Task 12955972
| Name | ParityModified-1647041837-31614-0_0 |
| Workunit | 10088281 |
| Created | 11 Mar 2022, 23:37:21 UTC |
| Sent | 14 Mar 2022, 6:01:18 UTC |
| Report deadline | 22 Mar 2022, 6:01:18 UTC |
| Received | 15 Mar 2022, 11:13:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 13 min 1 sec |
| CPU time | 3 hours 10 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.76 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2 main:574] : INFO : Epoch 1542 | loss: 0.0311026 | val_loss: 0.0312032 | Time: 5712.53 ms [2022-03-15 03:10:47 main:574] : INFO : Epoch 1543 | loss: 0.031103 | val_loss: 0.0312039 | Time: 5701.04 ms [2022-03-15 03:10:53 main:574] : INFO : Epoch 1544 | loss: 0.0311023 | val_loss: 0.0312124 | Time: 5887.3 ms [2022-03-15 03:10:59 main:574] : INFO : Epoch 1545 | loss: 0.0311135 | val_loss: 0.0312157 | Time: 5709.53 ms [2022-03-15 03:11:05 main:574] : INFO : Epoch 1546 | loss: 0.0311041 | val_loss: 0.0312089 | Time: 6006.2 ms [2022-03-15 03:11:11 main:574] : INFO : Epoch 1547 | loss: 0.0311027 | val_loss: 0.0311999 | Time: 6118.36 ms [2022-03-15 03:11:17 main:574] : INFO : Epoch 1548 | loss: 0.031105 | val_loss: 0.0312122 | Time: 5706.72 ms [2022-03-15 03:11:23 main:574] : INFO : Epoch 1549 | loss: 0.0311068 | val_loss: 0.0311962 | Time: 5845.02 ms [2022-03-15 03:11:28 main:574] : INFO : Epoch 1550 | loss: 0.0311015 | val_loss: 0.0311938 | Time: 5700.24 ms [2022-03-15 03:11:34 main:574] : INFO : Epoch 1551 | loss: 0.0311032 | val_loss: 0.0311879 | Time: 5478.49 ms [2022-03-15 03:11:40 main:574] : INFO : Epoch 1552 | loss: 0.0311025 | val_loss: 0.0312089 | Time: 5988.64 ms [2022-03-15 03:11:46 main:574] : INFO : Epoch 1553 | loss: 0.0311006 | val_loss: 0.0312239 | Time: 5750.85 ms [2022-03-15 03:11:52 main:574] : INFO : Epoch 1554 | loss: 0.0311038 | val_loss: 0.0312074 | Time: 6050.23 ms [2022-03-15 03:11:58 main:574] : INFO : Epoch 1555 | loss: 0.0311006 | val_loss: 0.0312141 | Time: 6674.76 ms [2022-03-15 03:12:05 main:574] : INFO : Epoch 1556 | loss: 0.0310999 | val_loss: 0.0312169 | Time: 6450.3 ms [2022-03-15 03:12:11 main:574] : INFO : Epoch 1557 | loss: 0.031104 | val_loss: 0.0312057 | Time: 5787.42 ms [2022-03-15 03:12:17 main:574] : INFO : Epoch 1558 | loss: 0.0311006 | val_loss: 0.0312036 | Time: 6152.81 ms [2022-03-15 03:12:23 main:574] : INFO : Epoch 1559 | loss: 0.0311042 | val_loss: 0.0312031 | Time: 5921.57 ms [2022-03-15 03:12:29 main:574] : INFO : Epoch 1560 | loss: 0.0310942 | val_loss: 0.0312155 | Time: 6270.47 ms [2022-03-15 03:12:35 main:574] : INFO : Epoch 1561 | loss: 0.0310953 | val_loss: 0.0311975 | Time: 5985.54 ms [2022-03-15 03:12:41 main:574] : INFO : Epoch 1562 | loss: 0.0310955 | val_loss: 0.0312054 | Time: 6239.21 ms [2022-03-15 03:12:47 main:574] : INFO : Epoch 1563 | loss: 0.031097 | val_loss: 0.0312095 | Time: 5901.31 ms [2022-03-15 03:12:53 main:574] : INFO : Epoch 1564 | loss: 0.0311367 | val_loss: 0.0311894 | Time: 6088.34 ms [2022-03-15 03:12:59 main:574] : INFO : Epoch 1565 | loss: 0.0311205 | val_loss: 0.0311965 | Time: 5831.31 ms [2022-03-15 03:13:05 main:574] : INFO : Epoch 1566 | loss: 0.0311102 | val_loss: 0.0311998 | Time: 5868.55 ms [2022-03-15 03:13:11 main:574] : INFO : Epoch 1567 | loss: 0.0311036 | val_loss: 0.0312035 | Time: 6000.55 ms [2022-03-15 03:13:17 main:574] : INFO : Epoch 1568 | loss: 0.0311002 | val_loss: 0.0312104 | Time: 6426.08 ms [2022-03-15 03:13:23 main:574] : INFO : Epoch 1569 | loss: 0.0310985 | val_loss: 0.0312241 | Time: 6125.1 ms [2022-03-15 03:13:30 main:574] : INFO : Epoch 1570 | loss: 0.0310962 | val_loss: 0.0312174 | Time: 6550.71 ms [2022-03-15 03:13:37 main:574] : INFO : Epoch 1571 | loss: 0.0310953 | val_loss: 0.0312065 | Time: 6632.48 ms [2022-03-15 03:13:43 main:574] : INFO : Epoch 1572 | loss: 0.031099 | val_loss: 0.0312068 | Time: 6542.24 ms [2022-03-15 03:13:50 main:574] : INFO : Epoch 1573 | loss: 0.0311022 | val_loss: 0.0311958 | Time: 6812.09 ms [2022-03-15 03:13:57 main:574] : INFO : Epoch 1574 | loss: 0.031097 | val_loss: 0.0311931 | Time: 6543.87 ms [2022-03-15 03:14:03 main:574] : INFO : Epoch 1575 | loss: 0.0311011 | val_loss: 0.0311974 | Time: 6156.95 ms [2022-03-15 03:14:09 main:574] : INFO : Epoch 1576 | loss: 0.0310993 | val_loss: 0.0312169 | Time: 6546.07 ms [2022-03-15 03:14:16 main:574] : INFO : Epoch 1577 | loss: 0.0310992 | val_loss: 0.0312186 | Time: 6612.23 ms [2022-03-15 03:14:22 main:574] : INFO : Epoch 1578 | loss: 0.0311058 | val_loss: 0.0312278 | Time: 6238.66 ms [2022-03-15 03:14:28 main:574] : INFO : Epoch 1579 | loss: 0.0311095 | val_loss: 0.0312022 | Time: 5950.56 ms [2022-03-15 03:14:34 main:574] : INFO : Epoch 1580 | loss: 0.031107 | val_loss: 0.0312233 | Time: 6100.48 ms [2022-03-15 03:14:40 main:574] : INFO : Epoch 1581 | loss: 0.0311001 | val_loss: 0.0311892 | Time: 5838.05 ms [2022-03-15 03:14:46 main:574] : INFO : Epoch 1582 | loss: 0.0311023 | val_loss: 0.0312004 | Time: 6226.15 ms [2022-03-15 03:14:53 main:574] : INFO : Epoch 1583 | loss: 0.0310964 | val_loss: 0.0312029 | Time: 6330.48 ms [2022-03-15 03:14:59 main:574] : INFO : Epoch 1584 | loss: 0.0310935 | val_loss: 0.0312132 | Time: 5899.03 ms [2022-03-15 03:15:05 main:574] : INFO : Epoch 1585 | loss: 0.0310917 | val_loss: 0.0312018 | Time: 6597.03 ms [2022-03-15 03:15:11 main:574] : INFO : Epoch 1586 | loss: 0.0310947 | val_loss: 0.0312009 | Time: 5990.94 ms [2022-03-15 03:15:17 main:574] : INFO : Epoch 1587 | loss: 0.0310982 | val_loss: 0.03122 | Time: 6118.99 ms [2022-03-15 03:15:23 main:574] : INFO : Epoch 1588 | loss: 0.031097 | val_loss: 0.0312094 | Time: 6143.6 ms [2022-03-15 03:15:30 main:574] : INFO : Epoch 1589 | loss: 0.0310958 | val_loss: 0.031218 | Time: 6133.9 ms [2022-03-15 03:15:36 main:574] : INFO : Epoch 1590 | loss: 0.0310938 | val_loss: 0.0312 | Time: 6139.35 ms [2022-03-15 03:15:42 main:574] : INFO : Epoch 1591 | loss: 0.031098 | val_loss: 0.0312039 | Time: 5923.93 ms [2022-03-15 03:15:48 main:574] : INFO : Epoch 1592 | loss: 0.0310953 | val_loss: 0.0311983 | Time: 5952.84 ms [2022-03-15 03:15:53 main:574] : INFO : Epoch 1593 | loss: 0.0310974 | val_loss: 0.0312136 | Time: 5625.09 ms [2022-03-15 03:15:59 main:574] : INFO : Epoch 1594 | loss: 0.0310972 | val_loss: 0.0311991 | Time: 5755.09 ms [2022-03-15 03:16:04 main:574] : INFO : Epoch 1595 | loss: 0.0310976 | val_loss: 0.0312132 | Time: 5497.46 ms [2022-03-15 03:16:11 main:574] : INFO : Epoch 1596 | loss: 0.0310981 | val_loss: 0.0312202 | Time: 6094.63 ms [2022-03-15 03:16:17 main:574] : INFO : Epoch 1597 | loss: 0.0310971 | val_loss: 0.0311932 | Time: 6173.15 ms [2022-03-15 03:16:23 main:574] : INFO : Epoch 1598 | loss: 0.0310962 | val_loss: 0.0312065 | Time: 6021.12 ms [2022-03-15 03:16:29 main:574] : INFO : Epoch 1599 | loss: 0.0310985 | val_loss: 0.0312115 | Time: 5964.93 ms [2022-03-15 03:16:35 main:574] : INFO : Epoch 1600 | loss: 0.0310968 | val_loss: 0.0312183 | Time: 6584.93 ms [2022-03-15 03:16:41 main:574] : INFO : Epoch 1601 | loss: 0.0310974 | val_loss: 0.0312216 | Time: 5990.44 ms [2022-03-15 03:16:47 main:574] : INFO : Epoch 1602 | loss: 0.0310949 | val_loss: 0.0312275 | Time: 6083.31 ms [2022-03-15 03:16:54 main:574] : INFO : Epoch 1603 | loss: 0.0311072 | val_loss: 