Task 14550194
| Name | ParityModified-1647048064-24954-3-0_0 |
| Workunit | 11575498 |
| Created | 8 Apr 2022, 13:06:59 UTC |
| Sent | 10 Apr 2022, 14:44:10 UTC |
| Report deadline | 18 Apr 2022, 14:44:10 UTC |
| Received | 11 Apr 2022, 6:39:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 11 min |
| CPU time | 1 hours 10 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 01:43:05 main:574] : INFO : Epoch 1542 | loss: 0.0312098 | val_loss: 0.0312136 | Time: 1977.11 ms [2022-04-11 01:43:07 main:574] : INFO : Epoch 1543 | loss: 0.0312104 | val_loss: 0.0312138 | Time: 2025.06 ms [2022-04-11 01:43:09 main:574] : INFO : Epoch 1544 | loss: 0.0312111 | val_loss: 0.0312137 | Time: 1996.79 ms [2022-04-11 01:43:11 main:574] : INFO : Epoch 1545 | loss: 0.0312109 | val_loss: 0.031214 | Time: 2117.19 ms [2022-04-11 01:43:13 main:574] : INFO : Epoch 1546 | loss: 0.0312097 | val_loss: 0.0312135 | Time: 2087.29 ms [2022-04-11 01:43:15 main:574] : INFO : Epoch 1547 | loss: 0.0312097 | val_loss: 0.031217 | Time: 2076.7 ms [2022-04-11 01:43:17 main:574] : INFO : Epoch 1548 | loss: 0.0312109 | val_loss: 0.0312145 | Time: 2099.52 ms [2022-04-11 01:43:19 main:574] : INFO : Epoch 1549 | loss: 0.0312109 | val_loss: 0.0312146 | Time: 2058.88 ms [2022-04-11 01:43:22 main:574] : INFO : Epoch 1550 | loss: 0.0312124 | val_loss: 0.0312164 | Time: 2209.58 ms [2022-04-11 01:43:24 main:574] : INFO : Epoch 1551 | loss: 0.0312106 | val_loss: 0.0312129 | Time: 2102.67 ms [2022-04-11 01:43:26 main:574] : INFO : Epoch 1552 | loss: 0.0312107 | val_loss: 0.0312178 | Time: 2039.89 ms [2022-04-11 01:43:28 main:574] : INFO : Epoch 1553 | loss: 0.0312118 | val_loss: 0.0312136 | Time: 2105.44 ms [2022-04-11 01:43:30 main:574] : INFO : Epoch 1554 | loss: 0.0312112 | val_loss: 0.0312143 | Time: 2165.95 ms [2022-04-11 01:43:32 main:574] : INFO : Epoch 1555 | loss: 0.0312092 | val_loss: 0.0312123 | Time: 2048.25 ms [2022-04-11 01:43:34 main:574] : INFO : Epoch 1556 | loss: 0.0312105 | val_loss: 0.0312142 | Time: 2070.32 ms [2022-04-11 01:43:36 main:574] : INFO : Epoch 1557 | loss: 0.0312109 | val_loss: 0.0312136 | Time: 2110.63 ms [2022-04-11 01:43:38 main:574] : INFO : Epoch 1558 | loss: 0.0312101 | val_loss: 0.0312136 | Time: 2104.08 ms [2022-04-11 01:43:40 main:574] : INFO : Epoch 1559 | loss: 0.0312095 | val_loss: 0.0312147 | Time: 1988.03 ms [2022-04-11 01:43:42 main:574] : INFO : Epoch 1560 | loss: 0.0312107 | val_loss: 0.031214 | Time: 2052.47 ms [2022-04-11 01:43:44 main:574] : INFO : Epoch 1561 | loss: 0.0312109 | val_loss: 0.031214 | Time: 2059.06 ms [2022-04-11 01:43:47 main:574] : INFO : Epoch 1562 | loss: 0.0312117 | val_loss: 0.0312172 | Time: 2040.46 ms [2022-04-11 01:43:49 main:574] : INFO : Epoch 1563 | loss: 0.0312135 | val_loss: 0.0312167 | Time: 2037.26 ms [2022-04-11 01:43:51 main:574] : INFO : Epoch 1564 | loss: 0.0312133 | val_loss: 0.031217 | Time: 2178.27 ms [2022-04-11 01:43:53 main:574] : INFO : Epoch 1565 | loss: 0.0312121 | val_loss: 0.0312137 | Time: 2122.49 ms [2022-04-11 01:43:55 main:574] : INFO : Epoch 1566 | loss: 0.0312106 | val_loss: 0.031213 | Time: 2035.68 ms [2022-04-11 01:43:57 main:574] : INFO : Epoch 1567 | loss: 0.0312101 | val_loss: 0.0312145 | Time: 2057.47 ms [2022-04-11 01:43:59 main:574] : INFO : Epoch 1568 | loss: 0.0312094 | val_loss: 0.0312138 | Time: 2058.91 ms [2022-04-11 01:44:01 main:574] : INFO : Epoch 1569 | loss: 0.0312125 | val_loss: 0.0312151 | Time: 2042.58 ms [2022-04-11 01:44:03 main:574] : INFO : Epoch 1570 | loss: 0.0312104 | val_loss: 0.0312139 | Time: 1977.24 ms [2022-04-11 01:44:05 main:574] : INFO : Epoch 1571 | loss: 0.0312101 | val_loss: 0.0312156 | Time: 2023.24 ms [2022-04-11 01:44:07 main:574] : INFO : Epoch 1572 | loss: 0.0312118 | val_loss: 0.031214 | Time: 2103.36 ms [2022-04-11 01:44:09 main:574] : INFO : Epoch 1573 | loss: 0.0312115 | val_loss: 0.0312143 | Time: 2085.6 ms [2022-04-11 01:44:11 main:574] : INFO : Epoch 1574 | loss: 0.0312117 | val_loss: 0.0312138 | Time: 2024.37 ms [2022-04-11 01:44:13 main:574] : INFO : Epoch 1575 | loss: 0.0312109 | val_loss: 0.0312163 | Time: 2059.26 ms [2022-04-11 01:44:16 main:574] : INFO : Epoch 1576 | loss: 0.0312117 | val_loss: 0.0312189 | Time: 2087.7 ms [2022-04-11 01:44:18 main:574] : INFO : Epoch 1577 | loss: 0.0312117 | val_loss: 0.0312141 | Time: 2056.92 ms [2022-04-11 01:44:20 main:574] : INFO : Epoch 1578 | loss: 0.0312108 | val_loss: 0.0312125 | Time: 2106.88 ms [2022-04-11 01:44:22 main:574] : INFO : Epoch 1579 | loss: 0.0312106 | val_loss: 0.0312124 | Time: 2048.13 ms [2022-04-11 01:44:24 main:574] : INFO : Epoch 1580 | loss: 0.0312095 | val_loss: 0.0312146 | Time: 2009.69 ms [2022-04-11 01:44:26 main:574] : INFO : Epoch 1581 | loss: 0.0312123 | val_loss: 0.0312126 | Time: 2061.92 ms [2022-04-11 01:44:28 main:574] : INFO : Epoch 1582 | loss: 0.0312099 | val_loss: 0.031214 | Time: 1956.95 ms [2022-04-11 01:44:30 main:574] : INFO : Epoch 1583 | loss: 0.0312097 | val_loss: 0.0312128 | Time: 2164.03 ms [2022-04-11 01:44:32 main:574] : INFO : Epoch 1584 | loss: 0.0312102 | val_loss: 0.0312141 | Time: 2075.59 ms [2022-04-11 01:44:34 main:574] : INFO : Epoch 1585 | loss: 0.031212 | val_loss: 0.0312167 | Time: 2118.54 ms [2022-04-11 01:44:36 main:574] : INFO : Epoch 1586 | loss: 0.0312107 | val_loss: 0.0312179 | Time: 2053.38 ms [2022-04-11 01:44:38 main:574] : INFO : Epoch 1587 | loss: 0.0312098 | val_loss: 0.0312134 | Time: 2099.59 ms [2022-04-11 01:44:40 main:574] : INFO : Epoch 1588 | loss: 0.0312112 | val_loss: 0.0312141 | Time: 2038.63 ms [2022-04-11 01:44:42 main:574] : INFO : Epoch 1589 | loss: 0.0312136 | val_loss: 0.0312121 | Time: 1979.5 ms [2022-04-11 01:44:44 main:574] : INFO : Epoch 1590 | loss: 0.0312115 | val_loss: 0.031212 | Time: 2085.08 ms [2022-04-11 01:44:47 main:574] : INFO : Epoch 1591 | loss: 0.0312114 | val_loss: 0.0312151 | Time: 2072.28 ms [2022-04-11 01:44:49 main:574] : INFO : Epoch 1592 | loss: 0.0312124 | val_loss: 0.031215 | Time: 2037.54 ms [2022-04-11 01:44:51 main:574] : INFO : Epoch 1593 | loss: 0.0312091 | val_loss: 0.0312124 | Time: 2115.33 ms [2022-04-11 01:44:53 main:574] : INFO : Epoch 1594 | loss: 0.0312103 | val_loss: 0.0312131 | Time: 2001.7 ms [2022-04-11 01:44:55 main:574] : INFO : Epoch 1595 | loss: 0.0312104 | val_loss: 0.0312167 | Time: 2041.74 ms [2022-04-11 01:44:57 main:574] : INFO : Epoch 1596 | loss: 0.0312142 | val_loss: 0.03122 | Time: 2023.9 ms [2022-04-11 01:44:59 main:574] : INFO : Epoch 1597 | loss: 0.0312148 | val_loss: 0.0312185 | Time: 2086.01 ms [2022-04-11 01:45:01 main:574] : INFO : Epoch 1598 | loss: 0.0312137 | val_loss: 0.0312159 | Time: 2128.16 ms [2022-04-11 01:45:03 main:574] : INFO : Epoch 1599 | loss: 0.0312109 | val_loss: 0.031213 | Time: 2047.78 ms [2022-04-11 01:45:05 main:574] : INFO : Epoch 1600 | loss: 0.0312109 | val_loss: 0.0312155 | Time: 2077.8 ms [2022-04-11 01:45:07 main:574] : INFO : Epoch 1601 | loss: 0.0312129 | val_loss: 0.0312133 | Time: 2112.32 ms [2022-04-11 01:45:09 main:574] : INFO : Epoch 1602 | loss: 0.0312114 | val_loss: 