Task 12317371
| Name | ParityModified-1645996035-4412-1-0_0 |
| Workunit | 9490491 |
| Created | 1 Mar 2022, 19:11:36 UTC |
| Sent | 7 Mar 2022, 14:36:57 UTC |
| Report deadline | 15 Mar 2022, 14:36:57 UTC |
| Received | 7 Mar 2022, 17:37:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16635 |
| Run time | 1 hours 14 min 5 sec |
| CPU time | 1 hours 12 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,158.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.69 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312214 | val_loss: 0.0312209 | Time: 2163.69 ms
[2022-03-07 10:19:06 main:574] : INFO : Epoch 1543 | loss: 0.0312211 | val_loss: 0.0312204 | Time: 2165.48 ms
[2022-03-07 10:19:08 main:574] : INFO : Epoch 1544 | loss: 0.031221 | val_loss: 0.0312202 | Time: 2165.35 ms
[2022-03-07 10:19:10 main:574] : INFO : Epoch 1545 | loss: 0.031221 | val_loss: 0.0312198 | Time: 2159 ms
[2022-03-07 10:19:12 main:574] : INFO : Epoch 1546 | loss: 0.031221 | val_loss: 0.031221 | Time: 2162.89 ms
[2022-03-07 10:19:14 main:574] : INFO : Epoch 1547 | loss: 0.0312218 | val_loss: 0.0312226 | Time: 2159.99 ms
[2022-03-07 10:19:16 main:574] : INFO : Epoch 1548 | loss: 0.0312209 | val_loss: 0.0312202 | Time: 2162.75 ms
[2022-03-07 10:19:19 main:574] : INFO : Epoch 1549 | loss: 0.0312206 | val_loss: 0.0312193 | Time: 2170.22 ms
[2022-03-07 10:19:21 main:574] : INFO : Epoch 1550 | loss: 0.0312202 | val_loss: 0.0312192 | Time: 2168.81 ms
[2022-03-07 10:19:23 main:574] : INFO : Epoch 1551 | loss: 0.0312198 | val_loss: 0.0312188 | Time: 2142.54 ms
[2022-03-07 10:19:26 main:574] : INFO : Epoch 1552 | loss: 0.0312196 | val_loss: 0.0312202 | Time: 2148.2 ms
[2022-03-07 10:19:28 main:574] : INFO : Epoch 1553 | loss: 0.0312203 | val_loss: 0.0312189 | Time: 2144.25 ms
[2022-03-07 10:19:30 main:574] : INFO : Epoch 1554 | loss: 0.0312197 | val_loss: 0.0312186 | Time: 2136.87 ms
[2022-03-07 10:19:32 main:574] : INFO : Epoch 1555 | loss: 0.0312197 | val_loss: 0.0312187 | Time: 2148.54 ms
[2022-03-07 10:19:34 main:574] : INFO : Epoch 1556 | loss: 0.0312201 | val_loss: 0.0312196 | Time: 2156.95 ms
[2022-03-07 10:19:36 main:574] : INFO : Epoch 1557 | loss: 0.0312194 | val_loss: 0.0312175 | Time: 2151.92 ms
[2022-03-07 10:19:38 main:574] : INFO : Epoch 1558 | loss: 0.0312185 | val_loss: 0.0312178 | Time: 2149.01 ms
[2022-03-07 10:19:41 main:574] : INFO : Epoch 1559 | loss: 0.0312185 | val_loss: 0.0312177 | Time: 2158.7 ms
[2022-03-07 10:19:43 main:574] : INFO : Epoch 1560 | loss: 0.0312194 | val_loss: 0.0312173 | Time: 2151.36 ms
[2022-03-07 10:19:45 main:574] : INFO : Epoch 1561 | loss: 0.0312184 | val_loss: 0.0312168 | Time: 2148.09 ms
[2022-03-07 10:19:47 main:574] : INFO : Epoch 1562 | loss: 0.0312177 | val_loss: 0.0312166 | Time: 2146.78 ms
[2022-03-07 10:19:49 main:574] : INFO : Epoch 1563 | loss: 0.0312177 | val_loss: 0.0312165 | Time: 2131.06 ms
[2022-03-07 10:19:51 main:574] : INFO : Epoch 1564 | loss: 0.0312178 | val_loss: 0.031216 | Time: 2137.27 ms
[2022-03-07 10:19:53 main:574] : INFO : Epoch 1565 | loss: 0.0312171 | val_loss: 0.0312159 | Time: 2145.78 ms
[2022-03-07 10:19:56 main:574] : INFO : Epoch 1566 | loss: 0.0312174 | val_loss: 0.0312168 | Time: 2149.99 ms
[2022-03-07 10:19:58 main:574] : INFO : Epoch 1567 | loss: 0.0312167 | val_loss: 0.0312162 | Time: 2152.44 ms
[2022-03-07 10:20:00 main:574] : INFO : Epoch 1568 | loss: 0.0312177 | val_loss: 0.0312146 | Time: 2153.08 ms
[2022-03-07 10:20:02 main:574] : INFO : Epoch 1569 | loss: 0.031216 | val_loss: 0.0312138 | Time: 2156.81 ms
[2022-03-07 10:20:04 main:574] : INFO : Epoch 1570 | loss: 0.0312154 | val_loss: 0.0312152 | Time: 2149.69 ms
[2022-03-07 10:20:06 main:574] : INFO : Epoch 1571 | loss: 0.0312161 | val_loss: 0.0312147 | Time: 2143.95 ms
[2022-03-07 10:20:09 main:574] : INFO : Epoch 1572 | loss: 0.0312152 | val_loss: 0.0312127 | Time: 2146.57 ms
[2022-03-07 10:20:11 main:574] : INFO : Epoch 1573 | loss: 0.0312142 | val_loss: 0.0312135 | Time: 2137 ms
[2022-03-07 10:20:13 main:574] : INFO : Epoch 1574 | loss: 0.0312139 | val_loss: 0.0312121 | Time: 2141.64 ms
[2022-03-07 10:20:15 main:574] : INFO : Epoch 1575 | loss: 0.0312142 | val_loss: 0.0312147 | Time: 2151.3 ms
[2022-03-07 10:20:17 main:574] : INFO : Epoch 1576 | loss: 0.0312139 | val_loss: 0.0312116 | Time: 2154.84 ms
[2022-03-07 10:20:19 main:574] : INFO : Epoch 1577 | loss: 0.0312134 | val_loss: 0.0312119 | Time: 2151.67 ms
[2022-03-07 10:20:21 main:574] : INFO : Epoch 1578 | loss: 0.0312132 | val_loss: 0.031212 | Time: 2152.48 ms
[2022-03-07 10:20:24 main:574] : INFO : Epoch 1579 | loss: 0.0312133 | val_loss: 0.0312111 | Time: 2151.75 ms
[2022-03-07 10:20:26 main:574] : INFO : Epoch 1580 | loss: 0.031213 | val_loss: 0.0312111 | Time: 2144 ms
[2022-03-07 10:20:28 main:574] : INFO : Epoch 1581 | loss: 0.0312131 | val_loss: 0.0312108 | Time: 2148.36 ms
[2022-03-07 10:20:30 main:574] : INFO : Epoch 1582 | loss: 0.0312125 | val_loss: 0.0312107 | Time: 2136.25 ms
[2022-03-07 10:20:32 main:574] : INFO : Epoch 1583 | loss: 0.0312124 | val_loss: 0.0312111 | Time: 2135.87 ms
[2022-03-07 10:20:34 main:574] : INFO : Epoch 1584 | loss: 0.0312129 | val_loss: 0.0312104 | Time: 2144.24 ms
[2022-03-07 10:20:36 main:574] : INFO : Epoch 1585 | loss: 0.0312145 | val_loss: 0.0312164 | Time: 2156.83 ms
[2022-03-07 10:20:39 main:574] : INFO : Epoch 1586 | loss: 0.0312152 | val_loss: 0.0312103 | Time: 2158.87 ms
[2022-03-07 10:20:41 main:574] : INFO : Epoch 1587 | loss: 0.0312121 | val_loss: 0.0312102 | Time: 2159.56 ms
[2022-03-07 10:20:43 main:574] : INFO : Epoch 1588 | loss: 0.0312119 | val_loss: 0.0312102 | Time: 2155.24 ms
[2022-03-07 10:20:45 main:574] : INFO : Epoch 1589 | loss: 0.0312119 | val_loss: 0.0312098 | Time: 2152.4 ms
[2022-03-07 10:20:47 main:574] : INFO : Epoch 1590 | loss: 0.0312116 | val_loss: 0.0312112 | Time: 2161.57 ms
[2022-03-07 10:20:49 main:574] : INFO : Epoch 1591 | loss: 0.0312129 | val_loss: 0.0312127 | Time: 2159.05 ms
[2022-03-07 10:20:52 main:574] : INFO : Epoch 1592 | loss: 0.0312128 | val_loss: 0.0312096 | Time: 2158.8 ms
[2022-03-07 10:20:54 main:574] : INFO : Epoch 1593 | loss: 0.0312114 | val_loss: 0.0312094 | Time: 2161.63 ms
[2022-03-07 10:20:56 main:574] : INFO : Epoch 1594 | loss: 0.0312109 | val_loss: 0.031209 | Time: 2160.06 ms
[2022-03-07 10:20:58 main:574] : INFO : Epoch 1595 | loss: 0.0312109 | val_loss: 0.0312098 | Time: 2161.95 ms
[2022-03-07 10:21:00 main:574] : INFO : Epoch 1596 | loss: 0.0312105 | val_loss: 0.0312086 | Time: 2162.48 ms
[2022-03-07 10:21:02 main:574] : INFO : Epoch 1597 | loss: 0.0312106 | val_loss: 0.0312104 | Time: 2163.42 ms
[2022-03-07 10:21:05 main:574] : INFO : Epoch 1598 | loss: 0.0312108 | val_loss: 0.0312089 | Time: 2160.46 ms
[2022-03-07 10:21:07 main:574] : INFO : Epoch 1599 | loss: 0.0312103 | val_loss: 0.0312081 | Time: 2157.62 ms
[2022-03-07 10:21:09 main:574] : INFO : Epoch 1600 | loss: 0.0312105 | val_loss: 0.0312079 | Time: 2155.55 ms
[2022-03-07 10:21:11 main:574] : INFO : Epoch 1601 | loss: 0.0312099 | val_loss: 0.0312082 | Time: 2156.74 ms