0.031199 | Time: 6428.07 ms [2022-03-15 03:17:00 main:574] : INFO : Epoch 1604 | loss: 0.0311015 | val_loss: 0.0312136 | Time: 5657.79 ms [2022-03-15 03:17:05 main:574] : INFO : Epoch 1605 | loss: 0.031094 | val_loss: 0.0312037 | Time: 5617.09 ms [2022-03-15 03:17:11 main:574] : INFO : Epoch 1606 | loss: 0.0310933 | val_loss: 0.0312444 | Time: 5997.1 ms [2022-03-15 03:17:18 main:574] : INFO : Epoch 1607 | loss: 0.0310937 | val_loss: 0.0312035 | Time: 6533.22 ms [2022-03-15 03:17:24 main:574] : INFO : Epoch 1608 | loss: 0.0310959 | val_loss: 0.0311987 | Time: 5819.93 ms [2022-03-15 03:17:30 main:574] : INFO : Epoch 1609 | loss: 0.0310967 | val_loss: 0.0311937 | Time: 6087.47 ms [2022-03-15 03:17:35 main:574] : INFO : Epoch 1610 | loss: 0.0310957 | val_loss: 0.0312235 | Time: 5682.59 ms [2022-03-15 03:17:41 main:574] : INFO : Epoch 1611 | loss: 0.0310924 | val_loss: 0.0311993 | Time: 5531.07 ms [2022-03-15 03:17:47 main:574] : INFO : Epoch 1612 | loss: 0.0310968 | val_loss: 0.0311994 | Time: 6550.86 ms [2022-03-15 03:17:53 main:574] : INFO : Epoch 1613 | loss: 0.0311019 | val_loss: 0.031194 | Time: 6074.63 ms [2022-03-15 03:18:00 main:574] : INFO : Epoch 1614 | loss: 0.0310981 | val_loss: 0.0312154 | Time: 6019.45 ms [2022-03-15 03:18:05 main:574] : INFO : Epoch 1615 | loss: 0.0311008 | val_loss: 0.0312207 | Time: 5810.6 ms [2022-03-15 03:18:12 main:574] : INFO : Epoch 1616 | loss: 0.0310983 | val_loss: 0.0312052 | Time: 6384.24 ms [2022-03-15 03:18:18 main:574] : INFO : Epoch 1617 | loss: 0.0310949 | val_loss: 0.031192 | Time: 5898.05 ms [2022-03-15 03:18:23 main:574] : INFO : Epoch 1618 | loss: 0.0310937 | val_loss: 0.0312134 | Time: 5818.93 ms [2022-03-15 03:18:29 main:574] : INFO : Epoch 1619 | loss: 0.0310892 | val_loss: 0.0312258 | Time: 5608.87 ms [2022-03-15 03:18:35 main:574] : INFO : Epoch 1620 | loss: 0.0310944 | val_loss: 0.0311951 | Time: 5578.33 ms [2022-03-15 03:18:40 main:574] : INFO : Epoch 1621 | loss: 0.0311012 | val_loss: 0.031195 | Time: 5732.35 ms [2022-03-15 03:18:46 main:574] : INFO : Epoch 1622 | loss: 0.0311009 | val_loss: 0.0312086 | Time: 5703.21 ms [2022-03-15 03:18:52 main:574] : INFO : Epoch 1623 | loss: 0.0310934 | val_loss: 0.0312004 | Time: 5692.5 ms [2022-03-15 03:18:57 main:574] : INFO : Epoch 1624 | loss: 0.0311012 | val_loss: 0.0312042 | Time: 5692.12 ms [2022-03-15 03:19:03 main:574] : INFO : Epoch 1625 | loss: 0.0311005 | val_loss: 0.0312182 | Time: 5737.28 ms [2022-03-15 03:19:09 main:574] : INFO : Epoch 1626 | loss: 0.0310976 | val_loss: 0.031208 | Time: 6201.91 ms [2022-03-15 03:19:15 main:574] : INFO : Epoch 1627 | loss: 0.0311034 | val_loss: 0.0312082 | Time: 5401.43 ms [2022-03-15 03:19:21 main:574] : INFO : Epoch 1628 | loss: 0.031095 | val_loss: 0.0312015 | Time: 5924.81 ms [2022-03-15 03:19:27 main:574] : INFO : Epoch 1629 | loss: 0.0311003 | val_loss: 0.0312273 | Time: 5699.89 ms [2022-03-15 03:19:33 main:574] : INFO : Epoch 1630 | loss: 0.0310969 | val_loss: 0.0312056 | Time: 6392.38 ms [2022-03-15 03:19:39 main:574] : INFO : Epoch 1631 | loss: 0.0310937 | val_loss: 0.0312153 | Time: 5684.82 ms [2022-03-15 03:19:44 main:574] : INFO : Epoch 1632 | loss: 0.0310917 | val_loss: 0.0312058 | Time: 5727.29 ms [2022-03-15 03:19:50 main:574] : INFO : Epoch 1633 | loss: 0.0310902 | val_loss: 0.0312114 | Time: 5585.75 ms [2022-03-15 03:19:55 main:574] : INFO : Epoch 1634 | loss: 0.0310901 | val_loss: 0.0312165 | Time: 5479.91 ms [2022-03-15 03:20:01 main:574] : INFO : Epoch 1635 | loss: 0.0310948 | val_loss: 0.0311951 | Time: 5739.23 ms [2022-03-15 03:20:07 main:574] : INFO : Epoch 1636 | loss: 0.0310977 | val_loss: 0.0312062 | Time: 6135.46 ms [2022-03-15 03:20:13 main:574] : INFO : Epoch 1637 | loss: 0.0310917 | val_loss: 0.0312243 | Time: 5752.84 ms [2022-03-15 03:20:19 main:574] : INFO : Epoch 1638 | loss: 0.0310887 | val_loss: 0.0312114 | Time: 5777.75 ms [2022-03-15 03:20:24 main:574] : INFO : Epoch 1639 | loss: 0.0311142 | val_loss: 0.0311902 | Time: 5612.07 ms [2022-03-15 03:20:30 main:574] : INFO : Epoch 1640 | loss: 0.0311139 | val_loss: 0.0312226 | Time: 5778.92 ms [2022-03-15 03:20:36 main:574] : INFO : Epoch 1641 | loss: 0.0311047 | val_loss: 0.0311905 | Time: 5947.01 ms [2022-03-15 03:20:42 main:574] : INFO : Epoch 1642 | loss: 0.0311018 | val_loss: 0.0311985 | Time: 5937.26 ms [2022-03-15 03:20:48 main:574] : INFO : Epoch 1643 | loss: 0.0310992 | val_loss: 0.0311922 | Time: 5988.03 ms [2022-03-15 03:20:54 main:574] : INFO : Epoch 1644 | loss: 0.0311001 | val_loss: 0.0312106 | Time: 6216.01 ms [2022-03-15 03:21:00 main:574] : INFO : Epoch 1645 | loss: 0.0310934 | val_loss: 0.0312136 | Time: 5874 ms [2022-03-15 03:21:07 main:574] : INFO : Epoch 1646 | loss: 0.0310947 | val_loss: 0.0312186 | Time: 6284.2 ms [2022-03-15 03:21:12 main:574] : INFO : Epoch 1647 | loss: 0.0310901 | val_loss: 0.0311988 | Time: 5967.4 ms [2022-03-15 03:21:19 main:574] : INFO : Epoch 1648 | loss: 0.0310897 | val_loss: 0.0312021 | Time: 6296.55 ms [2022-03-15 03:21:25 main:574] : INFO : Epoch 1649 | loss: 0.0310917 | val_loss: 0.0312033 | Time: 5939.81 ms [2022-03-15 03:21:31 main:574] : INFO : Epoch 1650 | loss: 0.0310924 | val_loss: 0.0312246 | Time: 6390.66 ms [2022-03-15 03:21:37 main:574] : INFO : Epoch 1651 | loss: 0.0310994 | val_loss: 0.0312162 | Time: 6117.38 ms [2022-03-15 03:21:43 main:574] : INFO : Epoch 1652 | loss: 0.0311038 | val_loss: 0.0312213 | Time: 6068.97 ms [2022-03-15 03:21:49 main:574] : INFO : Epoch 1653 | loss: 0.0310976 | val_loss: 0.0312141 | Time: 5550.45 ms [2022-03-15 03:21:55 main:574] : INFO : Epoch 1654 | loss: 0.0310951 | val_loss: 0.0312028 | Time: 6373.01 ms [2022-03-15 03:22:01 main:574] : INFO : Epoch 1655 | loss: 0.0311069 | val_loss: 0.0311902 | Time: 5608.58 ms [2022-03-15 03:22:07 main:574] : INFO : Epoch 1656 | loss: 0.0310974 | val_loss: 0.0312013 | Time: 6071.39 ms [2022-03-15 03:22:13 main:574] : INFO : Epoch 1657 | loss: 0.0310896 | val_loss: 0.0312079 | Time: 5737.19 ms [2022-03-15 03:22:18 main:574] : INFO : Epoch 1658 | loss: 0.0310937 | val_loss: 0.0312026 | Time: 5740.42 ms [2022-03-15 03:22:24 main:574] : INFO : Epoch 1659 | loss: 0.0310969 | val_loss: 0.0312102 | Time: 6005.07 ms [2022-03-15 03:22:31 main:574] : INFO : Epoch 1660 | loss: 0.031092 | val_loss: 0.0312173 | Time: 6069.1 ms [2022-03-15 03:22:37 main:574] : INFO : Epoch 1661 | loss: 0.0310912 | val_loss: 0.0312324 | Time: 6140.8 ms [2022-03-15 03:22:42 main:574] : INFO : Epoch 1662 | loss: 0.0311367 | val_loss: 0.0311744 | Time: 5535.04 ms [2022-03-15 03:22:48 main:574] : INFO : Epoch 1663 | loss: 0.0311424 | val_loss: 0.0311753 | Time: 5891.65 ms [2022-03-15 03:22:55 main:574] : INFO : Epoch 1664 | loss: 0.0311311 | val_loss: 0.0311893 | Time: 6693.27 ms [2022-03-15 03:23:01 main:574] : INFO : Epoch 1665 | loss: 0.0311185 | val_loss: 0.0312016 | Time: 6077.16 ms [2022-03-15 03:23:07 main:574] : INFO : Epoch 1666 | loss: 0.0311117 | val_loss: 0.0312152 | Time: 5872.96 ms [2022-03-15 03:23:12 main:574] : INFO : Epoch 1667 | loss: 0.0311027 | val_loss: 0.031216 | Time: 5691.73 ms [2022-03-15 03:23:18 main:574] : INFO : Epoch 1668 | loss: 0.0310956 | val_loss: 0.0312132 | Time: 5843.92 ms [2022-03-15 03:23:25 main:574] : INFO : Epoch 1669 | loss: 0.0310962 | val_loss: 0.0312104 | Time: 6353.18 ms [2022-03-15 03:23:31 main:574] : INFO : Epoch 1670 | loss: 0.0310945 | val_loss: 0.0312166 | Time: 6104.64 ms [2022-03-15 03:23:37 main:574] : INFO : Epoch 1671 | loss: 0.0310912 | val_loss: 0.0312038 | Time: 5727.11 ms [2022-03-15 03:23:43 main:574] : INFO : Epoch 1672 | loss: 0.0310912 | val_loss: 0.0312059 | Time: 6683.45 ms [2022-03-15 03:23:50 main:574] : INFO : Epoch 1673 | loss: 0.0310884 | val_loss: 0.0312343 | Time: 6292.03 ms [2022-03-15 03:23:56 main:574] : INFO : Epoch 1674 | loss: 0.0310863 | val_loss: 0.0312331 | Time: 6744.57 ms [2022-03-15 03:24:03 main:574] : INFO : Epoch 1675 | loss: 0.0310928 | val_loss: 0.031231 | Time: 6428.1 ms [2022-03-15 03:24:09 main:574] : INFO : Epoch 1676 | loss: 0.0310953 | val_loss: 0.0312237 | Time: 6439.58 ms [2022-03-15 03:24:15 main:574] : INFO : Epoch 1677 | loss: 0.0310952 | val_loss: 0.0312006 | Time: 5955.51 ms [2022-03-15 03:24:22 main:574] : INFO : Epoch 1678 | loss: 0.0310946 | val_loss: 0.0312148 | Time: 6639.84 ms [2022-03-15 03:24:28 main:574] : INFO : Epoch 1679 | loss: 0.0311021 | val_loss: 0.0311908 | Time: 6532.4 ms [2022-03-15 03:24:34 main:574] : INFO : Epoch 1680 | loss: 0.0311307 | val_loss: 0.0311803 | Time: 5950.8 ms [2022-03-15 03:24:41 main:574] : INFO : Epoch 1681 | loss: 0.0311307 | val_loss: 0.031197 | Time: 6444.36 ms [2022-03-15 03:24:47 main:574] : INFO : Epoch 1682 | loss: 0.0311116 | val_loss: 0.0312046 | Time: 6389.48 ms [2022-03-15 03:24:54 main:574] : INFO : Epoch 1683 | loss: 0.0311002 | val_loss: 0.0312134 | Time: 6479.39 ms [2022-03-15 03:24:59 main:574] : INFO : Epoch 1684 | loss: 0.0310923 | val_loss: 0.0312258 | Time: 5832.71 ms [2022-03-15 03:25:06 main:574] : INFO : Epoch 1685 | loss: 0.0310909 | val_loss: 0.0312105 | Time: 6262.31 ms [2022-03-15 03:25:12 main:574] : INFO : Epoch 1686 | loss: 0.031089 | val_loss: 0.031209 | Time: 5938.57 ms [2022-03-15 03:25:18 main:574] : INFO : Epoch 1687 | loss: 0.0310881 | val_loss: 0.0312123 | Time: 6171.71 ms [2022-03-15 03:25:24 main:574] : INFO : Epoch 1688 | loss: 0.0310894 | val_loss: 0.0312194 | Time: 5994.51 ms [2022-03-15 03:25:30 main:574] : INFO : Epoch 1689 | loss: 0.0310904 | val_loss: 0.0312104 | Time: 5941.92 ms [2022-03-15 03:25:36 main:574] : INFO : Epoch 1690 | loss: 0.0310861 | val_loss: 0.0312206 | Time: 5818.55 ms [2022-03-15 03:25:41 main:574] : INFO : Epoch 1691 | loss: 0.0310889 | val_loss: 0.031207 | Time: 5663.46 ms [2022-03-15 03:25:48 main:574] : INFO : Epoch 1692 | loss: 0.0310953 | val_loss: 0.0312137 | Time: 6274.02 ms [2022-03-15 03:25:53 main:574] : INFO : Epoch 1693 | loss: 0.0310913 | val_loss: 0.0312366 | Time: 5839.62 ms [2022-03-15 03:25:59 main:574] : INFO : Epoch 1694 | loss: 0.0310912 | val_loss: 0.0312231 | Time: 5633.22 ms [2022-03-15 03:26:05 main:574] : INFO : Epoch 1695 | loss: 0.0310891 | val_loss: 0.0312121 | Time: 6274.26 ms [2022-03-15 03:26:11 main:574] : INFO : Epoch 1696 | loss: 0.031089 | val_loss: 0.0312239 | Time: 5809.48 ms [2022-03-15 03:26:18 main:574] : INFO : Epoch 1697 | loss: 0.0310873 | val_loss: 0.0312108 | Time: 6438.47 ms [2022-03-15 03:26:23 main:574] : INFO : Epoch 1698 | loss: 0.0310835 | val_loss: 0.0312269 | Time: 5655.2 ms [2022-03-15 03:26:29 main:574] : INFO : Epoch 1699 | loss: 0.0310876 | val_loss: 0.0312235 | Time: 5991.71 ms [2022-03-15 03:26:35 main:574] : INFO : Epoch 1700 | loss: 0.0310961 | val_loss: 0.0311913 | Time: 5773.94 ms [2022-03-15 03:26:41 main:574] : INFO : Epoch 1701 | loss: 0.0310998 | val_loss: 0.0312112 | Time: 6001.95 ms [2022-03-15 03:26:47 main:574] : INFO : Epoch 1702 | loss: 0.0310943 | val_loss: 0.0312094 | Time: 6320.96 ms [2022-03-15 03:26:53 main:574] : INFO : Epoch 1703 | loss: 0.0310907 | val_loss: 0.0311901 | Time: 6011.73 ms [2022-03-15 03:26:59 main:574] : INFO : Epoch 1704 | loss: 0.0311036 | val_loss: 0.0312316 | Time: 5962.77 ms [2022-03-15 03:27:05 main:574] : INFO : Epoch 1705 | loss: 0.036636 | val_loss: 0.0336339 | Time: 5450.87 ms [2022-03-15 03:27:11 main:574] : INFO : Epoch 1706 | loss: 0.146257 | val_loss: 0.0396431 | Time: 6054.58 ms [2022-03-15 03:27:17 main:574] : INFO : Epoch 1707 | loss: 0.0579424 | val_loss: 0.0362783 | Time: 6348.99 ms [2022-03-15 03:27:23 main:574] : INFO : Epoch 1708 | loss: 0.0345239 | val_loss: 0.0330602 | Time: 5960.46 ms [2022-03-15 03:27:29 main:574] : INFO : Epoch 1709 | loss: 0.0318049 | val_loss: 0.0315449 | Time: 5916.1 ms [2022-03-15 03:27:35 main:574] : INFO : Epoch 1710 | loss: 0.0313857 | val_loss: 0.0313119 | Time: 6023.16 ms [2022-03-15 03:27:41 main:574] : INFO : Epoch 1711 | loss: 0.0313078 | val_loss: 0.031299 | Time: 5737.31 ms [2022-03-15 03:27:47 main:574] : INFO : Epoch 1712 | loss: 0.031291 | val_loss: 0.0312914 | Time: 6233.83 ms [2022-03-15 03:27:53 main:574] : INFO : Epoch 1713 | loss: 0.0312848 | val_loss: 0.031286 | Time: 6112.85 ms [2022-03-15 03:28:00 main:574] : INFO : Epoch 1714 | loss: 0.0312809 | val_loss: 0.0312824 | Time: 6389.44 ms [2022-03-15 03:28:06 main:574] : INFO : Epoch 1715 | loss: 0.0312777 | val_loss: 0.0312793 | Time: 6165.19 ms [2022-03-15 03:28:12 main:574] : INFO : Epoch 1716 | loss: 0.0312749 | val_loss: 0.0312766 | Time: 6308.19 ms [2022-03-15 03:28:18 main:574] : INFO : Epoch 1717 | loss: 0.0312726 | val_loss: 0.0312743 | Time: 5694.28 ms [2022-03-15 03:28:24 main:574] : INFO : Epoch 1718 | loss: 0.0312706 | val_loss: 0.0312722 | Time: 6224.14 ms [2022-03-15 03:28:30 main:574] : INFO : Epoch 1719 | loss: 0.0312688 | val_loss: 0.0312704 | Time: 5664.51 ms [2022-03-15 03:28:35 main:574] : INFO : Epoch 1720 | loss: 0.0312673 | val_loss: 0.0312688 | Time: 5532.1 ms [2022-03-15 03:28:41 main:574] : INFO : Epoch 1721 | loss: 0.0312658 | val_loss: 0.0312674 | Time: 5889.81 ms [2022-03-15 03:28:48 main:574] : INFO : Epoch 1722 | loss: 0.0312647 | val_loss: 0.0312661 | Time: 6539.48 ms [2022-03-15 03:28:54 main:574] : INFO : Epoch 1723 | loss: 0.0312636 | val_loss: 0.031265 | Time: 6012.76 ms [2022-03-15 03:29:00 main:574] : INFO : Epoch 1724 | loss: 0.0312626 | val_loss: 0.0312639 | Time: 6075.53 ms [2022-03-15 03:29:06 main:574] : INFO : Epoch 1725 | loss: 0.0312617 | val_loss: 0.0312629 | Time: 5970.03 ms [2022-03-15 03:29:11 main:574] : INFO : Epoch 1726 | loss: 0.0312609 | val_loss: 0.0312622 | Time: 5474.29 ms [2022-03-15 03:29:17 main:574] : INFO : Epoch 1727 | loss: 0.0312602 | val_loss: 0.0312613 | Time: 5750.9 ms [2022-03-15 03:29:23 main:574] : INFO : Epoch 1728 | loss: 0.0312596 | val_loss: 0.0312607 | Time: 5960.93 ms [2022-03-15 03:29:29 main:574] : INFO : Epoch 1729 | loss: 0.031259 | val_loss: 0.0312601 | Time: 5818.07 ms [2022-03-15 03:29:34 main:574] : INFO : Epoch 1730 | loss: 0.0312586 | val_loss: 0.0312594 | Time: 5466.97 ms [2022-03-15 03:29:40 main:574] : INFO : Epoch 1731 | loss: 0.0312579 | val_loss: 0.0312588 | Time: 5414.42 ms [2022-03-15 03:29:45 main:574] : INFO : Epoch 1732 | loss: 0.0312576 | val_loss: 0.0312584 | Time: 5381.79 ms [2022-03-15 03:29:51 main:574] : INFO : Epoch 1733 | loss: 0.0312571 | val_loss: 0.0312578 | Time: 5417.74 ms [2022-03-15 03:29:56 main:574] : INFO : Epoch 1734 | loss: 0.0312567 | val_loss: 0.0312575 | Time: 5382.63 