Task 12640985
| Name | ParityModified-1639953437-5910-3-0_2 |
| Workunit | 8907742 |
| Created | 7 Mar 2022, 12:28:53 UTC |
| Sent | 7 Mar 2022, 13:22:31 UTC |
| Report deadline | 15 Mar 2022, 13:22:31 UTC |
| Received | 7 Mar 2022, 16:23:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16635 |
| Run time | 1 hours 14 min 13 sec |
| CPU time | 1 hours 12 min 59 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: 0.0311307 | val_loss: 0.0311607 | Time: 2164.49 ms
[2022-03-07 09:04:51 main:574] : INFO : Epoch 1543 | loss: 0.0311288 | val_loss: 0.0311647 | Time: 2167.32 ms
[2022-03-07 09:04:54 main:574] : INFO : Epoch 1544 | loss: 0.0311286 | val_loss: 0.0311586 | Time: 2160.4 ms
[2022-03-07 09:04:56 main:574] : INFO : Epoch 1545 | loss: 0.0311265 | val_loss: 0.0311596 | Time: 2161.07 ms
[2022-03-07 09:04:58 main:574] : INFO : Epoch 1546 | loss: 0.0311317 | val_loss: 0.0311605 | Time: 2164.32 ms
[2022-03-07 09:05:00 main:574] : INFO : Epoch 1547 | loss: 0.0311517 | val_loss: 0.0311606 | Time: 2159.59 ms
[2022-03-07 09:05:02 main:574] : INFO : Epoch 1548 | loss: 0.0311546 | val_loss: 0.0311618 | Time: 2163.23 ms
[2022-03-07 09:05:04 main:574] : INFO : Epoch 1549 | loss: 0.03116 | val_loss: 0.0311613 | Time: 2165.32 ms
[2022-03-07 09:05:07 main:574] : INFO : Epoch 1550 | loss: 0.0311668 | val_loss: 0.0311752 | Time: 2167.41 ms
[2022-03-07 09:05:09 main:574] : INFO : Epoch 1551 | loss: 0.0311882 | val_loss: 0.0311995 | Time: 2161.41 ms
[2022-03-07 09:05:11 main:574] : INFO : Epoch 1552 | loss: 0.0312158 | val_loss: 0.0312222 | Time: 2158.43 ms
[2022-03-07 09:05:13 main:574] : INFO : Epoch 1553 | loss: 0.0312396 | val_loss: 0.0312408 | Time: 2162.86 ms
[2022-03-07 09:05:15 main:574] : INFO : Epoch 1554 | loss: 0.0319424 | val_loss: 0.0321752 | Time: 2165.62 ms
[2022-03-07 09:05:17 main:574] : INFO : Epoch 1555 | loss: 0.0324163 | val_loss: 0.0317727 | Time: 2164.23 ms
[2022-03-07 09:05:20 main:574] : INFO : Epoch 1556 | loss: 0.0334308 | val_loss: 0.0315319 | Time: 2158.57 ms
[2022-03-07 09:05:22 main:574] : INFO : Epoch 1557 | loss: 0.0314269 | val_loss: 0.0313181 | Time: 2163.81 ms
[2022-03-07 09:05:24 main:574] : INFO : Epoch 1558 | loss: 0.0312795 | val_loss: 0.0312646 | Time: 2165.59 ms
[2022-03-07 09:05:26 main:574] : INFO : Epoch 1559 | loss: 0.0312525 | val_loss: 0.0312482 | Time: 2157.2 ms
[2022-03-07 09:05:28 main:574] : INFO : Epoch 1560 | loss: 0.0312476 | val_loss: 0.0312458 | Time: 2157.03 ms
[2022-03-07 09:05:30 main:574] : INFO : Epoch 1561 | loss: 0.0312458 | val_loss: 0.0312441 | Time: 2163.36 ms
[2022-03-07 09:05:33 main:574] : INFO : Epoch 1562 | loss: 0.0312447 | val_loss: 0.0312418 | Time: 2163.71 ms
[2022-03-07 09:05:35 main:574] : INFO : Epoch 1563 | loss: 0.0312411 | val_loss: 0.0312367 | Time: 2160.32 ms
[2022-03-07 09:05:37 main:574] : INFO : Epoch 1564 | loss: 0.0312347 | val_loss: 0.0312351 | Time: 2162.17 ms
[2022-03-07 09:05:39 main:574] : INFO : Epoch 1565 | loss: 0.0312299 | val_loss: 0.03123 | Time: 2166.21 ms
[2022-03-07 09:05:41 main:574] : INFO : Epoch 1566 | loss: 0.0312281 | val_loss: 0.031229 | Time: 2170.28 ms
[2022-03-07 09:05:43 main:574] : INFO : Epoch 1567 | loss: 0.0312271 | val_loss: 0.0312262 | Time: 2159.36 ms
[2022-03-07 09:05:46 main:574] : INFO : Epoch 1568 | loss: 0.0312261 | val_loss: 0.0312282 | Time: 2161.14 ms
[2022-03-07 09:05:48 main:574] : INFO : Epoch 1569 | loss: 0.0312265 | val_loss: 0.0312256 | Time: 2162.48 ms
[2022-03-07 09:05:50 main:574] : INFO : Epoch 1570 | loss: 0.0312244 | val_loss: 0.0312263 | Time: 2163.76 ms
[2022-03-07 09:05:52 main:574] : INFO : Epoch 1571 | loss: 0.0312228 | val_loss: 0.0312224 | Time: 2164.99 ms
[2022-03-07 09:05:54 main:574] : INFO : Epoch 1572 | loss: 0.0312216 | val_loss: 0.0312218 | Time: 2165.21 ms
[2022-03-07 09:05:56 main:574] : INFO : Epoch 1573 | loss: 0.0312209 | val_loss: 0.0312205 | Time: 2168.59 ms
[2022-03-07 09:05:59 main:574] : INFO : Epoch 1574 | loss: 0.0312202 | val_loss: 0.0312207 | Time: 2163.19 ms
[2022-03-07 09:06:01 main:574] : INFO : Epoch 1575 | loss: 0.0312197 | val_loss: 0.0312204 | Time: 2161.31 ms
[2022-03-07 09:06:03 main:574] : INFO : Epoch 1576 | loss: 0.0312207 | val_loss: 0.0312215 | Time: 2161.68 ms
[2022-03-07 09:06:05 main:574] : INFO : Epoch 1577 | loss: 0.0312209 | val_loss: 0.0312195 | Time: 2163.61 ms
[2022-03-07 09:06:07 main:574] : INFO : Epoch 1578 | loss: 0.0312201 | val_loss: 0.0312217 | Time: 2164.15 ms
[2022-03-07 09:06:09 main:574] : INFO : Epoch 1579 | loss: 0.0312206 | val_loss: 0.0312188 | Time: 2165.92 ms
[2022-03-07 09:06:12 main:574] : INFO : Epoch 1580 | loss: 0.031217 | val_loss: 0.031218 | Time: 2162.6 ms
[2022-03-07 09:06:14 main:574] : INFO : Epoch 1581 | loss: 0.0312169 | val_loss: 0.0312202 | Time: 2161.37 ms
[2022-03-07 09:06:16 main:574] : INFO : Epoch 1582 | loss: 0.0312196 | val_loss: 0.0312218 | Time: 2161.82 ms
[2022-03-07 09:06:18 main:574] : INFO : Epoch 1583 | loss: 0.0312161 | val_loss: 0.031216 | Time: 2169.06 ms
[2022-03-07 09:06:20 main:574] : INFO : Epoch 1584 | loss: 0.0312147 | val_loss: 0.0312152 | Time: 2166.08 ms
[2022-03-07 09:06:22 main:574] : INFO : Epoch 1585 | loss: 0.031215 | val_loss: 0.0312174 | Time: 2167.08 ms
[2022-03-07 09:06:25 main:574] : INFO : Epoch 1586 | loss: 0.0312141 | val_loss: 0.0312179 | Time: 2167.75 ms
[2022-03-07 09:06:27 main:574] : INFO : Epoch 1587 | loss: 0.031213 | val_loss: 0.0312139 | Time: 2161.36 ms
[2022-03-07 09:06:29 main:574] : INFO : Epoch 1588 | loss: 0.0312131 | val_loss: 0.0312151 | Time: 2161.96 ms
[2022-03-07 09:06:31 main:574] : INFO : Epoch 1589 | loss: 0.031214 | val_loss: 0.0312172 | Time: 2157.4 ms
[2022-03-07 09:06:33 main:574] : INFO : Epoch 1590 | loss: 0.0312146 | val_loss: 0.0312162 | Time: 2164.44 ms
[2022-03-07 09:06:35 main:574] : INFO : Epoch 1591 | loss: 0.0312119 | val_loss: 0.031215 | Time: 2151.93 ms
[2022-03-07 09:06:38 main:574] : INFO : Epoch 1592 | loss: 0.0312118 | val_loss: 0.031213 | Time: 2164.06 ms
[2022-03-07 09:06:40 main:574] : INFO : Epoch 1593 | loss: 0.0312125 | val_loss: 0.0312136 | Time: 2163.21 ms
[2022-03-07 09:06:42 main:574] : INFO : Epoch 1594 | loss: 0.0312109 | val_loss: 0.0312132 | Time: 2163.59 ms
[2022-03-07 09:06:44 main:574] : INFO : Epoch 1595 | loss: 0.0312115 | val_loss: 0.0312137 | Time: 2159.78 ms
[2022-03-07 09:06:46 main:574] : INFO : Epoch 1596 | loss: 0.0312107 | val_loss: 0.0312134 | Time: 2164.41 ms
[2022-03-07 09:06:48 main:574] : INFO : Epoch 1597 | loss: 0.0312104 | val_loss: 0.0312133 | Time: 2159.85 ms
[2022-03-07 09:06:51 main:574] : INFO : Epoch 1598 | loss: 0.0312127 | val_loss: 0.0312119 | Time: 2161.4 ms
[2022-03-07 09:06:53 main:574] : INFO : Epoch 1599 | loss: 0.0312111 | val_loss: 0.0312124 | Time: 2159.19 ms
[2022-03-07 09:06:55 main:574] : INFO : Epoch 1600 | loss: 0.0312095 | val_loss: 0.0312138 | Time: 2166.03 ms
[2022-03-07 09:06:57 main:574] : INFO : Epoch 1601 | loss: 0.031213 | val_loss: 0.0312135 | Time: 2167.97 ms
[2022-03-07 09:06:59 main:574] : INFO : Epoch 1602 | loss: 0.0312105 | val_loss: 0.0312123 | Time: 2159.43 ms
