Task 14550014
| Name | ParityModified-1647042275-22775-3-0_0 |
| Workunit | 11575456 |
| Created | 8 Apr 2022, 12:10:27 UTC |
| Sent | 10 Apr 2022, 15:52:02 UTC |
| Report deadline | 18 Apr 2022, 15:52:02 UTC |
| Received | 11 Apr 2022, 8:15:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 13 min 23 sec |
| CPU time | 1 hours 13 min 23 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 | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2 | loss: 0.031214 | val_loss: 0.0312228 | Time: 2077.5 ms [2022-04-11 02:56:34 main:574] : INFO : Epoch 1543 | loss: 0.0312148 | val_loss: 0.0312219 | Time: 2084.96 ms [2022-04-11 02:56:36 main:574] : INFO : Epoch 1544 | loss: 0.0312161 | val_loss: 0.0312198 | Time: 1946.8 ms [2022-04-11 02:56:38 main:574] : INFO : Epoch 1545 | loss: 0.0312152 | val_loss: 0.03122 | Time: 2087.5 ms [2022-04-11 02:56:40 main:574] : INFO : Epoch 1546 | loss: 0.0312159 | val_loss: 0.0312227 | Time: 2009.27 ms [2022-04-11 02:56:43 main:574] : INFO : Epoch 1547 | loss: 0.031216 | val_loss: 0.0312216 | Time: 2173.98 ms [2022-04-11 02:56:45 main:574] : INFO : Epoch 1548 | loss: 0.0312139 | val_loss: 0.0312208 | Time: 2011.32 ms [2022-04-11 02:56:47 main:574] : INFO : Epoch 1549 | loss: 0.0312144 | val_loss: 0.0312216 | Time: 2050.3 ms [2022-04-11 02:56:49 main:574] : INFO : Epoch 1550 | loss: 0.0312144 | val_loss: 0.0312208 | Time: 2090.41 ms [2022-04-11 02:56:51 main:574] : INFO : Epoch 1551 | loss: 0.0312138 | val_loss: 0.0312212 | Time: 2174.68 ms [2022-04-11 02:56:53 main:574] : INFO : Epoch 1552 | loss: 0.0312135 | val_loss: 0.0312206 | Time: 2094.99 ms [2022-04-11 02:56:55 main:574] : INFO : Epoch 1553 | loss: 0.0312148 | val_loss: 0.0312205 | Time: 2082.41 ms [2022-04-11 02:56:57 main:574] : INFO : Epoch 1554 | loss: 0.0312162 | val_loss: 0.0312213 | Time: 2026.41 ms [2022-04-11 02:56:59 main:574] : INFO : Epoch 1555 | loss: 0.0312142 | val_loss: 0.0312225 | Time: 2106.5 ms [2022-04-11 02:57:01 main:574] : INFO : Epoch 1556 | loss: 0.0312146 | val_loss: 0.0312227 | Time: 2067.49 ms [2022-04-11 02:57:03 main:574] : INFO : Epoch 1557 | loss: 0.0312142 | val_loss: 0.0312251 | Time: 2105.51 ms [2022-04-11 02:57:06 main:574] : INFO : Epoch 1558 | loss: 0.0312146 | val_loss: 0.0312224 | Time: 2083.7 ms [2022-04-11 02:57:08 main:574] : INFO : Epoch 1559 | loss: 0.0312139 | val_loss: 0.0312228 | Time: 2061.58 ms [2022-04-11 02:57:10 main:574] : INFO : Epoch 1560 | loss: 0.031213 | val_loss: 0.0312236 | Time: 2007.26 ms [2022-04-11 02:57:12 main:574] : INFO : Epoch 1561 | loss: 0.0312267 | val_loss: 0.0312269 | Time: 2220.91 ms [2022-04-11 02:57:14 main:574] : INFO : Epoch 1562 | loss: 0.0312263 | val_loss: 0.0312233 | Time: 2050.32 ms [2022-04-11 02:57:17 main:574] : INFO : Epoch 1563 | loss: 0.0312247 | val_loss: 0.0312219 | Time: 2205.05 ms [2022-04-11 02:57:19 main:574] : INFO : Epoch 1564 | loss: 0.0312236 | val_loss: 0.0312221 | Time: 2106.18 ms [2022-04-11 02:57:21 main:574] : INFO : Epoch 1565 | loss: 0.0312223 | val_loss: 0.0312208 | Time: 2037.84 ms [2022-04-11 02:57:23 main:574] : INFO : Epoch 1566 | loss: 0.031222 | val_loss: 0.0312204 | Time: 1967.42 ms [2022-04-11 02:57:25 main:574] : INFO : Epoch 1567 | loss: 0.0312212 | val_loss: 0.0312204 | Time: 2077.24 ms [2022-04-11 02:57:27 main:574] : INFO : Epoch 1568 | loss: 0.0312214 | val_loss: 0.0312233 | Time: 2054.83 ms [2022-04-11 02:57:29 main:574] : INFO : Epoch 1569 | loss: 0.0312207 | val_loss: 0.0312188 | Time: 2146.45 ms [2022-04-11 02:57:31 main:574] : INFO : Epoch 1570 | loss: 0.0312179 | val_loss: 0.0312179 | Time: 2025.06 ms [2022-04-11 02:57:33 main:574] : INFO : Epoch 1571 | loss: 0.0312182 | val_loss: 0.0312183 | Time: 2076.55 ms [2022-04-11 02:57:35 main:574] : INFO : Epoch 1572 | loss: 0.0312176 | val_loss: 0.0312219 | Time: 2072.11 ms [2022-04-11 02:57:37 main:574] : INFO : Epoch 1573 | loss: 0.031218 | val_loss: 0.0312183 | Time: 2101.75 ms [2022-04-11 02:57:39 main:574] : INFO : Epoch 1574 | loss: 0.0312168 | val_loss: 0.0312208 | Time: 2021.2 ms [2022-04-11 02:57:41 main:574] : INFO : Epoch 1575 | loss: 0.0312161 | val_loss: 0.0312158 | Time: 1982.46 ms [2022-04-11 02:57:43 main:574] : INFO : Epoch 1576 | loss: 0.0312152 | val_loss: 0.03122 | Time: 1990.9 ms [2022-04-11 02:57:46 main:574] : INFO : Epoch 1577 | loss: 0.0312178 | val_loss: 0.0312159 | Time: 2127.04 ms [2022-04-11 02:57:48 main:574] : INFO : Epoch 1578 | loss: 0.0312141 | val_loss: 0.0312159 | Time: 2013.89 ms [2022-04-11 02:57:50 main:574] : INFO : Epoch 1579 | loss: 0.0312137 | val_loss: 0.031215 | Time: 2097.08 ms [2022-04-11 02:57:52 main:574] : INFO : Epoch 1580 | loss: 0.0312147 | val_loss: 0.0312169 | Time: 2003.9 ms [2022-04-11 02:57:54 main:574] : INFO : Epoch 1581 | loss: 0.0312139 | val_loss: 0.0312147 | Time: 2118.89 ms [2022-04-11 02:57:56 main:574] : INFO : Epoch 1582 | loss: 0.0312132 | val_loss: 0.0312141 | Time: 2061.64 ms [2022-04-11 02:57:58 main:574] : INFO : Epoch 1583 | loss: 0.031216 | val_loss: 0.0312232 | Time: 2098.08 ms [2022-04-11 02:58:00 main:574] : INFO : Epoch 1584 | loss: 0.0312168 | val_loss: 0.0312165 | Time: 2070.42 ms [2022-04-11 02:58:02 main:574] : INFO : Epoch 1585 | loss: 0.031216 | val_loss: 0.0312169 | Time: 2089.09 ms [2022-04-11 02:58:04 main:574] : INFO : Epoch 1586 | loss: 0.031213 | val_loss: 0.0312139 | Time: 2133.43 ms [2022-04-11 02:58:06 main:574] : INFO : Epoch 1587 | loss: 0.0312126 | val_loss: 0.0312176 | Time: 2079.92 ms [2022-04-11 02:58:08 main:574] : INFO : Epoch 1588 | loss: 0.0312136 | val_loss: 0.031216 | Time: 2043.65 ms [2022-04-11 02:58:10 main:574] : INFO : Epoch 1589 | loss: 0.031212 | val_loss: 0.0312143 | Time: 2009.56 ms [2022-04-11 02:58:12 main:574] : INFO : Epoch 1590 | loss: 0.0312117 | val_loss: 0.0312126 | Time: 2107.46 ms [2022-04-11 02:58:15 main:574] : INFO : Epoch 1591 | loss: 0.0312104 | val_loss: 0.0312157 | Time: 2011.66 ms [2022-04-11 02:58:17 main:574] : INFO : Epoch 1592 | loss: 0.0312111 | val_loss: 0.0312131 | Time: 2108.57 ms [2022-04-11 02:58:19 main:574] : INFO : Epoch 1593 | loss: 0.0312109 | val_loss: 0.0312123 | Time: 2111.53 ms [2022-04-11 02:58:21 main:574] : INFO : Epoch 1594 | loss: 0.0312107 | val_loss: 0.0312118 | Time: 2105.32 ms [2022-04-11 02:58:23 main:574] : INFO : Epoch 1595 | loss: 0.031211 | val_loss: 0.0312117 | Time: 2111.27 ms [2022-04-11 02:58:25 main:574] : INFO : Epoch 1596 | loss: 0.0312096 | val_loss: 0.0312126 | Time: 2006.17 ms [2022-04-11 02:58:27 main:574] : INFO : Epoch 1597 | loss: 0.0312095 | val_loss: 0.031212 | Time: 2031.93 ms [2022-04-11 02:58:29 main:574] : INFO : Epoch 1598 | loss: 0.0312096 | val_loss: 0.0312114 | Time: 2075.85 ms [2022-04-11 02:58:31 main:574] : INFO : Epoch 1599 | loss: 0.0312091 | val_loss: 0.0312133 | Time: 2110.62 ms [2022-04-11 02:58:33 main:574] : INFO : Epoch 1600 | loss: 0.0312093 | val_loss: 0.0312117 | Time: 2032.98 ms [2022-04-11 02:58:35 main:574] : INFO : Epoch 1601 | loss: 0.0312093 | val_loss: 0.0312115 | Time: 2027.92 ms [2022-04-11 02:58:37 main:574] : INFO : Epoch 1602 | loss: 