ms [2022-03-15 03:30:02 main:574] : INFO : Epoch 1735 | loss: 0.0312564 | val_loss: 0.0312571 | Time: 5614.3 ms [2022-03-15 03:30:07 main:574] : INFO : Epoch 1736 | loss: 0.031256 | val_loss: 0.0312567 | Time: 5743.18 ms [2022-03-15 03:30:13 main:574] : INFO : Epoch 1737 | loss: 0.0312557 | val_loss: 0.0312563 | Time: 6084.29 ms [2022-03-15 03:30:19 main:574] : INFO : Epoch 1738 | loss: 0.0312556 | val_loss: 0.0312563 | Time: 5646.62 ms [2022-03-15 03:30:24 main:574] : INFO : Epoch 1739 | loss: 0.0312554 | val_loss: 0.0312559 | Time: 5344.83 ms [2022-03-15 03:30:30 main:574] : INFO : Epoch 1740 | loss: 0.031255 | val_loss: 0.0312555 | Time: 5394.32 ms [2022-03-15 03:30:36 main:574] : INFO : Epoch 1741 | loss: 0.0312549 | val_loss: 0.0312552 | Time: 5887.23 ms [2022-03-15 03:30:42 main:574] : INFO : Epoch 1742 | loss: 0.0312546 | val_loss: 0.031255 | Time: 6347.63 ms [2022-03-15 03:30:48 main:574] : INFO : Epoch 1743 | loss: 0.0312543 | val_loss: 0.0312547 | Time: 5938.24 ms [2022-03-15 03:30:54 main:574] : INFO : Epoch 1744 | loss: 0.0312541 | val_loss: 0.0312545 | Time: 6324.29 ms [2022-03-15 03:31:00 main:574] : INFO : Epoch 1745 | loss: 0.031254 | val_loss: 0.0312544 | Time: 5612.46 ms [2022-03-15 03:31:06 main:574] : INFO : Epoch 1746 | loss: 0.0312538 | val_loss: 0.0312543 | Time: 5709.2 ms [2022-03-15 03:31:12 main:574] : INFO : Epoch 1747 | loss: 0.0312538 | val_loss: 0.0312541 | Time: 5929.59 ms [2022-03-15 03:31:18 main:574] : INFO : Epoch 1748 | loss: 0.0312535 | val_loss: 0.0312539 | Time: 5873.38 ms [2022-03-15 03:31:24 main:574] : INFO : Epoch 1749 | loss: 0.0312534 | val_loss: 0.0312537 | Time: 5890.38 ms [2022-03-15 03:31:30 main:574] : INFO : Epoch 1750 | loss: 0.0312532 | val_loss: 0.0312535 | Time: 5647.31 ms [2022-03-15 03:31:36 main:574] : INFO : Epoch 1751 | loss: 0.0312532 | val_loss: 0.0312535 | Time: 6202.86 ms [2022-03-15 03:31:42 main:574] : INFO : Epoch 1752 | loss: 0.0312531 | val_loss: 0.0312536 | Time: 5839.43 ms [2022-03-15 03:31:48 main:574] : INFO : Epoch 1753 | loss: 0.0312531 | val_loss: 0.0312532 | Time: 6237.85 ms [2022-03-15 03:31:54 main:574] : INFO : Epoch 1754 | loss: 0.0312529 | val_loss: 0.031253 | Time: 5914.86 ms [2022-03-15 03:31:59 main:574] : INFO : Epoch 1755 | loss: 0.0312526 | val_loss: 0.031253 | Time: 5561.37 ms [2022-03-15 03:32:05 main:574] : INFO : Epoch 1756 | loss: 0.0312527 | val_loss: 0.0312528 | Time: 5866.65 ms [2022-03-15 03:32:11 main:574] : INFO : Epoch 1757 | loss: 0.0312524 | val_loss: 0.0312527 | Time: 6263.96 ms [2022-03-15 03:32:18 main:574] : INFO : Epoch 1758 | loss: 0.0312524 | val_loss: 0.0312526 | Time: 6069.56 ms [2022-03-15 03:32:23 main:574] : INFO : Epoch 1759 | loss: 0.0312523 | val_loss: 0.0312526 | Time: 5570.43 ms [2022-03-15 03:32:29 main:574] : INFO : Epoch 1760 | loss: 0.0312522 | val_loss: 0.0312524 | Time: 6133.62 ms [2022-03-15 03:32:35 main:574] : INFO : Epoch 1761 | loss: 0.0312521 | val_loss: 0.0312524 | Time: 5614.45 ms [2022-03-15 03:32:41 main:574] : INFO : Epoch 1762 | loss: 0.0312521 | val_loss: 0.0312523 | Time: 5854.93 ms [2022-03-15 03:32:46 main:574] : INFO : Epoch 1763 | loss: 0.031252 | val_loss: 0.0312522 | Time: 5427.83 ms [2022-03-15 03:32:52 main:574] : INFO : Epoch 1764 | loss: 0.0312519 | val_loss: 0.0312521 | Time: 5751.96 ms [2022-03-15 03:32:58 main:574] : INFO : Epoch 1765 | loss: 0.0312518 | val_loss: 0.031252 | Time: 5727.76 ms [2022-03-15 03:33:03 main:574] : INFO : Epoch 1766 | loss: 0.031252 | val_loss: 0.0312519 | Time: 5509.71 ms [2022-03-15 03:33:09 main:574] : INFO : Epoch 1767 | loss: 0.0312517 | val_loss: 0.0312521 | Time: 5469.24 ms [2022-03-15 03:33:14 main:574] : INFO : Epoch 1768 | loss: 0.0312519 | val_loss: 0.0312522 | Time: 5369.94 ms [2022-03-15 03:33:20 main:574] : INFO : Epoch 1769 | loss: 0.0312517 | val_loss: 0.0312518 | Time: 5627.14 ms [2022-03-15 03:33:26 main:574] : INFO : Epoch 1770 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 6006.3 ms [2022-03-15 03:33:32 main:574] : INFO : Epoch 1771 | loss: 0.0312517 | val_loss: 0.0312517 | Time: 5763.67 ms [2022-03-15 03:33:37 main:574] : INFO : Epoch 1772 | loss: 0.0312515 | val_loss: 0.0312519 | Time: 5368.97 ms [2022-03-15 03:33:43 main:574] : INFO : Epoch 1773 | loss: 0.0312515 | val_loss: 0.0312518 | Time: 5766.87 ms [2022-03-15 03:33:49 main:574] : INFO : Epoch 1774 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 5937.13 ms [2022-03-15 03:33:54 main:574] : INFO : Epoch 1775 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 5736.56 ms [2022-03-15 03:34:00 main:574] : INFO : Epoch 1776 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 5549.43 ms [2022-03-15 03:34:06 main:574] : INFO : Epoch 1777 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 6099.38 ms [2022-03-15 03:34:12 main:574] : INFO : Epoch 1778 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 6076.96 ms [2022-03-15 03:34:18 main:574] : INFO : Epoch 1779 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 5677.28 ms [2022-03-15 03:34:24 main:574] : INFO : Epoch 1780 | loss: 0.031251 | val_loss: 0.0312513 | Time: 5953.3 ms [2022-03-15 03:34:29 main:574] : INFO : Epoch 1781 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 5541.5 ms [2022-03-15 03:34:35 main:574] : INFO : Epoch 1782 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 5410.44 ms [2022-03-15 03:34:40 main:574] : INFO : Epoch 1783 | loss: 0.031251 | val_loss: 0.0312511 | Time: 5461.91 ms [2022-03-15 03:34:46 main:574] : INFO : Epoch 1784 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 5493.08 ms [2022-03-15 03:34:51 main:574] : INFO : Epoch 1785 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 5499.03 ms [2022-03-15 03:34:57 main:574] : INFO : Epoch 1786 | loss: 0.0312508 | val_loss: 0.031251 | Time: 5519.58 ms [2022-03-15 03:35:03 main:574] : INFO : Epoch 1787 | loss: 0.0312509 | val_loss: 0.031251 | Time: 5970.25 ms [2022-03-15 03:35:09 main:574] : INFO : Epoch 1788 | loss: 0.0312508 | val_loss: 0.031251 | Time: 6271.78 ms [2022-03-15 03:35:15 main:574] : INFO : Epoch 1789 | loss: 0.0312507 | val_loss: 0.031251 | Time: 6142.24 ms [2022-03-15 03:35:21 main:574] : INFO : Epoch 1790 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 5624.69 ms [2022-03-15 03:35:27 main:574] : INFO : Epoch 1791 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 5993.63 ms [2022-03-15 03:35:33 main:574] : INFO : Epoch 1792 | loss: 0.0312508 | val_loss: 0.031251 | Time: 6152.27 ms [2022-03-15 03:35:39 main:574] : INFO : Epoch 1793 | loss: 0.0312506 | val_loss: 0.031251 | Time: 6011.48 ms [2022-03-15 03:35:45 main:574] : INFO : Epoch 1794 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 6025.74 ms [2022-03-15 03:35:51 main:574] : INFO : Epoch 1795 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 6218.67 ms [2022-03-15 03:35:57 main:574] : INFO : Epoch 1796 | loss: 0.0312507 | val_loss: 0.031251 | Time: 5958.07 ms [2022-03-15 03:36:03 main:574] : INFO : Epoch 1797 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 5635.22 ms [2022-03-15 03:36:09 main:574] : INFO : Epoch 1798 | loss: 0.0312505 | val_loss: 0.031251 | Time: 6060.16 ms [2022-03-15 03:36:14 main:574] : INFO : Epoch 1799 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 