[2022-03-07 09:07:01 main:574] : INFO : Epoch 1603 | loss: 0.0312104 | val_loss: 0.0312121 | Time: 2155.39 ms
[2022-03-07 09:07:04 main:574] : INFO : Epoch 1604 | loss: 0.0312093 | val_loss: 0.0312132 | Time: 2167.08 ms
[2022-03-07 09:07:06 main:574] : INFO : Epoch 1605 | loss: 0.0312096 | val_loss: 0.0312121 | Time: 2166.34 ms
[2022-03-07 09:07:08 main:574] : INFO : Epoch 1606 | loss: 0.0312113 | val_loss: 0.031213 | Time: 2164.69 ms
[2022-03-07 09:07:10 main:574] : INFO : Epoch 1607 | loss: 0.0312091 | val_loss: 0.0312113 | Time: 2164.28 ms
[2022-03-07 09:07:12 main:574] : INFO : Epoch 1608 | loss: 0.0312084 | val_loss: 0.0312111 | Time: 2170.11 ms
[2022-03-07 09:07:14 main:574] : INFO : Epoch 1609 | loss: 0.0312089 | val_loss: 0.0312129 | Time: 2157.47 ms
[2022-03-07 09:07:17 main:574] : INFO : Epoch 1610 | loss: 0.03121 | val_loss: 0.0312115 | Time: 2163.63 ms
[2022-03-07 09:07:19 main:574] : INFO : Epoch 1611 | loss: 0.0312096 | val_loss: 0.0312121 | Time: 2167.68 ms
[2022-03-07 09:07:21 main:574] : INFO : Epoch 1612 | loss: 0.0312113 | val_loss: 0.0312167 | Time: 2168.7 ms
[2022-03-07 09:07:23 main:574] : INFO : Epoch 1613 | loss: 0.0312099 | val_loss: 0.0312116 | Time: 2156.25 ms
[2022-03-07 09:07:25 main:574] : INFO : Epoch 1614 | loss: 0.0312086 | val_loss: 0.0312109 | Time: 2165.74 ms
[2022-03-07 09:07:27 main:574] : INFO : Epoch 1615 | loss: 0.0312072 | val_loss: 0.03121 | Time: 2168.12 ms
[2022-03-07 09:07:30 main:574] : INFO : Epoch 1616 | loss: 0.0312076 | val_loss: 0.0312127 | Time: 2159.05 ms
[2022-03-07 09:07:32 main:574] : INFO : Epoch 1617 | loss: 0.0312087 | val_loss: 0.0312167 | Time: 2162.08 ms
[2022-03-07 09:07:34 main:574] : INFO : Epoch 1618 | loss: 0.0312088 | val_loss: 0.0312117 | Time: 2160.31 ms
[2022-03-07 09:07:36 main:574] : INFO : Epoch 1619 | loss: 0.0312087 | val_loss: 0.0312137 | Time: 2159.4 ms
[2022-03-07 09:07:38 main:574] : INFO : Epoch 1620 | loss: 0.0312085 | val_loss: 0.0312118 | Time: 2160.98 ms
[2022-03-07 09:07:40 main:574] : INFO : Epoch 1621 | loss: 0.0312076 | val_loss: 0.0312137 | Time: 2162.38 ms
[2022-03-07 09:07:42 main:574] : INFO : Epoch 1622 | loss: 0.0312067 | val_loss: 0.0312092 | Time: 2166.78 ms
[2022-03-07 09:07:45 main:574] : INFO : Epoch 1623 | loss: 0.0312066 | val_loss: 0.0312097 | Time: 2162.82 ms
[2022-03-07 09:07:47 main:574] : INFO : Epoch 1624 | loss: 0.031206 | val_loss: 0.0312114 | Time: 2165.28 ms
[2022-03-07 09:07:49 main:574] : INFO : Epoch 1625 | loss: 0.0312069 | val_loss: 0.0312098 | Time: 2164.44 ms
[2022-03-07 09:07:51 main:574] : INFO : Epoch 1626 | loss: 0.0312073 | val_loss: 0.0312093 | Time: 2162.89 ms
[2022-03-07 09:07:53 main:574] : INFO : Epoch 1627 | loss: 0.0312064 | val_loss: 0.0312087 | Time: 2162.97 ms
[2022-03-07 09:07:56 main:574] : INFO : Epoch 1628 | loss: 0.0312077 | val_loss: 0.0312098 | Time: 2166.65 ms
[2022-03-07 09:07:58 main:574] : INFO : Epoch 1629 | loss: 0.0312061 | val_loss: 0.0312089 | Time: 2165.27 ms
[2022-03-07 09:08:00 main:574] : INFO : Epoch 1630 | loss: 0.0312068 | val_loss: 0.0312079 | Time: 2168.16 ms
[2022-03-07 09:08:02 main:574] : INFO : Epoch 1631 | loss: 0.0312059 | val_loss: 0.0312089 | Time: 2166.6 ms
[2022-03-07 09:08:04 main:574] : INFO : Epoch 1632 | loss: 0.0312059 | val_loss: 0.0312075 | Time: 2166.64 ms
[2022-03-07 09:08:06 main:574] : INFO : Epoch 1633 | loss: 0.031205 | val_loss: 0.0312072 | Time: 2166.72 ms
[2022-03-07 09:08:09 main:574] : INFO : Epoch 1634 | loss: 0.031205 | val_loss: 0.0312073 | Time: 2165.72 ms
[2022-03-07 09:08:11 main:574] : INFO : Epoch 1635 | loss: 0.0312044 | val_loss: 0.0312066 | Time: 2164.69 ms
[2022-03-07 09:08:13 main:574] : INFO : Epoch 1636 | loss: 0.0312045 | val_loss: 0.0312077 | Time: 2162.21 ms
[2022-03-07 09:08:15 main:574] : INFO : Epoch 1637 | loss: 0.0312047 | val_loss: 0.0312063 | Time: 2167.55 ms
[2022-03-07 09:08:17 main:574] : INFO : Epoch 1638 | loss: 0.0312042 | val_loss: 0.0312068 | Time: 2165.9 ms
[2022-03-07 09:08:19 main:574] : INFO : Epoch 1639 | loss: 0.0312045 | val_loss: 0.0312091 | Time: 2168.5 ms
[2022-03-07 09:08:22 main:574] : INFO : Epoch 1640 | loss: 0.0312049 | val_loss: 0.0312064 | Time: 2165.65 ms
[2022-03-07 09:08:24 main:574] : INFO : Epoch 1641 | loss: 0.0312044 | val_loss: 0.0312073 | Time: 2169.75 ms
[2022-03-07 09:08:26 main:574] : INFO : Epoch 1642 | loss: 0.0312039 | val_loss: 0.031206 | Time: 2161.59 ms
[2022-03-07 09:08:28 main:574] : INFO : Epoch 1643 | loss: 0.0312039 | val_loss: 0.0312089 | Time: 2159.76 ms
[2022-03-07 09:08:30 main:574] : INFO : Epoch 1644 | loss: 0.0312044 | val_loss: 0.0312069 | Time: 2165.62 ms
[2022-03-07 09:08:32 main:574] : INFO : Epoch 1645 | loss: 0.031205 | val_loss: 0.0312066 | Time: 2162.07 ms
[2022-03-07 09:08:35 main:574] : INFO : Epoch 1646 | loss: 0.0312056 | val_loss: 0.0312089 | Time: 2167.29 ms
[2022-03-07 09:08:37 main:574] : INFO : Epoch 1647 | loss: 0.031205 | val_loss: 0.031207 | Time: 2162.02 ms
[2022-03-07 09:08:39 main:574] : INFO : Epoch 1648 | loss: 0.031205 | val_loss: 0.0312077 | Time: 2164.9 ms
[2022-03-07 09:08:41 main:574] : INFO : Epoch 1649 | loss: 0.0312024 | val_loss: 0.0312068 | Time: 2161.81 ms
[2022-03-07 09:08:43 main:574] : INFO : Epoch 1650 | loss: 0.0312025 | val_loss: 0.0312079 | Time: 2165.11 ms
[2022-03-07 09:08:45 main:574] : INFO : Epoch 1651 | loss: 0.0312051 | val_loss: 0.0312073 | Time: 2156.5 ms
[2022-03-07 09:08:48 main:574] : INFO : Epoch 1652 | loss: 0.0312029 | val_loss: 0.0312102 | Time: 2160.53 ms
[2022-03-07 09:08:50 main:574] : INFO : Epoch 1653 | loss: 0.0312051 | val_loss: 0.0312063 | Time: 2166.74 ms
[2022-03-07 09:08:52 main:574] : INFO : Epoch 1654 | loss: 0.0312021 | val_loss: 0.0312077 | Time: 2164.93 ms
[2022-03-07 09:08:54 main:574] : INFO : Epoch 1655 | loss: 0.0312023 | val_loss: 0.031207 | Time: 2167.38 ms
[2022-03-07 09:08:56 main:574] : INFO : Epoch 1656 | loss: 0.0312037 | val_loss: 0.0312055 | Time: 2165.61 ms
[2022-03-07 09:08:58 main:574] : INFO : Epoch 1657 | loss: 0.031202 | val_loss: 0.0312057 | Time: 2166.58 ms
[2022-03-07 09:09:01 main:574] : INFO : Epoch 1658 | loss: 0.0312018 | val_loss: 0.0312051 | Time: 2158.5 ms
[2022-03-07 09:09:03 main:574] : INFO : Epoch 1659 | loss: 0.0312011 | val_loss: 0.0312063 | Time: 2159.96 ms
[2022-03-07 09:09:05 main:574] : INFO : Epoch 1660 | loss: 0.0312015 | val_loss: 0.0312067 | Time: 2164.27 ms
[2022-03-07 09:09:07 main:574] : INFO : Epoch 1661 | loss: 0.0312088 | val_loss: 0.0312101 | Time: 2165.36 ms
[2022-03-07 09:09:09 main:574] : INFO : Epoch 1662 | loss: 0.0312116 | val_loss: 0.0312105 | Time: 2162.04 ms
[2022-03-07 09:09:11 main:574] : INFO : Epoch 1663 | loss: 0.0312111 | val_loss: 0.0312094 | Time: 2161.9 ms
[2022-03-07 09:09:14 main:574] : INFO : Epoch 1664 | loss: 0.0312098 | val_loss: 0.0312084 | Time: 2167.56 ms
[2022-03-07 09:09:16 main:574] : INFO : Epoch 1665 | loss: 0.0312094 | val_loss: 0.0312083 | Time: 2160.97 ms
[2022-03-07 09:09:18 main:574] : INFO : Epoch 1666 | loss: 0.0312095 | val_loss: 0.0312086 | Time: 2159.23 ms
