Task 8985703
| Name | ParityModified-1636180146-16655-2-0_0 |
| Workunit | 6443678 |
| Created | 16 Nov 2021, 17:01:02 UTC |
| Sent | 24 Nov 2021, 1:23:58 UTC |
| Report deadline | 2 Dec 2021, 1:23:58 UTC |
| Received | 24 Nov 2021, 6:28:57 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14531 |
| Run time | 1 hours 16 min 6 sec |
| CPU time | 1 hours 13 min 42 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,256.35 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :09:00 main:574] : INFO : Epoch 1537 | loss: 0.0312018 | val_loss: 0.0312096 | Time: 2266.93 ms [2021-11-24 00:09:02 main:574] : INFO : Epoch 1538 | loss: 0.0312017 | val_loss: 0.0312108 | Time: 2268.42 ms [2021-11-24 00:09:05 main:574] : INFO : Epoch 1539 | loss: 0.031203 | val_loss: 0.0312106 | Time: 2262.77 ms [2021-11-24 00:09:07 main:574] : INFO : Epoch 1540 | loss: 0.0312051 | val_loss: 0.0312127 | Time: 2246.96 ms [2021-11-24 00:09:09 main:574] : INFO : Epoch 1541 | loss: 0.0312144 | val_loss: 0.0312176 | Time: 2255.1 ms [2021-11-24 00:09:11 main:574] : INFO : Epoch 1542 | loss: 0.0312167 | val_loss: 0.0312161 | Time: 2252.57 ms [2021-11-24 00:09:14 main:574] : INFO : Epoch 1543 | loss: 0.0312117 | val_loss: 0.0312198 | Time: 2258.98 ms [2021-11-24 00:09:16 main:574] : INFO : Epoch 1544 | loss: 0.031206 | val_loss: 0.0312136 | Time: 2252.94 ms [2021-11-24 00:09:18 main:574] : INFO : Epoch 1545 | loss: 0.0312038 | val_loss: 0.0312162 | Time: 2252.96 ms [2021-11-24 00:09:20 main:574] : INFO : Epoch 1546 | loss: 0.0312026 | val_loss: 0.0312099 | Time: 2262.55 ms [2021-11-24 00:09:23 main:574] : INFO : Epoch 1547 | loss: 0.031201 | val_loss: 0.0312103 | Time: 2274.82 ms [2021-11-24 00:09:25 main:574] : INFO : Epoch 1548 | loss: 0.031201 | val_loss: 0.0312141 | Time: 2252.7 ms [2021-11-24 00:09:27 main:574] : INFO : Epoch 1549 | loss: 0.0312042 | val_loss: 0.0312104 | Time: 2253.34 ms [2021-11-24 00:09:30 main:574] : INFO : Epoch 1550 | loss: 0.0312036 | val_loss: 0.0312123 | Time: 2255.08 ms [2021-11-24 00:09:32 main:574] : INFO : Epoch 1551 | loss: 0.0312015 | val_loss: 0.0312126 | Time: 2216.35 ms [2021-11-24 00:09:34 main:574] : INFO : Epoch 1552 | loss: 0.0312017 | val_loss: 0.0312092 | Time: 2216.36 ms [2021-11-24 00:09:36 main:574] : INFO : Epoch 1553 | loss: 0.0312025 | val_loss: 0.03121 | Time: 2216.16 ms [2021-11-24 00:09:38 main:574] : INFO : Epoch 1554 | loss: 0.0312019 | val_loss: 0.0312091 | Time: 2204.43 ms [2021-11-24 00:09:41 main:574] : INFO : Epoch 1555 | loss: 0.0312053 | val_loss: 0.0312162 | Time: 2211.87 ms [2021-11-24 00:09:43 main:574] : INFO : Epoch 1556 | loss: 0.0312084 | val_loss: 0.0312131 | Time: 2220.86 ms [2021-11-24 00:09:45 main:574] : INFO : Epoch 1557 | loss: 0.031208 | val_loss: 0.0312147 | Time: 2209 ms [2021-11-24 00:09:47 main:574] : INFO : Epoch 1558 | loss: 0.0312064 | val_loss: 0.0312128 | Time: 2214.33 ms [2021-11-24 00:09:50 main:574] : INFO : Epoch 1559 | loss: 0.0312087 | val_loss: 0.0312194 | Time: 2205.85 ms [2021-11-24 00:09:52 main:574] : INFO : Epoch 1560 | loss: 0.0312076 | val_loss: 0.0312117 | Time: 2214.44 ms [2021-11-24 00:09:54 main:574] : INFO : Epoch 1561 | loss: 0.0312051 | val_loss: 0.0312111 | Time: 2206.76 ms [2021-11-24 00:09:56 main:574] : INFO : Epoch 1562 | loss: 0.0312056 | val_loss: 0.0312099 | Time: 2204.42 ms [2021-11-24 00:09:58 main:574] : INFO : Epoch 1563 | loss: 0.0312059 | val_loss: 0.0312112 | Time: 2214.6 ms [2021-11-24 00:10:01 main:574] : INFO : Epoch 1564 | loss: 0.0312051 | val_loss: 0.0312114 | Time: 2211.61 ms [2021-11-24 00:10:03 main:574] : INFO : Epoch 1565 | loss: 0.0312059 | val_loss: 0.0312103 | Time: 2206.84 ms [2021-11-24 00:10:05 main:574] : INFO : Epoch 1566 | loss: 0.0312035 | val_loss: 0.0312131 | Time: 2205.19 ms [2021-11-24 00:10:07 main:574] : INFO : Epoch 1567 | loss: 0.0312058 | val_loss: 0.0312178 | Time: 2208.94 ms [2021-11-24 00:10:09 main:574] : INFO : Epoch 1568 | loss: 0.0312062 | val_loss: 0.031211 | Time: 2204.99 ms [2021-11-24 00:10:12 main:574] : INFO : Epoch 1569 | loss: 0.0312044 | val_loss: 0.0312131 | Time: 2223.14 ms [2021-11-24 00:10:14 main:574] : INFO : Epoch 1570 | loss: 0.0312049 | val_loss: 0.0312124 | Time: 2201.4 ms [2021-11-24 00:10:16 main:574] : INFO : Epoch 1571 | loss: 0.0312031 | val_loss: 0.0312115 | Time: 2207.9 ms [2021-11-24 00:10:18 main:574] : INFO : Epoch 1572 | loss: 0.031204 | val_loss: 0.0312115 | Time: 2207.21 ms [2021-11-24 00:10:20 main:574] : INFO : Epoch 1573 | loss: 0.0312035 | val_loss: 0.0312094 | Time: 2205.95 ms [2021-11-24 00:10:23 main:574] : INFO : Epoch 1574 | loss: 0.0312031 | val_loss: 0.0312094 | Time: 2208.7 ms [2021-11-24 00:10:25 main:574] : INFO : Epoch 1575 | loss: 0.0312034 | val_loss: 0.031208 | Time: 2214.1 ms [2021-11-24 00:10:27 main:574] : INFO : Epoch 1576 | loss: 0.0312035 | val_loss: 0.0312094 | Time: 2209.71 ms [2021-11-24 00:10:29 main:574] : INFO : Epoch 1577 | loss: 0.0312028 | val_loss: 0.0312116 | Time: 2207.2 ms [2021-11-24 00:10:32 main:574] : INFO : Epoch 1578 | loss: 0.0312032 | val_loss: 0.0312104 | Time: 2205.16 ms [2021-11-24 00:10:34 main:574] : INFO : Epoch 1579 | loss: 0.0312028 | val_loss: 0.0312139 | Time: 2213.78 ms [2021-11-24 00:10:36 main:574] : INFO : Epoch 1580 | loss: 0.0312064 | val_loss: 0.031217 | Time: 2208.71 ms [2021-11-24 00:10:38 main:574] : INFO : Epoch 1581 | loss: 0.0312034 | val_loss: 0.0312112 | Time: 2201.15 ms [2021-11-24 00:10:40 main:574] : INFO : Epoch 1582 | loss: 0.0312021 | val_loss: 0.0312124 | Time: 2205.97 ms [2021-11-24 00:10:43 main:574] : INFO : Epoch 1583 | loss: 0.0312017 | val_loss: 0.0312133 | Time: 2223.01 ms [2021-11-24 00:10:45 main:574] : INFO : Epoch 1584 | loss: 0.0312011 | val_loss: 0.0312129 | Time: 2212.31 ms [2021-11-24 00:10:47 main:574] : INFO : Epoch 1585 | loss: 0.031201 | val_loss: 0.0312142 | Time: 2204.7 ms [2021-11-24 00:10:49 main:574] : INFO : Epoch 1586 | loss: 0.0312024 | val_loss: 0.031214 | Time: 2211.61 ms [2021-11-24 00:10:52 main:574] : INFO : Epoch 1587 | loss: 0.0312018 | val_loss: 0.0312132 | Time: 2222.04 ms [2021-11-24 00:10:54 main:574] : INFO : Epoch 1588 | loss: 0.0312014 | val_loss: 0.0312112 | Time: 2207.92 ms [2021-11-24 00:10:56 main:574] : INFO : Epoch 1589 | loss: 0.0312035 | val_loss: 0.0312153 | Time: 2209.96 ms [2021-11-24 00:10:58 main:574] : INFO : Epoch 1590 | loss: 0.0312016 | val_loss: 0.0312123 | Time: 2217.5 ms [2021-11-24 00:11:00 main:574] : INFO : Epoch 1591 | loss: 0.0312015 | val_loss: 0.031212 | Time: 2225.91 ms [2021-11-24 00:11:03 main:574] : INFO : Epoch 1592 | loss: 0.0312009 | val_loss: 0.0312115 | Time: 2238.26 ms [2021-11-24 00:11:05 main:574] : INFO : Epoch 1593 | loss: 0.0312013 | val_loss: 0.0312114 | Time: 2206.78 ms [2021-11-24 00:11:07 main:574] : INFO : Epoch 1594 | loss: 0.0312017 | val_loss: 0.0312172 | Time: 2199.63 ms [2021-11-24 00:11:09 main:574] : INFO : Epoch 1595 | loss: 0.0312018 | val_loss: 0.0312122 | Time: 2215.05 ms [2021-11-24 00:11:11 main:574] : INFO : Epoch 1596 | loss: 