[2022-03-07 10:21:13 main:574] : INFO : Epoch 1602 | loss: 0.0312103 | val_loss: 0.0312078 | Time: 2150.69 ms
[2022-03-07 10:21:15 main:574] : INFO : Epoch 1603 | loss: 0.0312097 | val_loss: 0.0312097 | Time: 2142.87 ms
[2022-03-07 10:21:18 main:574] : INFO : Epoch 1604 | loss: 0.0312121 | val_loss: 0.0312093 | Time: 2140.8 ms
[2022-03-07 10:21:20 main:574] : INFO : Epoch 1605 | loss: 0.0312105 | val_loss: 0.0312072 | Time: 2135.82 ms
[2022-03-07 10:21:22 main:574] : INFO : Epoch 1606 | loss: 0.0312116 | val_loss: 0.0312068 | Time: 2143.21 ms
[2022-03-07 10:21:24 main:574] : INFO : Epoch 1607 | loss: 0.0312101 | val_loss: 0.0312077 | Time: 2146.36 ms
[2022-03-07 10:21:26 main:574] : INFO : Epoch 1608 | loss: 0.0312126 | val_loss: 0.0312153 | Time: 2161.71 ms
[2022-03-07 10:21:28 main:574] : INFO : Epoch 1609 | loss: 0.0312299 | val_loss: 0.0312237 | Time: 2152.38 ms
[2022-03-07 10:21:30 main:574] : INFO : Epoch 1610 | loss: 0.0312126 | val_loss: 0.0312073 | Time: 2150.75 ms
[2022-03-07 10:21:33 main:574] : INFO : Epoch 1611 | loss: 0.0312095 | val_loss: 0.0312067 | Time: 2157.85 ms
[2022-03-07 10:21:35 main:574] : INFO : Epoch 1612 | loss: 0.0312093 | val_loss: 0.031207 | Time: 2157.91 ms
[2022-03-07 10:21:37 main:574] : INFO : Epoch 1613 | loss: 0.0312106 | val_loss: 0.0312063 | Time: 2152.34 ms
[2022-03-07 10:21:39 main:574] : INFO : Epoch 1614 | loss: 0.0312091 | val_loss: 0.0312069 | Time: 2146.77 ms
[2022-03-07 10:21:41 main:574] : INFO : Epoch 1615 | loss: 0.0312084 | val_loss: 0.031206 | Time: 2134.87 ms
[2022-03-07 10:21:43 main:574] : INFO : Epoch 1616 | loss: 0.0312084 | val_loss: 0.0312081 | Time: 2149.13 ms
[2022-03-07 10:21:45 main:574] : INFO : Epoch 1617 | loss: 0.031218 | val_loss: 0.0312121 | Time: 2153.34 ms
[2022-03-07 10:21:48 main:574] : INFO : Epoch 1618 | loss: 0.0312124 | val_loss: 0.0312088 | Time: 2154.37 ms
[2022-03-07 10:21:50 main:574] : INFO : Epoch 1619 | loss: 0.0312129 | val_loss: 0.0312126 | Time: 2152.3 ms
[2022-03-07 10:21:52 main:574] : INFO : Epoch 1620 | loss: 0.031211 | val_loss: 0.0312108 | Time: 2135.98 ms
[2022-03-07 10:21:54 main:574] : INFO : Epoch 1621 | loss: 0.0312108 | val_loss: 0.0312107 | Time: 2144.37 ms
[2022-03-07 10:21:56 main:574] : INFO : Epoch 1622 | loss: 0.0312102 | val_loss: 0.0312081 | Time: 2143.94 ms
[2022-03-07 10:21:58 main:574] : INFO : Epoch 1623 | loss: 0.0312099 | val_loss: 0.0312057 | Time: 2151.1 ms
[2022-03-07 10:22:01 main:574] : INFO : Epoch 1624 | loss: 0.0312084 | val_loss: 0.0312064 | Time: 2149.01 ms
[2022-03-07 10:22:03 main:574] : INFO : Epoch 1625 | loss: 0.0312169 | val_loss: 0.0312261 | Time: 2151.27 ms
[2022-03-07 10:22:05 main:574] : INFO : Epoch 1626 | loss: 0.0312151 | val_loss: 0.0312069 | Time: 2153.3 ms
[2022-03-07 10:22:07 main:574] : INFO : Epoch 1627 | loss: 0.0312083 | val_loss: 0.0312067 | Time: 2159.35 ms
[2022-03-07 10:22:09 main:574] : INFO : Epoch 1628 | loss: 0.031208 | val_loss: 0.0312058 | Time: 2152.09 ms
[2022-03-07 10:22:11 main:574] : INFO : Epoch 1629 | loss: 0.0312081 | val_loss: 0.0312078 | Time: 2152.02 ms
[2022-03-07 10:22:13 main:574] : INFO : Epoch 1630 | loss: 0.0312096 | val_loss: 0.0312073 | Time: 2144.68 ms
[2022-03-07 10:22:16 main:574] : INFO : Epoch 1631 | loss: 0.0312116 | val_loss: 0.0312268 | Time: 2146.39 ms
[2022-03-07 10:22:18 main:574] : INFO : Epoch 1632 | loss: 0.0312257 | val_loss: 0.0312068 | Time: 2140.01 ms
[2022-03-07 10:22:20 main:574] : INFO : Epoch 1633 | loss: 0.0312092 | val_loss: 0.0312058 | Time: 2142.66 ms
[2022-03-07 10:22:22 main:574] : INFO : Epoch 1634 | loss: 0.0312077 | val_loss: 0.0312053 | Time: 2146.71 ms
[2022-03-07 10:22:24 main:574] : INFO : Epoch 1635 | loss: 0.0312077 | val_loss: 0.0312084 | Time: 2151.76 ms
[2022-03-07 10:22:26 main:574] : INFO : Epoch 1636 | loss: 0.0312094 | val_loss: 0.0312046 | Time: 2158.28 ms
[2022-03-07 10:22:29 main:574] : INFO : Epoch 1637 | loss: 0.0312093 | val_loss: 0.0312078 | Time: 2156.37 ms
[2022-03-07 10:22:31 main:574] : INFO : Epoch 1638 | loss: 0.0312099 | val_loss: 0.0312064 | Time: 2153.86 ms
[2022-03-07 10:22:33 main:574] : INFO : Epoch 1639 | loss: 0.0312089 | val_loss: 0.0312057 | Time: 2153.71 ms
[2022-03-07 10:22:35 main:574] : INFO : Epoch 1640 | loss: 0.0312092 | val_loss: 0.031204 | Time: 2159.89 ms
[2022-03-07 10:22:37 main:574] : INFO : Epoch 1641 | loss: 0.031214 | val_loss: 0.0312196 | Time: 2162.63 ms
[2022-03-07 10:22:39 main:574] : INFO : Epoch 1642 | loss: 0.0312177 | val_loss: 0.0312126 | Time: 2146.02 ms
[2022-03-07 10:22:41 main:574] : INFO : Epoch 1643 | loss: 0.0312102 | val_loss: 0.0312039 | Time: 2154.6 ms
[2022-03-07 10:22:44 main:574] : INFO : Epoch 1644 | loss: 0.0312079 | val_loss: 0.0312053 | Time: 2149.1 ms
[2022-03-07 10:22:46 main:574] : INFO : Epoch 1645 | loss: 0.0312088 | val_loss: 0.0312047 | Time: 2140.35 ms
[2022-03-07 10:22:48 main:574] : INFO : Epoch 1646 | loss: 0.0312103 | val_loss: 0.0312071 | Time: 2139.47 ms
[2022-03-07 10:22:50 main:574] : INFO : Epoch 1647 | loss: 0.0312095 | val_loss: 0.0312056 | Time: 2149.17 ms
[2022-03-07 10:22:52 main:574] : INFO : Epoch 1648 | loss: 0.031208 | val_loss: 0.0312044 | Time: 2151.75 ms
[2022-03-07 10:22:54 main:574] : INFO : Epoch 1649 | loss: 0.0312077 | val_loss: 0.0312057 | Time: 2151.06 ms
[2022-03-07 10:22:56 main:574] : INFO : Epoch 1650 | loss: 0.0312085 | val_loss: 0.0312058 | Time: 2157.15 ms
[2022-03-07 10:22:59 main:574] : INFO : Epoch 1651 | loss: 0.0312068 | val_loss: 0.031204 | Time: 2153.51 ms
[2022-03-07 10:23:01 main:574] : INFO : Epoch 1652 | loss: 0.0312158 | val_loss: 0.0312178 | Time: 2157.74 ms
[2022-03-07 10:23:03 main:574] : INFO : Epoch 1653 | loss: 0.0312099 | val_loss: 0.0312047 | Time: 2148.7 ms
[2022-03-07 10:23:05 main:574] : INFO : Epoch 1654 | loss: 0.0312097 | val_loss: 0.0312037 | Time: 2155.43 ms
[2022-03-07 10:23:07 main:574] : INFO : Epoch 1655 | loss: 0.0312067 | val_loss: 0.031214 | Time: 2158.98 ms
[2022-03-07 10:23:09 main:574] : INFO : Epoch 1656 | loss: 0.031214 | val_loss: 0.0312211 | Time: 2154.13 ms
[2022-03-07 10:23:12 main:574] : INFO : Epoch 1657 | loss: 0.0312137 | val_loss: 0.031221 | Time: 2151.28 ms
[2022-03-07 10:23:14 main:574] : INFO : Epoch 1658 | loss: 0.0312266 | val_loss: 0.0312096 | Time: 2150.37 ms
[2022-03-07 10:23:16 main:574] : INFO : Epoch 1659 | loss: 0.0312094 | val_loss: 0.0312095 | Time: 2144.7 ms
[2022-03-07 10:23:18 main:574] : INFO : Epoch 1660 | loss: 0.0312076 | val_loss: 0.031207 | Time: 2140.06 ms
[2022-03-07 10:23:20 main:574] : INFO : Epoch 1661 | loss: 0.0312064 | val_loss: 0.0312036 | Time: 2139.42 ms
[2022-03-07 10:23:22 main:574] : INFO : Epoch 1662 | loss: 0.0312065 | val_loss: 0.0312053 | Time: 2143.86 ms
[2022-03-07 10:23:24 main:574] : INFO : Epoch 1663 | loss: 0.0312062 | val_loss: 0.031204 | Time: 2149.47 ms
[2022-03-07 10:23:27 main:574] : INFO : Epoch 1664 | loss: 0.0312065 | val_loss: 0.0312098 | Time: 2149.88 ms
[2022-03-07 10:23:29 main:574] : INFO : Epoch 1665 | loss: 0.0312074 | val_loss: 0.0312066 | Time: 2151.24 ms
