFO : Epoch 1873 | loss: 0.0312189 | val_loss: 0.0312244 | Time: 1913.4 ms [2022-04-11 09:48:25 main:574] : INFO : Epoch 1874 | loss: 0.0312186 | val_loss: 0.031216 | Time: 1900.64 ms [2022-04-11 09:48:27 main:574] : INFO : Epoch 1875 | loss: 0.0312145 | val_loss: 0.031214 | Time: 1869.59 ms [2022-04-11 09:48:29 main:574] : INFO : Epoch 1876 | loss: 0.0312133 | val_loss: 0.0312137 | Time: 1988.34 ms [2022-04-11 09:48:31 main:574] : INFO : Epoch 1877 | loss: 0.0312128 | val_loss: 0.0312137 | Time: 1896.73 ms [2022-04-11 09:48:33 main:574] : INFO : Epoch 1878 | loss: 0.0312146 | val_loss: 0.031217 | Time: 2038.16 ms [2022-04-11 09:48:35 main:574] : INFO : Epoch 1879 | loss: 0.0312126 | val_loss: 0.0312143 | Time: 2001.86 ms [2022-04-11 09:48:37 main:574] : INFO : Epoch 1880 | loss: 0.0312128 | val_loss: 0.0312125 | Time: 1918.63 ms [2022-04-11 09:48:39 main:574] : INFO : Epoch 1881 | loss: 0.0312123 | val_loss: 0.0312113 | Time: 2015.11 ms [2022-04-11 09:48:41 main:574] : INFO : Epoch 1882 | loss: 0.0312127 | val_loss: 0.031211 | Time: 1954.37 ms [2022-04-11 09:48:44 main:574] : INFO : Epoch 1883 | loss: 0.0312144 | val_loss: 0.0312134 | Time: 2262.75 ms [2022-04-11 09:48:46 main:574] : INFO : Epoch 1884 | loss: 0.0312134 | val_loss: 0.0312108 | Time: 2182.19 ms [2022-04-11 09:48:48 main:574] : INFO : Epoch 1885 | loss: 0.0312106 | val_loss: 0.0312108 | Time: 1989.14 ms [2022-04-11 09:48:50 main:574] : INFO : Epoch 1886 | loss: 0.0312099 | val_loss: 0.0312119 | Time: 2012.72 ms [2022-04-11 09:48:52 main:574] : INFO : Epoch 1887 | loss: 0.0312105 | val_loss: 0.0312161 | Time: 1967.44 ms [2022-04-11 09:48:54 main:574] : INFO : Epoch 1888 | loss: 0.0312104 | val_loss: 0.0312131 | Time: 1899.09 ms [2022-04-11 09:48:56 main:574] : INFO : Epoch 1889 | loss: 0.0312098 | val_loss: 0.0312103 | Time: 1990.67 ms [2022-04-11 09:48:58 main:574] : INFO : Epoch 1890 | loss: 0.0312085 | val_loss: 0.0312106 | Time: 1911.31 ms [2022-04-11 09:49:00 main:574] : INFO : Epoch 1891 | loss: 0.0312091 | val_loss: 0.0312153 | Time: 1998.11 ms [2022-04-11 09:49:02 main:574] : INFO : Epoch 1892 | loss: 0.0312094 | val_loss: 0.031211 | Time: 1926.18 ms [2022-04-11 09:49:04 main:574] : INFO : Epoch 1893 | loss: 0.0312083 | val_loss: 0.0312115 | Time: 1955.2 ms [2022-04-11 09:49:06 main:574] : INFO : Epoch 1894 | loss: 0.0312096 | val_loss: 0.0312114 | Time: 1932.7 ms [2022-04-11 09:49:08 main:574] : INFO : Epoch 1895 | loss: 0.0312114 | val_loss: 0.0312113 | Time: 1896.19 ms [2022-04-11 09:49:10 main:574] : INFO : Epoch 1896 | loss: 0.0312109 | val_loss: 0.031216 | Time: 2095.38 ms [2022-04-11 09:49:12 main:574] : INFO : Epoch 1897 | loss: 0.0312112 | val_loss: 0.0312114 | Time: 2028.81 ms [2022-04-11 09:49:14 main:574] : INFO : Epoch 1898 | loss: 0.0312078 | val_loss: 