5602.62 ms [2022-03-15 03:36:20 main:574] : INFO : Epoch 1800 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 5463.12 ms [2022-03-15 03:36:26 main:574] : INFO : Epoch 1801 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 6043.49 ms [2022-03-15 03:36:32 main:574] : INFO : Epoch 1802 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 5810.07 ms [2022-03-15 03:36:37 main:574] : INFO : Epoch 1803 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 5665.17 ms [2022-03-15 03:36:43 main:574] : INFO : Epoch 1804 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 5940.72 ms [2022-03-15 03:36:49 main:574] : INFO : Epoch 1805 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 5762.65 ms [2022-03-15 03:36:55 main:574] : INFO : Epoch 1806 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 6030.37 ms [2022-03-15 03:37:01 main:574] : INFO : Epoch 1807 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 5855.44 ms [2022-03-15 03:37:07 main:574] : INFO : Epoch 1808 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 5464.76 ms [2022-03-15 03:37:13 main:574] : INFO : Epoch 1809 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 6140.45 ms [2022-03-15 03:37:19 main:574] : INFO : Epoch 1810 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 5908.26 ms [2022-03-15 03:37:24 main:574] : INFO : Epoch 1811 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 5601.47 ms [2022-03-15 03:37:30 main:574] : INFO : Epoch 1812 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 6017.13 ms [2022-03-15 03:37:36 main:574] : INFO : Epoch 1813 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 6029.83 ms [2022-03-15 03:37:42 main:574] : INFO : Epoch 1814 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 5954.1 ms [2022-03-15 03:37:49 main:574] : INFO : Epoch 1815 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 6616.68 ms [2022-03-15 03:37:56 main:574] : INFO : Epoch 1816 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 6711.48 ms [2022-03-15 03:38:02 main:574] : INFO : Epoch 1817 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 5982.46 ms [2022-03-15 03:38:07 main:574] : INFO : Epoch 1818 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 5791.04 ms [2022-03-15 03:38:14 main:574] : INFO : Epoch 1819 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 6170.23 ms [2022-03-15 03:38:20 main:574] : INFO : Epoch 1820 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 6038.56 ms [2022-03-15 03:38:25 main:574] : INFO : Epoch 1821 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5823.66 ms [2022-03-15 03:38:31 main:574] : INFO : Epoch 1822 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 5689.96 ms [2022-03-15 03:38:37 main:574] : INFO : Epoch 1823 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 5818.04 ms [2022-03-15 03:38:43 main:574] : INFO : Epoch 1824 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 6132.94 ms [2022-03-15 03:38:49 main:574] : INFO : Epoch 1825 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 6137.34 ms [2022-03-15 03:38:55 main:574] : INFO : Epoch 1826 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5597.34 ms [2022-03-15 03:39:01 main:574] : INFO : Epoch 1827 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5816.97 ms [2022-03-15 03:39:06 main:574] : INFO : Epoch 1828 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5551.9 ms [2022-03-15 03:39:12 main:574] : INFO : Epoch 1829 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 5365.23 ms [2022-03-15 03:39:17 main:574] : INFO : Epoch 1830 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5616.6 ms [2022-03-15 03:39:23 main:574] : INFO : Epoch 1831 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 5363.05 ms [2022-03-15 03:39:28 main:574] : INFO : Epoch 1832 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5609.56 ms [2022-03-15 03:39:34 main:574] : INFO : Epoch 1833 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5343.01 ms [2022-03-15 03:39:39 main:574] : INFO : Epoch 1834 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5632.18 ms [2022-03-15 03:39:45 main:574] : INFO : Epoch 1835 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 5847.27 ms [2022-03-15 03:39:51 main:574] : INFO : Epoch 1836 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 6129.09 ms [2022-03-15 03:39:57 main:574] : INFO : Epoch 1837 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 5657.64 ms [2022-03-15 03:40:03 main:574] : INFO : Epoch 1838 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 6004.33 ms [2022-03-15 03:40:09 main:574] : INFO : Epoch 1839 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 6062.59 ms [2022-03-15 03:40:15 main:574] : INFO : Epoch 1840 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 6005.92 ms [2022-03-15 03:40:21 main:574] : INFO : Epoch 1841 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 5913.88 ms [2022-03-15 03:40:27 main:574] : INFO : Epoch 1842 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 5765.46 ms [2022-03-15 03:40:32 main:574] : INFO : Epoch 1843 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 5613.97 ms [2022-03-15 03:40:38 main:574] : INFO : Epoch 1844 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 5921.04 ms [2022-03-15 03:40:44 main:574] : INFO : Epoch 1845 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 6037.45 ms [2022-03-15 03:40:50 main:574] : INFO : Epoch 1846 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5826.16 ms [2022-03-15 03:40:56 main:574] : INFO : Epoch 1847 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 5937.04 ms [2022-03-15 03:41:02 main:574] : INFO : Epoch 1848 | loss: 0.0312502 | val_loss: 0.031251 | Time: 5735.55 ms [2022-03-15 03:41:08 main:574] : INFO : Epoch 1849 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 6567 ms [2022-03-15 03:41:15 main:574] : INFO : Epoch 1850 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 6330.16 ms [2022-03-15 03:41:21 main:574] : INFO : Epoch 1851 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 5871.61 ms [2022-03-15 03:41:27 main:574] : INFO : Epoch 1852 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 6692.06 ms [2022-03-15 03:41:33 main:574] : INFO : Epoch 1853 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 5904.56 ms [2022-03-15 03:41:40 main:574] : INFO : Epoch 1854 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 6519.24 ms [2022-03-15 03:41:45 main:574] : INFO : Epoch 1855 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5716.05 ms [2022-03-15 03:41:52 main:574] : INFO : Epoch 1856 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 6474.62 ms [2022-03-15 03:41:58 main:574] : INFO : Epoch 1857 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 6123.76 ms [2022-03-15 03:42:04 main:574] : INFO : Epoch 1858 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 6186.95 ms [2022-03-15 03:42:10 main:574] : INFO : Epoch 1859 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5956.96 ms [2022-03-15 03:42:16 main:574] : INFO : Epoch 1860 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 5910.47 ms [2022-03-15 03:42:22 main:574] : INFO : Epoch 1861 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 5951.57 