[2022-03-07 10:23:31 main:574] : INFO : Epoch 1666 | loss: 0.0312064 | val_loss: 0.0312066 | Time: 2151.26 ms
[2022-03-07 10:23:33 main:574] : INFO : Epoch 1667 | loss: 0.0312073 | val_loss: 0.031206 | Time: 2146.57 ms
[2022-03-07 10:23:35 main:574] : INFO : Epoch 1668 | loss: 0.0312082 | val_loss: 0.0312063 | Time: 2137.48 ms
[2022-03-07 10:23:37 main:574] : INFO : Epoch 1669 | loss: 0.0312065 | val_loss: 0.0312093 | Time: 2139.99 ms
[2022-03-07 10:23:40 main:574] : INFO : Epoch 1670 | loss: 0.0312108 | val_loss: 0.0312089 | Time: 2139.62 ms
[2022-03-07 10:23:42 main:574] : INFO : Epoch 1671 | loss: 0.0312069 | val_loss: 0.0312095 | Time: 2154.77 ms
[2022-03-07 10:23:44 main:574] : INFO : Epoch 1672 | loss: 0.0312163 | val_loss: 0.0312075 | Time: 2152.67 ms
[2022-03-07 10:23:46 main:574] : INFO : Epoch 1673 | loss: 0.0312065 | val_loss: 0.0312032 | Time: 2150.97 ms
[2022-03-07 10:23:48 main:574] : INFO : Epoch 1674 | loss: 0.0312058 | val_loss: 0.0312046 | Time: 2152.27 ms
[2022-03-07 10:23:50 main:574] : INFO : Epoch 1675 | loss: 0.0312124 | val_loss: 0.0312069 | Time: 2155.74 ms
[2022-03-07 10:23:52 main:574] : INFO : Epoch 1676 | loss: 0.03121 | val_loss: 0.0312142 | Time: 2154.19 ms
[2022-03-07 10:23:55 main:574] : INFO : Epoch 1677 | loss: 0.0312095 | val_loss: 0.0312062 | Time: 2153.77 ms
[2022-03-07 10:23:57 main:574] : INFO : Epoch 1678 | loss: 0.0312051 | val_loss: 0.0312048 | Time: 2149.79 ms
[2022-03-07 10:23:59 main:574] : INFO : Epoch 1679 | loss: 0.0312066 | val_loss: 0.0312064 | Time: 2148.18 ms
[2022-03-07 10:24:01 main:574] : INFO : Epoch 1680 | loss: 0.0312056 | val_loss: 0.0312031 | Time: 2140.39 ms
[2022-03-07 10:24:03 main:574] : INFO : Epoch 1681 | loss: 0.0312071 | val_loss: 0.0312031 | Time: 2134.58 ms
[2022-03-07 10:24:05 main:574] : INFO : Epoch 1682 | loss: 0.0312082 | val_loss: 0.0312059 | Time: 2143.59 ms
[2022-03-07 10:24:07 main:574] : INFO : Epoch 1683 | loss: 0.0312093 | val_loss: 0.0312146 | Time: 2155.34 ms
[2022-03-07 10:24:10 main:574] : INFO : Epoch 1684 | loss: 0.0312105 | val_loss: 0.0312051 | Time: 2155.88 ms
[2022-03-07 10:24:12 main:574] : INFO : Epoch 1685 | loss: 0.0312057 | val_loss: 0.031205 | Time: 2158.21 ms
[2022-03-07 10:24:14 main:574] : INFO : Epoch 1686 | loss: 0.0312094 | val_loss: 0.0312044 | Time: 2154.26 ms
[2022-03-07 10:24:16 main:574] : INFO : Epoch 1687 | loss: 0.0312062 | val_loss: 0.0312027 | Time: 2146.09 ms
[2022-03-07 10:24:18 main:574] : INFO : Epoch 1688 | loss: 0.0312095 | val_loss: 0.0312262 | Time: 2155.68 ms
[2022-03-07 10:24:20 main:574] : INFO : Epoch 1689 | loss: 0.0312153 | val_loss: 0.0312062 | Time: 2153.62 ms
[2022-03-07 10:24:23 main:574] : INFO : Epoch 1690 | loss: 0.0312077 | val_loss: 0.0312029 | Time: 2147.87 ms
[2022-03-07 10:24:25 main:574] : INFO : Epoch 1691 | loss: 0.0312044 | val_loss: 0.0312056 | Time: 2140.2 ms
[2022-03-07 10:24:27 main:574] : INFO : Epoch 1692 | loss: 0.0312047 | val_loss: 0.0312023 | Time: 2140.98 ms
[2022-03-07 10:24:29 main:574] : INFO : Epoch 1693 | loss: 0.0312062 | val_loss: 0.0312061 | Time: 2143.66 ms
[2022-03-07 10:24:31 main:574] : INFO : Epoch 1694 | loss: 0.0312052 | val_loss: 0.0312073 | Time: 2144.15 ms
[2022-03-07 10:24:33 main:574] : INFO : Epoch 1695 | loss: 0.0312108 | val_loss: 0.0312044 | Time: 2153.24 ms
[2022-03-07 10:24:35 main:574] : INFO : Epoch 1696 | loss: 0.0312093 | val_loss: 0.0312056 | Time: 2153.72 ms
[2022-03-07 10:24:38 main:574] : INFO : Epoch 1697 | loss: 0.0312066 | val_loss: 0.0312106 | Time: 2156.91 ms
[2022-03-07 10:24:40 main:574] : INFO : Epoch 1698 | loss: 0.03121 | val_loss: 0.0312114 | Time: 2153.44 ms
[2022-03-07 10:24:42 main:574] : INFO : Epoch 1699 | loss: 0.0312097 | val_loss: 0.0312101 | Time: 2158.09 ms
[2022-03-07 10:24:44 main:574] : INFO : Epoch 1700 | loss: 0.0312057 | val_loss: 0.031202 | Time: 2162.79 ms
[2022-03-07 10:24:46 main:574] : INFO : Epoch 1701 | loss: 0.0312046 | val_loss: 0.0312042 | Time: 2152.76 ms
[2022-03-07 10:24:48 main:574] : INFO : Epoch 1702 | loss: 0.0312047 | val_loss: 0.0312019 | Time: 2159.96 ms
[2022-03-07 10:24:51 main:574] : INFO : Epoch 1703 | loss: 0.0312042 | val_loss: 0.031203 | Time: 2153.23 ms
[2022-03-07 10:24:53 main:574] : INFO : Epoch 1704 | loss: 0.0312032 | val_loss: 0.031202 | Time: 2150.02 ms
[2022-03-07 10:24:55 main:574] : INFO : Epoch 1705 | loss: 0.0312044 | val_loss: 0.0312023 | Time: 2145.56 ms
[2022-03-07 10:24:57 main:574] : INFO : Epoch 1706 | loss: 0.0312054 | val_loss: 0.0312065 | Time: 2145.31 ms
[2022-03-07 10:24:59 main:574] : INFO : Epoch 1707 | loss: 0.0312059 | val_loss: 0.0312137 | Time: 2138.33 ms
[2022-03-07 10:25:01 main:574] : INFO : Epoch 1708 | loss: 0.0312062 | val_loss: 0.0312029 | Time: 2146.48 ms
[2022-03-07 10:25:03 main:574] : INFO : Epoch 1709 | loss: 0.0312036 | val_loss: 0.0312059 | Time: 2147.19 ms
[2022-03-07 10:25:06 main:574] : INFO : Epoch 1710 | loss: 0.0312056 | val_loss: 0.0312018 | Time: 2155.22 ms
[2022-03-07 10:25:08 main:574] : INFO : Epoch 1711 | loss: 0.0312038 | val_loss: 0.0312071 | Time: 2150.32 ms
[2022-03-07 10:25:10 main:574] : INFO : Epoch 1712 | loss: 0.0312056 | val_loss: 0.0312083 | Time: 2156.43 ms
[2022-03-07 10:25:12 main:574] : INFO : Epoch 1713 | loss: 0.0312076 | val_loss: 0.0312029 | Time: 2152.33 ms
[2022-03-07 10:25:14 main:574] : INFO : Epoch 1714 | loss: 0.0312038 | val_loss: 0.0312065 | Time: 2155.92 ms
[2022-03-07 10:25:16 main:574] : INFO : Epoch 1715 | loss: 0.0312052 | val_loss: 0.0312015 | Time: 2151.15 ms
[2022-03-07 10:25:19 main:574] : INFO : Epoch 1716 | loss: 0.0312044 | val_loss: 0.0312064 | Time: 2150.6 ms
[2022-03-07 10:25:21 main:574] : INFO : Epoch 1717 | loss: 0.0312063 | val_loss: 0.0312057 | Time: 2141.51 ms
[2022-03-07 10:25:23 main:574] : INFO : Epoch 1718 | loss: 0.0312046 | val_loss: 0.0312021 | Time: 2133.78 ms
[2022-03-07 10:25:25 main:574] : INFO : Epoch 1719 | loss: 0.0312055 | val_loss: 0.0312058 | Time: 2144.79 ms
[2022-03-07 10:25:27 main:574] : INFO : Epoch 1720 | loss: 0.0312096 | val_loss: 0.0312051 | Time: 2152.3 ms
[2022-03-07 10:25:29 main:574] : INFO : Epoch 1721 | loss: 0.031205 | val_loss: 0.0312008 | Time: 2150.55 ms
[2022-03-07 10:25:31 main:574] : INFO : Epoch 1722 | loss: 0.0312014 | val_loss: 0.0312008 | Time: 2157.1 ms
[2022-03-07 10:25:34 main:574] : INFO : Epoch 1723 | loss: 0.0312028 | val_loss: 0.0312022 | Time: 2155.12 ms
[2022-03-07 10:25:36 main:574] : INFO : Epoch 1724 | loss: 0.0312029 | val_loss: 0.0312058 | Time: 2157.65 ms
[2022-03-07 10:25:38 main:574] : INFO : Epoch 1725 | loss: 0.0312135 | val_loss: 0.0312214 | Time: 2149.31 ms
[2022-03-07 10:25:40 main:574] : INFO : Epoch 1726 | loss: 0.0312079 | val_loss: 0.0312097 | Time: 2141.51 ms
[2022-03-07 10:25:42 main:574] : INFO : Epoch 1727 | loss: 0.0312064 | val_loss: 0.0312008 | Time: 2141.26 ms
[2022-03-07 10:25:44 main:574] : INFO : Epoch 1728 | loss: 0.0312028 | val_loss: 0.0312042 | Time: 2134.91 ms
[2022-03-07 10:25:46 main:574] : INFO : Epoch 1729 | loss: 0.0312061 | val_loss: 0.0312031 | Time: 2147.55 ms