0.0312131 | Time: 1974.58 ms [2022-04-11 01:45:11 main:574] : INFO : Epoch 1603 | loss: 0.031211 | val_loss: 0.0312165 | Time: 2120.81 ms [2022-04-11 01:45:14 main:574] : INFO : Epoch 1604 | loss: 0.0312125 | val_loss: 0.0312144 | Time: 2267.26 ms [2022-04-11 01:45:16 main:574] : INFO : Epoch 1605 | loss: 0.0312107 | val_loss: 0.0312135 | Time: 2337.7 ms [2022-04-11 01:45:18 main:574] : INFO : Epoch 1606 | loss: 0.0312112 | val_loss: 0.0312137 | Time: 2260.85 ms [2022-04-11 01:45:20 main:574] : INFO : Epoch 1607 | loss: 0.0312115 | val_loss: 0.0312172 | Time: 2281.29 ms [2022-04-11 01:45:23 main:574] : INFO : Epoch 1608 | loss: 0.0312172 | val_loss: 0.0312206 | Time: 2453.8 ms [2022-04-11 01:45:25 main:574] : INFO : Epoch 1609 | loss: 0.0312182 | val_loss: 0.0312251 | Time: 2213.27 ms [2022-04-11 01:45:28 main:574] : INFO : Epoch 1610 | loss: 0.0312191 | val_loss: 0.0312179 | Time: 2340.26 ms [2022-04-11 01:45:30 main:574] : INFO : Epoch 1611 | loss: 0.0312161 | val_loss: 0.0312206 | Time: 2245.39 ms [2022-04-11 01:45:32 main:574] : INFO : Epoch 1612 | loss: 0.0312148 | val_loss: 0.031216 | Time: 2296.81 ms [2022-04-11 01:45:34 main:574] : INFO : Epoch 1613 | loss: 0.0312148 | val_loss: 0.0312161 | Time: 2224.09 ms [2022-04-11 01:45:36 main:574] : INFO : Epoch 1614 | loss: 0.0312138 | val_loss: 0.0312152 | Time: 2100.4 ms [2022-04-11 01:45:38 main:574] : INFO : Epoch 1615 | loss: 0.0312161 | val_loss: 0.0312151 | Time: 2006.87 ms [2022-04-11 01:45:41 main:574] : INFO : Epoch 1616 | loss: 0.0312139 | val_loss: 0.0312142 | Time: 2214.42 ms [2022-04-11 01:45:43 main:574] : INFO : Epoch 1617 | loss: 0.0312136 | val_loss: 0.031215 | Time: 2026.09 ms [2022-04-11 01:45:45 main:574] : INFO : Epoch 1618 | loss: 0.031214 | val_loss: 0.0312163 | Time: 2135.7 ms [2022-04-11 01:45:47 main:574] : INFO : Epoch 1619 | loss: 0.0312138 | val_loss: 0.0312191 | Time: 2103.29 ms [2022-04-11 01:45:49 main:574] : INFO : Epoch 1620 | loss: 0.031214 | val_loss: 0.0312146 | Time: 2135.24 ms [2022-04-11 01:45:51 main:574] : INFO : Epoch 1621 | loss: 0.0312132 | val_loss: 0.0312139 | Time: 2166.48 ms [2022-04-11 01:45:53 main:574] : INFO : Epoch 1622 | loss: 0.0312135 | val_loss: 0.0312142 | Time: 2100.35 ms [2022-04-11 01:45:56 main:574] : INFO : Epoch 1623 | loss: 0.0312137 | val_loss: 0.0312156 | Time: 2186.6 ms [2022-04-11 01:45:58 main:574] : INFO : Epoch 1624 | loss: 0.0312151 | val_loss: 0.0312137 | Time: 2031.26 ms [2022-04-11 01:46:00 main:574] : INFO : Epoch 1625 | loss: 0.0312131 | val_loss: 0.031213 | Time: 2152.28 ms [2022-04-11 01:46:02 main:574] : INFO : Epoch 1626 | loss: 0.0312127 | val_loss: 0.0312121 | Time: 2170.04 ms [2022-04-11 01:46:04 main:574] : INFO : Epoch 1627 | loss: 0.0312121 | val_loss: 0.0312128 | Time: 2035.5 ms [2022-04-11 01:46:06 main:574] : INFO : Epoch 1628 | loss: 0.0312118 | val_loss: 0.0312118 | Time: 2042.45 ms [2022-04-11 01:46:08 main:574] : INFO : Epoch 1629 | loss: 0.0312113 | val_loss: 0.0312116 | Time: 2036.38 ms [2022-04-11 01:46:10 main:574] : INFO : Epoch 1630 | loss: 0.0312125 | val_loss: 0.0312161 | Time: 2117.7 ms [2022-04-11 01:46:12 main:574] : INFO : Epoch 1631 | loss: 0.0312135 | val_loss: 0.0312135 | Time: 2081.59 ms [2022-04-11 01:46:14 main:574] : INFO : Epoch 1632 | loss: 0.0312118 | val_loss: 0.0312124 | Time: 2138.18 ms [2022-04-11 01:46:16 main:574] : INFO : Epoch 1633 | loss: 0.0312124 | val_loss: 0.0312124 | Time: 2118.85 ms [2022-04-11 01:46:19 main:574] : INFO : Epoch 1634 | loss: 0.0312132 | val_loss: 0.0312131 | Time: 2147.48 ms [2022-04-11 01:46:21 main:574] : INFO : Epoch 1635 | loss: 0.0312118 | val_loss: 0.0312134 | Time: 2028.4 ms [2022-04-11 01:46:23 main:574] : INFO : Epoch 1636 | loss: 0.0312119 | val_loss: 0.0312151 | Time: 2079.87 ms [2022-04-11 01:46:25 main:574] : INFO : Epoch 1637 | loss: 0.0312124 | val_loss: 0.0312163 | Time: 2022.03 ms [2022-04-11 01:46:27 main:574] : INFO : Epoch 1638 | loss: 0.0312138 | val_loss: 0.0312147 | Time: 2103.34 ms [2022-04-11 01:46:29 main:574] : INFO : Epoch 1639 | loss: 0.0312122 | val_loss: 0.0312138 | Time: 2033.79 ms [2022-04-11 01:46:31 main:574] : INFO : Epoch 1640 | loss: 0.0312124 | val_loss: 0.0312165 | Time: 2125.74 ms [2022-04-11 01:46:33 main:574] : INFO : Epoch 1641 | loss: 0.0312128 | val_loss: 0.031214 | Time: 1995.24 ms [2022-04-11 01:46:35 main:574] : INFO : Epoch 1642 | loss: 0.031212 | val_loss: 0.0312127 | Time: 2064.64 ms [2022-04-11 01:46:37 main:574] : INFO : Epoch 1643 | loss: 0.0312107 | val_loss: 0.0312182 | Time: 2058.06 ms [2022-04-11 01:46:39 main:574] : INFO : Epoch 1644 | loss: 0.0312127 | val_loss: 0.0312124 | Time: 2101 ms [2022-04-11 01:46:41 main:574] : INFO : Epoch 1645 | loss: 0.0312108 | val_loss: 0.0312132 | Time: 1998.47 ms [2022-04-11 01:46:43 main:574] : INFO : Epoch 1646 | loss: 0.0312101 | val_loss: 0.0312121 | Time: 2118.46 ms [2022-04-11 01:46:46 main:574] : INFO : Epoch 1647 | loss: 0.0312096 | val_loss: 0.0312136 | Time: 2140.39 ms [2022-04-11 01:46:48 main:574] : INFO : Epoch 1648 | loss: 0.0312115 | val_loss: 0.031219 | Time: 2052.97 ms [2022-04-11 01:46:50 main:574] : INFO : Epoch 1649 | loss: 0.031216 | val_loss: 0.0312156 | Time: 2087.43 ms [2022-04-11 01:46:52 main:574] : INFO : Epoch 1650 | loss: 0.0312127 | val_loss: 0.0312139 | Time: 2181.98 ms [2022-04-11 01:46:54 main:574] : INFO : Epoch 1651 | loss: 0.0312116 | val_loss: 0.0312152 | Time: 2122.15 ms [2022-04-11 01:46:56 main:574] : INFO : Epoch 1652 | loss: 0.0312126 | val_loss: 0.0312178 | Time: 2161.69 ms [2022-04-11 01:46:58 main:574] : INFO : Epoch 1653 | loss: 0.0312152 | val_loss: 0.0312141 | Time: 2099.77 ms [2022-04-11 01:47:01 main:574] : INFO : Epoch 1654 | loss: 0.0312118 | val_loss: 0.0312134 | Time: 2058.69 ms [2022-04-11 01:47:03 main:574] : INFO : Epoch 1655 | loss: 0.0312119 | val_loss: 0.0312129 | Time: 2074.28 ms [2022-04-11 01:47:05 main:574] : INFO : Epoch 1656 | loss: 0.031212 | val_loss: 0.0312182 | Time: 2060.51 ms [2022-04-11 01:47:07 main:574] : INFO : Epoch 1657 | loss: 0.0312153 | val_loss: 0.0312137 | Time: 2090.29 ms [2022-04-11 01:47:09 main:574] : INFO : Epoch 1658 | loss: 0.0312127 | val_loss: 0.0312176 | Time: 2113.56 ms [2022-04-11 01:47:11 main:574] : INFO : Epoch 1659 | loss: 0.0312109 | val_loss: 0.0312134 | Time: 2013.51 ms [2022-04-11 01:47:13 main:574] : INFO : Epoch 1660 | loss: 0.0312106 | val_loss: 0.0312131 | Time: 2059.43 ms [2022-04-11 01:47:15 main:574] : INFO : Epoch 1661 | loss: 0.0312107 | val_loss: 0.0312141 | Time: 2131.01 ms [2022-04-11 01:47:17 main:574] : INFO : Epoch 1662 | loss: 0.0312117 | val_loss: 0.031213 | Time: 2069.46 ms [2022-04-11 01:47:19 main:574] : INFO : Epoch 1663 | loss: 0.0312129 | val_loss: 0.0312145 | Time: 2068.54 ms [2022-04-11 01:47:21 main:574] : INFO : Epoch 1664 | loss: 0.031211 | val_loss: 0.0312135 | Time: 2032.64 ms [2022-04-11 01:47:23 main:574] : INFO : Epoch 1665 | loss: 0.0312124 | val_loss: 0.0312126 | Time: 2060.7 ms [2022-04-11 01:47:25 main:574] : INFO : Epoch 1666 | loss: 0.0312105 | val_loss: 0.0312128 | Time: 1941.89 ms [2022-04-11 01:47:27 main:574] : INFO : Epoch 1667 | loss: 0.0312123 | val_loss: 0.0312129 | Time: 2133.84 ms [2022-04-11 01:47:29 main:574] : INFO : Epoch 1668 | loss: 0.031212 | val_loss: 0.031211 | Time: 2050.29 ms [2022-04-11 01:47:32 main:574] : INFO : Epoch 1669 | loss: 0.0312106 | val_loss: 0.0312131 | Time: 2127.01 ms [2022-04-11 01:47:34 main:574] : INFO : Epoch 1670 | loss: 0.0312109 | val_loss: 0.0312132 | Time: 2086.4 ms [2022-04-11 01:47:36 main:574] : INFO : Epoch 1671 | loss: 0.0312123 | val_loss: 0.0312153 | Time: 2015.88 ms [2022-04-11 01:47:38 main:574] : INFO : Epoch 1672 | loss: 0.0312122 | val_loss: 0.0312133 | Time: 2118.86 ms [2022-04-11 01:47:40 main:574] : INFO : Epoch 1673 | loss: 0.0312111 | val_loss: 0.0312148 | Time: 2079.1 ms [2022-04-11 01:47:42 main:574] : INFO : Epoch 1674 | loss: 0.0312122 | val_loss: 0.0312147 | Time: 2126.13 ms [2022-04-11 01:47:44 main:574] : INFO : Epoch 1675 | loss: 0.0312099 | val_loss: 0.0312111 | Time: 2112.15 ms [2022-04-11 01:47:46 main:574] : INFO : Epoch 1676 | loss: 0.0312115 | val_loss: 0.031214 | Time: 2053.69 ms [2022-04-11 01:47:48 main:574] : INFO : Epoch 1677 | loss: 0.0312093 | val_loss: 0.0312114 | Time: 2128.14 ms [2022-04-11 01:47:50 main:574] : INFO : Epoch 1678 | loss: 0.0312092 | val_loss: 0.031212 | Time: 1999.69 ms [2022-04-11 01:47:52 main:574] : INFO : Epoch 1679 | loss: 0.031209 | val_loss: 0.0312114 | Time: 2072.4 ms [2022-04-11 01:47:55 main:574] : INFO : Epoch 1680 | loss: 0.031211 | val_loss: 0.0312154 | Time: 2076.61 ms [2022-04-11 01:47:57 main:574] : INFO : Epoch 1681 | loss: 0.031209 | val_loss: 0.0312116 | Time: 2035.57 ms [2022-04-11 01:47:59 main:574] : INFO : Epoch 1682 | loss: 0.0312087 | val_loss: 0.0312117 | Time: 2117.75 ms [2022-04-11 01:48:01 main:574] : INFO : Epoch 1683 | loss: 0.0312119 | val_loss: 0.0312161 | Time: 2039.87 ms [2022-04-11 01:48:03 main:574] : INFO : Epoch 1684 | loss: 0.0312159 | val_loss: 0.0312179 | Time: 2163.58 ms [2022-04-11 01:48:05 main:574] : INFO : Epoch 1685 | loss: 0.0312155 | val_loss: 0.0312163 | Time: 2056.58 ms [2022-04-11 01:48:07 main:574] : INFO : Epoch 1686 | loss: 0.031215 | val_loss: 0.0312141 | Time: 2073.78 ms [2022-04-11 01:48:09 main:574] : INFO : Epoch 1687 | loss: 0.0312131 | val_loss: 0.0312183 | Time: 2124.19 ms [2022-04-11 01:48:11 main:574] : INFO : Epoch 1688 | loss: 0.0312128 | val_loss: 0.0312161 | Time: 2061.39 ms [2022-04-11 01:48:13 main:574] : INFO : Epoch 1689 | loss: 0.0312124 | val_loss: 0.0312112 | Time: 2147.64 ms [2022-04-11 01:48:15 main:574] : INFO : Epoch 1690 | loss: 0.0312112 | val_loss: 0.0312125 | Time: 2022.14 ms [2022-04-11 01:48:17 main:574] : INFO : Epoch 1691 | loss: 0.0312128 | val_loss: 0.0312128 | Time: 2038.74 ms [2022-04-11 01:48:20 main:574] : INFO : Epoch 1692 | loss: 0.0312124 | val_loss: 0.0312151 | Time: 2078.54 ms [2022-04-11 01:48:22 main:574] : INFO : Epoch 1693 | loss: 0.0312113 | val_loss: 0.0312173 | Time: 2010.92 ms [2022-04-11 01:48:24 main:574] : INFO : Epoch 1694 | loss: 0.0312132 | val_loss: 0.0312141 | Time: 1982.46 ms [2022-04-11 01:48:26 main:574] : INFO : Epoch 1695 | loss: 0.0312145 | val_loss: 0.0312219 | Time: 2024.52 ms [2022-04-11 01:48:28 main:574] : INFO : Epoch 1696 | loss: 0.0312145 | val_loss: 0.031212 | Time: 2033.83 ms [2022-04-11 01:48:30 main:574] : INFO : Epoch 1697 | loss: 0.0312128 | val_loss: 0.031212 | Time: 2030.3 ms [2022-04-11 01:48:32 main:574] : INFO : Epoch 1698 | loss: 0.0312125 | val_loss: 0.0312107 | Time: 2018.6 ms [2022-04-11 01:48:34 main:574] : INFO : Epoch 1699 | loss: 0.0312118 | val_loss: 0.0312104 | Time: 2122.92 ms [2022-04-11 01:48:36 main:574] : INFO : Epoch 1700 | loss: 0.0312126 | val_loss: 0.0312113 | Time: 2062.65 ms [2022-04-11 01:48:38 main:574] : INFO : Epoch 1701 | loss: 0.0312135 | val_loss: 0.0312107 | Time: 2051.68 ms [2022-04-11 01:48:40 main:574] : INFO : Epoch 1702 | loss: 0.0312129 | val_loss: 0.031215 | Time: 2172.96 ms [2022-04-11 01:48:42 main:574] : INFO : Epoch 1703 | loss: 0.0312129 | val_loss: 0.0312184 | Time: 2027.1 ms [2022-04-11 01:48:44 main:574] : INFO : Epoch 1704 | loss: 0.0312147 | val_loss: 0.0312108 | Time: 1956.96 ms [2022-04-11 01:48:46 main:574] : INFO : Epoch 1705 | loss: 0.0312131 | val_loss: 0.0312118 | Time: 2060.26 ms [2022-04-11 01:48:48 main:574] : INFO : Epoch 1706 | loss: 0.0312121 | val_loss: 0.0312131 | Time: 1990.57 ms [2022-04-11 01:48:50 main:574] : INFO : Epoch 1707 | loss: 0.0312115 | val_loss: 0.0312099 | Time: 2025.43 ms [2022-04-11 01:48:52 main:574] : INFO : Epoch 1708 | loss: 0.0312099 | val_loss: 0.0312109 | Time: 2095.95 ms [2022-04-11 01:48:54 main:574] : INFO : Epoch 1709 | loss: 0.0312112 | val_loss: 0.0312112 | Time: 1989.96 ms [2022-04-11 01:48:56 main:574] : INFO : Epoch 1710 | loss: 0.0312115 | val_loss: 0.0312122 | Time: 1936.19 ms [2022-04-11 01:48:59 main:574] : INFO : Epoch 1711 | loss: 0.0312098 | val_loss: 0.0312109 | Time: 2016.08 ms [2022-04-11 01:49:01 main:574] : INFO : Epoch 1712 | loss: 0.0312092 | val_loss: 0.0312105 | Time: 1945.79 ms [2022-04-11 01:49:03 main:574] : INFO : Epoch 1713 | loss: 0.0312101 | val_loss: 0.0312119 | Time: 2022.71 ms [2022-04-11 01:49:05 main:574] : INFO : Epoch 1714 | loss: 0.0312115 | val_loss: 0.0312125 | Time: 2043.32 ms [2022-04-11 01:49:07 main:574] : INFO : Epoch 1715 | loss: 0.0312088 | val_loss: 0.0312115 | Time: 2046.24 ms [2022-04-11 01:49:09 main:574] : INFO : Epoch 1716 | loss: 0.0312088 | val_loss: 0.0312102 | Time: 1936.67 ms [2022-04-11 01:49:11 main:574] : INFO : Epoch 1717 | loss: 0.0312094 | val_loss: 0.0312107 | Time: 2041.64 ms [2022-04-11 01:49:13 main:574] : INFO : Epoch 1718 | loss: 0.0312088 | val_loss: 0.0312116 | Time: 2043.18 ms [2022-04-11 01:49:15 main:574] : INFO : Epoch 1719 | loss: 0.0312139 | val_loss: 0.0312119 | Time: 1914.09 ms [2022-04-11 01:49:16 main:574] : INFO : Epoch 1720 | loss: 0.0312135 | val_loss: 0.0312126 | Time: 1898.66 ms [2022-04-11 01:49:19 main:574] : INFO : Epoch 1721 | loss: 0.0312128 | val_loss: 0.0312136 | Time: 2036.66 ms [2022-04-11 01:49:20 main:574] : INFO : Epoch 1722 | loss: 0.0312139 | val_loss: 0.0312121 | Time: 1937.35 ms [2022-04-11 01:49:22 main:574] : INFO : Epoch 1723 | loss: 0.0312124 | val_loss: 0.0312105 | Time: 1980.76 ms [2022-04-11 01:49:24 main:574] : INFO : Epoch 1724 | loss: 0.0312121 | val_loss: 0.03121 | Time: 1981.82 ms [2022-04-11 01:49:26 main:574] : INFO : Epoch 1725 | loss: 0.031212 | val_loss: 0.0312104 | Time: 1930.51 ms [2022-04-11 01:49:28 main:574] : INFO : Epoch 1726 | loss: 0.0312116 | val_loss: 0.0312109 | Time: 1975.06 ms [2022-04-11 01:49:30 main:574] : INFO : Epoch 1727 | loss: 0.0312103 | val_loss: 0.0312112 | Time: 2004.93 ms [2022-04-11 01:49:32 main:574] : INFO : Epoch 1728 | loss: 0.0312123 | val_loss: 0.0312159 | Time: 1965.85 ms [2022-04-11 01:49:34 main:574] : INFO : Epoch 1729 | loss: 0.0312192 | val_loss: 0.031225 | Time: 1958.15 ms [2022-04-11 01:49:36 main:574] : INFO : Epoch 1730 | loss: 0.031226 | val_loss: 0.0312276 | Time: 1997.14 