0.0312105 | Time: 1960.58 ms [2022-04-11 09:49:16 main:574] : INFO : Epoch 1899 | loss: 0.0312076 | val_loss: 0.0312104 | Time: 1960.3 ms [2022-04-11 09:49:18 main:574] : INFO : Epoch 1900 | loss: 0.031208 | val_loss: 0.0312162 | Time: 2121.88 ms [2022-04-11 09:49:20 main:574] : INFO : Epoch 1901 | loss: 0.0312093 | val_loss: 0.0312136 | Time: 2080.12 ms [2022-04-11 09:49:22 main:574] : INFO : Epoch 1902 | loss: 0.0312092 | val_loss: 0.0312166 | Time: 1943.66 ms [2022-04-11 09:49:24 main:574] : INFO : Epoch 1903 | loss: 0.0312109 | val_loss: 0.0312147 | Time: 1884.62 ms [2022-04-11 09:49:26 main:574] : INFO : Epoch 1904 | loss: 0.0312083 | val_loss: 0.0312132 | Time: 1987.31 ms [2022-04-11 09:49:28 main:574] : INFO : Epoch 1905 | loss: 0.0312075 | val_loss: 0.031211 | Time: 1883.43 ms [2022-04-11 09:49:30 main:574] : INFO : Epoch 1906 | loss: 0.0312091 | val_loss: 0.0312106 | Time: 1986.14 ms [2022-04-11 09:49:32 main:574] : INFO : Epoch 1907 | loss: 0.0312105 | val_loss: 0.031212 | Time: 1924.58 ms [2022-04-11 09:49:34 main:574] : INFO : Epoch 1908 | loss: 0.031211 | val_loss: 0.0312139 | Time: 1910.04 ms [2022-04-11 09:49:36 main:574] : INFO : Epoch 1909 | loss: 0.0312106 | val_loss: 0.0312122 | Time: 2136.91 ms [2022-04-11 09:49:38 main:574] : INFO : Epoch 1910 | loss: 0.0312116 | val_loss: 0.0312148 | Time: 1936.1 ms [2022-04-11 09:49:40 main:574] : INFO : Epoch 1911 | loss: 0.0312118 | val_loss: 0.0312119 | Time: 2114.91 ms [2022-04-11 09:49:43 main:574] : INFO : Epoch 1912 | loss: 0.0312114 | val_loss: 0.0312116 | Time: 2029.33 ms [2022-04-11 09:49:44 main:574] : INFO : Epoch 1913 | loss: 0.03121 | val_loss: 0.0312222 | Time: 1885.33 ms [2022-04-11 09:49:47 main:574] : INFO : Epoch 1914 | loss: 0.0312135 | val_loss: 0.0312131 | Time: 1993.17 ms [2022-04-11 09:49:48 main:574] : INFO : Epoch 1915 | loss: 0.0312097 | val_loss: 0.0312102 | Time: 1941.91 ms [2022-04-11 09:49:51 main:574] : INFO : Epoch 1916 | loss: 0.0312077 | val_loss: 0.0312101 | Time: 2118.49 ms [2022-04-11 09:49:53 main:574] : INFO : Epoch 1917 | loss: 0.0312077 | val_loss: 0.0312095 | Time: 1962.73 ms [2022-04-11 09:49:55 main:574] : INFO : Epoch 1918 | loss: 0.0312081 | val_loss: 0.0312111 | Time: 1955.01 ms [2022-04-11 09:49:57 main:574] : INFO : Epoch 1919 | loss: 0.0312088 | val_loss: 0.0312109 | Time: 1963.84 ms [2022-04-11 09:49:59 main:574] : INFO : Epoch 1920 | loss: 0.0312089 | val_loss: 0.0312106 | Time: 1918 ms [2022-04-11 09:50:01 main:574] : INFO : Epoch 1921 | loss: 0.0312077 | val_loss: 0.0312097 | Time: 2020.19 ms [2022-04-11 09:50:03 main:574] : INFO : Epoch 1922 | loss: 0.0312076 | val_loss: 0.0312098 | Time: 1974.29 ms [2022-04-11 09:50:05 main:574] : INFO : Epoch 1923 | loss: 0.0312084 | val_loss: 0.031211 | Time: 1911.19 ms [2022-04-11 09:50:07 