0.0312083 | val_loss: 0.0312115 | Time: 2115.11 ms [2022-04-11 02:58:40 main:574] : INFO : Epoch 1603 | loss: 0.0312087 | val_loss: 0.0312117 | Time: 2313.11 ms [2022-04-11 02:58:42 main:574] : INFO : Epoch 1604 | loss: 0.0312099 | val_loss: 0.0312138 | Time: 2127.59 ms [2022-04-11 02:58:44 main:574] : INFO : Epoch 1605 | loss: 0.0312146 | val_loss: 0.0312158 | Time: 2109.59 ms [2022-04-11 02:58:46 main:574] : INFO : Epoch 1606 | loss: 0.0312112 | val_loss: 0.0312124 | Time: 2029.68 ms [2022-04-11 02:58:48 main:574] : INFO : Epoch 1607 | loss: 0.0312085 | val_loss: 0.0312121 | Time: 2054.64 ms [2022-04-11 02:58:50 main:574] : INFO : Epoch 1608 | loss: 0.0312087 | val_loss: 0.0312114 | Time: 2100.43 ms [2022-04-11 02:58:52 main:574] : INFO : Epoch 1609 | loss: 0.0312074 | val_loss: 0.0312117 | Time: 2090.11 ms [2022-04-11 02:58:54 main:574] : INFO : Epoch 1610 | loss: 0.0312088 | val_loss: 0.0312141 | Time: 2097.07 ms [2022-04-11 02:58:56 main:574] : INFO : Epoch 1611 | loss: 0.0312087 | val_loss: 0.0312098 | Time: 2137 ms [2022-04-11 02:58:59 main:574] : INFO : Epoch 1612 | loss: 0.0312086 | val_loss: 0.0312134 | Time: 2058.65 ms [2022-04-11 02:59:01 main:574] : INFO : Epoch 1613 | loss: 0.0312081 | val_loss: 0.0312127 | Time: 1998.7 ms [2022-04-11 02:59:03 main:574] : INFO : Epoch 1614 | loss: 0.0312081 | val_loss: 0.0312117 | Time: 2121.61 ms [2022-04-11 02:59:05 main:574] : INFO : Epoch 1615 | loss: 0.0312085 | val_loss: 0.0312101 | Time: 2071.85 ms [2022-04-11 02:59:07 main:574] : INFO : Epoch 1616 | loss: 0.0312074 | val_loss: 0.0312123 | Time: 2119.88 ms [2022-04-11 02:59:09 main:574] : INFO : Epoch 1617 | loss: 0.0312116 | val_loss: 0.0312116 | Time: 2113.39 ms [2022-04-11 02:59:11 main:574] : INFO : Epoch 1618 | loss: 0.03121 | val_loss: 0.0312126 | Time: 2080.96 ms [2022-04-11 02:59:13 main:574] : INFO : Epoch 1619 | loss: 0.0312093 | val_loss: 0.0312163 | Time: 2156.15 ms [2022-04-11 02:59:15 main:574] : INFO : Epoch 1620 | loss: 0.0312106 | val_loss: 0.0312109 | Time: 2200.49 ms [2022-04-11 02:59:18 main:574] : INFO : Epoch 1621 | loss: 0.0312085 | val_loss: 0.0312084 | Time: 2130.42 ms [2022-04-11 02:59:20 main:574] : INFO : Epoch 1622 | loss: 0.0312091 | val_loss: 0.03121 | Time: 2169.95 ms [2022-04-11 02:59:22 main:574] : INFO : Epoch 1623 | loss: 0.0312068 | val_loss: 0.0312122 | Time: 2094.65 ms [2022-04-11 02:59:24 main:574] : INFO : Epoch 1624 | loss: 0.0312063 | val_loss: 0.031209 | Time: 2056.89 ms [2022-04-11 02:59:26 main:574] : INFO : Epoch 1625 | loss: 0.0312049 | val_loss: 0.0312089 | Time: 2102.34 ms [2022-04-11 02:59:28 main:574] : INFO : Epoch 1626 | loss: 0.0312061 | val_loss: 0.0312129 | Time: 2025.69 ms [2022-04-11 02:59:30 main:574] : INFO : Epoch 1627 | loss: 0.0312078 | val_loss: 0.0312093 | Time: 2160.94 ms [2022-04-11 02:59:32 main:574] : INFO : Epoch 1628 | loss: 0.0312035 | val_loss: 0.0312092 | Time: 2059.87 ms [2022-04-11 02:59:34 main:574] : INFO : Epoch 1629 | loss: 0.0312033 | val_loss: 0.0312091 | Time: 2087.93 ms [2022-04-11 02:59:37 main:574] : INFO : Epoch 1630 | loss: 0.0312085 | val_loss: 0.0312179 | Time: 2091.96 ms [2022-04-11 02:59:39 main:574] : INFO : Epoch 1631 | loss: 0.0312121 | val_loss: 0.0312107 | Time: 2104.67 ms [2022-04-11 02:59:41 main:574] : INFO : Epoch 1632 | loss: 0.0312081 | val_loss: 0.0312099 | Time: 2094.63 ms [2022-04-11 02:59:43 main:574] : INFO : Epoch 1633 | loss: 0.0312071 | val_loss: 0.0312142 | Time: 2049.97 ms [2022-04-11 02:59:45 main:574] : INFO : Epoch 1634 | loss: 0.0312069 | val_loss: 0.0312097 | Time: 2082.53 ms [2022-04-11 02:59:47 main:574] : INFO : Epoch 1635 | loss: 0.0312052 | val_loss: 0.0312075 | Time: 2072.93 ms [2022-04-11 02:59:49 main:574] : INFO : Epoch 1636 | loss: 0.0312042 | val_loss: 0.0312082 | Time: 2046.37 ms [2022-04-11 02:59:51 main:574] : INFO : Epoch 1637 | loss: 0.0312036 | val_loss: 0.0312082 | Time: 2078.5 ms [2022-04-11 02:59:53 main:574] : INFO : Epoch 1638 | loss: 0.0312035 | val_loss: 0.031212 | Time: 2156.53 ms [2022-04-11 02:59:55 main:574] : INFO : Epoch 1639 | loss: 0.0312022 | val_loss: 0.0312082 | Time: 2136.83 ms [2022-04-11 02:59:57 main:574] : INFO : Epoch 1640 | loss: 0.0312019 | val_loss: 0.031208 | Time: 2103.74 ms [2022-04-11 03:00:00 main:574] : INFO : Epoch 1641 | loss: 0.0312022 | val_loss: 0.031208 | Time: 2063.03 ms [2022-04-11 03:00:02 main:574] : INFO : Epoch 1642 | loss: 0.0312027 | val_loss: 0.0312108 | Time: 2048.49 ms [2022-04-11 03:00:04 main:574] : INFO : Epoch 1643 | loss: 0.0312032 | val_loss: 0.0312076 | Time: 2100.03 ms [2022-04-11 03:00:06 main:574] : INFO : Epoch 1644 | loss: 0.0312022 | val_loss: 0.0312072 | Time: 2105.18 ms [2022-04-11 03:00:08 main:574] : INFO : Epoch 1645 | loss: 0.0312016 | val_loss: 0.0312074 | Time: 1982.74 ms [2022-04-11 03:00:10 main:574] : INFO : Epoch 1646 | loss: 0.0312019 | val_loss: 0.0312063 | Time: 2200.87 ms [2022-04-11 03:00:12 main:574] : INFO : Epoch 1647 | loss: 0.0312038 | val_loss: 0.0312078 | Time: 2052.59 ms [2022-04-11 03:00:14 main:574] : INFO : Epoch 1648 | loss: 0.0312035 | val_loss: 0.0312059 | Time: 2065.23 ms [2022-04-11 03:00:16 main:574] : INFO : Epoch 1649 | loss: 0.0312015 | val_loss: 0.0312051 | Time: 2116.09 ms [2022-04-11 03:00:18 main:574] : INFO : Epoch 1650 | loss: 0.0312018 | val_loss: 0.031206 | Time: 2236.89 ms [2022-04-11 03:00:21 main:574] : INFO : Epoch 1651 | loss: 0.0312016 | val_loss: 0.0312066 | Time: 2241.59 ms [2022-04-11 03:00:23 main:574] : INFO : Epoch 1652 | loss: 0.0312025 | val_loss: 0.0312061 | Time: 2299.19 ms [2022-04-11 03:00:25 main:574] : INFO : Epoch 1653 | loss: 0.031202 | val_loss: 0.031207 | Time: 2355.41 ms [2022-04-11 03:00:28 main:574] : INFO : Epoch 1654 | loss: 0.0312012 | val_loss: 0.031205 | Time: 2435.26 ms [2022-04-11 03:00:30 main:574] : INFO : Epoch 1655 | loss: 0.0312001 | val_loss: 0.0312084 | Time: 2264.04 ms [2022-04-11 03:00:32 main:574] : INFO : Epoch 1656 | loss: 0.0312023 | val_loss: 0.0312124 | Time: 2194.75 ms [2022-04-11 03:00:35 main:574] : INFO : Epoch 1657 | loss: 0.0312019 | val_loss: 0.0312035 | Time: 2242.37 ms [2022-04-11 03:00:37 main:574] : INFO : Epoch 1658 | loss: 0.0312019 | val_loss: 0.0312058 | Time: 2168.34 ms [2022-04-11 03:00:39 main:574] : INFO : Epoch 1659 | loss: 0.0311994 | val_loss: 0.0312052 | Time: 2154.21 ms [2022-04-11 03:00:41 main:574] : INFO : Epoch 1660 | loss: 0.0312005 | val_loss: 0.031204 | Time: 2089.78 ms [2022-04-11 03:00:43 main:574] : INFO : Epoch 1661 | loss: 0.0311982 | val_loss: 0.0312043 | Time: 2130.38 ms [2022-04-11 03:00:45 main:574] : INFO : Epoch 1662 | loss: 0.031198 | val_loss: 0.0312052 | Time: 2012.72 ms [2022-04-11 03:00:47 main:574] : INFO : Epoch 1663 | loss: 0.031199 | val_loss: 0.0312119 | Time: 2103.73 ms [2022-04-11 03:00:49 main:574] : INFO : Epoch 1664 | loss: 0.0312005 | val_loss: 0.0312048 | Time: 2042.64 ms [2022-04-11 03:00:51 main:574] : INFO : Epoch 1665 | loss: 0.0312018 | val_loss: 0.0312098 | Time: 2101.72 ms [2022-04-11 03:00:53 main:574] : INFO : Epoch 1666 | loss: 0.0312022 | val_loss: 