ms [2022-03-15 03:42:28 main:574] : INFO : Epoch 1862 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 5760.47 ms [2022-03-15 03:42:34 main:574] : INFO : Epoch 1863 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 5811.07 ms [2022-03-15 03:42:40 main:574] : INFO : Epoch 1864 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 6071.97 ms [2022-03-15 03:42:46 main:574] : INFO : Epoch 1865 | loss: 0.03125 | val_loss: 0.0312505 | Time: 5723.44 ms [2022-03-15 03:42:52 main:574] : INFO : Epoch 1866 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 6523.78 ms [2022-03-15 03:42:58 main:574] : INFO : Epoch 1867 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 6247.19 ms [2022-03-15 03:43:04 main:574] : INFO : Epoch 1868 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 5632.45 ms [2022-03-15 03:43:10 main:574] : INFO : Epoch 1869 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 6115.52 ms [2022-03-15 03:43:15 main:574] : INFO : Epoch 1870 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 5349.98 ms [2022-03-15 03:43:22 main:574] : INFO : Epoch 1871 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 6011.68 ms [2022-03-15 03:43:28 main:574] : INFO : Epoch 1872 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 6210.29 ms [2022-03-15 03:43:33 main:574] : INFO : Epoch 1873 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 5512.43 ms [2022-03-15 03:43:39 main:574] : INFO : Epoch 1874 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 5347.9 ms [2022-03-15 03:43:44 main:574] : INFO : Epoch 1875 | loss: 0.03125 | val_loss: 0.0312506 | Time: 5457.2 ms [2022-03-15 03:43:50 main:574] : INFO : Epoch 1876 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 5734.33 ms [2022-03-15 03:43:56 main:574] : INFO : Epoch 1877 | loss: 0.03125 | val_loss: 0.0312504 | Time: 6184.09 ms [2022-03-15 03:44:02 main:574] : INFO : Epoch 1878 | loss: 0.03125 | val_loss: 0.0312502 | Time: 5850.6 ms [2022-03-15 03:44:07 main:574] : INFO : Epoch 1879 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 5539.87 ms [2022-03-15 03:44:14 main:574] : INFO : Epoch 1880 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 6165.6 ms [2022-03-15 03:44:19 main:574] : INFO : Epoch 1881 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5782.69 ms [2022-03-15 03:44:25 main:574] : INFO : Epoch 1882 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 5805.88 ms [2022-03-15 03:44:31 main:574] : INFO : Epoch 1883 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 5541.79 ms [2022-03-15 03:44:36 main:574] : INFO : Epoch 1884 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 5744.44 ms [2022-03-15 03:44:43 main:574] : INFO : Epoch 1885 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 6219.92 ms [2022-03-15 03:44:48 main:574] : INFO : Epoch 1886 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 5574.23 ms [2022-03-15 03:44:54 main:574] : INFO : Epoch 1887 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5464.22 ms [2022-03-15 03:45:00 main:574] : INFO : Epoch 1888 | loss: 0.03125 | val_loss: 0.0312503 | Time: 6354.18 ms [2022-03-15 03:45:06 main:574] : INFO : Epoch 1889 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 5812.14 ms [2022-03-15 03:45:12 main:574] : INFO : Epoch 1890 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 5827.62 ms [2022-03-15 03:45:17 main:574] : INFO : Epoch 1891 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5678.2 ms [2022-03-15 03:45:23 main:574] : INFO : Epoch 1892 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 5798.81 ms [2022-03-15 03:45:29 main:574] : INFO : Epoch 1893 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 5671.59 ms [2022-03-15 03:45:35 main:574] : INFO : Epoch 1894 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 5884.19 ms [2022-03-15 03:45:41 main:574] : INFO : Epoch 1895 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 5920.3 ms [2022-03-15 03:45:47 main:574] : INFO : Epoch 1896 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 5894.91 ms [2022-03-15 03:45:52 main:574] : INFO : Epoch 1897 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 5617.53 ms [2022-03-15 03:45:58 main:574] : INFO : Epoch 1898 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 5671.78 ms [2022-03-15 03:46:04 main:574] : INFO : Epoch 1899 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5587.23 ms [2022-03-15 03:46:10 main:574] : INFO : Epoch 1900 | loss: 0.03125 | val_loss: 0.0312503 | Time: 5973.69 ms [2022-03-15 03:46:15 main:574] : INFO : Epoch 1901 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 5697.54 ms [2022-03-15 03:46:22 main:574] : INFO : Epoch 1902 | loss: 0.03125 | val_loss: 0.0312505 | Time: 6256.48 ms [2022-03-15 03:46:27 main:574] : INFO : Epoch 1903 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 5676.58 ms [2022-03-15 03:46:33 main:574] : INFO : Epoch 1904 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 6151.08 ms [2022-03-15 03:46:40 main:574] : INFO : Epoch 1905 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 6655.54 ms [2022-03-15 03:46:46 main:574] : INFO : Epoch 1906 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 5870.11 ms [2022-03-15 03:46:52 main:574] : INFO : Epoch 1907 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 6519.5 ms [2022-03-15 03:46:58 main:574] : INFO : Epoch 1908 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 5893.65 ms [2022-03-15 03:47:04 main:574] : INFO : Epoch 1909 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 5989.21 ms [2022-03-15 03:47:10 main:574] : INFO : Epoch 1910 | loss: 0.0312503 | val_loss: 0.031251 | Time: 6094.31 ms [2022-03-15 03:47:16 main:574] : INFO : Epoch 1911 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 5800.97 ms [2022-03-15 03:47:23 main:574] : INFO : Epoch 1912 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 6614.3 ms [2022-03-15 03:47:29 main:574] : INFO : Epoch 1913 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 6035.25 ms [2022-03-15 03:47:35 main:574] : INFO : Epoch 1914 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 5553.64 ms [2022-03-15 03:47:40 main:574] : INFO : Epoch 1915 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 5854.05 ms [2022-03-15 03:47:46 main:574] : INFO : Epoch 1916 | loss: 0.0312501 | val_loss: 0.031251 | Time: 5811.83 ms [2022-03-15 03:47:52 main:574] : INFO : Epoch 1917 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 5542.9 ms [2022-03-15 03:47:57 main:574] : INFO : Epoch 1918 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 5518.04 ms [2022-03-15 03:48:03 main:574] : INFO : Epoch 1919 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 5533.22 ms [2022-03-15 03:48:09 main:574] : INFO : Epoch 1920 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 6241.35 ms [2022-03-15 03:48:15 main:574] : INFO : Epoch 1921 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 6413.58 ms [2022-03-15 03:48:21 main:574] : INFO : Epoch 1922 | loss: 0.03125 | val_loss: 0.0312503 | Time: 5443.81 ms [2022-03-15 03:48:26 main:574] : INFO : Epoch 1923 | loss: 0.03125 | val_loss: 0.0312506 | Time: 5334.57 ms [2022-03-15 03:48:32 main:574] : INFO : Epoch 1924 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5347.51 