[2022-03-07 10:25:49 main:574] : INFO : Epoch 1730 | loss: 0.0312044 | val_loss: 0.0312114 | Time: 2152.02 ms
[2022-03-07 10:25:51 main:574] : INFO : Epoch 1731 | loss: 0.0312086 | val_loss: 0.0312022 | Time: 2146.13 ms
[2022-03-07 10:25:53 main:574] : INFO : Epoch 1732 | loss: 0.0312036 | val_loss: 0.0312002 | Time: 2154.75 ms
[2022-03-07 10:25:55 main:574] : INFO : Epoch 1733 | loss: 0.0312034 | val_loss: 0.0312028 | Time: 2157.48 ms
[2022-03-07 10:25:57 main:574] : INFO : Epoch 1734 | loss: 0.0312043 | val_loss: 0.0312296 | Time: 2154.88 ms
[2022-03-07 10:25:59 main:574] : INFO : Epoch 1735 | loss: 0.0312108 | val_loss: 0.0312094 | Time: 2154.12 ms
[2022-03-07 10:26:02 main:574] : INFO : Epoch 1736 | loss: 0.0312144 | val_loss: 0.0312371 | Time: 2149.42 ms
[2022-03-07 10:26:04 main:574] : INFO : Epoch 1737 | loss: 0.0312083 | val_loss: 0.0312064 | Time: 2144.05 ms
[2022-03-07 10:26:06 main:574] : INFO : Epoch 1738 | loss: 0.0312013 | val_loss: 0.0312021 | Time: 2141.96 ms
[2022-03-07 10:26:08 main:574] : INFO : Epoch 1739 | loss: 0.0311983 | val_loss: 0.0311975 | Time: 2146.88 ms
[2022-03-07 10:26:10 main:574] : INFO : Epoch 1740 | loss: 0.0311995 | val_loss: 0.031198 | Time: 2140.41 ms
[2022-03-07 10:26:12 main:574] : INFO : Epoch 1741 | loss: 0.031204 | val_loss: 0.0311939 | Time: 2149.8 ms
[2022-03-07 10:26:14 main:574] : INFO : Epoch 1742 | loss: 0.0312004 | val_loss: 0.0311927 | Time: 2156.29 ms
[2022-03-07 10:26:17 main:574] : INFO : Epoch 1743 | loss: 0.0311937 | val_loss: 0.0311928 | Time: 2152.74 ms
[2022-03-07 10:26:19 main:574] : INFO : Epoch 1744 | loss: 0.031197 | val_loss: 0.031203 | Time: 2160.95 ms
[2022-03-07 10:26:21 main:574] : INFO : Epoch 1745 | loss: 0.031197 | val_loss: 0.0311998 | Time: 2156.37 ms
[2022-03-07 10:26:23 main:574] : INFO : Epoch 1746 | loss: 0.0311948 | val_loss: 0.0311964 | Time: 2155.42 ms
[2022-03-07 10:26:25 main:574] : INFO : Epoch 1747 | loss: 0.0311934 | val_loss: 0.0311906 | Time: 2152.5 ms
[2022-03-07 10:26:27 main:574] : INFO : Epoch 1748 | loss: 0.0311924 | val_loss: 0.0311856 | Time: 2152.55 ms
[2022-03-07 10:26:30 main:574] : INFO : Epoch 1749 | loss: 0.0311926 | val_loss: 0.0311938 | Time: 2149.53 ms
[2022-03-07 10:26:32 main:574] : INFO : Epoch 1750 | loss: 0.0311911 | val_loss: 0.031192 | Time: 2142.83 ms
[2022-03-07 10:26:34 main:574] : INFO : Epoch 1751 | loss: 0.03119 | val_loss: 0.031185 | Time: 2134.55 ms
[2022-03-07 10:26:36 main:574] : INFO : Epoch 1752 | loss: 0.0311942 | val_loss: 0.0311894 | Time: 2145.93 ms
[2022-03-07 10:26:38 main:574] : INFO : Epoch 1753 | loss: 0.0311924 | val_loss: 0.0311859 | Time: 2143.43 ms
[2022-03-07 10:26:40 main:574] : INFO : Epoch 1754 | loss: 0.031192 | val_loss: 0.031191 | Time: 2149.78 ms
[2022-03-07 10:26:42 main:574] : INFO : Epoch 1755 | loss: 0.0311942 | val_loss: 0.0311847 | Time: 2150.02 ms
[2022-03-07 10:26:45 main:574] : INFO : Epoch 1756 | loss: 0.0311905 | val_loss: 0.0311929 | Time: 2149.34 ms
[2022-03-07 10:26:47 main:574] : INFO : Epoch 1757 | loss: 0.0311888 | val_loss: 0.0311876 | Time: 2150.42 ms
[2022-03-07 10:26:49 main:574] : INFO : Epoch 1758 | loss: 0.0311872 | val_loss: 0.0311865 | Time: 2144.07 ms
[2022-03-07 10:26:51 main:574] : INFO : Epoch 1759 | loss: 0.0311862 | val_loss: 0.0311885 | Time: 2140.01 ms
[2022-03-07 10:26:53 main:574] : INFO : Epoch 1760 | loss: 0.0311904 | val_loss: 0.0311839 | Time: 2132.39 ms
[2022-03-07 10:26:55 main:574] : INFO : Epoch 1761 | loss: 0.0311865 | val_loss: 0.0311941 | Time: 2148.81 ms
[2022-03-07 10:26:57 main:574] : INFO : Epoch 1762 | loss: 0.0311871 | val_loss: 0.0311853 | Time: 2151.03 ms
[2022-03-07 10:27:00 main:574] : INFO : Epoch 1763 | loss: 0.0311905 | val_loss: 0.0312096 | Time: 2152 ms
[2022-03-07 10:27:02 main:574] : INFO : Epoch 1764 | loss: 0.0311942 | val_loss: 0.0311861 | Time: 2150.75 ms
[2022-03-07 10:27:04 main:574] : INFO : Epoch 1765 | loss: 0.0311918 | val_loss: 0.0311927 | Time: 2153.79 ms
[2022-03-07 10:27:06 main:574] : INFO : Epoch 1766 | loss: 0.0311976 | val_loss: 0.0311855 | Time: 2152.06 ms
[2022-03-07 10:27:08 main:574] : INFO : Epoch 1767 | loss: 0.0311916 | val_loss: 0.0311872 | Time: 2151.21 ms
[2022-03-07 10:27:10 main:574] : INFO : Epoch 1768 | loss: 0.0311888 | val_loss: 0.0311923 | Time: 2146.6 ms
[2022-03-07 10:27:13 main:574] : INFO : Epoch 1769 | loss: 0.0311943 | val_loss: 0.0311893 | Time: 2153.77 ms
[2022-03-07 10:27:15 main:574] : INFO : Epoch 1770 | loss: 0.0311878 | val_loss: 0.0311871 | Time: 2140.06 ms
[2022-03-07 10:27:17 main:574] : INFO : Epoch 1771 | loss: 0.0311892 | val_loss: 0.0311851 | Time: 2140.53 ms
[2022-03-07 10:27:19 main:574] : INFO : Epoch 1772 | loss: 0.0311877 | val_loss: 0.0311922 | Time: 2141.88 ms
[2022-03-07 10:27:21 main:574] : INFO : Epoch 1773 | loss: 0.0311909 | val_loss: 0.0311868 | Time: 2150.5 ms
[2022-03-07 10:27:23 main:574] : INFO : Epoch 1774 | loss: 0.0311884 | val_loss: 0.0311882 | Time: 2158.78 ms
[2022-03-07 10:27:25 main:574] : INFO : Epoch 1775 | loss: 0.0311848 | val_loss: 0.0311853 | Time: 2156.81 ms
[2022-03-07 10:27:28 main:574] : INFO : Epoch 1776 | loss: 0.0311865 | val_loss: 0.0311974 | Time: 2153.84 ms
[2022-03-07 10:27:30 main:574] : INFO : Epoch 1777 | loss: 0.031188 | val_loss: 0.0311908 | Time: 2153.16 ms
[2022-03-07 10:27:32 main:574] : INFO : Epoch 1778 | loss: 0.0311878 | val_loss: 0.0311891 | Time: 2159.83 ms
[2022-03-07 10:27:34 main:574] : INFO : Epoch 1779 | loss: 0.0311868 | val_loss: 0.0311972 | Time: 2159.34 ms
[2022-03-07 10:27:36 main:574] : INFO : Epoch 1780 | loss: 0.0311877 | val_loss: 0.0311883 | Time: 2150.72 ms
[2022-03-07 10:27:38 main:574] : INFO : Epoch 1781 | loss: 0.0311889 | val_loss: 0.031187 | Time: 2146.45 ms
[2022-03-07 10:27:41 main:574] : INFO : Epoch 1782 | loss: 0.0311895 | val_loss: 0.0312036 | Time: 2150.58 ms
[2022-03-07 10:27:43 main:574] : INFO : Epoch 1783 | loss: 0.0311987 | val_loss: 0.0311889 | Time: 2150.55 ms
[2022-03-07 10:27:45 main:574] : INFO : Epoch 1784 | loss: 0.0311908 | val_loss: 0.0311948 | Time: 2134.63 ms
[2022-03-07 10:27:47 main:574] : INFO : Epoch 1785 | loss: 0.0311872 | val_loss: 0.0311831 | Time: 2145.2 ms
[2022-03-07 10:27:49 main:574] : INFO : Epoch 1786 | loss: 0.0311849 | val_loss: 0.0311828 | Time: 2146.4 ms
[2022-03-07 10:27:51 main:574] : INFO : Epoch 1787 | loss: 0.0311826 | val_loss: 0.0311826 | Time: 2153.1 ms
[2022-03-07 10:27:53 main:574] : INFO : Epoch 1788 | loss: 0.0311907 | val_loss: 0.0311855 | Time: 2160.05 ms
[2022-03-07 10:27:56 main:574] : INFO : Epoch 1789 | loss: 0.0311869 | val_loss: 0.031182 | Time: 2153.78 ms
[2022-03-07 10:27:58 main:574] : INFO : Epoch 1790 | loss: 0.03119 | val_loss: 0.0311945 | Time: 2153.74 ms
[2022-03-07 10:28:00 main:574] : INFO : Epoch 1791 | loss: 0.0311948 | val_loss: 0.0311876 | Time: 2144.03 ms
[2022-03-07 10:28:02 main:574] : INFO : Epoch 1792 | loss: 0.0311851 | val_loss: 0.0311836 | Time: 2147.27 ms
[2022-03-07 10:28:04 main:574] : INFO : Epoch 1793 | loss: 0.0311869 | val_loss: 0.0311885 | Time: 2145.35 ms
[2022-03-07 10:28:06 main:574] : INFO : Epoch 1794 | loss: 0.031186 | val_loss: 0.0311851 | Time: 2139.52 ms