0.0312094 | Time: 2022.18 ms [2022-04-11 03:00:56 main:574] : INFO : Epoch 1667 | loss: 0.0312023 | val_loss: 0.0312059 | Time: 2138.62 ms [2022-04-11 03:00:58 main:574] : INFO : Epoch 1668 | loss: 0.0312007 | val_loss: 0.0312049 | Time: 2071.64 ms [2022-04-11 03:01:00 main:574] : INFO : Epoch 1669 | loss: 0.0311985 | val_loss: 0.0312042 | Time: 2037.09 ms [2022-04-11 03:01:02 main:574] : INFO : Epoch 1670 | loss: 0.031198 | val_loss: 0.0312049 | Time: 2002.83 ms [2022-04-11 03:01:04 main:574] : INFO : Epoch 1671 | loss: 0.0311992 | val_loss: 0.0312051 | Time: 2102.16 ms [2022-04-11 03:01:06 main:574] : INFO : Epoch 1672 | loss: 0.0311972 | val_loss: 0.0312041 | Time: 2074.65 ms [2022-04-11 03:01:08 main:574] : INFO : Epoch 1673 | loss: 0.0311968 | val_loss: 0.0312035 | Time: 2110.4 ms [2022-04-11 03:01:10 main:574] : INFO : Epoch 1674 | loss: 0.0311965 | val_loss: 0.0312034 | Time: 2031.04 ms [2022-04-11 03:01:12 main:574] : INFO : Epoch 1675 | loss: 0.0311953 | val_loss: 0.0312036 | Time: 2055.24 ms [2022-04-11 03:01:14 main:574] : INFO : Epoch 1676 | loss: 0.0311979 | val_loss: 0.0312068 | Time: 2000.94 ms [2022-04-11 03:01:16 main:574] : INFO : Epoch 1677 | loss: 0.0311969 | val_loss: 0.031204 | Time: 2084.84 ms [2022-04-11 03:01:18 main:574] : INFO : Epoch 1678 | loss: 0.0311951 | val_loss: 0.0312089 | Time: 2116.1 ms [2022-04-11 03:01:20 main:574] : INFO : Epoch 1679 | loss: 0.031195 | val_loss: 0.0312031 | Time: 1971.57 ms [2022-04-11 03:01:22 main:574] : INFO : Epoch 1680 | loss: 0.0311962 | val_loss: 0.0312036 | Time: 2086.2 ms [2022-04-11 03:01:24 main:574] : INFO : Epoch 1681 | loss: 0.0311966 | val_loss: 0.0312029 | Time: 2021.51 ms [2022-04-11 03:01:27 main:574] : INFO : Epoch 1682 | loss: 0.031197 | val_loss: 0.0312077 | Time: 2087.82 ms [2022-04-11 03:01:29 main:574] : INFO : Epoch 1683 | loss: 0.0311979 | val_loss: 0.0312038 | Time: 2086.37 ms [2022-04-11 03:01:31 main:574] : INFO : Epoch 1684 | loss: 0.0311956 | val_loss: 0.0312042 | Time: 2065.66 ms [2022-04-11 03:01:33 main:574] : INFO : Epoch 1685 | loss: 0.0311959 | val_loss: 0.0312061 | Time: 2049.32 ms [2022-04-11 03:01:35 main:574] : INFO : Epoch 1686 | loss: 0.0311956 | val_loss: 0.0312035 | Time: 2108.6 ms [2022-04-11 03:01:37 main:574] : INFO : Epoch 1687 | loss: 0.0311943 | val_loss: 0.031203 | Time: 2060.61 ms [2022-04-11 03:01:39 main:574] : INFO : Epoch 1688 | loss: 0.0311968 | val_loss: 0.0312036 | Time: 2129.11 ms [2022-04-11 03:01:41 main:574] : INFO : Epoch 1689 | loss: 0.0311957 | val_loss: 0.0312033 | Time: 2036.46 ms [2022-04-11 03:01:43 main:574] : INFO : Epoch 1690 | loss: 0.0311943 | val_loss: 0.031206 | Time: 2060.63 ms [2022-04-11 03:01:45 main:574] : INFO : Epoch 1691 | loss: 0.0311962 | val_loss: 0.0312021 | Time: 2009.12 ms [2022-04-11 03:01:47 main:574] : INFO : Epoch 1692 | loss: 0.0311976 | val_loss: 0.0312027 | Time: 2064.4 ms [2022-04-11 03:01:49 main:574] : INFO : Epoch 1693 | loss: 0.0311963 | val_loss: 0.0312034 | Time: 2058.98 ms [2022-04-11 03:01:51 main:574] : INFO : Epoch 1694 | loss: 0.031195 | val_loss: 0.0312037 | Time: 2162.23 ms [2022-04-11 03:01:53 main:574] : INFO : Epoch 1695 | loss: 0.031194 | val_loss: 0.0312035 | Time: 2033.19 ms [2022-04-11 03:01:56 main:574] : INFO : Epoch 1696 | loss: 0.0311955 | val_loss: 0.0312045 | Time: 2093.88 ms [2022-04-11 03:01:58 main:574] : INFO : Epoch 1697 | loss: 0.0311957 | val_loss: 0.0312036 | Time: 2124.78 ms [2022-04-11 03:02:00 main:574] : INFO : Epoch 1698 | loss: 0.0311953 | val_loss: 0.0312035 | Time: 2111.34 ms [2022-04-11 03:02:02 main:574] : INFO : Epoch 1699 | loss: 0.0311939 | val_loss: 0.0312042 | Time: 1997.19 ms [2022-04-11 03:02:04 main:574] : INFO : Epoch 1700 | loss: 0.0311922 | val_loss: 0.0312031 | Time: 2153.48 ms [2022-04-11 03:02:06 main:574] : INFO : Epoch 1701 | loss: 0.0311927 | val_loss: 0.0312066 | Time: 2001.46 ms [2022-04-11 03:02:08 main:574] : INFO : Epoch 1702 | loss: 0.0311921 | val_loss: 0.0312024 | Time: 2087.63 ms [2022-04-11 03:02:10 main:574] : INFO : Epoch 1703 | loss: 0.0311918 | val_loss: 0.0312063 | Time: 2064.79 ms [2022-04-11 03:02:12 main:574] : INFO : Epoch 1704 | loss: 0.0311909 | val_loss: 0.031203 | Time: 2094.47 ms [2022-04-11 03:02:14 main:574] : INFO : Epoch 1705 | loss: 0.031193 | val_loss: 0.0312072 | Time: 2102.48 ms [2022-04-11 03:02:16 main:574] : INFO : Epoch 1706 | loss: 0.0311944 | val_loss: 0.0312044 | Time: 2009.41 ms [2022-04-11 03:02:18 main:574] : INFO : Epoch 1707 | loss: 0.0311947 | val_loss: 0.0312045 | Time: 2071.09 ms [2022-04-11 03:02:21 main:574] : INFO : Epoch 1708 | loss: 0.0311986 | val_loss: 0.0312064 | Time: 2105.97 ms [2022-04-11 03:02:23 main:574] : INFO : Epoch 1709 | loss: 0.0311939 | val_loss: 0.0312061 | Time: 2050.02 ms [2022-04-11 03:02:25 main:574] : INFO : Epoch 1710 | loss: 0.0311915 | val_loss: 0.0312045 | Time: 2097.42 ms [2022-04-11 03:02:27 main:574] : INFO : Epoch 1711 | loss: 0.0311929 | val_loss: 0.0312054 | Time: 2057.15 ms [2022-04-11 03:02:29 main:574] : INFO : Epoch 1712 | loss: 0.0311937 | val_loss: 0.0312044 | Time: 2092.61 ms [2022-04-11 03:02:31 main:574] : INFO : Epoch 1713 | loss: 0.0311941 | val_loss: 0.031203 | Time: 2149.87 ms [2022-04-11 03:02:33 main:574] : INFO : Epoch 1714 | loss: 0.0311953 | val_loss: 0.0312044 | Time: 2060.33 ms [2022-04-11 03:02:35 main:574] : INFO : Epoch 1715 | loss: 0.0311925 | val_loss: 0.0312055 | Time: 2045.64 ms [2022-04-11 03:02:37 main:574] : INFO : Epoch 1716 | loss: 0.03119 | val_loss: 0.0312025 | Time: 2035.56 ms [2022-04-11 03:02:39 main:574] : INFO : Epoch 1717 | loss: 0.0311912 | val_loss: 0.0312087 | Time: 2167.62 ms [2022-04-11 03:02:41 main:574] : INFO : Epoch 1718 | loss: 0.031196 | val_loss: 0.0312029 | Time: 1995.72 ms [2022-04-11 03:02:43 main:574] : INFO : Epoch 1719 | loss: 0.0311949 | val_loss: 0.0312068 | Time: 2022.13 ms [2022-04-11 03:02:45 main:574] : INFO : Epoch 1720 | loss: 0.0311948 | val_loss: 0.0312046 | Time: 1994.62 ms [2022-04-11 03:02:47 main:574] : INFO : Epoch 1721 | loss: 0.0311946 | val_loss: 0.0312005 | Time: 2088.34 ms [2022-04-11 03:02:50 main:574] : INFO : Epoch 1722 | loss: 0.0311942 | val_loss: 0.0312019 | Time: 2083.96 ms [2022-04-11 03:02:52 main:574] : INFO : Epoch 1723 | loss: 0.0311914 | val_loss: 0.0312015 | Time: 2037.09 ms [2022-04-11 03:02:54 main:574] : INFO : Epoch 1724 | loss: 0.0311895 | val_loss: 0.0312015 | Time: 1982.73 ms [2022-04-11 03:02:56 main:574] : INFO : Epoch 1725 | loss: 0.0311896 | val_loss: 0.0312032 | Time: 2194.31 ms [2022-04-11 03:02:58 main:574] : INFO : Epoch 1726 | loss: 0.0311906 | val_loss: 0.0312043 | Time: 2387.51 ms [2022-04-11 03:03:00 main:574] : INFO : Epoch 1727 | loss: 0.0311917 | val_loss: 0.0312064 | Time: 2066.71 ms [2022-04-11 03:03:02 main:574] : INFO : Epoch 1728 | loss: 0.0311909 | val_loss: 0.0312023 | Time: 2039.98 ms [2022-04-11 03:03:04 main:574] : INFO : Epoch 1729 | loss: 0.0311902 | val_loss: 0.0312053 | Time: 2048.03 ms [2022-04-11 03:03:06 main:574] : INFO : Epoch 1730 | loss: 0.0311891 | val_loss: 0.0312013 | Time: 