0.0312004 | val_loss: 0.0312146 | Time: 2221.7 ms [2021-11-24 00:11:14 main:574] : INFO : Epoch 1597 | loss: 0.0312014 | val_loss: 0.0312118 | Time: 2205.77 ms [2021-11-24 00:11:16 main:574] : INFO : Epoch 1598 | loss: 0.0312 | val_loss: 0.0312124 | Time: 2213.51 ms [2021-11-24 00:11:18 main:574] : INFO : Epoch 1599 | loss: 0.0312022 | val_loss: 0.0312152 | Time: 2206.98 ms [2021-11-24 00:11:20 main:574] : INFO : Epoch 1600 | loss: 0.0312009 | val_loss: 0.0312127 | Time: 2202.52 ms [2021-11-24 00:11:23 main:574] : INFO : Epoch 1601 | loss: 0.0312014 | val_loss: 0.0312132 | Time: 2224.36 ms [2021-11-24 00:11:25 main:574] : INFO : Epoch 1602 | loss: 0.0312029 | val_loss: 0.0312141 | Time: 2201.87 ms [2021-11-24 00:11:27 main:574] : INFO : Epoch 1603 | loss: 0.0312015 | val_loss: 0.0312118 | Time: 2215.34 ms [2021-11-24 00:11:29 main:574] : INFO : Epoch 1604 | loss: 0.0312007 | val_loss: 0.0312125 | Time: 2201.62 ms [2021-11-24 00:11:31 main:574] : INFO : Epoch 1605 | loss: 0.0312009 | val_loss: 0.0312123 | Time: 2224.35 ms [2021-11-24 00:11:34 main:574] : INFO : Epoch 1606 | loss: 0.0312011 | val_loss: 0.0312136 | Time: 2209.48 ms [2021-11-24 00:11:36 main:574] : INFO : Epoch 1607 | loss: 0.0311998 | val_loss: 0.0312129 | Time: 2208.58 ms [2021-11-24 00:11:38 main:574] : INFO : Epoch 1608 | loss: 0.0312001 | val_loss: 0.0312137 | Time: 2218.08 ms [2021-11-24 00:11:40 main:574] : INFO : Epoch 1609 | loss: 0.0311996 | val_loss: 0.0312111 | Time: 2215.93 ms [2021-11-24 00:11:43 main:574] : INFO : Epoch 1610 | loss: 0.0311989 | val_loss: 0.0312134 | Time: 2215.25 ms [2021-11-24 00:11:45 main:574] : INFO : Epoch 1611 | loss: 0.0312001 | val_loss: 0.0312131 | Time: 2229.26 ms [2021-11-24 00:11:47 main:574] : INFO : Epoch 1612 | loss: 0.0312 | val_loss: 0.0312146 | Time: 2210.63 ms [2021-11-24 00:11:49 main:574] : INFO : Epoch 1613 | loss: 0.0312007 | val_loss: 0.0312118 | Time: 2204.88 ms [2021-11-24 00:11:51 main:574] : INFO : Epoch 1614 | loss: 0.0311997 | val_loss: 0.0312108 | Time: 2213.26 ms [2021-11-24 00:11:54 main:574] : INFO : Epoch 1615 | loss: 0.0311992 | val_loss: 0.0312106 | Time: 2208.93 ms [2021-11-24 00:11:56 main:574] : INFO : Epoch 1616 | loss: 0.0311992 | val_loss: 0.0312108 | Time: 2209.04 ms [2021-11-24 00:11:58 main:574] : INFO : Epoch 1617 | loss: 0.0311991 | val_loss: 0.0312165 | Time: 2212.12 ms [2021-11-24 00:12:00 main:574] : INFO : Epoch 1618 | loss: 0.0312006 | val_loss: 0.0312097 | Time: 2218.99 ms [2021-11-24 00:12:03 main:574] : INFO : Epoch 1619 | loss: 0.0311997 | val_loss: 0.0312126 | Time: 2235.8 ms [2021-11-24 00:12:05 main:574] : INFO : Epoch 1620 | loss: 0.0311986 | val_loss: 0.0312131 | Time: 2210.36 ms [2021-11-24 00:12:07 main:574] : INFO : Epoch 1621 | loss: 0.0311995 | val_loss: 0.0312108 | Time: 2206.82 ms [2021-11-24 00:12:09 main:574] : INFO : Epoch 1622 | loss: 0.0311993 | val_loss: 0.0312159 | Time: 2200.43 ms [2021-11-24 00:12:11 main:574] : INFO : Epoch 1623 | loss: 0.0312007 | val_loss: 0.0312102 | Time: 2226.37 ms [2021-11-24 00:12:14 main:574] : INFO : Epoch 1624 | loss: 0.0311996 | val_loss: 0.0312117 | Time: 2203.69 ms [2021-11-24 00:12:16 main:574] : INFO : Epoch 1625 | loss: 0.031199 | val_loss: 0.0312123 | Time: 2204.4 ms [2021-11-24 00:12:18 main:574] : INFO : Epoch 1626 | loss: 0.0311992 | val_loss: 0.0312117 | Time: 2205.17 ms [2021-11-24 00:12:20 main:574] : INFO : Epoch 1627 | loss: 0.0311986 | val_loss: 0.0312118 | Time: 2210.42 ms [2021-11-24 00:12:22 main:574] : INFO : Epoch 1628 | loss: 0.0311985 | val_loss: 0.0312148 | Time: 2217.26 ms [2021-11-24 00:12:25 main:574] : INFO : Epoch 1629 | loss: 0.0311982 | val_loss: 0.0312138 | Time: 2206.1 ms [2021-11-24 00:12:27 main:574] : INFO : Epoch 1630 | loss: 0.0311967 | val_loss: 0.0312146 | Time: 2209.78 ms [2021-11-24 00:12:29 main:574] : INFO : Epoch 1631 | loss: 0.0311988 | val_loss: 0.0312167 | Time: 2206.83 ms [2021-11-24 00:12:31 main:574] : INFO : Epoch 1632 | loss: 0.0312003 | val_loss: 0.031215 | Time: 2225.86 ms [2021-11-24 00:12:34 main:574] : INFO : Epoch 1633 | loss: 0.0312026 | val_loss: 0.0312155 | Time: 2209.02 ms [2021-11-24 00:12:36 main:574] : INFO : Epoch 1634 | loss: 0.0312021 | val_loss: 0.0312132 | Time: 2216.37 ms [2021-11-24 00:12:38 main:574] : INFO : Epoch 1635 | loss: 0.0312003 | val_loss: 0.0312108 | Time: 2208.07 ms [2021-11-24 00:12:40 main:574] : INFO : Epoch 1636 | loss: 0.0311985 | val_loss: 0.0312088 | Time: 2210.28 ms [2021-11-24 00:12:42 main:574] : INFO : Epoch 1637 | loss: 0.0312018 | val_loss: 0.0312103 | Time: 2215.12 ms [2021-11-24 00:12:45 main:574] : INFO : Epoch 1638 | loss: 0.0312004 | val_loss: 0.031212 | Time: 2213.18 ms [2021-11-24 00:12:47 main:574] : INFO : Epoch 1639 | loss: 0.0311993 | val_loss: 0.0312118 | Time: 2202.18 ms [2021-11-24 00:12:49 main:574] : INFO : Epoch 1640 | loss: 0.0311985 | val_loss: 0.0312093 | Time: 2208.52 ms [2021-11-24 00:12:51 main:574] : INFO : Epoch 1641 | loss: 0.0311977 | val_loss: 0.0312093 | Time: 2213.46 ms [2021-11-24 00:12:53 main:574] : INFO : Epoch 1642 | loss: 0.0311989 | val_loss: 0.0312151 | Time: 2210.5 ms [2021-11-24 00:12:56 main:574] : INFO : Epoch 1643 | loss: 0.0311987 | val_loss: 0.0312109 | Time: 2213.6 ms [2021-11-24 00:12:58 main:574] : INFO : Epoch 1644 | loss: 0.0311967 | val_loss: 0.0312097 | Time: 2200.29 ms [2021-11-24 00:13:00 main:574] : INFO : Epoch 1645 | loss: 0.0311966 | val_loss: 0.0312119 | Time: 2226.45 ms [2021-11-24 00:13:02 main:574] : INFO : Epoch 1646 | loss: 0.0311984 | val_loss: 0.0312116 | Time: 2216.97 ms [2021-11-24 00:13:05 main:574] : INFO : Epoch 1647 | loss: 0.0312003 | val_loss: 0.0312122 | Time: 2201.26 ms [2021-11-24 00:13:07 main:574] : INFO : Epoch 1648 | loss: 0.031201 | val_loss: 0.0312113 | Time: 2204.02 ms [2021-11-24 00:13:09 main:574] : INFO : Epoch 1649 | loss: 0.031199 | val_loss: 0.0312116 | Time: 2211.1 ms [2021-11-24 00:13:11 main:574] : INFO : Epoch 1650 | loss: 0.0311967 | val_loss: 0.0312113 | Time: 2215.49 ms [2021-11-24 00:13:13 main:574] : INFO : Epoch 1651 | loss: 0.0311986 | val_loss: 0.0312116 | Time: 2209.68 ms [2021-11-24 00:13:16 main:574] : INFO : Epoch 1652 | loss: 0.0311996 | val_loss: 0.0312142 | Time: 2219.59 ms [2021-11-24 00:13:18 main:574] : INFO : Epoch 1653 | loss: 0.0312021 | val_loss: 0.0312098 | Time: 2215.9 ms [2021-11-24 00:13:20 main:574] : INFO : Epoch 1654 | loss: 0.0312041 | val_loss: 0.0312104 | Time: 2223.19 ms [2021-11-24 00:13:22 main:574] : INFO : Epoch 1655 | loss: 0.0312028 | val_loss: 0.0312097 | Time: 2222.41 ms [2021-11-24 00:13:24 main:574] : INFO : Epoch 1656 | loss: 0.0312021 | val_loss: 0.0312141 | Time: 2209.61 ms [2021-11-24 00:13:27 main:574] : INFO : Epoch 1657 | loss: 0.0312017 | val_loss: 0.0312095 | Time: 2216.37 ms [2021-11-24 00:13:29 main:574] : INFO : Epoch 1658 | loss: 0.0312025 | val_loss: 0.0312108 | Time: 2212.26 ms [2021-11-24 00:13:31 main:574] : INFO : Epoch 1659 | loss: 0.0312012 | val_loss: 0.0312088 | Time: 2212.75 ms [2021-11-24 00:13:33 main:574] : INFO : Epoch 1660 | loss: 0.0312001 | val_loss: 0.0312088 | Time: 2215.7 ms [2021-11-24 00:13:36 main:574] : INFO : Epoch 1661 | loss: 0.0311998 | val_loss: 0.0312104 | Time: 2212.21 ms [2021-11-24 00:13:38 main:574] : INFO : Epoch 1662 | loss: 0.0312002 | val_loss: 0.031211 | Time: 2212.2 ms [2021-11-24 00:13:40 main:574] : INFO : Epoch 1663 | loss: 0.0311986 | val_loss: 0.0312082 | Time: 2211.35 ms [2021-11-24 00:13:42 main:574] : INFO : Epoch 1664 | loss: 0.0311995 | val_loss: 0.0312121 | Time: 2215.55 ms [2021-11-24 00:13:44 main:574] : INFO : Epoch 1665 | loss: 0.0312011 | val_loss: 0.031217 | Time: 2220.44 ms [2021-11-24 00:13:47 main:574] : INFO : Epoch 1666 | loss: 0.0312034 | val_loss: 0.0312239 | Time: 2212.74 ms [2021-11-24 00:13:49 main:574] : INFO : Epoch 1667 | loss: 0.0312012 | val_loss: 0.0312138 | Time: 2213.04 ms [2021-11-24 00:13:51 main:574] : INFO : Epoch 1668 | loss: 0.031198 | val_loss: 0.0312103 | Time: 2204.96 ms [2021-11-24 00:13:53 main:574] : INFO : Epoch 1669 | loss: 0.0311982 | val_loss: 0.0312095 | Time: 2214.21 ms [2021-11-24 00:13:56 main:574] : INFO : Epoch 1670 | loss: 0.0311972 | val_loss: 0.0312122 | Time: 2212.46 ms [2021-11-24 00:13:58 main:574] : INFO : Epoch 1671 | loss: 0.0311973 | val_loss: 0.0312086 | Time: 2203.8 ms [2021-11-24 00:14:00 main:574] : INFO : Epoch 1672 | loss: 0.0312 | val_loss: 0.0312116 | Time: 2219.6 ms [2021-11-24 00:14:02 main:574] : INFO : Epoch 1673 | loss: 0.0311988 | val_loss: 0.0312126 | Time: 2239.71 ms [2021-11-24 00:14:04 main:574] : INFO : Epoch 1674 | loss: 0.0311993 | val_loss: 0.0312138 | Time: 2213.71 ms [2021-11-24 00:14:07 main:574] : INFO : Epoch 1675 | loss: 0.0311982 | val_loss: 0.0312133 | Time: 2213.2 ms [2021-11-24 00:14:09 main:574] : INFO : Epoch 1676 | loss: 0.0311991 | val_loss: 0.031211 | Time: 2213.47 ms [2021-11-24 00:14:11 main:574] : INFO : Epoch 1677 | loss: 0.0311988 | val_loss: 0.031209 | Time: 2223.92 ms [2021-11-24 00:14:13 main:574] : INFO : Epoch 1678 | loss: 0.0311966 | val_loss: 0.0312102 | Time: 2228.81 ms [2021-11-24 00:14:16 main:574] : INFO : Epoch 1679 | loss: 0.0311965 | val_loss: 0.0312108 | Time: 2211.27 ms [2021-11-24 00:14:18 main:574] : INFO : Epoch 1680 | loss: 0.0311967 | val_loss: 0.0312138 | Time: 2230.12 ms [2021-11-24 00:14:20 main:574] : INFO : Epoch 1681 | loss: 0.0311977 | val_loss: 0.0312096 | Time: 2211.46 ms [2021-11-24 00:14:22 main:574] : INFO : Epoch 1682 | loss: 0.0311976 | val_loss: 0.0312102 | Time: 2214.27 ms [2021-11-24 00:14:24 main:574] : INFO : Epoch 1683 | loss: 0.0311966 | val_loss: 0.0312107 | Time: 2213.18 ms [2021-11-24 00:14:27 main:574] : INFO : Epoch 1684 | loss: 0.0311969 | val_loss: 0.0312124 | Time: 2238.01 ms [2021-11-24 00:14:29 main:574] : INFO : Epoch 1685 | loss: 0.0311962 | val_loss: 0.0312096 | Time: 2206.35 ms [2021-11-24 00:14:31 main:574] : INFO : Epoch 1686 | loss: 0.0311965 | val_loss: 0.0312099 | Time: 2232.31 ms [2021-11-24 00:14:33 main:574] : INFO : Epoch 1687 | loss: 0.0311954 | val_loss: 0.0312101 | Time: 2211.62 ms [2021-11-24 00:14:36 main:574] : INFO : Epoch 1688 | loss: 0.0311959 | val_loss: 0.0312096 | Time: 2203.15 ms [2021-11-24 00:14:38 main:574] : INFO : Epoch 1689 | loss: 0.0311968 | val_loss: 0.0312137 | Time: 2207.76 ms [2021-11-24 00:14:40 main:574] : INFO : Epoch 1690 | loss: 0.0311974 | val_loss: 0.0312093 | Time: 2225.54 ms [2021-11-24 00:14:42 main:574] : INFO : Epoch 1691 | loss: 0.0311959 | val_loss: 0.0312106 | Time: 2231.05 ms [2021-11-24 00:14:44 main:574] : INFO : Epoch 1692 | loss: 0.0311965 | val_loss: 0.031212 | Time: 2227.83 ms [2021-11-24 00:14:47 main:574] : INFO : Epoch 1693 | loss: 0.0311964 | val_loss: 0.0312097 | Time: 2221.69 ms [2021-11-24 00:14:49 main:574] : INFO : Epoch 1694 | loss: 0.0311957 | val_loss: 0.0312091 | Time: 2228.27 ms [2021-11-24 00:14:51 main:574] : INFO : Epoch 1695 | loss: 0.0311951 | val_loss: 0.0312131 | Time: 2269.34 ms [2021-11-24 00:14:53 main:574] : INFO : Epoch 1696 | loss: 0.0311976 | val_loss: 0.0312102 | Time: 2242.96 ms [2021-11-24 00:14:56 main:574] : INFO : Epoch 1697 | loss: 0.0312004 | val_loss: 0.0312097 | Time: 2220.65 ms [2021-11-24 00:14:58 main:574] : INFO : Epoch 1698 | loss: 0.0311997 | val_loss: 0.0312101 | Time: 2237.9 ms [2021-11-24 00:15:00 main:574] : INFO : Epoch 1699 | loss: 0.0311987 | val_loss: 0.0312087 | Time: 2272.65 ms [2021-11-24 00:15:02 main:574] : INFO : Epoch 1700 | loss: 0.0311975 | val_loss: 0.0312098 | Time: 2223.45 ms [2021-11-24 00:15:05 main:574] : INFO : Epoch 1701 | loss: 0.0311968 | val_loss: 0.0312088 | Time: 2219.92 ms [2021-11-24 00:15:07 main:574] : INFO : Epoch 1702 | loss: 0.0311968 | val_loss: 0.031209 | Time: 2229.7 ms [2021-11-24 00:15:09 main:574] : INFO : Epoch 1703 | loss: 0.0311983 | val_loss: 0.0312098 | Time: 2219.24 ms [2021-11-24 00:15:11 main:574] : INFO : Epoch 1704 | loss: 0.0311996 | val_loss: 0.031224 | Time: 2234.79 ms [2021-11-24 00:15:14 main:574] : INFO : Epoch 1705 | loss: 0.0312011 | val_loss: 0.0312104 | Time: 2241.96 ms [2021-11-24 00:15:16 main:574] : INFO : Epoch 1706 | loss: 0.0311965 | val_loss: 0.0312102 | Time: 2214.97 ms [2021-11-24 00:15:18 main:574] : INFO : Epoch 1707 | loss: 0.031195 | val_loss: 0.0312112 | Time: 2227.83 ms [2021-11-24 00:15:20 main:574] : INFO : Epoch 1708 | loss: 0.031195 | val_loss: 0.0312103 | Time: 2233.7 ms [2021-11-24 00:15:23 main:574] : INFO : Epoch 1709 | loss: 0.0311957 | val_loss: 0.031217 | Time: 2246.5 ms [2021-11-24 00:15:25 main:574] : INFO : Epoch 1710 | loss: 0.0311971 | val_loss: 0.0312092 | Time: 2224.82 ms [2021-11-24 00:15:27 main:574] : INFO : Epoch 1711 | loss: 0.0311967 | val_loss: 0.0312095 | Time: 2234.36 ms [2021-11-24 00:15:29 main:574] : INFO : Epoch 1712 | loss: 0.0311982 | val_loss: 0.0312188 | Time: 2217.6 ms [2021-11-24 00:15:31 main:574] : INFO : Epoch 1713 | loss: 0.0311996 | val_loss: 0.03121 | Time: 2236.01 ms [2021-11-24 00:15:34 main:574] : INFO : Epoch 1714 | loss: 0.031203 | val_loss: 0.0312181 | Time: 2238.3 ms [2021-11-24 00:15:36 main:574] : INFO : Epoch 1715 | loss: 0.0312081 | val_loss: 0.0312135 | Time: 2228.04 ms [2021-11-24 00:15:38 main:574] : INFO : Epoch 1716 | loss: 0.0312062 | val_loss: 0.0312099 | Time: 2272.88 ms [2021-11-24 00:15:41 main:574] : INFO : Epoch 1717 | loss: 0.0312045 | val_loss: 0.0312098 | Time: 2304.77 ms [2021-11-24 00:15:43 main:574] : INFO : Epoch 1718 | loss: 0.0312057 | val_loss: 0.0312104 | Time: 2237.48 ms [2021-11-24 00:15:45 main:574] : INFO : Epoch 1719 | loss: 0.0312037 | val_loss: 0.0312104 | Time: 2220.75 ms [2021-11-24 00:15:47 main:574] : INFO : Epoch 1720 | loss: 0.0312035 | val_loss: 0.0312106 | Time: 2224.56 ms [2021-11-24 00:15:49 main:574] : INFO : Epoch 1721 | loss: 0.0312035 | val_loss: 0.0312122 | Time: 2241.68 ms [2021-11-24 00:15:52 main:574] : INFO : Epoch 1722 | loss: 0.0312057 | val_loss: 0.0312128 | Time: 2256.2 ms [2021-11-24 00:15:54 main:574] : INFO : Epoch 1723 | loss: 0.0375526 | val_loss: 0.0331563 | Time: 2221.32 ms [2021-11-24 