[2022-03-07 10:28:08 main:574] : INFO : Epoch 1795 | loss: 0.0311843 | val_loss: 0.0311903 | Time: 2144.72 ms
[2022-03-07 10:28:11 main:574] : INFO : Epoch 1796 | loss: 0.0311866 | val_loss: 0.0311865 | Time: 2154.52 ms
[2022-03-07 10:28:13 main:574] : INFO : Epoch 1797 | loss: 0.0311856 | val_loss: 0.0311907 | Time: 2153.51 ms
[2022-03-07 10:28:15 main:574] : INFO : Epoch 1798 | loss: 0.0311949 | val_loss: 0.0311827 | Time: 2161.85 ms
[2022-03-07 10:28:17 main:574] : INFO : Epoch 1799 | loss: 0.0311893 | val_loss: 0.0311871 | Time: 2155.67 ms
[2022-03-07 10:28:19 main:574] : INFO : Epoch 1800 | loss: 0.0311915 | val_loss: 0.0311964 | Time: 2157.12 ms
[2022-03-07 10:28:21 main:574] : INFO : Epoch 1801 | loss: 0.0311925 | val_loss: 0.0311895 | Time: 2153.71 ms
[2022-03-07 10:28:24 main:574] : INFO : Epoch 1802 | loss: 0.0311846 | val_loss: 0.0311838 | Time: 2155.61 ms
[2022-03-07 10:28:26 main:574] : INFO : Epoch 1803 | loss: 0.0311833 | val_loss: 0.0311844 | Time: 2151.71 ms
[2022-03-07 10:28:28 main:574] : INFO : Epoch 1804 | loss: 0.0311814 | val_loss: 0.0311871 | Time: 2145.32 ms
[2022-03-07 10:28:30 main:574] : INFO : Epoch 1805 | loss: 0.0311894 | val_loss: 0.0311971 | Time: 2137.45 ms
[2022-03-07 10:28:32 main:574] : INFO : Epoch 1806 | loss: 0.0311859 | val_loss: 0.0311832 | Time: 2136.19 ms
[2022-03-07 10:28:34 main:574] : INFO : Epoch 1807 | loss: 0.0311837 | val_loss: 0.0311914 | Time: 2146.49 ms
[2022-03-07 10:28:36 main:574] : INFO : Epoch 1808 | loss: 0.0311833 | val_loss: 0.0311832 | Time: 2153.02 ms
[2022-03-07 10:28:39 main:574] : INFO : Epoch 1809 | loss: 0.0311829 | val_loss: 0.0311807 | Time: 2152.14 ms
[2022-03-07 10:28:41 main:574] : INFO : Epoch 1810 | loss: 0.0311896 | val_loss: 0.0311864 | Time: 2159.99 ms
[2022-03-07 10:28:43 main:574] : INFO : Epoch 1811 | loss: 0.0311874 | val_loss: 0.031185 | Time: 2150.53 ms
[2022-03-07 10:28:45 main:574] : INFO : Epoch 1812 | loss: 0.0311891 | val_loss: 0.0311844 | Time: 2155.31 ms
[2022-03-07 10:28:47 main:574] : INFO : Epoch 1813 | loss: 0.0311935 | val_loss: 0.031184 | Time: 2152.92 ms
[2022-03-07 10:28:49 main:574] : INFO : Epoch 1814 | loss: 0.0311842 | val_loss: 0.0311819 | Time: 2151.36 ms
[2022-03-07 10:28:52 main:574] : INFO : Epoch 1815 | loss: 0.0311845 | val_loss: 0.0311809 | Time: 2142.81 ms
[2022-03-07 10:28:54 main:574] : INFO : Epoch 1816 | loss: 0.0311837 | val_loss: 0.0311849 | Time: 2139.16 ms
[2022-03-07 10:28:56 main:574] : INFO : Epoch 1817 | loss: 0.0311882 | val_loss: 0.0311948 | Time: 2139.47 ms
[2022-03-07 10:28:58 main:574] : INFO : Epoch 1818 | loss: 0.0311859 | val_loss: 0.0311855 | Time: 2143.11 ms
[2022-03-07 10:29:00 main:574] : INFO : Epoch 1819 | loss: 0.0311866 | val_loss: 0.0311842 | Time: 2147.9 ms
[2022-03-07 10:29:02 main:574] : INFO : Epoch 1820 | loss: 0.0311876 | val_loss: 0.0311867 | Time: 2156.58 ms
[2022-03-07 10:29:04 main:574] : INFO : Epoch 1821 | loss: 0.0311896 | val_loss: 0.0311827 | Time: 2151.43 ms
[2022-03-07 10:29:07 main:574] : INFO : Epoch 1822 | loss: 0.0311829 | val_loss: 0.0311799 | Time: 2140.25 ms
[2022-03-07 10:29:09 main:574] : INFO : Epoch 1823 | loss: 0.0311819 | val_loss: 0.0311818 | Time: 2140.92 ms
[2022-03-07 10:29:11 main:574] : INFO : Epoch 1824 | loss: 0.0311845 | val_loss: 0.0311881 | Time: 2134.3 ms
[2022-03-07 10:29:13 main:574] : INFO : Epoch 1825 | loss: 0.0311835 | val_loss: 0.0311797 | Time: 2145.83 ms
[2022-03-07 10:29:15 main:574] : INFO : Epoch 1826 | loss: 0.0311859 | val_loss: 0.0311847 | Time: 2145.28 ms
[2022-03-07 10:29:17 main:574] : INFO : Epoch 1827 | loss: 0.0311845 | val_loss: 0.031184 | Time: 2155.79 ms
[2022-03-07 10:29:19 main:574] : INFO : Epoch 1828 | loss: 0.0311847 | val_loss: 0.0311881 | Time: 2157.66 ms
[2022-03-07 10:29:22 main:574] : INFO : Epoch 1829 | loss: 0.0311846 | val_loss: 0.0311788 | Time: 2152.33 ms
[2022-03-07 10:29:24 main:574] : INFO : Epoch 1830 | loss: 0.0311819 | val_loss: 0.0311799 | Time: 2154.14 ms
[2022-03-07 10:29:26 main:574] : INFO : Epoch 1831 | loss: 0.0311822 | val_loss: 0.0311923 | Time: 2152.72 ms
[2022-03-07 10:29:28 main:574] : INFO : Epoch 1832 | loss: 0.0311888 | val_loss: 0.0311894 | Time: 2149.56 ms
[2022-03-07 10:29:30 main:574] : INFO : Epoch 1833 | loss: 0.0311819 | val_loss: 0.0311797 | Time: 2148.22 ms
[2022-03-07 10:29:32 main:574] : INFO : Epoch 1834 | loss: 0.0311831 | val_loss: 0.0311869 | Time: 2137.36 ms
[2022-03-07 10:29:34 main:574] : INFO : Epoch 1835 | loss: 0.031183 | val_loss: 0.031182 | Time: 2140.64 ms
[2022-03-07 10:29:37 main:574] : INFO : Epoch 1836 | loss: 0.0311805 | val_loss: 0.0311851 | Time: 2147.55 ms
[2022-03-07 10:29:39 main:574] : INFO : Epoch 1837 | loss: 0.0311857 | val_loss: 0.0311909 | Time: 2153.28 ms
[2022-03-07 10:29:41 main:574] : INFO : Epoch 1838 | loss: 0.0311828 | val_loss: 0.0311792 | Time: 2148.46 ms
[2022-03-07 10:29:43 main:574] : INFO : Epoch 1839 | loss: 0.0311787 | val_loss: 0.0311784 | Time: 2152.42 ms
[2022-03-07 10:29:45 main:574] : INFO : Epoch 1840 | loss: 0.0311832 | val_loss: 0.0311789 | Time: 2157.48 ms
[2022-03-07 10:29:47 main:574] : INFO : Epoch 1841 | loss: 0.0311804 | val_loss: 0.0311783 | Time: 2154.31 ms
[2022-03-07 10:29:50 main:574] : INFO : Epoch 1842 | loss: 0.0311793 | val_loss: 0.0311805 | Time: 2151.14 ms
[2022-03-07 10:29:52 main:574] : INFO : Epoch 1843 | loss: 0.0311781 | val_loss: 0.0311776 | Time: 2155.32 ms
[2022-03-07 10:29:54 main:574] : INFO : Epoch 1844 | loss: 0.031187 | val_loss: 0.0311967 | Time: 2149.05 ms
[2022-03-07 10:29:56 main:574] : INFO : Epoch 1845 | loss: 0.0311909 | val_loss: 0.0311773 | Time: 2150.34 ms
[2022-03-07 10:29:58 main:574] : INFO : Epoch 1846 | loss: 0.0311838 | val_loss: 0.0311913 | Time: 2135.65 ms
[2022-03-07 10:30:00 main:574] : INFO : Epoch 1847 | loss: 0.0311821 | val_loss: 0.0311786 | Time: 2141.32 ms
[2022-03-07 10:30:02 main:574] : INFO : Epoch 1848 | loss: 0.0311787 | val_loss: 0.0311794 | Time: 2148.23 ms
[2022-03-07 10:30:05 main:574] : INFO : Epoch 1849 | loss: 0.0311774 | val_loss: 0.03118 | Time: 2149.15 ms
[2022-03-07 10:30:07 main:574] : INFO : Epoch 1850 | loss: 0.0311787 | val_loss: 0.0311784 | Time: 2154.3 ms
[2022-03-07 10:30:09 main:574] : INFO : Epoch 1851 | loss: 0.0311784 | val_loss: 0.0311858 | Time: 2155.16 ms
[2022-03-07 10:30:11 main:574] : INFO : Epoch 1852 | loss: 0.0311819 | val_loss: 0.0311773 | Time: 2161.53 ms
[2022-03-07 10:30:13 main:574] : INFO : Epoch 1853 | loss: 0.0311772 | val_loss: 0.0311835 | Time: 2155.87 ms
[2022-03-07 10:30:15 main:574] : INFO : Epoch 1854 | loss: 0.0311812 | val_loss: 0.0311799 | Time: 2159.54 ms
[2022-03-07 10:30:18 main:574] : INFO : Epoch 1855 | loss: 0.0311837 | val_loss: 0.0311819 | Time: 2152.55 ms
[2022-03-07 10:30:20 main:574] : INFO : Epoch 1856 | loss: 0.0311833 | val_loss: 0.0311779 | Time: 2154.21 ms
[2022-03-07 10:30:22 main:574] : INFO : Epoch 1857 | loss: 0.0311787 | val_loss: 0.0311781 | Time: 2150.14 ms
[2022-03-07 10:30:24 main:574] : INFO : Epoch 1858 | loss: 0.031177 | val_loss: 0.0311813 | Time: 2147.7 ms