main:574] : INFO : Epoch 1924 | loss: 0.0312085 | val_loss: 0.0312117 | Time: 2059.1 ms [2022-04-11 09:50:09 main:574] : INFO : Epoch 1925 | loss: 0.0312135 | val_loss: 0.0312161 | Time: 1947.49 ms [2022-04-11 09:50:11 main:574] : INFO : Epoch 1926 | loss: 0.0312105 | val_loss: 0.0312116 | Time: 1951.25 ms [2022-04-11 09:50:13 main:574] : INFO : Epoch 1927 | loss: 0.0312075 | val_loss: 0.0312093 | Time: 1977.05 ms [2022-04-11 09:50:15 main:574] : INFO : Epoch 1928 | loss: 0.0312074 | val_loss: 0.0312136 | Time: 1962.69 ms [2022-04-11 09:50:17 main:574] : INFO : Epoch 1929 | loss: 0.0312079 | val_loss: 0.0312091 | Time: 2040.9 ms [2022-04-11 09:50:19 main:574] : INFO : Epoch 1930 | loss: 0.0312067 | val_loss: 0.0312097 | Time: 2109.43 ms [2022-04-11 09:50:21 main:574] : INFO : Epoch 1931 | loss: 0.0312071 | val_loss: 0.0312093 | Time: 2217.69 ms [2022-04-11 09:50:24 main:574] : INFO : Epoch 1932 | loss: 0.0312075 | val_loss: 0.0312095 | Time: 2206.68 ms [2022-04-11 09:50:26 main:574] : INFO : Epoch 1933 | loss: 0.0312072 | val_loss: 0.0312116 | Time: 2148.5 ms [2022-04-11 09:50:28 main:574] : INFO : Epoch 1934 | loss: 0.0312109 | val_loss: 0.0312119 | Time: 2085.83 ms [2022-04-11 09:50:30 main:574] : INFO : Epoch 1935 | loss: 0.0312098 | val_loss: 0.0312141 | Time: 2001.03 ms [2022-04-11 09:50:32 main:574] : INFO : Epoch 1936 | loss: 0.0312097 | val_loss: 0.0312098 | Time: 2230.1 ms [2022-04-11 09:50:34 main:574] : INFO : Epoch 1937 | loss: 0.0312069 | val_loss: 0.0312099 | Time: 1992.76 ms [2022-04-11 09:50:37 main:574] : INFO : Epoch 1938 | loss: 0.0312089 | val_loss: 0.0312154 | Time: 2215.95 ms [2022-04-11 09:50:39 main:574] : INFO : Epoch 1939 | loss: 0.0312098 | val_loss: 0.0312124 | Time: 1968.45 ms [2022-04-11 09:50:41 main:574] : INFO : Epoch 1940 | loss: 0.031209 | val_loss: 0.0312126 | Time: 2227.48 ms [2022-04-11 09:50:43 main:574] : INFO : Epoch 1941 | loss: 0.031208 | val_loss: 0.0312109 | Time: 2067 ms [2022-04-11 09:50:45 main:574] : INFO : Epoch 1942 | loss: 0.0312081 | val_loss: 0.0312107 | Time: 2142.58 ms [2022-04-11 09:50:48 main:574] : INFO : Epoch 1943 | loss: 0.0312075 | val_loss: 0.0312108 | Time: 2351.29 ms [2022-04-11 09:50:50 main:574] : INFO : Epoch 1944 | loss: 0.0312091 | val_loss: 0.0312098 | Time: 2124.93 ms [2022-04-11 09:50:52 main:574] : INFO : Epoch 1945 | loss: 0.0312086 | val_loss: 0.0312088 | Time: 2148.81 ms [2022-04-11 09:50:54 main:574] : INFO : Epoch 1946 | loss: 0.0312077 | val_loss: 0.0312123 | Time: 2076.64 ms [2022-04-11 09:50:57 main:574] : INFO : Epoch 1947 | loss: 0.0312075 | val_loss: 0.0312089 | Time: 2127.48 ms [2022-04-11 09:50:59 main:574] : INFO : Epoch 1948 | loss: 0.0312111 | val_loss: 0.031212 | Time: 1977.88 ms [2022-04-11 09:51:01 main:574] : INFO : Epoch 1949 | loss: 0.0312105 | val_loss: 