00:15:56 main:574] : INFO : Epoch 1724 | loss: 0.0468445 | val_loss: 0.0366904 | Time: 2227.83 ms [2021-11-24 00:15:58 main:574] : INFO : Epoch 1725 | loss: 0.0355346 | val_loss: 0.0314879 | Time: 2225.67 ms [2021-11-24 00:16:01 main:574] : INFO : Epoch 1726 | loss: 0.0317005 | val_loss: 0.0315264 | Time: 2228.84 ms [2021-11-24 00:16:03 main:574] : INFO : Epoch 1727 | loss: 0.0313721 | val_loss: 0.0313177 | Time: 2246.11 ms [2021-11-24 00:16:05 main:574] : INFO : Epoch 1728 | loss: 0.0312799 | val_loss: 0.0312685 | Time: 2228.82 ms [2021-11-24 00:16:07 main:574] : INFO : Epoch 1729 | loss: 0.0312598 | val_loss: 0.0312572 | Time: 2223.54 ms [2021-11-24 00:16:10 main:574] : INFO : Epoch 1730 | loss: 0.0312535 | val_loss: 0.0312529 | Time: 2228.04 ms [2021-11-24 00:16:12 main:574] : INFO : Epoch 1731 | loss: 0.031251 | val_loss: 0.0312507 | Time: 2234.89 ms [2021-11-24 00:16:14 main:574] : INFO : Epoch 1732 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 2206.91 ms [2021-11-24 00:16:16 main:574] : INFO : Epoch 1733 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 2224.85 ms [2021-11-24 00:16:18 main:574] : INFO : Epoch 1734 | loss: 0.031246 | val_loss: 0.0312472 | Time: 2234.3 ms [2021-11-24 00:16:21 main:574] : INFO : Epoch 1735 | loss: 0.0312452 | val_loss: 0.0312456 | Time: 2216.67 ms [2021-11-24 00:16:23 main:574] : INFO : Epoch 1736 | loss: 0.0312439 | val_loss: 0.0312447 | Time: 2260.44 ms [2021-11-24 00:16:25 main:574] : INFO : Epoch 1737 | loss: 0.0312435 | val_loss: 0.0312443 | Time: 2221.39 ms [2021-11-24 00:16:27 main:574] : INFO : Epoch 1738 | loss: 0.0312425 | val_loss: 0.0312438 | Time: 2232.43 ms [2021-11-24 00:16:30 main:574] : INFO : Epoch 1739 | loss: 0.0312415 | val_loss: 0.0312432 | Time: 2232.77 ms [2021-11-24 00:16:32 main:574] : INFO : Epoch 1740 | loss: 0.0312406 | val_loss: 0.0312424 | Time: 2244.22 ms [2021-11-24 00:16:34 main:574] : INFO : Epoch 1741 | loss: 0.0312398 | val_loss: 0.0312417 | Time: 2227.9 ms [2021-11-24 00:16:36 main:574] : INFO : Epoch 1742 | loss: 0.0312393 | val_loss: 0.0312415 | Time: 2228 ms [2021-11-24 00:16:39 main:574] : INFO : Epoch 1743 | loss: 0.0312385 | val_loss: 0.0312404 | Time: 2249 ms [2021-11-24 00:16:41 main:574] : INFO : Epoch 1744 | loss: 0.0312373 | val_loss: 0.0312395 | Time: 2242.46 ms [2021-11-24 00:16:43 main:574] : INFO : Epoch 1745 | loss: 0.0312361 | val_loss: 0.0312388 | Time: 2236.84 ms [2021-11-24 00:16:45 main:574] : INFO : Epoch 1746 | loss: 0.0312353 | val_loss: 0.0312387 | Time: 2235.16 ms [2021-11-24 00:16:48 main:574] : INFO : Epoch 1747 | loss: 0.0312346 | val_loss: 0.0312375 | Time: 2243.93 ms [2021-11-24 00:16:50 main:574] : INFO : Epoch 1748 | loss: 0.0312341 | val_loss: 0.0312374 | Time: 2236.63 ms [2021-11-24 00:16:52 main:574] : INFO : Epoch 1749 | loss: 0.031234 | val_loss: 0.0312368 | Time: 2221.21 ms [2021-11-24 00:16:54 main:574] : INFO : Epoch 1750 | loss: 0.0312337 | val_loss: 0.0312377 | Time: 2228.53 ms [2021-11-24 00:16:57 main:574] : INFO : Epoch 1751 | loss: 0.0312334 | val_loss: 0.0312365 | Time: 2206.69 ms [2021-11-24 00:16:59 main:574] : INFO : Epoch 1752 | loss: 0.0312326 | val_loss: 0.0312363 | Time: 2235.19 ms [2021-11-24 00:17:01 main:574] : INFO : Epoch 1753 | loss: 0.0312324 | val_loss: 0.0312358 | Time: 2222.01 ms [2021-11-24 00:17:03 main:574] : INFO : Epoch 1754 | loss: 0.0312321 | val_loss: 0.0312357 | Time: 2215.26 ms [2021-11-24 00:17:05 main:574] : INFO : Epoch 1755 | loss: 0.0312317 | val_loss: 0.0312357 | Time: 2228.83 ms [2021-11-24 00:17:08 main:574] : INFO : Epoch 1756 | loss: 0.0312318 | val_loss: 0.031236 | Time: 2225.61 ms [2021-11-24 00:17:10 main:574] : INFO : Epoch 1757 | loss: 0.0312316 | val_loss: 0.0312353 | Time: 2228.31 ms [2021-11-24 00:17:12 main:574] : INFO : Epoch 1758 | loss: 0.0312313 | val_loss: 0.0312348 | Time: 2223.56 ms [2021-11-24 00:17:14 main:574] : INFO : Epoch 1759 | loss: 0.0312311 | val_loss: 0.0312349 | Time: 2216.81 ms [2021-11-24 00:17:17 main:574] : INFO : Epoch 1760 | loss: 0.0312308 | val_loss: 0.0312341 | Time: 2217.4 ms [2021-11-24 00:17:19 main:574] : INFO : Epoch 1761 | loss: 0.0312303 | val_loss: 0.0312343 | Time: 2241.05 ms [2021-11-24 00:17:21 main:574] : INFO : Epoch 1762 | loss: 0.0312301 | val_loss: 0.0312341 | Time: 2227.42 ms [2021-11-24 00:17:23 main:574] : INFO : Epoch 1763 | loss: 0.0312303 | val_loss: 0.0312334 | Time: 2250.62 ms [2021-11-24 00:17:26 main:574] : INFO : Epoch 1764 | loss: 0.0312298 | val_loss: 0.0312333 | Time: 2230.27 ms [2021-11-24 00:17:28 main:574] : INFO : Epoch 1765 | loss: 0.0312294 | val_loss: 0.0312349 | Time: 2227.91 ms [2021-11-24 00:17:30 main:574] : INFO : Epoch 1766 | loss: 0.0312296 | val_loss: 0.0312333 | Time: 2215.26 ms [2021-11-24 00:17:32 main:574] : INFO : Epoch 1767 | loss: 0.0312285 | val_loss: 0.0312325 | Time: 2241.1 ms [2021-11-24 00:17:34 main:574] : INFO : Epoch 1768 | loss: 0.0312285 | val_loss: 0.0312323 | Time: 2227.81 ms [2021-11-24 00:17:37 main:574] : INFO : Epoch 1769 | loss: 0.0312277 | val_loss: 0.0312332 | Time: 2227.04 ms [2021-11-24 00:17:39 main:574] : INFO : Epoch 1770 | loss: 0.0312276 | val_loss: 0.0312316 | Time: 2233.32 ms [2021-11-24 00:17:41 main:574] : INFO : Epoch 1771 | loss: 0.0312273 | val_loss: 0.0312317 | Time: 2248.75 ms [2021-11-24 00:17:43 main:574] : INFO : Epoch 1772 | loss: 0.0312275 | val_loss: 0.0312324 | Time: 2250.65 ms [2021-11-24 00:17:46 main:574] : INFO : Epoch 1773 | loss: 0.0312279 | val_loss: 0.0312313 | Time: 2227.57 ms [2021-11-24 00:17:48 main:574] : INFO : Epoch 1774 | loss: 0.0312278 | val_loss: 0.0312318 | Time: 2224.73 ms [2021-11-24 00:17:50 main:574] : INFO : Epoch 1775 | loss: 0.0312275 | val_loss: 0.0312304 | Time: 2232.12 ms [2021-11-24 00:17:52 main:574] : INFO : Epoch 1776 | loss: 0.0312266 | val_loss: 0.0312308 | Time: 2246.79 ms [2021-11-24 00:17:55 main:574] : INFO : Epoch 1777 | loss: 0.0312267 | val_loss: 0.0312295 | Time: 2230.23 ms [2021-11-24 00:17:57 main:574] : INFO : Epoch 1778 | loss: 0.0312258 | val_loss: 0.0312294 | Time: 2242.22 ms [2021-11-24 00:17:59 main:574] : INFO : Epoch 1779 | loss: 0.0312259 | val_loss: 0.0312288 | Time: 2227.47 ms [2021-11-24 00:18:01 main:574] : INFO : Epoch 1780 | loss: 0.0312258 | val_loss: 0.0312285 | Time: 2247.69 ms [2021-11-24 00:18:04 main:574] : INFO : Epoch 1781 | loss: 0.0312254 | val_loss: 0.0312281 | Time: 2229.92 ms [2021-11-24 00:18:06 main:574] : INFO : Epoch 1782 | loss: 0.0312255 | val_loss: 0.0312284 | Time: 2231.71 ms [2021-11-24 00:18:08 main:574] : INFO : Epoch 1783 | loss: 0.0312255 | val_loss: 0.0312278 | Time: 2206.47 ms [2021-11-24 00:18:10 main:574] : INFO : Epoch 1784 | loss: 0.0312247 | val_loss: 0.0312286 | Time: 2230.28 ms [2021-11-24 00:18:13 main:574] : INFO : Epoch 1785 | loss: 0.0312254 | val_loss: 0.0312281 | Time: 2262.92 ms [2021-11-24 00:18:15 main:574] : INFO : Epoch 1786 | loss: 0.0312248 | val_loss: 0.0312273 | Time: 2247.11 ms [2021-11-24 00:18:17 main:574] : INFO : Epoch 1787 | loss: 0.0312246 | val_loss: 