[2022-03-07 10:30:26 main:574] : INFO : Epoch 1859 | loss: 0.0311788 | val_loss: 0.0311779 | Time: 2146.81 ms
[2022-03-07 10:30:28 main:574] : INFO : Epoch 1860 | loss: 0.0311751 | val_loss: 0.0311764 | Time: 2139.77 ms
[2022-03-07 10:30:30 main:574] : INFO : Epoch 1861 | loss: 0.031177 | val_loss: 0.0311757 | Time: 2142.8 ms
[2022-03-07 10:30:33 main:574] : INFO : Epoch 1862 | loss: 0.0311936 | val_loss: 0.0311886 | Time: 2148.53 ms
[2022-03-07 10:30:35 main:574] : INFO : Epoch 1863 | loss: 0.0311816 | val_loss: 0.0311762 | Time: 2149.53 ms
[2022-03-07 10:30:37 main:574] : INFO : Epoch 1864 | loss: 0.0311788 | val_loss: 0.0311768 | Time: 2147.83 ms
[2022-03-07 10:30:39 main:574] : INFO : Epoch 1865 | loss: 0.0311787 | val_loss: 0.031182 | Time: 2152.49 ms
[2022-03-07 10:30:41 main:574] : INFO : Epoch 1866 | loss: 0.0311786 | val_loss: 0.0311755 | Time: 2152.22 ms
[2022-03-07 10:30:43 main:574] : INFO : Epoch 1867 | loss: 0.0311755 | val_loss: 0.0311848 | Time: 2150.98 ms
[2022-03-07 10:30:46 main:574] : INFO : Epoch 1868 | loss: 0.0311805 | val_loss: 0.0311813 | Time: 2146.48 ms
[2022-03-07 10:30:48 main:574] : INFO : Epoch 1869 | loss: 0.0311786 | val_loss: 0.0311819 | Time: 2151.53 ms
[2022-03-07 10:30:50 main:574] : INFO : Epoch 1870 | loss: 0.0311747 | val_loss: 0.0311779 | Time: 2143.34 ms
[2022-03-07 10:30:52 main:574] : INFO : Epoch 1871 | loss: 0.0311756 | val_loss: 0.0311741 | Time: 2141.47 ms
[2022-03-07 10:30:54 main:574] : INFO : Epoch 1872 | loss: 0.0311758 | val_loss: 0.0311742 | Time: 2143.28 ms
[2022-03-07 10:30:56 main:574] : INFO : Epoch 1873 | loss: 0.0311729 | val_loss: 0.0311765 | Time: 2145.79 ms
[2022-03-07 10:30:58 main:574] : INFO : Epoch 1874 | loss: 0.0311781 | val_loss: 0.0311977 | Time: 2153.26 ms
[2022-03-07 10:31:01 main:574] : INFO : Epoch 1875 | loss: 0.031186 | val_loss: 0.0311852 | Time: 2156.56 ms
[2022-03-07 10:31:03 main:574] : INFO : Epoch 1876 | loss: 0.0311779 | val_loss: 0.0311747 | Time: 2153.05 ms
[2022-03-07 10:31:05 main:574] : INFO : Epoch 1877 | loss: 0.0311758 | val_loss: 0.0311782 | Time: 2150.87 ms
[2022-03-07 10:31:07 main:574] : INFO : Epoch 1878 | loss: 0.0311763 | val_loss: 0.0311802 | Time: 2145.31 ms
[2022-03-07 10:31:09 main:574] : INFO : Epoch 1879 | loss: 0.0311761 | val_loss: 0.0311869 | Time: 2145.65 ms
[2022-03-07 10:31:11 main:574] : INFO : Epoch 1880 | loss: 0.0311837 | val_loss: 0.0311812 | Time: 2140.93 ms
[2022-03-07 10:31:13 main:574] : INFO : Epoch 1881 | loss: 0.0311769 | val_loss: 0.0311739 | Time: 2152.99 ms
[2022-03-07 10:31:16 main:574] : INFO : Epoch 1882 | loss: 0.0311729 | val_loss: 0.0311773 | Time: 2156.22 ms
[2022-03-07 10:31:18 main:574] : INFO : Epoch 1883 | loss: 0.0311749 | val_loss: 0.0311789 | Time: 2152.16 ms
[2022-03-07 10:31:20 main:574] : INFO : Epoch 1884 | loss: 0.0311793 | val_loss: 0.031178 | Time: 2156.06 ms
[2022-03-07 10:31:22 main:574] : INFO : Epoch 1885 | loss: 0.0311766 | val_loss: 0.0311733 | Time: 2160.07 ms
[2022-03-07 10:31:24 main:574] : INFO : Epoch 1886 | loss: 0.0311772 | val_loss: 0.0311805 | Time: 2154.99 ms
[2022-03-07 10:31:26 main:574] : INFO : Epoch 1887 | loss: 0.0311785 | val_loss: 0.0311863 | Time: 2156.76 ms
[2022-03-07 10:31:29 main:574] : INFO : Epoch 1888 | loss: 0.031175 | val_loss: 0.0311753 | Time: 2147.63 ms
[2022-03-07 10:31:31 main:574] : INFO : Epoch 1889 | loss: 0.0311732 | val_loss: 0.0311772 | Time: 2158.08 ms
[2022-03-07 10:31:33 main:574] : INFO : Epoch 1890 | loss: 0.0311761 | val_loss: 0.0311882 | Time: 2145.2 ms
[2022-03-07 10:31:35 main:574] : INFO : Epoch 1891 | loss: 0.0311745 | val_loss: 0.0311739 | Time: 2145.28 ms
[2022-03-07 10:31:37 main:574] : INFO : Epoch 1892 | loss: 0.0311734 | val_loss: 0.0311732 | Time: 2144.69 ms
[2022-03-07 10:31:39 main:574] : INFO : Epoch 1893 | loss: 0.0311709 | val_loss: 0.0311801 | Time: 2136.59 ms
[2022-03-07 10:31:41 main:574] : INFO : Epoch 1894 | loss: 0.0311746 | val_loss: 0.0311729 | Time: 2142.85 ms
[2022-03-07 10:31:44 main:574] : INFO : Epoch 1895 | loss: 0.0311727 | val_loss: 0.0311746 | Time: 2155.02 ms
[2022-03-07 10:31:46 main:574] : INFO : Epoch 1896 | loss: 0.0311704 | val_loss: 0.0311739 | Time: 2155.24 ms
[2022-03-07 10:31:48 main:574] : INFO : Epoch 1897 | loss: 0.0311752 | val_loss: 0.0311877 | Time: 2163.8 ms
[2022-03-07 10:31:50 main:574] : INFO : Epoch 1898 | loss: 0.031176 | val_loss: 0.0311757 | Time: 2148.28 ms
[2022-03-07 10:31:52 main:574] : INFO : Epoch 1899 | loss: 0.0311735 | val_loss: 0.0311753 | Time: 2145.18 ms
[2022-03-07 10:31:54 main:574] : INFO : Epoch 1900 | loss: 0.031174 | val_loss: 0.0311782 | Time: 2156.46 ms
[2022-03-07 10:31:57 main:574] : INFO : Epoch 1901 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 2141.37 ms
[2022-03-07 10:31:59 main:574] : INFO : Epoch 1902 | loss: 0.0311737 | val_loss: 0.0311767 | Time: 2145.35 ms
[2022-03-07 10:32:01 main:574] : INFO : Epoch 1903 | loss: 0.0311733 | val_loss: 0.031175 | Time: 2140.86 ms
[2022-03-07 10:32:03 main:574] : INFO : Epoch 1904 | loss: 0.0311764 | val_loss: 0.0311767 | Time: 2147.98 ms
[2022-03-07 10:32:05 main:574] : INFO : Epoch 1905 | loss: 0.0311745 | val_loss: 0.0311723 | Time: 2147.86 ms
[2022-03-07 10:32:07 main:574] : INFO : Epoch 1906 | loss: 0.0311721 | val_loss: 0.0311757 | Time: 2154.39 ms
[2022-03-07 10:32:09 main:574] : INFO : Epoch 1907 | loss: 0.0311724 | val_loss: 0.031176 | Time: 2150.24 ms
[2022-03-07 10:32:12 main:574] : INFO : Epoch 1908 | loss: 0.031174 | val_loss: 0.0311738 | Time: 2150.69 ms
[2022-03-07 10:32:14 main:574] : INFO : Epoch 1909 | loss: 0.0311724 | val_loss: 0.0311735 | Time: 2157.63 ms
[2022-03-07 10:32:16 main:574] : INFO : Epoch 1910 | loss: 0.0311717 | val_loss: 0.0311762 | Time: 2155.31 ms
[2022-03-07 10:32:18 main:574] : INFO : Epoch 1911 | loss: 0.031173 | val_loss: 0.0311755 | Time: 2153.75 ms
[2022-03-07 10:32:20 main:574] : INFO : Epoch 1912 | loss: 0.0311754 | val_loss: 0.0311741 | Time: 2152.25 ms
[2022-03-07 10:32:22 main:574] : INFO : Epoch 1913 | loss: 0.0311792 | val_loss: 0.0311754 | Time: 2143.85 ms
[2022-03-07 10:32:25 main:574] : INFO : Epoch 1914 | loss: 0.0311717 | val_loss: 0.031174 | Time: 2139.89 ms
[2022-03-07 10:32:27 main:574] : INFO : Epoch 1915 | loss: 0.0311762 | val_loss: 0.0311806 | Time: 2143.31 ms
[2022-03-07 10:32:29 main:574] : INFO : Epoch 1916 | loss: 0.0311772 | val_loss: 0.0311865 | Time: 2146.18 ms
[2022-03-07 10:32:31 main:574] : INFO : Epoch 1917 | loss: 0.0311737 | val_loss: 0.0311748 | Time: 2149.27 ms
[2022-03-07 10:32:33 main:574] : INFO : Epoch 1918 | loss: 0.0311715 | val_loss: 0.0311846 | Time: 2155.91 ms
[2022-03-07 10:32:35 main:574] : INFO : Epoch 1919 | loss: 0.0311728 | val_loss: 0.0311822 | Time: 2154.5 ms
[2022-03-07 10:32:37 main:574] : INFO : Epoch 1920 | loss: 0.0311714 | val_loss: 0.0311757 | Time: 2147.02 ms
[2022-03-07 10:32:40 main:574] : INFO : Epoch 1921 | loss: 0.031171 | val_loss: 0.0311792 | Time: 2157.93 ms
[2022-03-07 10:32:42 main:574] : INFO : Epoch 1922 | loss: 0.0311731 | val_loss: 0.031173 | Time: 2156.79 ms