0.0312105 | Time: 1936.4 ms [2022-04-11 09:51:03 main:574] : INFO : Epoch 1950 | loss: 0.0312118 | val_loss: 0.0312121 | Time: 1955.88 ms [2022-04-11 09:51:04 main:574] : INFO : Epoch 1951 | loss: 0.0312101 | val_loss: 0.031209 | Time: 1947.67 ms [2022-04-11 09:51:07 main:574] : INFO : Epoch 1952 | loss: 0.0312101 | val_loss: 0.031208 | Time: 2025.69 ms [2022-04-11 09:51:09 main:574] : INFO : Epoch 1953 | loss: 0.031211 | val_loss: 0.0312197 | Time: 2082.27 ms [2022-04-11 09:51:11 main:574] : INFO : Epoch 1954 | loss: 0.0312148 | val_loss: 0.0312122 | Time: 2135.67 ms [2022-04-11 09:51:13 main:574] : INFO : Epoch 1955 | loss: 0.0312099 | val_loss: 0.0312081 | Time: 1952.24 ms [2022-04-11 09:51:15 main:574] : INFO : Epoch 1956 | loss: 0.0312096 | val_loss: 0.0312116 | Time: 1956.3 ms [2022-04-11 09:51:17 main:574] : INFO : Epoch 1957 | loss: 0.0312098 | val_loss: 0.0312083 | Time: 1934.09 ms [2022-04-11 09:51:19 main:574] : INFO : Epoch 1958 | loss: 0.0312081 | val_loss: 0.0312091 | Time: 1884.2 ms [2022-04-11 09:51:21 main:574] : INFO : Epoch 1959 | loss: 0.03121 | val_loss: 0.0312083 | Time: 1949.33 ms [2022-04-11 09:51:23 main:574] : INFO : Epoch 1960 | loss: 0.0312082 | val_loss: 0.0312129 | Time: 2024.65 ms [2022-04-11 09:51:25 main:574] : INFO : Epoch 1961 | loss: 0.0312096 | val_loss: 0.0312074 | Time: 2090.73 ms [2022-04-11 09:51:28 main:574] : INFO : Epoch 1962 | loss: 0.0312064 | val_loss: 0.0312083 | Time: 2193.65 ms [2022-04-11 09:51:29 main:574] : INFO : Epoch 1963 | loss: 0.0312079 | val_loss: 0.0312069 | Time: 1877.97 ms [2022-04-11 09:51:32 main:574] : INFO : Epoch 1964 | loss: 0.031209 | val_loss: 0.0312119 | Time: 2009.07 ms [2022-04-11 09:51:34 main:574] : INFO : Epoch 1965 | loss: 0.0312105 | val_loss: 0.0312096 | Time: 2286.03 ms [2022-04-11 09:51:36 main:574] : INFO : Epoch 1966 | loss: 0.0312097 | val_loss: 0.0312093 | Time: 1913.8 ms [2022-04-11 09:51:38 main:574] : INFO : Epoch 1967 | loss: 0.0312088 | val_loss: 0.0312089 | Time: 1994.96 ms [2022-04-11 09:51:40 main:574] : INFO : Epoch 1968 | loss: 0.0312067 | val_loss: 0.0312113 | Time: 2037.93 ms [2022-04-11 09:51:42 main:574] : INFO : Epoch 1969 | loss: 0.0312068 | val_loss: 0.0312099 | Time: 2080.58 ms [2022-04-11 09:51:44 main:574] : INFO : Epoch 1970 | loss: 0.0312058 | val_loss: 0.0312105 | Time: 2026.3 ms [2022-04-11 09:51:46 main:574] : INFO : Epoch 1971 | loss: 0.0312073 | val_loss: 0.0312113 | Time: 1946.09 ms [2022-04-11 09:51:48 main:574] : INFO : Epoch 1972 | loss: 0.0312065 | val_loss: 0.0312086 | Time: 1979.46 ms [2022-04-11 09:51:50 main:574] : INFO : Epoch 1973 | loss: 0.0312062 | val_loss: 0.0312106 | Time: 1927.77 ms [2022-04-11 09:51:52 main:574] : INFO : Epoch 1974 | loss: 0.0312076 | val_loss: 0.0312094 | Time: 2150.97 ms [2022-04-11 09:51:55 