[2022-03-07 09:09:20 main:574] : INFO : Epoch 1667 | loss: 0.031208 | val_loss: 0.0312073 | Time: 2162.16 ms
[2022-03-07 09:09:22 main:574] : INFO : Epoch 1668 | loss: 0.0312073 | val_loss: 0.0312072 | Time: 2167.68 ms
[2022-03-07 09:09:24 main:574] : INFO : Epoch 1669 | loss: 0.0312072 | val_loss: 0.0312068 | Time: 2162.87 ms
[2022-03-07 09:09:27 main:574] : INFO : Epoch 1670 | loss: 0.0312061 | val_loss: 0.0312093 | Time: 2159.14 ms
[2022-03-07 09:09:29 main:574] : INFO : Epoch 1671 | loss: 0.031206 | val_loss: 0.0312063 | Time: 2160.13 ms
[2022-03-07 09:09:31 main:574] : INFO : Epoch 1672 | loss: 0.031206 | val_loss: 0.0312065 | Time: 2166.41 ms
[2022-03-07 09:09:33 main:574] : INFO : Epoch 1673 | loss: 0.0312051 | val_loss: 0.0312069 | Time: 2152.42 ms
[2022-03-07 09:09:35 main:574] : INFO : Epoch 1674 | loss: 0.0312051 | val_loss: 0.0312057 | Time: 2163.41 ms
[2022-03-07 09:09:37 main:574] : INFO : Epoch 1675 | loss: 0.0312051 | val_loss: 0.031206 | Time: 2169.15 ms
[2022-03-07 09:09:40 main:574] : INFO : Epoch 1676 | loss: 0.0312043 | val_loss: 0.0312086 | Time: 2163.32 ms
[2022-03-07 09:09:42 main:574] : INFO : Epoch 1677 | loss: 0.0312056 | val_loss: 0.0312069 | Time: 2167.94 ms
[2022-03-07 09:09:44 main:574] : INFO : Epoch 1678 | loss: 0.0312053 | val_loss: 0.0312059 | Time: 2165.87 ms
[2022-03-07 09:09:46 main:574] : INFO : Epoch 1679 | loss: 0.0312043 | val_loss: 0.0312066 | Time: 2158.53 ms
[2022-03-07 09:09:48 main:574] : INFO : Epoch 1680 | loss: 0.0312062 | val_loss: 0.0312061 | Time: 2164.62 ms
[2022-03-07 09:09:50 main:574] : INFO : Epoch 1681 | loss: 0.0312061 | val_loss: 0.031209 | Time: 2160.42 ms
[2022-03-07 09:09:53 main:574] : INFO : Epoch 1682 | loss: 0.031205 | val_loss: 0.031206 | Time: 2162.58 ms
[2022-03-07 09:09:55 main:574] : INFO : Epoch 1683 | loss: 0.0312044 | val_loss: 0.0312055 | Time: 2165.33 ms
[2022-03-07 09:09:57 main:574] : INFO : Epoch 1684 | loss: 0.0312048 | val_loss: 0.0312061 | Time: 2165.13 ms
[2022-03-07 09:09:59 main:574] : INFO : Epoch 1685 | loss: 0.0312041 | val_loss: 0.0312065 | Time: 2154.53 ms
[2022-03-07 09:10:01 main:574] : INFO : Epoch 1686 | loss: 0.0312048 | val_loss: 0.0312059 | Time: 2155.66 ms
[2022-03-07 09:10:03 main:574] : INFO : Epoch 1687 | loss: 0.0312029 | val_loss: 0.0312052 | Time: 2159.53 ms
[2022-03-07 09:10:06 main:574] : INFO : Epoch 1688 | loss: 0.0312029 | val_loss: 0.0312054 | Time: 2160.21 ms
[2022-03-07 09:10:08 main:574] : INFO : Epoch 1689 | loss: 0.0312062 | val_loss: 0.031211 | Time: 2158.44 ms
[2022-03-07 09:10:10 main:574] : INFO : Epoch 1690 | loss: 0.0312039 | val_loss: 0.0312056 | Time: 2163.25 ms
[2022-03-07 09:10:12 main:574] : INFO : Epoch 1691 | loss: 0.0312025 | val_loss: 0.0312049 | Time: 2167.68 ms
[2022-03-07 09:10:14 main:574] : INFO : Epoch 1692 | loss: 0.031202 | val_loss: 0.031205 | Time: 2164.13 ms
[2022-03-07 09:10:16 main:574] : INFO : Epoch 1693 | loss: 0.0312023 | val_loss: 0.0312042 | Time: 2162.04 ms
[2022-03-07 09:10:19 main:574] : INFO : Epoch 1694 | loss: 0.0312023 | val_loss: 0.0312054 | Time: 2161.66 ms
[2022-03-07 09:10:21 main:574] : INFO : Epoch 1695 | loss: 0.0312021 | val_loss: 0.0312062 | Time: 2159.74 ms
[2022-03-07 09:10:23 main:574] : INFO : Epoch 1696 | loss: 0.0312031 | val_loss: 0.031205 | Time: 2159.28 ms
[2022-03-07 09:10:25 main:574] : INFO : Epoch 1697 | loss: 0.0312022 | val_loss: 0.0312057 | Time: 2163.38 ms
[2022-03-07 09:10:27 main:574] : INFO : Epoch 1698 | loss: 0.0312028 | val_loss: 0.0312057 | Time: 2163.71 ms
[2022-03-07 09:10:29 main:574] : INFO : Epoch 1699 | loss: 0.0312025 | val_loss: 0.0312047 | Time: 2160.96 ms
[2022-03-07 09:10:32 main:574] : INFO : Epoch 1700 | loss: 0.0312019 | val_loss: 0.0312069 | Time: 2158.65 ms
[2022-03-07 09:10:34 main:574] : INFO : Epoch 1701 | loss: 0.0312027 | val_loss: 0.0312053 | Time: 2157.38 ms
[2022-03-07 09:10:36 main:574] : INFO : Epoch 1702 | loss: 0.0312019 | val_loss: 0.0312051 | Time: 2164.82 ms
[2022-03-07 09:10:38 main:574] : INFO : Epoch 1703 | loss: 0.0312014 | val_loss: 0.0312047 | Time: 2161.34 ms
[2022-03-07 09:10:40 main:574] : INFO : Epoch 1704 | loss: 0.0312025 | val_loss: 0.0312061 | Time: 2167.08 ms
[2022-03-07 09:10:42 main:574] : INFO : Epoch 1705 | loss: 0.0312018 | val_loss: 0.0312066 | Time: 2162.02 ms
[2022-03-07 09:10:44 main:574] : INFO : Epoch 1706 | loss: 0.0312026 | val_loss: 0.0312054 | Time: 2162.72 ms
[2022-03-07 09:10:47 main:574] : INFO : Epoch 1707 | loss: 0.0312011 | val_loss: 0.0312039 | Time: 2161.03 ms
[2022-03-07 09:10:49 main:574] : INFO : Epoch 1708 | loss: 0.0312005 | val_loss: 0.0312054 | Time: 2161.28 ms
[2022-03-07 09:10:51 main:574] : INFO : Epoch 1709 | loss: 0.0312008 | val_loss: 0.0312045 | Time: 2162.73 ms
[2022-03-07 09:10:53 main:574] : INFO : Epoch 1710 | loss: 0.0312027 | val_loss: 0.0312051 | Time: 2161.22 ms
[2022-03-07 09:10:55 main:574] : INFO : Epoch 1711 | loss: 0.0312011 | val_loss: 0.0312045 | Time: 2164.06 ms
[2022-03-07 09:10:57 main:574] : INFO : Epoch 1712 | loss: 0.031201 | val_loss: 0.0312041 | Time: 2164.6 ms
[2022-03-07 09:11:00 main:574] : INFO : Epoch 1713 | loss: 0.0312007 | val_loss: 0.0312049 | Time: 2157.55 ms
[2022-03-07 09:11:02 main:574] : INFO : Epoch 1714 | loss: 0.0312005 | val_loss: 0.0312041 | Time: 2161.05 ms
[2022-03-07 09:11:04 main:574] : INFO : Epoch 1715 | loss: 0.031201 | val_loss: 0.0312083 | Time: 2158.18 ms
[2022-03-07 09:11:06 main:574] : INFO : Epoch 1716 | loss: 0.031204 | val_loss: 0.0312052 | Time: 2157.12 ms
[2022-03-07 09:11:08 main:574] : INFO : Epoch 1717 | loss: 0.0312009 | val_loss: 0.0312067 | Time: 2168.11 ms
[2022-03-07 09:11:10 main:574] : INFO : Epoch 1718 | loss: 0.0311999 | val_loss: 0.031203 | Time: 2164.54 ms
[2022-03-07 09:11:13 main:574] : INFO : Epoch 1719 | loss: 0.0312008 | val_loss: 0.0312057 | Time: 2162.94 ms
[2022-03-07 09:11:15 main:574] : INFO : Epoch 1720 | loss: 0.0312007 | val_loss: 0.0312047 | Time: 2162.04 ms
[2022-03-07 09:11:17 main:574] : INFO : Epoch 1721 | loss: 0.0312003 | val_loss: 0.0312041 | Time: 2162.66 ms
[2022-03-07 09:11:19 main:574] : INFO : Epoch 1722 | loss: 0.0311992 | val_loss: 0.0312044 | Time: 2159.16 ms
[2022-03-07 09:11:21 main:574] : INFO : Epoch 1723 | loss: 0.0312023 | val_loss: 0.0312046 | Time: 2162.9 ms
[2022-03-07 09:11:23 main:574] : INFO : Epoch 1724 | loss: 0.031201 | val_loss: 0.0312055 | Time: 2157.33 ms
[2022-03-07 09:11:26 main:574] : INFO : Epoch 1725 | loss: 0.0311987 | val_loss: 0.0312044 | Time: 2166.13 ms
[2022-03-07 09:11:28 main:574] : INFO : Epoch 1726 | loss: 0.0311989 | val_loss: 0.0312043 | Time: 2168.49 ms
[2022-03-07 09:11:30 main:574] : INFO : Epoch 1727 | loss: 0.0311981 | val_loss: 0.0312033 | Time: 2158.24 ms
[2022-03-07 09:11:32 main:574] : INFO : Epoch 1728 | loss: 0.0311979 | val_loss: 0.0312054 | Time: 2165.54 ms
[2022-03-07 09:11:34 main:574] : INFO : Epoch 1729 | loss: 0.0311986 | val_loss: 0.0312052 | Time: 2162.72 ms
[2022-03-07 09:11:36 main:574] : INFO : Epoch 1730 | loss: 0.031198 | val_loss: 0.0312037 | Time: 2157.23 ms