[2022-03-07 10:32:44 main:574] : INFO : Epoch 1923 | loss: 0.0311678 | val_loss: 0.0311771 | Time: 2153.84 ms
[2022-03-07 10:32:46 main:574] : INFO : Epoch 1924 | loss: 0.0311689 | val_loss: 0.0311765 | Time: 2152.77 ms
[2022-03-07 10:32:48 main:574] : INFO : Epoch 1925 | loss: 0.0311709 | val_loss: 0.0311736 | Time: 2146.17 ms
[2022-03-07 10:32:50 main:574] : INFO : Epoch 1926 | loss: 0.0311687 | val_loss: 0.0311753 | Time: 2138.67 ms
[2022-03-07 10:32:52 main:574] : INFO : Epoch 1927 | loss: 0.0311709 | val_loss: 0.0311755 | Time: 2141.24 ms
[2022-03-07 10:32:55 main:574] : INFO : Epoch 1928 | loss: 0.0311677 | val_loss: 0.0311755 | Time: 2148.99 ms
[2022-03-07 10:32:57 main:574] : INFO : Epoch 1929 | loss: 0.0311678 | val_loss: 0.0311737 | Time: 2151.4 ms
[2022-03-07 10:32:59 main:574] : INFO : Epoch 1930 | loss: 0.0311689 | val_loss: 0.0311731 | Time: 2155.47 ms
[2022-03-07 10:33:01 main:574] : INFO : Epoch 1931 | loss: 0.03117 | val_loss: 0.0311762 | Time: 2152.23 ms
[2022-03-07 10:33:03 main:574] : INFO : Epoch 1932 | loss: 0.0311745 | val_loss: 0.0311748 | Time: 2160.57 ms
[2022-03-07 10:33:05 main:574] : INFO : Epoch 1933 | loss: 0.0311706 | val_loss: 0.0311736 | Time: 2160.98 ms
[2022-03-07 10:33:08 main:574] : INFO : Epoch 1934 | loss: 0.0311707 | val_loss: 0.0311747 | Time: 2154.3 ms
[2022-03-07 10:33:10 main:574] : INFO : Epoch 1935 | loss: 0.0311704 | val_loss: 0.0311737 | Time: 2163.05 ms
[2022-03-07 10:33:12 main:574] : INFO : Epoch 1936 | loss: 0.0311755 | val_loss: 0.0311744 | Time: 2161.83 ms
[2022-03-07 10:33:14 main:574] : INFO : Epoch 1937 | loss: 0.0311695 | val_loss: 0.0311743 | Time: 2157.36 ms
[2022-03-07 10:33:16 main:574] : INFO : Epoch 1938 | loss: 0.0311691 | val_loss: 0.0311884 | Time: 2158.91 ms
[2022-03-07 10:33:18 main:574] : INFO : Epoch 1939 | loss: 0.031174 | val_loss: 0.031179 | Time: 2163.78 ms
[2022-03-07 10:33:21 main:574] : INFO : Epoch 1940 | loss: 0.0311735 | val_loss: 0.0311773 | Time: 2154.67 ms
[2022-03-07 10:33:23 main:574] : INFO : Epoch 1941 | loss: 0.0311721 | val_loss: 0.0311863 | Time: 2147.79 ms
[2022-03-07 10:33:25 main:574] : INFO : Epoch 1942 | loss: 0.0311746 | val_loss: 0.0311796 | Time: 2154.86 ms
[2022-03-07 10:33:27 main:574] : INFO : Epoch 1943 | loss: 0.0311738 | val_loss: 0.0311813 | Time: 2147.41 ms
[2022-03-07 10:33:29 main:574] : INFO : Epoch 1944 | loss: 0.0311717 | val_loss: 0.0311769 | Time: 2145.23 ms
[2022-03-07 10:33:31 main:574] : INFO : Epoch 1945 | loss: 0.0311693 | val_loss: 0.0311724 | Time: 2142.83 ms
[2022-03-07 10:33:33 main:574] : INFO : Epoch 1946 | loss: 0.0311722 | val_loss: 0.0311736 | Time: 2142.69 ms
[2022-03-07 10:33:36 main:574] : INFO : Epoch 1947 | loss: 0.0311679 | val_loss: 0.0311776 | Time: 2142.32 ms
[2022-03-07 10:33:38 main:574] : INFO : Epoch 1948 | loss: 0.0311793 | val_loss: 0.031173 | Time: 2146.1 ms
[2022-03-07 10:33:40 main:574] : INFO : Epoch 1949 | loss: 0.0311714 | val_loss: 0.0311717 | Time: 2157.4 ms
[2022-03-07 10:33:42 main:574] : INFO : Epoch 1950 | loss: 0.0311668 | val_loss: 0.0311978 | Time: 2158.41 ms
[2022-03-07 10:33:44 main:574] : INFO : Epoch 1951 | loss: 0.0311758 | val_loss: 0.0311776 | Time: 2156.95 ms
[2022-03-07 10:33:46 main:574] : INFO : Epoch 1952 | loss: 0.0311697 | val_loss: 0.0311717 | Time: 2153.13 ms
[2022-03-07 10:33:49 main:574] : INFO : Epoch 1953 | loss: 0.0311674 | val_loss: 0.031175 | Time: 2154.17 ms
[2022-03-07 10:33:51 main:574] : INFO : Epoch 1954 | loss: 0.0311666 | val_loss: 0.0311732 | Time: 2151.53 ms
[2022-03-07 10:33:53 main:574] : INFO : Epoch 1955 | loss: 0.0311651 | val_loss: 0.0311728 | Time: 2143.5 ms
[2022-03-07 10:33:55 main:574] : INFO : Epoch 1956 | loss: 0.0311679 | val_loss: 0.0311808 | Time: 2149.68 ms
[2022-03-07 10:33:57 main:574] : INFO : Epoch 1957 | loss: 0.0311653 | val_loss: 0.0311712 | Time: 2136.94 ms
[2022-03-07 10:33:59 main:574] : INFO : Epoch 1958 | loss: 0.031165 | val_loss: 0.0311746 | Time: 2149.25 ms
[2022-03-07 10:34:01 main:574] : INFO : Epoch 1959 | loss: 0.0311704 | val_loss: 0.0311836 | Time: 2144.83 ms
[2022-03-07 10:34:04 main:574] : INFO : Epoch 1960 | loss: 0.0311763 | val_loss: 0.0311756 | Time: 2150.45 ms
[2022-03-07 10:34:06 main:574] : INFO : Epoch 1961 | loss: 0.0311699 | val_loss: 0.0311736 | Time: 2158.48 ms
[2022-03-07 10:34:08 main:574] : INFO : Epoch 1962 | loss: 0.031166 | val_loss: 0.0311735 | Time: 2152.14 ms
[2022-03-07 10:34:10 main:574] : INFO : Epoch 1963 | loss: 0.0311639 | val_loss: 0.0311748 | Time: 2162.2 ms
[2022-03-07 10:34:12 main:574] : INFO : Epoch 1964 | loss: 0.0311641 | val_loss: 0.0311725 | Time: 2162.59 ms
[2022-03-07 10:34:14 main:574] : INFO : Epoch 1965 | loss: 0.0311668 | val_loss: 0.031174 | Time: 2152 ms
[2022-03-07 10:34:17 main:574] : INFO : Epoch 1966 | loss: 0.0311681 | val_loss: 0.031173 | Time: 2151.37 ms
[2022-03-07 10:34:19 main:574] : INFO : Epoch 1967 | loss: 0.0311671 | val_loss: 0.0311783 | Time: 2157.49 ms
[2022-03-07 10:34:21 main:574] : INFO : Epoch 1968 | loss: 0.0311678 | val_loss: 0.0311752 | Time: 2160.44 ms
[2022-03-07 10:34:23 main:574] : INFO : Epoch 1969 | loss: 0.0311639 | val_loss: 0.031172 | Time: 2152.61 ms
[2022-03-07 10:34:25 main:574] : INFO : Epoch 1970 | loss: 0.0311674 | val_loss: 0.0311828 | Time: 2151.46 ms
[2022-03-07 10:34:27 main:574] : INFO : Epoch 1971 | loss: 0.031169 | val_loss: 0.0311731 | Time: 2144.71 ms
[2022-03-07 10:34:29 main:574] : INFO : Epoch 1972 | loss: 0.0311704 | val_loss: 0.0311741 | Time: 2140.75 ms
[2022-03-07 10:34:32 main:574] : INFO : Epoch 1973 | loss: 0.031172 | val_loss: 0.0311759 | Time: 2141.88 ms
[2022-03-07 10:34:34 main:574] : INFO : Epoch 1974 | loss: 0.0311655 | val_loss: 0.0311714 | Time: 2141.31 ms
[2022-03-07 10:34:36 main:574] : INFO : Epoch 1975 | loss: 0.0311647 | val_loss: 0.0311736 | Time: 2153.78 ms
[2022-03-07 10:34:38 main:574] : INFO : Epoch 1976 | loss: 0.0311653 | val_loss: 0.0311783 | Time: 2157.92 ms
[2022-03-07 10:34:40 main:574] : INFO : Epoch 1977 | loss: 0.0311706 | val_loss: 0.0311702 | Time: 2152.59 ms
[2022-03-07 10:34:42 main:574] : INFO : Epoch 1978 | loss: 0.0311688 | val_loss: 0.0311704 | Time: 2153.33 ms
[2022-03-07 10:34:45 main:574] : INFO : Epoch 1979 | loss: 0.0311671 | val_loss: 0.0311733 | Time: 2157.99 ms
[2022-03-07 10:34:47 main:574] : INFO : Epoch 1980 | loss: 0.0311636 | val_loss: 0.0311784 | Time: 2153.26 ms
[2022-03-07 10:34:49 main:574] : INFO : Epoch 1981 | loss: 0.0311637 | val_loss: 0.0311762 | Time: 2149.64 ms
[2022-03-07 10:34:51 main:574] : INFO : Epoch 1982 | loss: 0.0311661 | val_loss: 0.0311741 | Time: 2144.47 ms
[2022-03-07 10:34:53 main:574] : INFO : Epoch 1983 | loss: 0.0311661 | val_loss: 0.0311766 | Time: 2135.28 ms
[2022-03-07 10:34:55 main:574] : INFO : Epoch 1984 | loss: 0.0311683 | val_loss: 0.0311901 | Time: 2141.21 ms
[2022-03-07 10:34:57 main:574] : INFO : Epoch 1985 | loss: 0.0311665 | val_loss: 0.0311756 | Time: 2151 ms
[2022-03-07 10:35:00 main:574] : INFO : Epoch 1986 | loss: 0.0311671 | val_loss: 0.031173 | Time: 2152.77 ms