ms [2022-04-11 01:49:38 main:574] : INFO : Epoch 1731 | loss: 0.0312263 | val_loss: 0.0312268 | Time: 1954.11 ms [2022-04-11 01:49:40 main:574] : INFO : Epoch 1732 | loss: 0.0312287 | val_loss: 0.0312256 | Time: 1981.1 ms [2022-04-11 01:49:42 main:574] : INFO : Epoch 1733 | loss: 0.0312288 | val_loss: 0.031224 | Time: 1938.82 ms [2022-04-11 01:49:44 main:574] : INFO : Epoch 1734 | loss: 0.0312256 | val_loss: 0.0312236 | Time: 1984.47 ms [2022-04-11 01:49:46 main:574] : INFO : Epoch 1735 | loss: 0.0312253 | val_loss: 0.0312241 | Time: 1962.98 ms [2022-04-11 01:49:48 main:574] : INFO : Epoch 1736 | loss: 0.0312235 | val_loss: 0.0312279 | Time: 1962.47 ms [2022-04-11 01:49:50 main:574] : INFO : Epoch 1737 | loss: 0.0312227 | val_loss: 0.0312217 | Time: 1951.64 ms [2022-04-11 01:49:52 main:574] : INFO : Epoch 1738 | loss: 0.031225 | val_loss: 0.0312246 | Time: 1980.24 ms [2022-04-11 01:49:54 main:574] : INFO : Epoch 1739 | loss: 0.0312266 | val_loss: 0.0312259 | Time: 2018.11 ms [2022-04-11 01:49:56 main:574] : INFO : Epoch 1740 | loss: 0.0312272 | val_loss: 0.031225 | Time: 1954.24 ms [2022-04-11 01:49:58 main:574] : INFO : Epoch 1741 | loss: 0.0312258 | val_loss: 0.0312264 | Time: 1908.05 ms [2022-04-11 01:50:00 main:574] : INFO : Epoch 1742 | loss: 0.0312267 | val_loss: 0.0312277 | Time: 1974.68 ms [2022-04-11 01:50:02 main:574] : INFO : Epoch 1743 | loss: 0.0312262 | val_loss: 0.0312279 | Time: 1981.25 ms [2022-04-11 01:50:04 main:574] : INFO : Epoch 1744 | loss: 0.031228 | val_loss: 0.0312279 | Time: 1940.98 ms [2022-04-11 01:50:06 main:574] : INFO : Epoch 1745 | loss: 0.0312285 | val_loss: 0.0312253 | Time: 1969.26 ms [2022-04-11 01:50:08 main:574] : INFO : Epoch 1746 | loss: 0.0312233 | val_loss: 0.0312215 | Time: 1981.03 ms [2022-04-11 01:50:10 main:574] : INFO : Epoch 1747 | loss: 0.0312249 | val_loss: 0.0312234 | Time: 1972.63 ms [2022-04-11 01:50:12 main:574] : INFO : Epoch 1748 | loss: 0.0312255 | val_loss: 0.031224 | Time: 1980.69 ms [2022-04-11 01:50:14 main:574] : INFO : Epoch 1749 | loss: 0.0312256 | val_loss: 0.0312285 | Time: 1966.5 ms [2022-04-11 01:50:16 main:574] : INFO : Epoch 1750 | loss: 0.0312255 | val_loss: 0.0312263 | Time: 1987.08 ms [2022-04-11 01:50:18 main:574] : INFO : Epoch 1751 | loss: 0.0312241 | val_loss: 0.0312226 | Time: 1989.7 ms [2022-04-11 01:50:20 main:574] : INFO : Epoch 1752 | loss: 0.0312227 | val_loss: 0.0312234 | Time: 1997.6 ms [2022-04-11 01:50:22 main:574] : INFO : Epoch 1753 | loss: 0.0312237 | val_loss: 0.0312236 | Time: 1967.99 ms [2022-04-11 01:50:24 main:574] : INFO : Epoch 1754 | loss: 0.031223 | val_loss: 0.0312221 | Time: 2000.25 ms [2022-04-11 01:50:26 main:574] : INFO : Epoch 1755 | loss: 0.0312223 | val_loss: 0.0312262 | Time: 1933.7 ms [2022-04-11 01:50:28 main:574] : INFO : Epoch 1756 | loss: 0.0312219 | val_loss: 0.0312249 | Time: 2006.58 ms [2022-04-11 01:50:30 main:574] : INFO : Epoch 1757 | loss: 0.0312226 | val_loss: 0.0312258 | Time: 1926.26 ms [2022-04-11 01:50:32 main:574] : INFO : Epoch 1758 | loss: 0.0312237 | val_loss: 0.0312206 | Time: 2001.88 ms [2022-04-11 01:50:34 main:574] : INFO : Epoch 1759 | loss: 0.0312222 | val_loss: 0.0312313 | Time: 1955.56 ms [2022-04-11 01:50:36 main:574] : INFO : Epoch 1760 | loss: 0.0312239 | val_loss: 0.0312235 | Time: 1982 ms [2022-04-11 01:50:37 main:574] : INFO : Epoch 1761 | loss: 0.0312218 | val_loss: 0.0312232 | Time: 1912.62 ms [2022-04-11 01:50:39 main:574] : INFO : Epoch 1762 | loss: 0.03122 | val_loss: 0.0312203 | Time: 1979.28 ms [2022-04-11 01:50:41 main:574] : INFO : Epoch 1763 | loss: 0.0312218 | val_loss: 0.0312219 | Time: 1982.19 ms [2022-04-11 01:50:43 main:574] : INFO : Epoch 1764 | loss: 0.0312207 | val_loss: 0.0312198 | Time: 1990.81 ms [2022-04-11 01:50:46 main:574] : INFO : Epoch 1765 | loss: 0.0312218 | val_loss: 0.0312215 | Time: 2095.86 ms [2022-04-11 01:50:48 main:574] : INFO : Epoch 1766 | loss: 0.0312236 | val_loss: 0.0312232 | Time: 1964.85 ms [2022-04-11 01:50:50 main:574] : INFO : Epoch 1767 | loss: 0.0312219 | val_loss: 0.0312186 | Time: 2004.62 ms [2022-04-11 01:50:52 main:574] : INFO : Epoch 1768 | loss: 0.0312236 | val_loss: 0.0312223 | Time: 2008.74 ms [2022-04-11 01:50:53 main:574] : INFO : Epoch 1769 | loss: 0.0312241 | val_loss: 0.031223 | Time: 1961.13 ms [2022-04-11 01:50:55 main:574] : INFO : Epoch 1770 | loss: 0.0312241 | val_loss: 0.0312229 | Time: 1910.07 ms [2022-04-11 01:50:57 main:574] : INFO : Epoch 1771 | loss: 0.0312251 | val_loss: 0.0312238 | Time: 1933.03 ms [2022-04-11 01:50:59 main:574] : INFO : Epoch 1772 | loss: 0.0312251 | val_loss: 0.0312224 | Time: 1958.07 ms [2022-04-11 01:51:01 main:574] : INFO : Epoch 1773 | loss: 0.0312241 | val_loss: 0.0312246 | Time: 1956.18 ms [2022-04-11 01:51:03 main:574] : INFO : Epoch 1774 | loss: 0.0312238 | val_loss: 0.0312235 | Time: 1928.1 ms [2022-04-11 01:51:05 main:574] : INFO : Epoch 1775 | loss: 0.0312233 | val_loss: 0.0312215 | Time: 1929.11 ms [2022-04-11 01:51:07 main:574] : INFO : Epoch 1776 | loss: 0.0312228 | val_loss: 0.0312273 | Time: 1968.13 ms [2022-04-11 01:51:09 main:574] : INFO : Epoch 1777 | loss: 0.0312269 | val_loss: 0.0312261 | Time: 2004.29 ms [2022-04-11 01:51:11 main:574] : INFO : Epoch 1778 | loss: 0.0312231 | val_loss: 0.031224 | Time: 1949.93 ms [2022-04-11 01:51:13 main:574] : INFO : Epoch 1779 | loss: 0.0312221 | val_loss: 0.0312207 | Time: 1978.96 ms [2022-04-11 01:51:15 main:574] : INFO : Epoch 1780 | loss: 0.0312201 | val_loss: 0.0312192 | Time: 1970.5 ms [2022-04-11 01:51:17 main:574] : INFO : Epoch 1781 | loss: 0.0312194 | val_loss: 0.0312199 | Time: 1973.45 ms [2022-04-11 01:51:19 main:574] : INFO : Epoch 1782 | loss: 0.0312209 | val_loss: 0.0312239 | Time: 1967.17 ms [2022-04-11 01:51:21 main:574] : INFO : Epoch 1783 | loss: 0.0312225 | val_loss: 0.0312211 | Time: 1957.85 ms [2022-04-11 01:51:23 main:574] : INFO : Epoch 1784 | loss: 0.0312218 | val_loss: 0.0312219 | Time: 1961.98 ms [2022-04-11 01:51:25 main:574] : INFO : Epoch 1785 | loss: 0.0312232 | val_loss: 0.0312215 | Time: 1987.23 ms [2022-04-11 01:51:27 main:574] : INFO : Epoch 1786 | loss: 0.0312192 | val_loss: 0.0312185 | Time: 2011.46 ms [2022-04-11 01:51:29 main:574] : INFO : Epoch 1787 | loss: 0.0312194 | val_loss: 0.0312198 | Time: 1942.47 ms [2022-04-11 01:51:31 main:574] : INFO : Epoch 1788 | loss: 0.0312191 | val_loss: 0.0312194 | Time: 1942.74 ms [2022-04-11 01:51:33 main:574] : INFO : Epoch 1789 | loss: 0.0312211 | val_loss: 0.0312248 | Time: 1942.54 ms [2022-04-11 01:51:35 main:574] : INFO : Epoch 1790 | loss: 0.0312234 | val_loss: 0.0312242 | Time: 1954.05 ms [2022-04-11 01:51:37 main:574] : INFO : Epoch 1791 | loss: 0.0312214 | val_loss: 0.0312221 | Time: 1955.24 ms [2022-04-11 01:51:39 main:574] : INFO : Epoch 1792 | loss: 0.031219 | val_loss: 0.03122 | Time: 1976.59 ms [2022-04-11 01:51:41 main:574] : INFO : Epoch 1793 | loss: 0.0312186 | val_loss: 0.0312271 | Time: 2003.46 ms [2022-04-11 01:51:43 main:574] : INFO : Epoch 1794 | loss: 0.0312216 | val_loss: 0.0312293 | Time: 1980.74 ms [2022-04-11 