main:574] : INFO : Epoch 1975 | loss: 0.0312056 | val_loss: 0.031208 | Time: 2192.81 ms [2022-04-11 09:51:57 main:574] : INFO : Epoch 1976 | loss: 0.0312049 | val_loss: 0.0312086 | Time: 2037.57 ms [2022-04-11 09:51:59 main:574] : INFO : Epoch 1977 | loss: 0.031205 | val_loss: 0.0312147 | Time: 2041.68 ms [2022-04-11 09:52:01 main:574] : INFO : Epoch 1978 | loss: 0.0312062 | val_loss: 0.0312093 | Time: 2018.92 ms [2022-04-11 09:52:03 main:574] : INFO : Epoch 1979 | loss: 0.031205 | val_loss: 0.0312074 | Time: 2143.72 ms [2022-04-11 09:52:05 main:574] : INFO : Epoch 1980 | loss: 0.0312043 | val_loss: 0.0312077 | Time: 2002.12 ms [2022-04-11 09:52:07 main:574] : INFO : Epoch 1981 | loss: 0.0312044 | val_loss: 0.0312072 | Time: 2027.7 ms [2022-04-11 09:52:09 main:574] : INFO : Epoch 1982 | loss: 0.031204 | val_loss: 0.0312094 | Time: 2165.34 ms [2022-04-11 09:52:12 main:574] : INFO : Epoch 1983 | loss: 0.0312072 | val_loss: 0.0312093 | Time: 2157.05 ms [2022-04-11 09:52:14 main:574] : INFO : Epoch 1984 | loss: 0.0312108 | val_loss: 0.0312113 | Time: 2236.95 ms [2022-04-11 09:52:16 main:574] : INFO : Epoch 1985 | loss: 0.0312103 | val_loss: 0.0312122 | Time: 2080.69 ms [2022-04-11 09:52:18 main:574] : INFO : Epoch 1986 | loss: 0.0312073 | val_loss: 0.0312088 | Time: 1914.91 ms [2022-04-11 09:52:20 main:574] : INFO : Epoch 1987 | loss: 0.0312061 | val_loss: 0.0312091 | Time: 1889.66 ms [2022-04-11 09:52:22 main:574] : INFO : Epoch 1988 | loss: 0.0312052 | val_loss: 0.0312086 | Time: 1947.04 ms [2022-04-11 09:52:24 main:574] : INFO : Epoch 1989 | loss: 0.0312059 | val_loss: 0.0312094 | Time: 1959.83 ms [2022-04-11 09:52:26 main:574] : INFO : Epoch 1990 | loss: 0.0312084 | val_loss: 0.0312093 | Time: 1948 ms [2022-04-11 09:52:28 main:574] : INFO : Epoch 1991 | loss: 0.0312082 | val_loss: 0.0312091 | Time: 1986.41 ms [2022-04-11 09:52:30 main:574] : INFO : Epoch 1992 | loss: 0.0312046 | val_loss: 0.0312085 | Time: 1914.44 ms [2022-04-11 09:52:32 main:574] : INFO : Epoch 1993 | loss: 0.0312049 | val_loss: 0.0312085 | Time: 1983.52 ms [2022-04-11 09:52:34 main:574] : INFO : Epoch 1994 | loss: 0.0312044 | val_loss: 0.031209 | Time: 2222.51 ms [2022-04-11 09:52:36 main:574] : INFO : Epoch 1995 | loss: 0.0312056 | val_loss: 0.0312092 | Time: 2026.92 ms [2022-04-11 09:52:38 main:574] : INFO : Epoch 1996 | loss: 0.0312056 | val_loss: 0.0312084 | Time: 2156.29 ms [2022-04-11 09:52:41 main:574] : INFO : Epoch 1997 | loss: 0.031205 | val_loss: 0.0312075 | Time: 2302.8 ms [2022-04-11 09:52:43 main:574] : INFO : Epoch 1998 | loss: 0.0312055 | val_loss: 0.0312167 | Time: 2085.43 ms [2022-04-11 09:52:45 main:574] : INFO : Epoch 1999 | loss: 0.0312059 | val_loss: 0.0312084 | Time: 2019.09 ms [2022-04-11 09:52:47 main:574] : INFO : Epoch 2000 | loss: 0.0312045 | val_loss: 0.0312062 | Time: 1927.5 ms [2022-04-11 09:52:49 main:574] : INFO : Epoch 2001 | loss: 0.0312038 | val_loss: 0.0312112 | Time: 1935.3 ms [2022-04-11 09:52:51 main:574] : INFO : Epoch 2002 | loss: 0.0312065 | val_loss: 0.0312087 | Time: 1882.2 ms [2022-04-11 09:52:53 main:574] : INFO : Epoch 2003 | loss: 0.0312061 | val_loss: 0.03121 | Time: 2022 ms [2022-04-11 09:52:55 main:574] : INFO : Epoch 2004 | loss: 0.0312039 | val_loss: 0.0312086 | Time: 1911.85 ms [2022-04-11 09:52:57 main:574] : INFO : Epoch 2005 | loss: 0.0312038 | val_loss: 0.0312085 | Time: 2155.55 ms [2022-04-11 09:52:59 main:574] : INFO : Epoch 2006 | loss: 0.0312036 | val_loss: 0.0312088 | Time: 1979.67 ms [2022-04-11 09:53:01 main:574] : INFO : Epoch 2007 | loss: 0.0312032 | val_loss: 0.0312082 | Time: 1993.3 ms [2022-04-11 09:53:03 main:574] : INFO : Epoch 2008 | loss: 0.0312048 | val_loss: 0.0312132 | Time: 2111.75 ms [2022-04-11 09:53:05 main:574] : INFO : Epoch 2009 | loss: 0.031206 | val_loss: 0.0312076 | Time: 1940.15 ms [2022-04-11 09:53:07 main:574] : INFO : Epoch 2010 | loss: 0.0312043 | val_loss: 0.031211 | Time: 1901.6 ms [2022-04-11 09:53:09 main:574] : INFO : Epoch 2011 | loss: 0.0312045 | val_loss: 0.0312088 | Time: 1972.67 ms [2022-04-11 09:53:11 main:574] : INFO : Epoch 2012 | loss: 0.0312042 | val_loss: 0.0312108 | Time: 2016.87 ms [2022-04-11 09:53:14 main:574] : INFO : Epoch 2013 | loss: 0.0312035 | val_loss: 0.0312082 | Time: 2049.99 ms [2022-04-11 09:53:16 main:574] : INFO : Epoch 2014 | loss: 0.0312028 | val_loss: 0.0312083 | Time: 1986.69 ms [2022-04-11 09:53:18 main:574] : INFO : Epoch 2015 | loss: 0.0312038 | val_loss: 0.0312099 | Time: 1963.06 ms [2022-04-11 09:53:20 main:574] : INFO : Epoch 2016 | loss: 0.0312036 | val_loss: 0.0312161 | Time: 2005.81 ms [2022-04-11 09:53:22 main:574] : INFO : Epoch 2017 | loss: 0.031208 | val_loss: 0.0312124 | Time: 1926.27 ms [2022-04-11 09:53:24 main:574] : INFO : Epoch 2018 | loss: 0.0312073 | val_loss: 0.0312107 | Time: 2093.85 ms [2022-04-11 09:53:26 main:574] : INFO : Epoch 2019 | loss: 0.0312051 | val_loss: 0.0312085 | Time: 1964.79 ms [2022-04-11 09:53:28 main:574] : INFO : Epoch 2020 | loss: 0.031203 | val_loss: 0.0312082 | Time: 2022.02 ms [2022-04-11 09:53:30 main:574] : INFO : Epoch 2021 | loss: 0.0312029 | val_loss: 0.0312129 | Time: 1984.63 ms [2022-04-11 09:53:32 main:574] : INFO : Epoch 2022 | loss: 0.0312045 | val_loss: 0.0312094 | Time: 1920.85 ms [2022-04-11 09:53:34 main:574] : INFO : Epoch 2023 | loss: 0.0312058 | val_loss: 0.031213 | Time: 2072.14 ms [2022-04-11 09:53:36 main:574] : INFO : Epoch 2024 | loss: 0.0312047 | val_loss: 0.0312088 | Time: 1967.82 ms [2022-04-11 09:53:38 main:574] : INFO : Epoch 2025 | loss: 0.0312041 | val_loss: 0.0312083 | Time: 1959.24 ms [2022-04-11 