2080.75 ms [2022-04-11 03:03:09 main:574] : INFO : Epoch 1731 | loss: 0.0311891 | val_loss: 0.0312011 | Time: 2054.8 ms [2022-04-11 03:03:11 main:574] : INFO : Epoch 1732 | loss: 0.0311902 | val_loss: 0.0312025 | Time: 2026.95 ms [2022-04-11 03:03:13 main:574] : INFO : Epoch 1733 | loss: 0.0311894 | val_loss: 0.0312012 | Time: 2040.84 ms [2022-04-11 03:03:15 main:574] : INFO : Epoch 1734 | loss: 0.0311894 | val_loss: 0.0312092 | Time: 2076.58 ms [2022-04-11 03:03:17 main:574] : INFO : Epoch 1735 | loss: 0.0311918 | val_loss: 0.0312052 | Time: 2130.93 ms [2022-04-11 03:03:19 main:574] : INFO : Epoch 1736 | loss: 0.0311932 | val_loss: 0.0312019 | Time: 2082.56 ms [2022-04-11 03:03:21 main:574] : INFO : Epoch 1737 | loss: 0.0311905 | val_loss: 0.0312013 | Time: 2055.73 ms [2022-04-11 03:03:23 main:574] : INFO : Epoch 1738 | loss: 0.0311898 | val_loss: 0.0312059 | Time: 2161.97 ms [2022-04-11 03:03:25 main:574] : INFO : Epoch 1739 | loss: 0.0311884 | val_loss: 0.0312025 | Time: 2031.19 ms [2022-04-11 03:03:27 main:574] : INFO : Epoch 1740 | loss: 0.031189 | val_loss: 0.0312042 | Time: 2083.45 ms [2022-04-11 03:03:29 main:574] : INFO : Epoch 1741 | loss: 0.0311903 | val_loss: 0.0312061 | Time: 2038.52 ms [2022-04-11 03:03:31 main:574] : INFO : Epoch 1742 | loss: 0.0312139 | val_loss: 0.0312322 | Time: 2050.68 ms [2022-04-11 03:03:33 main:574] : INFO : Epoch 1743 | loss: 0.0312304 | val_loss: 0.0312267 | Time: 2141.43 ms [2022-04-11 03:03:36 main:574] : INFO : Epoch 1744 | loss: 0.0312256 | val_loss: 0.0312236 | Time: 2098.47 ms [2022-04-11 03:03:38 main:574] : INFO : Epoch 1745 | loss: 0.0312191 | val_loss: 0.0312202 | Time: 2048.48 ms [2022-04-11 03:03:40 main:574] : INFO : Epoch 1746 | loss: 0.0312162 | val_loss: 0.0312155 | Time: 2154.58 ms [2022-04-11 03:03:42 main:574] : INFO : Epoch 1747 | loss: 0.0312132 | val_loss: 0.031214 | Time: 2002.44 ms [2022-04-11 03:03:44 main:574] : INFO : Epoch 1748 | loss: 0.0312122 | val_loss: 0.0312127 | Time: 2050.81 ms [2022-04-11 03:03:46 main:574] : INFO : Epoch 1749 | loss: 0.0312101 | val_loss: 0.0312122 | Time: 2084.32 ms [2022-04-11 03:03:48 main:574] : INFO : Epoch 1750 | loss: 0.0312099 | val_loss: 0.0312119 | Time: 2092.55 ms [2022-04-11 03:03:50 main:574] : INFO : Epoch 1751 | loss: 0.0312087 | val_loss: 0.0312122 | Time: 2061.94 ms [2022-04-11 03:03:52 main:574] : INFO : Epoch 1752 | loss: 0.0312086 | val_loss: 0.0312114 | Time: 2051.36 ms [2022-04-11 03:03:54 main:574] : INFO : Epoch 1753 | loss: 0.0312074 | val_loss: 0.0312116 | Time: 2074.61 ms [2022-04-11 03:03:56 main:574] : INFO : Epoch 1754 | loss: 0.031207 | val_loss: 0.0312135 | Time: 2093.44 ms [2022-04-11 03:03:58 main:574] : INFO : Epoch 1755 | loss: 0.0312076 | val_loss: 0.0312127 | Time: 2043.71 ms [2022-04-11 03:04:01 main:574] : INFO : Epoch 1756 | loss: 0.0312068 | val_loss: 0.0312111 | Time: 2130.95 ms [2022-04-11 03:04:03 main:574] : INFO : Epoch 1757 | loss: 0.0312058 | val_loss: 0.0312114 | Time: 2049.82 ms [2022-04-11 03:04:05 main:574] : INFO : Epoch 1758 | loss: 0.0312055 | val_loss: 0.0312092 | Time: 2073.32 ms [2022-04-11 03:04:07 main:574] : INFO : Epoch 1759 | loss: 0.0312043 | val_loss: 0.0312096 | Time: 2038.39 ms [2022-04-11 03:04:09 main:574] : INFO : Epoch 1760 | loss: 0.0312074 | val_loss: 0.0312103 | Time: 2107.07 ms [2022-04-11 03:04:11 main:574] : INFO : Epoch 1761 | loss: 0.031207 | val_loss: 0.0312129 | Time: 2099.46 ms [2022-04-11 03:04:13 main:574] : INFO : Epoch 1762 | loss: 0.0312057 | val_loss: 0.0312117 | Time: 2142.96 ms [2022-04-11 03:04:15 main:574] : INFO : Epoch 1763 | loss: 0.0312058 | val_loss: 0.0312126 | Time: 2066.85 ms [2022-04-11 03:04:17 main:574] : INFO : Epoch 1764 | loss: 0.0312068 | val_loss: 0.0312079 | Time: 2025.96 ms [2022-04-11 03:04:19 main:574] : INFO : Epoch 1765 | loss: 0.0312027 | val_loss: 0.0312073 | Time: 2035.88 ms [2022-04-11 03:04:21 main:574] : INFO : Epoch 1766 | loss: 0.0312021 | val_loss: 0.0312074 | Time: 2039.57 ms [2022-04-11 03:04:23 main:574] : INFO : Epoch 1767 | loss: 0.0312013 | val_loss: 0.0312072 | Time: 2219.42 ms [2022-04-11 03:04:26 main:574] : INFO : Epoch 1768 | loss: 0.0312007 | val_loss: 0.0312079 | Time: 2077.22 ms [2022-04-11 03:04:28 main:574] : INFO : Epoch 1769 | loss: 0.0312002 | val_loss: 0.0312068 | Time: 2084.01 ms [2022-04-11 03:04:30 main:574] : INFO : Epoch 1770 | loss: 0.0312024 | val_loss: 0.0312135 | Time: 2055.77 ms [2022-04-11 03:04:32 main:574] : INFO : Epoch 1771 | loss: 0.0312023 | val_loss: 0.0312071 | Time: 2167.76 ms [2022-04-11 03:04:34 main:574] : INFO : Epoch 1772 | loss: 0.0311994 | val_loss: 0.0312088 | Time: 2041.33 ms [2022-04-11 03:04:36 main:574] : INFO : Epoch 1773 | loss: 0.0311999 | val_loss: 0.0312076 | Time: 2093.93 ms [2022-04-11 03:04:38 main:574] : INFO : Epoch 1774 | loss: 0.0311989 | val_loss: 0.0312074 | Time: 2127.15 ms [2022-04-11 03:04:40 main:574] : INFO : Epoch 1775 | loss: 0.0311987 | val_loss: 0.0312066 | Time: 2046.15 ms [2022-04-11 03:04:42 main:574] : INFO : Epoch 1776 | loss: 0.0311979 | val_loss: 0.0312084 | Time: 2095.56 ms [2022-04-11 03:04:44 main:574] : INFO : Epoch 1777 | loss: 0.0311974 | val_loss: 0.0312068 | Time: 2044.46 ms [2022-04-11 03:04:46 main:574] : INFO : Epoch 1778 | loss: 0.0311985 | val_loss: 0.0312068 | Time: 2021.11 ms [2022-04-11 03:04:48 main:574] : INFO : Epoch 1779 | loss: 0.0311988 | val_loss: 0.0312183 | Time: 2028.25 ms [2022-04-11 03:04:51 main:574] : INFO : Epoch 1780 | loss: 0.0311972 | val_loss: 0.0312108 | Time: 2071.64 ms [2022-04-11 03:04:53 main:574] : INFO : Epoch 1781 | loss: 0.0311966 | val_loss: 0.0312061 | Time: 2134.94 ms [2022-04-11 03:04:55 main:574] : INFO : Epoch 1782 | loss: 0.031197 | val_loss: 0.0312061 | Time: 2105.84 ms [2022-04-11 03:04:57 main:574] : INFO : Epoch 1783 | loss: 0.0311958 | val_loss: 0.0312095 | Time: 2090.07 ms [2022-04-11 03:04:59 main:574] : INFO : Epoch 1784 | loss: 0.0311988 | val_loss: 0.0312085 | Time: 2063.97 ms [2022-04-11 03:05:01 main:574] : INFO : Epoch 1785 | loss: 0.031199 | val_loss: 0.0312062 | Time: 2121.73 ms [2022-04-11 03:05:03 main:574] : INFO : Epoch 1786 | loss: 0.0311979 | val_loss: 0.0312084 | Time: 1982.12 ms [2022-04-11 03:05:05 main:574] : INFO : Epoch 1787 | loss: 0.031198 | val_loss: 0.0312098 | Time: 2120.24 ms [2022-04-11 03:05:07 main:574] : INFO : Epoch 1788 | loss: 0.0311984 | val_loss: 0.0312081 | Time: 1994.27 ms [2022-04-11 03:05:09 main:574] : INFO : Epoch 1789 | loss: 0.031197 | val_loss: 0.0312072 | Time: 2061.02 ms [2022-04-11 03:05:11 main:574] : INFO : Epoch 1790 | loss: 0.0311959 | val_loss: 0.0312058 | Time: 2039.42 ms [2022-04-11 03:05:13 main:574] : INFO : Epoch 1791 | loss: 0.0311953 | val_loss: 0.0312055 | Time: 2076.58 ms [2022-04-11 03:05:15 main:574] : INFO : Epoch 1792 | loss: 0.0311962 | val_loss: 0.0312062 | Time: 2082.88 ms [2022-04-11 03:05:18 main:574] : INFO : Epoch 1793 | loss: 0.0311954 | val_loss: 0.0312053 | Time: 2087.36 ms [2022-04-11 03:05:20 main:574] : INFO : Epoch 1794 | loss: 0.031195 | val_loss: 0.0312106 | Time: 2020.54 ms [2022-04-11 03:05:22 main:574] : INFO : Epoch 1795 | loss: 0.0311975 | val_loss: 0.0312062 | Time: 2071.19 ms [2022-04-11 03:05:24 main:574] : INFO : Epoch 1796 | loss: 0.0311954 | val_loss: 0.0312055 | Time: 2092.59 ms [2022-04-11 03:05:26 main:574] : INFO : Epoch 1797 | loss: 0.0311952 | val_loss: 0.0312095 | Time: 2121.28 ms [2022-04-11 03:05:28 main:574] : INFO : Epoch 1798 | loss: 0.0311943 | val_loss: 0.0312061 | Time: 2057.41 ms [2022-04-11 03:05:30 main:574] : INFO : Epoch 1799 | loss: 0.031194 | val_loss: 0.0312067 | Time: 2054.34 ms [2022-04-11 03:05:32 main:574] : INFO : Epoch 1800 | loss: 0.0311943 | val_loss: 0.0312084 | Time: 2037.67 ms [2022-04-11 03:05:34 main:574] : INFO : Epoch 1801 | loss: 0.0311948 | val_loss: 0.0312085 | Time: 2063.49 ms [2022-04-11 03:05:36 main:574] : INFO : Epoch 1802 | loss: 0.0311935 | val_loss: 0.0312066 | Time: 2105.78 ms [2022-04-11 03:05:38 main:574] : INFO : Epoch 1803 | loss: 0.0311932 | val_loss: 0.0312061 | Time: 2022.22 ms [2022-04-11 03:05:40 main:574] : INFO : Epoch 1804 | loss: 0.0311942 | val_loss: 0.0312076 | Time: 2090.73 ms [2022-04-11 03:05:42 main:574] : INFO : Epoch 1805 | loss: 0.0311949 | val_loss: 0.0312092 | Time: 1988.63 ms [2022-04-11 03:05:44 main:574] : INFO : Epoch 1806 | loss: 0.0311937 | val_loss: 0.0312064 | Time: 2056.3 ms [2022-04-11 03:05:47 main:574] : INFO : Epoch 1807 | loss: 0.0311937 | val_loss: 0.031207 | Time: 2179.65 ms [2022-04-11 03:05:49 main:574] : INFO : Epoch 1808 | loss: 0.0311928 | val_loss: 0.0312063 | Time: 1981.44 ms [2022-04-11 03:05:51 main:574] : INFO : Epoch 1809 | loss: 0.0311941 | val_loss: 0.0312061 | Time: 2041.54 ms [2022-04-11 03:05:53 main:574] : INFO : Epoch 1810 | loss: 0.0311947 | val_loss: 0.0312074 | Time: 2090.69 ms [2022-04-11 03:05:55 main:574] : INFO : Epoch 1811 | loss: 0.0311958 | val_loss: 0.0312083 | Time: 2102.97 ms [2022-04-11 03:05:57 main:574] : INFO : Epoch 1812 | loss: 0.031195 | val_loss: 0.0312091 | Time: 2052.47 ms [2022-04-11 03:05:59 main:574] : INFO : Epoch 1813 | loss: 0.0311926 | val_loss: 0.0312049 | Time: 2071.1 ms [2022-04-11 03:06:01 main:574] : INFO : Epoch 1814 | loss: 0.0311922 | val_loss: 0.0312121 | Time: 2092.42 ms [2022-04-11 03:06:03 main:574] : INFO : Epoch 1815 | loss: 0.0311938 | val_loss: 0.0312054 | Time: 2056.46 ms [2022-04-11 03:06:05 main:574] : INFO : Epoch 1816 | loss: 0.0311938 | val_loss: 0.0312066 | Time: 2083.82 ms [2022-04-11 03:06:07 main:574] : INFO : Epoch 1817 | loss: 0.0311934 | val_loss: 0.0312062 | Time: 2106 ms [2022-04-11 03:06:09 main:574] : INFO : Epoch 1818 | loss: 0.0311921 | val_loss: 0.0312067 | Time: 2142.25 ms [2022-04-11 03:06:11 main:574] : INFO : Epoch 1819 | loss: 0.0311917 | val_loss: 0.0312053 | Time: 2021.19 ms [2022-04-11 03:06:14 main:574] : INFO : Epoch 1820 | loss: 0.031192 | val_loss: 0.0312092 | Time: 2244.47 ms [2022-04-11 03:06:16 main:574] : INFO : Epoch 1821 | loss: 0.0311914 | val_loss: 0.0312049 | Time: 1951.96 ms [2022-04-11 03:06:18 main:574] : INFO : Epoch 1822 | loss: 0.0311971 | val_loss: 0.0312132 | Time: 2101.7 ms [2022-04-11 03:06:20 main:574] : INFO : Epoch 1823 | loss: 0.0312119 | val_loss: 0.0312162 | Time: 1996.97 ms [2022-04-11 03:06:22 main:574] : INFO : Epoch 1824 | loss: 0.0312093 | val_loss: 0.0312071 | Time: 2098.57 ms [2022-04-11 03:06:24 main:574] : INFO : Epoch 1825 | loss: 0.0312056 | val_loss: 0.0312089 | Time: 2027.95 ms [2022-04-11 03:06:26 main:574] : INFO : Epoch 1826 | loss: 0.0312047 | val_loss: 0.0312058 | Time: 2053.52 ms [2022-04-11 03:06:28 main:574] : INFO : Epoch 1827 | loss: 0.0312037 | val_loss: 0.0312049 | Time: 2140.82 ms [2022-04-11 03:06:30 main:574] : INFO : Epoch 1828 | loss: 0.0312052 | val_loss: 0.0312086 | Time: 2179.87 ms [2022-04-11 03:06:32 main:574] : INFO : Epoch 1829 | loss: 0.0312113 | val_loss: 0.0312163 | Time: 2043.81 ms [2022-04-11 03:06:34 main:574] : INFO : Epoch 1830 | loss: 0.0312232 | val_loss: 0.0312269 | Time: 2116.43 ms [2022-04-11 03:06:37 main:574] : INFO : Epoch 1831 | loss: 0.031224 | val_loss: 0.0312236 | Time: 2042.71 ms [2022-04-11 03:06:39 main:574] : INFO : Epoch 1832 | loss: 0.0312209 | val_loss: 0.031221 | Time: 2068.21 ms [2022-04-11 03:06:41 main:574] : INFO : Epoch 1833 | loss: 0.0312186 | val_loss: 0.0312191 | Time: 2011.25 ms [2022-04-11 03:06:43 main:574] : INFO : Epoch 1834 | loss: 0.0312169 | val_loss: 0.0312202 | Time: 2066.01 ms [2022-04-11 03:06:45 main:574] : INFO : Epoch 1835 | loss: 0.031217 | val_loss: 0.0312195 | Time: 2153.94 ms [2022-04-11 03:06:47 main:574] : INFO : Epoch 1836 | loss: 0.0312162 | val_loss: 0.0312175 | Time: 2041.41 ms [2022-04-11 03:06:49 main:574] : INFO : Epoch 1837 | loss: 0.0312157 | val_loss: 0.0312188 | Time: 2062.74 ms [2022-04-11 03:06:51 main:574] : INFO : Epoch 1838 | loss: 0.0312143 | val_loss: 0.0312165 | Time: 2096.89 ms [2022-04-11 03:06:53 main:574] : INFO : Epoch 1839 | loss: 0.0312158 | val_loss: 0.0312169 | Time: 2118.68 ms [2022-04-11 03:06:55 main:574] : INFO : Epoch 1840 | loss: 0.0312166 | val_loss: 0.0312166 | Time: 2142.34 ms [2022-04-11 03:06:57 main:574] : INFO : Epoch 1841 | loss: 0.031214 | val_loss: 0.0312175 | Time: 2057.41 ms [2022-04-11 03:06:59 main:574] : INFO : Epoch 1842 | loss: 0.0312134 | val_loss: 0.0312191 | Time: 2087.04 ms [2022-04-11 03:07:02 main:574] : INFO : Epoch 1843 | loss: 0.0312152 | val_loss: 0.0312179 | Time: 2094.5 ms [2022-04-11 03:07:04 main:574] : INFO : Epoch 1844 | loss: 0.0312134 | val_loss: 0.0312159 | Time: 2085.47 ms [2022-04-11 03:07:06 main:574] : INFO : Epoch 1845 | loss: 0.0312132 | val_loss: 0.0312151 | Time: 2108.46 ms [2022-04-11 03:07:08 main:574] : INFO : Epoch 1846 | loss: 0.0312136 | val_loss: 0.0312161 | Time: 2116.32 ms [2022-04-11 03:07:10 main:574] : INFO : Epoch 1847 | loss: 0.0312126 | val_loss: 0.0312157 | Time: 2008.64 ms [2022-04-11 03:07:12 main:574] : INFO : Epoch 1848 | loss: 0.0312121 | val_loss: 0.0312158 | Time: 2069.72 ms [2022-04-11 03:07:14 main:574] : INFO : Epoch 1849 | loss: 0.0312126 | val_loss: 0.0312156 | Time: 2371.32 ms [2022-04-11 03:07:16 main:574] : INFO : Epoch 1850 | loss: 0.031212 | val_loss: 0.0312179 | Time: 2038.15 ms [2022-04-11 03:07:19 main:574] : INFO : Epoch 1851 | loss: 0.0312179 | val_loss: 0.0312297 | Time: 2162.45 ms [2022-04-11 03:07:21 main:574] : INFO : Epoch 1852 | loss: 0.0312198 | val_loss: 0.0312249 | Time: 2021.53 ms [2022-04-11 03:07:23 main:574] : INFO : Epoch 1853 | loss: 0.0312184 | val_loss: 0.0312219 | Time: 2100.44 ms [2022-04-11 03:07:25 main:574] : INFO : Epoch 1854 | loss: 0.0312177 | val_loss: 0.0312292 | Time: 2060.16 ms [2022-04-11 03:07:27 main:574] : INFO : Epoch 1855 | loss: 0.0312151 | val_loss: 0.0312162 | Time: 2033.74 ms [2022-04-11 03:07:29 main:574] : INFO : Epoch 1856 | loss: 0.0312111 | val_loss: 0.031217 | Time: 2008.26 ms [2022-04-11 03:07:31 main:574] : INFO : Epoch 1857 | loss: 0.0312124 | val_loss: 0.0312184 | Time: 2120.92 ms [2022-04-11 03:07:33 main:574] : INFO : Epoch 1858 | loss: 0.0312107 | val_loss: 0.0312152 | Time: 2057.86 ms [2022-04-11 03:07:35 