01:51:45 main:574] : INFO : Epoch 1795 | loss: 0.0312192 | val_loss: 0.0312189 | Time: 1938.18 ms [2022-04-11 01:51:47 main:574] : INFO : Epoch 1796 | loss: 0.0312167 | val_loss: 0.0312188 | Time: 1976.87 ms [2022-04-11 01:51:49 main:574] : INFO : Epoch 1797 | loss: 0.0312172 | val_loss: 0.0312203 | Time: 2011.57 ms [2022-04-11 01:51:51 main:574] : INFO : Epoch 1798 | loss: 0.0312173 | val_loss: 0.0312207 | Time: 1996.75 ms [2022-04-11 01:51:53 main:574] : INFO : Epoch 1799 | loss: 0.0312173 | val_loss: 0.0312203 | Time: 1964.79 ms [2022-04-11 01:51:55 main:574] : INFO : Epoch 1800 | loss: 0.0312164 | val_loss: 0.0312179 | Time: 2015.36 ms [2022-04-11 01:51:57 main:574] : INFO : Epoch 1801 | loss: 0.0312167 | val_loss: 0.0312182 | Time: 2079.22 ms [2022-04-11 01:51:59 main:574] : INFO : Epoch 1802 | loss: 0.0312171 | val_loss: 0.0312187 | Time: 1971.67 ms [2022-04-11 01:52:01 main:574] : INFO : Epoch 1803 | loss: 0.0312164 | val_loss: 0.0312231 | Time: 1940.13 ms [2022-04-11 01:52:03 main:574] : INFO : Epoch 1804 | loss: 0.0312242 | val_loss: 0.0312304 | Time: 1990.96 ms [2022-04-11 01:52:05 main:574] : INFO : Epoch 1805 | loss: 0.0312292 | val_loss: 0.0312294 | Time: 1969.48 ms [2022-04-11 01:52:07 main:574] : INFO : Epoch 1806 | loss: 0.0312292 | val_loss: 0.0312271 | Time: 2020.52 ms [2022-04-11 01:52:09 main:574] : INFO : Epoch 1807 | loss: 0.0312257 | val_loss: 0.0312269 | Time: 1953.39 ms [2022-04-11 01:52:11 main:574] : INFO : Epoch 1808 | loss: 0.0312268 | val_loss: 0.031226 | Time: 1962.83 ms [2022-04-11 01:52:12 main:574] : INFO : Epoch 1809 | loss: 0.0312256 | val_loss: 0.0312246 | Time: 1918.2 ms [2022-04-11 01:52:14 main:574] : INFO : Epoch 1810 | loss: 0.0312234 | val_loss: 0.0312248 | Time: 1965.82 ms [2022-04-11 01:52:16 main:574] : INFO : Epoch 1811 | loss: 0.0312259 | val_loss: 0.0312249 | Time: 1953.78 ms [2022-04-11 01:52:18 main:574] : INFO : Epoch 1812 | loss: 0.0312234 | val_loss: 0.031228 | Time: 1937.71 ms [2022-04-11 01:52:20 main:574] : INFO : Epoch 1813 | loss: 0.0312233 | val_loss: 0.0312263 | Time: 2003.79 ms [2022-04-11 01:52:22 main:574] : INFO : Epoch 1814 | loss: 0.0312238 | val_loss: 0.0312257 | Time: 1977.88 ms [2022-04-11 01:52:24 main:574] : INFO : Epoch 1815 | loss: 0.0312217 | val_loss: 0.0312239 | Time: 1913.46 ms [2022-04-11 01:52:26 main:574] : INFO : Epoch 1816 | loss: 0.0312208 | val_loss: 0.0312244 | Time: 1945.74 ms [2022-04-11 01:52:28 main:574] : INFO : Epoch 1817 | loss: 0.0312212 | val_loss: 0.0312233 | Time: 1955.87 ms [2022-04-11 01:52:30 main:574] : INFO : Epoch 1818 | loss: 0.0312208 | val_loss: 0.0312216 | Time: 1962.21 ms [2022-04-11 01:52:32 main:574] : INFO : Epoch 1819 | loss: 0.0312198 | val_loss: 0.0312245 | Time: 1950.73 ms [2022-04-11 01:52:34 main:574] : INFO : Epoch 1820 | loss: 0.0312204 | val_loss: 0.0312226 | Time: 1992.22 ms [2022-04-11 01:52:36 main:574] : INFO : Epoch 1821 | loss: 0.0312195 | val_loss: 0.0312239 | Time: 1940.88 ms [2022-04-11 01:52:38 main:574] : INFO : Epoch 1822 | loss: 0.0312194 | val_loss: 0.0312214 | Time: 1949.39 ms [2022-04-11 01:52:40 main:574] : INFO : Epoch 1823 | loss: 0.0312199 | val_loss: 0.031222 | Time: 1928.06 ms [2022-04-11 01:52:42 main:574] : INFO : Epoch 1824 | loss: 0.0312194 | val_loss: 0.0312221 | Time: 2015.86 ms [2022-04-11 01:52:44 main:574] : INFO : Epoch 1825 | loss: 0.0312186 | val_loss: 0.0312216 | Time: 1957.56 ms [2022-04-11 01:52:46 main:574] : INFO : Epoch 1826 | loss: 0.0312191 | val_loss: 0.0312248 | Time: 1998.98 ms [2022-04-11 01:52:48 main:574] : INFO : Epoch 1827 | loss: 0.0312222 | val_loss: 0.0312226 | Time: 1975.51 ms [2022-04-11 01:52:50 main:574] : INFO : Epoch 1828 | loss: 0.0312221 | val_loss: 0.0312243 | Time: 1961.18 ms [2022-04-11 01:52:52 main:574] : INFO : Epoch 1829 | loss: 0.0312204 | val_loss: 0.0312223 | Time: 2017.73 ms [2022-04-11 01:52:54 main:574] : INFO : Epoch 1830 | loss: 0.0312196 | val_loss: 0.0312223 | Time: 1929.24 ms [2022-04-11 01:52:56 main:574] : INFO : Epoch 1831 | loss: 0.0312207 | val_loss: 0.0312273 | Time: 1935.44 ms [2022-04-11 01:52:58 main:574] : INFO : Epoch 1832 | loss: 0.031222 | val_loss: 0.0312227 | Time: 1997.49 ms [2022-04-11 01:53:00 main:574] : INFO : Epoch 1833 | loss: 0.0312189 | val_loss: 0.0312219 | Time: 1969.65 ms [2022-04-11 01:53:02 main:574] : INFO : Epoch 1834 | loss: 0.0312196 | val_loss: 0.0312213 | Time: 1964.81 ms [2022-04-11 01:53:04 main:574] : INFO : Epoch 1835 | loss: 0.0312187 | val_loss: 0.0312214 | Time: 1950.75 ms [2022-04-11 01:53:06 main:574] : INFO : Epoch 1836 | loss: 0.0312198 | val_loss: 0.031222 | Time: 1965.22 ms [2022-04-11 01:53:08 main:574] : INFO : Epoch 1837 | loss: 0.0312185 | val_loss: 0.0312224 | Time: 1920.93 ms [2022-04-11 01:53:10 main:574] : INFO : Epoch 1838 | loss: 0.0312205 | val_loss: 0.0312235 | Time: 2018.23 ms [2022-04-11 01:53:11 main:574] : INFO : Epoch 1839 | loss: 0.0312206 | val_loss: 0.0312235 | Time: 1939.2 ms [2022-04-11 01:53:13 main:574] : INFO : Epoch 1840 | loss: 0.0312203 | val_loss: 0.0312231 | Time: 1990.91 ms [2022-04-11 01:53:15 main:574] : INFO : Epoch 1841 | loss: 0.0312215 | val_loss: 0.0312218 | Time: 1979.8 ms [2022-04-11 01:53:17 main:574] : INFO : Epoch 1842 | loss: 0.0312208 | val_loss: 0.0312206 | Time: 2011.07 ms [2022-04-11 01:53:19 main:574] : INFO : Epoch 1843 | loss: 0.0312181 | val_loss: 0.031223 | Time: 1966.03 ms [2022-04-11 01:53:21 main:574] : INFO : Epoch 1844 | loss: 0.0312188 | val_loss: 0.031222 | Time: 1998.59 ms [2022-04-11 01:53:23 main:574] : INFO : Epoch 1845 | loss: 0.031219 | val_loss: 0.0312241 | Time: 1926.62 ms [2022-04-11 01:53:25 main:574] : INFO : Epoch 1846 | loss: 0.0312192 | val_loss: 0.0312217 | Time: 1985.75 ms [2022-04-11 01:53:27 main:574] : INFO : Epoch 1847 | loss: 0.0312184 | val_loss: 0.0312211 | Time: 1934.53 ms [2022-04-11 01:53:29 main:574] : INFO : Epoch 1848 | loss: 0.0312179 | val_loss: 0.0312227 | Time: 2045.06 ms [2022-04-11 01:53:31 main:574] : INFO : Epoch 1849 | loss: 0.0312202 | val_loss: 0.0312217 | Time: 1922.72 ms [2022-04-11 01:53:33 main:574] : INFO : Epoch 1850 | loss: 0.0312181 | val_loss: 0.0312256 | Time: 2018.42 ms [2022-04-11 01:53:35 main:574] : INFO : Epoch 1851 | loss: 0.031219 | val_loss: 0.0312207 | Time: 1948.02 ms [2022-04-11 01:53:37 main:574] : INFO : Epoch 1852 | loss: 0.0312175 | val_loss: 0.0312227 | Time: 1973.13 ms [2022-04-11 01:53:39 main:574] : INFO : Epoch 1853 | loss: 0.0312169 | val_loss: 0.0312201 | Time: 1948.27 ms [2022-04-11 01:53:41 main:574] : INFO : Epoch 1854 | loss: 0.0312167 | val_loss: 0.0312204 | Time: 1954.51 ms [2022-04-11 01:53:43 main:574] : INFO : Epoch 1855 | loss: 0.0312167 | val_loss: 0.0312198 | Time: 1965.34 ms [2022-04-11 01:53:45 main:574] : INFO : Epoch 1856 | loss: 0.0312168 | val_loss: 0.0312204 | Time: 1974 ms [2022-04-11 01:53:47 main:574] : INFO : Epoch 1857 | loss: 0.0312171 | val_loss: 0.0312222 | Time: 1923.8 ms [2022-04-11 01:53:49 main:574] : INFO : Epoch 1858 | loss: 0.0312184 | val_loss: 0.0312213 | Time: 1934.07 ms [2022-04-11 