[2022-03-07 09:11:39 main:574] : INFO : Epoch 1731 | loss: 0.0311977 | val_loss: 0.0312045 | Time: 2159.84 ms
[2022-03-07 09:11:41 main:574] : INFO : Epoch 1732 | loss: 0.0311982 | val_loss: 0.0312039 | Time: 2164.52 ms
[2022-03-07 09:11:43 main:574] : INFO : Epoch 1733 | loss: 0.0311993 | val_loss: 0.0312051 | Time: 2161.18 ms
[2022-03-07 09:11:45 main:574] : INFO : Epoch 1734 | loss: 0.0311978 | val_loss: 0.0312045 | Time: 2162.54 ms
[2022-03-07 09:11:47 main:574] : INFO : Epoch 1735 | loss: 0.0311976 | val_loss: 0.031203 | Time: 2163.99 ms
[2022-03-07 09:11:49 main:574] : INFO : Epoch 1736 | loss: 0.0311981 | val_loss: 0.0312032 | Time: 2158.07 ms
[2022-03-07 09:11:52 main:574] : INFO : Epoch 1737 | loss: 0.0311975 | val_loss: 0.031204 | Time: 2161.29 ms
[2022-03-07 09:11:54 main:574] : INFO : Epoch 1738 | loss: 0.0311975 | val_loss: 0.0312038 | Time: 2158.6 ms
[2022-03-07 09:11:56 main:574] : INFO : Epoch 1739 | loss: 0.0312012 | val_loss: 0.0312022 | Time: 2160.9 ms
[2022-03-07 09:11:58 main:574] : INFO : Epoch 1740 | loss: 0.0312049 | val_loss: 0.0312052 | Time: 2163.67 ms
[2022-03-07 09:12:00 main:574] : INFO : Epoch 1741 | loss: 0.0312039 | val_loss: 0.0312033 | Time: 2160.4 ms
[2022-03-07 09:12:02 main:574] : INFO : Epoch 1742 | loss: 0.0312019 | val_loss: 0.0312016 | Time: 2160.9 ms
[2022-03-07 09:12:05 main:574] : INFO : Epoch 1743 | loss: 0.0312012 | val_loss: 0.0312014 | Time: 2160.19 ms
[2022-03-07 09:12:07 main:574] : INFO : Epoch 1744 | loss: 0.031202 | val_loss: 0.0312017 | Time: 2159.7 ms
[2022-03-07 09:12:09 main:574] : INFO : Epoch 1745 | loss: 0.0312013 | val_loss: 0.0312042 | Time: 2162.47 ms
[2022-03-07 09:12:11 main:574] : INFO : Epoch 1746 | loss: 0.0312013 | val_loss: 0.0312028 | Time: 2160.68 ms
[2022-03-07 09:12:13 main:574] : INFO : Epoch 1747 | loss: 0.0312013 | val_loss: 0.0312013 | Time: 2158.49 ms
[2022-03-07 09:12:15 main:574] : INFO : Epoch 1748 | loss: 0.0312004 | val_loss: 0.0312009 | Time: 2162.71 ms
[2022-03-07 09:12:18 main:574] : INFO : Epoch 1749 | loss: 0.0311996 | val_loss: 0.0312009 | Time: 2164.06 ms
[2022-03-07 09:12:20 main:574] : INFO : Epoch 1750 | loss: 0.0312014 | val_loss: 0.0312013 | Time: 2156.19 ms
[2022-03-07 09:12:22 main:574] : INFO : Epoch 1751 | loss: 0.0312004 | val_loss: 0.0312011 | Time: 2158.03 ms
[2022-03-07 09:12:24 main:574] : INFO : Epoch 1752 | loss: 0.0312003 | val_loss: 0.0312005 | Time: 2166.64 ms
[2022-03-07 09:12:26 main:574] : INFO : Epoch 1753 | loss: 0.0312001 | val_loss: 0.0312016 | Time: 2166.63 ms
[2022-03-07 09:12:28 main:574] : INFO : Epoch 1754 | loss: 0.0312003 | val_loss: 0.0312032 | Time: 2162.17 ms
[2022-03-07 09:12:31 main:574] : INFO : Epoch 1755 | loss: 0.0311997 | val_loss: 0.0312003 | Time: 2157.43 ms
[2022-03-07 09:12:33 main:574] : INFO : Epoch 1756 | loss: 0.0311997 | val_loss: 0.0312013 | Time: 2162.79 ms
[2022-03-07 09:12:35 main:574] : INFO : Epoch 1757 | loss: 0.0311986 | val_loss: 0.0312023 | Time: 2156.16 ms
[2022-03-07 09:12:37 main:574] : INFO : Epoch 1758 | loss: 0.0311986 | val_loss: 0.0312007 | Time: 2163.19 ms
[2022-03-07 09:12:39 main:574] : INFO : Epoch 1759 | loss: 0.0311987 | val_loss: 0.0312 | Time: 2157.19 ms
[2022-03-07 09:12:41 main:574] : INFO : Epoch 1760 | loss: 0.0311979 | val_loss: 0.0311999 | Time: 2163.12 ms
[2022-03-07 09:12:43 main:574] : INFO : Epoch 1761 | loss: 0.0311991 | val_loss: 0.0312011 | Time: 2161.39 ms
[2022-03-07 09:12:46 main:574] : INFO : Epoch 1762 | loss: 0.031199 | val_loss: 0.0312004 | Time: 2165.4 ms
[2022-03-07 09:12:48 main:574] : INFO : Epoch 1763 | loss: 0.0311992 | val_loss: 0.0312014 | Time: 2163.31 ms
[2022-03-07 09:12:50 main:574] : INFO : Epoch 1764 | loss: 0.031199 | val_loss: 0.0312054 | Time: 2159.31 ms
[2022-03-07 09:12:52 main:574] : INFO : Epoch 1765 | loss: 0.0311991 | val_loss: 0.0312013 | Time: 2160.2 ms
[2022-03-07 09:12:54 main:574] : INFO : Epoch 1766 | loss: 0.0311976 | val_loss: 0.0312004 | Time: 2164 ms
[2022-03-07 09:12:56 main:574] : INFO : Epoch 1767 | loss: 0.0311977 | val_loss: 0.0312051 | Time: 2161.39 ms
[2022-03-07 09:12:59 main:574] : INFO : Epoch 1768 | loss: 0.0312005 | val_loss: 0.0312004 | Time: 2168.1 ms
[2022-03-07 09:13:01 main:574] : INFO : Epoch 1769 | loss: 0.0311987 | val_loss: 0.0312019 | Time: 2163.24 ms
[2022-03-07 09:13:03 main:574] : INFO : Epoch 1770 | loss: 0.0311976 | val_loss: 0.0311997 | Time: 2163.84 ms
[2022-03-07 09:13:05 main:574] : INFO : Epoch 1771 | loss: 0.031198 | val_loss: 0.0312074 | Time: 2167.23 ms
[2022-03-07 09:13:07 main:574] : INFO : Epoch 1772 | loss: 0.0311976 | val_loss: 0.0311999 | Time: 2166.46 ms
[2022-03-07 09:13:09 main:574] : INFO : Epoch 1773 | loss: 0.0311963 | val_loss: 0.0311993 | Time: 2159.42 ms
[2022-03-07 09:13:12 main:574] : INFO : Epoch 1774 | loss: 0.0311976 | val_loss: 0.0312016 | Time: 2162.53 ms
[2022-03-07 09:13:14 main:574] : INFO : Epoch 1775 | loss: 0.0311969 | val_loss: 0.0311991 | Time: 2157.29 ms
[2022-03-07 09:13:16 main:574] : INFO : Epoch 1776 | loss: 0.0311975 | val_loss: 0.0311999 | Time: 2161.25 ms
[2022-03-07 09:13:18 main:574] : INFO : Epoch 1777 | loss: 0.0311978 | val_loss: 0.0311989 | Time: 2161.83 ms
[2022-03-07 09:13:20 main:574] : INFO : Epoch 1778 | loss: 0.0311974 | val_loss: 0.0312016 | Time: 2160.5 ms
[2022-03-07 09:13:22 main:574] : INFO : Epoch 1779 | loss: 0.0311982 | val_loss: 0.0312004 | Time: 2160.7 ms
[2022-03-07 09:13:25 main:574] : INFO : Epoch 1780 | loss: 0.0311979 | val_loss: 0.031199 | Time: 2160.01 ms
[2022-03-07 09:13:27 main:574] : INFO : Epoch 1781 | loss: 0.0311965 | val_loss: 0.0311989 | Time: 2165.21 ms
[2022-03-07 09:13:29 main:574] : INFO : Epoch 1782 | loss: 0.0311961 | val_loss: 0.031201 | Time: 2158.11 ms
[2022-03-07 09:13:31 main:574] : INFO : Epoch 1783 | loss: 0.0311969 | val_loss: 0.0311992 | Time: 2156.96 ms
[2022-03-07 09:13:33 main:574] : INFO : Epoch 1784 | loss: 0.0311958 | val_loss: 0.0311988 | Time: 2161.37 ms
[2022-03-07 09:13:35 main:574] : INFO : Epoch 1785 | loss: 0.0311958 | val_loss: 0.0311987 | Time: 2160.98 ms
[2022-03-07 09:13:38 main:574] : INFO : Epoch 1786 | loss: 0.0311959 | val_loss: 0.0311997 | Time: 2163.05 ms
[2022-03-07 09:13:40 main:574] : INFO : Epoch 1787 | loss: 0.0311959 | val_loss: 0.0311995 | Time: 2158.68 ms
[2022-03-07 09:13:42 main:574] : INFO : Epoch 1788 | loss: 0.031196 | val_loss: 0.0311994 | Time: 2166.2 ms
[2022-03-07 09:13:44 main:574] : INFO : Epoch 1789 | loss: 0.0311955 | val_loss: 0.0311997 | Time: 2161.25 ms
[2022-03-07 09:13:46 main:574] : INFO : Epoch 1790 | loss: 0.0311953 | val_loss: 0.0311985 | Time: 2156.1 ms
[2022-03-07 09:13:48 main:574] : INFO : Epoch 1791 | loss: 0.0311947 | val_loss: 0.0311982 | Time: 2162.09 ms
[2022-03-07 09:13:51 main:574] : INFO : Epoch 1792 | loss: 0.031195 | val_loss: 0.0311995 | Time: 2160.5 ms
[2022-03-07 09:13:53 main:574] : INFO : Epoch 1793 | loss: 0.0311951 | val_loss: 0.0311982 | Time: 2166.34 ms
[2022-03-07 09:13:55 main:574] : INFO : Epoch 1794 | loss: 0.0311946 | val_loss: 0.0311983 | Time: 2160.17 ms