main:574] : INFO : Epoch 1859 | loss: 0.0312104 | val_loss: 0.0312155 | Time: 2112.06 ms [2022-04-11 03:07:37 main:574] : INFO : Epoch 1860 | loss: 0.0312099 | val_loss: 0.0312155 | Time: 1993.27 ms [2022-04-11 03:07:39 main:574] : INFO : Epoch 1861 | loss: 0.0312094 | val_loss: 0.0312151 | Time: 2095.31 ms [2022-04-11 03:07:41 main:574] : INFO : Epoch 1862 | loss: 0.0312097 | val_loss: 0.0312164 | Time: 2013.42 ms [2022-04-11 03:07:43 main:574] : INFO : Epoch 1863 | loss: 0.0312103 | val_loss: 0.0312153 | Time: 2091.86 ms [2022-04-11 03:07:45 main:574] : INFO : Epoch 1864 | loss: 0.0312098 | val_loss: 0.0312159 | Time: 2019.93 ms [2022-04-11 03:07:48 main:574] : INFO : Epoch 1865 | loss: 0.0312092 | val_loss: 0.0312158 | Time: 2129.05 ms [2022-04-11 03:07:50 main:574] : INFO : Epoch 1866 | loss: 0.0312092 | val_loss: 0.0312151 | Time: 2087.61 ms [2022-04-11 03:07:52 main:574] : INFO : Epoch 1867 | loss: 0.0312095 | val_loss: 0.0312181 | Time: 2162.41 ms [2022-04-11 03:07:54 main:574] : INFO : Epoch 1868 | loss: 0.0312105 | val_loss: 0.0312166 | Time: 2114.05 ms [2022-04-11 03:07:56 main:574] : INFO : Epoch 1869 | loss: 0.0312101 | val_loss: 0.0312175 | Time: 2089.66 ms [2022-04-11 03:07:58 main:574] : INFO : Epoch 1870 | loss: 0.0312097 | val_loss: 0.0312149 | Time: 2057.07 ms [2022-04-11 03:08:00 main:574] : INFO : Epoch 1871 | loss: 0.0312088 | val_loss: 0.0312149 | Time: 2121.8 ms [2022-04-11 03:08:02 main:574] : INFO : Epoch 1872 | loss: 0.0312081 | val_loss: 0.031216 | Time: 2029.17 ms [2022-04-11 03:08:04 main:574] : INFO : Epoch 1873 | loss: 0.031208 | val_loss: 0.0312143 | Time: 2044.88 ms [2022-04-11 03:08:06 main:574] : INFO : Epoch 1874 | loss: 0.0312075 | val_loss: 0.0312153 | Time: 2061.97 ms [2022-04-11 03:08:08 main:574] : INFO : Epoch 1875 | loss: 0.0312078 | val_loss: 0.0312158 | Time: 2145.86 ms [2022-04-11 03:08:10 main:574] : INFO : Epoch 1876 | loss: 0.0312081 | val_loss: 0.0312152 | Time: 2002.2 ms [2022-04-11 03:08:13 main:574] : INFO : Epoch 1877 | loss: 0.0312086 | val_loss: 0.0312149 | Time: 2144.08 ms [2022-04-11 03:08:15 main:574] : INFO : Epoch 1878 | loss: 0.031208 | val_loss: 0.0312172 | Time: 2136.87 ms [2022-04-11 03:08:17 main:574] : INFO : Epoch 1879 | loss: 0.0312098 | val_loss: 0.0312153 | Time: 2103.52 ms [2022-04-11 03:08:19 main:574] : INFO : Epoch 1880 | loss: 0.0312088 | val_loss: 0.0312167 | Time: 1998.42 ms [2022-04-11 03:08:21 main:574] : INFO : Epoch 1881 | loss: 0.0312089 | val_loss: 0.0312158 | Time: 2110.23 ms [2022-04-11 03:08:23 main:574] : INFO : Epoch 1882 | loss: 0.0312074 | val_loss: 0.0312164 | Time: 2056.23 ms [2022-04-11 03:08:25 main:574] : INFO : Epoch 1883 | loss: 0.0312073 | val_loss: 0.0312145 | Time: 2132.14 ms [2022-04-11 03:08:27 main:574] : INFO : Epoch 1884 | loss: 0.0312077 | val_loss: 0.0312167 | Time: 1983.82 ms [2022-04-11 03:08:29 main:574] : INFO : Epoch 1885 | loss: 0.0312083 | val_loss: 0.0312142 | Time: 2194.89 ms [2022-04-11 03:08:31 main:574] : INFO : Epoch 1886 | loss: 0.0312075 | val_loss: 0.0312171 | Time: 2100.32 ms [2022-04-11 03:08:34 main:574] : INFO : Epoch 1887 | loss: 0.031206 | val_loss: 0.0312147 | Time: 2134.45 ms [2022-04-11 03:08:36 main:574] : INFO : Epoch 1888 | loss: 0.0312056 | val_loss: 0.0312185 | Time: 2117.85 ms [2022-04-11 03:08:38 main:574] : INFO : Epoch 1889 | loss: 0.031207 | val_loss: 0.0312148 | Time: 2155.41 ms [2022-04-11 03:08:40 main:574] : INFO : Epoch 1890 | loss: 0.0312073 | val_loss: 0.031219 | Time: 2202.36 ms [2022-04-11 03:08:42 main:574] : INFO : Epoch 1891 | loss: 0.0312076 | val_loss: 0.0312163 | Time: 2153.02 ms [2022-04-11 03:08:44 main:574] : INFO : Epoch 1892 | loss: 0.0312064 | val_loss: 0.0312159 | Time: 2086.15 ms [2022-04-11 03:08:46 main:574] : INFO : Epoch 1893 | loss: 0.0312054 | val_loss: 0.031217 | Time: 2012.72 ms [2022-04-11 03:08:49 main:574] : INFO : Epoch 1894 | loss: 0.0312052 | val_loss: 0.031216 | Time: 2119.55 ms [2022-04-11 03:08:51 main:574] : INFO : Epoch 1895 | loss: 0.0312085 | val_loss: 0.031217 | Time: 2033.54 ms [2022-04-11 03:08:53 main:574] : INFO : Epoch 1896 | loss: 0.031207 | val_loss: 0.0312174 | Time: 2189.31 ms [2022-04-11 03:08:55 main:574] : INFO : Epoch 1897 | loss: 0.0312063 | val_loss: 0.0312178 | Time: 2060.82 ms [2022-04-11 03:08:57 main:574] : INFO : Epoch 1898 | loss: 0.0312078 | val_loss: 0.0312219 | Time: 2081.81 ms [2022-04-11 03:08:59 main:574] : INFO : Epoch 1899 | loss: 0.0312069 | val_loss: 0.0312193 | Time: 2127.68 ms [2022-04-11 03:09:01 main:574] : INFO : Epoch 1900 | loss: 0.0312049 | val_loss: 0.0312162 | Time: 2172.86 ms [2022-04-11 03:09:03 main:574] : INFO : Epoch 1901 | loss: 0.0312043 | val_loss: 0.0312158 | Time: 2118.22 ms [2022-04-11 03:09:05 main:574] : INFO : Epoch 1902 | loss: 0.0312058 | val_loss: 0.0312182 | Time: 2059.25 ms [2022-04-11 03:09:08 main:574] : INFO : Epoch 1903 | loss: 0.0312062 | val_loss: 0.0312223 | Time: 2176.38 ms [2022-04-11 03:09:10 main:574] : INFO : Epoch 1904 | loss: 0.0312084 | val_loss: 0.031216 | Time: 2153.45 ms [2022-04-11 03:09:12 main:574] : INFO : Epoch 1905 | loss: 0.0312075 | val_loss: 0.0312152 | Time: 2133.68 ms [2022-04-11 03:09:14 main:574] : INFO : Epoch 1906 | loss: 0.0312074 | val_loss: 0.0312155 | Time: 2124.2 ms [2022-04-11 03:09:16 main:574] : INFO : Epoch 1907 | loss: 0.031206 | val_loss: 0.0312191 | Time: 2064.56 ms [2022-04-11 03:09:18 main:574] : INFO : Epoch 1908 | loss: 0.0312049 | val_loss: 0.0312153 | Time: 2181.92 ms [2022-04-11 03:09:21 main:574] : INFO : Epoch 1909 | loss: 0.0312039 | val_loss: 0.0312185 | Time: 2453.14 ms [2022-04-11 03:09:23 main:574] : INFO : Epoch 1910 | loss: 0.0312044 | val_loss: 0.0312145 | Time: 2498.13 ms [2022-04-11 03:09:26 main:574] : INFO : Epoch 1911 | loss: 0.0312042 | val_loss: 0.0312173 | Time: 2448.58 ms [2022-04-11 03:09:28 main:574] : INFO : Epoch 1912 | loss: 0.0312046 | val_loss: 0.0312161 | Time: 2295.02 ms [2022-04-11 03:09:30 main:574] : INFO : Epoch 1913 | loss: 0.0312037 | val_loss: 0.0312143 | Time: 2219.45 ms [2022-04-11 03:09:32 main:574] : INFO : Epoch 1914 | loss: 0.0312046 | val_loss: 0.0312185 | Time: 2165.38 ms [2022-04-11 03:09:35 main:574] : INFO : Epoch 1915 | loss: 0.0312055 | val_loss: 0.0312138 | Time: 2238.8 ms [2022-04-11 03:09:37 main:574] : INFO : Epoch 1916 | loss: 0.0312049 | val_loss: 0.0312133 | Time: 2302.63 ms [2022-04-11 03:09:39 main:574] : INFO : Epoch 1917 | loss: 0.0312042 | val_loss: 0.031213 | Time: 2205.16 ms [2022-04-11 03:09:41 main:574] : INFO : Epoch 1918 | loss: 0.0312069 | val_loss: 0.0312151 | Time: 2062.4 ms [2022-04-11 03:09:43 main:574] : INFO : Epoch 1919 | loss: 0.0312045 | val_loss: 0.0312143 | Time: 2157.79 ms [2022-04-11 03:09:45 main:574] : INFO : Epoch 1920 | loss: 0.0312033 | val_loss: 0.0312163 | Time: 2092.17 ms [2022-04-11 03:09:48 main:574] : INFO : Epoch 1921 | loss: 0.0312032 | val_loss: 0.0312154 | Time: 2135.87 ms [2022-04-11 03:09:50 main:574] : INFO : Epoch 1922 | loss: 0.0312037 | val_loss: 0.0312181 | Time: 2153.52 ms [2022-04-11 03:09:52 main:574] : INFO : Epoch 1923 | loss: 0.0312019 | val_loss: 0.0312174 | Time: 2043.52 ms [2022-04-11 03:09:54 main:574] : INFO : Epoch 1924 | loss: 0.0312024 | val_loss: 0.0312161 | Time: 2148.56 ms [2022-04-11 03:09:56 main:574] : INFO : Epoch 1925 | loss: 0.0312048 | val_loss: 0.0312145 | Time: 2060.08 ms [2022-04-11 03:09:58 main:574] : INFO : Epoch 1926 | loss: 0.0312052 | val_loss: 0.0312127 | Time: 2005.98 ms [2022-04-11 03:10:00 main:574] : INFO : Epoch 1927 | loss: 0.031203 | val_loss: 0.0312196 | Time: 2092.61 ms [2022-04-11 03:10:02 main:574] : INFO : Epoch 1928 | loss: 0.0312029 | val_loss: 0.0312176 | Time: 2128.43 ms [2022-04-11 03:10:04 main:574] : INFO : Epoch 1929 | loss: 0.0312053 | val_loss: 0.0312225 | Time: 2108.45 ms [2022-04-11 03:10:07 main:574] : INFO : Epoch 1930 | loss: 0.0312111 | val_loss: 0.0312197 | Time: 2247.3 ms [2022-04-11 03:10:09 main:574] : INFO : Epoch 1931 | loss: 0.0312073 | val_loss: 0.0312159 | Time: 2075.48 ms [2022-04-11 03:10:11 main:574] : INFO : Epoch 1932 | loss: 0.0312072 | val_loss: 0.0312167 | Time: 2086.34 ms [2022-04-11 03:10:13 main:574] : INFO : Epoch 1933 | loss: 0.0312053 | val_loss: 0.0312205 | Time: 2073.56 ms [2022-04-11 03:10:15 main:574] : INFO : Epoch 1934 | loss: 0.0312036 | val_loss: 0.0312168 | Time: 2079.12 ms [2022-04-11 03:10:17 main:574] : INFO : Epoch 1935 | loss: 0.0312035 | val_loss: 0.0312172 | Time: 2133.88 ms [2022-04-11 03:10:19 main:574] : INFO : Epoch 1936 | loss: 0.0312021 | val_loss: 0.0312148 | Time: 2044.33 ms [2022-04-11 03:10:21 main:574] : INFO : Epoch 1937 | loss: 0.0312013 | val_loss: 0.0312181 | Time: 2158.48 ms [2022-04-11 03:10:23 main:574] : INFO : Epoch 1938 | loss: 0.0312015 | val_loss: 0.0312197 | Time: 2089.61 ms [2022-04-11 03:10:26 main:574] : INFO : Epoch 1939 | loss: 0.0312014 | val_loss: 0.0312138 | Time: 2252.74 ms [2022-04-11 03:10:28 main:574] : INFO : Epoch 1940 | loss: 0.0312014 | val_loss: 0.0312178 | Time: 2281.96 ms [2022-04-11 03:10:30 main:574] : INFO : Epoch 1941 | loss: 0.0312069 | val_loss: 0.0312154 | Time: 2135.16 ms [2022-04-11 03:10:32 main:574] : INFO : Epoch 1942 | loss: 0.0312054 | val_loss: 0.0312174 | Time: 2052.95 ms [2022-04-11 03:10:34 main:574] : INFO : Epoch 1943 | loss: 0.0312035 | val_loss: 0.0312155 | Time: 2137.27 ms [2022-04-11 03:10:36 main:574] : INFO : Epoch 1944 | loss: 0.0312021 | val_loss: 0.0312167 | Time: 2073.9 ms [2022-04-11 03:10:39 main:574] : INFO : Epoch 1945 | loss: 0.0312017 | val_loss: 0.0312153 | Time: 2144.13 ms [2022-04-11 03:10:41 main:574] : INFO : Epoch 1946 | loss: 0.0312019 | val_loss: 0.0312148 | Time: 2074.85 ms [2022-04-11 03:10:43 main:574] : INFO : Epoch 1947 | loss: 0.0312008 | val_loss: 0.0312161 | Time: 2052.32 ms [2022-04-11 03:10:45 main:574] : INFO : Epoch 1948 | loss: 0.0312025 | val_loss: 0.0312171 | Time: 2042.11 ms [2022-04-11 03:10:47 main:574] : INFO : Epoch 1949 | loss: 0.0312014 | val_loss: 0.0312164 | Time: 2132.58 ms [2022-04-11 03:10:49 main:574] : INFO : Epoch 1950 | loss: 0.0311999 | val_loss: 0.0312169 | Time: 2104.4 ms [2022-04-11 03:10:51 main:574] : INFO : Epoch 1951 | loss: 0.0312032 | val_loss: 0.0312168 | Time: 2114.34 ms [2022-04-11 03:10:53 main:574] : INFO : Epoch 1952 | loss: 0.0312002 | val_loss: 0.0312143 | Time: 2065.39 ms [2022-04-11 03:10:55 main:574] : INFO : Epoch 1953 | loss: 0.0312006 | val_loss: 0.0312168 | Time: 2076.01 ms [2022-04-11 03:10:57 main:574] : INFO : Epoch 1954 | loss: 0.0312018 | val_loss: 0.0312145 | Time: 2075.68 ms [2022-04-11 03:11:00 main:574] : INFO : Epoch 1955 | loss: 0.0312044 | val_loss: 0.0312138 | Time: 2173.65 ms [2022-04-11 03:11:02 main:574] : INFO : Epoch 1956 | loss: 0.031203 | val_loss: 0.0312176 | Time: 2034.45 ms [2022-04-11 03:11:04 main:574] : INFO : Epoch 1957 | loss: 0.0312038 | val_loss: 0.0312186 | Time: 2104.8 ms [2022-04-11 03:11:06 main:574] : INFO : Epoch 1958 | loss: 0.0312007 | val_loss: 0.0312156 | Time: 2046.88 ms [2022-04-11 03:11:08 main:574] : INFO : Epoch 1959 | loss: 0.0312001 | val_loss: 0.0312132 | Time: 2151.95 ms [2022-04-11 03:11:10 main:574] : INFO : Epoch 1960 | loss: 0.0311987 | val_loss: 0.0312152 | Time: 2090.2 ms [2022-04-11 03:11:12 main:574] : INFO : Epoch 1961 | loss: 0.0312012 | val_loss: 0.0312138 | Time: 2115.27 ms [2022-04-11 03:11:14 main:574] : INFO : Epoch 1962 | loss: 0.031202 | val_loss: 0.0312175 | Time: 2104.93 ms [2022-04-11 03:11:16 main:574] : INFO : Epoch 1963 | loss: 0.0312008 | val_loss: 0.0312142 | Time: 2146.76 ms [2022-04-11 03:11:18 main:574] : INFO : Epoch 1964 | loss: 0.0311986 | val_loss: 0.0312135 | Time: 2085.56 ms [2022-04-11 03:11:21 main:574] : INFO : Epoch 1965 | loss: 0.0312001 | val_loss: 0.0312136 | Time: 2145.39 ms [2022-04-11 03:11:23 main:574] : INFO : Epoch 1966 | loss: 0.0312007 | val_loss: 0.0312156 | Time: 2030.34 ms [2022-04-11 03:11:25 main:574] : INFO : Epoch 1967 | loss: 0.031202 | val_loss: 0.0312128 | Time: 2164.82 ms [2022-04-11 03:11:27 main:574] : INFO : Epoch 1968 | loss: 0.0312007 | val_loss: 0.0312134 | Time: 2107.69 ms [2022-04-11 03:11:29 main:574] : INFO : Epoch 1969 | loss: 0.0312001 | val_loss: 0.0312164 | Time: 2100.17 ms [2022-04-11 03:11:31 main:574] : INFO : Epoch 1970 | loss: 0.0311991 | val_loss: 0.0312154 | Time: 2021.85 ms [2022-04-11 03:11:33 main:574] : INFO : Epoch 1971 | loss: 0.0311982 | val_loss: 0.0312158 | Time: 2112.35 ms [2022-04-11 03:11:35 main:574] : INFO : Epoch 1972 | loss: 0.0311988 | val_loss: 0.0312132 | Time: 2085.93 ms [2022-04-11 03:11:37 main:574] : INFO : Epoch 1973 | loss: 0.0311982 | val_loss: 0.0312152 | Time: 2223.53 ms [2022-04-11 03:11:40 main:574] : INFO : Epoch 1974 | loss: 0.0311984 | val_loss: 0.0312155 | Time: 2065.33 ms [2022-04-11 03:11:42 main:574] : INFO : Epoch 1975 | loss: 0.0311978 | val_loss: 0.0312182 | Time: 2130.17 ms [2022-04-11 03:11:44 main:574] : INFO : Epoch 1976 | loss: 0.0312004 | val_loss: 0.0312129 | Time: 1976.91 ms [2022-04-11 03:11:46 main:574] : INFO : Epoch 1977 | loss: 0.0311988 | val_loss: 0.0312145 | Time: 2085.42 ms [2022-04-11 03:11:48 main:574] : INFO : Epoch 1978 | loss: 0.0311985 | val_loss: 0.0312125 | Time: 2032.8 ms [2022-04-11 03:11:50 main:574] : INFO : Epoch 1979 | loss: 0.0311982 | val_loss: 0.0312158 | Time: 2121.64 ms [2022-04-11 03:11:52 main:574] : INFO : Epoch 1980 | loss: 0.0311989 | val_loss: 0.0312158 | Time: 2058.46 ms [2022-04-11 03:11:54 main:574] : INFO : Epoch 1981 | loss: 0.031199 | val_loss: 0.0312159 | Time: 2128.55 ms [2022-04-11 03:11:56 main:574] : INFO : Epoch 1982 | loss: 0.0312003 | val_loss: 0.0312179 | Time: 2044.41 ms [2022-04-11 03:11:58 main:574] : INFO : Epoch 1983 | loss: 0.0312025 | val_loss: 0.0312198 | Time: 2145.09 ms [2022-04-11 03:12:00 main:574] : INFO : Epoch 1984 | loss: 0.0312088 | val_loss: 0.0312147 | Time: 2080.21 ms [2022-04-11 03:12:02 main:574] : INFO : Epoch 1985 | loss: 0.0312023 | val_loss: 0.031212 | Time: 2068.01 ms [2022-04-11 03:12:05 main:574] : INFO : Epoch 1986 | loss: 0.0312006 | val_loss: 0.031214 | Time: 2065.17 ms [2022-04-11 03:12:07 main:574] : INFO : Epoch 1987 | loss: 0.0311999 | val_loss: 0.031214 | Time: 2125.86 ms [2022-04-11 03:12:09 main:574] : INFO : Epoch 1988 | loss: 0.0311985 | val_loss: 0.0312126 | Time: 2067.26 ms [2022-04-11 03:12:11 main:574] : INFO : Epoch 1989 | loss: 0.0311989 | val_loss: 0.0312181 | Time: 2132.53 ms [2022-04-11 03:12:13 main:574] : INFO : Epoch 1990 | loss: 0.0312015 | val_loss: 0.0312109 | Time: 2130.29 ms [2022-04-11 03:12:15 main:574] : INFO : Epoch 1991 | loss: 0.0311997 | val_loss: 0.0312139 | Time: 2098.2 ms [2022-04-11 03:12:17 main:574] : INFO : Epoch 1992 | loss: 0.0311985 | val_loss: 0.0312131 | Time: 2075.54 ms [2022-04-11 03:12:19 main:574] : INFO : Epoch 1993 | loss: 0.0311978 | val_loss: 0.0312163 | Time: 2078.43 ms [2022-04-11 03:12:21 main:574] : INFO : Epoch 1994 | loss: 0.0311966 | val_loss: 0.0312125 | Time: 2082.34 ms [2022-04-11 03:12:24 main:574] : INFO : Epoch 1995 | loss: 0.0311974 | val_loss: 0.0312138 | Time: 2128.02 ms [2022-04-11 03:12:26 main:574] : INFO : Epoch 1996 | loss: 0.0311966 | val_loss: 0.0312121 | Time: 2061.02 ms [2022-04-11 03:12:28 main:574] : INFO : Epoch 1997 | loss: 0.0311962 | val_loss: 0.0312134 | Time: 2165.71 ms [2022-04-11 03:12:30 main:574] : INFO : Epoch 1998 | loss: 0.0311966 | val_loss: 0.0312123 | Time: 2059.71 ms [2022-04-11 03:12:32 main:574] : INFO : Epoch 1999 | loss: 0.0311992 | val_loss: 0.0312118 | Time: 2136.44 ms [2022-04-11 03:12:34 main:574] : INFO : Epoch 2000 | loss: 0.0312045 | val_loss: 0.0312209 | Time: 2040.15 ms [2022-04-11 03:12:36 main:574] : INFO : Epoch 2001 | loss: 0.0312115 | val_loss: 0.0312197 | Time: 2121.34 ms [2022-04-11 03:12:38 main:574] : INFO : Epoch 2002 | loss: 0.0313424 | val_loss: 0.0323031 | Time: 2089.61 ms [2022-04-11 03:12:40 main:574] : INFO : Epoch 2003 | loss: 0.034621 | val_loss: 0.0318133 | Time: 2063.92 ms [2022-04-11 03:12:42 main:574] : INFO : Epoch 2004 | loss: 0.0315626 | val_loss: 0.0313087 | Time: 2070.81 ms [2022-04-11 03:12:45 main:574] : INFO : Epoch 2005 | loss: 0.0312876 | val_loss: 0.0312681 | Time: 2216.81 ms [2022-04-11 03:12:47 main:574] : INFO : Epoch 2006 | loss: 0.0312542 | val_loss: 0.0312482 | Time: 1989.48 ms [2022-04-11 03:12:49 main:574] : INFO : Epoch 2007 | loss: 0.0312461 | val_loss: 0.0312435 | Time: 1962.66 ms [2022-04-11 03:12:50 main:574] : INFO : Epoch 2008 | loss: 0.0312433 | val_loss: 0.0312406 | Time: 1935.73 ms [2022-04-11 03:12:52 main:574] : INFO : Epoch 2009 | loss: 0.0312397 | val_loss: 0.0312376 | Time: 1942.58 ms [2022-04-11 03:12:54 main:574] : INFO : Epoch 2010 | loss: 0.0312377 | val_loss: 0.0312354 | Time: 1983.71 ms [2022-04-11 03:12:56 main:574] : INFO : Epoch 2011 | loss: 0.0312357 | val_loss: 0.0312342 | Time: 1952.97 ms [2022-04-11 03:12:58 main:574] : INFO : Epoch 2012 | loss: 0.0312338 | val_loss: 0.0312321 | Time: 2032.33 ms [2022-04-11 03:13:00 main:574] : INFO : Epoch 2013 | loss: 0.0312327 | val_loss: 0.0312298 | Time: 1989.28 ms [2022-04-11 03:13:02 main:574] : INFO : Epoch 2014 | loss: 0.0312291 | val_loss: 0.0312282 | Time: 1979.98 ms [2022-04-11 03:13:04 main:574] : INFO : Epoch 2015 | loss: 0.0312274 | val_loss: 0.0312277 | Time: 1959.7 ms [2022-04-11 03:13:06 main:574] : INFO : Epoch 2016 | loss: 0.0312266 | val_loss: 0.0312252 | Time: 1981.84 ms [2022-04-11 03:13:08 main:574] : INFO : Epoch 2017 | loss: 0.0312277 | val_loss: 0.0312279 | Time: 1924.43 ms [2022-04-11 03:13:10 main:574] : INFO : Epoch 2018 | loss: 0.0312262 | val_loss: 0.0312289 | Time: 1969.77 ms [2022-04-11 03:13:12 main:574] : INFO : Epoch 2019 | loss: 0.0312296 | val_loss: 0.0312352 | Time: 1950.67 ms [2022-04-11 03:13:14 main:574] : INFO : Epoch 2020 | loss: 0.0312276 | val_loss: 0.0312245 | Time: 1993.95 ms [2022-04-11 03:13:16 main:574] : INFO : Epoch 2021 | loss: 0.0312258 | val_loss: 0.0312254 | Time: 2031.92 ms [2022-04-11 03:13:18 main:574] : INFO : Epoch 2022 | loss: 0.0312255 | val_loss: 0.0312236 | Time: 1980.62 ms [2022-04-11 03:13:20 main:574] : INFO : Epoch 2023 | loss: 0.0312251 | val_loss: 0.0312251 | Time: 1990.47 ms [2022-04-11 03:13:22 main:574] : INFO : Epoch 2024 | loss: 0.0312254 | val_loss: 0.0312265 | Time: 1944.32 ms [2022-04-11 03:13:24 main:574] : INFO : Epoch 2025 | loss: 0.0312239 | val_loss: 0.0312217 | Time: 1994.53 ms [2022-04-11 03:13:26 main:574] : INFO : Epoch 2026 | loss: 0.0312231 | val_loss: 0.0312218 | Time: 2000.24 ms [2022-04-11 03:13:28 main:574] : INFO : Epoch 2027 | loss: 0.031223 | val_loss: 0.031221 | Time: 1980.93 ms [2022-04-11 03:13:30 main:574] : INFO : Epoch 2028 | loss: 0.0312228 | val_loss: 0.0312201 | Time: 1978.32 ms [2022-04-11 03:13:32 main:574] : INFO : Epoch 2029 | loss: 0.0312215 | val_loss: 0.0312203 | Time: 2012.17 ms [2022-04-11 03:13:34 main:574] : INFO : Epoch 2030 | loss: 0.0312215 | val_loss: 0.0312186 | Time: 1964.31 ms [2022-04-11 03:13:36 main:574] : INFO : Epoch 2031 | loss: 0.0312222 | val_loss: 0.0312187 | Time: 1991.5 ms [2022-04-11 03:13:38 main:574] : INFO : Epoch 2032 | loss: 0.0312204 | val_loss: 0.0312185 | Time: 1998.81 ms [2022-04-11 03:13:40 main:574] : INFO : Epoch 2033 | loss: 0.0312212 | val_loss: 0.0312176 | Time: 1953.83 ms [2022-04-11 03:13:42 main:574] : INFO : Epoch 2034 | loss: 0.0312204 | val_loss: 0.0312168 | Time: 2015.44 ms [2022-04-11 03:13:44 main:574] : INFO : Epoch 2035 | loss: 0.0312191 | val_loss: 0.031216 | Time: 1974.02 ms [2022-04-11 03:13:46 main:574] : INFO : Epoch 2036 | loss: 0.0312188 | val_loss: 0.031216 | Time: 1964.4 ms [2022-04-11 03:13:48 main:574] : INFO : Epoch 2037 | loss: 0.031218 | val_loss: 0.0312156 | Time: 1973.48 ms [2022-04-11 03:13:50 main:574] : INFO : Epoch 2038 | loss: 0.0312186 | val_loss: 0.0312153 | Time: 1975.65 ms [2022-04-11 03:13:52 main:574] : INFO : Epoch 2039 | loss: 0.0312175 | val_loss: 0.0312151 | Time: 1992.21 ms [2022-04-11 03:13:54 main:574] : INFO : Epoch 2040 | loss: 0.0312179 | val_loss: 0.0312158 | Time: 1923.41 ms [2022-04-11 03:13:56 main:574] : INFO : Epoch 2041 | loss: 0.0312189 | val_loss: 0.0312171 | Time: 1933.06 ms [2022-04-11 03:13:58 main:574] : INFO : Epoch 2042 | loss: 0.0312181 | val_loss: 0.031218 | Time: 1903.1 ms [2022-04-11 03:14:00 main:574] : INFO : Epoch 2043 | loss: 0.0312174 | val_loss: 0.0312148 | Time: 1931.97 ms [2022-04-11 03:14:02 main:574] : INFO : Epoch 2044 | loss: 0.031218 | val_loss: 0.0312145 | Time: 1898.24 ms [2022-04-11 03:14:04 main:574] : INFO : Epoch 2045 | loss: 0.0312171 | val_loss: 0.031214 | Time: 1961.31 ms [2022-04-11 03:14:06 main:574] : INFO : Epoch 2046 | loss: 0.0312165 | val_loss: 0.0312157 | Time: 1907.82 ms [2022-04-11 03:14:07 main:574] : INFO : Epoch 2047 | loss: 0.0312163 | val_loss: 0.0312136 | Time: 1903.09 ms [2022-04-11 03:14:09 main:574] : INFO : Epoch 2048 | loss: 0.0312157 | val_loss: 0.0312136 | Time: 1922.26 ms [2022-04-11 03:14:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312136 [2022-04-11 03:14:09 main:603] : INFO : Saving end state to config to file [2022-04-11 03:14:09 main:608] : INFO : Success, exiting.. 03:14:09 (14760): 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)