ms [2022-03-15 03:48:37 main:574] : INFO : Epoch 1925 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 5336.38 ms [2022-03-15 03:48:43 main:574] : INFO : Epoch 1926 | loss: 0.0312503 | val_loss: 0.0312529 | Time: 5548.65 ms [2022-03-15 03:48:48 main:574] : INFO : Epoch 1927 | loss: 0.0312508 | val_loss: 0.031251 | Time: 5619.62 ms [2022-03-15 03:48:54 main:574] : INFO : Epoch 1928 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 5599.12 ms [2022-03-15 03:49:00 main:574] : INFO : Epoch 1929 | loss: 0.0312513 | val_loss: 0.0312529 | Time: 5755.91 ms [2022-03-15 03:49:05 main:574] : INFO : Epoch 1930 | loss: 0.0312522 | val_loss: 0.0312515 | Time: 5327.83 ms [2022-03-15 03:49:10 main:574] : INFO : Epoch 1931 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 5317.7 ms [2022-03-15 03:49:16 main:574] : INFO : Epoch 1932 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 6209.76 ms [2022-03-15 03:49:23 main:574] : INFO : Epoch 1933 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 6451.01 ms [2022-03-15 03:49:29 main:574] : INFO : Epoch 1934 | loss: 0.0312502 | val_loss: 0.031251 | Time: 5788.26 ms [2022-03-15 03:49:34 main:574] : INFO : Epoch 1935 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 5805.38 ms [2022-03-15 03:49:40 main:574] : INFO : Epoch 1936 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 5995.01 ms [2022-03-15 03:49:46 main:574] : INFO : Epoch 1937 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 5307.23 ms [2022-03-15 03:49:51 main:574] : INFO : Epoch 1938 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5325 ms [2022-03-15 03:49:57 main:574] : INFO : Epoch 1939 | loss: 0.03125 | val_loss: 0.0312503 | Time: 5508.02 ms [2022-03-15 03:50:02 main:574] : INFO : Epoch 1940 | loss: 0.03125 | val_loss: 0.0312502 | Time: 5486.7 ms [2022-03-15 03:50:08 main:574] : INFO : Epoch 1941 | loss: 0.03125 | val_loss: 0.0312503 | Time: 5550.71 ms [2022-03-15 03:50:13 main:574] : INFO : Epoch 1942 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 5679.98 ms [2022-03-15 03:50:19 main:574] : INFO : Epoch 1943 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5532 ms [2022-03-15 03:50:24 main:574] : INFO : Epoch 1944 | loss: 0.03125 | val_loss: 0.0312504 | Time: 5513.39 ms [2022-03-15 03:50:30 main:574] : INFO : Epoch 1945 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 5489.89 ms [2022-03-15 03:50:36 main:574] : INFO : Epoch 1946 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 5919.61 ms [2022-03-15 03:50:42 main:574] : INFO : Epoch 1947 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 5894.79 ms [2022-03-15 03:50:48 main:574] : INFO : Epoch 1948 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 5982.99 ms [2022-03-15 03:50:53 main:574] : INFO : Epoch 1949 | loss: 0.0312502 | val_loss: 0.031251 | Time: 5528.14 ms [2022-03-15 03:51:00 main:574] : INFO : Epoch 1950 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5826.68 ms [2022-03-15 03:51:06 main:574] : INFO : Epoch 1951 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 6408.9 ms [2022-03-15 03:51:12 main:574] : INFO : Epoch 1952 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 5559.85 ms [2022-03-15 03:51:17 main:574] : INFO : Epoch 1953 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 5608.89 ms [2022-03-15 03:51:23 main:574] : INFO : Epoch 1954 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5813.06 ms [2022-03-15 03:51:29 main:574] : INFO : Epoch 1955 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 5437.05 ms [2022-03-15 03:51:35 main:574] : INFO : Epoch 1956 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 6216.24 ms [2022-03-15 03:51:40 main:574] : INFO : Epoch 1957 | loss: 0.03125 | val_loss: 0.0312504 | Time: 5594.78 ms [2022-03-15 03:51:46 main:574] : INFO : Epoch 1958 | loss: 0.03125 | val_loss: 0.0312505 | Time: 5825.48 ms [2022-03-15 03:51:52 main:574] : INFO : Epoch 1959 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 5488.35 ms [2022-03-15 03:51:57 main:574] : INFO : Epoch 1960 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 5310.93 ms [2022-03-15 03:52:02 main:574] : INFO : Epoch 1961 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 5487.84 ms [2022-03-15 03:52:08 main:574] : INFO : Epoch 1962 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 5822.42 ms [2022-03-15 03:52:14 main:574] : INFO : Epoch 1963 | loss: 0.03125 | val_loss: 0.0312503 | Time: 5769.2 ms [2022-03-15 03:52:20 main:574] : INFO : Epoch 1964 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 5530.3 ms [2022-03-15 03:52:25 main:574] : INFO : Epoch 1965 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 5518.47 ms [2022-03-15 03:52:31 main:574] : INFO : Epoch 1966 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 5630.23 ms [2022-03-15 03:52:37 main:574] : INFO : Epoch 1967 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 6175.17 ms [2022-03-15 03:52:43 main:574] : INFO : Epoch 1968 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 6413.56 ms [2022-03-15 03:52:50 main:574] : INFO : Epoch 1969 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 6392.44 ms [2022-03-15 03:52:56 main:574] : INFO : Epoch 1970 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 6431.87 ms [2022-03-15 03:53:03 main:574] : INFO : Epoch 1971 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 6410.31 ms [2022-03-15 03:53:09 main:574] : INFO : Epoch 1972 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 6437.19 ms [2022-03-15 03:53:15 main:574] : INFO : Epoch 1973 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 5927.02 ms [2022-03-15 03:53:21 main:574] : INFO : Epoch 1974 | loss: 0.03125 | val_loss: 0.0312504 | Time: 5883.56 ms [2022-03-15 03:53:27 main:574] : INFO : Epoch 1975 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 6347.92 ms [2022-03-15 03:53:34 main:574] : INFO : Epoch 1976 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 6518.41 ms [2022-03-15 03:53:40 main:574] : INFO : Epoch 1977 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 6553.37 ms [2022-03-15 03:53:47 main:574] : INFO : Epoch 1978 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 6468.79 ms [2022-03-15 03:53:53 main:574] : INFO : Epoch 1979 | loss: 0.0312504 | val_loss: 0.031251 | Time: 6467.86 ms [2022-03-15 03:54:00 main:574] : INFO : Epoch 1980 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 6488.65 ms [2022-03-15 03:54:06 main:574] : INFO : Epoch 1981 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 6481.32 ms [2022-03-15 03:54:13 main:574] : INFO : Epoch 1982 | loss: 0.0312512 | val_loss: 0.0312516 | Time: 6499.07 ms [2022-03-15 03:54:19 main:574] : INFO : Epoch 1983 | loss: 0.031251 | val_loss: 0.0312529 | Time: 6469.81 ms [2022-03-15 03:54:26 main:574] : INFO : Epoch 1984 | loss: 0.031251 | val_loss: 0.031251 | Time: 6536.91 ms [2022-03-15 03:54:32 main:574] : INFO : Epoch 1985 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 6535.48 ms [2022-03-15 03:54:39 main:574] : INFO : Epoch 1986 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 6507.01 ms [2022-03-15 03:54:45 main:574] : INFO : Epoch 1987 | loss: 0.031251 | val_loss: 0.0312503 | Time: 6503.95 ms [2022-03-15 03:54:52 