[2022-03-07 09:13:57 main:574] : INFO : Epoch 1795 | loss: 0.0311963 | val_loss: 0.0312052 | Time: 2163.46 ms
[2022-03-07 09:13:59 main:574] : INFO : Epoch 1796 | loss: 0.0311965 | val_loss: 0.0311991 | Time: 2159.03 ms
[2022-03-07 09:14:01 main:574] : INFO : Epoch 1797 | loss: 0.0311956 | val_loss: 0.0311983 | Time: 2162.22 ms
[2022-03-07 09:14:04 main:574] : INFO : Epoch 1798 | loss: 0.0311964 | val_loss: 0.0311984 | Time: 2159.84 ms
[2022-03-07 09:14:06 main:574] : INFO : Epoch 1799 | loss: 0.0312013 | val_loss: 0.0312042 | Time: 2166.83 ms
[2022-03-07 09:14:08 main:574] : INFO : Epoch 1800 | loss: 0.0312057 | val_loss: 0.0312036 | Time: 2156.44 ms
[2022-03-07 09:14:10 main:574] : INFO : Epoch 1801 | loss: 0.0312062 | val_loss: 0.0312057 | Time: 2158.9 ms
[2022-03-07 09:14:12 main:574] : INFO : Epoch 1802 | loss: 0.0312078 | val_loss: 0.0312045 | Time: 2162.9 ms
[2022-03-07 09:14:14 main:574] : INFO : Epoch 1803 | loss: 0.0312057 | val_loss: 0.0312042 | Time: 2164.84 ms
[2022-03-07 09:14:17 main:574] : INFO : Epoch 1804 | loss: 0.0312046 | val_loss: 0.0312038 | Time: 2155.94 ms
[2022-03-07 09:14:19 main:574] : INFO : Epoch 1805 | loss: 0.0312044 | val_loss: 0.031206 | Time: 2159.81 ms
[2022-03-07 09:14:21 main:574] : INFO : Epoch 1806 | loss: 0.0312051 | val_loss: 0.0312039 | Time: 2160.23 ms
[2022-03-07 09:14:23 main:574] : INFO : Epoch 1807 | loss: 0.0312035 | val_loss: 0.031203 | Time: 2162.1 ms
[2022-03-07 09:14:25 main:574] : INFO : Epoch 1808 | loss: 0.0312032 | val_loss: 0.0312035 | Time: 2163.78 ms
[2022-03-07 09:14:27 main:574] : INFO : Epoch 1809 | loss: 0.0312032 | val_loss: 0.0312035 | Time: 2165.58 ms
[2022-03-07 09:14:30 main:574] : INFO : Epoch 1810 | loss: 0.0312025 | val_loss: 0.0312028 | Time: 2162.78 ms
[2022-03-07 09:14:32 main:574] : INFO : Epoch 1811 | loss: 0.0312027 | val_loss: 0.0312029 | Time: 2160.08 ms
[2022-03-07 09:14:34 main:574] : INFO : Epoch 1812 | loss: 0.0312028 | val_loss: 0.0312028 | Time: 2162.01 ms
[2022-03-07 09:14:36 main:574] : INFO : Epoch 1813 | loss: 0.0312036 | val_loss: 0.0312054 | Time: 2165.78 ms
[2022-03-07 09:14:38 main:574] : INFO : Epoch 1814 | loss: 0.0312022 | val_loss: 0.0312023 | Time: 2168.67 ms
[2022-03-07 09:14:40 main:574] : INFO : Epoch 1815 | loss: 0.0312026 | val_loss: 0.0312029 | Time: 2158.06 ms
[2022-03-07 09:14:43 main:574] : INFO : Epoch 1816 | loss: 0.0312037 | val_loss: 0.0312106 | Time: 2170.15 ms
[2022-03-07 09:14:45 main:574] : INFO : Epoch 1817 | loss: 0.0312047 | val_loss: 0.0312046 | Time: 2160.62 ms
[2022-03-07 09:14:47 main:574] : INFO : Epoch 1818 | loss: 0.0312024 | val_loss: 0.0312032 | Time: 2157.45 ms
[2022-03-07 09:14:49 main:574] : INFO : Epoch 1819 | loss: 0.0312021 | val_loss: 0.0312046 | Time: 2165.54 ms
[2022-03-07 09:14:51 main:574] : INFO : Epoch 1820 | loss: 0.0312027 | val_loss: 0.0312064 | Time: 2162.2 ms
[2022-03-07 09:14:53 main:574] : INFO : Epoch 1821 | loss: 0.0312018 | val_loss: 0.0312028 | Time: 2158.89 ms
[2022-03-07 09:14:55 main:574] : INFO : Epoch 1822 | loss: 0.0312015 | val_loss: 0.0312022 | Time: 2162.25 ms
[2022-03-07 09:14:58 main:574] : INFO : Epoch 1823 | loss: 0.0312011 | val_loss: 0.0312018 | Time: 2163.44 ms
[2022-03-07 09:15:00 main:574] : INFO : Epoch 1824 | loss: 0.0312027 | val_loss: 0.0312027 | Time: 2160.1 ms
[2022-03-07 09:15:02 main:574] : INFO : Epoch 1825 | loss: 0.0312018 | val_loss: 0.031203 | Time: 2165.56 ms
[2022-03-07 09:15:04 main:574] : INFO : Epoch 1826 | loss: 0.0312013 | val_loss: 0.0312015 | Time: 2166.37 ms
[2022-03-07 09:15:06 main:574] : INFO : Epoch 1827 | loss: 0.0312004 | val_loss: 0.0312021 | Time: 2158.31 ms
[2022-03-07 09:15:08 main:574] : INFO : Epoch 1828 | loss: 0.0312015 | val_loss: 0.0312119 | Time: 2165.07 ms
[2022-03-07 09:15:11 main:574] : INFO : Epoch 1829 | loss: 0.0312023 | val_loss: 0.0312027 | Time: 2167.9 ms
[2022-03-07 09:15:13 main:574] : INFO : Epoch 1830 | loss: 0.0312009 | val_loss: 0.0312027 | Time: 2166.99 ms
[2022-03-07 09:15:15 main:574] : INFO : Epoch 1831 | loss: 0.0312006 | val_loss: 0.0312049 | Time: 2166.7 ms
[2022-03-07 09:15:17 main:574] : INFO : Epoch 1832 | loss: 0.0312019 | val_loss: 0.0312032 | Time: 2166.25 ms
[2022-03-07 09:15:19 main:574] : INFO : Epoch 1833 | loss: 0.0312007 | val_loss: 0.0312039 | Time: 2163.07 ms
[2022-03-07 09:15:21 main:574] : INFO : Epoch 1834 | loss: 0.0312012 | val_loss: 0.0312014 | Time: 2154.36 ms
[2022-03-07 09:15:24 main:574] : INFO : Epoch 1835 | loss: 0.0312011 | val_loss: 0.0312029 | Time: 2162.57 ms
[2022-03-07 09:15:26 main:574] : INFO : Epoch 1836 | loss: 0.0312008 | val_loss: 0.0312027 | Time: 2161.33 ms
[2022-03-07 09:15:28 main:574] : INFO : Epoch 1837 | loss: 0.0312004 | val_loss: 0.0312013 | Time: 2166.35 ms
[2022-03-07 09:15:30 main:574] : INFO : Epoch 1838 | loss: 0.0312007 | val_loss: 0.0312029 | Time: 2158.54 ms
[2022-03-07 09:15:32 main:574] : INFO : Epoch 1839 | loss: 0.0312007 | val_loss: 0.0312024 | Time: 2160.47 ms
[2022-03-07 09:15:34 main:574] : INFO : Epoch 1840 | loss: 0.0311999 | val_loss: 0.0312031 | Time: 2166.53 ms
[2022-03-07 09:15:37 main:574] : INFO : Epoch 1841 | loss: 0.0311995 | val_loss: 0.0312007 | Time: 2155.91 ms
[2022-03-07 09:15:39 main:574] : INFO : Epoch 1842 | loss: 0.0311989 | val_loss: 0.0312018 | Time: 2163.95 ms
[2022-03-07 09:15:41 main:574] : INFO : Epoch 1843 | loss: 0.0311994 | val_loss: 0.0312019 | Time: 2163.64 ms
[2022-03-07 09:15:43 main:574] : INFO : Epoch 1844 | loss: 0.0311998 | val_loss: 0.0312018 | Time: 2162.61 ms
[2022-03-07 09:15:45 main:574] : INFO : Epoch 1845 | loss: 0.0311989 | val_loss: 0.0312015 | Time: 2163.49 ms
[2022-03-07 09:15:47 main:574] : INFO : Epoch 1846 | loss: 0.0311992 | val_loss: 0.0312017 | Time: 2163.36 ms
[2022-03-07 09:15:50 main:574] : INFO : Epoch 1847 | loss: 0.0312014 | val_loss: 0.0312005 | Time: 2159.88 ms
[2022-03-07 09:15:52 main:574] : INFO : Epoch 1848 | loss: 0.0311998 | val_loss: 0.0312001 | Time: 2162.55 ms
[2022-03-07 09:15:54 main:574] : INFO : Epoch 1849 | loss: 0.0311994 | val_loss: 0.0312005 | Time: 2159.95 ms
[2022-03-07 09:15:56 main:574] : INFO : Epoch 1850 | loss: 0.0311993 | val_loss: 0.0312014 | Time: 2158.05 ms
[2022-03-07 09:15:58 main:574] : INFO : Epoch 1851 | loss: 0.0311993 | val_loss: 0.0312004 | Time: 2163.16 ms
[2022-03-07 09:16:00 main:574] : INFO : Epoch 1852 | loss: 0.0311986 | val_loss: 0.0312002 | Time: 2162.55 ms
[2022-03-07 09:16:03 main:574] : INFO : Epoch 1853 | loss: 0.0311986 | val_loss: 0.0312003 | Time: 2164.59 ms
[2022-03-07 09:16:05 main:574] : INFO : Epoch 1854 | loss: 0.0311991 | val_loss: 0.0312004 | Time: 2162.72 ms
[2022-03-07 09:16:07 main:574] : INFO : Epoch 1855 | loss: 0.0311995 | val_loss: 0.0312004 | Time: 2167.09 ms
[2022-03-07 09:16:09 main:574] : INFO : Epoch 1856 | loss: 0.0311997 | val_loss: 0.0312004 | Time: 2163.6 ms
[2022-03-07 09:16:11 main:574] : INFO : Epoch 1857 | loss: 0.0312005 | val_loss: 0.031212 | Time: 2169.13 ms
[2022-03-07 09:16:13 main:574] : INFO : Epoch 1858 | loss: 0.0312007 | val_loss: 0.0311999 | Time: 2166.13 ms