01:53:51 main:574] : INFO : Epoch 1859 | loss: 0.0312188 | val_loss: 0.0312202 | Time: 1934.56 ms [2022-04-11 01:53:53 main:574] : INFO : Epoch 1860 | loss: 0.0312176 | val_loss: 0.0312255 | Time: 1966.56 ms [2022-04-11 01:53:55 main:574] : INFO : Epoch 1861 | loss: 0.0312201 | val_loss: 0.0312204 | Time: 1980.09 ms [2022-04-11 01:53:57 main:574] : INFO : Epoch 1862 | loss: 0.0312167 | val_loss: 0.0312273 | Time: 1959.42 ms [2022-04-11 01:53:59 main:574] : INFO : Epoch 1863 | loss: 0.031219 | val_loss: 0.0312238 | Time: 1984.75 ms [2022-04-11 01:54:01 main:574] : INFO : Epoch 1864 | loss: 0.0312176 | val_loss: 0.0312204 | Time: 1967.79 ms [2022-04-11 01:54:03 main:574] : INFO : Epoch 1865 | loss: 0.0312167 | val_loss: 0.0312221 | Time: 1947.29 ms [2022-04-11 01:54:05 main:574] : INFO : Epoch 1866 | loss: 0.0312173 | val_loss: 0.0312218 | Time: 2024.46 ms [2022-04-11 01:54:07 main:574] : INFO : Epoch 1867 | loss: 0.0312166 | val_loss: 0.0312212 | Time: 1953.1 ms [2022-04-11 01:54:09 main:574] : INFO : Epoch 1868 | loss: 0.0312159 | val_loss: 0.0312196 | Time: 1995.67 ms [2022-04-11 01:54:11 main:574] : INFO : Epoch 1869 | loss: 0.0312155 | val_loss: 0.0312201 | Time: 1974.34 ms [2022-04-11 01:54:13 main:574] : INFO : Epoch 1870 | loss: 0.0312161 | val_loss: 0.0312195 | Time: 1984.56 ms [2022-04-11 01:54:15 main:574] : INFO : Epoch 1871 | loss: 0.0312155 | val_loss: 0.03122 | Time: 1930.02 ms [2022-04-11 01:54:17 main:574] : INFO : Epoch 1872 | loss: 0.031216 | val_loss: 0.0312253 | Time: 1981.91 ms [2022-04-11 01:54:19 main:574] : INFO : Epoch 1873 | loss: 0.0312184 | val_loss: 0.0312211 | Time: 1987.72 ms [2022-04-11 01:54:21 main:574] : INFO : Epoch 1874 | loss: 0.031216 | val_loss: 0.0312201 | Time: 2058.16 ms [2022-04-11 01:54:23 main:574] : INFO : Epoch 1875 | loss: 0.0312153 | val_loss: 0.031221 | Time: 1966.13 ms [2022-04-11 01:54:25 main:574] : INFO : Epoch 1876 | loss: 0.031216 | val_loss: 0.03122 | Time: 2017.95 ms [2022-04-11 01:54:27 main:574] : INFO : Epoch 1877 | loss: 0.0312167 | val_loss: 0.0312199 | Time: 1972.71 ms [2022-04-11 01:54:29 main:574] : INFO : Epoch 1878 | loss: 0.0312159 | val_loss: 0.0312202 | Time: 2013.02 ms [2022-04-11 01:54:31 main:574] : INFO : Epoch 1879 | loss: 0.031216 | val_loss: 0.0312189 | Time: 1928.82 ms [2022-04-11 01:54:33 main:574] : INFO : Epoch 1880 | loss: 0.0312163 | val_loss: 0.0312217 | Time: 1968.14 ms [2022-04-11 01:54:35 main:574] : INFO : Epoch 1881 | loss: 0.0312162 | val_loss: 0.0312237 | Time: 1985.46 ms [2022-04-11 01:54:37 main:574] : INFO : Epoch 1882 | loss: 0.0312157 | val_loss: 0.03122 | Time: 2028.59 ms [2022-04-11 01:54:39 main:574] : INFO : Epoch 1883 | loss: 0.0312155 | val_loss: 0.0312207 | Time: 1960.62 ms [2022-04-11 01:54:41 main:574] : INFO : Epoch 1884 | loss: 0.0312145 | val_loss: 0.0312199 | Time: 2036.04 ms [2022-04-11 01:54:43 main:574] : INFO : Epoch 1885 | loss: 0.0312153 | val_loss: 0.0312214 | Time: 1959.92 ms [2022-04-11 01:54:45 main:574] : INFO : Epoch 1886 | loss: 0.0312162 | val_loss: 0.0312223 | Time: 1963.14 ms [2022-04-11 01:54:46 main:574] : INFO : Epoch 1887 | loss: 0.0312154 | val_loss: 0.0312202 | Time: 1920.23 ms [2022-04-11 01:54:48 main:574] : INFO : Epoch 1888 | loss: 0.031214 | val_loss: 0.0312209 | Time: 1969.93 ms [2022-04-11 01:54:50 main:574] : INFO : Epoch 1889 | loss: 0.0312143 | val_loss: 0.0312184 | Time: 1997.47 ms [2022-04-11 01:54:52 main:574] : INFO : Epoch 1890 | loss: 0.0312166 | val_loss: 0.031223 | Time: 1939.41 ms [2022-04-11 01:54:54 main:574] : INFO : Epoch 1891 | loss: 0.0312149 | val_loss: 0.0312194 | Time: 1958.74 ms [2022-04-11 01:54:56 main:574] : INFO : Epoch 1892 | loss: 0.0312142 | val_loss: 0.0312184 | Time: 1948.62 ms [2022-04-11 01:54:58 main:574] : INFO : Epoch 1893 | loss: 0.0312138 | val_loss: 0.0312193 | Time: 1990.2 ms [2022-04-11 01:55:00 main:574] : INFO : Epoch 1894 | loss: 0.0312131 | val_loss: 0.0312186 | Time: 1984.56 ms [2022-04-11 01:55:02 main:574] : INFO : Epoch 1895 | loss: 0.0312131 | val_loss: 0.0312194 | Time: 1994.68 ms [2022-04-11 01:55:04 main:574] : INFO : Epoch 1896 | loss: 0.0312127 | val_loss: 0.0312186 | Time: 1958.7 ms [2022-04-11 01:55:06 main:574] : INFO : Epoch 1897 | loss: 0.0312132 | val_loss: 0.031219 | Time: 2029.31 ms [2022-04-11 01:55:08 main:574] : INFO : Epoch 1898 | loss: 0.0312137 | val_loss: 0.0312186 | Time: 1952.75 ms [2022-04-11 01:55:10 main:574] : INFO : Epoch 1899 | loss: 0.0312128 | val_loss: 0.0312186 | Time: 1974.73 ms [2022-04-11 01:55:12 main:574] : INFO : Epoch 1900 | loss: 0.0312135 | val_loss: 0.0312211 | Time: 1951.67 ms [2022-04-11 01:55:14 main:574] : INFO : Epoch 1901 | loss: 0.0312142 | val_loss: 0.0312201 | Time: 1972.9 ms [2022-04-11 01:55:16 main:574] : INFO : Epoch 1902 | loss: 0.0312139 | val_loss: 0.0312184 | Time: 2066.5 ms [2022-04-11 01:55:18 main:574] : INFO : Epoch 1903 | loss: 0.0312127 | val_loss: 0.0312179 | Time: 1967.55 ms [2022-04-11 01:55:20 main:574] : INFO : Epoch 1904 | loss: 0.0312137 | val_loss: 0.0312189 | Time: 1995.16 ms [2022-04-11 01:55:22 main:574] : INFO : Epoch 1905 | loss: 0.0312132 | val_loss: 0.031217 | Time: 2076.31 ms [2022-04-11 01:55:24 main:574] : INFO : Epoch 1906 | loss: 0.0312135 | val_loss: 0.0312185 | Time: 1975.84 ms [2022-04-11 01:55:26 main:574] : INFO : Epoch 1907 | loss: 0.0312124 | val_loss: 0.0312183 | Time: 1929.97 ms [2022-04-11 01:55:28 main:574] : INFO : Epoch 1908 | loss: 0.0312136 | val_loss: 0.03122 | Time: 2052.31 ms [2022-04-11 01:55:30 main:574] : INFO : Epoch 1909 | loss: 0.0312157 | val_loss: 0.0312203 | Time: 1962.64 ms [2022-04-11 01:55:32 main:574] : INFO : Epoch 1910 | loss: 0.0312142 | val_loss: 0.0312198 | Time: 2009.67 ms [2022-04-11 01:55:34 main:574] : INFO : Epoch 1911 | loss: 0.0312143 | val_loss: 0.0312248 | Time: 1963.86 ms [2022-04-11 01:55:36 main:574] : INFO : Epoch 1912 | loss: 0.0312144 | val_loss: 0.0312208 | Time: 2008.6 ms [2022-04-11 01:55:38 main:574] : INFO : Epoch 1913 | loss: 0.0312149 | val_loss: 0.0312248 | Time: 1955.87 ms [2022-04-11 01:55:40 main:574] : INFO : Epoch 1914 | loss: 0.0312147 | val_loss: 0.0312201 | Time: 1978.45 ms [2022-04-11 01:55:42 main:574] : INFO : Epoch 1915 | loss: 0.0312137 | val_loss: 0.0312193 | Time: 2005.3 ms [2022-04-11 01:55:44 main:574] : INFO : Epoch 1916 | loss: 0.0312135 | val_loss: 0.0312203 | Time: 1941.98 ms [2022-04-11 01:55:46 main:574] : INFO : Epoch 1917 | loss: 0.0312166 | val_loss: 0.0312224 | Time: 1951.64 ms [2022-04-11 01:55:48 main:574] : INFO : Epoch 1918 | loss: 0.0312201 | val_loss: 0.031222 | Time: 1962.5 ms [2022-04-11 01:55:50 main:574] : INFO : Epoch 1919 | loss: 0.0312187 | val_loss: 0.0312208 | Time: 1982.23 ms [2022-04-11 01:55:52 main:574] : INFO : Epoch 1920 | loss: 0.0312166 | val_loss: 0.0312205 | Time: 2006.68 ms [2022-04-11 01:55:54 main:574] : INFO : Epoch 1921 | loss: 0.0312167 | val_loss: 0.031223 | Time: 1959.06 ms [2022-04-11 01:55:56 main:574] : INFO : Epoch 1922 | loss: 0.0312167 | val_loss: 0.0312199 | Time: 1939.27 ms [2022-04-11 01:55:58 