main:574] : INFO : Epoch 1988 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 6410.36 ms [2022-03-15 03:54:58 main:574] : INFO : Epoch 1989 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 5977.9 ms [2022-03-15 03:55:04 main:574] : INFO : Epoch 1990 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 6446.66 ms [2022-03-15 03:55:10 main:574] : INFO : Epoch 1991 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 5771.82 ms [2022-03-15 03:55:16 main:574] : INFO : Epoch 1992 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 6163.23 ms [2022-03-15 03:55:22 main:574] : INFO : Epoch 1993 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 6089.52 ms [2022-03-15 03:55:29 main:574] : INFO : Epoch 1994 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 6241.31 ms [2022-03-15 03:55:35 main:574] : INFO : Epoch 1995 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 5901.77 ms [2022-03-15 03:55:41 main:574] : INFO : Epoch 1996 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 6476.46 ms [2022-03-15 03:55:47 main:574] : INFO : Epoch 1997 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 6460.33 ms [2022-03-15 03:55:54 main:574] : INFO : Epoch 1998 | loss: 0.0312505 | val_loss: 0.0312521 | Time: 6021.27 ms [2022-03-15 03:55:59 main:574] : INFO : Epoch 1999 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 5345.48 ms [2022-03-15 03:56:04 main:574] : INFO : Epoch 2000 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 5355.94 ms [2022-03-15 03:56:10 main:574] : INFO : Epoch 2001 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 5377.78 ms [2022-03-15 03:56:15 main:574] : INFO : Epoch 2002 | loss: 0.03125 | val_loss: 0.0312507 | Time: 5346.01 ms [2022-03-15 03:56:20 main:574] : INFO : Epoch 2003 | loss: 0.03125 | val_loss: 0.0312505 | Time: 5353.41 ms [2022-03-15 03:56:26 main:574] : INFO : Epoch 2004 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 5335.34 ms [2022-03-15 03:56:31 main:574] : INFO : Epoch 2005 | loss: 0.0312512 | val_loss: 0.031252 | Time: 5341.98 ms [2022-03-15 03:56:36 main:574] : INFO : Epoch 2006 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 5370.89 ms [2022-03-15 03:56:42 main:574] : INFO : Epoch 2007 | loss: 0.03125 | val_loss: 0.0312504 | Time: 5330.48 ms [2022-03-15 03:56:47 main:574] : INFO : Epoch 2008 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 5357.74 ms [2022-03-15 03:56:53 main:574] : INFO : Epoch 2009 | loss: 0.031251 | val_loss: 0.0312504 | Time: 5592.49 ms [2022-03-15 03:56:59 main:574] : INFO : Epoch 2010 | loss: 0.0312518 | val_loss: 0.0312506 | Time: 5813.09 ms [2022-03-15 03:57:04 main:574] : INFO : Epoch 2011 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 5327.37 ms [2022-03-15 03:57:09 main:574] : INFO : Epoch 2012 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 5532.3 ms [2022-03-15 03:57:15 main:574] : INFO : Epoch 2013 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 5381.12 ms [2022-03-15 03:57:21 main:574] : INFO : Epoch 2014 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 5846.3 ms [2022-03-15 03:57:26 main:574] : INFO : Epoch 2015 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 5601.53 ms [2022-03-15 03:57:32 main:574] : INFO : Epoch 2016 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 5870 ms [2022-03-15 03:57:38 main:574] : INFO : Epoch 2017 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 5810.9 ms [2022-03-15 03:57:44 main:574] : INFO : Epoch 2018 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 5982.7 ms [2022-03-15 03:57:50 main:574] : INFO : Epoch 2019 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 5929.73 ms [2022-03-15 03:57:55 main:574] : INFO : Epoch 2020 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 5512.7 ms [2022-03-15 03:58:01 main:574] : INFO : Epoch 2021 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 6041.6 ms [2022-03-15 03:58:07 main:574] : INFO : Epoch 2022 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 5552.1 ms [2022-03-15 03:58:13 main:574] : INFO : Epoch 2023 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 5517.29 ms [2022-03-15 03:58:18 main:574] : INFO : Epoch 2024 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 5411.06 ms [2022-03-15 03:58:23 main:574] : INFO : Epoch 2025 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 5365.52 ms [2022-03-15 03:58:29 main:574] : INFO : Epoch 2026 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 5343.39 ms [2022-03-15 03:58:34 main:574] : INFO : Epoch 2027 | loss: 0.031251 | val_loss: 0.0312509 | Time: 5396.1 ms [2022-03-15 03:58:39 main:574] : INFO : Epoch 2028 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 5359.91 ms [2022-03-15 03:58:45 main:574] : INFO : Epoch 2029 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 5303.65 ms [2022-03-15 03:58:50 main:574] : INFO : Epoch 2030 | loss: 0.031251 | val_loss: 0.0312522 | Time: 5363.18 ms [2022-03-15 03:58:55 main:574] : INFO : Epoch 2031 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 5361.37 ms [2022-03-15 03:59:01 main:574] : INFO : Epoch 2032 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 5866.34 ms [2022-03-15 03:59:07 main:574] : INFO : Epoch 2033 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 5330.72 ms [2022-03-15 03:59:12 main:574] : INFO : Epoch 2034 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 5344.04 ms [2022-03-15 03:59:17 main:574] : INFO : Epoch 2035 | loss: 0.031251 | val_loss: 0.0312503 | Time: 5344.56 ms [2022-03-15 03:59:23 main:574] : INFO : Epoch 2036 | loss: 0.0312513 | val_loss: 0.0312528 | Time: 5348.94 ms [2022-03-15 03:59:28 main:574] : INFO : Epoch 2037 | loss: 0.0312512 | val_loss: 0.0312523 | Time: 5361.79 ms [2022-03-15 03:59:33 main:574] : INFO : Epoch 2038 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 5338.4 ms [2022-03-15 03:59:39 main:574] : INFO : Epoch 2039 | loss: 0.0312499 | val_loss: 0.031252 | Time: 5350.97 ms [2022-03-15 03:59:44 main:574] : INFO : Epoch 2040 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 5349.75 ms [2022-03-15 03:59:50 main:574] : INFO : Epoch 2041 | loss: 0.0312504 | val_loss: 0.031252 | Time: 5348.53 ms [2022-03-15 03:59:55 main:574] : INFO : Epoch 2042 | loss: 0.031251 | val_loss: 0.0312512 | Time: 5357.32 ms [2022-03-15 04:00:01 main:574] : INFO : Epoch 2043 | loss: 0.0312511 | val_loss: 0.0312532 | Time: 5846.36 ms [2022-03-15 04:00:07 main:574] : INFO : Epoch 2044 | loss: 0.0312541 | val_loss: 0.0312534 | Time: 5831.25 ms [2022-03-15 04:00:12 main:574] : INFO : Epoch 2045 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 5328.59 ms [2022-03-15 04:00:18 main:574] : INFO : Epoch 2046 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 6309.25 ms [2022-03-15 04:00:24 main:574] : INFO : Epoch 2047 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 5898.35 ms [2022-03-15 04:00:30 main:574] : INFO : Epoch 2048 | loss: 0.03125 | val_loss: 0.0312521 | Time: 5506.04 ms [2022-03-15 04:00:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312521 [2022-03-15 04:00:30 main:603] : INFO : Saving end state to config to file [2022-03-15 04:00:30 main:608] : INFO : Success, exiting.. 04:00:30 (22312): 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)