[2022-03-07 09:16:16 main:574] : INFO : Epoch 1859 | loss: 0.0311983 | val_loss: 0.0312027 | Time: 2163.37 ms
[2022-03-07 09:16:18 main:574] : INFO : Epoch 1860 | loss: 0.0311987 | val_loss: 0.0312 | Time: 2158.89 ms
[2022-03-07 09:16:20 main:574] : INFO : Epoch 1861 | loss: 0.0311989 | val_loss: 0.0312003 | Time: 2163.87 ms
[2022-03-07 09:16:22 main:574] : INFO : Epoch 1862 | loss: 0.0311986 | val_loss: 0.0311993 | Time: 2156.74 ms
[2022-03-07 09:16:24 main:574] : INFO : Epoch 1863 | loss: 0.0311978 | val_loss: 0.0311995 | Time: 2161.41 ms
[2022-03-07 09:16:26 main:574] : INFO : Epoch 1864 | loss: 0.0311996 | val_loss: 0.0312001 | Time: 2163.83 ms
[2022-03-07 09:16:29 main:574] : INFO : Epoch 1865 | loss: 0.0311977 | val_loss: 0.0312004 | Time: 2159.15 ms
[2022-03-07 09:16:31 main:574] : INFO : Epoch 1866 | loss: 0.0311988 | val_loss: 0.0312024 | Time: 2158.2 ms
[2022-03-07 09:16:33 main:574] : INFO : Epoch 1867 | loss: 0.0311984 | val_loss: 0.0312 | Time: 2167.24 ms
[2022-03-07 09:16:35 main:574] : INFO : Epoch 1868 | loss: 0.031197 | val_loss: 0.0312011 | Time: 2166.63 ms
[2022-03-07 09:16:37 main:574] : INFO : Epoch 1869 | loss: 0.0311978 | val_loss: 0.0312027 | Time: 2158.26 ms
[2022-03-07 09:16:39 main:574] : INFO : Epoch 1870 | loss: 0.031199 | val_loss: 0.0312008 | Time: 2158.27 ms
[2022-03-07 09:16:42 main:574] : INFO : Epoch 1871 | loss: 0.0311965 | val_loss: 0.0312001 | Time: 2164.7 ms
[2022-03-07 09:16:44 main:574] : INFO : Epoch 1872 | loss: 0.031197 | val_loss: 0.0311989 | Time: 2159.37 ms
[2022-03-07 09:16:46 main:574] : INFO : Epoch 1873 | loss: 0.0311979 | val_loss: 0.0312017 | Time: 2159.91 ms
[2022-03-07 09:16:48 main:574] : INFO : Epoch 1874 | loss: 0.0311967 | val_loss: 0.0311997 | Time: 2160.9 ms
[2022-03-07 09:16:50 main:574] : INFO : Epoch 1875 | loss: 0.0311973 | val_loss: 0.0311996 | Time: 2162.32 ms
[2022-03-07 09:16:52 main:574] : INFO : Epoch 1876 | loss: 0.0311974 | val_loss: 0.0311993 | Time: 2169.13 ms
[2022-03-07 09:16:55 main:574] : INFO : Epoch 1877 | loss: 0.0311974 | val_loss: 0.0311997 | Time: 2160.49 ms
[2022-03-07 09:16:57 main:574] : INFO : Epoch 1878 | loss: 0.0311972 | val_loss: 0.0311997 | Time: 2167.99 ms
[2022-03-07 09:16:59 main:574] : INFO : Epoch 1879 | loss: 0.0311986 | val_loss: 0.0312003 | Time: 2159.49 ms
[2022-03-07 09:17:01 main:574] : INFO : Epoch 1880 | loss: 0.0311984 | val_loss: 0.0311993 | Time: 2166.79 ms
[2022-03-07 09:17:03 main:574] : INFO : Epoch 1881 | loss: 0.031197 | val_loss: 0.0311997 | Time: 2167.58 ms
[2022-03-07 09:17:05 main:574] : INFO : Epoch 1882 | loss: 0.0311966 | val_loss: 0.0312 | Time: 2158.84 ms
[2022-03-07 09:17:08 main:574] : INFO : Epoch 1883 | loss: 0.0311972 | val_loss: 0.0312005 | Time: 2159.3 ms
[2022-03-07 09:17:10 main:574] : INFO : Epoch 1884 | loss: 0.0311972 | val_loss: 0.0311999 | Time: 2163.02 ms
[2022-03-07 09:17:12 main:574] : INFO : Epoch 1885 | loss: 0.0311972 | val_loss: 0.0312017 | Time: 2161.98 ms
[2022-03-07 09:17:14 main:574] : INFO : Epoch 1886 | loss: 0.0311964 | val_loss: 0.0312007 | Time: 2159.84 ms
[2022-03-07 09:17:16 main:574] : INFO : Epoch 1887 | loss: 0.0311964 | val_loss: 0.0312025 | Time: 2160.71 ms
[2022-03-07 09:17:18 main:574] : INFO : Epoch 1888 | loss: 0.0311974 | val_loss: 0.0311996 | Time: 2161.51 ms
[2022-03-07 09:17:21 main:574] : INFO : Epoch 1889 | loss: 0.0311973 | val_loss: 0.0312009 | Time: 2162.55 ms
[2022-03-07 09:17:23 main:574] : INFO : Epoch 1890 | loss: 0.0311969 | val_loss: 0.0312001 | Time: 2159.58 ms
[2022-03-07 09:17:25 main:574] : INFO : Epoch 1891 | loss: 0.0311981 | val_loss: 0.0312011 | Time: 2161.16 ms
[2022-03-07 09:17:27 main:574] : INFO : Epoch 1892 | loss: 0.0311969 | val_loss: 0.0311996 | Time: 2159.28 ms
[2022-03-07 09:17:29 main:574] : INFO : Epoch 1893 | loss: 0.0311973 | val_loss: 0.0312032 | Time: 2162.64 ms
[2022-03-07 09:17:31 main:574] : INFO : Epoch 1894 | loss: 0.0311978 | val_loss: 0.0311994 | Time: 2160.2 ms
[2022-03-07 09:17:34 main:574] : INFO : Epoch 1895 | loss: 0.0311969 | val_loss: 0.0311991 | Time: 2162.08 ms
[2022-03-07 09:17:36 main:574] : INFO : Epoch 1896 | loss: 0.0311969 | val_loss: 0.0311996 | Time: 2162.78 ms
[2022-03-07 09:17:38 main:574] : INFO : Epoch 1897 | loss: 0.0311956 | val_loss: 0.0311993 | Time: 2147.65 ms
[2022-03-07 09:17:40 main:574] : INFO : Epoch 1898 | loss: 0.0311961 | val_loss: 0.0312004 | Time: 2159.28 ms
[2022-03-07 09:17:42 main:574] : INFO : Epoch 1899 | loss: 0.0311955 | val_loss: 0.0312 | Time: 2152.91 ms
[2022-03-07 09:17:44 main:574] : INFO : Epoch 1900 | loss: 0.0311953 | val_loss: 0.0312 | Time: 2156.12 ms
[2022-03-07 09:17:47 main:574] : INFO : Epoch 1901 | loss: 0.0311962 | val_loss: 0.0312049 | Time: 2157 ms
[2022-03-07 09:17:49 main:574] : INFO : Epoch 1902 | loss: 0.0311986 | val_loss: 0.0312059 | Time: 2163.94 ms
[2022-03-07 09:17:51 main:574] : INFO : Epoch 1903 | loss: 0.0311997 | val_loss: 0.0312028 | Time: 2154.02 ms
[2022-03-07 09:17:53 main:574] : INFO : Epoch 1904 | loss: 0.0311959 | val_loss: 0.0311989 | Time: 2166.15 ms
[2022-03-07 09:17:55 main:574] : INFO : Epoch 1905 | loss: 0.0311958 | val_loss: 0.0311991 | Time: 2169.57 ms
[2022-03-07 09:17:57 main:574] : INFO : Epoch 1906 | loss: 0.0311954 | val_loss: 0.0312004 | Time: 2160.82 ms
[2022-03-07 09:17:59 main:574] : INFO : Epoch 1907 | loss: 0.0311947 | val_loss: 0.0311998 | Time: 2158.12 ms
[2022-03-07 09:18:02 main:574] : INFO : Epoch 1908 | loss: 0.0311959 | val_loss: 0.0312017 | Time: 2163.96 ms
[2022-03-07 09:18:04 main:574] : INFO : Epoch 1909 | loss: 0.0311952 | val_loss: 0.0311997 | Time: 2164.52 ms
[2022-03-07 09:18:06 main:574] : INFO : Epoch 1910 | loss: 0.0311954 | val_loss: 0.0312018 | Time: 2162.02 ms
[2022-03-07 09:18:08 main:574] : INFO : Epoch 1911 | loss: 0.0311963 | val_loss: 0.0312004 | Time: 2157.94 ms
[2022-03-07 09:18:10 main:574] : INFO : Epoch 1912 | loss: 0.0311946 | val_loss: 0.0311992 | Time: 2162.02 ms
[2022-03-07 09:18:12 main:574] : INFO : Epoch 1913 | loss: 0.031197 | val_loss: 0.0311987 | Time: 2154.21 ms
[2022-03-07 09:18:15 main:574] : INFO : Epoch 1914 | loss: 0.0311947 | val_loss: 0.0311995 | Time: 2164.3 ms
[2022-03-07 09:18:17 main:574] : INFO : Epoch 1915 | loss: 0.0311968 | val_loss: 0.0311997 | Time: 2157.43 ms
[2022-03-07 09:18:19 main:574] : INFO : Epoch 1916 | loss: 0.0311961 | val_loss: 0.0311994 | Time: 2164.83 ms
[2022-03-07 09:18:21 main:574] : INFO : Epoch 1917 | loss: 0.0311936 | val_loss: 0.0312002 | Time: 2164.27 ms
[2022-03-07 09:18:23 main:574] : INFO : Epoch 1918 | loss: 0.0311944 | val_loss: 0.0311989 | Time: 2167.45 ms
[2022-03-07 09:18:25 main:574] : INFO : Epoch 1919 | loss: 0.0311951 | val_loss: 0.0312002 | Time: 2163.75 ms
[2022-03-07 09:18:28 main:574] : INFO : Epoch 1920 | loss: 0.0311953 | val_loss: 0.0312004 | Time: 2163.88 ms
[2022-03-07 09:18:30 main:574] : INFO : Epoch 1921 | loss: 0.0311938 | val_loss: 0.0311988 | Time: 2158.99 ms
[2022-03-07 09:18:32 main:574] : INFO : Epoch 1922 | loss: 0.031194 | val_loss: 0.0311994 | Time: 2167.11 ms