0.0312274 | Time: 2241.15 ms [2021-11-24 00:18:19 main:574] : INFO : Epoch 1788 | loss: 0.0312255 | val_loss: 0.0312272 | Time: 2241.17 ms [2021-11-24 00:18:21 main:574] : INFO : Epoch 1789 | loss: 0.0312251 | val_loss: 0.0312267 | Time: 2228.63 ms [2021-11-24 00:18:24 main:574] : INFO : Epoch 1790 | loss: 0.0312243 | val_loss: 0.0312266 | Time: 2225.09 ms [2021-11-24 00:18:26 main:574] : INFO : Epoch 1791 | loss: 0.0312237 | val_loss: 0.0312274 | Time: 2220.83 ms [2021-11-24 00:18:28 main:574] : INFO : Epoch 1792 | loss: 0.0312236 | val_loss: 0.0312279 | Time: 2246.7 ms [2021-11-24 00:18:30 main:574] : INFO : Epoch 1793 | loss: 0.0312235 | val_loss: 0.0312266 | Time: 2229.39 ms [2021-11-24 00:18:33 main:574] : INFO : Epoch 1794 | loss: 0.031223 | val_loss: 0.0312257 | Time: 2226.35 ms [2021-11-24 00:18:35 main:574] : INFO : Epoch 1795 | loss: 0.0312234 | val_loss: 0.031227 | Time: 2223.35 ms [2021-11-24 00:18:37 main:574] : INFO : Epoch 1796 | loss: 0.0312227 | val_loss: 0.0312257 | Time: 2222.24 ms [2021-11-24 00:18:39 main:574] : INFO : Epoch 1797 | loss: 0.0312228 | val_loss: 0.0312276 | Time: 2224.3 ms [2021-11-24 00:18:42 main:574] : INFO : Epoch 1798 | loss: 0.0312237 | val_loss: 0.0312262 | Time: 2229.56 ms [2021-11-24 00:18:44 main:574] : INFO : Epoch 1799 | loss: 0.0312228 | val_loss: 0.0312267 | Time: 2259.44 ms [2021-11-24 00:18:46 main:574] : INFO : Epoch 1800 | loss: 0.0312222 | val_loss: 0.0312261 | Time: 2226.55 ms [2021-11-24 00:18:48 main:574] : INFO : Epoch 1801 | loss: 0.0312221 | val_loss: 0.0312256 | Time: 2231.63 ms [2021-11-24 00:18:51 main:574] : INFO : Epoch 1802 | loss: 0.0312226 | val_loss: 0.0312247 | Time: 2217.61 ms [2021-11-24 00:18:53 main:574] : INFO : Epoch 1803 | loss: 0.0312228 | val_loss: 0.0312253 | Time: 2249.14 ms [2021-11-24 00:18:55 main:574] : INFO : Epoch 1804 | loss: 0.0312228 | val_loss: 0.0312267 | Time: 2235.87 ms [2021-11-24 00:18:57 main:574] : INFO : Epoch 1805 | loss: 0.031223 | val_loss: 0.0312248 | Time: 2219.51 ms [2021-11-24 00:18:59 main:574] : INFO : Epoch 1806 | loss: 0.0312218 | val_loss: 0.0312258 | Time: 2223.91 ms [2021-11-24 00:19:02 main:574] : INFO : Epoch 1807 | loss: 0.031222 | val_loss: 0.0312244 | Time: 2251.05 ms [2021-11-24 00:19:04 main:574] : INFO : Epoch 1808 | loss: 0.031222 | val_loss: 0.0312243 | Time: 2240.18 ms [2021-11-24 00:19:06 main:574] : INFO : Epoch 1809 | loss: 0.0312222 | val_loss: 0.0312257 | Time: 2215.5 ms [2021-11-24 00:19:08 main:574] : INFO : Epoch 1810 | loss: 0.031222 | val_loss: 0.031225 | Time: 2223.23 ms [2021-11-24 00:19:11 main:574] : INFO : Epoch 1811 | loss: 0.0312219 | val_loss: 0.0312256 | Time: 2214.39 ms [2021-11-24 00:19:13 main:574] : INFO : Epoch 1812 | loss: 0.031222 | val_loss: 0.0312239 | Time: 2230.71 ms [2021-11-24 00:19:15 main:574] : INFO : Epoch 1813 | loss: 0.0312228 | val_loss: 0.0312248 | Time: 2235.92 ms [2021-11-24 00:19:17 main:574] : INFO : Epoch 1814 | loss: 0.0312237 | val_loss: 0.0312281 | Time: 2219.33 ms [2021-11-24 00:19:20 main:574] : INFO : Epoch 1815 | loss: 0.0312237 | val_loss: 0.0312253 | Time: 2236.88 ms [2021-11-24 00:19:22 main:574] : INFO : Epoch 1816 | loss: 0.0312217 | val_loss: 0.0312234 | Time: 2256.54 ms [2021-11-24 00:19:24 main:574] : INFO : Epoch 1817 | loss: 0.0312222 | val_loss: 0.0312236 | Time: 2243.17 ms [2021-11-24 00:19:26 main:574] : INFO : Epoch 1818 | loss: 0.0312215 | val_loss: 0.0312245 | Time: 2228.5 ms [2021-11-24 00:19:29 main:574] : INFO : Epoch 1819 | loss: 0.0312222 | val_loss: 0.0312236 | Time: 2239.09 ms [2021-11-24 00:19:31 main:574] : INFO : Epoch 1820 | loss: 0.0312213 | val_loss: 0.0312243 | Time: 2214.69 ms [2021-11-24 00:19:33 main:574] : INFO : Epoch 1821 | loss: 0.0312214 | val_loss: 0.0312237 | Time: 2220.9 ms [2021-11-24 00:19:35 main:574] : INFO : Epoch 1822 | loss: 0.0312207 | val_loss: 0.031226 | Time: 2272.7 ms [2021-11-24 00:19:38 main:574] : INFO : Epoch 1823 | loss: 0.031221 | val_loss: 0.0312241 | Time: 2252.86 ms [2021-11-24 00:19:40 main:574] : INFO : Epoch 1824 | loss: 0.0312204 | val_loss: 0.0312233 | Time: 2243.81 ms [2021-11-24 00:19:42 main:574] : INFO : Epoch 1825 | loss: 0.0312204 | val_loss: 0.0312238 | Time: 2255.88 ms [2021-11-24 00:19:44 main:574] : INFO : Epoch 1826 | loss: 0.0312203 | val_loss: 0.0312235 | Time: 2258.1 ms [2021-11-24 00:19:47 main:574] : INFO : Epoch 1827 | loss: 0.0312215 | val_loss: 0.0312231 | Time: 2263.08 ms [2021-11-24 00:19:49 main:574] : INFO : Epoch 1828 | loss: 0.0312228 | val_loss: 0.0312277 | Time: 2250.35 ms [2021-11-24 00:19:51 main:574] : INFO : Epoch 1829 | loss: 0.0312207 | val_loss: 0.0312227 | Time: 2253.67 ms [2021-11-24 00:19:53 main:574] : INFO : Epoch 1830 | loss: 0.0312203 | val_loss: 0.0312232 | Time: 2250.86 ms [2021-11-24 00:19:56 main:574] : INFO : Epoch 1831 | loss: 0.031221 | val_loss: 0.0312238 | Time: 2253.45 ms [2021-11-24 00:19:58 main:574] : INFO : Epoch 1832 | loss: 0.0312216 | val_loss: 0.031224 | Time: 2249.66 ms [2021-11-24 00:20:00 main:574] : INFO : Epoch 1833 | loss: 0.0312236 | val_loss: 0.0312248 | Time: 2257.85 ms [2021-11-24 00:20:02 main:574] : INFO : Epoch 1834 | loss: 0.031221 | val_loss: 0.0312239 | Time: 2270.76 ms [2021-11-24 00:20:05 main:574] : INFO : Epoch 1835 | loss: 0.0312214 | val_loss: 0.0312263 | Time: 2257.62 ms [2021-11-24 00:20:07 main:574] : INFO : Epoch 1836 | loss: 0.0312208 | val_loss: 0.0312236 | Time: 2242.57 ms [2021-11-24 00:20:09 main:574] : INFO : Epoch 1837 | loss: 0.0312199 | val_loss: 0.0312227 | Time: 2262.1 ms [2021-11-24 00:20:11 main:574] : INFO : Epoch 1838 | loss: 0.0312199 | val_loss: 0.0312229 | Time: 2267.4 ms [2021-11-24 00:20:14 main:574] : INFO : Epoch 1839 | loss: 0.0312205 | val_loss: 0.0312239 | Time: 2257.38 ms [2021-11-24 00:20:16 main:574] : INFO : Epoch 1840 | loss: 0.0312198 | val_loss: 0.031225 | Time: 2248.75 ms [2021-11-24 00:20:18 main:574] : INFO : Epoch 1841 | loss: 0.031221 | val_loss: 0.0312228 | Time: 2263.25 ms [2021-11-24 00:20:20 main:574] : INFO : Epoch 1842 | loss: 0.0312205 | val_loss: 0.0312224 | Time: 2247.28 ms [2021-11-24 00:20:23 main:574] : INFO : Epoch 1843 | loss: 0.0312201 | val_loss: 0.031224 | Time: 2258.51 ms [2021-11-24 00:20:25 main:574] : INFO : Epoch 1844 | loss: 0.0312203 | val_loss: 0.0312219 | Time: 2247.87 ms [2021-11-24 00:20:27 main:574] : INFO : Epoch 1845 | loss: 0.0312203 | val_loss: 0.0312226 | Time: 2259.62 ms [2021-11-24 00:20:30 main:574] : INFO : Epoch 1846 | loss: 0.0312207 | val_loss: 0.0312237 | Time: 2266.38 ms [2021-11-24 00:20:32 main:574] : INFO : Epoch 1847 | loss: 0.0312199 | val_loss: 0.0312216 | Time: 2255.13 ms [2021-11-24 00:20:34 main:574] : INFO : Epoch 1848 | loss: 0.0312197 | val_loss: 0.0312214 | Time: 2255.96 ms [2021-11-24 00:20:36 main:574] : INFO : Epoch 1849 | loss: 0.0312199 | val_loss: 0.0312221 | Time: 2258.68 ms [2021-11-24 00:20:39 main:574] : INFO : Epoch 1850 | loss: 0.0312195 | val_loss: 0.0312248 | Time: 2257.1 ms [2021-11-24 00:20:41 main:574] : INFO : Epoch 1851 | loss: 