09:53:40 main:574] : INFO : Epoch 2026 | loss: 0.0312035 | val_loss: 0.0312101 | Time: 1967.28 ms [2022-04-11 09:53:42 main:574] : INFO : Epoch 2027 | loss: 0.0312051 | val_loss: 0.0312087 | Time: 2108.5 ms [2022-04-11 09:53:44 main:574] : INFO : Epoch 2028 | loss: 0.0312044 | val_loss: 0.0312097 | Time: 2111.36 ms [2022-04-11 09:53:46 main:574] : INFO : Epoch 2029 | loss: 0.031204 | val_loss: 0.0312102 | Time: 1969.79 ms [2022-04-11 09:53:48 main:574] : INFO : Epoch 2030 | loss: 0.0312053 | val_loss: 0.031211 | Time: 2093.16 ms [2022-04-11 09:53:50 main:574] : INFO : Epoch 2031 | loss: 0.0312044 | val_loss: 0.0312083 | Time: 2009.15 ms [2022-04-11 09:53:52 main:574] : INFO : Epoch 2032 | loss: 0.0312025 | val_loss: 0.0312088 | Time: 1976.83 ms [2022-04-11 09:53:54 main:574] : INFO : Epoch 2033 | loss: 0.0312028 | val_loss: 0.0312079 | Time: 2055.13 ms [2022-04-11 09:53:56 main:574] : INFO : Epoch 2034 | loss: 0.0312016 | val_loss: 0.0312121 | Time: 1988.07 ms [2022-04-11 09:53:59 main:574] : INFO : Epoch 2035 | loss: 0.0312028 | val_loss: 0.0312093 | Time: 2082.77 ms [2022-04-11 09:54:01 main:574] : INFO : Epoch 2036 | loss: 0.031202 | val_loss: 0.0312104 | Time: 2071.07 ms [2022-04-11 09:54:03 main:574] : INFO : Epoch 2037 | loss: 0.0312034 | val_loss: 0.0312089 | Time: 2186.91 ms [2022-04-11 09:54:05 main:574] : INFO : Epoch 2038 | loss: 0.0312026 | val_loss: 0.0312079 | Time: 2073.3 ms [2022-04-11 09:54:07 main:574] : INFO : Epoch 2039 | loss: 0.0312049 | val_loss: 0.0312094 | Time: 2032.37 ms [2022-04-11 09:54:09 main:574] : INFO : Epoch 2040 | loss: 0.0312029 | val_loss: 0.0312075 | Time: 2019.63 ms [2022-04-11 09:54:11 main:574] : INFO : Epoch 2041 | loss: 0.0312032 | val_loss: 0.0312071 | Time: 1973.93 ms [2022-04-11 09:54:13 main:574] : INFO : Epoch 2042 | loss: 0.0312032 | val_loss: 0.03121 | Time: 1992.54 ms [2022-04-11 09:54:15 main:574] : INFO : Epoch 2043 | loss: 0.0312045 | val_loss: 0.0312092 | Time: 2150.35 ms [2022-04-11 09:54:17 main:574] : INFO : Epoch 2044 | loss: 0.0312076 | val_loss: 0.0312191 | Time: 1944.61 ms [2022-04-11 09:54:19 main:574] : INFO : Epoch 2045 | loss: 0.0312147 | val_loss: 0.0312153 | Time: 1991.73 ms [2022-04-11 09:54:21 main:574] : INFO : Epoch 2046 | loss: 0.0312149 | val_loss: 0.0312111 | Time: 1940.86 ms [2022-04-11 09:54:23 main:574] : INFO : Epoch 2047 | loss: 0.0312112 | val_loss: 0.031211 | Time: 1959.08 ms [2022-04-11 09:54:26 main:574] : INFO : Epoch 2048 | loss: 0.0312104 | val_loss: 0.0312114 | Time: 2079.87 ms [2022-04-11 09:54:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312114 [2022-04-11 09:54:26 main:603] : INFO : Saving end state to config to file [2022-04-11 09:54:26 main:608] : INFO : Success, exiting.. 09:54:26 (38392): 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)