[2022-03-07 09:18:34 main:574] : INFO : Epoch 1923 | loss: 0.031193 | val_loss: 0.0312003 | Time: 2162.37 ms
[2022-03-07 09:18:36 main:574] : INFO : Epoch 1924 | loss: 0.0311937 | val_loss: 0.0311994 | Time: 2168.15 ms
[2022-03-07 09:18:38 main:574] : INFO : Epoch 1925 | loss: 0.0311941 | val_loss: 0.0311989 | Time: 2166.04 ms
[2022-03-07 09:18:41 main:574] : INFO : Epoch 1926 | loss: 0.0311928 | val_loss: 0.0312008 | Time: 2165.25 ms
[2022-03-07 09:18:43 main:574] : INFO : Epoch 1927 | loss: 0.0311936 | val_loss: 0.031204 | Time: 2158.11 ms
[2022-03-07 09:18:45 main:574] : INFO : Epoch 1928 | loss: 0.0311953 | val_loss: 0.0311993 | Time: 2161.4 ms
[2022-03-07 09:18:47 main:574] : INFO : Epoch 1929 | loss: 0.031194 | val_loss: 0.0311999 | Time: 2162.48 ms
[2022-03-07 09:18:49 main:574] : INFO : Epoch 1930 | loss: 0.0311931 | val_loss: 0.0312032 | Time: 2164.86 ms
[2022-03-07 09:18:51 main:574] : INFO : Epoch 1931 | loss: 0.0311951 | val_loss: 0.0312105 | Time: 2163.15 ms
[2022-03-07 09:18:54 main:574] : INFO : Epoch 1932 | loss: 0.0311966 | val_loss: 0.0312031 | Time: 2170.01 ms
[2022-03-07 09:18:56 main:574] : INFO : Epoch 1933 | loss: 0.0311947 | val_loss: 0.0312017 | Time: 2164.4 ms
[2022-03-07 09:18:58 main:574] : INFO : Epoch 1934 | loss: 0.0311953 | val_loss: 0.031203 | Time: 2162.59 ms
[2022-03-07 09:19:00 main:574] : INFO : Epoch 1935 | loss: 0.0311979 | val_loss: 0.0311992 | Time: 2163.66 ms
[2022-03-07 09:19:02 main:574] : INFO : Epoch 1936 | loss: 0.0311948 | val_loss: 0.0311988 | Time: 2164.6 ms
[2022-03-07 09:19:04 main:574] : INFO : Epoch 1937 | loss: 0.0311972 | val_loss: 0.0311986 | Time: 2160.94 ms
[2022-03-07 09:19:07 main:574] : INFO : Epoch 1938 | loss: 0.0311949 | val_loss: 0.0312023 | Time: 2161.49 ms
[2022-03-07 09:19:09 main:574] : INFO : Epoch 1939 | loss: 0.0311937 | val_loss: 0.0311999 | Time: 2158.06 ms
[2022-03-07 09:19:11 main:574] : INFO : Epoch 1940 | loss: 0.0311935 | val_loss: 0.0311999 | Time: 2163.12 ms
[2022-03-07 09:19:13 main:574] : INFO : Epoch 1941 | loss: 0.0311928 | val_loss: 0.0311987 | Time: 2162.76 ms
[2022-03-07 09:19:15 main:574] : INFO : Epoch 1942 | loss: 0.0311931 | val_loss: 0.0312002 | Time: 2181.85 ms
[2022-03-07 09:19:17 main:574] : INFO : Epoch 1943 | loss: 0.0311946 | val_loss: 0.0312043 | Time: 2150.84 ms
[2022-03-07 09:19:20 main:574] : INFO : Epoch 1944 | loss: 0.0311961 | val_loss: 0.0312022 | Time: 2164.03 ms
[2022-03-07 09:19:22 main:574] : INFO : Epoch 1945 | loss: 0.0311925 | val_loss: 0.0311994 | Time: 2165.51 ms
[2022-03-07 09:19:24 main:574] : INFO : Epoch 1946 | loss: 0.0311916 | val_loss: 0.0312009 | Time: 2164.86 ms
[2022-03-07 09:19:26 main:574] : INFO : Epoch 1947 | loss: 0.0311923 | val_loss: 0.0311987 | Time: 2169.26 ms
[2022-03-07 09:19:28 main:574] : INFO : Epoch 1948 | loss: 0.031194 | val_loss: 0.031206 | Time: 2164.23 ms
[2022-03-07 09:19:30 main:574] : INFO : Epoch 1949 | loss: 0.0311954 | val_loss: 0.0312027 | Time: 2158.08 ms
[2022-03-07 09:19:33 main:574] : INFO : Epoch 1950 | loss: 0.0311934 | val_loss: 0.0312018 | Time: 2162.42 ms
[2022-03-07 09:19:35 main:574] : INFO : Epoch 1951 | loss: 0.031193 | val_loss: 0.0312009 | Time: 2156.14 ms
[2022-03-07 09:19:37 main:574] : INFO : Epoch 1952 | loss: 0.0311917 | val_loss: 0.0312005 | Time: 2158.51 ms
[2022-03-07 09:19:39 main:574] : INFO : Epoch 1953 | loss: 0.0311919 | val_loss: 0.0312005 | Time: 2165.01 ms
[2022-03-07 09:19:41 main:574] : INFO : Epoch 1954 | loss: 0.0311912 | val_loss: 0.0312001 | Time: 2169.3 ms
[2022-03-07 09:19:43 main:574] : INFO : Epoch 1955 | loss: 0.0311909 | val_loss: 0.0312002 | Time: 2159.46 ms
[2022-03-07 09:19:46 main:574] : INFO : Epoch 1956 | loss: 0.0311917 | val_loss: 0.0312068 | Time: 2158.58 ms
[2022-03-07 09:19:48 main:574] : INFO : Epoch 1957 | loss: 0.0311924 | val_loss: 0.0312019 | Time: 2158.53 ms
[2022-03-07 09:19:50 main:574] : INFO : Epoch 1958 | loss: 0.0311939 | val_loss: 0.0311998 | Time: 2164.28 ms
[2022-03-07 09:19:52 main:574] : INFO : Epoch 1959 | loss: 0.0311932 | val_loss: 0.0311987 | Time: 2164.63 ms
[2022-03-07 09:19:54 main:574] : INFO : Epoch 1960 | loss: 0.0311948 | val_loss: 0.0311987 | Time: 2165.27 ms
[2022-03-07 09:19:56 main:574] : INFO : Epoch 1961 | loss: 0.031195 | val_loss: 0.0312013 | Time: 2162.8 ms
[2022-03-07 09:19:59 main:574] : INFO : Epoch 1962 | loss: 0.0311953 | val_loss: 0.0311985 | Time: 2178.16 ms
[2022-03-07 09:20:01 main:574] : INFO : Epoch 1963 | loss: 0.0311946 | val_loss: 0.0311989 | Time: 2148.03 ms
[2022-03-07 09:20:03 main:574] : INFO : Epoch 1964 | loss: 0.0311952 | val_loss: 0.0312024 | Time: 2168.55 ms
[2022-03-07 09:20:05 main:574] : INFO : Epoch 1965 | loss: 0.0311952 | val_loss: 0.031198 | Time: 2174.89 ms
[2022-03-07 09:20:08 main:574] : INFO : Epoch 1966 | loss: 0.0311938 | val_loss: 0.0311985 | Time: 2140.77 ms
[2022-03-07 09:20:10 main:574] : INFO : Epoch 1967 | loss: 0.0311942 | val_loss: 0.0311988 | Time: 2153.17 ms
[2022-03-07 09:20:12 main:574] : INFO : Epoch 1968 | loss: 0.0311933 | val_loss: 0.0312017 | Time: 2165.78 ms
[2022-03-07 09:20:14 main:574] : INFO : Epoch 1969 | loss: 0.0311933 | val_loss: 0.0311994 | Time: 2161.43 ms
[2022-03-07 09:20:16 main:574] : INFO : Epoch 1970 | loss: 0.0311951 | val_loss: 0.0312029 | Time: 2168.08 ms
[2022-03-07 09:20:19 main:574] : INFO : Epoch 1971 | loss: 0.0311957 | val_loss: 0.0311993 | Time: 2192.35 ms
[2022-03-07 09:20:21 main:574] : INFO : Epoch 1972 | loss: 0.0311949 | val_loss: 0.0312003 | Time: 2172.6 ms
[2022-03-07 09:20:23 main:574] : INFO : Epoch 1973 | loss: 0.0311952 | val_loss: 0.0311981 | Time: 2183.44 ms
[2022-03-07 09:20:25 main:574] : INFO : Epoch 1974 | loss: 0.0311935 | val_loss: 0.031199 | Time: 2177.15 ms
[2022-03-07 09:20:28 main:574] : INFO : Epoch 1975 | loss: 0.0311947 | val_loss: 0.0312005 | Time: 2155.96 ms
[2022-03-07 09:20:30 main:574] : INFO : Epoch 1976 | loss: 0.0311946 | val_loss: 0.0311995 | Time: 2170.38 ms
[2022-03-07 09:20:32 main:574] : INFO : Epoch 1977 | loss: 0.0311957 | val_loss: 0.0311991 | Time: 2163.21 ms
[2022-03-07 09:20:34 main:574] : INFO : Epoch 1978 | loss: 0.031194 | val_loss: 0.0312043 | Time: 2170.59 ms
[2022-03-07 09:20:36 main:574] : INFO : Epoch 1979 | loss: 0.0311939 | val_loss: 0.0311978 | Time: 2160.6 ms
[2022-03-07 09:20:38 main:574] : INFO : Epoch 1980 | loss: 0.0311951 | val_loss: 0.0312 | Time: 2170.25 ms
[2022-03-07 09:20:41 main:574] : INFO : Epoch 1981 | loss: 0.0311943 | val_loss: 0.0311973 | Time: 2165.67 ms
[2022-03-07 09:20:43 main:574] : INFO : Epoch 1982 | loss: 0.031193 | val_loss: 0.0312031 | Time: 2160.04 ms
[2022-03-07 09:20:45 main:574] : INFO : Epoch 1983 | loss: 0.0311941 | val_loss: 0.0311994 | Time: 2167.38 ms
[2022-03-07 09:20:47 main:574] : INFO : Epoch 1984 | loss: 0.0311937 | val_loss: 0.0311986 | Time: 2161.35 ms
[2022-03-07 09:20:49 main:574] : INFO : Epoch 1985 | loss: 0.0311944 | val_loss: 0.0312001 | Time: 2165.57 ms
[2022-03-07 09:20:51 main:574] : INFO : Epoch 1986 | loss: 0.0311935 | val_loss: 0.0311988 | Time: 2157.6 ms