0.03122 | val_loss: 0.0312257 | Time: 2245.58 ms [2021-11-24 00:20:43 main:574] : INFO : Epoch 1852 | loss: 0.03122 | val_loss: 0.0312232 | Time: 2264.56 ms [2021-11-24 00:20:45 main:574] : INFO : Epoch 1853 | loss: 0.0312193 | val_loss: 0.0312226 | Time: 2255.33 ms [2021-11-24 00:20:48 main:574] : INFO : Epoch 1854 | loss: 0.0312204 | val_loss: 0.031223 | Time: 2248.4 ms [2021-11-24 00:20:50 main:574] : INFO : Epoch 1855 | loss: 0.0312206 | val_loss: 0.0312226 | Time: 2256.66 ms [2021-11-24 00:20:52 main:574] : INFO : Epoch 1856 | loss: 0.0312225 | val_loss: 0.0312242 | Time: 2250.32 ms [2021-11-24 00:20:54 main:574] : INFO : Epoch 1857 | loss: 0.0312212 | val_loss: 0.0312253 | Time: 2258.04 ms [2021-11-24 00:20:57 main:574] : INFO : Epoch 1858 | loss: 0.0312194 | val_loss: 0.0312221 | Time: 2255.86 ms [2021-11-24 00:20:59 main:574] : INFO : Epoch 1859 | loss: 0.0312193 | val_loss: 0.0312215 | Time: 2252.46 ms [2021-11-24 00:21:01 main:574] : INFO : Epoch 1860 | loss: 0.0312188 | val_loss: 0.0312203 | Time: 2247.37 ms [2021-11-24 00:21:03 main:574] : INFO : Epoch 1861 | loss: 0.0312186 | val_loss: 0.031223 | Time: 2270.8 ms [2021-11-24 00:21:06 main:574] : INFO : Epoch 1862 | loss: 0.0312176 | val_loss: 0.0312216 | Time: 2251.05 ms [2021-11-24 00:21:08 main:574] : INFO : Epoch 1863 | loss: 0.0312194 | val_loss: 0.0312194 | Time: 2262.49 ms [2021-11-24 00:21:10 main:574] : INFO : Epoch 1864 | loss: 0.0312179 | val_loss: 0.0312206 | Time: 2251.86 ms [2021-11-24 00:21:12 main:574] : INFO : Epoch 1865 | loss: 0.0312193 | val_loss: 0.0312211 | Time: 2264.56 ms [2021-11-24 00:21:15 main:574] : INFO : Epoch 1866 | loss: 0.0312194 | val_loss: 0.0312206 | Time: 2254.41 ms [2021-11-24 00:21:17 main:574] : INFO : Epoch 1867 | loss: 0.0312207 | val_loss: 0.0312212 | Time: 2261.85 ms [2021-11-24 00:21:19 main:574] : INFO : Epoch 1868 | loss: 0.0312193 | val_loss: 0.0312211 | Time: 2258.6 ms [2021-11-24 00:21:22 main:574] : INFO : Epoch 1869 | loss: 0.0312183 | val_loss: 0.0312212 | Time: 2262.55 ms [2021-11-24 00:21:24 main:574] : INFO : Epoch 1870 | loss: 0.0312189 | val_loss: 0.0312199 | Time: 2281.49 ms [2021-11-24 00:21:26 main:574] : INFO : Epoch 1871 | loss: 0.0312164 | val_loss: 0.0312195 | Time: 2255.14 ms [2021-11-24 00:21:28 main:574] : INFO : Epoch 1872 | loss: 0.031217 | val_loss: 0.0312199 | Time: 2271.79 ms [2021-11-24 00:21:31 main:574] : INFO : Epoch 1873 | loss: 0.0312167 | val_loss: 0.0312202 | Time: 2255.61 ms [2021-11-24 00:21:33 main:574] : INFO : Epoch 1874 | loss: 0.0312166 | val_loss: 0.0312198 | Time: 2216.46 ms [2021-11-24 00:21:35 main:574] : INFO : Epoch 1875 | loss: 0.0312166 | val_loss: 0.03122 | Time: 2203.98 ms [2021-11-24 00:21:37 main:574] : INFO : Epoch 1876 | loss: 0.0312174 | val_loss: 0.0312209 | Time: 2209.61 ms [2021-11-24 00:21:39 main:574] : INFO : Epoch 1877 | loss: 0.0312163 | val_loss: 0.0312192 | Time: 2214.41 ms [2021-11-24 00:21:42 main:574] : INFO : Epoch 1878 | loss: 0.0312162 | val_loss: 0.031219 | Time: 2205.96 ms [2021-11-24 00:21:44 main:574] : INFO : Epoch 1879 | loss: 0.0312149 | val_loss: 0.0312193 | Time: 2209.26 ms [2021-11-24 00:21:46 main:574] : INFO : Epoch 1880 | loss: 0.0312149 | val_loss: 0.0312206 | Time: 2229.94 ms [2021-11-24 00:21:48 main:574] : INFO : Epoch 1881 | loss: 0.0312145 | val_loss: 0.0312182 | Time: 2224.27 ms [2021-11-24 00:21:51 main:574] : INFO : Epoch 1882 | loss: 0.0312145 | val_loss: 0.0312178 | Time: 2209.79 ms [2021-11-24 00:21:53 main:574] : INFO : Epoch 1883 | loss: 0.0312135 | val_loss: 0.031222 | Time: 2216.91 ms [2021-11-24 00:21:55 main:574] : INFO : Epoch 1884 | loss: 0.0312139 | val_loss: 0.0312178 | Time: 2216.1 ms [2021-11-24 00:21:57 main:574] : INFO : Epoch 1885 | loss: 0.0312133 | val_loss: 0.0312188 | Time: 2205.71 ms [2021-11-24 00:21:59 main:574] : INFO : Epoch 1886 | loss: 0.0312135 | val_loss: 0.0312197 | Time: 2208.35 ms [2021-11-24 00:22:02 main:574] : INFO : Epoch 1887 | loss: 0.031215 | val_loss: 0.0312176 | Time: 2218.2 ms [2021-11-24 00:22:04 main:574] : INFO : Epoch 1888 | loss: 0.0312142 | val_loss: 0.0312175 | Time: 2232.98 ms [2021-11-24 00:22:06 main:574] : INFO : Epoch 1889 | loss: 0.0312143 | val_loss: 0.0312173 | Time: 2210.14 ms [2021-11-24 00:22:08 main:574] : INFO : Epoch 1890 | loss: 0.031214 | val_loss: 0.0312171 | Time: 2219.57 ms [2021-11-24 00:22:11 main:574] : INFO : Epoch 1891 | loss: 0.0312131 | val_loss: 0.031219 | Time: 2210.4 ms [2021-11-24 00:22:13 main:574] : INFO : Epoch 1892 | loss: 0.031215 | val_loss: 0.0312161 | Time: 2214 ms [2021-11-24 00:22:15 main:574] : INFO : Epoch 1893 | loss: 0.0312136 | val_loss: 0.0312169 | Time: 2224.22 ms [2021-11-24 00:22:17 main:574] : INFO : Epoch 1894 | loss: 0.0312145 | val_loss: 0.0312202 | Time: 2208.43 ms [2021-11-24 00:22:19 main:574] : INFO : Epoch 1895 | loss: 0.0312118 | val_loss: 0.031217 | Time: 2216.9 ms [2021-11-24 00:22:22 main:574] : INFO : Epoch 1896 | loss: 0.0312118 | val_loss: 0.0312172 | Time: 2214.77 ms [2021-11-24 00:22:24 main:574] : INFO : Epoch 1897 | loss: 0.0312109 | val_loss: 0.0312185 | Time: 2202.86 ms [2021-11-24 00:22:26 main:574] : INFO : Epoch 1898 | loss: 0.031211 | val_loss: 0.0312156 | Time: 2209.45 ms [2021-11-24 00:22:28 main:574] : INFO : Epoch 1899 | loss: 0.0312135 | val_loss: 0.0312269 | Time: 2215.96 ms [2021-11-24 00:22:31 main:574] : INFO : Epoch 1900 | loss: 0.0312148 | val_loss: 0.0312169 | Time: 2218.56 ms [2021-11-24 00:22:33 main:574] : INFO : Epoch 1901 | loss: 0.0312121 | val_loss: 0.0312165 | Time: 2209.02 ms [2021-11-24 00:22:35 main:574] : INFO : Epoch 1902 | loss: 0.0312117 | val_loss: 0.0312167 | Time: 2212.7 ms [2021-11-24 00:22:37 main:574] : INFO : Epoch 1903 | loss: 0.0312122 | val_loss: 0.0312159 | Time: 2214.26 ms [2021-11-24 00:22:39 main:574] : INFO : Epoch 1904 | loss: 0.0312113 | val_loss: 0.0312153 | Time: 2216.45 ms [2021-11-24 00:22:42 main:574] : INFO : Epoch 1905 | loss: 0.031211 | val_loss: 0.0312146 | Time: 2206.47 ms [2021-11-24 00:22:44 main:574] : INFO : Epoch 1906 | loss: 0.0312129 | val_loss: 0.0312148 | Time: 2222.85 ms [2021-11-24 00:22:46 main:574] : INFO : Epoch 1907 | loss: 0.0312108 | val_loss: 0.0312145 | Time: 2206.26 ms [2021-11-24 00:22:48 main:574] : INFO : Epoch 1908 | loss: 0.0312106 | val_loss: 0.0312144 | Time: 2220.09 ms [2021-11-24 00:22:50 main:574] : INFO : Epoch 1909 | loss: 0.0312099 | val_loss: 0.0312141 | Time: 2210.14 ms [2021-11-24 00:22:53 main:574] : INFO : Epoch 1910 | loss: 0.0312095 | val_loss: 0.0312146 | Time: 2213.25 ms [2021-11-24 00:22:55 main:574] : INFO : Epoch 1911 | loss: 0.0312095 | val_loss: 0.031214 | Time: 2204.29 ms [2021-11-24 00:22:57 main:574] : INFO : Epoch 1912 | loss: 0.0312109 | val_loss: 0.0312143 | Time: 2216.22 ms [2021-11-24 00:22:59 main:574] : INFO : Epoch 1913 | loss: 0.0312109 | val_loss: 0.0312131 | Time: 2213.75 ms [2021-11-24 00:23:02 main:574] : INFO : Epoch 1914 | loss: 0.0312105 | val_loss: 0.0312126 | Time: 2215.8 ms [2021-11-24 00:23:04 main:574] : INFO : Epoch 1915 | loss: 0.0312098 | val_loss: 0.0312117 | Time: 2210.37 ms [2021-11-24 00:23:06 main:574] : INFO : Epoch 1916 | loss: 0.0312102 | val_loss: 0.0312131 | Time: 2223.25 ms [2021-11-24 00:23:08 main:574] : INFO : Epoch 1917 | loss: 0.0312095 | val_loss: 0.031211 | Time: 2211.52 ms [2021-11-24 00:23:10 main:574] : INFO : Epoch 1918 | loss: 0.031209 | val_loss: 0.0312109 | Time: 2211.05 ms [2021-11-24 00:23:13 main:574] : INFO : Epoch 1919 | loss: 0.0312096 | val_loss: 0.0312138 | Time: 2211.54 ms [2021-11-24 00:23:15 main:574] : INFO : Epoch 1920 | loss: 0.0312161 | val_loss: 0.0312153 | Time: 2205.71 ms [2021-11-24 00:23:17 main:574] : INFO : Epoch 1921 | loss: 0.0312137 | val_loss: 0.0312133 | Time: 2208.18 ms [2021-11-24 00:23:19 main:574] : INFO : Epoch 1922 | loss: 0.0312131 | val_loss: 0.031215 | Time: 2220.57 ms [2021-11-24 00:23:22 main:574] : INFO : Epoch 1923 | loss: 0.0312141 | val_loss: 0.031213 | Time: 2210.34 ms [2021-11-24 00:23:24 main:574] : INFO : Epoch 1924 | loss: 0.0312161 | val_loss: 0.0312257 | Time: 2228.11 ms [2021-11-24 00:23:26 main:574] : INFO : Epoch 1925 | loss: 0.0312148 | val_loss: 0.031215 | Time: 2257.27 ms [2021-11-24 00:23:28 main:574] : INFO : Epoch 1926 | loss: 0.0312137 | val_loss: 0.031215 | Time: 2207.59 ms [2021-11-24 00:23:30 main:574] : INFO : Epoch 1927 | loss: 0.0312138 | val_loss: 0.0312118 | Time: 2207.9 ms [2021-11-24 00:23:33 main:574] : INFO : Epoch 1928 | loss: 0.0312125 | val_loss: 0.0312132 | Time: 2211.19 ms [2021-11-24 00:23:35 main:574] : INFO : Epoch 1929 | loss: 0.0312118 | val_loss: 0.0312129 | Time: 2219.17 ms [2021-11-24 00:23:37 main:574] : INFO : Epoch 1930 | loss: 0.0312125 | val_loss: 0.031213 | Time: 2208.35 ms [2021-11-24 00:23:39 main:574] : INFO : Epoch 1931 | loss: 0.0312124 | val_loss: 0.0312108 | Time: 2218.94 ms [2021-11-24 00:23:42 main:574] : INFO : Epoch 1932 | loss: 0.0312114 | val_loss: 0.0312109 | Time: 2211.14 ms [2021-11-24 00:23:44 main:574] : INFO : Epoch 1933 | loss: 0.0312114 | val_loss: 0.0312158 | Time: 2212.52 ms [2021-11-24 00:23:46 main:574] : INFO : Epoch 1934 | loss: 0.0312123 | val_loss: 0.0312104 | Time: 2214.36 ms [2021-11-24 00:23:48 main:574] : INFO : Epoch 1935 | loss: 0.0312126 | val_loss: 0.031213 | Time: 2213.3 ms [2021-11-24 00:23:50 main:574] : INFO : Epoch 1936 | loss: 0.0312106 | val_loss: 0.0312106 | Time: 2211.71 ms [2021-11-24 00:23:53 main:574] : INFO : Epoch 1937 | loss: 0.0312089 | val_loss: 0.0312112 | Time: 2206.06 ms [2021-11-24 00:23:55 main:574] : INFO : Epoch 1938 | loss: 0.0312086 | val_loss: 0.03121 | Time: 2211.41 ms [2021-11-24 00:23:57 main:574] : INFO : Epoch 1939 | loss: 0.0312084 | val_loss: 0.0312124 | Time: 2222.14 ms [2021-11-24 00:23:59 main:574] : INFO : Epoch 1940 | loss: 0.0312085 | val_loss: 0.0312115 | Time: 2212.1 ms [2021-11-24 00:24:01 main:574] : INFO : Epoch 1941 | loss: 0.0312096 | val_loss: 0.0312168 | Time: 2225.96 ms [2021-11-24 00:24:04 main:574] : INFO : Epoch 1942 | loss: 0.0312092 | val_loss: 0.0312115 | Time: 2213.99 ms [2021-11-24 00:24:06 main:574] : INFO : Epoch 1943 | loss: 0.0312078 | val_loss: 0.0312114 | Time: 2215.01 ms [2021-11-24 00:24:08 main:574] : INFO : Epoch 1944 | loss: 0.0312077 | val_loss: 0.0312149 | Time: 2221.78 ms [2021-11-24 00:24:10 main:574] : INFO : Epoch 1945 | loss: 0.0312108 | val_loss: 0.0312135 | Time: 2212.16 ms [2021-11-24 00:24:13 main:574] : INFO : Epoch 1946 | loss: 0.0312088 | val_loss: 0.0312152 | Time: 2212.07 ms [2021-11-24 00:24:15 main:574] : INFO : Epoch 1947 | loss: 0.0312091 | val_loss: 0.0312102 | Time: 2211.76 ms [2021-11-24 00:24:17 main:574] : INFO : Epoch 1948 | loss: 0.0312064 | val_loss: 0.0312094 | Time: 2204.9 ms [2021-11-24 00:24:19 main:574] : INFO : Epoch 1949 | loss: 0.0312071 | val_loss: 0.0312096 | Time: 2208.97 ms [2021-11-24 00:24:21 main:574] : INFO : Epoch 1950 | loss: 0.0312101 | val_loss: 0.0312103 | Time: 2206.22 ms [2021-11-24 00:24:24 main:574] : INFO : Epoch 1951 | loss: 0.031209 | val_loss: 0.0312092 | Time: 2234.71 ms [2021-11-24 00:24:26 main:574] : INFO : Epoch 1952 | loss: 0.0312073 | val_loss: 0.0312086 | Time: 2211.9 ms [2021-11-24 00:24:28 main:574] : INFO : Epoch 1953 | loss: 0.0312092 | val_loss: 0.0312118 | Time: 2212.57 ms [2021-11-24 00:24:30 main:574] : INFO : Epoch 1954 | loss: 0.0312087 | val_loss: 0.0312086 | Time: 2203.17 ms [2021-11-24 00:24:33 main:574] : INFO : Epoch 1955 | loss: 0.031208 | val_loss: 0.0312096 | Time: 2212.47 ms [2021-11-24 00:24:35 main:574] : INFO : Epoch 1956 | loss: 0.0312068 | val_loss: 0.03121 | Time: 2219.02 ms [2021-11-24 00:24:37 main:574] : INFO : Epoch 1957 | loss: 0.031207 | val_loss: 0.0312078 | Time: 2210.54 ms [2021-11-24 00:24:39 main:574] : INFO : Epoch 1958 | loss: 0.0312057 | val_loss: 0.0312077 | Time: 2220.73 ms [2021-11-24 00:24:41 main:574] : INFO : Epoch 1959 | loss: 0.0312055 | val_loss: 0.0312081 | Time: 2246.22 ms [2021-11-24 00:24:44 main:574] : INFO : Epoch 1960 | loss: 0.031206 | val_loss: 0.0312079 | Time: 2223.18 ms [2021-11-24 00:24:46 main:574] : INFO : Epoch 1961 | loss: 0.031207 | val_loss: 0.0312122 | Time: 2210.97 ms [2021-11-24 00:24:48 main:574] : INFO : Epoch 1962 | loss: 0.0312053 | val_loss: 0.0312084 | Time: 2217.93 ms [2021-11-24 00:24:50 main:574] : INFO : Epoch 1963 | loss: 0.0312044 | val_loss: 0.031208 | Time: 2231.69 ms [2021-11-24 00:24:53 main:574] : INFO : Epoch 1964 | loss: 0.031204 | val_loss: 0.0312078 | Time: 2214.96 ms [2021-11-24 00:24:55 main:574] : INFO : Epoch 1965 | loss: 0.0312042 | val_loss: 0.0312098 | Time: 2223.37 ms [2021-11-24 00:24:57 main:574] : INFO : Epoch 1966 | loss: 0.031206 | val_loss: 0.0312086 | Time: 2205.18 ms [2021-11-24 00:24:59 main:574] : INFO : Epoch 1967 | loss: 0.0312056 | val_loss: 0.0312085 | Time: 2218.53 ms [2021-11-24 00:25:01 main:574] : INFO : Epoch 1968 | loss: 0.0312052 | val_loss: 0.0312079 | Time: 2224.99 ms [2021-11-24 00:25:04 main:574] : INFO : Epoch 1969 | loss: 0.0312045 | val_loss: 0.0312076 | Time: 2212.78 ms [2021-11-24 00:25:06 main:574] : INFO : Epoch 1970 | loss: 0.0312073 | val_loss: 0.0312085 | Time: 2218.51 ms [2021-11-24 00:25:08 main:574] : INFO : Epoch 1971 | loss: 0.0312086 | val_loss: 0.0312079 | Time: 2215.39 ms [2021-11-24 00:25:10 main:574] : INFO : Epoch 1972 | loss: 0.0312089 | val_loss: 0.0312128 | Time: 2252.74 ms [2021-11-24 00:25:13 main:574] : INFO : Epoch 1973 | loss: 0.0312096 | val_loss: 0.0312105 | Time: 2217.82 ms [2021-11-24 00:25:15 main:574] : INFO : Epoch 1974 | loss: 0.0312077 | val_loss: 0.0312095 | Time: 2229.18 ms [2021-11-24 00:25:17 main:574] : INFO : Epoch 1975 | loss: 0.0312087 | val_loss: 0.0312145 | Time: 2220.94 ms [2021-11-24 00:25:19 main:574] : INFO : Epoch 1976 | loss: 0.0312074 | val_loss: 0.0312088 | Time: 2217.25 ms [2021-11-24 00:25:21 main:574] : INFO : Epoch 1977 | loss: 0.0312048 | val_loss: 0.0312083 | Time: 2214.81 ms [2021-11-24 00:25:24 main:574] : INFO : Epoch 1978 | loss: 0.0312066 | val_loss: 0.0312208 | Time: 2213.84 ms [2021-11-24 