[2022-03-07 10:35:02 main:574] : INFO : Epoch 1987 | loss: 0.0311666 | val_loss: 0.0311819 | Time: 2160.68 ms
[2022-03-07 10:35:04 main:574] : INFO : Epoch 1988 | loss: 0.0311642 | val_loss: 0.0311736 | Time: 2162.8 ms
[2022-03-07 10:35:06 main:574] : INFO : Epoch 1989 | loss: 0.031166 | val_loss: 0.0311746 | Time: 2158.98 ms
[2022-03-07 10:35:08 main:574] : INFO : Epoch 1990 | loss: 0.0311663 | val_loss: 0.0311723 | Time: 2154.88 ms
[2022-03-07 10:35:10 main:574] : INFO : Epoch 1991 | loss: 0.0311634 | val_loss: 0.0311703 | Time: 2149.36 ms
[2022-03-07 10:35:13 main:574] : INFO : Epoch 1992 | loss: 0.0311648 | val_loss: 0.0311775 | Time: 2156.42 ms
[2022-03-07 10:35:15 main:574] : INFO : Epoch 1993 | loss: 0.0311665 | val_loss: 0.0311793 | Time: 2143.02 ms
[2022-03-07 10:35:17 main:574] : INFO : Epoch 1994 | loss: 0.0311646 | val_loss: 0.0311754 | Time: 2137.89 ms
[2022-03-07 10:35:19 main:574] : INFO : Epoch 1995 | loss: 0.031162 | val_loss: 0.0311802 | Time: 2139.62 ms
[2022-03-07 10:35:21 main:574] : INFO : Epoch 1996 | loss: 0.0311701 | val_loss: 0.0311917 | Time: 2142.53 ms
[2022-03-07 10:35:23 main:574] : INFO : Epoch 1997 | loss: 0.031167 | val_loss: 0.0311736 | Time: 2145.3 ms
[2022-03-07 10:35:25 main:574] : INFO : Epoch 1998 | loss: 0.0311674 | val_loss: 0.031175 | Time: 2152.76 ms
[2022-03-07 10:35:28 main:574] : INFO : Epoch 1999 | loss: 0.0311637 | val_loss: 0.0311725 | Time: 2159.55 ms
[2022-03-07 10:35:30 main:574] : INFO : Epoch 2000 | loss: 0.0311609 | val_loss: 0.0311725 | Time: 2153.65 ms
[2022-03-07 10:35:32 main:574] : INFO : Epoch 2001 | loss: 0.0311663 | val_loss: 0.0311796 | Time: 2156.41 ms
[2022-03-07 10:35:34 main:574] : INFO : Epoch 2002 | loss: 0.0311616 | val_loss: 0.0311737 | Time: 2158.6 ms
[2022-03-07 10:35:36 main:574] : INFO : Epoch 2003 | loss: 0.03116 | val_loss: 0.0311762 | Time: 2151.7 ms
[2022-03-07 10:35:38 main:574] : INFO : Epoch 2004 | loss: 0.0311683 | val_loss: 0.031213 | Time: 2155.47 ms
[2022-03-07 10:35:40 main:574] : INFO : Epoch 2005 | loss: 0.0311772 | val_loss: 0.0311755 | Time: 2146.14 ms
[2022-03-07 10:35:43 main:574] : INFO : Epoch 2006 | loss: 0.0311647 | val_loss: 0.0311758 | Time: 2142.14 ms
[2022-03-07 10:35:45 main:574] : INFO : Epoch 2007 | loss: 0.0311593 | val_loss: 0.0311713 | Time: 2137.85 ms
[2022-03-07 10:35:47 main:574] : INFO : Epoch 2008 | loss: 0.0311586 | val_loss: 0.0311716 | Time: 2148.39 ms
[2022-03-07 10:35:49 main:574] : INFO : Epoch 2009 | loss: 0.0311639 | val_loss: 0.0311901 | Time: 2148.3 ms
[2022-03-07 10:35:51 main:574] : INFO : Epoch 2010 | loss: 0.0311666 | val_loss: 0.0311929 | Time: 2146.93 ms
[2022-03-07 10:35:53 main:574] : INFO : Epoch 2011 | loss: 0.0311651 | val_loss: 0.0311762 | Time: 2156.34 ms
[2022-03-07 10:35:56 main:574] : INFO : Epoch 2012 | loss: 0.0311597 | val_loss: 0.031181 | Time: 2152.63 ms
[2022-03-07 10:35:58 main:574] : INFO : Epoch 2013 | loss: 0.0311618 | val_loss: 0.0311797 | Time: 2157.49 ms
[2022-03-07 10:36:00 main:574] : INFO : Epoch 2014 | loss: 0.0311627 | val_loss: 0.0311839 | Time: 2155.08 ms
[2022-03-07 10:36:02 main:574] : INFO : Epoch 2015 | loss: 0.0311647 | val_loss: 0.0311761 | Time: 2156.26 ms
[2022-03-07 10:36:04 main:574] : INFO : Epoch 2016 | loss: 0.0311582 | val_loss: 0.0311728 | Time: 2155.36 ms
[2022-03-07 10:36:06 main:574] : INFO : Epoch 2017 | loss: 0.0311579 | val_loss: 0.031182 | Time: 2143.59 ms
[2022-03-07 10:36:08 main:574] : INFO : Epoch 2018 | loss: 0.0311592 | val_loss: 0.0311719 | Time: 2135.14 ms
[2022-03-07 10:36:11 main:574] : INFO : Epoch 2019 | loss: 0.0311623 | val_loss: 0.031183 | Time: 2134.29 ms
[2022-03-07 10:36:13 main:574] : INFO : Epoch 2020 | loss: 0.0311631 | val_loss: 0.0311762 | Time: 2147.14 ms
[2022-03-07 10:36:15 main:574] : INFO : Epoch 2021 | loss: 0.03116 | val_loss: 0.03117 | Time: 2158.02 ms
[2022-03-07 10:36:17 main:574] : INFO : Epoch 2022 | loss: 0.031158 | val_loss: 0.0311692 | Time: 2150.33 ms
[2022-03-07 10:36:19 main:574] : INFO : Epoch 2023 | loss: 0.0311571 | val_loss: 0.0311738 | Time: 2160.05 ms
[2022-03-07 10:36:21 main:574] : INFO : Epoch 2024 | loss: 0.0311599 | val_loss: 0.0311842 | Time: 2149.2 ms
[2022-03-07 10:36:24 main:574] : INFO : Epoch 2025 | loss: 0.0311605 | val_loss: 0.0311737 | Time: 2157.3 ms
[2022-03-07 10:36:26 main:574] : INFO : Epoch 2026 | loss: 0.0311648 | val_loss: 0.0311869 | Time: 2155.49 ms
[2022-03-07 10:36:28 main:574] : INFO : Epoch 2027 | loss: 0.0311631 | val_loss: 0.0311761 | Time: 2152.79 ms
[2022-03-07 10:36:30 main:574] : INFO : Epoch 2028 | loss: 0.0311559 | val_loss: 0.0311753 | Time: 2152.34 ms
[2022-03-07 10:36:32 main:574] : INFO : Epoch 2029 | loss: 0.031156 | val_loss: 0.0311725 | Time: 2144.9 ms
[2022-03-07 10:36:34 main:574] : INFO : Epoch 2030 | loss: 0.0311551 | val_loss: 0.0311708 | Time: 2147.93 ms
[2022-03-07 10:36:36 main:574] : INFO : Epoch 2031 | loss: 0.0311573 | val_loss: 0.0311719 | Time: 2134.51 ms
[2022-03-07 10:36:39 main:574] : INFO : Epoch 2032 | loss: 0.0311539 | val_loss: 0.031175 | Time: 2137.93 ms
[2022-03-07 10:36:41 main:574] : INFO : Epoch 2033 | loss: 0.031158 | val_loss: 0.0311836 | Time: 2148.54 ms
[2022-03-07 10:36:43 main:574] : INFO : Epoch 2034 | loss: 0.0311594 | val_loss: 0.0311733 | Time: 2154.34 ms
[2022-03-07 10:36:45 main:574] : INFO : Epoch 2035 | loss: 0.0311593 | val_loss: 0.0311721 | Time: 2149.42 ms
[2022-03-07 10:36:47 main:574] : INFO : Epoch 2036 | loss: 0.0311556 | val_loss: 0.0311743 | Time: 2152.63 ms
[2022-03-07 10:36:49 main:574] : INFO : Epoch 2037 | loss: 0.0311556 | val_loss: 0.0311688 | Time: 2153.9 ms
[2022-03-07 10:36:51 main:574] : INFO : Epoch 2038 | loss: 0.0311557 | val_loss: 0.0311722 | Time: 2140.11 ms
[2022-03-07 10:36:54 main:574] : INFO : Epoch 2039 | loss: 0.0311584 | val_loss: 0.0311725 | Time: 2141.62 ms
[2022-03-07 10:36:56 main:574] : INFO : Epoch 2040 | loss: 0.031158 | val_loss: 0.0311711 | Time: 2136.68 ms
[2022-03-07 10:36:58 main:574] : INFO : Epoch 2041 | loss: 0.0311546 | val_loss: 0.031171 | Time: 2150.77 ms
[2022-03-07 10:37:00 main:574] : INFO : Epoch 2042 | loss: 0.0311556 | val_loss: 0.0311703 | Time: 2151.8 ms
[2022-03-07 10:37:02 main:574] : INFO : Epoch 2043 | loss: 0.0311586 | val_loss: 0.0311715 | Time: 2154.82 ms
[2022-03-07 10:37:04 main:574] : INFO : Epoch 2044 | loss: 0.0311574 | val_loss: 0.0311748 | Time: 2145.4 ms
[2022-03-07 10:37:07 main:574] : INFO : Epoch 2045 | loss: 0.031154 | val_loss: 0.0311725 | Time: 2156.18 ms
[2022-03-07 10:37:09 main:574] : INFO : Epoch 2046 | loss: 0.0311541 | val_loss: 0.0311936 | Time: 2147.13 ms
[2022-03-07 10:37:11 main:574] : INFO : Epoch 2047 | loss: 0.0311576 | val_loss: 0.0311699 | Time: 2138.37 ms
[2022-03-07 10:37:13 main:574] : INFO : Epoch 2048 | loss: 0.0311563 | val_loss: 0.0311704 | Time: 2139.19 ms
[2022-03-07 10:37:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311704
[2022-03-07 10:37:13 main:603] : INFO : Saving end state to config to file
[2022-03-07 10:37:13 main:608] : INFO : Success, exiting..
10:37:13 (10728): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)