[2022-03-07 09:20:54 main:574] : INFO : Epoch 1987 | loss: 0.0311926 | val_loss: 0.031198 | Time: 2157.64 ms
[2022-03-07 09:20:56 main:574] : INFO : Epoch 1988 | loss: 0.0311931 | val_loss: 0.0311996 | Time: 2162.03 ms
[2022-03-07 09:20:58 main:574] : INFO : Epoch 1989 | loss: 0.0311923 | val_loss: 0.0311999 | Time: 2158.39 ms
[2022-03-07 09:21:00 main:574] : INFO : Epoch 1990 | loss: 0.031194 | val_loss: 0.0311982 | Time: 2164.98 ms
[2022-03-07 09:21:02 main:574] : INFO : Epoch 1991 | loss: 0.0311929 | val_loss: 0.0311986 | Time: 2162.93 ms
[2022-03-07 09:21:04 main:574] : INFO : Epoch 1992 | loss: 0.0311921 | val_loss: 0.0311989 | Time: 2159.93 ms
[2022-03-07 09:21:07 main:574] : INFO : Epoch 1993 | loss: 0.0311915 | val_loss: 0.0311973 | Time: 2158.3 ms
[2022-03-07 09:21:09 main:574] : INFO : Epoch 1994 | loss: 0.0311918 | val_loss: 0.0312011 | Time: 2164.02 ms
[2022-03-07 09:21:11 main:574] : INFO : Epoch 1995 | loss: 0.0311939 | val_loss: 0.0311977 | Time: 2164.29 ms
[2022-03-07 09:21:13 main:574] : INFO : Epoch 1996 | loss: 0.0311944 | val_loss: 0.0311993 | Time: 2159.49 ms
[2022-03-07 09:21:15 main:574] : INFO : Epoch 1997 | loss: 0.031195 | val_loss: 0.0311997 | Time: 2166.02 ms
[2022-03-07 09:21:17 main:574] : INFO : Epoch 1998 | loss: 0.0311934 | val_loss: 0.0311993 | Time: 2166.15 ms
[2022-03-07 09:21:20 main:574] : INFO : Epoch 1999 | loss: 0.0311941 | val_loss: 0.0312026 | Time: 2162.18 ms
[2022-03-07 09:21:22 main:574] : INFO : Epoch 2000 | loss: 0.0311932 | val_loss: 0.0311981 | Time: 2161.16 ms
[2022-03-07 09:21:24 main:574] : INFO : Epoch 2001 | loss: 0.0311927 | val_loss: 0.0311985 | Time: 2161.02 ms
[2022-03-07 09:21:26 main:574] : INFO : Epoch 2002 | loss: 0.0311925 | val_loss: 0.0311982 | Time: 2163.76 ms
[2022-03-07 09:21:28 main:574] : INFO : Epoch 2003 | loss: 0.0311968 | val_loss: 0.0312006 | Time: 2164.67 ms
[2022-03-07 09:21:30 main:574] : INFO : Epoch 2004 | loss: 0.0311987 | val_loss: 0.0311998 | Time: 2161.13 ms
[2022-03-07 09:21:33 main:574] : INFO : Epoch 2005 | loss: 0.0311966 | val_loss: 0.0311971 | Time: 2166.19 ms
[2022-03-07 09:21:35 main:574] : INFO : Epoch 2006 | loss: 0.0311969 | val_loss: 0.0311985 | Time: 2168.56 ms
[2022-03-07 09:21:37 main:574] : INFO : Epoch 2007 | loss: 0.0311959 | val_loss: 0.0311997 | Time: 2162.08 ms
[2022-03-07 09:21:39 main:574] : INFO : Epoch 2008 | loss: 0.031196 | val_loss: 0.0311972 | Time: 2161.76 ms
[2022-03-07 09:21:41 main:574] : INFO : Epoch 2009 | loss: 0.0311971 | val_loss: 0.0311969 | Time: 2164.14 ms
[2022-03-07 09:21:43 main:574] : INFO : Epoch 2010 | loss: 0.0311996 | val_loss: 0.0312017 | Time: 2154.57 ms
[2022-03-07 09:21:46 main:574] : INFO : Epoch 2011 | loss: 0.0312028 | val_loss: 0.0312017 | Time: 2163.34 ms
[2022-03-07 09:21:48 main:574] : INFO : Epoch 2012 | loss: 0.0312012 | val_loss: 0.031204 | Time: 2165.19 ms
[2022-03-07 09:21:50 main:574] : INFO : Epoch 2013 | loss: 0.0311998 | val_loss: 0.0312004 | Time: 2165.07 ms
[2022-03-07 09:21:52 main:574] : INFO : Epoch 2014 | loss: 0.0311979 | val_loss: 0.0311997 | Time: 2160.51 ms
[2022-03-07 09:21:54 main:574] : INFO : Epoch 2015 | loss: 0.0311972 | val_loss: 0.0311999 | Time: 2160.62 ms
[2022-03-07 09:21:56 main:574] : INFO : Epoch 2016 | loss: 0.0311972 | val_loss: 0.0311994 | Time: 2167.85 ms
[2022-03-07 09:21:59 main:574] : INFO : Epoch 2017 | loss: 0.0311976 | val_loss: 0.0312021 | Time: 2160.84 ms
[2022-03-07 09:22:01 main:574] : INFO : Epoch 2018 | loss: 0.0311995 | val_loss: 0.0311999 | Time: 2157.62 ms
[2022-03-07 09:22:03 main:574] : INFO : Epoch 2019 | loss: 0.0311967 | val_loss: 0.0311993 | Time: 2157.8 ms
[2022-03-07 09:22:05 main:574] : INFO : Epoch 2020 | loss: 0.0311964 | val_loss: 0.031199 | Time: 2159.91 ms
[2022-03-07 09:22:07 main:574] : INFO : Epoch 2021 | loss: 0.031196 | val_loss: 0.0311995 | Time: 2168.8 ms
[2022-03-07 09:22:09 main:574] : INFO : Epoch 2022 | loss: 0.0311963 | val_loss: 0.0311985 | Time: 2167.72 ms
[2022-03-07 09:22:12 main:574] : INFO : Epoch 2023 | loss: 0.0311952 | val_loss: 0.0311986 | Time: 2162.24 ms
[2022-03-07 09:22:14 main:574] : INFO : Epoch 2024 | loss: 0.0311953 | val_loss: 0.0311999 | Time: 2161.15 ms
[2022-03-07 09:22:16 main:574] : INFO : Epoch 2025 | loss: 0.0311983 | val_loss: 0.0311992 | Time: 2168.2 ms
[2022-03-07 09:22:18 main:574] : INFO : Epoch 2026 | loss: 0.0311976 | val_loss: 0.0312005 | Time: 2161.68 ms
[2022-03-07 09:22:20 main:574] : INFO : Epoch 2027 | loss: 0.0311975 | val_loss: 0.0311994 | Time: 2162.89 ms
[2022-03-07 09:22:22 main:574] : INFO : Epoch 2028 | loss: 0.0311962 | val_loss: 0.0311984 | Time: 2161.05 ms
[2022-03-07 09:22:25 main:574] : INFO : Epoch 2029 | loss: 0.0311972 | val_loss: 0.0312031 | Time: 2161.41 ms
[2022-03-07 09:22:27 main:574] : INFO : Epoch 2030 | loss: 0.0311957 | val_loss: 0.0311982 | Time: 2158.1 ms
[2022-03-07 09:22:29 main:574] : INFO : Epoch 2031 | loss: 0.0311953 | val_loss: 0.0311977 | Time: 2156.26 ms
[2022-03-07 09:22:31 main:574] : INFO : Epoch 2032 | loss: 0.0311952 | val_loss: 0.0311984 | Time: 2160.74 ms
[2022-03-07 09:22:33 main:574] : INFO : Epoch 2033 | loss: 0.0311955 | val_loss: 0.0311992 | Time: 2165.75 ms
[2022-03-07 09:22:35 main:574] : INFO : Epoch 2034 | loss: 0.0311947 | val_loss: 0.0311991 | Time: 2165.87 ms
[2022-03-07 09:22:37 main:574] : INFO : Epoch 2035 | loss: 0.0311959 | val_loss: 0.0311985 | Time: 2159.73 ms
[2022-03-07 09:22:40 main:574] : INFO : Epoch 2036 | loss: 0.0311945 | val_loss: 0.0311983 | Time: 2161.7 ms
[2022-03-07 09:22:42 main:574] : INFO : Epoch 2037 | loss: 0.0311939 | val_loss: 0.0311988 | Time: 2155.25 ms
[2022-03-07 09:22:44 main:574] : INFO : Epoch 2038 | loss: 0.0311944 | val_loss: 0.0311976 | Time: 2167.12 ms
[2022-03-07 09:22:46 main:574] : INFO : Epoch 2039 | loss: 0.0311941 | val_loss: 0.031199 | Time: 2160.48 ms
[2022-03-07 09:22:48 main:574] : INFO : Epoch 2040 | loss: 0.0311936 | val_loss: 0.031199 | Time: 2166.16 ms
[2022-03-07 09:22:50 main:574] : INFO : Epoch 2041 | loss: 0.0311928 | val_loss: 0.0311974 | Time: 2156.89 ms
[2022-03-07 09:22:53 main:574] : INFO : Epoch 2042 | loss: 0.0311932 | val_loss: 0.0311982 | Time: 2165.05 ms
[2022-03-07 09:22:55 main:574] : INFO : Epoch 2043 | loss: 0.0311938 | val_loss: 0.0312001 | Time: 2158.92 ms
[2022-03-07 09:22:57 main:574] : INFO : Epoch 2044 | loss: 0.0311934 | val_loss: 0.0311982 | Time: 2162.4 ms
[2022-03-07 09:22:59 main:574] : INFO : Epoch 2045 | loss: 0.0311932 | val_loss: 0.0311981 | Time: 2165.57 ms
[2022-03-07 09:23:01 main:574] : INFO : Epoch 2046 | loss: 0.0311923 | val_loss: 0.0311992 | Time: 2164.36 ms
[2022-03-07 09:23:03 main:574] : INFO : Epoch 2047 | loss: 0.0311945 | val_loss: 0.0312 | Time: 2163.76 ms
[2022-03-07 09:23:06 main:574] : INFO : Epoch 2048 | loss: 0.0311933 | val_loss: 0.0311987 | Time: 2160.89 ms
[2022-03-07 09:23:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311987
[2022-03-07 09:23:06 main:603] : INFO : Saving end state to config to file
[2022-03-07 09:23:06 main:608] : INFO : Success, exiting..
09:23:06 (3900): 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)