00:25:26 main:574] : INFO : Epoch 1979 | loss: 0.0312087 | val_loss: 0.0312116 | Time: 2220.53 ms [2021-11-24 00:25:28 main:574] : INFO : Epoch 1980 | loss: 0.0312078 | val_loss: 0.0312249 | Time: 2213.43 ms [2021-11-24 00:25:30 main:574] : INFO : Epoch 1981 | loss: 0.031222 | val_loss: 0.0312183 | Time: 2214.4 ms [2021-11-24 00:25:33 main:574] : INFO : Epoch 1982 | loss: 0.0312187 | val_loss: 0.0312182 | Time: 2210.94 ms [2021-11-24 00:25:35 main:574] : INFO : Epoch 1983 | loss: 0.0312223 | val_loss: 0.031221 | Time: 2214.49 ms [2021-11-24 00:25:37 main:574] : INFO : Epoch 1984 | loss: 0.0312218 | val_loss: 0.0312196 | Time: 2216.32 ms [2021-11-24 00:25:39 main:574] : INFO : Epoch 1985 | loss: 0.0312193 | val_loss: 0.0312179 | Time: 2216.85 ms [2021-11-24 00:25:41 main:574] : INFO : Epoch 1986 | loss: 0.0312185 | val_loss: 0.0312176 | Time: 2203.62 ms [2021-11-24 00:25:44 main:574] : INFO : Epoch 1987 | loss: 0.031218 | val_loss: 0.0312175 | Time: 2217.49 ms [2021-11-24 00:25:46 main:574] : INFO : Epoch 1988 | loss: 0.0312161 | val_loss: 0.0312176 | Time: 2224.67 ms [2021-11-24 00:25:48 main:574] : INFO : Epoch 1989 | loss: 0.0312158 | val_loss: 0.0312163 | Time: 2214.82 ms [2021-11-24 00:25:50 main:574] : INFO : Epoch 1990 | loss: 0.0312177 | val_loss: 0.0312175 | Time: 2222.14 ms [2021-11-24 00:25:53 main:574] : INFO : Epoch 1991 | loss: 0.0312187 | val_loss: 0.0312152 | Time: 2221.46 ms [2021-11-24 00:25:55 main:574] : INFO : Epoch 1992 | loss: 0.0312173 | val_loss: 0.0312147 | Time: 2219.29 ms [2021-11-24 00:25:57 main:574] : INFO : Epoch 1993 | loss: 0.0312202 | val_loss: 0.0312219 | Time: 2243.62 ms [2021-11-24 00:25:59 main:574] : INFO : Epoch 1994 | loss: 0.0312456 | val_loss: 0.0312523 | Time: 2208.61 ms [2021-11-24 00:26:01 main:574] : INFO : Epoch 1995 | loss: 0.0312526 | val_loss: 0.0312543 | Time: 2218.62 ms [2021-11-24 00:26:04 main:574] : INFO : Epoch 1996 | loss: nan | val_loss: nan | Time: 2232.85 ms [2021-11-24 00:26:06 main:574] : INFO : Epoch 1997 | loss: nan | val_loss: nan | Time: 2216.63 ms [2021-11-24 00:26:08 main:574] : INFO : Epoch 1998 | loss: nan | val_loss: nan | Time: 2221.34 ms [2021-11-24 00:26:10 main:574] : INFO : Epoch 1999 | loss: nan | val_loss: nan | Time: 2220.12 ms [2021-11-24 00:26:13 main:574] : INFO : Epoch 2000 | loss: nan | val_loss: nan | Time: 2213.54 ms [2021-11-24 00:26:15 main:574] : INFO : Epoch 2001 | loss: nan | val_loss: nan | Time: 2211.52 ms [2021-11-24 00:26:17 main:574] : INFO : Epoch 2002 | loss: nan | val_loss: nan | Time: 2205.85 ms [2021-11-24 00:26:19 main:574] : INFO : Epoch 2003 | loss: nan | val_loss: nan | Time: 2244.67 ms [2021-11-24 00:26:22 main:574] : INFO : Epoch 2004 | loss: nan | val_loss: nan | Time: 2430.93 ms [2021-11-24 00:26:24 main:574] : INFO : Epoch 2005 | loss: nan | val_loss: nan | Time: 2253.51 ms [2021-11-24 00:26:26 main:574] : INFO : Epoch 2006 | loss: nan | val_loss: nan | Time: 2233.74 ms [2021-11-24 00:26:28 main:574] : INFO : Epoch 2007 | loss: nan | val_loss: nan | Time: 2289.91 ms [2021-11-24 00:26:31 main:574] : INFO : Epoch 2008 | loss: nan | val_loss: nan | Time: 2259.7 ms [2021-11-24 00:26:33 main:574] : INFO : Epoch 2009 | loss: nan | val_loss: nan | Time: 2214.3 ms [2021-11-24 00:26:35 main:574] : INFO : Epoch 2010 | loss: nan | val_loss: nan | Time: 2230.95 ms [2021-11-24 00:26:37 main:574] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 2223.06 ms [2021-11-24 00:26:40 main:574] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 2279.9 ms [2021-11-24 00:26:42 main:574] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 2220.54 ms [2021-11-24 00:26:44 main:574] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 2212.05 ms [2021-11-24 00:26:46 main:574] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 2242.84 ms [2021-11-24 00:26:49 main:574] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 2223.74 ms [2021-11-24 00:26:51 main:574] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 2217.02 ms [2021-11-24 00:26:53 main:574] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 2216.29 ms [2021-11-24 00:26:55 main:574] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 2221.16 ms [2021-11-24 00:26:58 main:574] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 2205.7 ms [2021-11-24 00:27:00 main:574] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 2208.75 ms [2021-11-24 00:27:02 main:574] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 2226.26 ms [2021-11-24 00:27:04 main:574] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 2218.42 ms [2021-11-24 00:27:06 main:574] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 2211.46 ms [2021-11-24 00:27:09 main:574] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 2212.83 ms [2021-11-24 00:27:11 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 2302.67 ms [2021-11-24 00:27:13 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 2225.35 ms [2021-11-24 00:27:15 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 2217 ms [2021-11-24 00:27:18 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 2212.84 ms [2021-11-24 00:27:20 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 2224.66 ms [2021-11-24 00:27:22 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 2228.12 ms [2021-11-24 00:27:24 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 2232.89 ms [2021-11-24 00:27:27 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 2214.03 ms [2021-11-24 00:27:29 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 2236.56 ms [2021-11-24 00:27:31 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 2211.26 ms [2021-11-24 00:27:33 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 2227.47 ms [2021-11-24 00:27:35 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 2206.96 ms [2021-11-24 00:27:38 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 2217.91 ms [2021-11-24 00:27:40 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 2220.26 ms [2021-11-24 00:27:42 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 2214.85 ms [2021-11-24 00:27:44 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 2220.25 ms [2021-11-24 00:27:47 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 2232.41 ms [2021-11-24 00:27:49 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 2210.98 ms [2021-11-24 00:27:51 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 2210.07 ms [2021-11-24 00:27:53 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 2207.84 ms [2021-11-24 00:27:55 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 2230.62 ms [2021-11-24 00:27:58 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 2218.58 ms [2021-11-24 00:28:00 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 2295.24 ms [2021-11-24 00:28:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2021-11-24 00:28:00 main:603] : INFO : Saving end state to config to file [2021-11-24 00:28:00 main:608] : INFO : Success, exiting.. 00:28:00 (30588): 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)