main:574] : INFO : Epoch 1923 | loss: 0.031217 | val_loss: 0.0312185 | Time: 2008.78 ms [2022-04-11 01:56:00 main:574] : INFO : Epoch 1924 | loss: 0.03122 | val_loss: 0.0312227 | Time: 1971.95 ms [2022-04-11 01:56:02 main:574] : INFO : Epoch 1925 | loss: 0.0320801 | val_loss: 0.0320255 | Time: 2004.79 ms [2022-04-11 01:56:04 main:574] : INFO : Epoch 1926 | loss: 0.0316528 | val_loss: 0.031321 | Time: 2007.36 ms [2022-04-11 01:56:06 main:574] : INFO : Epoch 1927 | loss: 0.0312868 | val_loss: 0.0312369 | Time: 1997.6 ms [2022-04-11 01:56:08 main:574] : INFO : Epoch 1928 | loss: 0.031232 | val_loss: 0.0312281 | Time: 1947.78 ms [2022-04-11 01:56:10 main:574] : INFO : Epoch 1929 | loss: 0.0312224 | val_loss: 0.0312237 | Time: 1905.21 ms [2022-04-11 01:56:12 main:574] : INFO : Epoch 1930 | loss: 0.0312202 | val_loss: 0.0312223 | Time: 1960.98 ms [2022-04-11 01:56:14 main:574] : INFO : Epoch 1931 | loss: 0.0312196 | val_loss: 0.0312214 | Time: 1919 ms [2022-04-11 01:56:16 main:574] : INFO : Epoch 1932 | loss: 0.0312195 | val_loss: 0.0312223 | Time: 1974.7 ms [2022-04-11 01:56:18 main:574] : INFO : Epoch 1933 | loss: 0.0312184 | val_loss: 0.0312206 | Time: 1955.16 ms [2022-04-11 01:56:20 main:574] : INFO : Epoch 1934 | loss: 0.0312187 | val_loss: 0.0312214 | Time: 1964.86 ms [2022-04-11 01:56:22 main:574] : INFO : Epoch 1935 | loss: 0.0312187 | val_loss: 0.0312206 | Time: 1982.35 ms [2022-04-11 01:56:24 main:574] : INFO : Epoch 1936 | loss: 0.0312178 | val_loss: 0.0312208 | Time: 1935.7 ms [2022-04-11 01:56:26 main:574] : INFO : Epoch 1937 | loss: 0.0312176 | val_loss: 0.0312213 | Time: 2000.85 ms [2022-04-11 01:56:28 main:574] : INFO : Epoch 1938 | loss: 0.0312173 | val_loss: 0.0312192 | Time: 2036.84 ms [2022-04-11 01:56:30 main:574] : INFO : Epoch 1939 | loss: 0.0312165 | val_loss: 0.0312195 | Time: 1984.13 ms [2022-04-11 01:56:32 main:574] : INFO : Epoch 1940 | loss: 0.0312168 | val_loss: 0.0312196 | Time: 1996.03 ms [2022-04-11 01:56:34 main:574] : INFO : Epoch 1941 | loss: 0.0312161 | val_loss: 0.0312188 | Time: 1971.7 ms [2022-04-11 01:56:36 main:574] : INFO : Epoch 1942 | loss: 0.0312163 | val_loss: 0.0312189 | Time: 1974.02 ms [2022-04-11 01:56:37 main:574] : INFO : Epoch 1943 | loss: 0.0312159 | val_loss: 0.0312185 | Time: 1934.94 ms [2022-04-11 01:56:39 main:574] : INFO : Epoch 1944 | loss: 0.0312165 | val_loss: 0.0312197 | Time: 1996.2 ms [2022-04-11 01:56:41 main:574] : INFO : Epoch 1945 | loss: 0.0312192 | val_loss: 0.03122 | Time: 1958.74 ms [2022-04-11 01:56:43 main:574] : INFO : Epoch 1946 | loss: 0.0312167 | val_loss: 0.0312187 | Time: 1995.09 ms [2022-04-11 01:56:45 main:574] : INFO : Epoch 1947 | loss: 0.0312162 | val_loss: 0.0312198 | Time: 2017.5 ms [2022-04-11 01:56:47 main:574] : INFO : Epoch 1948 | loss: 0.0312165 | val_loss: 0.03122 | Time: 2010.57 ms [2022-04-11 01:56:49 main:574] : INFO : Epoch 1949 | loss: 0.031216 | val_loss: 0.0312185 | Time: 1961.46 ms [2022-04-11 01:56:51 main:574] : INFO : Epoch 1950 | loss: 0.0312157 | val_loss: 0.0312183 | Time: 1951.05 ms [2022-04-11 01:56:53 main:574] : INFO : Epoch 1951 | loss: 0.0312164 | val_loss: 0.0312226 | Time: 2037.56 ms [2022-04-11 01:56:55 main:574] : INFO : Epoch 1952 | loss: 0.031217 | val_loss: 0.0312201 | Time: 2014.01 ms [2022-04-11 01:56:57 main:574] : INFO : Epoch 1953 | loss: 0.0312174 | val_loss: 0.031218 | Time: 1975.24 ms [2022-04-11 01:57:00 main:574] : INFO : Epoch 1954 | loss: 0.0312155 | val_loss: 0.0312186 | Time: 2067.73 ms [2022-04-11 01:57:02 main:574] : INFO : Epoch 1955 | loss: 0.0312152 | val_loss: 0.03122 | Time: 2037.23 ms [2022-04-11 01:57:04 main:574] : INFO : Epoch 1956 | loss: 0.031216 | val_loss: 0.0312212 | Time: 1978.98 ms [2022-04-11 01:57:06 main:574] : INFO : Epoch 1957 | loss: 0.0312166 | val_loss: 0.0312193 | Time: 1989.17 ms [2022-04-11 01:57:08 main:574] : INFO : Epoch 1958 | loss: 0.0312159 | val_loss: 0.03122 | Time: 1990.48 ms [2022-04-11 01:57:10 main:574] : INFO : Epoch 1959 | loss: 0.0312164 | val_loss: 0.0312192 | Time: 1989.39 ms [2022-04-11 01:57:12 main:574] : INFO : Epoch 1960 | loss: 0.0312156 | val_loss: 0.0312206 | Time: 1979.6 ms [2022-04-11 01:57:14 main:574] : INFO : Epoch 1961 | loss: 0.031218 | val_loss: 0.0312205 | Time: 1960.57 ms [2022-04-11 01:57:15 main:574] : INFO : Epoch 1962 | loss: 0.0312177 | val_loss: 0.0312194 | Time: 1982.61 ms [2022-04-11 01:57:17 main:574] : INFO : Epoch 1963 | loss: 0.0312181 | val_loss: 0.0312199 | Time: 1972.18 ms [2022-04-11 01:57:19 main:574] : INFO : Epoch 1964 | loss: 0.0312195 | val_loss: 0.0312224 | Time: 1966.08 ms [2022-04-11 01:57:21 main:574] : INFO : Epoch 1965 | loss: 0.0312203 | val_loss: 0.0312221 | Time: 1938.63 ms [2022-04-11 01:57:23 main:574] : INFO : Epoch 1966 | loss: 0.0312216 | val_loss: 0.0312204 | Time: 1962.01 ms [2022-04-11 01:57:25 main:574] : INFO : Epoch 1967 | loss: 0.0312193 | val_loss: 0.0312225 | Time: 1999.9 ms [2022-04-11 01:57:27 main:574] : INFO : Epoch 1968 | loss: 0.0312201 | val_loss: 0.0312245 | Time: 1954.81 ms [2022-04-11 01:57:29 main:574] : INFO : Epoch 1969 | loss: 0.0312189 | val_loss: 0.0312213 | Time: 2031.7 ms [2022-04-11 01:57:31 main:574] : INFO : Epoch 1970 | loss: 0.0312194 | val_loss: 0.031224 | Time: 1996.72 ms [2022-04-11 01:57:33 main:574] : INFO : Epoch 1971 | loss: 0.031222 | val_loss: 0.0312245 | Time: 2037.69 ms [2022-04-11 01:57:35 main:574] : INFO : Epoch 1972 | loss: 0.0312218 | val_loss: 0.0312233 | Time: 1976.22 ms [2022-04-11 01:57:37 main:574] : INFO : Epoch 1973 | loss: 0.0312224 | val_loss: 0.0312218 | Time: 1970.26 ms [2022-04-11 01:57:39 main:574] : INFO : Epoch 1974 | loss: 0.0312204 | val_loss: 0.0312219 | Time: 1951.56 ms [2022-04-11 01:57:41 main:574] : INFO : Epoch 1975 | loss: 0.0312195 | val_loss: 0.0312216 | Time: 1974.07 ms [2022-04-11 01:57:43 main:574] : INFO : Epoch 1976 | loss: 0.0312193 | val_loss: 0.0312208 | Time: 2006.99 ms [2022-04-11 01:57:45 main:574] : INFO : Epoch 1977 | loss: 0.031219 | val_loss: 0.0312217 | Time: 1930.58 ms [2022-04-11 01:57:47 main:574] : INFO : Epoch 1978 | loss: 0.0312197 | val_loss: 0.0312212 | Time: 1968.35 ms [2022-04-11 01:57:49 main:574] : INFO : Epoch 1979 | loss: 0.0312192 | val_loss: 0.0312225 | Time: 1983.39 ms [2022-04-11 01:57:51 main:574] : INFO : Epoch 1980 | loss: 0.0312188 | val_loss: 0.0312195 | Time: 1931.8 ms [2022-04-11 01:57:53 main:574] : INFO : Epoch 1981 | loss: 0.0312205 | val_loss: 0.0312248 | Time: 1957.62 ms [2022-04-11 01:57:55 main:574] : INFO : Epoch 1982 | loss: 0.0312319 | val_loss: 0.0312321 | Time: 1945.41 ms [2022-04-11 01:57:57 main:574] : INFO : Epoch 1983 | loss: 0.0312329 | val_loss: 0.0312312 | Time: 1955.94 ms [2022-04-11 01:57:59 main:574] : INFO : Epoch 1984 | loss: 0.0312356 | val_loss: 0.0312308 | Time: 1972.26 ms [2022-04-11 01:58:01 main:574] : INFO : Epoch 1985 | loss: 0.0312305 | val_loss: 0.0312323 | Time: 1996.79 ms [2022-04-11 01:58:03 main:574] : INFO : Epoch 1986 | loss: 0.0312308 | val_loss: 0.0312304 | Time: 2020.15 ms [2022-04-11 01:58:05 main:574] : INFO : Epoch 1987 | loss: 0.0312293 | val_loss: 0.0312253 | Time: 1922.28 ms [2022-04-11 01:58:07 main:574] : INFO : Epoch 1988 | loss: 0.0312275 | val_loss: 0.0312264 | Time: 2041.04 ms [2022-04-11 01:58:09 main:574] : INFO : Epoch 1989 | loss: 0.031227 | val_loss: 0.0312249 | Time: 1940.81 ms [2022-04-11 01:58:11 main:574] : INFO : Epoch 1990 | loss: 0.0312264 | val_loss: 0.0312248 | Time: 1988.85 ms [2022-04-11 01:58:13 main:574] : INFO : Epoch 1991 | loss: 0.0312285 | val_loss: 0.0312264 | Time: 1924.85 ms [2022-04-11 01:58:15 main:574] : INFO : Epoch 1992 | loss: 0.0312282 | val_loss: 0.0312268 | Time: 1969.97 ms [2022-04-11 01:58:17 main:574] : INFO : Epoch 1993 | loss: 0.0312273 | val_loss: 0.0312267 | Time: 1993.02 ms [2022-04-11 01:58:19 main:574] : INFO : Epoch 1994 | loss: 0.0312269 | val_loss: 0.0312265 | Time: 1952.71 ms [2022-04-11 01:58:21 main:574] : INFO : Epoch 1995 | loss: 0.0312267 | val_loss: 0.0312269 | Time: 2000.09 ms [2022-04-11 01:58:23 main:574] : INFO : Epoch 1996 | loss: 0.0312282 | val_loss: 0.03123 | Time: 1937.52 ms [2022-04-11 01:58:25 main:574] : INFO : Epoch 1997 | loss: 0.0312288 | val_loss: 0.031228 | Time: 2004.63 ms [2022-04-11 01:58:27 main:574] : INFO : Epoch 1998 | loss: 0.0312273 | val_loss: 0.0312279 | Time: 1901.33 ms [2022-04-11 01:58:29 main:574] : INFO : Epoch 1999 | loss: 0.0312326 | val_loss: 0.0312308 | Time: 1958.33 ms [2022-04-11 01:58:31 main:574] : INFO : Epoch 2000 | loss: 0.0312302 | val_loss: 0.0312259 | Time: 1918.77 ms [2022-04-11 01:58:33 main:574] : INFO : Epoch 2001 | loss: 0.0312279 | val_loss: 0.0312263 | Time: 2015.29 ms [2022-04-11 01:58:35 main:574] : INFO : Epoch 2002 | loss: 0.0312276 | val_loss: 0.0312252 | Time: 1979.43 ms [2022-04-11 01:58:36 main:574] : INFO : Epoch 2003 | loss: 0.0312272 | val_loss: 0.0312236 | Time: 1951.85 ms [2022-04-11 01:58:38 main:574] : INFO : Epoch 2004 | loss: 0.0312261 | val_loss: 0.031224 | Time: 1974.05 ms [2022-04-11 01:58:40 main:574] : INFO : Epoch 2005 | loss: 0.0312267 | val_loss: 0.0312262 | Time: 2037.08 ms [2022-04-11 01:58:42 main:574] : INFO : Epoch 2006 | loss: 0.0312268 | val_loss: 0.0312278 | Time: 1964.05 ms [2022-04-11 01:58:44 main:574] : INFO : Epoch 2007 | loss: 0.0312269 | val_loss: 0.0312303 | Time: 1958.48 ms [2022-04-11 01:58:46 main:574] : INFO : Epoch 2008 | loss: 0.0312281 | val_loss: 0.0312276 | Time: 1983.41 ms [2022-04-11 01:58:48 main:574] : INFO : Epoch 2009 | loss: 0.031228 | val_loss: 0.0312278 | Time: 1979.38 ms [2022-04-11 01:58:50 main:574] : INFO : Epoch 2010 | loss: 0.0312275 | val_loss: 0.0312293 | Time: 2024.28 ms [2022-04-11 01:58:52 main:574] : INFO : Epoch 2011 | loss: 0.031227 | val_loss: 0.0312276 | Time: 1954.89 ms [2022-04-11 01:58:54 main:574] : INFO : Epoch 2012 | loss: 0.0312259 | val_loss: 0.0312263 | Time: 2065.13 ms [2022-04-11 01:58:56 main:574] : INFO : Epoch 2013 | loss: 0.0312278 | val_loss: 0.0312273 | Time: 1947.48 ms [2022-04-11 01:58:58 main:574] : INFO : Epoch 2014 | loss: 0.0312287 | val_loss: 0.0312276 | Time: 1995.74 ms [2022-04-11 01:59:00 main:574] : INFO : Epoch 2015 | loss: 0.03123 | val_loss: 0.0312361 | Time: 1984.3 ms [2022-04-11 01:59:02 main:574] : INFO : Epoch 2016 | loss: 0.0312302 | val_loss: 0.031229 | Time: 2037.65 ms [2022-04-11 01:59:04 main:574] : INFO : Epoch 2017 | loss: 0.0312268 | val_loss: 0.0312261 | Time: 2003.74 ms [2022-04-11 01:59:06 main:574] : INFO : Epoch 2018 | loss: 0.0312257 | val_loss: 0.0312281 | Time: 2004.57 ms [2022-04-11 01:59:08 main:574] : INFO : Epoch 2019 | loss: 0.0312262 | val_loss: 0.0312275 | Time: 2004.99 ms [2022-04-11 01:59:10 main:574] : INFO : Epoch 2020 | loss: 0.031226 | val_loss: 0.0312275 | Time: 2011.47 ms [2022-04-11 01:59:12 main:574] : INFO : Epoch 2021 | loss: 0.0312272 | val_loss: 0.0312309 | Time: 1981.16 ms [2022-04-11 01:59:14 main:574] : INFO : Epoch 2022 | loss: 0.0312275 | val_loss: 0.031226 | Time: 1917.68 ms [2022-04-11 01:59:16 main:574] : INFO : Epoch 2023 | loss: 0.031226 | val_loss: 0.0312293 | Time: 1978.58 ms [2022-04-11 01:59:18 main:574] : INFO : Epoch 2024 | loss: 0.0312296 | val_loss: 0.0312331 | Time: 2021.99 ms [2022-04-11 01:59:20 main:574] : INFO : Epoch 2025 | loss: 0.0312291 | val_loss: 0.0312244 | Time: 1945.46 ms [2022-04-11 01:59:22 main:574] : INFO : Epoch 2026 | loss: 0.0312242 | val_loss: 0.0312244 | Time: 1944.86 ms [2022-04-11 01:59:24 main:574] : INFO : Epoch 2027 | loss: 0.0312251 | val_loss: 0.031227 | Time: 1998.35 ms [2022-04-11 01:59:26 main:574] : INFO : Epoch 2028 | loss: 0.0312246 | val_loss: 0.0312244 | Time: 1956.97 ms [2022-04-11 01:59:28 main:574] : INFO : Epoch 2029 | loss: 0.0312237 | val_loss: 0.031224 | Time: 1953.67 ms [2022-04-11 01:59:30 main:574] : INFO : Epoch 2030 | loss: 0.031223 | val_loss: 0.0312234 | Time: 1953.88 ms [2022-04-11 01:59:32 main:574] : INFO : Epoch 2031 | loss: 0.0312224 | val_loss: 0.0312236 | Time: 1961.05 ms [2022-04-11 01:59:34 main:574] : INFO : Epoch 2032 | loss: 0.0312236 | val_loss: 0.0312241 | Time: 1930.69 ms [2022-04-11 01:59:36 main:574] : INFO : Epoch 2033 | loss: 0.0312238 | val_loss: 0.0312224 | Time: 2021.51 ms [2022-04-11 01:59:38 main:574] : INFO : Epoch 2034 | loss: 0.0312228 | val_loss: 0.031222 | Time: 1968.25 ms [2022-04-11 01:59:40 main:574] : INFO : Epoch 2035 | loss: 0.0312219 | val_loss: 0.0312223 | Time: 1987.16 ms [2022-04-11 01:59:42 main:574] : INFO : Epoch 2036 | loss: 0.0312214 | val_loss: 0.0312223 | Time: 1925.45 ms [2022-04-11 01:59:44 main:574] : INFO : Epoch 2037 | loss: 0.0312245 | val_loss: 0.0312254 | Time: 2007.88 ms [2022-04-11 01:59:46 main:574] : INFO : Epoch 2038 | loss: 0.0312227 | val_loss: 0.0312236 | Time: 1969.43 ms [2022-04-11 01:59:48 main:574] : INFO : Epoch 2039 | loss: 0.0312219 | val_loss: 0.0312227 | Time: 1961.8 ms [2022-04-11 01:59:50 main:574] : INFO : Epoch 2040 | loss: 0.0312209 | val_loss: 0.0312215 | Time: 1936.22 ms [2022-04-11 01:59:52 main:574] : INFO : Epoch 2041 | loss: 0.0312209 | val_loss: 0.0312218 | Time: 2014.45 ms [2022-04-11 01:59:54 main:574] : INFO : Epoch 2042 | loss: 0.0312207 | val_loss: 0.0312209 | Time: 1960.77 ms [2022-04-11 01:59:56 main:574] : INFO : Epoch 2043 | loss: 0.0312193 | val_loss: 0.0312208 | Time: 1978.1 ms [2022-04-11 01:59:58 main:574] : INFO : Epoch 2044 | loss: 0.0312195 | val_loss: 0.0312207 | Time: 1939.99 ms [2022-04-11 02:00:00 main:574] : INFO : Epoch 2045 | loss: 0.0312201 | val_loss: 0.031221 | Time: 2002.87 ms [2022-04-11 02:00:02 main:574] : INFO : Epoch 2046 | loss: 0.0312201 | val_loss: 0.0312226 | Time: 1988.09 ms [2022-04-11 02:00:04 main:574] : INFO : Epoch 2047 | loss: 0.0312212 | val_loss: 0.0312244 | Time: 1979.51 ms [2022-04-11 02:00:06 main:574] : INFO : Epoch 2048 | loss: 0.0312221 | val_loss: 0.0312219 | Time: 1956.5 ms [2022-04-11 02:00:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312219 [2022-04-11 02:00:06 main:603] : INFO : Saving end state to config to file [2022-04-11 02:00:06 main:608] : INFO : Success, exiting.. 02:00:06 (32908): 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)